diff --git a/Code.ipynb b/Code.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/Models/BestModel-03.pth b/Models/BestModel-03.pth new file mode 100644 index 0000000000000000000000000000000000000000..92989155d1f83f75b57363a31f448178837535dc --- /dev/null +++ b/Models/BestModel-03.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ff253f293d688727c033a200b61bf9644c78c34df5d9370190d8887bfae0403f +size 17455278 diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_0.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d24e2bbb2cacf3a73d2febee151ec8127ed3b950 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_0.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53a823ea5b30665a7e88494fc7663468962f379d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b3b0550bdd7bf60132b409aed67516f29201b04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_100.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82e34ffc78a998ea6f501d61a711feaf6c263851 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_100.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1000.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa4348ddea6863daad842e6b494e5ec7c77465e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1000.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10000.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42bdfe38dd3f7601e87b3bcd6bbb03b5eba48293 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10000.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10001.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6fc26bf4b9ff68e95d256a0770d0dbaf3e10aae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10001.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10002.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fa0cc08738bab657264733b393d4445eb56a30e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10002.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10003.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..295f964d3622ba8e87f6c85c23d9a622dccbe49e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10003.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10004.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03a6e5acceafa85da4370cb4a669afdef5710db7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10004.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10005.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58fc07b4b0c74cc08c4781aeef66e61cc17abcb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10005.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10006.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63a9d2e0ec5994cc875d5a7b4c54ac3e350922a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10006.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10007.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2801b294fc94e3a7b60cca17a60d1f5632a47b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10007.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10008.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cef7cfb667b187e0bd129312f1d92861e240ffa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10008.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10009.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b002d2a797739873722d4ebfcfef67fb341225dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10009.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1001.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb4cd7a1df4c27bb143e16782c05f015e434d9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1001.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10010.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8bb81bb0b5f1f6508c35b4cd44ce903af7608cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10010.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10011.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2976b956766776955e69ee29e944e5a748150ce2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10011.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10012.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad505115625876b2869a074793d7528b2f3d3f16 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10012.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10013.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e3924cabe82cfa6250ee9bebe0fb79721d61faa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10013.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10014.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57f6190a8de9d4e2aa392c5a1bb4a9685bae8b50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10014.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10015.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bff94e5f26ae91cd7c2c8d9eb7587640698f1012 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10015.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10016.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcc58d7769376de389144b2d8e7746ede48c6a83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10016.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10017.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f303ba8a6a7c75b76fc6c4aebd4a030cec742703 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10017.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10018.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fd8aceaa06804ab108cee278819c41c2af2e729 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10018.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10019.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80b713c33841e58d8220435b25d162d6b12ae5ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10019.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1002.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e8a784665a6e28089cb35443d4783998d3296b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1002.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10020.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f77e11068da87c8742daf396124fecaafd912500 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10020.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10021.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aeb3d5b937d3301cc4119d38c77bd1eaa65cbb1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10021.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10022.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a9ab3826a8a72d9ae112d322cfa90e74d82c7c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10022.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10023.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7adc993e53972276e50702fb485d04488e638873 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10023.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10024.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72e2c51f72bc548aba6b52e5ada3c1e8188220cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10024.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10025.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9b3ebae29a8066c4532c4f514938f6a169ce5e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10025.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10026.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b14aba88487280222fd392dcad0c2b31705e5b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10026.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10027.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11168d9152243781f4bd749c908d58cb122a7503 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10027.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10028.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..344ad4d1db979940e3cf75f383480e7ce4b95d38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10028.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10029.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0def46efd6c4f01e36b927183e0c00aca2dc5c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10029.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1003.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c463a05d9049be92abc22ab6274c47bd03f32f2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1003.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10030.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3594699da6c777f231099e486bb9bd1840e0c7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10030.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10031.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fd6820cc448940d7e9507c93f9382116af71687 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10031.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10032.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65e828637de7aefb8acd1126762bb489d4a20e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10032.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10033.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d96a4ccd4c368c8ddd9a0fef47383d65b0f2d2f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10033.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10034.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d0032ae8f141fc024f9a81dc8d9f08e03f769f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10034.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10035.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0952d42951f5d0bd185fdb46efed658fb4b4ff8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10035.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10036.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9b933908dc8b7a8e91488827227ca0c2836411d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10036.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10037.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8d4d7f878d4979080ac1e45a645f6c071abf02d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10037.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10038.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad55b4d033cc9a10747d480b63538e097ca51817 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10038.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10039.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cca03a0f1018067fa5aff9b9917704fed1c764d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10039.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1004.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ef33d725899be67bc4a15c0cbbf6e746118df8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1004.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10040.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e749421a83ca30d0811a1989fe666c40c330297 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10040.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10041.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15512e007f9dea4da4206133b75e7572eb3ec961 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10041.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10042.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..885bfa72beaa09049d874046a4d67c9056d887a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10042.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10043.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff816cee54ec0d432bb732f691e9e1c610bded4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10043.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10044.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e28c3384f6558175572b358b329d625c9b70a28b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10044.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10045.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ef3d8edd7e5b11dac925406f5081338f765f3ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10045.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10046.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd912a05c484cb4333039897a314d72d34d89570 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10046.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10047.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1abc8f5e8bb5ba32f59629acabb7361f70290255 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10047.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10048.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd1334a4915a4bb9977b23dab8f73f746022b143 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10048.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10049.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb627fc7d4ba2cb4e93a12573af0a072f589c76e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10049.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1005.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1df631fd30dda5a6fc7b1d32428b415699a3bd2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1005.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10050.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0061ee7bca9a5360d00d3ac5e773ee9cd3b76d81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10050.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10051.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06afd7bb0688c4caac10146b3a5ef5420925ea97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10051.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10052.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0025fc4780643960ba2bd132063754a8220d06a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10052.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10053.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0605d23f101f48ac24721c74305d0573f7d52fe6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10053.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10054.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e996de33e2681a88c078fb9a1fae5a297a43cdd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10054.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10055.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bb93104da481b78489cd31a1c148d43d939a149 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10055.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10056.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6db1b2b8b6a73dba093afa3f465c10b06d3f0663 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10056.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10057.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fd6ef9d20272f82d5d51fe507db0027c9300fe6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10057.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10058.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a131db4ef3bc0f884a3b68e6921e106443b38e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10058.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10059.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..124fb8aa3a82c661b14b17cbc0434db6a718ee38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10059.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1006.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da2b651224e145ce0bfaea21c1541090df61dac4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1006.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10060.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdac3a162fd917c38fd182ce517961749679bdf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10060.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10061.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6613a42ccc53ff94f8a71e00369ba4a46c447cd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10061.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10062.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b902808e0548c27db0529a5032ac133ec84671d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10062.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10063.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..719340c83961ec9fbf0dc34a814191dae95e0d6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10063.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10064.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e32f4fb30dbff3c88153aae04d4b21961570f32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10064.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10065.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a85b6acf4a0889a0830ef2ed96a508ee18786d5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10065.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10066.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a0608f45f6a3564e06b56083e691bec1cf20a55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10066.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10067.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6676bc5bd15fb173faa9bb66a9a97b73dcc41f9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10067.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10068.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45852187d91768510abef790c6eeac0eccbff8e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10068.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10069.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3e6fd0f17cdad0bb281f8b553445b0655377138 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10069.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1007.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15f79052d9500d21f43121b5e4e3e718d882d262 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1007.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10070.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3db57c9e1e4e91632613d1113c0aaabbf266b72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10070.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10071.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0deef23626ce3fa692185e90c4c5a65830d807b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10071.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10072.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e61298c7b037e54854029bf5987f92d4e7b842b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10072.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10073.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89ce5134f53071c689fd34c91869a80176140066 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10073.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10074.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9882a4b67b57421ed74954cc3cb113a9821ce72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10074.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10075.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22c57d4d23e36521eef2bc571bb04f7f682185aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10075.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10076.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3ab75af5b9ae50ae013d653dd24b9f1d30abd1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10076.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10077.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d9c7c478a83b48714675c20f6f226c6e21f8a7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10077.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10078.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb0681915c968c5646ca3764c190cf076976e7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10078.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10079.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b81e0425a55dbbc5f3c15b6e520bf6bc2e032e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10079.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1008.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdfb4b931963e35adfadef680ab54b5b75df735d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1008.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10080.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93d93c3e4497e7b133a2e22746d84aedd47d669d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10080.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10081.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97328cf1803df464bb7c9e495856ea7adb745eba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10081.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10082.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b8f81b16921cd607487394106cba92d4b7929f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10082.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10083.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b9be6dc01e021b09fe8aa8da96bbe1b114e8fd8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10083.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10084.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd1959c28e0b73df37c0af406ebea9872be1f140 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10084.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10085.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da05cccee73ae078d39a2fb955c7d2d11e6fa043 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10085.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10086.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fa4e73829d9180b26952b4d61729806d6665992 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10086.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10087.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19e10b420cfb176cbe5f3167080977295cdf2edf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10087.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10088.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5c313a320f6d9230a56bb541fbb66ad116cff54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10088.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10089.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c77de0ae9edcce99ce89434d1530a8ecffa1dd04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10089.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1009.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f61752e047c2fcf86cc56322b07a17e7233b086 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1009.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10090.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0928abd4a86178a47c366ecca67037fb9db19e9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10090.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10091.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c66a890cbf58c89894332b19f15558508780a4eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10091.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10092.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fe9fb53ccaaa44fb7dc14f724ff9bee25f3db2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10092.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10093.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb399a59f01034f047db1977be3594d919018dc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10093.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10094.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c9eeb055ff53166a29d9e9b61418fe9438b4dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10094.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10095.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7850a6c378324625dc2004e70ddc4af6fb5401b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10095.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10096.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6133db9cc2c6ceec08391a0537798c630dd8f66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10096.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10097.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c4f909efe867c41aa5c8e0bb06670faae2e88b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10097.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10098.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1189fd4dea5a01b6d5a2388fc9ed0741625b77b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10098.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10099.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ab5643668295e09a5f384982ae0974d27920b22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10099.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_101.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acbf86693d2fddd8bd3e9f62434366e032f57108 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_101.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1010.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a99949de24bae07c783791ed58200a705046987 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1010.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10100.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5efacb9620a3fdb7631d60938e351632b301abd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10100.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10101.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d79dea0a30168c4337e0251114cb1b7d53ea804 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10101.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10102.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2242dae3b86369a826ce959afed13a7a2a8b174f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10102.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10103.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccb050ff169605d87ff5ebb907eb84c7f3a727bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10103.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_10104.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_10104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de743d6affff698f5480039fa8ffae2d347d7041 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_10104.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1011.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..696408be0678aa7d58c628a675e8d68e212ccc01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1011.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1012.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61f9c564627d6be7a89bc3d42ce6012ab6d55e3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1012.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1013.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdec1ae04230eb28be17f1d6bd714ef5087b7ffb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1013.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1014.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7676659599991379c5d22db56e0d3c0a6e096a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1014.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1015.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44f69cc6ffe2d40cbdb71d1f5dead1fd9fd076b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1015.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1016.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bedc44d56878696c0c66192275d39acfd205e67f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1016.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1017.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f1f9e39d6b1bead022e74e39abef8bc1ab28916 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1017.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1018.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d08dd08a48fe0bb36f37ac7116e69979f5d20864 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1018.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1019.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b73272e277305e08948f75130fc6a118e48a6fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1019.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_102.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67c132a25371679215b77f00dc42beeb45c46175 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_102.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1020.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f977716dda8ca5486a2c866b1a1d1f88e5624877 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1020.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1021.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d95b2f53b7c2125a07eac347b720f5e5863af0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1021.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1022.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4d803939d8d2e66ae276813c30c99f5ca55f61b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1022.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1023.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..754845fa4f8a4d5dc9c7aa929bc598fe980d2e07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1023.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1024.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82b39e95a31c5c552b6b4d44b68eb46e3a928db4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1024.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1025.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..690fcadcaa477e81906905771ebfc50538ceb659 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1025.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1026.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e96f96968355efeb595c790528fff2b69a666874 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1026.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1027.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58c3789ef4923bd8cfd47a393b4be1960ccee097 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1027.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1028.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07df80a9de4d6b580786596f24d7f622777334fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1028.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1029.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8db69b6aa89af3c47b707837f7276b2baba5b9c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1029.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_103.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..012bc89f9f748208bead3a8b4e98a0c2ba6578dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_103.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1030.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f35d88d476dba5d0399800e3aefbc15bc9c0015 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1030.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1031.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f35ea1c1f26ea187f86c699905e2d482691f24b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1031.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1032.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c3092542d9fe62f0ca2f6a27e7ca31866063b22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1032.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1033.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..118cbd2969d0d835f5894f62728fe8fcc30ad29b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1033.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1034.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e8281ec7a4b66972216e5e67c27cecb0d37dfa9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1034.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1035.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cace6e7db51ee9b8fa87be1409211cfa208372b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1035.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1036.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3059733edd3bf8c72aaccfa8e7ab5aaa26aef420 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1036.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1037.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54af1ace4ec5559ccae0140c7576b4c8c1104515 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1037.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1038.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f2e0abed16f2504e1a4642dd54497f310b150f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1038.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1039.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dbde35474b3be1cd3cf3ee4f1277f15f073b847 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1039.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_104.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4177052bae1446f9d1b8ff82c1c0174ac61e4caa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_104.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1040.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8057a9e711c9688cac3983ba209b7cd92a60247a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1040.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1041.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ebb86cf7c72b5f9cbb463e09203ff09c9cde54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1041.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1042.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92d8f1b828d11c50d5c53b74d19c9d1ad084fbf4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1042.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1043.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dc1e8a416411626a04349f7483136278205d7a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1043.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1044.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d581deeb28d764dd3f253ebf85af0e64f28380f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1044.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1045.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2359415a540005c5cc275be13e0b1a5d73ce059 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1045.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1046.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6403eb05c8eac9a3e3302943251d73d98fdc1d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1046.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1047.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..972b5558c5571b15dc83470c54e5d1cc9dbfdffe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1047.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1048.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67fff6dcdfd23c965dc1f41e76ecbddcdaa97f25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1048.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1049.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1216bdcd3226e65f20a6dbda687181d97bb1bbf5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1049.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_105.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ba5e0de35bc82e3dce2f1781cf8771a35f7c5b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_105.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1050.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d18e68ac10ccfe8bde0a94144199325ee7fada Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1050.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1051.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0dd20794bdc35ed6be0623f8869b39acd44b700 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1051.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1052.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91a54ae8152a864b1394e2a68a37168675fcb7a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1052.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1053.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12f65b9ed49f702f98dd9a4c62d5418370fd962d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1053.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1054.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57e19516992ac6155abbecd922036a2f71abeee5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1054.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1055.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aba1f754036f6416bbc5b35d4d14ce9663ce4b58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1055.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1056.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2969183c71b3fdb1f539117750dd01a1964c408b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1056.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1057.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6700b18feed19a97240c5a36ba021a0691f57e22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1057.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1058.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61a4a409efd2516bf84ea65fc2f147b9cf843af4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1058.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1059.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..516e489ca3008ce7679a3434a3cbf5a419c24b8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1059.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_106.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97318d01c5aedc529ad6e71c599b8ed53227bdf1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_106.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1060.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa9d0ce8b1386d60b1d91f04b2ac81dc8253f69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1060.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1061.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a76ac9f56a0189d000a085c9c483705a9b55f00e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1061.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1062.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd8455aaf12a2226e5cb338505330e4591933a0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1062.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1063.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa42716e14eaa4a8b5b4586de631927e92c7ae3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1063.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1064.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf8af576d8b9227a5e4add53c3c06f71ed3b2506 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1064.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1065.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37b19633a791d4bb0792d3235f6f378cfb3c44b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1065.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1066.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2aa8a4c215667cad834584411107e3eb277db269 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1066.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1067.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d863a6485db09b6c9b40b6ba22a5b7e0d0f2381 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1067.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1068.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec9ed8a7a468a58d1920ee61ad90a7fe4ce847e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1068.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1069.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db52bbe837bb09895c1a7f1c5b98dc0efad0e2de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1069.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_107.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470d6622e39e253c017628587857f69c5622cf86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_107.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1070.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdb68c433cbcd43016897a85fb48c9ea5c3e1244 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1070.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1071.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be001b177db821ad42aee2af0f45ff90e25da39f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1071.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1072.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db52031eb8cea0df4eef6383f8ec455208d970f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1072.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1073.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8675e1a1e0c697cb666d703928fbe4849b8d71dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1073.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1074.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f40ea8d7529e8c2a3abbc6f91670fbab5197816 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1074.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1075.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d3a2560ae4e2384f7814dcc2c74eb492d28a415 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1075.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1076.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52f5dae489011ffa0f31367655931308683a45c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1076.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1077.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05d70d4afe15fdf0415f3b6d8109b7d6dd00618c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1077.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1078.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..932489240e7f134dd9e56331daf7115de6df3c08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1078.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1079.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0ffd5bbe5a8c7aae001f9af574d14fc474968b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1079.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_108.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9525300fb86490894e75c129f52f06ac075d0a31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_108.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1080.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd8b0163b8a65fddee8915d2581669cab8ada630 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1080.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1081.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e340a09d756cd04089d4cafa2fbf987d9a74e961 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1081.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1082.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17b490c6ba4e0e7ae91d8b700121cd40fb6ac86f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1082.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1083.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..894b2b92b5625325afdf3e783ea0c775afe5d78c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1083.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1084.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8a2b45f551d631e518efa4a89eeb80d25ea7f39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1084.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1085.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..758b21b528b3e92295d3d386231fd31ff6385c2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1085.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1086.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19fdb446a52179522833615345f17cba54d6a6c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1086.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1087.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..765ffd883222928d9f35b92e66c7fe79d7cb59af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1087.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1088.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aeb9d37cf254996751804e69793fd3cd0d9c3d4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1088.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1089.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93c7598b7019b1a969eaac5d70c4187907c2becd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1089.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_109.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42e6ab74fdf22422bdceb21e775c8bbefa4bbbf2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_109.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1090.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7dd876e42885636ed40f1d1ec41c3d9bb8575d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1090.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1091.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15ffedbd2e9fa46c6070b0daa99e0e2400b511d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1091.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1092.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71d012b3a3c6630dc9cc0a9707d549f0fb1c6319 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1092.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1093.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52420cfcda7d986f79d3c5a37cabf911e8621b01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1093.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1094.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..419a1b8e195aef7dd34ea0a5d8a1ffe1602bf756 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1094.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1095.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03f2adc98ad45a9ce40671014995c9f064b6bfe7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1095.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1096.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e7c1906a85dc439c5fd4df357b34e74ef10bbb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1096.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1097.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b6c605e045c2efbd034a9533f4ff02174227105 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1097.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1098.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a03a6b6f67c673524b17646a5032f5c8fef89ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1098.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1099.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..110a816200a88e9b0622689edec972ae81b74067 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1099.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_11.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_11.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4de0670f21b09efc07ecc0cb04b542e021141cef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_11.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_110.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c45595bacf108b30d217e488bb43e6641658df48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_110.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1100.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6674c396ad575a7757c4afba40946d69964bf3bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1100.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1101.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54d3227f9030b68ac0c012006c00887efb21e405 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1101.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1102.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9763a0bede57c1b6aff5470060ef855d9c0b7fd3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1102.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1103.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a5307433809bc85b6e77101eb6cc4d074eaa754 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1103.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1104.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c561f47320013d47bd803031fdecd334a11030cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1104.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1105.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c43fedabf0690baa6858a634d6bdb592eb9c199 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1105.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1106.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a2908690e4cc1433b9e35e79723e685f32de93b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1106.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1107.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eca8528cbae97f71384e1b04e9ae2e18151e22b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1107.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1108.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cb17fcbb7e210a377a5bd51cc74068ebb657cf1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1108.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1109.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d5552ca0d3e922f92979ce3693bb72a3b3c96e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1109.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_111.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b44b6d6014722bd7c3f182a094bdd4a7d4ca21b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_111.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1110.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e38ac9fc5c788e63ccd5773bfdb617309a81f0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1110.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1111.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f53ab3da3d690197fdfd19846534b15b9dc200f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1111.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1112.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ec688e727d65152c2cdf5c5975008b741c0357d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1112.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1113.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e005b31b8f4d2bb5bff35495797984dc3f551c93 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1113.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1114.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7edb71ffb62441c183dd99a72a7a0714d647787 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1114.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1115.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7acd2ea8eb0da6fea01552257ecd1ea2fa7531c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1115.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1116.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57d447cfe27018ee1db9dc8c43adc8fb5b207440 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1116.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1117.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbee6df1536810b24dd86a2bdc70ea59efc803d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1117.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1118.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b89edf6849a55d7d82b1ae1796913b959e556b32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1118.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1119.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96f9a867be50b4d6420de85c2ba1f5ef5806083d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1119.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_112.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d809b26d57b50503dd9c0c7f862b7e44fd83f428 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_112.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1120.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd2c9d7ef67230a92d31fd0e39d8d21577db3c66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1120.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1121.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2002d17c278a4cfa3ac208da99b6cc24c247eb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1121.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1122.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90ea1c279f01dd8ec5df8d4e3c4ca44e526d6b3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1122.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1123.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89741897d9055b6beebc744480f05c73b18c9730 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1123.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1124.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e46d3b8142a1d85caa8d027995e76bcc3a044736 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1124.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1125.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4681c53ad58aa9c48356a87d07cbf8a1a4ad0222 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1125.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1126.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61ead847089a18896564dd48ca7ef94e76aac9f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1126.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1127.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e2cad47e2af8570e93eb5a0446827d49fd66d05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1127.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1128.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e422cdb527316450f93785a32010f29d3c846cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1128.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1129.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6f7eb5d0329f27671654236e43e737f2c7ffadb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1129.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_113.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a5945aeb42212fe7b2e496caeae1f5658df27ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_113.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1130.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35378ba2c907be344edf6ed7483c74964b73f88e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1130.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1131.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62620306d5294737f95c03620cbfa7fd29f96e63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1131.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1132.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3d222c18a6c68258a04676b533bcf3f1a26835e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1132.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1133.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f441337b065c8f51290373311d2712af0597e7b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1133.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1134.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bd0446288101208b67ee38f3c89671d73649476 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1134.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1135.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c940d6a3228a5811b4c3d3db9c3ba9417b3631cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1135.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1136.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b9d393faaf3f8fb20296fc329f144c29455dfd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1136.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1137.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c1f7aa4a9fec5bf1ff727ca235b4e79b0342949 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1137.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1138.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..034f70fdfe0fc91e4366f12f9eb3e190c8f6b5c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1138.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1139.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85e8d0675a08c93006df9ef522d89305de51f0c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1139.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_114.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a140c5644925cd907e8950260ccb480bb429cd9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_114.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1140.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c0ffd047af1e8b250a10a9e2211ea08949f8f9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1140.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1141.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c73948f37000770ba81893ad7d312e7f3be034c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1141.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1142.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2d1894f9fe3a6f234dd314b17be497fdb9247f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1142.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1143.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7747f1a6c20df3e9a3f3b4bdb434ac971c47de8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1143.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1144.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82234c9c15f1f42c81fd863efe4471a38b7ab37d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1144.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1145.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8afbc109701cab1695a9af73d50a8dc4c6988c5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1145.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1146.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63571ca59efa3835c17d70bdafd358e7d6d36b3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1146.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1147.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55f44f092a7613b0096c1054f18baa07f4b0db36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1147.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1148.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d86108f0cdcbadf4eebedf1c5736d9c2d6dbb6a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1148.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1149.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e87bec2066e432f64cd960144afcb8afa5afc87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1149.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_115.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddcb4b3b0b15a1c7ebd592860db2b493aa434893 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_115.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1150.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cb65529aa27d3b4efa1caa64fc87579b4d0805a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1150.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1151.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..557df976501bbf773dfd2fccafa2ea930a62a0de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1151.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1152.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e278e9398bd0113c41fdc18a4e9f142b0e59253c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1152.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1153.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcc0f0c28402ff94e1736de095a77c7abdc8b8ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1153.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1154.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acd5be70c02d0668d0be17a06cd13f28572bf466 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1154.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1155.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5521ef3d1659d3475b57d7e56f081a3af9119334 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1155.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1156.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..390257d7963556a455651ae8eaa95ecdf8e86db5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1156.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1157.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18e6f9c073fee45504f0f3bed425bf7b313fdab2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1157.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1158.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb1a0f51c02a23b5e38c2c2f286c8f43a0a2270e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1158.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1159.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eae15f5b2b8661d5ab3dd56ce82c16d275242dce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1159.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_116.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a6bae2622846aa120ab66e332c670e89ac8197a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_116.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1160.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b71774f32483173ca499b28f0d92813fdca6d23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1160.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1161.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eba4988d9ed284f238cc04df5f23f2ff4f1d9ebb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1161.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1162.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20080633068397ca2601ddfbe7d9fb10c03e1f54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1162.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1163.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..913c6455ca0e4058c88d8c676724ea0a36f4ae58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1163.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1164.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48917a04dfce419c1e1583f75a724d6212ad4e62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1164.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1165.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..838b6088e94bb7048dc03dd096d5677a60d05889 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1165.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1166.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..930da3bd4839ee5301952c2637af954de4bacffe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1166.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1167.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4235c7cfd1ad7f88ed0e84ac3d02929f05896da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1167.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1168.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9425ee6f222e0564ebbc2e1aa06c0fc76b3240e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1168.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1169.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efcfdf7cc24444759f1149941083a79594c450bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1169.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_117.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d154c545ce46db75bb7212bb1aa16cbefd8326fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_117.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1170.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cb8369f8892db2878d5622988012f1d8303e3f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1170.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1171.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf77e9d23e3ed448e0901402448231f20ebc40e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1171.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1172.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2038da6d2c950937b73ca3919e8ffbace7f3317 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1172.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1173.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d00dcb7d582649342fb1fc8959442e48ac536c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1173.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1174.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72e2243e944e6df67321372c9beb4a0d9e9d9e4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1174.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1175.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e0d6bf352cd9d17685dad608ee394f427661bde Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1175.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1176.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b894414bc58155a4aab311a3545baa25da0d1c96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1176.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1177.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c0f25413bd27c58d4c9d02420f80d3d1204b55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1177.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1178.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3ed1f12a4c351e9071275b5d9c243f5ebc9bdcf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1178.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1179.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f7ba83ba1f90def6cb237ce0c0a482b7b4c8196 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1179.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_118.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5770603181e97488acb621a7c0cd38c6b1b14fc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_118.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1180.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84a3d545937009b40cb0066366f3b554853d6655 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1180.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1181.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b98bb1aded59b25b35be48a9ec04433226ee799f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1181.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1182.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97f7f92c89d98c3adb7f01487592aa9b6204ab1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1182.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1183.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..202192c76ee26429e050e7f34e31bd0297e17dd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1183.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1184.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb829fd97282f043377820d238f62d84fb7dfa9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1184.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1185.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ffe7822b1b95891575af797c84614bdafd237b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1185.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1186.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e740e0763bf158e10b36ee7c9c1ab4fa6a3d13d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1186.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1187.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3d48b44d44ff4d3684c6e84cd09e9b8bd157f0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1187.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1188.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a214c8e7e081699b3deab398c023fdd43a747d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1188.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1189.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e62885a21cda16e6b433c54cfe7e4032ad6d7caf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1189.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_119.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6196fd17f2cae8993bdb60c5b129986a2d229e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_119.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1190.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df1f5a4a9afa96f751bd1ff6b1aafc146ebae2ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1190.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1191.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3258be17b2775972985a25ba427ff8b64b5b90ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1191.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1192.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b38524a2af8b53a12578a816ccc40775f90cb01a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1192.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1193.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..212f5bf3d622d74f731a546c4365af0fe6c48569 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1193.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1194.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4663416d940724c886d8fa9dc75eff142763d6ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1194.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1195.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65db696da43e5f5447ff2f6721fb47d186f702c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1195.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1196.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8097346c1c8074e2b3005adb799e3e6b6170c28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1196.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1197.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d306ac511b3b5d3093ff1713d2a09ca1ce61ad98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1197.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1198.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f2fbac0bd6e2120b8ce6096860b564e1b2e09c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1198.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1199.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85a0122243d8d8b73c28af560b8abb8929398063 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1199.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_12.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_12.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d08d1e3452b63fb2104481a4aa22f20c4430b79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_12.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_120.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47ae403035f7c3ecff29662aafaa796545a0a605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_120.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1200.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..420c51dc673cb3626a5a01d44a9bea12a489d64a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1200.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1201.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..842bca96f93637617aeb0f211cc55b97862007e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1201.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1202.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7da8c3f558ba5b2f5c5b51375376a71d626770d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1202.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1203.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df8b47a36a9806afda92832f119c40a5bf235faa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1203.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1204.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45c38d9c19d82956b1078bf13c186e3bf6ed0d40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1204.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1205.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad248ea9e16213e0c21235d02bd6fd4a81efee46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1205.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1206.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..095311394f677810c7b692c47cb67eef48f607fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1206.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1207.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e61ed6844f1efa98ed3a59605b79d775885aff2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1207.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1208.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2a5de2e605e7b8b6b8df8a8276dfc37e8802962 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1208.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1209.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66736e5f848d6d1dca2445fe82160ef9e9e34bf9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1209.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_121.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d1f92f59a4321bdc9123acdb05a13a596045e8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_121.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1210.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25967d20a3f09e68a0387a9e884a9a2b9f592542 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1210.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1211.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35b918958a30e8c634ce15aa9c7e6afd03837d62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1211.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1212.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b946ce3888ba1d33fbd6310e95d5a94131b08517 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1212.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1213.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662481b705dda19eaf167b0ba10fb13b485eb8b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1213.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1214.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50d4488046bc9058e97a59e20cf033cfe39f6758 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1214.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1215.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3835e91222d16341ae0e7e6e5a59087a1b5b563 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1215.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1216.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10f4e6f699fa78146beca559b5b131d920c0edf6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1216.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1217.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dd369d6d7dfba2a183ffc20411d1efc28717bef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1217.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1218.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17be21f038a935899f48bf3c7617d783a7055c2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1218.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1219.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c320c3fb41b776ba140de28e7c3c4a1dd8bfa45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1219.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_122.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..791be064ef3decd15cba4f2d49e709af7fd3db0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_122.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1220.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..234f283777984536104faf9283e8b694e3d95680 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1220.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1221.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34a48f315963f916e6d7c39cdeee7cc41feedb0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1221.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1222.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d15bd5b6775f4118181a4bbd97889e0cd43c0263 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1222.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1223.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10da1299651880c66f75a613379eed1d25f872aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1223.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1224.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c403dad83261458e977e12fcbaff32f47adb274 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1224.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1225.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0df577fd732c9ca8987b9b843f0ee6eaa63c36fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1225.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1226.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34f67d43df0daeace045b884f5ab3a1acd0f9bf0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1226.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1227.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..063eaee3863df677fd2e80474eccba5b7411efde Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1227.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1228.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d701a0c77aa25e6c511662a151fa14b9b7018de8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1228.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1229.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bcf0e6388006fc7dc87eaf8deb8747d9106fa08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1229.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_123.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81b610f9154654169b6268d601ae8cd6a4a02e15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_123.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1230.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62050bbcb4a434d362067146e242db1fa471a73e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1230.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1231.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f2795ae08996795b5e3e09a97bfe318ade548f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1231.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1232.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4537f339e4b19c53be837fe5457666d9c88ff0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1232.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1233.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b5985a7b9952a2283636dfdb5fc9c39123c97f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1233.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1234.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bcd39758625440ea79e7b6c091315078db59b4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1234.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1235.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f49591b50d09387a523bdd36e96eb6b0880102cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1235.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1236.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcf3a9ccd8ea49cef533cc21510f3a67dabc4fa6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1236.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1237.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a25ee70f828f728d6caa769e82db3e733c970880 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1237.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1238.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..645778a3d773338009c3309434eb1ab9751612d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1238.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1239.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..262bc36e76c352350e74d85133c113cfa3b02bc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1239.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_124.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3570d4836946bb490fbc83e00fa47118f362b96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_124.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1240.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42a7ddbf40f3b59f74b94823b53fde47c292aa4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1240.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1241.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d619285ee157d781370b3c641c0c50ffc5cea55a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1241.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1242.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72f026f9360c4282ea380b411a6d3eaf98572138 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1242.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1243.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d37c0d826efb02e4ee0c76569b717652f69764b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1243.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1244.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63bb7efdbdf60ccdff97807d301c1e2e33cc2267 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1244.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1245.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c5df972b254ea2c2da4b10edf1bec12f09d11de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1245.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1246.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..346820d5e50da27e75e1d5a276ebe44f9a5a8cf0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1246.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1247.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93f8902fbec2e8f19dc9dc8ce9c0cd358021b2cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1247.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1248.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5c5be26b3e1c6fcf916e5b1d3e919b5e9b9de56 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1248.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1249.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5ce2a77cc640ce6b18fa7c933ab8f6014a9d9ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1249.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_125.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c414ea18a0a73098aa2343db29bacf4417848e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_125.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1250.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..970681b4cd1d7b211829198ea3362bddb2852e63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1250.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1251.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b022b5ea6f91d6e19b8afdef2e115879ef6e6f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1251.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1252.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff8627b9d2a9b02beb49b54126edd7d99521f211 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1252.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1253.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a633a9758b2db5cedfab1a86c5e9f4cc5860b51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1253.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1254.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f79590369ad8899469cfefb306cabe127a069d31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1254.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1255.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1684aa0c8d0036d20f5df1933c0d6cd601354870 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1255.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1256.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e3b48492bf43ef08cb32f07cdd57d65728796c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1256.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1257.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..092cb8dc0a5f2fde4f5c86fff79640aca6d30326 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1257.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1258.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bed615e9abead4b84e29a22d6bd5b7de4c19182 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1258.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1259.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6ec7f622553d5eaad22d3afb020e558a2a354c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1259.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_126.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e23dd9bcecf2a5a00b495c2d59d81fb68e883157 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_126.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1260.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e4d28ef6c25aa85a4c1029db2ba9a504e3a7796 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1260.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1261.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ce868244f30d4e889535229e16efe7032aad31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1261.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1262.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1481e23264c4e0e09a650ff899ab08264e0a1d44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1262.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1263.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9e448ff40c746b3ddc48a6f3072eadce1f8d78d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1263.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1264.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64219da7401a3879c3cd79de03c9caa80a13e50b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1264.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1265.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5194fb07e7547793b6bd199b2978ba960796faa2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1265.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1266.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d063de36e881cac6577c38088ed67c1f136279 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1266.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1267.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97fc8019626a9826113fbfcd15fd98cb96cd98f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1267.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1268.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86a45f67eeaecb972412b8d8f6984a8017e7c5dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1268.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1269.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a02ff7a2e89a573ef75aac4731d2bf5dca1948e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1269.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_127.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73fdca7c94d12e27da4a7bfa737ef363b82ebabc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_127.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1270.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06914e801bf12a240167ed1372ec05332f1f662c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1270.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1271.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7676a7e6a9f00a11d15dee481c623508c27d9eab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1271.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1272.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ce4598b0cd36295dcb26f78e52a1033b481981c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1272.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1273.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..078861fcff28d09363dac743335604a85fe9fc50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1273.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1274.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bea93a4e07445ba13bf6b835e21bdac5d35fc82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1274.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1275.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cd8d8dd8ead83a3034ceb8ab218ee9b7f57ce37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1275.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1276.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..decfe4a313044b7cd913d75b66065f7fd747cf68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1276.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1277.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4223ec1871e1c70d451ba65dd4aa6c2cd6a2da51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1277.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1278.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..387767c8fd9c3a774b165f957008f48596de6c27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1278.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1279.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a78ea91e4f85c175bab2504686f7e2f5c117551b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1279.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_128.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f62b06971f67a3d9d7069e33ba9d22e645f2376c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_128.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1280.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6061ac3bb621545237ebe51a30a6abe260c1b3aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1280.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1281.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f29aaee35788709a67cc14e5dd80b98ece0a87e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1281.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1282.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c5ce769e3c3af8098ed6e2431d150f4414b913e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1282.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1283.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f761f5b1d33e4f9d4208b820c0521f497f72515d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1283.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1284.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bc13303f3517fb3c86bfe4944bd7b3161c653c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1284.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1285.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23cb5033e6924389df2f0ed7ae73f3c4a903dd58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1285.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1286.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..954508ee2c57753f54dd05340ea05a3daf829c37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1286.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1287.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0e34bb2790b4ea12a3b3cb244eb98bc29fe3dbc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1287.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1288.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5042e52a14865b0c0c3d372bf40b613c3a32fedc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1288.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1289.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..894579abaf3c28c42a3e4820de8d2ecd18ef0952 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1289.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_129.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d59668f470dbf2b8612ade230f4574607fb6257d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_129.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1290.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6d298f635c08cb3ab98e629c36abb06cdd9f25c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1290.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1291.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f881aac2185af0b25db77fcd31c35be6568ea28e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1291.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1292.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8476c6a4569f2ae71d187bbb8d70ec174e60c6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1292.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1293.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8acd6c8ff709e5da4e2df5501f8d7a38917fe290 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1293.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1294.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ec5394f6d41afe28ab03679517b621dd22d6605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1294.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1295.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55920aa031d4b9b59a50c9fbe40f6bbf399ce57b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1295.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1296.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71ba112f17c230746fad399c3236183ce2e2c7be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1296.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1297.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3baddcdd5352538d92864b5c4a9660d0f758a68b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1297.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1298.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7154a1ab10a31e5ba56727c0e7e37c5caeb0c83b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1298.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1299.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bb8872666b397012731f4e0f5d2e9712841fa2c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1299.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_13.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_13.jpg new file mode 100644 index 0000000000000000000000000000000000000000..708c9d030b131cd964d9f1ba87d56aee5ec635d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_13.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_130.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..265dbcb9e5445739c4388c4904141773f86a6d66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_130.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1300.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d95942572102722ab4017ca6a6f5e539d2132f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1300.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1301.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87564c5c6dadb3b9c030c6e5cde9a5c95497a86e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1301.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1302.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47ed8c44291437ea94a446e2febb109058b1e7fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1302.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1303.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28b483702eb7997ba8c53f4704c963942d7c75ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1303.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1304.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72b2a9570f8080b7607f3baf706add0b4dd318a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1304.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1305.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af65cb04f8eca9fede963720fc70e45b860b2fbc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1305.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1306.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b90b32a719e928fa8e69e7262f0353bb611cc8bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1306.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1307.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cb92992d74f5bdaf8834ff3ee1014def668348d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1307.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1308.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f4be5fc6e67f136f8cf296ce9b8a1e187ca1845 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1308.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1309.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64f9cb978df70ab7a94bd4562c20cc2ae7424f29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1309.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_131.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec62007b9d2752372da32e40a94a2fa38b596875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_131.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1310.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68b6431d72b97777a8ae1117a82155de0e982b18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1310.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1311.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d50aa1f875735735523cd71ec920fa6e26210a9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1311.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1312.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d196e8720453074dee6fb93c5ddd1def0f960ba0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1312.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1313.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..351a8d16c868bf78a33ceaa530408ed342052044 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1313.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1314.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2677c3035a37419d8411784a07196531d55d9e43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1314.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1315.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb0470cea1411ad8e95f5b343d7bbf4146df13aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1315.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1316.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4484e2d03a141430e067c530aca0c2d49c36b9ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1316.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1317.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf2be4c66923bc38cd67ff2112da941aa948e9de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1317.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1318.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b82fa331e03bd816ccdb56f0917fdc5cb8054c30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1318.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1319.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33001404bb93e4bbc5bb09a3c20b0e5f82b67829 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1319.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_132.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..465b961cb584206255d48b784152a2474cc51807 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_132.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1320.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e0917542371be6b268c8badbc12164cfa68b8cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1320.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1321.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06c601797b62d8596dc45cda1133efe94935256c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1321.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1322.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7730a145823d82f7999e9b860412066a7da47fe3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1322.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1323.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d152235f0a6664f2f3de3d40128b6a08ae75a84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1323.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1324.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c8ed83dcfd864f5c1d2e3080c159a093cfebac4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1324.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1325.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..400a45b828b09fe2a977039c4b8b5d6668ce51f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1325.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1326.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b9bad75667996d79aa2a28b015cde683ab3b89e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1326.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1327.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b947f53e60f330c5a3d97e31ed0154aa597d6d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1327.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1328.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..986b7be3b895659eb5cc22db5820aae2abd5732b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1328.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1329.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8558d66bd2b033a7b9caa65ae480b8ef40634a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1329.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_133.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19a92977f01a0074caa98495c0fd4bdd17ad8662 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_133.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1330.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df5b8275fc2e8b9041d040081ab1adbeace0a59b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1330.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1331.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5216afbefbb9539572a2c7e089d15e29b864a1e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1331.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1332.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae4a16889ef969dd36ab55c2f12ffdb4e78d3452 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1332.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1333.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba6e5dca0707b9d1ac95e6b2c343491007fbd7d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1333.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1334.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9293ae9d854721daf3fb1304c99f0831751bc2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1334.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1335.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6da9a07045178468b1a9a1b3009ca812f05ec5e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1335.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1336.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f51837b7ff4f4ab935fc13ceedd87a5d4850878 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1336.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1337.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b480b2d1ec5328bcd7a4e3c104e493053d76dbd8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1337.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1338.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c14a3ba23e0d21042611d52a91aa9f85a410ba2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1338.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1339.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ab34f3c512bacadd964d39ffb28e30b33ca5577 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1339.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_134.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b6dba5629dad22e129a50c7ac7c9cf146215b70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_134.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1340.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..101ef2def38103c3855c107ecc81ac91ccfbce28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1340.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1341.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39416fb0dd424d1537beae1c32c63fd5e4dbba0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1341.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1342.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38c12962732723a33488fbe1108c91ce6c76846d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1342.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1343.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e9b5b2deae61919403a5a1d8939b8626ba567fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1343.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1344.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9feb002b9614a96ecbef63ba8a281af8f96c30b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1344.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1345.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aacab6aafe2801dcc2b7e35b92d0da0cd09186dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1345.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1346.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ea8adef9cfd511111697919a1ba684b18afcecb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1346.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1347.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33a9524d000c0a2214af27ab4967fa024776325c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1347.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1348.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27be0908313d8a6e0c11d1845d0523a510858b5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1348.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1349.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c545c34ad9a62d85f74cd0e0adfbd26e2fe58c48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1349.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_135.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69abd893c249544dd133e64655e3d5fb9f1930a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_135.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1350.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bfc14bb32ea49b58c22677afceddf6fc02084dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1350.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1351.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e6c50f109353eb539d949fcd3e5fe11aba92a52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1351.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1352.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c2e9f9a2a6f79d2e01ba7150769cddb24eb201e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1352.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1353.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8c5d59f63d58273e5e0bceb000337c3bfd0a7f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1353.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1354.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bb4e161f61e85c8b357dcf1b39e86572359d065 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1354.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1355.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d66e55359b75cac030b17eb7f9fc2ce2ab165e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1355.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1356.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d91f1bb31eaf8b777c53f7476a491cc51ced9a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1356.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1357.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9e8ab7b0513b4258284fe815a1d05f8c00113e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1357.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1358.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93eef789e8778305511dd175ca87f630ae6f660b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1358.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1359.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9cac2643209031d5f20fb8d2b7aba5b41a59484 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1359.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_136.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c3e244d4a88434be78332553c6a36ff5a08b9bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_136.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1360.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..813f822192eebe4fefe68fef788ba03e05905b22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1360.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1361.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2d0c3b851e3514ba8c9bc9823731d7e58b361dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1361.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1362.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa2eba3282f5fc9b39365edee0e260b88202a91b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1362.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1363.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22eafbbfd8eb31a849b7ebcf70d7270c0814f5d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1363.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1364.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c205a14ffc4b9e7666faaf171c5beeaab01e43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1364.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1365.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25b86e596a9261991b5184134b93201a0525f6f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1365.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1366.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb590a342e887f5179b9da4149f572197679aa3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1366.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1367.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2ac90b63a93e248a020dff7b5dbcaebd085d819 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1367.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1368.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34495918f8dd5717fdf2aa9e96ab1e6d60a7077b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1368.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1369.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f3754ecd3f532f4468271faa59968406bac929b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1369.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_137.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6733232f1ce1b0b892bb9848ede259146cb56653 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_137.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1370.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..565167cc95021bf3abf9321c8e7e83311bac66e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1370.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1371.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a13cb99a1d5bcbc28054f88b368411867fe91c6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1371.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1372.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dabd38e5cd5e8bc20dbcd4876761e4dd68fc78b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1372.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1373.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eff6ffb9b8be1c23bcbdbd4d64243212c239c9f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1373.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1374.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d210be380ac1d606030e15d92d0ac0f0ff264c68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1374.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1375.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcad037ea0f45d82b945e9f7db15fb18a218afd8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1375.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1376.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e99a8f7934d208025b38f975e2c04c1821f0da01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1376.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1377.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..062f00ee7033827eca2066d15d47f6096bd4157f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1377.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1378.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e667d23dd0432ce4e2d48810ca91d1e00cb76615 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1378.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1379.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ef0e70a07712b9337f4a9da9ed6b3670081ff7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1379.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_138.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b214df236df4a436a96b1c7ec70ca65feb0a6096 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_138.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1380.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1889c45e95be08e91f1dd93535113c62c30c0863 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1380.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1381.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc713f89346d21f231f1e6b1a91bb5f51c7fcf9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1381.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1382.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40d3a21a75c3f1ad5b4c2d35276c935a7fe57b25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1382.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1383.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28867f97b252bff322035484f99c9d3c6ea66f5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1383.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1384.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890f9972257f08cd6a2778ed1841cad3eec67242 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1384.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1385.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a2b566ee3d6d877152b1939331d0d0f1cec9602 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1385.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1386.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98d944516f86429082b01c5711323a4109289fa4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1386.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1387.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9b7c88e241c802a89d716b1589968bd5ebcefc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1387.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1388.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0edc545138f24176900c931f6dc9bd70d566a4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1388.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1389.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5c7948490df80b18c35e28707e5ec94e8445713 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1389.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_139.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8ddad435639cd56a57008fca37e7e8d15b21e41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_139.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1390.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..921b5bbfb59183f1699c73504603d12b370324ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1390.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1391.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b8ee0d5d398d51bf334d70befa4cf9b17074123 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1391.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1392.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..544338d45647929a1dd23562ae5a890712ff8261 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1392.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1393.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe30671ffbf4397d960c972b0e643f51dbfafb07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1393.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1394.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66440831454e55bf5eefba46d90522bd97639959 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1394.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1395.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e39dd328c084dd734a47ce5d5ec537c2b3cd4e5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1395.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1396.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e29f67c947ffcb2fd9605b8a344dd6630311bb1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1396.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1397.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58e6bb1c4ca0cacf016c36cfcb7469c71220ec14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1397.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1398.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1faaec82a03cf225c5b38b04f185f2a0e4eff5d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1398.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1399.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bda104b7f5b4f47065d9b9220af79e59aa46921 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1399.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_14.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_14.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c61f6e3ddcfe51c634937dea12f966bf111dd2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_14.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_140.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60d5ea8231c2f17f34ba47f46a0a59a310a27612 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_140.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1400.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a2122b1c7a7337f658a3139ec9f2e9fbf67c00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1400.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1401.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdb231acad85fb5135c1b458fa41fb9699d91f47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1401.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1402.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c89e8a274be95753322e7b3815b543d24ad5e984 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1402.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1403.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..150ce1e42ff734a626d97244f1d9e59b22297ef5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1403.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1404.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3caeea459626df44ccf1bb5343a87bff19843be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1404.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1405.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..549cea772bbd9f0d44a384a5f4a002bbb1efe25d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1405.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1406.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..531e9263d5b3381e63fb209fd377bdf29a24156b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1406.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1407.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99b52f94d584ca93e5bc708f45180507864c9c33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1407.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1408.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94c47c6417b64ecc1933ec18d7c69aa6377ca63a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1408.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1409.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5df45dcffc65de60882ce8893a0d419324b60952 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1409.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_141.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a82f167a1aa0f78fa16f12db85945068bbbbb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_141.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1410.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..872d02f22452711dc14a0e9a620052d993a91a13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1410.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1411.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65182420327112c2fe10cfddf5d1668bbdf58202 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1411.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1412.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3525f82d1050f35b6b4b3b021fd21d901c83da54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1412.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1413.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..295ca3c81e6570d43f64bec0aabed2f169bd1f4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1413.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1414.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b6ad36f24a53f68109255830ab31b1fa4aa8df1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1414.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1415.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d68c5f7ddc71d916265201a243437e2c0c3f833 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1415.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1416.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..044bf15e5035be345b2117c61a28ffae6cb50572 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1416.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1417.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3e8d770ee1f480be6795c1416153ec11502a3ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1417.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1418.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bae0f9f910e89fb2da5fba1bd47e5ea09f453eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1418.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1419.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c894ab84c0fc0474598e0dd5f78664f884414ad1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1419.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_142.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6d1eb733475c02c20380b61bbdfd8ec48cf42ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_142.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1420.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db10838cecfbb3ae4c106ae1ff48a944ac4b407c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1420.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1421.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93fc95c11a3aac8effaf94a9d27cdcf9be10e794 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1421.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1422.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f631a96e94fb654e73100aaeafe49333f828be49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1422.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1423.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4108cecb8d50c656f245309bde237e6709b98420 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1423.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1424.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33fd3be97920700a3a3d254f129ee6ea9e4913e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1424.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1425.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..319f912499f6498a77d528fbfd8a61e129cb914b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1425.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1426.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c8fb33ba31269ba10c13289956afe2415c8b2da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1426.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1427.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d123b1613deb5c285bc3dfd93b453e61251c13c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1427.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1428.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4693053b6fdc66fade30cad27e1ce36de55b0f5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1428.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1429.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e15186fdc5c4ca53d3c705d30149a78894311ca8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1429.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_143.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..345a0c89e68bb5467734d7dd04b06dd248c2fb3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_143.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1430.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcc140999137e6eb9385e4dc675e35012144b9ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1430.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1431.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5d691dbf965985e8ca5e6efd3d31790ef57d0af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1431.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1432.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1c7084360bda2c1e400123d42f4c62c05db7659 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1432.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1433.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..309db266dcbefe222b0a463a7aab5e3b879ef939 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1433.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1434.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bf894b7740ee3227e8439dfb0bbcb64da909af8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1434.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1435.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d9d040ac8cfe4123b72c0540f3455e9d8977047 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1435.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1436.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4eeca4aeaf931b09ea399eb6b82e2a0bb732eb01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1436.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1437.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7adbbceec134d4b9bc33831ccbce2b0de08fa035 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1437.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1438.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c5848f508e4584b438be1682e6833ab5985b18e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1438.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1439.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20e0a7dc65134b635be26fbf37b0ba6b6916ff8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1439.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_144.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae75d2b18d5ae52f6d58df140d63599e5381ce6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_144.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1440.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d5f075ec277248cd8a20bc1a0329786a2443c0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1440.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1441.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b53aa3dc12696f2b4c5ee6af10999614d74af815 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1441.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1442.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a13155476123b1783165afd7bc1dd3d002b879d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1442.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1443.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4534ccd7cf415117e5218087b57c7e4501cf9643 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1443.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1444.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0494c61f6894a085603178d6806ea7aaabb189c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1444.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1445.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d35b3b0815bfb963a94a79bdcc454270839554a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1445.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1446.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d44df9eed40fb1b1d6f4c2168bc1e0673b5baec3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1446.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1447.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a85d57a6f364f94ea4b9058304df532ddc38fe65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1447.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1448.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31a2164201c53a96ae6f67b9a08df957bd26878e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1448.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1449.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c27328b69e25f3c5c0fc920d689bd7b5f169c101 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1449.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_145.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff43e0e3b8cb7eebf7e5b36f3b387c4ae2a74075 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_145.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1450.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec319bc94585548dc16ebfb9f103b035edd057a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1450.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1451.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5c2653ca6f9e01b1553a3e17bf2cbb489c5524d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1451.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1452.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..885f06573b82927b8f5e1de514713cf36bd24eda Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1452.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1453.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..143b49da33035fda09ba6d9c81e855b5cae0376c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1453.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1454.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb328d6bf86981e732b7d1424968ad1db2f98184 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1454.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1455.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83b339ff8fd78ec48ab185d4dec2f8f83f4a2a9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1455.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1456.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e321569f667b4d477c91cf864329f2896409e89c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1456.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1457.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57934764d56e323119a69ea8782da68608c53335 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1457.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1458.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e6a5465174058cb86b8505b177f8176aaeb7332 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1458.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1459.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39390b5c893a3fae02147d8512f33b04925a2503 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1459.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_146.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07ce7e7e713be2f6ac3d09aca7a88fa6653e7595 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_146.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1460.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1701a9df85d8417fcf36578746164aa146494952 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1460.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1461.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..633d72e84fbebd3b6aa2a7a8fc06c4ad55dc0e8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1461.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1462.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec73493df6203d6d65792424a4aabbf283aac3ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1462.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1463.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61bd3e08df82e3f2ec60bd4bd8bc42aae022b1b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1463.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1464.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebc1ac6a2921d7ae8a7604735304fcd4bddc87de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1464.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1465.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ce55bb172b77ca8b28dc4d68971e38597e29d26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1465.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1466.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a3903ee98b9e0cb7d212fdf241fb137daba8bef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1466.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1467.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83682c9db0b090bb199bbbaf2c5e74f357a9971d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1467.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1468.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ebde44053006d53cab5e9915a081cafcc21a082 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1468.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1469.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c98de60fd5d7da412aa0f1dadde4e8d7440f2de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1469.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_147.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e68f71f4e60527abededaa0a94e612802d73f89b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_147.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1470.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee3fa8ddb33b9e1845c7bbbe2dbad1547e5b90db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1470.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1471.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6bbb2f4c8766c3369a84e6a5fabc8569b6a7684 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1471.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1472.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e7828d78cf908326cee1cb85f375b2a2209cba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1472.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1473.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79c37445a522f2e412cfa7bcc825e0138d8097bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1473.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1474.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2efe201a814c6cd84686d7b7b5ab5aad6dd543d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1474.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1475.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..702777a56f2ec319460d6bc1228491e9a333d7d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1475.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1476.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf1765ead16e1d6d09564f32378c3b73b98bbd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1476.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1477.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5e3d053a7be2e895131602aacad06a78ebe8ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1477.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1478.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bdea078745db69c530f1408547658d8063a183b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1478.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1479.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3534356c878bffed7923e684f6bdaef685dee999 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1479.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_148.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d618694b5dd21de1f516e9a8a89479e01b74e02a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_148.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1480.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78b8c0bd934ed12ebb67805d39e731e66aa99ab4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1480.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1481.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adec7c6243aa87e0aff51da749a2666d10a83089 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1481.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1482.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e48f3c5e52f709f8bc383299f01e5f10b1fe9142 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1482.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1483.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e72f40704f1ce354be0b6d8d4d844bc1dd1ca97b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1483.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1484.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a717b0bec522e2504ad1602eb8084bd2a9fd6da4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1484.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1485.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16c15ae964b27148c2f736917ba80f3c80ffb1b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1485.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1486.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d580a90d33d9eaad547fdb2e1d30da77267c9c16 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1486.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1487.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3073cf1d4faaf75b41237063216b28dc2fff8ab5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1487.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1488.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c711aaab84faf4d74a756b079e3b9d13ff96e7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1488.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1489.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f3691dd8ae732efbe71afee7d23f8145d869f37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1489.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_149.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64b9ad963e98ce31b09474cdfec00ab677d66c4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_149.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1490.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b1d40b1743195b0cd524ad743ea5658ad4d591 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1490.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1491.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0edb3186de50090d468ed555c0008d9ca59876b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1491.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1492.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aae26099b7959c0e42f6d918414e90a81c04643f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1492.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1493.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ee6b1f1d5c4f5a927020902e29184eb0e72ab65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1493.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1494.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf53f19c683a3e5522736e176721c5ab8d308b3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1494.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1495.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78831b173f62782f28e0d5c505dc55fbbafb8325 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1495.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1496.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b90580f1eb3e93d79a9f5544d73975411f7c5240 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1496.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1497.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..314e4c7f2627c887b9e19091ebfc41cb6db1af0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1497.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1498.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1da082072b3dcd94d7542e177f3b78e2ab1adb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1498.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1499.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ce087266b0a1d6ce55fd01de7cc5a3556789f0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1499.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_15.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_15.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a77e886990c4ea1a41637a633052ffbf7e0fce73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_15.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_150.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48ed26013fb04ac24c675ca21fb115a3d0fb9542 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_150.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1500.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f88e3768d898dc873195ff13ea6b1a8e627abd0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1500.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1501.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5543176874604f06d9a24a81a04469c84705f82c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1501.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1502.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efc776d796ecf0336dbba920a1de0b88768e39ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1502.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1503.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaf5148fc28221d963190a96a7a29f371631c13b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1503.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1504.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8343863e73d7c9f01c35f9565775598f41820760 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1504.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1505.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10090a63c4caebe08dd74a62f8a18eebceb5423e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1505.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1506.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87e3fc69e7448934fcdedf612a035b824b52e421 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1506.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1507.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..151d9c3ec2b524eedf2ec5181413dc0cd3610b0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1507.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1508.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ac4f418ab4d3ee5b561080dd11a1c81e9d9607a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1508.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1509.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83507b1543c7b8a72df6b7998386c9814258f2d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1509.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_151.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9439b2f21f1bd6821f87dc625cf15ee4fdb265 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_151.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1510.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0967485b1f23bc61adecc2ded49b4630e66b7b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1510.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1511.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b11a2ee395bef229ef688588ac43b0e58323f2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1511.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1512.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eb478c1c8d8cdbbc498c517aa9ed812c2a17c8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1512.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1513.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2402ddd7c1bea0e983d90b6a9c8b1951ead85a48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1513.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1514.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fceaff787530ea252171bba1cb8fdbad684769b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1514.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1515.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81fc0c58d4e8359be2cf18726a4f446d2e91da9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1515.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1516.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c1ed7a4f25a372f97d07a7bfd12e243eadeca5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1516.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1517.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9aea55e2acc95e5acde38761f5a96f7837f788e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1517.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1518.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23d0fb68d8eeabb743ff0fed17e5964bb9a32f88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1518.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1519.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cde1da082712550b50b9c9771058086c0fa8ca9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1519.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_152.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b941dddc7f53c70f7f2a22ca7f0abb83fe2c9833 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_152.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1520.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052e0878382f132dadf86000e6154456e41d9926 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1520.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1521.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fd7444561dd47c75755c52f0eef7b3577c09332 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1521.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1522.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd89480ac2b1778318981ad3670776caa55fd464 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1522.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1523.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b14a9558ae2ee30593aa7bf73c4cb44a33c3f59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1523.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1524.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06393792fe24e5b24a5135d45d6cdd92d6cfcf4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1524.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1525.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37be294a451178659cafe53f23289aa19f8067c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1525.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1526.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c159b64dddb1870ffce9c462fd3fea612bd79d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1526.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1527.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52fd1eabedd56ac8ab33e6d44ad9c06726ac987c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1527.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1528.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e177bd87d613f783484094e78d20db4eca5c3a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1528.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1529.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95e5344aaed6883a4eb44fa7183ebb91e5b2b1a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1529.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_153.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51df3364b30ac7f7b90220574e47c50f8b2a1e9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_153.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1530.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8121984582b6b5640cdb4043f80f85ab9471620 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1530.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1531.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81553d3553b0e5567acbb749622e0d4858288a5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1531.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1532.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb4706ebc658564300fb2c557d724e5769472772 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1532.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1533.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76b8ebb6041971779057dde7a08ee7601b78bfbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1533.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1534.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feda79c545d6e0882b945c1926d3817a506fdf2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1534.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1535.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..147cff2fb9d4cbc306bbe829849824d42fc0ba35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1535.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1536.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..193ab70f84ff0a9751d1e6746e02e43b83a5c2da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1536.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1537.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cbc3580631aafb3a7312d2d263cf7d1d10fcd70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1537.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1538.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30250ad1f9667d13f1debabd13ff0a9eb0da2a1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1538.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1539.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5afc0153238ab3657a43382aed75801eaa855ff0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1539.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_154.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ee10973536df4b6cba0e1a3d91a1dbd8420f6b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_154.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1540.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d5b3ccc4a400b63c441461b387f5f8c9f93ad9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1540.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1541.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf25af7d86e52779cee4d9286be2c5e8a985d113 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1541.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1542.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..824abc30f4f3b00dcf04223389701f67b4eb444a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1542.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1543.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..629653c0f6cf9a0ca1bbdaab14567040fe64cc70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1543.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1544.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cd0da19f4871af74c7a721f5e6797343e5b8a18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1544.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1545.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7f8ab769a071e996a633e07631af2dc8e3ed1e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1545.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1546.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27c4b8a227be5734678ceb7aa36603f896f384a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1546.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1547.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..218762da6a665ce1b19b43a2193cc4cb7b62555b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1547.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1548.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ab3e31005d763c60365ae019e8176fdc8bf86aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1548.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1549.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7d9219c8b059a5dfb8d0c1e9e02db97fa6458d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1549.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_155.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..047702bce70f6f0a5abb809436ded7bf4b7cc8e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_155.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1550.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..130e931983e20db93b409cc39677bc4b271248f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1550.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1551.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fd09e8541f1b582a3bb7271da13f9e3689506fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1551.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1552.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c812cc288e4fe43df170e1690c418d266ed6597d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1552.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1553.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5232c5f714962c322c99eae4c6258fd2720a9d0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1553.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1554.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f300a5e1fab387838337c60ac757d4bf36891e9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1554.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1555.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..766a0e7b9ae0bf2276dde3e371a7e6e270e766ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1555.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1556.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77892b4d7b11833a4c8cc4b71c7edb6fcfc7a4c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1556.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1557.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9be00cd4563d4ab0da0710dc8c28cc1f7665089 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1557.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1558.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35772a4161377259c47fa729d107b8133483f4d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1558.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1559.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f4718068f50e96de6f13c1d922961b20af64875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1559.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_156.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b70d698b33b4b35d48a74aa33b4ef7f7cba748f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_156.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1560.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2660ee4e8413419edd6ccde7a116419d79a2cd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1560.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1561.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8929aa566b3c6f9d92853e4a8490f7ddbc8a5255 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1561.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1562.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e814389449c1414b26eb912fb63e4f0ef5ae381 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1562.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1563.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..185a212d695cf4d75a8b3a5ef03cff2ed33e14c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1563.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1564.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51a4efd5ca478fa7015e2a2edd6271aa696212e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1564.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1565.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5c4c979588b6ee8edd61b8902e12770f91c2c66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1565.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1566.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..317e1e203c97be13405c92decd4f21db08239462 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1566.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1567.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1a2f5575b437809b595a8efd9673d7d874a0e12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1567.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1568.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70dbb11198505796a88085edb979e17a5bfcef5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1568.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1569.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f00488832d955608c83bd8dd238a5f5ae967401d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1569.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_157.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1cffdbea17bdcd155d7fa04359df407a4078f8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_157.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1570.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eccd13e8f27c43db9bf93828ccc922bb88df0ca2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1570.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1571.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70986f6df399753cf28f37b7b41ef0406cf09c53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1571.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1572.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1956ba09c6ba6d03ce14c62e838cf34a3825600 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1572.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1573.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4215c29df8989c25bd89420e96b22d9787924a7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1573.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1574.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0af377e4549c0ba427bb1e9dcaca9ccbfa8ed7bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1574.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1575.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6bbba7ca201eec93ab195ba3b1a4adde185c09a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1575.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1576.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8c30e02bd50bf6c17ffeb289178c3eaf3e69e6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1576.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1577.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..630f316e11624bfb2955ed33c3db4ea2115fb167 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1577.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1578.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb058d1317d5ee9be80ab423bfcfccbe2072a92b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1578.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1579.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45caa0e5284c1e61f752e497ce14e78965db8245 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1579.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_158.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..869266dce22b246c96a237253bd336ca7f91ac80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_158.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1580.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea68206b29770432a26821765c8c566da30ea7a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1580.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1581.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d66cac28e99589ade23a69f896641e3b4912c52f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1581.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1582.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72b1c3fe39b450da697ce1601d42e4913c7396eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1582.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1583.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b83a14dcca4bfee4562f59fcabad37ea2e77bdc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1583.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1584.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe05e42de5f36d3fabd3ddb5f3aa41f5539c1bca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1584.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1585.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a14277ebfccada169d6b43a06abea290e84696c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1585.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1586.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ee0cf360efd20537ec944e8fcb59bcf8b4f344b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1586.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1587.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b009e75ae305a6383407af8ff2546d0a0097450 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1587.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1588.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98dcb7aa5a213c1bf44c0049d1c84ca8f2860c00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1588.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1589.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8a8396edad294f8fd551f9719b037c7db91deae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1589.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_159.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1813b0b8faa5c27e6f68987d74c1c4b5ad1704b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_159.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1590.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8530fc3ff46752d4cdf5cb7d2cb7407327e2049 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1590.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1591.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba288aea16a84df296e149a6cf1c76deb3b94742 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1591.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1592.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..861b796aae64008da2d402d534e6556d1fe581e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1592.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1593.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..988b14523729e20769231f7d7872189f6d01e02d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1593.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1594.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e2b33a59a929033cf8fb231e670de64520e7667 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1594.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1595.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5af78f6a48f2ebba220e49581a5a3e260086430a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1595.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1596.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ba7c6925e21c7eb3cb81904598c233b21236f48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1596.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1597.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..805a0bc48ff0c909988214a712e5c5727f519c57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1597.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1598.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4731e531b4bbfc87835fd8148f6f5b09261c4dd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1598.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1599.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa0e7ea1d2d5069fc219c9247fd5a7dd1e0f3362 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1599.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_16.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_16.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99fb3b34b3e3945ee28541dc2fd8b0a1715ece0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_16.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_160.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..540bbb22487e3ed36d74f1c6f87b001b2c717298 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_160.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1600.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..927236ab83f7084ada2ec9ea8f27d657bebcc8c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1600.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1601.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f483a28ab7f6e00e7576fa8c84a5674f659a68b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1601.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1602.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b539b66ba90ab873a6a7919b6d207f34e0db0d4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1602.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1603.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..059d6ea17e82f2f211f8d2041a9e36a5d31d9f80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1603.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1604.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82d4f4bad226a8d789b4818fddd3dc45207da54e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1604.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1605.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..205e539222920a82803f744c4c14a61285e9b180 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1605.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1606.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22269686dbf2c0969a902cff8b6005670c419310 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1606.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1607.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31dc78922cfc0f67d0fa00654419ed7555de9a34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1607.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1608.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26ecd8dad5862b220aa935a51d17244e1f6df9d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1608.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1609.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff4476327d449a020058da7142d658e54df3cfe9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1609.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_161.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8c7bba73497e7dbf68644f2a7ecbeb654787829 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_161.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1610.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92e008fe6340e241b8cb8fd46530939ce61ce810 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1610.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1611.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9c47569e0e35dbcaacc17d7fd44cc69e1e97de9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1611.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1612.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b56682c41b25e9d020acc4868269d62ffab289ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1612.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1613.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..374fc41af57e243957b1936cb67c94a06c3a8377 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1613.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1614.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca5acb3bc9bdfdd5f9397b2201c369cbfeacf6ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1614.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1615.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ae5e87a0c520eb20ca74395b3e36455f68c26a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1615.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1616.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c285386fdc14139a454e0aff232900e0f16b89c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1616.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1617.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b5ab2b99efd79fe4101bac563e923a05e774867 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1617.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1618.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6346c845b2ac8a04ab2cb668c2fc138c36d1a169 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1618.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1619.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d81063c5c62b82d7b5e4af27efdefba80f3d7c1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1619.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_162.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30bd2ee5685406b3089a76f8797310a336d84d04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_162.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1620.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d8642a2bc018f457873be59dbf1614c108f54f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1620.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1621.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d0b7da94ef24356db159f887acbdf8fdaf468f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1621.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1622.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67dd7296faee5cbe3c16e8288267a1b53fb283ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1622.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1623.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14a66fe253107132f73c58c1284f3d6c99010952 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1623.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1624.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3392de1079b2dac56ebba10f0ffe5707caf1f759 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1624.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1625.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddb8d74840998ed580172be28ca62a9640819e02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1625.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1626.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58baa52ffa863fddc854373a10623aaf169b9af4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1626.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1627.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b1eb553cc6630f85138b6e33f59d4323bdf56c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1627.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1628.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..868e6d31891c4602dd44ff946de7b5d2007a66f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1628.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1629.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..142002ac616bd7b7fc9e368080e82f71d82d8106 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1629.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_163.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5901eda1d6af503c3c4b50a432f95863890cf3c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_163.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1630.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bceab268ef485372d7e8861751dd9c71de97c0fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1630.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1631.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5734b108d9127b4b0e093a64f5ca25a7027782fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1631.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1632.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b91934be82722820d7d16599864d61df9cd664b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1632.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1633.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9f2cc40bb19d93db59fd025d081bde5cba334a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1633.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1634.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3aa01a1cc8f522c28ff37127c7ff623269c36ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1634.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1635.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc9431cb300771315f52e28a90cd8ab537e90336 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1635.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1636.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6197837f344a00dc9ecdc7049f91659a92dc9508 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1636.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1637.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dffbbaa839e26870473210464ca247d3cd161f87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1637.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1638.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c04ddb8c3b94cfadeb4e7e8c8319caa86e0813af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1638.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1639.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db14c15ddad1b6de1dee3a1605aa3341ffc82ce3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1639.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_164.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6f3d2662ed261085f639471001c85261ecb326b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_164.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1640.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f0f96c219f6f6db711c10744a8f55593c2589e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1640.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1641.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6dc50c8773386944c398ca5e0db3abe14ba0187 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1641.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1642.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee19a155033919044319871e8b447938807e23f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1642.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1643.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b0e7986422831f409f5247eb2c97dda7382d1f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1643.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1644.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..646cc1ef492a2cf3fc82b57d18bc22925a11a149 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1644.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1645.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76b59090d7fdc4ec8fdb17088da4b57fdb9180cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1645.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1646.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71db155ee0ceeb5d9db3d218d7b5d0314bbda123 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1646.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1647.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04f58719f734e66b8d146963e9138bcfd43a8113 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1647.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1648.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ddf649597cb7963179c4ead2f0fa9f32de29d07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1648.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1649.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3c051a27b2b444faea42065e45d3c4a3c1cab04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1649.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_165.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8494092a85c41776c5ddb6d22e4d6e051972bd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_165.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1650.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..820f6f9a610423c561524ab6f2daf41b14882797 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1650.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1651.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45dd2c63c8c9bcaaf543444e6d5a5f46ac1d3a45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1651.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1652.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46c7313acf0ed53ed9eaee3f3d6126d817a96a34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1652.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1653.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07a32d2c36a279daa9e02623186e7cca740f3ebf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1653.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1654.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4304e38afd47efbf9a69bb722eac672291500ba6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1654.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1655.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8784b44a4ab715c62d02040a2d7f2562c8385551 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1655.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1656.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0927c095fd0afe361e4c208a0aa6ce6705cf8c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1656.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1657.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eade306e65772df3c55523d90aaf39941970303 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1657.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1658.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88e8400d85c36eddc3d36d9d17af94b2e5b84c92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1658.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1659.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75c1a485fc8f3e2435ca8697930da54b56f605d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1659.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_166.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f2af5d2351aa28e63d5da9f9ac8a91da775fd67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_166.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1660.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e2dd732c241dd87d66e91bd302209d58ff621c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1660.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1661.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85b7752eedbe77276873e8ca826659d38948f128 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1661.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1662.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f7e097a29fdb3190d2603d5df99881d1dab7d77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1662.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1663.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..633a85161e656db90fb62165fdb550d35425777e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1663.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1664.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3edd781d2b421d346415bda86febd056877c6e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1664.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1665.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8470ffbb35db757d20e6223946c22974c8b7b6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1665.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1666.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7e66417c3261c89c7c213fd0f9eaebdec2d78f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1666.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1667.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e32137ee1afae39c872486bb0a27fbed3e9ee704 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1667.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1668.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a892051279b197b34e4c4b2f246df607ea526687 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1668.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1669.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ab0144a2ee7bdd6cfaa6e1dc2153f0aee0dc9e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1669.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_167.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67cbc2a6e46df4fc70a7f8c3ba7e025651efeeef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_167.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1670.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3b47ebc007221b8acf19a917d24a7763358be95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1670.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1671.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4118a9080b226fcfa3f9621492b944c54120331d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1671.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1672.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53977de5446168433e9b1186da5b4f53092118cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1672.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1673.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d6c66d040f271ab610a7bed5e929001738be688 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1673.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1674.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35ca0a8be3b5654fd44b3c27cac05edfa1b0ad50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1674.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1675.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e7f98c6955bfe8db4eed3a240e1ef0bf88fabf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1675.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1676.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc904e2abf3efa3952b8efd2e0e008b7e58d51ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1676.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1677.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32915246d0e78c404cff71b46574c104bad8d8be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1677.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1678.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65d67362b845d26b6b11cef7c8a61bb6b86fce0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1678.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1679.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b449c5d89b83df7d61e71f25ca1d390f2bb111f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1679.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_168.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be24d9fab4ab5724f338e139177f46827a76dce4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_168.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1680.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f96db87fc7ceac90e2034e220ef32eb09ce94388 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1680.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1681.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..299cff76f3877c4b3d586f90881530919dba0763 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1681.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1682.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..467b64bc890f4daca2074640d46ce775900346c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1682.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1683.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22df53f95bad63b67fa5a3efdb34c26622859671 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1683.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1684.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ca8d0dbb224b601d5c469437365d6e50029b8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1684.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1685.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84b63409c8774de4fe73ce3714a6f1e0f614db74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1685.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1686.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c467cc198cdd0da4fd335020e74fa17c7ba859b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1686.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1687.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9e8a6a56e3a2235b17a97231b8a55e50e76eede Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1687.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1688.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..379c7ca8a504d70e87bee9f6607c9d1287d74b40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1688.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1689.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9cf193fc910a4da5c995c856306ee99697b3f39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1689.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_169.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3cd72636bcc87dd75fee8d3bf949a1a72847450 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_169.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1690.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e283e8f14dd7bacad504d0e0cbb9bce9b94f3eae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1690.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1691.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a50c564bcf1d8bf7d788cd042505ff1359e95260 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1691.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1692.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b6b7bb7d2980813e4bdb0ffc02fe6028bd877f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1692.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1693.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cc52c8f511f7d39060d12df92e3107efaa8ad27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1693.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1694.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d7f46c921ad1f9d352649ee8802938ecd1f0edd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1694.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1695.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30c28e125a8e4afd1ac79455933383ebf850c42a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1695.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1696.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..104100326297c9af22b7287a8ace40f24aecb09c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1696.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1697.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65048c585482f47996d5eb2ac18df0f7378e19c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1697.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1698.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e877b17951f9228f9d46a7a64ba6fac358f6f41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1698.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1699.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe3b5903a432ca8ae11a1ca766b1f71b2a72c353 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1699.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_17.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_17.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de89fcc5cf61358b0bb7fdc596772c653a4db15b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_17.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_170.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..185e97610671d0db27a1cbe5f7d6fb356d65eec9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_170.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1700.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6e2215420fdfb15f96ab909791a3bd18b60501b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1700.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1701.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b16ecf5793f1bd22d2fb6468522ef2ff38126230 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1701.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1702.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f128bfdeab6a61e85f1d7a9659f2d8e87b012b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1702.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1703.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84304c55a3b058ef1b29ec69750ea3eca38b4a55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1703.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1704.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8700607da97d99fa26955a31f52502dbeb0ba8b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1704.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1705.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d82949ac013ab2badad058f06de600baebda265 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1705.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1706.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5f1dc4fefd6dccad2abbe1fc92bba1ecc0f55a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1706.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1707.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78524036544441f4a45cf20f9a0c2e7ba320df37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1707.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1708.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5107d8372fbbe5f529d0accef056421a4b011d66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1708.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1709.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1051d2cceb771092b86998d2991f76dabc4ab5a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1709.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_171.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1654bda200a350f66c2e1b431162b382cbeae3a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_171.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1710.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbf1b431b664b65e15aa3de6dac93907076c228c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1710.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1711.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8efe6b76f5a852a752563061e1ac459c5af29005 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1711.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1712.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51fcc6e3f2acd8e67163585c63ee95cefe7b5cf7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1712.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1713.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4341b29b25f612b9eaef9e0fcafa4c20305ae895 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1713.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1714.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d2efd95de71af8a2773be097f878da748b7bb00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1714.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1715.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4096d8ababf62fe85fd2ad0d506606778f5c34e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1715.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1716.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f93422d652243cfea21657bc5b7bb21f5e3031c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1716.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1717.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcee0e5233e3fd5359f6b0f6e673db954abc35ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1717.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1718.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2724a74618da615ec18401b15cb97b1c0ce501af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1718.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1719.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5abd581130c3f8a1f02b4905c4d7b0815049ae61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1719.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_172.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9086289024677dcdda0f5cf47c554c98d272ade Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_172.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1720.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed8b34a0828833c46a6916b13d207e4a782d23d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1720.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1721.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80c0e00a89b397c4569ff3b62befd447f480648b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1721.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1722.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a7205fc578996aabcd685d43dc3cf8941bc01b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1722.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1723.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bef373c9b20148be539ff387fe9b09cb235ca4ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1723.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1724.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6347816cc047699bbae7c7ef31a25edba7a6598 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1724.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1725.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..136619b0ff996fdd80a255ad8747471c54afff15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1725.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1726.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582dc0c4f043b87f126d0b22ee247b1ccff3ac7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1726.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1727.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ab74279259194c0e68780f015be27a84b7696df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1727.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1728.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3df862250cfa9d3cdefeb2b1608f097109f51688 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1728.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1729.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdbcfb6c15cf2b6d15f32300625c2fd5776612e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1729.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_173.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c67015a4a82761e335f9612e095ba912b121b94e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_173.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1730.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a39e60f4a3a64d295f3086d6d13494dd4688c00b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1730.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1731.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ca42f28609508bb9a98c292a5787d398e03daec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1731.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1732.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87d743a26381a97419bf0789a982cad4a40b19b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1732.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1733.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa530960f291926ba179796680be16a8a89fc4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1733.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1734.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..371beba5f10ff2da6ad813444d6af024564c1c52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1734.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1735.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb50a694ca2d0877be955feb89e0e0046cb0b844 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1735.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1736.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d52c7007828e0ba8d5a994b10b7e63376b4d5793 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1736.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1737.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06ec8aa8837fd2b3692da4d4d8c832519e508783 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1737.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1738.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9579b414a481dbfaa49cc86b35c9ce983ede4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1738.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1739.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bd1ee330dba5955ae43fb5a00203ac08d3839f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1739.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_174.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9fd22dcef08285fa0008d8b01ed01db04b8058 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_174.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1740.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46a65e474cea8d95ed948096270d647b00eb0821 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1740.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1741.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..392d7630e8cdf6339a523e181b038cf0155d6a9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1741.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1742.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e8f6578155ba41bf8da0323ab20015417db4554 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1742.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1743.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d773d728d9a63a20be6cd733d8ad63747ff0cbda Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1743.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1744.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef4416cc6efe72f5882f4060140ad868a4163dfe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1744.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1745.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fce86dcd75f27c1a126d89b5697d136e1ec81519 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1745.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1746.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c3d634eb0901c50011472e8dce1b9b337f0e28f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1746.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1747.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98f1b2321fb87a582a85022800b4d297f15898e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1747.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1748.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13a7026fe458d17a036aac0413e59b6aa657220d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1748.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1749.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8adc924c3255c990bb3bb28d9495eca2ee4be641 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1749.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_175.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7800c67c1e10aa8d37d0daa001f62f4f653891c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_175.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1750.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f704610eef992f375d513da0cfea685fd8e8fe62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1750.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1751.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7588b23404dec2f6329abc51d1b5cdbf414c6b27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1751.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1752.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b5243144f82b7a88ebdb94137540252908c7571 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1752.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1753.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b02370c90919acfe4a061b551acafe1375c4928 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1753.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1754.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890a6d123e73af91fe35ae73442fc1f6ebf363af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1754.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1755.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48aa67201339f6223b95d31989edb8483c31edeb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1755.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1756.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecb70cc00d1641cd0b4e84f9c6d194d4fa51f9e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1756.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1757.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55dfd6c07c98cf7b53327ce8749e1e194d099415 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1757.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1758.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab8f0561a24013b0d57e0795a6ec08d70f08cd44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1758.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1759.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24fe4d1ec3f5a77754006f7e211d05a0d1b4c12e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1759.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_176.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9eb25eef73cf522f7a33f24659252e76c51779e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_176.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1760.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97fedbd890cab533944c1e1052aad73955578965 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1760.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1761.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6dd07f22fd4f4402134d29eb743726f3d9929a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1761.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1762.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..259d34f324d21d61915eee639ccc7c57624f464c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1762.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1763.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83e33b4eb17d2c427b29330ad30e1f8f1d788375 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1763.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1764.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca9a6511ec7812a6ec751cc13df50555550b1bf2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1764.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1765.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de73cf86a111d0d6f57171c42a844482bc5a1f4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1765.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1766.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34518961d3be31cea373eb7426de1b2f3aad714d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1766.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1767.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9c0827e3da7e01dd1f437ee975e067e09571085 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1767.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1768.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2a0b0eec772f95695791903ca4c38d71fae7973 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1768.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1769.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e17de22e6be35316c29ff72b5cd41ea858094a6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1769.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_177.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68699b9efc841daf1d3f124032c06be1675865b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_177.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1770.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5df8facfeae685aa6a7d7f67c2837b3d28362c5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1770.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1771.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a333d98a68c300438eac4779fcb7f92ebb0609c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1771.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1772.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10ae4aa1a1ab9961cafd943d07eaaeddb99b8710 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1772.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1773.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dd57d9a7330b93e650d1165cf4c8fbeae4e2fed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1773.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1774.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71eb63405fde50cc9249c458a32d95820330eb0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1774.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1775.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e5e46201026ff25a1276a57f76cc53bbe43fc1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1775.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1776.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4695aff14e2eb6cbb501cf1f21e804ced2f4670d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1776.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1777.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42890c10c9433a33e7add1d6f10d8525a34c3ffc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1777.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1778.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15c885ee42d583deeb851a93663b9b866779c81e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1778.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1779.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c320047eddf0ded6cabda55e157164b3ac8fd91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1779.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_178.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cf027d3cc72d80f43c0593af3665264c176ba2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_178.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1780.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..922ef339a813fddf969cb63b645d46998033233b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1780.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1781.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b7ea87c64b79988cc9ff172d97fac79c525ef43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1781.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1782.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbfeaf118f6961c1da5707e71d4f40237b3b073e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1782.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1783.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f54b4fab3f729482dc010d1419dceb2e0a19dbec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1783.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1784.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f00981d43f41ec821bfd1f8a40748a025f60d37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1784.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1785.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff014b5e86111ae5af66ff126c2b0b5c0ecf8c5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1785.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1786.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6754fdc105c14d9918c219ca54b09cf6c1777ee7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1786.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1787.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dff01a1551d2bebe3d5bb801e52b1c7c2cfaa677 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1787.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1788.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af788525c2141955b3a7bd7056907050c140350d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1788.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1789.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f0ed49678a27e274c13c5722dbe155a419d892 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1789.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_179.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe2632568bf1cbc55f0bf1f5a0702e693851ffbc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_179.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1790.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fce5cacc4f5d742b0122605b00be1f22853a4958 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1790.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1791.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea6848b23a9b99dd8e846e8e63f4cf7b7ecbf527 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1791.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1792.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaa2b6147f46aeeb36a6ce084c287463651fae69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1792.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1793.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94ae99e20aa9af1b3df9a82e203a49f6c7d56700 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1793.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1794.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d4128347ef338d1b4b89a6a11a054cf3185ab1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1794.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1795.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6b03c9ba57ebd9e4d907f3d283226c60a645977 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1795.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1796.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e4777d67a09d0e9960e03ac060ec55e8e8fcbdd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1796.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1797.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27d6db99593a08dcb66779bf4b1823dca9ee2944 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1797.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1798.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af3a782a828ad789cc3d82b663b535fc5b1a1cb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1798.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1799.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5eb13a5e9360725d6636a109b120c6794120fec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1799.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_18.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_18.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ae586ce8d7747829d6cf89afa999619c3bfee2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_18.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_180.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1670ece4a68139aa0f966e7c542cd7d530151d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_180.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1800.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60c94e9c26e0a6824288fdb0e6a07c4e26b7aea0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1800.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1801.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ca0df0e7f87e14125e77976ae5ce66dc6f08559 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1801.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1802.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..defd547c749ba0f4ec9aedfbd05329b2ad1fefb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1802.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1803.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2ebec5336665b8c19769bc8fc6bb40fc213fcde Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1803.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1804.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e29edf3b4186697aeb88ba4d4e7b4f610918441a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1804.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1805.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf96a073f97b1fc303195e5c0ab44140391f9472 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1805.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1806.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..077f53436d08034fa1635e17559d30e33d981c23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1806.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1807.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51ea7d61721a78e88d5023526695ce4dcd404e53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1807.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1808.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3242a017762bb05c9fbee36c18b55de3e4988866 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1808.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1809.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79f61e0113bf12237a409c511a766ff4209fe2af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1809.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_181.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0693171c54535bb46882b049d5a8945fd2ab62c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_181.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1810.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d942a5dd5e8c654747338f0ea9fefb6c001773d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1810.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1811.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f5780c212aa5ce5e396181845c003319b151d87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1811.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1812.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..834e4547317d699a1fbea82c1134664c76e9063f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1812.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1813.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a8168545c167cc180122b1f80eb63d2542db641 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1813.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1814.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a6cbd11677551e9d47457a1128f7f855efb0042 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1814.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1815.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5825f8f15fc75a3ba7ef18b23000f208f8d42e5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1815.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1816.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..422b0f4972cbc931beb8f6afe7336210ce011787 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1816.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1817.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39763973282562b44ab587a26a5e6ae4427933fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1817.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1818.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ef308530490ab6a1d0fc507e03603657f71ac6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1818.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1819.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..079ef9119d3cb4ac0dbe2a3be4de956ae2e348d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1819.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_182.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8c056b59ebcf7b5f2fa6e4733dcd35ea381d1d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_182.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1820.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fca09961417895d5fdbd8639049cc738177ad35f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1820.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1821.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f15f5fbbfdc802bdf69d1e640c62f3cbc6163c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1821.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1822.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d800c9f0f45e44f643ef6cac6d0a7d858b41c312 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1822.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1823.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c5db8a392c7fbca85371ec200729f46c73ab32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1823.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1824.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1791051ed33bee97ab7730a4977a64b734c6f14e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1824.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1825.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07365dd7b3c6076c23f5cb243a9816c5c06b0248 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1825.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1826.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f49bf38f3405b727cc1467e8894af5cbac5a457d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1826.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1827.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06a1ef6cc0de4ccfaebcde922703bfebd6edd63e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1827.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1828.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ce21bf1fb45ee7a09972458a200ca3c92458a92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1828.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1829.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3671a882f6323b5a3a1aa9f1cf2df510cdc1813 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1829.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_183.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bcf3a5d93866f1f7f91fa684ef73ca9c2a5de0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_183.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1830.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a57898593cec7b3fd4233b27217034b32ef438f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1830.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1831.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e1adf4809d4322f4eb1436a0e3a4c1bfc5c8532 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1831.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1832.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df02ba02c25b87bed9af96fe74d5b4918b04fedd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1832.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1833.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62a6bcf75935b66fbbd7d3a878719eeec9f67438 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1833.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1834.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47da5e2c18fa625dcea4509a0c3a6898f127a858 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1834.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1835.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0919d48499388e1adb20ff1272307c591e0b8ab5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1835.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1836.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ec978929517d16d80ec89c80c1e375e3a56f581 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1836.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1837.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30c69f4c0428a772ccfa86a00d57811d61ce6807 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1837.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1838.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250014b89bd91fd41f2a8bb6eba26d3457d25a00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1838.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1839.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4af2e94f6804fa1102726506611b82963d0b183 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1839.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_184.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c6b11ba9796a2d6dfcb100c2eabf76e49590f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_184.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1840.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12f148ac334756f9b92c51f39e28241e57974ba6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1840.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1841.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ee13ee47fb7eb5403ff8d92ce263fbdd14c64bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1841.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1842.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92189361ec4ffb1ba659836204ba167ac9e9f3d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1842.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1843.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abf5dfba16cfe7e3c9b3cec73e34da88bc603c25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1843.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1844.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67c85b339d0abd0685e7f245b327fc0f865b07fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1844.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1845.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ee68f06e6686e4d41291603108410d8dba48a9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1845.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1846.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cd61a89f9e4a8358cd195092385ce670dd8cf54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1846.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1847.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34606324be56bb0e6b500bde5bce775cc4c88224 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1847.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1848.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7564eacc13d498be6ad6c25e79a3447c87aaaf8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1848.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1849.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..496e45781740b3bdaf48232bd5823e1c7fff4342 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1849.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_185.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9af3b0ab5dc4bf041bcadfc2de8430cdd0ea2e7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_185.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1850.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e55d351741aacba7baf14e31babad54f7baa74a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1850.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1851.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..555887d7855ea12cfe7d6a7993ebe699bf94c329 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1851.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1852.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5f1c1af875f5b35432fbf2c8be3ba8c77588eae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1852.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1853.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d775601c7685edee2642f882d2aecec506ad8f3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1853.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1854.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0142c6d627b55327fa9e6958a3b8372d10f23fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1854.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1855.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4dfd24f26d1addf0506610ac36a5a11c5b93582 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1855.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1856.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61a6925ced8dc51305b410ab1c9c28eab51eb9cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1856.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1857.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67889c54e42655d70e7271bc874bde062cb61fe3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1857.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1858.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f220604b49aeeccd37f832c9440ae15534981904 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1858.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1859.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4385a4195052675b7a104e40449f0033e06c0177 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1859.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_186.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e8589012313e36974adc281aa576774d7e3a6bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_186.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1860.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..480982d1b00cbdcccd0aa4c4a1552253fcb7dc34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1860.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1861.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e10ad10db315e0baf2fc898d573329b98491aee2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1861.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1862.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a35d75a864668f1dc93608f60cbade7fab315c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1862.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1863.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..988bfbd83b92c60d6a87fa9679e40da4427441d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1863.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1864.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65623e85b6947a5cde5baed7129e16b62996c1ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1864.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1865.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff3eff0a02eacb1f8b3e81e97b715bf03184e4e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1865.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1866.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d58e297f225f2e2c058fbd4006a6aa0ef23b41e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1866.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1867.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbab1a7924855ee5b2763b7e96966c107e6989f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1867.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1868.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a43f3cee9c3ec8d7589e3dc8ea251c4b86a8e9dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1868.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1869.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fceeea8e57be056e9b2081819cd99e460fb6976e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1869.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_187.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aec37410649a17eb5653e700b996c893e98a37b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_187.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1870.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e43bc62d894600110c9d5a7d92eaa4db9c1c781 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1870.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1871.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c09b5c4032fe58a488d937c2e986c1f229309f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1871.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1872.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9433e3167e3ba0ece545dc7129d8087d2948a8c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1872.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1873.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41f359c636966d1157fc14206401a0d2903aa8cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1873.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1874.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55b128510c14e55a1f8a52516cfd6495e5dcdf8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1874.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1875.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f998546ebc4e986602f88cea1b6a1ccdf6673f17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1875.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1876.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..471bfb1b45c24dee1bb1a6206c4e2037115c07e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1876.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1877.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95ff7453a520a5d820d13851f1c3eee4ffc1e209 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1877.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1878.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..081594b85f12d8d4bcc18645bf1afef812eb4ea2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1878.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1879.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..934510c1acac4640193557a2e52a0fa8e1df6f5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1879.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_188.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b31bedfbee7d28a7c465df26d9c07f1525b26b26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_188.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1880.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1df6e40cb464f65168b1b2725cc996ab3377659a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1880.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1881.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..949ed2ba44ccbe93b04de40c39253f40bbcab6d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1881.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1882.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db926cd92c7b35fc4db8aa2e53cc23cf668dee0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1882.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1883.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc5297e9f46968974acdda0185c8b9b198b8f9a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1883.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1884.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..607c3a77f57d6a307641902ae921e752d07712f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1884.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1885.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6133db9cc2c6ceec08391a0537798c630dd8f66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1885.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1886.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0e4e51a2e7ed1295aa5b3a86275944061283a5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1886.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1887.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a692fec68d6dc12520ed56ed3d85656a8cec2e25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1887.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1888.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..742631175c1daa461baf986acfebd9b339569cd3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1888.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1889.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..356d0e7953ab6fef3fea4ff1606b3fe9831408a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1889.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_189.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27bc3cfb1d0b630a4827b16eb2645c6e7b67191f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_189.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1890.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60bc9aef6a250fba1f43ea0a6032c65aeef1cf4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1890.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1891.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c78bfe4cd64e3da3c9fb264fa6432e7030373157 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1891.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1892.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca4f428477422261bd92f6add0aaa45e95162680 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1892.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1893.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..500834b9e738ca928eac834b9b869d57689e0877 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1893.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1894.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8eca9dbaac3a4e0d07a38f392b93b10bca6709c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1894.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1895.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b557db13789394c2135dc47cc281df5e5894e88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1895.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1896.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c524ac10e45a7a5402f90d2ccd092676eb636e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1896.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1897.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eed217093d5ed0e74119f6f50809cc5487004b9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1897.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1898.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..061cfa039a39b6f61dbc59e3d3972bbcce5c254a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1898.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1899.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc8e4f35bb2b78f3da327be0af25aa41a2acf3ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1899.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_19.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_19.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89dfac2f8a44213639a52951912439421ccf7fc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_19.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_190.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..165c98fd5701cdce65dbd413c7f924614434c87e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_190.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1900.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2ffbfd644d8fc3351e706683513bc9b0553a46c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1900.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1901.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aa7e4402f9c044954720e6e1b8a8082e1d570b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1901.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1902.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..579c84058f7038088176c5633d1c9adf1f7cd541 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1902.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1903.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..313b6c29fd9912604b98a343bcb7a77733edbc31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1903.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1904.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..328a5714644abfe92f0dbc9db3822a72820d995f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1904.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1905.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54f943408e6d20002493e4563c02de0eec52cf9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1905.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1906.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2ee975017308a01836e2be0f3fc4a7de1306d8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1906.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1907.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c66a81fd7d37e1098f6df652aa98d096606a5631 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1907.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1908.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a70b281489761b339b7d939c89e8a89e4547722 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1908.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1909.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c41f455de5e30debe0ef5d248364b5033abcc84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1909.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_191.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50fa35af8b3b977ee60c7ff31b0773f6b7cd954c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_191.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1910.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bea0dc55d9bec06a491dd33c6d267d3665de1ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1910.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1911.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97d626ffc69a04e695246e3b478a54ca9a340f11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1911.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1912.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..628cde0fb2153e0ff7cf063676927cbc65b8634c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1912.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1913.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6361dde91a0462154504e953557affacef230414 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1913.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1914.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5091e141913a2106b5f34d7c6ede8a5742694aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1914.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1915.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9195d7b5280010584900401f23fd08d3c6f687e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1915.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1916.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1259b7b9e9e4c3910297c0a9d91e1327de0dcc84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1916.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1917.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9c7f1fc24df86c00f43c8f381b458f9ecb8e1f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1917.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1918.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9117bc86d5b37e901a46bee5d9c720757b083705 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1918.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1919.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e5b2040c3f6e682037abc2286c1e8b8fd723b85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1919.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_192.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13d2e50f65392c78e3fd8adec08cb57f9feeb403 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_192.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1920.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a26a8970030ce2f255e40c353611dd9c6749ea71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1920.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1921.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e94e03823619458f836b8fb4c60eae1421a25f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1921.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1922.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86177233f038b09893c3bc5f5490940ac65c002f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1922.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1923.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c06742dfc205e1312846ca856a2dfebd4f406e15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1923.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1924.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68fa2ed0f73ed57b85adea62becdc0830bf8093a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1924.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1925.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6061e747abd3119808a4f9c2df2dead25fada66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1925.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1926.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d60d184896936ac31e9752ca273d20ee8d4ef10b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1926.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1927.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48700d99e8dd1afb368563a4c5b9e3ed251ef319 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1927.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1928.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62fd05ef93ad355089a3b9daa0ac679c781421c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1928.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1929.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7f2b6c3715f9e8e33282453fd55e5811bb56f58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1929.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_193.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce2a255e6248e7e1fbf6dc7f090c761f31b371bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_193.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1930.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4a0ae95cbe8ec716fc76b2b51871ad30330e5b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1930.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1931.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcc6d3253e34f108ff883a4ddd88abc4733f8415 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1931.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1932.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7b6197fde897b5309346370cd63abfcb1caf89e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1932.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1933.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b3ae18402d7d24116de22048e727d0312cfac1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1933.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1934.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46df7adc3833f64a2e00ca46d183621fbec098b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1934.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1935.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..036f721fc74ce098f25e1133d4b33dfd7cacf032 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1935.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1936.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64ea381a519a0c64ac77a5cf3825894b5c0986e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1936.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1937.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9945896cddfa96881ec2e27437ebac6eb129d777 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1937.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1938.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4096a6f592218c9e1c6662b13142f6e2fc2cfbeb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1938.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1939.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc636e0960f111913355ee22277ca1162ace8a7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1939.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_194.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c3a0fdcc757a7db277fca66fa53955cb6f1749e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_194.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1940.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0afe565e92a85e7ca9ca3c853cb7d7f02076d787 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1940.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1941.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..933395609fc3db6adf9fdc02604ae187f88c4654 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1941.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1942.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8a1f18f65942b57dfe38957fa68e2773e318056 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1942.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1943.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed63c0bf208fd7231e0dc0f7254bae6c48578107 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1943.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1944.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a154bf8cfcd0a029f28ff67ffd877791ef9a7a4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1944.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1945.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23c68572ba77a8b4fe99cc6c63f32b8035f1f080 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1945.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1946.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c613d89e239dea5b6b70564b5abbf69e9e2e0e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1946.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1947.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1897475bf49bd0800826fdaa71137480f7625f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1947.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1948.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea9aead159fb8d86dafb70f232558b12df83d948 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1948.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1949.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ea2bd074d604989d3f3f3fb2e507c38f74ae81d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1949.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_195.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8be712c451be27cb560e8c3ead2525f0c968db71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_195.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1950.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..764f6810cecee53ce55de69b536d3557623fdcd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1950.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1951.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c295adc15db174e7bc4d9dd7e7e4f013dd945f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1951.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1952.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f45d8c4320ee1712a9936f7276f2905381e99d80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1952.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1953.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2282b4becd51bdbbd9f119e022320d88d4284e5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1953.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1954.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92fbb3b1e1868425cb528730b967e93e6a99df2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1954.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1955.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd2d823234451eb7346855e458d2a07107299867 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1955.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1956.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f284a22582b46c4a40dd561ccc294bff57ff3f98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1956.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1957.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e406223768f1d49dee2c9c881f2a88a1793e156 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1957.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1958.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..634daccc2d98eead75a78fa3ed839fa2fc5aaffd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1958.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1959.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93fa46ee6192a43d5a6c2f998aef25786e9556cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1959.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_196.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..386909f0779c3138b44dc16ce3ddcda3dddf480e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_196.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1960.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30c193fd0a63008543320b58d2ffda4a5ebc6836 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1960.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1961.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5af114e4964549c21548d706755cc784eaa0505d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1961.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1962.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d9888ec035edef44a554115f78eb0fe3baf3365 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1962.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1963.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44185d932fed02b6e2380712722ec224b5925393 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1963.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1964.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fdd868258748f9aaf568841f7e72ba124cee0a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1964.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1965.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f4776887403900e757db9a2d1e19928fae6f58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1965.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1966.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..197a7e86f6a1ddd6f088c387340b41a895e71199 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1966.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1967.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..559c8f51ca162ae2154d6f9e645d4eba44b43b01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1967.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1968.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e8e115c6a54df195ae4fa225b32456f78ee0407 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1968.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1969.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f35f57af823f02420564eba609b893137a76c09b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1969.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_197.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95bd15d7ca2fd00d574ebf22418dcb2c59e84493 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_197.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1970.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baabad4c2fe242efae79f374bc15d5a77acb0a2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1970.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1971.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..871df90591eb8417043b8ab42a7dde3b7a01b2ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1971.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1972.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3e3d7d4d91da5a20cd9f1d039c89e0ad9ae797a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1972.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1973.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ddc5e7f194dc59c539c043cf779a1e35a1fb95c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1973.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1974.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..510d609c0305acca6f00ecb80675a5f478bd1f11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1974.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1975.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0030605e1ad33df1e8429c9d65f08be940181a10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1975.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1976.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3d17e10cc9886025d254db5169c8a3213c350d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1976.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1977.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1055bd5cdf9933088878ad0968fcb407b6272cae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1977.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1978.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..523546b0534cab16db91d27d01995a37ec9e62dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1978.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1979.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2143fd0f4a6554a53bda80e2b4b6d231cc37d88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1979.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_198.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18627e1328f995fdaf59a2255e99fbd8d8eff5ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_198.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1980.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca3493f1c05b5057a77d96076a4d5aeef09c6854 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1980.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1981.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5285281913e48cae39ee771dddf034643c68c105 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1981.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1982.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f0289d0601a56537fd992ab114b0a7dd2a582c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1982.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1983.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab5961372d0906742414cff7ac13e604e619b0ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1983.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1984.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db3e8d187d300f1e7859daebf885f66f62aea732 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1984.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1985.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..352dcd1e5a518af845aee4295b1caecb07c917f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1985.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1986.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1071050768aba1fc558cf8fb656cc0160ae5cf85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1986.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1987.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e046325215a83909c3677324f9a91d6864e5fd4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1987.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1988.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55795ccc736d5234c1fb60179c75fb0c56fc75b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1988.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1989.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4508c6f088f2eb4a72d336aee48b56802054512f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1989.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_199.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e97048325f8f30ca85102aa216c0067e736ef7c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_199.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1990.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f455c12f8b53ae12c0b2c60e187732be0f8a49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1990.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1991.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..634691497e5299603312046196bdb61872d73bf9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1991.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1992.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81f8252814c3d2afd8e089a53090194ed28f11c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1992.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1993.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..844759b135afe6f2b5c15272064109b3595c68e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1993.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1994.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..677aedd9df2454ca2ff17ef1d1d262b9a37bcd54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1994.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1995.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2d066fea94c7bdbb5f0817b22b284d6b2e37f7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1995.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1996.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9bc8b026f5caef1a95001e1c75459ae49dc74b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1996.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1997.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df679e0774040f6ded9828a2348886d2dc691cc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1997.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1998.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28db28e27e3d0fb8fbe002d7571a83860f815457 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1998.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_1999.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_1999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..759fdf2278bab6daa86b56ebc94967ca4ab8a980 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_1999.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2403392e7facc20e9b459c54386d157a5ee432a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_20.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_20.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46cd1c71c650d04dce192fe84eacc9d25cf8667e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_20.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_200.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a6c3f451b762f9a7c9f2adcb012bcd3e85fbf2c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_200.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2000.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b80d8f98ca2dbc5648fe16f0464f4f9d8b7e640 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2000.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2001.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ad2b2e5040cbd6a53c6a691cbc44bf3ec86b050 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2001.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2002.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fc3155f59d6c0374e3ba37ef152ce7fde6c142b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2002.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2003.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ef5c3526c493ddd303fabadba3b072b41be22c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2003.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2004.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e23a4cb6784bdc0ea6a4f3657a84762ab8958b00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2004.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2005.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f47cef39da5e88d7981a1282536fb278059fd07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2005.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2006.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19b87516020c78934cde665f4aa8d3a2ea805155 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2006.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2007.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae846771744cda9a44e034dd0a67176654be08c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2007.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2008.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebcd00976c6a1adde21c40a612295437e7df983a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2008.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2009.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d01e6fcdbdfb88c933d314941e1f5b35a10bea1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2009.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_201.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f67b48ce9c073e239cc550c2f47cbe72b6d2582 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_201.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2010.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7ae5a91523a5aa84df579205bf89653f090e467 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2010.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2011.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d02c2b3b68c1c4b36ffb48275842d5e96ce2d937 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2011.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2012.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2a97cf4c92f939985be54738e6d850c493c8798 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2012.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2013.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaba99cbb2f86edcf70a82b5c07b00e7eedc3ecf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2013.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2014.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e20ec92c6eb79813cdd0c19f7c9857a862af1c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2014.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2015.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0200777f1350e0d156e219fd5714473b07c8c53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2015.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2016.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b6400712db7ca02f2cb164b685596ab75ed6609 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2016.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2017.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90dae065d5ee1d9160aee3618bbefa4479fdf9f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2017.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2018.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc3bb56aabdbb4087db4884dbed428816a83bb97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2018.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2019.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52a3a5cd4cd0bc878aa4d8297410d3de7597ff91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2019.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_202.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e316a924e2e5cdb0230f52d4c5eb926a1d12fb0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_202.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2020.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef321b5a4585e90f1338223ca69811545eda3e94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2020.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2021.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5424bd176689f6c5e7bab09d328fc2968f5016e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2021.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2022.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5da11c1ba18bfba313ef0d9c7ca6ac9700d3792e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2022.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2023.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..254475c5e949375e46749400968c477b37d0e5fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2023.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2024.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e340ce5bd8637f2221828353a7c70937a79ff39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2024.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2025.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1291a42872da986897e6f8ae540474d37ac87f11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2025.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2026.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f464497ab3ca4e412fa8aa564eac8814a4540c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2026.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2027.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c702759f2b83aa1cc33e8fbc2ba0e372d2d1d9ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2027.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2028.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..748124d0d28c76f8a9aefd85855a2e26feb3ade1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2028.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2029.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dea15cbf1a9fabf843b1d51655e7a2e5fb20276 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2029.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_203.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e0dc2f7be91624d8b68203029d3fb5fa5afb5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_203.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2030.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f63bd07d34aaf324ce2762bd8cc01a183590d4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2030.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2031.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b63bc1d50306af404c111c1a6c9bdf461977e454 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2031.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2032.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18d0c4fa417435385d0874775d73343659352a47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2032.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2033.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47d85b93c7ab596e9e79afc6437a7da3cb63dbbd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2033.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2034.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99837a2937cbefa8b7b78f748be4ad5297e85b8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2034.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2035.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec9a5db4ed8451624cfeb12713d13f4594889a2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2035.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2036.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b56ce68be6d598bdae23a755b0ec8021e88971c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2036.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2037.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c9800259c1186e9face5d63e6a4a23e519ad0af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2037.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2038.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e0ce89caf5f8376b9f8eed580fa4034b94b527f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2038.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2039.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1def6dbf56d407d43b7d4a179bbe2bbc177d213 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2039.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_204.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12ff71c1ea929c4925dc994f777afd4c434816a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_204.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2040.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46a03c81846d4b783b3e1b4a816603d332eff859 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2040.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2041.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e43951cb40d33126eb479692bdd1cf5146bff41b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2041.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2042.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c59b30f7b37b6d47d07f85da20fcc7d98ed3fe9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2042.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2043.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd62d2707b3a7efa5dfb05f3b0afab2237537185 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2043.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2044.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0344abb0552796d48c0d9424a065430e477f8147 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2044.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2045.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d94f3dfff2bcdc5413df1e429743871d8485172 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2045.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2046.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e95fcf7f7aeea92d1195115992695e0182e26c04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2046.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2047.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18abcf3de4deb7a8421b66266f1d2d14d81e4b22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2047.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2048.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691e1027aa7a9e17ffb7ec47fca7a2b92aa193f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2048.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2049.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3024023583fffc44728362d55b3f8792a8c0f7e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2049.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_205.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35f82a1d29f2e406dcdac38ffbc42d1d77176f61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_205.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2050.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c5331316b0f3b3987a7b06d0dc32fc30b71e8f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2050.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2051.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7831d2af97380b34d1f7673f90fc998347671036 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2051.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2052.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52e2a33736a37ff0bbbdeec137c01eb25246355a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2052.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2053.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91e1f1b90859fcb2c213fe0ea292f034dda172f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2053.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2054.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9883d8d5abeea8fe53600a68cd64a8248009c888 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2054.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2055.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd22b9a202650d184a7e0557e6f5948b03e35ca9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2055.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2056.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cba411ca9583a05effb85c16a329ec54731af231 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2056.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2057.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0140eafc2dbda61fd617e738b7d36027a7ca2261 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2057.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2058.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5444149035a640d5913c0f0534e3b87448721e77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2058.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2059.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..564f815a460eb209c410647a241863be85d4f2f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2059.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_206.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4e0b5347a1431bb26b72ef757e18e4ffc3b3e87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_206.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2060.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ec180b106fe7eaaf9afaea7a74dc52937483fde Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2060.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2061.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e976919d90bdbecbb6b649bf9cab0ac57538539 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2061.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2062.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e6fdafc127e9bb5436c996cb4fa3953eb6e07b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2062.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2063.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..722ef28cf5fc7dcaad7315901f3de1d74f121b5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2063.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2064.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dab6a810f72b796a68450c28cfdcd2cc7dd2eda Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2064.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2065.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7efb32e3d02b730064c0ac115fc9f7d4fd429d6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2065.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2066.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..232768919d572d20d79b7993dbbfab380bdd5638 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2066.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2067.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c55dcdf1e991b989526bf6a897f2dc8124caf3a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2067.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2068.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b0cf813272651d1a65c558e2884f9866e786c90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2068.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2069.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec386b8b79999843847e3ce1d96106b47919fe5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2069.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_207.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..137c0750fb4f45c4d08303ce6098e11b11e2f710 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_207.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2070.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..744fb1d3be28de29584cb20b23055e94c638e55e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2070.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2071.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53a59810e49dd83c34d23769e8b03cdbd105b923 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2071.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2072.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7a6d5d697b109f107f73b4780aeae9b7c2b9b37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2072.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2073.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc76a5e80855e08a8582aee148fdf8f875734fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2073.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2074.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c55bf90babc2a3f954af483bf2642ee1f5377fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2074.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2075.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..555aa845a773b481fa59cb6f0bb6e4c0fe3d5cbb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2075.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2076.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..676bf5e82a545d47d0576ed75ee8c2f331a568a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2076.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2077.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..365b31f8d3f45703f204295e4e25e0601a5d9a18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2077.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2078.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21ac436aa3aa8e46880a175e89f74e50b735a502 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2078.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2079.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..791366000d42f37e95078dcece60b4ee26d863e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2079.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_208.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c86697b9274fa4aa96c333bd3bc9205d9a561e35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_208.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2080.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ad6b9077a38c1213e024914f76200ac3df966b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2080.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2081.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5996eb5365c35968f0cfb5b074c48e742a4aa8df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2081.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2082.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..888dda3fb42d8abf20f11668cbf0f2b295c4b7f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2082.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2083.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7604a671e6380434b07ec7e9febb89add5e0ca0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2083.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2084.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a771eb0bca94ddae03dfc9ecd832c6293fe8e179 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2084.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2085.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd04957bd78af2884cbbb840a1ef2779174f45c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2085.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2086.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db7e615b8bd7877a31bd000239f1f4215c820294 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2086.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2087.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6454830f6803e00906ece6349a519239cc754bdb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2087.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2088.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adaf571a47d41d04ec33bd496111a4fa7927cbdb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2088.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2089.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce7e2004cb7fa395c446ab4502e270cae052f8a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2089.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_209.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62cccc53d4f913f428189f57c4962c05ec9f6bb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_209.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2090.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05f53418ef8098539cdbecf15a57ace54f00dbc8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2090.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2091.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ae3e72e95ba54a6e0c161ec95fcb2141391c9aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2091.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2092.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3d4fef907f78d509f08082d48d93424159bd20b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2092.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2093.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8e95c705f927dc08cdc170266a46f3724fac6e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2093.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2094.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e4d3b02b8f5333468a151e24764844bbba58684 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2094.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2095.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..916b5262a56064d04ba8dfa30e2f8e381721e019 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2095.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2096.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4e97404ac3c1f57bc4ccf517c26b158b56982fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2096.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2097.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b271fc22b0bf2b2da4385114ced73f54d8c4139b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2097.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2098.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9680dee2441cb10f0853dc8f597ed66ca8233c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2098.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2099.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffeacc9ff78728713c39ae284b629fb05eb1425f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2099.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_21.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_21.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f5772bfaa08dea7ec1db2e520735846104d7d33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_21.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_210.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec76a78b77797c29c770ae5090d6b0df9f1242f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_210.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2100.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70be4d1f807c4c4a1789a10ad00459647f3551e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2100.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2101.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69c7263bb42cb500196239cccc79aa6d0c1647c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2101.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2102.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4080aa13cd063215cf5dba574c3eba0b1fd4a8ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2102.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2103.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..854a1c95fe048ddc50ce6287bdce80b52725aeaf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2103.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2104.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c451735360d53f01053b7395d0998c4d51ef4b21 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2104.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2105.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6347bec560076c28fc97559e7134545982579074 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2105.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2106.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eadf23ce7a211a2e2967eda91fbeac3b215fb3fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2106.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2107.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..703e86c8c77f8f576eefa6a36cdc6a6f1315eb3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2107.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2108.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3064bbfc62e5f7f341291601455e3963ef773da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2108.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2109.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..949a684ba764793aff5641ceb43f0d3b93c256ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2109.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_211.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c938dbfe04cc860db7f76a4a0c86b759aa86e313 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_211.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2110.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..164438fccf81cdcbccb47da0fea2a8382c85dfe1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2110.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2111.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc9a9b283a6dcba89b041dcf64a5e6c71703e13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2111.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2112.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb30bcee8c7c0de214378eb3ff7cb0c6bc176c0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2112.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2113.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b90626c9837153f33d4ac19b3701202b940804c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2113.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2114.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bf7e50cc70edb540bd3f1a0a57a4e32c0d83c6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2114.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2115.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb304d02d5fb3bb7a6aa80291595ce01eb92168b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2115.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2116.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..869ba546ad872b8f497ebf1c8fd1f04f6660f280 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2116.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2117.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4070156c0e009b0367b6ee95e7b90477def45e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2117.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2118.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66a914b3f33bd5184d4f432fbc89bba633282347 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2118.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2119.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f90a4107ca9f7b1c27080809c0264a60f4efecce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2119.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_212.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4945e46105e4a7734fb371bc394b63c87c3c628 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_212.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2120.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b67738f0cb089fa40d6390f186cbd40a8ec2129 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2120.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2121.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff049dadb05c2bea25010674297fcb50f211b9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2121.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2122.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..631f3628d294bc6471be504cbc9232410197dce7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2122.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2123.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2057e3eb5101d9956104b79d2923f2a93fb5af1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2123.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2124.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63dcffc661f599db29ea7fe2247308c4aab707bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2124.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2125.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2a6a8baa370401b224853b9b61c018dea21f601 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2125.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2126.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff74741ab1de610f503640ca7a5f9de6da53565e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2126.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2127.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..807948a8a6d6709f7e9b596c48da3879efe768dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2127.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2128.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd57bc372a00193a6c6409ff161a309f05452c81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2128.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2129.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96a114f02bd27138d7f9da3ce100e0dc37bd3d3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2129.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_213.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf6ba01ef93e2bbbf93c443ed7cc8cedad45aa17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_213.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2130.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd5386657baefff279fdf4fe9f9629dd1cf7f045 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2130.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2131.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c704ea53b67c10b5126190ecf3f1c22c9e58aa22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2131.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2132.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a70d66f94f79e21eee5ddc4e2040e5afb7a0860 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2132.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2133.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546fbc0281eb616be028e66dc8232d6fe33a8f0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2133.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2134.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d06e044322251513929942577a001bf8132e437a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2134.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2135.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff4f20ac99d14823029c79f5c99275ba5a7df020 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2135.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2136.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..002d9abd352b7ef1f6d841799370cbbb6a5e0d03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2136.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2137.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bd490b49c8534c07eb1807fe0cb2ff28c3a2bdb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2137.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2138.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63b9daf69f6755e120c9bc1231ed310f520a6b96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2138.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2139.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a5969f83a0764709762677b27a1b16759177de6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2139.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_214.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e635eba32fe0236ec95df237628bf900075b9a40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_214.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2140.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c10966a1fb9e30aa41c37a3c8578c8cd968c83ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2140.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2141.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d6e3f3e3395432691bc3c19b38beaa28f4bcdc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2141.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2142.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e3fd0ea92fa785c711516f68ed2778acb8411d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2142.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2143.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93cc865d523e220aebe08795aff281506c41c86c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2143.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2144.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eed1d40b1ee55dbdc7f037814cf89ed03e365969 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2144.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2145.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..197312e04e65d8b2495996b5a07ea1ce91e13310 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2145.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2146.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a0988851eabd1d2965593a171d9c1a1d589262e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2146.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2147.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f64743e765ae94d7292aaf51125906360c396db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2147.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2148.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bde73cd8005da0184e37ccae6f595f885696d782 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2148.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2149.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7821f94828beb0cced333125f1332b192b11bf0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2149.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_215.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b54c9695ef14c9a93f7a0c01e38de4f486e3326 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_215.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2150.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5604401282b6efecf0a91cdb6872f76f7e4b402f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2150.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2151.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c47cd8cafff6605be775784edfcc7cabcb1a0e81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2151.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2152.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44c1da887fb62e16c4caeb9707c49296c6bf777a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2152.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2153.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1fd290d18c96e559a33bd1fa70b0c3843cc8943 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2153.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2154.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..464ecf48a3eb0937976d25403a78ac5b528c6cfa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2154.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2155.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9c7c6e96a0bc6cf9e34dc6daff3c209c409005e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2155.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2156.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c24ab451d89a0de8de4952aa15991840d9bc9c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2156.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2157.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890dc115be4368960d3873f46aa30aeb424194e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2157.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2158.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc787392a32ef70fb765aaa777b32f2ecd98e4b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2158.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2159.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddef199b1b82918e8616c96609a5b3efadc6c724 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2159.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_216.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6afd6c1109414aa240cebe759fffd9fb2e8f50fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_216.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2160.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce1ba00fcbe61ff1a69f1a4c47e9732ac87b72ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2160.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2161.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fda73a3cd30c98aa18ec19178de92cf12e77270a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2161.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2162.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c12f3fbcd4c8264d69cd776a60b60872453d975 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2162.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2163.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a02f3ac9018657a9afee86034000b1f2c9cd9b71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2163.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2164.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b657dc70a4de542605a61eda141ff3ec14af01f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2164.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2165.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c9a317c555d735e9b1c0d30211f75180f3c1f18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2165.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2166.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45cb6abcbaba4a676a2a36958574c9e6ca1fbc88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2166.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2167.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b6a9021c32ae32f640d9923d8113f7839e7c3bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2167.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2168.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca95aaaf392ccab7c7439d68a24f664d979bcd93 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2168.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2169.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78973a20d3099549f4b155050705cfdc0b56cb7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2169.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_217.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..948417222fb36440d095804dee23d88e3e92b235 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_217.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2170.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6856d91ea3c8cf6c8d3137e6f8dae634f1fdd428 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2170.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2171.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40b164c5b770c10541583d6b61deba92c531ca7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2171.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2172.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2c490e3aab97850af215a0f53883a80a632c2ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2172.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2173.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd25b73f0d610ac5ee97f2a467d42eace9e48aea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2173.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2174.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf79a7fae5f89822a5a7833569a93e00a8557f11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2174.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2175.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1209fd2781a61d673526270421bca658c78d956 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2175.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2176.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd1d69a3252a80ea33fc7b09bb737a275dd2c4c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2176.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2177.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a4f424a77d02768a08da024f0a046fe9c71c8e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2177.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2178.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15ee3141ed334129ba6ac81978aa87c5a36a5604 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2178.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2179.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9013c9d764ea32cb8f8d519f58ffe4d7b921a568 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2179.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_218.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..213cc5141db037a234986c9b57754dd03d0944e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_218.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2180.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b48fb7ee8d2a39aae5f3d403c1f08898cc5e3dce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2180.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2181.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42b0291659a2422a9b98f62c6303731a6fc735c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2181.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2182.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c12adabc782d8ed23b1dc44220042a57f3f0bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2182.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2183.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f001660ef1ce14dbce8ea15df7815d39e945ada2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2183.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2184.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c502c88ca13428bba60de6bc7129930806573cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2184.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2185.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de7e64a6575ea9d71f588b4fad78315102ce93fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2185.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2186.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36927773d6ab2fd09f67b10b43c9fd72bb31d615 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2186.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2187.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a84eb54578beb1a250851d4b689ab43b77e128f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2187.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2188.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5d6b057096a064bc303f58e2b3d91ef7c6449c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2188.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2189.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01e4128936f0390a8b5e16a2331c99568f64124 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2189.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_219.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dae81d84fba1e4fd3738a7c7334adff553e561d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_219.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2190.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..688089aa399765fcd28895fd42633aebe663ba2c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2190.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2191.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9df3332145d1ede853322de0205a5a7aa466e751 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2191.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2192.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..040232d2529d39ca5c21263d5199df3022604f18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2192.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2193.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42a74abbb8bd59119cd3930d63dd6cc321c89e20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2193.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2194.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d01ddeb74a670c93d85b1ea794c28339fc73fdc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2194.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2195.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a01511d414b4b1086a3c754da0c8b3c4be5f617 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2195.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2196.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f65b454ae5245b8f826f1cf26fb116f67fd286f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2196.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2197.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30dd0d2f9fc36d6bb6d959abfea4904fbc8ae911 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2197.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2198.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10bbd47f527f48c9c82b20931a8d723b995e020d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2198.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2199.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3b098d12f9d09afa4940c17ad398b2c274b1127 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2199.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_22.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_22.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea308f585234493e4c28d0097fe12d63246f97c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_22.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_220.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9abb99e5613344b4b5a0d9cc3ce14806f68de5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_220.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2200.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f16ba3fb6d458d234c355eaafb695c56c73b867 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2200.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2201.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5bb08e7724faa667b0093ad9166265dff12cf24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2201.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2202.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f25e581ee9813946f78b547132cabd0bc82f9609 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2202.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2203.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..146b8a2662f53cca3c7a1e158b5acb184c7f4c0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2203.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2204.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02fadc569d42d899805e6682cad25513f0056e96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2204.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2205.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ef1e6e40ab7e28754d095a4efb1b6c74b2e0ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2205.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2206.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecdf6b7d6c05e484943580d02675793de900fb5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2206.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2207.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb0d9639c31d2219deb6c6cd41c1652764141167 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2207.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2208.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57805fdc2044991b1c8fb1d5cb7cd63211c0bf9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2208.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2209.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ea03a68f9cf3d0e33827b468e266e80e34bea74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2209.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_221.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88244e47100d2b79569b99637eb0ba2ecd90a069 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_221.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2210.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e17c5bb927d24dce3ca611696688f75d63fae6c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2210.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2211.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c68db2f458dc50f7225d8015c3e48f23f5176d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2211.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2212.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d989deca640a1ec89c24a4199aa12afdd9fb631 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2212.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2213.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff4ffdff6f10f6a6e6611596c33f81f197138eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2213.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2214.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..157210572ade89fa168aeaafe4512153eab1077e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2214.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2215.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d36efbdef1211e46fff98350ba652c3e2ee4821a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2215.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2216.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ce558e5a793bcde3ef893a891083391cb67834e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2216.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2217.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5551c8e62098d22aea171c8ac0f6b13aa4fc506b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2217.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2218.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b13c6c4cbe9ea5993d1305fec993db80eae6a04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2218.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2219.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b80868b647726972bd8bdc0ed83ebe0977a82b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2219.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_222.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bb37c9a28849aa765b51404f6c6dc19241bd0c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_222.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2220.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f623155854c73ac0598b0d5b58900a30deb35d7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2220.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2221.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ac484007e7b438b12604878a1370b805f98de63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2221.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2222.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30f70346f89a5927b975d0bcda2188a1db7dbe1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2222.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2223.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad122f1477ed8d6055901a25b90d69c345b7a68c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2223.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2224.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42091990863e1b02cf3f5379cd58e97e27afa415 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2224.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2225.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d614f3bead6a8e4b0df9f72e8bb233ee7251940 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2225.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2226.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b8808c7dbbb5438d59597660673d0838686e618 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2226.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2227.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8fa0da0ff92316084a41ccfe9c9120e172a43fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2227.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2228.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f54be30a5181a92b179569e1d251dc8f9c11af9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2228.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2229.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b8eb9782518305f300a2b21360c7c111dc58729 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2229.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_223.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24d50221112899d4692e7e40121d94a6fc262e29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_223.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2230.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890915f49b95b7e47a508d8ebd54dbb26aca96d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2230.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2231.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e030988cad92f3e4122956b670af198764ce66a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2231.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2232.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c35077eb31211866cdcc7d05de15d689d18d0cb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2232.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2233.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..451612824880e28b0102929e5ec39479bca5c8cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2233.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2234.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f297d0eac357e97ecee9095c1145017ee2d5f209 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2234.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2235.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..787bce1bb6c4d591044ec8e8f534bc7100bcf1c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2235.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2236.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07e569e7d131e6bde84835e4f5eba901d0745721 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2236.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2237.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc84e190d6eefe3193f3d16b87895f9fbddac038 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2237.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2238.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..126b05a340b894df2db964f443eb35d812b9842b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2238.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2239.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6c5c5c125ec689893318e945247ceb35a48deaa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2239.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_224.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4766bb0daa431e4b7f573e82ce8d55323bac78e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_224.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2240.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d316d93e49e5b528d8c7bea9337e8b9690cb099 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2240.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2241.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e76ec75167ac9ac3f5f1394ef27e646833fdbb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2241.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2242.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6817713763d6a953453723547d443fb6fc4fc9a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2242.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2243.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..960ceb30bf89614c40d7551ecb42b19847a8de0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2243.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2244.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd86216725017d84b9f3058dc5840e494c4ba252 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2244.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2245.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95e277f2b5169b4a5b09a57ae0becd1b5a8bca43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2245.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2246.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bae9fe88b1fd787dd64f899424c823cdd543791 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2246.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2247.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6880e52ba653bf7377016458f7d9d5f914d00107 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2247.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2248.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4cb363a012d7ac8221caec434689ae9c2e37b76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2248.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2249.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2f0f49bf76338aed4a398d49e25ebb58f3a6804 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2249.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_225.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d822aec58b64d27b39673777d38461661ebcf40e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_225.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2250.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..859895b636459516fe5e0d801a10908a2e5a7293 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2250.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2251.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c546626c645fe4ce9d55c67ecb61da7546c1bc8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2251.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2252.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee8f12b3109ed2298c548d7bf6d48b68a9c0ec8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2252.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2253.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..340587c7ba14f1d07dfc2099ca2c2e8b9ec48bc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2253.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2254.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..861f2d8fdda220f7fef8ad99af834c806d3e8776 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2254.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2255.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0ffbda2dc8993e010d86a77938eada0bdd47318 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2255.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2256.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4e162ff1228f84feed4e4c81eb831212cace07c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2256.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2257.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..116337f1ea70dfb3aed9c9f903f21fef8decf03b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2257.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2258.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..001c6c5cc9a72ef6077eaf6751f9361ec42d89c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2258.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2259.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68ab7ef36839b5e82470004d1d046bfa16d22538 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2259.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_226.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8460e8e79eb2506e10f7393d0cb1cb6343766629 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_226.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2260.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..249a672a964ab3eef0897a7ccd5f39175c797fa9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2260.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2261.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52370602a6fd005cf8c23784c0705817f4352e43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2261.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2262.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb3befd111d9f8420f4d04c155580d2f515ee33b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2262.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2263.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5a2965f257cb5ec402cda06210e2ac54dea285e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2263.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2264.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14fafe4a97e89b72737d5e5a3ec5929449cbcdca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2264.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2265.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4481fe9fa2e6f395434a12a6f0e005ce4af5cd65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2265.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2266.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0112140541d2bb659d24d74003ba74c9778c56e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2266.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2267.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9687587ccad88d778483cdc033dbd50b6602a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2267.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2268.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9efcf7f4e61819b0513e13b99d6f520e0b896e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2268.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2269.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed7018c3308571f77c1aef7c3bca56b6ec4972b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2269.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_227.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a84daceaec7c77f8371b8a8c6e9d1a16e8d8b00a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_227.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2270.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6c84e3ab02fe54c84f0c9a5c1ee84ca2804806b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2270.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2271.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4123b145aeaecb05f8d056179198101300f67e7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2271.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2272.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2eaa07f4c24428f747602df230287db47da73e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2272.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2273.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ebf9f4dedaf7d174a37410102971cc20c84ac4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2273.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2274.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4f617665a2eb2c6653778224846a66447fdf4e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2274.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2275.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa66a8d9124882f66cbc991fcb8534ff101ab7f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2275.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2276.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f00eb65cd8167961d903913a261fd08230342df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2276.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2277.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb36673f5dc9af1eceecf6e000b84927d82f55a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2277.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2278.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1e4c03d8db6a570e4910c5498490006557d2425 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2278.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2279.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6183b9dedd32a688b774ba61a9d7e746bfcdf02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2279.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_228.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e41d48529ba4759ed7348cbed07ccfd5ab19eb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_228.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2280.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35fe995ab021f71a04c63106bc0baec73bb4bc52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2280.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2281.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bff69cca679f7e8be30daf8af7135f3621517479 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2281.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2282.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82f534991e3a84a5898e4a7c6e0e11137dfc4fdc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2282.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2283.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88d46604c07a866593e2e165fae70626c74dfc97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2283.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2284.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..526edbc17a20fad34948228cfd8e79afee72198e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2284.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2285.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb515d5ab4f4f356c855addd44800e3b3570110 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2285.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2286.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..489f3ecfdee29db6b9102fea8c51dae6b0a735e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2286.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2287.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e7dccc8d3f9e704e58a92103d2efbed957a12d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2287.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2288.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49bbe49d85537bf74fc4c82dfa5264792dd39c04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2288.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2289.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b087a0b3549be00c9f73ea423774a71a5f350a41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2289.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_229.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46fdaae90e26ab5989b1a0b11d33a8e1dfb0ece1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_229.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2290.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1187882f6dcd7e25f6b7587b751a7be3351f0d04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2290.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2291.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daf1c3e3183aa7a7f145a8ceba3ace2dc47fcfac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2291.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2292.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cea0b24722cffc2fc55c3873e4783f4a3564561 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2292.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2293.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26280b294bf9840d603bb918b03cc1954ce60622 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2293.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2294.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8abbcf7ec9ad0a826790a3520bf6a8ce41e5eda6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2294.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2295.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6ab4a3efd213b18a7e82c63d56bea726d107421 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2295.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2296.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..102a3089cb101bc67c96ac04d20e213d034a2eb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2296.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2297.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38515eab3b689d99111a193adeb137c952dec10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2297.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2298.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0f689a3ad150ffb146c8d1a6adba6fc432782d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2298.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2299.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55f821e8cd953e6ce5f1ceed2b320b8edb10712b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2299.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_23.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_23.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42a51ea395e58f55938c35af855a707c0236be9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_23.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_230.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d408126c8af40df9b90b058682b56453f20fed60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_230.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2300.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f432937f276e5fae35fd46d4719d98c471c2cc22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2300.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2301.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7634c40dd02e2389e404f4eaf01f13738d36a0a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2301.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2302.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c80e6f48a3f5ca7a8bd0feef3efff675d816d83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2302.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2303.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890b24e4f7d2f235cf392c80a105b182fb4b0692 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2303.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2304.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fcbe9b24e75daa67a5834240f2ca2680dfba369 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2304.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2305.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ebb228d39300521e435ff829c95690d31074104 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2305.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2306.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9c8cea61512569ef1fa46d64c4b5a4656e6baf2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2306.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2307.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38cdd8145f5d955cc2f1f28d38b6ed10894fa2ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2307.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2308.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7c898eebb38ed771e996371c91b3d30a5ce78aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2308.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2309.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebeb4fb320ab69d10d2bc0e036f56fb67181a9c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2309.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_231.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f664ec66b46e0c5ec46de18d2cba9c3a491fa7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_231.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2310.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0978c1bba5f824432897d0b7fafbd26480125dbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2310.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2311.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..881c7f45a95861adf3bcbe77ba73aee32047fda3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2311.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2312.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f47303f351cb8b688c9788519f9b804f8d1686da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2312.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2313.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6bcb0f3deff7c06c329672cb6dc462302b97f81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2313.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2314.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b18f19d4b7abd23937d49d920a09cca893f1c4ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2314.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2315.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d124005aadda5751bbbd044b41025a624563ce58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2315.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2316.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0c2f6a80659011bec0f3547eb12e4ab170c5420 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2316.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2317.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de6a91c2a38c677affb479504f6e8272ef9c5f00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2317.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2318.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5154c5c0550d7e6849015239d81bdc8a59755a68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2318.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2319.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4b242b384d437e1a4c8fae6a528c78716423c77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2319.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_232.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a36b53c11ecf7597b38a9a6fa3867e8b83a0d1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_232.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2320.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2aa19aa8af2c0d5be29d97879904706335c63e2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2320.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2321.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06f7cf1491af080817303b2911ab8db5f546d7f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2321.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2322.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f448ce694811cfb0f4bb31b2d0fc75ecb8098c2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2322.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2323.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c7d7a2173c97a2cf17c49ada846b731f515c5b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2323.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2324.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc9465e2f17076618efc9c5a9a00b3668f123dd5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2324.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2325.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cb2eaeb2c7c06b0e40b5f1f7e9daec56b927c2c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2325.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2326.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb7c44d92b0d0799768ea8232a8e379223a96cdf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2326.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2327.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..661ae14c7a46ddfd941dfb274a06b9fd26974404 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2327.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2328.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4567116e3e488d5eacc163314056f8bdac9fe2d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2328.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2329.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9864769c21b22efa70903522c5d2180a69b4ee56 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2329.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_233.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..affeb0b47c7d363d15f302e5cb7aa09a7f18b55d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_233.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2330.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c6a0d2dd09429d9b10d2ba2be40631bf1b06bc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2330.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2331.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..024c7eda998597ffa08056078320853754d92222 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2331.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2332.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3108dad09230227b6cab7f648da7d1e7d5fdfa7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2332.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2333.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80013781f8e52e704d3b88ba17d171bdcb3e91d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2333.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2334.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..359c08fc406ada176e690e02d9b8f14020100eef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2334.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2335.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d6074e11cf2f53ba094cba96371df5e3edc7195 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2335.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2336.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daf2fab4d6b7114c07df2d5ce2da897cd0a1a6f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2336.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2337.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..910da90a4c21cfcefbbe14107f57ff0b811a6691 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2337.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2338.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db8d6b9a9b7e682146a9d74a411606c0ec691d49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2338.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2339.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d2b999eb4562d0d4e96af7d29a13b1b4cc0c4ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2339.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_234.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c948954090098c8d37ed6f211691c9494c288cf9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_234.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2340.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e98c041981ad03ebb7e4c84fe85944dd1e414ee1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2340.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2341.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd385fe49e2a0d2ee9dc64a39b5ea5a3aad5c4c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2341.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2342.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8213470c27b335cc17c5ea275ce828e03b5c490d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2342.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2343.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f27c746db00f5311f262cdbabf48bf0b8821911 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2343.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2344.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56fcd1a26abbc0207cda46c44363e41488b9a6c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2344.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2345.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04399f167b933c6593d6cbc30578f98971976fe3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2345.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2346.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1617f1c04626bee82d124ad55d73118a36823c65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2346.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2347.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2e1209842aab881ca01d06061e5dace8776ce8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2347.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2348.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01348695571f8c6446ffa498f4cd2639120f529a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2348.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2349.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23814e29f3210066c40aff9a7814a5cb5892d4c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2349.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_235.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc4040ef8635e829f54802367fb41699960ba88d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_235.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2350.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10e5ccbcbd011c82c5b0a05224aa1392a74ab713 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2350.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2351.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..289704e4dcefa2370173bb7e0307e0a64f01ae8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2351.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2352.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8934c147b8bc45eab4c3634edc696eab96f5684 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2352.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2353.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c5917370fde934538dbf45becdf23d3fc94c77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2353.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2354.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03058eb426afa7e311eb0abd1c5ed26802a94d6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2354.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2355.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5834eab40cb744503d070972152f9f82c7dc9e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2355.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2356.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b50226c4bcd57b0e2012f0b419daf7a43d40fda Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2356.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2357.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d505b8ff71d720a7eefb59fc60f3a8e08d73c92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2357.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2358.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abee52f2a9158752cff01ff7356a37cc3f15f893 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2358.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2359.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac39a9393bdcec7371a707929ab6b44c870ec7b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2359.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_236.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aebaa794a245441a7f878560e77da2eb7db7de0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_236.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2360.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..236d4eb04eeba0ee6a82748ca80ab780965187c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2360.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2361.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc1eea76f766312f41d163836eb07e16e01c807 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2361.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2362.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed760f53ad22cadc47226818f0db80314d05fdb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2362.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2363.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3c50f4ca219d68e6331acf51eb6a283953cde6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2363.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2364.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1da20b0ccf24204bdef0687ae676aa858570f85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2364.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2365.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad7af6138ebb81c807e31963b8091f903fc52f0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2365.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2366.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbf2731286019006391e38bb4532ae5dde4e503e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2366.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2367.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cc196b3d30f2acf38e415fe3165d075b1a5f337 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2367.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2368.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6ca4b25be720922457b19a74c8b6129ddd86573 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2368.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2369.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..260e4831a6d6a7f5832640ff55eb1faf127622aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2369.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_237.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9a89c08aa85d8a420bcdc5b88174b387d74b3b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_237.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2370.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a25194f512104a47855fb945808b2602262f649f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2370.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2371.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..448230daed143ad12b06d4fec6dde7f658d849e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2371.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2372.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ca0245ffe8a183074ed4e46ed0514a8f9c51393 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2372.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2373.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c65128981d9e03132741b798ca2f6f58c81bdae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2373.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2374.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9827f6858ebc8af79fc40fb6a73c206f439c75f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2374.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2375.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57303d85b356ea4c12ea5c8b52314022fa4c0557 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2375.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2376.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7472e649284af53feb94aac654ee62ce876fbcf1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2376.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2377.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08c1c9cb57ded27eeaebb5416cfcb912be9df412 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2377.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2378.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a238c0b53fac64fad8720221cdc1f144e3b4a0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2378.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2379.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0cca4454be6d45657166ed787b8ea05412683b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2379.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_238.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed9db8b8ffdac32fd3e6a0c0a59d1e3fa3d6ecf2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_238.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2380.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a773d77f3a4abca2de24df4c577fc50436018b5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2380.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2381.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a97cf7b4ce56caef12ba3cf9f4142acaecaff49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2381.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2382.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0b05c65ae976a4ffa476a12cd6acfc47f88cd5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2382.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2383.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4669719b47a44a82c852d432e06946084f7c1d4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2383.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2384.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2de272ea4d2e0c020fdb6fe9df16c0f33c8f8bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2384.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2385.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54643eb3ab4e7a0ba29a3d24ccb11a087a5e6680 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2385.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2386.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44247b8d42a993aa7dd17c3d0948a7e87ce46b59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2386.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2387.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bc3319e9f9790a07ce48af1e873da4715ce6636 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2387.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2388.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..720b881c15a7b2dd7925569750797c176d44a934 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2388.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2389.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bf1a919a39a21d1a77b901b6e9301d815935fb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2389.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_239.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2abe5990492ee4d74d0b36efa6baf7a5321f9c6a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_239.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2390.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d748c770e3dcfeee50df1ccc2e4fef846fc69957 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2390.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2391.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06b5572d6690b8e66d2b215a45bd0d37256e2e2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2391.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2392.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..680a31927e9c4a463c07e6f3662b32ece1b18eb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2392.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2393.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a681598482a94d5b5477ff3772103f7a6f2b0c25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2393.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2394.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04598e647a83fe35387ed3ed5ecc9154e6f9fa5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2394.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2395.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10dc7c869a6ca2906f94fd964ea2208f1296c447 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2395.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2396.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e6dd949e80fe1b6f83fef48e74ae34f2196b610 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2396.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2397.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb0486816065b96cc7c6fc712417e61dea8df8ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2397.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2398.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9994a94b024f504099632d3e27563b258849591e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2398.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2399.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..607421de54e3a2f2744f123fdad69bb035d60ba8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2399.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_24.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_24.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4a89884cc43571f0d724921a69115cafbeba7b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_24.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_240.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e714fb68c5c21de0c25d991038e0f42607946a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_240.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2400.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3e6095180420069850ed3ea1f6f512b4f77f59d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2400.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2401.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c503894d812688f37350bf682e5615f5a0ff4d41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2401.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2402.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca50027f8a38da9c614bfd0a23baf0b55697e77f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2402.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2403.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8da95ad00174356ef2baaf73ddbb3b5d1084e4ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2403.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2404.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70a02716d590b612f0c03f2f2d96f0cfca6ca1f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2404.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2405.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13cacd8b2686179da82d955ac043fc3f0aacb97f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2405.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2406.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7700a2fdf4e085cc6bc940d46ee76eb4a1e8a0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2406.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2407.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..caba15d7516259d2c632933433865b85e9941f47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2407.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2408.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5d8187c20b76225cf1e93fa1e1bb48f4355981f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2408.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2409.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0a8ce9b9131acedd7b0e6f9f5a9b872703f2873 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2409.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_241.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ec4111094bd9ff457610dd4f1355bf3275486c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_241.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2410.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..421f96075583b368cad1322f25a4b128f1ab78b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2410.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2411.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42029f6de07289f5978a5ede64cdeef38b4d8ac4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2411.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2412.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..868faba0fd46a1663b7b37bb91ed392de71c5f0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2412.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2413.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa3d3288979a91a02575733bc7eb107d62939796 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2413.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2414.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5446a6c25354093b90c8f297a4f9abd6ad56dd8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2414.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2415.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62ba4d9b5cb02415d4b82c87680bfa9c475f1dc9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2415.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2416.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d3f545aea3e233cf852b135d3aa7e44e5ff7fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2416.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2417.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0215eca9115fca1e88e6df16dcb785a965a78dc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2417.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2418.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c0d35e26eb754684e4eb6f724582d561f8e18c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2418.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2419.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3682b59c27bcaa63d69bc7e08aeb95aa4d0f5b91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2419.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_242.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aebafa05aefeabee191376a354b0285bc57e1b90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_242.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2420.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bdd9c95337c5cf14ee942d79225f3d117b4e090 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2420.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2421.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a44180f03dc12ecf968c0da8678a103cf0f4365 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2421.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2422.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7a4b5ce0debdc6ae90bc16f910698604fe3c555 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2422.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2423.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc1abe9712ee3f563253c0783d4e150850e6157f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2423.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2424.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e55b9fa3164152025e1243e0235867f85f3be6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2424.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2425.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..701174b5b374e12eba882c7b571a0120f5315197 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2425.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2426.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..688868b7cdc2a672591f660415943caf770f8fc2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2426.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2427.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa01f9733fbc3ce19510ae637fc10028c9c79ebf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2427.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2428.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1930d989c2ed5cae01b89756f87c46ec5f20bd28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2428.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2429.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceb5c237cfe3e4c6be13c65a113a4b99969c4505 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2429.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_243.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a857d01535b45322107b7593b5e1eb0f7496a52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_243.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2430.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..304f247dc97469ffb94e4b8ce0e3128aaef6d528 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2430.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2431.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b8da9274a65950f7289d93de7dcb766d7c641b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2431.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2432.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99d96662f351dadcc4a6b2128a3afb7a0cf32841 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2432.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2433.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..222705ba6ad02901f31b9ceaedd96852c8dac62b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2433.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2434.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74e215f07a9f78698fc1ef00af6b925e122c600f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2434.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2435.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feb585dfbb0ef9bef4c1783fa17dc88015240219 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2435.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2436.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..217777080a037336895fa9b0c60d08a48e777695 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2436.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2437.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b12b0d087aa334e2d61def6e5d96f1fb26ad34d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2437.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2438.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2e31b184e875608791fa1fefcc2c8565cc52afe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2438.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2439.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a502b8c3aed8a08bdb928f01c0423e6c36f25556 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2439.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_244.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f9b9a88c4a49c9ca55438a68f46c3fe313b33a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_244.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2440.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1086399564e86cc0afd9fe25764c358d38864db0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2440.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2441.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1be5811138c5d13003c09a191c23ba44396782c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2441.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2442.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b761032f817b39086a93c7cb5c52fc79da554970 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2442.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2443.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d12f6f0af02bbde68b76ad956fe043343e89d266 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2443.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2444.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe98643b0012a50ff1952d67df430d021a88e24d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2444.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2445.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83aa4bb0ae0f09a2477d9af1434015b3d9d48039 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2445.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2446.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9591b6d149afe5510b83444983ad98fa7aee4c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2446.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2447.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052a017fe0a38eb4433bb4c260594a774a67968c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2447.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2448.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49e5a04c838204ab3da36bfa874ab4d1001e715a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2448.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2449.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e3442f5e8b5758f772af53c5815a005dcc76cde Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2449.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_245.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1471620b42f81c3c21abdd4efbed7710d98ca44b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_245.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2450.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfba842a05693227138cc586f76408edd28334c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2450.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2451.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54be5c5a72bcced1869289bc61c0f1c184d04a9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2451.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2452.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..284e09bffa4fb4f2a61547eb78dbfa89f5578b20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2452.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2453.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6685eadd5134db4b66a78d3d45bb85ac6e2efe86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2453.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2454.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3778d9de3aeccfef6f03310ef55ee89305bb5d07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2454.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2455.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fb19e10c00b723042d86641407d0104c553bc5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2455.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2456.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93e900754fc3f29ee0da153e1aff15132641f511 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2456.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2457.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c63418522953c7152da71416a1850f86d8b4745 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2457.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2458.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74d0ec11f5548436290233ae5f1b35d3476e161c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2458.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2459.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..148fa3e49ac66389f983bf7fad4650e51ceaedcc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2459.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_246.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17fdbb771a357f3b8a615aaa635896f451e1d2e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_246.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2460.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab630e42c239b5570d8ba776998d16b6618b0d7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2460.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2461.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30852bb5a14a9e2c76b880f4301908b0d002e0d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2461.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2462.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e6d5b7c7e58bd549a57f2b29f1225fa2bf5418d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2462.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2463.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f60356bd87bfd32bf1ae1dfb603b655090ad7e61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2463.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2464.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dfcec3659e6f583a854948d934459b87de61a98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2464.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2465.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f8a33ab3fcc5e963b8e2079557fecb21f5969ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2465.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2466.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7220316c5d4741d88860809676cb2df4e74cc6a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2466.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2467.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae8f51d2a2a87266db3b1d99836ba2b74d3c7e73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2467.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2468.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf221317487c31ae2fee47f96d44e0254757a85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2468.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2469.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08c2ee097f8fa588ff646316a0ecdf548fca8252 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2469.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_247.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..484b03a1e4d745331abc06a2939983691b92d886 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_247.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2470.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..269eb5213dd4436bf5ba58e68a74664355e90a1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2470.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2471.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b848ad595a3703c2d0b3c7a5b8b996c4dded2401 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2471.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2472.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bebf0e7d98c21d0ab82c5a7bb8f2a2917d6f9d0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2472.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2473.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6088d21d1ff1af3f061567c25167ae9e2795eff8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2473.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2474.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..909f8305775903864ceafddf863f34b5fd826286 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2474.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2475.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c8d77d35d635f81cf3e38a2b4c56fb2849791f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2475.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2476.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45606756eb82aaa2357cc4b29ca7cd15e3dfc4ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2476.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2477.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f8d3f206a36b87fb7638e5125d97257c3916723 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2477.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2478.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fe80b8fa8db40b3cb83f5757da4d416e556f9db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2478.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2479.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd0c22584cc781291477995ed8f1e05e2fe34bff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2479.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_248.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b172d55d22d9458072b5763312666b7a5e9f0dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_248.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2480.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05f6240752a2059d97fedae578500ee7e6648f12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2480.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2481.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fb700e6b63b6f941675792ff0c70ff8daa72341 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2481.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2482.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f742ad26375a3f9b1ea4e60600954dab058d6cfd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2482.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2483.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1dde42c224d1077e4e1db97da2f0fe82960f2e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2483.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2484.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88468ad4cffe00324fc975e798de6bf2bfaf84de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2484.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2485.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8976d9337f48740537e55fa28ab924f780452841 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2485.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2486.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e177a362478b398a9af00c9c057216531a673847 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2486.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2487.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9118f8f658e40b82e34fdbc876bf8a8065b277b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2487.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2488.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65a0fb71d72458749c882bbd349f3c68170a025d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2488.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2489.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b22117380d4948a406a6da605d425df2fb529f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2489.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_249.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45c01823617c9eb693d7284907eb21bab6efff23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_249.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2490.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d41d4638a62da739f4d11b57103ac774fa67e49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2490.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2491.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e4b8155ac7b5b1054b5212328b67df2cd8cb800 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2491.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2492.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abc5121ce4a533818dace69062cd49518098ed08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2492.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2493.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be395dd7200090bf27577124cf0130d7d14ec7ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2493.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2494.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..441736d013008b30e9223b82fecaf65d447ed1b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2494.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2495.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bd21da8ae5b5dc1268aa18a3ce02611b314686e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2495.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2496.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c510fbf6cfd8bff78156194f67cf470b86d933c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2496.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2497.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09ab16b8639a0bc175f4d2f1e46c42c6244d84e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2497.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2498.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2369e803f51fb2bdd497f4ef6633b22d5b118aa3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2498.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2499.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5378b15a6ed43e791cf4b7965cb3d21292e4207c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2499.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_25.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_25.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa92236fd667caf4e7f9336ccdba46b66a82da5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_25.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_250.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ee336cc527363a9c5da909f3406144fb42aca9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_250.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2500.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62e191d226b7d4068482ce56eafc8ec61c19a5c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2500.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2501.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f05ed34e1e11db65ad92d551cf9e765cb5159329 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2501.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2502.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6568a2e3538e8954da81a8200319e9a839088f48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2502.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2503.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a17319189a5af49e49407586668144d73458c14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2503.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2504.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..110550a8f6061ffc1d2ad619727aa8686f9ff44f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2504.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2505.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d891888dd3f53c41916c5a0e82b1834a0851b1bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2505.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2506.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..874296af0d11f1884858ca97be47783ff119263f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2506.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2507.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f72a004bcd112685e0a1c50c6ff2e2ccf6c0e35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2507.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2508.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bfc1618ebba7535993dadc2e179ad6ea29fa878 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2508.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2509.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3479bd68e2b68c1d11128521c5f460cfc4b111a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2509.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_251.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4fbb7ba09d5fc26bf5f43596e127a955a4c0927 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_251.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2510.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcac2e1a6a5153f1f20ed68647dfc7dbff32f84b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2510.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2511.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baf92b810a5b4ab39323ade086113e879d3cfaa0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2511.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2512.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b866c936aa79f2123b20e782169fffafe065c11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2512.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2513.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc1e7b05f4e49f188136982babbb16acfbdbdf45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2513.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2514.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e7019b8da2eaaab93dd03530701f79f1bbf608c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2514.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2515.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af6db7498a219e6c61c614e68dce62f8174ec819 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2515.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2516.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa28c700561f661b07f8e3797b5b016d45b2a5b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2516.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2517.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a20066e3ef8da407dac5022b1b3d83b1674faca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2517.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2518.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60db7c2565dd7ba0ad1b42f9044fadbc617564f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2518.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2519.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32a9b2f5c86290c4a241e9aa64d7bee38a2da696 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2519.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_252.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b15003d9daa6b5115d4b747807a34dc7c515527d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_252.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2520.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e95acd3a3b8d5140e77846e6444b92271deb711 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2520.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2521.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85e1084135d35e6abebf8b1a2a110aa86b32a1f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2521.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2522.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00d0657c54ae43393f50cf8937aadd1fe0f0393b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2522.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2523.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e9f2386a8f0dd36a9e3ad62acd254b51d19df3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2523.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2524.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6b501b8c646e410cba32689c4b5a26a93a5b3f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2524.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2525.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f00ffd04ac6364fa4bc279ebd2d55928b7d7f296 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2525.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2526.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec128e3abc86c105b1ba0901ca26e3ac37d06f1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2526.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2527.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..241252d4ab417d934cd1efbbe77038aeb4b0c0f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2527.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2528.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dca7c34c31fd75813b7281b522e14735c131e3ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2528.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2529.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b195e3055a5cd79c1b71e028debd8b2593e45190 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2529.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_253.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4283c4532f4dcd2b85ffd6f6804178135a2dab18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_253.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2530.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5ed661d8601a9b3a2f782f333ba98e7834f9a20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2530.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2531.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67bc063d85cef935449b285f2039313a460c6c1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2531.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2532.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85a2c911f55c9c6e6b89df96e35d310a7ec835c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2532.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2533.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f8807c20bc9bba2ec591fd7b8b376dc183daf17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2533.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2534.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bec726df30e8f4d9611c37f66ded58ee27889b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2534.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2535.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf3ac9cedf19ba905ccd2ae32ec9893507563442 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2535.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2536.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10c40bcbc6c52f82200b9c5138342dd6dc87de2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2536.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2537.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a45aff4c6427bef043d4ba1150228b33108d55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2537.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2538.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4204a77d3687e2af1094fcafafa779e814621614 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2538.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2539.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f0a9d7ff8cde5692410eab863884e47c26ca33b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2539.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_254.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26a0147e7cafd1b1349c6ecd4a54e1e1686323d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_254.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2540.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0706f1fa16c1db18a4e21e3c3bab76786b685774 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2540.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2541.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16b89da5bb39b7a795533d177b04c86e2e8adee9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2541.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2542.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d486002eda783504db3d4a3bf4d5ef75fb11dd6a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2542.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2543.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e5d61e8ac7a6c9603d7408684a2fe194d9bc421 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2543.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2544.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffb8275e669f49a48f2d3687f7a614147595f85d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2544.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2545.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07e05e51071ce21da8881070e13c3275a5cb8fc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2545.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2546.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8093fac459fd451a5fcaacaa7bae0da1cd80fe27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2546.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2547.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3849e3fa3dbc696ad91c43b4a3ad0f3f4075230 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2547.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2548.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..764eb884236af23b4d8426c9f423b034f4245885 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2548.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2549.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22b2d0c306e67c68dd80c75ef58e6796746d3d5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2549.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_255.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb001b854b3319066865954311efcc70dfab3808 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_255.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2550.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3cc5683c14408f76dfe1875f5e2547c8c1db62f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2550.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2551.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eba4cd920c73c98b8f14ca87fe5ab5e05c19d51e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2551.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2552.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0414412623a07b2c9280fd2e361774896ce5466b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2552.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2553.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e90614639144fac9ac7a587bde941d65db72004 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2553.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2554.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec516f76106443fe563c1e764a2be0789e4e35f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2554.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2555.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d6c17d8f5b6591c8bc4bb81b08355990dd90c0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2555.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2556.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c18b2a4701786f44fb2e998df8e008e1e71431c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2556.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2557.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29db2ac914d6b895f396aa3268989cc5ea26d239 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2557.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2558.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbf3c5c58436d55914b9bd2eba8f5d90d3f6712e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2558.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2559.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f751def53ffb709b594fee371484282cea0a2aad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2559.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_256.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77419054c8985c5f3a62664b84aedf649107b103 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_256.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2560.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30b2b448358cbcfab2c8f2fbc96cb117ebebf0ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2560.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2561.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf2549f83eabc0c919dcf04c66060be6659a452 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2561.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2562.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97d3376c10a46bda5e0b328123621a5204c98dbd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2562.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2563.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..499514892891ffe13474de81cbd87f030d5bf69e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2563.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2564.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5b59656093beb784c905190eb225f01b9b96331 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2564.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2565.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f75b7bfebd4b163ece2c576266e2f79e0a3318b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2565.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2566.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b80ef084abd6abb4c5c1e9b6d90d82af3b684f04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2566.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2567.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72bf9d5e10d0543acc4e1115305c0e8a348fef11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2567.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2568.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3116db4d66a8706eb93e3c2ff556426d8351cced Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2568.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2569.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b0c973a4b18ae563eeae53118c2c0a5faecd1b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2569.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_257.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff3d137140dfc30911f92bc4679b734661e8c873 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_257.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2570.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feacf43e149fd465025f8789557976b484c7e782 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2570.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2571.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29a1393ab6a7bac7efa0be8e3bf8eb35330756b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2571.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2572.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ef4ad8b0327ce71d989dcb27b89c6b2039163a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2572.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2573.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1b3d741b2eb05c62f34385d5dc8ea0d01a31866 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2573.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2574.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..faba5c89ed5d42f809787dd42a914ae0dd59d1a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2574.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2575.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ffd83905bd280bb79fa86969417dbcbbf996cbb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2575.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2576.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e50dc0f3d552383c66bab2d20be904451152318f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2576.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2577.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6311c47654a85319ecf509213124eb5387fe257 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2577.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2578.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dba03ddf92de13302205b2c14ad5b56f15873948 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2578.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2579.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..474fbaa2348d4df57cf979fbac971a4e52dbd040 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2579.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_258.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f402bbe0b96cc6c2879f822a4bd2690a82194e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_258.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2580.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ab6f3f2f59a06b7d3e370cc8113c64e152e2986 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2580.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2581.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c700efb34b92795f3249abdfdc4e83e9781639 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2581.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2582.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f71294d5cb3db65ac5ac43bb5b3c7cb5f09aad0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2582.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2583.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e83a5bc44bd62c01991917304df84db52899d19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2583.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2584.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfee58ca4987d9ac7fb0caefae84e057c8bfdcc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2584.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2585.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daf0f60773c1a896caeecc5510ceba49058bad8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2585.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2586.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a1942f8d569814879baefd1ffa364c892a576ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2586.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2587.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a707f546ca91611bb967588f550c56745a1039ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2587.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2588.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ac99ffb0c022e7babb9a1ba9a687508ea85d197 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2588.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2589.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7036070828ff041440849b9991203cb5380957b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2589.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_259.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..956f84df43bd8ea4dfcc4bbbba427dbc53b570b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_259.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2590.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e89167913bca762502b4c0a15eead4e3e8ee8452 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2590.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2591.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55cf2e1be8c453f382310d9617afbcba627104ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2591.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2592.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc82e11365d4de50ba76bfa02d5ec3abc9a971e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2592.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2593.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4246aae354a7ea25bf46472a1b34a7c406e30d0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2593.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2594.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3be1ed8caf29a20faefad371ab58e94dec955041 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2594.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2595.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d2714f741d52f0001baf462b0e42f685987cd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2595.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2596.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..621622d1796d8d37d68ccb43fad762ed02227493 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2596.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2597.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15937b38c2d6fabff8dd87cb49555a4824d81b6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2597.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2598.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fb37532db78800bc1ca940d0b65a6bb54d6948a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2598.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2599.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7294d23d3c2c13a2fc60498ef9ef5b50a47b7352 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2599.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_26.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_26.jpg new file mode 100644 index 0000000000000000000000000000000000000000..093dad86d33bb9f4585a4c9cc58cb75e6cd373f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_26.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_260.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a60e79cb65c801253959c69df5934759fdc44d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_260.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2600.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6d3003b9bad64cb0e96856be90c9b318690b0af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2600.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2601.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b90471d456fb484d4cca4d2db7bccdb295d1242 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2601.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2602.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..310576946e8e4780d3b14d1ce2791e17943803c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2602.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2603.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb856ab3884c8ace8b4de6b2748cd8340b68cc09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2603.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2604.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebab059db774d1fe433e26c3b90161a88fa547fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2604.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2605.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64a34bb0787f2957f1caa33104cd89065eeef4dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2605.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2606.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0faa3f8232338ece1b57c498c695c032a0f58e1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2606.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2607.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92f85df678c6f18963418067ee0ee164ac56a501 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2607.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2608.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b07165d2dca770b9fa3904ae9aefc3518cc67809 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2608.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2609.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96e852ca07f323d89a7b85c10ea0875644f46625 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2609.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_261.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb284575972e3b2576a4da07ba13f2c3461d513f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_261.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2610.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bdc2604ba343b0de4e13fbcbac6dd2706f0854c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2610.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2611.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9b58dd0df6654d5fd0dc58c07421ef48937dd05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2611.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2612.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8f4ee6babb2de5ce3fcd87dfb0704f2ba1b0141 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2612.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2613.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f2dc6cc573a978481f2d762f3f76562ecd26fc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2613.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2614.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b37be0439027279cb1df73cce72f5297c40c5edd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2614.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2615.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cd682e5229ae77bdaf816fda5ff6554498096a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2615.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2616.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..023b73128bdcdcad8c199fe452e820b65f113d94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2616.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2617.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb7826a3a00a7d4b508f1c269f955188f0fdb262 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2617.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2618.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17ed481ba40b36b2ed48f309c8f1c5b793ad634c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2618.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2619.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..908cc2bfa09a67980b3dec6388bc76dd9c0a04b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2619.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_262.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..959819c2d6dc08f9f9d42ab9dfb3d5f902836cd9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_262.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2620.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..caed89d41808d7710427ed5eb8e54b2b4552d5c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2620.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2621.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a235f4aa408b113e83a27352408e35bb6b80c00c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2621.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2622.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9cdf8363bde1fb4b9ee0eccb5025ac6a8ba376a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2622.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2623.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3db7169d221d826aaa1a2dc215e0eff8cf307ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2623.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2624.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e587d99970ba9e191bafbe04d611c0b31a88b8a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2624.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2625.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a29c47f4ed7e857caf33ad108b4451226f4d61d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2625.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2626.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ae6d7ca1b11881f75fa181771fc613066c1b483 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2626.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2627.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6aeeea4d741223379e907868b83b7e675fa4d63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2627.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2628.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c58ed21aa4fb0e58b7671a0dfc913f7d56874173 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2628.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2629.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb0abcae095972bdd3461c179b8aec007bafee0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2629.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_263.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2172584b686eb1be572385aae07bf1e6dc4d4fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_263.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2630.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a96f60dfcf098abc23e69bbe77220ae27f8abbb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2630.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2631.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cd0e2e1a61ff19f8cceed376f3d8d1910831185 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2631.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2632.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f0ba3342f9b002e2e0577161bb2e8d40184f928 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2632.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2633.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..841b46c8083a1444e35d4c09b74ce3bc8f1ef62a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2633.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2634.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97c76df42606323094efe4619c6c3184bb57cf0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2634.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2635.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3acb89990e93b3fece4a26944ecf39c0f7ed1b8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2635.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2636.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44a0474e774763650816d49f04e251db18771f29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2636.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2637.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2518efa00c7d52c09cd516934486ac92c3c829b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2637.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2638.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9334c7f1d7fbd284bfc29495df5453c567f2692a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2638.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2639.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03463c8ef65fd2103d78a7acc1b9151049cfe968 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2639.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_264.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fcfaeb8927b19c64d2b672c62e2e1621c82d487 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_264.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2640.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4da48b0f80a9720db0d76c2841e72f6b77910ef0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2640.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2641.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec0d3bda0a433e8b10415914ec026099a7a085ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2641.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2642.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a05c200f2b9c4e6b3a39074c091f9d488dd1faf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2642.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2643.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57cb91b741e42628da3d51a0e38e241ec40cfe1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2643.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2644.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e08d8d1d8751f2469cd40c906062f2d90d11d8ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2644.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2645.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76cb006e43795375a47ca1fadb442920b8773354 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2645.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2646.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..950f44811e947a9a982d005db0d9ece07e6d0c46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2646.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2647.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99e35e0aa58308c8f173e5a649211a27359a98ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2647.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2648.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04299c7e9a344ae736ecb87b0a3b14984df36c53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2648.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2649.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5b5a466a84a71e611fcfadef2d19be66b2d45fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2649.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_265.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ba120c2125884ca950543aea9131ded3b2c12fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_265.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2650.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..672031341300fdc4c54d6ac627e40677681fe4fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2650.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2651.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c01fe5a499a54afdbf686743c00a5476ff764442 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2651.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2652.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67fefc14d3d9c49b4a2852b415e92c7051a5d103 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2652.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2653.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aab05f723908c8fd39684597554a26dbf13b1e3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2653.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2654.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea3e5ab726d55912f22a300d5b6bb7be7390404a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2654.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2655.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da122c33a98caf50b0cda78e4eac020354c2ccf2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2655.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2656.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddbefe2d45d9c97ef181ab65527ae58196a90c9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2656.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2657.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fb9ade04ae30a03273ba96c02c20d94dc38520e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2657.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2658.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..921053a6e14ff52692b0d235b663149a332429fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2658.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2659.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec966db1574f2b05c4a35d63c59d85ebb8a2bcf6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2659.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_266.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..687f660e80775fd73c2490d48a48d9568d5b2f09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_266.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2660.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fff33bc791dabf6a1a086594d2aed5e5491890c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2660.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2661.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a80411e18ec9fb6a183d6daff6db7e3f6afbfbff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2661.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2662.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e6fde844e3b1832ab6fc146c93bb5dd427485a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2662.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2663.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..425de2e248a128801df4e6ea9e7915db7f50c728 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2663.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2664.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b65d9c76d98061362de3659d7b85c565add7d58d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2664.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2665.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e14f77b88fc776fa7bce918c2d512d166513a5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2665.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2666.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8313e255d04d6cc1570c9fb44cb3abc7a2a72b51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2666.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2667.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40d3c61ca3f5952f84547458a7283942e9a852c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2667.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2668.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7434199c14377837eb71de5c4d0fa7229e4c492d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2668.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2669.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3894707fc9a610c9738d2db3fbe2cf2b011e35bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2669.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_267.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a25c49e30efb2931f6c2e5ceb6bca273974143f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_267.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2670.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d5cdd72e314ba92b646fba94e2f07e4f33bf3d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2670.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2671.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d283fbb249fdac9f89a5bc8d4f914da194905420 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2671.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2672.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72a27d3f59c235ff9bab29310c60f25c449f4cf8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2672.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2673.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c41c7a9307b67c05b76403b59b9261dbf8dbfc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2673.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2674.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31775a8d72e3dda12b5ae3098bf65494f978bb24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2674.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2675.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e1bbdd92c1116eb11c25a6e3c928c393f8fc55e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2675.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2676.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad84339e0b1105f7a5eb0258b7ea2d808e752057 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2676.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2677.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e42382e194aeda48deb3fc4474ae4c06e3ae2654 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2677.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2678.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..973239c1ebb191227f1b5e348b60975d99f008b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2678.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2679.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f36ae62e123be7411d360ccbd608ee1552ba96e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2679.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_268.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cf803ff521ec4afe22702998593dd53c9154f7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_268.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2680.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..830982fac0af9d4f1da2ade0e78b6241994a9f6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2680.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2681.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73e6429fb59bd7480b3e9fd712373f3a1cade5e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2681.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2682.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49cc65371f53c04a9a18667fe2794302de1eca33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2682.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2683.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f3ca1eed4204bf746d55903503ba0794cb76241 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2683.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2684.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63bf69a05a1abb11ff3cce3fb9672f0e6cea2d1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2684.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2685.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13a68c636c7427cbff800a100b11fe4cfacde857 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2685.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2686.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a7403578c32e584e872bcd8c08fb5ab936e07fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2686.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2687.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9db1b2948717c7ea54788d162c89710ad23b8d2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2687.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2688.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..886b96c957d6d67735b59d4790a25a2bbf7de2f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2688.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2689.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57bb83dc2bb8aad244eebe714ef0923fc4452a76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2689.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_269.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cabc781a63ca8b4b00f36a287537bc470aa91877 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_269.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2690.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1b538eb5c2897761e097a18097bcec25450d42d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2690.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2691.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..731bf05b223ab81bccb7e67483eb850962b52656 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2691.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2692.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85a898d2aafdae22729e1222608f8906f3a0c0d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2692.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2693.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c56a6c4213dc3b1569a868a03a4eac2710afe30b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2693.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2694.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..787d6fd3c34a3ee9241f462ee128a0c8e2663d36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2694.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2695.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c20604091f22228388e61f4eca1f9f3853a0e2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2695.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2696.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d79bc551c3cef72c9b18bfc3abaaac118194569e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2696.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2697.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6988c4681e7eb138519ece61a85a2fe90067d21 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2697.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2698.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c48ee09fbd5a110626f6242b638c7f0024016f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2698.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2699.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..903ed0bd7486ad5d9aa1798f1261cd62aaa2d690 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2699.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_27.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_27.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4826279266c05a50dba32d383c1d94452852124b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_27.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_270.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de7b7875abdd01f26d36723b52926011b1106171 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_270.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2700.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bc2e5645f46d48a4abdfd3ae72db5e1948251cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2700.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2701.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd641b9c50ee03c9e45d757e99e3685d465e8cf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2701.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2702.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e5bc64c12410bea18706a532387b41a8502e6d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2702.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2703.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e76ec75167ac9ac3f5f1394ef27e646833fdbb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2703.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2704.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ead09ceb3d5a017109392160e523cb19e4fd563f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2704.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2705.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50108e05724ae74ed10f42b5bd09d1a3b5c002a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2705.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2706.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8341500dc921f3fede81c147d97835467b75713a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2706.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2707.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54b24a1d349624b18184dd5314b521f64162dea0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2707.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2708.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2d50058e1ccd802598979b7d4441682d3f909e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2708.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2709.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58523039007dcb19de97c0b02cd3ca0e5d32e0cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2709.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_271.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a56038be64c343851aea971bbb6f7ae660160bb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_271.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2710.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5919cc2892f9bc17c7024a0e705ce99eb8a179a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2710.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2711.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..099f5cdbe0e773c8d7a463103f5fcf0151cef892 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2711.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2712.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89a1be75ef9050a17f83c7bbea4416d9c863eeb8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2712.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2713.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..635070e401c17b6cc9314ef633e10c4dda958624 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2713.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2714.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6334a4bb22a0a0fb3de29e43f45834b932cc9fb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2714.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2715.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01fb91c8354c8f885da175fcd4ca7f0f5ede9ddf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2715.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2716.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac47957a97521606aa33bfb703ded7ff6e791a59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2716.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2717.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e03cdeef54081b21012493c10217c5a2b95334ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2717.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2718.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d07958a9eeb6b6de131a68a8cebac0927f35d58d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2718.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2719.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..091ce905dcfe8dc21770a654123c3c8d1ad78edf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2719.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_272.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a581d07c8c4da9de99a80c96e543b861d0d79a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_272.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2720.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89c7c7f1c1e5c0f48797f333f6e5210b9e4ff10d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2720.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2721.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e9ba5f4f91aea4e9d73905daa9cd4866f390739 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2721.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2722.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13f8ceb9e1c6998693cca371ce3059c0f5882fb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2722.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2723.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a2b23335692ee06f77926c9e0e4cb9efc8f4e8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2723.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2724.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79a5e17689672b8281889023f232c24d43472fde Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2724.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2725.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51c525f6ea78ae6475ead5a2f88ccee11486c28d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2725.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2726.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3bbceaa8e172a260d8c63e40b1b6c50615e0090 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2726.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2727.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b5ab089367fa65f8c606f133551cda4dafe6a9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2727.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2728.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7f803c2875e404e42d3e124383ad2c2818b07d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2728.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2729.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d37bd0cc4d6985f7085dc6f736cd6a438c9f3b2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2729.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_273.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3685f6948d2a8cd52367c16dacfc9fa717646d19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_273.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2730.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..945bf69f2549d9b081a1b99cf23aaa631523b878 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2730.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2731.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e68a7f94420d584e3dfe9bc7c3e500ff0c7203b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2731.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2732.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42c7b4e93392247ed19d2e90351c7a73fb21d01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2732.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2733.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2619e67a0bcddd4ffc28a03b30b4a2689d6897f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2733.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2734.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91d1b25ab3117d0376612edc0c9fc7a9f02c10c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2734.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2735.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3646b7afc898849092d25ce808383b16ad3ea554 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2735.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2736.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbff661bd91c3d448df9744b0821d12f48c5cb5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2736.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2737.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bad9f3a1263a40311c40a64ae3a5cefb74f5c6fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2737.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2738.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f2dc105e3878a46cf71b2e9e7fd7d02ae286be1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2738.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2739.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9a97c37111105bd75c3c0773ed83ca9f5fcd650 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2739.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_274.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb267ff12a0a7f4725a796d179085d6c330fa5c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_274.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2740.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..123f74d494f1e5fd08719fb2dc72ee447e37c5ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2740.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2741.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..303d9cbdd53d0b5da38f52c35b1d465a27b89489 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2741.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2742.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87f49c938d4fc83e305e9618f51c4a15af8b0b91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2742.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2743.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38c1d582675effe40b4a078c9b2c8606d5699f2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2743.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2744.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ddce715d764a8ed72c19e57625a9f88d48ea0b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2744.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2745.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0be824a23d25b7c25a3bd2e01d641d603c8f5136 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2745.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2746.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42fc5bf2cf1aaf7a353da66e7e048277ff67ea10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2746.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2747.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95300a9b0745ab425f3fd8fea18ad3358445a4fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2747.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2748.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfc38b3ff44f9dbd52ac38672e86b6dc795da598 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2748.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2749.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..210e01c317b569a70e3408b97392edb98a43a466 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2749.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_275.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c41bb14d487e567a78189340ac9291857b614117 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_275.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2750.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a86494736879a9d4dbc5c2f038aaa8b378b00e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2750.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2751.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b3ac1164aa4c76f6a38db460af1cbf968772838 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2751.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2752.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5e2b97cce67dfcb78ef6a732c1b47597cda92bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2752.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2753.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..103f272bc4774e440a0d6100b82320311a3fc1c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2753.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2754.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..228e5e64509739c81d399673058fe13c050d2c42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2754.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2755.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20e9598e2f73ab62e8fab54188a33135732ac918 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2755.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2756.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c916ba10c18d29eed92ee9b91b6babbb3459058 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2756.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2757.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83bf5daa5b22cdf8ea44e0f7c5930f7688ca466e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2757.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2758.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c08232c05d3246511483d14ebf95dd7516f0b82c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2758.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2759.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1f5e1bfce74c075c7ee0f30a405974e09b156f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2759.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_276.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bd02538f210ce10a825a53cb213c3b81bcf7b7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_276.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2760.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad10e5bba16b00aeba40f2096cd11cee208388ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2760.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2761.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dd939dfa2f0f9375fc805af526622fd03fbb879 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2761.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2762.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..968869f6afb3bedca4ba42d8fc49e63042380793 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2762.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2763.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c5854b13edc7eac1417ae1f352b49ea83e271cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2763.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2764.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b969aa802a67b5b7a438750a384712ea184e4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2764.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2765.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9415b8c260aa4c6bcdb4ee4707b9666d9ca97e84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2765.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2766.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3451db6eb79f0725a2499386d22607831a6e9316 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2766.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2767.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ac515d88d3b0c7b1aa9e8bd157f11a35c8d4313 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2767.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2768.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90769888466d8e00a4918a0bb7728f86b702ff29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2768.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2769.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5e27a98db8925feef7d281e02431c1c919ab676 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2769.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_277.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1649587fb39c9b709ee1874152cc446c694a8ec0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_277.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2770.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07965a4e1bab38b02671a5377ea7e69f4bbf503f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2770.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2771.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7375c8280a792eccf1a2def394590a2208a9f942 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2771.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2772.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67105ce47e704bd913eb02e1dc6d4240a24c1f0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2772.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2773.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c27a9d68768a2d2e7da67317191c5210d5dcf70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2773.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2774.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5647595275b84aa70d3d55eadd13cb5a1d29a793 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2774.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2775.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6781fecf2eb309ee78bb52c4e895c80dc7bedff2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2775.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2776.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d80d1d8bb31087461c38dbbb0f7e3ed49be4bac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2776.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2777.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae7b4fadc4dd18301aeddf5deea042bcff012db4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2777.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2778.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53c6f702618d6a03194123f28eb99314edce2216 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2778.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2779.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8790587b2684adf5f40e84d513066e2d832397f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2779.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_278.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d66ee8b0f3432e48ad92b4828dcc9a6f6b8f95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_278.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2780.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ce5074a10348e9ed602ee4346ecb5e80d96eef0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2780.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2781.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d356a90bd60c9615ab0de5e8f4505b08da19cba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2781.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2782.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e82b1f51b1c0204aeb8ae956d218c6b1e6ebe7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2782.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2783.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f912ebfa4583d6a919c7741b95f68304e7cf536b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2783.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2784.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..401c2084024e93e0fa819e3d52e8bc51b03b754b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2784.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2785.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..592ccea60f8630c7acfe3e8236daed5952f6a01a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2785.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2786.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9eea5ec173292fac8f6669543a7303891f2820f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2786.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2787.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3372e6536ec4db2520b687fe523447e8898bc96f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2787.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2788.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d99ee1d0910e277673800f648f1a43282cd673a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2788.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2789.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d97c7dbeb642f472f2a97190da5c382df2ac34e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2789.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_279.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cc98c41f4966b37b2d638adf130d43b4b9c21cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_279.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2790.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d54e716f34a3e8f4255ff57c64b2f17450364a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2790.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2791.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0c1aaf8327d6e430ce102c6a3651b62ceef4632 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2791.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2792.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d51c629265aae2f77f17602702e1f90ec2dc55b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2792.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2793.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7a98cd15a7d440f463eaa921584f8f7d3a7eacf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2793.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2794.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd1b21354d46bce7dafe83ae46e225d2e8dd1932 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2794.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2795.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c12054059fe8d9926749488aea82f2367a51b56 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2795.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2796.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f0813f6241be558463ed7abc780ff60ac599fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2796.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2797.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ca205c4486af45aca2981c84058c16828696e9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2797.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2798.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cabdc131d23dd7c72654f2b5d344219b0a381d68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2798.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2799.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d34e76ad40d4f57f9f8b76a3455624a0553f3ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2799.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_28.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_28.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5362d2a20dc1ddb81461bbc9a333bee95a6f2ebf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_28.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_280.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90334d9e9f1957dd11860de62e4197da94e1dc38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_280.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2800.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2906bbac6a880d8cdd8d9edc971b0c45bb3d096 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2800.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2801.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca8147066fcde42ce5082c7e2316c0b2ef670e89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2801.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2802.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee25cf43b8fb197af512467aec20eed6d11c0d3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2802.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2803.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d665077153d7cc9fcbe2b15826c64672b9978a8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2803.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2804.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c69eb91c7168de5bfd3475d70a0124dfe358b9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2804.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2805.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..531c2844e08a3a3247cef3e0da3b408ced328651 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2805.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2806.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd7d452721d826b36281ee7d529c5fc394b44630 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2806.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2807.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47cc62b1e08681d25b167d7e1d5ff09e79090b64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2807.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2808.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07d01cccc77db177fe2ae444f02c6aad06c71dae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2808.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2809.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04a641c051c847cfd0184e416ce066edf37c7412 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2809.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_281.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2000da219aaef10fa1443a6321ee625ee2b5c286 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_281.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2810.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2abda95841b87591e23982bdb83be467ec682696 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2810.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2811.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cb84ed1637e8a164b8d2b7a197f626b813718b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2811.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2812.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..295f964d3622ba8e87f6c85c23d9a622dccbe49e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2812.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2813.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee1af2744631e43a7b049cf229dcbfe3299946ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2813.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2814.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..268f9eb8a2818adf587877820b16cfe1d2043b36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2814.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2815.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a659e8ee814114d5b447c6b0dba9be343730bae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2815.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2816.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f24248fe38ad5e2e74bb4d74603433857ffc4b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2816.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2817.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc385d5bc8154f8c83ac7bc9977031137304c562 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2817.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2818.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f3b4424dc3f0b4ad3996d777b1fb377216d56ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2818.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2819.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..035d2ede162dd8921a6b7f96fefcf2058d44ce71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2819.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_282.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adb4a986c919adf5c8c31809c29a1ca7dd8d8c8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_282.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2820.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..731df7f2dffc7819712491595a9c3b3761fcba03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2820.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2821.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c79a1acf18846fbc4daee8d3d0f5ff6b00a3e0d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2821.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2822.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb2a4e8ff881c59565f40006cfcbf64c7e631df3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2822.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2823.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2bd8cfcd8622b12d49b8b4cc70f6c5df40cea0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2823.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2824.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd4b45b26dab33fe09f001bca0c1a715fdfeac63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2824.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2825.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1117b79e4ed15dfa4b554260531852e5bb457926 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2825.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2826.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f96bb70ec6c4c52edf84ecd70749a839cdfbd25b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2826.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2827.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0596c1ad5ee8fb3a6a6d8a46f92f4483e434269e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2827.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2828.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32aa281d4ce89e273229287ee34e08186321a61d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2828.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2829.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..034d18cc42fb72291478757b1e93ace00c9ed68c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2829.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_283.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84df82ae679d54e30e4ef19f42e39a14f88c2976 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_283.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2830.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e119823e9ace163fb5064cc7bf5db2e6c9af8cd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2830.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2831.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4348892296cae2d85d210466f2958f27e62a00a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2831.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2832.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dfc98c5ea3251e89c3391f10572fc58e4027910 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2832.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2833.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..309977c62a100cf72569a9e40ba0c9c989236633 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2833.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2834.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75e79ee4b7cd7e55fd0b210b60ac3b5e291645e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2834.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2835.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7397b26ed2172fc4cc0f5eb75d1b9cba3413d61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2835.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2836.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8640d4c9c5c06d76692b71a5b598b8ad41e98fa7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2836.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2837.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7cacabe229887e2002c5dc03f47fbc117587cc2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2837.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2838.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b50b837d57b4bbaed0afb0218e9461c378906365 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2838.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2839.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5cf48616951dde6370070fd0c1044579810fe55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2839.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_284.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bbee8c887fb3cd62407b25580cb02b837f83363 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_284.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2840.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc057f2769ce371d30e8194e7a6cb97048fff621 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2840.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2841.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d97339a67d2080f6cea8c6c06f4aaa1c0a79b929 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2841.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2842.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fae63201acaa592acd1a43e453898f6919ca19e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2842.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2843.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65297e615ef5756592aed5a633ebaceef7798875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2843.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2844.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f85e4215e6080c7caaf1c2561f729c286188916f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2844.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2845.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84853b60556bdb8c5c672232ba82477952b4987a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2845.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2846.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..517ae14ba65bcb879d4df0ad12a6540a820edeb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2846.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2847.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2b798ebd0a474ab3a193677644507b8edc0932b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2847.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2848.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eba67567f44e353f83009ea831e5e75fb0b44b8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2848.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2849.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86a806bce9e251bf6e97c580cc6c8ea8b5b57c4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2849.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_285.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b07c6ef3421d517cb9924ebe7d461f38c7ba4ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_285.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2850.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd8c8ad9fd69065b6c69dd954b921abfd4222421 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2850.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2851.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2d4629fc797f02145878e73bd0f7cb76e1b514a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2851.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2852.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c45e2c47c1ea25a79a71f99bb7e9d3b9b2dcd706 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2852.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2853.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3462c5737eea93739fde76887df09e50a13c6bb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2853.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2854.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..766e0fe07d4f2d29dc74cebd0aa5bc03dcd3b6ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2854.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2855.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e7b3c0b0daa94a9006d53bb0468c388241ddee8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2855.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2856.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93e1a3737e3c8fb413749b7d712129fec46c1110 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2856.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2857.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc90e817face0dd399954e506296956c891c2c67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2857.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2858.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..723765ef831407040d93cd6f3dbb209ac9961a8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2858.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2859.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..094c220bae9cfdaeb4eb3eea33bd2afd8658edde Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2859.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_286.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86229cfb500aa825b717693c8d64ff9903705c24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_286.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2860.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcaf7d107319480173b71f457620fc0013fb568c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2860.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2861.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b178aaceaee3ac352172ef3baa5bb36e9dc43dbf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2861.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2862.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d1f2dc56df3d80900b1573fcfbb84d3aa430359 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2862.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2863.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d71b2701c8999eaa71210814b5c6e5b72f21072a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2863.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2864.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cde17e0037aeda8eca8e98472beb479c50703b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2864.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2865.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90a914aa6920205a6bd3efa8cb7ed02cab27c1d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2865.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2866.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86599c792e84354fca9c46fe68952385a39b3072 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2866.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2867.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f3cd7c439776996254171059ce7d93c21675da5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2867.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2868.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7096251ec11b2234572adf41c1b7f73eca94d2d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2868.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2869.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..827983bedd8d03fdcde26bd91166c0ff2236e365 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2869.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_287.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bffa9777e8db7fea2cff714e44335cd64cc2a62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_287.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2870.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a200e0122bc0798d5d71c38f8178d172a72e0eb7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2870.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2871.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4425c80a0f3e0de7b6f6b75344353f3970352651 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2871.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2872.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dbf4aa77c0ad0006c726b8f91fefdbc38d02248 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2872.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2873.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddf061111a4618c2ac1dead06d61b4b0c5407ed0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2873.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2874.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b0de7cb3199def463b2d2e4c76f04f964d6054e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2874.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2875.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7b86ad7c3fcc51a8ffa359ccf747b41f6f5c769 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2875.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2876.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b5f6f7e644dca34ea5c892f52025a2974f7a273 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2876.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2877.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ce4719614e3b4c60836b1fbd2eba06e40742dfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2877.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2878.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d135abed879fb2117b18c14d05f79992b75d0747 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2878.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2879.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79aab2fbe95fb6ba638d303a706515df23c93223 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2879.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_288.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..600865e1d28965e0cbcf14eef8b6705a2a5fee0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_288.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2880.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a2fb93a4e991f72e75605dfe630c6424bae754b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2880.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2881.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eeefcbab69fe0d6614cb7e94160d65363c87c77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2881.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2882.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..087e54e7a501c96bf805cc2d0658d58ea7f0b299 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2882.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2883.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a22116210eb6a5be8d2501dee21ebd839c065d7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2883.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2884.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc118bd7775046d16ccf9e8bfb6ca23bdf4f2c6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2884.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2885.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..309ff764793f7e067c6679327002917271f134c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2885.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2886.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b594ad9b2235d221dac75afa0c680e6bdbba47c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2886.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2887.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf19d336f738aa7fcd93c5c77406d83c34e9225a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2887.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2888.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a417f092e697c59214b8f303c9a5a77ebc5232e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2888.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2889.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b2b00a01d8d994f0934d8cfde6fe96cd26d15db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2889.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_289.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaad2cb3532891033483404eb35e9050c8d874ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_289.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2890.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ada486ca16ca286296918834d77769c807dac15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2890.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2891.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2930903a612c83631fb9983a5c57158dc52c7228 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2891.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2892.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e7dff250724d7069486c3283f16d7800e2bae1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2892.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2893.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8886a07f40b65432b09ab71c1b3aafa18e291c31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2893.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2894.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97be5504582a4c9544f340d1097fc4ed79f04ce9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2894.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2895.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e4a5c304e2a3960495482095ea6e19185b58bca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2895.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2896.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4069750cfc6f191078e94f6197befaa1a5bc5be0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2896.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2897.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3eafa60cb827f19a405cf4e8df4d0cac790a406 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2897.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2898.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8599f0da0d97b87c3deecc1aebf9ace5d2d0ad17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2898.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2899.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4f89a7a6a18d9a99d00d7e58a3bf46ac358f1bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2899.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_29.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_29.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0de1491e7b3a8d8f51ed370c79629d22ab3fc69f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_29.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_290.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7d77b58efe905798ac435581c4c4faef09d7f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_290.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2900.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71df2d3e13a515b895a67f2f768d95d9087bb8d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2900.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2901.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed6a3399ecbf8f106e1d7f59f358d3198eb160fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2901.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2902.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60aa8c12ac220dc6bc83ad98111a12c31d25ea00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2902.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2903.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feb53234d5706b70e17c2b8dbd787f8c6a4654a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2903.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2904.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14e431b78e658cb5da90511638a5ea386f252bd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2904.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2905.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..346d7f7de61aa5131a8a210828317849243a2cfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2905.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2906.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c07ea342510949467749ecec175e831f45ca8408 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2906.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2907.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb59c9622f9920c011223ed9fb3c5ea9b80c9761 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2907.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2908.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b36bd575313c9dc31c3c09f51855749a9530d944 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2908.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2909.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53678fd4de987b362b048e6ddc3f96e82c89d4a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2909.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_291.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..525aef9eb4eec659e418a28dbbf7159932376a9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_291.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2910.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e06664191170279d838708d7abe6f48543d13991 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2910.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2911.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..623ae7cb62fea78462ecc780b08cc5e40fb63521 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2911.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2912.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86f97b698eeb830d2f7e212a68941d18f35b371f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2912.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2913.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c806c887f0eb05e8b4bbd47633fc4d7dff4e1b19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2913.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2914.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b6fd76c6fbb4e0664c3e9441ea4f856fe2d99c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2914.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2915.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..413d6a85523490c824d9c62f048e0f50092dc29e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2915.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2916.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..483835a20a5b13c0d8ff02b296082849afa42869 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2916.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2917.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21029020ac22c6f8b4381a1caf6d2bac7a9b0f5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2917.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2918.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3459169e5cadb3bd3ba9c63344446c8a570709ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2918.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2919.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa56a04d3405f98ed3575a4919324c5e33596894 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2919.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_292.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e58fdaeba6f35302eb7e663027f8e2cc5a093d68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_292.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2920.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..350f8c131a2dd3a91eb01c0d9e79267cdf110c58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2920.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2921.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95a6bb75b555642568337595c952991f819ab12b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2921.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2922.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b88c8713b3a139e4dca7bad7657e07e9a13e623c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2922.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2923.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf11630f48b6c16e47955826fdaa37aa51614341 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2923.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2924.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5a08b0be42b6ae145c1bbe97368e9221758f0f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2924.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2925.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eae5a751988a1471d0b73a3c15eac526f2b50905 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2925.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2926.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feaf237eed9163f698dadf3132cbbf8d9d04fe96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2926.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2927.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2a3b8ce909fb5da2632981b8be000f1911f1133 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2927.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2928.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f79b870746eb09a60c459f3bba23a9d3fefccddb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2928.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2929.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bd585b895b54d8b4bbfeebd50bcfb278780a7a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2929.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_293.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8545d1d47e7f3e943aef54a60a3d1d247f360e29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_293.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2930.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4029c3823f59ea4dbfd45020bf70154399d3189c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2930.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2931.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24c53674fcd72bb20dbaf4d01e2beeb66c58ec22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2931.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2932.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a5aed1a557530aaea02f274954f3e413e8c72c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2932.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2933.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f056f8b67a5ec67e5a1810ba35b1f24f21b24de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2933.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2934.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5838fe445032b062245e7e1bd16f14fc3e2d76ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2934.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2935.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8363514c90f44dcd87115dbadfa1267a72f1b17e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2935.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2936.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..276f4a21d712f7da3173f3c9b4a6018e4b97ebac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2936.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2937.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed1f67e5c1658a40d89b6fd52ac183b6583f5686 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2937.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2938.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..937c6770b043abd2413e39a58341b4565184c9db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2938.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2939.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8de93276402985185083d2a3d9dc11d7c72d91b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2939.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_294.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17956802eaaa275c582073777454365cb4214b18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_294.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2940.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c01db17aafe1b0638d5a3004af656e88f1dbc83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2940.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2941.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55ec536604e392c29f652810622167c72787e51f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2941.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2942.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29fe748fac3184e26095d34366a8a72dc4003d01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2942.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2943.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b80fb77438e54a937b405026b9fc97a64e32fe4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2943.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2944.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e6ede67bd644720d480f08915a1e3f6df5240a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2944.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2945.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffb6c9b5e10f6c721369611f90a3b992dba0024b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2945.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2946.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7310435aa538d735282ff753c2a51cd7a68e85c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2946.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2947.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..031fe10e994e2dfeba52d91f5e58b56f9bc2f6d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2947.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2948.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39539af5c2a6dcb7d1845e234b472bff770e962c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2948.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2949.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..389759329496dc34cb9115949233349910996249 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2949.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_295.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a73a8d1a2fbfa5da7526c0092aabc399dc6226a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_295.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2950.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e36b128c287538d03a741075884ed16cf9f67d66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2950.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2951.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93087607e7911f19a061f75d9dccf7c590f296d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2951.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2952.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..136c1f61234be04102c0f74cad09337503b34eb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2952.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2953.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d60a8799caa9bba4597e713af8acab4c91a567b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2953.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2954.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1095da2499da7a029675e3d67e86caecd3dbe1b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2954.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2955.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aafd73adb221c49534aca164cc204a504177e761 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2955.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2956.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d95c80098ed35718943a3c84dd5612abf009c60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2956.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2957.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a38d3c65b1fca6e7b78dabaeb395461bbb810cbd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2957.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2958.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23f328f9dcf95130ee2592deb6ec61eaab1fcb25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2958.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2959.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7daaa05a8f4af7266e934cb377ba34ea3d86e5fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2959.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_296.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6af04d9d7085bc52d9f4147814854607831cebb0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_296.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2960.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11b2c66a5c63c8d78ca2dbc74ed95dbc34440f28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2960.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2961.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63c8f168292324d6e152f386c9d949653f2873dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2961.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2962.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..573a041b1df98343520cb78d34c764e892962aa5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2962.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2963.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b528b81e79eaca656efb3f2694aeabca42635c7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2963.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2964.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df96743470f44ddbda1cb25e1c1e0608e054f29b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2964.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2965.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19556096608be9a9ebc2f1c11e8171791db56d38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2965.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2966.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95c68c1a3caaccbdc22e12702096f8cf1bd5b12e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2966.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2967.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59e171c8b5b43bdb18a0b75ad4a5a9b2615b2742 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2967.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2968.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae1b7687a7dd0b0585bb5cc0ec682ccf4e8f6c75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2968.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2969.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de7a40b9e58e3fcbe146160e510a72769dddea12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2969.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_297.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb59c9622f9920c011223ed9fb3c5ea9b80c9761 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_297.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2970.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d97c9127e16592ae22f25c5215a735f00acc3e07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2970.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2971.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d2c448d76b1bfbea8ad50ca39963fd36437dac3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2971.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2972.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4f52caeb33666dff0c92e535a41dca8eaf3e799 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2972.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2973.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e7ec0344f75aabcc333c816ff31882449cbb8d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2973.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2974.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..195bebecb6ecea50af3d6aa398b49d5ab109e8cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2974.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2975.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0447c47d020de6d88a2102fb7dad6373285a6e9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2975.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2976.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..431dd30bc84b76e7b535fb79d44e967c3daf2308 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2976.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2977.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f4e0464b79b5e2a5eaf946f3ba022f7121e00cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2977.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2978.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5ee54398fb8463c8612be8a4cb16b76d80e637e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2978.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2979.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5ea0faf06d2ba5f112a7f76e2c0c39127cd7e18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2979.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_298.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cc78ec95a9a57beeca05a7548447f777eccd929 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_298.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2980.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..503ec4472e62078f9733416722103c98cc6206ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2980.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2981.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cf691a47ff1388fd4c194fd5a12c941cdb89c79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2981.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2982.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07fb3a33506a68850385be6da3017833edff0952 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2982.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2983.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dea6fa47dd8dcfd9dcf5317e859d32afe489150 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2983.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2984.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb8cffd68c523304c585a0f35cfa3a10d0b1ecc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2984.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2985.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5be88677e6572fb3f2f85c64702ce3013645e77a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2985.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2986.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..252331cad8d21bab040ef04fbea654c3a3e5ff3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2986.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2987.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c53ff61d094e3934bd5e71eadd2eb3dff80f9568 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2987.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2988.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..512bdc84ffbcbbee2adab9bbbf67acb97f7e2b13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2988.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2989.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21c8467886903ffdf079ab8b9fc75a969116163b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2989.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_299.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8173ef4c9a27a6eda03c6d2f1b070a579f7cefa7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_299.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2990.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56dd5c39886e9d1e50677da8859f5c48e079452e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2990.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2991.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..453b76708eb48653f1af9e7933a8d7f2fcd35bae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2991.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2992.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e03bb72e66f3c6f81456aaf00818f5d092edac5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2992.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2993.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e4333bac58b8389f32bf7ee9d85906d76229fc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2993.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2994.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ada2940c261e242152eb1bc8a97805be48ab875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2994.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2995.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52a8a0a43397eed7bd69b0a2e813e70a52f38a52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2995.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2996.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12127368086be11564af1cb0da13dc9c204fb218 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2996.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2997.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5f26e6d23d2a19ea1069ac39811d6592623a0ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2997.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2998.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab49e4763db43381dba8d6e6c5c3bb8d074905f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2998.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_2999.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_2999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a8a5ddf6208fa05a119d701e2c3382e50b4524b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_2999.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b12e59d01c5a363fc8af6162f6a8d4d8d96692ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_30.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_30.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49969324c8e857a3c88b0ea16c254d13bb40955c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_30.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_300.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9624839ada89916838232380d88191cda1b2dcfd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_300.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3000.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d2377d720a3448473baf433f58d2fb24dcfdc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3000.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3001.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..528c55429979f62e4c7397e82a2b1f9e68da724d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3001.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3002.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..923fcca82bc774c3466c6b98bb8fd9766b527c65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3002.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3003.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6a9423dd19d4648fa353e2a95e8263b1183a1e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3003.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3004.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d443fa61c3136e18c9496419ab1258ec26c4338 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3004.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3005.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f69592bb0360dd96aca881e076c3a16e92d1e517 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3005.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3006.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f549f1a1f4f27d51c1dd4ec848c6ad4dc01ac86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3006.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3007.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..787ddc06640de1b4c0666addb42e767bb0324d3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3007.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3008.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33f04a749bda8a5cbfc8e1507c1a640007f3fc18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3008.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3009.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..368e990c9132589b678ba2709af07c5be27e55a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3009.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_301.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42608616750df4eb8d6ccb01bc4aaa8eda5a66f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_301.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3010.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bb8b83cd23beb239dcbf150120545918c10d17a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3010.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3011.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61ed46622fd7c1bc11b13489724248ecc2d100a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3011.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3012.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c44b260387f965386789a9516cd3f10593ea383 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3012.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3013.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89a9961f28fc6f7a3d0b269561efc21a89639a97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3013.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3014.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..032ad57b6ba3956dc49eefb1207e239d93b70e32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3014.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3015.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07b7ad6b9bbb1840321cd7f3c2e523feccd0c2b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3015.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3016.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eb4640c16ad5be8f91853b9307b6008e63ff167 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3016.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3017.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0df71e6a993d25ea45f828b8033253b2abe9eb49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3017.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3018.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df053480dec6760f3beaf924e61119e854ca9668 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3018.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3019.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..964efc0b59397c89d96ed8e3ab538359b6b89676 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3019.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_302.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfc32c40bab3b1c250b657778001fcab4c00d259 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_302.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3020.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90d688ceea0bcf6baa18c6bd91e567d06c682934 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3020.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3021.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9735c4d0968dcbf39557be27925859c7bddf8bc9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3021.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3022.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57a31f062a3e14c40648f98994f9917641ba6262 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3022.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3023.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..339d50d0cb5e684a5fc2cd02c16f0ee1d8c1dd66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3023.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3024.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6d28006ca1d65174c2a50f4a1eeb9d2d615fb9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3024.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3025.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0d80172b4443e56448faeb992f53b0d9ffc471d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3025.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3026.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13fedbddde9503ef5eaca13098f4561c8a8fd228 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3026.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3027.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37fb03b715cd6db914d6d52f11a34d843c516e80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3027.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3028.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..677b8de5dbf8c67e9e8d09eea16777b96e297b39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3028.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3029.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb389a94ce01faba3363c4c395607d98132c1e20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3029.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_303.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6500a1032278a9c155c05db919038005befbe43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_303.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3030.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cb9e976a0246c0acae8f91d0d3aa4ee53810c24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3030.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3031.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19feb5f7d3e33d6cc1b26bfa3da2b3d3306c12a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3031.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3032.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..216355fdf6c072953f30eb06ae6eac3baecfbd4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3032.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3033.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b49bf256e17a1589d946c1124f56fc4c21ddc98a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3033.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3034.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92fb12b0e9c13887422b0d84bd8c0e3a4f4d6375 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3034.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3035.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..931c4e1e28b55cbebd6615a199577bdcfd51c79e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3035.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3036.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb6f77ba69cdc5ab12c328b17eb706b96038d694 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3036.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3037.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce63f2a8a89aae219f3f1aaa4447987133ea6966 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3037.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3038.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62f213cefdd2db83763d02d65750832ff1f50a9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3038.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3039.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..045c0e0f5ae8af1a1868cebc93508eb830dbf098 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3039.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_304.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbfbec9766980a59cc46ffe637a22e52ab80f3ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_304.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3040.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28db28e27e3d0fb8fbe002d7571a83860f815457 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3040.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3041.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc0711ab426ec2c3f91780b93c802b35b0a7a363 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3041.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3042.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bbaeec840c0354b3bd56a71e937efa654deb8e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3042.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3043.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e276228968a442b673565f8ded51a7c116dac00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3043.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3044.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56a377b511d710e0d721d33d8511e332c53d63f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3044.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3045.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09910c938df23688bb72b5845dcc709b58e820b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3045.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3046.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca10dbcbd6690fc2f90ccaa2702b49804d3528fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3046.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3047.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..776f0625537b549f4e9699326578d61d4e1e1111 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3047.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3048.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a49d958b9e30d61d6dd76d585159cb79918f9ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3048.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3049.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bac2fbb201609fd6b02eaf5f716860bd7da7a545 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3049.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_305.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6745b07ed639f56fd456e4b13c20c477e6dc7743 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_305.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3050.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eac59b45eae3f6f1c791f4813687636a56eee81c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3050.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3051.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d71930aacba80bd0a9d92060c2a86e238f9ff770 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3051.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3052.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b09f252eeb10e208ec4b29676750546d7a41a32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3052.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3053.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..622de9f3246a6e8882658429c0757565374306ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3053.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3054.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5e3ddf997fd24b24bfa527a1c3edf959e837542 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3054.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3055.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f06370c881ee3c68ea43c458bd78b3f3f768746 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3055.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3056.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..499cba79d0907b95dbe467cca7d6c6db27566349 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3056.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3057.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac19f4833baceef5c0363b1a180099eda768c47d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3057.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3058.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dce1e87e6ab539fac90293c6d6e2a92d316c066d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3058.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3059.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71d226c243b10dad25cee05a5d6c8a89d7a2e6d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3059.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_306.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5c9f0c3ec792078f2e006c30fe1e2c29c67f4eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_306.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3060.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d14a47560276676d2c02d74230c996db0f55ad7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3060.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3061.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c335fcab814a20fb56cebfbba298d47e581f921 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3061.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3062.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e50823ed2d285cb97e432ba0669fe16cc443e1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3062.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3063.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d973dddf758834ddc7a3bcae77d42ab693970c5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3063.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3064.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2d95fbbc2e49b757d96d4d0509e5e2fe9855441 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3064.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3065.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..729f857894b54c2be266afd3f0a376d1db6b49dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3065.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3066.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42a719637b57f261ce710da07d8cd3b2d08a445 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3066.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3067.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e84ebc1351bc19e1de630a4e8ffced3eb549110 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3067.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3068.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..651a022ed9ccc2d42adbf4d17044bcd2584a4d3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3068.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3069.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..214ccb01eb1894be97a4791ba0cd72c466cb0eb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3069.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_307.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e73baad2cd0869e823eb75f92ec2434ca1bae8c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_307.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3070.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..907d893e2fd037b12606ddbfe2a26eea388fbe7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3070.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3071.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd456d7efb890f43b6714b9c5028ab745c905b3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3071.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3072.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3c629030f5a045255180234fe76bf890ced5ce0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3072.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3073.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..895ca693c0e0b0ee705df31735e1c7aa44badc92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3073.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3074.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..433f8c9a5b40733b14fd2e60cec69d7621628bc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3074.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3075.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9eb36c4d6c90479755cc3ed4cb70b2ff9e666e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3075.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3076.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..deac3a3cada0f767a0e43fa5333a26a9c1e7c88d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3076.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3077.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c264506c9a0a5213bf775400d96fc0c45c7df549 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3077.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3078.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b470213d89e446619a0d7c1810ec3927dc6bc3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3078.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3079.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecca77482e99e475560f0e14eccf70cf1dc62ed5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3079.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_308.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce83c17dade25a14384bc8ac3562e868d37e4606 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_308.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3080.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23fc72d70eca41c091738fb902e5187f1a05f94e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3080.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3081.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01dcc551f4453ca5bc4e7abcd61940e3170e816c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3081.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3082.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8d188b181481c4173b51f0feb74d88110878368 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3082.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3083.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd7dff6c0842bc811cd5dbb305ba811e2966a097 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3083.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3084.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e87f426676a713615c08b924a8ea97a2b78998fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3084.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3085.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63d355115d1bc63d163f3dbb22a6f0efc709f9aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3085.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3086.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..747a7be9789fad0949b35edb8bb8f6500737cc55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3086.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3087.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4d771111b83f67b0e8a40ceefb8a12796d30863 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3087.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3088.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b74b5e911a91be5f9ed673e69c932e4a0f292ad3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3088.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3089.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92eaa2d51d6755bc3da0b0087a0fd0beebd41a6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3089.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_309.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13d1a03af23617ca1f225413ad0238281c8596ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_309.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3090.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d8a58f29a9d705fbffd56da2ae684c374d82367 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3090.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3091.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c233732ae345d4209f888bf04ac13012e0fd7fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3091.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3092.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cd7eb152b157df66f60ce12c91213b4bd1856cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3092.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3093.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99ffb27b280892574c533aee833f80d476181741 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3093.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3094.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5ad2c6c038ed9c127651fea52eff8574fe43155 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3094.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3095.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e9b3a3b8488af77924bf469efa52c62bfa12e5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3095.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3096.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21a945a65536b4d28ae82f5ab191ab6eb724d048 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3096.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3097.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c3ebbf1ee613007d20de839f25b60ab0222e2b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3097.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3098.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f04d983d8ea97dda0fc4074f6184c34371d83475 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3098.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3099.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d47d330d6116b5f27186dd633b389bcef92834b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3099.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_31.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_31.jpg new file mode 100644 index 0000000000000000000000000000000000000000..934012c20b29e9bde96739c2bee66f6320492cca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_31.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_310.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3606b63a402680c4dab4143883bd6d90692c79a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_310.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3100.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18d6c7a189d917b0917e74a32538f0ad96fed080 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3100.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3101.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3550a2c7c1483dd041cd948b9a28233990897b8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3101.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3102.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a0f948597aa3cc345429941d394a902a17ff2b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3102.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3103.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77e67507a0d1ab5ce5996cdde23dfa452bda8dcb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3103.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3104.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31df7bbfdd0500e31bf6607cf3561657c29d4fc6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3104.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3105.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f16ea73ec398617dd1eb236a2c06a8113b599b48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3105.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3106.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26e5e1afedb96764b6e1200312a647b2b1e7d27a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3106.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3107.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7a367ef58631368209fe1fbcbe8b0a47651e752 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3107.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3108.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ab3879109ece4b720104c19ced9bbc7c32c3588 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3108.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3109.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..facbe279bc394d2805ba02c0c07e853ce0aea21b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3109.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_311.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3e90948d2a3121c1df7ea01352a1f4b5fd3e70c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_311.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3110.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44fa3152738aced97fd97293e82972f2f9be0d25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3110.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3111.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb029adadddae8ca56601013243da0bc5c6a5065 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3111.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3112.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d5cab70e4854bf572807fea90af15f175b0b42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3112.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3113.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b41c3924e40d5c3d7f0172e4d2f838aafba05ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3113.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3114.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be369995caea186dd77560c3333bc5242042a5fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3114.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3115.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3ebb560b0beab25159d8197dba99f4092809a64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3115.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3116.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d49238c1a9ad3a76ca648e3c69aa7e1311c20bf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3116.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3117.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd0473310db777adfd78cddca36c29b190e2e8a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3117.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3118.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfb3800e4e3620c737869fed43e7e8d7012a957a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3118.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3119.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59f8d2ca505d26331c75307ad962dc10463ecb7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3119.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_312.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..612972965220104c3c6ad6e24a71d17b438da763 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_312.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3120.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55f13a85be892c6d30053f4e8ae76d63d2ed5024 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3120.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3121.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc5e4c13f7a237edeed0ea2229c3c2e7ebdeb6d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3121.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3122.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f01acb15673f20458fec01f369b4d5c56af9b1e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3122.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3123.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d2d2782cda3f19f4519e42305693e57474007b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3123.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3124.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..128c8d74f3190dbc352d3d46c5073ae24975effa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3124.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3125.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfa02a38a341c6b65afde356b73569a3a92f12b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3125.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3126.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1dcf36baa42b61c8830ddbc907291b97474b7ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3126.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3127.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e72e3d29911347c956bce5481d7b8fadf19d599 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3127.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3128.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7dcb0d1d3c53882b726e4fa052b101af560412d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3128.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3129.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbc0c41ec0b2e112f25b36249e760c3fb595d0af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3129.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_313.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3a07d7a5bcd80d8fa455ef60812e84815883a05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_313.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3130.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25e196fb0fde646c5971c3013295b3e2bdb6e86c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3130.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3131.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5a25c31f3dc64f3d0725ae11cd3b3006d5e918 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3131.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3132.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c847870772f2092de2bff6bc14809ddb5bced73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3132.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3133.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a48ffcdf5aead3fdf05666c89529b710278d819c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3133.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3134.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3af3ba0114e531d109e80a35c17d39d309fcae2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3134.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3135.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13be4dcaef34a0228d458973ed79031b0ee2ef03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3135.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3136.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f9a01c534fcc6ee68559d682271aaa136e4e83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3136.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3137.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e688d7b7612b192a1f03b6b14ba61755cf753822 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3137.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3138.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a12fa002ccd4db14fdd7a1ca41aa5f4058d278ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3138.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3139.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a83391d162d48d175b4b61fc88700236cd61799 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3139.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_314.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd871ce8e03fbaa56eb8dd58eb3ef6377e1058f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_314.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3140.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..013803a1f62d38db8f121464e5aa4afdbe360faf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3140.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3141.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9030ce6bbc918a15addfcdaa969c12bf8e2ca3ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3141.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3142.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a77b240fe32adc094c73082b17f023f64077cf3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3142.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3143.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78cf057e0854a3fa40e46923dfd01e3606809297 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3143.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3144.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb0d88701032b33e3b7e8a7153028dc832877c3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3144.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3145.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4ceb1fd8448b12c3e08e8803aed673086386b44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3145.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3146.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18d6b8779d3102c6eb4f7113c5a80a0ac71839a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3146.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3147.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32fb6e96a5abe064dff20fc4e6f59dfb41913682 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3147.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3148.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..494cd1d53f27229f08db13a5933d90e13fb4e6e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3148.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3149.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbdf16dab1694af5e7f62d067d4618a28f3e152a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3149.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_315.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68f85b8cc29a1d9a35098b3892acb3f7be54095f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_315.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3150.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aeebbcc227198d4919c6154f1317ae5b3f53977 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3150.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3151.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74fd3059e8eb77760d9d054c4789e046edffae61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3151.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3152.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78d3f93ccc0d51fd881ee09bfbdcace3983e4028 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3152.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3153.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..601829b80cd9c935341e066cacc592aee66d36e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3153.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3154.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0b914e6b3f7770153c4a5d2a80bd7a1c036dbae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3154.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3155.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96b895be4c3a5253c98536b557b74b47dc82d959 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3155.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3156.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..faaeccb8995f16004c8ba2044a8dde6e18fb6d54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3156.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3157.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..867565a357b2d055210507a6d8cc1c777e40f662 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3157.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3158.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46d70f923f360b6205da897a1de11e68d883390d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3158.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3159.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bbf7afc43f9cbd1bf54efa4885458c6323a8e0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3159.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_316.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2436e8707f22de5b1abeb068a88d41b398536ce3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_316.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3160.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd42eb3a9fad9ca6d6ebf895f8f26960edee5708 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3160.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3161.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd449dc995ec8edff639376a0425891c43e3d418 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3161.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3162.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..913ebddffa24c11c1d7c522ae9f325ad9eaa9730 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3162.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3163.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d022f8fa12e214f45f07a6c83a164215ff480838 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3163.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3164.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccb21af54d44f5a17f5d937880e4ce51a763fe90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3164.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3165.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90abcd51a8d5231206e61fa13a9553b30041b95f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3165.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3166.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abbca5c05262b75ed03057d1a19b7721de0f85a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3166.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3167.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..068ee93a1cb6a84ceebdbf55cb3eb3f09497814d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3167.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3168.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb44330f018d70c2feca79ba2687a7c0c4b5c51d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3168.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3169.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4175cb2eb527d59a21c7da66581446b9019af06c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3169.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_317.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aba32d98a3673c14d035800fc9048707e083a175 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_317.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3170.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4a9890a795a7167f4f0d71c5adbaa53e04850f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3170.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3171.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e46c8ce9feaec07cd2a0e85e60db7c0d7dd5293 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3171.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3172.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05eb629f00de057dd0e17da60c9e05b6cd49995b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3172.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3173.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..730dc5cfb832cb130803f41baeb285fdaa8b2466 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3173.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3174.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..357a036d818cd8687d29cf8bea764f5a857ff29a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3174.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3175.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a34acb101d18e2e1b9f18ac6546bf1b2273251ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3175.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3176.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9357a91d0b1c40e6b868a41407ff1baa06414693 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3176.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3177.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaa00b03d78ddfe9020929932ab61a39c149e02f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3177.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3178.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb94d77abeb6caa507d6674312f8164d027c5895 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3178.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3179.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ea906038e44b99b06538ab475a572a4c3b153b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3179.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_318.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58111ea038a9ab4322dce94217e376710a7699f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_318.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3180.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bffdb3feaaf091d2cf3df7f4603335d1fc98922b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3180.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3181.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..706f27d0d4b5c8ab33015fc2b3527d800df3fe42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3181.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3182.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5516879f981eadc94bf073448fc342bada429ac3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3182.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3183.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54da8632b38a5f735ba894ebb81ede83269d1598 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3183.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3184.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e4eb9b710f74243ed7b9012f4ebe1a3eaa30f0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3184.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3185.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea58080d3a7adb7114a2987712eb0c9f2a685710 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3185.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3186.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c38f087166c01215dc6820b1ae74e4aa77cf415c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3186.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3187.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f884566c63af25dcb44a1c987dab8115bb50b1d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3187.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3188.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab15a0489cf46dfce9efbf80ba724c47ab507c05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3188.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3189.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..141531d90f8094359b29412a3e903231353cc1f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3189.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_319.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07dc517db277b235e232a5005d156be7025098b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_319.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3190.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..810b8e1218a75834ac5d065055c49e212fd44861 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3190.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3191.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd31623dad46b4637738144d2c65f4d381d06074 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3191.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3192.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01a34f4b12d31e8153395cc02e4250a41de55d3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3192.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3193.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2a297d283a76cfa1f0012d55d9d438f42ed7503 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3193.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3194.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..783ebd2105fe7755080cb6b410518449835397c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3194.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3195.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf1f521a932a8a5dcd1e07d9c868a176918d4cdb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3195.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3196.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53ab00a58a9711f42da3957ec164799687916958 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3196.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3197.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b338832409669f8ab457ef83ffa5e3e342dbb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3197.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3198.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8e56f61ccaa3d48f0eca697f2d2eaea7097701e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3198.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3199.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c0bd2bcce42171cfd8ec1ae3cc2b5607e3dbbdf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3199.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_32.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_32.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a2f6ccde738edbe0fb1cfd4eab61cd897c59f38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_32.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_320.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929c17fb38a30d4e126e041f5161d3212cfb8b1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_320.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3200.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86740ec12deefd93b257c6db2b532b272da4aa1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3200.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3201.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac35ae102d2ee16c8581f90e37ade63fbd1d933d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3201.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3202.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f04db41676063bbc1af411d2e5c57d407a4b0332 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3202.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3203.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6509f5bb1fa5edaa079b36b2ac7ced57409317d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3203.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3204.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ebae12db6664202bdf294943faa36f1b80f273 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3204.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3205.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b932447412419fdc3c02684212eef866269be2e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3205.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3206.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f92e2dd346af6e688c6d455bc917cc1feb8768a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3206.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3207.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..945e07b4bbef964c9278d53dd7e91920e98a642d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3207.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3208.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b865658765114d30e9d20c84dab0e0f45584103 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3208.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3209.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26365d23fef8f3cbe1ebbce534299c921a486d44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3209.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_321.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13b84e784b81c77086c277df55e266097d765de7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_321.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3210.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83a2b73aff147edc1973c1f638cafc88ecd110bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3210.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3211.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae2ed58642a5b5981c7faaf4c22cfb85f1c3f69e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3211.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3212.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0610174509852fb51901b6695736ba3f2535fd30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3212.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3213.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3c81d4233d93db9f7a6fab7e2f3c38dbc794733 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3213.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3214.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbe7b4218ba89d047d0871a6fb1bc9846da444e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3214.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3215.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..321eb441d256e687e1e9b116382b2ed8e614b70f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3215.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3216.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a1ae17e6ee3aeae1853a596e76f553211c62989 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3216.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3217.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa0e8e1f7f4359ffc4ede7643865fe2a2210fdec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3217.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3218.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad2c3db3166f97a980cf4188b899cb4817cbf440 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3218.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3219.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79f877d5d7a864da0dd3adfc0588e4996d5f2e86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3219.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_322.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..331148c80c5a566eeaf20461cb9b96455ce53f97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_322.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3220.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa2a54ad963494104927d5735c9bc18808ac28c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3220.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3221.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8373d0469bd267a30fcc05980a3e4f1c65f7827 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3221.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3222.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ecf5cb4829c4861558dbc3c06698659b5221633 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3222.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3223.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d74c84b78e3ffbf43382689846fa51c00cd8539 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3223.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3224.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c52952f35317ea5b12ca9d82f8faa1cd4009ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3224.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3225.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e6e8343de7e103af57801e7302f9e99e96283bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3225.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3226.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a418625c027afbad47fb23f882fa3439f7ef61a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3226.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3227.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..429b1d7bd5d57803b2f065194eb8e8887abf0918 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3227.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3228.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec93786e90cc20dc3b83f715564ec03ca4d0d1df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3228.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3229.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..008d283b222293bee7b2bd603d44d59cfa1d58a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3229.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_323.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c237efe579e60a5017854bc25a087608dd4c762 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_323.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3230.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b73929193acd7107f8a1a1319fe6eefbfa63795 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3230.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3231.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4242375cb67e64d2e832fe0384c6e7e8e50601fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3231.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3232.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dac4f8066c46571e1abb6b3651c301f34a0fcf1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3232.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3233.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..528dae7a8bf5480de2c31921d50e869c0da9efcd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3233.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3234.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fac9a13c2009f6ec948a5ffa13ef687db4a452d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3234.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3235.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b56f0e3fa821dedbf4639586538339aee9ba0fb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3235.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3236.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..990b8e9a955b7c7ad7d6e25711d7a81ce9eb9c7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3236.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3237.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b00783d3c3219a9e4ea49dd390b5d74f6e41145 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3237.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3238.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c424fa2a39efcfd720435b8f54e10296902c145 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3238.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3239.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17fffa10984639579653eb2cc3e10ae8e7f6a610 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3239.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_324.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f15708b36019ac3218797da88e73cb865b602c9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_324.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3240.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00c3af44ea25bfb814418585cb8aef6d08b7b0e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3240.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3241.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78d75b2476ad98b43c4e482e9218fba67cb37d14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3241.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3242.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..897ef4f40b76baee08a26ec1ca741fc63fe9189e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3242.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3243.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f61cf58d0e9de23880f2da32ba29e9f10a4ea70a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3243.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3244.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60772983800845f9823c3ded2278fe40c1ce4890 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3244.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3245.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0530bf5a6d713d87a5efc38a5747849e68334314 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3245.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3246.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb1b72866dbe19332da1fbf79f1579db8365c423 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3246.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3247.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d202fddbe4e9be818cd0ab62d508fcf962c94c1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3247.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3248.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dff7576850327da4a40f12b2833a9df471950940 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3248.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3249.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d45bc87a059b220e2236d4fdd034b92c0b240a94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3249.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_325.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..647f6ddc667db8f2d61a4bd049a1bc606c147be8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_325.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3250.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b1644cfb3583ac97495fae8d2878a99b5e1768d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3250.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3251.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5910f2150ed7e11854e55d382b4c81b295e28fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3251.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3252.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a61da4ed8c37382ce454191375dc151588846b4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3252.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3253.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b04f72167ba9f21f619db1c1d9c1de09e1526148 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3253.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3254.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afb86311a9bb65770bbf08cc0285d1c7bcba41b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3254.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3255.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87eacc37388dc4ff5b5a00b574e92a95a00f04c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3255.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3256.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1ea66c9088973e03d946a7d90355197f887cb8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3256.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3257.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..780c0413593b17df961fde6875f2c25f552e946e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3257.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3258.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..552a02324b0b29d01b49c156805089c973fcf305 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3258.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3259.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..def1061f15482b3a15236f212a666c47e42a2210 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3259.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_326.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b6e426fda37b600cbfd892e1fbe9c0c4655265b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_326.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3260.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee54edf2d2461c2ffc0f0a67d003ccb5fe87b2e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3260.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3261.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69556a25bc9f373a010069b183a55d12dc58c341 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3261.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3262.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50db3189b23fa2dcb58cd317f49d89e2c99dffa4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3262.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3263.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..337641a2013acdcbf7e672fcb4dbae51288c9525 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3263.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3264.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a4fd295c4b1106ac8f5122a5515ade380f352c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3264.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3265.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19bce72b260529004a84eedc23216626d3d075ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3265.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3266.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0a8ce9b9131acedd7b0e6f9f5a9b872703f2873 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3266.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3267.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ea22a13ec2f4cdbed15fcfcb633becc072c57b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3267.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3268.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c47bd58bbc75722e841c590258374d3ebf916cc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3268.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3269.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0214d1b7954cd545ab052b6fb3f23af34a252b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3269.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_327.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e29ec050eb9a280c33e7c481d2a50a71da6f95d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_327.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3270.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61e8d4659e02e7c8a5e0088b87a761624423071b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3270.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3271.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82c10f321d1fd2e320b3951edb2a62de889f6128 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3271.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3272.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79cc32a04a62d5f8522def355f6e27d6dda16ae8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3272.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3273.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..630f88ba398f71c64e691bb023f75d54f92402f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3273.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3274.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..959b22e5c04cabab57a385f2045b29c9858ff581 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3274.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3275.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b735f362af8da9f6b6156a4dbb554860c10610bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3275.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3276.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..910e39ca0bddd0fd50d89dd4040c51c41c8e88fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3276.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3277.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add6768d35f9bdf609742275e2173e94f1bb4775 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3277.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3278.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6847d624d87690d15101b01f9082cf9f36507a1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3278.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3279.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8ff7b0c8f176553bf9932077bc9feda0a5b2863 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3279.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_328.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2289a7583d86e5bb2128d8d25dc42ae5367b555c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_328.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3280.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63967aed32090c6c814d53e3d9fbe9f918df62b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3280.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3281.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd3582b11e39a101c0971bc8c6e763df0beb6600 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3281.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3282.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6decaa2eebc9a24a3b148ad7be1ebd00d0acdc34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3282.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3283.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c22af224a394cd8b0b9b8510f5bbddb99c7213a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3283.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3284.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..556c03902b4ca81726076c62baa5ea29a6c4d3ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3284.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3285.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5315bcf0164c3688ed98002552df62d33a9546e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3285.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3286.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..405d50086deb487374f1ed5186c05549dfe986cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3286.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3287.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26cb90e625f514cd6f3921130cc10e8892d30fc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3287.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3288.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2a5d5df9aa4363434496575c9a6caba9bc11c25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3288.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3289.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e52213af858e1e9627a00d500c2f26f6e978f997 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3289.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_329.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9725c75e981645101407abdcf2ebd52c123131d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_329.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3290.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aab48d05fac015aa18b4f6dbdc4315c024ad5c03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3290.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3291.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a443e67b8890568314315c115b544a6b930f51bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3291.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3292.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68170616ce44727f04d070f67dd6d5d18b6c0bc9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3292.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3293.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..059c4bd1d371ad4244e0fc867fd23e897a1d07ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3293.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3294.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cde4144b75506cb5edff86f556f3ca139bb0b4c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3294.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3295.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0a8bb49d591206b4cfa0cda82632160afdd1b60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3295.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3296.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfca24bc4e743107ce7063d36165027093e145d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3296.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3297.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29eb6345a6a4a27eefefd28705d7aeb43ebf7d2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3297.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3298.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d782c11fbb8e06334e3e9f42c0bb6c0d2a34cb18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3298.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3299.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19e0e9fae594e60bd582d96c5680b0b787c246c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3299.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_33.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_33.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546dc85bf5a13d842a63fdd40ca8f1b9634a645d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_33.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_330.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b21cd310a180c9cc0ca2d5d25deac87c11ab155 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_330.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3300.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aee10b84f4e8d2fa59a06ca2a5bb17acc4148d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3300.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3301.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..360ee0867599ba693e0069e698c75f2716e3aea9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3301.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3302.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcdd5c8e90de3ab476902e69d124687a6b03ae12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3302.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3303.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6627cf0333a3d18694aace694cfd0e5ea08b1914 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3303.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3304.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09ad6a3dcd6f6e0bb7f39bac22fc38956acada58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3304.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3305.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2ce186522462c72d6e9af0b2047970a261c796b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3305.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3306.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10090893b5b286ad16e342bc3b5891fc7583b640 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3306.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3307.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8866a95d0d2b32b68c6976f58c6842c3916ee3cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3307.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3308.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51b2b3dd223cdf11c44c5e1c6dd21f15612f6bd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3308.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3309.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb0b773c371225ab751943ff0b71794c4b23ae33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3309.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_331.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26cabb94cfe16e85426205c606fca2c74ef3b00a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_331.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3310.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48e3a49f3fd642c225f3290e81b05ccb4e52e7ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3310.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3311.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27a3b8aa8f5cb09500fdfc0d49a599224625055f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3311.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3312.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..526fcef8bd2cfb9748a6bc00bc2bee2e490b0a7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3312.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3313.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7dfe4d6bef2904c75307d23901c6000954d4765 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3313.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3314.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0efce154ca9a9308f072a7289ca0a27bdd2569d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3314.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3315.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea877b589d85a5ec79d4acc7a81e36d369a94823 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3315.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3316.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d3258f5dcd9b49d4a6b3b4f10d9c86439ee9c40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3316.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3317.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d430b744342ec7f7aba91747f861de0a69e0d673 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3317.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3318.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd5d3c78448c033a64128dccad4b118b5882a967 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3318.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3319.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb72aa4d78a0b8af04feb3c2ed2f21f13c08ee13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3319.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_332.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95889c52000f0278ed0468b3a71df05a12e553e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_332.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3320.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41192e9ce4a9c1c64f9a3bb8e488a9ff343503f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3320.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3321.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..312fd0fc5422e551a10df17b0af29394eaf38c2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3321.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3322.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cabfc45f32266229c523398eea4fad55d777cea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3322.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3323.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7d0799ab8940328569953f739470a85df13218e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3323.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3324.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61b5a47b6d380476b534207282b9427ef7bd24dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3324.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3325.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba65c2a528f8ecee10fd1ce6c81e8c68c030d435 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3325.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3326.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a350218115ad21021587b4066edb93a54365bd40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3326.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3327.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e102c7d3e5d555d316f8694930fa8ba48078777 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3327.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3328.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b3dfd5a30a3767cdb564780910dbace7543188 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3328.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3329.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87db9b4b264864edf291d61dd3c628ae4ef900ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3329.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_333.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0b194ea718479a568a1ebad60a4a6153fdf2236 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_333.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3330.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e1a71068ea0844dc9fda9e67830680b7f201ae2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3330.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3331.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc4823f4f80b877b583eb69915439f5edd0b8310 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3331.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3332.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bff8dd9ef1756a602b744ccdb06ab4a303ebb0ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3332.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3333.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..416e68c102868f5f4a968987c5bb22279308aafd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3333.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3334.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..237a7cd6c458a13269d3b71947ed9070545798bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3334.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3335.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e48c327cd18abc4fed22e7ab3ca0f57c775f4dd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3335.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3336.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55909ab0344d77d10daff826a92961f38386995d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3336.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3337.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77da382598abd1a35661108524027630b5f7edfa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3337.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3338.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c4db32ecf55eaffaff003af6a46729cca9c87f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3338.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3339.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a9cf987501d6f61246b786d44fd5ee28abfc155 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3339.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_334.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4bfb18d01b09814fd0ff9dcd06cde79a4c107d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_334.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3340.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77842222132d36d52107376015b1b8d5e22c0d6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3340.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3341.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab274ba88984ca8131c8850551ec45da8e640266 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3341.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3342.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cb02b1d958bb1e95ca012021c81c67eb4840b8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3342.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3343.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb63eecc2b6cc1a206ea542acd71926cf87dbb88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3343.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3344.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76193a7ae34aeb8619bbd1dfee36f9afa5522707 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3344.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3345.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc7b0243db8c758b21f62af091404d2162928e08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3345.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3346.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dc466e1221f563af7eb184335987999871aef67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3346.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3347.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d67e35e3677526728b2f3129e4f45f615cba863 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3347.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3348.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ce0ca8df58e55c338b03328f1c028157e76d911 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3348.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3349.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbd6cc33e7fa2c36fd808d709397c29df9d67223 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3349.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_335.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34ba9f9555d502a818e0509ea5aa0df2e6afc45e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_335.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3350.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..364250e48ebee4ab03c3c9a93e1485eb8d8a0d8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3350.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3351.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b4a437c13a92915e4f7addf97299b1d8dbcf79a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3351.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3352.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d6a215e92985bbcccc4ec0bc8ec012eb901f843 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3352.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3353.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d0c5b065fcb26d3b98adfe3125971e065183c4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3353.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3354.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84d099b0ab0dc94733268fd2f6c85577d60faff5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3354.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3355.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef345ba0a7f77036528899a9d0d72e40ae9a62af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3355.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3356.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51b8171abf26eff6e3b38eca3fbdfd2552acff0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3356.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3357.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0915c710e0cf72d15d07beb6eb6873d125bb655e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3357.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3358.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea4476c59d5abb95f8ad845ca09d97f267b3dd8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3358.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3359.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f968a50c88b220d7baa7768bfb2b609f21167689 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3359.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_336.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..411b4350f1d56ab932fb0f87f31a1fee921ddc40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_336.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3360.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a09f98585c4bb7c3b4c5a657a0db91d19367a094 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3360.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3361.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9706abd475b825846ad3eea973d14785ec10f91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3361.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3362.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bc0df936d3408dd2c997134c3837e5a4374e6f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3362.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3363.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3ac86e56f5de86d1377650ace5e669f087274e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3363.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3364.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec4ddc2750f3128582c80f88c766fe10c199adbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3364.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3365.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41db1c866be87b520c77944e8dca663fa8669956 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3365.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3366.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9485202f83ed75edfb40b1fcfb359d643d670043 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3366.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3367.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bec09dde5e7edaa0d5b1b2403f8a106ac5f8460 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3367.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3368.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..313719afb69a39ec186f1ed61a9a487bde96629c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3368.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3369.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e37c367745235b079dbcf7b418c72627d9fb526b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3369.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_337.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dbb5a0e6e6f5f5127b6423e07b25daa1cbd678e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_337.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3370.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93add043ffb92b8e825089453de9aa62a4757766 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3370.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3371.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e702f24800f4bb82d12e3a810752fcaf22654aec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3371.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3372.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2e7ba52f9a765ebbd586b995ffde1ca9e6a8449 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3372.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3373.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46566da04835db692cd46f994b82ebac278d6273 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3373.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3374.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe98e6b21424157e8424e3fb3ad48f21a6c3c8ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3374.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3375.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc178c70c2d91bfa99c1865a7414d6179d30931a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3375.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3376.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f6ddb7b1bf61a64d7b3a3c22d81ec9c2469cef4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3376.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3377.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1889abb642e91d419c4c367a95a42c49f70bf00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3377.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3378.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99da29360271e1d5b3dd598daa2cdd56b7a59e31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3378.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3379.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f67b63d124353fa64552cdeed05e1e34b772abff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3379.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_338.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82d245ec3f0e415017daaac258e766a79e6c7d19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_338.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3380.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbb6982a0a9187d4e758649232ff10f6844e957e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3380.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3381.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e553d7171f46c52b4d20cd3bcf48d103a7c7dfc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3381.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3382.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd2708edc90dcdcba38678d3adeb2383627e0d03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3382.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3383.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d921da333e8060dab3f90939e243cd77996e82b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3383.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3384.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc06ff3eee79dd64e96177374947710094dd2258 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3384.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3385.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84206ba7aa6677901621e81413d17895eab0c0f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3385.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3386.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c776a64e81538f2500cf240c18b275d7416fd9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3386.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3387.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6cffc1b7b84a9ad66ca686fa0df4f06d80b6593 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3387.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3388.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..597e6485d37417e3dee8957c5c1ec540326242bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3388.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3389.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e50de6a9536ebcceb6246d695ab367eee0a8655d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3389.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_339.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6de5c765dec397c91e5a66b720f8728fb15632b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_339.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3390.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..602f22747d5944604695378e18857193e8c8f039 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3390.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3391.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65c404b2550acc24a2352b9b04e2916087032c31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3391.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3392.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccf81c0ed54dcee0f15b4a69384fc63fb42d4351 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3392.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3393.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3caef970187ed69fa65bbb3ebb23ffacebfa2ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3393.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3394.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27646daa80ac23f0fbceb411e26478afd28366aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3394.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3395.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e5429ac883beea1d3f07fe61da3064b0725e0a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3395.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3396.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8b3c1e1f8f536ed367270ee64b39e667f89575e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3396.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3397.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38d5bb016f73fe6af08e9dcc856af1efc06818e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3397.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3398.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d69fec63636f31eeaf434c83aa98d1c13fdd4834 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3398.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3399.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e189e7b07e8e3369154ba6b1784700cecdd1c665 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3399.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_34.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_34.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c1852602efed0d5a79d799842f866e3da234192 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_34.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_340.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3eb799860745db114ceb0abfd8c91175cf40813 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_340.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3400.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c13b3214ded72b7347df9511e2dd97955fb0598c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3400.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3401.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..681d5372ff1ea60757f5878da5a6bd32437ff8f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3401.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3402.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d886f7d1691bb67d26b6051a83107c36f26a5822 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3402.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3403.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e1a57c32329859abfda336c7fc3077e1a6ad6cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3403.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3404.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a2962e69b62c7258085f5d776f2c98e97ee4981 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3404.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3405.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..565820b95925300497882c250f52ccc12b2e7207 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3405.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3406.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fec34a2d34b1b8e81a71c42c782f10ec882624fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3406.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3407.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4f98b1250ebf7df67764ef71e9c9c6781560e2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3407.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3408.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d4680038ec4a52bf800f70040920a1a8dbd4134 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3408.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3409.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49849496322cdcab83275234827a9b8ef8e80bfd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3409.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_341.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72a00937cc15cfc9aaa1ee130236bba4977ac2f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_341.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3410.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a87a5555ba6aea6f4b95a0c468368c0753d185a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3410.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3411.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..482515443804f5584ef0a6f7575791f7e1a25dc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3411.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3412.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..655b7813fd4b38b33871ef7d2e2ca774e39fce51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3412.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3413.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7aae606bd1c6f31af6b3c0e5151f2f67823c16e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3413.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3414.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8728d0f82dc11ce830d06b55bc18dfaa64a5a94f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3414.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3415.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad45abfc143c412470e80b874259d61d31c3b2fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3415.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3416.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bffaeca0fbd9da949face0eb9a3d10674088466 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3416.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3417.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..951eefe1976ff025d0b21443f7cea68f11dea2db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3417.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3418.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08fb262e232505415c45ae9d5e876a1b0cc47abf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3418.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3419.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9408fb6cc4fe0b6d6e21205acf3dc64fc2cadfa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3419.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_342.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a142d2a14c6f70a314473d91f48fb2e293f30e8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_342.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3420.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0e677ef7b307cd6dc5b6a611365b819d21fe24f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3420.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3421.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15936a07dc5075b66d53633957bc1244a6505664 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3421.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3422.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1859301beb86d900e6a75447cced37860d18829 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3422.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3423.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56eb7fe2e3fc2e76b7f6a2421290cb0a11b32fb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3423.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3424.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afd6acd7eae90a069f09c64a85093f21fc6adcbf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3424.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3425.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5fb019362f6e427d77368b63998c1f8ad2a69ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3425.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3426.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fdf22164c9af5f1c505bfe93c3040f1a202eaad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3426.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3427.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aac725f835588fa1cf997c44225cf1a17ee057db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3427.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3428.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c402a0a0ccbc2896f0aac1d8c70d0c66f0f5de0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3428.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3429.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d923a3c18a10b9808eda4dc5a226567b3a8c7d29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3429.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_343.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9defb89bb20e613d7fa12455f2d92f3c2a743206 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_343.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3430.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81f0e728b514928b42d0f02c416781cb2699ce74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3430.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3431.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..614df0cf3093cdec1b10ae34d4bb2a5b5a92fe0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3431.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3432.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9532cf003e076f0388967570e4f7ce23affc1f76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3432.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3433.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68f2202d2a820627ab4c8cd6c6627522b5a2eb1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3433.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3434.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed55ec776571e237ddd6ef9b05cfa72af98a02e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3434.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3435.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00e64272ed7b85a2ac363a41f925628db8dbe80c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3435.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3436.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b976e0d2fbfb49ff55a05875e819f84073e671a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3436.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3437.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99def8f8a4cff400b054d813bff1663dbfd5eeaf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3437.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3438.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..416c50b99977c215e2479132d24d73483d6fed6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3438.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3439.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7584adb48ff8924bcae8dbcf1cdfa81a2027d6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3439.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_344.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dd00ec2aeb45355f48000d13e573661394f531a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_344.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3440.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a742ca6d8e023fd55512eb1af0a4c4e0f51208e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3440.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3441.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e98866830ff8ae495a49b2223181caca09e01a5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3441.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3442.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36069c5bf0512e7cb750a9b35a25cb3f45f572d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3442.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3443.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c11f1efd1e4696b80a89ce6a35162eea74343ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3443.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3444.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e71fcd534c160d0da323383487c7f1a9f0c107f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3444.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3445.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a464e01316667eba2b016841c8b001d652f2a3df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3445.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3446.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9173174cf166b0ad5457958ea767989725dd8c67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3446.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3447.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbfa995b095caf905714c17cd759ce6cd34ba368 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3447.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3448.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5be314dd85d30ed907b47fc1efcc711697139842 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3448.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3449.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f04437430c08a5479218ca937c59e84e5df5a311 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3449.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_345.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddf65e28ecb73b6599918043097805eb79186084 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_345.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3450.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fca8de8a8e4621e4ba0ba06560a2bd1bab15bcb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3450.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3451.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c37346b9cccd3218ff94dddd48f218ae197167b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3451.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3452.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b23b4efe5bfc15db8e18c638a00cb1d78319f5ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3452.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3453.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27007feeb7f3f99ace7a777923bf5ee0582913c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3453.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3454.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a578dbd71b0e324e74f7813dc31e806c96467ec5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3454.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3455.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36eeea67bf7302107e378253a26b26a057b42cd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3455.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3456.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6646a668f59497d25801334dbcd15315614f73a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3456.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3457.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a462c20da5e91191edc047ee821be7397ddf0ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3457.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3458.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cbc594ace32ce0c8676f77b9726470eab8dd669 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3458.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3459.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bd6a10ebfe6eaed46144a3fc34b60c61117db43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3459.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_346.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8146fb5c3b502e44b61ad12ea56792f9f877205b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_346.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3460.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66336d0ed8418d54005368fe1a33d74e9d57d1da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3460.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3461.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20ebab5730d94aecc0a00194b33d3457474e7fe8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3461.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3462.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee9c8b1b7f8b6733d9a36588df0557aeed56f762 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3462.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3463.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b940853cb40289693a6017f05a09d844decec8f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3463.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3464.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7df28e0abcd66ab0fbc7584b9d2643ad96635d46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3464.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3465.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5ee9c861f8fa60fa8363e684f8c4a07c83a24dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3465.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3466.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b926512618f6c5ceddf9134bc5a4ba7db72e7f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3466.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3467.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4eabaa6d2cbb2ad15b6a03be8aa35e02b270431a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3467.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3468.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..592058b3ea222b600572d95a1864392030264d87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3468.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3469.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6de168d2c499a73ce72409c684efe6abc8ecb80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3469.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_347.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a813d71c2372b6ecd9ab60940ca125a0d76491ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_347.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3470.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdd86cb9075b893819c78812addacf8455b8a9f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3470.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3471.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f894bf08dc43c8b151262ee9c895390841fa369e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3471.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3472.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9157aaa69da1b834673cc22e38cf28e3b61beb7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3472.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3473.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82f1500f680883b4c126e8cd108b2c980a171c74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3473.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3474.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..126b4f9efc169c76e27ed0be0fe5d37be7dfe1a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3474.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3475.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..640850c6f56ae6a0d9c7336bdbbc5a13ab46cad5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3475.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3476.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e52546cde8ee52123d2da2548ff2ba2bb08adcf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3476.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3477.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7297a983b1924deaceff678d5e7858690df99c94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3477.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3478.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaeae49a7b965827b0b6aec45fa58979419beaac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3478.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3479.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d9fd33f6c3e9d2ee084a37082b5741559a62f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3479.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_348.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6209eafd2224f41f68c6c0252113f04712e90005 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_348.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3480.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b619fe10e7df51bc5ddf2b679aa2a310a319d2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3480.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3481.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fa234f7d3a695b9fb829fe438b611f0e2a30a3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3481.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3482.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aed9cf51d22b5a0ba053ac8c14a6902c1035551 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3482.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3483.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21f1a6b0407c8035538519031c644f4434e4e4f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3483.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3484.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99ab985104de6ff80d79f0e78376821808d39dd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3484.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3485.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..033dcae18e7c1ddc798da9199a8ec378ee4c4810 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3485.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3486.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..661125d88e0cd8dba3e8e72f96229066ee8c2831 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3486.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3487.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dae5185062b143bf33ba3c3e147d9e1e5bffd96c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3487.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3488.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0b3aac1cce681f6fcd2e126e678af86aaf78dbb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3488.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3489.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..074c467f4447a7e64db6157748f3229ce7970009 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3489.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_349.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e4f6eedc5cbaaa1b68f6a1b79f31a01dc2de60f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_349.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3490.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdeb30e739d61626078dfbcbba11513880e3db0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3490.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3491.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea950f6b456e623b610080e0fda52b75b6725ad4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3491.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3492.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab6a67e02ea04f289c8cc1898bd93c1c9e261607 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3492.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3493.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7771d35984dc29c21407a1d0d89bb73056883dbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3493.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3494.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3490dc1d1e152809ffbef3a9ec0b9c04190fd88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3494.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3495.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2adb4778732aa7749f50f0eaf1a1176ec92b7e75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3495.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3496.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fa01775fa7e546d8a873c3a7ac0a5a81540c2e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3496.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3497.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b92358521c5ba64ef12c08ac285cd0c5ff03e43a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3497.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3498.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ec862366a0a71e46e894dd69336483af0cd3ff8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3498.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3499.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29e56d4c33deed117ef0858d73ed862a9af78181 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3499.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_35.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_35.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebd2c26ba4fbf507c44d4ac25e8308971e483b17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_35.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_350.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdbc4ac3ca70a1521fdce55072619cccd1d3a662 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_350.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3500.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4d5fa98d9df1db141fee91f428bbc818784120e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3500.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3501.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17ea6ea2bda44147d4047c3df12e9ec417f6b748 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3501.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3502.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa3b7eee253c6dcc3593702d6f38d03056986e84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3502.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3503.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d4d6a0b95f89358055e124d9c30a4f97193116 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3503.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3504.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c0375cedf4067f111ddcb06ebc3ac1352c8dbe3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3504.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3505.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99ed6b865d51e6061cb54d2a96050f4e02c378d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3505.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3506.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1428472f215a23c9f2f5e7beb90cc1fb7fefba5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3506.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3507.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05170b29fcd9bc671c09aecc241e74323ad92c5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3507.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3508.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e94e28d2bb9f0fcff0ddd4cd416412b273f1f088 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3508.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3509.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f25239c3e25f395cfe365fc341bd6dbc24306c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3509.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_351.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abee478715f6afe95fefc9fb1ff738fb6c5e23d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_351.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3510.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd39af1702ac762260ed02935aa942c9e8b163fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3510.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3511.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c56b4c4a8beb25631c507e3f191ff96fa3bb45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3511.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3512.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a48d71229511073f9e8a15106dd3be3af85f1ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3512.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3513.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2675f64f099683284d015f00bdb893fbc6d70c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3513.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3514.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30261e0735fbf579e760b4e1e6723c7c7c65990d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3514.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3515.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c0c49e8bbfa644bd371dd07709d695b41063c3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3515.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3516.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1fdb9d72d736e65c1c0d453dd29defbeaffb445 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3516.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3517.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce62152e729faafdc9186f5b92aaaa4289073c05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3517.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3518.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2be8d94032468a93909784a480d0e3f87326fd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3518.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3519.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17616a8a3a6b82a2014c7ca26f68b77752a0c914 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3519.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_352.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b11d4c2575a840f8f86742c83bd83f9ab004f1d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_352.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3520.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24e23b67e485cf32fbb5879ef964506413e36b11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3520.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3521.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2953f1d46340e5e968b719aedc53cfac8035f6c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3521.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3522.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a8bb2244b71d7b8f812d1a03c8252c07f02f08d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3522.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3523.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d601dbca61114791d52de5b8aa45750f7da49935 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3523.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3524.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd59994155e0ed1fc23d7425085d2b5763efdeb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3524.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3525.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..879bdce97008e1d0cd3acb27452b670e78d3d7b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3525.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3526.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67d0e69a1cef0885b8338cb9d726fa143dd18177 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3526.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3527.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6770f47617ed4ae1287b0a1c4a2bf357fb40abf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3527.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3528.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc40fb9d82ddebb9c030abc994bb2fe7b3707ec5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3528.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3529.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc971c721db6162bb25e0ee7df329f797dde9234 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3529.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_353.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c02bf1e26eb0e7b4b440a1dbe5939e06d863d8d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_353.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3530.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9ddaa97b1fe97a6fc1ef213414d7715ee8ab769 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3530.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3531.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4d0e46527ac6f4d80501c8c27e2c29a1fa8d977 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3531.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3532.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7131b48a0eaee086fa5bbc4a78a6fc8f0115560 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3532.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3533.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d291de0d821e31e03b703febd768e64d4f8429ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3533.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3534.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b9e4bbfabfaf888c985e68b1d36eaf056acd438 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3534.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3535.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f589dcaf7314a613510e00cbac5c0f8cda332829 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3535.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3536.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8905b775d784a579f60d13edb71c944a7823137e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3536.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3537.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8be6cf3b6111c5256c8c329187f35f367ac4846 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3537.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3538.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afb01899d2d65c2474de7b57895302684eec8bf5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3538.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3539.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..615a4b01d58ca79aefb92ad2a8ec42ce9c75656e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3539.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_354.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1eab77f04ffc75969d04055c357991eb7cf50138 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_354.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3540.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8a15b1b966bded89c2eb73a7b95cdc2c035ed02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3540.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3541.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6e4822aed492c10d0401c72239339ad62a1b0b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3541.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3542.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ff7ac78241eb9db78326b85065807523a5e2637 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3542.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3543.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8081862f5486d7400ece2b663f74f511f2c2505 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3543.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3544.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e33ed1e00f0036c7c929cdc3e5eb1e428a9e2fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3544.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3545.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52f80ad276048fe9b97f209281d8ce2bef8112cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3545.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3546.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75a5c5eba3d63033cc4b293173a4eeec2b0f8c7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3546.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3547.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5485f72173929ecdb060989b129868a7ae6b39a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3547.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3548.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a01e938bfdb6edc54a56d26daba056cdba62c7ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3548.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3549.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14014bd15b91d36e6496c8bc493b1878d1fe1506 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3549.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_355.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c973ffe62e5ffe803115d5ac4a01ebb5f212a35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_355.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3550.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d0b4e29f55fcddd0f2fc6508cc412d5d1c55d03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3550.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3551.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14e29c82aabe828bc47423e240debdd080a5b293 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3551.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3552.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1be4f8fd5e128c1c05e61511119252e96e41d92a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3552.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3553.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..973b827fc777aa3daaa1a639aa8b4cd792e9ab9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3553.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3554.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a4b107eb87bd8f3efd16645d61a634f841f37eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3554.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3555.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78f28a6308cbf0063f13a8cd0517c6836e5eb871 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3555.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3556.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08b6c5b45bb90930ca89b39e4c2ba74167e1aacc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3556.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3557.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..645f3fec9ba36c23d62bf38d1e846df71dbbba59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3557.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3558.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37a3925c2b56cc0296b63fa57a0a4f66dabf741a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3558.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3559.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c294cb946500caf58b2d375e747411f90db71b6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3559.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_356.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d6aa4aed358dddfa9024e4209947b050bb84f4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_356.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3560.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a394a54842a3e08f11af73b89a4fdffacc12c505 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3560.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3561.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..256f176ef13fac7afa2b1dc0cddd9d24fbaff23e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3561.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3562.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1df1868a917bb75a3508518c42cff5d9b84714c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3562.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3563.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7ad6e287af5ae71fbe9c48131f6cc68eeafd14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3563.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3564.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995cd895997a92b23b382c7865838ed77c09f05c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3564.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3565.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c46c23f27d74786dc26b630225b202402213d3fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3565.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3566.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c5f2a8d35993d6feaf39ca80a22c6d90c371694 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3566.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3567.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7552e486eb357b35c942c1699b334918a05c37ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3567.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3568.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b7a0242545283a234a71d257bd7595595ee9cdd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3568.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3569.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bae482c1c3df3ac092d64d5b3bc7fbd8098dbda Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3569.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_357.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ccdf3f65b1227bb5cbc6b11f3812fc54e85e360 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_357.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3570.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93fd52ac6ea3b2bb9ea2449b0a4655332d8ad6a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3570.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3571.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83a6acab20360f9d22ee406e65060b456aa90d91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3571.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3572.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..140b6538939247b18dfcdedf7ab52c1bcff7f52d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3572.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3573.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c3346d9f909d4758b65a1e2ab555e734d260a1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3573.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3574.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5256bc8e759da35c8c2e2935757b96a064401ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3574.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3575.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bde067b97c776bdc25e48650c7e3725901f9243b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3575.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3576.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7fbbe0ccaacab93ac69baedc6c30c8520f3154b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3576.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3577.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01f9d61defc12bd3d005d5d51a61a3ee1883b8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3577.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3578.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..183bdb90366808b2f2f087e6397626e0601334d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3578.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3579.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..077255fc829efa73b15e3913a0f1af0c4480e95f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3579.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_358.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75bb492b50f7e6347b805832a83ec0dc2157638d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_358.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3580.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0546c934f3b859b360531f168b60ee8b9feeeedc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3580.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3581.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3607c2b4a775b67efd599caddd4371fd5e59c81c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3581.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3582.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1880144a0d97a26e5604392dc98d6e1e6052ee16 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3582.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3583.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e737eeaedbb6cb8e869111644f50d6382ba1f484 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3583.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3584.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f6eaa4c2d88bbad684d5c3a8caef8d21bb9065 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3584.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3585.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..452e27bd8dc92de632cb9845d5e32f1eaaffe7dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3585.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3586.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4824f19f74e55bed7eaa601e7c52173a8a71f14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3586.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3587.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e613b085dc7737fd52d280e3483cfb735f51db4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3587.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3588.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c449b111a9edd9c485574bbc3f1e0a3574e466ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3588.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3589.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d323ed73aa262c8a1b4a328c22c01fa42f54fbea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3589.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_359.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ee0d2f75a3d13738d9da28d47eb12efde50380 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_359.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3590.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7ca1844985767c3359c5b05f4f4aeb6d93bd9d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3590.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3591.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec2a905c05cd3e7c579d4254251d64e977b0b149 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3591.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3592.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16e81fb423b508f1ea4b0692ba57fef0cd84cacc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3592.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3593.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dd219ca546401d364456397867d97fc07a49956 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3593.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3594.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7edf599e2fda06563c49ad35473126520ee58b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3594.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3595.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ac5c32400e38ad24c7591e961b36755d270ba2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3595.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3596.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f780661491de99d1394fa1c1110cc77e38099039 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3596.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3597.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c0e6bcbde148ed9d7da2b91f83eeac56cc33b11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3597.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3598.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0d1007323f46db8d6969051d4f45e132278ec88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3598.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3599.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bcfaadfd3cbcf3f3cac2b4219ab573c6d53c603 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3599.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_36.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_36.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f7c862736bd94dcd131fa84a88a0440b18f05b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_36.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_360.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2bb1bd0f7ed4320ebb9f34e901474c27d6fcafb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_360.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3600.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a460623fefc83fdd6dc554202ba3e4d42bb371ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3600.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3601.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b47a724487582809b1525cec40711d3386459ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3601.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3602.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f7bb930c1c97335255e49d4896589a7fdb54da6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3602.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3603.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05601d37c892c83c680233a431ea26f0e779dab6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3603.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3604.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94d00be6477692caea445d3ca00a40a710e1bebc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3604.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3605.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9eb45b8f863d5e822d73442d0492a650e3911306 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3605.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3606.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4093f4d9c311ea40478c0a6d28a15bc7c476d6fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3606.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3607.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21abf9312658b4b21843c2418939cb31decde83e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3607.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3608.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..341373e1a7ac1bf86cdca5679fe5b8833bad0568 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3608.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3609.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..898363d10759cf3912ddfc9a28410f353d6531cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3609.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_361.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..815f2dcfafec0bf259a04343f55a0df2963d9f7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_361.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3610.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc9ad8828bf8381a1bceb195a4770fe957f16fe4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3610.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3611.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a15b0201d1b0cb432777cf9da11c42e3de6d1d9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3611.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3612.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4c44279fca9251adb7ba0dbbde51dbd08ee46f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3612.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3613.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..755fa8a7bacec27d77171f12964c6f429ad4911c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3613.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3614.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb87d02a07efeff86060603c20a10f8c677e84ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3614.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3615.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b47a8790c530ba5f30d37285e7dab4da21303fed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3615.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3616.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a138980ed9dbf3bbb43820e152d0de8ca3c5e366 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3616.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3617.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f4a5f0b01905863d1a9ba1a44ceed7647fe3c8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3617.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3618.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cb63140545fdf585ba3fb912546884ea0cff437 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3618.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3619.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99146564de1b711c79854f199629282f683901a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3619.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_362.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..208aa42c873ba47492c88885a86b765edad06fa7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_362.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3620.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fceea753fdd52e90409ce6a39b6c93dbc272f5be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3620.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3621.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c842e3d079a78f35f56072e6145369fce493b5ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3621.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3622.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f00cea27210c8690e66a01e264e511648f03870 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3622.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3623.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..637ecc2780aa9910552fb4ae4e85db8707dd8ab2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3623.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3624.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0944404b7b2f06af18cbd3e5c19c231de2f54aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3624.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3625.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6789116dc30b6486fe1d574ea43686f67c0ce2e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3625.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3626.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1abba236421baa9b2fa0adc9f5ff7a023fb4672a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3626.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3627.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce354524eb3d99ebda9bfaf1fd7c4cc9360b3b3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3627.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3628.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..145a6e3ff679ee3e48cab03f776c91368d3634fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3628.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3629.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f594dfd54f225afa11757b85f1d4f3d1a206916 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3629.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_363.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b42b0b4109509647d16d945b8ddcd0fc4af18696 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_363.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3630.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a64c24b7ddbe2626478d8bd72ec92c0a37f8121 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3630.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3631.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f86cc8a6a33a8cb73d972823ec064d71c423b372 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3631.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3632.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..065df80ddead853952e5e4837e1c0630d7292ebf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3632.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3633.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e4fe05cb612778f7ba1d08abea4732697c4a3e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3633.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3634.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58695219a4424de40b008421ce5d4feb56f48dfd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3634.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3635.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5a8dc0a67fba70f9fdc92bdb0ff5e48bdee3120 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3635.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3636.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dea66baac3c11273f906fd2a3038ca4b7ad8136a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3636.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3637.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d39dc2e513855a74c4156c5ff45b491d0d007572 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3637.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3638.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b044ebfe3cc40888e3c31df7e368dd8d494f0b3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3638.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3639.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb91a8cd9ccdbdbce6a0001b6902469eed2e21fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3639.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_364.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea204201c7b49b5a716452e190aca0345e1e9eee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_364.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3640.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..027e16742894aa39f3b984c53ac0c86a27ebdcfe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3640.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3641.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f829b30eb14722e318934d11bb5900dff90ac61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3641.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3642.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6431425336d43ce8853e030521e17587912aa1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3642.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3643.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2342c2d8d00bb7398269486766c2cefcdf3ad551 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3643.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3644.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53a6ece3292da28b22ef0a3dd5194a89f08507f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3644.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3645.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e42a3112ece36c006483797747438a8ca3191862 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3645.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3646.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c78fcee0af09f3be58c62f70eb70451911b53ff3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3646.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3647.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f95099068f4c82417446c127a936342e3e2111c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3647.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3648.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a380d2e09c33cb62807d2a66c128fbb8a473d6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3648.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3649.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95fd23c41eae9c6cdfeb733037875b3e071170dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3649.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_365.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3312f0d08a652159e2cf739433cb80a7011d0677 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_365.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3650.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4224555bda08eda0a892eeae0a18a7d990004642 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3650.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3651.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f5a4ca48da9b25c246403dd16493f7db7a5f787 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3651.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3652.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38c1997154dcb236fdf3477453fcd895444fd75a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3652.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3653.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb12d1e1c8ea10c5c0b937f10eff6b4bdbbcf44c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3653.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3654.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbc529804dabeaf3b531342670f457e0c62970c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3654.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3655.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3bbc275bcde1ff7115a5fd3650e326643712d33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3655.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3656.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a4f2eeedcdca3eb252491aad863fb58e57e70af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3656.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3657.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ca7fc10ab58bc4a8c76964bbfe4212781d74c29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3657.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3658.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aafef6e2ea55a5541c154f9705bab3d3141029a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3658.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3659.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1bc0915a1e3a8ec678f2e11428141927a411fd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3659.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_366.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83cca13bf949cb9789f59745d33f7f53d313a24d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_366.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3660.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99668f60c2144ad38e6012b2ab856a2d1042216c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3660.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3661.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c47826d6e1b8dccfd5390adbd04feb11765700d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3661.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3662.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d85ae5c3163296a8c4500ca4c613f248833f60b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3662.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3663.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed945a3c599783a5e5479aa33e3ad2095109899b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3663.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3664.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b47709c5c6de103be92298efd76b9ef1093d44b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3664.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3665.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9f31b7e8d43adb0139c5889a949e710691e169d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3665.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3666.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..296f484e1351964373fd7d7481d035515a9ddbd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3666.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3667.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0190fc9c0647c4c351bf6c7343d707fb1aec6579 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3667.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3668.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ba9429478df2c1177ff23ac96565e372726985f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3668.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3669.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bfceb729b16c6cd8b7e6161a5149d92472bbf02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3669.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_367.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c84b502e5a3f05c689f3b329846e01612b3bf17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_367.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3670.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fd88567b090cde04ea49cbc3795879369e28985 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3670.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3671.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a529b31ac759a26db8bb3885652c5f935fdd9479 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3671.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3672.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1284206a4b93903436eb0d2dda6e090905ceb0dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3672.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3673.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7748915ee26e88f2a7b4799db189fd6f17b42921 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3673.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3674.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0e4e219d5f4dfb363d34357c562b459f2c33989 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3674.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3675.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d633e39d5ef07fc811cf0a8a305cc1bb6534e98c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3675.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3676.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b89ec51396a1fc1114b741475401dd75adeb8ea2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3676.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3677.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b84a72f2bab485115d60d3d09d10c53c47d1324 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3677.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3678.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48b13f6251dddfdc5a3bbe60286c83c9b7167f65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3678.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3679.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03e96c8b620a5ca6337e2d813d22f392e5145b33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3679.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_368.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cf9243e1aa8e8e36bd576d4ef0cf547a68c20a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_368.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3680.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1da37efa07362f006b4c6ca287c0354b75d5d5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3680.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3681.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffd32ece8931573ea0abfa0323bd59d90711045a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3681.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3682.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4ee4376af45f57784dc35a8e86045a2f2c9438b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3682.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3683.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79f015f6adbbbc0fdbe9907fa48b47e336f49a2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3683.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3684.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8890bd7a4965c722cb70e4615534c7f12311a516 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3684.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3685.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f5bc84cdfa49fe03c4403c1d0ab95f3ee74be2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3685.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3686.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..893592c33ed9aa0f41e96d67ffdafc0adbc36d55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3686.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3687.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a31570a327891e6d02af82705fbf758498bdc174 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3687.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3688.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c73378507e9a05d87c0367b22e8dfd7be140d38a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3688.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3689.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a18200acc7ef521687ad9021463f3da8800005b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3689.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_369.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb79ff058f6d8f8616153e9e3771dc44968dc1a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_369.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3690.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..129cf6fa26041ad81668bbf2723dc5c1f12de9de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3690.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3691.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b844b64f7dd1a3ed8128ed918167a49740ecc54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3691.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3692.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00f8e23750570ea4d9f33cadd25fb0763a544ca5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3692.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3693.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d737c964f685253eb2ec123726ba7f158d62e0e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3693.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3694.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ac49aca437af10cd93ba07b811350fea229497c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3694.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3695.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d92fe0e5187ff55bb485bc4c428f9352f9965f39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3695.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3696.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02f06e59c8bf9d1afe4e347466546fc552effa81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3696.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3697.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79dd7310f5dc426daf0407afff366d4e382106cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3697.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3698.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50a90c3bcdbf0d3f56b8ca0fceba02b2ec47acdd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3698.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3699.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da65aec2a887e856ced88f4abd0f7f6e284eec5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3699.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_37.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_37.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bac565f1045fcf2ad8dff297dcb3db8834abdb60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_37.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_370.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b23ec2a3955955c4be55f8c616ad3d9275f97b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_370.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3700.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..737f0cb040f0a8491ccbdd05dd2adf840e4d6329 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3700.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3701.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e800d5d309b6335b16914d7d9e3f68703889bbe1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3701.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3702.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a6cccb7cf4e475326e3190bcb0a86c88656f0d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3702.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3703.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..094359148d06efcdfeb3a779eee21449470dd021 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3703.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3704.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30d4694f126f7178514179d55187c9e001e69102 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3704.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3705.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3220d794220d25f06c27f8a7d75fe6e6df37d1f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3705.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3706.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9d49223b4ff2ad1fff8dea8f2c5ab69d21a1a35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3706.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3707.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a77fe23f777c161d37db09b36d1c31c9d0b4407a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3707.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3708.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4d0a743849126ffd8e681d6029d2ccea2754f22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3708.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3709.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6360dd346f893365b9760120ec678c955e893f02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3709.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_371.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a237b4ced30b7a587d613634e24cdd53d87391b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_371.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3710.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da9a06f16e8bd6d1348f93d088ca35fe2d2e79d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3710.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3711.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d0603629a4a1e7fe6501311981dbd749cb31af7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3711.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3712.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..627e6d43e6079f7da6b39496354aa32c8cd9e894 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3712.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3713.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae0c99f273be91dccc063fff28ac6786a91dca89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3713.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3714.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8ee6875cde321b9a89b8d4e97d67792600d4754 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3714.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3715.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22f037ea401df6290204daf1d32e02d04f4fb233 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3715.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3716.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09281b7500e375f1a29a8f3d33baf019e36a2f44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3716.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3717.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d4358e44f674788198ec027f4d55e7d808c1e1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3717.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3718.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..754917a4b99763c1f32f38ed8d08c81bd3135940 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3718.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3719.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f6874635092636706540b390bac20c232ed29fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3719.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_372.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d667c306e706e1e93f71257e76ffec0a86f72205 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_372.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3720.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d579af5c389d77a5d36bd0ce7ee360c4acc721df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3720.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3721.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae064e35a2d456855614b9463cc02757b92c4725 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3721.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3722.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8959492305be198306ce0b7fbaaf1862b1fff62f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3722.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3723.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb036f19f41b2cf093bdb020db7963175c27bb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3723.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3724.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d90c28166605507786389c76520d8e56b01b6cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3724.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3725.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06de208a41d3c3cdac184f97b7fe2eb49e25d70b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3725.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3726.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84489a72548094ae308faf99c30dc615de23d38f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3726.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3727.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e54251918a29f5623a405be1effdd41371960ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3727.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3728.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88e22932b9a94cbee3c9b85fc8beb6d328c4bfb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3728.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3729.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c354c99139982b2560562cca69f5fdb0e8287eea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3729.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_373.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fff6565e2ff7833a4bbc025e96aa9d56e0a527d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_373.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3730.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fd0ed71008277893efcd6124f15ea4a3b1bf3d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3730.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3731.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d91f12bcdd83585c910e614c104d6076227b257 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3731.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3732.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b3ad73c5ec91de8d5a1ea8251a3b78a342b0961 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3732.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3733.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..446b7c76d42ea1edf8657036aa047918d20c0490 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3733.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3734.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7373a0374fc3d54e3822c52cfef44131deb744ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3734.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3735.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f668855ce6b4445d7d86f50dba1833c6e97f687 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3735.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3736.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50f88de507049592d2eb84d7b1ea5cb89d149039 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3736.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3737.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..189d32301f4526ad01c7c2b3de0f9e1f3fe3000f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3737.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3738.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f071ee07f84bce0cd4dbd164834a4b87b1395a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3738.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3739.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58bf87da8b6ea66cfcc96b10da13e62a60362fcf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3739.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_374.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12aba83ef35ea486c82daa8d534f0db495f893b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_374.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3740.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..344d7f397233f567e52b746eac8c2a5150ce831b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3740.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3741.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5101bcac593748872c1008f28e4ef18eda29e30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3741.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3742.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fa272ba16bd1d34d76d92872bf5a749ca236998 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3742.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3743.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37b84572b517d8003965b08a4fa28cfbcee85cad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3743.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3744.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..814997339a36be9437d6947df04a2a4528605bfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3744.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3745.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb96c996fa862933afc34f83c5198f4a6a2983ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3745.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3746.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..419c286e463449e5f5eaa9e7596aa20831fd6e48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3746.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3747.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18a7571cb42e871a1970b9ab2ef581467da2fc19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3747.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3748.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74b46f1bde982ca3b8861e9990b41a85b2927f11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3748.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3749.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adfecafee05c030cf518fb6ab21c9d99de0c9432 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3749.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_375.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f8cbd06e94472845f0d1d3797589982c31c4424 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_375.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3750.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5676979cad3b35946656e6fae1e77175ef63de79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3750.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3751.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b6a6ffb781ea2a806261c022eba552c07e51d5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3751.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3752.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d19b4d98ae687e6f6a251fcec994b99e39ab721 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3752.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3753.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c561917d79ca1b06d901eb514745c8a8ff105312 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3753.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3754.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e5a04a2f140876f23e97fe2720bca19e458da18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3754.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3755.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7b30c62c3e9bdadbb2fa69475159b9f7896293e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3755.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3756.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a2537d34cb303665d5f3d104be248f96716d76b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3756.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3757.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1db094653f13c75c4e0a938ec9d119c4ed73ef85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3757.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3758.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7fdb4d364ad9309c2684716545b39f47a0b23d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3758.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3759.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2fbf2dd629ee980bb3460388d4d9149bcfa6ec3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3759.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_376.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ae4039baa5392603b4beea20c661bdcd68e1182 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_376.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3760.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8682db99136a03d39a9e324ecb43b930422b7468 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3760.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3761.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bee9e43f705da9589f85526914ec750ce7306fee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3761.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3762.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..475f92ec32cb4dde3eb3f2519d688abd43f5d685 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3762.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3763.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14d03bb66cbc3afae496deb149504910ccfce986 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3763.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3764.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..176711104fa72997742438a20672cede51a828cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3764.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3765.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3c028b527c26e5699b0b637680167f56a999c88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3765.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3766.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53923164db2c0ed1b9c79a7ce0b7a98f85a583ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3766.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3767.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c972e1d4d16360caebceedc2d8c89f74c00fd35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3767.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3768.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da32ca41aa621913a4fbdcd8fa44e02b5a53b0c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3768.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3769.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3e430ecc9e3857be6fa1dfa3e56bbe0d024623a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3769.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_377.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..628c63a678d0049bc32304d94c14b7dcef3cddbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_377.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3770.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a2a26f57fd791ce0925585fe5e7393850ec6508 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3770.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3771.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d744ecb4aa4e698ef4fb547fe28ee966cdfac73a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3771.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3772.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e6f1b0fff076fc7c48097fc880b76bcd6ef320a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3772.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3773.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9eabfbf0e98cc78277705a32b82183f19f6e8f01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3773.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3774.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da2dc8592d395b040fbca3b93476b30546abc364 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3774.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3775.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..846f62b824c161394473262529be6688ed3f1bd9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3775.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3776.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..317b67a45cbaf81d8036e679c1b0790a19fba3e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3776.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3777.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c45bec6582aa907332831737965fb60f7a961eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3777.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3778.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5c0d1a99c71139b7a7c32d6572f18892ff462b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3778.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3779.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d91fb05192fe842f9e2ffdf2efee0989f7608e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3779.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_378.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d509737d7bc33fc392a85ae8487f1f848b1b20a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_378.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3780.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90ec48db767d5dc2765e1f0bbb0d6f19962816b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3780.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3781.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..030ca59558c1db32f631c0c28bc5c558d6bc779e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3781.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3782.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aacb75bad7df734b7effa4cb4c70eddf055506d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3782.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3783.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36296440d3a570c5458f0ef2768c332ef0e41398 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3783.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3784.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a38964151d55c63fa9a9436d8b7d77db984bf81c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3784.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3785.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89fe3124c5bdded5c8075d4544248a1295166e77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3785.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3786.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56c21a69500ce75296827e5419ab31c3674f4cd3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3786.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3787.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cabe4f299742850edac4d8b73c6182251012435 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3787.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3788.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95acf7c607978c184617a1293d54263c8f8f7ae3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3788.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3789.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac1cb3cfdb5e12b7eb6316b3742ec589d1d666c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3789.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_379.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f2dad0ae7c4f5a8a00a14e5337669fcd4bebc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_379.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3790.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20dd112c38424eb0466987942fc310a35d7ec5df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3790.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3791.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baa0a89d06d0b26f486dcb598e7617e7019b47cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3791.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3792.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bcef588850f773607ee790ba1b621f8664a13a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3792.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3793.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c2efc1247b3b78dd156ed34840bf21b296ef6d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3793.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3794.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c78a038be8cca8a5f88928825f065542595af4fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3794.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3795.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..612303b59b8fa010a71b166aaff3f0a57abc987e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3795.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3796.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e726c481d3d69197ae5a730211e16d4410739b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3796.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3797.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f82243e20e7b1ccd272b3795e52ef08b503289c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3797.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3798.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f6c10455d39be24283ed4ab8af63d2cb2de349d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3798.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3799.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..297b494c883143cf14d6a48407b7503302e2c037 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3799.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_38.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_38.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38a6ee0a58fda4e1c190235612e49aae3f2d596f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_38.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_380.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ad5c364c3b9b12fa981c5c585c8c4e410867276 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_380.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3800.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a1dfce8831e87f7cf97c4fd26b335ad70f17c02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3800.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3801.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7029e0f9955b39aca85f04ba646d7bd27c6e77f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3801.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3802.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61176111ad9b4d17655362441d6631963e605a44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3802.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3803.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b459f3db26c83ee1e16ea5ad8f90820667e6f424 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3803.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3804.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c163ca2663f24bfc4568cb749a067dc98bc137cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3804.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3805.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7639b0b2c652efe43773dc83092a3d431975d770 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3805.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3806.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3fb8cf6d6e8b7eb7548983c0a56b06dc93b1566 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3806.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3807.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa1e5e5ea6d0936ac13d1c93a22cca3235866d4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3807.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3808.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..196efd5be9e338888a4ddbd04a2d102cb565ed67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3808.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3809.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45e81c93e234ec2e25f94a5b894613ec3876a580 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3809.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_381.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..203920898a8db228a691ccccf44445c992467e3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_381.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3810.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecfd5d151e183fbfa780b239b83be54b402a92aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3810.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3811.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efc70039f0ed87d56c0a724b6e701a83d15d6b5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3811.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3812.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c049d4804a4d9d0b5ccc9f9a9ed6609175b399b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3812.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3813.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b734d334b7a21c676cfed3b8982ead218b1b20f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3813.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3814.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ecdb44cf4723d01c6f2834f8868343154c1b272 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3814.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3815.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d8c74cc1196fda6edc60caadcfe6262a94ae929 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3815.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3816.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33776c562d37f352724779717b2db316eca7945e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3816.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3817.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da4250a1b7a2f2ffc6f84d2749a95b651780453d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3817.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3818.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab5bfe97e2812653ab85dff11f69c99d60833d20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3818.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3819.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e403135ad940d2a2279761a06de3ce1ab497af84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3819.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_382.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c82bbd58a0c5a6f4a3ab18b93e2cd1c22c3b125 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_382.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3820.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f79f44c06d5722ce8ccd266e5727350895e34c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3820.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3821.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28bcf05bbaefe65f19259e17062dcdd1530651c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3821.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3822.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aca460189edbfd6a0d0f6889cc19d84180e9fea9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3822.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3823.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59cbc7ecb8f6926c04a998fa0815db4ae833846c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3823.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3824.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34f2f4ab33b292b6e9990a8f1e29d30578f96725 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3824.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3825.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbe7a2af9ba3855b6b0160fcb66668bad300e706 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3825.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3826.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe488f33592b29ff802280d2ac1883f528647f89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3826.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3827.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..644b0e08c91908391bb311e273a32bdea0fa4b3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3827.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3828.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67549381437a5b8673d329a8696e7c54bd835330 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3828.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3829.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..161541f49f955eea3495b1daab0c10ef9d015a0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3829.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_383.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29684d0b670d18390926e0f7f68f225f8a2b7ec0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_383.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3830.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fcc5ccff6361d7b5c918d38d5275e57cefc5eeb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3830.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3831.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9750f4f56897c673bba111a5bf715659b958ba82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3831.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3832.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2172a98e5d81a16a2d0dae1f04fd1a85bf3fff5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3832.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3833.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7312261ae0b1dd35425fb7cb76977f00f0447cc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3833.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3834.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..857da32d63a518dfd949d77947bce09bb24fa82b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3834.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3835.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d5b8cc9c8fbebb22f469fe268f4e487e77c20b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3835.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3836.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2397440d2999a98726e018e5d67a3cdb8f3fd15b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3836.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3837.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2716e3b6b632b44a93d8051a18bde680540dfcf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3837.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3838.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7509d7090a1386a92c56643a2fe034ca17a97bce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3838.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3839.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58907d43bdd42d14f83ba7e46a7e01554519f1fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3839.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_384.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..541ff670dff747c6aedf5e7d1dd6352a19bb399c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_384.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3840.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a969cafcb80dde1c89be7fa024588f04a158362 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3840.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3841.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ccde8650d9f5a16ac2b64f8a00540dd61586605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3841.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3842.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c2d212947fbd0be2a16b13ab32ad6eb0d43409e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3842.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3843.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47792c85a7e7478a035b533d326c25070b4908af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3843.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3844.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f398f08a13b5661298c2661712d8e2b0d06013eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3844.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3845.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9d6754d666cc9348a26b23592fffb1b406f007f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3845.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3846.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fd190e015cc92f90383f24d8451c8d4c6d4f604 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3846.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3847.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6ea2426f411df97c8efc3ce5cdaf3f6f1363865 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3847.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3848.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd7738ddf95f7196b86dbd043188b13a0e3b1f4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3848.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3849.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be70b9cebc6f3d826b97b25dfa2d4c11eb24d5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3849.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_385.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d946e31f9d27988e4aeabeebc960cd2ba524ecf9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_385.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3850.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5bb295e7b8e5b1aad5eef2031e20932f02af6f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3850.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3851.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b41827325149038d0cce10b01e89b8949a8eb41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3851.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3852.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef80adb3021a8afc671a28e8b8b0a1eb7e332f5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3852.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3853.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..056db5c859ed26c06cc23c7773cfc42af1d1adfa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3853.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3854.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b39678593f020bc6d5a85fca9c41ad5ff9025e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3854.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3855.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..723b1d3ee0545f1657bebe79bd85a29916623da6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3855.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3856.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04834a46ccd760019e21cb88b4d9cf9b85ba6e8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3856.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3857.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c510559e8dd36b35de7ce6c764501f5348f04c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3857.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3858.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec94d4f9bfce4019bcb14aa6b810bbfef666a255 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3858.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3859.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34f19a74999d285269bdad822e222e92740ec45f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3859.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_386.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d90794e03ecd84806feaefbb64dcd967ad6d17c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_386.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3860.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e5a4cae60ffa2abb7cd7663e5446adabecebd77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3860.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3861.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb50e56f0735cfc9d14de5bcc8803e4784b5702a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3861.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3862.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c1d254f20283d06e40360eaca7da024760d1be7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3862.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3863.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87f282a0a5ad2b7ac85514e7ef4f2524845b1b53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3863.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3864.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..516823d0b18767ad0565c0d44b56db21a735bf96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3864.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3865.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f5898e097329d888a73e855ece543f3d5f5119b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3865.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3866.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f73cfc7f101407536a7704ff7e249d8f0050afc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3866.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3867.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c935e9c8a23995c8ede3479992f822092227c345 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3867.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3868.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfa6263d95357edfc129c0c0b50c6d4590c305b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3868.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3869.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04c76ab3674af4912290969bc111c9ee5b947ee9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3869.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_387.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ab9cc47058d750612256ed88e67357e7878aa97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_387.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3870.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66890e30f4533c54c9da6f49e2aba47f1170f9fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3870.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3871.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8717fe5150b0d2c837517f43eb8b3bdd0bd5631e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3871.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3872.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3c8d9cbb6fc1c7e2a467fb58d7374254be5f842 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3872.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3873.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5a06c8442c4e84c886a05ae1352c2b22f35e672 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3873.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3874.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96bfb7fcc886e5298cf68a210951939e1d39587f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3874.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3875.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc9cd2c1bf7116b1a8267009138219c48a780641 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3875.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3876.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..765a7cefdfb8bb522f3d994b87c7e5edf641fa46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3876.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3877.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75d9e986a3c6eadafa72673f4a41789a15a57eec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3877.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3878.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c2264d6cb4c3ed6d2060c1084a5048c50716f86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3878.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3879.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89dff04fbef785deef1300706833eadc2a675f74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3879.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_388.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3ec76f11648c1342c3f22456e846bbd6174e0ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_388.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3880.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c396d919d2b7226cb241582fc9ebee69cd181bd4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3880.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3881.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2160a1f2ff72eae561218db724e702b187014171 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3881.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3882.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f544de49c1d1dcd1c17599b2979f7b04e7d05bf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3882.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3883.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0823ac95e7679c6b199f41d0a942291fbcf77127 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3883.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3884.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cac7012ffc22c142b7f1ebdb0cd5263ff18d3301 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3884.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3885.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..124ac455d805f9af4aa2dd32d032a0517cdfbf72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3885.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3886.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..157ca572bea29b092ece489a33a74c8c3c8fc256 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3886.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3887.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a0db1a3d36c4b13206557af375630665da8d6e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3887.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3888.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea0a07a211ca4f0a314132a301a839ba2d03a96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3888.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3889.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23a77975be7d39c54f3b92824a44afa812798618 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3889.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_389.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0356c5a4dc272c6ff8d11b38db601f6f712da775 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_389.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3890.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ad19b9d7707358ae896b47568b717f16e3117f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3890.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3891.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ac6ba1ad0281485cb1670d52368fdf83484e47d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3891.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3892.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab4652014edcc79b3a89be4075d82c9b04b1b569 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3892.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3893.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bece801a359b9660f2926a257038a85c10272848 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3893.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3894.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d000bad39ef33c32d0827d39ecc1a7a59b0affe7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3894.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3895.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b5492253ed6f6b50f5b6503f7ef2ddb526767c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3895.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3896.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e29e890deeee1e9d81501d43d0132d4db6bb2608 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3896.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3897.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a25af8d4a5f0b60c19de678c6f7faf6835114b3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3897.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3898.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28a531bd56ed7d670dca362bfe962bceaffdca91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3898.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3899.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecae421132fc1eb94d51392cb43cb494ffcd4e06 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3899.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_39.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_39.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7ffff9e81033a89458425d3c50ff973068680b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_39.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_390.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32e58740df6cf00b94aad6ff04b3c6710673b971 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_390.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3900.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8135a8a93767f30493f81b5c0f0f1ee20d1f7ff4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3900.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3901.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea8ecd7ad39f94a0cc58504d162890115bf64d02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3901.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3902.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68365fe168330cf2efa87d0dad8f69b7159e92cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3902.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3903.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cd6f1349fe03a8c8780d429c33b731d7590298f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3903.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3904.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3880463d8fc000dcc2a0db49269e30b7acbe1f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3904.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3905.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1e22b40dda43243afaf30192a9d64b2cc4b5ca0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3905.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3906.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..220f1f222f145e01aac6e61d12613f58a6c74d62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3906.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3907.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..879e86214c7758536a29556e87249165438ca65a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3907.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3908.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce247614b8d847cc184fcc1eb48cd43fad2db46c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3908.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3909.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f99560bc1a39bd05e2deabf0c7f2993ed09ee3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3909.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_391.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44c93e506347a1d33620524d769f82c148b5c58b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_391.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3910.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4785f730f191ed9a844df5f54b1d563413e782fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3910.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3911.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..057fd03911f94d56f699d8aadbdf30c522c66272 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3911.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3912.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3e2a9121fffd5737fbe6f9b7f2808718dda0c4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3912.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3913.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d463a542f72b801ec727bbb4dae16f19bfd492 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3913.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3914.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dba7808a55ea046235fbc3182f85d9e6e4e5fd6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3914.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3915.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e7164dabbaf84d0b7dccad4092aaee65fc467f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3915.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3916.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e23ade08fa65367c2d9e5382f0eadbb6bc21f01c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3916.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3917.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdfbd33e73a8481cf74715a715b60a063926a456 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3917.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3918.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b38d2f2e7eb4481acec94ce97039692c6441ce95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3918.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3919.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4f285584f6042988f5c5b27e420ad92a2eaf335 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3919.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_392.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3869debcefa09d59c8ab0a88d4377ebeedc2f4e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_392.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3920.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4de209eadb680699fe0d83b713f9ee7e322a9540 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3920.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3921.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5d4e0512ae1869c582d8b51f0ea763773e16d61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3921.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3922.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b773b68eb1c96e98f10db333f56383cc8d5b2bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3922.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3923.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2c311135d5cda509126a9224db1ea2ccada1ff7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3923.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3924.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba67428f70e0a2eb7dc6dd02376030914c45dbcf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3924.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3925.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a62c218c8696eb3f6b7a7f1689084101665de9ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3925.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3926.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5512a98a211b1abb61bfd84c7592e47eda0e244 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3926.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3927.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7134282cac1d14b35992fd9300521b3e3df7dc82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3927.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3928.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbe537814f8d1d71233b35c8c69b1f439ba7e30e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3928.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3929.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6628f48fda97213b777ac9258a81d84d3c69a4a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3929.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_393.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dadb834fb8a7e619d43ef215ba5e175440408b98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_393.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3930.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55cb9fb4def42cba82c77e952c27dacd60cd59ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3930.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3931.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dfc7fd2bc8e2cb6501e62bf0a8c7200f1456dee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3931.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3932.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c71e8b24ec538b16279db811c8f4e9f0bcc9881 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3932.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3933.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98a6d7f00804194ff0d9ec2f70610696e1871cbd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3933.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3934.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3be34563843c2db4167c747151170fdf6daa4267 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3934.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3935.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81f209252f4400518e2d0f62c0d7f440fd76fded Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3935.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3936.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db5096a234e78cfc8959ad93fdf5c3bacded5898 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3936.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3937.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e65e6327e4b1c2ee394d37ad00bfa190b13bb75d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3937.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3938.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89e0b9324ea4a40e79ef477d0de7b579feaeec8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3938.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3939.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc979c1367a8ffdb09fa0c047c817f05f60f1739 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3939.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_394.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06e48dd08ce4ffc279efe7808a51e961353c1d41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_394.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3940.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad22b861b252bb7a258763c103f2e50158d27225 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3940.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3941.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..374afc3b31215e54e321a6d71767bd5ceafe815f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3941.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3942.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c243954c21d0f0faf1f26a4d14a95ece5af62c95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3942.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3943.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f17c7f8657bbf204859d43d79441f635e3410d8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3943.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3944.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f90f790bcc044d0fc90dd7fc5f665f3f8447a222 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3944.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3945.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..256fd731448a51581868c2c682ec2e417dc5cb83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3945.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3946.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..021a10a987e1dffdca72810dbac06b9b69bb142e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3946.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3947.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf99d5e939ccfe7d74429d5f7c0e8b1d29eb257 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3947.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3948.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c506a3dc8196665ed2204b69a7510aa94048fd26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3948.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3949.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff7760f4517d32ae763626549f228991e52ed74c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3949.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_395.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1699e7ff400df346eaabf7394a826a777ea0b38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_395.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3950.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c56822dbab68f0d19d4aafade93e718c9ecb849f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3950.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3951.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b692e284bfd480143944abc9da544c8267592b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3951.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3952.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eaed68fbd5e7de84a309646715fe2bff6d819c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3952.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3953.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5c4e47c93244d6b4fceb2e80d389eed1e87374a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3953.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3954.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f30a13bb56c4f138f395d0be0e28ca3f83779e7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3954.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3955.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce7eb46eacbf90dfdaeaa77a60bbe6a35c7a4d08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3955.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3956.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96df22fd76a372706b9b2b7b3e12358a41e1f0e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3956.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3957.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e752796824805a9cc178e69a26b2cdfc20c93d2c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3957.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3958.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93ec76837a4148407414c258063481a31dbc5dd9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3958.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3959.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03f9c644eef1f94fa4142906c6c378ea0123910f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3959.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_396.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b94ba0db94460c8869389e2961503d362b47bda Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_396.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3960.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85845f309d7e7c847f046bd9b5f2092b1af11d82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3960.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3961.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..050b448d5a5da781089da865c441a2c9d360db31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3961.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3962.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a71214fab7594a21eddcfd9b3453e2fca4daed9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3962.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3963.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..326d642f361ca98ec1b7b6e0845ecca9bc64735f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3963.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3964.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..358235f9f34f95c95cde2704865ffdd8de778b29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3964.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3965.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76e3c6b64356e80e169895ecf559efb04860d745 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3965.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3966.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66d1a1f28ac57862fb378f8a33ad0a4a3799bbb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3966.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3967.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3ce04c80e99eae0f0de1408685c21d2fdca7dea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3967.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3968.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..255763a7e2f95f7eb873cb423c10d978e8db9d17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3968.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3969.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07a7a93158f382b5fe0c51854b66892fe817fc34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3969.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_397.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a10e0294df455ab91660a57eb71e68dbc98d3599 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_397.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3970.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8af7200370672882c31a4e6b5fa1b2486b1c86e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3970.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3971.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..041acea45b42c808df05cff621c6da09cd761c68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3971.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3972.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acb8ee2712fe602e781d2bc4c2faa754a184f5dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3972.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3973.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f519ba214ad0b55ee95910278acbfe60838a68e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3973.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3974.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cc174af4ad329e2b1726c9f1568c4497a21e462 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3974.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3975.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bcb46c72fe7e9eb8fa8163f8d4312cbc3a2c59b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3975.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3976.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca3928cb86c46fb23be448dc5a375b080c04b87a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3976.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3977.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b387c825288fcf4b506838f28ee0b4fe7e738ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3977.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3978.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6da6459e26bd342892b1975086a70608f1434ea7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3978.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3979.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..107c8280c2de8abeb79596b0ac3d586df6d9a075 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3979.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_398.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b33b4492b26a1d4af1eff5fec54aaad7389cf2c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_398.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3980.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2965c4e59ff6f73c3378a5e9a46a2d93238a5ae6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3980.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3981.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5657f6cd7e4ef443a095d07706f5a2b97472fdec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3981.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3982.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87f7a7fd3ce7445343ed0dd5880e389a9da21619 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3982.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3983.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0ae7d10c7ed2937e0755c7fb2bfb917f7bb5470 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3983.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3984.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e8184cec2fcaa7972152c5d449b583735331fe0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3984.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3985.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87ec1d8cfa99a8cb2b367456d520f7cf9d03e089 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3985.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3986.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e1e072257e25c4a0e571b47d969a909756de44d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3986.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3987.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4bc1f116b8447d1758b641fd36f74bd6879cd47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3987.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3988.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be8fdb69cb6fb0e601e4834ea9181b0fd2a4bb41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3988.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3989.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..182c04d1618830c408fcf770f198ea8ddc4871a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3989.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_399.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef8bd61705d69b0492ec763a7abdd82ff64f551a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_399.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3990.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..284a44ee55a699dff8768e8ac19d3c13c7be64ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3990.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3991.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6e78c86da84c8bd3cbc12d46bc37516409eaaac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3991.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3992.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d825eda0647db3e92ee5afdc87cd84544a311fc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3992.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3993.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ac78c940e7c90ce755863f1efbb47f53b8b8619 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3993.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3994.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98558ab277869a5b84fa4aa924c888b651c54868 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3994.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3995.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ca82473cfff9bae29c01b2e12bdce99d22d4ca1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3995.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3996.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3df743a707481304d4d59e1d7abfd4f4acd46fa7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3996.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3997.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9266ada32544284b60a933ee7885e61e816def3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3997.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3998.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b634179ce6661e580ebc5dac6d3bcf12d51984b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3998.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_3999.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_3999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e41051e80b4b5ab248bd0d9d08c5c714d77778ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_3999.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cece667cdb5b761f010f9da8a416bc27783e96fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_40.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_40.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e3c4f78bb9f66506fa2c8b944ea101a0ca3616f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_40.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_400.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3494127a833d22a8fd0e823340654344b8bfb42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_400.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4000.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86b7ee8f79de69233072c23228a2121b15576748 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4000.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4001.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdc2fec21751db7d006ca91c1c7c53a3a80d6286 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4001.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4002.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c3f9c4a00a5f051a5d1042b42308fd4a9bcfcdf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4002.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4003.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ecdf8026e1365c32a7be7493f9908c2b3efa1d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4003.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4004.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f39bcd8156e846a9e3ed088cab0aa1d25a00215e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4004.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4005.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..021baed751313064b828558f74246b21cdda77f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4005.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4006.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe33714690f0e72ea8284c5949e1c18127445205 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4006.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4007.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb9e63717c2bab8deb8798a5ec2ddc52cb6f2fd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4007.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4008.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad2e46bdbeafd4a752d471a35e0c0e9c70e2605a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4008.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4009.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c9c2b975aeec41906eeabaaa8bc26e1938f7495 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4009.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_401.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..504e439c226cdd28f7273c671c5defc209611f94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_401.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4010.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfc8ea401e4e4e4a6c26d243dd365a04e6e936b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4010.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4011.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f0b6cd9fc3f9ba70c3160114873d59c735ed881 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4011.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4012.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aac366b04556d1d479d7e0997adcac642f8ec304 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4012.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4013.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5febb03959f0d61af477a59662cbc1fb028d3622 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4013.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4014.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c8dcd11c3afbf2e9126164ed7678dc07ac3b21c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4014.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4015.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47bc115505e0f16b5b28f6f1616d85ddaf48f145 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4015.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4016.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aca807021c4df39983a2d83f2986bbd495770f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4016.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4017.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..213aa2c41ef5ef9ae7ad7cd4fa80c11a5035459b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4017.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4018.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a52c75cf3cec8d26944bdfe0dca6d516797a40a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4018.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4019.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff479cdb48521e462b18ca2e5498bd7f78a9a031 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4019.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_402.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7ccfea33f21ff5b0b2907766774e5b9e892df91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_402.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4020.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46abbae624214ce3eeadac18167213f5b1bd1d89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4020.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4021.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..435cc368f60ef15b6a7330c7dda4cfd90fc193bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4021.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4022.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a1ff64a3653d4ffbf5bdc0f49dc85d4aad74f46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4022.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4023.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98fbbc841cf6d139ca8ef9e69b29bc67f7be2d20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4023.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4024.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b6f83b5395ef36b05463876036e1de3ee9fbf48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4024.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4025.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c3e3074e9982da397e478acf7c4a3bd4579f99c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4025.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4026.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66f4a1a1cb679325025344700b783a39cc3c16e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4026.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4027.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdffcc4a349c13371460d4a07c9978973d6482b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4027.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4028.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..507c2fe7bbd7289f99ff8107d686071b1a84f10a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4028.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4029.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dca2f6ea49239596d6e5347ef3ca746ba482cd81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4029.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_403.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93e7e09028bd182cfae79988889a77b1cff54b5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_403.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4030.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca449b1693e674ab7f9fc111c750a58a45bc57b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4030.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4031.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ccbf912f54bcf7c8201f352ac6316630d61b678 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4031.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4032.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..187421875d02876e2414991cf288485f6ab4df53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4032.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4033.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81608f43b184a6e66e138a971a946ec9e17546b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4033.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4034.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3a7db76c17414233f7eae2ab319b47bd877deac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4034.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4035.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11121493744c9c3b18e6b2c1b9ee1b7c476b50d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4035.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4036.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a78f9ecc5af5088bf0693b23acc4a9a9ba21f1e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4036.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4037.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f367c2b2132700213148d6181c4bfd331760a1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4037.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4038.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9984b723730bcba027550d5152f9402d6b8822a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4038.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4039.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e6ac6737e8ed72851848780d4f8e22307ace768 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4039.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_404.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff8750841154b53deb2e7aa041569772887f01b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_404.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4040.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28f68ec4789051827858a5d6a10d62db98d21cd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4040.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4041.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1acc37080e799ebcc3a1c3d46cc6b06658dc80c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4041.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4042.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d8b4a691e89ad5c4c4cfa90f2a6dcc7a9a674f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4042.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4043.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04e26e741c28e59a86bbee78fbd974bb303a9016 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4043.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4044.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69aeb9aff2c961e7cd28274af5679bc14af85636 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4044.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4045.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1b9fc761437aea37978068e6b705a88fbd81844 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4045.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4046.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb85b292c893e4d3cc078a612ecae71fbb6cfc42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4046.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4047.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48ca0b3474fc0954d68f3715cdaa9d9bc5202b9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4047.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4048.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a366b0293cbb77f2a40ffbd34475f068e09a9752 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4048.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4049.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e451c0a4664c798f1d737e02c7779f7f0df1fac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4049.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_405.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9521c8ac2406ed973464dd597c97ea5c0bbc1001 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_405.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4050.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..437f51c103dc5701bb5f296982530d40b4277c41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4050.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4051.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8442d58f568434216313739c62de4685a37d1ba2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4051.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4052.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9596e39c1bbed968cdc3487cc4e3f8233271b73f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4052.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4053.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e3dd5450f039c5946cbc56a659093d3c3361af5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4053.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4054.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b1b3bdc907691fb4780b26d9fdbb05d84d9c073 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4054.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4055.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98b379e56a0e2bd5fe3915bd72cdb8fb8d3f5293 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4055.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4056.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd437170575641e8f0b63dd62b73fce1e69268d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4056.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4057.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a20b53954905dae655e6c6e99c991070a656dcb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4057.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4058.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50cccff0437fbd53f4735524a061e2666cf0e2b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4058.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4059.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..692853d04885ed03fca197ceaf37024db9041a2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4059.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_406.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b952fb978c7404e7fc4049500372c82dd7143754 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_406.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4060.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6db7f6e7a4e3f91b53691ac658ab82431b80ab4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4060.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4061.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edfc5af2ad57bba4709058c9d8bc38c3c023aa4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4061.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4062.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3e077cc576f861888179be7cc9305f57282019c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4062.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4063.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c962646eaf41d7b88f0aa69932b1196784de635b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4063.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4064.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c861cdc6fb5038978ae68948275e266d7b5c4de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4064.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4065.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0b0f7b1cd389b4ad7c0e61e878d7d5438fe4fa4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4065.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4066.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7278f55ff8053cb9e278445d6104117e753011a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4066.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4067.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c8e933d4452980c89e784f9da9743fe02176a3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4067.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4068.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..283f298075256bb89c570139aa1bc02324e3f116 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4068.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4069.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd88e97e40b8e64f0213032e70b089b8989307ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4069.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_407.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b8b5d859b921de762ad4e3cc8528c84824f8cea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_407.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4070.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2f8afd522d3e987e36421449436bb4a50d5deb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4070.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4071.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2352caefeea93b2bc1f89f55842997b7a731263f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4071.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4072.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bc54ed264ce02992d27de9e211a30f48ba120a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4072.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4073.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96877ec630d632c80ca1ac3dcf56957d7871cffa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4073.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4074.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8e44f8a9b2a424d34f4fba14310bf934bfb8c10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4074.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4075.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c694bab94da14e4f9880b18c6089081323df1a62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4075.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4076.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14a096af47949ea3d404864e3becb7f659267f19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4076.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4077.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67dbcb079ce7ddcd571367edd4226b693e01846d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4077.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4078.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75b6a725c6347d261edb3a783652bd96b1ce29de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4078.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4079.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..525c71bb933ecd10e425e5937564700b732dc514 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4079.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_408.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7de010d33454be091241b0dfd44430739ae687d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_408.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4080.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2921747ef1c1f3c751084e1d719e09fa63d19aaf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4080.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4081.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cedecd7eea4c768bc48ae59c57378ca143a4a3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4081.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4082.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80fc2d8b088abfb74e1fb5ee35af0a2d5460537a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4082.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4083.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a056040dbfdb806e3c704dec02964b0859182acb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4083.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4084.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edd24d2c5b509eecd58ce1ec7e6798468c8b6a08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4084.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4085.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f5437d335ba706d5b4872c762bc818fb832218c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4085.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4086.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..852659a1280bb97d55d803f07140cfff95cf489f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4086.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4087.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9091ef13e1dc239763393c3a5073fb2d24a473f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4087.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4088.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7ec784534ce7a612739146b65320d90aa508862 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4088.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4089.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b998e8e2419cb8496f483ee7bae5c64eb7e757b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4089.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_409.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f770ed893810d51d51caccaa6b7a1818b53f6610 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_409.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4090.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..921076bd82270abf08dd031d52ada0184ec88047 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4090.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4091.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eca27e4284efd82d33f940fb59c4bc2290b8a9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4091.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4092.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0eb2800cb309679b93e1eb865ef224823fb0efb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4092.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4093.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e019ef6f147288c7691ccb09741ed850fc68732 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4093.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4094.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a33d57ec3b722ffc20134c9fb6652008c47241f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4094.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4095.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65591e1b29bb2021bc5fcbc24020f39e00f7335 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4095.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4096.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a99f57e34cb55f8cd3f27a91d8f9afce45d0efb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4096.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4097.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0ececb3765462a58759d665413c357a5e4b0369 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4097.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4098.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..939e8f186484f524be52f5cd7604e94f31451a0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4098.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4099.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f59eedac2dd5fc31858d8f1398acf7f21325b913 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4099.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_41.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_41.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e2df50b3834f6fc3ace4bfda3b55f57c9c5aa6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_41.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_410.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a240a1d9749e0df11157756c1e308325f349e1c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_410.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4100.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..847acbeef6b386d13d629fb13829c40dac6566f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4100.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4101.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11e7c2b8d81f2e3056d7ab500562d3745e6e2e58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4101.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4102.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bcd06a77ff22b2da1a66c499facb86388b3b728 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4102.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4103.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffa287a9cd7ed39a00374cf94cc0bdf6aa443b1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4103.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4104.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e4846b91699ced44c63f8c9379ed4e5231ba7bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4104.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4105.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9662d3727d158ddebb7802989bcf039a4676b00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4105.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4106.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86b86c0568fc62fed2b70cc124894393362c2b04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4106.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4107.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf29b01af63cd7337093ec07db2e787e8ec920cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4107.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4108.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546c64854572386c13fdaf19431c9cec17374baa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4108.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4109.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52f8a72845da5fa7b21372bbad3d7ceb502b1d1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4109.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_411.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eee5f9c6cd2add55f48f446f2ee63ffb2524e538 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_411.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4110.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1bc3db96445ef9a4b1c31c541fcd1d778334d11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4110.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4111.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..872ad451790fcc3ad996c2610fec7f18c72495a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4111.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4112.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2c0a9edbab328de0bd24081b1bc653c1308492b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4112.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4113.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f76df5434afd608653425d41b5cc057e973cf17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4113.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4114.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4166f7e2a4a74badab5996697ca38a026e2b2b4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4114.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4115.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5113c5d15e25054374adf6512086114eb40ba9a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4115.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4116.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41b0dbfccbcbccb9975e47735efdad7cf4049ffe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4116.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4117.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57cf6b6236948cb117a2057fa2d8923021b3dbcf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4117.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4118.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42cb1e82502c2579ad642865fa2ed8e18640247d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4118.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4119.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f6385b5fd400bd70a900430d71eb7deec2f3e09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4119.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_412.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2e20485145866c613a27ae23091ea3ced806e87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_412.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4120.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a6260d6c4636bc8ae4e83f61c67d618792018d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4120.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4121.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41d9ed2dffe00083a7612836711ab459bb237bb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4121.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4122.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..486b35adc2ad6050635202211a5aa88e5537c0f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4122.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4123.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac1998288da82251b13e77db49f22f62f1e40f65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4123.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4124.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43d8ccf761b35bed4c1bee972bb6846f328db2b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4124.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4125.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..456517cf315912fe3861fc000340dbd0c8e1fc17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4125.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4126.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74dd387e6315b4e9c23ca95c6559ed584a544c43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4126.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4127.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ebe8738f90725371fc96ca7f23a1a94bd44b94a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4127.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4128.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f2b130eb21f8ddf690c6eb584c1647d5bac3493 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4128.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4129.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c99158f56fd5e65e14dfa3636c73460bd6247895 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4129.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_413.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7a30dea083561ca88d104c163d4f15ec7e52a0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_413.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4130.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b5d13f2ce04f83b423a830c8a08c47791f54f28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4130.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4131.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29bd9615f05fd50f0275cd7a2e1c49fc765bfa42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4131.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4132.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30b18224bf8bc4c6920a7041da1a3c0f089556b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4132.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4133.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d403cca16ae5b17b5338ca3bf421eb31ab982d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4133.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4134.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ddb2583c769b2d3a335d2dc58d2975c199967f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4134.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4135.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6237b94f0e0c782070bc382d7ffcac3699120ad1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4135.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4136.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e541917ffff127eb31f4f193122cc4d485771d35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4136.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4137.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fb603f2921e9c7d532f8c34e68ad56414322fea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4137.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4138.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4f67a19d9af533ec5eb7772dee92cc38dbd1b64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4138.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4139.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54b37b4412215d9bdfefb31e203c7f74fdab6221 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4139.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_414.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cf0330b63316485f61484681d90f1b63eb0d27b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_414.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4140.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce6b19d9f2d3564e0468615d5f88cd2dc7f72d12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4140.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4141.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d123543807c20f686c52291495c735e49a84a433 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4141.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4142.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..796d33b589e1e28f2aec10d5b3002e8dfa1cb4af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4142.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4143.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..944e0050c651db3376cef78601f2ef5a70decb6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4143.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4144.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4158fb1186f99a6416079afff86d8dde5a2bd01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4144.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4145.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..262be56e515dbf478be3bdaa8a44ba3f8960cca9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4145.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4146.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96c2430ed97588cbeffed35d4662937d39af2f39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4146.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4147.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a720581d8aacfe2addf2fb7a17660ea750e94cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4147.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4148.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca72e40c79c6a7dcdb7e5655fe339141dd3f4458 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4148.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4149.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64e8556f7203daeb8d81a8008e7d6248d3c49435 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4149.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_415.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ac331856767deeed115cd82fc4f33fc278a4ea9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_415.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4150.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82c2a7639331ebc917feeffc5b969425229838a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4150.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4151.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4e7b7f14a9c14505d834c25035124614c09be4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4151.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4152.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3810aa0bc48539220c51cd026a81e1c13259b78b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4152.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4153.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e2eb919d4728c852e6c8af84a029934e564569 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4153.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4154.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dfbbbaa92c70b8daa2abf66da9afc016afe8f1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4154.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4155.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76c56d87e99e5a46655f6f5d043860dbd61459e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4155.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4156.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13074f16dbde837febfc4338c0e8df1f21fb11f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4156.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4157.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e129583f6da6938e96c992b8ece9eefdf01dcc09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4157.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4158.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..185515ab4f1ed0856afd39867a581748952667c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4158.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4159.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fa9913fe5eafff26cf452f535352ed17e3e14c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4159.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_416.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e64812b3b4a1cb5038daf0c9989a4581e515f0e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_416.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4160.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e84fb112bfab87a49ff7e9fbd2673cb16c9550b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4160.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4161.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7374b818e7a511e2fe0b1511c8db605f88d79ae5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4161.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4162.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f70bf36e009f593ae4c7e8040945ac8cbffba39d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4162.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4163.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43c61d3fe4484837e3b033e04d4080dfdc2b2937 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4163.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4164.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35823ce39bb462678acfda927205f1c5adbd4414 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4164.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4165.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2acc8d1611fb257312523749f99956a6a6f62ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4165.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4166.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6643e1abc04bf43bd4b5e4758814e6a0a855115a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4166.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4167.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6bc4189344f93b1c2790ca1da737a6448319d28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4167.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4168.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b694f19ab6e4cab76a4aac3045faae1d19260bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4168.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4169.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..990ed96a763f1ca930f2e7ea96a8a72dbae928f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4169.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_417.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d68f1a7436876418645e70bb8f2809498d9af38e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_417.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4170.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09e473f9dd3851400ea9b6cbd0631cb52b6ab2f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4170.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4171.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea9d88ed52553bedc88e945da184a96c158788ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4171.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4172.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f1fa884f66db65f7401576e84c7444ff59d8f87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4172.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4173.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d964d36ae2421a6a6584aa51ee2fc6da2d8902 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4173.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4174.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..889fa46312e03701d54ca5ae3f1a5eb1a0d8b5ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4174.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4175.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fecb0feec097de4c9d22d9163ccb6176abde192 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4175.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4176.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5e7cf2de0dab653c1dfc3d9ecffa7266725438d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4176.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4177.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3aaa9eda880f2fc602ce54c5e73a570a51d3e942 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4177.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4178.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21e023875bdd064ad104347af02d68febb7cc253 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4178.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4179.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb230443f32aa4b0adb6fce543d8dd79068e019d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4179.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_418.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d61c059d6dc26b3835ad6a7105d99375537faa9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_418.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4180.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c96afc5549f9ae53f03e2130ea4f1eee388f0ca3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4180.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4181.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0661868f03a536ed80a76949a27fd3eafa01d3ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4181.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4182.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b4ce8be8022226c8fc3f8fcf65c76d6d5c3e73a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4182.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4183.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9be43a33b5be39198fb64abc64c1eb1c7a341cf8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4183.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4184.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5c5dc9ecf1a3a0458f204a462144730aecff13e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4184.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4185.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..853c861f57be18c5ef4a8756c05cc78b7b8447f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4185.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4186.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fe1a2d3c3d5c9fbe8c83e23c2bd19cc072feb0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4186.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4187.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a32be0c5e2694bed44e7a205bf99991169faca9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4187.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4188.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ceaa184930aa5b098330b67a958f5f5fe2a298 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4188.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4189.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eb3e784597da3ced754a33ef7c5fcff8e304c1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4189.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_419.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d23c085841f6c9e09393ede28288429432f0921 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_419.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4190.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f981a7032a768b9ef5edd612a26e9abcbc1f0b1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4190.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4191.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34c8156649a1c8ab5206da39eece6f8d5298dd86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4191.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4192.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a98442c4ed5432a8bd9e0d8eb655c377ec301ba2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4192.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4193.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e770646a46cfe09f7ffc406130e5e7f6be317045 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4193.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4194.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f8dc175197f6ecd1f09edeb56b88bcf9c9a07d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4194.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4195.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..693e8fdd0e25968c012c60875fc694db411ace02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4195.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4196.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e799b50c270663ac782f6c00b3d2577d96ff1c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4196.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4197.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e38ac9fc5c788e63ccd5773bfdb617309a81f0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4197.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4198.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd73efd6715635af372cd6cc8c60dd9b20a40e5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4198.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4199.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e37a6fd1498a8f17aa89ac65e5c0edd72c52549 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4199.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_42.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_42.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90851c33b690aff5fbecb23b22cfc6edf031e556 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_42.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_420.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a15a09e953730b36e1c2ec71fffc0fa9074b4d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_420.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4200.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..604caebe5bf85f1e3c14967fff3f4dba1bf0dc8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4200.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4201.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6003bdd605e6d2d869ebf71a9433424109a2a4b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4201.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4202.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..603481a6db5a4f09e7c678bd59ab221a870bf731 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4202.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4203.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e4df88ab6add57afa445afd7d55c3cfef053b05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4203.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4204.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e164767da67b2c7d0c899bf07df4cc06414644cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4204.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4205.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3ce8544d61d77cbf9f2cfd715ac85a1b47d726f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4205.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4206.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f30bb8c8f85e49253e88b41b1bd91fb407496a32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4206.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4207.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8e9225ae23975f1f8d7da185bd7f0e901e756ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4207.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4208.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b73289416b4f067dde9654eb8c651d050a255510 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4208.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4209.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f60ced49a378d4b519a14c486f0297a299f64443 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4209.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_421.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c9c6f1ea3bb13b7f626f1177cee99f0fed0e274 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_421.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4210.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d623cccd95cae69b3f96ba6714edd8c8137ba106 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4210.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4211.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5ff1bef4e6a316a8ff404157db13315e59258ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4211.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4212.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d65bfb81f75c65255381e87fdeacde936116ff8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4212.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4213.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cfe6053a4096ee9e69760492ed96ecb9ae5c811 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4213.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4214.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dc69e665827f11c08c70c379580df9d14561a6a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4214.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4215.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f75a9266fb93c82eff4e23f874c145f133bbaca3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4215.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4216.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d60d60c458d0c954770734e37cba30efa724ccaa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4216.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4217.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..413437c2f24196f32c2a269b23e6aef5ab4becf0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4217.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4218.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b48a6f62fe64d8a648f3e99f17cc182ced0ad92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4218.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4219.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4b51a30c24db7e0b7a3e0e30e0376ef7fce8718 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4219.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_422.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd208b205ca1ac496f1e01dd4c2145245d25d31c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_422.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4220.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59342b5deee8a7b75c9bc4bc87f72b9739ebecfc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4220.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4221.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de52dd9d4b1731b926689a9348b40d9e814b108d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4221.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4222.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..809d0742ebc0a1f9139e47e39646e351737ed60f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4222.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4223.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe6c13cdee1a63e2b3f2c23a7b0df84e23c85896 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4223.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4224.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d36c9409b183e371db59e766a5b67ccafde9a298 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4224.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4225.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c336dcc758742d725f36a404052b88af31b2334 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4225.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4226.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..631580abb1769624ebec53948ed0509378236cc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4226.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4227.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdaec7034c7a098fc40e6e3d6fccb9abf26f7004 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4227.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4228.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..697e74b98bc4c975bf79d33dd75deec36696dacf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4228.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4229.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f52c45a558a7591832dce31514117c9f620f276 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4229.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_423.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62d655e821499e89fef15fcd956f32a8bbf5dd40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_423.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4230.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdd9bf27a178a74b508f931f6b145bc5d648dcc1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4230.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4231.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bb1fc70b22fa04c647bd6b6cbdc7bc69283f90f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4231.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4232.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..330cf51b1c7dab61341936d2aec059a9754df168 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4232.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4233.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..352a1810ed829754cd6000c1135902d06bf7d8dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4233.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4234.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9877836409e6f61131350e14f3a5a1a7e59daffc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4234.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4235.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5379624cdbe90f0239dd56f20009259fadb1139c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4235.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4236.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6945520209c6aa9126e34b2e69d0f9b23afc280c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4236.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4237.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a464c245b7ebe9dbc05dc3b2123a2314472dbcc8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4237.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4238.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a14f0f2036f56d114d9bbc7b36f3b890eb5161c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4238.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4239.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cf7e56f66ae5c8e544534601ee6ca0d97597ad5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4239.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_424.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf8adba7e642ae6109f12cebfb0d68203cbc497 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_424.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4240.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..becff19dc8fefd8e3e93169a7e8f811a45d2d4a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4240.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4241.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12b7bc16a04ed5d19577c1d430f9aeb4e60834a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4241.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4242.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55a67acfde91866b6d9f49ed484d3078a22f085f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4242.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4243.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebc85f14a360aa2f51fb79a8f7026a6c4d9eacaa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4243.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4244.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c858c4f363cd9d4bee3f0b95ad4292590265981e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4244.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4245.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f28eec3d98105f04cc83944a1644dba72d76fab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4245.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4246.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a829f2d62e0a501dad1e58502f7c17412f7e8c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4246.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4247.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a66b404865664eb1922c323935563e014cace4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4247.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4248.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e14e39145bf5821c261bae902923e0de5b7bb536 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4248.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4249.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76058df66eb77c370366de59229c9fa4a691665e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4249.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_425.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..761f7d6ebef109181866c982d41ffb6cfe2b8048 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_425.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4250.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a44cd58eab8145503f91c139f47bb129550fb98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4250.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4251.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd773b62c069a63ff67df3de97e60f57659af72a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4251.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4252.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c19402fe325ea2c0a5d5957e28156031a821cb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4252.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4253.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cddeb0a00863c06304a61be7b9a8848bac9dc43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4253.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4254.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..993e9e60f3cb6c040b13ab7eae10a6d9fd70d037 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4254.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4255.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..517d050fb49558a1e06688ba25dd38205798a840 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4255.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4256.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f0ebd401aa3089953111be7335d7797a052fdfe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4256.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4257.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d0b35438ea1fe674c109f7562a1df097892c529 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4257.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4258.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f6e3d715f971945d87fb4d637728aac8af044c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4258.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4259.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c297ac3ea74bdfdeb1b71822cca4846c81a009c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4259.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_426.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa8b1d8682e48e87317c9005a361460f1231063d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_426.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4260.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44e8ba88d76f040218df7f68e5ccfbe88a09c37e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4260.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4261.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee815f9891418864da7752bba244179d4dd274b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4261.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4262.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3227ca3f920f576c68f783f0ec63a89c84a65e1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4262.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4263.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30351b0814027e459c1c8b12977b8dd31ad073a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4263.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4264.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4670497c8a7afecac137fd4229b4c76dd2718ac6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4264.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4265.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..665f92d90b9af0acb37999fe5118984fa902837a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4265.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4266.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a57dbf3cc291f3004d36e804d7d9cf9a2e45512 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4266.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4267.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d66718084b6be37ba60adbd5377f642b3577146e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4267.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4268.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d535e81cd5af2552515edc185096c9ec01fc3130 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4268.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4269.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40db1e538d042710e7bbe5e50e7a0f4bbcffd65d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4269.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_427.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d796c71e62a1634ec4034d7c8966e39d064ca9ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_427.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4270.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b59f43060786f6b06e6caa0800545bb35311a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4270.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4271.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e254baabc239f05d145ccc8f9f0c88b5aa447db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4271.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4272.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1f96bead5fed58b08bbbc8c10c2e8c614c81526 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4272.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4273.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24d54625d5b19afe433f98a4315b7e94872232c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4273.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4274.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42ed66ae8a87d6c163085e170f54fb366fd78596 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4274.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4275.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ef05be7c27fdcd8c4c10d4b77eb661dba5a329a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4275.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4276.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6364e016c0347372a92d9d6dd11f845fb7583a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4276.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4277.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ae9edaf54a75dffa3e4ca289cf8a7724bebc1b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4277.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4278.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35ac7a28222d42e98373ef6936d41f1335cf6f59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4278.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4279.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53b3108eda25d089b57f95ac5651c71c951760cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4279.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_428.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96f9abcd318107a4444fbcbd8f69be5f805c26bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_428.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4280.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d7bffa588fd250a8d4a5d3dcae0d4ff7c2a467 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4280.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4281.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8aa0c7610e65a9e07dc483626aa9bf07614b8931 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4281.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4282.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..056d00a9916242486ccf986add021f6c7350846b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4282.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4283.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685637123821b9ec055d21fc2af464831e2a2132 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4283.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4284.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48b6e77e0c947bcf739990fb37758ceafb9805c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4284.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4285.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe51e9375b85771918c107710d2dc0107cb7675b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4285.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4286.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e24408c2e2e7972ba371919d1396ccea42b9666a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4286.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4287.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6ece74ac2a73034f31393debf2ca08119f84d4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4287.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4288.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a1775b9ed7dc798266c987085d1caf5554f5ae1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4288.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4289.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd1e0d6913a24a644c60fad419b4eb894c3db89f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4289.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_429.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0755c6f79020d652455d27fb1158a18480a2444 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_429.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4290.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..738fbf389533caad38e2dfcadad1560f51b7a346 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4290.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4291.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd3bf1ff75ea4f827d8c3cf31f05b902af6117aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4291.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4292.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6f60794c70932891ac38a9ce0eed5bde84a9831 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4292.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4293.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad5689d8e248126a90ddfc7ff8d0a4bca1963195 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4293.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4294.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51791427dfd99c5d27b07257fe54d58d17e61276 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4294.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4295.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..395d070de592861d9fa920ce69e5a196eb1b8de5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4295.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4296.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd2a6da2345f05a8efe66c877a83c43a7cfd58dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4296.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4297.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5d606513a69304259c559b773bc09bd495de6e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4297.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4298.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..158e42486c37af282c2fbea63ab1235939a4272a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4298.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4299.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3016f10390a1ac6d9aee94619e953580dedd51dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4299.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_43.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_43.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e79c46ba9de1998b6650de6db88ab7c7987edad1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_43.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_430.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..332be5b2f25071d96fe093eeefe514040c7f1176 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_430.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4300.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1aeceb0c4ee60cebbc5dd675eda3d5cb83194131 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4300.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4301.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3397a86869737490cb7d2affb768d0ac2ae43939 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4301.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4302.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66fc55ad332944ef4aaba7a7f7375a56d0ba0371 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4302.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4303.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67d55ec23be51837b6cd41e0e4bfc5d8e0c6e1a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4303.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4304.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00195a73ff47084548267762f63e8900ef6f0265 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4304.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4305.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c3579775de053e7ea61177d70c896bf4c8be49b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4305.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4306.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b31118b7814a48721a5ccaf6981b9397fcd9ffed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4306.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4307.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b611819e762dde0e4d88952ebba2c7e9a6cc4eff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4307.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4308.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e785dda40a043e52afb8bd583ac725933065ba9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4308.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4309.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d9c674c7747ab3f95e74eff9cd4195e995a3c72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4309.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_431.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54036f7fac6cc499151d4a0dec94196822131869 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_431.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4310.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a39774978a8e97ad88e44a0a260e320cf6c82f98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4310.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4311.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d2231a657b426a0fb0c637749609c7aa304bb27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4311.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4312.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e8bde6d98b4f2c73e6242943082360fb7a6524c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4312.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4313.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c6cdfae1361aa80ae9930f57eb86b00e9e62fdb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4313.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4314.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ada0f314a5c439ee5652a4010d464514ec77d8aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4314.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4315.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cb57e409df504d4665b1207f613691f6761dccd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4315.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4316.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..579fc90f53084bc4e916c31ed10ddd2dfe21cc6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4316.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4317.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca705d8694b035d178b6f863d9882d3be2f55f2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4317.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4318.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70c40b3d6e93dda518f19e19ea45e25013b6ad04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4318.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4319.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..339b3565970514f4ee1356e2a7329e51c798f1fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4319.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_432.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fae7cf93da2fdf2020ad6d1573e04f0ee9fce83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_432.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4320.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42bb57c82a20aa821a604b1575f9474bea85984 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4320.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4321.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c64420066bd601b59048aaceff892facdda2486e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4321.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4322.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f352b34325aebb7a528fa78fe52f98d6f1a48f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4322.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4323.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52a137985d5f2b60c72bebb5c83e5b0b7502f66e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4323.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4324.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..707e7e2fd50d7ab4364cab0d407c1d2fa9af7609 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4324.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4325.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9aecb0a746af6b66ca305165c88e27d80e3402c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4325.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4326.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f312bf00ff4206606a67c871991113173f22992 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4326.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4327.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..674eaf1aac87f5d9ce62cac921843a5a968b9fb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4327.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4328.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f94ba285b52042eff08e3091e66f747bfd25381 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4328.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4329.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc0ed9c16fdbaf3ccb4f44187476e5c3f7b22dd6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4329.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_433.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0f22fa67bffdadb5b6feffaf9f013a0615ac337 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_433.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4330.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1acba57a03b06a93d20636d828a27e58e92bd66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4330.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4331.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4589dba41e5f99cf44483a4841d248de99fc200 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4331.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4332.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..effc5ef978aaa09192af8122c1f90c5ef3f7fe07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4332.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4333.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c125b93b96e925dc20ea831abf8c17edb9c84a00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4333.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4334.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15179b716c44af7759a730cfa70575c9553dcc1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4334.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4335.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bf8f876cfa0349c83a820e9b57f0f4152547cb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4335.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4336.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..616248143d39efa5b72081a571e693412434d605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4336.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4337.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1aed1a6a2702277183011047a49c47064d497e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4337.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4338.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abffbc8cf82d686e049138c3d6b99649e4586310 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4338.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4339.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baefba0be8eb34635e2ce681773169ee6634c61b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4339.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_434.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4f674125a956fc2fde3483696032c5b48e3f26b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_434.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4340.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fa34808364822672e24888e754209855cc34a8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4340.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4341.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f443844133c29b2ef5cb704c4252801846117808 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4341.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4342.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f0a5a026d74ce53e6e344dafdf2c2327f176cca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4342.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4343.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4684a37323ff0c07b6a27dca2f7742742056bf44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4343.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4344.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b343f4f724e1d58bafc4fc24ea1b08ba217bed85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4344.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4345.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3263c29963670a68063e250f4087aaba90705c1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4345.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4346.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8278160f1b0de66a47b12f4ea8d47bd66674e434 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4346.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4347.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da9d1e257c0562041f981454cb155d8a4c76149e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4347.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4348.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2a7a1c77cfbf6237b303a7e46d0e897b3ee0727 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4348.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4349.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f47f38ac6be76110cb8dc4e8f2831fcd4b25f6b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4349.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_435.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff7ca235ea97b031e1ff60ebc02086d47e83f9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_435.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4350.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..730f2504a40ec5ba73461d815f7e32e212dc4838 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4350.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4351.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a1623f6c5156e28e3c8ad66b0eff8d1a8723b4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4351.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4352.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a192a0fe11b3acbbebea8a75a247b11483cd57a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4352.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4353.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c76e59843634d2b70c9c45410f057cb4f7a8f0ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4353.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4354.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3db1f9608b6204f436675fefc7ad36c81d306e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4354.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4355.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2106cf743c8b99d851557f73d0ed1b440bae588 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4355.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4356.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..731a2de20e3d65393279faf0b11e41c54ea58838 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4356.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4357.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5ff17c20eaa0b592319b56f75c2f1616b754c45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4357.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4358.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a11f01a12177ca812c9c8e9d9121ca9c158f7c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4358.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4359.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..053e548f153f30f90b5244dcce834e69643b718d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4359.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_436.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a48eed8d3ff069849a7f55226675b954357bc5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_436.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4360.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48791c6107ce6834e50a3160987726a81d3e6d37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4360.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4361.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e0947e94c756d60c41251c073e580bfd61999ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4361.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4362.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48128afca9239af36b440d422bf5239f729ed546 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4362.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4363.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cd8dcdcfa684feb4f1334c2a7288e784fe7e8a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4363.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4364.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7564cc2a61e4aebe1ff87d34c83f942f41294c45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4364.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4365.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8d638f3b71c3652c38ab03c25e43e3da9080c7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4365.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4366.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ff0d2664f18f2925734443a897345fed2ea0cb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4366.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4367.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ead56b9be1eb47a0728b5df58fa0cddc7acd6b43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4367.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4368.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7110c5e74491ff8675237d6b8a3ae7910702e531 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4368.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4369.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6edb17d2612127873cf31a114a7e1b74f4f9a287 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4369.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_437.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20bda46303b5febc80b300662c0a6fd03fa8d15b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_437.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4370.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90d0c6247d5934cf5d6fb081f9351d9615230e69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4370.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4371.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f62243d969dac3cc7be26fdd11d3df1c37c96e10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4371.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4372.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd759c3b2d8ef1b302b8f97def3aef5533654fd8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4372.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4373.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..425986e471cd87286a60495cecf2dd75836bf066 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4373.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4374.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b8b714491e7c71fe9f60c0e75510ecd94a0f48b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4374.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4375.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..734ffe5969cf7fd5337124aa8316ff53f7cf27d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4375.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4376.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c27d6cb8e25eaf25b46aaf17572f7aa41b746597 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4376.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4377.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3557ff59dedce95a9d926e83cee916a7dda396c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4377.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4378.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b11454e71b600c41782d7bbedeed4375875863c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4378.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4379.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..000cede1c03f6fb407ee4025107edb1f621ba05f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4379.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_438.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5154a1b48897a5880d5a88bcd359eda26f2ff14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_438.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4380.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acec0723bff0a7d3fd08d17ef518af9ab80e8b34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4380.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4381.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fea796b73626627f73ecf0ab7e4776c7e5f7e29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4381.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4382.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38b2cf7ee0231172c3985fee0a92569048190b86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4382.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4383.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9d02cd2bb766591d059b09d684723d26363052f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4383.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4384.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee0fdd4ad6b4e9e8f95b2f9f65f3b2e5ef5c2e4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4384.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4385.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38676c5c62e7ed31dbbdb19bef35dca8e38cf79c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4385.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4386.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9ceb4639bb3bd9d90f5b7d40fdf004361d9d833 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4386.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4387.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3578a8d1455f499389746f6600c063142163762f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4387.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4388.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3f94c9c853766b660ffaeb7fb70834cccb97925 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4388.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4389.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17445f4f190479cb684a58841eb61859dd33ceee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4389.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_439.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efae1faabbfb1ff4430f7059171fdfd17ee54f58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_439.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4390.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33cff6c8b5073abd1f2b71d19c8273c6171360cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4390.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4391.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cb48276b11e1a3daf9f1e5e6754465320de3a3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4391.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4392.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..facc171af3814b93e154be1ccc7d12b154ccd22a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4392.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4393.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfbe6ab24e819525f76b30ea5381fa6d95c5820b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4393.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4394.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2645610a467a662d48c8334c3181044ea97c73a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4394.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4395.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ca8b1891735b207a2bfdf3f932678779f8752b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4395.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4396.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e5c12797276c4de1b0ea4f7c813d7f5120d47fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4396.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4397.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..784608f38545a07437071f145d2d6fa3d7ba85b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4397.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4398.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bebdcb10accbf84713a82368abfa8f4368bf04d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4398.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4399.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5a072d21ab4984640060c113b72c12588b222b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4399.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_44.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_44.jpg new file mode 100644 index 0000000000000000000000000000000000000000..143dd4797d74f5b26ead137dfaa8be778df6be13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_44.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_440.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb29cd9172c3b1b4c31914649fd1be031eab54cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_440.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4400.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f05670db6bed116dcf25c3d2d1ec24119ebc2f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4400.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4401.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d46a5d65ffeaf50638e3da1f64821a338691e8bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4401.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4402.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89ac983f13c37b09514fd69e9e03dafc7dfbee4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4402.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4403.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c306a9b1b2d40c2663ee69148f0e799e61b16c86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4403.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4404.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcdf9559311d4fe36d2ec3adee2d7f240bd4e582 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4404.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4405.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2f64fc8ab3a182021cc238be82daf7f8fddbabf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4405.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4406.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3b4e8c400f08b7af79b20a0088f9a5241c44534 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4406.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4407.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f2acb8a2b65e9c64703ecf076c2d704a0bc6e4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4407.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4408.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d388ae8c0992a43291501db78ec519cb45ff480 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4408.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4409.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f056bc142aca3e24ebbc8089abbae09d345d7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4409.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_441.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6251908eff4bb52ded90f9e5c98476f88476ee87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_441.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4410.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffca3e5ae56d53e5c2dc0ccf123bd3666c5f6a51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4410.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4411.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f50e5688df938c00188d2c8ac8566c6ea181d171 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4411.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4412.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..045a3a881454ce122b40542ae9400b708cf30eac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4412.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4413.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d26c0c0740177caea6459df2f17ad968e967d0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4413.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4414.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4235697824ffa93cbf9acb55946564d37b5c7ed3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4414.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4415.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f342f48350166109bbea8943f24d105460e37904 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4415.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4416.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4da0feb797f18a29421fc7d1c143a2bb36a513cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4416.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4417.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4156cc902e51eef76872ab7abc27ed9e303806d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4417.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4418.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1634423ce42d9b3cdcff83db91c9205b59383093 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4418.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4419.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08503d8c36b320ba1f798c54dcf4c0674cae13a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4419.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_442.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b43bc5e2c8f839f8bd58b4b91daa786888fc131 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_442.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4420.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..057149cb889639ff345ea0352c12f59ff7911261 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4420.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4421.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fa8fde1fe924b45a04d310fb97579056f38bf42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4421.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4422.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a87d42b0e8941cf1bc66c54041491ef30341979 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4422.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4423.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d054f313dcc0779b5da8a7935a0ffcb0525d481 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4423.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4424.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..126a24e4e60e0467e57d6a2ac5ddf58279fbc3dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4424.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4425.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..749c96f1fd7ce600cd923a60b40cb29fabe42489 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4425.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4426.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86db7aa38273e1128691f322e8b7ed59fb76ef4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4426.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4427.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ca5edc7ed3876e733cdc570f3e9bd682ab3f6fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4427.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4428.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ce4d9d627094cec82ea55f3c3e87ff4e0b23d9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4428.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4429.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9d56c41f403a79b05c9c430e7d0ac84136096e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4429.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_443.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e86375d6e611d0fddf1fcce2fe5256266c7f21af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_443.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4430.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8efe2fd1ddfb2b3ae543a5c29d75cbd01ca76aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4430.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4431.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e19fcab6533efaa83801dc5a41fc0a8774b1ec1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4431.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4432.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4664ac621ec727d1d39ea62a8d9ca6e0b5a79924 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4432.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4433.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4e2389384b55fcaa916d8eaaae5612534542d3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4433.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4434.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0900950e362e1f43d6b647750ff1b06f6e7baf96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4434.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4435.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74c375555626ae70c3f44a208d787ea6957485b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4435.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4436.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f45d2d85532d40be329666d2a6e22f42c0665db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4436.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4437.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d89bf1f892487039154846b911572f6d3db27887 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4437.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4438.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fded1e6d00313fe2e1dfa7407fdbc5b79b84875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4438.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4439.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2eee445237afcb9bb9a20bc5503441b8d6521a8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4439.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_444.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11981860a2c7a8d1cb88cad834c0266e2cc87183 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_444.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4440.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0905661c24f2712e2a209cf790dea149dee7eb59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4440.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4441.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e358e0c5068f920df26300657ef9c92a8932d2fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4441.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4442.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c869902053d5072626b7391891583a70ca19aca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4442.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4443.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7724355ed267f7deec5b5d8434803b8c88a62f22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4443.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4444.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32ab144077dc1c32af3c378f3ec29d39e27faf31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4444.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4445.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d845c1221d4e114d1b17d919be2582f9a339c333 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4445.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4446.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71a258c85f9ade81de6397f0593ef7c87a28d6ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4446.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4447.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7174a5f0c824664a847acf399e6f5c4b37e3c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4447.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4448.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76d967d57fae5ed44082643da6dc2aede1aa08e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4448.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4449.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73360f5c5562e1d6eceabc77c5ee9342896cef13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4449.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_445.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b9b9f48b16e641e30225114e696dc15d6f5b7fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_445.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4450.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb2de90e26312da1a259df21c9b8acd7aed49e4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4450.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4451.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ea585b733cdb0a61ef058cfac374dd320a5493a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4451.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4452.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..506bc7f11d62cfad9a74b8a2b135715ec66ad1d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4452.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4453.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40bc23ca200b8b7c9a9d2a848ee0a31b141b9f58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4453.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4454.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be6bdc160e4040ddfb75eb9a9bcd60e9689568b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4454.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4455.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0423e782853dbefeb16ef5f4a1ad28d3f659a0da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4455.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4456.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e51e3f13e0fe4d9410f84432b2bbc73cd6f98ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4456.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4457.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..834a766a5aa64d828275ecab105cc739d2c35c6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4457.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4458.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf094074a764027be2c8988adba74a55e434dce2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4458.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4459.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73726001c27c464fe657f6e16010d5a06b31e6ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4459.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_446.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2fd1ad7c744bd6abed99be3f009654e7f8f3fc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_446.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4460.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd408892e78617c8e1833a19ca7ccdf5b5599fe9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4460.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4461.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..484be7370ce4168d390e5e2cfaf24288aef40240 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4461.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4462.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4be3c668c805446bf8d921b06972c8de6456054d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4462.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4463.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..960539f467200d3f6c2170c1f64e0b06976f6d51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4463.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4464.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b7b061f7bd1437419b8718ddce44addbee375af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4464.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4465.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e125d3bb8fe5adfcceb0876c3d9a5bbb1de7e344 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4465.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4466.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd2b3fe145127a4d60c0dd346ec27af6a421f09e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4466.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4467.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56742920e36341a0d31dea19a4af6ea06797eb5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4467.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4468.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82d3e7cd1b4cc00749783908e731d3f325a3e691 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4468.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4469.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9aa7b61e179570dce2c1c9216d0d3beb5b24415 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4469.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_447.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089a3ea537d23ffb560cbce4b4ec18759cb705c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_447.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4470.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd3021c4a4485547b5e33d1b1f2ad42f3aa0efee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4470.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4471.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79e91b85564dcc3fed643ccaba4d6ce6525bcd93 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4471.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4472.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e058d1d7f723cbfcf658918a67185f3f281acb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4472.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4473.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c36e94b717c16e6ba5f1b426b0af9b2a9f15ed7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4473.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4474.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52fa7f904a38d54b272518287e2577c66c6ffef3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4474.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4475.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04aa43609c61c01af8e74367a4818ccdd0e05021 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4475.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4476.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..515a84e68d9f050f096c85ee8711de848ca1d335 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4476.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4477.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be7e72b432d74ffaa00f756b48be6e0f07e093d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4477.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4478.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55299a7f3b8f66c096e81ae0e0919663d7de5e91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4478.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4479.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef5f6d472bb88f55f2d301e4bd9a2f0b3291530f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4479.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_448.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b393ee87ce30e5ebb4e7e6592754448b1819820 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_448.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4480.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fadba16ae9ba509b55a2c9ff4195c8cf5df68c19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4480.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4481.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..586d66bf4a6c52f508a6aa921146de8eec510165 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4481.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4482.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb4008937ffbba8e5542b8faab090c61476e3b38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4482.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4483.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffb042bdbd24bd1d0b969b19a1baf26c2773dde6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4483.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4484.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7103b9e80d954d560d4cfb0c24c60192c55584ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4484.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4485.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a2d8bb67140ba0fbeb8a8452891bf609835d819 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4485.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4486.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9e510bf3dc92ba58e027f81067317734c9ee3ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4486.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4487.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2655bb087744c6a1b4c5fbe0e67fa193a8fa789 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4487.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4488.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8d13c21de5b1fe2101ad9ab4e8ea8c6c766208b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4488.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4489.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df26b0ab871fc49684004f4e87dd4ddd168f6ccf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4489.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_449.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3551eae4d84d69e439bfb56b62f5eadfa78b1e91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_449.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4490.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..285fba4d974901f86579fc94c483f2453c9945e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4490.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4491.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34a64fb5ed576050f9ed526a841b731ab329a5ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4491.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4492.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..656de1dcca0a2d4ddb1714627d870f6cabb57aa0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4492.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4493.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..744c3e2faa781a9863e97a598607ef9aba54b24e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4493.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4494.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcc25434f9ade30ef62564eed35a8fb0072b958b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4494.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4495.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9df9b92faf2526d59be0a2258766d65792a7c791 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4495.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4496.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc092d00d6a8af1e7997b36f968ba572e085f3de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4496.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4497.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e9b8f6bf27e3a860eb844ae4307b87d2e17a8bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4497.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4498.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7aae7a69e429ab1fcaa9ab4baddfac52a323dde Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4498.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4499.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a03c646fa15f9eaa5d8d712dac48d0411fa2c7d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4499.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_45.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_45.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a6f036524ec284e9cd9bc3690b70af6e1c1ccf5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_45.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_450.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff4eec91de43c0747a8fa7fa41f05a584404716 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_450.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4500.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e89f2ad9a2362eb91f3c1ae365059e32dc3b4635 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4500.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4501.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fff071c517499715b59b35843762270d9991e4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4501.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4502.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f32a6193f280579f1358cb9ba92170be480954a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4502.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4503.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..603c2b1b0d3cf2a49639e32d5ce99dfc465a6bae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4503.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4504.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d873107efbfec780cf612ee0e6256463c1cc4d29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4504.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4505.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f091d96a981e9611739f900a75ace3d799bbb27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4505.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4506.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177684c0311f389172125dd1f5a852fdda6be6cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4506.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4507.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c5079dbc4465cc33ebe038cb9e00ccec7e6b28d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4507.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4508.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8c1a2e10f11780d98227cc91b924568bb304e5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4508.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4509.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de923370cf3b7aee873d4821c747100fe7e99f5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4509.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_451.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67e61b914d1d7d2b81121af32d4e0cc8a8405aeb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_451.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4510.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47878684aa0e84c3be2ac774a21c6e839be3b06d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4510.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4511.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bbbd911bbfe4e52377c189e68f50a5678bdc1f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4511.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4512.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7a5df1bb477065d85baf09bf8837d8420757b4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4512.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4513.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52d0c64a30ebe876cafedf96870a3a45d26f855c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4513.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4514.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5859777fd2974add958afcbf9575a3ff1eba7f9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4514.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4515.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8a4de0e17897331ab862968f3157f6c54ea2a86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4515.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4516.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef1c187d0668e5f976a1149d00aa0d58124640aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4516.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4517.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9884bf665d5de74b3bde53ec80647ccb6b5c18b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4517.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4518.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d2c02c5d9839ee78cfd4ef976b9c52377f6f98f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4518.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4519.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9e550e2c0024f4037b451a63f7ef1a471929b2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4519.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_452.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4e92ff8d47a8025a37d817649b5ea722b57c812 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_452.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4520.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91672313b57131450cb5c9ef9f53990bb7c8e769 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4520.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4521.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250b3c72d651558b817939be0f8b0127e86a0eb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4521.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4522.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f0ec8deb0dde0d076eb0842907e23a579c3b91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4522.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4523.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0878f5fa5956df8910381e6b422cf9b46b8c632 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4523.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4524.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d328c9e10ed4c57ae102d776f7b9689dfcecf0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4524.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4525.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92198e2551ea5d4847b38fd684d1649321bfa3d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4525.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4526.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..720198e905969cb103bd54fd473e80b1230390f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4526.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4527.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b07c788b05dc7b4d85c653471c808d59cba329df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4527.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4528.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2045bb3aeab37a70c147b1ed258c58454b42ea0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4528.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4529.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23f900b5805256eb1bba7866f0a15909d87db22f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4529.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_453.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46bcb3ad5b2f6a664acad1117320f4c2d06949f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_453.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4530.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac264feb1ea6231060a6be6b0af2079525e42149 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4530.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4531.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fc194fc9bddf538019523334d56bfba0a91bc24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4531.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4532.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a63c3b67c0f0a2e67a6c46309d6a2a020c5ecc1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4532.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4533.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f366d1c12def3811a38bae05294204c4a98afca9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4533.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4534.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54aa9a125336cf01f0223cc3b1500ae1383463b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4534.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4535.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..003d7f2621ffba038944c20968239e58dab4505d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4535.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4536.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..013f8ad58a53a616f71fc0a3788ae754e6facca5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4536.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4537.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c92d34d49d20d768536039682168c494737153c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4537.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4538.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0ba6c163addc38366aa41c35b5fe8b8ba0bf6a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4538.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4539.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c061af85df78d9c2a8430e9eb6e4b284bbaaf81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4539.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_454.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..800b98b0f171306a40f2e99766612eb400d867cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_454.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4540.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0464c4bcd15107ad64f6c1a7e9cea795bc29f1d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4540.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4541.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83e5d343c662c988e61e55ab0ab13f2af7649c84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4541.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4542.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60c94e9c26e0a6824288fdb0e6a07c4e26b7aea0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4542.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4543.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..797f5faf02e31c36ba3bac809fa93f501e464966 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4543.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4544.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb9d3fc7fe31a5ccc397ad675fe20a031c636e1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4544.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4545.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a3eccbf00fb72ff5870bf0f6aa9afb348f9d2cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4545.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4546.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76ac1e33ebb6f5a85851a64b5a09eb3dc477f88c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4546.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4547.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f5000bdfd4b9622cb464f994880e8d12112f7a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4547.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4548.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86ddf3a71abbe068a9241d10322c31dc9430ab40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4548.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4549.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57e19516992ac6155abbecd922036a2f71abeee5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4549.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_455.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e715d497f0e99cddd4c3ebcd59e23f6962239f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_455.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4550.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f594f12e5ba327ebae88b412c5fcfea6acc9931d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4550.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4551.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010e8e5fd65f7da1bbe1d35f619e28f544b86c9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4551.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4552.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0169fd424a6cd35822c947d6ebd8296642193c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4552.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4553.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64a0bcb649699f272459980a021e5270d588ca3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4553.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4554.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ead119de71b747070543d1e43b099174e14be2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4554.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4555.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe96e8b7716461e422394867eccbe1418cf16420 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4555.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4556.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..762dff4f9fc1187cc780eec3188ba10758069dd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4556.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4557.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d555cfd6f79e28f4805f05374aea6b6fbff69079 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4557.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4558.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ec5868c5ef100279f817a06c630a38da527248f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4558.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4559.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..487ee64d1579c26e5f4c92bac2462c4788971494 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4559.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_456.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30b59708f1bca1d252170ac1854a3a29f0111737 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_456.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4560.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc6824721fbeb7f0cdfa56f62b471a5ef6a417e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4560.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4561.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ff942f15c1d24b57bd7f69895a8dabe9653363d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4561.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4562.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fc1468f0cbd73408ee058a7b97c3027e550de36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4562.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4563.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce52fa7b6a3e735f33542464ac09ea18cfec29f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4563.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4564.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73757371aa2e49d2d3c5885fb756a0fb59262995 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4564.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4565.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc8d672a39504cc958648283366e5f7c088c20a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4565.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4566.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0554344f065bd94d2411902a28c7c530ff86786 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4566.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4567.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbb6ec699e80646e47e6a25ecdbfa53d81a2ce8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4567.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4568.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662a204598a909d163e8eef2c79532b720d1722b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4568.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4569.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7107ba7f8b00f56c89acb30127eb3e7b9c0942b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4569.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_457.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..731fcba34d925a4b334af2144775a1b8e04cd070 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_457.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4570.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0048f386bbabacc457897fbbf2c57f2b93a32b0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4570.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4571.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91fd712d07a783762368bb451f931b0dfc4838e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4571.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4572.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77b25c7f69b99b86121acb816f0863602385363f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4572.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4573.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17aae234e8ec9bebad8214176a2415c16212ca15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4573.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4574.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1188350f3e1802f4ecbadca2e5db674b5aed6529 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4574.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4575.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db266ba2dec1ba178e751f055085fb5f5ce78d82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4575.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4576.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98811a7572a314827279f8d8f11d50cee2d22d09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4576.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4577.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74e2d6b62af697e2efd3c4794edbfe892eb77a85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4577.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4578.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f46955bc1c4695e94b124a8c5ad9916348ed1dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4578.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4579.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..777cb2d631def74745da9cc059a808e96ce25f28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4579.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_458.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba636ff057d01bfdcce84ab5dda1e9390a45e955 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_458.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4580.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..409e4533ca11b8b6ccf3ee2ef7f1a75570e62a29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4580.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4581.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca26b2c00587c126e3e6737d7b3dcc3b9f32c072 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4581.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4582.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c32d99a11ea9b9d556274dc60c3104f47e954cc9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4582.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4583.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43692d55f1485b9b8767be9af95dfaa2719fb19f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4583.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4584.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c2a02350dd99e0d230ba697cc554d9ac1f81e7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4584.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4585.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f59b7dfb82f14c6cf821efde581886eeafb83e7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4585.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4586.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..159406fd7852569dc10be811d79b394f4de42624 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4586.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4587.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b4571e46670590e47e97793f2b70ff101ea9938 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4587.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4588.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aaccd00320b7bdb59e2025a505b95be64e4031a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4588.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4589.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8efa72759c2a5b81ec24d6b4cad53c6e88d3dc80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4589.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_459.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e0bacfa511293808fb4c8e3a1ed832a827554d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_459.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4590.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3ec65b531c46f0b3c1d77efd741b5f9c9e15a54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4590.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4591.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a5d0a9bc569807793b7e2b4044e998e64037f18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4591.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4592.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a745e9c0eaff513860357d9148397e7819bf32a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4592.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4593.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ce6196c452e2f744c3aa6a7cbf716d85d8221a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4593.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4594.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f748e47ed70c06fb05645dee5eafcd9b7d20d9d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4594.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4595.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e877f7b5b965bb3bbe2bfa57c09b5cb93ecb6be6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4595.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4596.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f98d16d7439a432c5db8703ee9bf156da395c070 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4596.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4597.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f88c3613652d5e5842bd71e5c285b38f89376a72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4597.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4598.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77e8e0e3c579b76978744be247467a33d7eb1eea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4598.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4599.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7a5b47f42ebd09ba73f93dfd87fa878972969c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4599.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_46.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_46.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dd7f1de83c658aeb656cf762cf0af944f3626eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_46.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_460.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0badf139b63e364a22cbff117f284a4ce36e142 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_460.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4600.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a88e2c6e41983dd575d1f6fc6c1ec8b77187c074 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4600.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4601.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a438179b7e5e996c8ea02978667197ae5102dd40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4601.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4602.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc5a5b14a39aaf6f948a162b6da14e2aa80f07f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4602.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4603.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54a316a4a99ee05df57f9f7b8a9a2487ea821fff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4603.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4604.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d421029b14c6ae84dfee0718fc2b8f18d3883824 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4604.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4605.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69ad803cd468ae16007da2ed1df3b735892b64b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4605.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4606.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0ba9eb7e01307ddcb862ca3a390064176a28d65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4606.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4607.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1a7b43951def727d2ebe24b5aa0cf70751561f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4607.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4608.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a4cf78fe244c18882f1cb42d09a0bb8676caac7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4608.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4609.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e525d6430760d4967180aecc37a2f49e44fe70a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4609.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_461.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f66ee31aad11c76d8e6bc6c0e53c9862567c7de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_461.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4610.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01250e451d2348eff334df09cd245f06b2cc973b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4610.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4611.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f6e690dc688cdff471674c58f8042c96033b66f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4611.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4612.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96cb7c43efcee78cbbb8fb621fdbaaa7e0112069 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4612.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4613.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5880c8cb8ccd20594121c08fe6f8d9a1d204651 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4613.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4614.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6308d0655baeb435866f9c85cbc47591053f7de1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4614.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4615.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b6c397b34d3cbcffdd870d37d5d2e83b71b9c41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4615.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4616.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29a1521d3f6792f0ffce83c02bdd8daa6d92e0be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4616.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4617.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7482a9fbbf78e2972ebd5e05cd001e9a582c6f3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4617.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4618.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac6403f7043d14e66d6c455a1f232ec3a7c48694 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4618.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4619.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fe14202789667b82eb1c1aae951be766015424b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4619.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_462.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8802a9dec64902460e4cfd149fbd042e63204e75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_462.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4620.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..564a95c08ba9b6c0609ed095a06f4d67f72d0e1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4620.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4621.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4c432b3d5f3de12a5dbc57148ccea34e261078b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4621.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4622.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..858e45a44c116b5967486a6f7e125c818a42f037 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4622.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4623.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2d630c677c7045529dd303c872ef7ec3e145235 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4623.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4624.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65beb776f52175d5fbf42fab95f8379f4d21103d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4624.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4625.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0977e7aaebe2bb549fb4fe6323890e8234eadc63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4625.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4626.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d4489d3718cb6f0cc7cf1dbc412a85ad3ee63e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4626.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4627.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..716516dc9c232dcaa818d9bdcab96c460ba6aa19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4627.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4628.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3be12b8d8048a87f384e2cb7369db2e57fd5ea1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4628.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4629.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfd2ed5dc06e04ed42de70c67bc5a7daeca842e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4629.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_463.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7548158c4a999d8801f2444cc86957ab4fe7e20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_463.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4630.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f47aea176431568feb5219667327cc43f340daa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4630.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4631.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ffc892a851e0e91c5056d8f7cd630376f24d666 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4631.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4632.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f31ed244970123b588661d24e3b6e71ae22e779 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4632.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4633.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0305e055fd3a982a4ef79be1a44d3f90e717896b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4633.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4634.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fb2b79799b10eb525ff10836370bf37340eda4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4634.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4635.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5a220e81ed029db2c9d465bef46dc652179470a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4635.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4636.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9330ca4c90d2a2c709396ae3be1aa37d87532dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4636.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4637.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffcb1aedf40cbeeb05b9fec5b480b4bb7ce2841f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4637.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4638.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd243428d536a704dbffa80727e10138bced7f5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4638.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4639.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6682a2897eb0a7a4c2447385595b518fe5dced3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4639.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_464.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72780f56d7ac484afdcdcb413b9f5c6d2e81ee26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_464.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4640.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dddc84a9f5123c3d4265eeb4484ba840bab713ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4640.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4641.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56772ba738c71f65c9286f9d253d6ecddce29494 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4641.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4642.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f12bbc2dab6250a91f40063479a4737c0cf3ce2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4642.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4643.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b5cdf8d3ed94f65742dd4961720818884cd7c0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4643.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4644.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30e75eaefb2be3e155c619057d71a0276001c9c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4644.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4645.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4e154b8b1088b7d6824155df317f48ad38c3f64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4645.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4646.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32bd7948d5a4c87afbc3af00b37276a5d933f571 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4646.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4647.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83daad71ca084490bd0b17cfa459904342a3acee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4647.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4648.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08f57770c3ff64b0d429a09d97acd57f34015aab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4648.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4649.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32ce18d89601f5feed4d276467a9fa36448c060f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4649.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_465.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca50f6add135b7b887e787ab4d34f28e7ae3c0d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_465.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4650.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e349e75d01a7f43ea5c3a07dc61414f8c05d79e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4650.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4651.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b4905c51e9794695108f476bdce3d77a3312440 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4651.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4652.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5b764fe1fa10e68a1e8bc0f6c06334f89c6fb0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4652.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4653.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38d07238e1a3710d5cbfcdbd24840b2d901bd5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4653.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4654.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b43069a8596836fc5adb74cd0e93aa90a30f5a74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4654.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4655.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7257c2cfdd309566306a98461a1541f623705bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4655.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4656.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fa5c4ce2585299d4d619261c7d85613d2915939 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4656.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4657.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f60746ed2534eb0d39c746c0066ceff170cb27b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4657.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4658.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..202cc5ef747eb6c7a52eb191472c425e331e7574 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4658.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4659.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..955a51b84c7d6074a49a3872685488815e9d9c65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4659.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_466.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9f1d31a71589b3551ee8b9ce7201c965766abc1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_466.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4660.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fe03bbfa034f087a6fb090c6578990164b44435 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4660.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4661.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c4be37eaa3954202dcd52c69422161a341303ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4661.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4662.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88a5d7e4f44ae546fe9495ca1809828c27fa06ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4662.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4663.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b64b9e04fad801d778df960d65261aab7d0e99fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4663.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4664.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6be093140b3e65103a3ea64fb60750b46d6d1865 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4664.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4665.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cb5e2451686b40efe2f33f6ab2d818a29c77f94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4665.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4666.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d1bd1b8e8002068bd281d037a44f2e6800732d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4666.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4667.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9627ae16c705cba544435d5b34267cbb1b3c601e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4667.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4668.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05f2e69c1cacd0e0822e81675c7411ca1d8ed20c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4668.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4669.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e54c3635acc629908e371b4409038d0c1c18728e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4669.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_467.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a59aa9e18ed185f63cb267b0505b31b312a78869 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_467.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4670.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc17f8a83e58697e525a84b423b30d4ce2740525 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4670.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4671.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f89e17b6ccfd31c762128ec089469bfd6c3263c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4671.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4672.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1def774a827d2ac9b93be1911601855d76dac8bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4672.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4673.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..779fd1e035a993aa5bb8060b199286167a821944 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4673.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4674.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c2bb62e4bf3073d6dc5eeefb822dc806c8452b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4674.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4675.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b637f2b0fc477d9f3ca82ac14122607bfcd8f741 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4675.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4676.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12fa3230611a9225fa26f5308b4fccca7a4b4bb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4676.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4677.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82ffc3c75fa88d3f48f9db2452832a71328602eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4677.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4678.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929a74abc3b4f118b3533b3c1e40870c1f81470b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4678.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4679.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb423b013355bf4eaee947d117c0fc8145bb766a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4679.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_468.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a154e185612528816b0f76bce195322f726f7a40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_468.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4680.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ffae39bceb193161374fcb388f5f0f0f884dbf5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4680.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4681.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9016fed0146e2c6f0d8f563c247c18cddab8c98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4681.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4682.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..beea7ec3403559dc053351871b818fb675509090 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4682.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4683.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995c58d6ac5b67cd2ab9b092cd7333810244865a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4683.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4684.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25d2a5105279e02ad13518202cea0d7357aeeb3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4684.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4685.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66b47503fc21debc8f910227de8db3e3be4a15ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4685.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4686.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14d18a652d5dd5aeb8b20e39e7ca2d8c92070c7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4686.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4687.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..396bef98a040fb0ef204f0298f4613a16fa4f3b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4687.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4688.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65715193c91555eb883a3428b9e3fb21c2a6d2e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4688.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4689.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a33be2333283274e9e86a8e91cb956dd4fcf4c50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4689.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_469.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d793c426d36881d46b7b460088f6ada3325ef789 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_469.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4690.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8bf61fd5ab0653e0a3417d7251bb56885bb8640 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4690.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4691.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7de6499756952936fe2ccd91d2892d78011b787 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4691.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4692.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2265890df4aff099e9208ac4c953e565abe6e419 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4692.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4693.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90359bbd6283b4e0a7f4105ca188ece762e06c39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4693.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4694.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..639a492f0aa93785d8dd03d64998c42595bc1cf0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4694.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4695.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e80bfd3897a5c66b01d47e939dd52835d4aa394 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4695.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4696.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cfe92f8381433e00d70134f544f8202b12f02c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4696.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4697.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..719e8ec7cb493d229379623b7a03e74600a36e5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4697.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4698.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6838c40d5dc967e50b1e3b822857a04f64283a31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4698.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4699.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20ab2abd5cf4d6eca0dc384ef652fa5a12165e5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4699.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_47.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_47.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d237e6bc6a3efce20b021fd631a2efb02dc17a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_47.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_470.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f608036bf66a389d4a2a21615153d00439d00b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_470.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4700.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..babe0ef19f202f448de0c584c65b50257bfecf49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4700.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4701.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90374357733a784d70f5dcb0c093030565f5edd3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4701.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4702.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ded5e1262b8d6ce7233811daf3e967236dc7fc1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4702.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4703.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4290bf0790484dde7bfa41c553255c3bcc792591 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4703.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4704.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4a7374fdc1f9d9a242f90dbb3c9ddbf424ce453 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4704.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4705.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b6d1aa6f57aaef6b24ff2744eabf376b9ceefa7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4705.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4706.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90afca92a0ccc4af6eddc328a0e7fc73c3ce1f0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4706.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4707.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fda05225d578a30422a14cc545fa76c163ca2d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4707.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4708.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f3f9f435817a76cd993f73b9208fd3f43ba47e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4708.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4709.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f806dc8fa0da41653daa0951d0b6676a9f9daed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4709.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_471.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98fe30ad2e09337feca52a87c9f39fae0559831b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_471.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4710.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67b27a2e68f645837ded45c48fbd3c3138609919 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4710.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4711.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fb5249bc33b99c05e936407ab3d6555941cbbe3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4711.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4712.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8774ff5832fa62f4ae31f1a90a6e0ddd85c5b96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4712.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4713.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44fe8862722bbaf42f99e33209ff94c0f607c388 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4713.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4714.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cf3a3800e05ac64c01e91a7ef6d4861079ef1da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4714.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4715.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2419f3e69fa22d5f13f4dc492b98246cdeef97d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4715.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4716.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abcc49dffc513ea535c08b5612e22cce47e00feb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4716.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4717.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2148d8e03776abee1318ed7633cc22268c1a30d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4717.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4718.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee4fc7dd72b8a20b3fdbfe7a9ed09a44fe4db5ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4718.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4719.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..959aae26fb6ff97476c81d6e333416c87227b7fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4719.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_472.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eae49b191b3833af3aed7c0f77edabd4f8c64f44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_472.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4720.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd94750a8dbc14acfd76bff329914e88b823758d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4720.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4721.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25bca09a50ba07d9eddcd3e6c6770b9b813fa530 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4721.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4722.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..023bc2594419c6548ea353b6cfef31e08c3d2117 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4722.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4723.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..412e17193ec087b53b393859610978d2d9f7d0d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4723.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4724.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f390751a24c7103e2c737f4781cdb3c199ad221 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4724.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4725.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93a6a037ae09322b6c39a05c068e2bcf6550b906 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4725.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4726.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1c36d349faaf0d369c0e25c209e3b05aa1b8328 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4726.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4727.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e35f0198be6f25c439c0de5009c843dea8ef5de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4727.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4728.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa18c6ed9ca66ea56caa0f514014ca7fc25fc4d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4728.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4729.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1385caba4d478a9e59513b606a2ba6b79fa4fb14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4729.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_473.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b1cc8a2f99d5b1b0e7688599cb12331aff9157c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_473.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4730.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dba0bb44a42b252b2219edd4c398ff0e4788ea50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4730.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4731.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d219a798b9b95d52273f54098e53f1d49ea3b7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4731.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4732.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0cc173c2ba3ed0c5429858e08b5f82ca4fac30e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4732.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4733.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93749f3e2c337f0e97e635d466d83a0604fd95c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4733.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4734.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4510f8af02fb14cca5dca8f312bb9b1b462b6e45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4734.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4735.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d21679e7e773d2d5ae003cfa0fe9f0d9cc0e7ff8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4735.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4736.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbc618c67ba9803f6779d352623ea38cfcac751f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4736.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4737.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2de25dff462a17823118132dcff9443bbd0fee69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4737.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4738.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e63daccf1c172fb7c533741e26ec254d07b1f8bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4738.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4739.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5fbf0b8f2aac5eeb3f6546dfa44684a9acd52a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4739.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_474.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1951788b7095fc0272351778972346601e04917e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_474.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4740.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa74c6449bba43163fcb8c01ca24b91dc7cd0c38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4740.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4741.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44b8cdec2dd2a155df5e347424700f95d11cf8ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4741.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4742.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b00b08a560b1c14887d4c8b6812ebd5bceb43f81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4742.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4743.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b4545789887a2a0a7415922b260ba6fa82b3e71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4743.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4744.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..409c4454f03fd75ab5f3d03f84d1a397c46ac825 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4744.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4745.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..808816488797bb72b5f3de79a945a0367ce8b84d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4745.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4746.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..291237fa91ba78a5f2f489ef3260aefdb3f5b911 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4746.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4747.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb928a9ad25303a4d39baf443fdc03669b0df28f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4747.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4748.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61ff7f1421c842e1a3b5e68150086bf890b9fa33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4748.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4749.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1575a376faf7cdb2d3d3cba30eac48a2f169c901 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4749.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_475.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2879c285f336efee38cbe3a13bd5d2f4e7bc94fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_475.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4750.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07d94779e100f06217226d8ee955e064678baa33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4750.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4751.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4c5f7fab9f7e434d58d4b9233b45126ee4d42a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4751.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4752.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f30109fa1150a323caa9de4460def3a9ca0f2a67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4752.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4753.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddcbc0db7dde1b970831927679aa57b34aeb163a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4753.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4754.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c804bc76941aeb98a3e29c859c4c3e0e8ce749e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4754.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4755.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c636122ceaef8e29f1fa1a0a18108c073f757fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4755.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4756.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f3d413431efac3e8eaa4b5c0432dda5f6e28949 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4756.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4757.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a54b9d22271cac71b9b0c0bdcf32f487decd79bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4757.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4758.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e92ceaa5c8bde083bce0cab202f4453ec4deeb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4758.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4759.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df6cd1d50d05114759981e751d4ede7310618070 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4759.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_476.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02f5fcb2d8e34b2fa3e004313cbaf0f32aa43f58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_476.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4760.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed34edcae084077bec0b5365744a2e3ef1bd1be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4760.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4761.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f909817af3717d4ba5d2782dde987e6309c1c23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4761.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4762.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..058c672d4b9822bb1d16e1e2e5676a1c5e252ead Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4762.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4763.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86e83098b555eee6cd858fc2a4a090ff3fa1a87e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4763.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4764.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57b99e2ab21b48413e552091a3cf3d9fc7efd317 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4764.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4765.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34eaff3776e02119b7e616c4e8b36adfe3c42352 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4765.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4766.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f66c37fa78374ff4ab4f4aaf080ffe002cac1207 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4766.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4767.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77d053f89c3bdf82651bc0d69a52b7990cc2e5b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4767.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4768.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bfdd12d84820eb92614dc5445045fa616f26eb8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4768.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4769.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19062971cc79e226b36f25360c26291a73338b98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4769.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_477.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f51944a0cad1e8341d98204b2860a57c471394a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_477.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4770.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b40f7f6c74f4f1207c17ce14bb16302de5a9c1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4770.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4771.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b545b8906ad19be3c6f397a54c77b29bee95be25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4771.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4772.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71c98f36a8f1cc156e3f1607a6e5de2a6b8de16a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4772.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4773.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73229e7f59849c5a2edca81f709448bb00ebc7a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4773.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4774.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18f3e5bfa4fb0c1a4c1befc63a2c35a950aecb42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4774.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4775.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..275221263084a83e85396474fbb1d8e4a5be69dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4775.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4776.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a809e3b4f1103897077f2e9850eb20591e50ef3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4776.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4777.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45ed98b72ab9f5bd08bb5ae097b12376edd49b1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4777.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4778.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3fc5e1f7cd3edfc7c8b01f16350913b3258fdb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4778.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4779.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb2ed68800fbd4b77958516c686cddef9178e8c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4779.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_478.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c4f2700a068d9cbcfa7ba94c36118057dcba867 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_478.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4780.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c01a1b47fe267fcfd8d7ea00388ad979d2cf1d84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4780.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4781.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..159ad8f1e75045e7512524be4565217e9b3e9410 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4781.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4782.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..457530f1fed1a2b9a4618e28df4ef26d70072712 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4782.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4783.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc075bb500d9ca014ed6321e345450af1325ebfc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4783.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4784.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba40c4906303e84fada90cdf1d2a9be989b8d9b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4784.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4785.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..190d81393f469ccfa3e770e7b8949e5ea4815441 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4785.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4786.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b701ebdf043ece8f3ac33b81b916ea273e997251 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4786.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4787.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55b116cf4420d0d70c245d200c582cfe59f0830f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4787.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4788.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9279dd656828536bcc505f76badc22297f4ac49e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4788.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4789.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..278e69fb16641d4b696876be7cf0a78b2b017677 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4789.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_479.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d753ed41e1ce1fb033652ac623c9fac1285f8c63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_479.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4790.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14703d42991be710afa38917742ae95de7be0d26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4790.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4791.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d38cf600ba87f9f50e392a2f575c525bde0d8245 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4791.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4792.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a97979bbdce294dfa67ffc07feb00970a09cb6ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4792.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4793.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aba51fe7192830eddcfe43ae87383786ba8e263 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4793.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4794.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf47e9c5eeb4054a9c406658f1977bf75091e74e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4794.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4795.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0734e22f2d8641f496396c47fcbbbcbb829a9cf7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4795.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4796.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c6e9febe8f8545573f291888aa60c7cc2fd5c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4796.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4797.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ad69850ad147398959187f31361a26186411025 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4797.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4798.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..475eb4871950661a1dafb6e1b496703a9c168cc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4798.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4799.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..159ab061e11c2c2647cea700a40a1769f725155e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4799.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_48.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_48.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed235c9329b3033a55d9d9bd382819b77f6b4592 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_48.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_480.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8684e2ba9ba64abea82764ad1768f225ba7077a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_480.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4800.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa6fe8cc72666b645379d9ef225ec102e83e06b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4800.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4801.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7eab10cd37c94fd72ce70582fffaea407d99c874 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4801.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4802.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0de17d6c2f666f1470daafc461330dcc77ebf878 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4802.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4803.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..762e33339e726d0ce48bf202e60fd2573d5fc7d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4803.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4804.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..296f90e0176e743abeff81a5e2ecb90502e89aa2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4804.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4805.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c22f646d08d3c62c40c89639227f473f92c89ab3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4805.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4806.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da34b4ee5de1daa7a65fa20947608014601e79a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4806.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4807.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d9d0eff2c343be68ab3da785094b5d2f852a7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4807.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4808.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57e03aaeff0d084b1eade1f0acbb9a21403c241c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4808.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4809.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77a86d5f0f5f00d9473f1e6eba4bdec4c53e5ecc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4809.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_481.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be28f5366d259097f484495a6bf44530012c250 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_481.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4810.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa1fdebad42d3e42aa715b5cd9c53ef257fda043 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4810.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4811.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d449fe3a6d99e8ddb9cc02f94d03f49119dc82e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4811.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4812.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72c0392a0628e914b9641f0d02e7b66aad55ff2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4812.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4813.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4eab13dd40554601861ef286dd6178d47ef37f9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4813.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4814.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89d401bc125308b2e30fec117c7b987ed747fd6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4814.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4815.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..852d1fe9e755c60e0e47d7b58a115a3d2fc4a058 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4815.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4816.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3c6749a1c62ad034f14423cfc71ebeb843e891d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4816.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4817.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67effac365ee76ef4fbe01a737403b08e590f173 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4817.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4818.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a21af73d0d5cd7bf410701afc64cd33ea80be6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4818.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4819.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61dad21d9b17bef73a4cf8ebb0a743cba5aa151e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4819.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_482.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..663a5b33596955ad9cd9e368245efc6212e512d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_482.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4820.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8b72a9b484b49992311f71cecc26a16987e34b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4820.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4821.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01636af4359e7f736eb0d1d73ab867a0bea0fe85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4821.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4822.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f0ebc3252745d4c06484b8679f046d3cb100a9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4822.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4823.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..713667f43e64e5650cffa0c27b2f07076a038ab2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4823.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4824.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d3ac4294a4ae7e0ffea63b05d0fc2ef75f77a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4824.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4825.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fe7f938aac0d04ea0f80223f917af298255d11b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4825.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4826.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd11214a2055f4f386dffe0ef8ed22b96c6e1274 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4826.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4827.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ae7370e38a9f3c663046fca0d65fb74e32db6c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4827.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4828.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..343e528705087a8fa4253d02e12e8b4f9e0672b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4828.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4829.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5232850830a296583e2e9283881e5b345eb2ea4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4829.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_483.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..000ca261e6ce0ad7e3a9dd33882d54b076beb901 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_483.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4830.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5f57c4fc20f932bcfe2b2550671b5b1db2a9b9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4830.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4831.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da3a3999e9e2f14b199de7a6e78ceed5df96fd80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4831.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4832.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b434a3159e3835646784a9d50974772aa86af53e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4832.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4833.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b736fddaae8d38c42b71838b4cbf0c4c76ebfb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4833.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4834.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e92c72bf5f3e33c0d3ff6396b3db4fa1aa12cc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4834.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4835.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6dcc2d3c6e4b8a19cb49378074939fa85005931 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4835.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4836.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d79da2d82d52fe6b47f57f33b47210c0906fc7f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4836.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4837.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9199d008f2efb2b50661c62ac83fe2cdd796de66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4837.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4838.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4917b244d1f85066abbf09c300b1be5f9e08362 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4838.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4839.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..385f22404569c8ed7da5c0ff6e7b6028c3515789 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4839.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_484.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..843a91802a06ce737ba590ffb45424cbbe670f36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_484.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4840.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32059c5dac2d065c59fb959ac0fe9559a246fed6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4840.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4841.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae5aadbe2cd6d94e8be5417ab592395ead06b69a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4841.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4842.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..583f46c283bd1b1426c41ed9dd1972e6fdcf76c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4842.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4843.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d5ce00b82a93811ad01f5ec6ff6de175c38892b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4843.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4844.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43463a5d9451bfe0037819c2148c67ba8ad3a83c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4844.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4845.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f84d5cdde658e26900fb87e49306af9b539d4e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4845.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4846.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ddd13636d08dc6b437384f0fc5384ec14663fa7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4846.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4847.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92f57084c02cd453584e2e44575edc283446333a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4847.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4848.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7be0999e9db736495281726292ba1aea39da471 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4848.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4849.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38c98714ca941e880b72b2f46f4b6ff91423b579 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4849.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_485.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de428c6e80c07be53127856307408a6048e85d2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_485.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4850.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3c0f4392abad3eefad381d8a65c64496ca2d076 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4850.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4851.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9348d09cec103c20f604d8ad67fe4b871cb40384 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4851.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4852.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9a990f3f24b6abf69931b8d4609cbf41401a192 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4852.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4853.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9b4ca2b7b3516fc2762ffc78257edff3fd73974 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4853.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4854.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..057742f96d41e604ecc1b787e2002d8c33d70005 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4854.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4855.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7c8ce5c6d47fa01bc9b21aa455eec41e004beaa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4855.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4856.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41347becdb51e6ef1c9f15ac2b1a36637f7e4653 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4856.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4857.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..857224858940783fe339ce4123f320d90ef652a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4857.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4858.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..998b4bc0fb3f919ad882e9b5f540715efb9c5875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4858.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4859.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aed4f2cd3e9fc978b8d990b41941212207a4bffd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4859.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_486.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ed848c4f948328c974f00a84d3d0ebde1cbf505 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_486.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4860.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fb32418a080d64c8d83f00b492f74505e530ed9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4860.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4861.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56f666324eb431f6e7513247c6f41c3d4d7a4d89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4861.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4862.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ae2428831d17763c53c200f269b891e2d935e4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4862.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4863.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da85d1805f6aead70545dad9ef8836b817220804 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4863.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4864.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b4bf5457a9e997af52bcac7e8023b5ef7ba31d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4864.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4865.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c384fd23512fd66b3cf4fe2058cb9404b1c907b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4865.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4866.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ac23518f4c56cc04b040147e746321c70c6b551 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4866.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4867.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4a8b14861fbde54858a4f88e8767ac98f1c071d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4867.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4868.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32c71f415d796a39eeb2ad9b1a64ce0b1e6faac2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4868.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4869.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73407fcc4eb59b30991898f755219b699135d288 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4869.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_487.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19f7a2f303c591f35bc1416a00f8b6788ae96428 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_487.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4870.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b52de5996a75742c743cfdd49afb0d68920c58f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4870.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4871.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35489e4f3ed1e3aa4b412976647c302431f7b054 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4871.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4872.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e558cdce102382e21d211598fb735d37198b9c32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4872.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4873.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bc6ff9faf31a5384cf421c410ee60cd89da72a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4873.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4874.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fba1eacb2458646cd7de3c620e4c8f021ba66db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4874.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4875.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c91b1bfe05f14152731dcd7a16bbb91cc8389e95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4875.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4876.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..464890c97b22b497aba5511e9708ee90b86178ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4876.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4877.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af8c0c81aa3702f3c4758e56b20bd9b064213e1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4877.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4878.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1fe433e3674c66b9e5a80a44fbfebf14e521b0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4878.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4879.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c4de28552fe7951df85b9584569de5e2dfe6146 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4879.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_488.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..082e4e863cd7256e6f4901b20ce5cc77e65bd666 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_488.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4880.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3990369cfee80fc3ca2fb480ff8ec744b3070c6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4880.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4881.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2882657ac3da969da10142c65f611959902ed31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4881.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4882.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7d6dc45acafd4f828cd9642c0a9207c3edeb476 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4882.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4883.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1decd828be11afd5c12959b1efe70816d0e223c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4883.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4884.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfd2c8e6ec51924ee0bfec071db47a9f3e192a4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4884.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4885.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57a8293120352dfe47cf490bc6e9278affe166a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4885.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4886.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ec236eae930e14712e527b730c91f5357f72fed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4886.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4887.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7344433ddf506b7e6b75b3e794b4a2cc792b9f74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4887.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4888.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..330744cdfd76ab6e8b91e5a4f22474b20d6af124 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4888.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4889.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..def28098f4e10f44a2277913cb6c6798cf920ad2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4889.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_489.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f9f42f2380076f4fa22ed95f34da2e7e5e3a1ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_489.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4890.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e9637da70ab16668dacd22559d37f53a7f1cb3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4890.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4891.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3e1de8abcf0fca75565d013296e83e0a2c2805e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4891.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4892.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b21f6e8266f3500e0e8b07df50579deef6e3ea3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4892.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4893.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fa999ac33b4a74486200153392db6cd95d8cf53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4893.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4894.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0798d21c04e3a3161436d4cf4d0b3ae49d884dab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4894.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4895.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a705bbb4fda342e4a525cc0ec6db5bd6ead95984 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4895.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4896.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccff289c230749c119b939422dfbf1e41c3ae895 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4896.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4897.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c59f1c9b7890ed96a2d3b6d739c8de25438eaa1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4897.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4898.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2806917aa4c1f12ba5838f722832b45b0eb49c1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4898.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4899.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54ed71e5cb0af7fcac17c3451866d6b0e8ed61d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4899.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_49.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_49.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99031c2d02d5a7fdf9b1610b285421644750b744 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_49.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_490.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47a3837157c9e474f536b9d328f3f7ecc4625325 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_490.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4900.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19cadf672eed3cd50a7a4efc8fcee66eba2408d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4900.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4901.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd97d30663ff6688549af1f87740baeaf6279037 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4901.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4902.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73ca34559bbe7734b24f6bc7762d37da07d3de4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4902.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4903.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c370ea370100cd0bdd74adcd2a36af633b7bac8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4903.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4904.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7d5848e6821e511b2cc5cc3899d7635078370fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4904.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4905.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea2345f0d48cc1abf2a217edbc6073aa9ddf3072 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4905.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4906.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..422af07b158aa3baa8668591c7f7699fafc71a62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4906.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4907.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b143a5fc85404710c05c01bdd1419f6d2ccbbe54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4907.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4908.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43f17023e40751982d5ea88c73dcd9490e2a9732 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4908.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4909.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..849e1f85f207f7633063d83eefdfbd9f8673efb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4909.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_491.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b98651fce2304d5c30842855ee68e473f1e7840 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_491.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4910.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8473fec3a4735fdeec38b76f911c4efcefd36047 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4910.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4911.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd1b913cf83d93b35ba39e98a6b009e9a6be70c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4911.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4912.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a7a3143241f038cc0b19e3866185404176e5da5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4912.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4913.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..083f58d28d5c7bebb99731aa9a68fc6c5e502ba8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4913.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4914.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9016583207f2cc829eef8aa124d9ceb6175a2c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4914.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4915.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40d852108683ce250662fa5596f383013537dacb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4915.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4916.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c67f0b92567c80c3c1b13d630e48cb9766a9a91d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4916.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4917.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f90e37218fd0fb9ae47fbc6a7b89f06d7d1a54f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4917.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4918.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d980d516162db8421657581597d2e54f16d05e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4918.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4919.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdcfad973b45255f108444a0e9a9ff011dafc0a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4919.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_492.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee72e3fbec9125ea0b4ea8f3cccdac5ce6e4f764 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_492.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4920.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a99b15561fb7dd03838545d235a2b4698954970 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4920.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4921.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b36e63dc86f1664492367e8d0e9517ea25a1af85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4921.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4922.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb5e9b0a5d22766370402f08c7223925cb8a8cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4922.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4923.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feedde7422d03d8a6f9756866bb7723a9bb4cd89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4923.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4924.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..355e15feecf0d244a5b3d92b2ac79a9f5019df19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4924.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4925.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5942bb57d52d7209fbb80d60023bfa6d8da8936c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4925.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4926.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a1f3669915b6782b6688d8bb413c4398873e659 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4926.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4927.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96194fec54dc4719716d65cb04de074d5b9c9879 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4927.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4928.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a56f263f43ea28ff42937479cc1972690bbec42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4928.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4929.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22bd26936c76fb1823c0ff5da0b5ac1fbbf2fd5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4929.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_493.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81594ce10c28034c98fda2c9d7bb297d0c07f933 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_493.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4930.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7638b45063d57f9005fa7152bb928877ca2c2111 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4930.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4931.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cd84bb2f387371da5e2492dee3a0d66bebb4ce8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4931.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4932.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a6b4e02e3c017687c27089c5653612565c7d6ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4932.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4933.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..954a22ad698f8267b14833b1290789380a03071a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4933.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4934.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce6e957a65cc5a1630482742d5367f44a228ae94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4934.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4935.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c934ad8881d10e45a2880cd9cc299640cd0fe8ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4935.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4936.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da5fb39112f3555ae526734f85f4b6742969940a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4936.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4937.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9882d82de2c3167c0334a0b3eac3cc2c97c659ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4937.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4938.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..beba75521ff598296cb87ec9425e1c82663f1efc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4938.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4939.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94e4b757e10b36f8e67da6089636a444485ea1bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4939.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_494.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f784c2bc9a5463b4fb90cb64026d65b3a1fc7b0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_494.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4940.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8987aff7997a44ca1c80288512d67aee589272a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4940.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4941.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7b1da89607cfe242347ba6b2d6907859ee00882 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4941.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4942.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e32e5345eb1c3891d169540a90110840f7e4601c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4942.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4943.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..701d5d19cc0d1ff7528b63fe4a379959bc257234 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4943.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4944.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..823c48a3dfc472cef896f8e4a79de7004377e692 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4944.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4945.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c17cafaba9a4a8a47e1d7c30de96346463f3ab53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4945.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4946.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30f7b5f84a3a82e24a84de4756871674ecd2eeb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4946.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4947.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f42efbb8d1cbfe8f60a98dd94dfab53fa6d83760 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4947.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4948.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8767a971bf9e58d473b97f8192bce2433dc0ea9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4948.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4949.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c70fee2f8071617697e0515a81d481341c878c47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4949.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_495.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6f1a7cff3294ab4553fa721bc12540aa4800d60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_495.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4950.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aeae35a19c7aaccbd9386fdaa772f29ceeadfb01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4950.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4951.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b196678b2da3b7ba8e659897d5743da368fb0797 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4951.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4952.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f723529d964943bff4d293250842759506f4deb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4952.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4953.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fde32ceaaa5bb346548cd05e073fd522d0ab80c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4953.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4954.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e499b85955763e181367e94f073f4db4de3831aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4954.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4955.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9f5a2f020f562a5946e86c1b5ab3120fb4b4d3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4955.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4956.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7270522fac362a37b32b8c56e7d049b4a891571 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4956.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4957.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16c39153b63aee8a9da69be214db3c9413c47ecf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4957.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4958.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf3c43c698a85ce5654989d839d6eef7f3629ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4958.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4959.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b88e0f03969368bda2d2a1d9cc8e2de1762535e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4959.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_496.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61e077d5af9dc76bae7e83a75a1b65160171474b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_496.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4960.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..167cd4bdee87b60308f630556bd2f9b406601026 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4960.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4961.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8886142bd5434a9640f653bf18ba1f8dfa45dc68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4961.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4962.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b63401e4dd0db16039aa4de95ccbe8f28b67ef6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4962.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4963.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8127a456d8d207f8b95badc7393da9be74914055 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4963.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4964.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b0b14151f771f32edda97f85fd5feac2e3e759b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4964.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4965.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e590c58d9694bf1b4d7effa902a52ac91542d79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4965.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4966.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9161410db0d4f6efd4a17bb35a0cfd3bbfe2953a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4966.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4967.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6ebc0779dc2ccdfee1179d2fac6bcd54a490759 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4967.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4968.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b84316279de2aa4d7e000b00f8a6e93284defc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4968.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4969.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1358ba048d3eb8f67380c8c70b765aaec8b67edf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4969.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_497.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3c72caefda4a2e50b1433ea2f150164e4cece89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_497.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4970.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c2105c82693c9bc8b5b28b84d1ee39ad89f9a31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4970.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4971.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cae9cf6a8121191817a0704c20c25e018c17d49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4971.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4972.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0772943b887963f538c90e28fe9d01890513f91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4972.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4973.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d220d07ed5621893bc81f82a025b931b6d2d0a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4973.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4974.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d52b950017b485d4af10f4a9c08e4bbbe4d9084 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4974.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4975.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b48e05349a51dd1bf8edfbd5b7d676f31f6e57d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4975.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4976.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eedcab6fd2b294ae4828fbfa7a9eda156d09cfd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4976.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4977.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f17fa5bae9eb3878ca0abb0598bfe2ce0da82a4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4977.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4978.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9e749288bc632bf983be6c5a03ecf66490924d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4978.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4979.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21f2676ae786334d3084ad2eaebffcbca317bb5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4979.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_498.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be0289bb95ac311ecfddcf2dde63328e6cf978ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_498.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4980.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb21d8f893b5ee953a50d61ded836e65b1aaf7f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4980.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4981.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a914675ae564f9005885b146024ccca5376c6c3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4981.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4982.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25d7b3da32a4ea0b8fe16ad66323257285b68175 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4982.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4983.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8591658d8032d2e32017d1f4108502d2b0262dc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4983.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4984.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..530ff0c6e05446bfc79e4eadbb1c8cf1cd6c3180 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4984.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4985.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80da60f8826f4f415682335a2e3838fc20bd33e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4985.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4986.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6590adeb748a19d5cd77bd2f217d85ebe0b66390 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4986.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4987.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18a2223c3d184e801c1a3fb88ef48368baf93a81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4987.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4988.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9ab3cbd52a77facaa22592da564bb166df8826e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4988.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4989.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..404128644a3d762f0c32803c4235d44e7a267242 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4989.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_499.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..841ea3a18685935de3bce86b5ec21451c178175d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_499.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4990.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a0d33a3dddfff5fdc2c52947647aad5f4ced7b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4990.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4991.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c729022c170f2431943fcf9bc04891e090408815 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4991.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4992.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9166ff2a4e3a65768d59449858902d2bd519e02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4992.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4993.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78387816196bb8130b9ab0f7d4acd2f0e135a633 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4993.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4994.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99526c81d4528935fda9d1be3aefe87be545c01a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4994.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4995.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2999ca2bc4b00927d2013fa24891ab69249a565c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4995.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4996.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bea61c086e41aaa7bc5a50783aa072716cbb4e27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4996.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4997.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcc240f156b3900cf3d136635e19da32342866c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4997.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4998.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..911eec93b1ea5526d6e4fafb37aa3de9a0bab1a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4998.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_4999.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_4999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41a9a8f096576a7336e908ebaf3af0ae25ddfaae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_4999.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_5.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_5.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f50bbfc4b5052359292c26e0b1fa065f7ac91515 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_5.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_50.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_50.jpg new file mode 100644 index 0000000000000000000000000000000000000000..319a3a951bdd07e485e55df4483dd6289138faa0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_50.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_500.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf789d51a6d11c0248eb9cf42cb5bcacb9c28a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_500.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_501.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3482b75f37d4cdb63e2de7e6a6381fd486063038 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_501.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_502.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..970ac1f16739e30bb8356fd341d68ec83d4cb0a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_502.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_503.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22024f0e1fc48e48eba1a903bf4c5ed11c422824 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_503.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_504.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d3b3c0c49b57db95d7d5caad8f16ce57db096c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_504.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_505.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7861e2c77c64cdc0461a725ecad29010a7eb184a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_505.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_506.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3367e3cc19c105c1ddf4c4b373d887053cc1acb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_506.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_507.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..169fa34fdf94f41cd7a889dc21a886ce0e62d681 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_507.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_508.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a867dfc74a09d51f41d6266c1ffae783aef92b86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_508.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_509.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e12b932dd5b4455cc0321e7c6759ae4c4765b0ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_509.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_51.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_51.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7fa5c8d98ae9e455601b59e2659b24e074af992 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_51.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_510.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d6094fcaadca54f2d589adf9cf8c37335072bb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_510.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_511.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d22854b3b24b44abd1aa28cc253fdaf77890f91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_511.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_512.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34516ebe3ac4200035311dc62dd863a202bbd22d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_512.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_513.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c22f07dc62cb344848e2017124e443da54b88201 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_513.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_514.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a39e0c8ac48345859a96b76eba7da176fb633156 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_514.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_515.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daedd81f2de925289f95b842016b0cd7408c2a32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_515.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_516.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00864e33bf9ef2969c3fee9653c520068dba344f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_516.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_517.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbced8e4a3aedbcb3f51bf68b9855feb46f4b0a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_517.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_518.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177285ca8350a091cf4f4f2e640725b562bfd78b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_518.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_519.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db8445a820c229ca0998e88d8a0b88f25005bc69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_519.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_52.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_52.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86dbebe5eefb9c1116ec55319a25560f77ac2dd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_52.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_520.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..302d160a43b273be043a557b07f8f605a119c232 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_520.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_521.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aff6a784af6aca6d3618028a5c221740b154a7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_521.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_522.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a77934cb8d0acf37617bf0a2f6a51c1420286f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_522.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_523.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27ac9de3e1756ab030526020d3dd486f7766af4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_523.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_524.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49b46a75c38e39f48fd053fbb443d6495392e168 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_524.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_525.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09c086a868a0161b66c7d3610efafa674c799139 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_525.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_526.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccacf165f7848ffcc086b64b7ea294371a0ada64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_526.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_527.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c768b8d81d6c1897507690b560372438c479853f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_527.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_528.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3131c3ac07a614e78c9c084ca1e9ad212ae47c6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_528.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_529.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2f581ae217325049fcd006ef401fd74e4e45476 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_529.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_53.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_53.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7775715648092ecfb09dbdeaaf8b2e10bc300a50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_53.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_530.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..423a2247e40daaf4bcecce547e0f837cd97b9497 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_530.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_531.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ed8572212f8271b3a6f8f77d2228b19b47df5f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_531.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_532.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8827fd9f87f5b863aeff43d4e0eab0419131e62c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_532.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_533.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7db7ef5bafa6235df6a1243cd5d5af37e6ff13d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_533.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_534.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9359b9a5ba2a9c697771f8228ea2ac7af15eb4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_534.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_535.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2769933c3b30d183f2b47456e7516bae0a90d7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_535.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_536.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1333d5a15bd7bc496ef59114aa798af5dff33ad9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_536.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_537.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..092e38f500026918416ee453eacd788e14b05cc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_537.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_538.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbe9a51a39c7b86fc5929416661fc1620c46f1df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_538.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_539.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e29a1121e4278ebfae3d76122acace07a84a4c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_539.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_54.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_54.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c34cfac238b741c10caa2603def9f044cecda5a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_54.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_540.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30796d3def04595fc181ed6d0e3e83decc0ea97f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_540.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_541.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc23e55b2092a5b597b97b2c327a20494aab6ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_541.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_542.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88f8359292dc66eab14e0a52ed33e1494a65c03c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_542.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_543.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..042681047a8ac6b004024fff03466ed4a697f896 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_543.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_544.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a0b4f73cc25e33c26dda763139a45d67e1b78c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_544.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_545.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31416294bf78c03e059c0c64a6334d955e3fff29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_545.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_546.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb18f7cc9e17b92a73d88cbff0af97e913e2d29d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_546.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_547.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79c4124211aa5e0a6c757efec1ada7b51c347df6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_547.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_548.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d46a5bc2d63985d63fc7167956a55f52b6bd645 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_548.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_549.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14cbcfbe79d3b7608d1048657e5f5313d9d37aa9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_549.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_55.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_55.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c626b8152078efd45b42bc07b867653a268ca4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_55.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_550.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96a0cfdcc90c699523b7a54107c695f7e7ca61e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_550.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_551.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b06f8bafa130ad9b5b284017cf271f1c8a6ae27f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_551.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_552.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64594fdff5dfd526db593677192377d516e8281a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_552.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_553.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46997ff0fe12e66b93bfce331b11e5b1aa27654f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_553.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_554.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb8e3bb1dda0ae47649e078e3086610f3bd17ae6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_554.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_555.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f6fc7c2fae4f4b5cbac701d7d352a1ce7d9b939 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_555.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_556.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa9700cb27bd3e53d68fd8a036120186c7940fb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_556.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_557.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3aa529def8b44446ddd75f25537a1f0ce4f80918 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_557.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_558.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4031865d518b59a6010351187e0f217e6677c5ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_558.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_559.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4df50987ae461208f6ccfa834a7e7e4e6acfed84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_559.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_56.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_56.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f28c25a6a8c668c86b32d8cfd10fff9259fc3a6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_56.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_560.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7743ebe4dcbc27330e13199b18e0b4b55da11265 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_560.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_561.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a855dde48e2fb7d4a07b745dd93f6b32d0548dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_561.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_562.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82cd572ab1f35861dad59634cd189634042920be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_562.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_563.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c11d513b114257f37913737989be4e1a63c96fa4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_563.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_564.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a805ed4a7b5243b2281bd4c6018a190538bfa813 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_564.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_565.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8a73146b2e328ff80ad445b7746cb00585751f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_565.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_566.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..701d1ba70cdfa13232f5fa686f4d2cc8c94bd9a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_566.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_567.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53440676760653f8f6f837c957e4ae5bbc2447c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_567.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_568.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a07366bd3e098d5802a7ce5b4323d84dddcbe03a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_568.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_569.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b55cc9d1bc73dc86b1b74c740c89b5c3135700e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_569.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_57.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_57.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48bf0cb3dc429a66143aa117b118b7f1809a163f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_57.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_570.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38e6b50ab2ed4bd84801833d144f29d08bfa9c68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_570.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_571.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55b1b7f719f926360ae708300e8b8e9b74a0ba74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_571.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_572.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca7b0057f34c5fbaaa349bc0bf256b50697dfb93 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_572.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_573.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39e3eb672f3cdf7c8896dde83a3bed139f0f5d03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_573.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_574.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50e1a7be48812f830bf2f7e70171564e199aecd3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_574.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_575.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d354a287c3bb0d407b3f32273e49543708663cd6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_575.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_576.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ca41346608e97215a6bdc93da9fba2842e44d60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_576.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_577.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98338dd55a355c552b7065a4f296c470fd8ea657 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_577.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_578.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0c7916c5216072ea0dadba3ce40fd2937f0f602 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_578.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_579.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b1767a48c10c51348fdc6a32aff84da0c3e6296 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_579.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_58.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_58.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c4171268a70232fae2b64a23144feb45b669127 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_58.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_580.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e402ccfe45ae649cd1f1f21902b677f212fafca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_580.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_581.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b07b619712e3c683495e8dee567f6587fb3c438 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_581.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_582.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0a5a974dd748f755b39e7783fc7e2f1b849995c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_582.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_583.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4900dd0029d28da2c7a322e0b8137607a7ffa756 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_583.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_584.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad4b374f42a761b474fcb7f22262d06a4f3447d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_584.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_585.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce679db9e3eb5ceea3c0feb54b65866a5d664c13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_585.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_586.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4322e8816348179eb7f0060c23c1ffd3e44be4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_586.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_587.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a5e58d042607b429bce5d1831a3bf9e179a49f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_587.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_588.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..613b6950675e1a19eb46d8a44cb249b4d7d56a4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_588.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_589.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7540ef33f47366de7b0cd271760641fa187d6360 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_589.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_59.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_59.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ce5485684d58ebdd134531ec365277f6263e445 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_59.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_590.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e27c0ee197145969a48aa6ed1f368b42997989a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_590.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_591.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e0b1d3796c5e0fe3139252736912a460637262c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_591.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_592.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13185fcebdae73bbf328c9929d1a2648ce3cb5f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_592.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_593.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f7453de9a40603c619ecf47f1fc082d59eca338 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_593.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_594.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7abed13b965920bf1f3412db5dfe96f7fa481631 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_594.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_595.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..750b40847c4d7cf2c9cbffaa081fe5de4f140931 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_595.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_596.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ea1894b775292f78187966abab299e79d455001 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_596.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_597.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bba2c9b18325580d7163ea2e9eca058acea3f9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_597.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_598.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a42e7ae47296f146c3b5f43ac10f423221b7d44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_598.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_599.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9016bae7fd0f0352771fb3c69f9663b64cf52f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_599.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_6.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_6.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad5bf8e98bd3654e0ba0df7977dd51e4efca4716 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_6.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_60.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_60.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f3e0e81a44a7ef5d10d32afb03bfb04e166270e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_60.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_600.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66537651f1d52ce5d19f94018e9801c11c66f228 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_600.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_601.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..834d209a626cccc7732a26313dae0b31f0b30d91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_601.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_602.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6f6c8da8559335437fe3a1f0ec04c01dd88d794 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_602.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_603.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b491a0a55e118fe60e2c40f68cf3cfd4504909b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_603.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_604.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19bd0f5e64b7dd16fb21827e007e8a5a169516c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_604.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_605.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc04e84d3b6182bfb9dcbacf025561911731158 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_605.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_606.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16d11fd827b965d7205ba4cced7c5f01da96a447 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_606.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_607.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa5baaa0be16e35c1c5e2294764f841a85b97689 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_607.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_608.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb021a931e374c674123f8297fe7c2be84d01d8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_608.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_609.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fab7444e07ecf5c3e178004756db0b2bcf02786 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_609.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_61.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_61.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21b0f3510977573d670a4e4f9ff46afe644e557e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_61.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_610.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56ecc31e4e7e26d19b572e347cf2ae4db4f170ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_610.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_611.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f368a3daee898a7b52915821edfe7ee93382729 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_611.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_612.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4df28567e4644ec9324c49f4e72df067dda931cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_612.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_613.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8dc724bcde8494da5bf96bfb05a62fc3cc018b3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_613.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_614.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d56d5dcdfa35b2ce14b0121600d5cb6667157473 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_614.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_615.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2292c1590ba23baced8368bffbabe19fc4c4614 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_615.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_616.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b16408f7618575bd8c615066c48be89f4b7b95bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_616.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_617.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c9d6af8e4a51ec5f8f6712ed50cb3cf0f50519c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_617.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_618.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8a4f68349187e27709f506eaad5367e634e4b0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_618.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_619.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbcf413872391ffb6a59c1de9218922e09be9f41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_619.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_62.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_62.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9fe0b6b8f485a0f38a1bb8d0e1a37e12683e997 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_62.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_620.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae7460a05766bb4495868ed93a8ad055a30c811c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_620.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_621.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2700bff24a1dece3df658cf087c5f3f3a236dade Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_621.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_622.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c35b7cf0e4d1ca03abf560823236c76aa6f82c54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_622.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_623.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd9f17a2fdc99eff670aff51df7f5f38b25d8cf6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_623.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_624.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95b7c5c76bdfa1aa1f62419da338041beaf3d58a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_624.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_625.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90180a7e3600b1d0d2cdb6f4d5b78e1532ad9708 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_625.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_626.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e5ec8753bc83342ef5c98069ab492033010d690 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_626.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_627.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5476a3863e0d147e7071d88fcc7d14d53a179f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_627.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_628.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b5c2a0388d462c6ef954c8b46e565b610096328 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_628.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_629.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4718b5bed30a04138c2ce975ffb22a24df0f7b7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_629.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_63.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_63.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fde7d6a4d86e5273d182b449e7e3d5938909fb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_63.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_630.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39de834ba4cf56126580ae09b7c6a2aeb8b792c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_630.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_631.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ccf1f111d8ff8e6317ce95ae52206f404978ed6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_631.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_632.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39bbdc8488533edfd793b272fb7c0230051526dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_632.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_633.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14ee8fbcd717bdc96d93037834ffb1699cfd2b84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_633.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_634.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b14b5a107ddb42a082b1cbf7b6d97adace298cb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_634.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_635.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98496b4a0ce949421c072d6474854ebab7d937dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_635.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_636.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc3437019b8730986cc02e7fb1f245e371af406d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_636.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_637.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7921f5a799488ad227abedf9d0b22e0368599ce4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_637.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_638.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f022c82dbbfcfab1809cc081376ed649f54b704e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_638.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_639.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebb2ad66db1b69c851adc0a188856c4e3126c806 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_639.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_64.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_64.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a9c84c441d10d40f872fda9b4b0def5a7aeba5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_64.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_640.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ebd38b377dbff56484c4da4f244d6e25b18ab64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_640.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_641.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69f93575cec537487f4e240583eecda595a76067 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_641.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_642.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61b1c0d2361d21801434b0286041067e3cccf86f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_642.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_643.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e03f5da60ce43b56d0c36b4739ef76dfaab39c7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_643.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_644.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f40ae2786d720a59df33206e089bd31f0c408623 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_644.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_645.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01564afc33bd0a6aab64ef682089791fca4bb589 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_645.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_646.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a60af7fa6720475fc6a0861fa510ec575b896e0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_646.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_647.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf03febfb7b75259b4f3c5721787276a13b7a94d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_647.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_648.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..190e4f0c5599004c04d73858c2181e95279aa7c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_648.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_649.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff4b3c876c762a80f8fcfce1421f52a14889ce15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_649.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_65.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_65.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9372cb57de0ef076c1d9535445b0b42de0b7426c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_65.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_650.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ffafcfb582180fec8869db0dd51836c6059acb8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_650.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_651.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2237e792911a20dcb7301375954e396a6b1a2206 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_651.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_652.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fc73629395283358f7866c46a8d4f51fc98100c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_652.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_653.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9597837ef271f6aa60197ceca823c150ab7022e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_653.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_654.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..188da0f21f19814f7887df081e1a3a8e6f867649 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_654.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_655.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..530ff0c6e05446bfc79e4eadbb1c8cf1cd6c3180 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_655.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_656.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d860f302277d76ba89709e5d2673897db62d369 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_656.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_657.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b2d41af03ecc10fff5cea4381270be805b0d25f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_657.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_658.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92a9ac8a8d80654862153e9838b8a957ecbe8ad0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_658.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_659.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b36f97365d6204563936028dbc9a1b27c9478232 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_659.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_66.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_66.jpg new file mode 100644 index 0000000000000000000000000000000000000000..380842c6af0a69cfa0d9328838a23ed09b6afdbf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_66.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_660.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c2e032bd2ef1d647b0bae218c24459d9eebca05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_660.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_661.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acaf3e2d4fe81e85ecebd2c318b0c6fd534298d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_661.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_662.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3704cfd7b2c5aa175ca46e5d6effc6bfbc9d960c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_662.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_663.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf9407b6e33ef0f1cff167c4fdb3d6eef523d6ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_663.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_664.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27ef3da2a6eea02e07abce88b8e22802c8b96c8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_664.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_665.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7777e7bf131b47c0ec88cb390e6f550e2ed06210 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_665.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_666.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82c4d0285735792364896e4918e7fdbcad50fc36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_666.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_667.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdafd35226aa9fe24cf535c511988f252d6c048c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_667.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_668.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba197afd724782f32dfecbb3e55612462120b88b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_668.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_669.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2104bd84da78f118daa890b55a9f9995dd8fa4d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_669.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_67.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_67.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cba339b8f0d64b1fc5c6cce753672bdd6883ea83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_67.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_670.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc06228bbd36b0b47ada5f36e4cb3e28b14ba95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_670.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_671.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be1aaa5ec573b0589ae4903a1789bd8ee2c80b30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_671.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_672.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4756dfed961f9d9508a10930f122bef30042cf46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_672.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_673.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efac003dc814274a4a2858b3a9c4351197e159ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_673.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_674.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed3c9d047ee8b90aefe7e1b09d9c24909301b890 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_674.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_675.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1870ff9f3a6be629c41920ea4f62428e6426543f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_675.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_676.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90e35d7fcd67208f707a529a40331782ccee1a06 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_676.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_677.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1dbd123ecb48bc06b82fe7ece651df45808c8a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_677.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_678.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dbf5cf258590cf6cc4730da1ab8a1ffc48a5c82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_678.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_679.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47f2ad3e92c832cb6ebc79ed6d82c4ea4f947ad6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_679.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_68.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_68.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff9c4c252983bec11eb21162d649c21d0cc3d1c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_68.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_680.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0354c35e63fa12e20b624663d0014afc7c158dff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_680.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_681.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..371e57ae8bb35909baac8eb9258f445b9677e920 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_681.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_682.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..773aad9a6cddcd3aa36faae3c485006001b576f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_682.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_683.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2443984c8d6fea403b23374f7771c09f173033b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_683.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_684.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5764877c04b75cc0dafe653ba4ac3f13bc962655 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_684.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_685.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..750cd1dcb90a5dcc242a724c8346647e9c0e13ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_685.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_686.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e96f08afd286ca6bbf660b586df82db40b456e68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_686.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_687.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b578ba8b24da3e8208e62cb17f60a957a42a7204 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_687.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_688.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cfbf21df36dd85f0960f637c2984c674bac4f52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_688.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_689.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2eb3a1fd0f9facab8bc7229af2ca707ba663c749 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_689.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_69.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_69.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0893cfc84b94c1d8699df7e21a27074c2f1632da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_69.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_690.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9b26d79f214cf8768f2377915bd4a65856edf67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_690.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_691.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f89ac760928cd4b2495bc8937f6634ae8a4477 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_691.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_692.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf946e6ca3a85fcd75033b38545dbb41234e8ad1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_692.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_693.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22901e6312ad8053484e13adff9c91a0a94c3508 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_693.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_694.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8dda212a4544a9052f262684e8f44b22d793713c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_694.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_695.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..829234b62d89bd0b30c06e8cfeb05b3667664892 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_695.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_696.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6aa2e89fd4ee3c95b486c1d99bd53a7585fdaa1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_696.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_697.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..920bff3c1e6fd9d1e200313a86a35ff9858625af Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_697.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_698.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a4f660d9e080d16d43e3e1c7672a5f15c53b330 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_698.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_699.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56a03d469eab9dc682792dd1ae4cc8e314e21df9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_699.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_7.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_7.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33b37531d9a84daa3099b6f1a8848ed0f7e56f86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_7.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_70.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_70.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6be8ab883ec81e80270fc2ef8eff0eda3bce7c4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_70.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_700.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1c335fc26dfee88078478dbb9da49895217fb02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_700.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_701.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4197c0f11845be6864903e2f93a494241790c0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_701.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_702.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ab56a4d4c7b8a28cf9060dfa62478fbadd4a146 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_702.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_703.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b5ff81ac013777e745c2d12fdf02817db76da6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_703.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_704.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b23575eee5f33b3034dd22b483ec2c52154e0ac2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_704.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_705.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..233c8c67d0a3609ca5dcaaf6d5418ff02aacb072 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_705.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_706.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd2781ae3cf650863ec885d14f716e85877166a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_706.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_707.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..300f2d0f78e6179b27e302c326b918834f8ef402 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_707.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_708.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d5996ae50c806ee2a6cd98b3f9005ae09e1f572 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_708.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_709.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15b59b7ec7cf771a7fd80efc7f478956702406b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_709.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_71.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_71.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5c69bc95a0996b7990a45fb8ba3a7af46afe98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_71.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_710.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..895e5dedd7b630e5b43c79fc47cbfbd05eb82813 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_710.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_711.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84ccaa7592980eb0ce4eb36207b78596c3bfcb69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_711.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_712.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a38dd0ccd168c2103f4464cadcd8db9e767922f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_712.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_713.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adeb269f5876a4214591c302ccec9f9b7ff81660 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_713.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_714.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c987f29a90b1d91a0653ffc5d1529a39a229c3c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_714.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_715.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e817815640b39b12ad172825dc0b6612befdce2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_715.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_716.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cc18214936e76d006914f3067b41a7538366828 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_716.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_717.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..130705282a7f2a4ef52e262af18b8b44b48208b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_717.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_718.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe64d124e96fef8f75a4e5499c05bff243a65429 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_718.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_719.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d550260b8511b779130814c483ffc15eea685fda Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_719.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_72.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_72.jpg new file mode 100644 index 0000000000000000000000000000000000000000..075508eba5f9c7f3d2e63e40924ed7e3977fc5fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_72.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_720.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcc9d39d1296feabfab088b669ce0f8c272f1ab6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_720.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_721.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bfedc3f933c3bf441e81ef9ea9bd4c716a84f78 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_721.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_722.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7ee439313421a9e15677cb87eb6affc232751d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_722.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_723.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a07fc6f80f1b044f787358e18e430fe9f1dada8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_723.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_724.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c8c75006a8633320361931dcc645df0892848e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_724.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_725.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04abee45ffb9bee2efbf21af8a35862a1e98f6f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_725.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_726.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d9eed6a89241c3b6f0063b2238303b37afd44c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_726.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_727.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..549b224ad63b4df76165743d9153c54ab106f8d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_727.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_728.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87b45742ec7f958b457cde66a96260d87a710da3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_728.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_729.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2caccfcb0fade74ef7cd74e8486a88220f47e59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_729.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_73.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_73.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04be96651a514574d2657ebdbb564fba8ddd770f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_73.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_730.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d211905ea8226d903c9850899838318d305d491 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_730.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_731.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..441ddc85ff0adb3432337e49110f6b56df70247f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_731.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_732.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82248d8d3759c0cf55a86a90615d19a10e6c5d07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_732.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_733.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a53e169c7baa5d616bd3e96e49a7f628c454041 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_733.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_734.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f57c0972509548fb5281550e77ccb9b27d1d65d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_734.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_735.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d48fcf284d1d87e4bb5398e1ff306399fe1b5fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_735.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_736.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d60e1a49470ca3e50e53cfacd01efbb2a1ed9b89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_736.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_737.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f886ba39f41f290a6ea8243a1fec841197836bc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_737.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_738.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1ee6e857e1bf5ff0755e97739305a4f2a7de6d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_738.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_739.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..817cad8acbaaef862f45e47a887ff706e03e15d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_739.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_74.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_74.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a72fad323af9169a75e9e59641d373e8a1f7078d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_74.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_740.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c931fdcaab072a689c8342d800c5925da69ea8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_740.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_741.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bab0427397ca1208e39417ea2dc47abf16522fe4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_741.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_742.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9252bbaca11077f94bd340a5b8ff230e127e6675 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_742.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_743.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ad54e05ab8b7938e20b6e75b8c95b767826c7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_743.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_744.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6a71854e57b9102d474a89b62e015b251f258ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_744.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_745.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60d65d3bfc4969c7efe9f5e5c4e2daab5d3f9741 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_745.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_746.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b2cccd3027aa5fd6f5be54cd8a1a439aebc6ca4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_746.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_747.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..374266b515ad1ae5931bdc5bc2b3e1146ee9e54b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_747.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_748.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d1dcf84d109a18bb36242874a8d99aa1d9854f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_748.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_749.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e15dc517ea3153d2003b06301b5f7f3a922b956d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_749.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_75.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_75.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff7bc9c28940a50844b03fb8d9d1a9002fad0f05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_75.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_750.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac7a2103d4ab1b30d271c409e6908e1ddaea06f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_750.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_751.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f967bd2c885b4abb6e234d1ffbfc1f8a76663f42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_751.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_752.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d065f76bec8fc3ac56a4ecd7febdf3648ebb961 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_752.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_753.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b259212bff57d4d7dbe1e3ea0b92c71ce2f5dd6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_753.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_754.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6176dabd9c02d63834c99cc2dd2abac4b3f5c1ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_754.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_755.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61974e8136e6e74dd26813f925108348b5677fb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_755.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_756.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b989ec7e3599d556dd62fc67e2e13ec2e9e9e623 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_756.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_757.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7d3234eaecd5b986c3001acac8b5b4a9a37ebd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_757.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_758.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50e2ee83977597567a448ae156387e9c40a0320d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_758.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_759.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..748c775647cb26e187bf413f8ae12a048f49178a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_759.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_76.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_76.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97c689cf519878b44f4d395776393024f1c4a254 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_76.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_760.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92353089392a7b5b8b77791b2ad56f9207ab3cb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_760.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_761.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177ae59e6b379f2e101e3f08d8b0871477efc63a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_761.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_762.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8c611522e758de21eb9c7be61a1b130274a5250 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_762.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_763.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71c8e22e7c03d739e2d2a5c563cde033ecd2e119 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_763.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_764.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fd6493921ab7534d4a08b05dfcb970574b75d57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_764.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_765.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff7bc402e5253b434a6d540f97f5def4b6727bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_765.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_766.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ed68e596e295f8db93fe13c815a9aaa9d91d0ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_766.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_767.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fa34858dacc5eb8bccdecc551e5637486e720b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_767.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_768.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8073c448460a148ed717d4c390b77adb4f63efbc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_768.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_769.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67fa7b829a50c1d1825ae12e88b1436ebc9030d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_769.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_77.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_77.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7511a2c352075af8903cff9cf9b94df5be8a6eae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_77.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_770.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0268a5d9e1e719c61c2ddda080964cfce418213a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_770.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_771.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db82269ccc2c20bc4132fb5b1b24858693753e69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_771.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_772.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..272612bc8f37b4a0e6269275b95e1c776c3309b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_772.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_773.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b846073797a2dc7fc7d640883b34a906d00b217f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_773.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_774.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40d4da5735abb59555751d5e930d84d9d904d3a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_774.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_775.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..584bbfcc9f421b3e9ad78689c45674401c6e9476 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_775.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_776.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05ca3c82e5b3c27d8c7f6b50bc4f47b84628bd37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_776.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_777.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ff9a990641eab2cd816b9b43a5e75b5885cca8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_777.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_778.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f9f007742c326486473a21ae0ad091a20654873 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_778.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_779.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16937d4ed5fd7b15309483a4751d079f46c21f82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_779.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_78.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_78.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07e7903135b3eda83372dc9886dea81ab7192312 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_78.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_780.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..736cd90568394676a691064d0752dc2f1ebabd6a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_780.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_781.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84870a520c5fa7ab319eefabdd856a73d4f28e3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_781.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_782.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c9d4c175c4834ad223da7cb7e8c9720612006d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_782.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_783.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bead27eb607a83f80a69a821ceae2befa7f884d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_783.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_784.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ad418b03d99762051e42f0c68bdd8ada5e6148 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_784.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_785.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9d2a5c8efd3346c905d28d5d89e5a25b5df0234 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_785.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_786.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55bf1b940f61d944e7df5006dfd6ef62cdcc5fc2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_786.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_787.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3c9f17637c91b090629bd3f59f4edb35a051c21 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_787.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_788.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed1f26d64087220794b76288cb47c39cc34e02d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_788.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_789.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1d2e83ede2fc6df4589dbd4a4eb40bcef30789e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_789.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_79.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_79.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d0238efe468452ff5dba2571a0dfdd62ebb50d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_79.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_790.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d75309d6ff9aa09cecafdad06d996c3b44ca418 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_790.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_791.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68652fb404ad76e77fc6a1509e88bbf6c8e3c6fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_791.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_792.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0802f6fe2cde43e54938659c6241b771926d650d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_792.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_793.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54d942c2e367955a5798dd7850b584b4e97cca91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_793.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_794.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21658ffd462e365677ff635163ae36d99a2d13d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_794.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_795.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c51b75f948dd97c2f7019a0a7f885b98f118be03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_795.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_796.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b868ada245e946103393c4d85dd3785a740830f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_796.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_797.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d04057f1ff8b4dda481e2ef1854c2c1213336ead Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_797.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_798.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c41a421ac41fa2058870d73517acb118cf181245 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_798.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_799.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da0797fa65a6b172eaa8c2cd5a92ea2a52003f57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_799.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_8.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_8.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f94c6dcc46625fb2929c514e2ef08f5fa5a2a4b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_8.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_80.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_80.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86a83938dadd2fad93be3e08326ba3d73e8dd0aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_80.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_800.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72eba4d1c68f8bde9a0544e4ab3b7ffd8a2a1195 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_800.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_801.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88f193fa229667b62f1105eff2dce01a9856f4e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_801.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_802.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..782d0c05a19e678228db2f8de2374df63ed5c232 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_802.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_803.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b43b204234bbd2817c43df6e2a71778bbc6b8257 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_803.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_804.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58afdd3e0a481c047c92110625c677e615c5a726 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_804.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_805.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ae5c9f9cddc00de894fd376515da5d8e70b7e1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_805.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_806.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4708054823f293a8c3aebd25ccaf6653d47cdae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_806.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_807.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc8c9b728bb1408ae601f2184d40a9a28d90866c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_807.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_808.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691a1d0586bc7ea8d052004085a8f6f2b3aa001a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_808.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_809.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5277d8eabed4e20f11537b76aa1eee6257079ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_809.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_81.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_81.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab66208a018cc41fdc477095c03141dd118c946e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_81.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_810.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..119f7d6514c08c31499f0f14c97a0bde05769eac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_810.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_811.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..144682950103a357718a3a5fc7be5d7a7b57ed73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_811.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_812.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14473115baabe83c3cb2a566321308b7ad4c72fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_812.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_813.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5efc7eb73528e966c61c360b94f039dd7810a9f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_813.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_814.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae0975cd80aea28a085a7684cb582e9f3e640078 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_814.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_815.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b44b969012000a333be88f29ba26590f77ea511e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_815.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_816.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..125126c9ff95b126e6f3f5e4d1c445f3969b0132 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_816.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_817.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6152a61ce76bbdea34010469c5da662ce84fdb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_817.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_818.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f83e648c0e068d4a4be02d1f70030dc0292a30ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_818.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_819.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4c921425de1ec4323510e10146cbdd77c5c0851 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_819.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_82.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_82.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d4fb014d41e18bce1c3f21b184d5973166f204 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_82.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_820.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7793fca9641f46206edac6eb0751ae5e4226bfa4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_820.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_821.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21f2014dcc1c5e04bbfb5d6aff575c4614912fba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_821.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_822.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7398fe1ed73fb029d7466261c34b10e79bfa8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_822.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_823.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91d3e755d534f52c8af01b1500f3e880279013f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_823.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_824.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3f964bde435beed6e334ff4d97ec4c0a241a5c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_824.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_825.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80c01e5af5337f8a95918cb2c7d11a92c29c9480 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_825.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_826.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0df87c3571be18c7bb1deaac720a93469733ac85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_826.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_827.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48da8a4f5f9229d71c33effd54d360b179a490dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_827.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_828.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f66c50d0e6734dbc13c07ad0bf54b60a53523e99 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_828.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_829.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3cfae4ad83fd713b23aff6fb74eac8e9bb7828e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_829.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_83.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_83.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0dc6b79c7c2f41d3377c9ff6e61f4f96b0fbf64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_83.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_830.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c20d2749b3de93bf2bca198d8bb081e3114224b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_830.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_831.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08c3d71b25b898863e158b29ef6fdcbcece647cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_831.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_832.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb934c5a6e7487f846ee615d80d9c7f4ec4654e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_832.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_833.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88a7da17a068a9176144c8ccedaa7f67ade221ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_833.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_834.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..640a6edb8d67b64beae27b2e18e5507e215afb24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_834.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_835.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..486f49c45fef2a9d1d96b33de24988e19d52b6b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_835.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_836.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..076186bc5a5a5a6a98dbefb6839a0431438b4289 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_836.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_837.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..779a6a21072088f8111b5990e28e110f41f18b63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_837.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_838.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f27d2b304d919adf4256c0b96a89a4337755591 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_838.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_839.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a59a5f64a8189b3a1043057a6c31db4f24505920 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_839.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_84.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_84.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5674a2188d2125cc6961c3a3050aa135d370b14f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_84.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_840.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dae67fac43bf36a5b08b85b688b0bc4b8a1c2e82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_840.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_841.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49b4752dacd1ab2da8b6de1c6a4eb067442ad8c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_841.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_842.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d50baf42dd2c145661b606fa442bf6c6b9004bea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_842.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_843.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b00ad645335f36d863c383d829046253d651b5f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_843.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_844.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3859fafd27298fdc99b36c7070b70671d4130a88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_844.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_845.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63f47a443f9fbd66be61b68ed7d12160432665e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_845.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_846.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..678ead17044b6c420e16c1fbc41e3fc430a141c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_846.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_847.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a14c722e1c80d34ee610df8231a159d5f2e0d3ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_847.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_848.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11b089740572492103a0db92e3a3b8bc45b162ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_848.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_849.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd1136d01685947725336ed0584617abd689e8c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_849.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_85.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_85.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17282996614e24cf14c3cb5331a852ec320860ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_85.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_850.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..318b12b35b256beda2e4ed28a197c0612377909a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_850.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_851.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f7020188cf169c6e43a3130dee017d8defc9950 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_851.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_852.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efa8e10db6eb3a0b7b35f045bcc7ecc77ac18632 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_852.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_853.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b0568e34a4073764a6e878cc5eefc1f73228493 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_853.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_854.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8d34bc26438909c34d9c02f5c5dc1d321262036 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_854.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_855.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69da2b200459adf0277e3cf586a017c810b597ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_855.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_856.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d25c2ec72704314b60a3decb780f9bc3ec94d67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_856.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_857.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6096deae28c6f91729d60f84c0edafb37d990230 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_857.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_858.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30af3720c2692384ef142eeaa83f978cc30d7ca6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_858.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_859.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ad35d50c719c609ace3ad677b7ac9668a4af6c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_859.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_86.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_86.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3454120c35ff2fbda9bc80a1c19b30bcac81401d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_86.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_860.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71e840e1b6c031dc6ea95a882abe639e915de733 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_860.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_861.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a1cdf272210f0718a664fa91886f29cb461e279 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_861.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_862.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c24e6f0cc208ba191507bb0ed10b2bff0251f7f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_862.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_863.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d174f5a950553de12c936e2a40b141ec879a0faf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_863.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_864.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7db52ebe74d86d567de1c850f7569afadfb71ca6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_864.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_865.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47e599bd19909c7f75dd075112705222d9c9f304 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_865.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_866.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a6763a2ba92a0faf2fe67a9aa97e9ea8ea0c063 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_866.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_867.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea90dd9b1a959b2efd0ead43d01223394c286a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_867.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_868.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15512695ab062f0e2e85bc9ec91c5a60e474ad71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_868.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_869.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38abef4b5fb87d60377c69122e71cb6baea6527 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_869.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_87.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_87.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bdd8a5897ab89b054cacf736cff67bdc048522b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_87.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_870.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0733851455fdc4554f1350c3ab30b051b2735b9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_870.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_871.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d19343062245aae898ba2e5b8c8a93b24d44cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_871.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_872.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75a714e14b84c9d019df51c7d21f3209cd0f1621 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_872.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_873.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00844aae5bb374ec6c5fd475d13672e6d146d94f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_873.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_874.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78af549c10b8020529abc1314d9b3a01ff42de8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_874.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_875.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4cd2437f5a26f272172e7387d0116c9ee21745c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_875.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_876.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a31ca3df04b6b09c7dde50eb6334e63ef8a4588a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_876.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_877.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5bfbbcd5ffe131331e19fb71f9b2be041a6e523 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_877.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_878.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffd9cfb9cc7e9bf75958b09120a40263c88fb5ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_878.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_879.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd4f0fc7049f2c3e0ea36c1fdefc78c8e81e66e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_879.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_88.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_88.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e0285ce9f0ca0e4dc44ef7664ca9250d67e8f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_88.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_880.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9e96f5f381717b218d766c17049cffb53a39df9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_880.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_881.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c729a0b317342ed5b06004410f9dcb095ae01b38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_881.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_882.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec2c3e86686f4ac6ea70e7431f7755ce9f6fe5e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_882.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_883.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c22eead215cd04a973d262d3f1d0cbd72fcee413 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_883.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_884.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09d001e4e9fe4c06f5d1f53b655715ef68b71f40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_884.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_885.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af15ada14a5b8394455637d2d542227519ecb373 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_885.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_886.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f0e86ddd73cded62e31d1c925fb77478b7f23aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_886.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_887.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3773cbe8e1a62451070e70f80de157f3ea020770 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_887.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_888.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7774d38f905418a398f5a2cc37fc694b8203f45a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_888.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_889.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2b517a139e1b2559f4b45d0a4b9148eb28e231c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_889.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_89.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_89.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ce821ac8b7897c29dc807b385a480a449f04f25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_89.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_890.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4376b10452225bd326abf459b8efa98da3fab02b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_890.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_891.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9277c7a90f3bebba752edbaa4703fa3e98f40e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_891.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_892.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ed42757e1c8e504ca57be5a103b7dd96c355e01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_892.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_893.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69069759114dc25dd1f0638bf19a098b3d8e63cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_893.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_894.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..549b9ff64c3f067638c6952d014a444793160de4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_894.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_895.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..161077893989e529507a2ff04cb670047f5ee3fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_895.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_896.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0428cd5d6d5739b16c79db8a08b652cbf5c14c6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_896.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_897.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32d608aa023bb5e99011686dc043404c52f36128 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_897.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_898.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..953611d2cb286313cbfbba7cd15b47a2942a70a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_898.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_899.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b837157d8c5e5923a66b4ebeb827aa4dd08813c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_899.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68cdacd7fee27114b8d54f87f9d6929c32d30b38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_90.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_90.jpg new file mode 100644 index 0000000000000000000000000000000000000000..043b132d2bc5ea50c68f786f510a81a9fe082a27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_90.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_900.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a33f3880b39339f79baf3a4bfbb0827237e885 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_900.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_901.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac74a168c60003e52bd3e5ead62cd51c5bc7506d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_901.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_902.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cac0a2c47bb9a0c64d35335293076213fe747e11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_902.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_903.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb16798323a5697858753d003378043a5d49571e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_903.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_904.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c54db98473c6856a1e3f140869961aa53eed07d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_904.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_905.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14dff9b035599bf7b062390434b26302b79af7bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_905.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_906.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71633586db731f18e541e549249360667042d107 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_906.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_907.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dfc796bd14dd5dfb317d3c1902bc104124af2cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_907.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_908.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0572ac0fab0bf71e66ed58ab76f982f4249a2d54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_908.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_909.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc24327327b7bfa0bf9ca5087c7cb845fdbf2f60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_909.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_91.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_91.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05c70d99158894027c0dc3d792dc158505311651 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_91.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_910.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a3404621e6c7345576d78a4797a799020ff2c68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_910.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_911.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9904daf85f740683f57f952ca9c23464a07f96a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_911.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_912.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42d2c4c1adcb6eae8c47d9cbd09aa69f4641f16a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_912.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_913.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c634777b7a4b9df4e24ada4aacfbbfe8ae1484d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_913.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_914.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010e1defa3eb4f29e2b04c0196eb8e070ba5a90b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_914.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_915.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1a74988244d6638fc130f50aadb0e330b1fe83e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_915.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_916.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13b5644740b2f5784f22466199dec0dea634ca83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_916.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_917.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc4cfeccefbbe6e5596e3b7d2f1775d26183db30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_917.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_918.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a05114263e4cfa479970b7bd67f82444bdd0010e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_918.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_919.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77de008c526cabc6b5d99b24086c9bf4d233ec47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_919.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_92.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_92.jpg new file mode 100644 index 0000000000000000000000000000000000000000..585e3e8dfd60b65b491207c8e765251e447f8e1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_92.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_920.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3a657f0db3d1092690648b3c9e73250540b15d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_920.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_921.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c39d7e20a5bf2a88fdf2be1a050b2db4f2caafdb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_921.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_922.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c62781b0935da2054e1f717fc2ec4f44d91778b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_922.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_923.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ff62e130a6cd9947e1c3735b9c0cf1b59906873 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_923.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_924.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5040e6b799d04023e0e6b2d1aeb292595317d918 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_924.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_925.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cf1b28ebc6248d2ae1971868b1f80077ae6c758 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_925.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_926.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35aab8731e372f5b6ec58f2eeda12f9ad7bede95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_926.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_927.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0971d1950bd4b518158c934919bea81dfbe1dbf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_927.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_928.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04f2d69f0c09ca7fb42d5306ed634e051df02899 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_928.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_929.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67109ad27d8f7cddd575eb90a6394e4c73ce3b5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_929.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_93.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_93.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e7536184313aefa33f59bcdb8729a7d37b8d3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_93.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_930.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c53240f1be57b20e3f61314d2c5e81c01360140 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_930.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_931.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f4c927ef7699e9429cd75008c4e91cf62ca117 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_931.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_932.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a57ea051d52dada95428a4a9f1d3944e0ad45b59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_932.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_933.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7ecc1d0d22c569debab73d60efa4f46962ba171 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_933.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_934.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..160bf1d3747517a58ecf5f477a39e2bd0404420f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_934.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_935.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d8f4b4aeb8422d5fc57ab5045c555fd7a85801a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_935.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_936.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8548ca4b5ff4e49fcaa759f9f1b3709ac8237009 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_936.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_937.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdf034e6119d146764191f08009bb9b826a721dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_937.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_938.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..139145951a2901bbb14bd1b1a9c931f7ba85bf92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_938.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_939.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..091d83039634d54bd37862ca810d78e8d0e17828 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_939.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_94.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_94.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfcd6f2f36391c0b7a3a3db36b198fe538a97d09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_94.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_940.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..098f876294616421f71504ffa22cbf7e7c8b87f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_940.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_941.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cae21899dbe251b5975929083c1cc278cb8f3ff7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_941.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_942.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a5082178d4c25fdf7a1480c56dd65e68c1fe924 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_942.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_943.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baa57f73ebba6082e53201f421321c2b6ff30245 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_943.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_944.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1978bf877c14b600b562fecb92e58afdbd582df7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_944.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_945.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6db64f310ad0d1e504555d6be993d629c41ed6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_945.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_946.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5e691c91ae416b5b3265ece9e57a17e36c697d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_946.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_947.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bcdf19687d0c6d712d51d02f990d1bb7bad9467 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_947.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_948.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab82d5c2015dc410a1cfd387b9fecbeec7ac1cc9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_948.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_949.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2383665ad0620d3642104a8eac219d8d6d9c1690 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_949.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_95.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_95.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed046b597f34f62c68360170e79e4fb28c05989e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_95.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_950.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46923dbd552c163bb750570eccebd79e6d8b81d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_950.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_951.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be87cd964e3f0a12b292b069c96266c23c82fd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_951.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_952.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90b104395098a5653e1e157e53c381e123e7e9dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_952.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_953.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4055906d71288a0a5a570f45095f560c137f9f28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_953.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_954.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5d0b62cf812803ac2af06b60883ebcfa8522438 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_954.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_955.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e861f44bf9ada752593a3845707a43bbd9051fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_955.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_956.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dca6aecb2b9044674f3214479f4a98c320866fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_956.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_957.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b77e13f384ba1b3f58177fc7fcd32f3d193987b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_957.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_958.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b57db7e5c915457897224faefa724b387d8812ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_958.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_959.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdc30e66537939460b4cd912f72e1944ebd7939f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_959.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_96.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_96.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55b452eca82077ba6bcba69ef2e6722dc0443644 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_96.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_960.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0ac3b1c915b2e508b797132c9716b5d7a0c7cc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_960.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9605.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16c086c01b64e2b41421ee5811e3e6cb5cbbea5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9605.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9606.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7680e1deb86b84e0c17964e4f817ff37411c975 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9606.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9607.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eaa00416988741adafb6633ee1e430e274120c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9607.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9608.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7bd54539954077e39fc7e4a27528ebec1d91d5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9608.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9609.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ed12aa53f15ec08d7c71fe66eb52e3dbad9ecf5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9609.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_961.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68fd0e0c6d75869deefbb3b4ff1025761d55244 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_961.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9610.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..926495eceb6868d0f0d79c1643a024b9d02d7284 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9610.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9611.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d23436314e3341c9a1913359b57d1b9b8fbf7a96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9611.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9612.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..529a8420fc9fd80a8bac1ade52f48867476ddc65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9612.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9613.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c09b23a4722b85d0b43adbe7e40d57f8a185f5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9613.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9614.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7a1c8a765ea0d619430ff9cdb7c4d23f6345042 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9614.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9615.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e9f07368bf552f5eeb9435da0a2570a96a9d394 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9615.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9616.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92e8a380cb96ae65c5c9b9f8262560f75577c601 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9616.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9617.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdd321a1873a6605b0525cc39d0f7b7e716fa2c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9617.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9618.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f760561e10265118de6801dbd8f6d0c37e3444ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9618.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9619.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db3e2fd31b4f8661acd61e0cd10172c00c416198 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9619.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_962.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..354f148e485096d97d46bc1c770f1178ec98b3d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_962.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9620.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86580b4ba34af28d74ce868b79bdb46739ca49e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9620.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9621.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4609dca44d86935b2e0a6d603a6b5965dec34c3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9621.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9622.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5feaf09f7f7fa7d7717d207151fd2e8792712d13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9622.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9623.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..636d38aa7a9ddf1d85d4bece0463f9a2d81ae565 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9623.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9624.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94bf5d4f3821f3e45c518408f8abc7cccae05853 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9624.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9625.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e32fb5fd6ceed8964e9361f65da3223d0c32934 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9625.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9626.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d72e04a423d23c60f3467c185b6dc3b18a583dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9626.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9627.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..771362d02adcfc23666cc0c30ff8b95ba970f076 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9627.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9628.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..859c9867ca3d9def0080998ac217c60b57caedf8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9628.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9629.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27dc5737e9d72c97f988cd56e0ca53c2b8d9fe02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9629.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_963.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..921bde1e2814c8d60afd8a261269040993140111 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_963.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9630.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47e871a92ec240f6564fd9b2edb6c72a87cd02ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9630.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9631.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55559fc4dca4d3f112e0738df4178d6b0ae62e2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9631.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9632.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ec1c6bcf4347d8d1be02b1702daacc00582d95f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9632.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9633.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85ad426a4b42c34ad29f22e9e0df318418197009 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9633.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9634.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bd8760aef25ac18c6707b8b5af33b8282c421f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9634.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9635.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a40160db09c77eede16dcada9fd914461acb6605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9635.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9636.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0e4d0db9c6bfd3f23ac43f498e3d24b9de863d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9636.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9637.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb4f6fd8959bda31fddffdc86aecc49dcf825a18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9637.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9638.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..587b775c0b6aa769114d606b8d2b6528bd34bee5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9638.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9639.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a91831091a08ab9be6331bd3013831e21a2d131a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9639.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_964.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8f5e3588059fcf6ff4ff732e16ff4cdbb486b0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_964.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9640.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf8f0b2e6b761c30e7a9732ff214e2518b4c006 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9640.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9641.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ae152c19652d378b2d2a50964552bd37a12651d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9641.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9642.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c42595ac1e8ee4c62e677c124903e792c419051d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9642.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9643.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0c73131e2b4e0bb52f2bdbd37c57dc399b80fc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9643.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9644.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30a6173a253939409797983669f05e2f7d175c0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9644.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9645.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e3904f354c420d50dc4dd51bbb1faaead37cf31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9645.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9646.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a284d7de05be0676680c30579027b58d98682715 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9646.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9647.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6759e864b899e684ddf3cc3d38414b16d73ee22d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9647.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9648.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edede8a1b5efb374ce8063b6a0f97df01eec55f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9648.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9649.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af362ee278fc26978a5b200e5dfde9600a436414 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9649.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_965.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b7b4a9e9ddac2ab68cd82656e0289c99332d766 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_965.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9650.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f603cc3958d8e2c68cd7a48f8f7c9e64848d8fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9650.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9651.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..814f7bdebd25727be5d86906bf4bf9d6bfe02739 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9651.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9652.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80c4ff603583cbe671bd70099de27252f1531e15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9652.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9653.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0559cf35b3a762570eadc6dfc6d5acb5b53a9bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9653.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9654.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6701b56374b8fc6720e4f0730593102c05f7a230 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9654.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9655.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2893bf4dc8e620aeb94faa04b06fdf2a565b7dc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9655.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9656.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a383e77014b9c09332b1a342e99a4cc58bca1fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9656.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9657.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb3c558932f611292ea1d49b57579e092fdd1936 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9657.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9658.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96d5647f9d574d7a1be35a1f01acaaa30544b3b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9658.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9659.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc6f74da5859ba80c9b190c52d6b093bf65170c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9659.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_966.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de519d17d82b1c97627a1fed8125462e3b6f527f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_966.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9660.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5063a3a460fc6a2137d41785167dbb17189efcab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9660.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9661.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5255b012127969c83f13e543e4cf6648c85d1966 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9661.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9662.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d39529ebcc5e5329df67d907ecfc6f88f344ea4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9662.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9663.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eabe4c7cb829eae3728c677be1d1920522e2ef5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9663.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9664.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b0dcd39d1ba3e51df5389f19d2554780c506e2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9664.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9665.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c25503156e9bf1b43c006d2fccede4a2c98b286 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9665.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9666.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bd7505f8845bb510d8915ab4517d53860a8a567 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9666.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9667.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0939bcd0be4e2ada2a820c788edad0b32e9ec60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9667.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9668.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69696af857a867697f824814a53b9a70adefb0a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9668.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9669.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff1b569462b18b43539c49daa1ddfbae2d945ce3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9669.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_967.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92f8df0906947547836b11102dec8382bc89884e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_967.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9670.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9d2418ae8c33cf6c55fdd0b31fc0c3a23687d31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9670.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9671.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0206bdc44c0f664540d5f44b53f72420ef51b2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9671.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9672.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..683c7b6b0fa69d02933854bfa11bea20bda62eaf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9672.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9673.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f305a99da4ae642dde6e0417c728fc406f87cd3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9673.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9674.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..730e9a2235b8121c9489b70ecf0314d4b846ff0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9674.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9675.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cb430631493506c1caae9ab4b32d14a73974467 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9675.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9676.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd2c4bba949528bd964478e4ee48d616a940c1ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9676.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9677.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e0a97ae7852813c7b19ee4487933fd37ed766e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9677.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9678.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3bbb0eaa87acb2823cfc19019819964110eb793 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9678.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9679.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..725df77ed057c87482733982949df3e9c5d770ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9679.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_968.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..525314ba6d908b21711c5baf83b4444f50ad7718 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_968.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9680.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ac0af8d61b2c3ebd39405062c1148b237de3ff6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9680.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9681.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b96a19db26d6676d7b9d64372fb60ff080f845e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9681.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9682.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce659ea530786a6fd3ba7aefddfc1addca608ccf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9682.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9683.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a43278945b2aa42ccc37296159eb530f409fd2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9683.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9684.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..828c609ec2ea21f98cc99d40a5dc567b3479b006 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9684.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9685.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef810d1c222945d176b2513a3cc80aa02fd493ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9685.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9686.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce91872bd3e02c6fc35559d85718656fd0eda09e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9686.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9687.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4689abe921850f3816e4756e7dad90af4616c80c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9687.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9688.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f070d63111469aa4a23cd8a8c12592fc8880e076 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9688.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9689.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86f9efbe8031fb459854d94ac92f10188f3947be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9689.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_969.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe00b942dae4aeb6d705e271e1d98cff97c9acd6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_969.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9690.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..761af121d5ead165a9b917a1e75e67d94f75507a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9690.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9691.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6114f99e1a6331942b87e7f93ca6121b74cd6319 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9691.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9692.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9686e984c9a089742d45a298ab4e0061b3d6fc52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9692.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9693.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f0c6cb21e1f98f21ca23346075742ecbe2cc748 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9693.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9694.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ffa0439875624898d072f06899d7000e8d997c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9694.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9695.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed5cf378a9b58eed8eee157a28836ba7f33c1a21 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9695.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9696.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1026c7aec4b3e10963bd20eabf840f5dddd86542 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9696.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9697.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87fa75354959511642f4a930bb858303a208aab3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9697.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9698.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f6924dd349b825825c208682919a7a34d623f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9698.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9699.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b71c8f653103a725d676b5d837f72e06b1bb137 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9699.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_97.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_97.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d575986a3dc2007859a44d47c66a0d058da6f56 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_97.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_970.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5f1e41cad7966a9d86e1437bae2ab572b4c96fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_970.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9700.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d740d883f5f40066c5183f7ccdae570ce8e445d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9700.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9701.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bcc8aa57af4c8252e2ec295a9f6f9f5fb82f004 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9701.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9702.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e82b79aa63044d003308ae0f929ab8deed9568a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9702.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9703.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d91be159aa30fc83167acaf45cc3eab07ee3e39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9703.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9704.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582d81cba9e6950a5f9c7bf4330a90a5ec30d28b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9704.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9705.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd248fd114019e7e48b681d20933e4ad5919cc3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9705.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9706.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7778fed6c656c5344b270ec4e751d052db41df3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9706.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9707.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c6c599f9a09db879aa4f98f33c6716e821a04db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9707.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9708.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff7f26ee79fbcbb34e2dc4813b56446bfcba944 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9708.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9709.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a77eeab9b08f8ac7dab07cf86ace74115ee143b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9709.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_971.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c138683b457b21cad6c5b6a9f01c4e05a3eb021a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_971.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9710.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a742b03fa8402189db13a1c82a561f216f7c675 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9710.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9711.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b09b866185a80f61a5c5b8ec7b10a55685c3ae0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9711.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9712.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0365a110bdebe72ea197ccb2c575a7b0836da3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9712.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9713.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bc7200eff9927c2563d19a80eba5cc7cc06f4b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9713.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9714.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..144edb004c4ffa2a4b9123546ea7d277b9377d1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9714.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9715.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c53947c6167d5fc0ee80ab03e92b0432ad513b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9715.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9716.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..230733e51dc87d21c3d1ced00196af930d784237 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9716.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9717.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dfb066ad28604e5af3b6d332f144635d0db34b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9717.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9718.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0c10cf3883e1975384000bef944226889cfbfbf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9718.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9719.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edd514f2d19588317e232f1dbceb154d458991b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9719.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_972.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f48a657f5fbd162a73166054ffdc5fc00cabd8aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_972.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9720.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c894aebf78c33a0215c211c1179386b1f8166c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9720.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9721.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8441e4df5fe21a7c0d9cea5f523f52c3f9f6ab9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9721.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9722.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a4354524e6e00ef31ff58445df155dac9533cb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9722.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9723.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be8e736edd1990fed996a4e57f4b35b9de1e4ce5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9723.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9724.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d53e5213b014265f0916cb35b5f8723933337417 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9724.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9725.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f0619a60e48b78c705bb8cfed93e341ff86b18d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9725.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9726.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bf2a9d186e9efdda59f7d97df6bc28a3469b3b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9726.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9727.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0204319876c9834c0e8fcd59b81b6f0d6a96cdf5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9727.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9728.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d1a2a39e4b1a64149dad3d5f12107f5ad1b9d25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9728.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9729.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68b6f9c0811916f2e07b17ea50493adda2343081 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9729.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_973.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d349d8308d26b417de9b665a3e5b6c0b2b93fe9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_973.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9730.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc695235882c4acfc35cf4aef234c5d1171c8226 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9730.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9731.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57cc43fbe39533e2826af5fbf216d774de6a97f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9731.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9732.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b2c9359ad1963607ab56387eb2161b95cae0faa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9732.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9733.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ab6cf8b31f1407e460fba36df0658110d9fee05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9733.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9734.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c8d362e3c48a892af245a390550238bad597612 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9734.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9735.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c765ab0de73d93a462b3e35b00a6452db90cf28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9735.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9736.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bc483aebf3d57549c14e5f7010238e51c8f7f6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9736.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9737.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdf84057b33c64f1c786ed869859ee1f8e0c4295 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9737.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9738.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..397a7175666f5558f6cd3f6247cb6be2609c7997 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9738.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9739.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9045e80bf36dd4dcc02399e6836faaf1dc2c5955 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9739.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_974.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c6e3782948e6be4ac3388dc643717ebf0c6a1be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_974.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9740.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6bc38fd86f9fdba096741dd64182028deb01978 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9740.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9741.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36fc9b00f061f73cebdecc8a30e3a3691526a76e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9741.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9742.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9b7607a5f3c2907f3c2cd90794f9f632144ba11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9742.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9743.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1ce37d2584226b6e503e9e0bb89809293b548d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9743.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9744.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18fba310d4a8de6e18a27938fc8dc4ec371412e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9744.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9745.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad00bbf1f58c9dd6612d7b830704934da97365c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9745.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9746.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c16a172d8b9ea8f14f69fc691cef10ec4fb401a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9746.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9747.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b5cea86b305eba87af6e003985b122451e7a065 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9747.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9748.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c07718dacce19ef211860cb3a3d8ff17a5b2da4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9748.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9749.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f56b5167f786d01cf4687c9015b6d6a764e6840d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9749.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_975.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..387761bd5d49cdb883c0891b826039ecd9f7a14b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_975.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9750.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0102db9059337406862ec20a7339cf951ed4422 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9750.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9751.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99e66f3257b5663445382d609633ec813170a794 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9751.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9752.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a6c8f60b85bfaa052d28e7e7fefda9d6475b560 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9752.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9753.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45101a65697434f7aa56b5e65e670c3ab9a6bd7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9753.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9754.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ab5948672362571bab496cbc22d819d5f74e15e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9754.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9755.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4c890ecf0e8b81e31ac287d26f73e0470102f3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9755.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9756.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33ad66cc4eee7d2f9a067253665f6fe13a8e6c47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9756.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9757.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..369173535dd1e461af3853f5171f8b40634cf57a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9757.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9758.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..962033ed64e70605793be6b11d9be562d14ede1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9758.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9759.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..424bd3e7ce530ea9207cb62aa646c02f93aac9f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9759.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_976.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc487400d8c0204aee9c9009b574e3b414100715 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_976.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9760.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f80f39c426ed4cadc9b6c3365db1a1a978e703fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9760.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9761.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..124d13a3890feaac61770d056fa48a86a5d735bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9761.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9762.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63352df5ca561ff79743ab27c238b6fe9f6907ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9762.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9763.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0567a39d1325f7e9da60b834555953f239cc999f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9763.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9764.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..670c5b4692b3bec71e83a8d195311317bb4f97e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9764.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9765.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..858ec03c989476e871967eda48a4282a19977683 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9765.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9766.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42bbfce689e370e735f571bf644d9f571be29d91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9766.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9767.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be8547122c1a0e188c8bff0f120a4b7f5cc34cec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9767.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9768.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5629ab2f7b467a5549eb49c914c2298b70e81316 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9768.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9769.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45178e8d8b00e4d9f4288370b8a30ae472659e83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9769.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_977.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..860aed663b842544d3035c5b56c0570df002405a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_977.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9770.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bbd3fa3cd5abe5fca4bd604c8828df60a58a6ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9770.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9771.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d1ba16f28d8750e2cb70e81af3eafb3fcf2159b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9771.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9772.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ee5aa29d510edf4e83971ded780c624e3ad0289 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9772.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9773.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a2018f6e65002f125d373d0b53d41953d51a40f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9773.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9774.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc564d5ce45a7d8761b6deade12815208de6e9d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9774.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9775.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcc336f62396f1867a2c91b95168101866409d3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9775.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9776.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bba3319c14039319c94d9d8087eec648799131a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9776.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9777.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a18d6e3a30fb3b76f5b8223f84ba5f0f1594cde Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9777.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9778.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aed1146f5cf4044b53a7e3456de9ed664739c8e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9778.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9779.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dfab7be5c85da48e5af65e59eca8f5e5d726f10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9779.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_978.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c6a089d76b01a544efa64fd1aeb0b48c8ed59cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_978.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9780.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c8b32d8feec78e22a4296fa6d9419df7278b67e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9780.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9781.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..badf48375c9eea224c025e611ee3c0383fb4d86b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9781.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9782.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e84ff94fbe940a356d9b347e8fbe4db21932d1bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9782.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9783.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d50d7f553d58e5b0715461339dbc906630a3b51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9783.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9784.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46d07a45c38f9697f2c5d3a277c523415c12233d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9784.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9785.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010bd47a0e5d0e057bf1f0801884390d8da9de08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9785.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9786.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab9810b571aa66aba1cd4c8bedf65ca55bc2d707 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9786.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9787.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f79b159c17431e769b287442f63316af860c0d13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9787.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9788.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..090b6e0323a8974a035f640a19e4270945789194 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9788.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9789.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f7d793a6713d5985cf8595d09900fc0a6361828 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9789.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_979.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f701ba386a4787dcbf01658467366f9bc8ffc43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_979.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9790.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13d497380a97ed7ac8f63969aa3e37e1e2af9468 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9790.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9791.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a54f29a9ddc2a3308941960a661b247b8e89cadf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9791.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9792.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad52aed1fa1b83d2bab79f0bad0ca581550382d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9792.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9793.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fbe49e2df66d6f85603049e004f71fdc3bd4b3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9793.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9794.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d419941ab89e7f59464f22a896ab63d7ede094da Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9794.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9795.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36ba1c6775271ebfbd223e63132ec839717f9cd9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9795.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9796.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79e26e37b1b74677099ec13676f8532a1f3ff396 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9796.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9797.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d10261a258d1fb9e53adee8300177880b0b36eb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9797.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9798.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9387c4c8673610c5cc129cad7b35c92f61bdcc8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9798.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9799.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..819d0ee28a1503b2998baaa83204395b82db5aa9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9799.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_98.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_98.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3fb5e73a656302eb1fd0f8fc5582c0f5a5a1aaf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_98.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_980.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68374a8ad901e347ac27a1d5ce7f938c378e6c50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_980.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9800.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f445d91098da0a6d06945f9d266414f0d7a5f6aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9800.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9801.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d980fd07b0928c3b6ad1a774b8a6308af97eb4d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9801.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9802.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7cf2405dd2ac6256652268a3d0e8060a091e508 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9802.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9803.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fc6817c1dcaf05e2676058952b3d8e2b62112ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9803.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9804.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eaf01c4d4cef2f7d02573fdc388ce16e9d5e3ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9804.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9805.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4194c63ef3a242b51638124a6d81466fc9d759a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9805.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9806.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3938545628e294acbbffecfc84d8de636f123dc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9806.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9807.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b0c123c45738bcafab20d4bfa4c6d95a170a6ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9807.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9808.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff7787911bdecf592f31adf0cc21daf88234e6de Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9808.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9809.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22e9fb38572f9e783347fedefdfd7bd6c3a3aa88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9809.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_981.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2465fc8661f825382f4ed87325bc826d9eb5332 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_981.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9810.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a7cfcc43f8ff5c3109c541c36afa376cf635ed0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9810.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9811.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..876d830ef765a6ec4803bc41590251c23943bfc6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9811.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9812.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f0ac5c22024bacbc32f77295519aa345cc88e9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9812.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9813.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26351b21db76590711901f1c2c0ee45722ef3572 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9813.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9814.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2bd9a6cce6867c885c3ade250bebadaea1a32cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9814.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9815.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..def0ae6c65cf3cfd73784b5df33349b943324894 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9815.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9816.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcaa531d5d62cc2a0b03707d43a26ed83cc87fb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9816.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9817.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df823ad4617f6cfb1fc86232bfa6ccad2fd98089 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9817.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9818.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87e7b6f212fd426919212713794c7ebe3ad220d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9818.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9819.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d67aa177159f675231a587df45bc9e012ae2e92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9819.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_982.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e036a092a06dcc9974197e455ee6c09e8b983dbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_982.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9820.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4be1ce6616592658c263d8e08886487df9fa3ced Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9820.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9821.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ef935383600f2701a6b1e3b88902f0068344653 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9821.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9822.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..937b77ce6735d97ac8dc8c08f2da0dba645e69d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9822.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9823.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b77ebc48cbf940422a62d4f039e278add05fea4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9823.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9824.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cdb83120377eecbe47ad87b783eeada26376c19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9824.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9825.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ace59316d3a3e463c31b5da07d1b2a34a9e6219 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9825.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9826.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..228e034958f79faa5dc5a9c301dd160b7de15cb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9826.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9827.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bbb71aeb89fd02c7370cb9a27b0c28724485970 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9827.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9828.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..509b7e36afb5e7eed9c414204792ee3234f997b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9828.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9829.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aeb46daf142cb9934d05a1793685ddd5c50c0bb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9829.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_983.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1c7ab63515851c1833c60c10ea3fae640237adc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_983.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9830.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a4416ca2da2e67c8dd0e9335e93be6efd47accb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9830.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9831.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8468ae018b78f2da2125deba638e5f7c52aca00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9831.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9832.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68015d5b82ea43ccc7b3292734ae8a147018aee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9832.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9833.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..713d1c6bab5d4e0edb51a66e71e969ef10d94460 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9833.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9834.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..281a81567066efad6ab90a1d742524109d909a9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9834.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9835.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc80faeacc3a133ba8b04fd19bd71a049dfcd5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9835.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9836.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a4251d0c36eaef71e48d1f4499e959a1300e45e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9836.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9837.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9138530c936c8da274e22029969b1465395a831b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9837.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9838.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1704422a080deebd2fbc668fc5ed40ea438412ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9838.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9839.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b45d77dd18e1ac0a923753faa4fe30d39c934b74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9839.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_984.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66134d457daadc3cfb4c1a0a0888aea6c268cb82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_984.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9840.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84e414a05c4ebc0a5d4560862a68f022b45e64d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9840.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9841.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3c47dbe7e7d95701deff98c5d2e8b18f5451fe4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9841.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9842.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1633870f2a559842893d65e7d499505d6b950579 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9842.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9843.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fbd3c7c4ba6c1bef557fff26ce7b49323b800e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9843.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9844.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72dbb1ef4231108197548b3284f3de296884ea6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9844.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9845.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052df4a1a7f6185382902bb4d6d81cd9a747fa71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9845.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9846.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa7c78f091ac743792485dbb494f969748801dec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9846.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9847.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccc21338f1e1bdeef85ba34141ed30644823286d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9847.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9848.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57877720dfb88b07866b6833bb129b37b8ddd8f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9848.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9849.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd1fede8d20b824b56437abb60c9795271464e5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9849.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_985.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d6d441f2ff7263dfc2d8e06d727f5270dcac9ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_985.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9850.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662f9fddbfd724f596c084645b7f8bcfd59558a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9850.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9851.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd622ec904f086a04ddc6941b869348bd4ba7a70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9851.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9852.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53031abc52ef02539ca02219c2995193a771ef57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9852.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9853.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8591e0fc38ba0678e8d02f1ef63c36a3d90ed6c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9853.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9854.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f145c7428ec79b1599971738ee3a7d8897829e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9854.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9855.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2c35802d855e25695036d827d0ee10d690a72fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9855.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9856.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c338a3710508191db5d8002da78dd8057404f223 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9856.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9857.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0cdefc1fed16c7e651bbb125707330d535c7729 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9857.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9858.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..613d453b71f2690ee4b9548194560e7eb33b51b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9858.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9859.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5162f6705b525df26de13301c073590426c34fc9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9859.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_986.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d8b870a72405edd18fc604c5cf0fbe0e65e6c69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_986.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9860.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9b39cba5d38980b04abf3af1755af3f60923ed9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9860.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9861.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..429f961238d4f65987875d757971d38d60fdf94d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9861.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9862.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63e1b59e4bcf68d89fe0ca57b1c8da6a3327b0f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9862.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9863.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eda50395b16ec42c117abf22e1dc3c6f40c357ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9863.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9864.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc095d42d6e8de8865ec92af5fe45b06d12a4359 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9864.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9865.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56c2115ddbddc7a24b5d0f7c951ab7e15a9b640e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9865.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9866.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a7f6b641a1fd0648e2d93e5b0fc1dc3e6b8c613 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9866.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9867.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f7ef9a9721cfcc7022eff7fb86047c5810b97d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9867.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9868.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dae15a805a3043025fef6379cf39ec4881aecd47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9868.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9869.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d3f6bf2018eaebf029dcd9b2693343c34dc77ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9869.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_987.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d04e094272043a247db9aab18a2c133ce1b026d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_987.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9870.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..978d2931b0e880aa739c2cbd5dbccac0aa9356d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9870.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9871.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52048b914fee57129bbd6f7fec826a631db239e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9871.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9872.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ede4ef1fd1b401e2e1fafeb127915309cac62f7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9872.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9873.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de29f7bd6a15407753bb19a1917e943811fa28f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9873.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9874.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38ee6694791c2137eaa334a99d42e7d9453b0699 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9874.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9875.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edc40501e9f2ba241a505e67d0fcd7129b87bf7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9875.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9876.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5ce6454046614a0d6294a9cba75422f52de4c35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9876.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9877.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..765b63656fe12ff9a5e545261a72bd85a7d921f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9877.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9878.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..036bc24173fb74e9ad043c8493b608c580cfb08c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9878.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9879.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1a38f245dd80f38cd6312700038b4eb57b06b14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9879.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_988.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41ee1b9f8afd548fc183e8d5fc55e055c04044df Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_988.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9880.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1734a28de076d59baa496091943ae9e1b874f169 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9880.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9881.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1213dfc54f70b2073b359c5f9422d3d241323125 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9881.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9882.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afeb1f22266a024e169b0f462a1dc216766b2ed4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9882.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9883.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7e2c1f954bc84bb2efc04b2b3886c89a27637c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9883.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9884.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccee9e27fef492dc3647235f7f1ccd4ed4d06455 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9884.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9885.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5faad62627f70bad6d6a0b370cfae8908221bb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9885.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9886.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55403908a4cc4d097a29d3bc9b64b9211b9cc30d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9886.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9887.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c3e82e6c5ba2d3d9cf90fe1174269c79d9d8973 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9887.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9888.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4955da30163f622ae363d2fd4d00746ed37b5adf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9888.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9889.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eee2e82dfd72945618a8195b37e3547c0229a939 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9889.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_989.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a88f6d0c84edd68a3e7584080e2a7b36cd69f2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_989.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9890.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..206956ec59d3b1bce43ede091434de90c4b1344c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9890.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9891.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90e22a2d6ce2a2117d32a79bb23dad8c46d7ea73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9891.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9892.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a7f4208e53bb9f7f6a0bba4e8eb68c6e3e683e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9892.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9893.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b036b90184ed3c8c4fb164058dcec433921653e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9893.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9894.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d80b6f8a79a888d31eafc711c656c2de1e9d597 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9894.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9895.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b01dd2434a95c08b0010e50b42cdf3a04b49a25a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9895.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9896.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b0999ef8bf750cee38b16f248d6540b29a335ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9896.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9897.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d42405fdc2596a60f3043f2cd520774c00d85e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9897.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9898.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c7ae87317e8d2c6c1c4dfa1193f34df8794939 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9898.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9899.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3891041262d25b896f23c9a8372bd4e4d16991c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9899.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_99.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_99.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d1337d43230e4150fdf2ae1a6e188b83e6601db Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_99.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_990.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c1d94a163f834112bc77037301d89da651ed417 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_990.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9900.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40368c990bb045e173211e2650f27762168bcd93 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9900.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9901.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..230218e9f2e34cfe500da0aa442495df8738085d Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9901.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9902.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcd936f614e87f36d79d1ce6d62c3fea1cbbad24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9902.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9903.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c5b20d4f039a4d72bd20098f269adcad5dd3d76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9903.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9904.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b24bd969a139cace95862aa1afd7f0857978d421 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9904.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9905.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c9cc66e4fc9975d05f7ab667fe26937a902671c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9905.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9906.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f972d03d339dd91efe4525a18511f967c25f286 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9906.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9907.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7843c6a2fa3826ab550b553aa0c01650e382241c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9907.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9908.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0102e852b0e461eab6d52aafd325c2691c1f079 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9908.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9909.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..964439b544a569a4c8409ccc83d18a2487598475 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9909.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_991.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a85a63a59cd84e44ebba8882e857810607c145d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_991.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9910.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa4be6d82bbe3fc9febceb669c58626de4a0a5ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9910.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9911.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bbebc5c08e303ef468f626b5d6503c3e14b0730 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9911.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9912.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f6a9ed7b60c436356b319e057d9a6b67e4dca42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9912.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9913.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e422f0cf1486620de74841a8176c7d23047a9e70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9913.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9914.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8be02a76e77446c8ff3c7d4d09c4118c0a73ca3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9914.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9915.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30c518c01b2a750be45c22466ce70a7f87350b18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9915.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9916.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0be381d499acf991a9bd6127a0b1851c7794b99 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9916.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9917.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bc1652e35df0de95d8c99d7650e6b473dcb3bbb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9917.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9918.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0af6bf5818b954d749ebeb5976124de552c70e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9918.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9919.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb1999979d3c7599ff59f8c4562052e65ed1accb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9919.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_992.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb41fea414244fa9721fff30942cead61f8f66a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_992.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9920.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bdc247a80e35a27aba687e6cedc8f5af1f6a9fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9920.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9921.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b2364c523142cb3b6052f9423914db7f85a451f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9921.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9922.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81b37cdebbba550dd90aa8e5a7c6bfd017dcb3fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9922.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9923.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9acbdf825f157ab63f637731a4909e7728e98d6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9923.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9924.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d18b72df520615d2f501d294a07902f77e37794 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9924.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9925.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8f60bbb29475ffe344ab255e110d52505ed9acd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9925.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9926.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed7be8cc4ec99d7416727663850e0ad1980f9dcc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9926.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9927.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b06d4757511702c72eca5c659d3878bbdfe8037f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9927.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9928.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebac5d2ed64225f2ff122c38731183476b0c7627 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9928.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9929.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9595d0a7aa814bc989a3b542f747f8790b347a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9929.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_993.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ee27a8a078018cbac07f463d188ad056a63b6ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_993.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9930.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb7881da2fadb1329e118ae5740373b827a0edb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9930.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9931.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01192fefa8cef79167d03917aa8627e4b09aec64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9931.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9932.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eed2e8f687ff435c1245c4d003d2fa5ddb12961b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9932.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9933.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af8bb2efe5a9cd1817fd4ac43ef695175ae9dd80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9933.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9934.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38640d115133655e3fb016c5e2f8c06a1da96271 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9934.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9935.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48854c22b6ec07d4a7ed63b439fa3914a40eb0bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9935.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9936.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3690eff617f72cdf6bcbb91bfc3cf7672712b364 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9936.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9937.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..559652fcc9334dd1ab100e52ca3affc61049edc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9937.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9938.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef4a07a4e4c03d35ce7148f13da8ff8662f895b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9938.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9939.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cc2260947c1be116e9c8b0a628357c099f6614c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9939.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_994.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44021862144300c61f7dd3883f78a8951f5fd973 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_994.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9940.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a849ad6fcf7ab752b3f4cc26651e7bec8bdfb5a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9940.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9941.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b527efb36fff46f760fdf50c9499ec6e7f8fb5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9941.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9942.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bc23ad9ed229ed3a93ec388ab516dd4801d671c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9942.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9943.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6891ccaeee777c6c51dbe5502c887c235accfd9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9943.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9944.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b720ae4d606f277726bf94bc92dbb356f991237 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9944.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9945.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d73540f29ab4b6a27ed62fd56b3a274232e3b2be Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9945.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9946.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd019da3fd1820d598d68695bf63dc06cf04eeb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9946.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9947.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19273deaef052021794ac2108683972ca5cbca4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9947.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9948.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f24f51f11a009577cba9fd0345b6fadbdced963a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9948.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9949.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..784ce0febd129fdbe257d63854b9e9e00fc38f73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9949.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_995.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cf9cbda1c1e65284dc515efe42d317b3022cc34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_995.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9950.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e03c38dc529c6cced45bab6752243e66e1ac445 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9950.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9951.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4fe65ce13527d926d305cd0afdf289085235464 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9951.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9952.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d67d1f175e9bf6f1cea96d3222cbb948c60db09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9952.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9953.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aacd430136fbf0dbd23bf29d9d0e2059d6b79ce5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9953.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9954.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d746ad722953f7282e8b78524c3162216d150968 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9954.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9955.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aee6d669d53c4192ce7bad772251a22bbeb8887 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9955.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9956.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf424837ad2328e1da0c46f4a7e9915651170ed0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9956.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9957.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b22f2f4cd23df9fd6c9da801abfa2557a221cbd Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9957.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9958.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..139d9ca76ce13c3347521d965d9850cbae340137 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9958.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9959.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..083d37efb17799f198cb0b8bde162656418c250b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9959.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_996.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d23f95ce3daf24f0500949ef8bf45d6f7e7707a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_996.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9960.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0dbd14bad54cc55840b3a98edf236d8e6eaf424 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9960.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9961.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1b6b8add00a28934f380643ee3f5fe640142b04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9961.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9962.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13d497380a97ed7ac8f63969aa3e37e1e2af9468 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9962.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9963.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21fafa0b4b4af1e2b7ae6ab4130a375f7da623e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9963.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9964.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7176f543b185ecb159096db2f439d2361e24336 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9964.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9965.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3ddf4267ddd5ac101a8abb449f60dcf627eb1ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9965.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9966.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e97fd00ac72a4a86068b54e5fc237332933c0c62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9966.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9967.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b1ce5e3ce4044eac6101fe1afd81f06452adf49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9967.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9968.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdc0f5915099de8f4870529b7cd6eba4f62efec3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9968.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9969.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e5f419bc1b003303f6d100cb89996cfd4846ca0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9969.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_997.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a12e1be46d45987be3ed65c6e8282a20f801e844 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_997.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9970.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a155c239c7d60a8307d2f44981f37da9e054a7a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9970.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9971.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36f374befbe32eac283f823c5a7e316ce9e557c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9971.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9972.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cc18ba52f73ef4bd17cefa5b2840c3da73cc222 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9972.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9973.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a33ec9dae24b99b0e859752d72c91d869d566e5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9973.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9974.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0f34cbc287f471711d94d90edaf90f7a90a544 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9974.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9975.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bad9391dc348170624aab26dc7e3ed2e2666592a Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9975.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9976.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00ca05a53383bdaf2919d1f5ce444845032858e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9976.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9977.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ca410cba48ea0b93dcc0eb5c5f3f5da72802685 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9977.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9978.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5580f82390fe51cffbcd48ff7154c51771d8d1bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9978.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9979.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3a4d2507142764dfbcabb96685d590c29c2600c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9979.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_998.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c11d5fcfbe8f2c7d2be7f53d4e1e484bbcb846f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_998.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9980.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f077134ef478bbcbebed317e0fd941294e59749 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9980.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9981.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..face3310c36ca76bacc11d428811cf1ef04ef31e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9981.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9982.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30d806c731b33b9902c73c833554bebcf6d47f3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9982.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9983.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72d67376b74d26090dff86b6fe3609fb69d6674c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9983.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9984.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d908ea1090e925848c47da693d2e27d94981e622 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9984.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9985.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d46befe1556d93a1f6ce2ba88fcc9106497048aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9985.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9986.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9ce6becf52eb22652cae27978127c50eb2f5e4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9986.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9987.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..281e049fe837b9cbd3b59f626765469f3275e5fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9987.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9988.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d26cc7da15662f5c193581a1812007bacf392dd4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9988.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9989.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06c0743c439a2ddbd5c1a6d1f791eeea978cd422 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9989.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_999.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33ac6009127e38858a7597c786784afeedb36663 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_999.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9990.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb89e746bf9b1b5fe6d93faf0dcfb580b3656df2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9990.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9991.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84ca3c6a0d9881665f1e1e2ba7002b877e513fdc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9991.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9992.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96fd8e286da05dae42fc2399205402fe30593fcc Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9992.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9993.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0ef26d960a615b5d0788c96c90f85aadd93fe73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9993.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9994.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f77fd240dd2f409f5c8fc8ef2553fd5117db335 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9994.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9995.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6034a6b968ce3188122831a198201bc37af676b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9995.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9996.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4761b4db64b06494ad57508dd14daa89e6c38e6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9996.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9997.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f15112eb27657d7f1bfe05022f12cfc1936d2a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9997.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9998.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ab9e03ef6a66d4a6ea96a0774ff63c2c4410e7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9998.jpg differ diff --git a/melanoma_cancer_dataset_combined/benign/melanoma_9999.jpg b/melanoma_cancer_dataset_combined/benign/melanoma_9999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5ad9ada47ec81ae7a841d81f9772ea135fba744 Binary files /dev/null and b/melanoma_cancer_dataset_combined/benign/melanoma_9999.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10105.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbeb48f9fcedfb01362d11194cd0881ed0e8129f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10105.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10106.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7374b3a6a160870e30b1099db9af7aff877c5871 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10106.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10107.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed125c636ee2b730a820446778a97f43098728f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10107.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10108.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7a28a945ac48ce0555be8fc888c976946adee41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10108.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10109.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44d23fd954eaf756dfd06faf590cc0afecb8bab0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10109.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10110.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..136c07365007b6f6d240ce28972e313e6e514aa6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10110.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10111.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b75669a4a452c8869dd800ceed9fd867c6f161c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10111.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10112.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..824e96dae53944f0d2ba4a7070aee6a501ed354d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10112.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10113.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55cd920e2abb05561afd8481295d2580ca0c6371 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10113.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10114.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0403eaddb337ddb2f300a998314439d5f9768de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10114.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10115.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2853dc64f9059db668e7fd721b38510a7df938c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10115.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10116.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c4effda2ab4804aaee61456c04fe9bfbd035db8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10116.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10117.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80b404a1cfcfcbff770cc8cad03020b471daaf0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10117.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10118.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1813e70d783e818289cc58d55634f444574891f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10118.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10119.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acc6e388b52c644b1926629c03510f4e7b3a78d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10119.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10120.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..005bf8b404b580b6f1d18d69f7d7f14b14fa35dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10120.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10121.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5cd2baa77fd55af46b384a70a9c29111d4e543e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10121.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10122.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e68a73b4abe300088aac898bbad997a443778e73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10122.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10123.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fa5824433e2fabd3bb52462cb760c690d660d0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10123.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10124.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fa4d3d6c831900c86539236f0dfc41127b6607e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10124.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10125.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce8be5af39e2dada36690fc2adabda3aa812a6c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10125.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10126.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..420b7d7378b8205dfdc8741467bab43891778d2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10126.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10127.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86977d016d210ff3adb91d17315a763f9e5f060d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10127.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10128.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67b01e52d1dfacd210553080366147ee96cb9309 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10128.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10129.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a0d407fbe286b9db54dda6df6486a46a55ad674 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10129.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10130.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a4611d9d2c2ef7dda5049ec461851a3e2a55dc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10130.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10131.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c798f7269c49f24fccec933773664de76721a1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10131.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10132.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5f9551ca8626f1309200edf37df116bb96371e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10132.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10133.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d801394c3251aaf19275c1363cacb08cde81d1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10133.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10134.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52362acb7139ce193830f9913066b02a45568720 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10134.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10135.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3497c1c5a2cf77e4b14ca3aab371eb6957abd8d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10135.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10136.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9394a7d15caadf6de2fdd35c885bb2eaf83b4c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10136.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10137.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dec537b69324298a6d80cb210cf5cb237c565be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10137.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10138.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d96693e1a0d114c002c02885542d180d37c78bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10138.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10139.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2508c42c7bdc70a7c871063d045232b35942c74e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10139.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10140.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07098a4976366a759b9b632ac863595e1f299289 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10140.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10141.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b8451f2dfc97790fe9e8b14b34190399fdcdbb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10141.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10142.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9ad497b883988380bc97fe9fab0b23e1005d4c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10142.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10143.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1dcf083ebf598b4137693127ddf5630de1c7ceb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10143.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10144.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dedaf7452c5224a97c5195b03ef0c37e18d8ef2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10144.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10145.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e80fd506e6a7e73fac02d30789b6815c10893bbd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10145.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10146.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb33ecd807998992f68105762a3f6fdb635d0814 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10146.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10147.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ebaedf025cab738c366d276df4e88a0b03646f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10147.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10148.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9209f259be0b4ca69024cf1dc5ba9d80dcb0fde2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10148.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10149.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4a724c523208093cdc2d8ade09546d2dcdec79d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10149.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10150.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ead3cca97e30855efa2a592a92d24034001248e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10150.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10151.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a23b91f79d3d836557d29a313178e8fa7fdf5621 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10151.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10152.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20cef000aa0be9574ff18b9333bc322e3eb3bdce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10152.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10153.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ee447e1fd6c88cc82db5dbf3ad66ea8de9aca10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10153.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10154.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f137a766be1f95b95eb5ea6a3d902c48b3c7cd2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10154.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10155.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d732f8b0b9c0bdaf84aba3a802bd5de38dc923f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10155.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10156.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce7cfa4320553f81741c188dc71b76ba4c7293c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10156.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10157.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77a4be107afaa97dedb974702520937dc94439e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10157.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10158.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0f65437f9d0c985a74c1da142ecff1473245c42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10158.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10159.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b5fa478551e6931f96a6dd7ad0f322e031630bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10159.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10160.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dc9f242284c2ae884e4a8d8b1b28ca5be7c7bc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10160.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10161.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b2ad7dc79ae0873d1dacabefce836f5f3780319 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10161.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10162.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f999ad03fc25e486a9b54a89caa3f1394bc175e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10162.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10163.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b01a854c11b41dae6b6062b942aed626b041dbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10163.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10164.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d633f3ad89ea752787c850e0e0d96758a018283 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10164.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10165.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4608359bace96e4f1f064b2a094b57f9aef58f8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10165.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10166.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8455344b34d108ea27b2d3ad403292ac5df8b02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10166.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10167.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc3922e823bb3645d821c2388e1940c29f9ea13e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10167.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10168.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d134050c49e769ceddb5f6639118439259d1577f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10168.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10169.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e7f3d55e4267c0f1a0be9840701dbb318f16f2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10169.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10170.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc5e9419cbfe1b48befc181fffc7c36875271bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10170.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10171.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edd578be2cf5f4811d25ed80965b4501d63719b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10171.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10172.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91fb1bb4f0893aa7f6b81678211568ede79d505a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10172.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10173.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73e73657d3dbf0225463b4b6baeff7123afe9165 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10173.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10174.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67828a3f1defca9abfc39ffee7acb04ba7d454f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10174.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10175.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c10a5513f07d6c3eeb48ca72ffcb1e82f3db52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10175.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10176.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceaeb5f84bf0be9c018561f2b1c5bb3368947a48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10176.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10177.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cadb23a44d9034672c225a2ab39445df06006b33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10177.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10178.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b09e77940d5ef20f07aac721b06e81dda8f77537 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10178.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10179.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f8d752f38172912074a5db800530195fbc83f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10179.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10180.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7fb825250a3c1ab7c1af133e33ce4d37f3a70e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10180.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10181.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3554248cece67bd0422ddbbc50ad5b89ef07bc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10181.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10182.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..430f3b2a6db5f4e885272f5c21efe4917613f6a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10182.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10183.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb902f01fb358c7782e20146acde8c40c8ad275c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10183.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10184.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0719d55f3dd0872419d5e265e06b5bbee7ce3ea7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10184.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10185.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dc0a0c4919ce5645a89985100c496094bd0974c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10185.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10186.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc150ba5901bb15e2616b120207ae81f1c5e5e3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10186.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10187.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2149d311b3d587a8ae41b8234518caf89c86e3bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10187.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10188.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..280399b8f4a6fcc9040c97f18d531e91e174218f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10188.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10189.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..192ac8fc3124d670670d839602fbaa544615d204 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10189.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10190.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adfcf48b973f1d168db4ffdba02c271b49886691 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10190.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10191.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09c725bc28157666e9836f457563ebb0ee3bf1d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10191.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10192.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..394765160fc73bd84d99d4cdbb0d997fb9cf9640 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10192.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10193.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e591d1a65c0b05449eff2da3e86c5255f0ba054 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10193.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10194.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..734e52b1d7b7118f26854ebc285ba9fe3898941e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10194.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10195.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b06806191995e757d19b7520abe1d335487ea67a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10195.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10196.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9f56696b8fa1a84968997c6e4dd7c9d8a69f77e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10196.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10197.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ca78d7d6dfd3c0dc74d4f6a8f2979953475ecd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10197.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10198.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8667a1c48e7a45b4514573a75cd00a1d4f0942a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10198.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10199.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089346c044c8a5401a5b447f163c899b888736de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10199.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10200.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ace628761d27bc8e6e7ef253dc0da6b1943a2d36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10200.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10201.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..843a7e0b39e1a4ff48759002d7a8aff2b6d4c749 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10201.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10202.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8480585fef14e67712ac9a0c9808345fd8bbf756 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10202.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10203.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57310fd3ee0817e16241babea5aa24bbb3bbc3b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10203.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10204.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2378ec7200bf285714260f45cd27e5d0499b5e9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10204.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10205.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eaf469bbe863899e8c335cd4937e9bf3a0f61ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10205.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10206.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929070d82a3d20e724326c11aa804376fbaf0534 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10206.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10207.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01c42780176a5edea649a0be33852c1b3663b654 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10207.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10208.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1a2fc2ec8797a3fea998682ca5cd33bf54fb5cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10208.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10209.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0d136201d2d2edf2e3010f1a52a5fc7f46442b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10209.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10210.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78f2c80dc8bbed86a19852673818eb5dd6c8d1b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10210.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10211.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..669c1b3fdf2aa2b0b2c942f6ea5b508f4668dc1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10211.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10212.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0af771bbcd6084c4ccfa00f28590610ee54c7eaa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10212.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10213.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3183eb73b6a33f10dbc3e8ffb32231961b141466 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10213.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10214.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ab0242f76b18cb053044fc109a84d812569f848 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10214.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10215.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38eb5c0e162f994b1adcdb5df223b1243b1b038f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10215.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10216.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30f7afea804982da7fe1abef8c012c53cb12db30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10216.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10217.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34ade6a364f1dfb3bc9556986db0b8b8aee86332 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10217.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10218.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf81ecfaa648697a4b8a8559754c295cdb84f36e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10218.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10219.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f9f67c9a6e96e8ddc877fefbe3514e603226a5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10219.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10220.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4c078d8c2f9a0c74a063b553d38e95e1b70385a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10220.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10221.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7cb53c5cd08c9313672d2ad61ce675aadacb29f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10221.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10222.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3111b5c8477496e44ffcd3ddd7d4e139a69efc2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10222.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10223.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc678d486f24ad44d4a1ce7e175d4c80ed5aa092 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10223.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10224.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e41496cacb936be3fa5f8168b74eab4f851fa03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10224.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10225.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b59ba68729afe523d731a1f6bd105a22d841ab0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10225.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10226.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67a589842d08ee75fcac32f769c9eaab60eeba70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10226.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10227.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89fa1049dd8329826052eda6b3e463497db66c8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10227.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10228.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90a7476f838f1b29c2c4a5f1c4a2f81233f7d522 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10228.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10229.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3719d9c7fe9673c378fcd5a03eec6a478bb02a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10229.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10230.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c4278c6a282b430f3b6de7269030629d68c00eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10230.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10231.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb89ba96262249cf0b93088ad8947294f921b562 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10231.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10232.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f464f8eb71c6b9cce7d5151a38e806400d4de73e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10232.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10233.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87a35041b72fa386978e85605396c230d16917ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10233.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10234.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e95730a40e63d64a48a5c5457919dcb8d1fafba0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10234.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10235.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07f7b75da4e4b6ad571f78ea2d43bc1f3bad63d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10235.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10236.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ae335f6ed8f409a09bf613d3bf91bf36bda7a74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10236.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10237.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15aef0eb386ad204c4c18c3afe2b21dae2c50f93 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10237.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10238.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c4964dd10c52a72e2e6f025805b5e22a35ab786 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10238.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10239.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da0204b37853613fd22065fbc8d16cb4bbf2b910 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10239.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10240.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7794259ba6b55e85360ab56d8159f2cca183798c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10240.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10241.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2be93dfe91a17e6896da8ba39b3a0880a327879 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10241.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10242.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..284ab559a32a1805bbbdca728b7833a766bf9d3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10242.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10243.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c20167de97061213fb61b8c1798b6c69454f0626 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10243.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10244.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10958ed2257ca908d4ba072fd2d8e1270432cdea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10244.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10245.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d38d24ee523e7904913dfcae7d08e738bbcaccc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10245.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10246.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..385a565e8957cb4a5165d4ac829409b57e748a47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10246.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10247.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f466fc2f14c64b54b735b2be83d6556a86244f92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10247.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10248.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15aa9e8dfc2e843ca927cc476284eba449df8818 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10248.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10249.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db81c33efea513e01825e9e59e1ce58d7ab679e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10249.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10250.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d6b8fda88dc621126c7e0ee6aa5a29ded594333 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10250.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10251.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..160a3c8204c0b352cdac869e7282a2ea6b85f8c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10251.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10252.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089e6d36a08c7397884520c98358a212c51f7cbd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10252.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10253.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d39ef0fa51242671bda90fb093e6e460b1b9762 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10253.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10254.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1a2b1c8f1a1b58f2eeb39467c5bbdbc6202ad18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10254.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10255.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a90b82fa678d62c6b7d6486d261d0cd3d432fe5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10255.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10256.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf6815e3302f4013922c1fe31ee5d96fc8822027 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10256.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10257.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39b6d3d2742df0c4e801753878b2dae6444ab605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10257.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10258.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f489760173db3d4657e62b8ed2387e489aab703 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10258.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10259.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c1ea1822984fc4c7bef4465ddecd456ccb95ae1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10259.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10260.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e077a09946152d95081f7763abd56d4c897335f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10260.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10261.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9eea5580b0b97e62a946238ced9cc6a657ca68d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10261.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10262.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70f944c257582f61814a7e7475427cad8508b268 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10262.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10263.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6106e02527f80fdfc2ef34aced22ab930d51580d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10263.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10264.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16e33a6ae3759b6f4655d7e7fc46117eef40d12b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10264.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10265.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edc5fb1a6a8601beb2a3242fd1b98e17537edcf0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10265.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10266.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eca25647dbfdfedcfb8deec09038b1282b90b3e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10266.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10267.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15a5deea6de5c0419bc745c696dbaca9c3f514b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10267.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10268.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8a6c032d25e78d6577f7567ef65fc349b944c84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10268.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10269.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d18164e8ad14b32ebc26b5b47765f6d1926edb2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10269.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10270.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d029218e9d390b3277089bdc8c780f7a8a791d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10270.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10271.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fe3667b12eaebeaec04d5e8f5aa30eece392814 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10271.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10272.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11d38f012ff4f8d2a33d24b42259ed3907ca0593 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10272.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10273.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ef924ae9b5348ec2496a8276842744f86dd8813 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10273.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10274.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76ca7592df9eecc8b2b1806bb7e2c50e9eed1528 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10274.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10275.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..186a95e9ee7418dea2b55637c36ca4496b7214ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10275.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10276.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17d49420c9871936c20471914d4464c58e0a02e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10276.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10277.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43c78921ec90fa27e532e8b4851cc11ccbd5829e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10277.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10278.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6aa97a92e79f544b77bc9c6883d9338ec5338e27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10278.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10279.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13eb656e08d8ac67b2723e688cfa826c8a84aff4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10279.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10280.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69cacf03e211da9fc851ff0624a7b6228d682cbd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10280.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10281.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b43b4d983e6d54e5779ad058c0bfcdfce5e83977 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10281.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10282.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3036d75d128528ac5ef5ed0891347ac8cbe581b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10282.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10283.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff220a7b967b474063b0680771ac2cd3b6957dcf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10283.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10284.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..245c68369e78b3a27eddbfc43af17edc397f1540 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10284.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10285.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..deaa3b8e6a3bc571ad0d2730b407edc7e54b5491 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10285.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10286.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f62ab2e01c26ba3333364b75736f8912025a4c2c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10286.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10287.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8586616b9357648f35eaf5612e44a3c661b8ddc6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10287.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10288.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..699a06429aee287f6a93ff2fc66d713987e486a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10288.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10289.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41f9816e88b302bddc72d3096fa597313d9b0e9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10289.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10290.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..028e06f618b91fb6e940b44383b462cfc517aad6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10290.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10291.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5b8464edc8d5c35ab07e9211a93150051c81094 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10291.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10292.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00da6ce05d8551465b6a6c6a18d83b51f170f846 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10292.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10293.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d979fc14e7d4cb6b4a30f8cd2b563e1cecd41e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10293.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10294.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13ad80f17e587d8a78dee14822b17cf618c4f9d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10294.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10295.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b3e395bc65c836f07d085b03a01b43b1eee7cfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10295.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10296.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51105d7e5f3597c5e70c0f96576941ca7445b99b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10296.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10297.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dd40d47254547f30c50a401ae02bcba8ba1ed8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10297.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10298.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1a789b2fe3721ff45ef238cac3520e41a38d2c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10298.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10299.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e7ce79a200b4e49d0b8802f454fa04eddfade13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10299.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10300.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b3c9d2de3d2ac33bdb30fce3624f4c97294be69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10300.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10301.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3248cf6ce421af4d639b63557627c8d208df069f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10301.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10302.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad08844fb97533dbbe66ff3dce32a6e933ac9f26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10302.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10303.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55e39a8adb908aedf877ec7fc96a679aa15cc50c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10303.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10304.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..825ebd79c7c868754a7d014df17328aa734f18df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10304.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10305.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dd6db1a9f68cbee05e33688be445415597722fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10305.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10306.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df745a46590c9c2b35e89112701566eb4851fcec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10306.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10307.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e06f146b3c61c3daff0db34b1646539310242d6a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10307.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10308.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2a1246b51c227f12f89adf5c2dfc64462b5f24e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10308.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10309.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d3d81eabbecd67d24ce1cb1a4408123fd21297a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10309.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10310.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e5fe905903c1ae69ca983fa077691d116b56911 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10310.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10311.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60ebc031eb219d7d037a099248c624cb417a64c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10311.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10312.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a52b2511fdd3e62e74824a0c2f231f4442165836 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10312.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10313.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9565c79e31b9dce67be28c3e92813dd07cc269f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10313.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10314.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c71468bb3bfebff517775998e94ce3886c9d5e13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10314.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10315.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57b335a4ccf1be8bd90ada436604ae1d4bc131ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10315.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10316.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd487929b4be9e2ff447417cd698ce2b595d4aa3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10316.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10317.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df586817e0dd7dc8940d6093d99b4ab3d95255f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10317.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10318.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d0ccbc0b48c2354d2aabca5e551127535e199ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10318.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10319.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90ca2f545731a28cbe4ef70b5161a9b4176bc1fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10319.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10320.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96bc48b6a9eef230f238f6089bd3eab989517650 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10320.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10321.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e5cddd77907c894d222e2768563d70b570b6cda Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10321.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10322.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98a6acaf661b7446dde54ff7afb078cc6e86def1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10322.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10323.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..183b78a2140c787554c4a74963563f79b04fa54a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10323.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10324.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..971f409acfbb6299aacfb1cc0c78caae2be6f677 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10324.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10325.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77d555bfb7a4ef9a08a25e0651463eb856be1773 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10325.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10326.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d52702b5b31559d2a63ca88bd5998d0f02bbefd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10326.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10327.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7e0fa9a081b8daa0e65a7497db9b0ec7ea7e004 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10327.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10328.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95fef025bbb8bd6fef5807758c092a24b77639f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10328.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10329.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b018cd1c4e98e705a22fc4d76a174e8a3bf5eba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10329.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10330.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..096a708e9b21e3fb5eafad0ac376508ad31a4021 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10330.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10331.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70b6df6c7d089f2541cf917557f77a5f48e07990 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10331.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10332.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8065a9870845d0e7b1e4d76e9804a7438a246e69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10332.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10333.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb298f0c8e88666797366409fe1794ede8b7482b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10333.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10334.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11b476824af215ea8b668cba53c5dcdd5d6680c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10334.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10335.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96cf54c01c5b2185bbf1b26f16512e210f6ff135 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10335.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10336.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84eb614665cb5ad79d1cb12d16d4f8bf13384415 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10336.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10337.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f64029e44e71b4be94b128744692b933840a4bfd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10337.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10338.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d8438a64eaa75cc8127e9013afc8da382d08a49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10338.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10339.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e40ab8ca06299e022d938d43f024322fe0c5e6b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10339.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10340.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f782c6ba64a959f31c6ac8e1b3d3390fcc872ea0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10340.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10341.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b0aaaca373342cc23393c34b6deca8754744b98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10341.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10342.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b3794e0ed785099495475f886089ae93bd01dfd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10342.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10343.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9f6a29b3519da6077bc2b9b4dc73befde73b00e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10343.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10344.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9a79cf807ed4ae8aa379af5d4b3f3d74b0a5a74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10344.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10345.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..078cf0f26ae19e814fd86693e87c1dda35c6116d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10345.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10346.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dad31bab9c67afdd995f9fd900190cdc527597f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10346.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10347.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74f1fe045d3cd3c316d949d17770bd10122c8aa9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10347.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10348.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..180f6beb903a7bb735b581552d6d7220b6770fd6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10348.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10349.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..172b46dfd79104d0155f2604d30a11c24f9237fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10349.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10350.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0a31af71ae7d862b41ad13391a674596c9f503a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10350.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10351.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a4920d9e39735c4ea3a5b60dd6f22400df83223 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10351.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10352.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b1870a002785e593f2d6eda1bd36680f37b6175 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10352.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10353.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2458db469018757a7b553d4cec78d6f0dff30ab9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10353.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10354.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7a0737e8558ec86da03aa998a570bdb6400214c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10354.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10355.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58e4b1daa3ca78efdbfececc4c6b8346e0e95231 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10355.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10356.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d8d0377908011d772cc1b4942413cea33a4b42f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10356.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10357.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8038075e701fd39b38c3e60b398f74a2ccdcee88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10357.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10358.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce19b489e76381fe01e6c9c81b32cc8b6d105896 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10358.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10359.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1980144167e532a9dea15f7d199c9d23138e5f0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10359.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10360.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fffd68ce01c09cfe90787579993d3d80f5fe215 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10360.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10361.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f5e0e5a85dd0f9e18889f7b703a9b35b5b6de9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10361.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10362.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..312490bb0ae7784ff15521d2421b9c35e0e696a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10362.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10363.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e2b9cda7a904153e2b13cf72ed837c4fd08d350 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10363.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10364.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39cfbe2830120e869008269874686f88801b15e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10364.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10365.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f2fa41b0753088f84404640b52dc9101e746b91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10365.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10366.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25e3933e2afbd1fa5c6da04c8349cfc64377499c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10366.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10367.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3532ce0463825b5df08e9b20c6f2c9f7d9f734c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10367.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10368.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f185630938e5e8c9555b48f5ffebf10703ead69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10368.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10369.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..024a3b61937a6469201ef9bcc41be524ffd9b90a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10369.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10370.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f84dc0e6c4e54f79a1b309b0d987b317c03aa1d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10370.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10371.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7518b9fddf53835e27fcd6f80fb80866536d13d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10371.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10372.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f5c1ff246590dcf69b08ac120fd34d80e2daa8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10372.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10373.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..066218e86828b4f55fd1116cb8d227d024df9f5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10373.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10374.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bbbe3e8ef41d82797ff184ff19d5d4d9e351c18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10374.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10375.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea7887972d2175751a4ea0789ba3a31106b29b29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10375.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10376.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..463fb5d2573e060edb15e93554519be59b6ed763 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10376.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10377.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db7efca31601e5acc2696fac7566ae1670d2bde7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10377.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10378.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85bedcff6504f61d2484247eda23d9000c3daecd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10378.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10379.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..982e58ed87814963c11596ad3f9a0695786db661 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10379.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10380.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ce2f561df8077b6f35583d7bbc9764f94a9adbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10380.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10381.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a033ed6bc67f2cd787b948798f9be9146346ec1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10381.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10382.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9414741cbe944640b7480eab6873c3db408bd4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10382.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10383.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ce1a9359206f70aceddfc5fc33b8e752bd4d228 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10383.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10384.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ea79dcd8796d4c0eb1be485ce6f51cfc71e8b9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10384.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10385.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b63281fd1c382d33a027dfe7b678195caf2ec34d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10385.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10386.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..085410cf5a8a045af3823c0267f1bdc976a675e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10386.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10387.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7562eed3dd516895d81fcbabc1685bc6257b6341 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10387.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10388.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f19a30ca63a73cc0951c8c98a7c6912014ba404f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10388.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10389.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c57f3d737370394ca992b6662ff1dbcd3a80566 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10389.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10390.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a18a39df9505ebaa1b3ac7bb609f8a92b18878b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10390.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10391.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e5683cb16bd4868c3b02ffe7e30391572cb8b28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10391.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10392.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21ba9df48c852544d400910010eac7fb52979d9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10392.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10393.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c8ace6a31bebcd07067e1b1c6a1e0fc1530e4d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10393.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10394.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef4b2176dde5824b870e2c893323d239e1613424 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10394.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10395.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9035584f07ff32602f3c8b7d578501cb3fe29ec3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10395.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10396.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..142b3765b8209f912af6b0c6272d0d0e2f581912 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10396.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10397.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09234179b960045f51de6cd6d83fac89de48f19f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10397.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10398.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..273eee6653465702133ff59975d47ab095a4a74f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10398.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10399.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8a967879a638befddd22e0084f3404844eadf42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10399.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10400.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..373f71f6fba0ac20d509115c2bc87b3becddb972 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10400.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10401.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9db88bc37c8353c20508fe3f97cdb34a306a3e2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10401.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10402.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..547907fe20625fad623dca8688570f873e5dac7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10402.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10403.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c954edb080c025b5633f87a35d7e4bf93e1062 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10403.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10404.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdcc8ed1c44b1d21bdd58d8edf94afb0a2faffb0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10404.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10405.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e91541fa523f0b1c4593322186eaba8677ba5389 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10405.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10406.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e18f70a90194abb4ad1baf3c0d78c42456502284 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10406.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10407.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b86bb7bc2ce0dc6ea68b784ad1c17e7d91ac4eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10407.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10408.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a239d9cc65e16191cc71c82f081a2347ee602db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10408.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10409.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f348744b0cb9fe8182135978a0a8a83062ffbe0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10409.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10410.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55193bd50b04c3cb1ed5b91fe2ba6a37c71205f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10410.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10411.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df2aa9516960710011c373618054d1cb9e0b5c8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10411.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10412.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71d386019cfc097a908980db7746b2fc5e756d0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10412.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10413.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc001138d67deefd1a44029d739926a533bf877 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10413.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10414.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd5f074fed49973410fe77a607a2c81167a8a488 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10414.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10415.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d4b383b059709e666643eeba598dc7196cf1380 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10415.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10416.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e150a22e382cf72f65f804b3b9dddccd1d4907 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10416.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10417.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54bb7fb450a068c81d62c8ef760e501c3af9f15e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10417.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10418.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..556a0890571ba1be45b25a7199ca6946d37e29d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10418.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10419.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f052a149e2ca565f7e1865902a271fcb1bf3610 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10419.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10420.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a6bb5e956b2c25daa556ad2542a4e3231287b5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10420.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10421.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6096b728ae0c973b5d07e06b5897c4cef4247595 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10421.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10422.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c82424932670f4e01659ebd6ea22a4403f4f3408 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10422.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10423.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..583f87b1719d6daf4c4f9fff814708e6ef7df460 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10423.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10424.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb2dd151206c01db211cf445841a071e3611c73a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10424.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10425.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83f5f86f364ebc10db4b0fdec5d7c2b54c340051 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10425.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10426.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f255ae811bdee8519269fc65310c0efc42c88cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10426.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10427.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1f78f0a92a222e0d17904152b3409bb92b07c79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10427.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10428.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d42d839aa9b382473d3e06d9518ec8330eb03d98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10428.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10429.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc4ad68edb874cec99318b5cf59d11cbe96172f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10429.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10430.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a0588e1a4b97b10cccf3863d5a6d8bbc438fe8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10430.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10431.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d23bfcf8bfc0b28c9f1b941371b9e08eb50681d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10431.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10432.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ed785ef16dccfa53a9e01fe4376293ed1cd1823 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10432.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10433.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..810819ff3d5104d3290cdde79c8e23f374e23524 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10433.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10434.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd555a4116c5868a729e4b62633b0647ef909db6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10434.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10435.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b14276449f9805e76b57cbb17c6cbcafbd5673e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10435.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10436.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4bf90ecca136a91d9237a8f031ae229e5d39324 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10436.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10437.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee9315310dd2fdbe9e0f783710dc57df45a4d953 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10437.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10438.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6947002984c1225c10d52a5f27577650af6b036 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10438.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10439.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a625a09f1c97389468ec8843375c22946b42effe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10439.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10440.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b40257a458de1ffb2e7c1989035fb2520eccf3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10440.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10441.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92a84586b1129d41fcb8206166701077704295cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10441.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10442.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0c809c159b8c11dc5be730c88d60027698dd200 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10442.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10443.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b28c840cc2ba13031a292f1a051200630f0a211 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10443.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10444.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36dfc45a86fc6cb96926f2bcadb5280e9fadef0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10444.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10445.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7caee633dd5ec70126cb9ff38980fb84261fb0e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10445.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10446.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3a235751d0101615deafec462537700824b3a7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10446.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10447.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aae0619dd3d17c657795f3b35048c13142f58f56 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10447.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10448.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a7113ad1aeb61be0aaa1cf7c9ae6d36c185bf2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10448.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10449.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efcc16b88f81070313ea8ad3e83696efa220fcaa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10449.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10450.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62558307b25685bf79bb6874a51705d8ceaec81d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10450.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10451.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3092caabfdb91420cb154d8629e500f5ad42eabb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10451.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10452.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c07545dd9655db28517a89d855795c3eece8ac0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10452.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10453.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e753b4db69ed7f75a1b9beddc4ccec22076d54de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10453.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10454.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e24a08b66d44d9cf884952d9121849ff3dea5a59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10454.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10455.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94e6e2a51a89ea76eed4bc84bcc9623bc6789d0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10455.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10456.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..109381e6f66bbea15f51bdbd946f6094b5e1300d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10456.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10457.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a97b704de250f101543a6d47e3b90b3f3d9f112 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10457.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10458.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f11ac41499962fa95a4b7b507e99fd70783beb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10458.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10459.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0dbb6804b16f6a55067e427485f9fac91138d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10459.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10460.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e15458d2a4bc2c77967b00d4894ee58632fb9fb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10460.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10461.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa318b02cc328c05c04ed0f14dcb7e074b5a3d26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10461.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10462.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dfe82f3327dcde48290ebe0cee41ed73eb59923 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10462.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10463.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..231210a2c55a84d1d5f219c9227d50609ca0462c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10463.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10464.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d917880063883d75c9e14938176453a56dbfcfab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10464.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10465.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7159fd0de9d7b5bf20ce8b35d25e5d617cc59a19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10465.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10466.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dabe66d764b283fadb687ba92432af58783854b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10466.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10467.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc1590b89e888be18395d5a61870b0f76d65c1e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10467.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10468.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..813434405bea8fea10ca0fac0d7ff1f5bd7a1b12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10468.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10469.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38f6be534065ef8f75a6f80b7909c86586af3e1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10469.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10470.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08e87df566d0f530e026339afd47eb449fc7e5ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10470.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10471.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d248e017fff1784a23c19a0621a9cbd394e6fd31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10471.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10472.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5730c38be39c1a6f795163025812ff1355be4cc2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10472.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10473.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39ee01ffca5aa1f666d4a6bf6d7ab04ded410841 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10473.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10474.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48f1c8120e5992d52ee391224b3dead151610c3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10474.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10475.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f389d93be42238957ae74e27526c328fa46f5c50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10475.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10476.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a14986211f2bca240167542d510923aaf82d0ba6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10476.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10477.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..025b75223e2916a5de85908dc07f7c0751bfcdd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10477.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10478.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c887da1445335a79c504193a8adcf1a169c56ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10478.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10479.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abbd5177e7a3a3fcf2245ea853563d391aaec1df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10479.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10480.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e1b0daa80b65ea85b68709281969e3ff7b68f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10480.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10481.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8fbd48d729f51124eedc5111d42b657846f3244 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10481.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10482.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04d6077c9ede979eebb004cefb9f1f8ff3841806 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10482.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10483.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9eae6071a01a44cc7687fedb975c3c037b30abb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10483.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10484.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d622c1ce3985663a0d9bddfb9d277d93a44dac4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10484.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10485.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f116e8980619dd286f92ab7981e182000de9ebb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10485.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10486.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b62147ab59ddd979001fab0e1377df8dcd25da26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10486.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10487.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c8e7795d88a2e757693d53c5211b248f984430d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10487.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10488.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d1414495b17bab3ca114cd52a504e760b3fe20c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10488.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10489.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcfd362eec2f74331f7a14e9e76a882b608ebe84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10489.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10490.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0770f0aae5278aa8383b0b7666cd9dfbf845f89d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10490.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10491.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f28ae5bbb8674d8635bc4bd86cbf7ecf83088f41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10491.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10492.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64b5587e90540740bb1498989cdbcfcf5a076e33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10492.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10493.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0dc91f8969e7f5ddf64edfb6c992fa29028f1ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10493.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10494.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3aa7329fff89326d72e45836cd6a043e70d4382 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10494.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10495.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..985bf1e3003fdc13e1fd2255e88c00d1414ad328 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10495.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10496.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e18c0cdb31f2a7bb287358cd68009c3e0f54f7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10496.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10497.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d56413a80f2b5eaaa82911e3fc3c0cc334c6b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10497.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10498.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7f59f19e42a4cd93abd40176a5453aff5d6dae8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10498.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10499.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a120c9a78875faa0fcfd9d9385ef498be67145d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10499.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10500.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35e5af44eb39f377cd753eec352c1ddf4c3de0e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10500.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10501.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9a05de2ff7a19acfbf7bf69be42a8cb22e9cec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10501.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10502.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbc28f7643a63d07bfde48a770c6ecec1b5ae55b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10502.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10503.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbe8877d05a5c594428c2ac6eab52302765f7216 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10503.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10504.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdc5e19bf4de0bc71bc2e3fe0d12546dd40a02df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10504.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10505.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..341b32f116cdfbcb20ed4b971e008fd4d559bf0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10505.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10506.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dbc65ac9d3bd9b6f2f531928265ee7f85a2ecdb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10506.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10507.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18c521f78644dc9e831bfc0e6ea86b7d83784b48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10507.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10508.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64d96136b74c6337a4a86c8c152b34bd2a0aa802 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10508.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10509.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b7901f0188f3c2e59c13ff57077d385a1002f39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10509.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10510.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d87fd1818b8659f0c7d17047a5763b05444a278 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10510.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10511.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b381198c4acdd606741fea70e1a5ef45dcce73ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10511.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10512.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c9859afbc0a3bacd63e16fc6ddc65b061b00df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10512.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10513.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..385acc6230867d29ce9ad5ff6f5a5f4c43f8f5c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10513.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10514.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0730f991b9278f75577b60c27b48c42631dcb38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10514.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10515.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ce608d1f40b6670d569556ee1588d11b57b852b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10515.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10516.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ef537501e6bc318cf122c66f31301f3baa6c12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10516.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10517.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4077400e79ac855030d1656b3184f63b220078be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10517.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10518.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adda9142e1499740d9e978a156e8439167844718 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10518.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10519.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4624d3c4b4735bf2c0c51f9c7ec30006d459a87d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10519.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10520.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abfc45a376649ea486bb93c8f1010ff3c955abcd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10520.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10521.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69d65d55afef9c8c58b35c091caf1f25f362f8b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10521.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10522.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..412938b412f0f5a8cf3a1241fbb52c03595c996f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10522.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10523.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af95e72e698db690d4a8e6a6742b355ace0d34d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10523.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10524.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd9ea5a9e6a5f96b5e936c751a41babf06632fd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10524.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10525.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa4ff9f216810c1df7130e7dfecd591ce8e69186 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10525.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10526.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..154b33e19c6501ea1f20af5a9adf852561a8dd6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10526.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10527.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..194b11bfde68a4a4f0a88fc878ec57a798850548 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10527.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10528.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..736f851a301311fc557ae7f35489a43381b4bde2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10528.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10529.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a22c353f3503a6a087f57d14d8307b68179fd924 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10529.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10530.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7306852376d08292620cdc943de619576bfb3d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10530.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10531.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..517741ddf1604056c3d744d845af95f532701f06 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10531.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10532.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f8359f556ce48c946d19b711ca9414a7e5c53ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10532.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10533.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67f561cd6e5f7cfefa1cb1cd10ee9a89aca0b6a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10533.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10534.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b09d4b38ce7c5b5db56fafb5bbf242e5d6644eb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10534.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10535.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af78b6653bb3a02ec8cd03b6c03d4e4f3db3bc00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10535.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10536.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c9981b73e0a9206f544c0c4fcba1b843962f1e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10536.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10537.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d539cf4ca8ccb9d49182d1de069f442548dff4e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10537.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10538.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdd5cf4d2d6d41dc8e0d028e4217df23f1aec863 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10538.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10539.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e276f66e62a150189ee3235408b4b8858153bce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10539.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10540.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31b2f603407c0ab2dfb451580499d90bfc6a4bdd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10540.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10541.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d12a5298774b6bc5eac81bd4610b906556159559 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10541.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10542.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c38fcb5d605ad47c08df0d075e4ccb2a0ad0d38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10542.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10543.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..357b8c143719e1a1dd78f188c5ed5e28d1beb2bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10543.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10544.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c8ac9a2d1c0e0958709a94495ec498de66307bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10544.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10545.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d77b4be797b192bff456d0a8798c5ffc9d26c397 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10545.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10546.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca61097a22b047697a22d0c1890883f0ae3cad62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10546.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10547.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64477156c6e748549f447bf9bdf8ee1c300fb4c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10547.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10548.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec97b0f483fddff0a3c392455169243c6ba00b15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10548.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10549.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3866492780cd3f014a1619cb3b68385e6a491e29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10549.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10550.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..696f56bb60fd552f8ff8a6f6bc6bebc756f3a845 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10550.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10551.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34204bb1c0fbc4a25480a92a3c74b3c9ff9edf3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10551.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10552.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..678a26ac052a276527a3e1dbf107ae9a643096af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10552.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10553.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c63073ecb4ffc6c2c892fe718855b3f8c6b4487 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10553.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10554.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0188953625fa2c3573d1f9725c810df700243f72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10554.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10555.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02069cdbd826c63962dca612f6beeb466e4fd65c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10555.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10556.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..317e880e09bfdcd9772793707b9e7258faf47107 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10556.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10557.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..babce774082c23d1f0b5725fe9f51f87b36645f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10557.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10558.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e96ecb17ef09f1a6a3234fe102bc7a22d3defd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10558.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10559.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e16d7ba6b9d89d412329cbb42544d3c43956c9e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10559.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10560.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b886dbe63a20c20dc5f5517e39047739b5034e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10560.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10561.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82f36854ff058352729c39af056062f48b8bf0ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10561.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10562.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eaa481627e324cf22460d2436c257f31b0347c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10562.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10563.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b89371c58634b482ea0dc267bcec616e2ccc04cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10563.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10564.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a164436606905e286cc84252591bb5663e0d0acb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10564.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10565.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d83f178452b3fa10a1bf0d09656a99cfdc90c03f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10565.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10566.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f843cde78abb07f8f7b4c643831cb73f6d1d7031 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10566.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10567.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..628aff1fc2d53d8587aeb7ce59d12084dac80b08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10567.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10568.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5351b794e88e7c693e680ef25a4c1abd911514c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10568.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10569.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6b99938d0b78b5b756920ba0620e1a7e7367016 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10569.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10570.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b1b6b83b30839531d9f7960c2e211560f0ef4a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10570.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10571.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ca756195eed1c612dc3762f51267ca6060eee25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10571.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10572.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e163a7d2dd783a9c6d6271c256c7a1dd9eb3bc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10572.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10573.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebb3c4440e9561fd1a01a333562d950d58559fca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10573.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10574.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e506d51b4bdd7a69866865baf9be0c327f5cca0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10574.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10575.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..223468df78387bb9155f8923c74ca619aead8d7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10575.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10576.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3b6d60fe2c3d4d4fa38778944423a10ae54d716 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10576.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10577.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0500568cf5ff4270bb922657076cba8b728d590 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10577.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10578.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7698a7b9cfe586d2552833bf070959f94f06d324 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10578.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10579.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49e861b324161c3c88b35b4c451289b4d3ce181f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10579.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10580.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88d7dace067e30b647f0f99ff95018160b98b6d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10580.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10581.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37cd5d230034ef2ebdc9e43438cb5fcb2f409edd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10581.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10582.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29f4599e4305464401e87df0bc2b08c7227d7c25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10582.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10583.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..777ef9ab94d2fa56130d1edc20dccad90516982b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10583.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10584.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ad4e1ba4ed5208d33b437e86b7d7135d72ffa78 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10584.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10585.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5d91c247fe9704e7ac2d1ca9a904a9e231a2085 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10585.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10586.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f237df6d6b036e23cc1c7e971fe4dfe6746df9b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10586.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10587.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..722bc1570df665ef5888412f16fa0a01c152977b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10587.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10588.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39d550a30df2a3e10fe1859cd755894689b04125 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10588.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10589.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dbee85d68848c4331c3768ec94496d7fdb46d25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10589.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10590.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f83c168fc6eff060f0e13a91998159f20ca8b6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10590.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10591.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd577c43aa34ad933588449a38c17463e1f25e25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10591.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10592.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a1af0161e81b578731062cb63c5dad84ec949b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10592.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10593.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97aba4c10262b257685c489b99d5f7c580df3ef4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10593.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10594.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..624ffcccc56932197783d3a1b851aab33e077c6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10594.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10595.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cdefc42e7e9fe0af3d4dc23624166a5367d0606 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10595.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10596.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be7d43ad5c7d8cb5907e29eb9cba5488906730a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10596.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10597.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99fda6840d5b9d49a7617fa81b79fcc412824ef2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10597.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10598.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..233e8600fe65b09b8641ca3889b85d0dbff51df8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10598.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10599.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11571463f329ad6ceabdb926f91ac5d573334de1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10599.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10600.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83e11f92ed0e26383752f6800b6a8c07e2d7660e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10600.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10601.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dbe6e258fa8283aa08bf6226a492a439817cd90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10601.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10602.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5e556bc3dcb45a41b4bf2186680f2707604ed06 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10602.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10603.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2adddef6d323e90fa8cd20e4e67a4717c0cdec8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10603.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_10604.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_10604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1afb5fcafc835878469e43cdaa949d800ad99e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_10604.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5000.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ec98edf7005074590e6423b2d3c13a8c2c15124 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5000.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5001.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f700a82edd2f1e83c790895d3b3fcd13edde9b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5001.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5002.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d669fb507800a5ba0fc067d30c73f7294e717bc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5002.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5003.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e30efa5b801a56fc8183017813d55357c45a865 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5003.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5004.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5244e108a7692eb3f3a66682315adae44615f452 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5004.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5005.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..706e1528e25500fd5ec59e9b33ac07b4db23c59c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5005.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5006.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7794dba5ba28af073e01245ce9b9371e29f861c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5006.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5007.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa9fd28861f0f99c06d04cccd3f7bf1fa7f25e85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5007.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5008.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d339a337ce55fb2f5d00de5b3efba36f971525cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5008.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5009.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a81fde59f0ac377c82d90464d5e3973fd60578c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5009.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5010.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8b7544d7f1cfd172ef67654b5cc07a53eb1eb17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5010.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5011.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..539dcd65e659cac90dcb441871b654f8c9218dea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5011.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5012.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7806b1ac76fc00462d2287998fe15666117ac161 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5012.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5013.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..523d14b359afdb67ec0d12a0ac6f96fd8c19163e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5013.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5014.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..255006b2c5f9b34e72fcbe25ceb1bc3a671846d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5014.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5015.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bed2e3692fc08a9b78b26170c0dd74fc104aa389 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5015.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5016.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef266869787e0831c12afdc2098890e416d0f764 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5016.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5017.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6014bc8daec016f3e8a2c6ff2e1a4bd0d528b84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5017.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5018.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83655a19f5c940d8c91a510f1725a4cbd5a50eb7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5018.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5019.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf0e52987952800402399d43b1ab523cf70fa130 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5019.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5020.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..568ee1f9a2400528835d334833c967dd4768a6fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5020.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5021.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78a0be14b63b236b3e6b8b9f58930c9a30fa9a88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5021.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5022.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b10dad7aa69901d087c579a6df6890e2d683a14e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5022.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5023.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c125aa14fb2f1ce39511b2f3ee811bea152b8e6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5023.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5024.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..782abbf27ab42cf8fd9b3c9d8fd6d3b314e09da6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5024.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5025.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32bc81b41dbfa9fa60f12549cad8bd529cb4cc01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5025.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5026.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c3a040370615f0efaf341a7b4c36428e2169614 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5026.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5027.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ea60e2ca758f1155981ee8384b922b9164b0ab1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5027.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5028.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7618651d3caa9d837d31d5735ecd144e928c52bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5028.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5029.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fca87aec46b71ea00573666fab8ce17e2e525114 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5029.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5030.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecefe95cfc0632ebd2a4eeea4875a3fc2e88085c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5030.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5031.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7d1eb8d88618b4fe235aaa82276065459e967f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5031.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5032.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa5121b6dd0db8112e9ee4e53a146e23dfda1e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5032.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5033.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..213fae5cf99d6da1481e6d819c58bde52bcf7ab5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5033.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5034.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9915b23b96f999c6eb8b81166f376c7133979412 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5034.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5035.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be467e508986e06c301150f62d678023cb5c3853 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5035.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5036.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..656c4e284b3ca6ff9cd6150ebb586187ae1b92bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5036.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5037.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f23ce2f3126099ee414a13e3e874f90e3103ad7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5037.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5038.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0749cdaad6c21ce03a77ed0c80256e4b8953c60a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5038.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5039.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf9dc85c72bbda5b86a7505979b207523d7d41e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5039.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5040.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae298e0e7e4bc42284882689e608cbe290ed0044 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5040.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5041.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f2b300c02fb92b02d50bf3b3b36cb649b229ba1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5041.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5042.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4801cead056895cfc948f46bdc413e86f58b657 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5042.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5043.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c3bc106bdee8341923e9ff737dbd384ac18313d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5043.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5044.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ec0b43aefde63a9e806d71b7c88083f227fe366 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5044.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5045.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6682c7e1682719dc3498a6406186379f34b4030 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5045.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5046.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe80a103c3691e1985ab053636de7f7adc554b61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5046.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5047.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11ad5914429583002f39be7b2da2e6dce7229b59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5047.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5048.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..748686f70108a74c2345d507b7ee6d8176209c10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5048.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5049.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5a42b733c015122c894dd94c006793dfa037de7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5049.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5050.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6769d5406494fdec95cbb785510335aa8259a4d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5050.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5051.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f77dbecd84dcd2586371bbb5c112d2970832616 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5051.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5052.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcff201d268dfb4c4bba6d981355896b83fead70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5052.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5053.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8960c4320d2b1ec53db35559a8fcee0a3c0e5f97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5053.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5054.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17f7bac58556977a6e423e9b240d111c8ab7f204 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5054.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5055.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba3c4970ad2cb1e6fccf39478c68531e2bfa8ac6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5055.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5056.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..206e423f14a9c173e7a0afbd557a76793e873746 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5056.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5057.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bb47bf16cc5b96d67afcbfd068d27ee60c8b5bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5057.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5058.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49428dec7b70d12555d3ba42ccf07c630cce772b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5058.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5059.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e76eac115cf2075cca756266f2aedf595a1cd2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5059.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5060.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5505b411c02c012778f8621f67cd42f48a0e273d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5060.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5061.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a51c5ad6e10d20fd65b1afd17bc7bbdd0063cfb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5061.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5062.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b97b3639c1d5ba5fbc9d94ddb1ae924dba4249a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5062.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5063.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7899196b664961a45c03935b75c96e6c33b20c6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5063.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5064.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7b2c9f45968fbc74fc1dcbb40186f736aa3d3ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5064.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5065.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd819b18692d91d229dc6d8185c5c44e5b43477c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5065.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5066.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5c84555a7b5a9deb0448859bf2e2638db2871f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5066.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5067.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dd09006bf93179c9859b430d0e59888200f4b91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5067.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5068.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de6a8e66be548c47ab2920c78855ad60dcf37728 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5068.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5069.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62bd1fcea4684f445dbb1c8bb56f9f8bbf153484 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5069.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5070.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e61e2c615c8822699cd11554acd3fa2eaab8a19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5070.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5071.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24bb577a9f9bc9ef2c4d69d3a984150f3feeb59e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5071.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5072.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aba219574c8acc4143c3f11ab720065aa9349996 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5072.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5073.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dff4dfc2564ac84260b1f61c330c0e50d97622b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5073.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5074.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..144a1e3dde1cd871f8649f582f2f6e2356d99fd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5074.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5075.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9cb34c0c2951b86ac6d806b78a0e25f841f5765 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5075.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5076.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4915f6c89b49b344ad2f9aab415c76544eea95eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5076.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5077.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcd876a7ac1b72ac403bf224f1e1226678d7f998 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5077.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5078.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33630a70978903107d1a432c13f27b0e111e9b65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5078.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5079.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8519191548279826a3f5fb014103cd6b1fa26ddf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5079.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5080.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089cee67ccb2b43ce0572c1d61d1c2c97c86d54b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5080.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5081.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be5c044a9aaeb4427aa889eeb5fbc4cd63c0047d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5081.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5082.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177dbbeafb26a630dc1dbbcf7283b1a82825b410 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5082.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5083.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33c818f96c6ff54709c33f8ed18975f4812823ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5083.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5084.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1463bc2bc891ce56e6084d08e6d6325e95450ad6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5084.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5085.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56d6b4706bb34ade4d67e95e691485c8233f2d7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5085.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5086.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cbc0477da2b5dd1eff530450edc80b5598ff351 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5086.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5087.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bb712ce4035b01c5fa9a499112cd2fb3eb3ed44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5087.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5088.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..017c77269168cfbfffefecc9411ac323c3db647b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5088.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5089.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..150ee36e3bb40727565c61a7c2e30c2b80c953aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5089.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5090.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20d2cf9197ccaaeafb185aa9c0edd16e29d03895 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5090.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5091.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70c92be9d40de90bcd027a5207efa1b1f80a5fa3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5091.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5092.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b255ba680c817c8602e999bd670357ef31877f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5092.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5093.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87957e86e2b3e6977a8f948e3deb31869cd923ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5093.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5094.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..258c13d76e9f11eec48240b83f6b58f00a55d887 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5094.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5095.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e30d12c9601ddf9e7b9043ad4f346fa32432bda5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5095.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5096.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85b96a1573ab1d0175f0734b96ed3fa7512be24c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5096.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5097.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccee4faedf6f9355f09f0d4ee701000c07e3a6b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5097.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5098.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf6cb938777ac69f6947ba7b27907218eebaa1ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5098.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5099.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e30964db69b3cdd508786ed89fa46b2de4a538 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5099.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5100.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1882e5ab09bd4177d650c925970ede76dc32b7ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5100.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5101.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23226428272b8dde26293b15b2f6397648fd20ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5101.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5102.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08d8d76a13855426e422ae142e3085d119b3ca65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5102.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5103.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b58aa7d3f7dd12f8806c187ef000c213c8a3d9ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5103.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5104.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..506b982caa73aded9100b29fe79ce80dd6dd7875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5104.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5105.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..477163c13d36cce76c02b0048f42063e98f32e7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5105.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5106.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31a441d43d1a5489248db874f7af0a6b24fdc57c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5106.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5107.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..979ec18ed09eee61fa01e20c9859b04eb9572af4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5107.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5108.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..189c7f871791e78f1205091902abd51d5119f2a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5108.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5109.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef0a85875804574a3b6e8178842abc446c692616 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5109.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5110.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76b8b02d2ef07be98306c6d41e61e9023d6b93e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5110.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5111.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27bebd567b5dbd4121c633049f6100ffb7ecf18d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5111.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5112.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6aed7d8f2c5b0eb95b5871cf186c16a389b1489 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5112.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5113.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f219b4ee0edc057cb3a276009a47cead128a986d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5113.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5114.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b99bb6e0fd12c9b46355061d6ba627ab1538aa8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5114.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5115.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d32b8061a4cbe8f5aef2a275302b3cc3226455cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5115.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5116.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c9c905492e09de965a247a21ec094e93f46355b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5116.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5117.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce51b47a39d8d122bd59bf81630e378a8bbd76ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5117.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5118.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fca5edcc2f80515782176a6e679da085241a6c79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5118.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5119.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af43ebbf5b0e824da7236a5fb35cc825ce0096ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5119.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5120.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02de190d93bfb74e37f9a271266f6e6304204507 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5120.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5121.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a21b1bebb77a0dc8c6313ba96993ef767e8cbe2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5121.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5122.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ea18494dc532fca62dba8f3f1d0de936360b99c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5122.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5123.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4e4beeb4f3d9db15293800fb4c4e0f4dea90038 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5123.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5124.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19bf30d84823d6dfaa504c3223b5750d86cfc01e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5124.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5125.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1747fd3fafb87b3709d297d470019b7f788690f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5125.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5126.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59c856a32f9f3205b712e80ffe79b7ff5931df8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5126.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5127.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0f893d24e7b0b33247af384bcea039db0fc167c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5127.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5128.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46656f830d13ff469e693dd8cb67daeedf78ce98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5128.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5129.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa8016f97370356a8f950c4d357cf40db0362a43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5129.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5130.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68bc12c6d73042aab33aaab6fa459b2e625980a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5130.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5131.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fbcc5034b8ec42e060eee2729aa36dc2b237ff2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5131.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5132.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..497661c22746aa9e9df3c1f9e2823642935e7624 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5132.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5133.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b4a8f8871a5210eea8dcdcd3afa7af4467d918c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5133.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5134.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..306fca3bf671ac33fd00fbbfc87347146d54924b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5134.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5135.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e25b11acffe2beff8f1ba003b1ea0feb094fd90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5135.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5136.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a803ef91fb6ac0a221b02ac4e3f95f9b5053af69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5136.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5137.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b3734e0220d1f9e5140ef52e768b458b909c418 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5137.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5138.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..523ceab700b64a26d09c77e2c08fbf4df1d5c13c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5138.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5139.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c51f6dd545999daacfcb5ee26a19c4e47866794 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5139.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5140.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..525a74cad24d2dbe5f2bc6b3f138a31d88c8aa95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5140.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5141.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22ae8e6f70253a4291df38b2d5e658b0e828dc32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5141.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5142.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67f1595c2542de5613f01f198c9602bf22a2a7d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5142.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5143.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e4116856c5bbbc1dc54fa5bab27ec7ada7e5f90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5143.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5144.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7eebdb0ae6ad4ae94fa4a6ffe0348152a0af22a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5144.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5145.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0140a9c528c9c238526f4fe7827c0594c0afbb79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5145.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5146.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..392ea35cb79c962149eea9f430d6995763e0c5ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5146.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5147.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7919e70f4eae38080fd0925bbf9ec27e51596425 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5147.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5148.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d07492d94cba8c6b13cf9dc9ca9a90e134aa0a63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5148.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5149.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c7fff006fa77959c15b4bd8a3e6c6ef3a949476 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5149.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5150.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49713f988a3b38cbff49acd49fea264417a6ffc8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5150.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5151.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6881b164ff00fe1d8b7cdb3ae674160fd82415ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5151.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5152.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ba9a2b026fa44899d61345f08959b77fc976fe4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5152.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5153.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..983210997ba700ba9e1cf630073c93041776ab74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5153.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5154.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4193d223cc484dbeb7d55f391cb737ed49f43e76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5154.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5155.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4cedefc708da318b794d5b224639ed37215a166 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5155.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5156.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..098fdbb9792068a60b8a32f621a82617df2767bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5156.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5157.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3823cf0b94221b32d587d18170bf1f69fd214b65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5157.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5158.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8ff010d2ca9a9b147412d4adf2fe6720d8d8c5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5158.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5159.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b857e4942a1bdede6786c1bbd80cbbb41bbc8bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5159.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5160.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07c31f5efebbb18372725cb72432c99aeb31381a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5160.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5161.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf78812fcbdec309cf2b6587f77486ef8779862d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5161.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5162.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aeb63f40606439287b12549d223c9fa74fc0ad0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5162.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5163.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31e61823a0e38eb574d08ccfcbd9f97e34c3c9da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5163.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5164.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95aee78a725a49177c0d3c1c5649f7f9e7b6d0a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5164.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5165.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcb13bce5cad5a47386e00a52486258d561cdc9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5165.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5166.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7080dd62ca16ac691535b17099cadf15e156ebe9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5166.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5167.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..043e3aa888cdcb07588d3391413e6f345d678bd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5167.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5168.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..032ca55161045b6c302fb003835a9a2671b84e4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5168.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5169.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b4afdc4fcb8e1ff32c4fb0e661b8cd891b3c586 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5169.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5170.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fee85267057b650afad60330d0866237235ee6eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5170.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5171.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7050788b03e300cb648c79b66e4ba93e16f6873 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5171.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5172.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c28a376e26d0ffb5262f2cb87aed454b462131c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5172.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5173.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..047d6a8e63da6267bf0049d30a3ae0380d307317 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5173.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5174.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2126ea5b6f92dca01ebeab6c9772c60a7905fb0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5174.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5175.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ce915812963f2b9c9f3466be751e82fbb4e8ff3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5175.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5176.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9cbc4825c1e32068e2958ab170be64b890be441c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5176.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5177.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68491172e73d255eae863a923fdb97ef2bda5cd9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5177.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5178.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc5c9d04e1606fc4997cf17f632e3e751c6f5a01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5178.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5179.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d83453525c0243fd1d82743a3d4b91e2f000c7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5179.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5180.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3883981f9b7f3537e89f06552cac62147c474a64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5180.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5181.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4afb9aaf2ce0ed5a59dcfc7eb9b5cfbd07d700d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5181.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5182.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08559a8a5d22911d10c6830a6b683a4162451958 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5182.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5183.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23ff1826a1173742b4f2625433c76c9a23bb6499 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5183.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5184.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5148ef0752b4aa9f35a2a10998db27ea917a8d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5184.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5185.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f4f3658c41842e4aef4e49c4584959246eef812 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5185.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5186.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6db3f5f5413d66d16291c2a8f4be1ff65b78a5f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5186.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5187.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f0a78bf3412bc999ac3074a6b770ea5f6016b14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5187.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5188.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6378ea48db7751cc284f1f384719ef7e64bee32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5188.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5189.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..684b02346b17f99c789f046029feb3bbdf32e9cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5189.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5190.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ea85ccb57cebc84aea0b128422b4ae7c27987a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5190.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5191.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93d7fbc6f0ea978993ce3a13d6f4778b35db03b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5191.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5192.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ca363b8f30907ddaf47e184c99ce71a77b34fd5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5192.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5193.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7842d24b4c2f92067bb106be00eb08b6d890192 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5193.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5194.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98290bfdf316b44f2ca2f151a5641bf57e3111cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5194.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5195.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d4244c38d76e1ae9408246a471fd57e0bc71a85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5195.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5196.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16fe5b3f898c312c344d44c0bc30987f7b53e598 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5196.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5197.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2746829c1b6048ccb607901ef0783abec3feee5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5197.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5198.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7a0bee96e83b59ba61ee8d5e14c1bd0d36f34e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5198.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5199.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f011ffa0992898ffea0868722e9197e19f14a9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5199.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5200.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98ddd18d3a7647a5dcee027854c44ef1fab76e99 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5200.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5201.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4cfccd89d85ce493eb4d368ccb54a822eb6a1a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5201.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5202.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffd3ffe9736f58ec5a6e95165f9dd09021f06eb0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5202.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5203.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..175dfb6d810e92675f1a1ac62202ab1bdb5408d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5203.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5204.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0486c72fb090ac49919af794444eaf0e68fbc8eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5204.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5205.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b554762649f3ea050315a5baadf24aaaa27bd88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5205.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5206.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68eaf12010759283a8d720f730c7da56a6d6587 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5206.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5207.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86283971f36d940ea830bd0df1c8cffd80f69b64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5207.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5208.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e0414c8a7ff61e2bd425318ef86c11b238631b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5208.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5209.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..809e8edc5b80bd97167ff2f27102bf307c708fd9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5209.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5210.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cf1cc1a686c015c1f53fb9b50c58fb8a015244e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5210.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5211.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddcb56b5a86f4513c41195af78d4c2f80bd1627c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5211.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5212.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc5e3be6378ad54528106bd2af8117ddc55ba099 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5212.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5213.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..024aa91294307f57d151627299663ab267213bcd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5213.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5214.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e3802bdb38f4121817b6d05d0c68cf113bb9d7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5214.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5215.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62d07705f5244b4a3a2953a9fc5a9125d35080d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5215.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5216.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbc4be9d7d792e5242d2bab99f97a01a47dfe0d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5216.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5217.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fac3b67f38a1a9c8c144daad725f0ef11099d67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5217.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5218.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1689bd7adfe949c6a6c8dea5c7c863b873622c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5218.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5219.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11ee06b94d6736beedb63433c3f7e5ac1bf03a26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5219.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5220.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7129f61a2cc68b7fae10c59e05309bf30bb2cda1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5220.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5221.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1620dffbc4ebc3d5f0ad40d11c80a7dfe85681a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5221.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5222.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b470d84b86348dff9f7b83404b5f62fa607d70d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5222.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5223.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55e5dfb546501634421683049d8164656b031067 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5223.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5224.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d1c9f3df155aab1d491c7348499ac196f6fc10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5224.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5225.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7ebe17bccde25023296f9b4aee066623c8ae0e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5225.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5226.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca847611bba6b8d8df263e092afae931472150eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5226.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5227.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec567d7af70509014faf10f377cadb28c0310a75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5227.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5228.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..812e22278d4df0fe69dd8aac0107d4a662675325 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5228.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5229.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..deea435ef5bdcb7e72c44ffb174c17cee84d9949 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5229.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5230.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3baf134b3d314cddf35f78b1e6dbec8a4111db3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5230.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5231.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f41956f48f51cfdba75ef00e2f89202b1988d6ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5231.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5232.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1993111d1ccc9272379a90748799c255cbeb2135 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5232.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5233.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eadaad79d3821a40b92f37786894996e0dca4d85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5233.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5234.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..053b904d0265c22963c6f32cfcd0d6aecd929cc1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5234.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5235.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e565be8b29abde378fb7135dbede22ab4b97fb43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5235.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5236.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a68f92d3ea285a438bc817213fe360db4fa5e11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5236.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5237.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14861681fa0d69a8159e663598498b58ba631509 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5237.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5238.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2580576f3fec45ba9d2303aeba4c9c9d67a53770 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5238.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5239.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aac6a6d844a8f454e857176e9bd3924f1bca55f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5239.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5240.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..406dc6bdd9f9108c8997031aff21ee7e715854c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5240.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5241.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c1bb815c4673d3e725062f44e5d568ea6ae2b1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5241.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5242.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c766b66a0bd2e247b81952c6495340ae0d1956db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5242.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5243.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a545e5daeba3b20c8b3e4ebeee0b607075431f8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5243.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5244.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b95b2b2d68565649d34b4e80febde347f1bd37c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5244.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5245.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36e8cb1ac25ea88fd80b69d30e7d2d8c3c1f2a7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5245.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5246.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18cceff659b3b4f9146a346d3990bebbcbefc53a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5246.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5247.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..760d6d713e64f72817c7f91023ba8d90cde6b3b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5247.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5248.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed2954e28c54ab49228bcd22cda5ba97e49e1899 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5248.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5249.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76c1939bb2be788cdd3a327a86cf4be8ef886093 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5249.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5250.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a81579a3253ff1f4f9fa49679398451e6cfc6db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5250.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5251.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c71f436cfe98b1c0b1e0acc9248db0f4dec68f09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5251.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5252.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10a97ea797007f66699194380459abf9782e2ccd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5252.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5253.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61074c3051e32d5e3d849274622700576410cbec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5253.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5254.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..331903982e38c1d063a69d61e9554b344cab2b9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5254.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5255.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92c72e88165d75f8df646d668736414e46fe7c4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5255.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5256.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09a4b3f69914cae87271da3f009e40788e4457fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5256.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5257.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03e53ca82fa2d0c33db0d0e50e0a601baf0c9331 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5257.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5258.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..329ab91005c2db9e6c88ecee33035a1d4ddd9ec3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5258.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5259.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..891b16b9b3c4c4965be8fb2f7163e2ffeefa4214 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5259.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5260.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..671e5919abc9da04b1b5ac40059546060d1de689 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5260.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5261.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1006ff6b11951a595c94ce410b6338183c703eb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5261.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5262.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6398ec928077e34ae6c61c128a133c654775a283 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5262.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5263.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebe3dd09373207fea4bd82bc1da397cdd3e64107 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5263.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5264.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb4d59a09bbd941295395f7ecb519579ed225c3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5264.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5265.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8de554f5bd1e7f5d37a5ac08999270634b593d44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5265.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5266.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4915f49a9315b3207da9e6b721220af01334fa1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5266.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5267.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceef5e2dc6ccb3cf23b229d5bde3786b930b726d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5267.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5268.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b96c8493cbe0504aa972197f4f5e368191ce2f94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5268.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5269.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c07c7f17e5d3987a913b1ed0113cfd5410fc4b97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5269.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5270.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d246406be3846d0d8cfc443456ab3ce62335534 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5270.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5271.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d667fcb7dfa09cc34d939a01d4d4d20c57cbb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5271.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5272.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0320189b793ebdeab24b7f5a4d3d6bb807cbe9e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5272.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5273.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10d6bc63e3f076f759dda4db55a826496c750ed8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5273.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5274.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a04ec970229ab4697feeca53ec7eabf346a1e404 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5274.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5275.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc8d090aa929fcab012fdc303d05313efd6aad20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5275.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5276.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b140bab37f092a50cc822075187ee5c186acab1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5276.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5277.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13762ab7ff8974312236b0a6386593940fce2a83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5277.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5278.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63b489e7c6017e691594a2b3726017e5fa080291 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5278.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5279.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39065dc173a24513bab48b1d1260bdd9d274d062 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5279.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5280.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2db08e78ff3e0f277f4e35ae9739f04870b7d3af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5280.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5281.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3d4cc4dcba4760303cc63dde3c07c3f54801926 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5281.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5282.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff6e02b6900f6b13d136b8862edcc4353e3b729 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5282.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5283.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c623ffec1667d6b71760001a261640a2dc7029b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5283.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5284.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6997ce7fce50d12a1a94bdb077f23b084529d000 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5284.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5285.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..901f2f2e2868159e0fb2ee36ecc4c3322160348b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5285.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5286.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5789b22b44eeaa8e6a2c533940596569f6ca86a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5286.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5287.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b79a7f52dbc1a1cd33c0dea11f5a471454f5ae03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5287.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5288.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50dead26222ca45d5ed520f755409f5c0672d895 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5288.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5289.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f7dbc737e59e651ab633273fcd6ea72bd797afa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5289.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5290.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc304f9c7c069439151699b2c111e14970fc219e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5290.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5291.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b62b47d2e9bfc8b1dafc89d26626e769b2cd267f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5291.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5292.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1038aa360b619ada6b97c6b074ce0cc12f0156e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5292.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5293.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d81edf33ad4838173bdb50264c9326055ada84e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5293.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5294.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32d9a9dc287b65817c08fa190b578832736fed3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5294.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5295.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86d696381eba706ed677128631ab2cc1c9e95f4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5295.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5296.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d08f0e4a3cca7a5cb7a4d4558b250933b5432314 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5296.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5297.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52787906d5389c380ceda46d5fd0baa30aa98f68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5297.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5298.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7530e49d6c071fbbd3495b68e249f6f2794a7393 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5298.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5299.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8aa54f78cf2583b172327d629106123dd75e7ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5299.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5300.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee169ab3a94834e94f39d51431baa61986d51226 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5300.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5301.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efb4ecf3e9629d4ed5b7b7145f1e711fe3afbc45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5301.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5302.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98b91849213c979bcaf1ad1e86825d5530395c24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5302.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5303.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6da3110d88b80c4754236fdbaa59524d824b13d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5303.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5304.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6914c169884681647a55be862c6571fd8d6b30d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5304.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5305.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cec4da55f432480e72a9f05798a08e4bd5982e11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5305.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5306.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a468b97586d57109156c326e47a95e5c061bc030 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5306.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5307.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a492f1bd157f06e8f24819a64613a77cbe49fa8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5307.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5308.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a09459309c269859aa63d501fe6e7603ac6e126 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5308.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5309.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5884ceee30dd71ed13bfc7bc98555363b406c7e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5309.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5310.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0333f78f2fd5b866ddb54226bfa2ca7c222a36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5310.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5311.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ae390a415fcc13f0dda0c634ce61abf642eed0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5311.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5312.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2cb632e5c5cd2683e9cf34d5f74e6ac53ce29c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5312.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5313.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3312674c55e5fa37f1e85cc7812f5e63ba4f767 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5313.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5314.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..507dc3b236aec2014fe6affdc6d7da8ce84ea74e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5314.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5315.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df3f824cbb7c7dc9021a53b0af63dea8d00789d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5315.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5316.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eec7cdf55035e549b60ba1be0135a43c203d4751 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5316.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5317.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82ef5127cfb8b319263725839862bfe027e43c23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5317.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5318.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75ec75aed3d3aa460c1c1deb1313a47936d26316 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5318.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5319.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c38e95fe0ed50f5a6ac5124dfdf0392d95309fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5319.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5320.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8a09329c4cea470afe5b0ca80619e1b5de73d9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5320.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5321.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ed773c9d79700c6548414ce4b8e3c20fd9fd439 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5321.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5322.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bab98b623ce37466c63abfb7a2c100723a16180 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5322.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5323.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b40a98cb6c90a9cbac3db81a2f1d7a1bce4fb998 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5323.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5324.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0e8e8ffea8257ab5ca8338ee8157401e963d02a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5324.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5325.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..207ab6e4d4b2efd405ed4f0c3934f88a6a317510 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5325.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5326.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46770102f65ab3dc4ec55c9da7c2e78f0a78e355 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5326.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5327.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7b9a2d17b87c1ef669d7e917314abeb75fcdd4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5327.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5328.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc7b2e1e4bdf24b10cbe363cc805981ed29fcc3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5328.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5329.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59bcafb7b69fb48fb4115324ee4df61fb893d566 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5329.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5330.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c3efe851aaf16376f05f9cd46023cac4fa829ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5330.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5331.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7712ad070aea6192bec5f0f7b6a2bb8c1ec5e533 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5331.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5332.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75e86402a16501719d99754a408933fc24a83afc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5332.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5333.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6a34a50d62e81670ad93ce474fa2808762678c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5333.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5334.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3028dce346623ae2828539bbe564eeb55d91becf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5334.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5335.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ceb789d567a40d8e8b366f138912454b36acccc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5335.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5336.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21ff7713fa24247c4c0cbdce28d1578e6a5b6cfc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5336.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5337.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c03c375ca43fc1de73057b98e779a6badfcf44b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5337.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5338.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0de013ff321d9f991effb63b1da8c3ad743c062 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5338.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5339.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85bd26485dc7af3bd4c17cf9f755abf815c1b3ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5339.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5340.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c61409542de4b225b894d352da1d4386bceaafa6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5340.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5341.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b5481a988f7384a2fc72351cacc1afb6179753f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5341.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5342.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..383aea011bff0e08fe7c53522d94fb08a1d7439c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5342.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5343.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40893beb5aae811816767be2087f0daf1c5d0ce8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5343.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5344.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a8ad1b734e34ea6c2c79cdcd99aad056a3a2dd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5344.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5345.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..893e7f017cef3afe8587560b824bc117a867d1d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5345.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5346.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ae2553c2e6b426767620f388a399566a0da36bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5346.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5347.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76429b82c31b8737af4cb53a2684ee0f518ae1b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5347.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5348.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c25912a2881ff35d56050dd42d68619372371bad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5348.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5349.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb92837b6f39c75479ebf146dbe340afb4a3e559 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5349.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5350.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2245116c6e13d79ae6551bcdb61e1026db90f2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5350.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5351.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..610c19b7614b323ceeb9bfcaf5b8fa802df2b52d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5351.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5352.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2c233eb021123dd1274fe9a05bbc7b53058aac5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5352.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5353.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b6f56e0d008617583e1dc40b05cc2191388d148 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5353.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5354.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e3432b176992c6feba73beca063f4a28739c7e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5354.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5355.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bce7dd9db27fcca5cc3877526520b5b2e298bcad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5355.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5356.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7b757e3db824b56c6ad12dc1d09a05be05ff807 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5356.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5357.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e84e449df7b10b4be9e6e4647b348613ce68e56f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5357.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5358.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa1d00da5c0f6df1f98ac9bc96445b018b25d52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5358.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5359.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177136606b509925e632fa4b1609c788cfbfbde1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5359.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5360.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ebaa03038ed8c405e911e32cbf4877f7ee55db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5360.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5361.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f065826f9608696cf02cc5cd57d48cd0e39cbd5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5361.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5362.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f13bf882233c0bf50f64864d4922fd5f378a4ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5362.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5363.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6221f04d372e0f925daa64fb4cff4ffb261779d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5363.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5364.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11d77a632e51e23291709bec33c47b40034cf8a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5364.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5365.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35ce7d247035d3ce348ae32597947393a4416d01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5365.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5366.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24efdfa9aa3d402808384e6a500dc70a13998e0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5366.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5367.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e77dec9a0cb78a68792b1d0d84324e675e8f339 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5367.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5368.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2413e8cf538ed529e02e75404a016e6fa96d9cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5368.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5369.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f673f941e1dcb5cc3b04ebc445dc56b48e40ad3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5369.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5370.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3121c9bfe06f4cd50f35b1de13546965d2655730 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5370.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5371.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e068a3151219253a519b4b25512e8a8009d9509 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5371.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5372.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb57c068fdc9ec6e2456a4606245afd3f07c3ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5372.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5373.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3107a19afc959304f85618f805c2777c515555dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5373.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5374.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052e8275552d9f0ed5f4435c915dbc8ec8a32d77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5374.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5375.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20f546da787766a839643ddf0833480a45175318 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5375.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5376.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cd25c8dd650957f88b1fcbca30d5e0028d52ee7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5376.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5377.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b730963c2f48503e4f87dc7accd697b7df3a4de4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5377.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5378.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c004324f426f30357f8dcc94791dbb1d9fe91526 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5378.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5379.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c69380abfb3f301e7515453c2ad483839bfb47cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5379.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5380.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d196a08a98efddaf17f15f9b4b29e2821d688440 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5380.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5381.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a2226033e0a8aa875dd56627494b36bafb5009c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5381.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5382.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be76ec89ef946cf0a3fb1a15826a9eb7f602cbae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5382.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5383.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..222931c8d450cfed46bea9b3a6b7926d672c5442 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5383.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5384.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..802b9f4b6ec3df8a96e87a9315c053056af932c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5384.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5385.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2ec8e8784a64e54ee1306bcd4c70568552387ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5385.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5386.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0347a5a34bb835dec862cadfcb2d034c706f3e49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5386.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5387.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17c346e3268da1042d1061927ce102c4ace104bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5387.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5388.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c4cfe434bf2d8d7ceebe4931c61b41969853771 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5388.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5389.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b013a1e53cfee38d94b63b677368c531478dabd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5389.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5390.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7244afd82fd9aaaf63d2b10bfed65acd4b76022 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5390.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5391.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d76c359f8583db5787828fe83e631c68a81c54a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5391.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5392.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90c498fd330d2ca634f4f8b2e8572d758c29d748 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5392.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5393.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e57560f0888cf18d1728acfe97f387f53612e061 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5393.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5394.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69cc2d6f3978b4c695ea1fca23e67ffa0a076be1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5394.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5395.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f72f6a310152ca5724a5be1328715addd21b692 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5395.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5396.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c91136bd50e229d4ac05b1146ef7d7eff222a69d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5396.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5397.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62f0425168b0c812746c62928b5518601886bc58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5397.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5398.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6de540a6820989048ef422efaebc614620e251b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5398.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5399.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec867b9333fd224038b70bbe2a767317902817c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5399.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5400.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92c00d5b9d63b115e6ab3eec8a2c362a8905d9ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5400.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5401.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..799d2b240ed4a3f3a3fc0aaaa56529d50fb8f52b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5401.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5402.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7468aab4754edc0514ec0471321f2fdc992b1739 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5402.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5403.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9d2cb8bdd788247a9b6708a40db30d5f94d67c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5403.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5404.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60b2ff68af15dd96a1f5f3f1843854be77245b41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5404.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5405.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98b2e9af6b63b83fe90274a98b5bcd09484d0494 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5405.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5406.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12972bebb0509b72199de96242d0f713ea8726a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5406.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5407.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91dc766d752e1d76f1d56ed7428c3435aa823048 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5407.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5408.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..513b012f59855b0170976fe5899824d3806ffa19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5408.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5409.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f77e198060ee10df7d5e32cd5ad06f67221a249b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5409.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5410.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43350ceaa37a05d12bb92d7c790e6a4aba5640c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5410.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5411.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24ec247f9c2546e31b98aba0c08dc3606f899d6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5411.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5412.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87a0bea1b9702d043a1d4da3c00df35acc8323df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5412.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5413.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2dc4959c24293ecad96c3445c788a2ccaf3be7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5413.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5414.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3fe1d0921ea4576bbc0af3e564145c76aef6491 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5414.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5415.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e32936254114e15ecac835b942611de02599f346 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5415.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5416.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c509d8458b5409e0b88ef5f4e2b2341a33000857 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5416.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5417.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb834bbb1135eb45d3af92b60a82ed70719f380 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5417.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5418.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf7832981f0744641205356c5174b11b3838ed9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5418.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5419.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c3e9cbefb2a5d16317f28482c410ee32dd4501d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5419.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5420.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..328abb23a4b089377d534c55cf3d031daf465e81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5420.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5421.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff084bdc3c5892b147d19313f2c84e431a7e2c02 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5421.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5422.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63e7ac5df5b3ea6ba6f589124f607cfdb3bab395 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5422.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5423.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9264a846f2bbe457ff626c85feedbf99e112ef6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5423.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5424.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..312fc9777a7e45383fd0cbb208106bcc68cdb6a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5424.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5425.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21c6819df27864c8aeb21f929e81b11122968ab1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5425.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5426.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef8dfcd022455321cfffc8a024871da398c550da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5426.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5427.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db95767298c8fda78c6e4f3fa758a58e421b4b2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5427.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5428.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6719c72605d2af6773f47d9e4b55a4578d06797e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5428.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5429.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14feef14899d1b5c29d079d60fb686f8a249a66e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5429.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5430.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48584f9c0ba3f6a564b1b886808e9939091ffacb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5430.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5431.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbcd78754effc6add5458c4eac3b43471e9bb5a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5431.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5432.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1efa995eb7c9a9fa2111b17830714181aa3c547d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5432.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5433.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d0c05c1c145ab0c63f815609e6e9aa045227f8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5433.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5434.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fba8dbaf9791e496269cd766450db1755f74766 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5434.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5435.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..981c085a12fb911f4534d1dffc3f398b829d6a8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5435.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5436.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b312e46436ff08c78cb384088b8b8018769e9b17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5436.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5437.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfe24e7150a86835c0104081d4177bafd7ef8fa8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5437.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5438.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a607177e528bd3849c0b1c4cc6ec2a7df346dae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5438.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5439.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..084d68661bd1151dd6dc40e48c13896117777998 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5439.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5440.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ee8ecacff22a76cca1525e57239475824e4d1fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5440.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5441.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ad9769cb604d8fd3422d0ebc0c921e700f9080c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5441.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5442.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b3c6d467ea5406c31de6dfa2be3f1115140794e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5442.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5443.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df5e78fc0ad2d1fae2834a415bfe3ef39d1d5477 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5443.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5444.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69b9ac751b104688887efeaf5d48597643f6c9cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5444.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5445.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f460eed516f709235217a2e830c86d7207e7fb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5445.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5446.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b094dbefcc49ed32a219b9b34ea5ca528aee998f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5446.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5447.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bb5ca8677bf7599cd757ea5a14828572db1c9ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5447.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5448.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..905d6f266df797e5da3ede1846e6e536de06024a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5448.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5449.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e47c3f30b813010ec7e241c1a043f1bb129695b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5449.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5450.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27db786bfe93143131a8da01d829c802f46c1377 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5450.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5451.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa42c19a01b4f51406b44e6d482e5742003908c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5451.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5452.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d58da8775474a1bb28191b5ff8e502757a9aa30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5452.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5453.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c32c36e706b238a5721a07a1858ee2dae4137b42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5453.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5454.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29f05bb6f8163ff6577b30cdecdf6e7d97e28f74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5454.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5455.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5955ba001878c2f5007e9ce891f819589463139 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5455.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5456.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0470b16c9b79f031701ef2e5513f8d9bfa2bc1e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5456.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5457.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..840fc5dd237ee1369a37a2015eacd32de6336398 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5457.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5458.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8b06cc3fc2b468c03ce72fc2786820dd6ac5495 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5458.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5459.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db61290236145dd33c13c357be506f050a383fa1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5459.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5460.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15edbe7f99da8f52b15dc70917fdcc36ef74771c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5460.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5461.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ca8bc4cd1c325e1e344079c9a4d8ae822711c4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5461.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5462.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95ec7afe1d72c82b42fbcc648bc35a827df12ce3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5462.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5463.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b2a06932014c51e7fd3d9cdba27e91cf9b5eee1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5463.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5464.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39e0d08fc9b63c97a81bd9c0b309975c5f2e863f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5464.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5465.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c635f93b4bb1ada3299c9e9001deaee0ac9d805 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5465.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5466.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed9c510d684b6a6d37f1707a819b64ed13743b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5466.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5467.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..404573facd450711e2cc628e9c8cab6f735bc89b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5467.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5468.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb8ba080c3197228648bc74aaf1b7035759caf95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5468.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5469.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c52f4fa63364e2ccab22258080430e828250be9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5469.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5470.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..424441fc806dcd7d9508e9299ce5c0fce88d266b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5470.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5471.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b27d3134f838f7672a57d8009002b8335331ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5471.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5472.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f925bb6669690c2d90d5ab67915bd9d85906bce1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5472.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5473.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f827e228100562babe43f230cd1532c89ae2ddf7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5473.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5474.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ec0bbcae6258d721e07986593da4dbf270dd37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5474.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5475.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..456bc55725e9f0a4f7175e27997724f34ce67ece Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5475.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5476.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0666fbc3cf642194ea094b6bb6603a8ae99830a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5476.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5477.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6a1bd1968a5e69a9cc2a5df13de24238d2c7b83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5477.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5478.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..becbeb928da7d597d0ccd09750702a154f53a60f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5478.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5479.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e041cb1cd902ba6270dc4de2ddbb169203a3fdd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5479.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5480.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..406a12ef404d7ddc4e4d761e2ef5b7c159cdf9a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5480.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5481.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d0aa160e67c3a8d3e71035958ffaff0a160602 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5481.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5482.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8221b8090b64b1becbf9fec79e975fc79e92208 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5482.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5483.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cd1c15e80d1e03fc9ff4090a92f5dbf64f632b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5483.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5484.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c307cb1d3a19f8eeb0b38f6c95458b35abacdba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5484.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5485.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea82a4f4bc9b78995e01e4e317da1614084a5594 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5485.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5486.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19fe3ff5fb7637b7d7579cc0840be8dcc7583e7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5486.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5487.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4867eef3c46f7c2cd3b0acfe01f7af8299cf553f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5487.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5488.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ec3d8da7584e80399ab1cdbbd2cefac07902f2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5488.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5489.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..675c0637a30d58164a9d2ed2d88450df5d6e91b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5489.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5490.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..561ead5fa9298efcf23da5cc12b576d364ad80df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5490.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5491.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8d6ded9134910b1e9ae8652712e5a509d0ee928 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5491.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5492.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f430c04a262ebac6a0e2b2d26b0f369b5a88a32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5492.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5493.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fbec81b48c46deea1188835e97dd7b2a06bdf1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5493.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5494.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1c8a1b9c23a238791f3d276a7c19bfa57fa6d87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5494.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5495.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9017c518df639e15c13678b8656d798292fa8fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5495.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5496.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..384132c2760b4d4ce3a52bf4b11341674631eab1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5496.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5497.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f428577b6d5604a8fead7afb4c33e125eabdfdcd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5497.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5498.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b0a31bfa6c377528e31503810f26e423949e3cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5498.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5499.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fa723f620acc2d491f4c87d9e4ed5825404c68a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5499.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5500.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b329c7022e98540ff525557a8bd6de642c683af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5500.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5501.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e3d4221edd6ed85cac80e92ca6b305bab970f17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5501.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5502.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d8fe123c777b6c4c86c24c586f1bf4be824c6f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5502.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5503.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7efddffeec9f352a4b9270c6d0e2571fa0f6a38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5503.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5504.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..060d06f9afb5a1064cf59d959235f61800d268bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5504.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5505.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4346a06d58059b0d4ee8353416955c3efac6d0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5505.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5506.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26921098558b0894aedc3eeb40068928ef57dbc1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5506.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5507.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..615cf8bb1cf52b4a5dc18ef7f4f136c30c698548 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5507.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5508.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b22d2f3ddde655478b980258f5e8678ac51b2f26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5508.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5509.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..390c8a23b504f5e65b65f7906b377bc2b3af63de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5509.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5510.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1efd106587349f917c6f397228af36028225dee5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5510.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5511.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0ed0b0a35b7450c6f464fb2072c64ebb5669e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5511.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5512.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..940079c9dae7d02b8e196ad5c60fb2022b1c22d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5512.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5513.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaad4135d38128e7500049afcf3836e758847e55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5513.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5514.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..944daf81e83d32cce493d513e45a1797dc73d73f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5514.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5515.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eb0937ba07b037099f10de1c82f9e8bf4da133c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5515.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5516.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba841e482e9ca71cb35719cc5b7cf6beb6391fe7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5516.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5517.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..216dbfbeabed135ad5974dbb9276292739c23572 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5517.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5518.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46ae6e81fbcbfbe9b01d2c657dce27cd47e5b454 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5518.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5519.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96e38ba3b544f717575b09e42afbdd8ab8201633 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5519.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5520.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd019e0cbc4dca7334725aa609fac2790bcc9779 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5520.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5521.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..affa3b32b6129439531469f72c6f8958e3099235 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5521.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5522.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1604f58e383f2ed29f5e22954cf18e62cc9884fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5522.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5523.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a49ffe52d056462ab6da189ab533882ac1c0ead2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5523.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5524.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfc00e17e281d5a8eded080d2d9578278eac9359 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5524.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5525.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1adb02b186e1dd87b71616e1c36b65743ab14ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5525.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5526.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0668c4854ab605406d7743a8a204872b1215157b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5526.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5527.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd7935ae2f719041ba1ce0bebd2ad3c2adc5a590 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5527.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5528.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd5e76dd12d4c4dc7ae6fe5d0ae77c278dc6a730 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5528.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5529.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc2ab2891060634fa78bee5076385ce47dde955c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5529.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5530.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..860cd6edae980e93908e1d02fe107c4a579ba14e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5530.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5531.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..315b3479f83fb464faa856af57c9d633fdc5d566 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5531.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5532.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..169dd7ef68c9402a3a34f447c5814d4fa80c1dd5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5532.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5533.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cdbe327c1afedeaac6a68ed41a77c2cc1433a09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5533.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5534.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a86fc87210de7860941d7c168f8ee70aca7f47f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5534.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5535.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..879d3f600056c61b5215f620df5a37c3ee56b608 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5535.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5536.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10c172d28dd02d37a82dd54f6bddc4e884adeb71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5536.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5537.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26b337ea8bd0b681dc18665c3703253223117eaa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5537.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5538.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7ce94a7d18bea9b8d8bb3581ec538ef5c5cd156 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5538.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5539.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85c9f1fc28f03044bc033df8950e2cbb42d5a7d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5539.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5540.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..928e58b362ace802b33579452fbfd37df596b16c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5540.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5541.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e48b564bb6f5e4085af42e0f41ff205def2783d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5541.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5542.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6539a548fe7cbbb85415ea26c83145181073ae4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5542.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5543.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5383109af3506962c5bba3b03cbaf6476253c1b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5543.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5544.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02f758aa9cde8b11bdb00467cb496dc3f27015da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5544.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5545.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2aa32fb2e1915bac783906d3a2271a6bcf8b1654 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5545.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5546.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b40858046b8178c1ce580901c9650e0ba66392d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5546.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5547.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e9a9490fd99cc2c07d0c7972a0d2c719e2be9c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5547.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5548.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aed9bb8959847b5f636e1af011a2747e55f22363 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5548.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5549.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..625b11c00c5be16144a7741c15157b24a92300f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5549.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5550.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dd26eded0889ccb9d5c31b3f9bce982c7d4a220 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5550.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5551.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..643e206a0851af2458fd2dab47d6f961803ba483 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5551.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5552.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bed66e37b03af5af4b23193c11ea3555ed13b54b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5552.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5553.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7f067ae622e142d212b7c055d85eb00d5e7ab6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5553.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5554.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48b5c8aa1a9fc9d4bf111329b78c5dfc51d3a3cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5554.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5555.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9905190df16bdc90879d393e77c7e32b069b13b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5555.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5556.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dcb335f3ca9ef34ecb5a9f18d99148f0917e790 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5556.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5557.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71fa8abc820ca24a110705ebe448eb3822f2909b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5557.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5558.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..658b66080ecfaed2af1dc3681a045ffec47a7cc2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5558.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5559.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e53f8534f2232a6cecdf7739ffe3db559b1a942 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5559.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5560.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf3203c97c2eec06e7490bdfe21f7be581e426d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5560.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5561.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6094cff356c70a1a2641bede9b4ce01844210ed2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5561.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5562.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20030a93483b26424a30bdfda937384fdec03eec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5562.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5563.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2a52c29c0919ed3399b9e2ffbeebc0b7f725abe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5563.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5564.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e48f1fd0645a0f2101da60f698341dbce686f832 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5564.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5565.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0ac6014ada5a00c3ad9bec95554d666bfcae309 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5565.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5566.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2b5bc81cfd7b2ea685b5d48551e32b75b41f416 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5566.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5567.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11b4f708022676912efab0953298ccdd14e4ac59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5567.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5568.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9d68e33d25ac895c69031cf41b7ec380214ad66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5568.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5569.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cb3ce34a70ee6246ef3f8aea2fa1960452702a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5569.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5570.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff10476de6659f2382c86f4865be9d635ead69a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5570.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5571.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02ee2c8ff18c83bbc1bcae2a7829b75deaceb223 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5571.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5572.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51b04291f67899141e41d59b5ab6c2c84365dd7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5572.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5573.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cf3a51727acfb8dd03469f66d7a52183ea49331 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5573.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5574.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..771fdcabd767796bf2547c7db523f6f800a565f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5574.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5575.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf72f21a088ee5cf6f8df6553e3143d68001e1ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5575.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5576.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3eac76b383a825691546cdbad0dc6710d589648 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5576.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5577.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82825162d6179e3fc9d5c87a88fa1ab1f773e60e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5577.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5578.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15f658487bc8ef5a18aa76f4e989ecf4c1869051 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5578.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5579.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2575662f335b6bce50c4aea69ff153bd8b3a574f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5579.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5580.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5646818691f2ec0e2277d2579f60d0a750c0f491 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5580.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5581.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1578bd4d49f688dc9f6aca9655dd5f0edd65b5c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5581.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5582.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db7601a1c5fa1cea7b0e157b395c9275853fe348 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5582.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5583.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc6b42070a9425b591dec6db03afbe941ecd7f39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5583.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5584.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7293667f95052de5c335965f77673c9564dfc65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5584.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5585.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0af58e5ca99a26dd642a9d74caef1af4fc1c74e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5585.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5586.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..452a1a52a0c847b6ee413940adf992867b43703a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5586.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5587.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..762a6947a07e7604c2b961e90d73271fc15bd6f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5587.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5588.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f9f14291961f30a930fba0616149a441f1478d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5588.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5589.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a52510700b50d390b20bc6e1a47fd1be2fa10dc2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5589.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5590.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0e6e1fc4e26ae2ac3587f9b828034fb6ff91bbd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5590.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5591.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fab41973a631b59598e6ebf3af00c11bc01a8685 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5591.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5592.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a207d4ec35cee5f1d6cd086f5f9a1705aa355e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5592.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5593.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0497e26bde57f18ed0e2dc3cc5baab2e25b48395 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5593.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5594.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..692c4da25aa933f6f996fca54e05ffd58faa8cde Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5594.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5595.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e04455bc7aed1ca0f9843a48da86514abd966ee8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5595.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5596.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62f808515b30c9f46c44603a0ac1fd843737109d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5596.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5597.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd79ad4414217d26faf7b9dc2addb116ddfcbd80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5597.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5598.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..764af072b9d27134595e127d1161a22c8fcc36af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5598.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5599.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..837db029e9f6e9861522aea7975b4d3e64f639c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5599.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5600.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a0d3a14e9773adea0d47ff1ed131a552ce6696e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5600.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5601.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac1e6ce8d4dd6a762374967d470c4b70058d22d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5601.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5602.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03eb9159c00b3bfa036d2c0ea9e9fb4d1859f136 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5602.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5603.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b78054721d8596c61d9275caa6f30b4a8bfec8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5603.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5604.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d128772d506af87bf60b8b3ef213628df00397 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5604.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5605.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e89367ca12f1dd461f19a35af18de0b28243f6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5605.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5606.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5381077a77edd97a3feb46b3df4b003a2e735996 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5606.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5607.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c100228423fec1148de88140ba25897fed55c9cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5607.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5608.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19736882fa8b8d0a4e8aab9e6d64bc425f2d2083 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5608.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5609.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0f16a1a81666310ce1fec3a89f8b5c78513c35f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5609.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5610.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81ee9ba0ae5b3de605caecad331dc6de88eb1f11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5610.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5611.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..264616b500102578d5012491ce2aa72965163854 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5611.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5612.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea42389ffd0731744e72f8cc12a245066d803f01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5612.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5613.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0158a2ae56df719f8bfeb8165947b2c4a1c1ce4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5613.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5614.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b2509b1bbb8a50a610c07c815af2d3d8bee5721 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5614.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5615.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9359aa4d41955a5790ed8149daad58195ae3483 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5615.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5616.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee4651c3d404a2917bfecb3ae297d824921967f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5616.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5617.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9b8dfcd1fe23bc0ea271d4ad5378c478e4b545d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5617.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5618.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41fea065860c48152a68cf06eb2d4a426480e569 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5618.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5619.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aedd8ac05ae29846ed1a76a712786fe1e49435fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5619.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5620.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b23a5dccdccabbae314e84015303ab5a282e566 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5620.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5621.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14309456909f11a54ac5968e8827a3c2c5abe9be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5621.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5622.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..247de7e5e9708ca6f7e5b05e3e8ed02319de538d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5622.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5623.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b2008c08138119f1615527358b1b005619fe47d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5623.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5624.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cde2838e88927d7ac732f03a4910d910e481f410 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5624.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5625.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..210242e16e73bbbb599ff78d363c30345ff984ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5625.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5626.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e70b2e44a34f5bc6f0e7500be8fcf90ff9a2d724 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5626.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5627.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79c219a9330270e4cf3ca44851aba033ea09a2d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5627.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5628.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3a4706da1702da61f924c4d29ff91066b687c6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5628.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5629.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..694cc59b000c6b730d1c167f40c92da2df6a66f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5629.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5630.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d9ed8572ec11aac05a4a47141e8b8b972ff33ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5630.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5631.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3edc50fa42d824311e0f40cefae315fd9f10037e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5631.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5632.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dc382e046e638001c20f5556ba3f03a965295e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5632.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5633.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f136192499618345dadf9218eca999917a7cd498 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5633.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5634.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..514c64d2d4184db48d10e3f846f645035a3876db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5634.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5635.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..762513ea1715f6b464dbcbc9bb3e130a5181cf17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5635.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5636.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..431f1a18f67c6e72776603c187b749372d832a30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5636.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5637.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f57db36aec4749b42da23dbc7a2fc5a59f33ca9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5637.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5638.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a241542cffb3eadacef2d7cf66e74b7644925ea4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5638.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5639.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9812c7b40f582e25e8f81f752cdaa693b279fab9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5639.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5640.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f30983b2c88359e5f7f310dffc2f8eae385c84b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5640.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5641.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..476fc2faf407f7edf0ed6a2801698d10fc92f7ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5641.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5642.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23b9390d1902f8fb4ba2f1f44fb7fa8a06a9f9ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5642.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5643.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db87c356f1e624ee3a46b38d3ec6135a1a912e77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5643.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5644.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ae6028985c7af9b0a75e2539415eb5e03fc7fdd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5644.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5645.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0535c32f73cb21af9c3ad53ff52d1f54acca78f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5645.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5646.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92823cf0bf215ba105058d9880a6934fad39a279 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5646.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5647.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da9bea6f8082bf927b06c2f674501b08455ac058 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5647.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5648.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04baa8f525ff758cd4c9a1cd03b2d37d401a33d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5648.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5649.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4a93d7b352eb44bd0413f328cc0ca9cfbb406a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5649.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5650.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c3728107960b88294b8c00184fa28aabb68d2f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5650.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5651.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dfc6ca2d23849f3121a14d085decfd5332292af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5651.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5652.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bca2d86373621488c6e102b9c2b7b1d30516a2c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5652.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5653.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6647d982decbaf0b906b3c96a4ffa86aa3325822 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5653.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5654.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d38139d40da3800f4f2982dba9480f60501606b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5654.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5655.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0190bfca8aa9d63507fee9dc961b6669524e9b4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5655.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5656.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd6d9ca3630e77d3d7fb7e286cd843e522d62193 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5656.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5657.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a3c484bb3e866c8b633892c309a63351734a621 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5657.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5658.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d1407a48d75d7af5dfc555a6e4ce1bab5f40396 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5658.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5659.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a382ce48e7e2dcc8bdc374cecc8f9acd8b39fb0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5659.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5660.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d6fead1cf191edb30284aa0a3a4dc9b85fd802b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5660.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5661.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f7dcce811370657be11d6c21f7a9361238fb49e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5661.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5662.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94bbeef996c2af6b02ea2499b09c0d30fb2936fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5662.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5663.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00eb4c83704bbc9070b5a00ba0f195aae4d0066e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5663.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5664.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65a5a3db3a83b985ebcc8b1d5e33807980cfce23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5664.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5665.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d851729bc284ee125a15b6dd667db5a1dbf2f4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5665.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5666.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69051d3225d0387c22beafac42b6be4db865bc46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5666.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5667.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c93fb71eff0328e9a025019442304ed24eca172b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5667.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5668.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df53533705c4164ef9d1a7c342e4214937b49171 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5668.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5669.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb9fd26b5cb6c3ba116385724261bdf9e452a408 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5669.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5670.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0610e429ca1d35ec21b8688cc8107407ccceba7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5670.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5671.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca964adfffb285271b632889fd2ad3f6cee1bc68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5671.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5672.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41598b4043eaef44dfc9c657428f7b5b06e0a67b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5672.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5673.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88c64711a1eba60c9486d4da7e7190d377bed5da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5673.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5674.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d3ec9726a5730425ac8def7ef86b71d6aaef2fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5674.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5675.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea41f11544ad0bb7bfb0365d75791c27c255314b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5675.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5676.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f8ed23867b299c9cd7d3e81f8c516158b1ca5bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5676.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5677.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..016447a6789b30e2a82e5b4e77d6008e44358f26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5677.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5678.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c2fc4768db7bc41e9a91a00cfc81763b60e1275 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5678.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5679.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c915f543ee26921795388d04f04a2399d1eb983f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5679.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5680.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c1c0b75452823f01d252e6be6132ada94d12ac3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5680.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5681.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0924c205b0acf3f809261cad17c5dbd3d46429b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5681.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5682.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..822668d677ed8f62d2a79fd172d303a8f2a4d270 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5682.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5683.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8c25856ace0e2b504a16439bd8d8a586d97661e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5683.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5684.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2f232e3293bd314139070b487c77ef14f6aa7a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5684.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5685.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7635907706efdd04dbfbd08ffa5ab0250a29402 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5685.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5686.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96f6c968ab57ebc0ef7af27119ee936c5c40e287 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5686.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5687.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8971a2fcb7395d7b18ad372f74a9288d30f98aed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5687.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5688.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..460be4f3cb72ca0ffca29d954cb15ac5e1e13c94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5688.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5689.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b2673f898b3cc654008f147b6a679c0a0a47c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5689.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5690.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e777475cc01ae6956b29b7b48ce1eda374942040 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5690.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5691.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50788d752d5d05f0195cf051fda2991669447862 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5691.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5692.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9cde5f5cd08033882c35a3c0d158a73fcba12d5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5692.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5693.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31b503b55157aea870712deebf373b16f8603bf6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5693.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5694.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa5b88b189b09427853755e2022ede1d09056e1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5694.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5695.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ae2dd4c4dee2828565782524231c61c16ea7690 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5695.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5696.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba2c6adb8b445f27b5bfa0b98379be022eca0ce1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5696.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5697.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e17d90679c8fa5a181262faa9ad614ae8d72913 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5697.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5698.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad1463bc39313bfc81b276ab2471d428e3101516 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5698.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5699.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a8f0c898d4fd9446760321db34b3ea4efd18ef4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5699.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5700.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..677acdbe4657d0e35d84ff2375658ac59f7ca6ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5700.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5701.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa93a99bc65bbb8e71ca0cddb4c426168aa60d83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5701.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5702.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aff09caecd95c25e01d1957d5dc677967996ad5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5702.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5703.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0555377d4526ac20a9b3c2fa967a1358e9028a4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5703.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5704.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfae2b58df0d412d7225f7e04ea9571c7c7c203f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5704.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5705.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43e5fa6d55d134f0c0d53f8b36e1b7c8c3c5680c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5705.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5706.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fcc4498084968314aea00c9269606688f01c118 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5706.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5707.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6000e06442adb3fa620ba1358ffef2ae1aa3c6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5707.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5708.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad1463bc39313bfc81b276ab2471d428e3101516 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5708.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5709.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c71ccf9f2abf30b75ef7f26f88e9793441682af7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5709.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5710.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b8b4f8cbf6fb1a36290818c46b4deaca424fd50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5710.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5711.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..deb65cfbef213adcf174af5d3003136cdb344e5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5711.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5712.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c8dd1f91af4977e21cd038e31de5b0dc030dacb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5712.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5713.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df327aa318215c5cbc0d130d746c59d4a4c50766 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5713.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5714.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05990978342e20df7690162634c3825f829d42c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5714.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5715.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3193da861a80b9e9147bbb69e08387d60524a07c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5715.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5716.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7ea3ccbcefd771160a9b5b5611d27be8b8b9577 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5716.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5717.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ab7abb144238e7bb7cc8c6fdd35fa922df0faf9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5717.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5718.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d53021c1d7c37e2ca854e3a14e60cf203f1d10c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5718.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5719.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..564805db6e89bb487a9f65f55b2cb50ff457eb3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5719.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5720.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c7d6d866276ac320dcdc5605eaafbcf6577602d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5720.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5721.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95ad40cdb7899e43aeba2a9e0b41162aedc01bad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5721.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5722.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00964e253af8b02fd3d1536a7198abb737daadf5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5722.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5723.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9fe468c619133b6337e960c0d946ccae5f47d35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5723.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5724.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..918ebb6ff99d46dc0281ff9069d58dac81685aac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5724.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5725.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c87c02ef4491224443faacfd568e3e1b3a8e11e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5725.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5726.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b63f4f31c0bd07cb4f528d0a90701df74ba65bc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5726.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5727.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..545f45681603d23b9a32f9b09f2947320049cf86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5727.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5728.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf272b6c95095d2c04fec98c8d7b668665899f54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5728.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5729.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31a95154a5e2f05a74fb0ae4260904029ae37d8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5729.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5730.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a78a5825b580a001b37850b86fde2049a80acaa0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5730.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5731.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85231b53c97d91cb658deb1a27a97bce40c5ad45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5731.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5732.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d6014f26e53eac331b3f9083ee63263d7c88dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5732.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5733.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cec519a7ba974f97ea18995ae61deac7d4a9c6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5733.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5734.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19c92b578264a4014b33fcc7db4a2a06f71cd2b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5734.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5735.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59fc850b72cb6e9506c5004688654f5a4247c4cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5735.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5736.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d420b504bd3e5819a300d4978bb2b9e6cff95c86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5736.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5737.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e700d3d148e9dd3fd43d4642c2527eaeddbcfa15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5737.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5738.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..109d583a8b209d9742124b220cdbb51bed006fa8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5738.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5739.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26a1c67fe53d08610238eec61a27c66f93547abf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5739.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5740.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f50bddb660d8735f675d218776ca096630e9b95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5740.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5741.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2a36c1e5f34439ca2713bad21630d409f9c4e53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5741.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5742.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3669104349fde471e0c3b978f7b7dd8ec0cfeb1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5742.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5743.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f45b4d71cb07d6663f5c3850ef6ae17d52b980a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5743.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5744.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac1d088f2e73f48e21f397da15ee041d50d657dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5744.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5745.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17e2f8d4856a43fcb1a8408f25c2042f52b94046 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5745.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5746.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da13abcb50193c40f70b73a8294512465176ef65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5746.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5747.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65b7f98c342c18e10a82d718c4fce021aaae7303 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5747.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5748.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..867af43f4b519a73d91623b5395bfc3c39e90da3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5748.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5749.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c6c20f7bec91ff496984dfc1ba8373c95f6ffb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5749.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5750.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..610f54c680323a9ccaa945c06d2278d8ac76cd90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5750.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5751.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b23b52f4e90b4dbf592f1737be4facbf7e76393a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5751.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5752.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adb47b5bcf0f4b97414c6d9cf670fbc6ecb9ea60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5752.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5753.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59c725ba2d237c05755b2f8e3bc14fddff6daac7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5753.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5754.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c31066b65d4b043e2389adf967d18a7a64a3de01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5754.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5755.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba8dce8414a97c47d5fe5ce81e225a12a0ae0e03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5755.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5756.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d81305b2f49ee8d835043111a4804213e4893f22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5756.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5757.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2754f34813b7bf40305ea1a49fa782296900526d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5757.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5758.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d94a60ac84e56ec416cde7adfb1e09cd66f5115 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5758.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5759.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7356bf1729a722f7fc3649c4179e6c72a5945f0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5759.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5760.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b998e905554bfe294981cd6fe868674b63f9ba1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5760.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5761.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b071b9d3849bda60b0f0d66598b726361c603de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5761.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5762.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0bcc51adc231536eeec5767222c85058ac9af1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5762.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5763.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b6365140d629bf5631ca1baa7291925e31868d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5763.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5764.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6fe6c6b6b52c47ce6d01e3cf310e412f85cd22c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5764.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5765.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9615bcbd336a3dbb5bfcb23d80144941ffbefe2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5765.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5766.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c5fae1e87085cbcc78dc5bd3a6b6b2a4c0c62d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5766.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5767.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4efc57c7c978d14617d63c709fba0abe73283e29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5767.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5768.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c386cf8888cedf9e27a9ec42ee2531e3e2cf6fe7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5768.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5769.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aec170b90332f50968dbae108c91dba93b4816fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5769.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5770.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9833d3b4d355a73435439c084e6ce60463847d0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5770.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5771.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a97bac3580a264d0da0e2498f4e011fe18cc6327 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5771.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5772.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03d2b369334192ccfc1468aba1a261e4d1765ef5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5772.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5773.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5357b4cae1230513abbae2e6676b30bdf884c9a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5773.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5774.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3e70fc89d9430fe440c544f3e1fec471712b071 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5774.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5775.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00af9d8495619a93cfcf0999c22163d9db123787 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5775.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5776.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05fb75e29db7e2827b35384ebf0cde52efde62c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5776.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5777.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b99c05f1d57812d6d06f7983383f935c9e081d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5777.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5778.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bd999bdf1cef1ca28c1f88416046c3714445487 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5778.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5779.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9bb713e43c56d82408851693e1a3be781ccef0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5779.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5780.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c92afec51700a4120fe1c50ea0d191f167a1a18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5780.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5781.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a45be18908ad868c6ddb36b4fb912418d1b81a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5781.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5782.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2153d922c219f840b5d37102b493ba2a7f2c1246 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5782.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5783.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4498b5649fe694832d09905b9c6b126d469610d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5783.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5784.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6571c808b28097e83230efae1408c009d2c4835 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5784.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5785.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a6ea43b4ca9a1417000f9b063d5a3ceb475cebd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5785.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5786.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..920809acd692d41f2e11cc793b62f948ea3dfd0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5786.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5787.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4c1a9d253474b9db707655e3fdc69192cdd6650 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5787.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5788.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b95ed7684b24e8ebe6f610260392289651c7be6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5788.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5789.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a64aa457236ce7d92b3529fb24656bfa9168a2bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5789.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5790.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..485ed9e3d2d83922f2b717031da80578c92eaedc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5790.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5791.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d38eb828af4d8b84e5727e77cfa7027efbfdb7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5791.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5792.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da3534a3dc01a0304aca21c23bbc833d8b6a98f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5792.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5793.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bece52b757a6baad1b0a1411c4390fc20e164fa7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5793.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5794.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb6ad0e5e633781df5e871b47ae03db28826f7c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5794.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5795.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..735e9e66afc3289bc54f7806cc484ce5b9779e66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5795.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5796.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a21bf45e8dcaaa41ce261a06cd2005f34f668e3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5796.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5797.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dedf6c99d4442e8159206bef4b50d11bbe38e853 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5797.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5798.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dff68218f797e2f7d0623c34ead016ea0d87ca81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5798.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5799.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010cc1b0aa5e5a3b67d98b76f897b78e7bcec518 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5799.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5800.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f890c9f2d6d941cd8f35e58516b16d5b35be770a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5800.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5801.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70fe4c9f65a0a0715a2ec23a94dca7bae7c10dc2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5801.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5802.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b2eeb6f91701e822d732a5466ce52f3012945fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5802.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5803.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e65d09dc0356cdcaca5aa19ad408650915622acf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5803.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5804.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..051d96de224ed2ae77011dd4a78775b508866da5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5804.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5805.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e1b02f74e85514ee9c477d9f37997c6e6c562fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5805.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5806.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..923e43d473a6e608c2c652b0c0c701d703770c6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5806.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5807.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67206fb17a32ecbd05d2181973f11a5114294e39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5807.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5808.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a815b199327eb4fb2177f901ea75f48cd6cdec95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5808.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5809.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1897e9fd58abfa6815832882f04c3215b6a77d65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5809.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5810.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79edba28d35ba90a3f867efdc8854ea1b556260c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5810.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5811.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f2ce1ec786f88ac3f3d4136da90ac3386bfa686 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5811.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5812.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edbfe5fc31cb95f7bb115c8dffebbca053555934 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5812.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5813.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dc499f236730069eefe7bdebefaeb7e4c408207 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5813.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5814.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23370802f2951bd4ef12af5c26983e77b93c2993 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5814.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5815.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e76698eaf480e807d6e3d40c2def640c781f9aed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5815.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5816.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23fa3f471ae12272cd343ba76dac13b125599663 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5816.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5817.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa566b4059fcc7add514181f05008d85dc52f527 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5817.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5818.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed3db191ce46eacce8c4b755a26885aaa390c70c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5818.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5819.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51855ee71a6526d68158e79b67bb6529ef9d3479 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5819.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5820.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4202ae401a8eb2733d425bd55fad6c41bf24a4a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5820.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5821.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..068639f6df94964212ad06ebaeaf168ac2c69b58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5821.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5822.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1667a8f2631a348dddd4c1ece56f584464f5747f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5822.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5823.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dda6320277b65e2c61dd594f0f4298191b30b787 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5823.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5824.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09bc0a840d8fd662c6f110c96029c5215ebdd999 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5824.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5825.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbd7eb6135a533e4e4a01466bdc79b508907819e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5825.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5826.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d64201e3d19065888267df8545a6561e3c7ee8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5826.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5827.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c30850a050948cc858b8709b3dc46771fc0ae8cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5827.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5828.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e58d08b4bbec65d7c2323d092025381624d9517d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5828.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5829.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..154fbfd9cd1219e396d5d1645516caba5693c7f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5829.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5830.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a8cb9d461579e6d82ef4c2cb8bc5790c4e5d2bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5830.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5831.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f9c6a23a222eb0867ba0ae29b0f97acb31a7dc8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5831.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5832.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..235e6e8e7821d8140924db686452658ff41c7393 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5832.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5833.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3611244131a027857dd09b45364e291d8dad2fa9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5833.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5834.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8120aac86a51376e0b13de9b56cfbf78b65021a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5834.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5835.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a762ea1bb0ebc00841c70f19aa693eeafa134aa0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5835.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5836.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c14feb32e664b88ff34076fef56d13c465c20a6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5836.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5837.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af2f659baf895ba33d9fb5465a899304cbdde486 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5837.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5838.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f77cefdd489fdfd6b03ee28bf2104705f905e3ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5838.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5839.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..242e236b6d4571f4d158e3cc3a22b8683cf7c3cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5839.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5840.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a365f5ba460d21872859fe50ac8bc57b1d4d4745 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5840.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5841.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f0a0de04d17640c98270149cdad7c474bd9572c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5841.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5842.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64a66db9f1d582ec5ba33ea4f8bf507e055b51e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5842.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5843.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba6fa4902540f8335d522d66a2d41df5f191c282 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5843.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5844.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2986e4054a01af0af03a4592faa1310892070888 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5844.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5845.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb1230fc11e77c1718efaaf4cadd732997e24abf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5845.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5846.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60984597fd27f06a6668d47d45e6b74855e3a0c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5846.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5847.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7176ed19eb7d8b18020e5730433f6da577135b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5847.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5848.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28d3707d783704468172c0f486e34b45526d44bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5848.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5849.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75af4384e22dc46301c80fb7cbc8327c9538baf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5849.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5850.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f74796ccaa3299514ea43c9b29d42276a0e7d770 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5850.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5851.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c5b4d9eee7e8ceddb7f229ef68fcd2d9ef00486 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5851.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5852.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97fc15af12dc1af338a3a5732e5e7dae003bbc0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5852.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5853.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5a25e30dbce30c1eb6ca84bca57a0eb8c478411 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5853.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5854.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6175623673603693d6cdb3a3e1329ad134a42c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5854.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5855.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d319dee7ed08ec5dc58f7aa9d73de333b48b79d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5855.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5856.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a82e7b678982a6a9f58115135c6e5a1d133709f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5856.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5857.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c564299f6af65cae368ce3db0edd6c53d1159c77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5857.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5858.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fef698ed6620963f3190593587f1ff4c619c5c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5858.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5859.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e01f6242864729553a5a39ba11742448e922432 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5859.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5860.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86e3b859fcd808869b6134bddab81d620c50d2c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5860.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5861.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0097441ad959086bb3a61c62bc276fa913a96d7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5861.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5862.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..167203a4f66f32b70ab54eaae5123cdd168677af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5862.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5863.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17ebff0d5e9f22ab30067585990799082313714f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5863.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5864.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7ec7535b6dc193e0b0d3034160234ff6731b77d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5864.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5865.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26fc595b2dd0d5a29f4048dae01134b132519cb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5865.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5866.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00f754e022967894dc3e5e2ed9874f9341810794 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5866.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5867.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f09192d97b0022ef13b71a7442030d089931ae68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5867.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5868.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72f72697282e0f920e3368148a699c060a980fc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5868.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5869.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2c702ce0b8d9f87e73426d148d344a98927d007 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5869.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5870.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..672aaa9c7d4782fe38040a35b8d1c709feff7d43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5870.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5871.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22c3a4cd6f0924d6d53a43d2a9bc48a83b555feb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5871.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5872.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae145eafb8729535075eb65a057df6f810191011 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5872.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5873.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d044d503e1aab143c58baab5cefcdd51faa0c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5873.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5874.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bbdc5edac4914bcf5709bd13a05cca2f6dc4d42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5874.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5875.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15d308ce66f1d9f8edc5b3671ad91d15a5d70c37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5875.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5876.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85c88cb70e7170d914ecbec1ab0bcfe74adc3804 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5876.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5877.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f17d172b902fb518503b8fac3ee9be672c55d7ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5877.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5878.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97eb26e1b88d9d22e857d6d121e89656fb1007e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5878.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5879.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..422b8a26784ff6a3700179a4b7f73ff87d515fa3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5879.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5880.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f010728df4bcf5c9bce18a38f36e0a0a10f4e9e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5880.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5881.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef56ff5034a784cc425813a7faff071754ce8ad8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5881.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5882.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63bae90ba1ef47c80da07478ef5e7f5433b18483 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5882.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5883.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a91dda04fd5ac744397f5245815d37a13b7e537 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5883.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5884.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..733cce89683fbe6a7ecd528e9220fc319591b259 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5884.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5885.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..254736d2738f3515a44ff8d35ec50d10673be59d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5885.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5886.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6f7f18eb1e409ff30d23e4b4e6e49fff2eaec4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5886.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5887.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6d9d248c3d38065dc044fdb6afb65a34bed7e8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5887.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5888.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c969bd2d325dc53796ed7f7703fab73e16fb41b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5888.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5889.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2609b948c59a73efdaae4cdb1a62baf25a1c3614 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5889.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5890.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..464f5bd2e3d88b9310d2c9e6137efe7788178c4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5890.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5891.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2d79b15ee19ccc4642cdb0143307728f2ee3d36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5891.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5892.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eb14197ae0790bc67cbdbf41d901ec65ab12227 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5892.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5893.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d82c968ea8aef0d770209e1c9e6bdc76915fbb5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5893.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5894.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..914acfb55f8767036312717d7aecb744f94f1e0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5894.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5895.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9af163244fd6b65d8ba893114c45836425e28c3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5895.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5896.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99fad8e40c9e6ec92a4f3ac8dfcac48ed2b6db89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5896.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5897.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6cb3b8e1321abd071d6654486870f35cbe8d8f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5897.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5898.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c32cc08b695ab636352697eb1e61b02f1ce26f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5898.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5899.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a582f8c771ff2eb5b4c61ed6cc53918d8ddefbc8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5899.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5900.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a6e9278cd3e6f254045b0f0bfaacb2d29685cc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5900.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5901.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81369ca745ecef1037c13c033370daffa0f07df0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5901.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5902.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7c9e7d282711878fd33b2f898827049d59ce865 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5902.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5903.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f5fd482fa0233dc700d63f14dece806feff2c60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5903.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5904.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb80bdfff6ae6f1ae46fb4cf5e92183adeee65ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5904.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5905.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33249b17b6f15e72dd3de532d816d6f6ea62a14e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5905.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5906.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddd6a38751c0808d271ff5bd2e1226358f07c98d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5906.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5907.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1d3a244d0a9d65b660fd7b1c3f5cd72b22744fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5907.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5908.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ef61c0581b4e70ab80ba7b6ee7b83f2d5a8d896 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5908.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5909.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dabbe7a3dd096b479df43f89aed18082b2cc721 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5909.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5910.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b71dcf8a4ef4c19b848f4503f2e0f9dce35d62ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5910.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5911.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..300ffb2708c2b2c5ac54563b35cd5c0c4657b692 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5911.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5912.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..328c3410f0ef7901a2b8fd50d810b252099b7e4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5912.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5913.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d7834a5ed3179c4b7e585fbc808cea85b6e0fef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5913.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5914.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da821a6dcbbec883a5c4b8f744d17ae98c3afb34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5914.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5915.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..844315c5f4ce1f2ad2c52e8ed4d5f7b63f326f57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5915.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5916.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33b387920b8af280f43700c7ecc04497305e992d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5916.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5917.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71c2c607f0fda9fdb7fad2200c0e8ffffe88aa9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5917.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5918.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dd07670e9e12611e4f0c24f78551186779aa5c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5918.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5919.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de2b1bfc989ddd000fc4815b1cc32d1bad86dd69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5919.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5920.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80161b61784e1c6dab64dfde05d65bacc3c4a94b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5920.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5921.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f1bcaf5e388b37209d962b469d74ea58c48d0ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5921.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5922.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e811f972782290359287cb3d5338f0c79a44c5c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5922.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5923.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1e3c7034c28f2c24d931b5b544347c234b41c01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5923.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5924.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63f5b2085586553dd3184b7a5734bc872f6648c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5924.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5925.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99280c206d6f42f61f41728b44acee1c90e9a683 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5925.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5926.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..261f7ae8413c9265337650b070fa34322cca9599 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5926.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5927.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e2c3b54833d6a33d2dce9837be0b4838e0275da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5927.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5928.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7439aa65d22cfc4e3e9ebb122a9ecc328efacf88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5928.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5929.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f94aa9f56308ed49024ce01123b7db35b7a0a7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5929.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5930.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da829ece85a692ea87e8aa82fc33d9829e2fd0e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5930.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5931.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b43ce6461cfe0fc509eae4c1c2dc914b604bd544 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5931.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5932.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae2c9fb2926b9b890e8dc67d221168b716c84718 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5932.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5933.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e08c856b72d7887f67d038bdd5a13aa83408234 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5933.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5934.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5937ff2aa3f36482e4b9f8c6d77f41872a1c4ac0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5934.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5935.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b46f409d796bbb4b09c3f2d696ce683fc14927a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5935.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5936.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4af707166a997dc21f9effbb69ef3a2930bb727 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5936.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5937.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f167db849b49276aceaf045977a2f26326dca811 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5937.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5938.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f53a32a74d9bab79e29e8882e2295fde674dd68b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5938.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5939.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c05318fd65cb91aa68c7e19c7a634e7bfd025c4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5939.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5940.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8589075c8e78b2893f157af2da61dc75c3721ee1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5940.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5941.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31620de7d9472dc5d18aa7eab06adcd300f9f501 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5941.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5942.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41edd009309281aa1d1878fa6ff23da368d4d30c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5942.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5943.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bceee10e95b32b93f0c50e1f4e2daf5b945b920d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5943.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5944.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd5fa14ee8ee4d02f029c632e226690b1bb38551 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5944.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5945.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ff4a01df696268c6cd8e5b6f1992676eb5fccc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5945.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5946.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb2e5bf30f2e01db7b8c0e56be61bbdca5eadcda Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5946.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5947.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..681deaf9ab21c6d0549329c099e0bd735cc52551 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5947.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5948.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b855ae3b7befec0866ed2edef40c036d47cf7484 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5948.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5949.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34215b3f8a1315aafe99c2af0c898a6c20b474da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5949.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5950.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..127d3d1d925a118fc841c95f43a5916bdaf669d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5950.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5951.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cff8a665d6ea9bbc1807bd0e59f03b32a9d1a38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5951.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5952.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df60baa038bb99354d3d23cb29ef4e47e7707cda Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5952.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5953.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf6569f9f5a52201e6cb76f1abc1661472b0656b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5953.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5954.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e5e63eb4b1e074b52ed0f4705191f87aede3957 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5954.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5955.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f2020bdd1900919aff090643c5767cdf50115eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5955.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5956.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b8a6f93799e31052b39833ed8d9416d6f4244c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5956.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5957.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76b5036e9da491c8a0b1492a96a492ae574e13f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5957.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5958.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a4039fa7f089554ec57cc7ee6598f92b13d122c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5958.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5959.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32f7c8d32f80b3cf56ac8d7720d4b1bd4db153db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5959.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5960.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4583dd273d774e62284cb376e86d7ada4be022a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5960.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5961.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdaf25e83d3354a9032df48a5fc7497d0a63ef95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5961.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5962.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..943e348a58365ff6cb4e8d9a83f7066a3d9f49ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5962.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5963.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b9b317e55a9567dc491abe30d90f5eac6dc6461 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5963.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5964.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2db0604030009651192584c940c8d2a4c5bfa851 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5964.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5965.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee2ca4427428cabb23c37802d202a849bcf42f2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5965.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5966.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b70478fd063e854dc94b18b28f5627c1b4632a23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5966.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5967.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33bee7e59252d72e5b68cacdb828fe33ae22e344 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5967.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5968.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0ead66506b948001a5d414a904c8794e922d085 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5968.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5969.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d8866d293893d0e46d4a0ea3be5bc196b7d1a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5969.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5970.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34487ebaeda257b9ea8cfe932933b9b0165c8156 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5970.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5971.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dea089a4facf8ef36da5ce481ed7394ba4a51d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5971.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5972.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fd4aaaf46908196cd1afb543872da42ece4a87c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5972.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5973.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3416351b6646ac18f0570c66584572fffed859cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5973.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5974.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45c7a38edeae77b819f936eb11c72175829c8d39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5974.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5975.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aa1c702373ff0a4160c61364be232dc48dedd50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5975.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5976.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b690edd26c1c81f6f339ce253663fbf326259e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5976.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5977.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d900878a204c604fc7d40a72cd3775a75953825 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5977.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5978.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71b04f555fb033b01274e563311931eba62d71de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5978.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5979.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d0d8c4b3db7abf4fb509e0ef0a8e48127b2f419 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5979.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5980.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abb8dae9aef3b4468274750ee47ee92891c4aa3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5980.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5981.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..515a5d5bbbd911ed605bb895e31bd03b80a90f6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5981.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5982.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d6724596b49afa6c55d199ca260d6f2a7c7e43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5982.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5983.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2620bb2868dd7a32291833b1e43aad1236dc3e96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5983.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5984.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cb40cbc137d20c4698e42c3e8cc46e855e59d9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5984.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5985.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29e13ebaec6c804eb674c1534b565a874b5a1656 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5985.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5986.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a034ea4c783a6571bacdd1b288b5978943cd299e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5986.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5987.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd5dd1af6a98f4cccd0915ac3ff8851bc232ee3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5987.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5988.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b927e50c58e0f266ad59f404e377d925b9abddf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5988.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5989.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23fcc7bde40d1d0d8b4e9321c06d03691a947f5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5989.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5990.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45d1384f2373fe4bdce6395e123e78d2de62f31a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5990.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5991.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b888ce16278c2e186c637125d5fa69912f3b6692 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5991.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5992.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5970ab94ade97dd935d982506e848e855cbdbdf7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5992.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5993.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72cc1b8f44c34bcd167faa8004352e5d804baf2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5993.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5994.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d99c452f016acdf1ac9b830a8d7f5aeb78c833f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5994.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5995.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d8a6e381ac01d12a405ffddd6f2ffaa8957fd9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5995.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5996.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf307326a1093eb3b0b9004fa9bc7bb8f79f87ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5996.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5997.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af361dc2d5f95c46f6fe612f195d02040c3e60f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5997.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5998.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d099d330c4529867d986098d1a0eef17ae9fae20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5998.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_5999.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_5999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea0f2e405004e27bc14e032346fda9691247f33f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_5999.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6000.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9666ddf9379bf4f83a6655f33eb984aef0c7075 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6000.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6001.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f20cf6ebaf5070bc9cef051177de2d753f1f9487 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6001.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6002.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ca4bb08899c351b20d91b32bf6763fef1fdbedc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6002.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6003.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f1fb13602f76f2fa268a2b8c3746f1c5c9fd150 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6003.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6004.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1932a042f4b7781a5fba2b6def1e8839777a714c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6004.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6005.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76541a8102b7913a6a2903199696b229be8b0d5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6005.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6006.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03126d230bc59f5266c3cbce41f63de8238cce1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6006.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6007.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4aa729ea5f47c1c51ea94ce455bbd6065ab6c75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6007.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6008.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a49ac386c99e7cdd9420655410f023a0a2f16cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6008.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6009.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4381672f4113b15f1506b53a0e495f0dd3159931 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6009.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6010.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01e0c04bb836e85f9244401ba4b3e74d41f035b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6010.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6011.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7043daab1bb0d4e68a9f3f1741646d4b782d161 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6011.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6012.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07f0b0d3dd89f6121033365633cceff10c823008 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6012.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6013.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e16bf1e3e9067efa8afb6c75e88b4cc17360c987 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6013.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6014.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05d281e75b87c88194783a9159fde543520ed3c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6014.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6015.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dfc6d8a6fe6a251ec22b5259296dafab8c38adf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6015.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6016.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85e08452060a2379d60723042a28f1d6432586e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6016.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6017.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49827d9268785467e7d8735bc895ef9ed67aee82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6017.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6018.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f27e9fbd2f7dd298d39621c1985438d47f3206e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6018.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6019.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e76edd9aa7469c45d5b5845b9f2f7ea8d27df7e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6019.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6020.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ad5869f18c676ce74163cd5bfbde5af1eae086c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6020.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6021.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e8f82b2c4ae268ff2735daad8a95a0c224f525b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6021.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6022.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa32d140c81bb90cf849a8bba5de3a256e90b724 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6022.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6023.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfd07148160279f75f6a94728c478bcb0deb2709 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6023.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6024.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcb9b8c2a31e8f3f3229f8cf7bc54eb31f1dc972 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6024.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6025.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab58e30654e1c1d52b5dd648fecd0147c8076c64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6025.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6026.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd341b35034d6515e7682d13307717ce7a98bfe3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6026.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6027.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06e7f4eb3cd8433fa9dc3658882e585e70943c20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6027.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6028.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d020a00f4d05c90151dff284cd7d3a7c466551 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6028.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6029.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5795caf8a0a7112062b455cdfe3eda4150fb81df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6029.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6030.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..378d03de3857b74d28c7b499df0128d650f42d4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6030.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6031.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4c555d21094635482a30376df94b62e7c375bbf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6031.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6032.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8370558576959ed6a27ca353960277023c310a4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6032.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6033.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e7f48e9a2e40e5c4dff8f12d448e68ffba50f44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6033.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6034.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82a97fb70db4bf56ce416f35fd285d32ae81d399 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6034.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6035.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bacff0e2a77c446d42b64647f10ece0779c76bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6035.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6036.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f2683f966b36e76327bea802181005d34cc0c40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6036.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6037.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4843b306f4ca0ebd999e75d18c777ef150b61a4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6037.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6038.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a413612b656ec4c2d489efd123fe9c1faca1b75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6038.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6039.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb06ea7b2f67eaaad1b0ac5a2081bc58ee4c189 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6039.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6040.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..055ef9f5c63ee057d3ed59c173200f3f6571afec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6040.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6041.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad0b68af7f80b7c82bc47b47f863acfe62bbc817 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6041.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6042.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a287250e160a30add6c3473720276c7fd4c27960 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6042.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6043.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2e13d3e460a6d777293a57388cd0af73e478e79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6043.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6044.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1b583ea30afcfa68556a45d7d5e25d11ab8c08c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6044.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6045.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84eacd22b490403a2fc38dc04d3b8000dc774418 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6045.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6046.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86c4dc87b752a8cf610278e1748875271f9ec3c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6046.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6047.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffb4f99f14b68f67f2d7021f5d64f1d248f0aec1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6047.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6048.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8b0fc50cd7df5d57fcd72a89540b9b17a0ba6ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6048.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6049.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df46ae27c4cd58f31f650c4811556de512d5c7f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6049.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6050.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac7398f0e83381b37092020076b1f43a135f072d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6050.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6051.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d416d303489234e50fbea388d3630cca74b1c49b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6051.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6052.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fb281e349bd68e345a6f83e743aee4ff2299446 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6052.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6053.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..707d4b401dd12e9bb2b9a6e71f2b85bccc6887c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6053.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6054.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f1fed5de489ecd94e47b508b7edfff3f9968e71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6054.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6055.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7320d7db77e27422811f6a761bcc602b436aa515 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6055.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6056.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..319c678084263555627873edbfc26bec75d21e94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6056.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6057.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b88817f7286bed67c6444491b5696cb9b05c3ab8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6057.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6058.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2293bb5934c8ce24ef80933e40b7eb83e225bd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6058.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6059.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9735687b159dfb0f35ad31bcf4a8de1177e3359c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6059.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6060.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1884fcebd43012b253027e9ef07e181046a12f69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6060.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6061.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd9124dc294753f07f27ba199f969f708bd95bed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6061.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6062.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d071635df41fe48bdf9931a7178ec0e02f6c8693 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6062.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6063.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d639c70b9120ee92fa0070c085a0b9f0ad41184d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6063.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6064.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b525371186fa5309e1123f4e3bd5db0a12e5d885 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6064.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6065.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d51bfd8c1e04837b8966b238a5af4fc89417ef5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6065.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6066.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49801483c3271933c7fc74b55a3cfb2726b43bf9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6066.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6067.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61465a533058b55b8e9cf591da1ab8dfca795c85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6067.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6068.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdbcec03bcd61e92ace591afe1a90dcb7d98499d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6068.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6069.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1f42737b034f12f2ab867af33c0553e46e83347 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6069.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6070.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fec8b3a151950eab7189ca89f82dc7b04971030 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6070.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6071.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26399686eb60552de44b1d3f3c4e01cc088a124a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6071.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6072.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33daad36889510eccab10e6e63a1703a1db05ef4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6072.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6073.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c27b0a93a9f9a1763a7202d84e3bc68ff4c3f348 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6073.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6074.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7207de56d55fb794c5bc4645164f2587772c84fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6074.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6075.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54d3cabbc26091c045d69a90384549353e4e1f11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6075.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6076.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..906e6d64b5bb6ad2c51a79b22f2973832db344fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6076.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6077.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8136afe5a732d967be6632ed7e4cd7619061a99 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6077.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6078.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62ddb7f381b6d0d125f65df8f8cdeb2654f8caa1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6078.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6079.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62d252e369949ea21407d5a9371fd2a6a6917f80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6079.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6080.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dee2880859196f44b2a4f879cfc2df2442a21236 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6080.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6081.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d589ff11165e2ef50cd353b6d09fdd606b5eef13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6081.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6082.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b1b214f3e114da5fd1150b47a79c410fe83be37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6082.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6083.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d3975cfdd5ed58ac77eb73e6ec030421e2e94d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6083.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6084.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb9f3ad0e1577c6b40b011578065506c501e17c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6084.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6085.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7adaa397c886ff3d3349e6dba79f1cbada48c21f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6085.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6086.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cfb82a1338706b08d5ba6ffd50fa0dc9e57f237 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6086.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6087.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0ddb5fb06186e2def583c509d9dcbf1551a51b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6087.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6088.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1da396ada38d086ddb3349715e0582b2ab19876 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6088.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6089.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..342102e0e647723c156469ff2da03df1c110398f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6089.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6090.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f98ee3a4245c1fd3192526dc6291f693580f5fd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6090.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6091.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a23d5485f00b289447008eeb4a1c28c92fa5e29b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6091.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6092.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28a59f98c24cf7bcdff020fc1507f4ce49572d4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6092.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6093.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8effed6d31ba0b480fadf2e4aa8ffd77e35d0ad4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6093.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6094.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01a5a8575d1fc5ae741e339d28ecbb725a7da3c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6094.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6095.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b832b260f09913b422fb430e9809ef6954ec6bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6095.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6096.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8a7c1b15198824377a6a2f29b90142670ec7f7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6096.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6097.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8c151cce19d68c7efb08cea8e13547d5c1f73d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6097.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6098.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4692f12ebfe0ba34f4eb681277ec58f9432e2a6a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6098.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6099.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5783e94eb332f9655829864cf0be5de0e245a9aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6099.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6100.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dedae52c9dd863c3e366e590de30d9572842a720 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6100.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6101.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c66f0e988ce31d2d32be05c51fec2bf6b5f2c06c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6101.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6102.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60069dbcf9540b49bef6a4f50299043a3f3f8c3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6102.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6103.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fcf03f4961c5b2c86513e5e28f835f7983a1a2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6103.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6104.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84de3c22b8132b6e49251f750044760f37415bc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6104.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6105.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ed0e17ea0ea9d00a3224bbe3ae0b4bc84e213c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6105.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6106.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca26ecddba023e151ef1cb650afa5dd6d30242cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6106.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6107.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..073735aec128d384baa774fa73fa6f580417d675 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6107.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6108.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52820e19f081f091c1c5f8a8e01613525b08cc7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6108.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6109.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d7c2eb72bbc351a3a7cdb45201092a5e8781feb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6109.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6110.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75218c43b454851fe81dc5a40c96633d19f0152f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6110.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6111.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9436d9e1180fd733e6a0c645d7af87a3b7694c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6111.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6112.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c4cbb794178a310c585fb2abebd72ef764fb1b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6112.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6113.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3211bfe39f5ae01822bfd521bcf2289e4b2d0259 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6113.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6114.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ec493073b677af2c564a67101e0308e88680923 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6114.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6115.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..064e6b286c9ec328589eb56a02c0dc63da89db87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6115.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6116.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..560ddfeb03a4a636001c291cd3961bc4d731b55b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6116.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6117.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc958412ae967adbca143163e8c1c7578f4393a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6117.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6118.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12d2bb83ab8537556e8379c870ea560dd9b9e931 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6118.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6119.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9734c960117362729f47ef500b869a28e3746a68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6119.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6120.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d3c93967f3fbd49413799383a7efab1c411e225 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6120.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6121.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0a221245dd4f1b0830dfa0c99a1d013b031b176 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6121.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6122.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6a47287fd16328de89e46a31955ef8dadb23a52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6122.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6123.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9422bc649dd74c6c2dd707410159762133fd86d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6123.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6124.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..211b8f658e58fbe3f25e6586b3389bf41d8a18f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6124.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6125.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d5d196144e92d28f3d3f8c63551d4b07c5ceeb7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6125.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6126.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b5ef110271758363d46b721858265280e11d8c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6126.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6127.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..712e4e61836741ac9b95ece69b5ad3ebd4ebc2dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6127.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6128.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f3d18c9cef49150f2678f9b534e0e29f8e21645 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6128.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6129.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e2eb968f28f90dd9531edb530608e05d53d955a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6129.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6130.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d835267e25729f9ee1b04dca620f21c0a455e4cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6130.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6131.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a398c96ab12b23765656dfd85cadfff0306e3ef6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6131.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6132.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0536cc7fe468a6980156c9aa815b6d924ee7f1ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6132.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6133.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45757fd774c62f0a5609ec54d62f116004f1e14e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6133.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6134.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54fc152f8cba2ca2f769671abb35c6750447214b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6134.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6135.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1034ba2860f5114a92671165c5141af965737cc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6135.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6136.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57a5f86511a56724572c2bb51c6424924001de2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6136.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6137.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16f1a5189a7267daf5e5ed0240690412dc3c493e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6137.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6138.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae39d78767d1f5b4f97a75960712c7a750a2508f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6138.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6139.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e2dede45ae0392638c41c32c063cb0ec71a1f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6139.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6140.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da4132cd5209274a500d317b8c6bf730b031f0d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6140.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6141.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c556a421ccd320b0f9fab4e4466fe6607ea3470 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6141.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6142.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31e5519c8e428d7f44715ad4dc7010b8fb0479ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6142.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6143.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d709c8b2f77081c3caa6daedeeaec5bd3490a991 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6143.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6144.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..953c2d01c13e28f841c9583bdda0fb9a2aa66100 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6144.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6145.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb5e0db9ff0a2b6ecc2888c197e666aaf1e0ef08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6145.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6146.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fa7f7622daa8fe04db6669c07a6ae075a0d6daf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6146.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6147.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4cb40f28275543837ece9220b44f79518d7f81b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6147.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6148.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be2fada0fa2316e109a60be10024157eb2b9415 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6148.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6149.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..532541ea35590d90683082dfe343f8b9363d9a4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6149.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6150.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2dc72ae4541d0a3fb0b9dd3a94e494de6569907 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6150.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6151.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36caf0114d38bab497b6a8dc1e325f55edf7e165 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6151.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6152.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d0288229e8e1379174bedc959196001d9f2838 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6152.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6153.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d11aefa4edec0c3e1617f1035be1b880e829e466 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6153.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6154.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06003aaa01af9752451a224e5c15f0f675f5b21c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6154.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6155.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f3d2bf15d7041b0d7aeb065280fb36c59643b9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6155.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6156.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17f3f1d0954ef5aeb5ccee56f4299fd03b1c7fa0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6156.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6157.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76d79ab5a32881b36f399dd3e462837931a2d352 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6157.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6158.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..837871fc06fdb2004ac23d327396b2703153c050 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6158.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6159.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bba215ba50f707de5c4ab7c9fec65c80267863b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6159.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6160.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6b0cb1483dc922f4c6dabfd8e91000083339b67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6160.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6161.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d36c82e8f182ab6bcd19e9b1605191440e79a96e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6161.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6162.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d853604143439f1b17d0178eaeac512a3d0774 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6162.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6163.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3daf423410ace20329eff7ebe897957e0bc56f8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6163.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6164.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07d202979e4aec6f7c43e78700c04691d0c36539 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6164.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6165.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56d4ad77ccde90b50dc5d98582b1f26fe45ebfaf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6165.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6166.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86fdc4dfe8b3a401680745806a218faa0ec5e61a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6166.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6167.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01f00bb177684bb75801dbb74958f06053f45dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6167.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6168.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..322b0ec352c34609a857cad9b3fc36ec33c357cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6168.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6169.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46d731d79a9be2032b4889c154cb9181e30c4419 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6169.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6170.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21bee34fd585fdc077a7833f16326994528ef63b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6170.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6171.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b25f5fcc5e73010f13a80be6e209ad825c0c9314 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6171.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6172.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d62105f9c915042e7cbe0c889749d93c43807aa1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6172.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6173.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a73ce6df8995382135feeb85e7a8c0a805cc0c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6173.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6174.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a087f6c547b1d738445f3f4e27210a65bef23a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6174.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6175.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c483a181c28bceff1c99724dd50d257b4ae75f89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6175.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6176.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6315cfbd853ade12deab6f30f31d2a36990b4029 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6176.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6177.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1f5a6b1277490d7e4d283dc0935ff83b35aa925 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6177.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6178.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aa12563c5925571275eae279e30843e0a735ab9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6178.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6179.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22bbc2cd4ff5a2f29e3dce01bb57d0bb101a7c9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6179.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6180.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04743cc542f0651ef10d05daabe9e8c3609493fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6180.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6181.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49befebea28cd9b16c12f2fa9d6d360cbd074289 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6181.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6182.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48aab7013c9cc11196010f45d26adc6985641862 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6182.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6183.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4da57324bb965613c7ad0f2262984186936b74b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6183.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6184.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bfb1826b03f98b8463853bcc8006c98f8ace18a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6184.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6185.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e41f0e1a03e82662f9e224971df8962e6c4dda3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6185.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6186.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adfdcf7f9904e82e91bec6bbc55e6a146817ca87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6186.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6187.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8762c65c30613869194b7e50481771279c21a76a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6187.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6188.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0520d47a4d4d410dd8f1402b1580342873f71b03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6188.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6189.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c7c22cd65428d0fd5817843767b154fdc6d0fc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6189.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6190.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f9c332cf09ef1cde6d89207aaebc6a9476a0d16 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6190.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6191.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b69cd5e537bcef74c4c817691a109c3e82211cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6191.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6192.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24def0409c24bc4a55a481b035b2921c12367719 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6192.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6193.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02d27eabab0e1b6e246819b96ba8b4d42e2035fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6193.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6194.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91761b350eb9bcf75484ece1507d7ba3f6484ab1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6194.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6195.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc8cfeb847507e4fa2220841ab55f33df9f5c6b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6195.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6196.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce0ed07ff2d7b303975d2ea60ac2c7768609a132 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6196.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6197.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e02a8b28ded7fb591774b65e164ffdee6618f138 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6197.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6198.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f4592bba6bae0c871bb08ca02dc852eec3dc835 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6198.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6199.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15d40a9f2b34c244f76dd8c9801148e0907d5ce4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6199.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6200.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..caf092dfe6d009fcfd197231e50b78d1f2cc84d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6200.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6201.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d63969fa57869c5f78e1875d74faa64bf46e3c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6201.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6202.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dec36ed7c27547739a6c9134cb519e70c005e0f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6202.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6203.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..506394b2fd3edd531d447f2d7b7a70fe11363276 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6203.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6204.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c27935a6cd82019ecf973a9d1bbdbd04222a9d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6204.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6205.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..984f0370fe64434b7b849bb17ff8d8a6db5c3cb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6205.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6206.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f94a11f2f43ee85ccb188ff15ab99132a2e0192a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6206.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6207.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75c810277b465b1201978afa26fa13c3e03ce8be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6207.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6208.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20d2502814df6e9ed29c40f3073eb6f52079fa4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6208.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6209.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8e94c71eca1fe3c117c488e2717907f0e5ab35e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6209.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6210.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aa000d76389e2e7250479e809927a25219c0699 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6210.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6211.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bb5ad0de0f4b655d8d7164756f0faa3fc7355b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6211.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6212.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f743e3e8170c2f6a6f0888ea302bcc21562c8349 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6212.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6213.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51d9f7ed8f3264705fd4beab6f6c04aeade1128a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6213.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6214.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ba829b873640c7ead08fb60aa56e928b64e911a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6214.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6215.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de292694aee0f79c4c60e03ee04e45cf018fd8cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6215.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6216.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6153d888a2d27c8c3419ea4ea8600faecbe06ed5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6216.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6217.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90be4eb412a128288b2c7c2b66f978db656cf6eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6217.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6218.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5206b99d0a60be9865cfded203678c29afbdb528 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6218.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6219.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfb139309ad2c8a2dab918b889adda54476fc71e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6219.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6220.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..698f5395f1cd72854188641a0b727cce17924357 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6220.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6221.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46db6759440fc0de1188ef185cf22efa0fb8a176 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6221.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6222.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12243262944819c98e23d51be44474cc8ca9e486 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6222.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6223.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e033ea64c48890277edff3aa679755d3274de0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6223.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6224.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd7437e69c96b2ce3beeb1af19e394dac4eed9a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6224.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6225.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf35e8ba3d20a59a91d0360ffa7a20b4e7ab29af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6225.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6226.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b020e143205f09a92f1b1ee02ba246425f549590 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6226.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6227.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..898e280d4c9db1df8073ce3b87665542b2504dd5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6227.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6228.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eef76793fb2f9efb0a9d9641f8f6fb1d25e87a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6228.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6229.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb800765ef7145316cfa079596b561e840dab633 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6229.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6230.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c251cc6eb9a9ee2409d6dfd3737b1202c97ef5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6230.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6231.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9857313927434f8e4a8b82a1b1df112f60929fd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6231.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6232.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b234d778253ff40675485b81824cef9126781b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6232.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6233.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db83d3fa269ba1da46617e189a191d15fee30b2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6233.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6234.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c32090e576c92e8cd4daf354c3eb04011495558 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6234.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6235.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8db20d719649f9e93b11d6adc6f3faef3736f3e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6235.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6236.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b07ac171ac5405f52deba531ce4d9e13e6471054 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6236.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6237.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cf818954c1b63a22a793434eb23808668f4625b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6237.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6238.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c401f20998db7bda867404c4017d0c563846dbcd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6238.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6239.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8ee63544ff7cc8c83cac286ad01dd84abd7ccc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6239.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6240.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4838f469b5d437bbb71e4b653e523b8d3555a4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6240.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6241.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ffea6def999b9014c2c0f495aa0bcc56a9ead2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6241.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6242.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f2d9cb2e72384191ef1af66d0e93a617db11fbc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6242.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6243.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a995afa41cc58390c4988dfca359be4e519e61fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6243.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6244.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a13ea0d0ea10486c4b6e35857d3bba4935492792 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6244.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6245.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..853b754857b7c7689f7960f57e26ddaa3f6044ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6245.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6246.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4fc229c9d8464a0dbea3508e4e7180707ee9fe2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6246.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6247.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d97b14e9be2c58f91179b783f874054f5f8a190 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6247.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6248.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40dc878eb5dad4eabf013633d665cd6c6f85535d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6248.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6249.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d8eababd9d26d6ddabba7bea37227114746d8af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6249.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6250.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b90996ce46624799aedc4ebe135b146ae556f7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6250.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6251.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3df33c48bd56d4f11300f35b886d9adb8b22aad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6251.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6252.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..141fe8dafaf8459d10ba3753a6b6324fed64c30d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6252.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6253.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..908d11af6a2833ec0578e01c3eb38d310814f534 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6253.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6254.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..238af3909f6799239f71e74301a4039649f20c67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6254.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6255.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c37efdf3715675654fc58282fb4f7aa355ba0a80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6255.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6256.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65e36a27716f4c626d6695735328701e57526121 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6256.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6257.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c9ed79a8bc58b799c9e782d3a9d6c0c6088d409 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6257.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6258.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cf53070c57d27e0622cfc85ade23ee2181ac271 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6258.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6259.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7280d76b6be245dee1ca7e0cf93234946a2efa91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6259.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6260.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91891c3bf88ed65752fc81eda6e866ce12ee8746 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6260.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6261.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8334b9a0c935873f05c6d080912ca157a3c4693b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6261.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6262.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51e573f6544df50d4177f18d2c52be5ad723786b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6262.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6263.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7381b1d2d7e7541974ef81bed39d1a6935621e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6263.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6264.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fac510cdcdfe4d8154218fa3e11a65b1881c6ce5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6264.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6265.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aedff7db0a504589072115c6ca069cee6faf541 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6265.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6266.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cadb53f203ab22018fea09488b96578451bc205 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6266.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6267.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f43f868199963b55ca9640b380683960e717194 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6267.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6268.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e655262a10f5faa3c5692b11a03f3546bcb6e1da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6268.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6269.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21939ab36aca68987aa732ee23d4a9c044653977 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6269.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6270.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76ee1fdaf023704c842e5a25184437e2d3290074 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6270.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6271.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fbe84673b4654c1185fc20845b75c378825bc87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6271.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6272.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a19e9c349a5c8ea715f64deee0c75ebcf8f9fec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6272.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6273.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb7d31e7e8b99d8934b01a16534b257eb43bee9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6273.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6274.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a795cd9276ae851e420c6feb2e73481f0c8c690 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6274.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6275.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..828bcd1baef11b75aecccaae45ae525cdbaaeeac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6275.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6276.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acd7234ab5cfd4a4e6b9e92864c14391935aedce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6276.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6277.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cc3ad979dce21d755bb8730dcf2097ff37126a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6277.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6278.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d728cf2b43e18bcd426f749bcec16eb4f211296 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6278.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6279.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd6f86a58cb17a343b4f3dc390703ce735aa6f9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6279.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6280.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6bc570ef2d48089c8e33b948a89999568c48576 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6280.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6281.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04bcaea689ead5b5fa164957691d77cfc2385a29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6281.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6282.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d3440ce5faca5b10ed8ead4d92c3540869f746 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6282.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6283.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fea9b0e07225c21a1248ec43ff1badebf8beb6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6283.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6284.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dc7d035828d2218b1efb9bfaaddfb1965c0a2c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6284.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6285.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f5b567a2551f71e6c5270d8d46fa88db3b2ae1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6285.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6286.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6744e95c728c7b85cc431da1e55df99ff4db9983 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6286.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6287.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc8502596a43335bdb2046f2b18b17d35dc72bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6287.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6288.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85ad17d28704908bfa1e8b0a6f526d9593865e15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6288.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6289.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47eab1c44cd92c3150f9cf0aa33f195d2e66a012 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6289.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6290.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42f3213b0dd4208afb8158d1b03afc430995435b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6290.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6291.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..174a322a4244e2bb7fadd2c5488e984db19a0831 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6291.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6292.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470f2b35c5baf7e5bf501f322801cc6c89d5254a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6292.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6293.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b435eb93448db431fee4f2e67fb2d91b1ce51aca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6293.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6294.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edc1ffc62250114088bf5b9dc7340835bf5a61fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6294.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6295.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13ff000396ab1d1cba52e4a93b09c2d06e785c61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6295.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6296.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a94fb8c5c521ecb28c4cb896279496806e0a39f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6296.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6297.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8452c534ec68b2304d6ab3a5916e2db37c0aacd8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6297.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6298.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..508b8ee40cb1f765b320888562a68bb8f9ecea55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6298.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6299.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dede051a059b95ccb5b4a805450087ab2d2b9a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6299.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6300.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d8f9b31599879a4fed473395380c2a5a21a215b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6300.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6301.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00915003806e1da4c2ca6bde9de6bef69e1a8c84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6301.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6302.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b497e261d6527464791a45a34d31ea71d2abe9c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6302.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6303.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69b7bc367881f458818ee39ed483aa03a04129f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6303.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6304.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0f40cce139beded283a5f69c8bc5ea360980771 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6304.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6305.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40e5c856db60cfda8f00af56981156715103a660 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6305.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6306.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18c76f6c8136a48e48a560bfd1307f9cf3cf72ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6306.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6307.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c333443d9d422d380d6c53a5c5e585f2ba9bfa4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6307.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6308.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45d1384f2373fe4bdce6395e123e78d2de62f31a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6308.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6309.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e1de92e8e74b3ae73a2264a683282a6d372f8c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6309.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6310.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6502835c4b0d107d3b02ed4e2c5d51c8bf9dd584 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6310.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6311.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..857309cb7be031aee87a3fae0422dc8656de4a3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6311.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6312.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11cbfb1c77ff3ce0eb2ab7f7d428149fa2dcf14d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6312.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6313.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e9d6c14cd0a375b16c007ed8bf6f8af8f98371e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6313.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6314.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03bd964266ba1fa9233d93df2c5a1c560edc66e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6314.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6315.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bd0319798d73b68d841db8bec86b2ce6e4f80a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6315.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6316.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76db25d8fa12a009857e576f9850209015f27f3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6316.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6317.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4f31346c05f13085b6a73879266f1804e652278 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6317.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6318.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..132ad21a166a54f2ca08c2652bc611923e5f96cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6318.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6319.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15d139d58d54a82fd3b7d0964569925198857722 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6319.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6320.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94ae6eaf3016b170c0087e7d4ed3bf3af591c6eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6320.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6321.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc88036ccaa2a7651a34f8ca7f6daceb74d61c27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6321.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6322.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..234a00bdf84f6f1232156f6dfa9ecfaff17f43d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6322.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6323.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56b4787a09e8f7d935716c0f72ee84823edc42c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6323.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6324.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88859325b20e79b0e3308d6dbe0cbdbe9fc90297 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6324.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6325.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..811f84c18874bd0cca74cb4610b6fe0760b095b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6325.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6326.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b300589f7b3bc9fc9ac6b4a8fccee793b202218 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6326.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6327.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d81637a543792d2c4a4226111c45960bab2f6255 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6327.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6328.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae0062ed057971f364e7f41793593fd5e1389088 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6328.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6329.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52a795546465203d4e049ca6916df3505ac07cca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6329.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6330.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26399686eb60552de44b1d3f3c4e01cc088a124a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6330.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6331.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2783b43dc677f763058cb2b0fa6df1624c598115 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6331.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6332.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2fdec33b313d60e77f6e0ae9a89f80ddc3c3c1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6332.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6333.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5faf3b4c07be605229c961b2d2b1fd4da27a7e71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6333.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6334.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..865d174adf80617d0e60d1f5413a14c7c6e81417 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6334.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6335.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..068a06c9dde3c588a1047802a7df996e51e4d2d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6335.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6336.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d08f7c5bfb9ab39eaa52840a8bc756c5040ca1c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6336.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6337.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02521e4aa889682657321e2f7f90de8e4454139c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6337.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6338.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..795e16f092a1ede52d7e672f33d63f72853fdc57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6338.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6339.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72b9d33a836a65725aed175f3ea62770b68884ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6339.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6340.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2980b257f0a231ee9dea7811b81569023e3982f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6340.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6341.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83743ff02879b342c9521735be8560ea598354b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6341.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6342.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2ec1305648ca11a3de52ec7c87149a564e211a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6342.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6343.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc4591f7414f6fb6b0b5fd03f5f804bc29b45a92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6343.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6344.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99d191db2ac96b364b815a32cb482696e6739221 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6344.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6345.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20d02697f61557eaf45572ad9c47dfe009ee53af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6345.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6346.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65c1f3f881a5bd658cb4ae23401d175662a5a1ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6346.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6347.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daba1927cfdd22c86be6d9e3d25363ac793a6f27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6347.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6348.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59c1b081466ea4b96c9b9e665e27b59222f8ff14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6348.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6349.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bf5ac86d920ce9e8e8528a9b332a0b56ec5a3a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6349.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6350.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0af16b7a6626521ccf3891918dcea61737f660f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6350.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6351.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db931c9a542446285921e4df5917b392cfa68038 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6351.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6352.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2341c6b91ebff5c1f1afb5eaf338ff6b393850c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6352.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6353.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ac8bc2de70c6999a1c5e8690c1edfd41d7ff50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6353.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6354.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c1ad409ed10cef5267fab721c4e849e088e07a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6354.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6355.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eb25fc06b4fd1417bd6b0c16ed253a43e6dc0b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6355.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6356.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21b36755c5fa61037aa50211421f0d1effda023d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6356.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6357.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb0d62a81d2e1bf75e5dff65ed91373076feac47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6357.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6358.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b97972c4f76f4936d8e7143e8ade37bc9f984b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6358.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6359.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73fb687eecdfc5fe9d753ecb39d43b9f4147b6f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6359.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6360.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..121bddee0666f274c5c016ba2df7aa92a92a2094 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6360.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6361.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f60666e50c51d46b857abd6f1ad6acfc302c6a6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6361.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6362.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d3cd13a5f0730b36ef1bbf3f93701aa4638796 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6362.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6363.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bc72cf1570aa7c3e76a39c229e0636ce368db4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6363.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6364.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79294415895532f49098eff8ec6e4e489d8e6a72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6364.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6365.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1556c3b5d19773cb3c62c73e6b8275cf04b85f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6365.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6366.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b7774154734593d40daf34f600214979daee746 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6366.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6367.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4e28920840446aed95716b0228c551970ee9a95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6367.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6368.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..714142a9f26099039f696d00f6a3b66826d66a4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6368.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6369.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5256011e2256b144877e0a250af8377ab7eca5a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6369.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6370.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..846b5517c7bb4a1ee7d9bd70e19a5b67f409bf15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6370.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6371.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b260ec24ea0a7bf946618f922a44422e84ad89cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6371.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6372.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..affa69f934da71c859c1e9ddb97ea5d3519c2c62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6372.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6373.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19b06bcc76211d1da81d07706e8c4125f5eb227d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6373.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6374.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a477c89db1c8a506461652a04a34320340df08a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6374.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6375.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929002dd7d215c4a7330ec13e0d95490392a304f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6375.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6376.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..842bacb4a8c4e819942335cf3c88659df4aa50f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6376.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6377.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7f78d9d20e20e8ed90f5c23d511564ff63e406b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6377.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6378.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00800706c2c5684f38662d6a404cb5d8f492c260 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6378.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6379.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6936f85da70d380e07dd461f95013ff5cd7abd62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6379.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6380.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..171c9f8b5c983364ebcdb3b912913eb4d62ee36b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6380.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6381.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13aca9f3f7ec61ccc1beb8ae86b6d4059f039131 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6381.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6382.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b03fc0aa0edaf494d5975acd3054298b382f02bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6382.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6383.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e88e13673e8f40a50e087ae85eff2fb927ede6d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6383.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6384.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c50ce46a6cff17fcdbca1f4540372fd28a3e22b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6384.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6385.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3cf4f77fcb0fcd2f9e66386cf8481b2157cd94f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6385.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6386.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9c1b6a1914d4e90d1013ab0f791e302583bc03c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6386.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6387.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4504fcdf21c9f88b508016157aa2066a66ccf97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6387.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6388.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f9ed6c3ee469748dcc8f9c6ddf9dbd9ca838654 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6388.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6389.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7ee0773d28bf18c35faa3f5bd87991274750993 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6389.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6390.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17806a09f3ff48d896619990053f0561cd7ee03b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6390.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6391.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50eb35f767b325691ca52c3f16950980a67b4008 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6391.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6392.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc7a7d20e3192c9f61c4daa0a2eb2b7a6bb96bbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6392.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6393.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15ce8d709dd82886a64cab3617488378924afd52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6393.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6394.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c9533c77a75a70e6d801acb2d41fb6d2e5d5da2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6394.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6395.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c86bce7fc7679cef65bb552fa8b0c5be4f3ce5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6395.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6396.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b92942dd62169863ea9e318e03caff9cb102a22f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6396.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6397.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35a4604d8f71aade247fcda89c063aefd986217f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6397.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6398.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7144503cc6bc862ee9c2d8aada5f96012c52d691 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6398.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6399.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d47228f811d9c17719fac33b1b1c08af6dd6566 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6399.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6400.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e297beea863c54c4865500684b8b905477f66d28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6400.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6401.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02c97471e02c569598a03614d37a33e84863ca48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6401.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6402.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65c5c0aba2a168d1bf473ef73fb64e82dc7e5637 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6402.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6403.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..657421c209418e2ea1a479af3ee0b06d82c42627 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6403.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6404.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4683fd83013229b070ff14039ad85f507690bf2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6404.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6405.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5869f2c5685ef85037f26a282b161bfa66218799 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6405.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6406.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..511270a706fa2b1a4116483d3015ab20a52272b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6406.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6407.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e928e6038a10a51c4c0b7295668c3fa4cb413d0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6407.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6408.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..591e7fde63c20ca90c8d1965db49b0e760c84eb0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6408.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6409.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e73fd8f3492b84a6106adad76124a3b3011329 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6409.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6410.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d228d126fd07b6e28369b80b87da8f164e77160c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6410.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6411.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ad65d7bc9af8609c23df08fb40d8598cd205732 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6411.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6412.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..036663be8deeef5a48e9d8d5a5422bf493338939 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6412.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6413.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3924f0810c5dfe93c0ba5736fef0abc99cbf189 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6413.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6414.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a1961d8190e86f1f2c68873616b037cbaa1fe0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6414.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6415.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91caa6ba74be3bc5f43fed2ede631c5e94da5a59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6415.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6416.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8475999b6bfaea6c1d2d183909c95642a8918e77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6416.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6417.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aab66363e0e485badfe62dbe9ff70d35db030977 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6417.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6418.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffc3aa0ba4ed2ffdb64e940ccbfaa5409105588a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6418.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6419.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c1c7c97945e58608c954b52737be92a44e8ceb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6419.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6420.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b5e3d730c9974c6376ae7253943691b9e4edf03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6420.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6421.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a59e737b8af0b984254f3d57632caaa7f425eafb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6421.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6422.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd9334900c54f378a78f2211fb01dccaeb216010 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6422.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6423.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8b4883a12aa6066c3e26f481f2d7e9893714302 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6423.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6424.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c9ca287e760855452af4d740a5b15296661b7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6424.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6425.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53fb6600d09651e7e038a3d6082429c902806b9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6425.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6426.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1c6ef4f6604526cf734c6badb46b1748a28ca76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6426.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6427.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c82ec32621d4292c59b9ff1780ee5f1cff00eed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6427.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6428.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ec11291ee45cf04991106dc626496db3f3e7539 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6428.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6429.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f051b53dc6ab97ac4f88742659cc935dba24317 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6429.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6430.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a39c3d7775e0da72b76767948c2ec8facb98620f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6430.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6431.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d17d93a21cfa4cd41b1748797bf2bbdd260c0ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6431.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6432.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75926d2bf8a721ba03b6172e9a5425efd335ccdf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6432.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6433.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..629ee8edccb0143dbfca9fc37d062546e0a1ecff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6433.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6434.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a698beeb9b0e14276792bcd9192c472f6f55db4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6434.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6435.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..730305eaa21a2f922264506460908b762738b703 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6435.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6436.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10e4fc5a44e6302bfdadec9c3178b7ccd4e3dcc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6436.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6437.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..759f99ca4ba622ea22ce97f177226c2b505faf9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6437.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6438.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a159b939abb44a0cb82840948c3ddec16da2db34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6438.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6439.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..059bee6e680492186da59d6a68517c1168264e7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6439.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6440.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..590d98ddf84c962fcb1ee9ee436f4cc9dfb2ab5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6440.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6441.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9092b636975b41f79fabe8ea09e6bb95c47dab7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6441.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6442.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a31364a5e8964c253b0261d1ec44cd3f65794b95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6442.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6443.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0074d925aca0c30e8a08dcd6b4c44281e4ac075 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6443.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6444.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06a73d9d492869d0e8634bef041c01cc4cded0b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6444.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6445.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91d43ed132b2a4dac80a5db6322b0c8d5b91cb2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6445.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6446.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c92dd33894e3da91ad1273c3473b1e6816416ff8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6446.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6447.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25fb611797da3e6b65340b15697692065da359fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6447.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6448.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83dc814c12c5dc934d543f70c70aaf0c286956d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6448.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6449.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c2896c89e67094852e0bd20b300d69d414a9141 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6449.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6450.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfb160957e2211611ad327be61a5b360e7c5ea58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6450.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6451.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4db013ff6204fe45aa2ae6812a8d4ad4df9184ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6451.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6452.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06542c140a3019b7ac7bc7a48da4c6f208730aa1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6452.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6453.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6601df6484ee8b0e2014675a5b95c115ddcfe37e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6453.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6454.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..692c43a428d1d573d67157c65b17aead2c2297ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6454.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6455.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a242c362fffa3d06b8baf1d04918f4344337e4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6455.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6456.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dec93bc7065573e59ce50563215fcd802392a25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6456.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6457.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bcb8d5afdf5590cc245445d3d32967fd8343e92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6457.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6458.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5cc89242345c0f0dee36cc27031f6c0b51c5b79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6458.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6459.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0346654471c28d61b810ae0c6f725a00baf780f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6459.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6460.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bd96a019739fd5e054c235352088439a877a6bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6460.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6461.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c5ebe08e06145c7eda08b535cea4b20557d38aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6461.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6462.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd8b570a6ba02ee8a0924fa700a496f19d43289d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6462.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6463.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd1ac45aa58fcabab589c9ddd67b45f4b21cf250 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6463.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6464.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bce3209471c9f6b1aaeb5a76a60da8582019f9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6464.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6465.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68cbf389fe927d70a2dfd78ab175eeca3c0a661d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6465.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6466.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba7290fcc1f449970d42cba4cca1843ee201e1f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6466.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6467.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cedffa124bc9a7a1c4a37b54e27f0ca5e518d2c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6467.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6468.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfff17f46fab425bec248ebf5f9b0ae6e0e293f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6468.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6469.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26564d0d7a96bfe7e4ef351c3960cfbfb4e08bc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6469.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6470.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8ba38f130746d61a317f813c1246b77aafb2994 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6470.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6471.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff9a8351ca494471b79d83cc0cbf17800cbdf0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6471.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6472.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6ec2039a53bfc78dacbf297a533723366947c2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6472.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6473.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..422a4c1502a6251b616334b8ea98b27d3aa89d93 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6473.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6474.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52f8b981b0fd269bda5e7744d1c71ca9f4107952 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6474.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6475.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b51335fb53063f1b8a89c1db97b2724f402b0d11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6475.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6476.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f00fa4eea439c9d5508e89d681214e83f751e43b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6476.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6477.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1469ed9f1d61afa31b05ca5f27cbc1eb7589b712 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6477.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6478.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d6625469779318b402395cb269d584229756983 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6478.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6479.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b95e66d53d56d779f612fee14ed5f1a0328718c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6479.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6480.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11c35b1fe0e026ce3358f40871163c0f0ed03d13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6480.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6481.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61a42c1b5d9773ef1ff4ece9dbb30ddcf13981bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6481.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6482.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b51e3e01c291985ca016ae26ec79e86a562a8ef9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6482.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6483.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e80ad43bc1e42d69388cd957b1e0fb363422009 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6483.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6484.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7ae5b286545d555d02d23840de250e34cc0a76b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6484.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6485.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53d1a4ebe658ec6f2b1d9fd53709741cd8b85e7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6485.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6486.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..467dd86e72dce86695e4b2cb59e2814a26f9d6a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6486.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6487.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b954bface9cca7cc9940df7349af37b8275269ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6487.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6488.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79c09a84d265078bd58ceaa63643c56ed077630e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6488.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6489.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ed9ec5d86b96a52a57311c04ee3b3d25f553113 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6489.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6490.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a3205076ab78b149300d1f8fa323d6bf37b49aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6490.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6491.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e610c12fe485a299d98aaa875bb90d92b773bf57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6491.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6492.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7f80c47521388d2f46a01566c4ffd5b9dc1df3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6492.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6493.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0d64492fc2a70b658a5b864de3a05efeb21973e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6493.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6494.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e63e002fff55d3783b57212fee8291b60c36c73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6494.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6495.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1080106740bf329a1647f6b4488c457cf6026449 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6495.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6496.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce843208e956a1f763ae59cea08c11c9f0a1f213 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6496.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6497.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ada774411a0ea58e05dec9eb3428f390b6b7a20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6497.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6498.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55ce828522bd2a0b8f2c49239b3022745bf22cfc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6498.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6499.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7a9562c515538f614515a72ac1e9773a36a4ad1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6499.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6500.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd54994798bc3cd947cfa61945e423d353ddf546 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6500.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6501.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7a50e33cbb1f37f7170db6f6861ad9ad4a02a2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6501.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6502.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..273bc5188b89f2eb0040c9d93ef73d6c94b84475 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6502.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6503.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b26acffdd30b9fcd5fa0a4b73b8eb86563a26efb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6503.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6504.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51caf5d74f4043e24937c63ab729219e23bff2c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6504.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6505.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84958827d07095a6e9feb7568accf10836055862 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6505.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6506.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2c6d7e457b2cc44a0267536a903817279cc2278 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6506.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6507.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac7654b171a3dfe7d33b9b90fca70fd31fb72369 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6507.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6508.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21944185132f7dce842cf95069be1bd75a9cd039 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6508.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6509.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad9a44b53c0a732301714cbb8babe93082c406e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6509.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6510.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de76545b180be7a6b619c48bb97cf8046a82fe19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6510.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6511.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25c01b0fea39ea31904856bac83228441e7aa3e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6511.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6512.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94dd839995bd8b527db9d744e9fdf743531e8ef8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6512.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6513.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e550ddc0c1d17d8c7ca42f3f464e20b482e116b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6513.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6514.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00551760a2f7303e8ac1c9bef94a296b89f69b7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6514.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6515.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb62e0664c2faa096eddfbefd963f7ab16b8d2a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6515.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6516.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34204bb1c0fbc4a25480a92a3c74b3c9ff9edf3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6516.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6517.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bc899d45c9ad34114b5664560e2954264e01d5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6517.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6518.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a8b717a67de9ddefd5be20f7b212e4225c99015 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6518.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6519.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7d8db07855a4126095cc2ac7180926c912c29a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6519.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6520.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..592441bd09aab4d0c6bdbece53cf53c15b690ff0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6520.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6521.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72029c7bc5bfe3735b6a7f711f97efe280a50769 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6521.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6522.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3e1aa0879400336a3a844de7710fb1593a1ff9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6522.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6523.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf2b069071040e58ccf1bcc33f207dd6ca57d6b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6523.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6524.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f782ccbe6fb1fddf24f84bacd6d028cc01d2fc65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6524.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6525.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9500f3de7f704d5cd8168c81b80abf837b11814c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6525.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6526.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b54a45d3b39ca0268d7874c974aa93bc0fba2a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6526.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6527.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ef21391b8b983eb7f9429973c60e62759d934ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6527.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6528.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00ef224df6a4755d86d0b2eea01151421d33531a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6528.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6529.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cec5d6c0ae6ba40671c47cf7d29e708f76823c03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6529.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6530.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e4ec48c0b746452bcea02c5c247a9453dcaaaa6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6530.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6531.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceaee020a0271b86cd55a519744461e991898074 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6531.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6532.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c62460d5e98fabb8ef12f6b10e9befc0cd49c00d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6532.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6533.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..529664f7bcd165cde5051af99ff127268f5c4fdf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6533.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6534.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16a439a0aebe4c412a031b8b74f057eb5b80ece9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6534.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6535.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c9a040e193cf0b09d402492c216d5e056d08d0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6535.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6536.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f9096a3ba9b588f391e1530e2d4fd59abbfd886 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6536.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6537.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61bd39ff1f9c3d7f757cb45e30d69e07288814a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6537.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6538.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e7578bff1834274a3c6acecec97142a6818314e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6538.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6539.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..315fac21d3cd99ee1896378a86221179e9829e20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6539.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6540.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dbf8d03346c82b701f195c2f68ff0b965bcc08c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6540.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6541.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3d104e813e956b19612cd8382a1f5e3a94d1d6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6541.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6542.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f12d8276f4032479e7412f625a4014e3a2dd0b11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6542.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6543.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c765a7beca0edb4e492d484265339addade475f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6543.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6544.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9b0d922452bc83b3fc77dc1b0b6b204cd96bbb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6544.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6545.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1acf5e26eb071e7b7aa0f55722ab16b67ae27399 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6545.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6546.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c13ce60ac764ddbcaa1090e09e83bc067ca7986 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6546.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6547.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cb280e32e880032d328cab18e803711e9404efb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6547.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6548.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22ccc90d908481e270377f67f8af93a9c5702d0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6548.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6549.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43d12417ba58f33c9df879d6e096997cb37eccb8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6549.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6550.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..595549f9e553473b0590515dd9d0d29a1e8515b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6550.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6551.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..069d971fc489452096d6707e19cb3a4ef3b9b302 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6551.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6552.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e706f332cd3c9f26c4a6fd225bf6d3f4ba2f5166 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6552.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6553.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffedc16f338312a1b01070dbbdaf3f2f84b64048 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6553.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6554.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65b8546cd8f5b95d0f9999a425d985884c3ea0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6554.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6555.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e56668a9668a113122f2c23346bf59d49d8bbf0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6555.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6556.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3f5bd4fa4fbb2d8f8b1b6313caa608c291d3118 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6556.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6557.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6325c9e4bc1298a78115965dd1b14b10b971fc1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6557.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6558.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5359070bfec49c09875c6f77f6cf2fd9989a2c2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6558.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6559.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af6b4a7bbf4baa4e5ea715fd50b88aa094f512f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6559.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6560.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64fe36d8e8953ea611c9da0a6f571cea73d5d927 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6560.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6561.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa09c593614f51764047cadcb6e83b6cd36c7811 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6561.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6562.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bf5d794c60bd86ee4426f02e16d75f9392c91bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6562.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6563.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98f08712f839c1977ca84b6d328feaf81f26ca5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6563.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6564.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc4d29ace3a4136c5e9c9b4d656a90259ed838a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6564.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6565.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3798adb360659f485be10cd5763972c95c69b676 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6565.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6566.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cac50de65a701b85bcf34b50ba30696a51093de9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6566.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6567.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bc783b0a7862ad0bd90d6f89e2c657ca9086108 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6567.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6568.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59e9a4ba13e168b279ff8384ed9c1e116dc62ac2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6568.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6569.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86e359bc085f8e05d2dd93ed1de81044633512a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6569.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6570.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3206fee76c0492577d6253056eed45bbb254a2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6570.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6571.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c0f1e9b42142bd60a162fd6cdcf13a4b79c402 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6571.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6572.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..220b1552bfb0123ee90f0c3bfc3eef8c35fb4b53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6572.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6573.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ec638a160106665aa8fec6ccba72c87bf7b875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6573.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6574.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3ad75e8f1d0e7604a384372931b9c9202abda4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6574.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6575.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3598041eba1a22c65b48a4174047086ceb3031c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6575.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6576.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4818d7d28ff3257f98ac075c713124ab0bdd1967 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6576.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6577.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a423cdc2dbe6a5499b4c9acc3e58b9af5ff06a6a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6577.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6578.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d81ea5301cb6b626a0ae873fca93c56d37808b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6578.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6579.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..806c3d0b069dcf9a9394e361097a4b7b89f9079b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6579.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6580.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c0c65dbb4cb4d722600d896a252f55807f162b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6580.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6581.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cf559dcaed7c251c580a4d493983f7507f2b2b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6581.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6582.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a48efee54c1a8f12fcd8fbb287b7b3f3099196e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6582.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6583.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..989d4cdb7a77b2338b0049d26db795db07a8214a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6583.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6584.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09979b6559a9f7918de31af3f98e83c288a13daf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6584.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6585.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcec83280177f8e863f9e44306aa878d8dad52ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6585.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6586.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c6e7b496a0d1a34e3c01b99abb57ca8c0ff6564 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6586.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6587.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd4d39b8e3a81fac6f94554feaee196442c6432d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6587.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6588.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4873748bec3136c934c59698e5a052f459a90434 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6588.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6589.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1f1c55fea94924cb0958f306a4f185dd426a58e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6589.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6590.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e604cbd02e201745ff7e515fadb6a9a0e04dfa54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6590.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6591.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7325d89c02da8d01a641c60e6d7396a00cb0d1eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6591.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6592.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00430c7a60432114523bd2bb46ee0e58a5da7b44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6592.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6593.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc939d7c923a68215067081eba67ed7b99fd0ef1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6593.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6594.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07a0f6f60af087cfe89e360455fc0a648b5d854d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6594.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6595.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69b992ac44d92d9425f0bb8759c61fc6bdf3a733 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6595.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6596.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b73c942921b8f884f5e220d2f609b08fb3e97ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6596.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6597.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1eb19f515860b7726771b181c682ff5880b45f42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6597.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6598.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0daab51d35fdcdc9a5141da868fd4b44721321e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6598.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6599.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c67456a784a46b2d03f1c1f6ae442a3d7ddba67f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6599.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6600.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65d667030451ef1b7d9758dae25683cc4f22a1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6600.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6601.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b63872c866b55237eabd57cc34b81c6cda0d8c64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6601.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6602.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6793638566fc0fa1f717f14f1adf38d66b200a60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6602.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6603.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..246a9dd45fa5e8a644c2951b39333c3eb7b997c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6603.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6604.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ea3f9fe8aa75fbf9e790f3006c23e9e38aac8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6604.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6605.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3858d28cbf5ba6bd28c85aaba33706748366d96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6605.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6606.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..767ab4bc1a8ca3cdf9d1deb84c110f4568c8ad88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6606.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6607.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f2ad9523e685dc592c9c381a7196540cf599dd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6607.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6608.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..874a58e89e81b5db54d440d6aaf70eed65026a7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6608.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6609.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ad1b8c947b8621aab897ecd850cfb0711237bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6609.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6610.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ca77eb82d07e6a414970e8ef0c2a4bc3a08bba6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6610.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6611.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae456545535eb0418f0616048060e1a0fab83a62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6611.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6612.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5bc52fc4c40fad2bfde4d8c083faa475a0d9307 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6612.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6613.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8889b96f8f21d7cfced684d48c93b6675410e2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6613.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6614.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9641bc810ff621e6ea5283dc320b6f157d55506e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6614.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6615.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38ed820a68343c03ee097e194cc9b66ace9357a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6615.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6616.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..102d7ea1786457615a292dbaf850df1d76d13bb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6616.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6617.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..998b279a39ca2f56de063042b558941e467cc41e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6617.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6618.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8be30facdae72d82ac227e82bd4322e8f3e956c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6618.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6619.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e839c16861b9c10565767d7dcbbf0093e91a4b94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6619.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6620.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e93a4fb85773813b4cc36a5a0321ae93b516e9c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6620.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6621.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea5e466499b30472c61ad49b8277c6983f7ef96d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6621.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6622.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7c4d8e9ae9f0800af6d0db428622231b91bb81d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6622.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6623.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a737706234245a1dafdf9a4eff480822c7f21f8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6623.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6624.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5fe24f45eee540372fbbc3bcfc0faaa4c3ce6cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6624.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6625.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feacc5b19f6b122c239adc4318725460c9a42f22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6625.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6626.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aad3e2322b01ae1a121c70a3b6ed79fc3d73038 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6626.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6627.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..215474cc3e3d815aeae52f11f7f86ab83996a303 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6627.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6628.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b52a1589f8b38cfd83e1ead5885be78c2fcc6a10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6628.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6629.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f741bb472ab45209fb066d2731d6fbdc2606209a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6629.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6630.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b43cc2f8571ec5343f02f4d387013a523e52258 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6630.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6631.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee0d652ee53151fe61b0924e3a078cdd5a3c60b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6631.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6632.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d64e7a5677016f985fa38a568503d1a9343c9d8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6632.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6633.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5320c5d24dbd255d467239b4b3e15405e97323ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6633.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6634.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9be7e2fb932722933ca6b3d0ce5d63029cb61be7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6634.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6635.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55ccdbc2cc0ec14a32ada04aa6bf665c10957a94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6635.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6636.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82446251b2554a27dc67f6ac7bf7996dda7c7221 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6636.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6637.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a1530340de78b67001a6ae0cfe2185918d16f53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6637.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6638.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aad65a8fb6fd23c72766b3106eb560fb77ca65f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6638.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6639.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2888b4127058d1f473715f979d1986bada5dd6c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6639.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6640.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ed601162482b985104b54e76911cafc3ab60fe4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6640.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6641.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88ab44c41a05736458f9763ccd04b471977ccf7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6641.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6642.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efb0aa69d849a7148d578677a29c0f36199fac85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6642.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6643.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3188bfd7aa0ced6dbec6947cdf67b40623b8516 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6643.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6644.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dd7c90e34e312696b152909cbbf63f6d09457da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6644.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6645.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f07440faab17230b8a7f03e68a72af1674976d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6645.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6646.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cc6cb3848854713fc5f515d7681b606ce20b564 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6646.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6647.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1fceed2073b7eb47bb71e23e59c07490f560587 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6647.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6648.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..852778be206707912c9abe975a8342ec162fabb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6648.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6649.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a522d36cb03b788ed4ca9c30dde09d98e9dd838 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6649.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6650.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1966938f54ff304a2fd83f6e4166476828276e39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6650.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6651.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4edda043c11b43997a3baa794ae81182d3ec33df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6651.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6652.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ca3c4e50d0175e447661c1b51be869ccf92f585 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6652.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6653.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b9f04036bc98d0cc77250cda4f8455f53fd46a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6653.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6654.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..225de6358a64b42bd78673834490c5d076b69a94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6654.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6655.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fea6fd4ad95c2cdd9aca3791955313282c3250d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6655.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6656.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d305e4c10df3a084c1f49f4e17c7236f36723f92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6656.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6657.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..100c209cf277ad84423810f35272efa370bc5157 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6657.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6658.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..843580d4d88ac0f2618807492c42cca9c7149e95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6658.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6659.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4df5e8de71c13c2452678ed2d77f3cd829ae7f48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6659.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6660.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5be0b81ec70b1c49a8a024887e9b2c6dddf9b4c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6660.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6661.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..906c177ccfa0b5e0b1c8f9f1f4c0ee7ba9001c68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6661.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6662.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf325894b9320266e2346228b5c43eb095e8d19e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6662.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6663.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2edc31e400c4ac6aeca5c7b5e41721fb493f15b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6663.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6664.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..602aa0ad78c1a202baf84b24b43d2f4d404287f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6664.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6665.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77fcd09a392f77fd143877558c3d8b7c99be1d00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6665.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6666.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fcd7c106b3250531af2d5153184a0f54a81ca38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6666.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6667.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b921756719d065db7c1cd60e5a71015aabec3d51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6667.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6668.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7846a4cd5cfbc5cf6d68e05d4e8acb7dcca989f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6668.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6669.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..715e20515f573bb8673f1f4b3133198bd52fe8d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6669.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6670.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d87aeb61faeab7200ff7ab5cd9dbce314409599 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6670.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6671.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25643e8cb8a5002744fb6e4df86d9445a7370fec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6671.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6672.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f37c512a3c3f2e1915ad58f2212ad61b7338ff59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6672.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6673.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b3061e8d65e5ae35580653e121beda83ffeb700 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6673.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6674.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0d1da100e81c53f757e1a2a92fa2a226d538a9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6674.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6675.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfd9918f92eaa5e9a5e7278dbbd1df417a98a378 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6675.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6676.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6ba4ae0b6d25818a90f28d1b46e4d188685edcf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6676.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6677.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dba116a2b46badb73a07d6f154dd32cf89e7a284 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6677.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6678.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..227789f072c458f946f740f03b37becf97829fac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6678.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6679.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e13afc7eae1a53869388fca437ab2436024557e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6679.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6680.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..072a31e3725489695699a5d8f67560afbafbe579 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6680.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6681.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba042786a71d47683cb7fad5e93a1edbb7fe743f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6681.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6682.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5652e6070d5176762f62f67fae978e95b2f7c892 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6682.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6683.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c42b1405ff0f3cae42b783225a2321877c3fda5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6683.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6684.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a5901e7c56517c47ef90181316311d51eda3cd8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6684.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6685.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f277e2f01f987be0bf460ed3ccc7b5c5cff3f78e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6685.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6686.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ede1591f17f0e27a552aaa347b65865fddfaedf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6686.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6687.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8bd148abd2fae7deae7a110aad80de1da5ef136 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6687.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6688.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7205f436e20f29861c9138403070c5c5ff2d2808 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6688.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6689.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34c4be4906fcae14e7888304ffc5f32513cdf26c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6689.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6690.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2170803d81c29beff554e2ac38a0e6084a5cff7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6690.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6691.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c320e222b29ddb44e00efd465060c0d2b0e2308b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6691.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6692.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34d96648f80d1768ac219a1bd403225106a5ca58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6692.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6693.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c96f5c0607e92527fb31ccc621247f789b7e034 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6693.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6694.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..773f6f968f67bb0905e9a698e245263cbfd34ce2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6694.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6695.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bef384bf268940084b19dd8fb542b8c601552187 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6695.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6696.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e5e26ec2655db0a897e05146642b3992503cd27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6696.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6697.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc1a1d93f327bf55cdc48afac3014326dc11d2bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6697.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6698.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0b29aed52110fce33a6dcccd615290159d00f5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6698.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6699.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8a08918be3fefa1fa3f40e8d2cb35310dfad301 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6699.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6700.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb58bab1de1af838627dff5e0c4a65abd43de485 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6700.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6701.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1b8af4a142b6710bdf4ad6329153c13c54c0ac8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6701.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6702.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65907e90a43ea267b1a2f8a9946d4a7103d5129b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6702.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6703.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fd559a01e48bdcec2b2c955a96b3c743630be7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6703.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6704.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a70fde15885c178704f315703b4981145a88ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6704.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6705.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd51b223f4a449214fa08f1e957cef3f43158399 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6705.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6706.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..992fdae8ef7b8165a4c5fb76600620903d8e8f82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6706.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6707.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14b5a4bedaa0fb86cf9fae8fd5b678f0a555e28a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6707.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6708.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6fd596127d76fb8400b4608b125f4a7bf0885df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6708.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6709.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d97c1d3a6d14dbf060f840e0ca6af82a1ae3208 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6709.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6710.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9947552c3e636f0f4aeaa3b25c110caaa4496a3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6710.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6711.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e0ee492154aa0f239aca00d89a7a3228850a677 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6711.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6712.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07c83967a309f4fceae1408d5bf53f3e70a1cd62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6712.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6713.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c56a4640c1e6269187dd8c1e7e8fae6363e44cd5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6713.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6714.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfad829b11c8119f6dec4f3751407cd39b947b73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6714.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6715.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d51983bc230c4af54a3d9bed874b51358465e36d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6715.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6716.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d913f2ea1f9bead59d31206f98b6d515682c2e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6716.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6717.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4ec31825ec5c000736359aa9a2ec8e73d45c701 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6717.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6718.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b17d1fdbb08c3e130e2fa48e10dd69327123468 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6718.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6719.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68ab18bab07d26a1b787f47c4e008a84c6d72ca8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6719.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6720.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c3f9875cf88bb70c92245e70d2105b4b7224186 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6720.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6721.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1108bb23a9867a31509e092b4ff6278bd945a626 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6721.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6722.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3db76d44a970302723a6dad3981d2b92cd919809 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6722.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6723.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1bb45a149260c4d94670f1c77f173c7dc239cd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6723.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6724.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e4c2170771cb44771cf3941eaa653772d23b4c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6724.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6725.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890f6a35d3219f1ef60682879a5abf835e22c992 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6725.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6726.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e38ea5f74163ae4ffd1ea81882a655bc05e5efa3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6726.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6727.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3745ea5f9578bb73ec432a1a6952bf7ca7ad5a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6727.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6728.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82b4fde79f29dc9269e8a188249495a470601781 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6728.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6729.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3aca8bef0b7dab23fe7a03c0b0dee74296f0c342 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6729.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6730.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..450080a3b5fe51b8191211c1fc7e327cabb57617 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6730.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6731.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92d2c8ab39db368e5abe88eca11d94134f677445 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6731.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6732.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01749479b0fcb56183074f2795e6163c5562f32e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6732.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6733.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3570137b4b6c0125e48c42c731724a1bc46980bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6733.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6734.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4074e15f752c790beaa70af6d62e51f65f54c4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6734.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6735.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57d70796f4b34a577a6415a0d544d3865c89a11b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6735.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6736.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..718eaa526f29e13946a11131f1641302c0d483fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6736.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6737.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2daf480b2f45e2b7e4dc93647ef63f12949edf97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6737.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6738.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebc3117c79766215393c0a14c1128392fd97bdc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6738.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6739.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccfd5e6f0bdcab7f5a2022625b0d36360a879c66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6739.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6740.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5511d8a9a2177537f40b46050d217cd167895d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6740.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6741.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07369394725c8f6d34eafaf0f1b77a700aa22296 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6741.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6742.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b42d801c86e5e60e6fa0f2272c2058bafc8f75a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6742.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6743.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dc9e53f09a6fe0a7a3cabcaa76513198bde5934 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6743.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6744.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1888c6a1ec42adb4e83ccf25efadf36684bb064 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6744.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6745.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a583a7bfad213f71bb9665a9220cbe2eca884fa9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6745.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6746.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad986292a4dcef6c2580bc55407b40957ed4909a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6746.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6747.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9e1617b27c0e18c055470b98dbd25d99786e3ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6747.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6748.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba6155de8aea3c6f3c18a265d8d06d54650dea88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6748.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6749.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9dde8a8149a52560d3199b0e575c7d30ad6a861 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6749.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6750.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9004286c0c0cdc1452b93d0d414821e450ec121e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6750.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6751.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..074721948841b5e93bffad2826eeea7f9ab72d1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6751.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6752.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5807e509e9ebef74db1ec3a827823282755b0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6752.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6753.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93acaa410ab7e5f2fba4d6b80c3459842f41a385 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6753.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6754.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d59be8c8c9a792523e5e5edb1f80cc90595d57ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6754.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6755.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5ff973a1b590c6e50fac06c8ac83a258f03a75e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6755.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6756.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93c8329759409ef56d7023feb5c392199217fe89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6756.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6757.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c577349121820df9345dc7ad0fbfa120771eacde Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6757.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6758.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f97e911314a830b26f9d4e522cc4123ee9dd811c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6758.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6759.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf0d7a88b5a1051aa7bd7c80683c3d34e4d0237f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6759.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6760.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3c452f9beb0f1264f61961eb2f13e6c232b52b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6760.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6761.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cce0f9c211bd41ea3a48406b90338c47c0b64bee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6761.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6762.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..665d9c4f280a427230138a7bad3d225f81582173 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6762.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6763.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e88281eb6ece8bd26d5df5a9a11394c9dcd35384 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6763.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6764.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cf34646a9a0015a63567192d1e058ca51a80e75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6764.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6765.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceeee102403973112df5faa7f1d1ca754e2f94c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6765.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6766.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..288cce2ae35e713897783cfa30c53134455dfc6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6766.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6767.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aa6130c29c99edc1f859d9ba5318f1c6c7bc8b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6767.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6768.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f43e0dc48cc1acbb0ac0127588ffde551504887 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6768.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6769.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94005c3d37d0d50737c0ab3771529f2d605c2cb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6769.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6770.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6ca0c56b5a9488e5ac1f4d37af35e1758b7e00c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6770.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6771.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25b610b53c26516c709900e71b4d5e900a312913 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6771.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6772.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9ff163d5d49d8ddb5d3e9d8a62b3bdb09c72b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6772.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6773.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65bd400f609d9e9f4a66b062730f4962ea31d06c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6773.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6774.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c122687e17c7e23132fb91e82f3f561349c197dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6774.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6775.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4e9b1412a68ed1cc5d0abdebd54a6782673b383 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6775.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6776.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76d190315c712dbedd88081212cdf6f321ff2d6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6776.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6777.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c86e5195a6c3ac7ea1d5532dc54e95b2fed715f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6777.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6778.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9776c521e58509c57965d32f075eb2ddb7eac3a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6778.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6779.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3be64a2d489506f539c346e52c62718f0e02e146 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6779.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6780.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d80ec3670b02e7e307a143a284ea5f4e6982b786 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6780.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6781.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2b8e1c2f1d8c1ad106c5231095d23f8fd59db9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6781.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6782.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e61c5b102ecda9dc66cf406c584093348860eb1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6782.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6783.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0f9fc815bf2721133d6cbdb991f753efe9f8862 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6783.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6784.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fc1a6a19b841e5c5466a026d9e84c18b7051dd5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6784.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6785.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c020dc1d7fa538457d9aa37ee38eb3efd81ce21 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6785.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6786.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a018cee381904506c274000d0e0380974ed6e33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6786.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6787.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e320e30732df617f71723653bbbab8e4076bf8b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6787.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6788.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af9bb53e4208d830907ea16dfdf074877fcbb07f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6788.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6789.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..108cc6f0cf97223d0abfa680b4256296cb68254c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6789.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6790.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb607fd93118760a3d237cbd99bc46962f9b9adb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6790.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6791.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1b0639d498054dac1cd300d59e4bc18bbc23957 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6791.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6792.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aad251242f3cb1730fdfa7df5b5499dc88e042c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6792.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6793.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed9eb8ecb6d9384f362da85ba49bbb45bcea12ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6793.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6794.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01a0631a1ed3c6421ef0af13be5b3175102e4e32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6794.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6795.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b456db8e5fc105260d76e6b827967de907a9774 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6795.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6796.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17bee535e99d5e57000b568152780bfb8d2f4935 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6796.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6797.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1fe2713df1db9b1dad3aed2b611852bb0b948d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6797.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6798.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69e7e621dc92f2c677976737d173025aae64565e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6798.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6799.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09719475d56478b0bfef071a288f8b38c4d7a0c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6799.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6800.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f132e7744dd58e9ceb6a5a1caebaecd37a5baf6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6800.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6801.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f175486255141a7fa18629c10e7f4df797e42694 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6801.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6802.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9dbe68b71f382b5d9d45a137795ccbccc636ed7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6802.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6803.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40c6072175c49b4c2e66dd876e9fca2a82898391 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6803.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6804.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7c649e94d538688fa1f9d447e8372583bcdd576 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6804.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6805.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eb7d27861b0cb466694c74e9bb382a95421dba5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6805.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6806.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1663a18cabf0da99d1a890e5657ba6c44fd98829 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6806.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6807.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e40edee5bf89e42b6fd0fe6ffeedf8e20e8f2ee3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6807.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6808.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e0f4121e89afc81d4f33397be8cee18917edf4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6808.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6809.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..096f81849829c058b4d19a01712c1ad36d182314 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6809.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6810.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..398c8391820d1d6d869f57d08780448480a713dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6810.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6811.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17a4c2a081a4f12867e0e492a24eb617af8c8f3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6811.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6812.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..950d190b0937cac845dd1645a325505204fdb39d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6812.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6813.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20108142ce74edfb2eea87a0f227aa1ebaa52bef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6813.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6814.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b68b008c6205a4ebd538c238a1394d599d219174 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6814.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6815.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c418d4158e2d5af7adb3c82ff5c56f263f6fe25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6815.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6816.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a75d7618abc112cf0f4addb20ad50def9b3b3b53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6816.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6817.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f11e97e7e6c336f6b0d8731b5f1374f94ce6edc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6817.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6818.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10291d60cac5b816c99225bb178386229869901c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6818.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6819.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81111038a92fcc81e9b7810a2fff816fc3bcfa57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6819.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6820.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96149a7b10f6b2bedc91c54257b74a10cf261d4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6820.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6821.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c0423dd4207baaa18ea0f820e77b9d4e23925d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6821.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6822.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57c4c2bcbeb3b1a5534dc5c688d41c8a2f9abbe1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6822.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6823.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c0278bf5509c5ae4c62785f3d077e5021c1587 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6823.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6824.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49f71338a2deb34a1ec6b0da434a7c65c3aa9aae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6824.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6825.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4616389148deb56a5389c18c3b09ac4f11b606f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6825.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6826.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ad7e09e66d4c41017c1e0a30191705b10a3580 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6826.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6827.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a547f705ee487cf18961842e485aafb292e7a9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6827.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6828.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77e402f66281f3accc3960bd8252edaaa4bbec66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6828.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6829.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90a37bfbf83f9c8ff1979bb8e5e9d50f95f46ae5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6829.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6830.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f7f8332f305af8481c75f5421fbe6d7b71f74ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6830.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6831.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1c3b58e4e6d1bed473ecaa59ab2e406c02c86a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6831.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6832.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4217e82403f80910239e531cb7351687d9df887e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6832.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6833.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ba36b3b8bfe629c8253599e755971068985cb45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6833.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6834.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46c12704392e1340822df6c6371fcbad4b50873d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6834.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6835.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..979391c8af00ba1d90d830b09b547cd4db938940 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6835.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6836.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ee3c0c6cd8bb84b645aeefda5ecfb9a0667ca8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6836.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6837.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22b8eae300cbc97b3ac750b540087b5d23120c5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6837.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6838.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52733f843a0bfad4185f0a5414cdae2a0689bff4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6838.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6839.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7ed56ecc575d1bdc5d616487b352ad8f27c010 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6839.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6840.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86e8ff3b76bc19ea7303207eefcabbf23adedaa4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6840.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6841.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63764393cdcd1a163bd3e42daaa3513de1925c88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6841.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6842.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e315a883ed2d5d3cf81b9d10220c5a6355026a24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6842.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6843.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f6a8ec89719d07fe4f07375ada978fbcf736487 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6843.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6844.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37f8352f2880ff7b2cbb3325563c5d6ecb830eba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6844.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6845.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52de71be345828f6cd9ce92ecc701d88305e4352 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6845.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6846.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a7ea7abe9b460857c4db794a4dfd786b248c0fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6846.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6847.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56556fa9786ff697ae764f7cc1681e3605440046 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6847.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6848.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c586ac483d40dc1c634f76373481a629c41b889 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6848.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6849.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bd4a50f0dc342e54754d9aba3ab5110357486d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6849.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6850.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a753debb8177907c160d287e0eafd6b2f8602598 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6850.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6851.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7911a476af8170891b41b8f6ad253988c7100c9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6851.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6852.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad6b51dbb3b6e7057a23c5491318ade5ecd25277 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6852.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6853.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3a2b90c4af58b39d800267c673b1bf8d2c288f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6853.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6854.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8da30241928e548ac8dda9340679c08842f2db71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6854.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6855.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e9cb265f57e229235b028b7cc3c6903207b39d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6855.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6856.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf879670d5b25d55ac336aba3aa7bde611adec6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6856.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6857.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f17d9b11773e07ace82287d1ede451c9eae634d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6857.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6858.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db6ede1af28fb2104766b217e21805bbbfb33bdc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6858.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6859.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c18629e49eed154209444c658693555d4363b8c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6859.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6860.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ab52d6e67e7d55c9d54ff96363e43b02bf321ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6860.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6861.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6115347aebda5d593fab06475f257384082b942c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6861.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6862.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5247cf00ddb2a907b4abb21ff433e80db8035df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6862.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6863.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7097589d2987c9354c6de281302f698ec222ef35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6863.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6864.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..009fe64bcd6210b09fe3790d60854475415ddcee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6864.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6865.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50603241fd7a30ec2a6f8d8ccbe391814ef43812 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6865.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6866.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2056fd28449fdaf577ce93107b0225b5c186c25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6866.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6867.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7013a6358d18acece836559f1a7ba9d3ef420a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6867.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6868.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e37c225eceb49eb9145aedc91cf01abd5b08a33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6868.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6869.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5789faf24caf20f2877152c0d1b192ec04b32a14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6869.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6870.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d99d1ae1feec47f83eea4300c0e6f9cecb231fc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6870.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6871.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..118dca62dadc3f991b0b172bbd73c093239cba94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6871.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6872.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5903521f45b832ed9b0ed54713a7fd7c07c89e8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6872.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6873.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a78dbb3ea14da5056b8542ace1acc5ec6491b53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6873.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6874.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b04d84810e49217ca3fad085ea1ed67495744ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6874.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6875.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..432279cac448ec43884323ee2fc891ef7c7630e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6875.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6876.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ca9924e72eeafb5a117749fd97b8705dd0bcafc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6876.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6877.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1589be8b8ebd2564343a795272663c9e06313aa4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6877.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6878.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31ab4d233b99163942f1d78864ec9a254d5d2836 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6878.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6879.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4248d9a940a987686e950c8391b7f2db87cc1de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6879.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6880.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90ecdbe92db1a019547bdf48ab560ac2134e06af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6880.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6881.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbf58860868b9fab1e4283a7af364f4bfd22fe0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6881.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6882.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74a80af81a9de2221e80b8330cb31ec0b087fcf9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6882.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6883.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a743d39b9b290cf2a8f970f7db9323897c37ea73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6883.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6884.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d44af31c6fa5eeb3e7dee97f6d67b0c1829455e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6884.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6885.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..017735628e305d9519c3cd82cd9cf405c9d25f25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6885.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6886.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af500d538bbc6a51cd6d7e81662d44637bd45523 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6886.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6887.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77857e60b033771365a7c59ceeeca3a3cfaa17bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6887.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6888.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c3c060a033512a980af0616fab9084e10de5731 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6888.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6889.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8262634b0588c8e2aa4abfb099d9060446b3a1a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6889.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6890.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef3d79001b7c8f8872eec06a67a2646648bf8031 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6890.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6891.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f24db67ae07ea1f5c6b46b89150f8a26cffa2660 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6891.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6892.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ab3705bf099be334b3d487a58a0f58989bacc03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6892.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6893.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..487c0320825e2b09e8704c1b6e1de4239d9693c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6893.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6894.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2634d868434f3c96a8ffc280c7aed8a59c5351c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6894.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6895.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f40e3ab225f6f7da28c03ed165a35a661c7668e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6895.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6896.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b40ac1a190f492db69c7730a3c392dc3bb3cf59b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6896.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6897.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c3c1553b2268b1f59416e8acbb5e1fc2f69b83d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6897.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6898.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7684f63f8c35f6e3a1ba4c172c2b84c37bde179 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6898.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6899.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44a381bde40903b7d8e542d84234343e9e4893ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6899.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6900.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaf488a54936146a7d8b4513639955ed98d59f4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6900.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6901.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1703485c63b32e191ec29a6e40c5b172cbefc67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6901.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6902.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ef7ecbfe478791ab2c62cb3de40aa103176b1d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6902.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6903.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ba6cbd2b15938e73454f434238392a86f8dce4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6903.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6904.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2c62e926002498cd2cbcf7b301087c4bc7b5d8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6904.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6905.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41104c9c042a2b4b88ca06ae28ea60c466c830f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6905.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6906.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8718ec49e72a5d2fc85119bd53e898a582a625a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6906.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6907.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2696dd9f7d6a2b939b8c1215bb40c60ea315828 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6907.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6908.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d32d97e3cda96cb73032cfc1a02ed8ed0ad20ec0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6908.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6909.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..097d039d2f78c3c1a66d99a455ed7584f0ac07cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6909.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6910.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a115a04c4aca8b913b50e371248aca8097db00fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6910.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6911.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a44462dfe9cf73a5bc96d7adad86dc251fe43c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6911.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6912.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f128051463c4b5185b77842cf921764e6506fd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6912.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6913.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0f8ac7b66d0a17fa7f8cc572e00a40361deeba6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6913.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6914.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cebe65d0995e44dc8604e777fc53eb5b9e0a6292 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6914.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6915.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f24d7def0b7b038fb0ee39a8e0bd24024ba4027 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6915.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6916.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..454901c9235d19916fccac805c54346d43ffbda9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6916.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6917.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..228a5850c40f47be6e872e737af0ab9e85d04ae8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6917.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6918.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..880f4652e4591494e26c959d9e996969886fa106 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6918.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6919.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46ea0f1a26f8cb8dae35afd4db243c55be983086 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6919.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6920.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9970f7b76849f81e15ca656bd22ad51a3cab2c1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6920.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6921.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a512490e5b5a813d18096896822b4408f7bcd4f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6921.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6922.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6659b1ae9141272ef0f481084a997c0103038df2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6922.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6923.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99b685a417f96144dff2525ea726da9f4f7e1cd4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6923.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6924.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58aa1c1428dea619b1c98a5219975c65baa15d63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6924.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6925.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9cf41a72aabeb4116484fe731ae58eaf4860c6f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6925.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6926.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95bcaf43251f2ccb765be6ba2735dad81c4a38e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6926.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6927.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..104863a590760d0592d936d2465ada331935f2c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6927.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6928.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78fc7a30a4540e84f2fb7b8799734c706bed3d69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6928.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6929.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad51413c83eda5b511af6efe523e7b4185237a11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6929.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6930.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56883ebbe209042d5f32e953a9bffa871b036a4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6930.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6931.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3119d9bc4177c6d1265cdda896b9172efda3342c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6931.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6932.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc7522004895c67a6a89ad0779eb49307016780a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6932.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6933.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd091c027fc5b63dd53cf8df233b7e992dffd6b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6933.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6934.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe51d2cbff15ce7445421d4b76045a22544fea0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6934.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6935.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdb02b161beec565deed56da680505b0f9948785 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6935.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6936.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49b9af4b0d5ef855a25d1c7682b4013cd90ab675 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6936.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6937.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abf88e55d162f4b87d50f79bab4f0ca39d09f321 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6937.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6938.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..999906822de7a0c3dc9b369b40bcb37fbf782447 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6938.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6939.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da1cd3cdf493a141a114efe62ca7e4751288b8d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6939.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6940.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f1f525f9a97b79d170fdc510fa64e38bb90192a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6940.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6941.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..257c3ae7c67163b85c491f66e121e924a803e1dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6941.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6942.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14edaee16645727929c089d1b665ae27f9e868da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6942.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6943.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a656f12dbc7af59f46caf0644b9eb2a2a59d41e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6943.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6944.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63bcfbac6ea178ee1996cc3b4ffc4caf7737805c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6944.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6945.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45c4424e05078c0b6dae0f0b7d6f729db6334a47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6945.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6946.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2379ee82ee2e975a26e70a1da5e4e3b638da0f5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6946.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6947.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..705ae5f4728d8fd9e79b8c14422d6a647b976eee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6947.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6948.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d38012b22f3ba40e241fafc6ea779fa8bcb5030 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6948.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6949.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c1af9adccd211cd962382ae2a584d60e031d36c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6949.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6950.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82d4b6d3c0ad97dbba96928d8d9e2390fdf8eae7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6950.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6951.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b19c25b0b36437a16169ff17a1ce09f83ee1efa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6951.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6952.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8577a551817c1d1ee43429aee1e5f59b9d2584b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6952.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6953.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f030874c33499f9d3afc2f4df2363ebf32bd31d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6953.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6954.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37e0f620872b21700218d08ea7e2081e74c30a96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6954.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6955.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6231e6803465028a5882e356abdf59170e59e7c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6955.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6956.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9803d45a2437e718ff9143c5a48d34f3bc9e5cf6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6956.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6957.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a435c4889fa27663fe48164c16ee80e6de840065 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6957.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6958.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a70cf79ff5944c2b3b62c9961913641bb72bdc7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6958.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6959.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e7dc883db093e65f6bd0066b0da0924345b218f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6959.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6960.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9ac6ad01dea57d9d56632d87a79265b7b60f936 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6960.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6961.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1002b0882cc9862f38bec3cd165c7afb595fc64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6961.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6962.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01857414860a22888c24131cfb11cd743a93c3db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6962.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6963.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47eb6ed5a5873cd6d486a447e3863ad0cf30dbbf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6963.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6964.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53b5cc057891be8e1b94abe291b3060700b9ddb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6964.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6965.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..761161af8afd9e72d206abe48aa1d4510284563b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6965.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6966.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..355992fd8da7010d5aa03a1108d09b5389beff35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6966.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6967.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbd4090a16a5dd51bb569aaf06038784c2cc9f4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6967.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6968.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b067b9489e1b024ac99eeb26f30c67d1eb0e38f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6968.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6969.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d6fdebdfad4131e9ee81f55d9b901f6ce65fc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6969.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6970.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0175a397ecc683445ff12cc5cb9acb8d2af772fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6970.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6971.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92a49a38fe5e7dfed4aa7ff05f7b71954a71420e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6971.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6972.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c19db4760caacd55f60e87d1ec9c1b244ebb9762 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6972.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6973.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac4b75dae66b5b0ee0ba23a28523ea2aece661f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6973.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6974.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..680734b98998c36ab9d1f2c74db5d77508ead1da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6974.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6975.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9031d6fe672ed65000149ac16b6babd46ee82d12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6975.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6976.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdd6f1ace4325932a24fb866efd495d7e6b5d61d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6976.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6977.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6f8f8671b03c4e23be50656fca891d6e276c034 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6977.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6978.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b59a6e82fc96ac3d4dc4de2c35c1a000c34b80e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6978.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6979.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b4ee0e78884b5e50be235548f1188d3b122d61e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6979.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6980.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87d2233700f332eb539407a49db0511ea0fad788 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6980.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6981.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3678c81b57ebbf54d678eab141e414936725ac58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6981.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6982.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2a4f4f709ec065e71cd4bbd1e9c517d2bdeaca5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6982.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6983.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..262bd3cd0f6fe7e639e3b8f0defaaa8dfc59b509 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6983.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6984.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f8e64d40fcbc2e293a725fb001c6e06a96573b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6984.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6985.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c643f4b82af48b48e86319fb83b89b76a282df7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6985.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6986.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..911cb9b611b133b82ce475694cdfff770cbf5a33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6986.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6987.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..855faa463121044efff78a6d275e4e55c1e65240 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6987.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6988.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0e0e44325ea0e51461f371aa7bfad9893887fab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6988.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6989.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..893d6fba583bab4edda4c3731b3868366658c866 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6989.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6990.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b60705e08e1712205923fcefacaa296e6ee822b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6990.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6991.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42bab5a21af590953e5c73a0eb10fb96087b6087 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6991.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6992.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9257938562052dce8e81b6133961b62d34e99ed5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6992.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6993.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b563f46855fbf2ab0cf7d506d886402953a6000 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6993.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6994.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e0977b7ce858b21bbf057aa6c5872b25ab84037 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6994.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6995.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6c10766ebdb63e0c4e3d5b7201c0c0a6b2ac502 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6995.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6996.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3d2a64ded305d1b8b4014b2c92e91621c0770a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6996.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6997.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02a55d44c8c7164a1df3a9c02ef6298bedade47d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6997.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6998.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eddee8e6ef1c5715c647764ac72bbe373dae5f6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6998.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_6999.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_6999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d534cf75720423dcfe82afd74f2717cdea2eabe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_6999.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7000.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7854df224e6aada10de557cd22e0bfb0a6ee759d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7000.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7001.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73ba310b20ad42052bda2f27d4fec4e6b3414651 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7001.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7002.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..819192a3ec631e58752c767c2ebe342a9b3fcee6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7002.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7003.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c5b27298c0d9e86ef586d087102ee186ee62837 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7003.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7004.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48552d8d00717da603720af3dea26a217ac64fef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7004.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7005.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b16f56ddbffc97ca9a5dee3fa65d93eb1f354dd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7005.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7006.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3239f2de5235aa029a39e502cefc3936f1def2f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7006.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7007.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6567f544523519765409f7d9eac144779df69f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7007.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7008.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04caa1fcd33c6154fe11642756ef7214e155469c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7008.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7009.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81a680875bc97ad09b4acf095185aacfc6642afa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7009.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7010.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e37987280782cf934aa1a4605663c655c326c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7010.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7011.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd27ad8bf2c5bd90ef4f6aaf58445389e396e7f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7011.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7012.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58e9d06b8fe59f4a84049544b0f38f34cd582c34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7012.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7013.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b92eb5d144c7fe4ed63c82589113e5942f3b45ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7013.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7014.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c3cd145755b8a4055166c04447c4dd716bc5287 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7014.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7015.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef93bc91f8ab203a9f9b128a48f5e40f15873f8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7015.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7016.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f404b26568203462667f4dae1c7124c6a5dc201f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7016.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7017.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79096321405cd3040470f71eeec07624f9608d72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7017.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7018.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f57178dcf0696c3eae30d877cbdc32153b502abc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7018.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7019.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96c118b4cd4cae3b0bd43800c1f98e607d447878 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7019.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7020.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b455fccc06fe163cf7236e81dc7db28115277c7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7020.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7021.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91379d8c08d9a6d275e0e3bd9be2eb3488d13678 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7021.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7022.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aa3e23fd693a8d7ac058faf8b4236b1434ce194 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7022.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7023.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eed187c3bf96cf8495f419c67b0e4d882085f9b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7023.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7024.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d516b5d2a604bdd85e53c6896c29a12226ade48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7024.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7025.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53315a3c1169e26997b7aa9b04e3e3e6ee7be8ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7025.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7026.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54aa1f5a35336f8248ef32efed7c6c48f79936c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7026.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7027.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab1da04f9f50921312b4de6ed8f275e00067c814 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7027.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7028.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed1cc94ab3445560b7dcc394c5a630913e6a6a9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7028.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7029.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7adba4550429160419a267fe4624c9f1fb921ff1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7029.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7030.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f31735b89bc75db02896196d1d1d6d37dab5ff92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7030.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7031.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..026ca698b4cf26d3941ee9ea20df2aa969b997f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7031.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7032.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5725e4f36a7a403efa5021036e13131db9bb8b63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7032.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7033.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..540f8a3a9c049cf7879a782e5356f9ecd530bda6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7033.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7034.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d68383fabab9c851ab89db6078dc3656bd228682 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7034.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7035.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64d7c74136136f6db110556acf0ae926a0bfaa9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7035.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7036.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7aaaefed70fd0133e17444ff1c2434089c3cbb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7036.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7037.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b4e7f4d34d4f1427151bc553b6d60baa551164c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7037.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7038.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a2c100408a6f8fc5324b62377e5ada6a431ae06 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7038.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7039.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0670abe2f92047a3c3d42e529d46ebffba3dfe0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7039.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7040.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..772082271d0e50e9436d36084ca8cea56617d2e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7040.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7041.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73905bb49e126046f6f4eec4926f253982055825 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7041.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7042.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcbc632f30cbdbc19d0b066954b131851789d1aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7042.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7043.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd929769f6b62938221046517f41f55458789678 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7043.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7044.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3622ce5e8091d767db57c3f7d4f48b972f17b6bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7044.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7045.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..242a9a5afdbca33fc1e657357caf510f5f5ceeb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7045.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7046.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18ebc44e2f7de70ea34f8af56ac25f5fa303b3eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7046.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7047.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dedc0e2fc9f743afbe599512727bfbf03fdb2c70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7047.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7048.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89ca8b3cd4ebcbcca50a5e1d672ca199322c2f87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7048.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7049.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afd9bed1affbf3b7bc358ea007aa30b1722d65a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7049.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7050.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6ed99e30e5255f6469eda252ae8b03e43f43cb7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7050.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7051.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b813bef8759d6305a2ee6fb8bb365c90e3426ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7051.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7052.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04f4ac6685edbada9a8b6e4eae5372cc64de3b21 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7052.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7053.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0abe708c97cd1fdf3a0f0035eb555659288f4755 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7053.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7054.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..367bd824f48a09356cd19a72c4bfedd6eb9f6013 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7054.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7055.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..524c55a633b4f3e4540f00a3c0e92a7579fba386 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7055.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7056.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7183fb66393d337bcddabf8e6109742b271f0449 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7056.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7057.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd65a8e0345d342050c3219a44963f9b31ab2681 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7057.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7058.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8ffb522b15773bdbc08b5c39eaba067f62d7f6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7058.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7059.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c211caa97fa3e274c64885e89e2635d6b5a88d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7059.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7060.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..442bcc1c8995f253b9208ac6252ea130c403385e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7060.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7061.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe8a5cfb357849bc909dd601063a6d154578b515 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7061.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7062.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69059ea6d6260012e2acb15222b07689ea6c2d00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7062.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7063.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..306ba962e454ae5e6780bc9d6bed9e9a35e3324f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7063.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7064.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2eca75aad2f408bfd2041ef550db57838b669a8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7064.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7065.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfd9f7f734b8e70ea324f12b4c8fde16681fda49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7065.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7066.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e80fa15ff8586f693b952debecf4dbc1e21f1ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7066.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7067.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03485861a30b8b65c1ba683d630a7aac1c94b5f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7067.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7068.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..014341eb65f49a0c0e857ea53912361c83c4f0f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7068.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7069.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5145370c740c1dfd9dc72eef30cac7d9d078f905 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7069.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7070.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08643a17d7d90167ccbc51cdd0e3a9d9d5a1753e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7070.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7071.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9edf0a5a733cb55b358d8341eb4a87a841875752 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7071.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7072.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b125e6bdeaf953d5ba081610f86d58629528a36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7072.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7073.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5042245e771b05a07f4cf25cc42cb7972433f223 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7073.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7074.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dec0ef03bfa61235ffe297f7ffa801a273aa851 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7074.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7075.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f572d5d50e84c80fdf3540541394c1cee8daeef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7075.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7076.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7729e60a9b002cd70219b13ffc23066d20cb688f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7076.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7077.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f633476d5ee5ed3af9e7eb5696f1a74d2093792 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7077.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7078.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96f049f662e1a58bbcb85bb17aa55f9ab7497b8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7078.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7079.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d6d96f3e3fdbfc92d30841f0089361fee67ddba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7079.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7080.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be423cbce99a331e45b7e8c04d8aaac0a026af1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7080.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7081.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59ea3df67f72e66cdb97c778d644972b2799dd57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7081.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7082.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee14541dc55cca3d15ef5a11b00a287a3d3377c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7082.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7083.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaf3eb02fd4c3f7d984ae54902615743eb9ac8b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7083.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7084.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..308f0da346b671eeafd27c19bbd7609f8f2374ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7084.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7085.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5375a42fadae1f5b547259601086725652150764 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7085.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7086.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c0efe647d75179d7155cb7afaf6eefdb33019cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7086.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7087.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d4141583096d690ba3941e603a92410abf560eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7087.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7088.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ed0e17ea0ea9d00a3224bbe3ae0b4bc84e213c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7088.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7089.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eaf7e7e15d78f0263ac779859c7be26afe78218 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7089.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7090.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0a5b2502c98805c6c765dd8b69895aa5b564c92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7090.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7091.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d01f37a94d86ccb1ae92ca29f5c3ec890c271c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7091.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7092.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b33d068517ab81b6a6776b41d5e85bcbdc3e7ea5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7092.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7093.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..911fb8c2776f359d4c43cf2dbee6c598302ee24e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7093.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7094.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..946c7d6dd47b8ed881185d6c5f44617a573f3aba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7094.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7095.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a36867c6d618b4462ec67af5860eb96a447a8ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7095.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7096.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79b4d59d986ad68548b6a30d2fdefd0ed81cef9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7096.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7097.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..589b47c22b32104e1a15c3f7515d4eff2bd31b88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7097.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7098.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f84baca15f1da00b24c7bef276ef66e4792b11ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7098.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7099.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f13f65eb95d03a8b05efff57316e2a91a2d94d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7099.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7100.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dcafceb56b18cedf0a6388b8be175453c422326 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7100.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7101.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3aca873c62391385f4fb054371ac6c4b72f7576 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7101.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7102.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7148006bcaa2f065a72bb12f0a94946cdd63f2c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7102.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7103.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9360484874d998adac8eab25d680b5195d00b953 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7103.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7104.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5d5324bfed139198a8cab889e3e16dca9198d4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7104.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7105.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0b9e4a1ce69f5edd805993c85398dd5ae366f60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7105.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7106.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50b9b109387ce9b938bebbfc32fa56c19fed457d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7106.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7107.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6234560c7e7f5f0a90beb42843db2fccd893fd72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7107.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7108.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e793695f407a1287ee8eabc94e17f9039c162cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7108.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7109.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55f4a217494e6cc80a29294b0093c7e85b56549f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7109.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7110.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..137d672df45c62b1b9590812fc709f04f73db0ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7110.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7111.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f00d1802edcaa297096a6307b243d12f8fe8f396 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7111.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7112.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94c9eaddf628386237a411b9fafb2cd1527347ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7112.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7113.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26c14e6b1c2f1c4f0b80c7c94d144c42864cdfbb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7113.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7114.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2d1b14b20f22c93afab2aaff0228a7eee975bfa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7114.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7115.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c983acd067f7e43cd3a752a67598fa849f85807b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7115.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7116.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daa4e328dce4e7ce7d528fb8379dce095e105cec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7116.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7117.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e1f978db80a2fdbb4aac43c69d08b256c0ebe4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7117.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7118.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a32043b1c991813b3ad74cba75ccbc58678ed8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7118.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7119.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..096a623bd183ca99ef741f823e822d9ee6fc7cf6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7119.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7120.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcca517605ffad8dc71efc9ec8eb6fa9636afe0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7120.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7121.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71fbc66aae2d6522918dcfff8db3b721d541819c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7121.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7122.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa451f2c40d45e3c6346d06eeff9cc14e4cd85c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7122.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7123.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2170b87b9928556ba188e9d789d08e5d77dc8a31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7123.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7124.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a114fed60b08a47cf3119f93523f8b703427ba8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7124.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7125.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c962262abbdd7bdd79e106e91a9a148f2bb7160 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7125.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7126.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb54fdf5f69db16fe7810af895729dcf66dcd9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7126.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7127.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dff4221d06fc7c460cb00c9b67f5fc78b824a0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7127.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7128.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc64f5edae88854f7be0f0d35ff9f7ed3b14dfa0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7128.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7129.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c383f3d955a8a1086d6c5973e11bd7134d63009b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7129.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7130.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a592066951609992c77b843a567ae4193159eac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7130.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7131.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..541d3f2625bba945ee06878ed2453efc8af8e3f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7131.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7132.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0981eca4d77e9547b5c49fc5ce2f2c98a91235c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7132.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7133.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1373feb59a0d89f9c83d322286968db020c783 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7133.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7134.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d09c33fcd32296812d1f5fd8a6a2bacba2456ef4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7134.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7135.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef7f53bdea7f4a497f39cbf260240c0304c29de6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7135.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7136.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f58c72fa301cfc04c9306b3bb1a017af0f907439 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7136.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7137.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdf618477ee65740990ca026b8719bf01939958d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7137.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7138.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1c694fd021ce2eedd23a1c65ecba466a30e6418 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7138.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7139.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d4508b95f4d04150bc706906a8fd4adf8a5f63a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7139.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7140.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..734b1e0c638b2b43e2e9950060577ae69506cae6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7140.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7141.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cab54f6d82778f4a7188a149f3bae05e182cc79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7141.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7142.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb40f530a14730fd18b7e4f5b90fdf183df32ce1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7142.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7143.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfd1dacce214e20c0ad0cfef550aa4b747d7a0ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7143.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7144.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce86bec0de1af6e7bc904a976d6f36c263f2fe57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7144.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7145.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb9540ed9b03b355786e98b8a496ca3fcf1e144a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7145.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7146.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39c6ad1121f9edf9b91cf7c51aae13919ef9c4ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7146.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7147.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f2308945afda1da0b987f0c19ba48dc20c04855 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7147.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7148.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f75800cf9e5eb2b25852ee69464d7c739ead8b70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7148.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7149.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08dc770cc404b0e59fed62ab68e258cfc9d2b8f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7149.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7150.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e95dd16b62c08ba6c65ac38d535b0c543b89dd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7150.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7151.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d259903cec3249259ec1d17771b2647d4a264211 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7151.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7152.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..340c4a964ab0086377f1e5d4c790a45e1dd58618 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7152.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7153.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c53aabd525c5f7bd36821eaaf17be68f38263d7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7153.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7154.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cb4116affac18188c1a1c9e32cd896cb0afebff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7154.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7155.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f1ee7da0221d477f9c30aa80ffcf1829993d81b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7155.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7156.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99534373c9b5f19df2e4d63a17587aa699fda5ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7156.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7157.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ac4bf43c96e4672ce72d32ecb71bfc949290318 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7157.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7158.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca9656c20a6365de230dfe60e3e533566e10f5dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7158.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7159.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b275d467f2c528859812679e38004739fdedb43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7159.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7160.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d906679a305bd50d070b84c54d07bed316c1e0ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7160.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7161.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f61210fd7524cae6282d1625e6680f638c6b45b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7161.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7162.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41c034e017e15b0106a30d7692d2d58115781b12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7162.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7163.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..819da636846c6083290f7b488822d085625deab1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7163.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7164.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..479886b0961fc38e0782cf511dd5c6301de1bdfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7164.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7165.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51f077c015fe2fd18bb43571bb95f382693f4307 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7165.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7166.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..931f6eff49706e448393944012c1a38d02760867 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7166.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7167.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19bc090ce066151a1a473d85f921181d67bc3fc9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7167.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7168.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02311a97ad139a681cbb506f7ff4745ed6f3ff0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7168.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7169.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf349ed0f17724e13a97f3d7b4a69b5e0f8f5956 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7169.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7170.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef48cf76c5ea2badc115d7c4bacf3acb0e4f5ff3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7170.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7171.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ae0839634c0ca4ebb448ab25120a076447757c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7171.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7172.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..851258aefb57f3f92903259be5668013bb47617e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7172.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7173.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cff37a399dce4eb3c3cc74550c84ee49f5308a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7173.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7174.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..454c4d6580763f81cc5ad14fcd158fe9b15a2a8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7174.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7175.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ac4eab1c97b076e1e67095a7b090644cbb2d0d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7175.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7176.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17a1f66aa852a8ec9f9575490af0381ae28aab16 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7176.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7177.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c27f2d72b6156cc1af94d0765f3c9aa0da0404e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7177.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7178.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd9f42570730a323845477bba9fd4bec9c11401a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7178.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7179.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8ab84048425a97e915e484be8bff7810525b7c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7179.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7180.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff459343a233ac1b0c9c2f430616cf7d05e925c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7180.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7181.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..698defdb417002c9e45e0b0ff7769f8610dd16d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7181.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7182.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b67e34d5190636d32ea383420546b12cbb36df7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7182.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7183.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a26905c0925430ca47dc4498bf3e0276ec9bfe7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7183.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7184.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9f36f1fcd58300c62790a8163afeb33b1d8c46d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7184.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7185.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82f998b8af7ee0968ce6e4e810028454502ad23f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7185.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7186.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92df55c553bc66a8f2d3005136eb95f9323cb3fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7186.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7187.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..132137847f376ae1c996482e6a723ccb71a321a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7187.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7188.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54193567ce3f38eae53f54ea80e51f3b49352bda Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7188.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7189.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dafd688e9a5ad28217d0c1a7c8018ad34cae0149 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7189.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7190.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feead64f67d56efd91debb779a7afed94274b569 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7190.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7191.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee6042df1033688115bde6a57d3c58bbcbecb1d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7191.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7192.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e1947bde14f83550e0e170985a31583c6ff841 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7192.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7193.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44365227fe408b34a8e6d78f02db7234d894037d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7193.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7194.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87aeea65b899d22eeb96fa91bab26f45b8d0684b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7194.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7195.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5508d35983667414a2035f3ef162c47d37057b47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7195.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7196.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f39a1c67b7c745782ff2e1a7cba0987776e0fb9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7196.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7197.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c07ddf880ccc753fc297cd786fc0e7eb29687b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7197.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7198.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e71a827b0507c91a2ff557b7441b16abf405c1fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7198.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7199.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0752c8ee094e8b0b79a55f3d99be5e390cbad92f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7199.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7200.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..113d2d0f0b6be01dba49902a822dcaa41fe9a762 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7200.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7201.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59f38a3a1daf8fcc828207b909fc19f4f66e4845 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7201.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7202.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bfc8cd50498d08745b17a2c9e8cf23ce0e786b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7202.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7203.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cf0147654c06e834cc8dfe4d3dc2cd111a4fbb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7203.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7204.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4593f956825fc46674866ee6b9a533ca82eafda Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7204.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7205.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09b5978cd11270d5610fecf4508cba01308c5339 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7205.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7206.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5445faa60294e066dcc7e0ee616b7c1850908de0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7206.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7207.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c5fb028cf530f6485f5802f30f3bc94db79e364 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7207.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7208.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10dc3db096c2ed500be79c6516d8771a6d9e3b0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7208.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7209.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca546f68da307aaf673758e2cfd8c4416b232268 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7209.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7210.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f259e8c8ec5c191f1423a5a37e01b2d6cadab1ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7210.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7211.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d0a6ef4caedf6dfd32bf0cdcc8e08760da286b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7211.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7212.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d69e09abc3c53d71a6a688b2a5295d52f5c9a520 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7212.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7213.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a6ff4028f729a49cbe17ce694bc5904263fc490 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7213.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7214.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0edb8f1657dea6687d707eb8b5f36309120780cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7214.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7215.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af4fda65662845ed0e43692dbc021c3ad0d73dd6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7215.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7216.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4758fce01881cde4af277d6bc685873169feaa8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7216.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7217.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b83916e093af87ede77edca1c4b9309b94e1b52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7217.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7218.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..378137bf5174b2e79d6c8be9640f9a567fabd0f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7218.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7219.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d99d7ae15949202061f5bf3fccbe46f08633677c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7219.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7220.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7dc56dd4e64622e60d95b3c2234791c7e76cec0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7220.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7221.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b0a3870acbc798b4f2e912f799cea32f1e0b6ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7221.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7222.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbc5a005283f20cb9abf4a95b1ef71834cac0fe5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7222.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7223.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0f07011f0de81093e1b5cd38131fe5599325fc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7223.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7224.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ca6628618f9b1a701db7ffa188831aab837a450 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7224.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7225.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12dc4a4f05de92ddcf14d83715c2804dba1fcdcc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7225.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7226.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26450f0ce37d271b10b93616c0d087f1c195de97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7226.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7227.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31386f35cd4bf71720a9b4cbf672d27dd46c2461 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7227.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7228.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b891a99d17a5a57f83532ec3f6146ad08dea5071 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7228.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7229.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac0966343e9debf53ad5751b1f5cf9b9df46df51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7229.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7230.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71e64438de47cdeedd65196b72447a4d0136c668 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7230.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7231.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f89d0e47924d4f6fa6b4c0efc188fde35c9c863 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7231.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7232.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7653faf506625158f62b138eb536f6261d3f088b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7232.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7233.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70d2a2050183efdae232b248ea0eaac83970b813 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7233.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7234.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7320cd946e57c85d7cf4ece0128df826375a4305 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7234.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7235.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b94cb0043569f1d1cc68979807f75ecf2f5b6d24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7235.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7236.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dcbe18a0132638d5fb5d78b5fc95fb1240f146d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7236.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7237.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1eeddb8191ef30c8e42ffef865a6ed87230617ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7237.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7238.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c0e57535f7022c333ef9696ac46ed691d9894c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7238.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7239.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91c30b351465bb6942795b6eb9a89fff30644bec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7239.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7240.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dde6d98e253670bbe400d690502993dc467ac1c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7240.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7241.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7536133d784a2d73995c198cfc92c1c012d9d0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7241.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7242.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d34b4f71f34819dc6733c50dcd31cb9f6e8ab26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7242.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7243.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0d97660686d42ec3d2004665377b8ef47cb1780 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7243.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7244.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e4e85dc644a4b461672914489a73411b77fb891 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7244.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7245.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f51b9c35ebbb5411260cd6fc74fd4962639cc170 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7245.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7246.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..017f9e70d968e816f81fbf9d6507e479de530447 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7246.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7247.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c0355bbe242c7cea43f8bfdc230b6154f86536e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7247.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7248.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..437b22faeb2255a6352baec529a43cdd6f3985bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7248.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7249.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c974e61e9a8bc03bac0041c645e75e82d61d737 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7249.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7250.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..172a5ada2457dfc4af6815473def1d353a2319e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7250.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7251.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c96eb1703439ab9bb4383df58ef11a6b34ef9ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7251.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7252.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32583c052d0e31a7e94f6c77bfea7105b0b85a78 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7252.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7253.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30e4cc2102f84fbe0ffb5532619c60a68f112c3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7253.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7254.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b9495c447bc76797e06a5e6ebcdf0edcd1bab85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7254.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7255.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb8bef96d711d84bdffb938bf6955c09183994fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7255.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7256.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c944a9090c2745247eaaae56a8ffca224bc95894 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7256.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7257.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b42363a2e3ef0a829f169eb34bf1e986d9f222a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7257.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7258.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c70077742cb61d0d9ef9300cd46ab11c0d0e98f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7258.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7259.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3ff3da204d4ea0157bea40e7e4a7263b0d38adb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7259.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7260.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe6fcec3903de24f6e83d1d7d66f14e601614be3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7260.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7261.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97f4a93d021d94a5fefe647ca6d9baa82f2722ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7261.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7262.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75d299bf1aa373a3b357048fc5562f66c226f005 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7262.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7263.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..136001bfadb057218ae90425b1313ee4e475ca8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7263.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7264.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..260a67074c709335ab168627badce620a8bb331a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7264.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7265.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8d34b2824e87ac3e775bdbc974fae3007bddd6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7265.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7266.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb8a809bc51028870d9161abfde80efe010bf37a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7266.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7267.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf92530f9cf0a5f7979c0eb5314fd06c68f9002e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7267.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7268.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0368296fd2fb67fc565145c485a780184e45420 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7268.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7269.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c671ed3ec0dd71e779c0356a89fb73edd2b6596 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7269.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7270.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1798eaab9769e40e728f184265933b1682d5f1eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7270.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7271.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cfd5ecb8e0ad8c44020834764cc1c7446abda48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7271.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7272.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..788dd642061b0383e1f99984aff7d9cde365ab52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7272.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7273.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b6d7543c40b61ce9e239b8c1a1b30f5c0955cd4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7273.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7274.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae13f78e3041cd0b8832226fd3c8e255d7d71131 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7274.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7275.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe167cc340274c6a37893aee9af186ef2d3d6b36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7275.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7276.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38eb2fb057880fcf4fab7a7b3a249b0cd55ecaec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7276.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7277.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb22f3fc65e3aa81bf44360140bc94ef4fcb856c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7277.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7278.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47d9005517c5a361737d3efc52a9de85612ace90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7278.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7279.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb1c6c5d5a13db6a35f039bc29a66ac2158b76c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7279.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7280.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54c94edfabfd31f06283a7ac3b492be142e10d92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7280.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7281.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a4635df96e59045536b2fae72ee0b1c77e1494b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7281.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7282.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0dd2f38cc1618f0a3ba162f48611d8b6b8283b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7282.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7283.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24e6c4d3c82556c75138b62c7af6825c87102bc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7283.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7284.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f570fd279da6ceffd1981a83139009158b0be24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7284.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7285.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f7169ff394714ac001e0c9fe1bf96c67c0d2682 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7285.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7286.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9451f9bf4d72db1d84ebbafcd7e4cd8d82af4b57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7286.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7287.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..519179a4acf1cfc3bd5c9418c316ad2ea0534e94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7287.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7288.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..377a475237ac7360e19013f41b8b0200cedc7ad3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7288.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7289.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15f4e3e653289ce36b733ba72c96dfa49e251543 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7289.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7290.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1544e3f0d4b9b96866ed90ab79cbb2570387bfda Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7290.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7291.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3adc136ec14b87a73a382bc7b5247a8634f75115 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7291.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7292.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5cce95d4b3ff8b9d32e93347c962319343359d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7292.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7293.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..245c1d0785afc9f3b4864e73a31dd3396d78899b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7293.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7294.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ba1e8027ae1a640457a3e6d7929f2f9b4904727 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7294.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7295.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25ad7a29b52f87f75be222a760de7a6b63c9e967 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7295.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7296.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96cfc2850e212bad180950c9a97ebcc691b844de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7296.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7297.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0a874722a838dc2355320c06c4740d05ccf10d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7297.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7298.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c1d61bc816b056b653c5272f04df006ee733e2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7298.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7299.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46d8e0734b19ef0a31a8b8231e95fd1077f607ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7299.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7300.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ed6ae4cc6e0fb934e27ace1e86ccdba4b2041c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7300.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7301.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02801e1f477c69e7430d0fd46f42c9ce55e0ba2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7301.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7302.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f54c60ca76bd6bd5cc0ea2de77b1153c1ed15255 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7302.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7303.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..238402f594742443aa8ea243a806a3dfac9e6c4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7303.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7304.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..605b98633cbb01d9144a929ec5e3e68f27d430bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7304.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7305.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7ada91a34e34fd39a89fa0c3e538f7fd59f9092 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7305.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7306.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f5d5590787dc70317208deb5a850cceb2e4a644 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7306.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7307.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4b85e52183bb2159f50619f64af43304198ba0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7307.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7308.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9119287475bdbcc58a3ef3234f8f0c4762bf5bf7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7308.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7309.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28d855cc7fec06016908e7993be608bda76e742a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7309.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7310.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40f517644f0d0c1c823496c27f4f907970610c53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7310.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7311.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1fa935667e7a3d56ee394375f639e656a776226 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7311.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7312.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af241fd53da2000112d46c83fdcce8a4d4e28ecf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7312.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7313.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94b7eabc881067fe4654d9417cf5efa69b55591f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7313.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7314.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3095a2089e96e7fb58ec445c23b42c1fb94d1805 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7314.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7315.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7855639ee38b8c90a12411856803b31327a43bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7315.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7316.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..555a8b3d8e53f92945e252eb4c02104d8287ca12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7316.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7317.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f07394459b960124110bce24aaa5370cb9cde30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7317.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7318.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e4548f73abb7f02ce87afbeaaae026dc6aa37c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7318.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7319.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abd380e6305d059d9bf22c11d77328d4b95ecebf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7319.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7320.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8a004dfb61f5474c1f1e6b9ad92c0805d61ba3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7320.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7321.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e59d5976ae2f88c16e1aa41d638b05ac13f95db5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7321.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7322.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0917ef4c704ad6a71acdd5eb74a84862bee36d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7322.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7323.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d8f77eaf9fef4ed5a26c22273780349dc516073 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7323.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7324.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a72e6bd420f06f7a7b3e597569b9026e75ba3b9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7324.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7325.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afa71b0a62658027023c9e0964fcde14e54ad93b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7325.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7326.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f27e1b28bdc98addd4769d15d751aaa1bc8b3e5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7326.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7327.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79fb12e97fc00ac5caa3588199f2d7a7517228dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7327.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7328.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14fd2d88d759167559fa4396fc5a6c9bbbe3709e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7328.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7329.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..645a58c7b4a43cfc5056713a31edab607ae89218 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7329.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7330.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96ec906136aef02fe8b712326a942ff636dff43e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7330.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7331.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3aee70cd9e4e05b02269350c669471d7da7b5ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7331.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7332.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9ddf5895959ee2e6f0442198213ae1dcde94c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7332.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7333.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65f170f6ece6bfcf27d39c911ca2fe9b801d85a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7333.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7334.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dd25a8319e39ccf89e3e6998afdeddaa23bfff9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7334.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7335.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f866561b92dfc63b0c32fd8938bc48aedf583b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7335.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7336.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..399f629a451d72fe393a92b251044893d79be2a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7336.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7337.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f550045b9435f2c14038eb091e38b87f5233c67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7337.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7338.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e91a9506b0beb7ec863fc7f6ec83fd4eaf6210 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7338.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7339.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24b0258783386b7dd82e2bb1b8f828f7aa44de80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7339.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7340.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9d62feadfcc0f937d63e33d1e4af3f402b7e7d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7340.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7341.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..928f8d27577217ced896744a33cdf4f97e2b08b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7341.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7342.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e020e0f5d3791c05c900eaa67d73388ba859dacb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7342.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7343.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddc053618259e753854c5aa693255002f978897d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7343.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7344.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54def8b62ececb1c399866cf04adb5854c8aa5c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7344.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7345.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..009cb82626d6e127121deab82d05fb42e3b201fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7345.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7346.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a4dd59e38a63cc56dc6ab14a2cfa5117bd25c22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7346.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7347.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af2b3658edd0c61a9d40e61a112232ba73b83d92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7347.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7348.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bef1d7369f5c01662cf89feb892fbfbbbe5157f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7348.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7349.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd6ad7c25c12d5baf9ccdc6f2014372e65c83195 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7349.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7350.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2ef3ebd2bceda86cc4d51ab48d51a79602d0f9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7350.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7351.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..235ab36311fc2edb714f346711a39a5a43db0500 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7351.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7352.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42f55a563c48e0cdb1eea7d1e8765372af4e1620 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7352.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7353.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..becada65af46e7183c7c5af68f9e37acfa6049f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7353.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7354.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd3895788daf3547e8ed5c45ca9b39d686acf145 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7354.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7355.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d08fdca7c3bfa823c958451106d2ebc5e036c35c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7355.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7356.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3051073ecdd649c4dc8788ed4c579d9e445e9889 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7356.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7357.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1314395d4100a165b60ef7a26a66d7cacbfffb92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7357.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7358.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5af2d7082e3efbb9a7c897c77fff7f7f8d0da53d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7358.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7359.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37c22a0fdf9c1d6a77a328fcf3db19c3ee3ef84c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7359.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7360.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3e2560e1fc8a97d2bdc0c4def343ba262067c25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7360.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7361.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be2498fd22e541e3bfa1cf4259f5d8a2dabf7713 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7361.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7362.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9abc5ed275cf10671ba7437a72f92db54a6da53a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7362.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7363.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b155fd0761ad7ce0621f0d65f298a3e160c1248 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7363.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7364.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb71cfdd33d89a5d3555b7d6abcef35810678263 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7364.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7365.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..808708cf5672275f78812ea62314ab523edee04f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7365.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7366.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9913f62b51393aec1efa05741275ce11d522730a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7366.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7367.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43d9cee12fbb013ea6185beeac2da83b0081d639 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7367.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7368.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fea43d6b9c740c5d29523b381b9a6514888e19f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7368.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7369.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e503e24ae3f8e04e071077c3e2a8716a092d3105 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7369.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7370.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ba4bc12da491718e3cc3c35d9f5a1d6e9f4d703 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7370.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7371.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e51971d6c25a4c9e5ee940f4d356d1dab798d88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7371.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7372.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94f51f362d9476406e17bd88ac279aa73b35ce10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7372.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7373.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..077641bc8add70c4c185f5739451bdb7aeb51bfe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7373.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7374.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf457105716ae69f0f8b274e96c8cf039d09fefb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7374.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7375.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afc6b1c6ebc0843eb96df3ee228e1162b1ba7c53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7375.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7376.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a402239c9312296b3aad14a5de839ed26aac24d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7376.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7377.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36715f7d292ec8cc56b23dc86f70ce28abb0dd5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7377.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7378.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8896bd8d8e364e08584cd40b271ec0431a822a56 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7378.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7379.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5609f74303b0007322e0a04a750beb16ab58c6d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7379.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7380.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbb29ba10d22e01eb823bcf0c5b76b5bf20d7a53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7380.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7381.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e1e455aec59ca339a7d5e7def20b35531b4af1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7381.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7382.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..752d98be86c817368f24a0a51739adace66c3c9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7382.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7383.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c2a913033199cb1e94f46c3d83b8a5a2b739a88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7383.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7384.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecd9db56a1cc19d96faa5be223a283c0d738cb84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7384.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7385.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf23ccdf41781f5c987e4b89ba8af6a7b1b3ab25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7385.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7386.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..169c37f750c645bcd810c775c8d5400d9ffcf2f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7386.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7387.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..987ea6a5ef0518fa38a9e07e8477b956adbba881 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7387.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7388.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33ccf2ae3cda7f69d9d47913d0c00453b3a2dc36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7388.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7389.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582d38e1a2957850fd5fc5d277a256aa3e8cdb3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7389.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7390.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40888d61079dfb8b63167815e9b02bfa54f898e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7390.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7391.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..781ed9b0f633efec03ef917760905de8c7df025c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7391.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7392.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9c90ed5af4ab86a3f5470c7922fce71420ec497 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7392.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7393.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e8efd332d15b3e08ff0918cceafdf276cff07f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7393.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7394.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e88d571de53d4d8648ff37276f15c0ff21558662 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7394.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7395.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8383728da8e626030fa74c694d92602c499a8f7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7395.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7396.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e570dc2cee678a815e0ace95275dffab36cc77af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7396.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7397.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a1f49644e83d5c80b241624c47c78c92db1db3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7397.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7398.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..544059dfb05777634d4b5cfa13c6f489f45872f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7398.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7399.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13e26b72f71423f547ab4a87c5764a5146b498bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7399.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7400.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58f55fdb7c60e10919bf9f2287ba91358953bdfa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7400.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7401.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b4ae92dd52ef950e41f14e1e70f451205b82540 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7401.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7402.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b27240e32fe182897ab33af43b7a6c17d9e89876 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7402.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7403.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e48ebfcca324fc29f6057d09332d86fa48f277 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7403.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7404.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..637db1a71ef7c4667900e5a9171e3431187e8988 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7404.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7405.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92b5be0cb9ad446e4ce94e0c90527dcec29e79b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7405.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7406.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e92977074f99a8b453120e7ff2398612a2791674 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7406.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7407.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e7f8cbb52635e291effd50a5616a00ab47a9fda Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7407.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7408.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..074ed617adb818a5070c179566f1bd191e33daae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7408.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7409.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90366b174e8c5c97c52534ccf3a860a705000058 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7409.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7410.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca8a8d90049117d87967e644952ca7356821af90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7410.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7411.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d8e3a6d2bdf04e26710e3147db7be7c2468a6d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7411.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7412.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d5d4b585b7f8cec233916a30f34daf1338617a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7412.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7413.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81ac515a67122e92e70fc6b8a99296e5197961f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7413.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7414.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd8ce7f4356ca5aea7d9f1c9f72daf78be39c4d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7414.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7415.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e349c5f0ac0eaee83a9cf3dcb9f1bbfa7df5e44c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7415.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7416.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd6c745db62c95e8fc7099cc524c59644828247d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7416.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7417.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f74dcb759b8f25095b78a7a04e2d23e3c093fbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7417.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7418.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e8d266c3390a5d0e3b40132aac852bb2f7e79ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7418.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7419.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68d2ffd4fea611b0fe0e32f2f75866fefe4a3a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7419.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7420.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b19bc03e277da555be17f03d216190401dd75c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7420.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7421.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e6eda959ea7f60fa41e1945819e8d5455e4b3e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7421.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7422.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3787f85f0bfc8ddd75cc6e34df314a0a88d7c0ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7422.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7423.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3147739a4516553fd9d49a6ff5c8dfe432363f98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7423.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7424.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..265cc717065069f68a5fc27c45b08fa29d38b215 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7424.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7425.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..578e9ab2295487db2ac87c4ba0030eaff88570ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7425.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7426.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26c13194afaeafbea7f2bfb21b7f7d2702b73512 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7426.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7427.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fbbb7409d386a71d4867ef76f86c1d72fdc26e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7427.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7428.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e33f3b6e3cd43bb78aa423bc75a5cd133d0e269 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7428.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7429.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aff171405bc73657087883cd4d97f2b9d40dbb52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7429.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7430.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a25ddac37e258973d2ec3370d2a3db8f94de048 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7430.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7431.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce828eba2d4007116ee4fc861f4545060ce8173b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7431.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7432.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de3c1eef1360628ce33e164402695d1a20c6c614 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7432.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7433.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d33bb50e5687e26d4c654b304722472655ee7b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7433.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7434.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..017aaed159d07972309db7520ac98c68bf142a85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7434.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7435.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ae1cf8dcce4bf41928807a23156fa066c71462e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7435.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7436.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b63ab68b30474b6d7375cb08cf0187965341079 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7436.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7437.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9bb0da9775ffe60d4659eaed35a8235a23470e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7437.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7438.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7d57a2e562fc8e6003d3e68f30a021ef8d2e3d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7438.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7439.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9babeb011c43cbcbdfe5c050c0e159ae4b893bfe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7439.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7440.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a7861e6adfd1fd740708354721f8405291a8a27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7440.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7441.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f54fc9ce98e3d42b3850faf64687a06e5a87f4d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7441.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7442.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2142fc87d16852843c6a70313b72c5c8b08bc93f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7442.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7443.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b030c865b87a8c3d4b9fa29a6fe141e51dc15086 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7443.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7444.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e809f26b88d3c572cd5334417fdf87bdc70c95de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7444.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7445.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..318ab0eb3b82692a7c356e12d992799ac3c52775 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7445.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7446.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..664bab696c60b5d1489e1a90bbe98202cad92ba6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7446.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7447.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7da5440a23eca136102c83a1326bbad5f46cd5ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7447.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7448.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..713aa0623291a77c4c3e28c4f88a2ab415644e07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7448.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7449.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efb717f5159bff28ff18c176fb039081b8e23761 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7449.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7450.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05b09dc27191870e99dd39a23f7455c89823b09f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7450.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7451.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a4a8a8661cdc6dc525e9033b8de43837bef84dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7451.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7452.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..746d06d90057fe9eb451ac64b287567204e3779e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7452.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7453.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c733138004136cbcb7b95baa5c96fb70bae16680 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7453.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7454.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5acfec52303cf3fa46e85995955a5a500a917d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7454.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7455.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..062f77492b4390ad7eae5d06cd8af2dd3ea2c2d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7455.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7456.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b26bf1ed783f30f1ba24f17e024d237869ff3511 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7456.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7457.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0947f61d14d0590eefa18f10d051801c683118a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7457.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7458.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bca962c441887d6f7ecd5eb48894ece733f8364d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7458.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7459.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e904d7b4a19a4cbd898243fd620c6e7f435e12b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7459.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7460.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..275f1af4a89ee3149736e8c5dcffb20ffb14c186 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7460.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7461.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7151320c24be92b61c1c2d5f95cc46571cfb694a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7461.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7462.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b10c5a5e27445b31cc8e7f188b62ea6ca90b5c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7462.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7463.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58d78e6f7555b4295ffe3268abec2a473ce69101 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7463.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7464.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81aeb0b840d74c208804d7a2054b48d02b5d6dc6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7464.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7465.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8784f94e237b963df130872f8ae19e72e4c9946 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7465.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7466.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8df6092a19b168ae7002af781784e44ce2cb2fb8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7466.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7467.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19175c72102534a7800d90140ef4de3420f70ab2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7467.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7468.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9787695aa75992b27606a5a43dff12289598e8db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7468.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7469.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36c621e1c54fe062133ed8ffaa4379bd7b80d4a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7469.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7470.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..948ae9ae6a673cdede9d78e2fa948d1195159d2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7470.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7471.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f93cc17987cd09ed94b5ce80ea0bb7904dc95bde Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7471.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7472.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a54675b33ccb481ec7e6fe7b2c9f74832a33fc69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7472.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7473.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e16d342e4095daf0e3e379edc01527c38482118 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7473.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7474.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64ca1dfb0a5b8251a5becf43db68e5eb153ebfc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7474.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7475.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e241ad2c0c7fbf76f0739c7ee2b4a5c80cd1383c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7475.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7476.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf00f899c2b7a219f3ce9459798487790cbb9a0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7476.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7477.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94ffd8f678593df3d1b50937d64b5f0a88b056e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7477.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7478.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4023fdd3599caa147e37771563c25cda0ff65597 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7478.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7479.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2101922ae90d580df86d0a022d2d9fe750b52df2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7479.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7480.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fe12092390f32743511243b7b52cb5d3dc1e5c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7480.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7481.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e8fc253b4a22cd580a212c352164049b7f8e67e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7481.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7482.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..597e5b38510bd4834438a0ca7ee5533d47577aab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7482.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7483.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87709e38d33634144deb2c50c1994967bdc2247b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7483.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7484.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..503ef0700e08f35f13ba89b7c6959bf0289ba4f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7484.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7485.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4780b37d83fb80a143ef93091d505c6921905d45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7485.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7486.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691431c40fac974dfd673807485302350554eda0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7486.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7487.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05d4ca86d8e323ae7c57670f93012b0577a929b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7487.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7488.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ade6a4e24233bcc9cfcdc142000034d838e247d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7488.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7489.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2c5e3e626f5490204bdf3960f395fb443596b4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7489.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7490.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d0f2df71aa294c63024e630d8417a000b70ca1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7490.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7491.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75abb70289b47a7dbf12760920945d1ce185745c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7491.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7492.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81cbe38ec2564adeaed36f5de757646a8c51518e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7492.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7493.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56d31595a9db2fb14d2d1bd3f6e155e2819bc7ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7493.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7494.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..988814865a2fa88bd5904ac9cd1d0ce3db8aa1c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7494.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7495.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..091b10303a424b2d4a899c60afc2193fefebbbf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7495.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7496.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0751c55008498ec2cdd9cf7b6ddd5bc102e0f5b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7496.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7497.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..758dacccdc482ddeca9533cdd4db3bf29bb7ee7a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7497.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7498.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d24d5dda9cd6a7e7bd407d2613a5ced6217d181c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7498.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7499.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a6e4300ad1bd1d1b3df663a432945400ada3e7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7499.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7500.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d3c07c6d75deb284bf63845dd53c3f735c0b97b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7500.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7501.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..536ebd7e6addee462ba8ae05a6daa99def4e657a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7501.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7502.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..179ac185e72a15d48ebf1d65ac003a2ca83e1a04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7502.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7503.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbdd8d7b2ca0714e83e4bf75b197712d4e8defbb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7503.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7504.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fef429374a57fc0daf6c2ab3f4518adc0f090898 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7504.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7505.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86749a6d49ff267f6b4427b8facd1addc55044ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7505.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7506.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..788f8d3aaace0ebcb71399b7b65c711faefc2b4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7506.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7507.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2b8fae14994cd55a5f6f067a17c13ad5f3b3e20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7507.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7508.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4363eaeb600e0db5bdba51f541c9589e56a26d19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7508.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7509.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3566677e572c5438b4dba4c7842253938ae5477c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7509.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7510.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1e4d30a5df3d81e2d073375316b3955c9b7ed3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7510.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7511.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df70c3bb175f55e08d0bc3df34af911b7d566b13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7511.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7512.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b179f4956108879980f81f2a4324d6da309ec370 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7512.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7513.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0007ca78283ddb740faf0e60a6a0be8d7bbcc9f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7513.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7514.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2837def2b947a70b6b54b15a8c8de25d3d07fce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7514.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7515.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d99e4fda1b276f5627e35e3083a1f74f0d44c8b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7515.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7516.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66d9d37d22aea06dfcfdc34a04b54fd655ed73b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7516.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7517.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b7c1921afec4fbcf0a54880589eba3209db943c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7517.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7518.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d708cfb2ec3b28e6de9668670c5c0f21f96911a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7518.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7519.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eb4a2997517c60de8fc53f64e230ae5b8d40362 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7519.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7520.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..453eae8e48d7adab1abc2dc20686a47c82ec4ff6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7520.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7521.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f63be2e90d06fa52fecfd0a4de2cfb9a8be2a4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7521.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7522.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50e658b0b22d5894741681e026caf5eb2e0492fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7522.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7523.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0e042f5b8b9ad4f6f4fb78c252589b359400424 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7523.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7524.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bafe4a6e08ff8b459e0a8bef7ba794ec88feb4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7524.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7525.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ce8215ddaebf503547271fc378a04c36f6bb715 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7525.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7526.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fb93d54663d3a0368efb0d6ee720d2ba3658275 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7526.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7527.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce949e5ffda5dca4a33d39af78156019b5215ce7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7527.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7528.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c778149509f484a508125e1c3e63dad57c7d505 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7528.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7529.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b845aa75fafd766d587255209398b30192e9df10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7529.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7530.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e607d76f819b6ed732a6bb5e12dfff7f92ddcd4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7530.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7531.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d732ca5d4046a58d5681c802c6d5c0ec43f9802 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7531.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7532.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..701ac5c5c57f5e5dfd81a8b5fa2baa98106e95d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7532.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7533.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d32ffb06acd27f7941c5224c464b2844ba7174a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7533.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7534.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4aea9f95cc3079c2a9d41f9210b3f4b48aa5a45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7534.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7535.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a4b2e6369fa9701e3690891e3bd9211571c8503 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7535.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7536.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..517741ddf1604056c3d744d845af95f532701f06 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7536.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7537.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3400ab74dbcba9892f1a493eab6b8110b1710b24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7537.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7538.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44ee5dcecc721524180cf7843232cc8b7764de4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7538.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7539.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f9792326889304b06945aab32a71e2dc3480cd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7539.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7540.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a8212939c7514987d1f06aae3076bbb810f0419 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7540.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7541.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20996553e8bed987ddc846d11ba0bbbeae62de93 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7541.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7542.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89722c97685d5a2b7bfb21b48b0b02bcce83bf80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7542.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7543.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bd92aecad56a3b2f268e1267469030bce4d98ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7543.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7544.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f31933ef80b797c3d1e4a921e2ade9b0459fd026 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7544.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7545.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9a26ce34c752a40e006c5a4945df4bcc23c638c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7545.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7546.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3802d1b1a7164aedf8abf28c220a4ed59b79f92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7546.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7547.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b42364eb59c946ac67c6502d5831887a4aba93f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7547.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7548.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e12e7bcc76020eaad0de224805ae63d727ff0247 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7548.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7549.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cee39d83e39c119b50fabfbe3260840823a5eec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7549.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7550.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04c873f83f12010876f6f8029fbc39d4471a4e52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7550.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7551.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5fa9503f740be89bdb2835303e76852b1fc5d24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7551.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7552.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f1c928a05180e4c582e8e8b439ab22838da4898 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7552.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7553.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1bd20bcc321cffff06ec4fd97c94e2a381a40b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7553.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7554.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fa996c0ed78af699d30cb64d60b5e9422917bc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7554.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7555.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546c1dce3484065dc8d5cc3a7069bd455f7e2259 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7555.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7556.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..418d2e9e644f61eb8e363546de622a52abe4fb5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7556.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7557.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..585f6a3a369c37f9e0aae6c024deb39b965cddf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7557.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7558.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce862ed0dc25ed010d4cc1d2f18fcc857ead3668 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7558.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7559.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d1fb035dc154038bcf5c6b9edfabe9e5feb6f35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7559.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7560.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32e67cc3c5564ca993d8a19fb91b444b881f5981 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7560.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7561.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81cfab4343cd3a3271eb43f7269c881937d98c8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7561.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7562.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b96a6deab42fad6745d8743f06d91a17c0f9dbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7562.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7563.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc9ef926104db6b01e58a5f50de5ddb0339e6cd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7563.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7564.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..364cadce1e789941809e0f0ca812014f9b8134d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7564.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7565.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..014c56bfab70029acc2d8e46e4a0e1121377347a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7565.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7566.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12fa8913b9fcd90795099d7ce62dae2897333725 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7566.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7567.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7fb8bd178f14cc8f69f987cacf656c6430e9ee0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7567.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7568.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adc0ab88bc8070e14500c2c8e5f64924a2909a5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7568.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7569.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23250e3083bb8fbc3d9d05945010f2300e4821d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7569.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7570.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3937b04d34c5818b23c44b355f8323c2904382c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7570.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7571.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c11498d65559c17e56ee81cd120e490db3201581 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7571.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7572.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc5f999317426750f1223716f30f0fcc7492acb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7572.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7573.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01b59adfcf07a388311016517b35f9becdec1f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7573.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7574.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d8d63613aee292568ae956fb572ccb9bb16f38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7574.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7575.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc4d893ad60d97e9e4835766c4cc88cfc47995fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7575.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7576.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb1732426d14bbf5a40430ce146c3655c895df22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7576.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7577.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e51a48654d84154009154f98478370f906e11280 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7577.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7578.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..711c43da42f87bd8a6b91782190c151e548fb112 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7578.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7579.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..994a6371e9bcfe21f381bc6ddfc7dd67a748beec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7579.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7580.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b959b97148299b7476a930b390c8d20fb569a303 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7580.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7581.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..022aacc10bad32d70ff4820cbdc8f48f40a9b1ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7581.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7582.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..783744b608778204dc431cce77b14b96146715ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7582.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7583.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bc69e7c8005fcaab304662c770904340b15991e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7583.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7584.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59abdcf9087f356d82fedd0246e8f4c01cccd047 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7584.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7585.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3153faa4a393a9cdb3128921420ef4b93b37539d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7585.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7586.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aea588553bc45c3d13a739db36195a8a6115e3b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7586.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7587.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fd48a8ea96f446734124b3ab1daf761fff317d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7587.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7588.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdf76e7c00bf880b0b612e267c80db6eb48461c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7588.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7589.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2edaaed9eebc889d9648128e1ac29d82c4891824 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7589.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7590.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a61c577bf5d90957885a9b1551ca8d2a289c014c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7590.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7591.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691e9841ee7dfcf5004ae4eec374d8fadcab5ff5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7591.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7592.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba0ba5d2149c0a938530403833813955c781e639 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7592.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7593.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef91f9e42f6fb428f3cbba0e1a89ec542c2bdad2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7593.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7594.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cced712028c2fd6f179bbd4dec8af93be02df9ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7594.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7595.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b95f83fd68892311459091f7b2e1bc0255e3adff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7595.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7596.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..247d6177b92e7c4921c5d7d39796071347839a3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7596.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7597.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c63fd0b6290053d3e17b97b1538b4d68931d6f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7597.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7598.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57bdaaba7d64849ea0d44201935097df81a2e737 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7598.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7599.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dc8fc80044966f13d3b213855458f28facc94da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7599.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7600.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..657cf700627536edaf0dd64d40b6f6b774b5427a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7600.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7601.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b8a08b420ce891dd6dc6755630fe7ad7e859ee8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7601.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7602.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad0ba2d03cacfd48fff96b280f60a05bd417a387 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7602.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7603.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46afa532c9706a4041d01147c7e2d4373de3e75a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7603.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7604.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a1d765451d8339aad0b21583e8a9ee094dd2fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7604.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7605.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..336a229625de64a0af94f0607d0ba812a7806bfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7605.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7606.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..837cbc5c70098508504d3a5196234616e51290a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7606.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7607.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf5f60fa5ae9f5bbf611408e8f99befbe0e0c8ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7607.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7608.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26e61ecce73591dd5328bca47a232a661d63804a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7608.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7609.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3734b25072609d8ee30d5e2e6c1881ca5692fec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7609.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7610.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c75e9457cf1143cd986218f75b15a1f50bf76cdf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7610.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7611.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65d72f14e539bae8419cb412338ad0638f7e4f0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7611.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7612.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc5a64340bb77fca9709b4351b494538c6bd50dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7612.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7613.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d097f4bd0f4f6ed9bfc24a45dcd27cb1e7029842 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7613.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7614.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0434af41c4de91fcb373370fff1e2c211d807da7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7614.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7615.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..194ddcbb8e409a754ce23dccaaea9088c61d72a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7615.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7616.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f31aa064bb53b27db75b5452d814c520c87e8222 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7616.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7617.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df9439571fdeac8589d3bdcbf1b879df9e4cf1f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7617.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7618.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae19940e2a82ddf2033fb605622ff6212ff327b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7618.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7619.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2fc11928ee439851772490e19ed53588b21e5ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7619.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7620.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bcc9148226e9c5ed0be8f143db136fa976fa924 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7620.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7621.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..257878d4a96907a14ca7727d44672340c2f4d021 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7621.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7622.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddf9d0088964065027caa029390f42d10acf214f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7622.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7623.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09dbfdd32043baa247e5b37c335b62e46efd4b52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7623.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7624.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecbde9427a6085b8b5bd7050a4abec13c5312e26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7624.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7625.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eb2ea68572f5e5e7855db11a2e3f12319c30385 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7625.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7626.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2326d3ffe12d6c9ddc5ebea452ebc1082d20b502 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7626.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7627.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b7fa4ed6436a2e0bd4cfc95b89173dc61d56b51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7627.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7628.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fb720ddd3e9bd55c3ec341d632bc819a2484820 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7628.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7629.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27c40eccaa45da0f70efaa62d473a69d5dd390ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7629.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7630.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..071950b7f49a8262d08cf2bd8822626e45574aa1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7630.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7631.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3bd3a34d2b25f2d036c631c045bebb39de5deb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7631.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7632.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b723ff51e7ef94d2c890520de462a01142bef00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7632.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7633.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28dca3f9945fb1aca982699520cd8b07a2402cad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7633.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7634.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..625023882d2d470e8b6f1874b5968cfa0195d5f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7634.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7635.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed12aea760a8bf267003550fbcf5d7847e213a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7635.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7636.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed38dd637e13b5fdf73c9de5b5b32289d59a93a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7636.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7637.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64b2f0fbdb19561a6a23ba77709e24b737091c82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7637.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7638.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56f947e8dac93f1cd206237755b0036234ccbe5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7638.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7639.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c711070a3b6bc53f4782847c9aeb4b7ce965fb14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7639.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7640.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b417a1e441e8ae85333c227d4c6b35c607ea9ab3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7640.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7641.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27302cfb0b8fcb08577487865531178779cbceb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7641.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7642.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5c8da60c8282896050449b28630f35a1c8bbb1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7642.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7643.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..179a9a71e3b490139f1611964d991767e25aaa08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7643.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7644.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..874bf32bbfdcd4396e4b44eca34fb3859ca606ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7644.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7645.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a1f57f6e255c7eab4d6886034a4d88bcae0b9ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7645.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7646.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c3a8b708e91b09956621dae89d36aa2f09c14dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7646.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7647.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e94da95b8a5daa0f165ece13a9478cef6a7a4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7647.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7648.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d738eebf5ca454240e875fc01b4c758668b1ce3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7648.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7649.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb2103f29202c05c66857d370ebf3864bd46589b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7649.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7650.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0465d8b2431e73d16e07e8ab04223509805908e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7650.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7651.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9985ac3d958ac9d13d17b89e522c2acfcb0a399 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7651.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7652.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc1a6cba76f33f176cb19296b4cfcfc40b0bc63a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7652.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7653.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf03e02faa1e4f75b0ef241597c8e9dc0eb96fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7653.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7654.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4205da97c3e212975f6f77b737adbecf5046a0ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7654.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7655.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9aab6e1d8082f40332c531755ded6f9c57cfc0a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7655.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7656.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afec78905c8705cdaa1673e4270f5ec4064decf7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7656.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7657.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3edb17851c54f79466a3fb0f24758a0a8cc402c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7657.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7658.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..482fffd6fb9eade539e8967031d74a34910001e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7658.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7659.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4839314b5b3344c7ba62585fecbeb47cc1c027e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7659.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7660.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c02b2962b42c8542ab13d8e52a48dabc6edbb51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7660.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7661.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b7b877cbaf2ef9a6b3f47c9740f941eecb28cf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7661.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7662.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f313a82814649adeff5aa97c35be78039f340c07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7662.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7663.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71728154a65a47ef66d4dabd4c3ce99741db9e46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7663.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7664.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..264f502676362ad55467fca91852a6e93a2d71e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7664.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7665.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17b08cfe55d0543f07a63981265d52f1895cc2de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7665.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7666.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..844c10c09ed15a8b83a3b452defc5c5d3f52e7d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7666.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7667.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc383a37bf2fa1657540d9c7252609a4064fae7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7667.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7668.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c74e4dc07b2f3584844e4322556bb8dedacb87ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7668.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7669.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9d1abfb3b05c3c7fe4f7c59d8dfc7b1ed5cfbb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7669.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7670.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e035c85db4d22278351ef5a9e92a1fb3b13321b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7670.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7671.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fba357e26ecc6b599aa45c456a1ce7bbad5b5bea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7671.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7672.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05508f195e05628fe661eece413eda82be97b0f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7672.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7673.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09658a5392132e9f5e627603632c498bc7b6fb23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7673.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7674.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..463ec6d5b1f34efcdc5fed044a05a9d2c0258adb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7674.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7675.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010e9dae7b6e69c3e81dfe913db3490f31726912 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7675.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7676.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b01b50c82a20be59b5fa9dc7d5473506647f09c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7676.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7677.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14b67a9406b9dd5f9c7b0abdab8a33fcbebafa29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7677.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7678.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64221fb748e74fb043190d56faade503a33043f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7678.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7679.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddcd5e1e53f084b9a484ebf8139a45867c1e2806 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7679.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7680.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0be84c535d747f52df4be70c2c311e22321a5a95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7680.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7681.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6898c90a43ed7e2a052c992bb251f516bf3dd771 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7681.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7682.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d416590522368409ee508d2609d04611fda5f16 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7682.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7683.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..518a13db3c1ed62dbb784c3b13cb05958deb00cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7683.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7684.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14a9e8c76700d46358114ac42100120c964d228a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7684.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7685.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b443eaf2009b765545d13168b9cea550ad58f0a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7685.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7686.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..241efef639d80e730ffb858344a823e38498a003 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7686.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7687.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71a7c84fd6ccee152b1819d72d710ad7e8d60c7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7687.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7688.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca5e726a1d58da794b38f86044dafba21e32084f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7688.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7689.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abe090e464364bec8d9336856ad0f3cc72a1a6fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7689.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7690.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89da8a754e4b3b6444ab3d769c0f796ee8a88b16 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7690.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7691.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1a272e29b295ad2957e42969d7eed417a352d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7691.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7692.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c9da1402b1889ba0b2e8d757c67ecaa2b73e5c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7692.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7693.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85f0501143243a9c9be374d4cfe022fa14f25982 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7693.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7694.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dcd48b443fa64b248cd0460e6fb0bad42f245f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7694.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7695.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3afe8ea45064da9f023d1a1e0eba2ea49dcdfa86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7695.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7696.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cb7474e6e980a0e90d8ab0b247147571d29fc99 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7696.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7697.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8944bd475a2419e7f4e1fc083218457c8680699c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7697.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7698.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ab5c022c0706882ec2e704683cb66ecf68469c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7698.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7699.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7de94743a606ea996e72683346fcc51958b933c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7699.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7700.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a07f388391c7d6dbd72b4ede21582564317df24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7700.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7701.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d78e030a3add7ac101588d172f3d43dc79ae152 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7701.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7702.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10b9f4244298327c962816130e4fa6f5ec897330 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7702.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7703.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1136477a9456d6b689a37f0487e61cb990c8115 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7703.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7704.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87d766fa8a68ca2907e4748259b11c4f3d85e175 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7704.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7705.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8463821bf47cc1b91776ca08ae0469b0655e2a0a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7705.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7706.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d9c951d0d93f04bb08b026356dc1ccaa08e40a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7706.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7707.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..400496e230e009c961cc4722ce18be3d289b5659 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7707.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7708.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..438a18b6b6eba2d95598b77677ced33e1ce03a2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7708.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7709.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4830302c48f937ae4642953b2d21882e32439f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7709.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7710.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5788236e09415e21c2eac03b411512ff92ef684c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7710.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7711.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..befe1948fb58838039bec227547018e7e0026f3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7711.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7712.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52104839268a6b6f0565930bc0c2016f14231c90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7712.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7713.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e85ab1f2d97d6b68350a68f2e04a517acb69b2be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7713.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7714.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1b014ccfe1c28b7ddef65a0530f8b63d099df4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7714.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7715.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a826836e108ac129e0316f2849584a2d5815db5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7715.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7716.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe6eaf2c3822801960adaa5fef31764216126b20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7716.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7717.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..469ac88d3c591e497a05452f93b38af88289098e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7717.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7718.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..215199fd6f1346ca00ab12dcf1f724323d7da3ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7718.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7719.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7b6751d157f4c050682f7cde497e999ea3d4699 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7719.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7720.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6081aa957315a4e8ec7bb9c2fe62d895520cb36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7720.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7721.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53444838e1ab1a26b5aa50884966a66ae290878f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7721.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7722.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9f6b017172a6978602e8860e1f64fbf373d9d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7722.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7723.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1fa34fa0457809b5bb5d4b933c4c99059245659 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7723.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7724.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04d8d936b23acfa364bcc42c4f391d58e86e1b7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7724.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7725.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..484c2385a92b451bc0f013f222fea65f0913a63d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7725.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7726.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08729b2ce8cc54b66c1dec9b9c94731c946272ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7726.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7727.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f024ede1fa62f904f38ef9a0fc484456c1367bf6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7727.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7728.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff349f0786124d0f5dfafde1e1780c1756e69b5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7728.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7729.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81c68cf7ae616a928f300982df5dbfed3865e3e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7729.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7730.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..081de272945a062497577762a1d2ed9cad6f5c17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7730.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7731.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b96a42fc58ea8c1cb4821a1040e8fe4db27aee7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7731.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7732.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30157ab47a1b09e06a53085f223c972b91e7cb59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7732.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7733.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24c302661eebcdeaae3b1d2fb22733f5c2829f76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7733.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7734.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd8fffbb5e15f9fc5ac8f4b1870a50b6972e2c48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7734.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7735.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1751bbd6d5430f31bab19d2f2380b19bd8b24df3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7735.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7736.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7604ca35a0d79a085be211ee3771923d9bee69f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7736.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7737.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8090ceea8cf1422bb9238c425b5315b51004d40f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7737.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7738.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e3df0822b81d127238e3714478cc2ed99b763d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7738.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7739.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbbdcad5b9fd9cd53304531e43bb3839f2f40155 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7739.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7740.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fbe4f0df10a4f27c1f6537cbe056a9120bc1299 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7740.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7741.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10fec5aefc6103820a40341cd59945496fd8433a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7741.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7742.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9c7ddebf95111e5bcc9d46b4042e41ea87e1d36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7742.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7743.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23393de77740920566d3f14896b23182754f538f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7743.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7744.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f85a21f124c9f5803e04f938f6f44c96f1a17c54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7744.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7745.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2b14a301f2bcaaa7da9f6ef5370f65bd32f1ca5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7745.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7746.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f28dab09ea2546025578a43ddddea94ebc773a74 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7746.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7747.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..003e0007596ec7232048441cace300f23516fec5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7747.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7748.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20684c37a113e108878e27cbf463722e33d23781 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7748.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7749.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e13182d3a0864c4f0d989db4d967be4f89a323c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7749.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7750.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77406cb18d1b184710c15d48dfa279c408f9207d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7750.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7751.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a0a22de43e9ffa660ce6a67edbd413510e713fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7751.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7752.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dfea1af8a8ccbb8ce5c1ddc58252d1b511fe264 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7752.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7753.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a419800e61e8d44efb445390596cadf0d0d80be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7753.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7754.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db82aa689d363bb78bac1cd6b575d8c7d2f2520b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7754.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7755.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d203d64af7142ffe553a3d39cb16b47539ec3dc6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7755.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7756.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..434d137bc79742bb5a0a3872079beb64e33cacc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7756.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7757.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa9de2af90d674220bc2281793f3bbff6f706b19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7757.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7758.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88a8966ed5da8f5603358f8a6da1400b32c204a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7758.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7759.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c519a2feed2716f78a9838963b179499673de221 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7759.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7760.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63ffd40bd524d6d0760db81132821b1a364f1ee6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7760.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7761.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae6fefe35e996393996be459ec3b3583763bea64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7761.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7762.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85e8fcf903a7fbdffea863fed06688a8a4b1dcdd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7762.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7763.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b90938e1dcf1118683daa39a83e033e4653f4b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7763.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7764.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f12062b984df7a5d3053980eca2a3e9df81040 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7764.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7765.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a691ac4964aca924d160a95a6e7900e045aac8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7765.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7766.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18bfa82ef6391e2943a7f880240815c044976d83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7766.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7767.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36f75b06038fda8ac00d8d9ad95cb2faa484041b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7767.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7768.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1144b1cef83170e6426113c03f2352147646d0f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7768.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7769.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..472b34878cb86e2822618cc5eb33ce3434710cc3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7769.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7770.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ce429e0f22d9afb9655db90ab0ffb9ed2b6c63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7770.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7771.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b56978e3a24acfd172318b195ec08446a551fc31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7771.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7772.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c99732b26c4a777f11bf60d8d53ed1c2716cc66c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7772.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7773.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41f612851f77836044bf674b6885cfb7806aeb8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7773.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7774.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c1eec60c86bc4c374c9d44c3965ba428b2efc28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7774.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7775.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1f5c8e38249bd92806ea18cfae23c238108c56c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7775.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7776.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85968db469556b7381df770ca141e56213f2c894 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7776.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7777.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f755f16fa76e05a7492fdcfc7d3ab11041aa6d77 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7777.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7778.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05861d4a2fa8fed1bf7421a0a5b0f4bd4e0d3096 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7778.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7779.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd157f41a4dcfcd2797318c8c2930ae35c64505a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7779.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7780.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9578bdbfa47ae117103e23294ebdaf60c8e50a39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7780.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7781.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a720fd52f2e97bc39bbc6d5c39d1bcdd0ee0b8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7781.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7782.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ffaff32e9c1a99d60fd5ccc6dbd43a66a910bc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7782.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7783.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..689fd06bf23f7e3dbec83c6ebd57f7af63f4ed53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7783.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7784.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dedd7aacd28db2425fdf9809c3ba6d11d9328fd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7784.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7785.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35bf67fe682d400bbdefa388ccb32e68e184150d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7785.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7786.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eea7b9b37ef2cb17e8bcf4b8fa82b20420a8b699 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7786.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7787.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8da71a94b82617fb90fa2e44a113957fba64f23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7787.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7788.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84a4421e3bc58a941d9f27ed9aa0015c544bab0c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7788.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7789.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35bf6c6557c152b8f247226bf0bc8c29293130e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7789.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7790.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c21c61f550d6e410ff0dc1d09309ebfe43f2ab8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7790.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7791.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d61daf5fd275e30c88ac8bee455fae266ee1bec9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7791.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7792.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40c229955744be389db95c60fa82e07f34d66e2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7792.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7793.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bb01968e3d76035d3cd964e1ba0bb923c8445ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7793.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7794.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a268e57020df60273dbb4beacb133dc9170d702 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7794.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7795.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f513c120d1df2321c7a8176807da2fccb8757fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7795.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7796.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3565d894cea5658a8678270b67e52222218571bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7796.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7797.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b98db9672d7682f6c1a6de395a9eb31a591f858 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7797.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7798.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8c8edec9c1ab0c7f680c29e0fec364e6a86233a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7798.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7799.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..197321704e437ead2dddd8053c18adc9621f085f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7799.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7800.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e59d224d95c5dfe005495ea875091e829397e617 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7800.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7801.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e85b5a5a87dae85e4b3b7454539f3c15ca4e877 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7801.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7802.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91c3b6e33bceedbe08abbee37515f500f600dbe2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7802.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7803.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3a2f482bbf1afa2cc18331cd6eb85f78ff158c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7803.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7804.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9975e85628874aac4b9e42962dbc3dda92381f2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7804.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7805.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66bcdea06e5c690fcf5220949203fd11d7d9648e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7805.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7806.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94bcd0cf846dded50ef7a0ed90c2804c940a6af5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7806.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7807.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b77f8507110291f42a4be48929e139d62e4485d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7807.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7808.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..827fece7cbf2b0ea3cc9a85bae93f0502a1b2fb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7808.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7809.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd1883bcf68e2f692937242a7722eab0b1f8d70f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7809.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7810.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f56f5486c1bfae334115d35685fc31a48625ca38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7810.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7811.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cc4f384270e05d5ffba6f03e694472f98a04948 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7811.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7812.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc30a9fa93edde4e67e32ad626ff138f75961a9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7812.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7813.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c9218ee22defbb9ba2f8aa99e93bde225bb222e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7813.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7814.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9636eae2793c3cbca190ce13ef6746a3780f66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7814.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7815.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6e10c8f4dec2930a6f22bd4aad0c110632187aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7815.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7816.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..278b52c1b4733bb35cb4406fc8afa9e2a2ec47f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7816.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7817.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e82f0c2dea377f11369b57cb77a9922c8e04e9d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7817.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7818.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ff0a69bad280040941a8687e051a4e99693065d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7818.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7819.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbaf826a1a24b94c1cae70be3f75465d9117e74b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7819.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7820.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b61d0626b304e3017bc52621197a24d70c06e57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7820.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7821.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6554afd8aedca7b1b1290dd9753239f555cf9db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7821.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7822.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c87d8acb5b533ccbc72192728c4f7415564f9537 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7822.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7823.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c03abd64201be20e87d0c4a43cc7cb0c6869979a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7823.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7824.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b41c825ee8cb5fa3adc8839f2bb1c4cd7ab899b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7824.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7825.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19b17935458e9534d1688ba9c77ff8651855de8f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7825.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7826.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce237e822df0187955de8c88e2a9ed9dab839712 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7826.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7827.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c12bdf0c100e9bd5c7975cf09e9e9ac64384d7bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7827.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7828.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccaacff64684349d90a205e6843b48f1939d19db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7828.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7829.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98b9cd6d716ea49b3c0f0c08f62111c758c1644d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7829.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7830.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd8859815c2242508e760becd7058ad0ca5100ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7830.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7831.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc14c26efea74874684e38fc4e9f57324c6e6c47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7831.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7832.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929701746f12d72ad6a619a017b3a17d0dd87d64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7832.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7833.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb49c60a916013f022bff6f4b7e2e31c3dd35896 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7833.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7834.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..627bdd37aa69bcadbbf6271255bb5a6f3d8329b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7834.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7835.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add9c2381fb1f2dc8c952e4458e4129fa4a283bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7835.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7836.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3af4e89e776ffd7adcc6913dc4f2971cc3935298 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7836.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7837.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..941827c3d03963b8948c70e8797b46a938c11be2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7837.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7838.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bce1e2ed08764bf30752474bb251196d750d46af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7838.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7839.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65d504c2dd77224c29b49f6a6a18869bf61a497a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7839.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7840.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d2059b4806b8f8d3848c70aa619d5272dc03443 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7840.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7841.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6675a7f4016bacf4eee7f017618944459ea2c85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7841.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7842.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad2442a6f07502724ca8846d941dba9a1c90cb39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7842.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7843.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42fe17d53d605dd588107b43c06345886e93991 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7843.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7844.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..412e7d4d5a17fa331c996f2570bc85cca0e8f615 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7844.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7845.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b623c942929e8b93a6e4b185c12630fcb3c58f07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7845.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7846.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..549dbb73eaec779b60324be00890771ea6eedc32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7846.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7847.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3969345319531432b400480f5a45206e595016d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7847.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7848.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89c708f452808929d495714358b67e538027c69d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7848.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7849.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..968e0a0c95954970c1e09803e4bfe8b05f05b86c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7849.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7850.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5570e6bbdeda7b58ba7db3ec0389d21f9d4d2da3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7850.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7851.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaaf02bbc8fb14001b3bcaf3c2f6f1a6a3d4181c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7851.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7852.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f0de64cfec53f2abcb8d408320db3e40560ba1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7852.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7853.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cbf0ebe9cdb61a11bb07918ca64c5ae52788530 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7853.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7854.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af3c40714b9cac356f65e9f95cc329e1e84a183b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7854.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7855.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eb2f476882a3acafb1d64bd9b3824ce96f7a995 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7855.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7856.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8ef72d7802afcec58d8757494f9691fe91fa56f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7856.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7857.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca32e141fd6194dd7c35c9440613e59f735f2f25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7857.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7858.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e950862409a6b5ed14be82e282da4beac3f6b0f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7858.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7859.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b8cd013b7d586ef46c7f824fa2ed859c5a691c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7859.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7860.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7de93ca8b4feb665c234f9cd727b6c00665ad814 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7860.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7861.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa3f345d52eda7daee4a71456aba089473f9df5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7861.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7862.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cb409e652abcb9dd51b27c2697c04300b24f814 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7862.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7863.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aefe311f3d16d8f4eeaea608c72e3555234c4cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7863.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7864.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bff7aa2d5f92d4bfb6b03af23297d3b9c5c9fce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7864.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7865.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a84cce4ea8ab20cb00e8896aaa6269cdba6ff492 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7865.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7866.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9898a7ebe44e4ecfcf6253f63b693874b525a102 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7866.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7867.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7539c936b8b00fe8233b244c99c166aa2010a8cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7867.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7868.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..924d54ec21cc5ee45f42683b327779bae99759e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7868.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7869.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2f5d295d9ddc56bf82d4dce40532f840ff42eb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7869.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7870.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7754a14df84d55439f1cd7149a958bdc916ec58a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7870.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7871.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ac990377176819d27d0101532217698a9406995 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7871.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7872.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28f38dfc4f5c1fff05ac997cb1d0566e340a12d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7872.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7873.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f19777c933665c8e7749305e0a579a2b02d1d72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7873.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7874.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebfab6495d8a648abd6c895359b26cbdfc96cf90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7874.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7875.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec5b741771468b107489fc84a3e01240abdf5511 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7875.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7876.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84a2364224d41d45369d4b8e73827206d727b804 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7876.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7877.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6fb2950f7863e2902e5fd1acf2a392e04280cec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7877.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7878.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2802f146bb258cfdc9c4779c3dc274372d17189c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7878.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7879.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ee344a7ff2765d65cf245919b21ed9a045dfaf2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7879.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7880.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8deb8c9fe6289a99113707a072f9e076eecaa3af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7880.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7881.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2a34f40bb92a55ef6b9ff0160859feb571cb79f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7881.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7882.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d260af47a279903b458424e036dfb3a19597ff67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7882.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7883.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96b98d7f18ff49d93ec06ab2fadd874a6ddc2902 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7883.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7884.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc3e6d85a5a9a84672c68ffbaabe20197c076b62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7884.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7885.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77977918f951706ad99c87842dfe2d7b3aaeb554 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7885.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7886.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5743bf9f94a6b945dec6fc62e7279089626abf4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7886.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7887.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2af2ffd8f03ba8d4517deb4c909b5b73691d9074 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7887.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7888.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1053fca9495fd66ba84f355f1e78ad38c9ceb151 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7888.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7889.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06e3da5cbdb06136b8fa6c6aec85728ed6ee2649 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7889.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7890.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f14c0416eaa84bffc9da6c482eb06230b0a8f90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7890.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7891.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80d04f885f2ca7807f8c78dcaec93bf9562721dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7891.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7892.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26c24d567c13f79dd65396bf7fceb937570fc860 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7892.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7893.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24fc8eca6f5bba130fc11ecaee720a9aeffb2292 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7893.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7894.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e01524d3f83d703d15ce92be06e54bb1ff7791d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7894.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7895.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26da31725d456ce981e66d46e4973d07ce4f5556 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7895.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7896.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8024e57ab2ada2059b7688cf7fb55713eec9c42d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7896.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7897.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5cb91c320ea94fe02fc7c48f11a17d83b971be9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7897.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7898.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f90f0b8d58bbff6b9d61b8888ea519bef9699828 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7898.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7899.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dce56e409248b313916147339967b423f17dc12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7899.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7900.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2887d4656c3b917f436c8ee9e4968217eacacab6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7900.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7901.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3235187f1c7e3712099e7436a0d35d640081542 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7901.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7902.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2bfb7371ab4700006bd0175aae5df303678ee75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7902.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7903.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38316b7c06ef8adbb99d7fa5ab41644455e5abb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7903.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7904.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cf81ec8cc1087c7a58353579de38061f61f071d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7904.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7905.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85fe358ac6dd7e6fe20410a4adab5356e456cc86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7905.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7906.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3857896a126c316b18565d2dde77916081adb57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7906.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7907.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afbd186256210bdde7aff394dc9bb201b0f383f6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7907.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7908.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5ccd27c7b1bce0394e380d95098a9839d65d94c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7908.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7909.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2dec08f7f4eb36582d8684403c02ed1bb834268 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7909.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7910.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41ab677f0e4473604d169de5d333b0f6a04bb9f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7910.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7911.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5917d50a8633ba2c37b5b8154ddf5e5e8c5aa177 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7911.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7912.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5204faa2deddce22f7469bc9517d18fe5ee1e526 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7912.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7913.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79add76f99fc6812d82df72af30b705c377fd043 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7913.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7914.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91299c0eac66f18218c636b97149c1d8039909ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7914.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7915.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da74391118fadea5e1ec07d2cb6086ef7d2afbbf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7915.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7916.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..698b2cdd2cb70ce7bc32a62fa0d48656ac163f6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7916.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7917.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef8cf3a3466340f3aeb925f723573fb56c28d55a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7917.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7918.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82556ef4fbee67f9dc033554ce25565a9667bdfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7918.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7919.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84121e9c8ecdb31e2ec9648defaffae6b62a5b8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7919.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7920.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15fb5c378d87a2c1bb9ebb48d2eb6d4cbb4da2ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7920.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7921.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8c83a6349b9fb50c234de1574f806a117329546 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7921.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7922.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f29b0f8164fce9091855b7c61cb95403bacf1e5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7922.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7923.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8034872b0815fa513b7be32a840f7736e06873fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7923.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7924.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b0a899b6cefa9187b83b019b341f38e530c5e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7924.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7925.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19576abd91820a3041cab5045b3e5235fa9d8bb0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7925.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7926.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c99a965ac7014ee6b1a286b89dc054437c1ea368 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7926.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7927.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbb231a2e6e45e9ead7d934d62e67682709b8a6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7927.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7928.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2bdcd1cf3b1ed511e66515e695ba5f0ceda7359 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7928.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7929.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d417bf6736578d836026b22a67aec9d706b917c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7929.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7930.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c74b1d87c1facaf1933eaf9f2212ba79081c421 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7930.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7931.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89b0cb22cc242f6dc280e468aff7514e0d984c10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7931.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7932.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ab454fb612f86d96092717b82130c267309b7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7932.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7933.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5793745dbf269a51d4f1a4dba3411c946ac41cd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7933.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7934.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..812148b9a78fdb31fb9f667a34f6a7c5ca86a164 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7934.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7935.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b10987b504fa95671c46616ff56d6aee148458c9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7935.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7936.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06f79e27a6c59612b4b91afd00746ee545e6b12f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7936.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7937.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582a2da65ce9f2881c3c32866b2cb0cf790f24b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7937.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7938.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32ec04a94e7f9c055190ba01eb10e013b4ba2517 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7938.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7939.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75b0c6fc1cc5da3cf206187401595b17225b2b1d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7939.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7940.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42f651bd0136890fd69c729fa42d59d63cee1983 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7940.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7941.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3e235269d644840f739ae943f7384b400d31439 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7941.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7942.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5d47c1b3e556000bee7d1c571cdb38b96197373 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7942.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7943.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d5b404b7012bc9458acb50d7060113770f6770b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7943.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7944.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62f53e7240fb164f2b93cebf41998746f1105e17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7944.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7945.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df34fed0c9f89a5038f660bdc46c1ddfb10b48c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7945.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7946.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8b06c2183fd669e4cc44b5bdd94ab7ee37ade96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7946.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7947.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a8980345bd6ca2a22c5175580105105a009697e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7947.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7948.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db5a1ee7f19c71d815407cdcdde48340e58f5f3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7948.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7949.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1db102e277c99fdcc5de937ab6a9eda25c398e3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7949.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7950.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a1eee1d2e61003565b88df1902a45c23617a83d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7950.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7951.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58e9ee99aa4d59ea9e3484aae6513829af5ab3ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7951.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7952.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1077fdbaf5908080c02befefdf04b86e678fb75e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7952.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7953.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63f8451c4375911f3a6ec59cf6ffae768ffa1b36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7953.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7954.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d43eb6c1c3228ac7f2eac6de1658f1da8a3d9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7954.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7955.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d84767ccff53801d58e7dd834158071761ae43ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7955.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7956.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80a14995724e6a81f7444b72bfd2e16fc578f8b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7956.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7957.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0cbc22b6ed19063e1d1421cef6b64f7ef09cdf7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7957.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7958.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b09234ab7e65ff5a45f859171381c446738e1423 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7958.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7959.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d41e8e15a484802addeeca5c64b70c4eac7997fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7959.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7960.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c063344d1205702b41ad243f1a1737a010bd7a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7960.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7961.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c36b086eed8f49b763f277e26dce385fdfd099ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7961.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7962.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c417fd6912afa16f9c097db8c0a7869e184007c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7962.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7963.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f356310993ab90fd4801ab0856264d63553528f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7963.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7964.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b4581771d10cfc487f784e86f5d15ddaac7488 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7964.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7965.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69f66b2b07ff2bbd659d2b7c837a4298fddb88d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7965.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7966.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21d2eadea4230a4db2f8009fec00226fc38949fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7966.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7967.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33f84ce6430fe36544e9b8d1bccfe4b9f3502729 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7967.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7968.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33b719d20e552b4ffe43e595f0a94cb8ccba2c9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7968.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7969.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b635f087af4053152cc5b838036c57646e9ad50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7969.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7970.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08663985e1a410a7847852356c626f4f51b77173 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7970.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7971.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6350c5bf5492e5b4685d215ffb617d9292d62482 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7971.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7972.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c8f8c8a3c23c250c34ff238314aef92cc33d26c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7972.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7973.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995986e53cfc219066060a2561ceb5d4b33544c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7973.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7974.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c269a5dbbdfe1a6cb5c0cf6b72f01831020d155 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7974.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7975.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbfea914641f5d5577e4248c51389259654f5121 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7975.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7976.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad99ca58a0a146ddbfccaeb7532925537a25cc4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7976.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7977.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..371ed106c77c5e0d1bddb199597ffaf50f9f4101 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7977.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7978.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03e6cc7cb134cf86cc97f7c66127dc4a4ec287c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7978.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7979.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..349faeabb0064fc646f6e8ff60d5b4aea714cf8a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7979.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7980.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50955bda01c1fe1f82fdeab4cda9d3eac7c4bc9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7980.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7981.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089df159cbb804483dc324328a81a1d5c8da7cc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7981.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7982.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..655bf234159daa01a02802b63782e29d33c518dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7982.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7983.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ab80f57449f37e219cf5b0418e38fac8812f431 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7983.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7984.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d98069777df6931579b451ac80fe849c9b76bd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7984.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7985.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4965ba3a7dca32e80084c560d30d559569f35eef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7985.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7986.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41eeab5ecd753382bb7fef542063acd6b097bae8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7986.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7987.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edac1f36c4a60972fbc5abffe3a5612e43b52f85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7987.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7988.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bcf84210404ddbd9906f268a6487051a22bc710 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7988.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7989.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b36756a9220ca4c67ab7216278aee51b227b61e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7989.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7990.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2e83a3c349a5c480d1c39fb3e9f03d42e4dbdce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7990.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7991.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70704b6c52f2d84b64e35216faf53fab1fcb9b32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7991.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7992.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25b637f8ec3cfa45ed3781549d936998c24b073b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7992.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7993.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d376a7b35e571c52e049ab3c06b781430391fc6c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7993.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7994.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1631a2f8579cbc20b7fcce572dba86d37f71d6d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7994.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7995.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee6a209804182399bf440a1f9f0fcf3df8bcfb7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7995.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7996.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4d2e1c41ada7718ceaf91686a06b2edbe58ea05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7996.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7997.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4577b4378a7fd0da9fa79cdf26d31d6aadee1402 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7997.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7998.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31aea1ee1616cde846ad9eeb60a4498bf9014df4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7998.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_7999.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_7999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9675b021572cecd331b330ed5b33e663c194b6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_7999.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8000.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e7ec9e3d9b96312766eef326a1f6fe6da4e8ab0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8000.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8001.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6c0577a026fe7ae7d90f54f8adbf1dfaea8d0b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8001.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8002.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c9b5ecc48c2fd4ee9df790b77188b274958628d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8002.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8003.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..471fd475e68e6ece5e417d5f4bc3e5eee4ea3734 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8003.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8004.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a1365579c7cbe158e3339c7dceb9ade2b021d1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8004.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8005.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..692c7d9cc8d67d9e8ea9868b2b07f474c3b68801 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8005.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8006.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f934db03359a79d3bb87d8d1f66792c713ac6b45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8006.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8007.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c519c9464c4ea734ec4ea9c9756e1cc85210b875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8007.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8008.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c6977c070d9a4f32af86fa59c75d90c15e99a13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8008.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8009.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36694a1c08123cb51b8c4aea7ca4d0fc49b17eb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8009.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8010.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..715b3b58cd7bfacc418e7a3aff6ecc3db7c6e8f4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8010.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8011.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..568e5f8e9f42361128f941565f04f8096ff4f71c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8011.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8012.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb2929392429227c0ab47d7c8fd4a3063a44adbf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8012.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8013.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a9c017c31de2b06c89b0f09b9158a337ca43228 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8013.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8014.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd137de975bb66f53f34e1b9e6d1acd12fc4ea8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8014.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8015.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..963ad233e4f981b04a8608827d546322820ec881 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8015.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8016.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5da9dfe3d1868eae8f69790107b70f8ff1863325 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8016.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8017.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..989169a552b7ba81b6ccd0af624f093e350d58ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8017.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8018.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07591e6921d42f5eaf51ebc12905854cd9d14936 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8018.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8019.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177f9cb1c752f7e3485243c8f53b4c92638ac172 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8019.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8020.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5eb1f60561bce06c8019e7c3d8d45cbadd39006 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8020.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8021.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bafc1758f704bd1ec08e963e34fb2b01ab27ab1a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8021.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8022.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47a3cdf5f84747dea062af0bb70ce17e95e902fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8022.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8023.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5544630bfd0950c19605613d105ff1d4c16c129c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8023.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8024.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..390bbb1e0a48255f5c9fc020404c68ed3f8ec8e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8024.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8025.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a888f76db94cf01a2f277090ebb42ed084b91a58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8025.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8026.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a57f1edf776be80d009e0a5b6179857b657694ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8026.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8027.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f119fdb335c63cca515fb8ce0cd896308c42562a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8027.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8028.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de179b5c41806e512ab11403600e8591e50df635 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8028.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8029.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b49671186c39ac7484d0b70d873a0179ed10efe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8029.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8030.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..241b8f2780ccc975ee97aaf04a3925eb3aba8c4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8030.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8031.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f109bc1c71fe250ff257844e315c54243b1184 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8031.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8032.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8591f7d5c6793b29a80c8b832e7a6b9e0c7296c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8032.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8033.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..042af1b12d7d00dec0531ff67d178c7473bab973 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8033.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8034.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fa06c2dba6556a803531c51cfaef419269ef28f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8034.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8035.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..148f6860fdc5bde06c2e08e8add33a7387fac015 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8035.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8036.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5915718d2e18442bb6098faaf7dadd55426904a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8036.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8037.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba42e5710cc5ade20b7c008e2002f6a7de0ea3c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8037.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8038.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b5c7d4c9a930e0fc8a5aeab3df9d490478e249d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8038.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8039.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..121a2c961fd7ad730cd993956a8beb22d6d80b61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8039.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8040.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b44fc59dea64b43e5162db8d6bc38e59e85448a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8040.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8041.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3533949f401def827519d1b70f1d28e395ff8fc8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8041.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8042.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2fa0398a4c257b1161346ca3ee21f00dda6572f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8042.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8043.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f45a2e2f314c44f84ba47dd358da73ebef194380 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8043.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8044.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c835763066b284dc592708164e46f9706f1ce727 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8044.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8045.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59232af967c11b111d0ab09f225c25d8424be2bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8045.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8046.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47b5445d2e4514f495222b44da034d88603865ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8046.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8047.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44870604ab3592eba1d889ccf3b7520897e809c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8047.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8048.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0535a0d97a598665fc121410c36dd70abdad7045 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8048.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8049.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4d0aebb91258dab915918cf8155f89ba3d4c599 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8049.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8050.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65f1cff79e800936a32e0568847d57d4edb9c3f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8050.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8051.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5ea5f75412695936f707e6c4eb6a72316b8dd29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8051.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8052.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7c7b9c2762467cf93ab642bb60e298240ae4c03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8052.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8053.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82775075ae2c8bc82f171735557338506f640081 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8053.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8054.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6b9603d8b81761f7cee366f18313da31246bc5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8054.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8055.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdf9cab3877ac962baa76f51035b45d0d634a76f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8055.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8056.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f80531c19b60288d1d3efc00e31af221dfe6d97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8056.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8057.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdcf3d1c512d97cad761bcb086ee9d7852f81e88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8057.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8058.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb89ff8158478464bbe527232049b06d35ef98e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8058.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8059.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..752e83cd1ae1a2a74dd064fc9a47f0fb6d769c49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8059.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8060.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2622c3034a20aaa6698e86362e6435b3db585996 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8060.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8061.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94b0de0245250ef25431d0309ec539cdd70a9034 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8061.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8062.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e287e68f6add74a88b64ca6670d507b1a16df059 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8062.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8063.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5dd32a7c78fbf67ee788562f63628c555139f32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8063.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8064.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec4a4faf870b535643d3a4b7ef81e48abcf51524 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8064.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8065.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35bf6c6557c152b8f247226bf0bc8c29293130e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8065.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8066.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..273e3304b4799798cada29af291a3a69e8984dc6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8066.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8067.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f63df4095e0456161cfd95b0d97517040c94a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8067.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8068.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12fd76d9e20f314fa67603d12fda0997f60178f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8068.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8069.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79644534aea0015f2ca7e4ed6627e468e492df95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8069.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8070.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b5e140ce39c47a07b62772113e396a3f22c42bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8070.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8071.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fe8426b67c27cd6927a6a816b1d6a669f5a5766 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8071.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8072.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f313c2a2d87dc0523f041105e837913d6ad57b24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8072.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8073.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbf03500f5c9454109a1142aed1eecae17217a6f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8073.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8074.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84086b053113d60ed667d88fc5bcb13786fab0b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8074.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8075.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0d0cc0a6f43698e955ae03c7918dd5001ed89e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8075.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8076.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adca1f0f4a38b6cc408b99b3b1f97c222e25010b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8076.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8077.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d5a627c5a3f56769c61bf2c0f1fa8e9cd9a5ba3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8077.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8078.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da85bdeeb725e58870fccbb7e70b9af26dea9df9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8078.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8079.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8e030237cd14ec5c396b1939c89f7a970123df7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8079.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8080.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f1f08e9b5fdbaeed0f14594febef57c0748695f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8080.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8081.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75c4f4f326083e402fc1a1464d5c0dd6a90ffccc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8081.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8082.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb734bcd7b9946a397c86a33f84b39ca7f4388a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8082.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8083.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e969bc80838e73f19b97275d88cbd4cfc1c36e0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8083.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8084.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c182014b9c74c1354242d9b8fbe5abf312639d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8084.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8085.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..877574e1c17d87824cc110d0b8d1a9324f526ee1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8085.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8086.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d20ff89fb824d2939e4c8436d84132f435a82864 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8086.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8087.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55141907d659c9c5c9c721521ced45b8852e0fcc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8087.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8088.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9406419606c1f4b5b0568f5d06ea38117db102c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8088.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8089.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0a22d6bc67e6b38a530c8a8865a72c7368baa88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8089.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8090.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39f4291dde9591a92f8a80a54eea4d8d508c56db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8090.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8091.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..884da04d12fbf206cb9f0e2458114f480bcef228 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8091.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8092.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75b1c8cbf721d49878cdcfc11df9c44984f91347 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8092.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8093.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9182b7916489ad5d1f5c6e8484e7a847089c638e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8093.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8094.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24242c20b92517205e014600bfd2da9d03c711cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8094.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8095.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e09421df071a64d27b9ecdd16561550d4b91383d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8095.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8096.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cdf9594284ea6b8281a4f33db17b21705efc6b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8096.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8097.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15a9d01c7ddc18a846fcaa7ce847e3ee6f68c59b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8097.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8098.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f0ceca8e7506ec2cd378d838b7159cb7548245a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8098.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8099.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6689e9cb69b00f7873fdaf620fecf54ea5f86d9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8099.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8100.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3c842dd10aaeb7ae756aad7236a2916b2d54fa1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8100.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8101.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12e6d212b6699616e0b1cffe36e3ce71ba985b98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8101.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8102.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..342ad233df7180b01465e0e11cfe1113e2889060 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8102.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8103.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c975a28ba74d67d4d07961e04053ed4062c84630 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8103.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8104.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef0171ec43863a30bffd1901a53e2afba6a5d07d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8104.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8105.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ea2a4cd3d2f4ff832835b8e167e003483cf49c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8105.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8106.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d92713f1e4985c06a19f0dd0908106e04b1ab829 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8106.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8107.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582f35ea39a181a322c859ab312d6e39153176d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8107.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8108.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..246cee143ed59d5ae40fe0454c6ed2e2a149c142 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8108.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8109.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9d77c417a3d8e289f2a0a50cd6baf03211ffda0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8109.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8110.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c8a2185ccf77ef1772e25951122640b2855a95a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8110.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8111.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33da510824a867939ca9f508024f9909d4e357b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8111.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8112.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d21682dc4ca0d3b15b056791c855a26c1198b4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8112.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8113.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ad88d61a4af279f0d873d2976a74df411ae4148 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8113.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8114.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e6a7a2d9c3b1db924297ece6cd97a822b51e22a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8114.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8115.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b658c9a96bde5bf54aa89981ee11ecddfeaa236c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8115.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8116.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12006ef247bbe5a2bf5b2b59a3ef203c3a5a41ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8116.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8117.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9715f902c0ed42866ce50778e63c3ecc192cc1e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8117.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8118.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c37f7a0df3ac45cdea5c9c5546dae12409c6d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8118.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8119.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c6637fd976b7c8fce8a775f7d7bfd1e81e8652 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8119.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8120.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9bf47eea9729e1384c3d8ed8ee68c68c1b1c94f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8120.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8121.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed2ef8bf0a0c2d4a44a7e76b4514d4a5e3ef2e5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8121.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8122.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0939d4b71dfb2229efcf5970eec1975e4aa9875 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8122.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8123.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c5487c9e71974c84c3544614cd8e0a6a16cbb81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8123.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8124.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e275e76861e7b6b87428cd26dfc3388adb07c44b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8124.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8125.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..054c0aa50a082db55ca8cd631646dc024ad70053 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8125.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8126.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e00c058e02169cf910f2164927f9c8d01aa335 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8126.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8127.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf2d71518324a6ddb848795b12c46681d208ca23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8127.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8128.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9870f33c38073f4321bf76f1c67f882dfa4cb55d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8128.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8129.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af4d6170f0775c23c7c3bf39cff724b8af856c1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8129.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8130.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67869cddfd6cb333f033634f50a6c6eca5b247ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8130.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8131.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc02a3eb0fcb5cf36066366f437624d1d86bb8ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8131.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8132.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb42d95331be80e8fd512fd83ad2877bf0ffe4ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8132.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8133.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4da0811d28732870a8c2bfc9b0cebfc999c08408 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8133.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8134.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbec32105af92520ee8ad964ca033a2ea1f87f2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8134.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8135.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74eca53e1156a2288b3a2d4e2790eae582801a89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8135.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8136.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50eeb9838df64cb7285658c669c1c036abfbe565 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8136.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8137.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d0a49dcc206c85a9e6b76188afe1a933f5d8992 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8137.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8138.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250a9e139c432cb0c8b2d9dc83f4c4c2e9667a76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8138.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8139.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..231c9ce6d323b5f86b933d68fcbc75d81aa2e41b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8139.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8140.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae017d77fe23b9988e6bb17455e17e446fa474a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8140.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8141.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b73d845d660055fbcff09cbd4d6542838d76e75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8141.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8142.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7118c754a4aa7554968da59d9cde02cabf8bdd81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8142.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8143.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ffc955171920dc81444380b1fa2b580625b3f78 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8143.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8144.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..967d3be1556d97045c3a4a212b6a6236c5eeb43f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8144.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8145.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7e5a3408e7352071314fe861a6808a2f03b7439 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8145.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8146.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4700d0ced3f2f1b2ac6caba6cf3587e630b055a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8146.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8147.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79d8c0ce9defdd9a81a0bd9b6881c7bc0a3585c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8147.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8148.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fec483252824eff076d802ad4f5c5e216e4a5ea9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8148.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8149.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e51fb19d55d48f13e203a704c946ac503073ca71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8149.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8150.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..601de06f0cda8c213366b77efa1b40a01c855cb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8150.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8151.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2a7924896ab468322171ef0d718cac27cad20b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8151.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8152.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50854d0d3ad93b1e251cec9f8fb6ec258a855f71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8152.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8153.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7d6596dae165b6f0ca25252fd0a857ea9f99058 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8153.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8154.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e53ae0b710bd9e67892e4038debb4353f0107307 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8154.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8155.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44da67003559723a3cd6c08db508927e87e174f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8155.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8156.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d91be2082c34739e0edf7ce9e5b46b468b168794 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8156.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8157.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abb073df02de20804fc752bb5599c191637eab93 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8157.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8158.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62e8b77822b488ab5f99d26d575bd8820d17b715 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8158.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8159.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35be1faf911a9fd16677e24b7d01086b4a008697 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8159.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8160.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cc4e52f0c5c86f3693b4393ca136dc2bb90f1c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8160.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8161.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c456a3ced89be34d3d73689ac89e1416952ae582 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8161.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8162.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d60e1a567ff89cda533872cd39fd49049f502873 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8162.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8163.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da037856cc5a2e2bfd6fa539c67e68d9fde72102 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8163.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8164.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691b87482311586f2a90ba34af84d4400f486bd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8164.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8165.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fbb763e273d569a0eb609c7cd1ef18cd3b067a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8165.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8166.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7806c95c0ece8cb6c17b63f55b12b694b5a04f88 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8166.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8167.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d80f9423a3be41fa6014a2842ba1549eea418b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8167.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8168.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..327b0b68f0cb6fe8370c1cd5435960d07d804981 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8168.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8169.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e539dcaf33125b0d32815383612f08ab169248c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8169.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8170.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47b27aad1270ff0680e79ebd8b1c6057405506ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8170.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8171.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39aa47d9c7f0fe7c03f0251d9f1dd8ad7140c48e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8171.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8172.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7813d2f397f99e6356b7975172cf081dcf35b3d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8172.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8173.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd091d1f479b81d6ea13aa7c98670f9ddd1f9020 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8173.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8174.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f027ca6ef11f06b34587c81fa399d0bc7e9093b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8174.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8175.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80f65774911b55b272430282495caefa0366ed47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8175.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8176.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f499c35d49a2f82c1a372aa1a1b5f302bbbfc62 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8176.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8177.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5a09674a73bfa0f591c93ce3061645b885b9664 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8177.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8178.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c45376e78272a55ccc312e0c42a704397e51d7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8178.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8179.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afa219dc2f95bae2796b20ef41cbf2e3ee0d2cc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8179.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8180.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93b863275cc1d9fbc2cec2e6fa4ac06a8547a7d6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8180.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8181.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93016f06696638bd1ee41c61ad94edb152d65d43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8181.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8182.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8dcb702ea7654c74c5465ac171d5098ba52137e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8182.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8183.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ca4ed29c5bb9681ee42d97a8c61b795f86e3a9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8183.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8184.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1d5e8d6c9cd8dbe0f5bfe0af90e68468e6311d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8184.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8185.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee67400db0e06796fea4e7dbe99a7fcebea8a673 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8185.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8186.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59c22160e43edcc5e57f8c7baa70b0a9b5ac73a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8186.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8187.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..225f3bd5f3a1de010299389546d7c4385a19f3a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8187.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8188.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46726ed975b663bff5fbe3d3c3a4a017e49f6117 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8188.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8189.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25c162ceda269b7d6b2d6fb4276dc6eafcfb3345 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8189.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8190.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40b3ae21a9516555e34f3b62ce070979d98205aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8190.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8191.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470666902b0633c18a33acc2ea0311fe92aadea9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8191.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8192.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3640dde3dd3cab0984397574ce2ef95cbe288900 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8192.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8193.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10e877de473da56cffbac1e0a0af180035ae05fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8193.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8194.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ad88aee45a9e3dfb9c4d137cdfb01717e1d44dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8194.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8195.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5bfffb3fb280803977f1e92bbd6ca5c5d652283 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8195.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8196.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e137bdd31adf0156b8edf5881f3e15916b5af106 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8196.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8197.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25e2a6a778d9e62d70b81482fe19b93018a624c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8197.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8198.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ee018a3f9f61982a4476281eabde79b4773fceb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8198.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8199.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b0c00e7c19242e648ffa4d8d7072a245cd97096 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8199.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8200.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fd9c7455274c7746a1c8d5b74aa9979d419c848 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8200.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8201.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b02ee0da4a7eb73aa587fccfd31230350bc4d62d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8201.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8202.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d30860769fd6d8a7d471ae1ed4f22988af02946 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8202.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8203.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eced0e01a46462aee3698d1311905e9aeec4d3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8203.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8204.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db99f15e66920f16460f00f9173aae330c9bf7d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8204.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8205.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4641f5719244b2e8b319813accd0a5d10d719e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8205.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8206.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c49e852c97ab7503634e6bc745cb428c9447a914 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8206.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8207.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a6ed6869c75c983f173044ae5fec325dbfa6682 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8207.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8208.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e03c45f7bd63d4cd22d207defd7c23e744edbf2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8208.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8209.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e94ffdb9e5d083b7b16cfdb17a8ae7ce64370f57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8209.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8210.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5329ea25712d8bc255e1cb15a2b28c66955c470f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8210.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8211.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aa84b8a7f429c4af82998a5d6fb418ba1dcbd26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8211.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8212.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74b1717a6c48f4584e34357d687427ddd184fd6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8212.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8213.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78a0146cafd042be52c755f852c3c1f1e2994d9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8213.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8214.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c5fec1125f5d3693f2b8010aa3a1ce244ced2c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8214.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8215.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01ff96d89e4646c64597370d921361c9d2bc544 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8215.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8216.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12f7219a5cef672f610f850893cdca2198f3a6de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8216.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8217.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f1b9e768f6e2bae54923342b9ae157810710cb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8217.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8218.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df465da735255c25de45a5d85a640d2b29f3a51f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8218.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8219.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10c0bd54e63c55528ee14229ca9b6d7253d4a9ee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8219.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8220.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e291ffba2a5d213e37ffb456dd554e30db53ad03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8220.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8221.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eac89fa7774baa078f8b38f2a34e1b265ee022ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8221.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8222.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c02033f692da021d90e974146790bf9047aff6c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8222.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8223.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7331ed415ca921d1e002ca28082f28c3a232ad82 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8223.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8224.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4809794f29d12afdc06a7eb233328ea439c89154 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8224.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8225.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0efab21f6d31c4518388f0fc101879f462e498ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8225.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8226.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ee0f00ff54410b244a916ed6db8d2fcee263e69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8226.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8227.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6790328894992d47e210e3aed360e168b7fd37ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8227.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8228.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff47e56d7a8e20408bd3ce7645709d98ef3fd97d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8228.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8229.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..122b0006f5150e14b65e9f6998de911d6daa30b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8229.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8230.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ce8e7aed3a523ef9351257af624b425bb220617 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8230.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8231.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e424dbcbcd5f30c49f3e7c44621b6e38f0eec5b2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8231.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8232.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..029cc88e79e5d9ca80965bb2f300ecbd211b0c7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8232.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8233.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f81a723b5c8044371c77ffbdd9f75e95caa9693f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8233.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8234.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ad2b2dde519e96ad3ca1996e1b94d42ffaecd30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8234.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8235.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53d43ee86ca7885b68c4cb9b5efab6559d05fee5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8235.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8236.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56928ed0508437921f0e1ae336049162ab927405 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8236.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8237.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e310ffdfcdb3d540797032a6b0f2b9041ed4c4e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8237.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8238.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..621a6d5b7fcd233d68080f4a5bb3aa42e1217c3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8238.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8239.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97546c7d6594e6e081791a12069ccfe6ccf1a2ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8239.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8240.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..710cb8a79f275c6e870ff97d58c58445298dc928 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8240.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8241.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e354b447d36c10e4a9a9f40b5402ff4ab333c302 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8241.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8242.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b88420d9d7f6540ba59d294c49e78f4eb5f3b96 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8242.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8243.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dddbe1ded2e4477a7a24fe9a3e7df470e628338b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8243.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8244.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9100cdedfe9544b508747b73765ca1181bd2a511 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8244.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8245.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dc87e9b46be6d978ed92d842c7e0477ba23ad53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8245.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8246.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed1cb8d9c6705897f036145b2814fa825b3a9ec5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8246.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8247.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1e34416e3c15f252940e170ba58a78280b49378 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8247.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8248.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abb711d8136827266b36bb5d7c4607636c9ca894 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8248.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8249.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f89827eac141ec76a49341519ad1e63702f78503 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8249.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8250.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..749a69633afa0357750a58f6012c8ed641f1624e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8250.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8251.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6542547d9ba2f61c5461b0c70df8ae2f37ae2014 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8251.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8252.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6f0db01f6b1abe42e51fec67786f1f56bbc5944 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8252.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8253.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de057346857d20dc34bd08297038206b5e65b913 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8253.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8254.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52b2c216f58a3da82f87a4688c1e72bd96363984 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8254.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8255.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67523c9c91eec7bc75f9ca13a5822b6398529a00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8255.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8256.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bae4347192df31b596a5200c7f6e3abcb1b85b87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8256.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8257.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4e7fc50e56a295ad96bc4279899d304ee7dd5a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8257.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8258.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78411a60e069829d982fec78bca2bb0bdd396a3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8258.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8259.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ccb38d57e30e5ea1d895285659513eb76c4ea4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8259.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8260.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3289095692df39e940b4df473c0f927809d75683 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8260.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8261.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d100924222659fb92de5b55f4bb916be5757e47c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8261.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8262.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f6e1af6ab3f3c58c4df82ff2ca19f8a7db47851 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8262.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8263.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6919b34cd35ce9083f47556adba86b297b4b0571 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8263.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8264.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..239ba85032b17a8b298286eb2fe554806a560232 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8264.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8265.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7b42a2d08477ea1d684f92be6e0cb0716b3ef38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8265.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8266.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61ac75881bd1d59463a44feba9b134879b413749 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8266.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8267.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..348b7f8804a068f81f43a278ff05af07ff28bdc1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8267.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8268.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..400e22c5e3ce9e2004b060a4b8502f9c905f3d18 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8268.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8269.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cde9c25ef70333f588271f5ca2616f826be26be3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8269.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8270.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe7850b548173cdd44c469d0456a47113f37b4f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8270.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8271.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20cbdbc8522394dee39d1a09b427c19cf8e949e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8271.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8272.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0f78e7515b9a59140ada62e1f674c8c9ced87c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8272.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8273.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00b4ca334c8ad4dc0490f727dc4e9bbe25c6423e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8273.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8274.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8199bcb523117372b2f0ec6078b01bf098d807d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8274.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8275.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d59ff3e872d898595a4505f582353e4ec71e13c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8275.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8276.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470a0a9b7b05fe7472bc5701875b8af8525ede73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8276.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8277.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..404e90822db904a2e4368c10a5e09b3e35d4db31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8277.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8278.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57177036f6ae6e42427a972f3b1296258f77b18f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8278.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8279.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8556501c2b7547d775ee0e5bd349c6c56bc75a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8279.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8280.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f4ef3b990afe196bc54eec4e88db76293667a39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8280.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8281.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71f19a1011d74b4168fe2a875f8af27b4b89a069 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8281.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8282.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..526bb1e9328d7ff49af3434bb6ac33dc2afeabce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8282.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8283.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c969bd2d325dc53796ed7f7703fab73e16fb41b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8283.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8284.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..778a6348bf8b3b18ef5a8b7118b7b2b5fa414526 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8284.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8285.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f78fa1e5762770b62335523cb3ea3efb44ab04cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8285.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8286.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f27a6b2b64b09633d7570969327785f330d81fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8286.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8287.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..855c695c5b85abc9b62060b238a3b7543182699c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8287.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8288.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12c2f997c4e0a8bb84ff01aec865240855803b34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8288.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8289.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..135bba1683d2910232046f581ce5d5b223bec61d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8289.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8290.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5572a24af7b448eab0daabe69e844043dab1300 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8290.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8291.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22793df3869b0221f318b8b9a824afb60ad5e398 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8291.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8292.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..faf6ec89f8ff60b6b0137a4dcc21764d3b4453d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8292.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8293.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dcf131b79c671a4d053120c0183bbf63b7d5d78 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8293.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8294.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1478ccdef533ab194e16cc7b4873b147b9afa738 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8294.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8295.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb00365a83c0cf19ffeb37af724c9e1fe5fff3ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8295.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8296.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fc4f71f42d053414286d7c1bcb23fd6fbd343d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8296.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8297.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81e4cd46340df456646f33e6422dc6450156f21d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8297.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8298.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6756fe33f46ae5fe66a2c8bbdd0bac3b3eef6279 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8298.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8299.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b74d9f36abdeaf3c64b5df43db6cc51ab8fa90cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8299.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8300.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..669a526415048f67a0141bb4e0052cc240e91e1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8300.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8301.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a087596c3da27ae03aa50347e84984589e8a4fda Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8301.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8302.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6452a289937bcc28fd214174801cd227c4e38d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8302.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8303.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5bc163b2dc82a800dd3e1ef57fe1649d50e2bb2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8303.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8304.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95edf2457e516e31b8772236caa02b228301ef1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8304.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8305.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bb59c4da022023907182b0c9e7a75735d8e8296 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8305.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8306.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69b9a8b4e52768bca8afdeb8a59cdf301ec97bb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8306.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8307.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2294bac1ad2c6f58bbe120bfccb4ce41595240d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8307.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8308.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c15f2331f62849a9ab842bd39eb9394f41d481f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8308.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8309.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04221d3628f4347c3f77ad7d70d803760894506d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8309.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8310.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf60a5ecb64ab1db3d54e8a7f6003b73517efe3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8310.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8311.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df89771dfed30ff75cbe004386b112aa3026186d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8311.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8312.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bd8e0e132cf618923c42904713a8ea765624b48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8312.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8313.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10275ed11dc08e1e3ff2cdf2f2995052875384cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8313.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8314.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c76fda29554d576420ec2fe54eb96bd1926789a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8314.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8315.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dce9ba0d7b827cf55a2d2a05d668b25070c075b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8315.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8316.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7eb749cd5d987db4c0e7c502bafd4f8afedf2387 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8316.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8317.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b2c6f90e24870ad3f3efdb54f448e6fd00de280 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8317.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8318.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a419997c79f17a1661c2defe26d6d48f336e8588 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8318.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8319.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65ebdc452bafb181025e8781884f6661e61c457f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8319.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8320.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad51c215cc779bb863524f8714176429d3ce0992 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8320.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8321.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55515c1cf152be467d9f3647b9c6440638973914 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8321.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8322.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca0281f5107d4646daa9b2e7c68dac03a4841fd6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8322.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8323.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47eef5d29f3daa1a29cdb46334d435f44294213d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8323.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8324.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d0d02d4c65dc8ac415df59ec6897d48b0fee25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8324.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8325.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc174c0c5982e125440da12807c42628367ca30b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8325.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8326.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33073bd68ae40647ae9d1d57e62de05a617fde10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8326.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8327.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8e995ced9b0695f55d7bdbd6d7448963767e648 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8327.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8328.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de8e04756905e0a48c2bcacba2200e7d7c511dcb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8328.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8329.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0528a720583e6729c70714146ec8f0ef3e853f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8329.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8330.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f051c88a395a799e12953060e145404e282b206f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8330.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8331.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99a3d26ae8d96567806492a28b14a2df28e0b95e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8331.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8332.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d4390133be43864123816635424245468518025 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8332.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8333.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bd56d09b25d62b6f2a735a0f106a667e0367032 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8333.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8334.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f4dbc593d0e9354bb595af818a13dcc3a3a06d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8334.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8335.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb294904c1278a887c8dbbc9bd4a491f59f786f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8335.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8336.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39c58f87fc7ad4664a80e22b7a04031f23707afa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8336.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8337.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b486548481f1babcf6e6d257b078f807dee2b5a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8337.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8338.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..083585809687f3a890dfff5c3f46886218e2cc66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8338.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8339.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18cddd7c5ebbfd834433c12b420e7b0625600a7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8339.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8340.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d6fcfb54f314cf14882138f104969f61f5b911a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8340.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8341.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e375001706b79de7c90d76a27b8703a7c726a647 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8341.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8342.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..508a8593ea4ae73d662754cd015b9b19b2a261d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8342.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8343.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8258eb1167328aa7a35cae61eb191191f6a05fc8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8343.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8344.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d73c9e712fd1f27c397a789203965b34bf9b999e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8344.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8345.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a7375a89b492c328d90fde494f1b4c4d10cb5e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8345.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8346.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c44f83bc9088179da81de151551d7adcf4e45cc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8346.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8347.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01d50ce7b730cb400b1bff847d4931f00a591cfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8347.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8348.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21e058b07356b66e1c60ede1d8e430ce13b6ad67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8348.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8349.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9ddfddbe2e3b9ddf0eb4b5c8345d3ec926cbe35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8349.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8350.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86802fea9fac24fc63f1df6390b78d4353b08cd5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8350.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8351.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec0e0c1ddf87a69fcddde91a30b41be0f8eb797f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8351.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8352.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e856527e2d922c0252b8180cc352ccb05e3b6ac Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8352.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8353.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f294d59af31dbb8aeea14c1c93ebd909b9735086 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8353.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8354.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..393240d659b82566c131cea54cb6f53cef0a09cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8354.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8355.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38a054fa5d25a9d3446148527c581cd77cb516c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8355.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8356.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..401aae99a6161cb82d214b127094fe74832d8f26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8356.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8357.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f7342e9971981fcfad582387c5bc283e1ae0745 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8357.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8358.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f90a88d73aa0af26aacc7a00e20bccd015092fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8358.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8359.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b694d20d8f156e14e87ea034b589f59887eef9ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8359.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8360.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fd4113166f9419e45b7b6d75b950b33eff525fb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8360.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8361.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7f5a32529c38383d0398c9552f0040d987cc0b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8361.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8362.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..299a3db531d272c47d472dc33de6e33f7a93f135 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8362.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8363.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc775af3f44b6cc8a9bb047ab246fec018628b69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8363.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8364.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbd16e92f4a8ceec2b6d478adeaa2a16afff5c89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8364.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8365.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..189b3ec7766cfe577787eaade70831969e746ac1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8365.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8366.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1543c0e595575f7a3d733f8cbf8a652f5ff44591 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8366.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8367.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..592a2e811424997811fdb9b1800ce888e1c0352c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8367.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8368.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4949588511db5bb22aca4dfde66f4962e7249898 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8368.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8369.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cc8695ffb274b08504a9f00191ef48fef516791 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8369.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8370.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5df7e77115e40247237869575ad2fd359aa77f00 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8370.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8371.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a05301a234342bc0bf3fff3e39114e970c398411 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8371.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8372.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23e0a64b642203aa1c49df178ad2fda2726edfc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8372.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8373.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7392edfdf62efa2935a9939629f36cdcfa28e1fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8373.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8374.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1268c57e0b9c56defe53b247ee1f2641a3a68a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8374.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8375.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995e4c7ba5d40446deef01065df7f39c0bb6f773 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8375.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8376.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a459e16070f151fd4499043f55c56c58bd915cc6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8376.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8377.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0b6f05ddf45d250bebbf7e69c393910da6fe92c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8377.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8378.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac68173c0e9e827b4db9cae2f139a149dce27d7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8378.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8379.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69821f7590fdd6a2bc531a6428ccc09c74ab615f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8379.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8380.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6023f57ac85fdadaf1bdd465fcfa8c71d4816392 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8380.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8381.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f1002ee166c07bc2c7cf9b25951fbeed23976e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8381.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8382.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75808e3b4ae3e6ed22433b1c73a7a45135107b65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8382.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8383.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9865249c3cfe80768874248abff24504a0098b51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8383.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8384.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fde8cbc5fbf6641f6df5924e730b6ffd8d0fbf9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8384.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8385.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1391552efdff7abbf7434d561f3d58b188c1c4d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8385.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8386.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89af7ca0af082fb67aa025e975cd77d8c4a3c128 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8386.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8387.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d0b33e32fc25dd3cd49f3df5050f6fc32615016 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8387.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8388.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c05a0de15067a00226975d16b612687ee75ca2e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8388.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8389.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27fd1e1911dfa86607c87656c2c4c8978314f89b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8389.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8390.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c95ce8efa4f97233f635c37dd013ff624129b3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8390.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8391.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7793e99d13f973849de3aea61344df9676bf65be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8391.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8392.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4699af5ec78e9345c3923d97609c9290a1eb4815 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8392.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8393.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f03f76dac7cb7d31148b632b477486a97d68cd55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8393.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8394.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..578796b26b75aa75a4e013da7283f2581ecf9672 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8394.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8395.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..819a0bd489440593997d97fd2b198864cebf20d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8395.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8396.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c0b8189988a49c30f888699e3ff6234a157a49d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8396.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8397.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5e556bc3dcb45a41b4bf2186680f2707604ed06 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8397.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8398.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d5412b1a892ec11966e4ebbd351501ce97e940 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8398.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8399.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50e694b3aa67b86f4f0d4618bd0226555711200e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8399.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8400.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5ffc81f0c4e052dbd80936657a7c951d0310605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8400.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8401.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..984d78fb1a2a76b47c277b17cc00a2c4b563b310 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8401.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8402.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc79a21c2966a558b16acb5c022eb1751e14b48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8402.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8403.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36034690dffa7aa0bc53ff3b3ffa65cffffaedfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8403.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8404.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97598bc78a79e094918370665bb9166658bd5902 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8404.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8405.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd8cb3e60be47c07734e285f756aa67fef0e6d3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8405.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8406.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a87d8aa599dd81caf6289acdff8a90e04ba799b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8406.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8407.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..788da19a19501c9413d900ef9d4c3d86b99f20fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8407.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8408.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4119e3f68594c5acac1091f7eff15479ede6527 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8408.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8409.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c12dd4fa9ee214111996378e596145101f1a5673 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8409.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8410.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddae237c961ca033fa718c09a5f4f40204cd29d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8410.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8411.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8a3463c739f7bdda6ceb9f0df6d4cb99b16637a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8411.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8412.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94048396eb2edec34f6c398065a6741d340906b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8412.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8413.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5716d111ecb6e09b04b5a95e86cf72a1b319a6e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8413.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8414.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ecf894122db0a44d590a1be643aa81217b26a50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8414.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8415.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40da408771c2360cb2013e4f42b23b3179edd8ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8415.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8416.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88573eab86f00d5ee25a7aeed399538e5d4d70c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8416.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8417.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..051de1ea9d0dc50fa2ecdc40f8c33ff47b247394 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8417.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8418.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa96b7134fcbcfe74b358fe41f5c0d7d02235846 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8418.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8419.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de77812ec1e1d59ba030319ab253ba59f5d3ad22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8419.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8420.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5022f5d2c663a5250a4ef2c8f60a896e9c8e0be3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8420.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8421.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bd41fc3576268193257b9f646e41248f35b5837 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8421.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8422.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e892b6d0993b9104757ae9b7a5f34b5f4f024e91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8422.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8423.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9174ad460dda34e6e5054ac1623f6baf65483ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8423.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8424.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..311f294e9602ca712ebbd74bd60b8c67fb4ce1cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8424.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8425.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c097abdd69cc9c817d981b913321eb1b7671e14c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8425.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8426.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fb7b0439e1d68cf053abc3555391a7b56d85543 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8426.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8427.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ce91a83b7ac22e33d851f79179e7aa8377ec8b3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8427.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8428.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b922038e673eb020a8f288464a377333a571df53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8428.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8429.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07ccbd2048a467df89d7657aab43624395304ad2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8429.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8430.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e61d5adf344420d9cdfb391fd0bfa816f205a239 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8430.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8431.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57717cf8618e8df0192c0c400de51b6d3a37d362 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8431.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8432.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ad40dc2dc358f884dbc8b7240bce31680fd6193 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8432.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8433.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce68df1f3db00c3123b06296158336121c611d09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8433.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8434.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e594edbef7d5bec279bb5193eaaac7c4e32d283d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8434.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8435.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93c01f0989beff129c78109e7845dd14ecb89c94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8435.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8436.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6007dc4331f7a1804cb8ed6952cf701fbd3bc0da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8436.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8437.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73bea4feea4c2f106a62b4408a8d5ee6b1594aea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8437.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8438.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc6d908e21300ed9ca8ed1662ad938c8b193331 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8438.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8439.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..004a0731323a446165e9ea4965aaa925aaf5c7d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8439.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8440.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5c0e5070cc65d150ec6a882c6813a3bf02ac858 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8440.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8441.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df17c6c447f68a5c3307cbc53f55e6608af18ebd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8441.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8442.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4bafb37916e5246209f234e0babaf5fd0ec2a57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8442.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8443.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..994ce957189fd78fdf21759c335ac1f7a42f5ab5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8443.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8444.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a0141782a24ea1f30803d7b4227ba9c1f3a68af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8444.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8445.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89331dc4f21b42d670d051ca398b05c0b751f58e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8445.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8446.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed578a0dedd6218b3fb9c7d3c34d59e430ba08f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8446.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8447.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee6f7a3a38c5767eabe2dce6a51ce110963e6fb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8447.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8448.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca97b6ffc722a9e5d7037855d1a1d3d22a26d65e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8448.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8449.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d999681e5a8835d916196f76509cb2299e7d238e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8449.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8450.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c576eaf1867e460c3eeb4e8ac7953e180a70d2cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8450.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8451.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052cc0a5cae9102f512e972c6e0fb65ba5c45e3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8451.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8452.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87bafd4b9faa539059576bd5304cfb2d1f390270 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8452.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8453.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae746190fcbde1f73a42f159e4acdf9f171ec501 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8453.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8454.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac75a094a1736adc94d96593117fa52e85de2ef5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8454.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8455.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ee80a640d5eabcc84b786f16ecb63663875616a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8455.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8456.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b06dfd44afeb0a32f406b61afd932b5b13f25f5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8456.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8457.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..917f159c6ff80f4e48be3b9cff79bb14f081b705 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8457.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8458.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..168ebb0cc30059d08928934b09d7b8f1c5265169 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8458.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8459.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e812461faf04dfdd528c262be4fc53f921c52115 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8459.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8460.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a9dd6cb808603087b77fa39f142d235b1ce32e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8460.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8461.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fde707511cbd6bec6bcff401e7545233bb5888a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8461.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8462.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..047bcf67cfe237bf1459c54099293fd863425500 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8462.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8463.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c2ca917ddefe07bde9e9179834b3976cb715622 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8463.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8464.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ece00c0d71005a585f559773a30a9e601f3ad08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8464.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8465.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9721b74f474a2238d8e090f02154cdd5f98e98f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8465.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8466.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7a594c792346a34c3e73fa837ae623d610aab19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8466.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8467.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9ef9e7d071aeca8691813f9ca0f529842f0dd46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8467.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8468.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13e47096e055ac87d6d33d8bbca1644203bce2e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8468.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8469.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34acb043f8a779fd80c3d59dc7059d657d20fd31 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8469.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8470.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d0b2c047f6d260880e2c8ac04e48647f151c0c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8470.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8471.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfc3a85975b7282cde9bd7a88c80397f4277af07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8471.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8472.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fdc42759238e5d6ba6eef68f064b7ba41822ff7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8472.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8473.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..636d8364ce22c393ae118d182f27981a7dba38b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8473.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8474.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..923a19077e20c058e79d2b40735e43bf3f40561a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8474.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8475.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..491511c86db699d743219491fb35b059d109b106 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8475.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8476.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a25a142b949587b9cd71bf36ff26628f76d21b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8476.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8477.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdabfe86163c1345798ae9e873667e0f3b12b13f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8477.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8478.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af2f1bac0c1100405da1e14f759ca451b06b7b43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8478.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8479.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aee23fdd647619d537d7a5de239911cc7a78d2ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8479.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8480.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd45de838c4e7330787f6670d3b5d2aac765027c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8480.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8481.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d8595112b1de07a230c77ed8b9c7c9853e77a32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8481.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8482.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db13a9d88da2bc87d42413b0cd60f91cf595cb0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8482.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8483.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02ae015e13a82e2c5d967e6e206d9d844941935e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8483.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8484.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b0b11410413424485eaaf7efa94882573ba5dab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8484.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8485.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f9198b430afc1953163d886f1bddbf2f81f705c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8485.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8486.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34e5c0b4277e2c9dee1403a12d08e61e63bb99e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8486.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8487.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..866265416357089e902403c3e5d54d87516ab295 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8487.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8488.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4485184112feab0116c899425489d2243118f624 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8488.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8489.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c64cd2d5c1841101f5e3aab063c5e69f3326dde5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8489.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8490.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eb6d668e614038d8df256b2f4d910a89148c67f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8490.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8491.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b0f9f11fdef07d4ad0a58a8c6ce04322912411e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8491.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8492.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6955301f34c862a62ac58806ea432023c1b4e2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8492.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8493.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db39dd357386aad59dabca8cff21f5012b04b4ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8493.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8494.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8b26ea0000da821fc3a0951928abe615b2df7aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8494.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8495.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3819da233bad306496b1a1ed7647150473a203b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8495.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8496.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ac0e8f80eb0eed7baf015af0aef59d135d3bc9e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8496.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8497.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b3131c82cacb80508cd0e6883a12ea40d217baf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8497.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8498.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3df8f1e037dbd71701637f71123b0029e6f4e04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8498.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8499.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b81a1750cf76fdab70304314d7d5e63b745fbb5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8499.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8500.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44ff85b8d791df727d655d5aa6e14010b2b4a59d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8500.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8501.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc73ea628a868487230433b804be1715fb2b9e54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8501.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8502.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d51226bc0fae419a9b79a4155bca8a3af6687a06 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8502.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8503.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d5b42154d64d3c4f8f002f4f81a9619aa632755 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8503.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8504.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26d6b9ae94d92bbb91e4f993437094f6eacb0252 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8504.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8505.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8097f3a26ab6ef191c0d8a36ab60db68d03bbfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8505.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8506.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9741cde42aaa427b805ca150b2895ebe00a9c2ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8506.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8507.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab98540bbb3301b6d6e15e244cac8998015eae38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8507.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8508.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c02d0ec09ab39673d9e5bbd87b8b3c67c4092bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8508.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8509.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38b81f597b390862c6482c8c7617be73845ce32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8509.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8510.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a030b89824445b7d8709a73099f4c0c2f4ac23f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8510.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8511.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..620ff4834f6715bee6a90e9ba1103fdb19fcf092 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8511.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8512.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0953eec3cd2cc35fa7565110525d1fde6615f1d0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8512.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8513.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25c8a25487f91d6ec21485209ef3d361408e3131 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8513.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8514.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11d8a635c69de172cbaaaccbb0c18e9deb6733ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8514.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8515.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ab6be3eaaab4a54a5b5aba6b95e71161ee7c9f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8515.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8516.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..856a3f658f7f803a2f25410f6b6fe687d34a0744 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8516.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8517.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a76d2b214be7f5500722fc9116087caa712a1fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8517.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8518.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..112f9162d44cb13d7c664c0e5a9acdf8efa38174 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8518.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8519.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1813898ae00c1e0c665cf0c8ade116fd642f3293 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8519.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8520.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c853aa345e5a2d03085f8dccb5d85a53cb478a4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8520.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8521.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f62e9518b9dddf02e799fae19c53fddc2c16fba9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8521.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8522.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bc1a2d0eb0e602e91e3f29b308cef18637bac20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8522.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8523.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3075ce01986844f07ad509b473cf2827974a6c84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8523.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8524.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f88901f486c858e7dc0682b4afc6724b6a383fe0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8524.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8525.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2eca8535a3edf191712b52a2931081da8b4f3ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8525.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8526.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ad8ff558a35f10ea6a0f7b19b00db46d3729c45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8526.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8527.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..521303b4883fdea977ef74ad6ea9368f517d7e40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8527.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8528.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3a674a541f7edc4daed8330bdb08f47ccc0e17e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8528.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8529.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5c2f8c18cfea1a236a10d93845bafa527355446 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8529.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8530.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef7b27aa895a85fdc65d47afa01829c9a2798ec0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8530.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8531.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d02e67e1763359db66b02f3008ce171233809ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8531.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8532.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d440e3f9e7563bafef10c2dc4bca189f86d220a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8532.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8533.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93ddb49932096650fe617d47250e53e45c77d7ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8533.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8534.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bd9181df1bc1c6c567963035fcaf918ad2d2ea7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8534.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8535.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..461827dea4226ddf54afa03872127615a44e88b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8535.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8536.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..437e92dbbc4c9f8c2a5729faf148c2c96e306b70 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8536.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8537.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b7baef80ff401193ccc5e77ab2a6572cb316b47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8537.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8538.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b6f8a7630099896b6ee1bdb8233affd852b23ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8538.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8539.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70b3c7399e46f854a58556d8fc717c7b82e8c66e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8539.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8540.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8aa83f0a8158dbb55efec0e46ae978cebb594087 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8540.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8541.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e94309a3d40d7a53110a46a5a15da901abe508b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8541.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8542.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98a38d7fe48de5666c914f00b185a5e095ed50e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8542.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8543.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4c4d42a53a87689767cea4d2d9490fdfbca2ea5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8543.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8544.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0481eacd729e8b8a59dac1f1a79df8fb3e8b3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8544.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8545.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c7ccabeaf04812f5c7a2c1d946344c87ffeeef3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8545.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8546.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ddb60bf7cbc3aad90f38c4690938027bd2eab69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8546.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8547.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..596c0dbb3f5b01337cf26ad6cd2ef45574a9fe7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8547.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8548.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89ccde44bd1659b03435916ff6139149d3584517 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8548.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8549.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a2ef7f14e48f49ea6a763e5ed6de9a07a981cb7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8549.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8550.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56475e45b0a3397243795cfe8b901c66eadfde64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8550.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8551.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5943d7311ea1148a19adaf062d6d0e56577a89a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8551.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8552.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d060b00394870aa2f072eb8fadc49f67bdcad5a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8552.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8553.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7832f130192ab77cbbdbc3f3a850e631926aedff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8553.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8554.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2012b54a939e7cb6924d54a3c7f0ae29aa716f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8554.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8555.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7114e80414f09e8bebaf327841940d1cc0686ec4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8555.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8556.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba4278b764be43e01e7e778715afa8d9b0006e67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8556.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8557.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3d32f29446e5f13835e8562ff3f8d2a167997ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8557.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8558.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a82f9e11dc7d16b9a0c2081de1fdf6bf467d4f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8558.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8559.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..967c4a0e81cca6038f3a9cbe9f330f579e0ced23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8559.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8560.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..064ca057c86508b234610f43588a70bce6d825e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8560.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8561.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..067d42cd9d5c7703226e0420a9f1859142e1ca5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8561.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8562.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fc0f052b32bd0eeeb902b92a16c4d275c77efbe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8562.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8563.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc768e8405b4d16147858458930eda63076807bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8563.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8564.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4cbb5e2726f55b4e006af8ad451ed65ab5f7f4e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8564.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8565.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72cfc852c2a5d1849c5fb81527cdbf97a67adf3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8565.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8566.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfcfe3d949fdd974727ce13491d286a56986d31d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8566.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8567.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32cec22c6395a720ff2a8ec6794aba0700f91236 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8567.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8568.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa5313132d39e45b2e975fa92c3ad6a43044d399 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8568.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8569.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39d6ed97fef32e3129fe952422f19026d7408c2e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8569.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8570.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97b6dcf18b037e7219580bbf8603483d95de212c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8570.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8571.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38750c38cd3f803bff88f1345ae1613b188e69e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8571.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8572.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..493f7e518d2c3b1cdec622ba609be40d458387ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8572.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8573.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd372c0b60a3b544a474b27f46585eebd788bfdc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8573.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8574.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e38bc91bf0aee18c610fc0c62312bfb91b8acfd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8574.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8575.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b95295abd07a78752c89be8b8935884d5be51410 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8575.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8576.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec610a10e7143b391b728b5857305894668fd877 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8576.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8577.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..742d8a540f77d46a7176c659dfcbea603b85cec1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8577.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8578.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..872442dcb997d982eb223676cc3d20982ed8e584 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8578.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8579.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3733438fcd5b2f28645518bd8ebb518938cecb34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8579.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8580.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f53412d96434391b115af9aa527f891d615bae2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8580.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8581.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c96551d10a7f3cbf461f8689145e578319f62e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8581.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8582.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f5243e7a5a645b96b3176a425fe5de055d12c79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8582.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8583.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc5e8460971dd5cad145430e802cb609acfb0132 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8583.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8584.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf1cdf8270407341e2b1f5567f900460d82b6a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8584.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8585.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e305c51e124b951be268a6002f62308e077d9209 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8585.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8586.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf538dbd3ef2bbbbc8af9dfe89f18c18400fc550 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8586.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8587.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd908141163c9b913bfd75891eb9218627ccb684 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8587.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8588.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20cef000aa0be9574ff18b9333bc322e3eb3bdce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8588.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8589.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5f20fd8d5c137ca4f64a16a0fd36893ef59118a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8589.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8590.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26419fd6755066ec81c5e19c5a7364ca5fbce6e4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8590.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8591.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f644609994418bce0d8edb167e61a665e6ea1c21 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8591.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8592.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71840b08750b838257d74a3003e1dad5aeea1074 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8592.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8593.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..609ffa3581371f9eca7120879b13a62fe5aa1470 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8593.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8594.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2009f19ff8666923df6c1d1362ceb20904d98a7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8594.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8595.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af4136c44a788cb169ac46bf1205597cc8bef2b4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8595.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8596.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6431999e0af78a1d3a8da97684a9cea1fe791cc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8596.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8597.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662a59b35d7406e07fa2e6025fcac6312d1a412c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8597.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8598.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a720bff949a10f3a0f2b98a6e9d986898a663260 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8598.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8599.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6cfe0ff3ed87499613fec27449443dd97604585 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8599.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8600.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d5d1eaeeb719a26668ef1c7c00a7c1232399936 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8600.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8601.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8d754dd687d3d90a6e15df39c97b2db4bafab59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8601.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8602.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..780e164d11bdf34feb12c5e1eb8f676f0b28e6af Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8602.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8603.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e3ad55880ff220c068e22a6787591e15014873e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8603.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8604.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ffbd0c009cc68b312f970a3df2883d49f0e5e4a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8604.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8605.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..086c91e19eea287169936f847d4ad4a15c56cbfe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8605.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8606.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbafec967954cfccb21f76f668f2d1951a6ea7bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8606.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8607.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..871c795db5bc17e169694aff33de41f123bec4dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8607.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8608.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42ca0c08fb7c7e6d345677f66b5f61587394cc4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8608.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8609.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8e6a0ffe1c7844bd71bf7ff62c9434ab0aa7200 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8609.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8610.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb0023f7b67a0248e31252dd994169dcbabe4ed0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8610.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8611.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b4c8bf467a3fa95abc366b053cb4997486e26e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8611.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8612.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5438e1702a99f9f2c628dddb03cd8ad56ce6f567 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8612.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8613.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0080c8ff74f6d33284c085a9299dbc7a17f3fde4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8613.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8614.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fce1579fb44be058e69b81f21227c27ae9d9cfd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8614.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8615.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c68fd962f9260f088452c1a4aa9105821bfdff49 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8615.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8616.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6c57d5500e1fb94a35d5e826073f6561e44192f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8616.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8617.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a2538374b7093e37838315386eaa802fb7f4073 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8617.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8618.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32bd17619aa5f75ef86a417f07e2d3ef0fb0dc04 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8618.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8619.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b8f89b080c6fbe37c7f2ab30079dd8049bc8609 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8619.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8620.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90c3fd21311fe9c20df656520fd6e2cf57dd45cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8620.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8621.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..063a857b69e6a642000d23ebf54db7bd14ac7bf1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8621.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8622.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..815cd6f7046020ac402a9093b9d0d550558a6be4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8622.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8623.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1971f38f97167aa0ee46e449910fc4342f6b58e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8623.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8624.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb25f8bf778de94f74a53928dead65f3eecca636 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8624.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8625.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0f17eb0d39d135d1659b8a930363d42230e8d7b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8625.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8626.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94f89399bcbb4023afcbc81f942ef664bafa3dde Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8626.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8627.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e71dd77091dbdd0600176123d5ca77e40369cd5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8627.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8628.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff6f6ce1a60b41533ae1fed7cb3e496f65746c84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8628.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8629.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fd049091364079474bb4f4845759aa4253ff6ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8629.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8630.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..247b365350d1f104584bbb305baa942ac34a0805 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8630.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8631.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d0b1478b34c4d013c80636bc6d4d2e4517e38f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8631.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8632.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bfc94f901f7eec73520332d5ec35f1ec41e0ea9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8632.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8633.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90eeaaa1184fa2732f3345100d02197c74f53605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8633.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8634.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..319bc297daada37efd3324d08e8f7d6ce1dd1a89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8634.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8635.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b219ae719a42147631774ed74ea98a2f38c8fcd8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8635.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8636.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a41340f81ff33a10b2d5ff22757a5d6521ad23d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8636.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8637.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a01cd077927155c74928ee0921a9063b1a9f920b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8637.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8638.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19966717b7d6ff98ad6ae0166b293da3ca40e0d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8638.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8639.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9759d1c9bc8daa62eb87dfc17795e9da48437a14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8639.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8640.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6095c4af9437ebac9979dfe7eb105685ccfd18de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8640.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8641.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bac16361b5b7d68a731758142a6d27dbaeef199 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8641.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8642.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..942ef734c1078a18eda2db40c94f91a3756e6ed3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8642.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8643.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d30dbb2315ce4256ff00b108000e48baf66f53c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8643.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8644.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9bd58101004198827589f6119daf2c3017aa285 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8644.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8645.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37b5f7bc33467bb1aff19d05e22b710ed562ed08 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8645.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8646.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc042e8d1cc8777d991128ec12e646fc30f7ce09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8646.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8647.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf44c3ff330adc7c37cde5d3a096cade862da068 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8647.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8648.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59063d2b7d60794f5281b5d7da1b8e9b5339d41d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8648.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8649.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..934db2c51a59a749d83e1780b848038c2c97751e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8649.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8650.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4587c54c4c392c073db11274778a1a33f0696fa3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8650.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8651.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f3d376c7f5d44899cb5595b4fdaa2ada91b115e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8651.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8652.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b0805893441df828a5d2b04085b5646542eda34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8652.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8653.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59fcb3d847fb3ac8bf94b36e23bfc6271f7fafcc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8653.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8654.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a59d4e19607100b3eace31f2120e05d8fdc68673 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8654.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8655.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b04d8596e98e25fda5e7ebdaf50f488de7272997 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8655.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8656.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34b824cd12fab904fa0747f603647e478df957b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8656.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8657.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f8021bc64997659305bc041380abf89c69db63c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8657.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8658.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce88fda1c64aee8e5beb01a3837c82a5f592f15f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8658.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8659.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20dd84d0a937f4635afe7543b785b4b5fe842d63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8659.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8660.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6027576c5b0c334447500edb6db37469947a8d90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8660.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8661.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8805b40e8e11819398c44eff84b5e4b99c0ce8e6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8661.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8662.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdfba9941e3483b58e8aeac7dcb6ea2714e46c81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8662.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8663.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0220a01171ab696fe77399a26ca4abdcf6e8f1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8663.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8664.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..375bb75a72c7d63d727696afc4b144f3556337aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8664.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8665.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8452c6ab1d09ed20fea6eb8b061c36a5745e661e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8665.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8666.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47e982b57f05b5bba9d84d4102a0872558c38a28 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8666.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8667.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21683899c543b75c30c9c3172cc0154be618f885 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8667.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8668.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd1c7697dabfc340dd5a9ce788af040b53f99c2f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8668.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8669.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..388cb081f5f1453c2870bc65965ff4235e1d984f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8669.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8670.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae6f0ca74bd8991ce678f9dbc4148eaff6c66454 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8670.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8671.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a8fa4ccb950c6efc88ce7fdb588822444dcadb6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8671.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8672.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6999080e61cc983e3c95085e3f20223940589235 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8672.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8673.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4962590802f23e535e1eca5dbb5658ed976b758d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8673.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8674.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee7ee690e7f8f485772b681424a00366a48bc7b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8674.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8675.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fb7cebbf7252569ee9048b5aa47b55a76c082b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8675.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8676.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9948081c234d449ebf596baab8ba59d1562e8c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8676.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8677.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44e57e18d47f2162abd730fe6367db560f9a7137 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8677.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8678.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..293dff959f8f2540cbaea2f4a3286b4e43b16319 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8678.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8679.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cc0c7747d8f2f4929fdad148f7feb5946b72b36 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8679.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8680.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a7876d213f0f26e255c4a7c6fe2ec3db1e03f01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8680.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8681.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01e51ccd518ab07bd7f7424cda163c009095a98d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8681.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8682.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49f11f5d7c8a1fe3f0ae1d671dc45f6c053eebeb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8682.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8683.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f63f09a9348af2002c5615ef399b99ea7dc05d98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8683.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8684.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67f22d780ff996d56986d31f65eb9bf8644ce9cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8684.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8685.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4144d43cdb69a74c54393cadbdeba1461e030f3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8685.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8686.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39afcd85a52bb934cfd29524fa5a62ec044de461 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8686.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8687.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04267078cdbab5fbbd2a9f65df50a97d379f5a89 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8687.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8688.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..626f17d8e1cffc2c445dc1594e6cf8c8ba1fa241 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8688.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8689.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662d2c56a59806d316a2c420d9ab6a3ef6d33e51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8689.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8690.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fd4c02bec0943094d84b2c9857748de6f2066c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8690.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8691.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40063c1fbc6b492a2b9938624e26b83202d5f80a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8691.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8692.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa7f74ea20ea46c8871cfbb83cacc40caeb006c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8692.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8693.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c7035ba8fdbc34f4070e9205269b786f7a4b175 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8693.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8694.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c63ff6e4a9d8c4e9211b03ceb7cbf1cb7c98ef51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8694.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8695.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c103480d9d8a1e1fd5d319beb5bd39a85360a38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8695.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8696.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f04630652ddf6c332d9dc53248010efa816246d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8696.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8697.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7374f53309ebda2dfedc00323a573ca3270e4dfa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8697.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8698.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdf31743216a33482e57f1f36df1ad70aa803a3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8698.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8699.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f5d4e53d49ea716eb799400203a1c3c7b44152 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8699.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8700.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21496d2816a40cd445638ce35c2791d26da1316e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8700.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8701.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2004ef04f932062e1108cf650c860d67efb83e83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8701.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8702.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc75b9690208e6803400921f12bc6e356bb5f779 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8702.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8703.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ab79be532d35ffa9d83ea29db14c6ab235fb7de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8703.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8704.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb7bd9f303497c19e482cadbd749f60835248b4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8704.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8705.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a725a44a30a9d963c0f506a0d79e9d3fbaefc9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8705.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8706.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..936778db0eca38f17f6192830890fed916a7bdb8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8706.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8707.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2eca06074ffb48e14d9b482b2d2b426f358d57ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8707.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8708.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..413fed9b8eb7e15fd12b14b1d10d158f4a517b37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8708.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8709.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c275ee13b1a45d51ac9ff859d0694eac93345827 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8709.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8710.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d137dd1a15cb0c876906420c53142697a1240d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8710.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8711.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4de2c525a52ddc343273ed8ddf2353172c54ab97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8711.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8712.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5068db04e2c632cef9c3980bebef1ff493c7d954 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8712.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8713.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21243043540b6195d70dc0ba71037c0dbc3eb1a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8713.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8714.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48fb2c1ff8c3743f6bfafd8ddcb74471bfa52d0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8714.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8715.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a90d7226f6e51748408b87c6f433be1d4928c86 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8715.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8716.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af3cd5e9cd5b77faa51596d32a5810a1034ceec7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8716.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8717.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..556d4a769095599823f61ec216021a76c1d163bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8717.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8718.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91885fbed48f855a6c165d22ed1ac57f74ce3f34 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8718.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8719.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa8397dd09f372c6b615d40db39317ee16c3036f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8719.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8720.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99599e490e57b413966272661ea9dacbbe2ac907 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8720.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8721.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..018ebf6af8717a8298ea2845dccba1dbd2c3d501 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8721.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8722.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d23ee71ec506ee421eb54393c6e9c9218fb126d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8722.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8723.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2ee47a0ced48bd7267e2260ee6b0943e4831b65 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8723.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8724.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d533b36e1ee48c26e31fe23eff4e097bd431eb7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8724.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8725.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36abff622ebfa45460d36dca23cbc089e0ef3eba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8725.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8726.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11fbfddaf394a14feda78a68c826c16e750de4cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8726.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8727.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddb080d0133f3de34607f9e4f50c856c682ecae2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8727.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8728.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99a57292297dd17168d064a8d131d1fe9841be92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8728.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8729.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed3fff4149ed06f37579a4cd5c73608c80eb7d39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8729.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8730.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e9b64b2a246e96a2f1a9d30348b1902e5be7552 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8730.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8731.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b47e46ffdab0c396df849bb85ae7d6bdb560aab5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8731.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8732.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3062b2b29f98de376ba4882bcc632e970ee17c63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8732.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8733.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..289bed3fc88cecf8ba9512db7f5d28948baa4f25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8733.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8734.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc5195a43abba0fb0b99d4419de4bb30097ed53a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8734.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8735.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abaf87c880ef197a6e9a6c30bf6dc4231783a659 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8735.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8736.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2906ed528bba93348ea216713e6656c3b411ec0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8736.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8737.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e807b08402efdc09c069b40e7c3f1b587efb0650 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8737.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8738.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fcb4cfbf910718affb69d04733cf460c6eca061 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8738.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8739.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a93b874495504087436dc700de06d30d72ec633 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8739.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8740.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fde75471cc22adb97971f00b78b9737cb908c9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8740.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8741.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e5b5dbe15c5c655444eaac61da9bb08631fb492 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8741.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8742.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..687f7eacb594d64f5e640d20173c9c945e4d0edd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8742.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8743.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6e047afeb200ca22773d2bac20c001f69c3d04d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8743.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8744.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..139efa186315b134515aeea01a35b6f7e7bb7c1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8744.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8745.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a1d4ac59dfe68060efb833f31d9d123174656dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8745.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8746.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..324d97febb6dd3fc53458fa134e0df7e3c8c080a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8746.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8747.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e3518bd5788aee64cf25982b2fa90252c7052f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8747.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8748.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc88d4529d6e9dd2750ac7428735e0521c963fbc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8748.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8749.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cce71ca86ca5fb185f1dc6791a37153d5976fdc7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8749.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8750.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51c3555984432d041f02d4aa520a2e359e62fffe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8750.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8751.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..997313bfa8d2dcb9a62336079439469c364fcadc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8751.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8752.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c8017cc9f3554f8f18c1e1fa4c29946e33167d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8752.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8753.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c99e65a0ec348e61502a2cc1ea1f27d606e64397 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8753.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8754.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b881eac123ca490cb54a49eb12b6e67569e82825 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8754.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8755.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..602d19eb17116bc423b56f8ef3952334a4380d6d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8755.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8756.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad59e8258eb262cf0cb158dcc0a0dc8d47c7dc1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8756.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8757.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdf536a188bc947871a87146ef79f1a3534e0bb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8757.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8758.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbbc69acca32193e503410a8a6f7b16ce7846bc8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8758.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8759.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..552a0be97a26a7f3f1b3bb02957c4ee867332c46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8759.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8760.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccc5124cec65fcfc5cba1ad59594d89ad7e0b8b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8760.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8761.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..183fd7fcdb4bb411ae8ad4b01c6a03b1ef9f7de7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8761.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8762.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..252939fa76537665a24dd9063c901dc77b6527be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8762.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8763.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7fb6b5104f172ce63a5f5199859e656cc85e0f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8763.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8764.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..869b3ac80085bbee20307962d981c55023291404 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8764.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8765.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..195ce0e6f42a53ef31ef3571bff8a8b6e25b6a26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8765.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8766.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..125af9a051c6648ca85647c22708774c82a22af6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8766.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8767.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1136050bd6af88c2aa912b552e7a3713788aea9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8767.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8768.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63b2a7eaa5ece46e6fd80fcb32b1480cfce9206b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8768.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8769.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed00debcdb5cb5dd74bb06d2ea94dcefd1ed5eb4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8769.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8770.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..084b376878f75c61e855164e9765a224a80e7c97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8770.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8771.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82373664e72c48df5db571f11b91589023b87a17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8771.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8772.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ec0cbad98ca3022092956bc0498c6731402c51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8772.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8773.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c2891d4a305eb3fd9fea3c53634d58163a4f98c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8773.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8774.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2edfb2b7265d58a285dc1685ae375b5e15bf5222 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8774.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8775.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bae45610deccf2c8e42fff44cb1deb2e06e1fd63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8775.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8776.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9e00d8424082e913ee6a0df8ee1a645b4ace600 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8776.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8777.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b2b8a5b585891fb65b9018140bdacb7612f1960 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8777.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8778.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed8fdbbcdd1125d699e2a82d4da0b65657cdad19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8778.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8779.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cab52feea73c9350a1bd80a31adefc16061688d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8779.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8780.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c03dc2287a241b4e7504554fbd833858ae871c7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8780.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8781.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cad14b7b4cc18f56c101732d038bae1b2e008027 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8781.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8782.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a3aa03ca06b24b0a2351ae4b7b33f0b129879dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8782.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8783.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6ad221cce051b1debdf1601678010714c81f402 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8783.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8784.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57922d0ed576d33d97afa7cdea28d198c399677b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8784.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8785.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c534a9fabfa08b3237c15c9b10d1b5c13cf4e54e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8785.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8786.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4d03a4bf9899c121925693c264923b30eba9a7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8786.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8787.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f81612b148fbf1f14c69d01d73cebad95ea2bd9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8787.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8788.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..494376abf479d3f584c2208c8c332c695e3eeb72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8788.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8789.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c3b719d12de90a397a72db4328d98e6dff39a4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8789.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8790.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f3f6680dd320ed99d57677a8ad875265c006e44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8790.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8791.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f207e04230a651453156e357620e2cb7e66a129d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8791.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8792.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75e738ab455ec6f391965e8ee167deed964a7fe0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8792.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8793.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fc08c0b61e78562ff70ad0a59729d2b3f45c652 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8793.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8794.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bad263ab2aec16faa58a4c15a47a97ab903dd2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8794.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8795.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a54f7d237da18ed465a711279778c83984090ab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8795.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8796.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9b42a828213ae7d5b7d6b0003c6d1da0ad721e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8796.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8797.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0db1a75489e0a1a4ac2d91d741bd7634f69a4704 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8797.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8798.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bb4e1bd1d36b63519475205ec79b3aba8884392 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8798.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8799.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eff56393d9adb9dc582df95a6fbc7d49adf10a13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8799.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8800.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df80d9bdb56ab16183deae8758eb87ada08f03ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8800.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8801.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cce647ea79f529fbd7d742823805e1f56f3c817 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8801.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8802.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36ea6c1afc6fea20977e92f1cbe418d8bc1041ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8802.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8803.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36decb571a10e56620ecf2274059fea4e6021d52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8803.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8804.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a30456a101e087009ac084d901e477a65e6e7b25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8804.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8805.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3861d98c522af814b38fd3e1072fb8dabab60772 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8805.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8806.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d91ba14581005ca9fb129b69a9a9c610bf0f42d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8806.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8807.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb23c5de230bdd528acdb85c2c632c265fe393b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8807.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8808.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7343f1225d349d5ff0e8239e26e1d49fe7c0f238 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8808.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8809.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..133b2455c0628439f2ad104d876ef33f306da54e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8809.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8810.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d872458234406ce5d18dfc38be19a36dd665db26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8810.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8811.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eef89059d36c3de8304cfcb1ac5773b155dc9e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8811.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8812.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9d8c68a0e5671457a6c00c7fbcf572842c2d6ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8812.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8813.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1165aa682fffdc1dc300f247f6368bfc41fe733d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8813.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8814.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..513033b29c6b28ca588f64c84cd3c199182c004b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8814.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8815.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6587cba93eaec15952a72882fe5c2e02a3eeadc4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8815.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8816.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32b7b41bdea76bffb55fbde1cde4b9280733cc84 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8816.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8817.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f3dd2ed0219cdd5e7cde279eb234348aea9a212 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8817.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8818.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7349d09d9e199d68b1231b5294fcb944b921d439 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8818.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8819.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77e67695a3c64cce48ee5cc4b11b71df1a3d7992 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8819.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8820.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89f0cc9bdddb117297aa00ce0ac682275eb1d6b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8820.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8821.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0317c30f85dfa9a190d4c74861a7f03373b3cf83 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8821.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8822.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15a94fd4ea9116a2133d66150c4c4980677a22da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8822.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8823.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e318659cd74490f4c34beeb9e53aa6a75d267fe2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8823.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8824.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae51c0512ba18f931a80de65ce5538f3ffcb9e3f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8824.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8825.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdfe52a2f3b96de7f3c271011976a989c31df9ad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8825.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8826.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2836231d60fef386ad678707a1dbecf6e2988e98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8826.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8827.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ae8a9c0c610f41cbc6d8d8f12bd814c58b826a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8827.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8828.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0db24a0636b5ab1d061f751339e6b17dea47aa5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8828.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8829.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0442e3cfa5476d6f14b4f646dcdad1c033e84631 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8829.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8830.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ff01a39446618a2e11edf93b66a7664f3a68a58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8830.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8831.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f3d270402d42dee534f542053d87990aff1f313 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8831.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8832.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30cd9abf33cd416f1bc0dde4ebc17807e1623225 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8832.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8833.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94c917a02c350d11c80b5034edca2cfa6c300e4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8833.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8834.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed2f76db0b82f513be247891e8022658573be901 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8834.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8835.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e733d1a3f7e2f4dfadb9c5bc2ea509652a17393f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8835.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8836.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2307ff7b212b9ae2650b1ee958cfa546b15c2483 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8836.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8837.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bf32958121b5d5215222d1e906d9defd1a65148 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8837.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8838.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e66db8a8fcc3b341f455408160917b3d990325c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8838.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8839.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f495a242bf20f42b337843d2e9c19200db34b336 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8839.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8840.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19037a6940ccff13d7644ad6ac4f31d4acb833f7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8840.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8841.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6abd3a6d263744c2af7c377be514a127d5f62589 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8841.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8842.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aad91e9a77e7cc290154cdf0831f44f9edfc2da7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8842.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8843.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b761ba32b6b1abc9b4fcf2b6ae6ddec0c5456f95 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8843.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8844.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ec1c50ae6b0701b2f90826e9f42171fb6ca6aba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8844.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8845.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bb6ed0f3db3870aee3b46e78581060ac257f15f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8845.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8846.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5f00b41e70af3bbe0ef4f6e7f4e28e49b209c39 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8846.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8847.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0da6e0ccd8475545f74dc2b414940200eca97b0f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8847.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8848.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68d7f52ca24607494567dcab29f7dd9d7c60825 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8848.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8849.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fd7c1c4ddd0f7cc003770c6f8f90848496d6012 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8849.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8850.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5d2f792ba981a9a41b31aa19ef513a83fef2b4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8850.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8851.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d9d0f7716df8ac13321c83466aa4ba4977d01b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8851.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8852.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95f1627e2d03024880102232e0fb9d191ba518ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8852.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8853.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c2a31866ee69ed056ffd77935cc603ee616756b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8853.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8854.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5acaabf5ca1d81e1d6304fe485aa429f0682101 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8854.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8855.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05e0d78a125456a7d14445c1e7d48d56b73971f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8855.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8856.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2aaba959255496be32f33cee8e95325ed6d315b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8856.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8857.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5f9dd2127a95745ed42f80884c6ea282e0e19bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8857.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8858.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88bec47687a97ad4906c74ad553653e8a41adb03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8858.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8859.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d92e022dd694257fe11aa3af6d4e89fdb2e1a1e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8859.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8860.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e094e14165bb560c5057c593e8ce50217adcb03c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8860.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8861.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23a5a99a9319d1e0f8acc496123432bc705e5c1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8861.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8862.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83cd2219a7b2ad9cac55643a6c36f66d8c1e93bb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8862.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8863.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ffd62ec8e62cc0072dacf612b85b2f38ad247eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8863.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8864.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1f4cb3d6cc2a763457e5d633a9f4fde38547fd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8864.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8865.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2f1cfa123927c854f3f7214a7448ad64d9b5cbc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8865.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8866.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e56f19033c2488d14b1d31b305afef6e3bba8a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8866.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8867.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..956ca38be2efd3ec1f9b9f6783332f043557158f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8867.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8868.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05d5824914e125bdaa62e287051ef5cc8068a61d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8868.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8869.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8492b243df80dca0fb8ac096813fad0da13ba7d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8869.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8870.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6555d75ba72e2e6c4c686f7725b65397073685c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8870.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8871.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eff28028c81f9da5610c99b7a9498e4466b30a13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8871.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8872.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2913214ba7f7e60738d53f218780b46dc1696f0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8872.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8873.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82c3bc73f2df21def483e0991342f4d84be3a991 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8873.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8874.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..654af1c2b64e93023607fd0b91d88bec63260c13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8874.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8875.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f890130ce8a04482d962c771e8ab1884cf0bc73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8875.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8876.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d35af2b9844c59158575c1f6c889a7e613c445c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8876.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8877.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55988c3bb6eddc89e129e25b0e0202f0f57dabe8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8877.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8878.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdaeca6428adcdc0dc257dee39fed77bd5eeca54 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8878.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8879.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4c074946b3b70a25d48d8e341c8013421f54113 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8879.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8880.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e00beaa8ca9accb98c9ecff287fd0e51e2b1a921 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8880.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8881.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ae69b4046815d01493e07316ff221011e1c0ca7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8881.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8882.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a10d36d5666435638c8104e63a5e8df288584ae4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8882.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8883.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94047b57c51502036c62df80dccb2d0580aa338f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8883.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8884.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6425e83553426aa2f1b03c58360db235856f7af8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8884.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8885.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..948145419c00a8f730943e0c6c62945174c6b326 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8885.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8886.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c2ac3a9f145ed71dc2479f0891d134ed8d6f4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8886.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8887.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09c5baf1c625f88d7a83f404ed5e60e8c8bf0682 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8887.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8888.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35a504ef1ea34184f61857142b7cff28880e004e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8888.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8889.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa1abc570f874ccdf1b421f982e5d5af7c7c3122 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8889.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8890.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ac1cce14b11dd4ac9388f53cd0f936bc2795433 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8890.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8891.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53a22315641a8e1c0ead5431c991d36a07e9c4c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8891.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8892.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1419437a6614c91730e4d51aeaa9120e2aa01844 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8892.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8893.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bcb559d4cc9d73b97b4868477e46f848a2516fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8893.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8894.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9870b1fc1774814ef71e30b95d73b3bbd3b8600f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8894.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8895.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44b0f4a3c1c0d2e293dcc8f2a4ed8e38952b6dc0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8895.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8896.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b99aed93439c9104f8733405323b85a0a65d07fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8896.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8897.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7023339681878e3b29b53bceacfa58a5e4ebabab Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8897.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8898.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7747e87814255e3992e44a33cb5999133b06d33 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8898.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8899.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20b0bff8e2d911e9615cf5363b33d40826325ecf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8899.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8900.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..134d381b128e337fced43a352e94ecd026cdae7d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8900.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8901.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0987a5474dda5612a76e3bb186e5365e83ea9042 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8901.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8902.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eae2c55f7ac0ab1d55a643b054ea9d8e2f3d7a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8902.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8903.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29d973e787d531fa258814cb86283e8a00ca1e7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8903.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8904.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e403fde6d38e1520f9d5d6628d694a8b772b8b7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8904.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8905.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..768a5a03f288f12cfc31a00d271ebbbc96577093 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8905.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8906.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b056aa895e0513fa86f0e4254f38926fcbd5913 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8906.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8907.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0bde8424db7655c8aa04891b92d5931084f8157 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8907.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8908.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..860dbc61078ae10d1a57e858f48b0f63bc16eb76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8908.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8909.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..346a19017c263a635a9608202256319da8e5a7f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8909.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8910.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f481486d821f257b70c5950da5595fe6516ca04f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8910.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8911.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a025d538163720f2cad882cf9bb7680ebab43fdc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8911.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8912.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5340c006fe245137a968edeae8464bec5611ea16 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8912.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8913.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..123aefa8c0d32f67f27c7c99388ac18571f514b1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8913.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8914.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ba2648c6069355eaea5c57f3b135547d0199f2b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8914.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8915.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf447fdd99cce6674fa1589ecc450d2ec42863a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8915.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8916.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f462f1c640d9a5a16ab05350c51dff636077a057 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8916.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8917.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b5794e8946dd0fbaa44ff80bb8eae4c1bb8ab71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8917.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8918.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af5921f8802cf63308c5abd78a88ec542a1b8408 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8918.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8919.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8603aa076a3348fcc854d98d5afaa0e6bf5d9271 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8919.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8920.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b610e5ebb87d813fa98f6847b1c774abbc3e34d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8920.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8921.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef7223d405c10f55cbf045bb86c43d071d09ce9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8921.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8922.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60a2b051c22cd16a769efd68e0da2814b0ca404e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8922.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8923.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4464d73da309851e3692afd269e070c37c7c4b79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8923.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8924.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..486d241c4ee4bb472b27f41a97e58703c0bc8b4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8924.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8925.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01be2453be5a96220d7892fde7a96dac46ad8a46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8925.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8926.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9b7c392ed02ec20b66fe2cfc601f453f9ecbac0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8926.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8927.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e02db43d14a8d5e9cb699a477fa4de24dc10032 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8927.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8928.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0932faf3c5962ec973630adbec5b9fc214c5f0c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8928.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8929.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..487c58267d76b5df01e223b60493ff1544d7bb9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8929.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8930.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e43a6729a8546bad3f0fde98fca77f64b8f3211d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8930.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8931.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f07913268259b577da4d6259667d2db0dca27263 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8931.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8932.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b48bd24f995e44144b66ac0c7ac89f781f62d6ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8932.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8933.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0221fc2264f255a7c97547962b22996b9448c7ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8933.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8934.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c9d24637e30f2d231ea49c8dd5f2325e42aeb46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8934.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8935.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c101e5ff3cd57de915435b6a4a614e5968dddb37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8935.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8936.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a550570b0d4a864579b30cd3a33741d50ddad9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8936.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8937.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08790ae95e38e55bd881ff10e6027b3c697d7c15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8937.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8938.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dd8e325cfe2718888e898ef30be642a9449363f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8938.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8939.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68b1250270adebf9af7b2427d5ef3be713e46846 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8939.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8940.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6403c2eed65cc5ff743b6e5296b8a2d910f6a257 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8940.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8941.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a9712e4a5882a1dfa9c39a7db00c5f320095880 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8941.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8942.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f58f6d70085b626003cc26784d5a9f15e20c66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8942.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8943.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fff6be83c95cb8f0b7483be8b0e5bf12db81c7e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8943.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8944.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef14f64b14429794582aaf5e5a410b3e2ba8702e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8944.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8945.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6833fdfbeed2e25a97e798dc8b4399b3bfb9c6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8945.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8946.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7302c8400923edf0d186be78b5cd2e90a4b9e14f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8946.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8947.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdd3a0f4b78b0c0acc0b01edc74a8b996e990683 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8947.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8948.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9afea41475868954e57e1e2ca0cf938b7daaa043 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8948.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8949.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94126f9143fb9d6dcf12361512511afa64b6186f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8949.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8950.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bbe49aa117a9d0bce5fcd0744c29701bfdd7b1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8950.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8951.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f3059ea96d14bb6b4cac9e4a6f1929f5d5db120 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8951.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8952.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f8a33a942f6c5d06da95c8fa1f72a46388aae2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8952.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8953.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f43e95e414623afbee87d12ad125bcc8eaf65b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8953.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8954.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e421e19e825de5237cac17fb724bc465cdcebd71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8954.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8955.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..576d4c355fb33146682a5c51c82214a6f357210a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8955.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8956.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c638a2e27bf235f0ab885cac70e0480961a6b6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8956.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8957.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e45511efc57d09083e70515e05660922cf8f80a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8957.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8958.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e256d4bb879752d91284cfe7aeac4500595695d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8958.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8959.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97c3a5d756ba7f4376785b43f16b8b13843c9c9b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8959.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8960.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b21a7896e9f93c8c143d66b05ca21a57aa69fdaf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8960.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8961.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7935bee356b11aa78aebf5d10ef913fc1c07bee2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8961.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8962.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62434b256a65cb8f24941dc6c0e7d48cc4ed30cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8962.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8963.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a3765e87d210c62083c5f3d9a657ede0a0754aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8963.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8964.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..109a0e7e4157961cc5934ba8ec459207e272ba85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8964.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8965.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2598501dc1987f92ef428920ff34aef4d2e51ec2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8965.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8966.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f9377fe1bff6dd103270e5604888f5e9347927 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8966.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8967.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b71896c564e503c31d9935645e299f842af49e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8967.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8968.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74ea99576a4a2a1505664f2151b3fe789738fd01 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8968.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8969.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..292345a0b26d65d84551529850f6bc043d54a8b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8969.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8970.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2325e5800e163141eaa500dabe9ee4780122477d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8970.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8971.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a469099b3514f163e96a67cd41746e37096d262 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8971.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8972.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed114567ed81f64e2c4770d209d43e5ec384fc03 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8972.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8973.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c4acd6d9f6da4c501eeedc4bc93ed6b1317d704 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8973.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8974.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06d4b7318bb10667f847d9ef45474eddcd7b24c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8974.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8975.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d96552e7f8554f662f38c84c45effa2ae7f7756c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8975.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8976.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8901acfae383ab3248c4151cc3955157c82f7f05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8976.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8977.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d64e7f1c743b1b9daa6d9d84970ccdb5fefef218 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8977.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8978.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..babf8e14c5edf10fdc7a8f1f370310f6ceb56c7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8978.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8979.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3f496fe20084f2874f527b92fdf4091deae7b05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8979.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8980.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcf53ca7c6613efe63fd11d323bf401d3eb8484b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8980.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8981.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8328b89e3602b5762932aad03e3eadcd29e094c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8981.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8982.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96e385ff2cdba67e75e3af4c2b738bfb62615d46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8982.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8983.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb80c67f4cfbb62dc74070285d929dbf3cdf9c0d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8983.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8984.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f436d3b6a171e837f5bb5baf21560aec876fecff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8984.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8985.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7077fe465d182c30fa311db83654625b8ef159cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8985.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8986.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff1862f66e1225a850716c9a90190df8898e84c0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8986.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8987.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e16ad1c001e64c37ac888fc1c268f5215f42a401 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8987.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8988.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a06012b3e3347b97117e111acef200ce8598b7d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8988.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8989.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1381b3d3a8bc52dd57e12017eb1a383da538af25 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8989.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8990.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66f70af27eacf17a1d8d5691e369d1601b0ef2a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8990.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8991.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0dd482915edf1a7c69645d83106422ba15a63a2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8991.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8992.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca16e5dede1fe4b80049165231616c2a3893849e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8992.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8993.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc942389ddca907cb98e884c3f34822ae2cdea7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8993.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8994.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea6700a58a8f28562415dce0f2e6bc2ef51b00e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8994.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8995.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f63202e28809a2581b786d1c4fcd57fbab3d703 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8995.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8996.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..754671c8f3b8efb8a211ac3cfedcad687f8f71bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8996.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8997.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..157a5eeb7a237b5e1f0aa91b1990cee9652a2cd1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8997.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8998.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a30426377ad8bf3eabc3b718dec3ded8731894a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8998.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_8999.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_8999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..603d199495780c061f20f96ea454a3c0366b282f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_8999.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9000.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8785b658ab34420f47fc87811db037eade7477d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9000.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9001.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..784956610cb611020d88b0dc757c602d30069f41 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9001.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9002.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a072d11710f1a6930009469f9599294e171e0ffc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9002.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9003.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5172ef9ff6eae48d2364534738af1fbf5d1555ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9003.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9004.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7e73e726184a53f5042333974b363db928690bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9004.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9005.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bae9ccd24dc0c3cfa8136137ece861103c5c6590 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9005.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9006.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42fb393dff90d397eb5d7fcf293b2b968f453191 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9006.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9007.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..799f947e2cba43a63ed7a1e3256a46e116fb0975 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9007.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9008.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14d143908e5dac22d94a47fa1a3640dbaef85821 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9008.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9009.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d743bdd96e87e890e99a022690b96aeb4aaf3be1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9009.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9010.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f1742f9914c1f64945745de8574a55b69479fd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9010.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9011.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..688d1a1c8c7b48786116737191594967da5274d7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9011.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9012.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f9c14818dfff3f0b4d95887cb216905f19db254 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9012.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9013.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b3a3403be9ecfb6f5cb6ad6561334c3a45a49d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9013.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9014.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22f2a392569285c6b44c427c39c93623237de102 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9014.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9015.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afe10ca3ffba4cfc79b418335603cb816274e100 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9015.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9016.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94b3da831d2078668570a642661da6f5cbc0efe9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9016.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9017.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..491f20a3c5797ea3a1f24a641a1e8bb64cec7b1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9017.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9018.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..954576cdc2a5b63e4926fb04751695e94c24a3b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9018.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9019.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470e2fef309c7d399831d1590acb34e06cb5374a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9019.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9020.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f43c653e38855885bec4d162059e0a4406cde9bf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9020.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9021.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546d1afb94b614242ff2ccd410af95e28e11eff1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9021.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9022.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fa848ade2a1b37242dc97d89b64b9c80f3f7a43 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9022.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9023.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1265af75852258f50318094a646e902961696d85 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9023.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9024.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf4f515494593222b25abb1f3bc3454f52a9b0e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9024.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9025.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89fa1049dd8329826052eda6b3e463497db66c8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9025.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9026.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd70fe8a941c6e744367781e1cec8088977f191f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9026.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9027.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe0baf5825eb31bd42d05c1a143fc8f40840300e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9027.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9028.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9edf43184129f4a2e5f21d816bee147cbdbfab1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9028.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9029.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f2d06c4167c083d56b91c4d0fe87d20d6318ee9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9029.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9030.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fb363acf16b1d9307e2a41dbbe537c63038d51c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9030.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9031.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d915b1062c792822a717bdd1d2cf17c5ecb89916 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9031.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9032.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b44b435fea93f2811ac666cba8c6fc80a9f422a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9032.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9033.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7331e07f8b1a60c74b754442410baad02761714c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9033.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9034.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f35e7490403de4697709eac2082510a9d7251c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9034.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9035.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..513b5e5d107401baa2fccdd21dcc0674a72c3b1c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9035.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9036.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..445036276904345360f8e9374434e1cea5cd465f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9036.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9037.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0384f936cad4c9998c549ee963397648eeed43d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9037.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9038.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e83c4ef69c5bbc943d87a465f372181b30aacb9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9038.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9039.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46832e275a0d7824fc52313e59d6472da8a3d43f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9039.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9040.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be841be6b026a7c5dcf95bf682fb9f014f9e97e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9040.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9041.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5c119735d827280f4345008769da5247aa95c55 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9041.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9042.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e05ed5491cf3cb8e93cad1ae38dd71ef8318bfcd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9042.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9043.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67552c5d2247ab278946136c7b3ee650060a83ba Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9043.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9044.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1526540725266c3bc0c507498693d9a520461493 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9044.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9045.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86ca071095d661b332a5f9cb4921a0bdd23cd221 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9045.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9046.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10140fd9ce9606eabd9ffe7d7d3bf7a6b6a7ca22 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9046.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9047.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5746530a74164a0637e2fceea09b05b71d85a0a0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9047.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9048.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22ba4f7d6859f718367858085976b6b48a48fee4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9048.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9049.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13420cc2db423058245e7c30f3188e47e185d232 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9049.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9050.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a9c20f7df6adafad3d6ad3763dec31683b243d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9050.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9051.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8d12f3266417aa2136ea33828f0fa2fa059d9a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9051.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9052.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bca1dea85624f7b132d78f1140ef013c02539513 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9052.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9053.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b90249f7bce6bdc983e265d18446f590b390df71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9053.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9054.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5572042f5c0f765544b5c5e978f510303ff065c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9054.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9055.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..337e83d4e8728519ed024c659f4b6d2d8415ed97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9055.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9056.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2559312aa8591ab150698f60c37a9ae99191605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9056.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9057.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbefaff2a70414466d203dc49e788fd52afc6b23 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9057.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9058.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09274e362762fc77d6ed030fb400d3d367cc5f80 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9058.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9059.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54fb551c9991b98eaea8d2e86843780a1584666d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9059.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9060.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13614d1fcafefea825c4fe1f443ade195163ac45 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9060.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9061.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..989b8f9e37bdb517c6f93c45d82653aa20533199 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9061.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9062.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4e19e9cd171d1e490e5b7489a075cc5ccce7a58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9062.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9063.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66b534c985d817922b197b6fbd94b18b56e92145 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9063.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9064.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ea01aaf8cbd3ce3dfbb5470aa727cce6b1cd72b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9064.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9065.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7af2be44e88dd7af77f58d18e774c5e7fafeeb13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9065.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9066.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8226398d15d8ec75d7238a8462e15e9516b40c5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9066.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9067.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff7951e22ecb840f79fa699b8b60a510ae92c3ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9067.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9068.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb585c59849b53b1b0788d918372f5826cdda03b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9068.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9069.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a214897220e0831a09ce8759a11631a65e8df3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9069.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9070.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3921c688146427c5ae8078f2f65b96457ace303c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9070.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9071.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ca9e86892ef89f326fd0e164f0b0faacbad7fef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9071.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9072.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3b64f389acd070a4688c359873bce221e1e8eda Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9072.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9073.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e7c8820bf51305bd584f24db1a5a132c87ecc6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9073.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9074.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eac2ed4b731420f2950c7f167e98ee703ed38def Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9074.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9075.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..696ff598f72902045890610002411816285eb863 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9075.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9076.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb543d6ec29658996748511f66c5976d51f0014 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9076.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9077.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b8063ec9af0167a2d9f47fdd6cde035d4cb353b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9077.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9078.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68426ccb41a1d2a6e49a02c55dd0ce5412112a51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9078.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9079.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d53bf65500b7c314113fc58fd99b0f68018a99a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9079.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9080.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6db0c58cab4a07f43d6ad09f09a33e38979ad10a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9080.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9081.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb0eef45bc5f695e72a800b1013843037f2893ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9081.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9082.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adac742ec35d3bde989ae4e0c1b8338b6e4df0eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9082.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9083.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74288ce8daab49eb31efcc7aa6ff420235bdd6e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9083.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9084.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..738dd1d837a6ba8360051bf0d1fc90120df6e4da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9084.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9085.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa2c530f557ee9392bd77dfcc3a158953005c98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9085.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9086.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08e45dbb1daf6f1b71190bce5eb38b5c8f4eee40 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9086.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9087.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cce33b07d7b06f11781235eccad0ace08161509a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9087.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9088.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a574e869519c78f94119834b39fb1c12edf501f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9088.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9089.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..038546de54cace22a7628bd9a8cee91fd8272a4d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9089.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9090.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18f63b5f0b2768e587a9aec7683b9408d3d2f367 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9090.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9091.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2948d979ce7f136a21c9545e176085ca1a4c94ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9091.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9092.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ecd1e64e0950fe095119d042da34b336eb27ad0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9092.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9093.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de3e9d2593a4b62e96c885d446e5a2c60454ce71 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9093.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9094.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e029bac83a2d76e4704bb5ef349f11136d7fd03e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9094.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9095.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cee990ffd89ba702b51c9a4a71b96b97f93ca848 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9095.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9096.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96b6622543c8018732d60fafce7a3d49f1c8ed78 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9096.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9097.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92fcaecae2fa60048194e0e185e31ebb0db548b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9097.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9098.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01fffa684d778ac26de8074b90f93239cb88f085 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9098.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9099.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42568fc8805321fe02996ae07222b3b862f35f61 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9099.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9100.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5cbf902ceba3d20d51c25d2aa2aa78ed3f39522 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9100.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9101.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66de488b3f83da39e9839b36ece23f1f463ffaad Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9101.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9102.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af8077ee6f77fb1d1ef988f42f552d6c03876e17 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9102.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9103.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..444ebe706db4f58e021248ba89283c8d0b03fc2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9103.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9104.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cd6d62515abd21b7552b0c3c002d8751b102def Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9104.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9105.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb9c055b5b24190eb0ac66162e3345526e793287 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9105.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9106.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2cd4af1737c31bd456c27d27c0d213fc79278dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9106.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9107.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9acc6d665f648de94fbc69b3cc99d43de8fad075 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9107.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9108.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0bdaa99be7b8fc7c6c1ceaa140bee376acbd329 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9108.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9109.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65f60434c197dbf91cc6d352f3f06895faeecd69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9109.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9110.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a41c424fd5a982bed439e2e86071ded27b9d3b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9110.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9111.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91c9c2ad2367837bb34826258084a21c4b2ec7b8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9111.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9112.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f91a0af3f9bbd612bc30dba3bfcf1bbf659198d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9112.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9113.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c589abb683f82eda46870eb85da076f5315fe6a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9113.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9114.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca7b3780b3566fc380040eadbb014f55c54f1570 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9114.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9115.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f0f6f63316c72a2241e0f8d7e4241d728b92ebc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9115.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9116.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41a58a634290a14f761b4639cb018bcb93d177f9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9116.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9117.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eecedcb10c4c8bacabeb01a20dd49111d57ad7d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9117.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9118.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2f1893394c082ae59751130538d497197fb4db0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9118.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9119.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35a9d0c2ca0849cd278f786d33ca01aa1174501e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9119.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9120.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa7626850a8e9539e9a218c8891ee6536f10c03b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9120.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9121.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25da9bca1cdef253dc72415a17ab3ae070924965 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9121.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9122.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ab22a258d0ef119614dda0306729529c6543c78 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9122.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9123.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2619d0b3db83a61a585854d116c6885ab42c7dd2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9123.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9124.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef8005f36303d52f18f54171b7d6d00bd60dfd66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9124.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9125.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edcbc29ed41002dfbf5ea530fc75fa90e21be565 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9125.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9126.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995ddb102a2e29e67ca58a1156f225cf5640332b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9126.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9127.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d8783feb4eea2d361f419fd33b7329e1bed3d4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9127.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9128.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f173e6205047323b3f9f409ae01a29340f5553d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9128.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9129.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0292f5b4ee31235fd465e15b938b714138cad608 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9129.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9130.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29ffb3f595d2fa5be0edb5be89bee208cdd0771d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9130.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9131.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15fb118c19c2de3c0c3717499769bbf7e93d4144 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9131.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9132.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19fc1c43e90c06b8d72bf6766b12962a0a96c035 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9132.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9133.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6156bc11c58a4ff018942117714e85e5f726ceec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9133.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9134.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2049aab71a3727f1837c5a96f9f0b3f196b7adc5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9134.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9135.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18a75085224a15c5414d9482768913b929975232 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9135.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9136.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ade1a30f40c666d7747c398e822264ab8bca915f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9136.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9137.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a49d4ecdb77406f423aedaec241cc72613c9a732 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9137.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9138.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3004a440645cd876098aff840a93f8e704b3b7ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9138.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9139.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e19e26c26d82ad1d143274dd39c413bd0b3efa4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9139.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9140.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b47d5c020608ed8903a6ad8c497ba4bfb50cf48 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9140.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9141.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abaac8719784fa615fd831ecd7b54614422a662e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9141.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9142.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7eeea0223fc88d7cd31d3000098b67c500c1ee5a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9142.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9143.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3b42f10806c4f3a469a66c6f4b7b495511f86dd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9143.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9144.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42b6dcdcc5eb7ed2697cbacf215c8c24b94bb847 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9144.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9145.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20eafc96d3bcbdc08ce5eeb76eca86a7517151e5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9145.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9146.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bee305eea069e96336392c5a533f7c5e9f83752f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9146.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9147.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7a3ba007ebd77ee2a1780bfedfc9be21fd1491b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9147.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9148.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d0d390f74a92228861ebbce402b458c07005103 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9148.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9149.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9597d926629f000f556ab2af323cb5cc4632c1cc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9149.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9150.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c6fa90c7343c6ad443640221b75a9855d8b7237 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9150.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9151.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ac861d3277ee80284dd19c900b086012cc2d6f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9151.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9152.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a00897a345027e16376d3293da5328c588a138d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9152.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9153.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..963d39e0aea3b774e4e0bba9da11e2dffe750efe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9153.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9154.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f7707baeb986784d60fe33f0669799954b5d285 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9154.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9155.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..982cc977ee28dd020a2171b9e4c11d08aa902941 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9155.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9156.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8f002420719d8a3da56466620a5c2fd7386f279 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9156.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9157.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8fe519ec1650d53fa12b9fe260e838039de3d30 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9157.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9158.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b984e2599a6d57c0481dba80e69a2debfda8a48a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9158.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9159.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15a0050612776580f86ab89c3d07f27a0ad70c5d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9159.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9160.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c885fa8b45832ef9e3fe8c22acc93aaa2f70605 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9160.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9161.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7437832d8a919c164788644cd8c552d3507eb007 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9161.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9162.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e865b01bf0c054ed927928f5673a439b0b1a988 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9162.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9163.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5574eb1ed2072a960557bcb5e6d132b693789f32 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9163.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9164.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f860046b24a5dc3b5aaa9e93d0fa1549e05fc731 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9164.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9165.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7ddd3627a4d36f62a2505ff97905d81d9977c27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9165.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9166.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6f7c15c444b483ceb7f4f08dfd32c530a5fcb66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9166.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9167.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d543964ad7eef6082cc0c4efaee1f08ffa9b5228 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9167.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9168.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1be4d42628c61c747e0bc499b56fcf3f520dc797 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9168.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9169.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6bbafc66b44836131b78de3d1ce3dee998810d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9169.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9170.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af610bdf877b711417b44ba9923adff30aa05353 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9170.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9171.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1f91da29c0f1b47160e3cd9a3a6facf7bf39ec4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9171.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9172.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03775e525a66e7c0e8d29e3552a0e8c9df4402d2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9172.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9173.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76319f0f6cbb5efe1c0a482322388683847e6a44 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9173.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9174.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc54fbd9f7b954e137bfa194c70db512bb119391 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9174.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9175.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..056024f6452132b42ed05287cf89b2803e02b267 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9175.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9176.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f672346a8e7a465df2775fabcbfca677429de8c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9176.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9177.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9fb6f785650cb2b2489c319384c961617bda2c6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9177.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9178.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c7e0561ff662e5b2a796cbe68b9557e15e78fdc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9178.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9179.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18f61410bee6ea23af05d4dedc3d194f686b4733 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9179.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9180.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae655ba1ff2984abb44c4e0b4d951f31f3a6aa91 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9180.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9181.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acc62e5cf8f369332b97eaa8aac24bd830b92358 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9181.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9182.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fa64c56864299dd67a0ab9d2ccbed4e2a2a2992 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9182.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9183.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..becaeb16747fe36b365a34ebe51109022370f28a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9183.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9184.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c38c46729e22167da6cf81760390f50816bf8e3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9184.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9185.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5106e0a3e4ff4b935a21afb04258042459185d90 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9185.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9186.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eda1d777d8a2b840a8cb2f78de9ba6bfb24e80da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9186.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9187.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b3de724df2fcc711f1265db8663c185fdc79b47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9187.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9188.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2faa293830b80d353181b07b294b9092a3fefb1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9188.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9189.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de2cc36a0a24bc49e1ee45d4391c323faa1fa3ce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9189.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9190.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04cc88a8d15d734922889d4bf058e5d57c5981e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9190.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9191.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab3ea9b928383dfa28102ba1469c8eafc33d085d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9191.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9192.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90e5c7c1328e00a6354c443703aee30288a93fe8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9192.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9193.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57b11cb7d8f16dbc6cf9de99e6fc32968a9901aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9193.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9194.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe879f70a58f3758732ebbc6566aa941d605946d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9194.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9195.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5433f03ea41f526a46ad68404759c21ae9e7edbb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9195.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9196.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77d913147647311f22857cd9540df7d98b6af8bd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9196.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9197.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bccc1267439263bb31509d0f2ad3f020722ed42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9197.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9198.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..796940404d5eb1b9a8625866b9ae6dc76dc2b8e0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9198.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9199.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5197c4e1cca8cb3e186019350818a6546304aef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9199.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9200.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96e441619b10bd2e9a4c226dabbc5021e904c8ae Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9200.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9201.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17b26bdefdd063ff70e3dda0cb0b51c4cda39e66 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9201.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9202.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee4c9093d260840038461965e89cb2948e558fb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9202.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9203.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adedeeb5b1f6d03c4adf97724c4cb3681952bc14 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9203.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9204.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbd17c24fd096f9b0bbfcc7272efc83a644e0a1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9204.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9205.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..560ab26a68c41912ddd39a6a98b5d9a9d810632d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9205.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9206.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..725073619da5646ea2d011f18cbb911e619f92a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9206.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9207.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c9f54b480cb38913e8b09aa0e491620160c3785 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9207.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9208.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c5dca9f92103047daceb89104cb838ddebd8046 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9208.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9209.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b5c6e0e7d28cae7bd2cee95ed63d29d2437824f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9209.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9210.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..659a7c24f97bda7b153ca7ca1934edfe22ab427e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9210.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9211.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ca2612d8cb257bf9977fe1257cfbdceaf74c408 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9211.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9212.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16933e83e4b7f10fe0050b985056761c2bc5e657 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9212.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9213.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47c9da296a430afba3ec03e5be3dbb759f0ffe2d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9213.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9214.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..743f510b5cc361fa38743d9210bc3914e5396434 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9214.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9215.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be0548ff7d4976c462624d869e3068449910e8ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9215.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9216.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df20bd9d85e08aa30776f71125229285c34137cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9216.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9217.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8336786d00cd59f4d5417d5446805a7cdec98438 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9217.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9218.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9dac7239abece48363c4dcded7722f7aaf6dd58 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9218.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9219.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8545a2baf76f97f2d8bc76bc4d9ecaa9bacf7c8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9219.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9220.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcd2437ab741e73076b7f94024434ebe75d6cbce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9220.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9221.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..491ec2c6f4894270a67270e7d9d8fae6718fcd5e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9221.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9222.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21dedb7bdeffcae58dcd897159172d613bbecee2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9222.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9223.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c794d0d2e10446434e9253c18d54423480be8d37 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9223.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9224.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49c98eb40701ca1f9f45657e8393675ae67d601b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9224.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9225.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a49d66a7c026dc97830ac55f8d6e44816fa535cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9225.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9226.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a553312c8e6561d46b131cf3d942c3f1800c397b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9226.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9227.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87adceb2a07ae13e52065a5e8e045f6b2dfecb69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9227.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9228.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea51059591314f782c33629151d524d949b93a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9228.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9229.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6b3c32590c13eb505bec60bd93a6ea759c546d8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9229.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9230.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..587fe4a58d8c0f37c2b9910b6b1348bfc1b15924 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9230.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9231.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25cd35128ff13df0c214bab3fa9105df37188fe5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9231.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9232.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d43e056a5070a608c62faf0ad0eb8247cc24dd7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9232.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9233.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..155eaa27bfb8833552cdebcd1273d148beb18273 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9233.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9234.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c1b19961d09687d848bc808b4c9b4254f88818b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9234.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9235.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fc1d91a44e0c3c7beb91f6a96f924c088eb20e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9235.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9236.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1651d895c025166fae4f11cd64f09c450e91ad42 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9236.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9237.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..334f3c914b1523c139d729f42f72fff93041bbe6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9237.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9238.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04194aa7fe91bd94e1c1184ff0b10f2e71480260 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9238.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9239.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bec0278c50261e9685d9e0d96c3a6fb57775389 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9239.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9240.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..459fe68b7c8178f0ea467ca2101ccc5c68551222 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9240.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9241.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b64343976588d5b201a94b4f24d28fd1ca4d8eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9241.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9242.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb5299fa1daab48ccbb1bda82d5634493bf5203c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9242.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9243.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6615a68510bf85201823a3df595f80401c1c0546 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9243.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9244.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f3f9e58ef8b5cecc458e878d1cc5edfa27f0f20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9244.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9245.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76faf03000c8195ed95476ae5b53a1944396921a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9245.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9246.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56b1162f72c759e6448b8cb2311b4d4d3e03fa4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9246.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9247.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06f0e9654bb5ab96a7bfb2de780f319cbd589ad6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9247.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9248.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e9c034b1716b0b996d6d8a091d0b33590e14517 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9248.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9249.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..303606457c678b8f101cb7571776a1379577f02e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9249.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9250.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3ecb334dffd8ebc4afc8200b465b519900a590c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9250.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9251.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ed2d6a5360fb7d3414bb024af597f824c2d9550 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9251.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9252.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..571395046f008cc406cd93bf9bf8fa2ee88cc22a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9252.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9253.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ba818e9cbca66d46900d0ca4b7d95405a621681 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9253.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9254.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bde795b057eab40ca07648f4129036ddd826e51e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9254.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9255.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57d9885a6a53259e55bfa78c4fad86cda2aaf3e9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9255.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9256.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8431e5001a7fd2794afdbbaffb383ed6007e4af1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9256.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9257.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae6ea1290f2519bc76dda2ae07b4957b1bdb5447 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9257.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9258.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1b1f146027873c6ed17494a435a34b1e6d4ec69 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9258.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9259.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5ca731ae558904f0e0235deb520d6f2118c350d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9259.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9260.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a067a24896614d0e4417fdd5bc5921024e27262a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9260.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9261.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..799922df3bf6892dbe49d36ccf997d9d407f1db7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9261.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9262.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31a51b0d85256d29fcfd5ce55607dfde5d500c07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9262.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9263.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bbbf180ccdbdfe7af2a45b35e9b1fc41ec28e3b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9263.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9264.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ebfcd28cb07844fb6ac3c9774e7c6b83d1fc763 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9264.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9265.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03dc016c2b7713497c9c876b2079a551487293ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9265.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9266.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8de9d9ca5a7b7ba645435ec895e02bb130d1e314 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9266.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9267.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b35a86efe5f6ebd776c85c3ac7b07de7e06f70c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9267.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9268.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..651d6e3c3f570342ff8342ffe3025ebe9dba929e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9268.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9269.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..775e622906eb12aaaf1b97e643293c1822dd7d50 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9269.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9270.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..430f716d04e37b3420125b19b9317af29c010d59 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9270.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9271.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77cf3056d296b9a315dceb6a23b0258c2865ba67 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9271.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9272.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2644f345e9b52015eec127e63ea0d124f3d058cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9272.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9273.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18c1f25f3cb4a248c6be82d4ba1e4347eb003d3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9273.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9274.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d314c6d62dd562e2e29805118081ebadca22605e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9274.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9275.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea4b21c995da67d0a3921d83db5a8b132c6c48e8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9275.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9276.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54e98e8c84b77dbad5a9859cb59dbe6195dba6d3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9276.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9277.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..253bdddaf7ea6924e631ed45c6350bfbaf0424ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9277.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9278.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bdcd0cfeb1999d00aec8b9e80b93b18b138e277 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9278.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9279.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c67ff44e85473355ae0b5446dae7d95c95532488 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9279.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9280.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5df4c83acd71fca0e1707eb64c46c73fee9fc5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9280.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9281.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62b9b52ae2909c2730b54fa4ef84c94685dd3776 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9281.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9282.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7845ea2fb05ae4df0c9e0da0e572b4d396deece Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9282.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9283.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14c7212b075061be29d4cac1a7b10dec85e90e79 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9283.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9284.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c80d214226cadd05ee8a3ecd00068f052e5505e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9284.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9285.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1afe0ce08d96ec5e7c7574283e9a7692bedcba60 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9285.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9286.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c90efa069cd3ca30f4db20b6f40c87054200e455 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9286.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9287.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09e13890a8f6c909b85f2aa1350a85a47bc4f357 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9287.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9288.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38df0bdc22adff63c3c187fb91e10f2b16ee356e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9288.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9289.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46ba65f9c06e00bed246375e14ea8dcd6f3e1740 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9289.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9290.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..287b1575c5da511a5ba1b1ca9d0319e1c31456e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9290.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9291.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fa4051c0664cae667b83d7af36bed1632192ccd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9291.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9292.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81e7f37aac097b8cf93dc445e590ad383f855d5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9292.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9293.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c02e504d221ee32e838242df119c9bf83a73ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9293.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9294.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acf0337960323f61c7a756c7bbac475e8cf0988c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9294.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9295.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa1c4cc274950ed3fac605e929fd93c9c32426aa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9295.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9296.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f7113753dabce23ed5014de883c03f4932f0b8d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9296.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9297.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a67fddaf4516b6b0e587ab9693e2f00ceb34c77c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9297.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9298.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daa1ecb6b73a24910ec77f421fb2d304cc911b35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9298.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9299.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb3d1549f88edf25466fa329187ffd8df94a70a1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9299.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9300.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62ef94b88c8674dbe173417b4e4e523ed94a9684 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9300.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9301.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97568561ce45ed7c2d2e5f70e4027016ff172f2c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9301.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9302.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e417c1aa7e009769c91ba3da5bdae7d3378bc04e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9302.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9303.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2352ff9764e339e1a14a2326f30d22c6913590e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9303.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9304.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01528be3f6cfa812468a55ce6581a3fa108656b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9304.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9305.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c32b556880f20e47ed6e8fee1a6b57369fe34621 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9305.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9306.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3454124a12853d88fdbdb446472a32337fe5e50b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9306.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9307.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e0f983527e3529938c13a29bb112aed8a7ba692 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9307.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9308.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4851cc0615bfe26f4604a4ecf9429b929da242f1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9308.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9309.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a0259be2f32ce2613aea4c3b998ce1e152c0556 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9309.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9310.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd9b5380c07c77f2899ebedcd6cb9c0ad9cafece Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9310.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9311.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e2881583072cae44c6830226c273a0825f0cbbc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9311.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9312.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cb8e1cfaada2eb9dd93d32985f60092ddcf2726 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9312.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9313.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6545bcc8f5bb18eeed89bc589845d179e22ace1e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9313.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9314.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cab52fc157517aafed733c6080779d97ae26ce9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9314.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9315.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..976b34b6f2558f67a7d0d621bca2fad1bc996a9d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9315.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9316.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd21898d2b679e8c2029ae2813dbbd8af0c35746 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9316.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9317.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6873e346a5123d2dc009a4381130d7e62a07e5c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9317.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9318.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4654055d9f79796d3b236565a6c93e48d4ed9b72 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9318.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9319.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cd0d075aac6f2eb508b84cebfeb1ca423a5e394 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9319.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9320.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b715903910479f4ff197f0573477bb785305e671 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9320.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9321.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1219823ce28158a3120dc46280fff0a18b4a42b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9321.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9322.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1c0d6081c623f5973339ee1e714872de349bb4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9322.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9323.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbf1bb650ee33ba7eba58fff973039157957a1b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9323.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9324.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a4f8728979f70f28183425ad65ceb0cb8f8cf51 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9324.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9325.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..550a406c1e8856a0b13484bac159b913a13e50b9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9325.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9326.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75ae1c5d96f9403dee6552bfa451eb33e7dab4be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9326.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9327.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81f72722053a0cda451e8414fe1db844549d1240 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9327.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9328.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76aadd707d52d90a41cc8fc94db808b3c1c6ccfb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9328.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9329.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28d2753c5dc3924d943b21e3df5e78478f541975 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9329.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9330.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb914ced18aa3008a1edb8068e8d91bd57afc76c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9330.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9331.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e3649d38fac8799ddc4432d665909d633c7b61d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9331.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9332.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32649ab11b0b6918f3f09e6dfae7c2ade0b0b621 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9332.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9333.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbcce48ec3cb884b04759133734b104140ae7afc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9333.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9334.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb49f7196f2fc43120356f2bca93e9384b8d6d53 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9334.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9335.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4e4b2e08d15563a9029d19af9516ba1a1c160a4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9335.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9336.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..767ba3915c4179a487b7798e1cf2b5b5c56516cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9336.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9337.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d2827a852031fb2148720101ac84026ae32d6df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9337.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9338.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..167caf25f05ff801af24465249373bfb80a96490 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9338.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9339.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f28b4ced1fe9e3feb8c2dd895f99d3a28c1ed4cd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9339.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9340.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..859e4ef85f34c9f0f96154d10e5e8ed4972cfb1b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9340.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9341.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9db23f26ae4102afb0932f9884d1bda3877f1111 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9341.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9342.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17986e3750eea56690e85d2ec63c20dd65c6e0a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9342.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9343.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1216f991c5062e2a0137d1efd0d333f966d19f07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9343.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9344.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb5f1fe4af40a695c9eec053f05ee6ba3ba4360e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9344.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9345.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15637c7bd108a03a7e773ec9d5c56eba552d9547 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9345.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9346.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ee8f3eaf1b832c291f339f1436b487604eb6676 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9346.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9347.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c4133194b988434241c9c5dbf886d5ee839594b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9347.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9348.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc1dd7d8fffb0f17c4d7baceff7b9bdb9fa38139 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9348.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9349.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22bcac97ae3972c881b0291d4bc43d3a2a9650c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9349.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9350.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77695b6c145b10521ef117882a3eed51faf50f75 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9350.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9351.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..599cc898101c333c25e2dfb330fc682a04957252 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9351.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9352.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20a4a14da6962a0607f924d5de0b7ad536b353d5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9352.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9353.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec9aee1e85f7c1c63ce9cdadfceb6aee5cd373ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9353.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9354.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d26f1962fea6e55d8335d74d4c0a4394ccc8dfd6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9354.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9355.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..724a540285bcb0a029b062f390deb20b7e9c1859 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9355.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9356.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf9f0865be3f5bd0273cc18c37f2fb7ced2c43e2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9356.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9357.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e3e920e6ec6601ebdd2668ddb055301c52b1c3a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9357.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9358.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1841a511a5e5af22147673bd9b8b466961c8e09 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9358.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9359.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d7b6c8abc436a0bf596a2541eab0063e738ad87 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9359.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9360.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d14093388cc8ae58763b2d53226a796c9d833d92 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9360.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9361.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91526a5a5bb0c019a1ada5c58c914a89ebbe8fce Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9361.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9362.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0575516700c67ef8bd27672323d829a664b6eb8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9362.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9363.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6d0e20e30dfa25dff1f752493d729409f1f24be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9363.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9364.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a025024bec2b5260369a21fed80f10c613761330 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9364.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9365.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b7d7c146c091f271f7e62ee1cd517cfdf576e52 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9365.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9366.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..768fa9090c6c645d661fff51435387368e8e18a3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9366.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9367.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0744de42f26385c84158c6f6e1160ac27092680e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9367.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9368.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63c2d40dc277a2fba4165385ac4ffba8e79150e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9368.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9369.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b9730b634d7e05548b86f4435ee09c414f524bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9369.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9370.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfd359c43d68d35bea1a40b5f5d4e79658d0ec94 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9370.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9371.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c1d2fb058da93fa85fd56c155e0da942e852c13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9371.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9372.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..630eaaa772edd3f50b83c91539641050c3ab2be0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9372.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9373.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74a44605c85b4fa0d586c03ee120216ccc34dba8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9373.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9374.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fbe91fddda4fb06ad3fd9c51540b3692ec34e4f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9374.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9375.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e91c6f1045e4caf7ab9ef795723228fbd4d05712 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9375.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9376.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd9af72f24a7834b256f93858d718a57ed822659 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9376.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9377.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b3f3fa308ec3ee791578dffc20864207a5dcee4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9377.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9378.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95c753ecb3eab98c9be4f66031b13d4863da44a5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9378.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9379.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60d66fd10a05e0dc3bec3fa358fe1709adc087d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9379.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9380.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d07bfc66b657a606fa2097317df4947d69ee2b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9380.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9381.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e17315cb7ca03e80b110511c778144c4ae964fd0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9381.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9382.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42a9e4bb935f98d914812acd22b45407cd87eec6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9382.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9383.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc37c134a4341658a4eaa5650861459298fd50cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9383.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9384.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f47b40be4a72970d230b4960d1bb45be343da1c2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9384.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9385.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c23ac5e21ede2fadcf9f82e3373e9aa11b8156df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9385.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9386.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ab3954a64dfd90c23f5a8c7e228f9dce0264837 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9386.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9387.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eaa180bdf3d870122720f4cfe80e745a1094f19 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9387.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9388.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9680bb52e732dd9eaa8238ed21e99fbee31ed0bc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9388.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9389.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3d4a7a6951e0c33a07e9bfd7061038f9b1f80fd Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9389.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9390.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cabd6837ac6755bba69fbb65d76a70f32b57578f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9390.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9391.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bed670daa73a7ad884513c775e9a0cd584b230e7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9391.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9392.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86a69eba14bb01bad66e4b56f4eb03dbe208c638 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9392.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9393.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a61ee0ac1532d2d24fb570c1d4ec7e9838ebcea7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9393.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9394.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a465a116cee6cab3ecf276039b7c09371f4dfbff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9394.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9395.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11cab342cd02a8d53229bbb0695134236557d1c5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9395.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9396.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f0623ea8e0bb5d4c266a71c1448375751a27d98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9396.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9397.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4527584e364377d84d866054b5215152680e9b6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9397.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9398.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4669f8e0b2f8de4fdf6cf099dab4435aa853fea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9398.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9399.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a388aecd2e1b974d83fe16029cbb835d96f51c3e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9399.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9400.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..973e2f1fcec40ad0934c93191fe72ad03f4d0a76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9400.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9401.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ed37ad70fbac8d14b51ecae46e05f792b06ef5b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9401.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9402.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250dde09d91d1bd3c3d4c8ddf04229a63576fb81 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9402.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9403.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..745bf63a8001365bd1fc77c6c8b4b70412a9d4f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9403.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9404.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15bcdc06d053a765eb3b81e4decccecef7c3e60b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9404.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9405.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74069931df29285fa7a94f06bb9750706ac82610 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9405.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9406.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0abc96c66340110c5df938d16aab3c2bb2247da Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9406.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9407.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5432d141305dd020440d155e2fb3ad143817773 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9407.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9408.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f03f30d1f0e752bfb7925f70983eaee313a48e1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9408.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9409.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3aa7b6952f12424abc7c03b63361158e5d7d2b4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9409.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9410.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcdde8eb973b4f2031630416616dddd7e709e9d1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9410.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9411.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add239c47fc1146785813343520a3b583914aa1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9411.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9412.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08fdd77378158b4e685ff7325b562689f7c5fed2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9412.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9413.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c30dacd02493bf6f91badc576cee612cdb1331b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9413.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9414.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da6b18c4d762ed88e0da142144ef4f1cc640c160 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9414.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9415.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88bca8e7028609e617ca3e5b1ec7a7269570c226 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9415.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9416.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfe25bc38553e264a9ab400ce1211c9bc4a87d13 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9416.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9417.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..065350896fd5e5215b660d9dca7e2aba05e74720 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9417.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9418.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24d78fc7990d12e0a5cd7702926d50b4ae61440a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9418.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9419.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed897b535dee78feba45a551cb2a3ce0cdf424ea Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9419.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9420.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e918cb1b9da52086c14e477ac59d37a42bb08701 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9420.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9421.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea0ba3e6535e99fbe63269242bf4027b9ee359fa Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9421.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9422.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c90f1f433a626c2bcad08caf7174a37d553a1cfc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9422.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9423.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dd741500186085d6d8f5d13adb20ca5a371403d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9423.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9424.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..868b2b58a2579e77821d11ff21d555bdd3020c05 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9424.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9425.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c216d649799d09ec90e0cc1b081574f053d5c224 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9425.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9426.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fce14ef253981cbf8e6b8a36b7171219feb7062 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9426.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9427.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbf163b0cfc3e79fc87eb19e4220824127306d3c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9427.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9428.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..741c8bfeef405891a1a24bf1866f2665e4f6975d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9428.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9429.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d789934465d11fb7ab418ffbebcd19158d61884d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9429.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9430.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1488720ac3f8b5e860a05b599639428d136a89b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9430.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9431.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d29bace496a8b9fd622a57af71f12fae5839d9d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9431.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9432.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..984b9d7a9e279fa4d26dc3092d77596952951c57 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9432.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9433.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6df483fd30756dd51d528ef2ae84037b5a518387 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9433.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9434.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c06611b0cc0fd14465335f0767dde8063112834e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9434.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9435.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ba83f31cdabb29b8a29640f59975d0df7f069fe Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9435.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9436.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfdcc3934c1a381f10a6ee8d1bc30c61d85548a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9436.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9437.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa92959b836690dd7f013c707eff021e4035bacf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9437.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9438.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68fd9e7454f66f29878ca35c96caa68a32bbb56c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9438.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9439.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c71a36e0dffa2c68647d88bc6df777c1a10d002d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9439.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9440.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5961402f7493a0f9f18f1b256253bbfe5599664f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9440.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9441.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f83fac3f94514820cafefe5bd20da5afcefbb5db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9441.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9442.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d95330985b2f5266c94b966a40ed0a0b7100ae4b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9442.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9443.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..917e872e055b5e379d128299eb73dd44a9a232c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9443.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9444.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf2cc752cbd522fe0267b8a82bdcd8fc57175bf3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9444.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9445.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7bdabc5492fbe0e2eca1e5702b329f5e3e98011 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9445.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9446.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cd73dedceffdadbebcb3edb69efec007587870a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9446.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9447.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0858ece9fd5398c2476a1abffe95cded92cc84d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9447.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9448.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70f558dc54578bc01bad44e11d9e507698534415 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9448.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9449.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..321a30027a31275b982e06709c88288b204f9617 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9449.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9450.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38167d7564715189a13653db664f1b57bdcd14be Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9450.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9451.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51e433899ba21888f99806aab36b6cfcf5a0ca7c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9451.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9452.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9cdf14eea550e768132b1f44c66e55b3debe8ff Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9452.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9453.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e76297db1e93cf6734d9cf3c22255e0ad12d36a9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9453.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9454.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f2e625f61b1e7c9fa480372572414d0f8067ef8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9454.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9455.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8474e56cfa03f6736bc68b93004a30cfd7d7bb98 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9455.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9456.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..828e2ee43a76c6b91dcd2a96f16d3c07edbc9a56 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9456.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9457.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb8baf464f17908ca38381a670be54f856268c9c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9457.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9458.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3ef458d1d3b0d0acb5230442f5615ac49b7cc10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9458.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9459.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..471da9106ab60ca67b69517b27e457002b0452ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9459.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9460.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6aba33f67978ec7b47366ac9f29cd627d7947ef Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9460.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9461.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5744297e3ac6925fe139c87cba2f54fcce5c0b3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9461.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9462.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ca345e21d9bcb8ebd5486265abfdd4406c2b012 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9462.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9463.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..224c7cd11ba65ee1ae62f1f5241543424be0e0df Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9463.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9464.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..777b05906b27ea7d718353159b162208dc3a8340 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9464.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9465.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65ac6d352a3cb86089ee567e772cde3ff1037324 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9465.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9466.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4d6760735455f183dddd2bc5c85bcdbeff8c3b6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9466.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9467.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee4da135a81fe78dd07f091afdc18895f4f15633 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9467.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9468.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cb93091aa521b952eb9ef2e2059b81739a5f00e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9468.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9469.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43a9819ba036d689cf2b79ebee68c6f830464f9f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9469.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9470.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..937276a0a606b7afa84718a64cd378b2925620ca Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9470.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9471.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7899e00e8c8c9f122b0f444fbbed2aaa749c35b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9471.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9472.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c580fb4776456e97f87554a82cca58ad6deced4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9472.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9473.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6aca2c5128496bf3861a779c886d7dcf6882ba3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9473.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9474.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96652a1fcc66279e3547756e1c25bf151abbf3ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9474.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9475.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fb729ff10759e28189ec9bd8013ca44d909c242 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9475.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9476.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50801f147720b37ed92bc736e1c94b7102c195db Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9476.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9477.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0491ce7e8c70e6129f0a8f9296adba4259db35c1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9477.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9478.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c17f2c934ef392bc4c2c0dd9002489201b79858 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9478.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9479.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0698024355cb6ae9c709d10a698d5c434c86553 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9479.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9480.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe46209a366ea53199f32a17a90d8b872e4983f2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9480.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9481.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dfa7c5ce9da956be407804cedd0680e5db3ee20 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9481.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9482.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1155835613d0f78bfbb3dd45d5f897f5ee491692 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9482.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9483.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8d51672cff48d79c6aac6e706d3ffb5306fb5cb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9483.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9484.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e30f8ce041285df9a89e2763b2459599e3c81c07 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9484.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9485.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25a31e20499e848709b38ae3ab1aadd97bb36d1f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9485.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9486.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73ab29f7bcfc44ff07e7f385782107f1d617c98d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9486.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9487.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bddf35679a1586d68bd8dddb6301035c1513f9d9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9487.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9488.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99826f386343dbec641d3ab7d34e8e22b02ee778 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9488.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9489.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60b15c34de671280d2213eda6b572b6c0a225914 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9489.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9490.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e052ead00c6be33e4f7af897cc3b72b29e770ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9490.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9491.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce8f83104e5e2d6c31008905cb07236598b56ffc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9491.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9492.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1d9f50f683eca8c611ed9effb333d391ca4f914 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9492.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9493.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceb34551d623577c7f012bdbc2350f51f7529962 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9493.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9494.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b7d687d1da4f68295271a9813147a793ba7bda7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9494.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9495.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8048fab2c19bac0b5e4d2c0eb8d6d031a3d6264f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9495.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9496.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a616cf9e4dbd742f657536f1c353c86672096ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9496.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9497.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce304916290c05c0ef9599a46d4ad104d201db0b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9497.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9498.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c23d13ac2f23a7e67b4e059e8c14f1e57a4e3ccc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9498.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9499.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1e458bc77952ee20eab2e02ac3432a3c10b4169 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9499.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9500.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7cbbbff04a50725aea14ac0704464e7f32b2d56 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9500.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9501.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..571de6e08ac40b8edafe5d18f7b649a38165de9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9501.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9502.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7abdbc09cf8af74740a588c64605eebd82b58b2a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9502.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9503.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fd9cf4fd4c46f6aa51f06ab7663c2f1ce17c2b5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9503.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9504.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecdc80ad0f148711ebdfd57ac2958c4a4a19945a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9504.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9505.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96708efd7034266dc618b621a554bbf94f86708b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9505.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9506.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0090c9435e002affcb489fc9ec8e5b8fb492db1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9506.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9507.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2dd358ad7733848c5ca4e3625e4d71aefa67e27 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9507.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9508.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8928714f01268b18e22842568d245129fe7527d4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9508.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9509.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd1d315501413a960271dff2cb43033859116870 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9509.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9510.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50bceb06ea894aa4efc55500361143227c546e8e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9510.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9511.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a9758e689b20984b878abf00bdabbe886526bf7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9511.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9512.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..808d32ee418b76b27817b7a50c2f1199fcf0081f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9512.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9513.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61a034c2ea4c723c7e5c3cda0c8b8435c51df58f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9513.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9514.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8c06b0b579c1b23a4169c0ab735c8ec9bed5442 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9514.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9515.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b839c0a112043787be03c64f0f6ce8d538a34419 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9515.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9516.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..839d2e86756d4a757c1826e403617d4f6fcced6b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9516.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9517.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9c8c4856161a74bee87367f788e9d9a3201666e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9517.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9518.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5c258c3f9e479ca48006165066b29e7364e00c3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9518.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9519.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fe1148c0b8862980543e6ce1e01f6c2e4957b68 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9519.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9520.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2685aab0a48390adc21ee51fef01a77b464e69a6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9520.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9521.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16c09441f64b7b60d50d6335a40d0528f4685c3d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9521.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9522.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b181317db407609117013f7f3e5bf98d8cf7aee Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9522.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9523.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d28a8b1122469206c749f70feaad150681a5003c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9523.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9524.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ec367ae665f12ccd70a2bcae4ba3c8348ab23fc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9524.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9525.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2e6c9e20eeabd03c5311e2391c10006e75ae41f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9525.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9526.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e47780cfb46371cd7765c5df142891e22b92ea2 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9526.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9527.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d425b8c43b0d218d7b8597adca336f134606753 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9527.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9528.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4e167b255755a960a51df805d13a08c3ab0be29 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9528.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9529.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11bda6e1adfe7c8ad82daf50381304eb36d8692e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9529.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9530.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21595c619ba5bd9429ee05bab0e1f7dc26e5577b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9530.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9531.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5299dc5e793f9953776f2dfa19d36907ce79825f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9531.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9532.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52c80f2141d5d6bbd87f16954d98bf5badd9c971 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9532.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9533.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd75f4c092d49ab40066b20922a4e0570afab0a8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9533.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9534.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a92bdb54ead11abc10f3f86efefe37747ddb1b15 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9534.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9535.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e9d86d69d1108c749a3b03258751861953a4754 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9535.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9536.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76d613fef2734eaa0d1e1dbf73d29e76b0675d35 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9536.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9537.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee46cb70d5277f536e8f7a091e75f85b21634bb3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9537.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9538.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d04fcfde24270602fc40d50f5a302d0ec952ce38 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9538.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9539.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..428372cd30f955ea077df0cd870ff90dd48e5070 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9539.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9540.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..981bd5377ef7e7260d34aa2299614a58d7b0e549 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9540.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9541.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..892b46ed0c227fce6aa56e5ff5f559f73f9f522d Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9541.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9542.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..141783cfd77bd2644e8118044c3a01841a775a26 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9542.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9543.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f1553b8f3aaf52211ab55ec9b61d76ca0898525 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9543.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9544.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f5ffa3e041e73a8a316a2243f0df3f710709ac8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9544.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9545.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ead3700456afd53daddc6a84c7f2e0154d1e5cf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9545.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9546.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b501be18265c5d94d06c437fdcc78977ebd95798 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9546.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9547.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2a2517b28a05b1db25a45d50e21a6f2ce292758 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9547.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9548.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a34ec176e6ca9099a04d8c811afd70f067a8606 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9548.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9549.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb0e62dc8c4bf6902c475bc8dd6aac44db161941 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9549.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9550.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e4fc7db7ac6ad408eda94d4e621060e9aaa2a47 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9550.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9551.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfd0a540de8c4b9d09ea981493eb1d76ea7c6a4c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9551.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9552.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbf438cead7982180a849135dac483776dcc30ec Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9552.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9553.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8182c4d3290ae86b39e67586ed0dea0cb6439a7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9553.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9554.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29c4a48c14eab8d78d860f99627e8886d58eaad9 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9554.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9555.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cac6e39effc63795a026ee8a852eba102b3bc10 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9555.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9556.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38b70a039aa21c63f212bea7c1ac0809c605ac1 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9556.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9557.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ed0ccb75098c1ea0e041a7cb4804df7dcd7ac3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9557.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9558.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0243417247af57d6ec06d7ea535eeeaa57c510dc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9558.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9559.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4751f56352a15076451c8d4471ccd8e9a6395f7f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9559.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9560.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9566f0b86b1eea7fe372e1d76adb1aaa30ad39a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9560.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9561.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b30e9821785b341ee4a1c6e2ee7af712a2405bf7 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9561.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9562.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3df0fb573cd4c40cdae5ed3d802288c9ae737ed Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9562.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9563.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c753767cfe38202775578cbcac49fd492cf7fc64 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9563.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9564.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40aa07ff86f514918d96d1315bb7455a3dbf5733 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9564.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9565.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2374ace13ea63bdc523d62140527aa4ec5a677b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9565.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9566.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fda2a1526e8b90d853c9d7e9a57349e9a5201f5 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9566.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9567.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a2133ed0ea33fa7baf93d73531dfdf17ae50d99 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9567.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9568.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1209cd4fc351aa72945ace265fd59fe1398e9b63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9568.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9569.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2e13d367af602a94b9a25d36abed305a2c75b9a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9569.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9570.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56062f95e25945443bffe1443db095b3bfd2ad12 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9570.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9571.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34a6a7d35add09254a622f74bbb2ff9f6e6d1bf0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9571.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9572.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..201d6ffdfdbdc3ca7a6f3b6b80e54e0b56217757 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9572.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9573.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fb2432337f60167c976e5dd803e21842309096a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9573.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9574.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3238fb670c69358fd790bdbe49f160842591da11 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9574.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9575.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe52cd6f608f75b03b6ef2567ff1450969326e76 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9575.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9576.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c0702b203b428b9aa6e2f991bca3db4da10f3f8 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9576.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9577.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..234e14d8e87850215fd6e23c88cf8933763af5eb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9577.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9578.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a06c5c115c5bd1ace36a8a53315edb8cf622ed63 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9578.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9579.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31b2edbc6a4b22b657d72eab52b0b3ec08df650a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9579.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9580.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59b4fa45381307511a1c393ff35fea7464874318 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9580.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9581.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c240f07cae971e16a6f15d2f62ac3fc28454efb Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9581.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9582.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..872203e73ba624ac4c11631973c3ed80c8f48fa6 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9582.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9583.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4190babe0d2a1f221a7a05fb1c0d0d0a4e9e7e46 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9583.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9584.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71b679da702414908806ee768ac9bc3094c81c97 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9584.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9585.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6daed19026ebbeb78348d924fd4fd8907ab44c8c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9585.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9586.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d4ee72d0ee6353f9e9d1ebff4a4f4266edece6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9586.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9587.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..196d5a78f2373b263063b35d4d74d5f7e7dc5d6e Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9587.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9588.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01890c295a46ac434c5ad5d9288f86ff5667d071 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9588.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9589.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0afd6a283495591538ea8c160ce94291b5e4c7b0 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9589.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9590.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10bb00d78717603ebf5c0503a63cb46befe195f3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9590.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9591.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30265bd181cc91e0aec6e43032b5cce4b263b6de Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9591.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9592.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18c5d16e1e01ab80cf079bd957cb998371305bdc Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9592.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9593.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eb73a0ce408a5e521c0a17eefdc7c30e7a45ab3 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9593.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9594.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250fdf68f037a47a15e5f88754120dcdf1c77faf Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9594.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9595.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba1c2c5e363fd6b50f3d94a64a5bd73ac96c651a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9595.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9596.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b87dfa5879e1bc46bbb09a42898002207061225 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9596.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9597.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51053587d1dcc8b3e6669fa96e4cc796aba7724a Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9597.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9598.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41fc3a09ceb47945f9bfc5c517b493c72706a44c Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9598.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9599.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68f2f321aa4269e867c3329eeb40e2b577c465c4 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9599.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9600.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c5e666c3d2d06ab77a6b17898de79883410e503 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9600.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9601.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f2cf5656c7e2a85992db79fb4722492f031733b Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9601.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9602.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..347ea9d8d59a0ea7e90d015b04822bda6ad14f24 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9602.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9603.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3db6a819215bd67a969b81088f148b3f2a599e5f Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9603.jpg differ diff --git a/melanoma_cancer_dataset_combined/malignant/melanoma_9604.jpg b/melanoma_cancer_dataset_combined/malignant/melanoma_9604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b6ab0f08580917ba69981bd8bfa369c6f441a73 Binary files /dev/null and b/melanoma_cancer_dataset_combined/malignant/melanoma_9604.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_100.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82e34ffc78a998ea6f501d61a711feaf6c263851 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_100.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10002.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fa0cc08738bab657264733b393d4445eb56a30e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10002.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10006.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63a9d2e0ec5994cc875d5a7b4c54ac3e350922a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10006.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10009.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b002d2a797739873722d4ebfcfef67fb341225dc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10009.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10012.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad505115625876b2869a074793d7528b2f3d3f16 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10012.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10022.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a9ab3826a8a72d9ae112d322cfa90e74d82c7c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10022.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10024.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72e2c51f72bc548aba6b52e5ada3c1e8188220cc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10024.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10027.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11168d9152243781f4bd749c908d58cb122a7503 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10027.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10030.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3594699da6c777f231099e486bb9bd1840e0c7a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10030.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10033.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d96a4ccd4c368c8ddd9a0fef47383d65b0f2d2f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10033.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10059.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..124fb8aa3a82c661b14b17cbc0434db6a718ee38 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10059.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10061.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6613a42ccc53ff94f8a71e00369ba4a46c447cd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10061.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10065.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a85b6acf4a0889a0830ef2ed96a508ee18786d5a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10065.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10068.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45852187d91768510abef790c6eeac0eccbff8e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10068.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10075.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22c57d4d23e36521eef2bc571bb04f7f682185aa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10075.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10076.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3ab75af5b9ae50ae013d653dd24b9f1d30abd1d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10076.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10082.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b8f81b16921cd607487394106cba92d4b7929f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10082.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_10089.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_10089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c77de0ae9edcce99ce89434d1530a8ecffa1dd04 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_10089.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1033.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..118cbd2969d0d835f5894f62728fe8fcc30ad29b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1033.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1035.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cace6e7db51ee9b8fa87be1409211cfa208372b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1035.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1038.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f2e0abed16f2504e1a4642dd54497f310b150f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1038.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1039.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dbde35474b3be1cd3cf3ee4f1277f15f073b847 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1039.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1044.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d581deeb28d764dd3f253ebf85af0e64f28380f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1044.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1047.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..972b5558c5571b15dc83470c54e5d1cc9dbfdffe Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1047.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1080.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd8b0163b8a65fddee8915d2581669cab8ada630 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1080.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1089.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93c7598b7019b1a969eaac5d70c4187907c2becd Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1089.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1090.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7dd876e42885636ed40f1d1ec41c3d9bb8575d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1090.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1097.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b6c605e045c2efbd034a9533f4ff02174227105 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1097.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_110.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c45595bacf108b30d217e488bb43e6641658df48 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_110.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1111.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f53ab3da3d690197fdfd19846534b15b9dc200f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1111.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1116.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57d447cfe27018ee1db9dc8c43adc8fb5b207440 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1116.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1146.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63571ca59efa3835c17d70bdafd358e7d6d36b3e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1146.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_116.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a6bae2622846aa120ab66e332c670e89ac8197a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_116.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1163.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..913c6455ca0e4058c88d8c676724ea0a36f4ae58 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1163.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1180.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84a3d545937009b40cb0066366f3b554853d6655 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1180.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1198.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f2fbac0bd6e2120b8ce6096860b564e1b2e09c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1198.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1203.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df8b47a36a9806afda92832f119c40a5bf235faa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1203.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1225.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0df577fd732c9ca8987b9b843f0ee6eaa63c36fb Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1225.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1241.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d619285ee157d781370b3c641c0c50ffc5cea55a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1241.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1242.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72f026f9360c4282ea380b411a6d3eaf98572138 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1242.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1243.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d37c0d826efb02e4ee0c76569b717652f69764b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1243.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1260.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e4d28ef6c25aa85a4c1029db2ba9a504e3a7796 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1260.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1266.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d063de36e881cac6577c38088ed67c1f136279 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1266.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1269.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a02ff7a2e89a573ef75aac4731d2bf5dca1948e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1269.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1276.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..decfe4a313044b7cd913d75b66065f7fd747cf68 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1276.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1303.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28b483702eb7997ba8c53f4704c963942d7c75ea Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1303.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1317.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf2be4c66923bc38cd67ff2112da941aa948e9de Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1317.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1321.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06c601797b62d8596dc45cda1133efe94935256c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1321.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1326.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b9bad75667996d79aa2a28b015cde683ab3b89e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1326.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1331.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5216afbefbb9539572a2c7e089d15e29b864a1e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1331.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1365.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25b86e596a9261991b5184134b93201a0525f6f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1365.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1376.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e99a8f7934d208025b38f975e2c04c1821f0da01 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1376.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1389.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5c7948490df80b18c35e28707e5ec94e8445713 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1389.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_14.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_14.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c61f6e3ddcfe51c634937dea12f966bf111dd2a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_14.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1411.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65182420327112c2fe10cfddf5d1668bbdf58202 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1411.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1412.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3525f82d1050f35b6b4b3b021fd21d901c83da54 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1412.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1422.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f631a96e94fb654e73100aaeafe49333f828be49 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1422.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1440.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d5f075ec277248cd8a20bc1a0329786a2443c0a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1440.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1453.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..143b49da33035fda09ba6d9c81e855b5cae0376c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1453.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1455.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83b339ff8fd78ec48ab185d4dec2f8f83f4a2a9b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1455.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1456.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e321569f667b4d477c91cf864329f2896409e89c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1456.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1462.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec73493df6203d6d65792424a4aabbf283aac3ac Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1462.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1474.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2efe201a814c6cd84686d7b7b5ab5aad6dd543d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1474.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1490.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b1d40b1743195b0cd524ad743ea5658ad4d591 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1490.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1492.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aae26099b7959c0e42f6d918414e90a81c04643f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1492.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1493.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ee6b1f1d5c4f5a927020902e29184eb0e72ab65 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1493.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1508.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ac4f418ab4d3ee5b561080dd11a1c81e9d9607a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1508.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1536.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..193ab70f84ff0a9751d1e6746e02e43b83a5c2da Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1536.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1545.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7f8ab769a071e996a633e07631af2dc8e3ed1e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1545.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1577.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..630f316e11624bfb2955ed33c3db4ea2115fb167 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1577.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1578.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb058d1317d5ee9be80ab423bfcfccbe2072a92b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1578.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1601.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f483a28ab7f6e00e7576fa8c84a5674f659a68b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1601.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1613.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..374fc41af57e243957b1936cb67c94a06c3a8377 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1613.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1621.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d0b7da94ef24356db159f887acbdf8fdaf468f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1621.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1654.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4304e38afd47efbf9a69bb722eac672291500ba6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1654.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1674.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35ca0a8be3b5654fd44b3c27cac05edfa1b0ad50 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1674.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1675.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e7f98c6955bfe8db4eed3a240e1ef0bf88fabf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1675.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1682.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..467b64bc890f4daca2074640d46ce775900346c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1682.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1687.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9e8a6a56e3a2235b17a97231b8a55e50e76eede Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1687.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1689.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9cf193fc910a4da5c995c856306ee99697b3f39 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1689.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1718.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2724a74618da615ec18401b15cb97b1c0ce501af Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1718.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1727.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ab74279259194c0e68780f015be27a84b7696df Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1727.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1728.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3df862250cfa9d3cdefeb2b1608f097109f51688 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1728.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1744.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef4416cc6efe72f5882f4060140ad868a4163dfe Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1744.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1797.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27d6db99593a08dcb66779bf4b1823dca9ee2944 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1797.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1800.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60c94e9c26e0a6824288fdb0e6a07c4e26b7aea0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1800.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1801.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ca0df0e7f87e14125e77976ae5ce66dc6f08559 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1801.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_181.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0693171c54535bb46882b049d5a8945fd2ab62c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_181.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1816.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..422b0f4972cbc931beb8f6afe7336210ce011787 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1816.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1825.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07365dd7b3c6076c23f5cb243a9816c5c06b0248 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1825.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1849.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..496e45781740b3bdaf48232bd5823e1c7fff4342 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1849.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1870.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e43bc62d894600110c9d5a7d92eaa4db9c1c781 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1870.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1897.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eed217093d5ed0e74119f6f50809cc5487004b9b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1897.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1898.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..061cfa039a39b6f61dbc59e3d3972bbcce5c254a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1898.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1901.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aa7e4402f9c044954720e6e1b8a8082e1d570b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1901.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1934.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46df7adc3833f64a2e00ca46d183621fbec098b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1934.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1943.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed63c0bf208fd7231e0dc0f7254bae6c48578107 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1943.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1946.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c613d89e239dea5b6b70564b5abbf69e9e2e0e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1946.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1960.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30c193fd0a63008543320b58d2ffda4a5ebc6836 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1960.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1970.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baabad4c2fe242efae79f374bc15d5a77acb0a2b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1970.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1977.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1055bd5cdf9933088878ad0968fcb407b6272cae Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1977.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1985.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..352dcd1e5a518af845aee4295b1caecb07c917f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1985.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1986.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1071050768aba1fc558cf8fb656cc0160ae5cf85 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1986.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1995.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2d066fea94c7bdbb5f0817b22b284d6b2e37f7b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1995.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_1999.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_1999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..759fdf2278bab6daa86b56ebc94967ca4ab8a980 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_1999.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2006.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19b87516020c78934cde665f4aa8d3a2ea805155 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2006.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2012.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2a97cf4c92f939985be54738e6d850c493c8798 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2012.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2029.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dea15cbf1a9fabf843b1d51655e7a2e5fb20276 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2029.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_203.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e0dc2f7be91624d8b68203029d3fb5fa5afb5d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_203.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2034.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99837a2937cbefa8b7b78f748be4ad5297e85b8d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2034.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2044.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0344abb0552796d48c0d9424a065430e477f8147 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2044.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2080.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ad6b9077a38c1213e024914f76200ac3df966b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2080.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2094.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e4d3b02b8f5333468a151e24764844bbba58684 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2094.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2099.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffeacc9ff78728713c39ae284b629fb05eb1425f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2099.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_21.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_21.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f5772bfaa08dea7ec1db2e520735846104d7d33 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_21.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2100.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70be4d1f807c4c4a1789a10ad00459647f3551e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2100.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2121.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff049dadb05c2bea25010674297fcb50f211b9b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2121.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2132.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a70d66f94f79e21eee5ddc4e2040e5afb7a0860 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2132.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2136.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..002d9abd352b7ef1f6d841799370cbbb6a5e0d03 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2136.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_215.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b54c9695ef14c9a93f7a0c01e38de4f486e3326 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_215.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2161.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fda73a3cd30c98aa18ec19178de92cf12e77270a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2161.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2163.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a02f3ac9018657a9afee86034000b1f2c9cd9b71 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2163.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2175.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1209fd2781a61d673526270421bca658c78d956 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2175.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2184.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c502c88ca13428bba60de6bc7129930806573cc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2184.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2188.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5d6b057096a064bc303f58e2b3d91ef7c6449c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2188.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2189.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01e4128936f0390a8b5e16a2331c99568f64124 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2189.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2201.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5bb08e7724faa667b0093ad9166265dff12cf24 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2201.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2207.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb0d9639c31d2219deb6c6cd41c1652764141167 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2207.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2212.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d989deca640a1ec89c24a4199aa12afdd9fb631 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2212.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2222.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30f70346f89a5927b975d0bcda2188a1db7dbe1c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2222.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2223.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad122f1477ed8d6055901a25b90d69c345b7a68c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2223.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2251.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c546626c645fe4ce9d55c67ecb61da7546c1bc8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2251.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2253.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..340587c7ba14f1d07dfc2099ca2c2e8b9ec48bc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2253.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2261.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52370602a6fd005cf8c23784c0705817f4352e43 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2261.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2279.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6183b9dedd32a688b774ba61a9d7e746bfcdf02 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2279.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2291.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daf1c3e3183aa7a7f145a8ceba3ace2dc47fcfac Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2291.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2312.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f47303f351cb8b688c9788519f9b804f8d1686da Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2312.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2323.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c7d7a2173c97a2cf17c49ada846b731f515c5b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2323.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2326.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb7c44d92b0d0799768ea8232a8e379223a96cdf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2326.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_234.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c948954090098c8d37ed6f211691c9494c288cf9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_234.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2356.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b50226c4bcd57b0e2012f0b419daf7a43d40fda Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2356.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2358.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abee52f2a9158752cff01ff7356a37cc3f15f893 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2358.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2364.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1da20b0ccf24204bdef0687ae676aa858570f85 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2364.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2366.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbf2731286019006391e38bb4532ae5dde4e503e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2366.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2368.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6ca4b25be720922457b19a74c8b6129ddd86573 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2368.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2379.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0cca4454be6d45657166ed787b8ea05412683b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2379.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2382.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0b05c65ae976a4ffa476a12cd6acfc47f88cd5e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2382.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_239.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2abe5990492ee4d74d0b36efa6baf7a5321f9c6a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_239.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2391.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06b5572d6690b8e66d2b215a45bd0d37256e2e2a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2391.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2396.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e6dd949e80fe1b6f83fef48e74ae34f2196b610 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2396.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_24.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_24.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4a89884cc43571f0d724921a69115cafbeba7b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_24.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2400.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3e6095180420069850ed3ea1f6f512b4f77f59d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2400.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2412.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..868faba0fd46a1663b7b37bb91ed392de71c5f0f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2412.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2414.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5446a6c25354093b90c8f297a4f9abd6ad56dd8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2414.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2424.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e55b9fa3164152025e1243e0235867f85f3be6e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2424.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2428.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1930d989c2ed5cae01b89756f87c46ec5f20bd28 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2428.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2436.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..217777080a037336895fa9b0c60d08a48e777695 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2436.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2437.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b12b0d087aa334e2d61def6e5d96f1fb26ad34d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2437.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_244.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f9b9a88c4a49c9ca55438a68f46c3fe313b33a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_244.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_245.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1471620b42f81c3c21abdd4efbed7710d98ca44b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_245.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2460.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab630e42c239b5570d8ba776998d16b6618b0d7e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2460.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2463.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f60356bd87bfd32bf1ae1dfb603b655090ad7e61 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2463.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2474.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..909f8305775903864ceafddf863f34b5fd826286 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2474.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2476.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45606756eb82aaa2357cc4b29ca7cd15e3dfc4ff Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2476.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2480.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05f6240752a2059d97fedae578500ee7e6648f12 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2480.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2481.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fb700e6b63b6f941675792ff0c70ff8daa72341 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2481.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2494.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..441736d013008b30e9223b82fecaf65d447ed1b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2494.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2508.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bfc1618ebba7535993dadc2e179ad6ea29fa878 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2508.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2510.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcac2e1a6a5153f1f20ed68647dfc7dbff32f84b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2510.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_253.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4283c4532f4dcd2b85ffd6f6804178135a2dab18 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_253.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2569.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b0c973a4b18ae563eeae53118c2c0a5faecd1b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2569.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2572.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ef4ad8b0327ce71d989dcb27b89c6b2039163a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2572.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2585.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daf0f60773c1a896caeecc5510ceba49058bad8a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2585.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2605.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64a34bb0787f2957f1caa33104cd89065eeef4dd Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2605.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2612.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8f4ee6babb2de5ce3fcd87dfb0704f2ba1b0141 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2612.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2617.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb7826a3a00a7d4b508f1c269f955188f0fdb262 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2617.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2626.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ae6d7ca1b11881f75fa181771fc613066c1b483 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2626.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2628.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c58ed21aa4fb0e58b7671a0dfc913f7d56874173 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2628.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2647.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99e35e0aa58308c8f173e5a649211a27359a98ec Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2647.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2649.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5b5a466a84a71e611fcfadef2d19be66b2d45fc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2649.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2652.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67fefc14d3d9c49b4a2852b415e92c7051a5d103 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2652.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2678.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..973239c1ebb191227f1b5e348b60975d99f008b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2678.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2686.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a7403578c32e584e872bcd8c08fb5ab936e07fe Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2686.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2687.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9db1b2948717c7ea54788d162c89710ad23b8d2a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2687.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2688.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..886b96c957d6d67735b59d4790a25a2bbf7de2f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2688.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_272.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a581d07c8c4da9de99a80c96e543b861d0d79a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_272.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2727.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b5ab089367fa65f8c606f133551cda4dafe6a9c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2727.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2728.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7f803c2875e404e42d3e124383ad2c2818b07d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2728.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2742.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87f49c938d4fc83e305e9618f51c4a15af8b0b91 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2742.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2743.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38c1d582675effe40b4a078c9b2c8606d5699f2f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2743.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2763.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c5854b13edc7eac1417ae1f352b49ea83e271cc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2763.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2778.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53c6f702618d6a03194123f28eb99314edce2216 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2778.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2781.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d356a90bd60c9615ab0de5e8f4505b08da19cba Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2781.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_280.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90334d9e9f1957dd11860de62e4197da94e1dc38 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_280.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2803.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d665077153d7cc9fcbe2b15826c64672b9978a8b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2803.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2806.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd7d452721d826b36281ee7d529c5fc394b44630 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2806.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_282.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adb4a986c919adf5c8c31809c29a1ca7dd8d8c8c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_282.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2833.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..309977c62a100cf72569a9e40ba0c9c989236633 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2833.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2840.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc057f2769ce371d30e8194e7a6cb97048fff621 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2840.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2874.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b0de7cb3199def463b2d2e4c76f04f964d6054e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2874.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2893.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8886a07f40b65432b09ab71c1b3aafa18e291c31 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2893.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2894.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97be5504582a4c9544f340d1097fc4ed79f04ce9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2894.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2917.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21029020ac22c6f8b4381a1caf6d2bac7a9b0f5e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2917.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2930.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4029c3823f59ea4dbfd45020bf70154399d3189c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2930.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2940.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c01db17aafe1b0638d5a3004af656e88f1dbc83 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2940.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2942.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29fe748fac3184e26095d34366a8a72dc4003d01 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2942.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2945.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffb6c9b5e10f6c721369611f90a3b992dba0024b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2945.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2946.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7310435aa538d735282ff753c2a51cd7a68e85c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2946.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2950.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e36b128c287538d03a741075884ed16cf9f67d66 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2950.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2959.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7daaa05a8f4af7266e934cb377ba34ea3d86e5fc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2959.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_297.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb59c9622f9920c011223ed9fb3c5ea9b80c9761 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_297.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2980.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..503ec4472e62078f9733416722103c98cc6206ce Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2980.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2981.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cf691a47ff1388fd4c194fd5a12c941cdb89c79 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2981.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2985.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5be88677e6572fb3f2f85c64702ce3013645e77a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2985.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2988.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..512bdc84ffbcbbee2adab9bbbf67acb97f7e2b13 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2988.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_2992.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_2992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e03bb72e66f3c6f81456aaf00818f5d092edac5a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_2992.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b12e59d01c5a363fc8af6162f6a8d4d8d96692ee Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3003.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6a9423dd19d4648fa353e2a95e8263b1183a1e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3003.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_301.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42608616750df4eb8d6ccb01bc4aaa8eda5a66f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_301.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3021.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9735c4d0968dcbf39557be27925859c7bddf8bc9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3021.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3034.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92fb12b0e9c13887422b0d84bd8c0e3a4f4d6375 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3034.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3038.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62f213cefdd2db83763d02d65750832ff1f50a9e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3038.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3050.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eac59b45eae3f6f1c791f4813687636a56eee81c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3050.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3062.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e50823ed2d285cb97e432ba0669fe16cc443e1f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3062.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3066.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42a719637b57f261ce710da07d8cd3b2d08a445 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3066.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3091.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c233732ae345d4209f888bf04ac13012e0fd7fe Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3091.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3096.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21a945a65536b4d28ae82f5ab191ab6eb724d048 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3096.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3097.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c3ebbf1ee613007d20de839f25b60ab0222e2b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3097.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3104.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31df7bbfdd0500e31bf6607cf3561657c29d4fc6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3104.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3114.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be369995caea186dd77560c3333bc5242042a5fe Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3114.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3116.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d49238c1a9ad3a76ca648e3c69aa7e1311c20bf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3116.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3117.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd0473310db777adfd78cddca36c29b190e2e8a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3117.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3122.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f01acb15673f20458fec01f369b4d5c56af9b1e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3122.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3124.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..128c8d74f3190dbc352d3d46c5073ae24975effa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3124.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3127.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e72e3d29911347c956bce5481d7b8fadf19d599 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3127.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3128.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7dcb0d1d3c53882b726e4fa052b101af560412d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3128.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3132.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c847870772f2092de2bff6bc14809ddb5bced73 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3132.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3136.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f9a01c534fcc6ee68559d682271aaa136e4e83 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3136.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3184.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e4eb9b710f74243ed7b9012f4ebe1a3eaa30f0e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3184.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3185.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea58080d3a7adb7114a2987712eb0c9f2a685710 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3185.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3200.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86740ec12deefd93b257c6db2b532b272da4aa1b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3200.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3210.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83a2b73aff147edc1973c1f638cafc88ecd110bb Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3210.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3215.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..321eb441d256e687e1e9b116382b2ed8e614b70f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3215.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3238.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c424fa2a39efcfd720435b8f54e10296902c145 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3238.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3249.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d45bc87a059b220e2236d4fdd034b92c0b240a94 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3249.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3250.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b1644cfb3583ac97495fae8d2878a99b5e1768d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3250.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3253.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b04f72167ba9f21f619db1c1d9c1de09e1526148 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3253.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3276.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..910e39ca0bddd0fd50d89dd4040c51c41c8e88fe Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3276.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3281.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd3582b11e39a101c0971bc8c6e763df0beb6600 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3281.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3289.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e52213af858e1e9627a00d500c2f26f6e978f997 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3289.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3301.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..360ee0867599ba693e0069e698c75f2716e3aea9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3301.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3309.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb0b773c371225ab751943ff0b71794c4b23ae33 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3309.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3322.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cabfc45f32266229c523398eea4fad55d777cea Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3322.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3327.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e102c7d3e5d555d316f8694930fa8ba48078777 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3327.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3336.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55909ab0344d77d10daff826a92961f38386995d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3336.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3343.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb63eecc2b6cc1a206ea542acd71926cf87dbb88 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3343.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3345.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc7b0243db8c758b21f62af091404d2162928e08 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3345.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3356.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51b8171abf26eff6e3b38eca3fbdfd2552acff0c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3356.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3371.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e702f24800f4bb82d12e3a810752fcaf22654aec Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3371.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3384.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc06ff3eee79dd64e96177374947710094dd2258 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3384.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_339.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6de5c765dec397c91e5a66b720f8728fb15632b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_339.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3394.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27646daa80ac23f0fbceb411e26478afd28366aa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3394.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3410.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a87a5555ba6aea6f4b95a0c468368c0753d185a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3410.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3417.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..951eefe1976ff025d0b21443f7cea68f11dea2db Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3417.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3445.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a464e01316667eba2b016841c8b001d652f2a3df Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3445.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3447.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbfa995b095caf905714c17cd759ce6cd34ba368 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3447.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3451.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c37346b9cccd3218ff94dddd48f218ae197167b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3451.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3459.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bd6a10ebfe6eaed46144a3fc34b60c61117db43 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3459.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3470.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdd86cb9075b893819c78812addacf8455b8a9f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3470.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_348.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6209eafd2224f41f68c6c0252113f04712e90005 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_348.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_349.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e4f6eedc5cbaaa1b68f6a1b79f31a01dc2de60f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_349.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_352.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b11d4c2575a840f8f86742c83bd83f9ab004f1d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_352.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3522.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a8bb2244b71d7b8f812d1a03c8252c07f02f08d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3522.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3524.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd59994155e0ed1fc23d7425085d2b5763efdeb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3524.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3529.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc971c721db6162bb25e0ee7df329f797dde9234 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3529.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_353.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c02bf1e26eb0e7b4b440a1dbe5939e06d863d8d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_353.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3546.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75a5c5eba3d63033cc4b293173a4eeec2b0f8c7b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3546.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3566.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c5f2a8d35993d6feaf39ca80a22c6d90c371694 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3566.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3569.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bae482c1c3df3ac092d64d5b3bc7fbd8098dbda Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3569.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3581.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3607c2b4a775b67efd599caddd4371fd5e59c81c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3581.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3586.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4824f19f74e55bed7eaa601e7c52173a8a71f14 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3586.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3589.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d323ed73aa262c8a1b4a328c22c01fa42f54fbea Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3589.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3614.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb87d02a07efeff86060603c20a10f8c677e84ad Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3614.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3621.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c842e3d079a78f35f56072e6145369fce493b5ee Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3621.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3623.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..637ecc2780aa9910552fb4ae4e85db8707dd8ab2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3623.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3647.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f95099068f4c82417446c127a936342e3e2111c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3647.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3651.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f5a4ca48da9b25c246403dd16493f7db7a5f787 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3651.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3666.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..296f484e1351964373fd7d7481d035515a9ddbd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3666.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3683.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79f015f6adbbbc0fdbe9907fa48b47e336f49a2b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3683.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3695.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d92fe0e5187ff55bb485bc4c428f9352f9965f39 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3695.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3716.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09281b7500e375f1a29a8f3d33baf019e36a2f44 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3716.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_373.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fff6565e2ff7833a4bbc025e96aa9d56e0a527d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_373.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3730.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fd0ed71008277893efcd6124f15ea4a3b1bf3d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3730.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3745.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb96c996fa862933afc34f83c5198f4a6a2983ef Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3745.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_375.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f8cbd06e94472845f0d1d3797589982c31c4424 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_375.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3750.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5676979cad3b35946656e6fae1e77175ef63de79 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3750.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3754.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e5a04a2f140876f23e97fe2720bca19e458da18 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3754.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3757.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1db094653f13c75c4e0a938ec9d119c4ed73ef85 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3757.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_377.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..628c63a678d0049bc32304d94c14b7dcef3cddbe Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_377.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3781.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..030ca59558c1db32f631c0c28bc5c558d6bc779e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3781.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3800.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a1dfce8831e87f7cf97c4fd26b335ad70f17c02 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3800.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3805.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7639b0b2c652efe43773dc83092a3d431975d770 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3805.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3813.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b734d334b7a21c676cfed3b8982ead218b1b20f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3813.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3840.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a969cafcb80dde1c89be7fa024588f04a158362 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3840.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3850.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5bb295e7b8e5b1aad5eef2031e20932f02af6f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3850.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3852.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef80adb3021a8afc671a28e8b8b0a1eb7e332f5a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3852.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_386.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d90794e03ecd84806feaefbb64dcd967ad6d17c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_386.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3864.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..516823d0b18767ad0565c0d44b56db21a735bf96 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3864.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3871.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8717fe5150b0d2c837517f43eb8b3bdd0bd5631e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3871.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3881.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2160a1f2ff72eae561218db724e702b187014171 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3881.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3887.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a0db1a3d36c4b13206557af375630665da8d6e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3887.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3893.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bece801a359b9660f2926a257038a85c10272848 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3893.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3913.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d463a542f72b801ec727bbb4dae16f19bfd492 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3913.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3925.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a62c218c8696eb3f6b7a7f1689084101665de9ae Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3925.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_393.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dadb834fb8a7e619d43ef215ba5e175440408b98 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_393.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3952.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eaed68fbd5e7de84a309646715fe2bff6d819c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3952.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3954.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f30a13bb56c4f138f395d0be0e28ca3f83779e7a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3954.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3959.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03f9c644eef1f94fa4142906c6c378ea0123910f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3959.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3970.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8af7200370672882c31a4e6b5fa1b2486b1c86e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3970.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3975.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bcb46c72fe7e9eb8fa8163f8d4312cbc3a2c59b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3975.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_3996.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_3996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3df743a707481304d4d59e1d7abfd4f4acd46fa7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_3996.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4013.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5febb03959f0d61af477a59662cbc1fb028d3622 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4013.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4032.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..187421875d02876e2414991cf288485f6ab4df53 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4032.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4045.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1b9fc761437aea37978068e6b705a88fbd81844 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4045.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4049.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e451c0a4664c798f1d737e02c7779f7f0df1fac Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4049.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4056.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd437170575641e8f0b63dd62b73fce1e69268d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4056.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4063.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c962646eaf41d7b88f0aa69932b1196784de635b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4063.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_408.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7de010d33454be091241b0dfd44430739ae687d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_408.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4085.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f5437d335ba706d5b4872c762bc818fb832218c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4085.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4105.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9662d3727d158ddebb7802989bcf039a4676b00 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4105.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4114.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4166f7e2a4a74badab5996697ca38a026e2b2b4e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4114.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4122.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..486b35adc2ad6050635202211a5aa88e5537c0f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4122.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4123.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac1998288da82251b13e77db49f22f62f1e40f65 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4123.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4125.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..456517cf315912fe3861fc000340dbd0c8e1fc17 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4125.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4135.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6237b94f0e0c782070bc382d7ffcac3699120ad1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4135.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4139.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54b37b4412215d9bdfefb31e203c7f74fdab6221 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4139.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4152.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3810aa0bc48539220c51cd026a81e1c13259b78b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4152.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4160.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e84fb112bfab87a49ff7e9fbd2673cb16c9550b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4160.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_417.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d68f1a7436876418645e70bb8f2809498d9af38e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_417.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4183.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9be43a33b5be39198fb64abc64c1eb1c7a341cf8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4183.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4211.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5ff1bef4e6a316a8ff404157db13315e59258ae Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4211.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4229.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f52c45a558a7591832dce31514117c9f620f276 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4229.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4252.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c19402fe325ea2c0a5d5957e28156031a821cb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4252.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4259.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c297ac3ea74bdfdeb1b71822cca4846c81a009c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4259.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4260.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44e8ba88d76f040218df7f68e5ccfbe88a09c37e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4260.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_428.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96f9abcd318107a4444fbcbd8f69be5f805c26bf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_428.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_429.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0755c6f79020d652455d27fb1158a18480a2444 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_429.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4292.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6f60794c70932891ac38a9ce0eed5bde84a9831 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4292.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4295.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..395d070de592861d9fa920ce69e5a196eb1b8de5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4295.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4297.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5d606513a69304259c559b773bc09bd495de6e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4297.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4306.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b31118b7814a48721a5ccaf6981b9397fcd9ffed Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4306.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4315.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cb57e409df504d4665b1207f613691f6761dccd Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4315.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4318.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70c40b3d6e93dda518f19e19ea45e25013b6ad04 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4318.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_432.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fae7cf93da2fdf2020ad6d1573e04f0ee9fce83 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_432.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4323.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52a137985d5f2b60c72bebb5c83e5b0b7502f66e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4323.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4343.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4684a37323ff0c07b6a27dca2f7742742056bf44 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4343.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4375.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..734ffe5969cf7fd5337124aa8316ff53f7cf27d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4375.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4383.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9d02cd2bb766591d059b09d684723d26363052f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4383.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_439.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efae1faabbfb1ff4430f7059171fdfd17ee54f58 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_439.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4392.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..facc171af3814b93e154be1ccc7d12b154ccd22a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4392.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4393.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfbe6ab24e819525f76b30ea5381fa6d95c5820b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4393.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4397.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..784608f38545a07437071f145d2d6fa3d7ba85b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4397.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4407.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f2acb8a2b65e9c64703ecf076c2d704a0bc6e4f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4407.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4418.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1634423ce42d9b3cdcff83db91c9205b59383093 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4418.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4421.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fa8fde1fe924b45a04d310fb97579056f38bf42 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4421.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4423.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d054f313dcc0779b5da8a7935a0ffcb0525d481 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4423.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4428.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ce4d9d627094cec82ea55f3c3e87ff4e0b23d9b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4428.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4434.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0900950e362e1f43d6b647750ff1b06f6e7baf96 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4434.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4439.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2eee445237afcb9bb9a20bc5503441b8d6521a8c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4439.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4444.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32ab144077dc1c32af3c378f3ec29d39e27faf31 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4444.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4446.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71a258c85f9ade81de6397f0593ef7c87a28d6ab Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4446.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4454.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be6bdc160e4040ddfb75eb9a9bcd60e9689568b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4454.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4464.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b7b061f7bd1437419b8718ddce44addbee375af Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4464.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4466.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd2b3fe145127a4d60c0dd346ec27af6a421f09e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4466.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4477.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be7e72b432d74ffaa00f756b48be6e0f07e093d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4477.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4479.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef5f6d472bb88f55f2d301e4bd9a2f0b3291530f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4479.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4483.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffb042bdbd24bd1d0b969b19a1baf26c2773dde6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4483.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_449.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3551eae4d84d69e439bfb56b62f5eadfa78b1e91 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_449.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4509.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de923370cf3b7aee873d4821c747100fe7e99f5e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4509.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4520.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91672313b57131450cb5c9ef9f53990bb7c8e769 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4520.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4522.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f0ec8deb0dde0d076eb0842907e23a579c3b91 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4522.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4534.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54aa9a125336cf01f0223cc3b1500ae1383463b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4534.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4535.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..003d7f2621ffba038944c20968239e58dab4505d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4535.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4549.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57e19516992ac6155abbecd922036a2f71abeee5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4549.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4573.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17aae234e8ec9bebad8214176a2415c16212ca15 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4573.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4579.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..777cb2d631def74745da9cc059a808e96ce25f28 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4579.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_458.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba636ff057d01bfdcce84ab5dda1e9390a45e955 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_458.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4588.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aaccd00320b7bdb59e2025a505b95be64e4031a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4588.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4593.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ce6196c452e2f744c3aa6a7cbf716d85d8221a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4593.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4594.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f748e47ed70c06fb05645dee5eafcd9b7d20d9d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4594.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4603.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54a316a4a99ee05df57f9f7b8a9a2487ea821fff Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4603.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4631.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ffc892a851e0e91c5056d8f7cd630376f24d666 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4631.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4634.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fb2b79799b10eb525ff10836370bf37340eda4a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4634.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4636.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9330ca4c90d2a2c709396ae3be1aa37d87532dc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4636.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4637.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffcb1aedf40cbeeb05b9fec5b480b4bb7ce2841f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4637.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4646.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32bd7948d5a4c87afbc3af00b37276a5d933f571 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4646.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4647.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83daad71ca084490bd0b17cfa459904342a3acee Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4647.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4654.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b43069a8596836fc5adb74cd0e93aa90a30f5a74 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4654.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4669.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e54c3635acc629908e371b4409038d0c1c18728e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4669.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4672.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1def774a827d2ac9b93be1911601855d76dac8bd Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4672.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4677.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82ffc3c75fa88d3f48f9db2452832a71328602eb Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4677.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4686.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14d18a652d5dd5aeb8b20e39e7ca2d8c92070c7c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4686.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4687.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..396bef98a040fb0ef204f0298f4613a16fa4f3b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4687.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4689.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a33be2333283274e9e86a8e91cb956dd4fcf4c50 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4689.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4702.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ded5e1262b8d6ce7233811daf3e967236dc7fc1b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4702.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4731.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d219a798b9b95d52273f54098e53f1d49ea3b7e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4731.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4735.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d21679e7e773d2d5ae003cfa0fe9f0d9cc0e7ff8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4735.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4738.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e63daccf1c172fb7c533741e26ec254d07b1f8bc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4738.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4753.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddcbc0db7dde1b970831927679aa57b34aeb163a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4753.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4762.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..058c672d4b9822bb1d16e1e2e5676a1c5e252ead Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4762.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4778.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3fc5e1f7cd3edfc7c8b01f16350913b3258fdb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4778.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4780.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c01a1b47fe267fcfd8d7ea00388ad979d2cf1d84 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4780.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4789.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..278e69fb16641d4b696876be7cf0a78b2b017677 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4789.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4790.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14703d42991be710afa38917742ae95de7be0d26 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4790.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4792.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a97979bbdce294dfa67ffc07feb00970a09cb6ed Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4792.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4798.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..475eb4871950661a1dafb6e1b496703a9c168cc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4798.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4826.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd11214a2055f4f386dffe0ef8ed22b96c6e1274 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4826.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4829.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5232850830a296583e2e9283881e5b345eb2ea4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4829.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4833.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b736fddaae8d38c42b71838b4cbf0c4c76ebfb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4833.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4834.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e92c72bf5f3e33c0d3ff6396b3db4fa1aa12cc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4834.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4849.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38c98714ca941e880b72b2f46f4b6ff91423b579 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4849.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_485.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de428c6e80c07be53127856307408a6048e85d2a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_485.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4881.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2882657ac3da969da10142c65f611959902ed31 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4881.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4892.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b21f6e8266f3500e0e8b07df50579deef6e3ea3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4892.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4915.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40d852108683ce250662fa5596f383013537dacb Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4915.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4931.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cd84bb2f387371da5e2492dee3a0d66bebb4ce8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4931.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4949.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c70fee2f8071617697e0515a81d481341c878c47 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4949.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4973.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d220d07ed5621893bc81f82a025b931b6d2d0a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4973.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4983.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8591658d8032d2e32017d1f4108502d2b0262dc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4983.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4993.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78387816196bb8130b9ab0f7d4acd2f0e135a633 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4993.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_4996.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_4996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bea61c086e41aaa7bc5a50783aa072716cbb4e27 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_4996.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_501.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3482b75f37d4cdb63e2de7e6a6381fd486063038 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_501.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_51.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_51.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7fa5c8d98ae9e455601b59e2659b24e074af992 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_51.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_510.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d6094fcaadca54f2d589adf9cf8c37335072bb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_510.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_533.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7db7ef5bafa6235df6a1243cd5d5af37e6ff13d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_533.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_539.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e29a1121e4278ebfae3d76122acace07a84a4c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_539.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_568.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a07366bd3e098d5802a7ce5b4323d84dddcbe03a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_568.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_570.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38e6b50ab2ed4bd84801833d144f29d08bfa9c68 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_570.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_573.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39e3eb672f3cdf7c8896dde83a3bed139f0f5d03 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_573.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_577.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98338dd55a355c552b7065a4f296c470fd8ea657 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_577.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_587.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a5e58d042607b429bce5d1831a3bf9e179a49f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_587.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_589.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7540ef33f47366de7b0cd271760641fa187d6360 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_589.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_594.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7abed13b965920bf1f3412db5dfe96f7fa481631 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_594.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_595.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..750b40847c4d7cf2c9cbffaa081fe5de4f140931 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_595.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_600.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66537651f1d52ce5d19f94018e9801c11c66f228 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_600.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_601.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..834d209a626cccc7732a26313dae0b31f0b30d91 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_601.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_624.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95b7c5c76bdfa1aa1f62419da338041beaf3d58a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_624.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_635.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98496b4a0ce949421c072d6474854ebab7d937dd Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_635.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_637.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7921f5a799488ad227abedf9d0b22e0368599ce4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_637.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_652.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fc73629395283358f7866c46a8d4f51fc98100c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_652.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_655.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..530ff0c6e05446bfc79e4eadbb1c8cf1cd6c3180 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_655.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_66.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_66.jpg new file mode 100644 index 0000000000000000000000000000000000000000..380842c6af0a69cfa0d9328838a23ed09b6afdbf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_66.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_661.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acaf3e2d4fe81e85ecebd2c318b0c6fd534298d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_661.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_664.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27ef3da2a6eea02e07abce88b8e22802c8b96c8a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_664.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_669.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2104bd84da78f118daa890b55a9f9995dd8fa4d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_669.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_678.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dbf5cf258590cf6cc4730da1ab8a1ffc48a5c82 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_678.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_680.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0354c35e63fa12e20b624663d0014afc7c158dff Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_680.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_687.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b578ba8b24da3e8208e62cb17f60a957a42a7204 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_687.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_692.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf946e6ca3a85fcd75033b38545dbb41234e8ad1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_692.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_699.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56a03d469eab9dc682792dd1ae4cc8e314e21df9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_699.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_7.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_7.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33b37531d9a84daa3099b6f1a8848ed0f7e56f86 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_7.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_705.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..233c8c67d0a3609ca5dcaaf6d5418ff02aacb072 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_705.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_710.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..895e5dedd7b630e5b43c79fc47cbfbd05eb82813 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_710.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_711.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84ccaa7592980eb0ce4eb36207b78596c3bfcb69 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_711.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_712.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a38dd0ccd168c2103f4464cadcd8db9e767922f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_712.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_728.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87b45742ec7f958b457cde66a96260d87a710da3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_728.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_734.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f57c0972509548fb5281550e77ccb9b27d1d65d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_734.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_741.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bab0427397ca1208e39417ea2dc47abf16522fe4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_741.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_75.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_75.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff7bc9c28940a50844b03fb8d9d1a9002fad0f05 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_75.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_778.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f9f007742c326486473a21ae0ad091a20654873 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_778.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_781.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84870a520c5fa7ab319eefabdd856a73d4f28e3c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_781.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_792.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0802f6fe2cde43e54938659c6241b771926d650d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_792.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_794.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21658ffd462e365677ff635163ae36d99a2d13d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_794.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_801.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88f193fa229667b62f1105eff2dce01a9856f4e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_801.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_803.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b43b204234bbd2817c43df6e2a71778bbc6b8257 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_803.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_804.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58afdd3e0a481c047c92110625c677e615c5a726 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_804.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_808.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691a1d0586bc7ea8d052004085a8f6f2b3aa001a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_808.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_817.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6152a61ce76bbdea34010469c5da662ce84fdb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_817.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_827.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48da8a4f5f9229d71c33effd54d360b179a490dc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_827.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_837.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..779a6a21072088f8111b5990e28e110f41f18b63 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_837.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_843.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b00ad645335f36d863c383d829046253d651b5f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_843.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_846.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..678ead17044b6c420e16c1fbc41e3fc430a141c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_846.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_856.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d25c2ec72704314b60a3decb780f9bc3ec94d67 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_856.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_857.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6096deae28c6f91729d60f84c0edafb37d990230 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_857.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_874.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78af549c10b8020529abc1314d9b3a01ff42de8e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_874.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_887.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3773cbe8e1a62451070e70f80de157f3ea020770 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_887.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_890.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4376b10452225bd326abf459b8efa98da3fab02b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_890.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_893.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69069759114dc25dd1f0638bf19a098b3d8e63cb Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_893.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_90.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_90.jpg new file mode 100644 index 0000000000000000000000000000000000000000..043b132d2bc5ea50c68f786f510a81a9fe082a27 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_90.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_910.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a3404621e6c7345576d78a4797a799020ff2c68 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_910.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_924.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5040e6b799d04023e0e6b2d1aeb292595317d918 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_924.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_937.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdf034e6119d146764191f08009bb9b826a721dc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_937.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_958.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b57db7e5c915457897224faefa724b387d8812ec Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_958.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9613.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c09b23a4722b85d0b43adbe7e40d57f8a185f5c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9613.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9618.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f760561e10265118de6801dbd8f6d0c37e3444ee Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9618.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9622.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5feaf09f7f7fa7d7717d207151fd2e8792712d13 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9622.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9628.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..859c9867ca3d9def0080998ac217c60b57caedf8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9628.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_963.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..921bde1e2814c8d60afd8a261269040993140111 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_963.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9636.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0e4d0db9c6bfd3f23ac43f498e3d24b9de863d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9636.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9645.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e3904f354c420d50dc4dd51bbb1faaead37cf31 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9645.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9656.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a383e77014b9c09332b1a342e99a4cc58bca1fa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9656.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_966.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de519d17d82b1c97627a1fed8125462e3b6f527f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_966.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9674.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..730e9a2235b8121c9489b70ecf0314d4b846ff0c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9674.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9677.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e0a97ae7852813c7b19ee4487933fd37ed766e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9677.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_968.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..525314ba6d908b21711c5baf83b4444f50ad7718 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_968.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9681.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b96a19db26d6676d7b9d64372fb60ff080f845e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9681.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9692.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9686e984c9a089742d45a298ab4e0061b3d6fc52 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9692.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9696.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1026c7aec4b3e10963bd20eabf840f5dddd86542 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9696.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9708.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff7f26ee79fbcbb34e2dc4813b56446bfcba944 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9708.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9714.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..144edb004c4ffa2a4b9123546ea7d277b9377d1f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9714.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9721.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8441e4df5fe21a7c0d9cea5f523f52c3f9f6ab9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9721.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9738.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..397a7175666f5558f6cd3f6247cb6be2609c7997 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9738.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9743.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1ce37d2584226b6e503e9e0bb89809293b548d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9743.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9752.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a6c8f60b85bfaa052d28e7e7fefda9d6475b560 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9752.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9754.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ab5948672362571bab496cbc22d819d5f74e15e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9754.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9757.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..369173535dd1e461af3853f5171f8b40634cf57a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9757.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9778.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aed1146f5cf4044b53a7e3456de9ed664739c8e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9778.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9788.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..090b6e0323a8974a035f640a19e4270945789194 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9788.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9791.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a54f29a9ddc2a3308941960a661b247b8e89cadf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9791.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9794.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d419941ab89e7f59464f22a896ab63d7ede094da Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9794.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9795.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36ba1c6775271ebfbd223e63132ec839717f9cd9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9795.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9806.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3938545628e294acbbffecfc84d8de636f123dc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9806.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9820.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4be1ce6616592658c263d8e08886487df9fa3ced Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9820.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_983.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1c7ab63515851c1833c60c10ea3fae640237adc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_983.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9840.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84e414a05c4ebc0a5d4560862a68f022b45e64d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9840.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9845.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052df4a1a7f6185382902bb4d6d81cd9a747fa71 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9845.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9849.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd1fede8d20b824b56437abb60c9795271464e5f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9849.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9853.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8591e0fc38ba0678e8d02f1ef63c36a3d90ed6c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9853.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9856.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c338a3710508191db5d8002da78dd8057404f223 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9856.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9859.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5162f6705b525df26de13301c073590426c34fc9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9859.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9861.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..429f961238d4f65987875d757971d38d60fdf94d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9861.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9864.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc095d42d6e8de8865ec92af5fe45b06d12a4359 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9864.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9875.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edc40501e9f2ba241a505e67d0fcd7129b87bf7f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9875.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9876.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5ce6454046614a0d6294a9cba75422f52de4c35 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9876.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_988.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41ee1b9f8afd548fc183e8d5fc55e055c04044df Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_988.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9881.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1213dfc54f70b2073b359c5f9422d3d241323125 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9881.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9888.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4955da30163f622ae363d2fd4d00746ed37b5adf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9888.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9892.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a7f4208e53bb9f7f6a0bba4e8eb68c6e3e683e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9892.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_990.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c1d94a163f834112bc77037301d89da651ed417 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_990.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9902.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcd936f614e87f36d79d1ce6d62c3fea1cbbad24 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9902.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9914.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8be02a76e77446c8ff3c7d4d09c4118c0a73ca3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9914.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9916.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0be381d499acf991a9bd6127a0b1851c7794b99 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9916.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_992.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb41fea414244fa9721fff30942cead61f8f66a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_992.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9938.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef4a07a4e4c03d35ce7148f13da8ff8662f895b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9938.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9950.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e03c38dc529c6cced45bab6752243e66e1ac445 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9950.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9970.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a155c239c7d60a8307d2f44981f37da9e054a7a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9970.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9973.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a33ec9dae24b99b0e859752d72c91d869d566e5f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9973.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9988.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d26cc7da15662f5c193581a1812007bacf392dd4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9988.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9991.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84ca3c6a0d9881665f1e1e2ba7002b877e513fdc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9991.jpg differ diff --git a/melanoma_cancer_dataset_split/test/benign/melanoma_9994.jpg b/melanoma_cancer_dataset_split/test/benign/melanoma_9994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f77fd240dd2f409f5c8fc8ef2553fd5117db335 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/benign/melanoma_9994.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10106.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7374b3a6a160870e30b1099db9af7aff877c5871 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10106.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10109.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44d23fd954eaf756dfd06faf590cc0afecb8bab0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10109.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10127.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86977d016d210ff3adb91d17315a763f9e5f060d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10127.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10130.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a4611d9d2c2ef7dda5049ec461851a3e2a55dc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10130.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10140.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07098a4976366a759b9b632ac863595e1f299289 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10140.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10145.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e80fd506e6a7e73fac02d30789b6815c10893bbd Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10145.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10180.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7fb825250a3c1ab7c1af133e33ce4d37f3a70e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10180.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10181.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3554248cece67bd0422ddbbc50ad5b89ef07bc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10181.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10205.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eaf469bbe863899e8c335cd4937e9bf3a0f61ea Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10205.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10207.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01c42780176a5edea649a0be33852c1b3663b654 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10207.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10215.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38eb5c0e162f994b1adcdb5df223b1243b1b038f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10215.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10221.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7cb53c5cd08c9313672d2ad61ce675aadacb29f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10221.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10262.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70f944c257582f61814a7e7475427cad8508b268 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10262.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10270.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d029218e9d390b3277089bdc8c780f7a8a791d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10270.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10275.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..186a95e9ee7418dea2b55637c36ca4496b7214ad Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10275.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10283.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff220a7b967b474063b0680771ac2cd3b6957dcf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10283.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10286.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f62ab2e01c26ba3333364b75736f8912025a4c2c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10286.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10294.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13ad80f17e587d8a78dee14822b17cf618c4f9d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10294.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10302.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad08844fb97533dbbe66ff3dce32a6e933ac9f26 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10302.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10304.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..825ebd79c7c868754a7d014df17328aa734f18df Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10304.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10310.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e5fe905903c1ae69ca983fa077691d116b56911 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10310.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10312.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a52b2511fdd3e62e74824a0c2f231f4442165836 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10312.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10330.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..096a708e9b21e3fb5eafad0ac376508ad31a4021 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10330.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10368.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f185630938e5e8c9555b48f5ffebf10703ead69 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10368.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10386.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..085410cf5a8a045af3823c0267f1bdc976a675e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10386.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10387.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7562eed3dd516895d81fcbabc1685bc6257b6341 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10387.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10395.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9035584f07ff32602f3c8b7d578501cb3fe29ec3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10395.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10396.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..142b3765b8209f912af6b0c6272d0d0e2f581912 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10396.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10418.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..556a0890571ba1be45b25a7199ca6946d37e29d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10418.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10439.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a625a09f1c97389468ec8843375c22946b42effe Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10439.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10440.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b40257a458de1ffb2e7c1989035fb2520eccf3a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10440.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10447.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aae0619dd3d17c657795f3b35048c13142f58f56 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10447.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10456.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..109381e6f66bbea15f51bdbd946f6094b5e1300d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10456.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10474.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48f1c8120e5992d52ee391224b3dead151610c3b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10474.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10502.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbc28f7643a63d07bfde48a770c6ecec1b5ae55b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10502.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10510.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d87fd1818b8659f0c7d17047a5763b05444a278 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10510.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10512.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c9859afbc0a3bacd63e16fc6ddc65b061b00df Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10512.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10517.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4077400e79ac855030d1656b3184f63b220078be Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10517.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10519.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4624d3c4b4735bf2c0c51f9c7ec30006d459a87d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10519.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10522.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..412938b412f0f5a8cf3a1241fbb52c03595c996f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10522.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10547.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64477156c6e748549f447bf9bdf8ee1c300fb4c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10547.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10566.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f843cde78abb07f8f7b4c643831cb73f6d1d7031 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10566.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10576.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3b6d60fe2c3d4d4fa38778944423a10ae54d716 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10576.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10588.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39d550a30df2a3e10fe1859cd755894689b04125 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10588.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10592.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a1af0161e81b578731062cb63c5dad84ec949b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10592.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_10599.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_10599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11571463f329ad6ceabdb926f91ac5d573334de1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_10599.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5012.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7806b1ac76fc00462d2287998fe15666117ac161 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5012.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5015.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bed2e3692fc08a9b78b26170c0dd74fc104aa389 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5015.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5017.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6014bc8daec016f3e8a2c6ff2e1a4bd0d528b84 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5017.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5020.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..568ee1f9a2400528835d334833c967dd4768a6fa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5020.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5036.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..656c4e284b3ca6ff9cd6150ebb586187ae1b92bb Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5036.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5054.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17f7bac58556977a6e423e9b240d111c8ab7f204 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5054.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5055.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba3c4970ad2cb1e6fccf39478c68531e2bfa8ac6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5055.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5077.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcd876a7ac1b72ac403bf224f1e1226678d7f998 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5077.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5087.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bb712ce4035b01c5fa9a499112cd2fb3eb3ed44 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5087.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5092.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b255ba680c817c8602e999bd670357ef31877f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5092.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5096.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85b96a1573ab1d0175f0734b96ed3fa7512be24c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5096.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5107.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..979ec18ed09eee61fa01e20c9859b04eb9572af4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5107.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5115.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d32b8061a4cbe8f5aef2a275302b3cc3226455cc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5115.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5118.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fca5edcc2f80515782176a6e679da085241a6c79 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5118.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5125.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1747fd3fafb87b3709d297d470019b7f788690f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5125.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5126.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59c856a32f9f3205b712e80ffe79b7ff5931df8d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5126.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5127.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0f893d24e7b0b33247af384bcea039db0fc167c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5127.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5131.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fbcc5034b8ec42e060eee2729aa36dc2b237ff2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5131.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5135.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e25b11acffe2beff8f1ba003b1ea0feb094fd90 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5135.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5165.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcb13bce5cad5a47386e00a52486258d561cdc9a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5165.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5169.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b4afdc4fcb8e1ff32c4fb0e661b8cd891b3c586 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5169.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5171.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7050788b03e300cb648c79b66e4ba93e16f6873 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5171.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5178.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc5c9d04e1606fc4997cf17f632e3e751c6f5a01 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5178.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5181.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4afb9aaf2ce0ed5a59dcfc7eb9b5cfbd07d700d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5181.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5183.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23ff1826a1173742b4f2625433c76c9a23bb6499 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5183.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5192.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ca363b8f30907ddaf47e184c99ce71a77b34fd5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5192.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5201.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4cfccd89d85ce493eb4d368ccb54a822eb6a1a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5201.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5205.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b554762649f3ea050315a5baadf24aaaa27bd88 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5205.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5208.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e0414c8a7ff61e2bd425318ef86c11b238631b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5208.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5215.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62d07705f5244b4a3a2953a9fc5a9125d35080d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5215.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5217.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fac3b67f38a1a9c8c144daad725f0ef11099d67 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5217.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5220.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7129f61a2cc68b7fae10c59e05309bf30bb2cda1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5220.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5235.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e565be8b29abde378fb7135dbede22ab4b97fb43 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5235.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5253.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61074c3051e32d5e3d849274622700576410cbec Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5253.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5269.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c07c7f17e5d3987a913b1ed0113cfd5410fc4b97 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5269.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5270.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d246406be3846d0d8cfc443456ab3ce62335534 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5270.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5276.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b140bab37f092a50cc822075187ee5c186acab1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5276.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5281.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3d4cc4dcba4760303cc63dde3c07c3f54801926 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5281.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5308.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a09459309c269859aa63d501fe6e7603ac6e126 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5308.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5342.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..383aea011bff0e08fe7c53522d94fb08a1d7439c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5342.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5351.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..610c19b7614b323ceeb9bfcaf5b8fa802df2b52d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5351.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5354.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e3432b176992c6feba73beca063f4a28739c7e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5354.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5368.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2413e8cf538ed529e02e75404a016e6fa96d9cb Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5368.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5378.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c004324f426f30357f8dcc94791dbb1d9fe91526 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5378.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5382.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be76ec89ef946cf0a3fb1a15826a9eb7f602cbae Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5382.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5395.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f72f6a310152ca5724a5be1328715addd21b692 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5395.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5442.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b3c6d467ea5406c31de6dfa2be3f1115140794e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5442.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5444.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69b9ac751b104688887efeaf5d48597643f6c9cc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5444.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5457.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..840fc5dd237ee1369a37a2015eacd32de6336398 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5457.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5460.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15edbe7f99da8f52b15dc70917fdcc36ef74771c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5460.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5491.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8d6ded9134910b1e9ae8652712e5a509d0ee928 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5491.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5506.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26921098558b0894aedc3eeb40068928ef57dbc1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5506.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5511.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0ed0b0a35b7450c6f464fb2072c64ebb5669e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5511.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5514.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..944daf81e83d32cce493d513e45a1797dc73d73f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5514.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5524.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfc00e17e281d5a8eded080d2d9578278eac9359 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5524.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5533.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cdbe327c1afedeaac6a68ed41a77c2cc1433a09 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5533.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5546.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b40858046b8178c1ce580901c9650e0ba66392d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5546.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5551.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..643e206a0851af2458fd2dab47d6f961803ba483 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5551.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5568.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9d68e33d25ac895c69031cf41b7ec380214ad66 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5568.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5613.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0158a2ae56df719f8bfeb8165947b2c4a1c1ce4c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5613.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5615.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9359aa4d41955a5790ed8149daad58195ae3483 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5615.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5625.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..210242e16e73bbbb599ff78d363c30345ff984ce Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5625.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5627.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79c219a9330270e4cf3ca44851aba033ea09a2d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5627.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5631.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3edc50fa42d824311e0f40cefae315fd9f10037e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5631.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5639.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9812c7b40f582e25e8f81f752cdaa693b279fab9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5639.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5641.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..476fc2faf407f7edf0ed6a2801698d10fc92f7ca Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5641.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5642.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23b9390d1902f8fb4ba2f1f44fb7fa8a06a9f9ea Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5642.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5662.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94bbeef996c2af6b02ea2499b09c0d30fb2936fa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5662.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5667.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c93fb71eff0328e9a025019442304ed24eca172b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5667.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5669.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb9fd26b5cb6c3ba116385724261bdf9e452a408 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5669.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5673.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88c64711a1eba60c9486d4da7e7190d377bed5da Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5673.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5681.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0924c205b0acf3f809261cad17c5dbd3d46429b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5681.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5684.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2f232e3293bd314139070b487c77ef14f6aa7a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5684.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5685.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7635907706efdd04dbfbd08ffa5ab0250a29402 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5685.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5687.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8971a2fcb7395d7b18ad372f74a9288d30f98aed Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5687.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5694.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa5b88b189b09427853755e2022ede1d09056e1e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5694.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5699.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a8f0c898d4fd9446760321db34b3ea4efd18ef4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5699.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5705.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43e5fa6d55d134f0c0d53f8b36e1b7c8c3c5680c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5705.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5707.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6000e06442adb3fa620ba1358ffef2ae1aa3c6e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5707.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5709.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c71ccf9f2abf30b75ef7f26f88e9793441682af7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5709.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5710.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b8b4f8cbf6fb1a36290818c46b4deaca424fd50 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5710.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5725.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c87c02ef4491224443faacfd568e3e1b3a8e11e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5725.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5729.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31a95154a5e2f05a74fb0ae4260904029ae37d8b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5729.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5732.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d6014f26e53eac331b3f9083ee63263d7c88dc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5732.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5740.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f50bddb660d8735f675d218776ca096630e9b95 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5740.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5752.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adb47b5bcf0f4b97414c6d9cf670fbc6ecb9ea60 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5752.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5753.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59c725ba2d237c05755b2f8e3bc14fddff6daac7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5753.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5759.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7356bf1729a722f7fc3649c4179e6c72a5945f0d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5759.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5761.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b071b9d3849bda60b0f0d66598b726361c603de Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5761.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5769.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aec170b90332f50968dbae108c91dba93b4816fc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5769.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5775.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00af9d8495619a93cfcf0999c22163d9db123787 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5775.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5790.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..485ed9e3d2d83922f2b717031da80578c92eaedc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5790.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5801.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70fe4c9f65a0a0715a2ec23a94dca7bae7c10dc2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5801.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5810.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79edba28d35ba90a3f867efdc8854ea1b556260c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5810.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5822.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1667a8f2631a348dddd4c1ece56f584464f5747f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5822.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5833.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3611244131a027857dd09b45364e291d8dad2fa9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5833.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5837.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af2f659baf895ba33d9fb5465a899304cbdde486 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5837.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5839.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..242e236b6d4571f4d158e3cc3a22b8683cf7c3cb Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5839.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5842.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64a66db9f1d582ec5ba33ea4f8bf507e055b51e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5842.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5851.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c5b4d9eee7e8ceddb7f229ef68fcd2d9ef00486 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5851.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5852.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97fc15af12dc1af338a3a5732e5e7dae003bbc0a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5852.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5855.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d319dee7ed08ec5dc58f7aa9d73de333b48b79d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5855.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5859.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e01f6242864729553a5a39ba11742448e922432 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5859.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5860.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86e3b859fcd808869b6134bddab81d620c50d2c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5860.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5861.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0097441ad959086bb3a61c62bc276fa913a96d7c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5861.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5863.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17ebff0d5e9f22ab30067585990799082313714f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5863.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5887.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6d9d248c3d38065dc044fdb6afb65a34bed7e8b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5887.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5919.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de2b1bfc989ddd000fc4815b1cc32d1bad86dd69 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5919.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5924.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63f5b2085586553dd3184b7a5734bc872f6648c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5924.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5936.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4af707166a997dc21f9effbb69ef3a2930bb727 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5936.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5944.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd5fa14ee8ee4d02f029c632e226690b1bb38551 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5944.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5970.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34487ebaeda257b9ea8cfe932933b9b0165c8156 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5970.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5971.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dea089a4facf8ef36da5ce481ed7394ba4a51d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5971.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5980.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abb8dae9aef3b4468274750ee47ee92891c4aa3b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5980.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_5993.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_5993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72cc1b8f44c34bcd167faa8004352e5d804baf2e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_5993.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6000.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9666ddf9379bf4f83a6655f33eb984aef0c7075 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6000.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6006.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03126d230bc59f5266c3cbce41f63de8238cce1c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6006.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6018.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f27e9fbd2f7dd298d39621c1985438d47f3206e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6018.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6019.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e76edd9aa7469c45d5b5845b9f2f7ea8d27df7e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6019.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6040.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..055ef9f5c63ee057d3ed59c173200f3f6571afec Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6040.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6047.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffb4f99f14b68f67f2d7021f5d64f1d248f0aec1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6047.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6052.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fb281e349bd68e345a6f83e743aee4ff2299446 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6052.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6057.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b88817f7286bed67c6444491b5696cb9b05c3ab8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6057.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6067.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61465a533058b55b8e9cf591da1ab8dfca795c85 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6067.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6074.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7207de56d55fb794c5bc4645164f2587772c84fe Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6074.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6075.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54d3cabbc26091c045d69a90384549353e4e1f11 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6075.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6079.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62d252e369949ea21407d5a9371fd2a6a6917f80 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6079.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6084.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb9f3ad0e1577c6b40b011578065506c501e17c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6084.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6091.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a23d5485f00b289447008eeb4a1c28c92fa5e29b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6091.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6100.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dedae52c9dd863c3e366e590de30d9572842a720 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6100.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6101.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c66f0e988ce31d2d32be05c51fec2bf6b5f2c06c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6101.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6118.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12d2bb83ab8537556e8379c870ea560dd9b9e931 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6118.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6119.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9734c960117362729f47ef500b869a28e3746a68 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6119.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6125.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d5d196144e92d28f3d3f8c63551d4b07c5ceeb7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6125.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6140.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da4132cd5209274a500d317b8c6bf730b031f0d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6140.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6141.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c556a421ccd320b0f9fab4e4466fe6607ea3470 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6141.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6150.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2dc72ae4541d0a3fb0b9dd3a94e494de6569907 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6150.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6160.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6b0cb1483dc922f4c6dabfd8e91000083339b67 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6160.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6172.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d62105f9c915042e7cbe0c889749d93c43807aa1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6172.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6181.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49befebea28cd9b16c12f2fa9d6d360cbd074289 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6181.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6183.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4da57324bb965613c7ad0f2262984186936b74b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6183.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6185.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e41f0e1a03e82662f9e224971df8962e6c4dda3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6185.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6229.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb800765ef7145316cfa079596b561e840dab633 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6229.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6252.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..141fe8dafaf8459d10ba3753a6b6324fed64c30d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6252.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6255.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c37efdf3715675654fc58282fb4f7aa355ba0a80 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6255.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6265.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aedff7db0a504589072115c6ca069cee6faf541 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6265.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6285.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f5b567a2551f71e6c5270d8d46fa88db3b2ae1b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6285.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6286.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6744e95c728c7b85cc431da1e55df99ff4db9983 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6286.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6292.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470f2b35c5baf7e5bf501f322801cc6c89d5254a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6292.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6293.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b435eb93448db431fee4f2e67fb2d91b1ce51aca Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6293.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6300.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d8f9b31599879a4fed473395380c2a5a21a215b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6300.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6308.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45d1384f2373fe4bdce6395e123e78d2de62f31a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6308.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6324.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88859325b20e79b0e3308d6dbe0cbdbe9fc90297 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6324.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6333.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5faf3b4c07be605229c961b2d2b1fd4da27a7e71 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6333.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6343.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc4591f7414f6fb6b0b5fd03f5f804bc29b45a92 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6343.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6354.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c1ad409ed10cef5267fab721c4e849e088e07a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6354.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6361.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f60666e50c51d46b857abd6f1ad6acfc302c6a6d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6361.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6366.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b7774154734593d40daf34f600214979daee746 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6366.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6373.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19b06bcc76211d1da81d07706e8c4125f5eb227d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6373.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6397.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35a4604d8f71aade247fcda89c063aefd986217f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6397.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6468.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfff17f46fab425bec248ebf5f9b0ae6e0e293f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6468.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6475.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b51335fb53063f1b8a89c1db97b2724f402b0d11 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6475.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6491.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e610c12fe485a299d98aaa875bb90d92b773bf57 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6491.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6499.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7a9562c515538f614515a72ac1e9773a36a4ad1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6499.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6500.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd54994798bc3cd947cfa61945e423d353ddf546 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6500.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6511.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25c01b0fea39ea31904856bac83228441e7aa3e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6511.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6538.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e7578bff1834274a3c6acecec97142a6818314e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6538.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6548.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22ccc90d908481e270377f67f8af93a9c5702d0d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6548.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6553.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffedc16f338312a1b01070dbbdaf3f2f84b64048 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6553.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6554.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65b8546cd8f5b95d0f9999a425d985884c3ea0b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6554.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6560.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64fe36d8e8953ea611c9da0a6f571cea73d5d927 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6560.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6567.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bc783b0a7862ad0bd90d6f89e2c657ca9086108 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6567.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6572.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..220b1552bfb0123ee90f0c3bfc3eef8c35fb4b53 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6572.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6573.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ec638a160106665aa8fec6ccba72c87bf7b875 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6573.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6583.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..989d4cdb7a77b2338b0049d26db795db07a8214a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6583.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6585.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcec83280177f8e863f9e44306aa878d8dad52ba Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6585.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6586.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c6e7b496a0d1a34e3c01b99abb57ca8c0ff6564 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6586.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6589.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1f1c55fea94924cb0958f306a4f185dd426a58e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6589.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6595.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69b992ac44d92d9425f0bb8759c61fc6bdf3a733 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6595.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6599.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c67456a784a46b2d03f1c1f6ae442a3d7ddba67f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6599.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6609.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ad1b8c947b8621aab897ecd850cfb0711237bf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6609.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6612.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5bc52fc4c40fad2bfde4d8c083faa475a0d9307 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6612.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6626.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aad3e2322b01ae1a121c70a3b6ed79fc3d73038 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6626.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6627.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..215474cc3e3d815aeae52f11f7f86ab83996a303 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6627.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6643.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3188bfd7aa0ced6dbec6947cdf67b40623b8516 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6643.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6661.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..906c177ccfa0b5e0b1c8f9f1f4c0ee7ba9001c68 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6661.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6665.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77fcd09a392f77fd143877558c3d8b7c99be1d00 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6665.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6667.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b921756719d065db7c1cd60e5a71015aabec3d51 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6667.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6679.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e13afc7eae1a53869388fca437ab2436024557e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6679.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6695.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bef384bf268940084b19dd8fb542b8c601552187 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6695.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6722.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3db76d44a970302723a6dad3981d2b92cd919809 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6722.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6726.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e38ea5f74163ae4ffd1ea81882a655bc05e5efa3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6726.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6731.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92d2c8ab39db368e5abe88eca11d94134f677445 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6731.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6735.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57d70796f4b34a577a6415a0d544d3865c89a11b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6735.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6742.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b42d801c86e5e60e6fa0f2272c2058bafc8f75a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6742.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6766.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..288cce2ae35e713897783cfa30c53134455dfc6f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6766.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6769.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94005c3d37d0d50737c0ab3771529f2d605c2cb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6769.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6772.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9ff163d5d49d8ddb5d3e9d8a62b3bdb09c72b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6772.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6779.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3be64a2d489506f539c346e52c62718f0e02e146 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6779.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6782.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e61c5b102ecda9dc66cf406c584093348860eb1d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6782.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6783.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0f9fc815bf2721133d6cbdb991f753efe9f8862 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6783.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6792.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aad251242f3cb1730fdfa7df5b5499dc88e042c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6792.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6799.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09719475d56478b0bfef071a288f8b38c4d7a0c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6799.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6820.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96149a7b10f6b2bedc91c54257b74a10cf261d4d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6820.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6830.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f7f8332f305af8481c75f5421fbe6d7b71f74ac Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6830.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6850.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a753debb8177907c160d287e0eafd6b2f8602598 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6850.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6859.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c18629e49eed154209444c658693555d4363b8c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6859.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6871.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..118dca62dadc3f991b0b172bbd73c093239cba94 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6871.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6876.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ca9924e72eeafb5a117749fd97b8705dd0bcafc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6876.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6882.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74a80af81a9de2221e80b8330cb31ec0b087fcf9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6882.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6884.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d44af31c6fa5eeb3e7dee97f6d67b0c1829455e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6884.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6890.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef3d79001b7c8f8872eec06a67a2646648bf8031 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6890.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6891.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f24db67ae07ea1f5c6b46b89150f8a26cffa2660 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6891.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6895.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f40e3ab225f6f7da28c03ed165a35a661c7668e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6895.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6897.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c3c1553b2268b1f59416e8acbb5e1fc2f69b83d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6897.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_6941.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_6941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..257c3ae7c67163b85c491f66e121e924a803e1dd Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_6941.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7001.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73ba310b20ad42052bda2f27d4fec4e6b3414651 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7001.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7022.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aa3e23fd693a8d7ac058faf8b4236b1434ce194 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7022.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7062.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69059ea6d6260012e2acb15222b07689ea6c2d00 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7062.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7065.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfd9f7f734b8e70ea324f12b4c8fde16681fda49 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7065.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7075.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f572d5d50e84c80fdf3540541394c1cee8daeef Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7075.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7082.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee14541dc55cca3d15ef5a11b00a287a3d3377c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7082.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7103.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9360484874d998adac8eab25d680b5195d00b953 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7103.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7111.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f00d1802edcaa297096a6307b243d12f8fe8f396 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7111.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7114.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2d1b14b20f22c93afab2aaff0228a7eee975bfa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7114.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7118.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a32043b1c991813b3ad74cba75ccbc58678ed8a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7118.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7123.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2170b87b9928556ba188e9d789d08e5d77dc8a31 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7123.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7125.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c962262abbdd7bdd79e106e91a9a148f2bb7160 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7125.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7134.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d09c33fcd32296812d1f5fd8a6a2bacba2456ef4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7134.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7141.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cab54f6d82778f4a7188a149f3bae05e182cc79 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7141.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7144.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce86bec0de1af6e7bc904a976d6f36c263f2fe57 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7144.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7167.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19bc090ce066151a1a473d85f921181d67bc3fc9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7167.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7169.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf349ed0f17724e13a97f3d7b4a69b5e0f8f5956 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7169.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7199.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0752c8ee094e8b0b79a55f3d99be5e390cbad92f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7199.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7204.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4593f956825fc46674866ee6b9a533ca82eafda Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7204.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7217.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b83916e093af87ede77edca1c4b9309b94e1b52 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7217.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7230.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71e64438de47cdeedd65196b72447a4d0136c668 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7230.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7258.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c70077742cb61d0d9ef9300cd46ab11c0d0e98f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7258.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7263.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..136001bfadb057218ae90425b1313ee4e475ca8c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7263.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7264.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..260a67074c709335ab168627badce620a8bb331a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7264.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7269.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c671ed3ec0dd71e779c0356a89fb73edd2b6596 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7269.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7271.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cfd5ecb8e0ad8c44020834764cc1c7446abda48 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7271.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7287.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..519179a4acf1cfc3bd5c9418c316ad2ea0534e94 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7287.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7315.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7855639ee38b8c90a12411856803b31327a43bf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7315.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7317.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f07394459b960124110bce24aaa5370cb9cde30 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7317.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7319.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abd380e6305d059d9bf22c11d77328d4b95ecebf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7319.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7336.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..399f629a451d72fe393a92b251044893d79be2a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7336.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7339.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24b0258783386b7dd82e2bb1b8f828f7aa44de80 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7339.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7348.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bef1d7369f5c01662cf89feb892fbfbbbe5157f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7348.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7353.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..becada65af46e7183c7c5af68f9e37acfa6049f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7353.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7376.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a402239c9312296b3aad14a5de839ed26aac24d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7376.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7407.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e7f8cbb52635e291effd50a5616a00ab47a9fda Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7407.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7411.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d8e3a6d2bdf04e26710e3147db7be7c2468a6d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7411.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7412.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d5d4b585b7f8cec233916a30f34daf1338617a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7412.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7419.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68d2ffd4fea611b0fe0e32f2f75866fefe4a3a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7419.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7423.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3147739a4516553fd9d49a6ff5c8dfe432363f98 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7423.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7467.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19175c72102534a7800d90140ef4de3420f70ab2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7467.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7470.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..948ae9ae6a673cdede9d78e2fa948d1195159d2e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7470.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7480.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fe12092390f32743511243b7b52cb5d3dc1e5c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7480.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7485.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4780b37d83fb80a143ef93091d505c6921905d45 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7485.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7512.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b179f4956108879980f81f2a4324d6da309ec370 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7512.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7521.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f63be2e90d06fa52fecfd0a4de2cfb9a8be2a4a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7521.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7531.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d732ca5d4046a58d5681c802c6d5c0ec43f9802 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7531.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7543.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bd92aecad56a3b2f268e1267469030bce4d98ee Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7543.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7545.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9a26ce34c752a40e006c5a4945df4bcc23c638c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7545.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7560.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32e67cc3c5564ca993d8a19fb91b444b881f5981 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7560.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7580.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b959b97148299b7476a930b390c8d20fb569a303 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7580.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7587.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fd48a8ea96f446734124b3ab1daf761fff317d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7587.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7593.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef91f9e42f6fb428f3cbba0e1a89ec542c2bdad2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7593.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7594.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cced712028c2fd6f179bbd4dec8af93be02df9ca Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7594.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7600.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..657cf700627536edaf0dd64d40b6f6b774b5427a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7600.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7603.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46afa532c9706a4041d01147c7e2d4373de3e75a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7603.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7604.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a1d765451d8339aad0b21583e8a9ee094dd2fd Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7604.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7618.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae19940e2a82ddf2033fb605622ff6212ff327b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7618.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7632.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b723ff51e7ef94d2c890520de462a01142bef00 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7632.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7638.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56f947e8dac93f1cd206237755b0036234ccbe5a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7638.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7645.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a1f57f6e255c7eab4d6886034a4d88bcae0b9ae Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7645.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7650.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0465d8b2431e73d16e07e8ab04223509805908e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7650.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7676.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b01b50c82a20be59b5fa9dc7d5473506647f09c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7676.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7682.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d416590522368409ee508d2609d04611fda5f16 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7682.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7693.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85f0501143243a9c9be374d4cfe022fa14f25982 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7693.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7701.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d78e030a3add7ac101588d172f3d43dc79ae152 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7701.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7710.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5788236e09415e21c2eac03b411512ff92ef684c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7710.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7737.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8090ceea8cf1422bb9238c425b5315b51004d40f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7737.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7742.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9c7ddebf95111e5bcc9d46b4042e41ea87e1d36 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7742.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7748.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20684c37a113e108878e27cbf463722e33d23781 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7748.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7749.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e13182d3a0864c4f0d989db4d967be4f89a323c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7749.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7764.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f12062b984df7a5d3053980eca2a3e9df81040 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7764.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7784.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dedd7aacd28db2425fdf9809c3ba6d11d9328fd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7784.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7799.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..197321704e437ead2dddd8053c18adc9621f085f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7799.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7802.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91c3b6e33bceedbe08abbee37515f500f600dbe2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7802.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7804.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9975e85628874aac4b9e42962dbc3dda92381f2f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7804.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7812.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc30a9fa93edde4e67e32ad626ff138f75961a9c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7812.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7831.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc14c26efea74874684e38fc4e9f57324c6e6c47 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7831.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7833.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb49c60a916013f022bff6f4b7e2e31c3dd35896 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7833.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7853.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cbf0ebe9cdb61a11bb07918ca64c5ae52788530 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7853.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7857.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca32e141fd6194dd7c35c9440613e59f735f2f25 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7857.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7870.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7754a14df84d55439f1cd7149a958bdc916ec58a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7870.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7875.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec5b741771468b107489fc84a3e01240abdf5511 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7875.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7878.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2802f146bb258cfdc9c4779c3dc274372d17189c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7878.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7899.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dce56e409248b313916147339967b423f17dc12 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7899.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7907.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afbd186256210bdde7aff394dc9bb201b0f383f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7907.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7926.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c99a965ac7014ee6b1a286b89dc054437c1ea368 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7926.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7939.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75b0c6fc1cc5da3cf206187401595b17225b2b1d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7939.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7946.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8b06c2183fd669e4cc44b5bdd94ab7ee37ade96 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7946.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7948.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db5a1ee7f19c71d815407cdcdde48340e58f5f3a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7948.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7964.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b4581771d10cfc487f784e86f5d15ddaac7488 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7964.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_7992.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_7992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25b637f8ec3cfa45ed3781549d936998c24b073b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_7992.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8001.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6c0577a026fe7ae7d90f54f8adbf1dfaea8d0b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8001.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8004.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a1365579c7cbe158e3339c7dceb9ade2b021d1b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8004.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8022.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47a3cdf5f84747dea062af0bb70ce17e95e902fc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8022.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8025.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a888f76db94cf01a2f277090ebb42ed084b91a58 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8025.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8033.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..042af1b12d7d00dec0531ff67d178c7473bab973 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8033.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8041.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3533949f401def827519d1b70f1d28e395ff8fc8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8041.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8048.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0535a0d97a598665fc121410c36dd70abdad7045 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8048.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8063.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5dd32a7c78fbf67ee788562f63628c555139f32 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8063.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8088.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9406419606c1f4b5b0568f5d06ea38117db102c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8088.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8095.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e09421df071a64d27b9ecdd16561550d4b91383d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8095.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8097.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15a9d01c7ddc18a846fcaa7ce847e3ee6f68c59b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8097.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8107.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582f35ea39a181a322c859ab312d6e39153176d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8107.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8112.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d21682dc4ca0d3b15b056791c855a26c1198b4b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8112.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8114.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e6a7a2d9c3b1db924297ece6cd97a822b51e22a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8114.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8125.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..054c0aa50a082db55ca8cd631646dc024ad70053 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8125.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8128.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9870f33c38073f4321bf76f1c67f882dfa4cb55d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8128.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8151.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2a7924896ab468322171ef0d718cac27cad20b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8151.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8154.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e53ae0b710bd9e67892e4038debb4353f0107307 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8154.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8168.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..327b0b68f0cb6fe8370c1cd5435960d07d804981 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8168.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8169.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e539dcaf33125b0d32815383612f08ab169248c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8169.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8171.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39aa47d9c7f0fe7c03f0251d9f1dd8ad7140c48e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8171.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8190.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40b3ae21a9516555e34f3b62ce070979d98205aa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8190.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8206.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c49e852c97ab7503634e6bc745cb428c9447a914 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8206.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8208.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e03c45f7bd63d4cd22d207defd7c23e744edbf2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8208.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8212.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74b1717a6c48f4584e34357d687427ddd184fd6d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8212.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8221.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eac89fa7774baa078f8b38f2a34e1b265ee022ce Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8221.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8225.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0efab21f6d31c4518388f0fc101879f462e498ca Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8225.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8227.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6790328894992d47e210e3aed360e168b7fd37ff Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8227.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8235.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53d43ee86ca7885b68c4cb9b5efab6559d05fee5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8235.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8236.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56928ed0508437921f0e1ae336049162ab927405 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8236.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8238.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..621a6d5b7fcd233d68080f4a5bb3aa42e1217c3a Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8238.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8247.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1e34416e3c15f252940e170ba58a78280b49378 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8247.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8255.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67523c9c91eec7bc75f9ca13a5822b6398529a00 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8255.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8262.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f6e1af6ab3f3c58c4df82ff2ca19f8a7db47851 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8262.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8276.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470a0a9b7b05fe7472bc5701875b8af8525ede73 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8276.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8286.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f27a6b2b64b09633d7570969327785f330d81fa Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8286.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8297.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81e4cd46340df456646f33e6422dc6450156f21d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8297.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8307.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2294bac1ad2c6f58bbe120bfccb4ce41595240d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8307.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8323.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47eef5d29f3daa1a29cdb46334d435f44294213d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8323.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8326.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33073bd68ae40647ae9d1d57e62de05a617fde10 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8326.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8353.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f294d59af31dbb8aeea14c1c93ebd909b9735086 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8353.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8377.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0b6f05ddf45d250bebbf7e69c393910da6fe92c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8377.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8382.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75808e3b4ae3e6ed22433b1c73a7a45135107b65 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8382.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8383.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9865249c3cfe80768874248abff24504a0098b51 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8383.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8396.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c0b8189988a49c30f888699e3ff6234a157a49d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8396.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8444.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a0141782a24ea1f30803d7b4227ba9c1f3a68af Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8444.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8446.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed578a0dedd6218b3fb9c7d3c34d59e430ba08f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8446.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8452.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87bafd4b9faa539059576bd5304cfb2d1f390270 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8452.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8453.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae746190fcbde1f73a42f159e4acdf9f171ec501 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8453.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8469.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34acb043f8a779fd80c3d59dc7059d657d20fd31 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8469.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8471.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfc3a85975b7282cde9bd7a88c80397f4277af07 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8471.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8507.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab98540bbb3301b6d6e15e244cac8998015eae38 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8507.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8509.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38b81f597b390862c6482c8c7617be73845ce32 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8509.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8536.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..437e92dbbc4c9f8c2a5729faf148c2c96e306b70 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8536.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8541.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e94309a3d40d7a53110a46a5a15da901abe508b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8541.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8546.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ddb60bf7cbc3aad90f38c4690938027bd2eab69 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8546.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8560.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..064ca057c86508b234610f43588a70bce6d825e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8560.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8573.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd372c0b60a3b544a474b27f46585eebd788bfdc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8573.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8575.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b95295abd07a78752c89be8b8935884d5be51410 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8575.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8591.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f644609994418bce0d8edb167e61a665e6ea1c21 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8591.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8597.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662a59b35d7406e07fa2e6025fcac6312d1a412c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8597.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8598.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a720bff949a10f3a0f2b98a6e9d986898a663260 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8598.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8600.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d5d1eaeeb719a26668ef1c7c00a7c1232399936 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8600.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8606.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbafec967954cfccb21f76f668f2d1951a6ea7bf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8606.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8610.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb0023f7b67a0248e31252dd994169dcbabe4ed0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8610.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8622.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..815cd6f7046020ac402a9093b9d0d550558a6be4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8622.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8628.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff6f6ce1a60b41533ae1fed7cb3e496f65746c84 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8628.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8637.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a01cd077927155c74928ee0921a9063b1a9f920b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8637.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8641.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bac16361b5b7d68a731758142a6d27dbaeef199 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8641.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8646.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc042e8d1cc8777d991128ec12e646fc30f7ce09 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8646.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8656.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34b824cd12fab904fa0747f603647e478df957b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8656.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8674.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee7ee690e7f8f485772b681424a00366a48bc7b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8674.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8675.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fb7cebbf7252569ee9048b5aa47b55a76c082b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8675.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8689.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662d2c56a59806d316a2c420d9ab6a3ef6d33e51 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8689.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8724.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d533b36e1ee48c26e31fe23eff4e097bd431eb7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8724.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8725.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36abff622ebfa45460d36dca23cbc089e0ef3eba Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8725.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8731.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b47e46ffdab0c396df849bb85ae7d6bdb560aab5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8731.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8748.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc88d4529d6e9dd2750ac7428735e0521c963fbc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8748.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8754.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b881eac123ca490cb54a49eb12b6e67569e82825 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8754.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8755.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..602d19eb17116bc423b56f8ef3952334a4380d6d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8755.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8760.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccc5124cec65fcfc5cba1ad59594d89ad7e0b8b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8760.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8765.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..195ce0e6f42a53ef31ef3571bff8a8b6e25b6a26 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8765.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8779.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cab52feea73c9350a1bd80a31adefc16061688d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8779.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8787.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f81612b148fbf1f14c69d01d73cebad95ea2bd9 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8787.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8813.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1165aa682fffdc1dc300f247f6368bfc41fe733d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8813.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8835.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e733d1a3f7e2f4dfadb9c5bc2ea509652a17393f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8835.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8839.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f495a242bf20f42b337843d2e9c19200db34b336 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8839.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8841.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6abd3a6d263744c2af7c377be514a127d5f62589 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8841.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8870.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6555d75ba72e2e6c4c686f7725b65397073685c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8870.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8874.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..654af1c2b64e93023607fd0b91d88bec63260c13 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8874.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8878.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdaeca6428adcdc0dc257dee39fed77bd5eeca54 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8878.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8919.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8603aa076a3348fcc854d98d5afaa0e6bf5d9271 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8919.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8928.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0932faf3c5962ec973630adbec5b9fc214c5f0c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8928.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8933.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0221fc2264f255a7c97547962b22996b9448c7ec Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8933.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8939.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68b1250270adebf9af7b2427d5ef3be713e46846 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8939.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8942.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f58f6d70085b626003cc26784d5a9f15e20c66 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8942.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8947.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdd3a0f4b78b0c0acc0b01edc74a8b996e990683 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8947.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8957.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e45511efc57d09083e70515e05660922cf8f80a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8957.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8970.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2325e5800e163141eaa500dabe9ee4780122477d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8970.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8975.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d96552e7f8554f662f38c84c45effa2ae7f7756c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8975.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_8995.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_8995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f63202e28809a2581b786d1c4fcd57fbab3d703 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_8995.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9006.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42fb393dff90d397eb5d7fcf293b2b968f453191 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9006.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9009.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d743bdd96e87e890e99a022690b96aeb4aaf3be1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9009.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9059.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54fb551c9991b98eaea8d2e86843780a1584666d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9059.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9065.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7af2be44e88dd7af77f58d18e774c5e7fafeeb13 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9065.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9070.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3921c688146427c5ae8078f2f65b96457ace303c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9070.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9071.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ca9e86892ef89f326fd0e164f0b0faacbad7fef Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9071.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9072.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3b64f389acd070a4688c359873bce221e1e8eda Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9072.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9089.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..038546de54cace22a7628bd9a8cee91fd8272a4d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9089.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9102.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af8077ee6f77fb1d1ef988f42f552d6c03876e17 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9102.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9115.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f0f6f63316c72a2241e0f8d7e4241d728b92ebc Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9115.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9119.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35a9d0c2ca0849cd278f786d33ca01aa1174501e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9119.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9121.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25da9bca1cdef253dc72415a17ab3ae070924965 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9121.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9122.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ab22a258d0ef119614dda0306729529c6543c78 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9122.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9127.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d8783feb4eea2d361f419fd33b7329e1bed3d4b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9127.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9136.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ade1a30f40c666d7747c398e822264ab8bca915f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9136.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9145.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20eafc96d3bcbdc08ce5eeb76eca86a7517151e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9145.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9151.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ac861d3277ee80284dd19c900b086012cc2d6f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9151.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9155.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..982cc977ee28dd020a2171b9e4c11d08aa902941 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9155.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9199.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5197c4e1cca8cb3e186019350818a6546304aef Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9199.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9213.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47c9da296a430afba3ec03e5be3dbb759f0ffe2d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9213.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9223.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c794d0d2e10446434e9253c18d54423480be8d37 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9223.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9228.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea51059591314f782c33629151d524d949b93a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9228.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9229.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6b3c32590c13eb505bec60bd93a6ea759c546d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9229.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9232.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d43e056a5070a608c62faf0ad0eb8247cc24dd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9232.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9233.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..155eaa27bfb8833552cdebcd1273d148beb18273 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9233.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9247.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06f0e9654bb5ab96a7bfb2de780f319cbd589ad6 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9247.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9273.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18c1f25f3cb4a248c6be82d4ba1e4347eb003d3d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9273.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9276.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54e98e8c84b77dbad5a9859cb59dbe6195dba6d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9276.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9277.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..253bdddaf7ea6924e631ed45c6350bfbaf0424ef Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9277.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9278.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bdcd0cfeb1999d00aec8b9e80b93b18b138e277 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9278.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9288.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38df0bdc22adff63c3c187fb91e10f2b16ee356e Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9288.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9308.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4851cc0615bfe26f4604a4ecf9429b929da242f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9308.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9321.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1219823ce28158a3120dc46280fff0a18b4a42b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9321.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9322.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1c0d6081c623f5973339ee1e714872de349bb4c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9322.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9324.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a4f8728979f70f28183425ad65ceb0cb8f8cf51 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9324.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9334.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb49f7196f2fc43120356f2bca93e9384b8d6d53 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9334.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9342.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17986e3750eea56690e85d2ec63c20dd65c6e0a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9342.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9347.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c4133194b988434241c9c5dbf886d5ee839594b Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9347.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9349.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22bcac97ae3972c881b0291d4bc43d3a2a9650c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9349.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9376.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd9af72f24a7834b256f93858d718a57ed822659 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9376.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9383.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc37c134a4341658a4eaa5650861459298fd50cf Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9383.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9398.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4669f8e0b2f8de4fdf6cf099dab4435aa853fea Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9398.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9415.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88bca8e7028609e617ca3e5b1ec7a7269570c226 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9415.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9426.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fce14ef253981cbf8e6b8a36b7171219feb7062 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9426.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9438.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68fd9e7454f66f29878ca35c96caa68a32bbb56c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9438.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9457.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb8baf464f17908ca38381a670be54f856268c9c Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9457.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9495.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8048fab2c19bac0b5e4d2c0eb8d6d031a3d6264f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9495.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9496.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a616cf9e4dbd742f657536f1c353c86672096ed Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9496.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9515.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b839c0a112043787be03c64f0f6ce8d538a34419 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9515.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9521.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16c09441f64b7b60d50d6335a40d0528f4685c3d Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9521.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9534.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a92bdb54ead11abc10f3f86efefe37747ddb1b15 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9534.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9539.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..428372cd30f955ea077df0cd870ff90dd48e5070 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9539.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9553.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8182c4d3290ae86b39e67586ed0dea0cb6439a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9553.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9555.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cac6e39effc63795a026ee8a852eba102b3bc10 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9555.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9559.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4751f56352a15076451c8d4471ccd8e9a6395f7f Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9559.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9572.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..201d6ffdfdbdc3ca7a6f3b6b80e54e0b56217757 Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9572.jpg differ diff --git a/melanoma_cancer_dataset_split/test/malignant/melanoma_9591.jpg b/melanoma_cancer_dataset_split/test/malignant/melanoma_9591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30265bd181cc91e0aec6e43032b5cce4b263b6de Binary files /dev/null and b/melanoma_cancer_dataset_split/test/malignant/melanoma_9591.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_0.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d24e2bbb2cacf3a73d2febee151ec8127ed3b950 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_0.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53a823ea5b30665a7e88494fc7663468962f379d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b3b0550bdd7bf60132b409aed67516f29201b04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1000.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa4348ddea6863daad842e6b494e5ec7c77465e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1000.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10001.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6fc26bf4b9ff68e95d256a0770d0dbaf3e10aae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10001.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10003.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..295f964d3622ba8e87f6c85c23d9a622dccbe49e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10003.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10004.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03a6e5acceafa85da4370cb4a669afdef5710db7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10004.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10005.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58fc07b4b0c74cc08c4781aeef66e61cc17abcb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10005.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10007.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2801b294fc94e3a7b60cca17a60d1f5632a47b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10007.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10008.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cef7cfb667b187e0bd129312f1d92861e240ffa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10008.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1001.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb4cd7a1df4c27bb143e16782c05f015e434d9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1001.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10011.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2976b956766776955e69ee29e944e5a748150ce2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10011.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10013.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e3924cabe82cfa6250ee9bebe0fb79721d61faa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10013.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10014.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57f6190a8de9d4e2aa392c5a1bb4a9685bae8b50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10014.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10015.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bff94e5f26ae91cd7c2c8d9eb7587640698f1012 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10015.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10016.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcc58d7769376de389144b2d8e7746ede48c6a83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10017.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f303ba8a6a7c75b76fc6c4aebd4a030cec742703 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10017.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10018.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fd8aceaa06804ab108cee278819c41c2af2e729 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10018.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10019.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80b713c33841e58d8220435b25d162d6b12ae5ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10019.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1002.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e8a784665a6e28089cb35443d4783998d3296b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1002.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10020.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f77e11068da87c8742daf396124fecaafd912500 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10020.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10021.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aeb3d5b937d3301cc4119d38c77bd1eaa65cbb1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10021.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10023.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7adc993e53972276e50702fb485d04488e638873 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10023.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10025.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9b3ebae29a8066c4532c4f514938f6a169ce5e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10025.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10026.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b14aba88487280222fd392dcad0c2b31705e5b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10026.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10028.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..344ad4d1db979940e3cf75f383480e7ce4b95d38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10028.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10029.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0def46efd6c4f01e36b927183e0c00aca2dc5c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10029.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1003.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c463a05d9049be92abc22ab6274c47bd03f32f2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1003.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10031.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fd6820cc448940d7e9507c93f9382116af71687 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10032.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65e828637de7aefb8acd1126762bb489d4a20e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10032.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10034.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d0032ae8f141fc024f9a81dc8d9f08e03f769f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10034.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10035.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0952d42951f5d0bd185fdb46efed658fb4b4ff8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10035.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10036.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9b933908dc8b7a8e91488827227ca0c2836411d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10036.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10037.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8d4d7f878d4979080ac1e45a645f6c071abf02d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10037.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10038.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad55b4d033cc9a10747d480b63538e097ca51817 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10038.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10040.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e749421a83ca30d0811a1989fe666c40c330297 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10040.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10041.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15512e007f9dea4da4206133b75e7572eb3ec961 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10041.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10042.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..885bfa72beaa09049d874046a4d67c9056d887a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10042.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10044.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e28c3384f6558175572b358b329d625c9b70a28b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10044.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10045.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ef3d8edd7e5b11dac925406f5081338f765f3ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10045.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10046.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd912a05c484cb4333039897a314d72d34d89570 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10046.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10047.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1abc8f5e8bb5ba32f59629acabb7361f70290255 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10047.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10048.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd1334a4915a4bb9977b23dab8f73f746022b143 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10048.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10049.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb627fc7d4ba2cb4e93a12573af0a072f589c76e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10049.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1005.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1df631fd30dda5a6fc7b1d32428b415699a3bd2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1005.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10050.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0061ee7bca9a5360d00d3ac5e773ee9cd3b76d81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10050.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10051.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06afd7bb0688c4caac10146b3a5ef5420925ea97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10051.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10052.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0025fc4780643960ba2bd132063754a8220d06a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10052.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10053.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0605d23f101f48ac24721c74305d0573f7d52fe6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10053.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10055.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bb93104da481b78489cd31a1c148d43d939a149 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10055.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10056.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6db1b2b8b6a73dba093afa3f465c10b06d3f0663 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10056.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10057.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fd6ef9d20272f82d5d51fe507db0027c9300fe6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10057.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10058.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a131db4ef3bc0f884a3b68e6921e106443b38e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1006.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da2b651224e145ce0bfaea21c1541090df61dac4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1006.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10060.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdac3a162fd917c38fd182ce517961749679bdf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10060.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10062.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b902808e0548c27db0529a5032ac133ec84671d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10062.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10063.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..719340c83961ec9fbf0dc34a814191dae95e0d6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10063.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10064.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e32f4fb30dbff3c88153aae04d4b21961570f32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10064.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10066.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a0608f45f6a3564e06b56083e691bec1cf20a55 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10066.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10067.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6676bc5bd15fb173faa9bb66a9a97b73dcc41f9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10067.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10069.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3e6fd0f17cdad0bb281f8b553445b0655377138 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10069.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1007.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15f79052d9500d21f43121b5e4e3e718d882d262 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1007.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10070.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3db57c9e1e4e91632613d1113c0aaabbf266b72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10070.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10071.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0deef23626ce3fa692185e90c4c5a65830d807b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10071.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10072.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e61298c7b037e54854029bf5987f92d4e7b842b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10072.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10073.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89ce5134f53071c689fd34c91869a80176140066 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10073.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10074.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9882a4b67b57421ed74954cc3cb113a9821ce72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10074.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10077.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d9c7c478a83b48714675c20f6f226c6e21f8a7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10077.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10078.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb0681915c968c5646ca3764c190cf076976e7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10078.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10079.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b81e0425a55dbbc5f3c15b6e520bf6bc2e032e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10079.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1008.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdfb4b931963e35adfadef680ab54b5b75df735d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1008.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10081.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97328cf1803df464bb7c9e495856ea7adb745eba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10081.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10083.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b9be6dc01e021b09fe8aa8da96bbe1b114e8fd8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10084.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd1959c28e0b73df37c0af406ebea9872be1f140 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10084.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10085.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da05cccee73ae078d39a2fb955c7d2d11e6fa043 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10085.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10086.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fa4e73829d9180b26952b4d61729806d6665992 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10086.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10087.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19e10b420cfb176cbe5f3167080977295cdf2edf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10087.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10088.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5c313a320f6d9230a56bb541fbb66ad116cff54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10088.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1009.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f61752e047c2fcf86cc56322b07a17e7233b086 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1009.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10090.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0928abd4a86178a47c366ecca67037fb9db19e9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10090.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10091.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c66a890cbf58c89894332b19f15558508780a4eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10091.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10093.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb399a59f01034f047db1977be3594d919018dc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10095.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7850a6c378324625dc2004e70ddc4af6fb5401b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10095.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10096.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6133db9cc2c6ceec08391a0537798c630dd8f66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10096.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10097.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c4f909efe867c41aa5c8e0bb06670faae2e88b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10097.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10098.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1189fd4dea5a01b6d5a2388fc9ed0741625b77b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10098.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10099.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ab5643668295e09a5f384982ae0974d27920b22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10099.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_101.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acbf86693d2fddd8bd3e9f62434366e032f57108 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_101.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1010.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a99949de24bae07c783791ed58200a705046987 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1010.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10100.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5efacb9620a3fdb7631d60938e351632b301abd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10100.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10101.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d79dea0a30168c4337e0251114cb1b7d53ea804 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10101.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10102.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2242dae3b86369a826ce959afed13a7a2a8b174f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10102.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10103.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccb050ff169605d87ff5ebb907eb84c7f3a727bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10103.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_10104.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_10104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de743d6affff698f5480039fa8ffae2d347d7041 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_10104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1011.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..696408be0678aa7d58c628a675e8d68e212ccc01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1011.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1012.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61f9c564627d6be7a89bc3d42ce6012ab6d55e3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1012.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1013.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdec1ae04230eb28be17f1d6bd714ef5087b7ffb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1013.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1014.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7676659599991379c5d22db56e0d3c0a6e096a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1014.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1015.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44f69cc6ffe2d40cbdb71d1f5dead1fd9fd076b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1015.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1016.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bedc44d56878696c0c66192275d39acfd205e67f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1017.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f1f9e39d6b1bead022e74e39abef8bc1ab28916 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1017.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1018.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d08dd08a48fe0bb36f37ac7116e69979f5d20864 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1018.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1019.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b73272e277305e08948f75130fc6a118e48a6fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1019.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_102.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67c132a25371679215b77f00dc42beeb45c46175 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_102.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1021.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d95b2f53b7c2125a07eac347b720f5e5863af0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1021.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1022.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4d803939d8d2e66ae276813c30c99f5ca55f61b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1022.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1023.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..754845fa4f8a4d5dc9c7aa929bc598fe980d2e07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1023.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1025.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..690fcadcaa477e81906905771ebfc50538ceb659 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1025.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1026.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e96f96968355efeb595c790528fff2b69a666874 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1026.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1027.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58c3789ef4923bd8cfd47a393b4be1960ccee097 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1027.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1028.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07df80a9de4d6b580786596f24d7f622777334fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1028.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1029.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8db69b6aa89af3c47b707837f7276b2baba5b9c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1029.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_103.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..012bc89f9f748208bead3a8b4e98a0c2ba6578dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_103.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1030.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f35d88d476dba5d0399800e3aefbc15bc9c0015 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1030.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1031.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f35ea1c1f26ea187f86c699905e2d482691f24b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1032.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c3092542d9fe62f0ca2f6a27e7ca31866063b22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1032.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1034.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e8281ec7a4b66972216e5e67c27cecb0d37dfa9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1034.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1036.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3059733edd3bf8c72aaccfa8e7ab5aaa26aef420 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1036.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_104.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4177052bae1446f9d1b8ff82c1c0174ac61e4caa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1040.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8057a9e711c9688cac3983ba209b7cd92a60247a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1040.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1041.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ebb86cf7c72b5f9cbb463e09203ff09c9cde54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1041.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1042.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92d8f1b828d11c50d5c53b74d19c9d1ad084fbf4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1042.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1043.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dc1e8a416411626a04349f7483136278205d7a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1043.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1045.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2359415a540005c5cc275be13e0b1a5d73ce059 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1045.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1046.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6403eb05c8eac9a3e3302943251d73d98fdc1d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1046.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1049.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1216bdcd3226e65f20a6dbda687181d97bb1bbf5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1049.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1050.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d18e68ac10ccfe8bde0a94144199325ee7fada Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1050.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1051.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0dd20794bdc35ed6be0623f8869b39acd44b700 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1051.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1052.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91a54ae8152a864b1394e2a68a37168675fcb7a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1052.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1053.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12f65b9ed49f702f98dd9a4c62d5418370fd962d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1053.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1054.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57e19516992ac6155abbecd922036a2f71abeee5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1054.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1055.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aba1f754036f6416bbc5b35d4d14ce9663ce4b58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1055.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1057.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6700b18feed19a97240c5a36ba021a0691f57e22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1057.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1058.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61a4a409efd2516bf84ea65fc2f147b9cf843af4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1059.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..516e489ca3008ce7679a3434a3cbf5a419c24b8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1059.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1060.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa9d0ce8b1386d60b1d91f04b2ac81dc8253f69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1060.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1061.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a76ac9f56a0189d000a085c9c483705a9b55f00e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1061.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1062.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd8455aaf12a2226e5cb338505330e4591933a0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1062.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1063.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa42716e14eaa4a8b5b4586de631927e92c7ae3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1063.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1064.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf8af576d8b9227a5e4add53c3c06f71ed3b2506 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1064.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1065.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37b19633a791d4bb0792d3235f6f378cfb3c44b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1065.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1066.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2aa8a4c215667cad834584411107e3eb277db269 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1066.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1067.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d863a6485db09b6c9b40b6ba22a5b7e0d0f2381 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1067.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1069.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db52bbe837bb09895c1a7f1c5b98dc0efad0e2de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1069.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_107.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470d6622e39e253c017628587857f69c5622cf86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_107.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1073.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8675e1a1e0c697cb666d703928fbe4849b8d71dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1073.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1074.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f40ea8d7529e8c2a3abbc6f91670fbab5197816 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1074.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1075.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d3a2560ae4e2384f7814dcc2c74eb492d28a415 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1075.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1076.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52f5dae489011ffa0f31367655931308683a45c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1076.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1079.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0ffd5bbe5a8c7aae001f9af574d14fc474968b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1079.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_108.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9525300fb86490894e75c129f52f06ac075d0a31 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1081.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e340a09d756cd04089d4cafa2fbf987d9a74e961 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1081.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1082.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17b490c6ba4e0e7ae91d8b700121cd40fb6ac86f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1082.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1083.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..894b2b92b5625325afdf3e783ea0c775afe5d78c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1084.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8a2b45f551d631e518efa4a89eeb80d25ea7f39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1084.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1085.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..758b21b528b3e92295d3d386231fd31ff6385c2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1085.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1086.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19fdb446a52179522833615345f17cba54d6a6c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1086.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1088.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aeb9d37cf254996751804e69793fd3cd0d9c3d4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1088.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_109.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42e6ab74fdf22422bdceb21e775c8bbefa4bbbf2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1091.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15ffedbd2e9fa46c6070b0daa99e0e2400b511d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1091.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1092.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71d012b3a3c6630dc9cc0a9707d549f0fb1c6319 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1092.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1093.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52420cfcda7d986f79d3c5a37cabf911e8621b01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1094.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..419a1b8e195aef7dd34ea0a5d8a1ffe1602bf756 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1094.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1095.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03f2adc98ad45a9ce40671014995c9f064b6bfe7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1095.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1096.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e7c1906a85dc439c5fd4df357b34e74ef10bbb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1096.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1098.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a03a6b6f67c673524b17646a5032f5c8fef89ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1098.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1099.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..110a816200a88e9b0622689edec972ae81b74067 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1099.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1100.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6674c396ad575a7757c4afba40946d69964bf3bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1100.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1101.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54d3227f9030b68ac0c012006c00887efb21e405 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1101.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1102.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9763a0bede57c1b6aff5470060ef855d9c0b7fd3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1102.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1103.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a5307433809bc85b6e77101eb6cc4d074eaa754 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1103.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1104.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c561f47320013d47bd803031fdecd334a11030cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1105.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c43fedabf0690baa6858a634d6bdb592eb9c199 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1105.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1106.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a2908690e4cc1433b9e35e79723e685f32de93b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1106.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1107.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eca8528cbae97f71384e1b04e9ae2e18151e22b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1107.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1108.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cb17fcbb7e210a377a5bd51cc74068ebb657cf1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1109.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d5552ca0d3e922f92979ce3693bb72a3b3c96e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_111.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b44b6d6014722bd7c3f182a094bdd4a7d4ca21b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_111.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1110.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e38ac9fc5c788e63ccd5773bfdb617309a81f0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1110.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1112.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ec688e727d65152c2cdf5c5975008b741c0357d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1113.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e005b31b8f4d2bb5bff35495797984dc3f551c93 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1113.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1114.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7edb71ffb62441c183dd99a72a7a0714d647787 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1114.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1115.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7acd2ea8eb0da6fea01552257ecd1ea2fa7531c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1115.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1117.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbee6df1536810b24dd86a2bdc70ea59efc803d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1117.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1118.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b89edf6849a55d7d82b1ae1796913b959e556b32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1118.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1119.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96f9a867be50b4d6420de85c2ba1f5ef5806083d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1119.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_112.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d809b26d57b50503dd9c0c7f862b7e44fd83f428 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1120.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd2c9d7ef67230a92d31fd0e39d8d21577db3c66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1121.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2002d17c278a4cfa3ac208da99b6cc24c247eb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1121.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1122.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90ea1c279f01dd8ec5df8d4e3c4ca44e526d6b3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1122.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1123.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89741897d9055b6beebc744480f05c73b18c9730 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1123.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1124.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e46d3b8142a1d85caa8d027995e76bcc3a044736 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1124.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1125.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4681c53ad58aa9c48356a87d07cbf8a1a4ad0222 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1125.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1127.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e2cad47e2af8570e93eb5a0446827d49fd66d05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1127.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1128.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e422cdb527316450f93785a32010f29d3c846cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1128.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1129.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6f7eb5d0329f27671654236e43e737f2c7ffadb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_113.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a5945aeb42212fe7b2e496caeae1f5658df27ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_113.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1130.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35378ba2c907be344edf6ed7483c74964b73f88e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1131.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62620306d5294737f95c03620cbfa7fd29f96e63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1131.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1134.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bd0446288101208b67ee38f3c89671d73649476 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1136.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b9d393faaf3f8fb20296fc329f144c29455dfd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1136.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1137.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c1f7aa4a9fec5bf1ff727ca235b4e79b0342949 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1137.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1138.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..034f70fdfe0fc91e4366f12f9eb3e190c8f6b5c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1139.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85e8d0675a08c93006df9ef522d89305de51f0c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1139.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_114.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a140c5644925cd907e8950260ccb480bb429cd9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_114.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1140.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c0ffd047af1e8b250a10a9e2211ea08949f8f9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1140.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1141.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c73948f37000770ba81893ad7d312e7f3be034c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1141.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1142.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2d1894f9fe3a6f234dd314b17be497fdb9247f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1144.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82234c9c15f1f42c81fd863efe4471a38b7ab37d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1144.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1145.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8afbc109701cab1695a9af73d50a8dc4c6988c5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1145.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1147.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55f44f092a7613b0096c1054f18baa07f4b0db36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1147.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1148.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d86108f0cdcbadf4eebedf1c5736d9c2d6dbb6a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1149.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e87bec2066e432f64cd960144afcb8afa5afc87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_115.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddcb4b3b0b15a1c7ebd592860db2b493aa434893 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_115.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1150.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cb65529aa27d3b4efa1caa64fc87579b4d0805a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1150.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1152.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e278e9398bd0113c41fdc18a4e9f142b0e59253c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1152.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1153.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcc0f0c28402ff94e1736de095a77c7abdc8b8ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1153.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1154.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acd5be70c02d0668d0be17a06cd13f28572bf466 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1154.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1155.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5521ef3d1659d3475b57d7e56f081a3af9119334 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1155.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1156.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..390257d7963556a455651ae8eaa95ecdf8e86db5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1157.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18e6f9c073fee45504f0f3bed425bf7b313fdab2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1158.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb1a0f51c02a23b5e38c2c2f286c8f43a0a2270e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1158.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1159.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eae15f5b2b8661d5ab3dd56ce82c16d275242dce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1159.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1160.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b71774f32483173ca499b28f0d92813fdca6d23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1160.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1161.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eba4988d9ed284f238cc04df5f23f2ff4f1d9ebb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1161.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1162.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20080633068397ca2601ddfbe7d9fb10c03e1f54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1162.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1164.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48917a04dfce419c1e1583f75a724d6212ad4e62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1164.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1165.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..838b6088e94bb7048dc03dd096d5677a60d05889 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1165.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1166.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..930da3bd4839ee5301952c2637af954de4bacffe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1166.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1167.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4235c7cfd1ad7f88ed0e84ac3d02929f05896da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1167.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1168.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9425ee6f222e0564ebbc2e1aa06c0fc76b3240e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1169.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efcfdf7cc24444759f1149941083a79594c450bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1169.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1170.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cb8369f8892db2878d5622988012f1d8303e3f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1172.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2038da6d2c950937b73ca3919e8ffbace7f3317 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1172.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1173.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d00dcb7d582649342fb1fc8959442e48ac536c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1174.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72e2243e944e6df67321372c9beb4a0d9e9d9e4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1175.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e0d6bf352cd9d17685dad608ee394f427661bde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1176.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b894414bc58155a4aab311a3545baa25da0d1c96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1176.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1177.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c0f25413bd27c58d4c9d02420f80d3d1204b55 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1178.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3ed1f12a4c351e9071275b5d9c243f5ebc9bdcf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1178.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1179.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f7ba83ba1f90def6cb237ce0c0a482b7b4c8196 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1179.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_118.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5770603181e97488acb621a7c0cd38c6b1b14fc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_118.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1181.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b98bb1aded59b25b35be48a9ec04433226ee799f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1181.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1183.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..202192c76ee26429e050e7f34e31bd0297e17dd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1183.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1185.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ffe7822b1b95891575af797c84614bdafd237b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1185.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1186.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e740e0763bf158e10b36ee7c9c1ab4fa6a3d13d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1186.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1187.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3d48b44d44ff4d3684c6e84cd09e9b8bd157f0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1187.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1188.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a214c8e7e081699b3deab398c023fdd43a747d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1188.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1189.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e62885a21cda16e6b433c54cfe7e4032ad6d7caf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1189.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1191.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3258be17b2775972985a25ba427ff8b64b5b90ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1193.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..212f5bf3d622d74f731a546c4365af0fe6c48569 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1194.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4663416d940724c886d8fa9dc75eff142763d6ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1194.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1195.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65db696da43e5f5447ff2f6721fb47d186f702c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1195.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1196.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8097346c1c8074e2b3005adb799e3e6b6170c28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1197.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d306ac511b3b5d3093ff1713d2a09ca1ce61ad98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1197.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1199.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85a0122243d8d8b73c28af560b8abb8929398063 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1199.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_12.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_12.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d08d1e3452b63fb2104481a4aa22f20c4430b79 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_12.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_120.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47ae403035f7c3ecff29662aafaa796545a0a605 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1200.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..420c51dc673cb3626a5a01d44a9bea12a489d64a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1204.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45c38d9c19d82956b1078bf13c186e3bf6ed0d40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1204.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1205.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad248ea9e16213e0c21235d02bd6fd4a81efee46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1205.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1206.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..095311394f677810c7b692c47cb67eef48f607fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1206.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1208.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2a5de2e605e7b8b6b8df8a8276dfc37e8802962 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1208.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1209.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66736e5f848d6d1dca2445fe82160ef9e9e34bf9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1210.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25967d20a3f09e68a0387a9e884a9a2b9f592542 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1210.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1212.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b946ce3888ba1d33fbd6310e95d5a94131b08517 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1212.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1213.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662481b705dda19eaf167b0ba10fb13b485eb8b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1213.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1215.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3835e91222d16341ae0e7e6e5a59087a1b5b563 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1215.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1216.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10f4e6f699fa78146beca559b5b131d920c0edf6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1217.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dd369d6d7dfba2a183ffc20411d1efc28717bef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1217.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1218.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17be21f038a935899f48bf3c7617d783a7055c2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1218.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1219.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c320c3fb41b776ba140de28e7c3c4a1dd8bfa45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_122.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..791be064ef3decd15cba4f2d49e709af7fd3db0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_122.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1220.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..234f283777984536104faf9283e8b694e3d95680 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1220.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1221.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34a48f315963f916e6d7c39cdeee7cc41feedb0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1221.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1222.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d15bd5b6775f4118181a4bbd97889e0cd43c0263 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1222.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1223.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10da1299651880c66f75a613379eed1d25f872aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1223.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1226.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34f67d43df0daeace045b884f5ab3a1acd0f9bf0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1227.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..063eaee3863df677fd2e80474eccba5b7411efde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1227.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1228.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d701a0c77aa25e6c511662a151fa14b9b7018de8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1228.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1229.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bcf0e6388006fc7dc87eaf8deb8747d9106fa08 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1229.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_123.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81b610f9154654169b6268d601ae8cd6a4a02e15 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_123.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1230.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62050bbcb4a434d362067146e242db1fa471a73e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1230.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1231.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f2795ae08996795b5e3e09a97bfe318ade548f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1232.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4537f339e4b19c53be837fe5457666d9c88ff0a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1233.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b5985a7b9952a2283636dfdb5fc9c39123c97f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1233.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1234.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bcd39758625440ea79e7b6c091315078db59b4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1235.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f49591b50d09387a523bdd36e96eb6b0880102cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1235.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1236.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcf3a9ccd8ea49cef533cc21510f3a67dabc4fa6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1236.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1237.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a25ee70f828f728d6caa769e82db3e733c970880 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1237.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1239.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..262bc36e76c352350e74d85133c113cfa3b02bc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1239.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1240.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42a7ddbf40f3b59f74b94823b53fde47c292aa4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1240.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1244.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63bb7efdbdf60ccdff97807d301c1e2e33cc2267 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1244.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1245.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c5df972b254ea2c2da4b10edf1bec12f09d11de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1245.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1246.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..346820d5e50da27e75e1d5a276ebe44f9a5a8cf0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1247.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93f8902fbec2e8f19dc9dc8ce9c0cd358021b2cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1247.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1248.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5c5be26b3e1c6fcf916e5b1d3e919b5e9b9de56 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1248.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1249.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5ce2a77cc640ce6b18fa7c933ab8f6014a9d9ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1249.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_125.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c414ea18a0a73098aa2343db29bacf4417848e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_125.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1250.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..970681b4cd1d7b211829198ea3362bddb2852e63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1251.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b022b5ea6f91d6e19b8afdef2e115879ef6e6f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1252.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff8627b9d2a9b02beb49b54126edd7d99521f211 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1252.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1253.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a633a9758b2db5cedfab1a86c5e9f4cc5860b51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1253.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1254.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f79590369ad8899469cfefb306cabe127a069d31 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1255.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1684aa0c8d0036d20f5df1933c0d6cd601354870 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1255.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1256.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e3b48492bf43ef08cb32f07cdd57d65728796c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1257.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..092cb8dc0a5f2fde4f5c86fff79640aca6d30326 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1257.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1258.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bed615e9abead4b84e29a22d6bd5b7de4c19182 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1258.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1259.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6ec7f622553d5eaad22d3afb020e558a2a354c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_126.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e23dd9bcecf2a5a00b495c2d59d81fb68e883157 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_126.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1262.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1481e23264c4e0e09a650ff899ab08264e0a1d44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1262.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1264.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64219da7401a3879c3cd79de03c9caa80a13e50b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1264.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1265.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5194fb07e7547793b6bd199b2978ba960796faa2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1265.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1267.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97fc8019626a9826113fbfcd15fd98cb96cd98f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1267.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1268.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86a45f67eeaecb972412b8d8f6984a8017e7c5dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1268.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_127.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73fdca7c94d12e27da4a7bfa737ef363b82ebabc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_127.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1271.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7676a7e6a9f00a11d15dee481c623508c27d9eab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1271.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1272.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ce4598b0cd36295dcb26f78e52a1033b481981c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1272.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1273.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..078861fcff28d09363dac743335604a85fe9fc50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1275.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cd8d8dd8ead83a3034ceb8ab218ee9b7f57ce37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1275.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1278.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..387767c8fd9c3a774b165f957008f48596de6c27 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1278.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1279.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a78ea91e4f85c175bab2504686f7e2f5c117551b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1279.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_128.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f62b06971f67a3d9d7069e33ba9d22e645f2376c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_128.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1280.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6061ac3bb621545237ebe51a30a6abe260c1b3aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1280.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1281.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f29aaee35788709a67cc14e5dd80b98ece0a87e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1281.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1283.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f761f5b1d33e4f9d4208b820c0521f497f72515d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1283.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1284.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bc13303f3517fb3c86bfe4944bd7b3161c653c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1285.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23cb5033e6924389df2f0ed7ae73f3c4a903dd58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1285.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1286.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..954508ee2c57753f54dd05340ea05a3daf829c37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1286.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1287.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0e34bb2790b4ea12a3b3cb244eb98bc29fe3dbc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1287.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1288.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5042e52a14865b0c0c3d372bf40b613c3a32fedc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1288.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1289.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..894579abaf3c28c42a3e4820de8d2ecd18ef0952 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1289.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_129.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d59668f470dbf2b8612ade230f4574607fb6257d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1290.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6d298f635c08cb3ab98e629c36abb06cdd9f25c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1290.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1291.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f881aac2185af0b25db77fcd31c35be6568ea28e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1291.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1293.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8acd6c8ff709e5da4e2df5501f8d7a38917fe290 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1293.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1294.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ec5394f6d41afe28ab03679517b621dd22d6605 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1294.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1295.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55920aa031d4b9b59a50c9fbe40f6bbf399ce57b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1296.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71ba112f17c230746fad399c3236183ce2e2c7be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1297.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3baddcdd5352538d92864b5c4a9660d0f758a68b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1297.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_130.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..265dbcb9e5445739c4388c4904141773f86a6d66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1301.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87564c5c6dadb3b9c030c6e5cde9a5c95497a86e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1301.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1302.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47ed8c44291437ea94a446e2febb109058b1e7fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1302.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1305.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af65cb04f8eca9fede963720fc70e45b860b2fbc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1305.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1306.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b90b32a719e928fa8e69e7262f0353bb611cc8bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1306.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1307.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cb92992d74f5bdaf8834ff3ee1014def668348d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1307.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1308.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f4be5fc6e67f136f8cf296ce9b8a1e187ca1845 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1308.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1309.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64f9cb978df70ab7a94bd4562c20cc2ae7424f29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1309.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_131.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec62007b9d2752372da32e40a94a2fa38b596875 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_131.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1310.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68b6431d72b97777a8ae1117a82155de0e982b18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1311.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d50aa1f875735735523cd71ec920fa6e26210a9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1312.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d196e8720453074dee6fb93c5ddd1def0f960ba0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1312.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1314.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2677c3035a37419d8411784a07196531d55d9e43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1314.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1315.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb0470cea1411ad8e95f5b343d7bbf4146df13aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1315.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1316.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4484e2d03a141430e067c530aca0c2d49c36b9ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1316.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1318.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b82fa331e03bd816ccdb56f0917fdc5cb8054c30 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1318.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_132.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..465b961cb584206255d48b784152a2474cc51807 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_132.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1320.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e0917542371be6b268c8badbc12164cfa68b8cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1320.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1322.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7730a145823d82f7999e9b860412066a7da47fe3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1322.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1323.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d152235f0a6664f2f3de3d40128b6a08ae75a84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1323.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1324.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c8ed83dcfd864f5c1d2e3080c159a093cfebac4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1324.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1325.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..400a45b828b09fe2a977039c4b8b5d6668ce51f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1325.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1327.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b947f53e60f330c5a3d97e31ed0154aa597d6d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1327.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1328.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..986b7be3b895659eb5cc22db5820aae2abd5732b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1328.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1329.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8558d66bd2b033a7b9caa65ae480b8ef40634a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_133.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19a92977f01a0074caa98495c0fd4bdd17ad8662 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_133.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1330.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df5b8275fc2e8b9041d040081ab1adbeace0a59b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1330.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1332.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae4a16889ef969dd36ab55c2f12ffdb4e78d3452 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1332.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1333.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba6e5dca0707b9d1ac95e6b2c343491007fbd7d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1333.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1334.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9293ae9d854721daf3fb1304c99f0831751bc2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1334.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1335.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6da9a07045178468b1a9a1b3009ca812f05ec5e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1336.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f51837b7ff4f4ab935fc13ceedd87a5d4850878 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1336.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1337.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b480b2d1ec5328bcd7a4e3c104e493053d76dbd8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1337.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1338.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c14a3ba23e0d21042611d52a91aa9f85a410ba2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1338.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1339.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ab34f3c512bacadd964d39ffb28e30b33ca5577 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1339.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_134.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b6dba5629dad22e129a50c7ac7c9cf146215b70 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1340.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..101ef2def38103c3855c107ecc81ac91ccfbce28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1341.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39416fb0dd424d1537beae1c32c63fd5e4dbba0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1341.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1342.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38c12962732723a33488fbe1108c91ce6c76846d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1342.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1343.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e9b5b2deae61919403a5a1d8939b8626ba567fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1343.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1344.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9feb002b9614a96ecbef63ba8a281af8f96c30b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1345.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aacab6aafe2801dcc2b7e35b92d0da0cd09186dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1345.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1346.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ea8adef9cfd511111697919a1ba684b18afcecb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1346.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1347.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33a9524d000c0a2214af27ab4967fa024776325c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1347.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_135.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69abd893c249544dd133e64655e3d5fb9f1930a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_135.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1350.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bfc14bb32ea49b58c22677afceddf6fc02084dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1350.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1351.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e6c50f109353eb539d949fcd3e5fe11aba92a52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1351.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1352.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c2e9f9a2a6f79d2e01ba7150769cddb24eb201e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1352.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1353.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8c5d59f63d58273e5e0bceb000337c3bfd0a7f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1353.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1354.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bb4e161f61e85c8b357dcf1b39e86572359d065 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1354.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1355.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d66e55359b75cac030b17eb7f9fc2ce2ab165e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1356.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d91f1bb31eaf8b777c53f7476a491cc51ced9a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1356.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1357.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9e8ab7b0513b4258284fe815a1d05f8c00113e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1359.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9cac2643209031d5f20fb8d2b7aba5b41a59484 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1360.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..813f822192eebe4fefe68fef788ba03e05905b22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1360.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1361.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2d0c3b851e3514ba8c9bc9823731d7e58b361dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1361.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1362.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa2eba3282f5fc9b39365edee0e260b88202a91b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1363.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22eafbbfd8eb31a849b7ebcf70d7270c0814f5d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1364.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c205a14ffc4b9e7666faaf171c5beeaab01e43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1364.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1366.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb590a342e887f5179b9da4149f572197679aa3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1366.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1367.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2ac90b63a93e248a020dff7b5dbcaebd085d819 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1367.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1368.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34495918f8dd5717fdf2aa9e96ab1e6d60a7077b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1368.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1369.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f3754ecd3f532f4468271faa59968406bac929b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1369.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_137.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6733232f1ce1b0b892bb9848ede259146cb56653 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_137.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1371.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a13cb99a1d5bcbc28054f88b368411867fe91c6d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1371.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1372.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dabd38e5cd5e8bc20dbcd4876761e4dd68fc78b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1372.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1373.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eff6ffb9b8be1c23bcbdbd4d64243212c239c9f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1373.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1374.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d210be380ac1d606030e15d92d0ac0f0ff264c68 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1377.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..062f00ee7033827eca2066d15d47f6096bd4157f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1377.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1378.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e667d23dd0432ce4e2d48810ca91d1e00cb76615 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1378.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1379.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ef0e70a07712b9337f4a9da9ed6b3670081ff7b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1379.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_138.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b214df236df4a436a96b1c7ec70ca65feb0a6096 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1380.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1889c45e95be08e91f1dd93535113c62c30c0863 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1381.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc713f89346d21f231f1e6b1a91bb5f51c7fcf9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1381.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1383.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28867f97b252bff322035484f99c9d3c6ea66f5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1383.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1384.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890f9972257f08cd6a2778ed1841cad3eec67242 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1384.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1385.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a2b566ee3d6d877152b1939331d0d0f1cec9602 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1388.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0edc545138f24176900c931f6dc9bd70d566a4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_139.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8ddad435639cd56a57008fca37e7e8d15b21e41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_139.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1390.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..921b5bbfb59183f1699c73504603d12b370324ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1390.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1391.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b8ee0d5d398d51bf334d70befa4cf9b17074123 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1391.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1393.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe30671ffbf4397d960c972b0e643f51dbfafb07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1393.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1394.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66440831454e55bf5eefba46d90522bd97639959 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1394.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1395.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e39dd328c084dd734a47ce5d5ec537c2b3cd4e5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1395.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1396.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e29f67c947ffcb2fd9605b8a344dd6630311bb1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1396.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1399.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bda104b7f5b4f47065d9b9220af79e59aa46921 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1399.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_140.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60d5ea8231c2f17f34ba47f46a0a59a310a27612 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_140.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1401.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdb231acad85fb5135c1b458fa41fb9699d91f47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1402.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c89e8a274be95753322e7b3815b543d24ad5e984 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1404.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3caeea459626df44ccf1bb5343a87bff19843be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1405.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..549cea772bbd9f0d44a384a5f4a002bbb1efe25d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1406.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..531e9263d5b3381e63fb209fd377bdf29a24156b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1406.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1408.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94c47c6417b64ecc1933ec18d7c69aa6377ca63a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1408.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1409.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5df45dcffc65de60882ce8893a0d419324b60952 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1409.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_141.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a82f167a1aa0f78fa16f12db85945068bbbbb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_141.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1410.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..872d02f22452711dc14a0e9a620052d993a91a13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1410.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1413.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..295ca3c81e6570d43f64bec0aabed2f169bd1f4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1414.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b6ad36f24a53f68109255830ab31b1fa4aa8df1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1414.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1415.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d68c5f7ddc71d916265201a243437e2c0c3f833 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1415.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1417.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3e8d770ee1f480be6795c1416153ec11502a3ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1417.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1418.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bae0f9f910e89fb2da5fba1bd47e5ea09f453eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1418.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1419.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c894ab84c0fc0474598e0dd5f78664f884414ad1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1419.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_142.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6d1eb733475c02c20380b61bbdfd8ec48cf42ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1420.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db10838cecfbb3ae4c106ae1ff48a944ac4b407c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1421.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93fc95c11a3aac8effaf94a9d27cdcf9be10e794 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1421.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1423.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4108cecb8d50c656f245309bde237e6709b98420 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1423.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1424.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33fd3be97920700a3a3d254f129ee6ea9e4913e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1424.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1426.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c8fb33ba31269ba10c13289956afe2415c8b2da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1427.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d123b1613deb5c285bc3dfd93b453e61251c13c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1428.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4693053b6fdc66fade30cad27e1ce36de55b0f5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1428.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1429.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e15186fdc5c4ca53d3c705d30149a78894311ca8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1430.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcc140999137e6eb9385e4dc675e35012144b9ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1431.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5d691dbf965985e8ca5e6efd3d31790ef57d0af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1431.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1432.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1c7084360bda2c1e400123d42f4c62c05db7659 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1432.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1433.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..309db266dcbefe222b0a463a7aab5e3b879ef939 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1434.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bf894b7740ee3227e8439dfb0bbcb64da909af8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1434.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1435.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d9d040ac8cfe4123b72c0540f3455e9d8977047 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1437.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7adbbceec134d4b9bc33831ccbce2b0de08fa035 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1438.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c5848f508e4584b438be1682e6833ab5985b18e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1438.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1439.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20e0a7dc65134b635be26fbf37b0ba6b6916ff8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1439.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_144.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae75d2b18d5ae52f6d58df140d63599e5381ce6f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_144.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1441.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b53aa3dc12696f2b4c5ee6af10999614d74af815 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1441.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1442.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a13155476123b1783165afd7bc1dd3d002b879d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1445.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d35b3b0815bfb963a94a79bdcc454270839554a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1446.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d44df9eed40fb1b1d6f4c2168bc1e0673b5baec3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1446.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1447.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a85d57a6f364f94ea4b9058304df532ddc38fe65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1447.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1448.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31a2164201c53a96ae6f67b9a08df957bd26878e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1448.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1449.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c27328b69e25f3c5c0fc920d689bd7b5f169c101 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1449.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1450.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec319bc94585548dc16ebfb9f103b035edd057a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1451.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5c2653ca6f9e01b1553a3e17bf2cbb489c5524d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1451.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1452.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..885f06573b82927b8f5e1de514713cf36bd24eda Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1452.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1454.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb328d6bf86981e732b7d1424968ad1db2f98184 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1454.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1457.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57934764d56e323119a69ea8782da68608c53335 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1457.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1458.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e6a5465174058cb86b8505b177f8176aaeb7332 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1458.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1459.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39390b5c893a3fae02147d8512f33b04925a2503 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1459.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_146.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07ce7e7e713be2f6ac3d09aca7a88fa6653e7595 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_146.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1460.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1701a9df85d8417fcf36578746164aa146494952 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1460.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1461.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..633d72e84fbebd3b6aa2a7a8fc06c4ad55dc0e8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1461.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1463.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61bd3e08df82e3f2ec60bd4bd8bc42aae022b1b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1463.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1464.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebc1ac6a2921d7ae8a7604735304fcd4bddc87de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1464.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1465.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ce55bb172b77ca8b28dc4d68971e38597e29d26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1465.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1466.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a3903ee98b9e0cb7d212fdf241fb137daba8bef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1466.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1467.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83682c9db0b090bb199bbbaf2c5e74f357a9971d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1467.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1468.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ebde44053006d53cab5e9915a081cafcc21a082 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1468.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1469.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c98de60fd5d7da412aa0f1dadde4e8d7440f2de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_147.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e68f71f4e60527abededaa0a94e612802d73f89b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_147.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1470.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee3fa8ddb33b9e1845c7bbbe2dbad1547e5b90db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1470.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1472.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e7828d78cf908326cee1cb85f375b2a2209cba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1473.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79c37445a522f2e412cfa7bcc825e0138d8097bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1473.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1475.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..702777a56f2ec319460d6bc1228491e9a333d7d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1475.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1476.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf1765ead16e1d6d09564f32378c3b73b98bbd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1476.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1477.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5e3d053a7be2e895131602aacad06a78ebe8ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1477.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1478.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bdea078745db69c530f1408547658d8063a183b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1478.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_148.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d618694b5dd21de1f516e9a8a89479e01b74e02a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1480.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78b8c0bd934ed12ebb67805d39e731e66aa99ab4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1480.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1481.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adec7c6243aa87e0aff51da749a2666d10a83089 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1481.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1482.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e48f3c5e52f709f8bc383299f01e5f10b1fe9142 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1484.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a717b0bec522e2504ad1602eb8084bd2a9fd6da4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1484.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1485.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16c15ae964b27148c2f736917ba80f3c80ffb1b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1485.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1486.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d580a90d33d9eaad547fdb2e1d30da77267c9c16 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1487.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3073cf1d4faaf75b41237063216b28dc2fff8ab5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1487.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1489.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f3691dd8ae732efbe71afee7d23f8145d869f37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1491.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0edb3186de50090d468ed555c0008d9ca59876b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1491.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1494.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf53f19c683a3e5522736e176721c5ab8d308b3d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1494.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1495.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78831b173f62782f28e0d5c505dc55fbbafb8325 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1495.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1497.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..314e4c7f2627c887b9e19091ebfc41cb6db1af0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1498.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1da082072b3dcd94d7542e177f3b78e2ab1adb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1499.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ce087266b0a1d6ce55fd01de7cc5a3556789f0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1499.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_15.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_15.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a77e886990c4ea1a41637a633052ffbf7e0fce73 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_15.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_150.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48ed26013fb04ac24c675ca21fb115a3d0fb9542 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_150.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1500.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f88e3768d898dc873195ff13ea6b1a8e627abd0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1500.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1501.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5543176874604f06d9a24a81a04469c84705f82c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1501.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1502.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efc776d796ecf0336dbba920a1de0b88768e39ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1502.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1503.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaf5148fc28221d963190a96a7a29f371631c13b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1503.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1505.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10090a63c4caebe08dd74a62f8a18eebceb5423e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1505.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1507.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..151d9c3ec2b524eedf2ec5181413dc0cd3610b0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1507.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1509.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83507b1543c7b8a72df6b7998386c9814258f2d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1509.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_151.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9439b2f21f1bd6821f87dc625cf15ee4fdb265 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_151.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1510.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0967485b1f23bc61adecc2ded49b4630e66b7b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1510.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1511.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b11a2ee395bef229ef688588ac43b0e58323f2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1511.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1512.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eb478c1c8d8cdbbc498c517aa9ed812c2a17c8d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1512.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1513.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2402ddd7c1bea0e983d90b6a9c8b1951ead85a48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1513.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1514.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fceaff787530ea252171bba1cb8fdbad684769b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1514.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1516.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c1ed7a4f25a372f97d07a7bfd12e243eadeca5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1517.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9aea55e2acc95e5acde38761f5a96f7837f788e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1519.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cde1da082712550b50b9c9771058086c0fa8ca9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_152.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b941dddc7f53c70f7f2a22ca7f0abb83fe2c9833 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_152.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1520.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052e0878382f132dadf86000e6154456e41d9926 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1520.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1521.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fd7444561dd47c75755c52f0eef7b3577c09332 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1521.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1522.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd89480ac2b1778318981ad3670776caa55fd464 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1522.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1523.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b14a9558ae2ee30593aa7bf73c4cb44a33c3f59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1523.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1524.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06393792fe24e5b24a5135d45d6cdd92d6cfcf4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1524.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1525.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37be294a451178659cafe53f23289aa19f8067c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1525.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1526.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c159b64dddb1870ffce9c462fd3fea612bd79d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1526.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1527.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52fd1eabedd56ac8ab33e6d44ad9c06726ac987c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1528.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e177bd87d613f783484094e78d20db4eca5c3a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1529.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95e5344aaed6883a4eb44fa7183ebb91e5b2b1a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1529.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_153.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51df3364b30ac7f7b90220574e47c50f8b2a1e9f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_153.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1531.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81553d3553b0e5567acbb749622e0d4858288a5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1531.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1532.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb4706ebc658564300fb2c557d724e5769472772 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1533.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76b8ebb6041971779057dde7a08ee7601b78bfbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1533.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1534.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feda79c545d6e0882b945c1926d3817a506fdf2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1534.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1535.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..147cff2fb9d4cbc306bbe829849824d42fc0ba35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1535.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1538.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30250ad1f9667d13f1debabd13ff0a9eb0da2a1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1538.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_154.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ee10973536df4b6cba0e1a3d91a1dbd8420f6b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_154.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1541.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf25af7d86e52779cee4d9286be2c5e8a985d113 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1541.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1542.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..824abc30f4f3b00dcf04223389701f67b4eb444a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1543.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..629653c0f6cf9a0ca1bbdaab14567040fe64cc70 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1543.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1544.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cd0da19f4871af74c7a721f5e6797343e5b8a18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1544.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1547.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..218762da6a665ce1b19b43a2193cc4cb7b62555b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1548.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ab3e31005d763c60365ae019e8176fdc8bf86aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1548.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_155.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..047702bce70f6f0a5abb809436ded7bf4b7cc8e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_155.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1550.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..130e931983e20db93b409cc39677bc4b271248f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1551.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fd09e8541f1b582a3bb7271da13f9e3689506fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1554.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f300a5e1fab387838337c60ac757d4bf36891e9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1554.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1555.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..766a0e7b9ae0bf2276dde3e371a7e6e270e766ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1555.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1556.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77892b4d7b11833a4c8cc4b71c7edb6fcfc7a4c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1556.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1557.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9be00cd4563d4ab0da0710dc8c28cc1f7665089 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1557.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1558.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35772a4161377259c47fa729d107b8133483f4d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1559.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f4718068f50e96de6f13c1d922961b20af64875 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1559.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_156.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b70d698b33b4b35d48a74aa33b4ef7f7cba748f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1560.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2660ee4e8413419edd6ccde7a116419d79a2cd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1560.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1562.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e814389449c1414b26eb912fb63e4f0ef5ae381 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1562.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1563.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..185a212d695cf4d75a8b3a5ef03cff2ed33e14c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1563.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1564.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51a4efd5ca478fa7015e2a2edd6271aa696212e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1564.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1565.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5c4c979588b6ee8edd61b8902e12770f91c2c66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1566.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..317e1e203c97be13405c92decd4f21db08239462 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1566.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1567.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1a2f5575b437809b595a8efd9673d7d874a0e12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1567.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1568.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70dbb11198505796a88085edb979e17a5bfcef5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1568.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1569.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f00488832d955608c83bd8dd238a5f5ae967401d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1569.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_157.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1cffdbea17bdcd155d7fa04359df407a4078f8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1570.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eccd13e8f27c43db9bf93828ccc922bb88df0ca2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1570.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1571.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70986f6df399753cf28f37b7b41ef0406cf09c53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1571.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1572.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1956ba09c6ba6d03ce14c62e838cf34a3825600 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1572.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1573.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4215c29df8989c25bd89420e96b22d9787924a7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1573.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1574.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0af377e4549c0ba427bb1e9dcaca9ccbfa8ed7bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1575.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6bbba7ca201eec93ab195ba3b1a4adde185c09a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1575.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1576.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8c30e02bd50bf6c17ffeb289178c3eaf3e69e6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1576.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1579.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45caa0e5284c1e61f752e497ce14e78965db8245 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1579.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1580.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea68206b29770432a26821765c8c566da30ea7a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1581.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d66cac28e99589ade23a69f896641e3b4912c52f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1581.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1582.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72b1c3fe39b450da697ce1601d42e4913c7396eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1583.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b83a14dcca4bfee4562f59fcabad37ea2e77bdc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1583.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1584.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe05e42de5f36d3fabd3ddb5f3aa41f5539c1bca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1585.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a14277ebfccada169d6b43a06abea290e84696c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1585.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1586.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ee0cf360efd20537ec944e8fcb59bcf8b4f344b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1586.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1588.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98dcb7aa5a213c1bf44c0049d1c84ca8f2860c00 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1588.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_159.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1813b0b8faa5c27e6f68987d74c1c4b5ad1704b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_159.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1591.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba288aea16a84df296e149a6cf1c76deb3b94742 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1591.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1593.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..988b14523729e20769231f7d7872189f6d01e02d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1593.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1594.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e2b33a59a929033cf8fb231e670de64520e7667 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1594.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1595.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5af78f6a48f2ebba220e49581a5a3e260086430a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1595.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1596.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ba7c6925e21c7eb3cb81904598c233b21236f48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1596.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1597.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..805a0bc48ff0c909988214a712e5c5727f519c57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1597.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1598.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4731e531b4bbfc87835fd8148f6f5b09261c4dd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1598.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1599.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa0e7ea1d2d5069fc219c9247fd5a7dd1e0f3362 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1599.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_16.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_16.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99fb3b34b3e3945ee28541dc2fd8b0a1715ece0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_16.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_160.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..540bbb22487e3ed36d74f1c6f87b001b2c717298 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_160.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1602.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b539b66ba90ab873a6a7919b6d207f34e0db0d4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1603.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..059d6ea17e82f2f211f8d2041a9e36a5d31d9f80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1603.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1604.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82d4f4bad226a8d789b4818fddd3dc45207da54e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1604.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1605.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..205e539222920a82803f744c4c14a61285e9b180 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1605.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1606.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22269686dbf2c0969a902cff8b6005670c419310 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1606.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1607.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31dc78922cfc0f67d0fa00654419ed7555de9a34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1607.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1608.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26ecd8dad5862b220aa935a51d17244e1f6df9d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1608.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1609.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff4476327d449a020058da7142d658e54df3cfe9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1609.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1610.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92e008fe6340e241b8cb8fd46530939ce61ce810 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1610.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1611.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9c47569e0e35dbcaacc17d7fd44cc69e1e97de9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1614.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca5acb3bc9bdfdd5f9397b2201c369cbfeacf6ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1614.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1615.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ae5e87a0c520eb20ca74395b3e36455f68c26a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1615.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1618.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6346c845b2ac8a04ab2cb668c2fc138c36d1a169 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1618.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1619.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d81063c5c62b82d7b5e4af27efdefba80f3d7c1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1619.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1620.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d8642a2bc018f457873be59dbf1614c108f54f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1620.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1622.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67dd7296faee5cbe3c16e8288267a1b53fb283ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1622.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1624.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3392de1079b2dac56ebba10f0ffe5707caf1f759 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1624.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1625.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddb8d74840998ed580172be28ca62a9640819e02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1625.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1626.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58baa52ffa863fddc854373a10623aaf169b9af4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1626.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1627.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b1eb553cc6630f85138b6e33f59d4323bdf56c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1627.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1628.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..868e6d31891c4602dd44ff946de7b5d2007a66f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1628.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_163.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5901eda1d6af503c3c4b50a432f95863890cf3c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_163.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1630.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bceab268ef485372d7e8861751dd9c71de97c0fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1630.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1631.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5734b108d9127b4b0e093a64f5ca25a7027782fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1631.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1632.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b91934be82722820d7d16599864d61df9cd664b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1632.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1633.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9f2cc40bb19d93db59fd025d081bde5cba334a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1633.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1634.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3aa01a1cc8f522c28ff37127c7ff623269c36ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1634.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1636.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6197837f344a00dc9ecdc7049f91659a92dc9508 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1636.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1637.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dffbbaa839e26870473210464ca247d3cd161f87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1637.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1638.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c04ddb8c3b94cfadeb4e7e8c8319caa86e0813af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1638.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1639.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db14c15ddad1b6de1dee3a1605aa3341ffc82ce3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1639.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_164.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6f3d2662ed261085f639471001c85261ecb326b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_164.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1640.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f0f96c219f6f6db711c10744a8f55593c2589e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1640.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1641.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6dc50c8773386944c398ca5e0db3abe14ba0187 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1641.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1642.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee19a155033919044319871e8b447938807e23f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1642.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1645.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76b59090d7fdc4ec8fdb17088da4b57fdb9180cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1645.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1646.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71db155ee0ceeb5d9db3d218d7b5d0314bbda123 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1646.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1648.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ddf649597cb7963179c4ead2f0fa9f32de29d07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1648.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1649.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3c051a27b2b444faea42065e45d3c4a3c1cab04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1649.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_165.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8494092a85c41776c5ddb6d22e4d6e051972bd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_165.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1652.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46c7313acf0ed53ed9eaee3f3d6126d817a96a34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1652.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1653.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07a32d2c36a279daa9e02623186e7cca740f3ebf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1653.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1655.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8784b44a4ab715c62d02040a2d7f2562c8385551 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1655.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1656.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0927c095fd0afe361e4c208a0aa6ce6705cf8c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1656.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1657.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eade306e65772df3c55523d90aaf39941970303 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1657.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1658.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88e8400d85c36eddc3d36d9d17af94b2e5b84c92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1658.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1659.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75c1a485fc8f3e2435ca8697930da54b56f605d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_166.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f2af5d2351aa28e63d5da9f9ac8a91da775fd67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_166.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1660.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e2dd732c241dd87d66e91bd302209d58ff621c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1660.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1663.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..633a85161e656db90fb62165fdb550d35425777e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1663.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1664.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3edd781d2b421d346415bda86febd056877c6e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1664.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1665.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8470ffbb35db757d20e6223946c22974c8b7b6d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1665.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1666.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7e66417c3261c89c7c213fd0f9eaebdec2d78f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1666.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1668.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a892051279b197b34e4c4b2f246df607ea526687 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_167.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67cbc2a6e46df4fc70a7f8c3ba7e025651efeeef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_167.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1670.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3b47ebc007221b8acf19a917d24a7763358be95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1670.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1671.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4118a9080b226fcfa3f9621492b944c54120331d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1671.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1673.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d6c66d040f271ab610a7bed5e929001738be688 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1673.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1676.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc904e2abf3efa3952b8efd2e0e008b7e58d51ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1676.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1677.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32915246d0e78c404cff71b46574c104bad8d8be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1677.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1679.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b449c5d89b83df7d61e71f25ca1d390f2bb111f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1679.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_168.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be24d9fab4ab5724f338e139177f46827a76dce4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1680.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f96db87fc7ceac90e2034e220ef32eb09ce94388 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1680.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1683.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22df53f95bad63b67fa5a3efdb34c26622859671 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1683.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1684.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ca8d0dbb224b601d5c469437365d6e50029b8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1684.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1686.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c467cc198cdd0da4fd335020e74fa17c7ba859b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1686.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1688.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..379c7ca8a504d70e87bee9f6607c9d1287d74b40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1688.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_169.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3cd72636bcc87dd75fee8d3bf949a1a72847450 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_169.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1690.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e283e8f14dd7bacad504d0e0cbb9bce9b94f3eae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1691.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a50c564bcf1d8bf7d788cd042505ff1359e95260 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1691.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1692.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b6b7bb7d2980813e4bdb0ffc02fe6028bd877f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1692.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1694.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d7f46c921ad1f9d352649ee8802938ecd1f0edd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1694.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1695.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30c28e125a8e4afd1ac79455933383ebf850c42a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1695.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1696.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..104100326297c9af22b7287a8ace40f24aecb09c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1696.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1697.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65048c585482f47996d5eb2ac18df0f7378e19c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1698.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e877b17951f9228f9d46a7a64ba6fac358f6f41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1698.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1699.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe3b5903a432ca8ae11a1ca766b1f71b2a72c353 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1699.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_17.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_17.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de89fcc5cf61358b0bb7fdc596772c653a4db15b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_17.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_170.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..185e97610671d0db27a1cbe5f7d6fb356d65eec9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1700.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6e2215420fdfb15f96ab909791a3bd18b60501b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1700.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1701.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b16ecf5793f1bd22d2fb6468522ef2ff38126230 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1701.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1703.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84304c55a3b058ef1b29ec69750ea3eca38b4a55 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1703.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1704.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8700607da97d99fa26955a31f52502dbeb0ba8b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1704.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1706.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5f1dc4fefd6dccad2abbe1fc92bba1ecc0f55a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1706.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1707.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78524036544441f4a45cf20f9a0c2e7ba320df37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1707.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1708.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5107d8372fbbe5f529d0accef056421a4b011d66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1708.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1709.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1051d2cceb771092b86998d2991f76dabc4ab5a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1709.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_171.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1654bda200a350f66c2e1b431162b382cbeae3a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_171.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1710.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbf1b431b664b65e15aa3de6dac93907076c228c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1710.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1712.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51fcc6e3f2acd8e67163585c63ee95cefe7b5cf7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1712.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1713.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4341b29b25f612b9eaef9e0fcafa4c20305ae895 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1713.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1715.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4096d8ababf62fe85fd2ad0d506606778f5c34e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1715.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1716.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f93422d652243cfea21657bc5b7bb21f5e3031c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1716.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1717.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcee0e5233e3fd5359f6b0f6e673db954abc35ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1719.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5abd581130c3f8a1f02b4905c4d7b0815049ae61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_172.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9086289024677dcdda0f5cf47c554c98d272ade Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_172.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1720.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed8b34a0828833c46a6916b13d207e4a782d23d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1721.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80c0e00a89b397c4569ff3b62befd447f480648b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1721.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1722.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a7205fc578996aabcd685d43dc3cf8941bc01b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1722.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1723.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bef373c9b20148be539ff387fe9b09cb235ca4ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1724.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6347816cc047699bbae7c7ef31a25edba7a6598 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1724.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1725.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..136619b0ff996fdd80a255ad8747471c54afff15 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1725.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1726.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582dc0c4f043b87f126d0b22ee247b1ccff3ac7b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1726.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1729.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdbcfb6c15cf2b6d15f32300625c2fd5776612e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1729.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_173.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c67015a4a82761e335f9612e095ba912b121b94e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1730.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a39e60f4a3a64d295f3086d6d13494dd4688c00b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1730.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1731.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ca42f28609508bb9a98c292a5787d398e03daec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1731.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1732.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87d743a26381a97419bf0789a982cad4a40b19b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1732.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1733.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa530960f291926ba179796680be16a8a89fc4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1733.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1734.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..371beba5f10ff2da6ad813444d6af024564c1c52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1734.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1735.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb50a694ca2d0877be955feb89e0e0046cb0b844 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1735.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1737.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06ec8aa8837fd2b3692da4d4d8c832519e508783 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1737.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1739.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bd1ee330dba5955ae43fb5a00203ac08d3839f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1739.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_174.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9fd22dcef08285fa0008d8b01ed01db04b8058 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1740.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46a65e474cea8d95ed948096270d647b00eb0821 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1740.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1741.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..392d7630e8cdf6339a523e181b038cf0155d6a9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1741.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1742.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e8f6578155ba41bf8da0323ab20015417db4554 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1742.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1745.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fce86dcd75f27c1a126d89b5697d136e1ec81519 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1745.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1746.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c3d634eb0901c50011472e8dce1b9b337f0e28f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1746.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1747.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98f1b2321fb87a582a85022800b4d297f15898e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1747.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1748.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13a7026fe458d17a036aac0413e59b6aa657220d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1748.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1749.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8adc924c3255c990bb3bb28d9495eca2ee4be641 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1749.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_175.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7800c67c1e10aa8d37d0daa001f62f4f653891c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1751.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7588b23404dec2f6329abc51d1b5cdbf414c6b27 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1751.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1752.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b5243144f82b7a88ebdb94137540252908c7571 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1752.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1753.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b02370c90919acfe4a061b551acafe1375c4928 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1753.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1755.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48aa67201339f6223b95d31989edb8483c31edeb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1755.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1756.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecb70cc00d1641cd0b4e84f9c6d194d4fa51f9e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1756.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1757.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55dfd6c07c98cf7b53327ce8749e1e194d099415 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1757.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1758.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab8f0561a24013b0d57e0795a6ec08d70f08cd44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1758.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1759.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24fe4d1ec3f5a77754006f7e211d05a0d1b4c12e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1759.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1760.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97fedbd890cab533944c1e1052aad73955578965 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1760.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1762.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..259d34f324d21d61915eee639ccc7c57624f464c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1762.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1763.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83e33b4eb17d2c427b29330ad30e1f8f1d788375 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1763.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1764.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca9a6511ec7812a6ec751cc13df50555550b1bf2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1764.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1765.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de73cf86a111d0d6f57171c42a844482bc5a1f4a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1765.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1766.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34518961d3be31cea373eb7426de1b2f3aad714d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1766.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1767.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9c0827e3da7e01dd1f437ee975e067e09571085 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1767.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1770.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5df8facfeae685aa6a7d7f67c2837b3d28362c5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1770.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1771.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a333d98a68c300438eac4779fcb7f92ebb0609c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1772.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10ae4aa1a1ab9961cafd943d07eaaeddb99b8710 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1772.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1773.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dd57d9a7330b93e650d1165cf4c8fbeae4e2fed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1773.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1774.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71eb63405fde50cc9249c458a32d95820330eb0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1774.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1775.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e5e46201026ff25a1276a57f76cc53bbe43fc1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1775.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1776.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4695aff14e2eb6cbb501cf1f21e804ced2f4670d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1776.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1777.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42890c10c9433a33e7add1d6f10d8525a34c3ffc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1777.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1778.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15c885ee42d583deeb851a93663b9b866779c81e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1778.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1779.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c320047eddf0ded6cabda55e157164b3ac8fd91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1779.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1780.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..922ef339a813fddf969cb63b645d46998033233b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1780.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1782.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbfeaf118f6961c1da5707e71d4f40237b3b073e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1782.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1784.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f00981d43f41ec821bfd1f8a40748a025f60d37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1784.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1785.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff014b5e86111ae5af66ff126c2b0b5c0ecf8c5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1785.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1787.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dff01a1551d2bebe3d5bb801e52b1c7c2cfaa677 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1787.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1788.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af788525c2141955b3a7bd7056907050c140350d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1788.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1789.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f0ed49678a27e274c13c5722dbe155a419d892 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1789.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_179.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe2632568bf1cbc55f0bf1f5a0702e693851ffbc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_179.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1790.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fce5cacc4f5d742b0122605b00be1f22853a4958 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1790.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1791.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea6848b23a9b99dd8e846e8e63f4cf7b7ecbf527 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1791.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1792.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaa2b6147f46aeeb36a6ce084c287463651fae69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1792.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1793.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94ae99e20aa9af1b3df9a82e203a49f6c7d56700 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1793.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1794.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d4128347ef338d1b4b89a6a11a054cf3185ab1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1794.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1795.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6b03c9ba57ebd9e4d907f3d283226c60a645977 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1795.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1798.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af3a782a828ad789cc3d82b663b535fc5b1a1cb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1798.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1799.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5eb13a5e9360725d6636a109b120c6794120fec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1799.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_180.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1670ece4a68139aa0f966e7c542cd7d530151d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_180.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1802.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..defd547c749ba0f4ec9aedfbd05329b2ad1fefb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1802.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1803.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2ebec5336665b8c19769bc8fc6bb40fc213fcde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1803.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1805.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf96a073f97b1fc303195e5c0ab44140391f9472 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1805.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1806.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..077f53436d08034fa1635e17559d30e33d981c23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1806.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1807.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51ea7d61721a78e88d5023526695ce4dcd404e53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1807.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1808.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3242a017762bb05c9fbee36c18b55de3e4988866 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1808.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1809.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79f61e0113bf12237a409c511a766ff4209fe2af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1810.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d942a5dd5e8c654747338f0ea9fefb6c001773d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1810.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1813.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a8168545c167cc180122b1f80eb63d2542db641 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1813.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1814.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a6cbd11677551e9d47457a1128f7f855efb0042 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1814.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1815.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5825f8f15fc75a3ba7ef18b23000f208f8d42e5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1815.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1818.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ef308530490ab6a1d0fc507e03603657f71ac6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1819.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..079ef9119d3cb4ac0dbe2a3be4de956ae2e348d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1819.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1820.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fca09961417895d5fdbd8639049cc738177ad35f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1820.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1821.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f15f5fbbfdc802bdf69d1e640c62f3cbc6163c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1821.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1822.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d800c9f0f45e44f643ef6cac6d0a7d858b41c312 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1822.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1823.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c5db8a392c7fbca85371ec200729f46c73ab32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1823.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1824.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1791051ed33bee97ab7730a4977a64b734c6f14e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1824.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1826.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f49bf38f3405b727cc1467e8894af5cbac5a457d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1826.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1827.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06a1ef6cc0de4ccfaebcde922703bfebd6edd63e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1827.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1828.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ce21bf1fb45ee7a09972458a200ca3c92458a92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1828.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1829.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3671a882f6323b5a3a1aa9f1cf2df510cdc1813 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1829.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1830.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a57898593cec7b3fd4233b27217034b32ef438f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1830.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1831.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e1adf4809d4322f4eb1436a0e3a4c1bfc5c8532 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1831.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1832.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df02ba02c25b87bed9af96fe74d5b4918b04fedd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1833.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62a6bcf75935b66fbbd7d3a878719eeec9f67438 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1833.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1834.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47da5e2c18fa625dcea4509a0c3a6898f127a858 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1834.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1835.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0919d48499388e1adb20ff1272307c591e0b8ab5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1835.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1836.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ec978929517d16d80ec89c80c1e375e3a56f581 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1836.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1839.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4af2e94f6804fa1102726506611b82963d0b183 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1839.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1840.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12f148ac334756f9b92c51f39e28241e57974ba6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1840.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1841.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ee13ee47fb7eb5403ff8d92ce263fbdd14c64bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1841.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1843.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abf5dfba16cfe7e3c9b3cec73e34da88bc603c25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1843.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1844.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67c85b339d0abd0685e7f245b327fc0f865b07fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1844.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1845.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ee68f06e6686e4d41291603108410d8dba48a9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1845.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1846.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cd61a89f9e4a8358cd195092385ce670dd8cf54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1846.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1847.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34606324be56bb0e6b500bde5bce775cc4c88224 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1847.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_185.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9af3b0ab5dc4bf041bcadfc2de8430cdd0ea2e7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_185.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1850.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e55d351741aacba7baf14e31babad54f7baa74a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1850.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1853.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d775601c7685edee2642f882d2aecec506ad8f3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1853.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1854.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0142c6d627b55327fa9e6958a3b8372d10f23fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1854.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1855.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4dfd24f26d1addf0506610ac36a5a11c5b93582 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1855.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1856.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61a6925ced8dc51305b410ab1c9c28eab51eb9cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1856.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1857.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67889c54e42655d70e7271bc874bde062cb61fe3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1857.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1858.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f220604b49aeeccd37f832c9440ae15534981904 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1858.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1859.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4385a4195052675b7a104e40449f0033e06c0177 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1859.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1860.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..480982d1b00cbdcccd0aa4c4a1552253fcb7dc34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1860.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1861.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e10ad10db315e0baf2fc898d573329b98491aee2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1861.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1863.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..988bfbd83b92c60d6a87fa9679e40da4427441d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1863.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1864.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65623e85b6947a5cde5baed7129e16b62996c1ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1864.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1865.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff3eff0a02eacb1f8b3e81e97b715bf03184e4e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1865.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1866.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d58e297f225f2e2c058fbd4006a6aa0ef23b41e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1866.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1867.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbab1a7924855ee5b2763b7e96966c107e6989f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1867.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1868.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a43f3cee9c3ec8d7589e3dc8ea251c4b86a8e9dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_187.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aec37410649a17eb5653e700b996c893e98a37b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_187.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1871.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c09b5c4032fe58a488d937c2e986c1f229309f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1871.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1872.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9433e3167e3ba0ece545dc7129d8087d2948a8c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1873.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41f359c636966d1157fc14206401a0d2903aa8cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1873.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1874.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55b128510c14e55a1f8a52516cfd6495e5dcdf8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1874.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1875.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f998546ebc4e986602f88cea1b6a1ccdf6673f17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1875.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1877.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95ff7453a520a5d820d13851f1c3eee4ffc1e209 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1877.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1878.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..081594b85f12d8d4bcc18645bf1afef812eb4ea2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1878.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1879.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..934510c1acac4640193557a2e52a0fa8e1df6f5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1879.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_188.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b31bedfbee7d28a7c465df26d9c07f1525b26b26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_188.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1880.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1df6e40cb464f65168b1b2725cc996ab3377659a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1880.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1881.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..949ed2ba44ccbe93b04de40c39253f40bbcab6d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1881.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1882.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db926cd92c7b35fc4db8aa2e53cc23cf668dee0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1882.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1884.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..607c3a77f57d6a307641902ae921e752d07712f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1884.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1885.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6133db9cc2c6ceec08391a0537798c630dd8f66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1885.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1886.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0e4e51a2e7ed1295aa5b3a86275944061283a5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1886.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1887.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a692fec68d6dc12520ed56ed3d85656a8cec2e25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1887.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1888.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..742631175c1daa461baf986acfebd9b339569cd3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1888.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1889.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..356d0e7953ab6fef3fea4ff1606b3fe9831408a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1889.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1890.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60bc9aef6a250fba1f43ea0a6032c65aeef1cf4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1890.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1891.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c78bfe4cd64e3da3c9fb264fa6432e7030373157 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1891.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1892.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca4f428477422261bd92f6add0aaa45e95162680 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1892.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1894.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8eca9dbaac3a4e0d07a38f392b93b10bca6709c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1894.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1896.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c524ac10e45a7a5402f90d2ccd092676eb636e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1896.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1899.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc8e4f35bb2b78f3da327be0af25aa41a2acf3ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1899.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_19.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_19.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89dfac2f8a44213639a52951912439421ccf7fc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_19.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_190.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..165c98fd5701cdce65dbd413c7f924614434c87e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_190.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1900.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2ffbfd644d8fc3351e706683513bc9b0553a46c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1900.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1902.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..579c84058f7038088176c5633d1c9adf1f7cd541 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1902.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1904.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..328a5714644abfe92f0dbc9db3822a72820d995f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1904.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1907.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c66a81fd7d37e1098f6df652aa98d096606a5631 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1907.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1908.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a70b281489761b339b7d939c89e8a89e4547722 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1908.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_191.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50fa35af8b3b977ee60c7ff31b0773f6b7cd954c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1910.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bea0dc55d9bec06a491dd33c6d267d3665de1ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1910.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1911.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97d626ffc69a04e695246e3b478a54ca9a340f11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1911.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1912.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..628cde0fb2153e0ff7cf063676927cbc65b8634c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1912.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1913.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6361dde91a0462154504e953557affacef230414 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1913.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1914.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5091e141913a2106b5f34d7c6ede8a5742694aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1914.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1915.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9195d7b5280010584900401f23fd08d3c6f687e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1915.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1916.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1259b7b9e9e4c3910297c0a9d91e1327de0dcc84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1916.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1917.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9c7f1fc24df86c00f43c8f381b458f9ecb8e1f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1917.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1918.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9117bc86d5b37e901a46bee5d9c720757b083705 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1918.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_192.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13d2e50f65392c78e3fd8adec08cb57f9feeb403 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_192.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1920.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a26a8970030ce2f255e40c353611dd9c6749ea71 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1920.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1921.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e94e03823619458f836b8fb4c60eae1421a25f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1921.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1923.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c06742dfc205e1312846ca856a2dfebd4f406e15 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1924.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68fa2ed0f73ed57b85adea62becdc0830bf8093a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1924.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1926.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d60d184896936ac31e9752ca273d20ee8d4ef10b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1926.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1927.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48700d99e8dd1afb368563a4c5b9e3ed251ef319 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1927.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1928.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62fd05ef93ad355089a3b9daa0ac679c781421c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1928.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1929.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7f2b6c3715f9e8e33282453fd55e5811bb56f58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1929.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_193.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce2a255e6248e7e1fbf6dc7f090c761f31b371bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1930.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4a0ae95cbe8ec716fc76b2b51871ad30330e5b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1930.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1931.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcc6d3253e34f108ff883a4ddd88abc4733f8415 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1931.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1932.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7b6197fde897b5309346370cd63abfcb1caf89e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1932.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1933.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b3ae18402d7d24116de22048e727d0312cfac1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1933.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1935.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..036f721fc74ce098f25e1133d4b33dfd7cacf032 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1936.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64ea381a519a0c64ac77a5cf3825894b5c0986e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1936.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1937.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9945896cddfa96881ec2e27437ebac6eb129d777 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1937.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1938.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4096a6f592218c9e1c6662b13142f6e2fc2cfbeb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1938.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1939.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc636e0960f111913355ee22277ca1162ace8a7b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1939.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1940.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0afe565e92a85e7ca9ca3c853cb7d7f02076d787 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1940.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1941.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..933395609fc3db6adf9fdc02604ae187f88c4654 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1941.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1942.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8a1f18f65942b57dfe38957fa68e2773e318056 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1942.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1944.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a154bf8cfcd0a029f28ff67ffd877791ef9a7a4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1944.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1948.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea9aead159fb8d86dafb70f232558b12df83d948 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1948.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1949.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ea2bd074d604989d3f3f3fb2e507c38f74ae81d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1949.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1951.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c295adc15db174e7bc4d9dd7e7e4f013dd945f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1951.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1952.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f45d8c4320ee1712a9936f7276f2905381e99d80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1952.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1953.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2282b4becd51bdbbd9f119e022320d88d4284e5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1953.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1954.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92fbb3b1e1868425cb528730b967e93e6a99df2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1954.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1955.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd2d823234451eb7346855e458d2a07107299867 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1955.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1956.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f284a22582b46c4a40dd561ccc294bff57ff3f98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1956.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1957.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e406223768f1d49dee2c9c881f2a88a1793e156 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1957.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1958.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..634daccc2d98eead75a78fa3ed839fa2fc5aaffd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1958.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_196.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..386909f0779c3138b44dc16ce3ddcda3dddf480e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1961.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5af114e4964549c21548d706755cc784eaa0505d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1961.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1962.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d9888ec035edef44a554115f78eb0fe3baf3365 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1962.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1964.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fdd868258748f9aaf568841f7e72ba124cee0a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1964.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1965.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f4776887403900e757db9a2d1e19928fae6f58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1965.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1966.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..197a7e86f6a1ddd6f088c387340b41a895e71199 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1966.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1967.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..559c8f51ca162ae2154d6f9e645d4eba44b43b01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1967.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1969.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f35f57af823f02420564eba609b893137a76c09b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1969.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_197.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95bd15d7ca2fd00d574ebf22418dcb2c59e84493 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_197.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1971.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..871df90591eb8417043b8ab42a7dde3b7a01b2ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1971.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1972.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3e3d7d4d91da5a20cd9f1d039c89e0ad9ae797a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1972.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1973.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ddc5e7f194dc59c539c043cf779a1e35a1fb95c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1973.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1974.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..510d609c0305acca6f00ecb80675a5f478bd1f11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1974.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1975.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0030605e1ad33df1e8429c9d65f08be940181a10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1975.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1976.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3d17e10cc9886025d254db5169c8a3213c350d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1976.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1979.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2143fd0f4a6554a53bda80e2b4b6d231cc37d88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_198.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18627e1328f995fdaf59a2255e99fbd8d8eff5ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_198.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1980.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca3493f1c05b5057a77d96076a4d5aeef09c6854 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1980.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1981.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5285281913e48cae39ee771dddf034643c68c105 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1981.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1983.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab5961372d0906742414cff7ac13e604e619b0ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1983.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1984.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db3e8d187d300f1e7859daebf885f66f62aea732 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1987.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e046325215a83909c3677324f9a91d6864e5fd4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1987.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1988.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55795ccc736d5234c1fb60179c75fb0c56fc75b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1988.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1989.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4508c6f088f2eb4a72d336aee48b56802054512f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1989.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1990.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f455c12f8b53ae12c0b2c60e187732be0f8a49 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1990.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1991.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..634691497e5299603312046196bdb61872d73bf9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1991.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1992.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81f8252814c3d2afd8e089a53090194ed28f11c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1992.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1993.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..844759b135afe6f2b5c15272064109b3595c68e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1993.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1994.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..677aedd9df2454ca2ff17ef1d1d262b9a37bcd54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1994.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1996.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9bc8b026f5caef1a95001e1c75459ae49dc74b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1996.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1997.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df679e0774040f6ded9828a2348886d2dc691cc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1997.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_1998.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_1998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28db28e27e3d0fb8fbe002d7571a83860f815457 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_1998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_20.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_20.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46cd1c71c650d04dce192fe84eacc9d25cf8667e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_20.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_200.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a6c3f451b762f9a7c9f2adcb012bcd3e85fbf2c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2000.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b80d8f98ca2dbc5648fe16f0464f4f9d8b7e640 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2000.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2001.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ad2b2e5040cbd6a53c6a691cbc44bf3ec86b050 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2001.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2002.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fc3155f59d6c0374e3ba37ef152ce7fde6c142b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2002.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2003.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ef5c3526c493ddd303fabadba3b072b41be22c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2003.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2007.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae846771744cda9a44e034dd0a67176654be08c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2007.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2008.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebcd00976c6a1adde21c40a612295437e7df983a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2008.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2009.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d01e6fcdbdfb88c933d314941e1f5b35a10bea1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2009.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2010.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7ae5a91523a5aa84df579205bf89653f090e467 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2010.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2011.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d02c2b3b68c1c4b36ffb48275842d5e96ce2d937 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2011.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2013.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaba99cbb2f86edcf70a82b5c07b00e7eedc3ecf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2013.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2015.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0200777f1350e0d156e219fd5714473b07c8c53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2015.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2016.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b6400712db7ca02f2cb164b685596ab75ed6609 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2018.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc3bb56aabdbb4087db4884dbed428816a83bb97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2018.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2019.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52a3a5cd4cd0bc878aa4d8297410d3de7597ff91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2019.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_202.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e316a924e2e5cdb0230f52d4c5eb926a1d12fb0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2021.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5424bd176689f6c5e7bab09d328fc2968f5016e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2021.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2022.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5da11c1ba18bfba313ef0d9c7ca6ac9700d3792e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2022.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2023.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..254475c5e949375e46749400968c477b37d0e5fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2023.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2024.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e340ce5bd8637f2221828353a7c70937a79ff39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2024.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2026.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f464497ab3ca4e412fa8aa564eac8814a4540c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2026.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2027.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c702759f2b83aa1cc33e8fbc2ba0e372d2d1d9ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2027.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2028.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..748124d0d28c76f8a9aefd85855a2e26feb3ade1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2028.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2030.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f63bd07d34aaf324ce2762bd8cc01a183590d4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2030.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2031.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b63bc1d50306af404c111c1a6c9bdf461977e454 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2032.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18d0c4fa417435385d0874775d73343659352a47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2032.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2035.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec9a5db4ed8451624cfeb12713d13f4594889a2e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2035.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2037.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c9800259c1186e9face5d63e6a4a23e519ad0af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2037.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2038.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e0ce89caf5f8376b9f8eed580fa4034b94b527f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2038.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2039.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1def6dbf56d407d43b7d4a179bbe2bbc177d213 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2039.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_204.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12ff71c1ea929c4925dc994f777afd4c434816a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_204.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2040.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46a03c81846d4b783b3e1b4a816603d332eff859 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2040.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2042.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c59b30f7b37b6d47d07f85da20fcc7d98ed3fe9f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2042.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2045.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d94f3dfff2bcdc5413df1e429743871d8485172 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2045.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2047.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18abcf3de4deb7a8421b66266f1d2d14d81e4b22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2047.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2048.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691e1027aa7a9e17ffb7ec47fca7a2b92aa193f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2048.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2049.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3024023583fffc44728362d55b3f8792a8c0f7e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2049.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_205.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35f82a1d29f2e406dcdac38ffbc42d1d77176f61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_205.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2050.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c5331316b0f3b3987a7b06d0dc32fc30b71e8f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2050.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2052.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52e2a33736a37ff0bbbdeec137c01eb25246355a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2052.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2055.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd22b9a202650d184a7e0557e6f5948b03e35ca9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2055.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2056.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cba411ca9583a05effb85c16a329ec54731af231 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2056.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2057.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0140eafc2dbda61fd617e738b7d36027a7ca2261 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2057.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2058.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5444149035a640d5913c0f0534e3b87448721e77 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_206.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4e0b5347a1431bb26b72ef757e18e4ffc3b3e87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_206.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2060.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ec180b106fe7eaaf9afaea7a74dc52937483fde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2060.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2061.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e976919d90bdbecbb6b649bf9cab0ac57538539 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2061.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2062.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e6fdafc127e9bb5436c996cb4fa3953eb6e07b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2062.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2063.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..722ef28cf5fc7dcaad7315901f3de1d74f121b5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2063.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2064.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dab6a810f72b796a68450c28cfdcd2cc7dd2eda Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2064.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2065.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7efb32e3d02b730064c0ac115fc9f7d4fd429d6f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2065.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2066.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..232768919d572d20d79b7993dbbfab380bdd5638 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2066.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2067.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c55dcdf1e991b989526bf6a897f2dc8124caf3a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2067.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2068.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b0cf813272651d1a65c558e2884f9866e786c90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2068.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_207.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..137c0750fb4f45c4d08303ce6098e11b11e2f710 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_207.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2070.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..744fb1d3be28de29584cb20b23055e94c638e55e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2070.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2071.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53a59810e49dd83c34d23769e8b03cdbd105b923 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2071.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2072.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7a6d5d697b109f107f73b4780aeae9b7c2b9b37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2072.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2074.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c55bf90babc2a3f954af483bf2642ee1f5377fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2074.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2075.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..555aa845a773b481fa59cb6f0bb6e4c0fe3d5cbb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2075.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2076.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..676bf5e82a545d47d0576ed75ee8c2f331a568a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2076.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2077.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..365b31f8d3f45703f204295e4e25e0601a5d9a18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2077.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2078.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21ac436aa3aa8e46880a175e89f74e50b735a502 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2078.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2079.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..791366000d42f37e95078dcece60b4ee26d863e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2079.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_208.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c86697b9274fa4aa96c333bd3bc9205d9a561e35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_208.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2081.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5996eb5365c35968f0cfb5b074c48e742a4aa8df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2081.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2083.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7604a671e6380434b07ec7e9febb89add5e0ca0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2084.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a771eb0bca94ddae03dfc9ecd832c6293fe8e179 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2084.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2085.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd04957bd78af2884cbbb840a1ef2779174f45c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2085.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2086.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db7e615b8bd7877a31bd000239f1f4215c820294 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2086.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2087.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6454830f6803e00906ece6349a519239cc754bdb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2087.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2088.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adaf571a47d41d04ec33bd496111a4fa7927cbdb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2088.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2089.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce7e2004cb7fa395c446ab4502e270cae052f8a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2089.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_209.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62cccc53d4f913f428189f57c4962c05ec9f6bb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2091.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ae3e72e95ba54a6e0c161ec95fcb2141391c9aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2091.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2092.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3d4fef907f78d509f08082d48d93424159bd20b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2092.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2093.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8e95c705f927dc08cdc170266a46f3724fac6e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2097.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b271fc22b0bf2b2da4385114ced73f54d8c4139b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2097.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2098.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9680dee2441cb10f0853dc8f597ed66ca8233c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2098.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2101.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69c7263bb42cb500196239cccc79aa6d0c1647c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2101.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2103.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..854a1c95fe048ddc50ce6287bdce80b52725aeaf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2103.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2104.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c451735360d53f01053b7395d0998c4d51ef4b21 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2106.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eadf23ce7a211a2e2967eda91fbeac3b215fb3fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2106.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2107.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..703e86c8c77f8f576eefa6a36cdc6a6f1315eb3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2107.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2108.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3064bbfc62e5f7f341291601455e3963ef773da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2109.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..949a684ba764793aff5641ceb43f0d3b93c256ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_211.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c938dbfe04cc860db7f76a4a0c86b759aa86e313 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_211.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2110.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..164438fccf81cdcbccb47da0fea2a8382c85dfe1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2110.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2112.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb30bcee8c7c0de214378eb3ff7cb0c6bc176c0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2113.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b90626c9837153f33d4ac19b3701202b940804c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2113.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2114.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bf7e50cc70edb540bd3f1a0a57a4e32c0d83c6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2114.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2115.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb304d02d5fb3bb7a6aa80291595ce01eb92168b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2115.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2116.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..869ba546ad872b8f497ebf1c8fd1f04f6660f280 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2116.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2117.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4070156c0e009b0367b6ee95e7b90477def45e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2117.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_212.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4945e46105e4a7734fb371bc394b63c87c3c628 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_212.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2120.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b67738f0cb089fa40d6390f186cbd40a8ec2129 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2122.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..631f3628d294bc6471be504cbc9232410197dce7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2122.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2123.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2057e3eb5101d9956104b79d2923f2a93fb5af1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2123.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2124.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63dcffc661f599db29ea7fe2247308c4aab707bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2124.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2125.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2a6a8baa370401b224853b9b61c018dea21f601 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2125.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2126.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff74741ab1de610f503640ca7a5f9de6da53565e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2126.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_213.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf6ba01ef93e2bbbf93c443ed7cc8cedad45aa17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_213.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2130.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd5386657baefff279fdf4fe9f9629dd1cf7f045 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2134.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d06e044322251513929942577a001bf8132e437a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2135.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff4f20ac99d14823029c79f5c99275ba5a7df020 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2135.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2137.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bd490b49c8534c07eb1807fe0cb2ff28c3a2bdb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2137.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2138.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63b9daf69f6755e120c9bc1231ed310f520a6b96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2139.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a5969f83a0764709762677b27a1b16759177de6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2139.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_214.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e635eba32fe0236ec95df237628bf900075b9a40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2140.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c10966a1fb9e30aa41c37a3c8578c8cd968c83ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2140.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2141.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d6e3f3e3395432691bc3c19b38beaa28f4bcdc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2141.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2142.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e3fd0ea92fa785c711516f68ed2778acb8411d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2144.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eed1d40b1ee55dbdc7f037814cf89ed03e365969 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2144.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2147.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f64743e765ae94d7292aaf51125906360c396db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2147.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2148.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bde73cd8005da0184e37ccae6f595f885696d782 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2149.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7821f94828beb0cced333125f1332b192b11bf0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2151.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c47cd8cafff6605be775784edfcc7cabcb1a0e81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2151.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2152.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44c1da887fb62e16c4caeb9707c49296c6bf777a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2152.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2153.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1fd290d18c96e559a33bd1fa70b0c3843cc8943 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2153.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2154.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..464ecf48a3eb0937976d25403a78ac5b528c6cfa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2154.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2156.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c24ab451d89a0de8de4952aa15991840d9bc9c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2157.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890dc115be4368960d3873f46aa30aeb424194e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2158.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc787392a32ef70fb765aaa777b32f2ecd98e4b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2158.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_216.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6afd6c1109414aa240cebe759fffd9fb2e8f50fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2160.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce1ba00fcbe61ff1a69f1a4c47e9732ac87b72ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2160.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2164.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b657dc70a4de542605a61eda141ff3ec14af01f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2164.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2165.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c9a317c555d735e9b1c0d30211f75180f3c1f18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2165.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2166.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45cb6abcbaba4a676a2a36958574c9e6ca1fbc88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2166.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2167.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b6a9021c32ae32f640d9923d8113f7839e7c3bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2167.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2168.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca95aaaf392ccab7c7439d68a24f664d979bcd93 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_217.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..948417222fb36440d095804dee23d88e3e92b235 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_217.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2170.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6856d91ea3c8cf6c8d3137e6f8dae634f1fdd428 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2171.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40b164c5b770c10541583d6b61deba92c531ca7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2171.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2173.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd25b73f0d610ac5ee97f2a467d42eace9e48aea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2174.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf79a7fae5f89822a5a7833569a93e00a8557f11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2176.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd1d69a3252a80ea33fc7b09bb737a275dd2c4c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2176.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2177.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a4f424a77d02768a08da024f0a046fe9c71c8e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_218.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..213cc5141db037a234986c9b57754dd03d0944e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_218.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2180.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b48fb7ee8d2a39aae5f3d403c1f08898cc5e3dce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2180.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2181.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42b0291659a2422a9b98f62c6303731a6fc735c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2181.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2182.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c12adabc782d8ed23b1dc44220042a57f3f0bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2182.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2183.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f001660ef1ce14dbce8ea15df7815d39e945ada2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2183.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2185.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de7e64a6575ea9d71f588b4fad78315102ce93fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2185.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2186.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36927773d6ab2fd09f67b10b43c9fd72bb31d615 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2186.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2187.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a84eb54578beb1a250851d4b689ab43b77e128f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2187.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_219.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dae81d84fba1e4fd3738a7c7334adff553e561d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2190.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..688089aa399765fcd28895fd42633aebe663ba2c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2190.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2191.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9df3332145d1ede853322de0205a5a7aa466e751 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2192.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..040232d2529d39ca5c21263d5199df3022604f18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2192.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2193.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42a74abbb8bd59119cd3930d63dd6cc321c89e20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2194.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d01ddeb74a670c93d85b1ea794c28339fc73fdc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2194.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2196.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f65b454ae5245b8f826f1cf26fb116f67fd286f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2197.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30dd0d2f9fc36d6bb6d959abfea4904fbc8ae911 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2197.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2199.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3b098d12f9d09afa4940c17ad398b2c274b1127 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2199.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_22.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_22.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea308f585234493e4c28d0097fe12d63246f97c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_22.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_220.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9abb99e5613344b4b5a0d9cc3ce14806f68de5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_220.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2200.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f16ba3fb6d458d234c355eaafb695c56c73b867 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2202.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f25e581ee9813946f78b547132cabd0bc82f9609 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2204.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02fadc569d42d899805e6682cad25513f0056e96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2204.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2205.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ef1e6e40ab7e28754d095a4efb1b6c74b2e0ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2205.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2206.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecdf6b7d6c05e484943580d02675793de900fb5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2206.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2209.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ea03a68f9cf3d0e33827b468e266e80e34bea74 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_221.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88244e47100d2b79569b99637eb0ba2ecd90a069 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_221.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2211.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c68db2f458dc50f7225d8015c3e48f23f5176d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2211.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2213.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff4ffdff6f10f6a6e6611596c33f81f197138eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2213.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2214.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..157210572ade89fa168aeaafe4512153eab1077e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2215.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d36efbdef1211e46fff98350ba652c3e2ee4821a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2215.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2216.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ce558e5a793bcde3ef893a891083391cb67834e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2217.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5551c8e62098d22aea171c8ac0f6b13aa4fc506b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2217.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2218.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b13c6c4cbe9ea5993d1305fec993db80eae6a04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2218.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2219.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b80868b647726972bd8bdc0ed83ebe0977a82b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_222.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bb37c9a28849aa765b51404f6c6dc19241bd0c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_222.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2220.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f623155854c73ac0598b0d5b58900a30deb35d7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2220.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2221.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ac484007e7b438b12604878a1370b805f98de63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2221.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2224.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42091990863e1b02cf3f5379cd58e97e27afa415 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2224.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2225.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d614f3bead6a8e4b0df9f72e8bb233ee7251940 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2225.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2226.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b8808c7dbbb5438d59597660673d0838686e618 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2227.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8fa0da0ff92316084a41ccfe9c9120e172a43fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2227.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2228.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f54be30a5181a92b179569e1d251dc8f9c11af9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2228.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2229.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b8eb9782518305f300a2b21360c7c111dc58729 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2229.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_223.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24d50221112899d4692e7e40121d94a6fc262e29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_223.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2231.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e030988cad92f3e4122956b670af198764ce66a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2232.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c35077eb31211866cdcc7d05de15d689d18d0cb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2234.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f297d0eac357e97ecee9095c1145017ee2d5f209 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2235.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..787bce1bb6c4d591044ec8e8f534bc7100bcf1c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2235.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2236.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07e569e7d131e6bde84835e4f5eba901d0745721 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2236.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2237.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc84e190d6eefe3193f3d16b87895f9fbddac038 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2237.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2238.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..126b05a340b894df2db964f443eb35d812b9842b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2238.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2239.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6c5c5c125ec689893318e945247ceb35a48deaa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2239.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_224.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4766bb0daa431e4b7f573e82ce8d55323bac78e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_224.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2240.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d316d93e49e5b528d8c7bea9337e8b9690cb099 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2240.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2243.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..960ceb30bf89614c40d7551ecb42b19847a8de0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2243.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2244.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd86216725017d84b9f3058dc5840e494c4ba252 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2244.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2246.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bae9fe88b1fd787dd64f899424c823cdd543791 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2247.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6880e52ba653bf7377016458f7d9d5f914d00107 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2247.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2248.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4cb363a012d7ac8221caec434689ae9c2e37b76 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2248.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_225.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d822aec58b64d27b39673777d38461661ebcf40e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_225.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2250.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..859895b636459516fe5e0d801a10908a2e5a7293 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2254.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..861f2d8fdda220f7fef8ad99af834c806d3e8776 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2255.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0ffbda2dc8993e010d86a77938eada0bdd47318 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2255.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2256.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4e162ff1228f84feed4e4c81eb831212cace07c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2257.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..116337f1ea70dfb3aed9c9f903f21fef8decf03b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2257.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2258.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..001c6c5cc9a72ef6077eaf6751f9361ec42d89c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2258.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2259.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68ab7ef36839b5e82470004d1d046bfa16d22538 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_226.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8460e8e79eb2506e10f7393d0cb1cb6343766629 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2260.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..249a672a964ab3eef0897a7ccd5f39175c797fa9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2260.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2262.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb3befd111d9f8420f4d04c155580d2f515ee33b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2262.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2264.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14fafe4a97e89b72737d5e5a3ec5929449cbcdca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2264.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2265.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4481fe9fa2e6f395434a12a6f0e005ce4af5cd65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2265.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2266.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0112140541d2bb659d24d74003ba74c9778c56e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2267.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9687587ccad88d778483cdc033dbd50b6602a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2267.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2268.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9efcf7f4e61819b0513e13b99d6f520e0b896e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2268.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2269.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed7018c3308571f77c1aef7c3bca56b6ec4972b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2269.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2270.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6c84e3ab02fe54c84f0c9a5c1ee84ca2804806b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2270.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2271.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4123b145aeaecb05f8d056179198101300f67e7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2271.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2272.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2eaa07f4c24428f747602df230287db47da73e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2272.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2273.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ebf9f4dedaf7d174a37410102971cc20c84ac4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2274.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4f617665a2eb2c6653778224846a66447fdf4e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2274.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2275.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa66a8d9124882f66cbc991fcb8534ff101ab7f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2275.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2276.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f00eb65cd8167961d903913a261fd08230342df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2276.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2277.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb36673f5dc9af1eceecf6e000b84927d82f55a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2277.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2278.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1e4c03d8db6a570e4910c5498490006557d2425 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2278.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_228.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e41d48529ba4759ed7348cbed07ccfd5ab19eb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_228.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2282.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82f534991e3a84a5898e4a7c6e0e11137dfc4fdc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2282.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2283.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88d46604c07a866593e2e165fae70626c74dfc97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2283.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2284.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..526edbc17a20fad34948228cfd8e79afee72198e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2285.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb515d5ab4f4f356c855addd44800e3b3570110 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2285.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2287.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e7dccc8d3f9e704e58a92103d2efbed957a12d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2287.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2288.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49bbe49d85537bf74fc4c82dfa5264792dd39c04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2288.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2289.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b087a0b3549be00c9f73ea423774a71a5f350a41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2289.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_229.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46fdaae90e26ab5989b1a0b11d33a8e1dfb0ece1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_229.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2290.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1187882f6dcd7e25f6b7587b751a7be3351f0d04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2290.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2293.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26280b294bf9840d603bb918b03cc1954ce60622 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2293.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2294.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8abbcf7ec9ad0a826790a3520bf6a8ce41e5eda6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2294.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2295.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6ab4a3efd213b18a7e82c63d56bea726d107421 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2296.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..102a3089cb101bc67c96ac04d20e213d034a2eb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2298.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0f689a3ad150ffb146c8d1a6adba6fc432782d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2298.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2299.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55f821e8cd953e6ce5f1ceed2b320b8edb10712b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2299.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_23.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_23.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42a51ea395e58f55938c35af855a707c0236be9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_23.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_230.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d408126c8af40df9b90b058682b56453f20fed60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_230.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2301.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7634c40dd02e2389e404f4eaf01f13738d36a0a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2301.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2302.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c80e6f48a3f5ca7a8bd0feef3efff675d816d83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2302.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2305.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ebb228d39300521e435ff829c95690d31074104 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2305.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2306.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9c8cea61512569ef1fa46d64c4b5a4656e6baf2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2306.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2308.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7c898eebb38ed771e996371c91b3d30a5ce78aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2308.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2309.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebeb4fb320ab69d10d2bc0e036f56fb67181a9c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2309.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_231.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f664ec66b46e0c5ec46de18d2cba9c3a491fa7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2310.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0978c1bba5f824432897d0b7fafbd26480125dbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2311.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..881c7f45a95861adf3bcbe77ba73aee32047fda3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2313.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6bcb0f3deff7c06c329672cb6dc462302b97f81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2313.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2314.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b18f19d4b7abd23937d49d920a09cca893f1c4ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2314.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2315.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d124005aadda5751bbbd044b41025a624563ce58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2315.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2317.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de6a91c2a38c677affb479504f6e8272ef9c5f00 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2317.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2319.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4b242b384d437e1a4c8fae6a528c78716423c77 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2319.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_232.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a36b53c11ecf7597b38a9a6fa3867e8b83a0d1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2321.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06f7cf1491af080817303b2911ab8db5f546d7f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2321.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2322.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f448ce694811cfb0f4bb31b2d0fc75ecb8098c2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2322.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2324.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc9465e2f17076618efc9c5a9a00b3668f123dd5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2324.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2327.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..661ae14c7a46ddfd941dfb274a06b9fd26974404 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2327.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2328.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4567116e3e488d5eacc163314056f8bdac9fe2d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2328.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2329.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9864769c21b22efa70903522c5d2180a69b4ee56 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_233.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..affeb0b47c7d363d15f302e5cb7aa09a7f18b55d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_233.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2330.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c6a0d2dd09429d9b10d2ba2be40631bf1b06bc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2330.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2331.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..024c7eda998597ffa08056078320853754d92222 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2333.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80013781f8e52e704d3b88ba17d171bdcb3e91d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2333.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2334.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..359c08fc406ada176e690e02d9b8f14020100eef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2334.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2335.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d6074e11cf2f53ba094cba96371df5e3edc7195 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2336.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daf2fab4d6b7114c07df2d5ce2da897cd0a1a6f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2336.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2337.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..910da90a4c21cfcefbbe14107f57ff0b811a6691 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2337.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2338.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db8d6b9a9b7e682146a9d74a411606c0ec691d49 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2338.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2339.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d2b999eb4562d0d4e96af7d29a13b1b4cc0c4ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2339.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2340.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e98c041981ad03ebb7e4c84fe85944dd1e414ee1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2341.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd385fe49e2a0d2ee9dc64a39b5ea5a3aad5c4c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2341.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2342.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8213470c27b335cc17c5ea275ce828e03b5c490d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2342.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2343.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f27c746db00f5311f262cdbabf48bf0b8821911 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2343.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2344.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56fcd1a26abbc0207cda46c44363e41488b9a6c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2345.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04399f167b933c6593d6cbc30578f98971976fe3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2345.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2346.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1617f1c04626bee82d124ad55d73118a36823c65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2346.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2347.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2e1209842aab881ca01d06061e5dace8776ce8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2347.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2348.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01348695571f8c6446ffa498f4cd2639120f529a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2348.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2349.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23814e29f3210066c40aff9a7814a5cb5892d4c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2349.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_235.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc4040ef8635e829f54802367fb41699960ba88d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_235.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2351.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..289704e4dcefa2370173bb7e0307e0a64f01ae8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2351.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2352.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8934c147b8bc45eab4c3634edc696eab96f5684 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2352.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2354.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03058eb426afa7e311eb0abd1c5ed26802a94d6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2354.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2355.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5834eab40cb744503d070972152f9f82c7dc9e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2357.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d505b8ff71d720a7eefb59fc60f3a8e08d73c92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2359.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac39a9393bdcec7371a707929ab6b44c870ec7b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_236.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aebaa794a245441a7f878560e77da2eb7db7de0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_236.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2361.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc1eea76f766312f41d163836eb07e16e01c807 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2361.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2362.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed760f53ad22cadc47226818f0db80314d05fdb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2363.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3c50f4ca219d68e6331acf51eb6a283953cde6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2365.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad7af6138ebb81c807e31963b8091f903fc52f0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2365.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2367.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cc196b3d30f2acf38e415fe3165d075b1a5f337 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2367.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2369.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..260e4831a6d6a7f5832640ff55eb1faf127622aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2369.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_237.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9a89c08aa85d8a420bcdc5b88174b387d74b3b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_237.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2370.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a25194f512104a47855fb945808b2602262f649f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2370.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2371.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..448230daed143ad12b06d4fec6dde7f658d849e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2371.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2372.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ca0245ffe8a183074ed4e46ed0514a8f9c51393 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2372.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2373.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c65128981d9e03132741b798ca2f6f58c81bdae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2373.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2374.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9827f6858ebc8af79fc40fb6a73c206f439c75f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2375.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57303d85b356ea4c12ea5c8b52314022fa4c0557 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2375.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2376.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7472e649284af53feb94aac654ee62ce876fbcf1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2376.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2377.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08c1c9cb57ded27eeaebb5416cfcb912be9df412 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2377.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2378.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a238c0b53fac64fad8720221cdc1f144e3b4a0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2378.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2380.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a773d77f3a4abca2de24df4c577fc50436018b5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2383.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4669719b47a44a82c852d432e06946084f7c1d4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2383.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2384.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2de272ea4d2e0c020fdb6fe9df16c0f33c8f8bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2384.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2385.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54643eb3ab4e7a0ba29a3d24ccb11a087a5e6680 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2386.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44247b8d42a993aa7dd17c3d0948a7e87ce46b59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2386.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2387.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bc3319e9f9790a07ce48af1e873da4715ce6636 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2387.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2388.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..720b881c15a7b2dd7925569750797c176d44a934 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2389.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bf1a919a39a21d1a77b901b6e9301d815935fb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2390.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d748c770e3dcfeee50df1ccc2e4fef846fc69957 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2390.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2392.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..680a31927e9c4a463c07e6f3662b32ece1b18eb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2392.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2393.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a681598482a94d5b5477ff3772103f7a6f2b0c25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2393.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2394.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04598e647a83fe35387ed3ed5ecc9154e6f9fa5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2394.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2395.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10dc7c869a6ca2906f94fd964ea2208f1296c447 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2395.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2397.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb0486816065b96cc7c6fc712417e61dea8df8ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2397.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2398.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9994a94b024f504099632d3e27563b258849591e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2398.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2399.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..607421de54e3a2f2744f123fdad69bb035d60ba8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2399.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_240.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e714fb68c5c21de0c25d991038e0f42607946a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_240.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2401.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c503894d812688f37350bf682e5615f5a0ff4d41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2402.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca50027f8a38da9c614bfd0a23baf0b55697e77f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2403.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8da95ad00174356ef2baaf73ddbb3b5d1084e4ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2403.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2404.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70a02716d590b612f0c03f2f2d96f0cfca6ca1f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2405.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13cacd8b2686179da82d955ac043fc3f0aacb97f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2406.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7700a2fdf4e085cc6bc940d46ee76eb4a1e8a0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2406.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2407.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..caba15d7516259d2c632933433865b85e9941f47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2407.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2408.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5d8187c20b76225cf1e93fa1e1bb48f4355981f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2408.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_241.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ec4111094bd9ff457610dd4f1355bf3275486c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_241.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2410.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..421f96075583b368cad1322f25a4b128f1ab78b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2410.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2411.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42029f6de07289f5978a5ede64cdeef38b4d8ac4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2411.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2413.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa3d3288979a91a02575733bc7eb107d62939796 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2415.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62ba4d9b5cb02415d4b82c87680bfa9c475f1dc9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2415.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2417.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0215eca9115fca1e88e6df16dcb785a965a78dc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2417.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2418.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c0d35e26eb754684e4eb6f724582d561f8e18c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2418.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2419.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3682b59c27bcaa63d69bc7e08aeb95aa4d0f5b91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2419.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_242.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aebafa05aefeabee191376a354b0285bc57e1b90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_242.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2420.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bdd9c95337c5cf14ee942d79225f3d117b4e090 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2421.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a44180f03dc12ecf968c0da8678a103cf0f4365 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2421.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2423.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc1abe9712ee3f563253c0783d4e150850e6157f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2423.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2425.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..701174b5b374e12eba882c7b571a0120f5315197 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2426.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..688868b7cdc2a672591f660415943caf770f8fc2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2429.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceb5c237cfe3e4c6be13c65a113a4b99969c4505 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2430.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..304f247dc97469ffb94e4b8ce0e3128aaef6d528 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2431.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b8da9274a65950f7289d93de7dcb766d7c641b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2431.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2432.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99d96662f351dadcc4a6b2128a3afb7a0cf32841 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2432.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2433.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..222705ba6ad02901f31b9ceaedd96852c8dac62b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2435.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feb585dfbb0ef9bef4c1783fa17dc88015240219 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2439.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a502b8c3aed8a08bdb928f01c0423e6c36f25556 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2439.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2440.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1086399564e86cc0afd9fe25764c358d38864db0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2440.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2441.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1be5811138c5d13003c09a191c23ba44396782c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2441.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2442.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b761032f817b39086a93c7cb5c52fc79da554970 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2443.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d12f6f0af02bbde68b76ad956fe043343e89d266 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2443.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2444.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe98643b0012a50ff1952d67df430d021a88e24d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2444.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2445.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83aa4bb0ae0f09a2477d9af1434015b3d9d48039 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2446.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9591b6d149afe5510b83444983ad98fa7aee4c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2446.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2447.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052a017fe0a38eb4433bb4c260594a774a67968c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2447.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2448.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49e5a04c838204ab3da36bfa874ab4d1001e715a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2448.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2449.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e3442f5e8b5758f772af53c5815a005dcc76cde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2449.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2450.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfba842a05693227138cc586f76408edd28334c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2451.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54be5c5a72bcced1869289bc61c0f1c184d04a9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2451.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2452.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..284e09bffa4fb4f2a61547eb78dbfa89f5578b20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2452.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2453.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6685eadd5134db4b66a78d3d45bb85ac6e2efe86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2453.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2454.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3778d9de3aeccfef6f03310ef55ee89305bb5d07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2454.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2455.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fb19e10c00b723042d86641407d0104c553bc5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2456.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93e900754fc3f29ee0da153e1aff15132641f511 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2456.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2457.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c63418522953c7152da71416a1850f86d8b4745 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2457.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2458.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74d0ec11f5548436290233ae5f1b35d3476e161c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2458.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2459.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..148fa3e49ac66389f983bf7fad4650e51ceaedcc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2459.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_246.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17fdbb771a357f3b8a615aaa635896f451e1d2e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2461.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30852bb5a14a9e2c76b880f4301908b0d002e0d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2461.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2462.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e6d5b7c7e58bd549a57f2b29f1225fa2bf5418d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2466.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7220316c5d4741d88860809676cb2df4e74cc6a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2466.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2467.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae8f51d2a2a87266db3b1d99836ba2b74d3c7e73 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2467.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2468.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf221317487c31ae2fee47f96d44e0254757a85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2468.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2469.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08c2ee097f8fa588ff646316a0ecdf548fca8252 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_247.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..484b03a1e4d745331abc06a2939983691b92d886 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_247.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2471.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b848ad595a3703c2d0b3c7a5b8b996c4dded2401 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2471.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2472.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bebf0e7d98c21d0ab82c5a7bb8f2a2917d6f9d0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2473.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6088d21d1ff1af3f061567c25167ae9e2795eff8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2473.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2478.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fe80b8fa8db40b3cb83f5757da4d416e556f9db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2478.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2479.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd0c22584cc781291477995ed8f1e05e2fe34bff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2479.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_248.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b172d55d22d9458072b5763312666b7a5e9f0dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_248.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2482.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f742ad26375a3f9b1ea4e60600954dab058d6cfd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2484.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88468ad4cffe00324fc975e798de6bf2bfaf84de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2484.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2485.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8976d9337f48740537e55fa28ab924f780452841 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2485.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2486.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e177a362478b398a9af00c9c057216531a673847 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2487.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9118f8f658e40b82e34fdbc876bf8a8065b277b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2487.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2488.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65a0fb71d72458749c882bbd349f3c68170a025d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_249.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45c01823617c9eb693d7284907eb21bab6efff23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_249.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2490.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d41d4638a62da739f4d11b57103ac774fa67e49 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2490.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2491.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e4b8155ac7b5b1054b5212328b67df2cd8cb800 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2491.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2492.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abc5121ce4a533818dace69062cd49518098ed08 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2492.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2495.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bd21da8ae5b5dc1268aa18a3ce02611b314686e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2495.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2496.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c510fbf6cfd8bff78156194f67cf470b86d933c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2496.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2497.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09ab16b8639a0bc175f4d2f1e46c42c6244d84e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2498.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2369e803f51fb2bdd497f4ef6633b22d5b118aa3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2499.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5378b15a6ed43e791cf4b7965cb3d21292e4207c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2499.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_25.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_25.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa92236fd667caf4e7f9336ccdba46b66a82da5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_25.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_250.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ee336cc527363a9c5da909f3406144fb42aca9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2502.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6568a2e3538e8954da81a8200319e9a839088f48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2502.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2503.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a17319189a5af49e49407586668144d73458c14 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2503.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2504.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..110550a8f6061ffc1d2ad619727aa8686f9ff44f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2504.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2505.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d891888dd3f53c41916c5a0e82b1834a0851b1bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2505.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2506.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..874296af0d11f1884858ca97be47783ff119263f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2506.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2507.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f72a004bcd112685e0a1c50c6ff2e2ccf6c0e35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2507.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2509.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3479bd68e2b68c1d11128521c5f460cfc4b111a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2509.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_251.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4fbb7ba09d5fc26bf5f43596e127a955a4c0927 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2511.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baf92b810a5b4ab39323ade086113e879d3cfaa0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2511.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2512.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b866c936aa79f2123b20e782169fffafe065c11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2512.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2513.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc1e7b05f4e49f188136982babbb16acfbdbdf45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2513.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2515.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af6db7498a219e6c61c614e68dce62f8174ec819 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2515.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2516.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa28c700561f661b07f8e3797b5b016d45b2a5b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2517.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a20066e3ef8da407dac5022b1b3d83b1674faca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2519.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32a9b2f5c86290c4a241e9aa64d7bee38a2da696 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_252.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b15003d9daa6b5115d4b747807a34dc7c515527d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_252.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2520.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e95acd3a3b8d5140e77846e6444b92271deb711 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2520.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2521.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85e1084135d35e6abebf8b1a2a110aa86b32a1f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2521.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2522.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00d0657c54ae43393f50cf8937aadd1fe0f0393b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2522.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2523.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e9f2386a8f0dd36a9e3ad62acd254b51d19df3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2523.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2524.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6b501b8c646e410cba32689c4b5a26a93a5b3f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2524.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2525.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f00ffd04ac6364fa4bc279ebd2d55928b7d7f296 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2525.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2526.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec128e3abc86c105b1ba0901ca26e3ac37d06f1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2526.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2527.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..241252d4ab417d934cd1efbbe77038aeb4b0c0f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2528.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dca7c34c31fd75813b7281b522e14735c131e3ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2529.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b195e3055a5cd79c1b71e028debd8b2593e45190 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2529.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2530.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5ed661d8601a9b3a2f782f333ba98e7834f9a20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2530.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2532.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85a2c911f55c9c6e6b89df96e35d310a7ec835c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2533.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f8807c20bc9bba2ec591fd7b8b376dc183daf17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2533.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2534.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bec726df30e8f4d9611c37f66ded58ee27889b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2534.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2536.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10c40bcbc6c52f82200b9c5138342dd6dc87de2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2536.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2537.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a45aff4c6427bef043d4ba1150228b33108d55 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2537.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2539.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f0a9d7ff8cde5692410eab863884e47c26ca33b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2539.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_254.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26a0147e7cafd1b1349c6ecd4a54e1e1686323d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2541.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16b89da5bb39b7a795533d177b04c86e2e8adee9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2541.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2542.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d486002eda783504db3d4a3bf4d5ef75fb11dd6a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2543.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e5d61e8ac7a6c9603d7408684a2fe194d9bc421 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2543.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2544.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffb8275e669f49a48f2d3687f7a614147595f85d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2544.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2545.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07e05e51071ce21da8881070e13c3275a5cb8fc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2545.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2546.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8093fac459fd451a5fcaacaa7bae0da1cd80fe27 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2546.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2547.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3849e3fa3dbc696ad91c43b4a3ad0f3f4075230 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2548.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..764eb884236af23b4d8426c9f423b034f4245885 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2548.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2549.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22b2d0c306e67c68dd80c75ef58e6796746d3d5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2549.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_255.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb001b854b3319066865954311efcc70dfab3808 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_255.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2550.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3cc5683c14408f76dfe1875f5e2547c8c1db62f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2551.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eba4cd920c73c98b8f14ca87fe5ab5e05c19d51e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2552.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0414412623a07b2c9280fd2e361774896ce5466b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2552.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2553.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e90614639144fac9ac7a587bde941d65db72004 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2553.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2554.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec516f76106443fe563c1e764a2be0789e4e35f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2554.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2556.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c18b2a4701786f44fb2e998df8e008e1e71431c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2556.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2557.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29db2ac914d6b895f396aa3268989cc5ea26d239 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2557.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2558.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbf3c5c58436d55914b9bd2eba8f5d90d3f6712e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2559.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f751def53ffb709b594fee371484282cea0a2aad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2559.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_256.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77419054c8985c5f3a62664b84aedf649107b103 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2560.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30b2b448358cbcfab2c8f2fbc96cb117ebebf0ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2560.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2561.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf2549f83eabc0c919dcf04c66060be6659a452 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2562.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97d3376c10a46bda5e0b328123621a5204c98dbd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2562.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2563.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..499514892891ffe13474de81cbd87f030d5bf69e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2563.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2565.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f75b7bfebd4b163ece2c576266e2f79e0a3318b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2566.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b80ef084abd6abb4c5c1e9b6d90d82af3b684f04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2566.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2567.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72bf9d5e10d0543acc4e1115305c0e8a348fef11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2567.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2568.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3116db4d66a8706eb93e3c2ff556426d8351cced Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2568.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_257.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff3d137140dfc30911f92bc4679b734661e8c873 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_257.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2570.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feacf43e149fd465025f8789557976b484c7e782 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2570.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2573.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1b3d741b2eb05c62f34385d5dc8ea0d01a31866 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2573.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2574.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..faba5c89ed5d42f809787dd42a914ae0dd59d1a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2576.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e50dc0f3d552383c66bab2d20be904451152318f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2576.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2577.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6311c47654a85319ecf509213124eb5387fe257 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2577.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2578.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dba03ddf92de13302205b2c14ad5b56f15873948 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2579.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..474fbaa2348d4df57cf979fbac971a4e52dbd040 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2579.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_258.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f402bbe0b96cc6c2879f822a4bd2690a82194e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_258.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2580.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ab6f3f2f59a06b7d3e370cc8113c64e152e2986 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2581.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c700efb34b92795f3249abdfdc4e83e9781639 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2581.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2583.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e83a5bc44bd62c01991917304df84db52899d19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2583.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2584.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfee58ca4987d9ac7fb0caefae84e057c8bfdcc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2588.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ac99ffb0c022e7babb9a1ba9a687508ea85d197 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2588.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2589.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7036070828ff041440849b9991203cb5380957b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2589.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_259.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..956f84df43bd8ea4dfcc4bbbba427dbc53b570b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2590.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e89167913bca762502b4c0a15eead4e3e8ee8452 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2590.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2591.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55cf2e1be8c453f382310d9617afbcba627104ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2591.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2594.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3be1ed8caf29a20faefad371ab58e94dec955041 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2594.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2595.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d2714f741d52f0001baf462b0e42f685987cd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2595.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2596.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..621622d1796d8d37d68ccb43fad762ed02227493 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2596.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2597.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15937b38c2d6fabff8dd87cb49555a4824d81b6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2597.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2598.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fb37532db78800bc1ca940d0b65a6bb54d6948a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2598.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2599.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7294d23d3c2c13a2fc60498ef9ef5b50a47b7352 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2599.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_26.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_26.jpg new file mode 100644 index 0000000000000000000000000000000000000000..093dad86d33bb9f4585a4c9cc58cb75e6cd373f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_26.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_260.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a60e79cb65c801253959c69df5934759fdc44d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_260.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2600.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6d3003b9bad64cb0e96856be90c9b318690b0af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2600.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2601.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b90471d456fb484d4cca4d2db7bccdb295d1242 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2601.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2602.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..310576946e8e4780d3b14d1ce2791e17943803c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2603.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb856ab3884c8ace8b4de6b2748cd8340b68cc09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2603.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2604.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebab059db774d1fe433e26c3b90161a88fa547fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2604.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2606.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0faa3f8232338ece1b57c498c695c032a0f58e1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2606.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2607.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92f85df678c6f18963418067ee0ee164ac56a501 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2607.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2609.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96e852ca07f323d89a7b85c10ea0875644f46625 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2609.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_261.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb284575972e3b2576a4da07ba13f2c3461d513f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_261.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2610.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bdc2604ba343b0de4e13fbcbac6dd2706f0854c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2610.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2611.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9b58dd0df6654d5fd0dc58c07421ef48937dd05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2613.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f2dc6cc573a978481f2d762f3f76562ecd26fc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2613.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2614.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b37be0439027279cb1df73cce72f5297c40c5edd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2614.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2616.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..023b73128bdcdcad8c199fe452e820b65f113d94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2616.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2618.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17ed481ba40b36b2ed48f309c8f1c5b793ad634c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2618.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2619.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..908cc2bfa09a67980b3dec6388bc76dd9c0a04b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2619.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_262.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..959819c2d6dc08f9f9d42ab9dfb3d5f902836cd9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_262.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2620.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..caed89d41808d7710427ed5eb8e54b2b4552d5c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2620.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2621.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a235f4aa408b113e83a27352408e35bb6b80c00c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2621.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2622.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9cdf8363bde1fb4b9ee0eccb5025ac6a8ba376a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2622.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2623.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3db7169d221d826aaa1a2dc215e0eff8cf307ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2623.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2624.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e587d99970ba9e191bafbe04d611c0b31a88b8a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2624.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2625.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a29c47f4ed7e857caf33ad108b4451226f4d61d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2625.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2627.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6aeeea4d741223379e907868b83b7e675fa4d63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2627.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2629.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb0abcae095972bdd3461c179b8aec007bafee0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2629.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_263.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2172584b686eb1be572385aae07bf1e6dc4d4fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_263.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2630.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a96f60dfcf098abc23e69bbe77220ae27f8abbb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2630.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2631.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cd0e2e1a61ff19f8cceed376f3d8d1910831185 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2631.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2633.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..841b46c8083a1444e35d4c09b74ce3bc8f1ef62a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2633.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2634.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97c76df42606323094efe4619c6c3184bb57cf0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2634.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2635.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3acb89990e93b3fece4a26944ecf39c0f7ed1b8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2635.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2636.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44a0474e774763650816d49f04e251db18771f29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2636.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2638.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9334c7f1d7fbd284bfc29495df5453c567f2692a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2638.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2639.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03463c8ef65fd2103d78a7acc1b9151049cfe968 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2639.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_264.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fcfaeb8927b19c64d2b672c62e2e1621c82d487 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_264.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2641.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec0d3bda0a433e8b10415914ec026099a7a085ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2641.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2642.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a05c200f2b9c4e6b3a39074c091f9d488dd1faf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2642.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2643.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57cb91b741e42628da3d51a0e38e241ec40cfe1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2643.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2644.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e08d8d1d8751f2469cd40c906062f2d90d11d8ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2644.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2645.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76cb006e43795375a47ca1fadb442920b8773354 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2645.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2646.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..950f44811e947a9a982d005db0d9ece07e6d0c46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2646.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2648.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04299c7e9a344ae736ecb87b0a3b14984df36c53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2648.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2650.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..672031341300fdc4c54d6ac627e40677681fe4fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2650.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2653.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aab05f723908c8fd39684597554a26dbf13b1e3d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2653.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2654.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea3e5ab726d55912f22a300d5b6bb7be7390404a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2654.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2655.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da122c33a98caf50b0cda78e4eac020354c2ccf2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2655.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2657.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fb9ade04ae30a03273ba96c02c20d94dc38520e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2657.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2658.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..921053a6e14ff52692b0d235b663149a332429fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2658.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2659.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec966db1574f2b05c4a35d63c59d85ebb8a2bcf6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_266.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..687f660e80775fd73c2490d48a48d9568d5b2f09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2660.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fff33bc791dabf6a1a086594d2aed5e5491890c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2660.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2662.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e6fde844e3b1832ab6fc146c93bb5dd427485a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2662.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2663.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..425de2e248a128801df4e6ea9e7915db7f50c728 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2663.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2665.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e14f77b88fc776fa7bce918c2d512d166513a5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2665.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2666.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8313e255d04d6cc1570c9fb44cb3abc7a2a72b51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2666.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2667.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40d3c61ca3f5952f84547458a7283942e9a852c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2667.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2668.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7434199c14377837eb71de5c4d0fa7229e4c492d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2669.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3894707fc9a610c9738d2db3fbe2cf2b011e35bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2669.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_267.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a25c49e30efb2931f6c2e5ceb6bca273974143f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_267.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2670.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d5cdd72e314ba92b646fba94e2f07e4f33bf3d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2670.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2671.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d283fbb249fdac9f89a5bc8d4f914da194905420 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2671.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2672.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72a27d3f59c235ff9bab29310c60f25c449f4cf8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2672.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2673.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c41c7a9307b67c05b76403b59b9261dbf8dbfc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2673.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2674.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31775a8d72e3dda12b5ae3098bf65494f978bb24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2674.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2675.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e1bbdd92c1116eb11c25a6e3c928c393f8fc55e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2675.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2676.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad84339e0b1105f7a5eb0258b7ea2d808e752057 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2676.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2677.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e42382e194aeda48deb3fc4474ae4c06e3ae2654 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2677.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2679.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f36ae62e123be7411d360ccbd608ee1552ba96e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2679.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_268.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cf803ff521ec4afe22702998593dd53c9154f7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_268.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2680.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..830982fac0af9d4f1da2ade0e78b6241994a9f6f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2680.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2681.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73e6429fb59bd7480b3e9fd712373f3a1cade5e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2681.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2682.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49cc65371f53c04a9a18667fe2794302de1eca33 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2682.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2683.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f3ca1eed4204bf746d55903503ba0794cb76241 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2683.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2685.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13a68c636c7427cbff800a100b11fe4cfacde857 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2685.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2689.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57bb83dc2bb8aad244eebe714ef0923fc4452a76 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2689.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_269.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cabc781a63ca8b4b00f36a287537bc470aa91877 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_269.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2690.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1b538eb5c2897761e097a18097bcec25450d42d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2691.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..731bf05b223ab81bccb7e67483eb850962b52656 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2691.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2692.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85a898d2aafdae22729e1222608f8906f3a0c0d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2692.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2693.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c56a6c4213dc3b1569a868a03a4eac2710afe30b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2693.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2694.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..787d6fd3c34a3ee9241f462ee128a0c8e2663d36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2694.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2695.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c20604091f22228388e61f4eca1f9f3853a0e2e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2695.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2697.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6988c4681e7eb138519ece61a85a2fe90067d21 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2698.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c48ee09fbd5a110626f6242b638c7f0024016f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2698.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2699.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..903ed0bd7486ad5d9aa1798f1261cd62aaa2d690 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2699.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_270.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de7b7875abdd01f26d36723b52926011b1106171 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_270.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2702.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e5bc64c12410bea18706a532387b41a8502e6d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2702.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2703.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e76ec75167ac9ac3f5f1394ef27e646833fdbb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2703.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2705.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50108e05724ae74ed10f42b5bd09d1a3b5c002a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2705.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2706.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8341500dc921f3fede81c147d97835467b75713a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2706.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2707.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54b24a1d349624b18184dd5314b521f64162dea0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2707.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2708.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2d50058e1ccd802598979b7d4441682d3f909e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2708.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2709.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58523039007dcb19de97c0b02cd3ca0e5d32e0cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2709.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2710.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5919cc2892f9bc17c7024a0e705ce99eb8a179a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2710.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2711.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..099f5cdbe0e773c8d7a463103f5fcf0151cef892 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2711.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2712.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89a1be75ef9050a17f83c7bbea4416d9c863eeb8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2712.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2713.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..635070e401c17b6cc9314ef633e10c4dda958624 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2713.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2715.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01fb91c8354c8f885da175fcd4ca7f0f5ede9ddf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2715.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2717.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e03cdeef54081b21012493c10217c5a2b95334ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2718.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d07958a9eeb6b6de131a68a8cebac0927f35d58d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2718.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2719.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..091ce905dcfe8dc21770a654123c3c8d1ad78edf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2720.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89c7c7f1c1e5c0f48797f333f6e5210b9e4ff10d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2721.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e9ba5f4f91aea4e9d73905daa9cd4866f390739 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2721.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2723.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a2b23335692ee06f77926c9e0e4cb9efc8f4e8d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2724.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79a5e17689672b8281889023f232c24d43472fde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2724.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2725.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51c525f6ea78ae6475ead5a2f88ccee11486c28d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2725.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2726.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3bbceaa8e172a260d8c63e40b1b6c50615e0090 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2726.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_273.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3685f6948d2a8cd52367c16dacfc9fa717646d19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2730.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..945bf69f2549d9b081a1b99cf23aaa631523b878 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2730.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2731.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e68a7f94420d584e3dfe9bc7c3e500ff0c7203b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2731.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2732.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42c7b4e93392247ed19d2e90351c7a73fb21d01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2732.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2734.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91d1b25ab3117d0376612edc0c9fc7a9f02c10c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2734.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2735.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3646b7afc898849092d25ce808383b16ad3ea554 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2735.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2736.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbff661bd91c3d448df9744b0821d12f48c5cb5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2736.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2737.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bad9f3a1263a40311c40a64ae3a5cefb74f5c6fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2737.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2738.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f2dc105e3878a46cf71b2e9e7fd7d02ae286be1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2738.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2739.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9a97c37111105bd75c3c0773ed83ca9f5fcd650 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2739.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_274.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb267ff12a0a7f4725a796d179085d6c330fa5c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_274.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2740.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..123f74d494f1e5fd08719fb2dc72ee447e37c5ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2740.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2741.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..303d9cbdd53d0b5da38f52c35b1d465a27b89489 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2741.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2744.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ddce715d764a8ed72c19e57625a9f88d48ea0b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2744.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2745.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0be824a23d25b7c25a3bd2e01d641d603c8f5136 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2745.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2747.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95300a9b0745ab425f3fd8fea18ad3358445a4fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2747.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2748.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfc38b3ff44f9dbd52ac38672e86b6dc795da598 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2748.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2749.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..210e01c317b569a70e3408b97392edb98a43a466 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2749.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_275.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c41bb14d487e567a78189340ac9291857b614117 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_275.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2750.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a86494736879a9d4dbc5c2f038aaa8b378b00e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2750.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2751.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b3ac1164aa4c76f6a38db460af1cbf968772838 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2751.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2752.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5e2b97cce67dfcb78ef6a732c1b47597cda92bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2752.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2753.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..103f272bc4774e440a0d6100b82320311a3fc1c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2753.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2754.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..228e5e64509739c81d399673058fe13c050d2c42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2754.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2755.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20e9598e2f73ab62e8fab54188a33135732ac918 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2755.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2757.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83bf5daa5b22cdf8ea44e0f7c5930f7688ca466e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2757.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2758.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c08232c05d3246511483d14ebf95dd7516f0b82c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2758.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2759.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1f5e1bfce74c075c7ee0f30a405974e09b156f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2759.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2761.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dd939dfa2f0f9375fc805af526622fd03fbb879 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2761.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2762.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..968869f6afb3bedca4ba42d8fc49e63042380793 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2762.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2765.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9415b8c260aa4c6bcdb4ee4707b9666d9ca97e84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2765.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2766.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3451db6eb79f0725a2499386d22607831a6e9316 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2766.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2767.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ac515d88d3b0c7b1aa9e8bd157f11a35c8d4313 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2767.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2769.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5e27a98db8925feef7d281e02431c1c919ab676 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2769.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_277.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1649587fb39c9b709ee1874152cc446c694a8ec0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_277.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2770.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07965a4e1bab38b02671a5377ea7e69f4bbf503f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2770.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2771.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7375c8280a792eccf1a2def394590a2208a9f942 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2774.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5647595275b84aa70d3d55eadd13cb5a1d29a793 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2774.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2775.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6781fecf2eb309ee78bb52c4e895c80dc7bedff2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2775.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2777.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae7b4fadc4dd18301aeddf5deea042bcff012db4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2777.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2779.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8790587b2684adf5f40e84d513066e2d832397f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2779.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_278.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d66ee8b0f3432e48ad92b4828dcc9a6f6b8f95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_278.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2780.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ce5074a10348e9ed602ee4346ecb5e80d96eef0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2780.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2782.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e82b1f51b1c0204aeb8ae956d218c6b1e6ebe7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2782.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2783.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f912ebfa4583d6a919c7741b95f68304e7cf536b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2783.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2784.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..401c2084024e93e0fa819e3d52e8bc51b03b754b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2784.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2785.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..592ccea60f8630c7acfe3e8236daed5952f6a01a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2785.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2786.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9eea5ec173292fac8f6669543a7303891f2820f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2786.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2787.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3372e6536ec4db2520b687fe523447e8898bc96f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2787.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2788.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d99ee1d0910e277673800f648f1a43282cd673a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2788.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2789.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d97c7dbeb642f472f2a97190da5c382df2ac34e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2789.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2791.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0c1aaf8327d6e430ce102c6a3651b62ceef4632 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2791.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2792.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d51c629265aae2f77f17602702e1f90ec2dc55b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2792.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2794.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd1b21354d46bce7dafe83ae46e225d2e8dd1932 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2794.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2795.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c12054059fe8d9926749488aea82f2367a51b56 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2795.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2796.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f0813f6241be558463ed7abc780ff60ac599fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2796.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2797.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ca205c4486af45aca2981c84058c16828696e9d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2797.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2798.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cabdc131d23dd7c72654f2b5d344219b0a381d68 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2798.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2799.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d34e76ad40d4f57f9f8b76a3455624a0553f3ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2799.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2801.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca8147066fcde42ce5082c7e2316c0b2ef670e89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2801.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2802.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee25cf43b8fb197af512467aec20eed6d11c0d3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2802.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2804.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c69eb91c7168de5bfd3475d70a0124dfe358b9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2804.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2807.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47cc62b1e08681d25b167d7e1d5ff09e79090b64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2807.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2808.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07d01cccc77db177fe2ae444f02c6aad06c71dae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2808.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2809.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04a641c051c847cfd0184e416ce066edf37c7412 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_281.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2000da219aaef10fa1443a6321ee625ee2b5c286 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_281.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2810.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2abda95841b87591e23982bdb83be467ec682696 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2810.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2811.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cb84ed1637e8a164b8d2b7a197f626b813718b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2811.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2813.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee1af2744631e43a7b049cf229dcbfe3299946ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2813.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2814.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..268f9eb8a2818adf587877820b16cfe1d2043b36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2814.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2815.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a659e8ee814114d5b447c6b0dba9be343730bae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2815.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2816.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f24248fe38ad5e2e74bb4d74603433857ffc4b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2816.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2817.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc385d5bc8154f8c83ac7bc9977031137304c562 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2817.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2818.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f3b4424dc3f0b4ad3996d777b1fb377216d56ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2819.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..035d2ede162dd8921a6b7f96fefcf2058d44ce71 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2819.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2820.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..731df7f2dffc7819712491595a9c3b3761fcba03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2820.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2821.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c79a1acf18846fbc4daee8d3d0f5ff6b00a3e0d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2821.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2823.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2bd8cfcd8622b12d49b8b4cc70f6c5df40cea0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2823.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2824.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd4b45b26dab33fe09f001bca0c1a715fdfeac63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2824.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2825.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1117b79e4ed15dfa4b554260531852e5bb457926 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2825.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2826.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f96bb70ec6c4c52edf84ecd70749a839cdfbd25b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2826.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2827.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0596c1ad5ee8fb3a6a6d8a46f92f4483e434269e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2827.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2828.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32aa281d4ce89e273229287ee34e08186321a61d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2828.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2829.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..034d18cc42fb72291478757b1e93ace00c9ed68c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2829.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_283.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84df82ae679d54e30e4ef19f42e39a14f88c2976 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_283.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2830.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e119823e9ace163fb5064cc7bf5db2e6c9af8cd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2830.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2831.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4348892296cae2d85d210466f2958f27e62a00a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2831.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2832.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dfc98c5ea3251e89c3391f10572fc58e4027910 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2834.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75e79ee4b7cd7e55fd0b210b60ac3b5e291645e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2834.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2835.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7397b26ed2172fc4cc0f5eb75d1b9cba3413d61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2835.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2836.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8640d4c9c5c06d76692b71a5b598b8ad41e98fa7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2836.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2837.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7cacabe229887e2002c5dc03f47fbc117587cc2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2837.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2838.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b50b837d57b4bbaed0afb0218e9461c378906365 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2838.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_284.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bbee8c887fb3cd62407b25580cb02b837f83363 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2841.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d97339a67d2080f6cea8c6c06f4aaa1c0a79b929 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2841.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2842.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fae63201acaa592acd1a43e453898f6919ca19e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2842.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2843.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65297e615ef5756592aed5a633ebaceef7798875 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2843.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2844.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f85e4215e6080c7caaf1c2561f729c286188916f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2844.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2846.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..517ae14ba65bcb879d4df0ad12a6540a820edeb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2846.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2847.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2b798ebd0a474ab3a193677644507b8edc0932b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2847.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2848.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eba67567f44e353f83009ea831e5e75fb0b44b8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2848.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2849.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86a806bce9e251bf6e97c580cc6c8ea8b5b57c4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2849.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_285.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b07c6ef3421d517cb9924ebe7d461f38c7ba4ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_285.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2850.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd8c8ad9fd69065b6c69dd954b921abfd4222421 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2850.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2851.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2d4629fc797f02145878e73bd0f7cb76e1b514a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2851.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2853.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3462c5737eea93739fde76887df09e50a13c6bb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2853.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2854.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..766e0fe07d4f2d29dc74cebd0aa5bc03dcd3b6ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2854.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2855.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e7b3c0b0daa94a9006d53bb0468c388241ddee8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2855.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2856.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93e1a3737e3c8fb413749b7d712129fec46c1110 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2856.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2857.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc90e817face0dd399954e506296956c891c2c67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2857.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2858.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..723765ef831407040d93cd6f3dbb209ac9961a8f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2858.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2859.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..094c220bae9cfdaeb4eb3eea33bd2afd8658edde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2859.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2860.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcaf7d107319480173b71f457620fc0013fb568c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2860.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2861.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b178aaceaee3ac352172ef3baa5bb36e9dc43dbf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2861.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2862.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d1f2dc56df3d80900b1573fcfbb84d3aa430359 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2862.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2863.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d71b2701c8999eaa71210814b5c6e5b72f21072a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2863.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2866.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86599c792e84354fca9c46fe68952385a39b3072 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2866.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2867.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f3cd7c439776996254171059ce7d93c21675da5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2867.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2868.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7096251ec11b2234572adf41c1b7f73eca94d2d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2869.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..827983bedd8d03fdcde26bd91166c0ff2236e365 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2869.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2870.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a200e0122bc0798d5d71c38f8178d172a72e0eb7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2870.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2872.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dbf4aa77c0ad0006c726b8f91fefdbc38d02248 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2877.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ce4719614e3b4c60836b1fbd2eba06e40742dfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2877.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2878.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d135abed879fb2117b18c14d05f79992b75d0747 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2878.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2880.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a2fb93a4e991f72e75605dfe630c6424bae754b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2880.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2881.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eeefcbab69fe0d6614cb7e94160d65363c87c77 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2881.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2882.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..087e54e7a501c96bf805cc2d0658d58ea7f0b299 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2882.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2883.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a22116210eb6a5be8d2501dee21ebd839c065d7b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2883.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2884.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc118bd7775046d16ccf9e8bfb6ca23bdf4f2c6d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2884.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2885.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..309ff764793f7e067c6679327002917271f134c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2885.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2887.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf19d336f738aa7fcd93c5c77406d83c34e9225a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2887.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2888.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a417f092e697c59214b8f303c9a5a77ebc5232e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2888.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2889.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b2b00a01d8d994f0934d8cfde6fe96cd26d15db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2889.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_289.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaad2cb3532891033483404eb35e9050c8d874ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_289.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2890.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ada486ca16ca286296918834d77769c807dac15 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2890.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2891.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2930903a612c83631fb9983a5c57158dc52c7228 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2891.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2892.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e7dff250724d7069486c3283f16d7800e2bae1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2892.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2897.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3eafa60cb827f19a405cf4e8df4d0cac790a406 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2897.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2898.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8599f0da0d97b87c3deecc1aebf9ace5d2d0ad17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2898.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2899.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4f89a7a6a18d9a99d00d7e58a3bf46ac358f1bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2899.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_29.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_29.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0de1491e7b3a8d8f51ed370c79629d22ab3fc69f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_29.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_290.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7d77b58efe905798ac435581c4c4faef09d7f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_290.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2900.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71df2d3e13a515b895a67f2f768d95d9087bb8d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2900.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2901.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed6a3399ecbf8f106e1d7f59f358d3198eb160fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2901.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2902.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60aa8c12ac220dc6bc83ad98111a12c31d25ea00 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2902.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2903.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feb53234d5706b70e17c2b8dbd787f8c6a4654a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2903.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2904.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14e431b78e658cb5da90511638a5ea386f252bd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2904.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2905.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..346d7f7de61aa5131a8a210828317849243a2cfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2905.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2906.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c07ea342510949467749ecec175e831f45ca8408 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2906.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2907.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb59c9622f9920c011223ed9fb3c5ea9b80c9761 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2907.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2909.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53678fd4de987b362b048e6ddc3f96e82c89d4a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2909.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_291.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..525aef9eb4eec659e418a28dbbf7159932376a9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_291.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2910.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e06664191170279d838708d7abe6f48543d13991 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2910.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2911.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..623ae7cb62fea78462ecc780b08cc5e40fb63521 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2911.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2913.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c806c887f0eb05e8b4bbd47633fc4d7dff4e1b19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2913.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2914.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b6fd76c6fbb4e0664c3e9441ea4f856fe2d99c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2914.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2915.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..413d6a85523490c824d9c62f048e0f50092dc29e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2915.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2916.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..483835a20a5b13c0d8ff02b296082849afa42869 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2916.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2918.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3459169e5cadb3bd3ba9c63344446c8a570709ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2918.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2919.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa56a04d3405f98ed3575a4919324c5e33596894 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2919.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_292.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e58fdaeba6f35302eb7e663027f8e2cc5a093d68 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_292.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2921.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95a6bb75b555642568337595c952991f819ab12b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2921.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2922.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b88c8713b3a139e4dca7bad7657e07e9a13e623c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2922.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2923.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf11630f48b6c16e47955826fdaa37aa51614341 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2924.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5a08b0be42b6ae145c1bbe97368e9221758f0f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2924.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2925.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eae5a751988a1471d0b73a3c15eac526f2b50905 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2925.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2926.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feaf237eed9163f698dadf3132cbbf8d9d04fe96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2926.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2928.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f79b870746eb09a60c459f3bba23a9d3fefccddb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2928.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2929.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bd585b895b54d8b4bbfeebd50bcfb278780a7a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2929.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_293.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8545d1d47e7f3e943aef54a60a3d1d247f360e29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_293.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2931.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24c53674fcd72bb20dbaf4d01e2beeb66c58ec22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2931.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2933.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f056f8b67a5ec67e5a1810ba35b1f24f21b24de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2933.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2934.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5838fe445032b062245e7e1bd16f14fc3e2d76ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2934.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2935.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8363514c90f44dcd87115dbadfa1267a72f1b17e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2936.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..276f4a21d712f7da3173f3c9b4a6018e4b97ebac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2936.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2938.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..937c6770b043abd2413e39a58341b4565184c9db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2938.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2939.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8de93276402985185083d2a3d9dc11d7c72d91b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2939.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_294.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17956802eaaa275c582073777454365cb4214b18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_294.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2943.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b80fb77438e54a937b405026b9fc97a64e32fe4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2943.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2944.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e6ede67bd644720d480f08915a1e3f6df5240a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2944.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2947.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..031fe10e994e2dfeba52d91f5e58b56f9bc2f6d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2947.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2948.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39539af5c2a6dcb7d1845e234b472bff770e962c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2948.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2949.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..389759329496dc34cb9115949233349910996249 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2949.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_295.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a73a8d1a2fbfa5da7526c0092aabc399dc6226a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2951.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93087607e7911f19a061f75d9dccf7c590f296d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2951.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2952.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..136c1f61234be04102c0f74cad09337503b34eb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2952.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2953.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d60a8799caa9bba4597e713af8acab4c91a567b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2953.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2954.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1095da2499da7a029675e3d67e86caecd3dbe1b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2954.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2956.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d95c80098ed35718943a3c84dd5612abf009c60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2956.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2957.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a38d3c65b1fca6e7b78dabaeb395461bbb810cbd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2957.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_296.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6af04d9d7085bc52d9f4147814854607831cebb0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2960.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11b2c66a5c63c8d78ca2dbc74ed95dbc34440f28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2960.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2961.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63c8f168292324d6e152f386c9d949653f2873dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2961.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2962.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..573a041b1df98343520cb78d34c764e892962aa5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2962.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2963.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b528b81e79eaca656efb3f2694aeabca42635c7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2963.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2964.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df96743470f44ddbda1cb25e1c1e0608e054f29b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2964.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2965.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19556096608be9a9ebc2f1c11e8171791db56d38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2965.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2968.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae1b7687a7dd0b0585bb5cc0ec682ccf4e8f6c75 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2968.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2969.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de7a40b9e58e3fcbe146160e510a72769dddea12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2969.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2970.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d97c9127e16592ae22f25c5215a735f00acc3e07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2970.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2971.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d2c448d76b1bfbea8ad50ca39963fd36437dac3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2971.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2972.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4f52caeb33666dff0c92e535a41dca8eaf3e799 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2972.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2973.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e7ec0344f75aabcc333c816ff31882449cbb8d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2973.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2975.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0447c47d020de6d88a2102fb7dad6373285a6e9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2975.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2976.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..431dd30bc84b76e7b535fb79d44e967c3daf2308 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2976.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2977.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f4e0464b79b5e2a5eaf946f3ba022f7121e00cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2977.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2979.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5ea0faf06d2ba5f112a7f76e2c0c39127cd7e18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2982.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07fb3a33506a68850385be6da3017833edff0952 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2982.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2983.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dea6fa47dd8dcfd9dcf5317e859d32afe489150 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2983.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2984.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb8cffd68c523304c585a0f35cfa3a10d0b1ecc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2986.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..252331cad8d21bab040ef04fbea654c3a3e5ff3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2986.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2987.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c53ff61d094e3934bd5e71eadd2eb3dff80f9568 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2987.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2989.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21c8467886903ffdf079ab8b9fc75a969116163b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2989.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_299.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8173ef4c9a27a6eda03c6d2f1b070a579f7cefa7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_299.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2990.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56dd5c39886e9d1e50677da8859f5c48e079452e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2990.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2991.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..453b76708eb48653f1af9e7933a8d7f2fcd35bae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2991.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2994.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ada2940c261e242152eb1bc8a97805be48ab875 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2994.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2995.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52a8a0a43397eed7bd69b0a2e813e70a52f38a52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2995.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2996.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12127368086be11564af1cb0da13dc9c204fb218 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2996.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2997.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5f26e6d23d2a19ea1069ac39811d6592623a0ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2997.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2998.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab49e4763db43381dba8d6e6c5c3bb8d074905f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_2999.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_2999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a8a5ddf6208fa05a119d701e2c3382e50b4524b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_2999.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_30.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_30.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49969324c8e857a3c88b0ea16c254d13bb40955c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_30.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_300.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9624839ada89916838232380d88191cda1b2dcfd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_300.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3000.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d2377d720a3448473baf433f58d2fb24dcfdc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3000.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3001.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..528c55429979f62e4c7397e82a2b1f9e68da724d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3001.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3004.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d443fa61c3136e18c9496419ab1258ec26c4338 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3004.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3006.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f549f1a1f4f27d51c1dd4ec848c6ad4dc01ac86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3006.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3007.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..787ddc06640de1b4c0666addb42e767bb0324d3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3007.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3008.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33f04a749bda8a5cbfc8e1507c1a640007f3fc18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3008.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3009.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..368e990c9132589b678ba2709af07c5be27e55a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3009.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3011.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61ed46622fd7c1bc11b13489724248ecc2d100a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3011.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3013.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89a9961f28fc6f7a3d0b269561efc21a89639a97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3013.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3014.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..032ad57b6ba3956dc49eefb1207e239d93b70e32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3014.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3015.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07b7ad6b9bbb1840321cd7f3c2e523feccd0c2b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3015.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3016.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eb4640c16ad5be8f91853b9307b6008e63ff167 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3017.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0df71e6a993d25ea45f828b8033253b2abe9eb49 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3017.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3018.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df053480dec6760f3beaf924e61119e854ca9668 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3018.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3019.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..964efc0b59397c89d96ed8e3ab538359b6b89676 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3019.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_302.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfc32c40bab3b1c250b657778001fcab4c00d259 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_302.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3022.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57a31f062a3e14c40648f98994f9917641ba6262 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3022.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3023.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..339d50d0cb5e684a5fc2cd02c16f0ee1d8c1dd66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3023.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3025.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0d80172b4443e56448faeb992f53b0d9ffc471d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3025.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3026.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13fedbddde9503ef5eaca13098f4561c8a8fd228 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3026.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3027.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37fb03b715cd6db914d6d52f11a34d843c516e80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3027.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3028.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..677b8de5dbf8c67e9e8d09eea16777b96e297b39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3028.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3029.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb389a94ce01faba3363c4c395607d98132c1e20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3029.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_303.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6500a1032278a9c155c05db919038005befbe43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_303.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3030.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cb9e976a0246c0acae8f91d0d3aa4ee53810c24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3030.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3031.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19feb5f7d3e33d6cc1b26bfa3da2b3d3306c12a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3033.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b49bf256e17a1589d946c1124f56fc4c21ddc98a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3033.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3036.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb6f77ba69cdc5ab12c328b17eb706b96038d694 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3036.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3039.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..045c0e0f5ae8af1a1868cebc93508eb830dbf098 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3039.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3040.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28db28e27e3d0fb8fbe002d7571a83860f815457 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3040.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3041.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc0711ab426ec2c3f91780b93c802b35b0a7a363 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3041.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3042.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bbaeec840c0354b3bd56a71e937efa654deb8e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3042.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3044.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56a377b511d710e0d721d33d8511e332c53d63f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3044.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3045.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09910c938df23688bb72b5845dcc709b58e820b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3045.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3047.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..776f0625537b549f4e9699326578d61d4e1e1111 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3047.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3048.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a49d958b9e30d61d6dd76d585159cb79918f9ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3048.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_305.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6745b07ed639f56fd456e4b13c20c477e6dc7743 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_305.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3051.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d71930aacba80bd0a9d92060c2a86e238f9ff770 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3051.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3052.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b09f252eeb10e208ec4b29676750546d7a41a32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3052.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3053.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..622de9f3246a6e8882658429c0757565374306ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3053.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3054.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5e3ddf997fd24b24bfa527a1c3edf959e837542 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3054.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3055.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f06370c881ee3c68ea43c458bd78b3f3f768746 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3055.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3056.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..499cba79d0907b95dbe467cca7d6c6db27566349 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3056.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3058.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dce1e87e6ab539fac90293c6d6e2a92d316c066d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3059.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71d226c243b10dad25cee05a5d6c8a89d7a2e6d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3059.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_306.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5c9f0c3ec792078f2e006c30fe1e2c29c67f4eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_306.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3060.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d14a47560276676d2c02d74230c996db0f55ad7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3060.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3061.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c335fcab814a20fb56cebfbba298d47e581f921 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3061.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3063.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d973dddf758834ddc7a3bcae77d42ab693970c5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3063.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3064.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2d95fbbc2e49b757d96d4d0509e5e2fe9855441 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3064.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3067.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e84ebc1351bc19e1de630a4e8ffced3eb549110 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3067.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3068.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..651a022ed9ccc2d42adbf4d17044bcd2584a4d3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3068.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3069.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..214ccb01eb1894be97a4791ba0cd72c466cb0eb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3069.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_307.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e73baad2cd0869e823eb75f92ec2434ca1bae8c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_307.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3071.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd456d7efb890f43b6714b9c5028ab745c905b3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3071.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3073.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..895ca693c0e0b0ee705df31735e1c7aa44badc92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3073.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3074.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..433f8c9a5b40733b14fd2e60cec69d7621628bc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3074.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3075.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9eb36c4d6c90479755cc3ed4cb70b2ff9e666e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3075.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3076.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..deac3a3cada0f767a0e43fa5333a26a9c1e7c88d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3076.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3077.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c264506c9a0a5213bf775400d96fc0c45c7df549 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3077.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3078.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b470213d89e446619a0d7c1810ec3927dc6bc3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3078.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3079.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecca77482e99e475560f0e14eccf70cf1dc62ed5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3079.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_308.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce83c17dade25a14384bc8ac3562e868d37e4606 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_308.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3080.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23fc72d70eca41c091738fb902e5187f1a05f94e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3080.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3081.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01dcc551f4453ca5bc4e7abcd61940e3170e816c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3081.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3082.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8d188b181481c4173b51f0feb74d88110878368 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3082.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3083.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd7dff6c0842bc811cd5dbb305ba811e2966a097 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3084.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e87f426676a713615c08b924a8ea97a2b78998fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3084.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3085.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63d355115d1bc63d163f3dbb22a6f0efc709f9aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3085.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3086.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..747a7be9789fad0949b35edb8bb8f6500737cc55 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3086.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3087.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4d771111b83f67b0e8a40ceefb8a12796d30863 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3087.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3088.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b74b5e911a91be5f9ed673e69c932e4a0f292ad3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3088.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3089.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92eaa2d51d6755bc3da0b0087a0fd0beebd41a6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3089.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3090.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d8a58f29a9d705fbffd56da2ae684c374d82367 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3090.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3092.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cd7eb152b157df66f60ce12c91213b4bd1856cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3092.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3093.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99ffb27b280892574c533aee833f80d476181741 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3094.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5ad2c6c038ed9c127651fea52eff8574fe43155 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3094.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3099.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d47d330d6116b5f27186dd633b389bcef92834b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3099.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_310.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3606b63a402680c4dab4143883bd6d90692c79a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3100.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18d6c7a189d917b0917e74a32538f0ad96fed080 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3100.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3101.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3550a2c7c1483dd041cd948b9a28233990897b8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3101.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3102.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a0f948597aa3cc345429941d394a902a17ff2b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3102.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3103.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77e67507a0d1ab5ce5996cdde23dfa452bda8dcb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3103.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3106.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26e5e1afedb96764b6e1200312a647b2b1e7d27a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3106.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3107.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7a367ef58631368209fe1fbcbe8b0a47651e752 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3107.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3108.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ab3879109ece4b720104c19ced9bbc7c32c3588 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3109.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..facbe279bc394d2805ba02c0c07e853ce0aea21b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_311.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3e90948d2a3121c1df7ea01352a1f4b5fd3e70c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3110.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44fa3152738aced97fd97293e82972f2f9be0d25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3110.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3112.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d5cab70e4854bf572807fea90af15f175b0b42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3113.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b41c3924e40d5c3d7f0172e4d2f838aafba05ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3113.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3115.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3ebb560b0beab25159d8197dba99f4092809a64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3115.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3118.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfb3800e4e3620c737869fed43e7e8d7012a957a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3118.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3119.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59f8d2ca505d26331c75307ad962dc10463ecb7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3119.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_312.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..612972965220104c3c6ad6e24a71d17b438da763 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_312.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3121.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc5e4c13f7a237edeed0ea2229c3c2e7ebdeb6d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3121.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3125.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfa02a38a341c6b65afde356b73569a3a92f12b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3125.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3126.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1dcf36baa42b61c8830ddbc907291b97474b7ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3126.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3129.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbc0c41ec0b2e112f25b36249e760c3fb595d0af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_313.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3a07d7a5bcd80d8fa455ef60812e84815883a05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_313.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3130.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25e196fb0fde646c5971c3013295b3e2bdb6e86c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3131.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5a25c31f3dc64f3d0725ae11cd3b3006d5e918 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3131.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3133.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a48ffcdf5aead3fdf05666c89529b710278d819c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3133.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3134.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3af3ba0114e531d109e80a35c17d39d309fcae2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3135.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13be4dcaef34a0228d458973ed79031b0ee2ef03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3135.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3138.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a12fa002ccd4db14fdd7a1ca41aa5f4058d278ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3139.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a83391d162d48d175b4b61fc88700236cd61799 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3139.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_314.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd871ce8e03fbaa56eb8dd58eb3ef6377e1058f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_314.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3140.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..013803a1f62d38db8f121464e5aa4afdbe360faf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3140.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3141.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9030ce6bbc918a15addfcdaa969c12bf8e2ca3ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3141.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3143.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78cf057e0854a3fa40e46923dfd01e3606809297 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3143.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3144.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb0d88701032b33e3b7e8a7153028dc832877c3d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3144.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3145.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4ceb1fd8448b12c3e08e8803aed673086386b44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3145.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3146.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18d6b8779d3102c6eb4f7113c5a80a0ac71839a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3146.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3147.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32fb6e96a5abe064dff20fc4e6f59dfb41913682 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3147.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3149.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbdf16dab1694af5e7f62d067d4618a28f3e152a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3150.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aeebbcc227198d4919c6154f1317ae5b3f53977 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3150.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3151.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74fd3059e8eb77760d9d054c4789e046edffae61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3151.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3153.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..601829b80cd9c935341e066cacc592aee66d36e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3153.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3154.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0b914e6b3f7770153c4a5d2a80bd7a1c036dbae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3154.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3155.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96b895be4c3a5253c98536b557b74b47dc82d959 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3155.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3156.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..faaeccb8995f16004c8ba2044a8dde6e18fb6d54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3157.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..867565a357b2d055210507a6d8cc1c777e40f662 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3158.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46d70f923f360b6205da897a1de11e68d883390d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3158.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3159.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bbf7afc43f9cbd1bf54efa4885458c6323a8e0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3159.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_316.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2436e8707f22de5b1abeb068a88d41b398536ce3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_316.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3160.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd42eb3a9fad9ca6d6ebf895f8f26960edee5708 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3160.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3161.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd449dc995ec8edff639376a0425891c43e3d418 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3161.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3163.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d022f8fa12e214f45f07a6c83a164215ff480838 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3163.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3164.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccb21af54d44f5a17f5d937880e4ce51a763fe90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3164.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3166.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abbca5c05262b75ed03057d1a19b7721de0f85a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3166.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3167.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..068ee93a1cb6a84ceebdbf55cb3eb3f09497814d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3167.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3168.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb44330f018d70c2feca79ba2687a7c0c4b5c51d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3170.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4a9890a795a7167f4f0d71c5adbaa53e04850f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3171.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e46c8ce9feaec07cd2a0e85e60db7c0d7dd5293 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3171.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3172.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05eb629f00de057dd0e17da60c9e05b6cd49995b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3172.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3173.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..730dc5cfb832cb130803f41baeb285fdaa8b2466 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3174.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..357a036d818cd8687d29cf8bea764f5a857ff29a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3175.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a34acb101d18e2e1b9f18ac6546bf1b2273251ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3176.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9357a91d0b1c40e6b868a41407ff1baa06414693 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3176.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3177.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaa00b03d78ddfe9020929932ab61a39c149e02f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3178.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb94d77abeb6caa507d6674312f8164d027c5895 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3178.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3179.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ea906038e44b99b06538ab475a572a4c3b153b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3179.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3180.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bffdb3feaaf091d2cf3df7f4603335d1fc98922b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3180.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3181.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..706f27d0d4b5c8ab33015fc2b3527d800df3fe42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3181.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3183.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54da8632b38a5f735ba894ebb81ede83269d1598 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3183.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3186.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c38f087166c01215dc6820b1ae74e4aa77cf415c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3186.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3187.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f884566c63af25dcb44a1c987dab8115bb50b1d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3187.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3188.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab15a0489cf46dfce9efbf80ba724c47ab507c05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3188.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3189.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..141531d90f8094359b29412a3e903231353cc1f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3189.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_319.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07dc517db277b235e232a5005d156be7025098b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_319.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3190.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..810b8e1218a75834ac5d065055c49e212fd44861 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3190.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3191.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd31623dad46b4637738144d2c65f4d381d06074 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3192.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01a34f4b12d31e8153395cc02e4250a41de55d3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3192.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3193.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2a297d283a76cfa1f0012d55d9d438f42ed7503 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3195.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf1f521a932a8a5dcd1e07d9c868a176918d4cdb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3195.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3196.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53ab00a58a9711f42da3957ec164799687916958 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3197.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b338832409669f8ab457ef83ffa5e3e342dbb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3197.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3198.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8e56f61ccaa3d48f0eca697f2d2eaea7097701e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3198.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3199.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c0bd2bcce42171cfd8ec1ae3cc2b5607e3dbbdf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3199.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_32.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_32.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a2f6ccde738edbe0fb1cfd4eab61cd897c59f38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_32.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_320.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929c17fb38a30d4e126e041f5161d3212cfb8b1c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_320.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3201.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac35ae102d2ee16c8581f90e37ade63fbd1d933d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3201.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3202.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f04db41676063bbc1af411d2e5c57d407a4b0332 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3203.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6509f5bb1fa5edaa079b36b2ac7ced57409317d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3203.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3204.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ebae12db6664202bdf294943faa36f1b80f273 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3204.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3205.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b932447412419fdc3c02684212eef866269be2e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3205.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3206.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f92e2dd346af6e688c6d455bc917cc1feb8768a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3206.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3208.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b865658765114d30e9d20c84dab0e0f45584103 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3208.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3209.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26365d23fef8f3cbe1ebbce534299c921a486d44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_321.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13b84e784b81c77086c277df55e266097d765de7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_321.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3211.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae2ed58642a5b5981c7faaf4c22cfb85f1c3f69e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3211.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3213.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3c81d4233d93db9f7a6fab7e2f3c38dbc794733 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3213.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3214.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbe7b4218ba89d047d0871a6fb1bc9846da444e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3216.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a1ae17e6ee3aeae1853a596e76f553211c62989 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3217.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa0e8e1f7f4359ffc4ede7643865fe2a2210fdec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3217.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3219.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79f877d5d7a864da0dd3adfc0588e4996d5f2e86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_322.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..331148c80c5a566eeaf20461cb9b96455ce53f97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_322.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3220.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa2a54ad963494104927d5735c9bc18808ac28c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3220.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3221.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8373d0469bd267a30fcc05980a3e4f1c65f7827 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3221.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3222.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ecf5cb4829c4861558dbc3c06698659b5221633 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3222.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3223.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d74c84b78e3ffbf43382689846fa51c00cd8539 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3223.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3224.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c52952f35317ea5b12ca9d82f8faa1cd4009ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3224.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3226.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a418625c027afbad47fb23f882fa3439f7ef61a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3227.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..429b1d7bd5d57803b2f065194eb8e8887abf0918 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3227.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3228.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec93786e90cc20dc3b83f715564ec03ca4d0d1df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3228.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_323.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c237efe579e60a5017854bc25a087608dd4c762 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_323.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3230.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b73929193acd7107f8a1a1319fe6eefbfa63795 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3230.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3231.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4242375cb67e64d2e832fe0384c6e7e8e50601fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3232.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dac4f8066c46571e1abb6b3651c301f34a0fcf1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3233.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..528dae7a8bf5480de2c31921d50e869c0da9efcd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3233.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3234.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fac9a13c2009f6ec948a5ffa13ef687db4a452d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3235.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b56f0e3fa821dedbf4639586538339aee9ba0fb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3235.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3237.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b00783d3c3219a9e4ea49dd390b5d74f6e41145 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3237.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3239.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17fffa10984639579653eb2cc3e10ae8e7f6a610 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3239.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3240.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00c3af44ea25bfb814418585cb8aef6d08b7b0e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3240.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3241.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78d75b2476ad98b43c4e482e9218fba67cb37d14 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3241.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3243.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f61cf58d0e9de23880f2da32ba29e9f10a4ea70a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3243.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3244.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60772983800845f9823c3ded2278fe40c1ce4890 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3244.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3245.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0530bf5a6d713d87a5efc38a5747849e68334314 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3245.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3246.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb1b72866dbe19332da1fbf79f1579db8365c423 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3247.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d202fddbe4e9be818cd0ab62d508fcf962c94c1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3247.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3248.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dff7576850327da4a40f12b2833a9df471950940 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3248.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_325.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..647f6ddc667db8f2d61a4bd049a1bc606c147be8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_325.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3251.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5910f2150ed7e11854e55d382b4c81b295e28fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3252.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a61da4ed8c37382ce454191375dc151588846b4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3252.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3255.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87eacc37388dc4ff5b5a00b574e92a95a00f04c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3255.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3256.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1ea66c9088973e03d946a7d90355197f887cb8d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3257.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..780c0413593b17df961fde6875f2c25f552e946e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3257.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3259.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..def1061f15482b3a15236f212a666c47e42a2210 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_326.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b6e426fda37b600cbfd892e1fbe9c0c4655265b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_326.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3260.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee54edf2d2461c2ffc0f0a67d003ccb5fe87b2e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3260.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3261.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69556a25bc9f373a010069b183a55d12dc58c341 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3261.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3262.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50db3189b23fa2dcb58cd317f49d89e2c99dffa4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3262.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3263.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..337641a2013acdcbf7e672fcb4dbae51288c9525 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3263.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3264.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a4fd295c4b1106ac8f5122a5515ade380f352c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3264.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3265.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19bce72b260529004a84eedc23216626d3d075ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3265.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3266.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0a8ce9b9131acedd7b0e6f9f5a9b872703f2873 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3267.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ea22a13ec2f4cdbed15fcfcb633becc072c57b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3267.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3268.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c47bd58bbc75722e841c590258374d3ebf916cc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3268.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3269.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0214d1b7954cd545ab052b6fb3f23af34a252b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3269.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3271.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82c10f321d1fd2e320b3951edb2a62de889f6128 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3271.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3272.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79cc32a04a62d5f8522def355f6e27d6dda16ae8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3272.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3273.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..630f88ba398f71c64e691bb023f75d54f92402f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3274.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..959b22e5c04cabab57a385f2045b29c9858ff581 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3274.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3275.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b735f362af8da9f6b6156a4dbb554860c10610bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3275.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3278.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6847d624d87690d15101b01f9082cf9f36507a1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3278.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3279.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8ff7b0c8f176553bf9932077bc9feda0a5b2863 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3279.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_328.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2289a7583d86e5bb2128d8d25dc42ae5367b555c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_328.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3283.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c22af224a394cd8b0b9b8510f5bbddb99c7213a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3283.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3284.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..556c03902b4ca81726076c62baa5ea29a6c4d3ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3285.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5315bcf0164c3688ed98002552df62d33a9546e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3285.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3287.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26cb90e625f514cd6f3921130cc10e8892d30fc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3287.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3288.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2a5d5df9aa4363434496575c9a6caba9bc11c25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3288.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_329.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9725c75e981645101407abdcf2ebd52c123131d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3292.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68170616ce44727f04d070f67dd6d5d18b6c0bc9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3292.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3293.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..059c4bd1d371ad4244e0fc867fd23e897a1d07ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3293.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3294.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cde4144b75506cb5edff86f556f3ca139bb0b4c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3294.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3295.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0a8bb49d591206b4cfa0cda82632160afdd1b60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3297.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29eb6345a6a4a27eefefd28705d7aeb43ebf7d2e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3297.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3298.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d782c11fbb8e06334e3e9f42c0bb6c0d2a34cb18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3298.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3299.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19e0e9fae594e60bd582d96c5680b0b787c246c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3299.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_33.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_33.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546dc85bf5a13d842a63fdd40ca8f1b9634a645d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_33.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_330.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b21cd310a180c9cc0ca2d5d25deac87c11ab155 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_330.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3300.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aee10b84f4e8d2fa59a06ca2a5bb17acc4148d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3300.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3302.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcdd5c8e90de3ab476902e69d124687a6b03ae12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3302.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3303.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6627cf0333a3d18694aace694cfd0e5ea08b1914 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3303.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3305.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2ce186522462c72d6e9af0b2047970a261c796b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3305.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3307.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8866a95d0d2b32b68c6976f58c6842c3916ee3cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3307.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_331.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26cabb94cfe16e85426205c606fca2c74ef3b00a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3310.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48e3a49f3fd642c225f3290e81b05ccb4e52e7ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3311.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27a3b8aa8f5cb09500fdfc0d49a599224625055f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3312.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..526fcef8bd2cfb9748a6bc00bc2bee2e490b0a7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3312.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3314.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0efce154ca9a9308f072a7289ca0a27bdd2569d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3314.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3315.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea877b589d85a5ec79d4acc7a81e36d369a94823 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3315.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3316.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d3258f5dcd9b49d4a6b3b4f10d9c86439ee9c40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3316.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3317.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d430b744342ec7f7aba91747f861de0a69e0d673 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3317.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3318.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd5d3c78448c033a64128dccad4b118b5882a967 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3318.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3319.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb72aa4d78a0b8af04feb3c2ed2f21f13c08ee13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3319.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_332.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95889c52000f0278ed0468b3a71df05a12e553e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_332.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3320.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41192e9ce4a9c1c64f9a3bb8e488a9ff343503f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3320.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3321.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..312fd0fc5422e551a10df17b0af29394eaf38c2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3321.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3324.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61b5a47b6d380476b534207282b9427ef7bd24dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3324.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3325.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba65c2a528f8ecee10fd1ce6c81e8c68c030d435 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3325.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3326.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a350218115ad21021587b4066edb93a54365bd40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3326.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3329.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87db9b4b264864edf291d61dd3c628ae4ef900ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_333.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0b194ea718479a568a1ebad60a4a6153fdf2236 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_333.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3330.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e1a71068ea0844dc9fda9e67830680b7f201ae2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3330.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3331.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc4823f4f80b877b583eb69915439f5edd0b8310 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3332.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bff8dd9ef1756a602b744ccdb06ab4a303ebb0ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3332.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3333.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..416e68c102868f5f4a968987c5bb22279308aafd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3333.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3334.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..237a7cd6c458a13269d3b71947ed9070545798bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3334.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3335.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e48c327cd18abc4fed22e7ab3ca0f57c775f4dd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3337.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77da382598abd1a35661108524027630b5f7edfa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3337.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3338.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c4db32ecf55eaffaff003af6a46729cca9c87f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3338.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3339.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a9cf987501d6f61246b786d44fd5ee28abfc155 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3339.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_334.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4bfb18d01b09814fd0ff9dcd06cde79a4c107d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_334.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3340.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77842222132d36d52107376015b1b8d5e22c0d6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3341.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab274ba88984ca8131c8850551ec45da8e640266 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3341.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3342.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cb02b1d958bb1e95ca012021c81c67eb4840b8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3342.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3344.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76193a7ae34aeb8619bbd1dfee36f9afa5522707 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3346.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dc466e1221f563af7eb184335987999871aef67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3346.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3347.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d67e35e3677526728b2f3129e4f45f615cba863 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3347.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3348.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ce0ca8df58e55c338b03328f1c028157e76d911 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3348.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3349.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbd6cc33e7fa2c36fd808d709397c29df9d67223 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3349.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_335.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34ba9f9555d502a818e0509ea5aa0df2e6afc45e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3352.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d6a215e92985bbcccc4ec0bc8ec012eb901f843 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3352.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3354.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84d099b0ab0dc94733268fd2f6c85577d60faff5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3354.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3355.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef345ba0a7f77036528899a9d0d72e40ae9a62af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3357.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0915c710e0cf72d15d07beb6eb6873d125bb655e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3359.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f968a50c88b220d7baa7768bfb2b609f21167689 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_336.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..411b4350f1d56ab932fb0f87f31a1fee921ddc40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_336.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3361.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9706abd475b825846ad3eea973d14785ec10f91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3361.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3362.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bc0df936d3408dd2c997134c3837e5a4374e6f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3363.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3ac86e56f5de86d1377650ace5e669f087274e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3364.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec4ddc2750f3128582c80f88c766fe10c199adbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3364.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3365.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41db1c866be87b520c77944e8dca663fa8669956 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3365.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3366.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9485202f83ed75edfb40b1fcfb359d643d670043 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3366.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3368.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..313719afb69a39ec186f1ed61a9a487bde96629c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3368.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3369.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e37c367745235b079dbcf7b418c72627d9fb526b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3369.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_337.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dbb5a0e6e6f5f5127b6423e07b25daa1cbd678e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_337.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3373.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46566da04835db692cd46f994b82ebac278d6273 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3373.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3374.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe98e6b21424157e8424e3fb3ad48f21a6c3c8ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3375.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc178c70c2d91bfa99c1865a7414d6179d30931a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3375.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3376.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f6ddb7b1bf61a64d7b3a3c22d81ec9c2469cef4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3376.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3377.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1889abb642e91d419c4c367a95a42c49f70bf00 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3377.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3378.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99da29360271e1d5b3dd598daa2cdd56b7a59e31 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3378.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3379.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f67b63d124353fa64552cdeed05e1e34b772abff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3379.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_338.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82d245ec3f0e415017daaac258e766a79e6c7d19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_338.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3380.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbb6982a0a9187d4e758649232ff10f6844e957e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3385.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84206ba7aa6677901621e81413d17895eab0c0f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3386.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c776a64e81538f2500cf240c18b275d7416fd9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3386.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3387.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6cffc1b7b84a9ad66ca686fa0df4f06d80b6593 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3387.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3388.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..597e6485d37417e3dee8957c5c1ec540326242bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3389.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e50de6a9536ebcceb6246d695ab367eee0a8655d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3391.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65c404b2550acc24a2352b9b04e2916087032c31 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3391.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3392.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccf81c0ed54dcee0f15b4a69384fc63fb42d4351 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3392.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3393.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3caef970187ed69fa65bbb3ebb23ffacebfa2ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3393.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3395.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e5429ac883beea1d3f07fe61da3064b0725e0a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3395.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3396.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8b3c1e1f8f536ed367270ee64b39e667f89575e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3396.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3397.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38d5bb016f73fe6af08e9dcc856af1efc06818e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3397.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3399.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e189e7b07e8e3369154ba6b1784700cecdd1c665 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3399.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_34.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_34.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c1852602efed0d5a79d799842f866e3da234192 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_34.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_340.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3eb799860745db114ceb0abfd8c91175cf40813 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3400.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c13b3214ded72b7347df9511e2dd97955fb0598c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3400.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3401.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..681d5372ff1ea60757f5878da5a6bd32437ff8f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3402.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d886f7d1691bb67d26b6051a83107c36f26a5822 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3403.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e1a57c32329859abfda336c7fc3077e1a6ad6cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3403.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3405.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..565820b95925300497882c250f52ccc12b2e7207 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3406.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fec34a2d34b1b8e81a71c42c782f10ec882624fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3406.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3407.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4f98b1250ebf7df67764ef71e9c9c6781560e2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3407.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3408.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d4680038ec4a52bf800f70040920a1a8dbd4134 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3408.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3409.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49849496322cdcab83275234827a9b8ef8e80bfd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3409.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_341.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72a00937cc15cfc9aaa1ee130236bba4977ac2f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_341.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3411.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..482515443804f5584ef0a6f7575791f7e1a25dc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3411.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3413.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7aae606bd1c6f31af6b3c0e5151f2f67823c16e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3414.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8728d0f82dc11ce830d06b55bc18dfaa64a5a94f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3414.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3415.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad45abfc143c412470e80b874259d61d31c3b2fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3415.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3416.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bffaeca0fbd9da949face0eb9a3d10674088466 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3416.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3418.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08fb262e232505415c45ae9d5e876a1b0cc47abf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3418.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3419.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9408fb6cc4fe0b6d6e21205acf3dc64fc2cadfa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3419.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_342.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a142d2a14c6f70a314473d91f48fb2e293f30e8d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_342.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3420.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0e677ef7b307cd6dc5b6a611365b819d21fe24f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3421.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15936a07dc5075b66d53633957bc1244a6505664 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3421.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3422.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1859301beb86d900e6a75447cced37860d18829 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3422.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3423.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56eb7fe2e3fc2e76b7f6a2421290cb0a11b32fb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3423.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3424.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afd6acd7eae90a069f09c64a85093f21fc6adcbf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3424.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3425.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5fb019362f6e427d77368b63998c1f8ad2a69ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3426.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fdf22164c9af5f1c505bfe93c3040f1a202eaad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3427.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aac725f835588fa1cf997c44225cf1a17ee057db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3429.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d923a3c18a10b9808eda4dc5a226567b3a8c7d29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_343.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9defb89bb20e613d7fa12455f2d92f3c2a743206 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_343.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3431.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..614df0cf3093cdec1b10ae34d4bb2a5b5a92fe0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3431.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3433.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68f2202d2a820627ab4c8cd6c6627522b5a2eb1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3434.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed55ec776571e237ddd6ef9b05cfa72af98a02e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3434.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3435.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00e64272ed7b85a2ac363a41f925628db8dbe80c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3436.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b976e0d2fbfb49ff55a05875e819f84073e671a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3436.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3437.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99def8f8a4cff400b054d813bff1663dbfd5eeaf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3438.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..416c50b99977c215e2479132d24d73483d6fed6f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3438.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_344.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dd00ec2aeb45355f48000d13e573661394f531a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3440.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a742ca6d8e023fd55512eb1af0a4c4e0f51208e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3440.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3442.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36069c5bf0512e7cb750a9b35a25cb3f45f572d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3443.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c11f1efd1e4696b80a89ce6a35162eea74343ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3443.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3444.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e71fcd534c160d0da323383487c7f1a9f0c107f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3444.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3446.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9173174cf166b0ad5457958ea767989725dd8c67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3446.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3448.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5be314dd85d30ed907b47fc1efcc711697139842 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3448.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3449.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f04437430c08a5479218ca937c59e84e5df5a311 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3449.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_345.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddf65e28ecb73b6599918043097805eb79186084 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_345.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3450.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fca8de8a8e4621e4ba0ba06560a2bd1bab15bcb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3452.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b23b4efe5bfc15db8e18c638a00cb1d78319f5ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3452.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3453.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27007feeb7f3f99ace7a777923bf5ee0582913c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3453.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3454.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a578dbd71b0e324e74f7813dc31e806c96467ec5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3454.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3455.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36eeea67bf7302107e378253a26b26a057b42cd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3456.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6646a668f59497d25801334dbcd15315614f73a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3456.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3457.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a462c20da5e91191edc047ee821be7397ddf0ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3457.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3458.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cbc594ace32ce0c8676f77b9726470eab8dd669 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3458.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_346.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8146fb5c3b502e44b61ad12ea56792f9f877205b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_346.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3460.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66336d0ed8418d54005368fe1a33d74e9d57d1da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3460.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3462.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee9c8b1b7f8b6733d9a36588df0557aeed56f762 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3463.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b940853cb40289693a6017f05a09d844decec8f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3463.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3464.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7df28e0abcd66ab0fbc7584b9d2643ad96635d46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3464.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3465.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5ee9c861f8fa60fa8363e684f8c4a07c83a24dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3465.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3466.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b926512618f6c5ceddf9134bc5a4ba7db72e7f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3466.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3468.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..592058b3ea222b600572d95a1864392030264d87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3468.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3469.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6de168d2c499a73ce72409c684efe6abc8ecb80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3471.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f894bf08dc43c8b151262ee9c895390841fa369e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3471.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3472.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9157aaa69da1b834673cc22e38cf28e3b61beb7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3473.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82f1500f680883b4c126e8cd108b2c980a171c74 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3473.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3476.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e52546cde8ee52123d2da2548ff2ba2bb08adcf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3476.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3477.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7297a983b1924deaceff678d5e7858690df99c94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3477.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3478.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaeae49a7b965827b0b6aec45fa58979419beaac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3478.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3479.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d9fd33f6c3e9d2ee084a37082b5741559a62f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3479.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3480.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b619fe10e7df51bc5ddf2b679aa2a310a319d2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3480.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3481.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fa234f7d3a695b9fb829fe438b611f0e2a30a3d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3481.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3482.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aed9cf51d22b5a0ba053ac8c14a6902c1035551 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3483.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21f1a6b0407c8035538519031c644f4434e4e4f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3483.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3485.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..033dcae18e7c1ddc798da9199a8ec378ee4c4810 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3485.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3486.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..661125d88e0cd8dba3e8e72f96229066ee8c2831 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3488.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0b3aac1cce681f6fcd2e126e678af86aaf78dbb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3489.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..074c467f4447a7e64db6157748f3229ce7970009 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3491.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea950f6b456e623b610080e0fda52b75b6725ad4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3491.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3492.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab6a67e02ea04f289c8cc1898bd93c1c9e261607 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3492.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3493.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7771d35984dc29c21407a1d0d89bb73056883dbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3493.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3494.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3490dc1d1e152809ffbef3a9ec0b9c04190fd88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3494.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3495.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2adb4778732aa7749f50f0eaf1a1176ec92b7e75 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3495.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3496.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fa01775fa7e546d8a873c3a7ac0a5a81540c2e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3496.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3497.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b92358521c5ba64ef12c08ac285cd0c5ff03e43a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3498.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ec862366a0a71e46e894dd69336483af0cd3ff8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_35.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_35.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebd2c26ba4fbf507c44d4ac25e8308971e483b17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_35.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_350.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdbc4ac3ca70a1521fdce55072619cccd1d3a662 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_350.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3500.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4d5fa98d9df1db141fee91f428bbc818784120e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3500.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3501.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17ea6ea2bda44147d4047c3df12e9ec417f6b748 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3501.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3502.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa3b7eee253c6dcc3593702d6f38d03056986e84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3502.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3503.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d4d6a0b95f89358055e124d9c30a4f97193116 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3503.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3504.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c0375cedf4067f111ddcb06ebc3ac1352c8dbe3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3504.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3505.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99ed6b865d51e6061cb54d2a96050f4e02c378d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3505.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3507.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05170b29fcd9bc671c09aecc241e74323ad92c5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3507.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3508.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e94e28d2bb9f0fcff0ddd4cd416412b273f1f088 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3508.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3509.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f25239c3e25f395cfe365fc341bd6dbc24306c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3509.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_351.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abee478715f6afe95fefc9fb1ff738fb6c5e23d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_351.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3510.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd39af1702ac762260ed02935aa942c9e8b163fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3510.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3512.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a48d71229511073f9e8a15106dd3be3af85f1ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3512.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3513.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2675f64f099683284d015f00bdb893fbc6d70c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3513.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3514.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30261e0735fbf579e760b4e1e6723c7c7c65990d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3514.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3516.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1fdb9d72d736e65c1c0d453dd29defbeaffb445 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3517.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce62152e729faafdc9186f5b92aaaa4289073c05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3519.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17616a8a3a6b82a2014c7ca26f68b77752a0c914 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3520.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24e23b67e485cf32fbb5879ef964506413e36b11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3520.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3521.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2953f1d46340e5e968b719aedc53cfac8035f6c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3521.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3525.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..879bdce97008e1d0cd3acb27452b670e78d3d7b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3525.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3526.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67d0e69a1cef0885b8338cb9d726fa143dd18177 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3526.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3527.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6770f47617ed4ae1287b0a1c4a2bf357fb40abf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3528.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc40fb9d82ddebb9c030abc994bb2fe7b3707ec5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3530.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9ddaa97b1fe97a6fc1ef213414d7715ee8ab769 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3530.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3531.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4d0e46527ac6f4d80501c8c27e2c29a1fa8d977 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3531.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3532.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7131b48a0eaee086fa5bbc4a78a6fc8f0115560 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3534.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b9e4bbfabfaf888c985e68b1d36eaf056acd438 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3534.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3535.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f589dcaf7314a613510e00cbac5c0f8cda332829 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3535.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3536.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8905b775d784a579f60d13edb71c944a7823137e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3536.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3537.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8be6cf3b6111c5256c8c329187f35f367ac4846 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3537.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3538.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afb01899d2d65c2474de7b57895302684eec8bf5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3538.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3539.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..615a4b01d58ca79aefb92ad2a8ec42ce9c75656e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3539.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_354.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1eab77f04ffc75969d04055c357991eb7cf50138 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_354.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3540.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8a15b1b966bded89c2eb73a7b95cdc2c035ed02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3540.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3541.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6e4822aed492c10d0401c72239339ad62a1b0b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3541.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3542.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ff7ac78241eb9db78326b85065807523a5e2637 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3543.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8081862f5486d7400ece2b663f74f511f2c2505 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3543.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3544.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e33ed1e00f0036c7c929cdc3e5eb1e428a9e2fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3544.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3545.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52f80ad276048fe9b97f209281d8ce2bef8112cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3545.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3547.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5485f72173929ecdb060989b129868a7ae6b39a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3548.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a01e938bfdb6edc54a56d26daba056cdba62c7ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3548.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3549.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14014bd15b91d36e6496c8bc493b1878d1fe1506 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3549.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_355.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c973ffe62e5ffe803115d5ac4a01ebb5f212a35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3550.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d0b4e29f55fcddd0f2fc6508cc412d5d1c55d03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3551.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14e29c82aabe828bc47423e240debdd080a5b293 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3552.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1be4f8fd5e128c1c05e61511119252e96e41d92a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3552.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3553.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..973b827fc777aa3daaa1a639aa8b4cd792e9ab9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3553.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3554.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a4b107eb87bd8f3efd16645d61a634f841f37eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3554.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3557.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..645f3fec9ba36c23d62bf38d1e846df71dbbba59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3557.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3558.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37a3925c2b56cc0296b63fa57a0a4f66dabf741a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_356.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d6aa4aed358dddfa9024e4209947b050bb84f4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_356.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3561.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..256f176ef13fac7afa2b1dc0cddd9d24fbaff23e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3562.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1df1868a917bb75a3508518c42cff5d9b84714c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3562.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3564.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995cd895997a92b23b382c7865838ed77c09f05c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3564.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3565.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c46c23f27d74786dc26b630225b202402213d3fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3568.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b7a0242545283a234a71d257bd7595595ee9cdd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3568.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_357.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ccdf3f65b1227bb5cbc6b11f3812fc54e85e360 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3571.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83a6acab20360f9d22ee406e65060b456aa90d91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3571.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3572.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..140b6538939247b18dfcdedf7ab52c1bcff7f52d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3572.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3573.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c3346d9f909d4758b65a1e2ab555e734d260a1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3573.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3574.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5256bc8e759da35c8c2e2935757b96a064401ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3575.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bde067b97c776bdc25e48650c7e3725901f9243b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3575.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3576.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7fbbe0ccaacab93ac69baedc6c30c8520f3154b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3576.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3577.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01f9d61defc12bd3d005d5d51a61a3ee1883b8f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3577.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3578.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..183bdb90366808b2f2f087e6397626e0601334d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3579.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..077255fc829efa73b15e3913a0f1af0c4480e95f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3579.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_358.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75bb492b50f7e6347b805832a83ec0dc2157638d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_358.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3580.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0546c934f3b859b360531f168b60ee8b9feeeedc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3582.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1880144a0d97a26e5604392dc98d6e1e6052ee16 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3583.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e737eeaedbb6cb8e869111644f50d6382ba1f484 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3583.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3584.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f6eaa4c2d88bbad684d5c3a8caef8d21bb9065 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3587.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e613b085dc7737fd52d280e3483cfb735f51db4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3587.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3588.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c449b111a9edd9c485574bbc3f1e0a3574e466ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3588.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_359.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ee0d2f75a3d13738d9da28d47eb12efde50380 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3590.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7ca1844985767c3359c5b05f4f4aeb6d93bd9d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3590.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3592.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16e81fb423b508f1ea4b0692ba57fef0cd84cacc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3592.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3593.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dd219ca546401d364456397867d97fc07a49956 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3593.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3594.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7edf599e2fda06563c49ad35473126520ee58b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3594.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3595.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ac5c32400e38ad24c7591e961b36755d270ba2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3595.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3596.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f780661491de99d1394fa1c1110cc77e38099039 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3596.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3597.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c0e6bcbde148ed9d7da2b91f83eeac56cc33b11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3597.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3598.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0d1007323f46db8d6969051d4f45e132278ec88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3598.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3599.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bcfaadfd3cbcf3f3cac2b4219ab573c6d53c603 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3599.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_36.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_36.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f7c862736bd94dcd131fa84a88a0440b18f05b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_36.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_360.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2bb1bd0f7ed4320ebb9f34e901474c27d6fcafb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_360.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3601.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b47a724487582809b1525cec40711d3386459ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3601.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3602.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f7bb930c1c97335255e49d4896589a7fdb54da6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3603.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05601d37c892c83c680233a431ea26f0e779dab6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3603.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3605.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9eb45b8f863d5e822d73442d0492a650e3911306 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3605.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3606.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4093f4d9c311ea40478c0a6d28a15bc7c476d6fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3606.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3607.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21abf9312658b4b21843c2418939cb31decde83e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3607.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3609.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..898363d10759cf3912ddfc9a28410f353d6531cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3609.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_361.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..815f2dcfafec0bf259a04343f55a0df2963d9f7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_361.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3610.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc9ad8828bf8381a1bceb195a4770fe957f16fe4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3610.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3611.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a15b0201d1b0cb432777cf9da11c42e3de6d1d9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3613.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..755fa8a7bacec27d77171f12964c6f429ad4911c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3613.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3615.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b47a8790c530ba5f30d37285e7dab4da21303fed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3615.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3616.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a138980ed9dbf3bbb43820e152d0de8ca3c5e366 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3616.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3617.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f4a5f0b01905863d1a9ba1a44ceed7647fe3c8f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3617.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3619.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99146564de1b711c79854f199629282f683901a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3619.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_362.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..208aa42c873ba47492c88885a86b765edad06fa7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3620.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fceea753fdd52e90409ce6a39b6c93dbc272f5be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3620.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3622.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f00cea27210c8690e66a01e264e511648f03870 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3622.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3624.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0944404b7b2f06af18cbd3e5c19c231de2f54aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3624.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3626.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1abba236421baa9b2fa0adc9f5ff7a023fb4672a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3626.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3627.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce354524eb3d99ebda9bfaf1fd7c4cc9360b3b3d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3627.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3628.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..145a6e3ff679ee3e48cab03f776c91368d3634fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3628.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3629.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f594dfd54f225afa11757b85f1d4f3d1a206916 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3629.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_363.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b42b0b4109509647d16d945b8ddcd0fc4af18696 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3630.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a64c24b7ddbe2626478d8bd72ec92c0a37f8121 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3630.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3631.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f86cc8a6a33a8cb73d972823ec064d71c423b372 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3631.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3632.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..065df80ddead853952e5e4837e1c0630d7292ebf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3632.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3633.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e4fe05cb612778f7ba1d08abea4732697c4a3e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3633.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3634.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58695219a4424de40b008421ce5d4feb56f48dfd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3634.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3636.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dea66baac3c11273f906fd2a3038ca4b7ad8136a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3636.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3638.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b044ebfe3cc40888e3c31df7e368dd8d494f0b3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3638.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3639.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb91a8cd9ccdbdbce6a0001b6902469eed2e21fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3639.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_364.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea204201c7b49b5a716452e190aca0345e1e9eee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_364.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3640.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..027e16742894aa39f3b984c53ac0c86a27ebdcfe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3640.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3641.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f829b30eb14722e318934d11bb5900dff90ac61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3641.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3642.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6431425336d43ce8853e030521e17587912aa1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3642.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3643.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2342c2d8d00bb7398269486766c2cefcdf3ad551 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3643.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3644.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53a6ece3292da28b22ef0a3dd5194a89f08507f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3644.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3645.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e42a3112ece36c006483797747438a8ca3191862 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3645.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3646.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c78fcee0af09f3be58c62f70eb70451911b53ff3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3646.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3648.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a380d2e09c33cb62807d2a66c128fbb8a473d6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3648.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3649.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95fd23c41eae9c6cdfeb733037875b3e071170dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3649.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_365.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3312f0d08a652159e2cf739433cb80a7011d0677 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_365.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3650.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4224555bda08eda0a892eeae0a18a7d990004642 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3650.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3652.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38c1997154dcb236fdf3477453fcd895444fd75a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3652.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3653.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb12d1e1c8ea10c5c0b937f10eff6b4bdbbcf44c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3653.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3654.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbc529804dabeaf3b531342670f457e0c62970c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3654.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3655.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3bbc275bcde1ff7115a5fd3650e326643712d33 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3655.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3656.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a4f2eeedcdca3eb252491aad863fb58e57e70af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3656.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3657.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ca7fc10ab58bc4a8c76964bbfe4212781d74c29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3657.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3658.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aafef6e2ea55a5541c154f9705bab3d3141029a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3658.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3659.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1bc0915a1e3a8ec678f2e11428141927a411fd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_366.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83cca13bf949cb9789f59745d33f7f53d313a24d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_366.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3660.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99668f60c2144ad38e6012b2ab856a2d1042216c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3660.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3661.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c47826d6e1b8dccfd5390adbd04feb11765700d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3661.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3662.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d85ae5c3163296a8c4500ca4c613f248833f60b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3662.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3663.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed945a3c599783a5e5479aa33e3ad2095109899b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3663.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3664.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b47709c5c6de103be92298efd76b9ef1093d44b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3664.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3668.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ba9429478df2c1177ff23ac96565e372726985f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3669.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bfceb729b16c6cd8b7e6161a5149d92472bbf02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3669.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_367.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c84b502e5a3f05c689f3b329846e01612b3bf17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_367.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3671.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a529b31ac759a26db8bb3885652c5f935fdd9479 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3671.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3672.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1284206a4b93903436eb0d2dda6e090905ceb0dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3672.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3673.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7748915ee26e88f2a7b4799db189fd6f17b42921 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3673.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3674.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0e4e219d5f4dfb363d34357c562b459f2c33989 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3674.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3675.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d633e39d5ef07fc811cf0a8a305cc1bb6534e98c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3675.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3677.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b84a72f2bab485115d60d3d09d10c53c47d1324 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3677.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3678.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48b13f6251dddfdc5a3bbe60286c83c9b7167f65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3678.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3679.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03e96c8b620a5ca6337e2d813d22f392e5145b33 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3679.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_368.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cf9243e1aa8e8e36bd576d4ef0cf547a68c20a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_368.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3680.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1da37efa07362f006b4c6ca287c0354b75d5d5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3680.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3681.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffd32ece8931573ea0abfa0323bd59d90711045a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3681.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3682.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4ee4376af45f57784dc35a8e86045a2f2c9438b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3682.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3684.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8890bd7a4965c722cb70e4615534c7f12311a516 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3684.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3685.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f5bc84cdfa49fe03c4403c1d0ab95f3ee74be2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3685.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3686.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..893592c33ed9aa0f41e96d67ffdafc0adbc36d55 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3686.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3687.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a31570a327891e6d02af82705fbf758498bdc174 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3687.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3688.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c73378507e9a05d87c0367b22e8dfd7be140d38a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3688.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3690.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..129cf6fa26041ad81668bbf2723dc5c1f12de9de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3691.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b844b64f7dd1a3ed8128ed918167a49740ecc54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3691.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3692.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00f8e23750570ea4d9f33cadd25fb0763a544ca5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3692.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3693.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d737c964f685253eb2ec123726ba7f158d62e0e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3693.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3694.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ac49aca437af10cd93ba07b811350fea229497c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3694.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3697.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79dd7310f5dc426daf0407afff366d4e382106cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3698.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50a90c3bcdbf0d3f56b8ca0fceba02b2ec47acdd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3698.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3699.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da65aec2a887e856ced88f4abd0f7f6e284eec5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3699.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_37.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_37.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bac565f1045fcf2ad8dff297dcb3db8834abdb60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_37.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_370.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b23ec2a3955955c4be55f8c616ad3d9275f97b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_370.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3700.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..737f0cb040f0a8491ccbdd05dd2adf840e4d6329 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3700.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3701.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e800d5d309b6335b16914d7d9e3f68703889bbe1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3701.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3704.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30d4694f126f7178514179d55187c9e001e69102 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3704.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3705.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3220d794220d25f06c27f8a7d75fe6e6df37d1f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3705.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3706.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9d49223b4ff2ad1fff8dea8f2c5ab69d21a1a35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3706.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3707.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a77fe23f777c161d37db09b36d1c31c9d0b4407a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3707.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3708.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4d0a743849126ffd8e681d6029d2ccea2754f22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3708.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3709.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6360dd346f893365b9760120ec678c955e893f02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3709.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3710.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da9a06f16e8bd6d1348f93d088ca35fe2d2e79d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3710.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3711.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d0603629a4a1e7fe6501311981dbd749cb31af7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3711.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3712.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..627e6d43e6079f7da6b39496354aa32c8cd9e894 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3712.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3713.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae0c99f273be91dccc063fff28ac6786a91dca89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3713.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3714.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8ee6875cde321b9a89b8d4e97d67792600d4754 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3714.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3715.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22f037ea401df6290204daf1d32e02d04f4fb233 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3715.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3717.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d4358e44f674788198ec027f4d55e7d808c1e1c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3718.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..754917a4b99763c1f32f38ed8d08c81bd3135940 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3718.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3719.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f6874635092636706540b390bac20c232ed29fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_372.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d667c306e706e1e93f71257e76ffec0a86f72205 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_372.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3720.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d579af5c389d77a5d36bd0ce7ee360c4acc721df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3722.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8959492305be198306ce0b7fbaaf1862b1fff62f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3722.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3723.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb036f19f41b2cf093bdb020db7963175c27bb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3724.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d90c28166605507786389c76520d8e56b01b6cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3724.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3725.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06de208a41d3c3cdac184f97b7fe2eb49e25d70b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3725.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3726.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84489a72548094ae308faf99c30dc615de23d38f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3726.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3727.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e54251918a29f5623a405be1effdd41371960ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3727.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3728.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88e22932b9a94cbee3c9b85fc8beb6d328c4bfb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3728.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3729.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c354c99139982b2560562cca69f5fdb0e8287eea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3729.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3731.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d91f12bcdd83585c910e614c104d6076227b257 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3731.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3732.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b3ad73c5ec91de8d5a1ea8251a3b78a342b0961 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3732.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3733.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..446b7c76d42ea1edf8657036aa047918d20c0490 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3733.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3734.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7373a0374fc3d54e3822c52cfef44131deb744ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3734.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3735.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f668855ce6b4445d7d86f50dba1833c6e97f687 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3735.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3736.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50f88de507049592d2eb84d7b1ea5cb89d149039 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3736.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3737.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..189d32301f4526ad01c7c2b3de0f9e1f3fe3000f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3737.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3738.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f071ee07f84bce0cd4dbd164834a4b87b1395a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3738.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_374.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12aba83ef35ea486c82daa8d534f0db495f893b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3740.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..344d7f397233f567e52b746eac8c2a5150ce831b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3740.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3741.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5101bcac593748872c1008f28e4ef18eda29e30 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3741.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3744.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..814997339a36be9437d6947df04a2a4528605bfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3744.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3746.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..419c286e463449e5f5eaa9e7596aa20831fd6e48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3746.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3747.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18a7571cb42e871a1970b9ab2ef581467da2fc19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3747.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3748.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74b46f1bde982ca3b8861e9990b41a85b2927f11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3748.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3749.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adfecafee05c030cf518fb6ab21c9d99de0c9432 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3749.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3751.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b6a6ffb781ea2a806261c022eba552c07e51d5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3751.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3752.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d19b4d98ae687e6f6a251fcec994b99e39ab721 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3752.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3753.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c561917d79ca1b06d901eb514745c8a8ff105312 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3753.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3755.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7b30c62c3e9bdadbb2fa69475159b9f7896293e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3755.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3756.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a2537d34cb303665d5f3d104be248f96716d76b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3756.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3758.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7fdb4d364ad9309c2684716545b39f47a0b23d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3758.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3759.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2fbf2dd629ee980bb3460388d4d9149bcfa6ec3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3759.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_376.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ae4039baa5392603b4beea20c661bdcd68e1182 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_376.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3760.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8682db99136a03d39a9e324ecb43b930422b7468 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3760.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3761.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bee9e43f705da9589f85526914ec750ce7306fee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3761.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3762.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..475f92ec32cb4dde3eb3f2519d688abd43f5d685 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3762.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3763.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14d03bb66cbc3afae496deb149504910ccfce986 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3763.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3764.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..176711104fa72997742438a20672cede51a828cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3764.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3765.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3c028b527c26e5699b0b637680167f56a999c88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3765.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3767.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c972e1d4d16360caebceedc2d8c89f74c00fd35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3767.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3768.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da32ca41aa621913a4fbdcd8fa44e02b5a53b0c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3768.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3769.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3e430ecc9e3857be6fa1dfa3e56bbe0d024623a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3769.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3770.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a2a26f57fd791ce0925585fe5e7393850ec6508 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3770.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3771.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d744ecb4aa4e698ef4fb547fe28ee966cdfac73a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3772.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e6f1b0fff076fc7c48097fc880b76bcd6ef320a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3772.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3773.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9eabfbf0e98cc78277705a32b82183f19f6e8f01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3773.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3774.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da2dc8592d395b040fbca3b93476b30546abc364 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3774.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3775.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..846f62b824c161394473262529be6688ed3f1bd9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3775.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3776.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..317b67a45cbaf81d8036e679c1b0790a19fba3e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3776.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3777.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c45bec6582aa907332831737965fb60f7a961eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3777.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3778.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5c0d1a99c71139b7a7c32d6572f18892ff462b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3778.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3779.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d91fb05192fe842f9e2ffdf2efee0989f7608e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3779.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3780.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90ec48db767d5dc2765e1f0bbb0d6f19962816b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3780.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3782.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aacb75bad7df734b7effa4cb4c70eddf055506d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3782.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3783.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36296440d3a570c5458f0ef2768c332ef0e41398 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3783.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3786.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56c21a69500ce75296827e5419ab31c3674f4cd3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3786.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3787.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cabe4f299742850edac4d8b73c6182251012435 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3787.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3789.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac1cb3cfdb5e12b7eb6316b3742ec589d1d666c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3789.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_379.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f2dad0ae7c4f5a8a00a14e5337669fcd4bebc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_379.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3790.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20dd112c38424eb0466987942fc310a35d7ec5df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3790.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3791.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baa0a89d06d0b26f486dcb598e7617e7019b47cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3791.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3792.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bcef588850f773607ee790ba1b621f8664a13a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3792.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3793.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c2efc1247b3b78dd156ed34840bf21b296ef6d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3793.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3794.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c78a038be8cca8a5f88928825f065542595af4fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3794.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3795.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..612303b59b8fa010a71b166aaff3f0a57abc987e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3795.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3797.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f82243e20e7b1ccd272b3795e52ef08b503289c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3797.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3798.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f6c10455d39be24283ed4ab8af63d2cb2de349d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3798.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3799.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..297b494c883143cf14d6a48407b7503302e2c037 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3799.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_38.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_38.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38a6ee0a58fda4e1c190235612e49aae3f2d596f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_38.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_380.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ad5c364c3b9b12fa981c5c585c8c4e410867276 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3801.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7029e0f9955b39aca85f04ba646d7bd27c6e77f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3801.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3802.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61176111ad9b4d17655362441d6631963e605a44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3802.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3803.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b459f3db26c83ee1e16ea5ad8f90820667e6f424 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3803.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3806.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3fb8cf6d6e8b7eb7548983c0a56b06dc93b1566 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3806.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3807.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa1e5e5ea6d0936ac13d1c93a22cca3235866d4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3807.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3808.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..196efd5be9e338888a4ddbd04a2d102cb565ed67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3808.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3809.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45e81c93e234ec2e25f94a5b894613ec3876a580 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_381.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..203920898a8db228a691ccccf44445c992467e3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_381.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3811.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efc70039f0ed87d56c0a724b6e701a83d15d6b5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3811.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3812.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c049d4804a4d9d0b5ccc9f9a9ed6609175b399b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3812.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3814.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ecdb44cf4723d01c6f2834f8868343154c1b272 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3814.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3815.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d8c74cc1196fda6edc60caadcfe6262a94ae929 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3815.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3818.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab5bfe97e2812653ab85dff11f69c99d60833d20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_382.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c82bbd58a0c5a6f4a3ab18b93e2cd1c22c3b125 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_382.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3820.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f79f44c06d5722ce8ccd266e5727350895e34c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3820.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3821.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28bcf05bbaefe65f19259e17062dcdd1530651c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3821.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3822.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aca460189edbfd6a0d0f6889cc19d84180e9fea9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3822.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3823.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59cbc7ecb8f6926c04a998fa0815db4ae833846c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3823.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3824.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34f2f4ab33b292b6e9990a8f1e29d30578f96725 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3824.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3825.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbe7a2af9ba3855b6b0160fcb66668bad300e706 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3825.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3826.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe488f33592b29ff802280d2ac1883f528647f89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3826.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3827.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..644b0e08c91908391bb311e273a32bdea0fa4b3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3827.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3829.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..161541f49f955eea3495b1daab0c10ef9d015a0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3829.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_383.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29684d0b670d18390926e0f7f68f225f8a2b7ec0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_383.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3830.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fcc5ccff6361d7b5c918d38d5275e57cefc5eeb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3830.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3832.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2172a98e5d81a16a2d0dae1f04fd1a85bf3fff5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3833.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7312261ae0b1dd35425fb7cb76977f00f0447cc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3833.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3834.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..857da32d63a518dfd949d77947bce09bb24fa82b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3834.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3836.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2397440d2999a98726e018e5d67a3cdb8f3fd15b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3836.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3839.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58907d43bdd42d14f83ba7e46a7e01554519f1fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3839.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_384.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..541ff670dff747c6aedf5e7d1dd6352a19bb399c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_384.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3842.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c2d212947fbd0be2a16b13ab32ad6eb0d43409e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3842.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3843.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47792c85a7e7478a035b533d326c25070b4908af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3843.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3845.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9d6754d666cc9348a26b23592fffb1b406f007f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3845.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3846.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fd190e015cc92f90383f24d8451c8d4c6d4f604 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3846.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3848.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd7738ddf95f7196b86dbd043188b13a0e3b1f4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3848.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3849.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be70b9cebc6f3d826b97b25dfa2d4c11eb24d5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3849.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_385.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d946e31f9d27988e4aeabeebc960cd2ba524ecf9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3851.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b41827325149038d0cce10b01e89b8949a8eb41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3851.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3853.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..056db5c859ed26c06cc23c7773cfc42af1d1adfa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3853.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3855.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..723b1d3ee0545f1657bebe79bd85a29916623da6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3855.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3856.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04834a46ccd760019e21cb88b4d9cf9b85ba6e8f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3856.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3857.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c510559e8dd36b35de7ce6c764501f5348f04c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3857.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3858.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec94d4f9bfce4019bcb14aa6b810bbfef666a255 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3858.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3859.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34f19a74999d285269bdad822e222e92740ec45f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3859.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3860.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e5a4cae60ffa2abb7cd7663e5446adabecebd77 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3860.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3861.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb50e56f0735cfc9d14de5bcc8803e4784b5702a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3861.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3862.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c1d254f20283d06e40360eaca7da024760d1be7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3862.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3863.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87f282a0a5ad2b7ac85514e7ef4f2524845b1b53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3863.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3865.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f5898e097329d888a73e855ece543f3d5f5119b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3865.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3866.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f73cfc7f101407536a7704ff7e249d8f0050afc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3866.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3867.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c935e9c8a23995c8ede3479992f822092227c345 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3867.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3868.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfa6263d95357edfc129c0c0b50c6d4590c305b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3869.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04c76ab3674af4912290969bc111c9ee5b947ee9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3869.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_387.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ab9cc47058d750612256ed88e67357e7878aa97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_387.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3870.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66890e30f4533c54c9da6f49e2aba47f1170f9fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3870.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3872.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3c8d9cbb6fc1c7e2a467fb58d7374254be5f842 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3873.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5a06c8442c4e84c886a05ae1352c2b22f35e672 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3873.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3874.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96bfb7fcc886e5298cf68a210951939e1d39587f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3874.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3875.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc9cd2c1bf7116b1a8267009138219c48a780641 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3875.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3876.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..765a7cefdfb8bb522f3d994b87c7e5edf641fa46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3876.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3877.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75d9e986a3c6eadafa72673f4a41789a15a57eec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3877.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3878.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c2264d6cb4c3ed6d2060c1084a5048c50716f86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3878.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3879.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89dff04fbef785deef1300706833eadc2a675f74 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3879.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_388.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3ec76f11648c1342c3f22456e846bbd6174e0ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3882.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f544de49c1d1dcd1c17599b2979f7b04e7d05bf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3882.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3883.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0823ac95e7679c6b199f41d0a942291fbcf77127 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3883.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3884.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cac7012ffc22c142b7f1ebdb0cd5263ff18d3301 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3884.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3885.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..124ac455d805f9af4aa2dd32d032a0517cdfbf72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3885.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3888.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea0a07a211ca4f0a314132a301a839ba2d03a96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3888.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_389.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0356c5a4dc272c6ff8d11b38db601f6f712da775 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3890.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ad19b9d7707358ae896b47568b717f16e3117f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3890.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3891.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ac6ba1ad0281485cb1670d52368fdf83484e47d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3891.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3892.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab4652014edcc79b3a89be4075d82c9b04b1b569 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3892.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3894.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d000bad39ef33c32d0827d39ecc1a7a59b0affe7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3894.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3895.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b5492253ed6f6b50f5b6503f7ef2ddb526767c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3895.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3897.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a25af8d4a5f0b60c19de678c6f7faf6835114b3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3897.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3898.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28a531bd56ed7d670dca362bfe962bceaffdca91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3898.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3899.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecae421132fc1eb94d51392cb43cb494ffcd4e06 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3899.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_39.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_39.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7ffff9e81033a89458425d3c50ff973068680b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_39.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_390.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32e58740df6cf00b94aad6ff04b3c6710673b971 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_390.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3901.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea8ecd7ad39f94a0cc58504d162890115bf64d02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3901.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3902.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68365fe168330cf2efa87d0dad8f69b7159e92cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3902.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3903.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cd6f1349fe03a8c8780d429c33b731d7590298f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3903.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3904.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3880463d8fc000dcc2a0db49269e30b7acbe1f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3904.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3905.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1e22b40dda43243afaf30192a9d64b2cc4b5ca0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3905.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3906.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..220f1f222f145e01aac6e61d12613f58a6c74d62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3906.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3908.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce247614b8d847cc184fcc1eb48cd43fad2db46c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3908.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3909.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f99560bc1a39bd05e2deabf0c7f2993ed09ee3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3909.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3910.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4785f730f191ed9a844df5f54b1d563413e782fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3910.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3911.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..057fd03911f94d56f699d8aadbdf30c522c66272 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3911.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3912.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3e2a9121fffd5737fbe6f9b7f2808718dda0c4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3912.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3914.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dba7808a55ea046235fbc3182f85d9e6e4e5fd6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3914.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3915.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e7164dabbaf84d0b7dccad4092aaee65fc467f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3915.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3916.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e23ade08fa65367c2d9e5382f0eadbb6bc21f01c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3916.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3917.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdfbd33e73a8481cf74715a715b60a063926a456 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3917.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3918.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b38d2f2e7eb4481acec94ce97039692c6441ce95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3918.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3919.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4f285584f6042988f5c5b27e420ad92a2eaf335 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3919.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_392.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3869debcefa09d59c8ab0a88d4377ebeedc2f4e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_392.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3920.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4de209eadb680699fe0d83b713f9ee7e322a9540 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3920.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3921.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5d4e0512ae1869c582d8b51f0ea763773e16d61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3921.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3922.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b773b68eb1c96e98f10db333f56383cc8d5b2bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3922.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3923.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2c311135d5cda509126a9224db1ea2ccada1ff7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3924.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba67428f70e0a2eb7dc6dd02376030914c45dbcf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3924.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3926.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5512a98a211b1abb61bfd84c7592e47eda0e244 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3926.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3928.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbe537814f8d1d71233b35c8c69b1f439ba7e30e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3928.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3929.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6628f48fda97213b777ac9258a81d84d3c69a4a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3929.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3930.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55cb9fb4def42cba82c77e952c27dacd60cd59ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3930.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3931.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dfc7fd2bc8e2cb6501e62bf0a8c7200f1456dee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3931.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3932.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c71e8b24ec538b16279db811c8f4e9f0bcc9881 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3932.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3933.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98a6d7f00804194ff0d9ec2f70610696e1871cbd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3933.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3934.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3be34563843c2db4167c747151170fdf6daa4267 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3934.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3935.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81f209252f4400518e2d0f62c0d7f440fd76fded Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3937.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e65e6327e4b1c2ee394d37ad00bfa190b13bb75d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3937.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3938.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89e0b9324ea4a40e79ef477d0de7b579feaeec8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3938.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3939.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc979c1367a8ffdb09fa0c047c817f05f60f1739 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3939.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_394.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06e48dd08ce4ffc279efe7808a51e961353c1d41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_394.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3940.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad22b861b252bb7a258763c103f2e50158d27225 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3940.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3941.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..374afc3b31215e54e321a6d71767bd5ceafe815f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3941.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3943.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f17c7f8657bbf204859d43d79441f635e3410d8b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3943.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3945.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..256fd731448a51581868c2c682ec2e417dc5cb83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3945.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3946.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..021a10a987e1dffdca72810dbac06b9b69bb142e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3946.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3948.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c506a3dc8196665ed2204b69a7510aa94048fd26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3948.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3949.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff7760f4517d32ae763626549f228991e52ed74c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3949.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3950.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c56822dbab68f0d19d4aafade93e718c9ecb849f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3950.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3951.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b692e284bfd480143944abc9da544c8267592b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3951.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3955.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce7eb46eacbf90dfdaeaa77a60bbe6a35c7a4d08 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3955.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3956.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96df22fd76a372706b9b2b7b3e12358a41e1f0e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3956.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3957.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e752796824805a9cc178e69a26b2cdfc20c93d2c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3957.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3961.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..050b448d5a5da781089da865c441a2c9d360db31 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3961.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3962.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a71214fab7594a21eddcfd9b3453e2fca4daed9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3962.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3963.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..326d642f361ca98ec1b7b6e0845ecca9bc64735f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3963.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3964.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..358235f9f34f95c95cde2704865ffdd8de778b29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3964.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3966.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66d1a1f28ac57862fb378f8a33ad0a4a3799bbb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3966.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3967.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3ce04c80e99eae0f0de1408685c21d2fdca7dea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3967.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3968.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..255763a7e2f95f7eb873cb423c10d978e8db9d17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3968.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3969.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07a7a93158f382b5fe0c51854b66892fe817fc34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3969.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_397.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a10e0294df455ab91660a57eb71e68dbc98d3599 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_397.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3971.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..041acea45b42c808df05cff621c6da09cd761c68 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3971.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3973.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f519ba214ad0b55ee95910278acbfe60838a68e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3973.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3974.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cc174af4ad329e2b1726c9f1568c4497a21e462 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3974.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3977.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b387c825288fcf4b506838f28ee0b4fe7e738ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3977.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3978.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6da6459e26bd342892b1975086a70608f1434ea7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3978.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3979.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..107c8280c2de8abeb79596b0ac3d586df6d9a075 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_398.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b33b4492b26a1d4af1eff5fec54aaad7389cf2c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_398.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3980.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2965c4e59ff6f73c3378a5e9a46a2d93238a5ae6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3980.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3981.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5657f6cd7e4ef443a095d07706f5a2b97472fdec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3981.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3982.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87f7a7fd3ce7445343ed0dd5880e389a9da21619 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3982.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3983.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0ae7d10c7ed2937e0755c7fb2bfb917f7bb5470 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3983.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3984.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e8184cec2fcaa7972152c5d449b583735331fe0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3985.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87ec1d8cfa99a8cb2b367456d520f7cf9d03e089 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3985.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3986.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e1e072257e25c4a0e571b47d969a909756de44d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3986.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3987.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4bc1f116b8447d1758b641fd36f74bd6879cd47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3987.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3988.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be8fdb69cb6fb0e601e4834ea9181b0fd2a4bb41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3988.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3989.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..182c04d1618830c408fcf770f198ea8ddc4871a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3989.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3990.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..284a44ee55a699dff8768e8ac19d3c13c7be64ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3990.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3991.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6e78c86da84c8bd3cbc12d46bc37516409eaaac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3991.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3992.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d825eda0647db3e92ee5afdc87cd84544a311fc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3992.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3993.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ac78c940e7c90ce755863f1efbb47f53b8b8619 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3993.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3994.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98558ab277869a5b84fa4aa924c888b651c54868 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3994.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_3998.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_3998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b634179ce6661e580ebc5dac6d3bcf12d51984b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_3998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_40.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_40.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e3c4f78bb9f66506fa2c8b944ea101a0ca3616f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_40.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_400.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3494127a833d22a8fd0e823340654344b8bfb42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_400.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4000.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86b7ee8f79de69233072c23228a2121b15576748 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4000.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4001.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdc2fec21751db7d006ca91c1c7c53a3a80d6286 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4001.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4004.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f39bcd8156e846a9e3ed088cab0aa1d25a00215e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4004.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4005.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..021baed751313064b828558f74246b21cdda77f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4005.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4006.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe33714690f0e72ea8284c5949e1c18127445205 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4006.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4007.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb9e63717c2bab8deb8798a5ec2ddc52cb6f2fd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4007.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4008.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad2e46bdbeafd4a752d471a35e0c0e9c70e2605a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4008.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4009.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c9c2b975aeec41906eeabaaa8bc26e1938f7495 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4009.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_401.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..504e439c226cdd28f7273c671c5defc209611f94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4010.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfc8ea401e4e4e4a6c26d243dd365a04e6e936b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4010.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4011.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f0b6cd9fc3f9ba70c3160114873d59c735ed881 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4011.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4012.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aac366b04556d1d479d7e0997adcac642f8ec304 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4012.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4014.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c8dcd11c3afbf2e9126164ed7678dc07ac3b21c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4014.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4015.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47bc115505e0f16b5b28f6f1616d85ddaf48f145 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4015.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4016.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aca807021c4df39983a2d83f2986bbd495770f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4018.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a52c75cf3cec8d26944bdfe0dca6d516797a40a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4018.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4019.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff479cdb48521e462b18ca2e5498bd7f78a9a031 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4019.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_402.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7ccfea33f21ff5b0b2907766774e5b9e892df91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4020.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46abbae624214ce3eeadac18167213f5b1bd1d89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4020.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4021.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..435cc368f60ef15b6a7330c7dda4cfd90fc193bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4021.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4022.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a1ff64a3653d4ffbf5bdc0f49dc85d4aad74f46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4022.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4024.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b6f83b5395ef36b05463876036e1de3ee9fbf48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4024.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4026.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66f4a1a1cb679325025344700b783a39cc3c16e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4026.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4027.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdffcc4a349c13371460d4a07c9978973d6482b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4027.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4028.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..507c2fe7bbd7289f99ff8107d686071b1a84f10a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4028.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4031.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ccbf912f54bcf7c8201f352ac6316630d61b678 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4033.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81608f43b184a6e66e138a971a946ec9e17546b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4033.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4034.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3a7db76c17414233f7eae2ab319b47bd877deac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4034.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4035.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11121493744c9c3b18e6b2c1b9ee1b7c476b50d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4035.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4036.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a78f9ecc5af5088bf0693b23acc4a9a9ba21f1e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4036.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4037.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f367c2b2132700213148d6181c4bfd331760a1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4037.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4038.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9984b723730bcba027550d5152f9402d6b8822a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4038.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4039.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e6ac6737e8ed72851848780d4f8e22307ace768 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4039.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_404.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff8750841154b53deb2e7aa041569772887f01b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4040.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28f68ec4789051827858a5d6a10d62db98d21cd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4040.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4041.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1acc37080e799ebcc3a1c3d46cc6b06658dc80c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4041.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4042.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d8b4a691e89ad5c4c4cfa90f2a6dcc7a9a674f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4042.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4043.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04e26e741c28e59a86bbee78fbd974bb303a9016 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4043.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4044.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69aeb9aff2c961e7cd28274af5679bc14af85636 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4044.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4046.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb85b292c893e4d3cc078a612ecae71fbb6cfc42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4046.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4047.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48ca0b3474fc0954d68f3715cdaa9d9bc5202b9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4047.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4048.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a366b0293cbb77f2a40ffbd34475f068e09a9752 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4048.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_405.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9521c8ac2406ed973464dd597c97ea5c0bbc1001 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4050.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..437f51c103dc5701bb5f296982530d40b4277c41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4050.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4051.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8442d58f568434216313739c62de4685a37d1ba2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4051.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4052.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9596e39c1bbed968cdc3487cc4e3f8233271b73f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4052.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4053.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e3dd5450f039c5946cbc56a659093d3c3361af5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4053.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4054.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b1b3bdc907691fb4780b26d9fdbb05d84d9c073 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4054.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4055.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98b379e56a0e2bd5fe3915bd72cdb8fb8d3f5293 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4055.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4057.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a20b53954905dae655e6c6e99c991070a656dcb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4057.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4058.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50cccff0437fbd53f4735524a061e2666cf0e2b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4059.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..692853d04885ed03fca197ceaf37024db9041a2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4059.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4060.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6db7f6e7a4e3f91b53691ac658ab82431b80ab4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4060.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4061.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edfc5af2ad57bba4709058c9d8bc38c3c023aa4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4061.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4062.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3e077cc576f861888179be7cc9305f57282019c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4062.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4064.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c861cdc6fb5038978ae68948275e266d7b5c4de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4064.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4065.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0b0f7b1cd389b4ad7c0e61e878d7d5438fe4fa4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4065.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4066.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7278f55ff8053cb9e278445d6104117e753011a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4066.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4067.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c8e933d4452980c89e784f9da9743fe02176a3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4067.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4068.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..283f298075256bb89c570139aa1bc02324e3f116 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4068.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4069.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd88e97e40b8e64f0213032e70b089b8989307ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4069.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_407.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b8b5d859b921de762ad4e3cc8528c84824f8cea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_407.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4070.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2f8afd522d3e987e36421449436bb4a50d5deb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4070.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4071.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2352caefeea93b2bc1f89f55842997b7a731263f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4071.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4072.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bc54ed264ce02992d27de9e211a30f48ba120a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4072.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4073.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96877ec630d632c80ca1ac3dcf56957d7871cffa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4073.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4074.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8e44f8a9b2a424d34f4fba14310bf934bfb8c10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4074.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4075.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c694bab94da14e4f9880b18c6089081323df1a62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4075.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4076.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14a096af47949ea3d404864e3becb7f659267f19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4076.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4077.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67dbcb079ce7ddcd571367edd4226b693e01846d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4077.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4078.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75b6a725c6347d261edb3a783652bd96b1ce29de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4078.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4079.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..525c71bb933ecd10e425e5937564700b732dc514 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4079.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4080.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2921747ef1c1f3c751084e1d719e09fa63d19aaf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4080.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4081.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cedecd7eea4c768bc48ae59c57378ca143a4a3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4081.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4082.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80fc2d8b088abfb74e1fb5ee35af0a2d5460537a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4082.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4083.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a056040dbfdb806e3c704dec02964b0859182acb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4084.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edd24d2c5b509eecd58ce1ec7e6798468c8b6a08 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4084.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4086.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..852659a1280bb97d55d803f07140cfff95cf489f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4086.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4087.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9091ef13e1dc239763393c3a5073fb2d24a473f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4087.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4088.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7ec784534ce7a612739146b65320d90aa508862 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4088.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4089.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b998e8e2419cb8496f483ee7bae5c64eb7e757b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4089.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_409.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f770ed893810d51d51caccaa6b7a1818b53f6610 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_409.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4090.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..921076bd82270abf08dd031d52ada0184ec88047 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4090.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4091.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eca27e4284efd82d33f940fb59c4bc2290b8a9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4091.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4092.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0eb2800cb309679b93e1eb865ef224823fb0efb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4092.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4093.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e019ef6f147288c7691ccb09741ed850fc68732 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4094.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a33d57ec3b722ffc20134c9fb6652008c47241f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4094.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4095.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65591e1b29bb2021bc5fcbc24020f39e00f7335 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4095.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4098.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..939e8f186484f524be52f5cd7604e94f31451a0a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4098.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4099.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f59eedac2dd5fc31858d8f1398acf7f21325b913 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4099.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_41.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_41.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e2df50b3834f6fc3ace4bfda3b55f57c9c5aa6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_41.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_410.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a240a1d9749e0df11157756c1e308325f349e1c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_410.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4100.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..847acbeef6b386d13d629fb13829c40dac6566f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4100.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4101.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11e7c2b8d81f2e3056d7ab500562d3745e6e2e58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4101.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4102.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bcd06a77ff22b2da1a66c499facb86388b3b728 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4102.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4103.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffa287a9cd7ed39a00374cf94cc0bdf6aa443b1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4103.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4104.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e4846b91699ced44c63f8c9379ed4e5231ba7bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4106.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86b86c0568fc62fed2b70cc124894393362c2b04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4106.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4109.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52f8a72845da5fa7b21372bbad3d7ceb502b1d1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_411.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eee5f9c6cd2add55f48f446f2ee63ffb2524e538 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_411.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4110.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1bc3db96445ef9a4b1c31c541fcd1d778334d11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4110.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4112.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2c0a9edbab328de0bd24081b1bc653c1308492b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4115.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5113c5d15e25054374adf6512086114eb40ba9a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4115.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4116.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41b0dbfccbcbccb9975e47735efdad7cf4049ffe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4116.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4117.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57cf6b6236948cb117a2057fa2d8923021b3dbcf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4117.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4118.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42cb1e82502c2579ad642865fa2ed8e18640247d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4118.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4119.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f6385b5fd400bd70a900430d71eb7deec2f3e09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4119.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_412.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2e20485145866c613a27ae23091ea3ced806e87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_412.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4120.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a6260d6c4636bc8ae4e83f61c67d618792018d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4121.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41d9ed2dffe00083a7612836711ab459bb237bb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4121.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4124.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43d8ccf761b35bed4c1bee972bb6846f328db2b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4124.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4127.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ebe8738f90725371fc96ca7f23a1a94bd44b94a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4127.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4128.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f2b130eb21f8ddf690c6eb584c1647d5bac3493 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4128.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4129.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c99158f56fd5e65e14dfa3636c73460bd6247895 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_413.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7a30dea083561ca88d104c163d4f15ec7e52a0a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4130.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b5d13f2ce04f83b423a830c8a08c47791f54f28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4131.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29bd9615f05fd50f0275cd7a2e1c49fc765bfa42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4131.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4132.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30b18224bf8bc4c6920a7041da1a3c0f089556b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4132.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4133.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d403cca16ae5b17b5338ca3bf421eb31ab982d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4133.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4134.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ddb2583c769b2d3a335d2dc58d2975c199967f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4136.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e541917ffff127eb31f4f193122cc4d485771d35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4136.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4137.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fb603f2921e9c7d532f8c34e68ad56414322fea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4137.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4138.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4f67a19d9af533ec5eb7772dee92cc38dbd1b64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_414.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cf0330b63316485f61484681d90f1b63eb0d27b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_414.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4140.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce6b19d9f2d3564e0468615d5f88cd2dc7f72d12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4140.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4141.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d123543807c20f686c52291495c735e49a84a433 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4141.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4142.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..796d33b589e1e28f2aec10d5b3002e8dfa1cb4af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4143.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..944e0050c651db3376cef78601f2ef5a70decb6f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4143.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4144.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4158fb1186f99a6416079afff86d8dde5a2bd01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4144.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4145.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..262be56e515dbf478be3bdaa8a44ba3f8960cca9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4145.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4146.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96c2430ed97588cbeffed35d4662937d39af2f39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4146.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4148.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca72e40c79c6a7dcdb7e5655fe339141dd3f4458 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4149.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64e8556f7203daeb8d81a8008e7d6248d3c49435 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_415.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ac331856767deeed115cd82fc4f33fc278a4ea9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_415.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4150.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82c2a7639331ebc917feeffc5b969425229838a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4150.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4151.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4e7b7f14a9c14505d834c25035124614c09be4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4151.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4154.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dfbbbaa92c70b8daa2abf66da9afc016afe8f1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4154.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4155.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76c56d87e99e5a46655f6f5d043860dbd61459e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4155.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4156.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13074f16dbde837febfc4338c0e8df1f21fb11f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4157.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e129583f6da6938e96c992b8ece9eefdf01dcc09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4158.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..185515ab4f1ed0856afd39867a581748952667c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4158.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4159.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fa9913fe5eafff26cf452f535352ed17e3e14c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4159.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4161.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7374b818e7a511e2fe0b1511c8db605f88d79ae5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4161.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4163.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43c61d3fe4484837e3b033e04d4080dfdc2b2937 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4163.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4165.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2acc8d1611fb257312523749f99956a6a6f62ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4165.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4167.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6bc4189344f93b1c2790ca1da737a6448319d28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4167.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4168.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b694f19ab6e4cab76a4aac3045faae1d19260bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4169.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..990ed96a763f1ca930f2e7ea96a8a72dbae928f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4169.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4170.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09e473f9dd3851400ea9b6cbd0631cb52b6ab2f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4171.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea9d88ed52553bedc88e945da184a96c158788ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4171.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4172.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f1fa884f66db65f7401576e84c7444ff59d8f87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4172.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4173.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d964d36ae2421a6a6584aa51ee2fc6da2d8902 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4174.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..889fa46312e03701d54ca5ae3f1a5eb1a0d8b5ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4175.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fecb0feec097de4c9d22d9163ccb6176abde192 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4176.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5e7cf2de0dab653c1dfc3d9ecffa7266725438d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4176.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4177.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3aaa9eda880f2fc602ce54c5e73a570a51d3e942 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4179.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb230443f32aa4b0adb6fce543d8dd79068e019d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4179.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4180.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c96afc5549f9ae53f03e2130ea4f1eee388f0ca3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4180.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4181.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0661868f03a536ed80a76949a27fd3eafa01d3ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4181.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4184.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5c5dc9ecf1a3a0458f204a462144730aecff13e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4184.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4185.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..853c861f57be18c5ef4a8756c05cc78b7b8447f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4185.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4187.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a32be0c5e2694bed44e7a205bf99991169faca9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4187.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4188.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ceaa184930aa5b098330b67a958f5f5fe2a298 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4188.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4189.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eb3e784597da3ced754a33ef7c5fcff8e304c1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4189.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_419.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d23c085841f6c9e09393ede28288429432f0921 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_419.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4190.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f981a7032a768b9ef5edd612a26e9abcbc1f0b1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4190.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4191.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34c8156649a1c8ab5206da39eece6f8d5298dd86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4192.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a98442c4ed5432a8bd9e0d8eb655c377ec301ba2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4192.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4193.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e770646a46cfe09f7ffc406130e5e7f6be317045 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4195.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..693e8fdd0e25968c012c60875fc694db411ace02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4195.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4196.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e799b50c270663ac782f6c00b3d2577d96ff1c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4198.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd73efd6715635af372cd6cc8c60dd9b20a40e5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4198.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4199.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e37a6fd1498a8f17aa89ac65e5c0edd72c52549 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4199.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_42.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_42.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90851c33b690aff5fbecb23b22cfc6edf031e556 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_42.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_420.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a15a09e953730b36e1c2ec71fffc0fa9074b4d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4200.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..604caebe5bf85f1e3c14967fff3f4dba1bf0dc8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4201.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6003bdd605e6d2d869ebf71a9433424109a2a4b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4201.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4202.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..603481a6db5a4f09e7c678bd59ab221a870bf731 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4203.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e4df88ab6add57afa445afd7d55c3cfef053b05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4203.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4204.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e164767da67b2c7d0c899bf07df4cc06414644cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4204.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4206.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f30bb8c8f85e49253e88b41b1bd91fb407496a32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4206.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4207.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8e9225ae23975f1f8d7da185bd7f0e901e756ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4207.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4209.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f60ced49a378d4b519a14c486f0297a299f64443 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_421.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c9c6f1ea3bb13b7f626f1177cee99f0fed0e274 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_421.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4210.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d623cccd95cae69b3f96ba6714edd8c8137ba106 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4210.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4212.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d65bfb81f75c65255381e87fdeacde936116ff8b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4212.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4213.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cfe6053a4096ee9e69760492ed96ecb9ae5c811 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4213.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4214.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dc69e665827f11c08c70c379580df9d14561a6a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4215.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f75a9266fb93c82eff4e23f874c145f133bbaca3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4215.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4216.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d60d60c458d0c954770734e37cba30efa724ccaa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4217.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..413437c2f24196f32c2a269b23e6aef5ab4becf0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4217.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4218.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b48a6f62fe64d8a648f3e99f17cc182ced0ad92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4218.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4219.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4b51a30c24db7e0b7a3e0e30e0376ef7fce8718 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_422.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd208b205ca1ac496f1e01dd4c2145245d25d31c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_422.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4220.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59342b5deee8a7b75c9bc4bc87f72b9739ebecfc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4220.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4221.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de52dd9d4b1731b926689a9348b40d9e814b108d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4221.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4222.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..809d0742ebc0a1f9139e47e39646e351737ed60f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4222.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4223.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe6c13cdee1a63e2b3f2c23a7b0df84e23c85896 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4223.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4224.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d36c9409b183e371db59e766a5b67ccafde9a298 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4224.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4226.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..631580abb1769624ebec53948ed0509378236cc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4227.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdaec7034c7a098fc40e6e3d6fccb9abf26f7004 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4227.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4228.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..697e74b98bc4c975bf79d33dd75deec36696dacf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4228.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_423.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62d655e821499e89fef15fcd956f32a8bbf5dd40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_423.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4231.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bb1fc70b22fa04c647bd6b6cbdc7bc69283f90f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4232.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..330cf51b1c7dab61341936d2aec059a9754df168 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4233.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..352a1810ed829754cd6000c1135902d06bf7d8dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4233.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4234.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9877836409e6f61131350e14f3a5a1a7e59daffc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4236.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6945520209c6aa9126e34b2e69d0f9b23afc280c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4236.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4237.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a464c245b7ebe9dbc05dc3b2123a2314472dbcc8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4237.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4238.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a14f0f2036f56d114d9bbc7b36f3b890eb5161c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4238.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4239.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cf7e56f66ae5c8e544534601ee6ca0d97597ad5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4239.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_424.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf8adba7e642ae6109f12cebfb0d68203cbc497 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_424.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4240.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..becff19dc8fefd8e3e93169a7e8f811a45d2d4a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4240.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4241.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12b7bc16a04ed5d19577c1d430f9aeb4e60834a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4241.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4242.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55a67acfde91866b6d9f49ed484d3078a22f085f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4242.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4243.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebc85f14a360aa2f51fb79a8f7026a6c4d9eacaa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4243.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4244.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c858c4f363cd9d4bee3f0b95ad4292590265981e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4244.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4245.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f28eec3d98105f04cc83944a1644dba72d76fab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4245.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4246.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a829f2d62e0a501dad1e58502f7c17412f7e8c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4247.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a66b404865664eb1922c323935563e014cace4a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4247.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4248.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e14e39145bf5821c261bae902923e0de5b7bb536 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4248.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4249.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76058df66eb77c370366de59229c9fa4a691665e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4249.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_425.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..761f7d6ebef109181866c982d41ffb6cfe2b8048 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4250.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a44cd58eab8145503f91c139f47bb129550fb98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4251.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd773b62c069a63ff67df3de97e60f57659af72a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4253.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cddeb0a00863c06304a61be7b9a8848bac9dc43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4253.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4254.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..993e9e60f3cb6c040b13ab7eae10a6d9fd70d037 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4255.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..517d050fb49558a1e06688ba25dd38205798a840 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4255.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4256.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f0ebd401aa3089953111be7335d7797a052fdfe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4258.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f6e3d715f971945d87fb4d637728aac8af044c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4258.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_426.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa8b1d8682e48e87317c9005a361460f1231063d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4261.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee815f9891418864da7752bba244179d4dd274b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4261.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4262.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3227ca3f920f576c68f783f0ec63a89c84a65e1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4262.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4263.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30351b0814027e459c1c8b12977b8dd31ad073a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4263.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4264.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4670497c8a7afecac137fd4229b4c76dd2718ac6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4264.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4266.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a57dbf3cc291f3004d36e804d7d9cf9a2e45512 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4267.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d66718084b6be37ba60adbd5377f642b3577146e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4267.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4268.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d535e81cd5af2552515edc185096c9ec01fc3130 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4268.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4269.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40db1e538d042710e7bbe5e50e7a0f4bbcffd65d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4269.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_427.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d796c71e62a1634ec4034d7c8966e39d064ca9ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4270.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b59f43060786f6b06e6caa0800545bb35311a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4270.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4271.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e254baabc239f05d145ccc8f9f0c88b5aa447db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4271.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4272.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1f96bead5fed58b08bbbc8c10c2e8c614c81526 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4272.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4273.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24d54625d5b19afe433f98a4315b7e94872232c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4274.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42ed66ae8a87d6c163085e170f54fb366fd78596 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4274.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4275.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ef05be7c27fdcd8c4c10d4b77eb661dba5a329a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4275.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4276.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6364e016c0347372a92d9d6dd11f845fb7583a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4276.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4277.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ae9edaf54a75dffa3e4ca289cf8a7724bebc1b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4277.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4278.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35ac7a28222d42e98373ef6936d41f1335cf6f59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4278.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4279.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53b3108eda25d089b57f95ac5651c71c951760cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4279.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4280.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d7bffa588fd250a8d4a5d3dcae0d4ff7c2a467 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4280.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4281.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8aa0c7610e65a9e07dc483626aa9bf07614b8931 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4281.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4282.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..056d00a9916242486ccf986add021f6c7350846b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4282.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4284.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48b6e77e0c947bcf739990fb37758ceafb9805c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4285.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe51e9375b85771918c107710d2dc0107cb7675b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4285.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4286.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e24408c2e2e7972ba371919d1396ccea42b9666a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4286.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4287.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6ece74ac2a73034f31393debf2ca08119f84d4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4287.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4288.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a1775b9ed7dc798266c987085d1caf5554f5ae1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4288.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4289.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd1e0d6913a24a644c60fad419b4eb894c3db89f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4289.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4290.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..738fbf389533caad38e2dfcadad1560f51b7a346 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4290.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4291.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd3bf1ff75ea4f827d8c3cf31f05b902af6117aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4291.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4293.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad5689d8e248126a90ddfc7ff8d0a4bca1963195 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4293.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4294.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51791427dfd99c5d27b07257fe54d58d17e61276 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4294.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4296.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd2a6da2345f05a8efe66c877a83c43a7cfd58dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4298.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..158e42486c37af282c2fbea63ab1235939a4272a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4298.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4299.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3016f10390a1ac6d9aee94619e953580dedd51dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4299.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_43.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_43.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e79c46ba9de1998b6650de6db88ab7c7987edad1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_43.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_430.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..332be5b2f25071d96fe093eeefe514040c7f1176 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4300.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1aeceb0c4ee60cebbc5dd675eda3d5cb83194131 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4300.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4301.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3397a86869737490cb7d2affb768d0ac2ae43939 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4301.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4302.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66fc55ad332944ef4aaba7a7f7375a56d0ba0371 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4302.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4303.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67d55ec23be51837b6cd41e0e4bfc5d8e0c6e1a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4303.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4304.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00195a73ff47084548267762f63e8900ef6f0265 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4304.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4305.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c3579775de053e7ea61177d70c896bf4c8be49b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4305.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4307.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b611819e762dde0e4d88952ebba2c7e9a6cc4eff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4307.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4308.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e785dda40a043e52afb8bd583ac725933065ba9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4308.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4309.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d9c674c7747ab3f95e74eff9cd4195e995a3c72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4309.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_431.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54036f7fac6cc499151d4a0dec94196822131869 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_431.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4310.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a39774978a8e97ad88e44a0a260e320cf6c82f98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4311.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d2231a657b426a0fb0c637749609c7aa304bb27 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4312.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e8bde6d98b4f2c73e6242943082360fb7a6524c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4312.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4313.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c6cdfae1361aa80ae9930f57eb86b00e9e62fdb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4313.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4314.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ada0f314a5c439ee5652a4010d464514ec77d8aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4314.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4316.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..579fc90f53084bc4e916c31ed10ddd2dfe21cc6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4316.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4317.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca705d8694b035d178b6f863d9882d3be2f55f2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4317.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4319.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..339b3565970514f4ee1356e2a7329e51c798f1fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4319.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4320.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42bb57c82a20aa821a604b1575f9474bea85984 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4320.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4321.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c64420066bd601b59048aaceff892facdda2486e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4321.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4324.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..707e7e2fd50d7ab4364cab0d407c1d2fa9af7609 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4324.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4325.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9aecb0a746af6b66ca305165c88e27d80e3402c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4325.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4326.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f312bf00ff4206606a67c871991113173f22992 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4326.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4327.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..674eaf1aac87f5d9ce62cac921843a5a968b9fb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4327.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4328.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f94ba285b52042eff08e3091e66f747bfd25381 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4328.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4329.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc0ed9c16fdbaf3ccb4f44187476e5c3f7b22dd6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_433.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0f22fa67bffdadb5b6feffaf9f013a0615ac337 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4330.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1acba57a03b06a93d20636d828a27e58e92bd66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4330.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4331.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4589dba41e5f99cf44483a4841d248de99fc200 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4332.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..effc5ef978aaa09192af8122c1f90c5ef3f7fe07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4332.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4333.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c125b93b96e925dc20ea831abf8c17edb9c84a00 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4333.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4334.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15179b716c44af7759a730cfa70575c9553dcc1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4334.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4335.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bf8f876cfa0349c83a820e9b57f0f4152547cb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4336.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..616248143d39efa5b72081a571e693412434d605 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4336.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4338.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abffbc8cf82d686e049138c3d6b99649e4586310 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4338.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4339.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baefba0be8eb34635e2ce681773169ee6634c61b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4339.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4340.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fa34808364822672e24888e754209855cc34a8d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4342.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f0a5a026d74ce53e6e344dafdf2c2327f176cca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4342.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4344.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b343f4f724e1d58bafc4fc24ea1b08ba217bed85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4345.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3263c29963670a68063e250f4087aaba90705c1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4345.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4347.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da9d1e257c0562041f981454cb155d8a4c76149e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4347.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4348.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2a7a1c77cfbf6237b303a7e46d0e897b3ee0727 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4348.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4349.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f47f38ac6be76110cb8dc4e8f2831fcd4b25f6b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4349.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_435.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff7ca235ea97b031e1ff60ebc02086d47e83f9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4350.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..730f2504a40ec5ba73461d815f7e32e212dc4838 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4350.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4351.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a1623f6c5156e28e3c8ad66b0eff8d1a8723b4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4351.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4352.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a192a0fe11b3acbbebea8a75a247b11483cd57a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4352.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4353.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c76e59843634d2b70c9c45410f057cb4f7a8f0ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4353.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4354.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3db1f9608b6204f436675fefc7ad36c81d306e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4354.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4355.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2106cf743c8b99d851557f73d0ed1b440bae588 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4356.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..731a2de20e3d65393279faf0b11e41c54ea58838 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4356.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4357.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5ff17c20eaa0b592319b56f75c2f1616b754c45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4358.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a11f01a12177ca812c9c8e9d9121ca9c158f7c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4358.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4359.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..053e548f153f30f90b5244dcce834e69643b718d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_436.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a48eed8d3ff069849a7f55226675b954357bc5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_436.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4360.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48791c6107ce6834e50a3160987726a81d3e6d37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4360.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4361.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e0947e94c756d60c41251c073e580bfd61999ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4361.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4362.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48128afca9239af36b440d422bf5239f729ed546 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4363.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cd8dcdcfa684feb4f1334c2a7288e784fe7e8a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4365.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8d638f3b71c3652c38ab03c25e43e3da9080c7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4365.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4366.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ff0d2664f18f2925734443a897345fed2ea0cb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4366.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4367.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ead56b9be1eb47a0728b5df58fa0cddc7acd6b43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4367.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4369.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6edb17d2612127873cf31a114a7e1b74f4f9a287 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4369.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_437.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20bda46303b5febc80b300662c0a6fd03fa8d15b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4370.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90d0c6247d5934cf5d6fb081f9351d9615230e69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4370.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4371.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f62243d969dac3cc7be26fdd11d3df1c37c96e10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4371.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4372.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd759c3b2d8ef1b302b8f97def3aef5533654fd8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4372.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4373.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..425986e471cd87286a60495cecf2dd75836bf066 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4373.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4374.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b8b714491e7c71fe9f60c0e75510ecd94a0f48b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4376.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c27d6cb8e25eaf25b46aaf17572f7aa41b746597 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4376.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4377.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3557ff59dedce95a9d926e83cee916a7dda396c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4377.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4379.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..000cede1c03f6fb407ee4025107edb1f621ba05f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4379.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_438.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5154a1b48897a5880d5a88bcd359eda26f2ff14 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_438.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4380.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acec0723bff0a7d3fd08d17ef518af9ab80e8b34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4382.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38b2cf7ee0231172c3985fee0a92569048190b86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4382.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4385.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38676c5c62e7ed31dbbdb19bef35dca8e38cf79c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4387.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3578a8d1455f499389746f6600c063142163762f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4387.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4389.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17445f4f190479cb684a58841eb61859dd33ceee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4390.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33cff6c8b5073abd1f2b71d19c8273c6171360cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4390.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4391.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cb48276b11e1a3daf9f1e5e6754465320de3a3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4391.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4395.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ca8b1891735b207a2bfdf3f932678779f8752b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4395.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4396.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e5c12797276c4de1b0ea4f7c813d7f5120d47fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4396.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4398.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bebdcb10accbf84713a82368abfa8f4368bf04d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4398.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4399.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5a072d21ab4984640060c113b72c12588b222b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4399.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_44.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_44.jpg new file mode 100644 index 0000000000000000000000000000000000000000..143dd4797d74f5b26ead137dfaa8be778df6be13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_44.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_440.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb29cd9172c3b1b4c31914649fd1be031eab54cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_440.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4401.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d46a5d65ffeaf50638e3da1f64821a338691e8bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4402.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89ac983f13c37b09514fd69e9e03dafc7dfbee4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4403.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c306a9b1b2d40c2663ee69148f0e799e61b16c86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4403.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4404.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcdf9559311d4fe36d2ec3adee2d7f240bd4e582 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4405.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2f64fc8ab3a182021cc238be82daf7f8fddbabf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4406.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3b4e8c400f08b7af79b20a0088f9a5241c44534 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4406.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4410.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffca3e5ae56d53e5c2dc0ccf123bd3666c5f6a51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4410.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4411.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f50e5688df938c00188d2c8ac8566c6ea181d171 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4411.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4412.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..045a3a881454ce122b40542ae9400b708cf30eac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4412.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4413.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d26c0c0740177caea6459df2f17ad968e967d0a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4414.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4235697824ffa93cbf9acb55946564d37b5c7ed3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4414.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4415.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f342f48350166109bbea8943f24d105460e37904 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4415.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4416.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4da0feb797f18a29421fc7d1c143a2bb36a513cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4416.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4417.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4156cc902e51eef76872ab7abc27ed9e303806d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4417.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4419.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08503d8c36b320ba1f798c54dcf4c0674cae13a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4419.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_442.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b43bc5e2c8f839f8bd58b4b91daa786888fc131 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4420.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..057149cb889639ff345ea0352c12f59ff7911261 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4424.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..126a24e4e60e0467e57d6a2ac5ddf58279fbc3dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4424.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4425.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..749c96f1fd7ce600cd923a60b40cb29fabe42489 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4426.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86db7aa38273e1128691f322e8b7ed59fb76ef4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4427.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ca5edc7ed3876e733cdc570f3e9bd682ab3f6fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4429.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9d56c41f403a79b05c9c430e7d0ac84136096e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_443.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e86375d6e611d0fddf1fcce2fe5256266c7f21af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_443.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4430.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8efe2fd1ddfb2b3ae543a5c29d75cbd01ca76aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4432.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4664ac621ec727d1d39ea62a8d9ca6e0b5a79924 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4432.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4436.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f45d2d85532d40be329666d2a6e22f42c0665db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4436.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4437.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d89bf1f892487039154846b911572f6d3db27887 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4438.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fded1e6d00313fe2e1dfa7407fdbc5b79b84875 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4438.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_444.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11981860a2c7a8d1cb88cad834c0266e2cc87183 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_444.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4440.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0905661c24f2712e2a209cf790dea149dee7eb59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4440.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4441.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e358e0c5068f920df26300657ef9c92a8932d2fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4441.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4442.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c869902053d5072626b7391891583a70ca19aca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4443.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7724355ed267f7deec5b5d8434803b8c88a62f22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4443.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4445.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d845c1221d4e114d1b17d919be2582f9a339c333 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4447.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7174a5f0c824664a847acf399e6f5c4b37e3c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4447.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4448.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76d967d57fae5ed44082643da6dc2aede1aa08e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4448.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4449.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73360f5c5562e1d6eceabc77c5ee9342896cef13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4449.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_445.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b9b9f48b16e641e30225114e696dc15d6f5b7fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4451.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ea585b733cdb0a61ef058cfac374dd320a5493a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4451.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4452.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..506bc7f11d62cfad9a74b8a2b135715ec66ad1d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4452.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4453.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40bc23ca200b8b7c9a9d2a848ee0a31b141b9f58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4453.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4455.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0423e782853dbefeb16ef5f4a1ad28d3f659a0da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4456.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e51e3f13e0fe4d9410f84432b2bbc73cd6f98ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4456.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4457.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..834a766a5aa64d828275ecab105cc739d2c35c6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4457.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4458.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf094074a764027be2c8988adba74a55e434dce2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4458.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4459.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73726001c27c464fe657f6e16010d5a06b31e6ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4459.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_446.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2fd1ad7c744bd6abed99be3f009654e7f8f3fc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_446.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4460.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd408892e78617c8e1833a19ca7ccdf5b5599fe9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4460.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4461.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..484be7370ce4168d390e5e2cfaf24288aef40240 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4461.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4462.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4be3c668c805446bf8d921b06972c8de6456054d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4463.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..960539f467200d3f6c2170c1f64e0b06976f6d51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4463.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4465.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e125d3bb8fe5adfcceb0876c3d9a5bbb1de7e344 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4465.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4467.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56742920e36341a0d31dea19a4af6ea06797eb5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4467.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4469.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9aa7b61e179570dce2c1c9216d0d3beb5b24415 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4470.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd3021c4a4485547b5e33d1b1f2ad42f3aa0efee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4470.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4471.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79e91b85564dcc3fed643ccaba4d6ce6525bcd93 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4471.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4472.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e058d1d7f723cbfcf658918a67185f3f281acb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4474.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52fa7f904a38d54b272518287e2577c66c6ffef3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4474.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4475.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04aa43609c61c01af8e74367a4818ccdd0e05021 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4475.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4476.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..515a84e68d9f050f096c85ee8711de848ca1d335 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4476.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4478.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55299a7f3b8f66c096e81ae0e0919663d7de5e91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4478.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_448.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b393ee87ce30e5ebb4e7e6592754448b1819820 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_448.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4480.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fadba16ae9ba509b55a2c9ff4195c8cf5df68c19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4480.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4481.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..586d66bf4a6c52f508a6aa921146de8eec510165 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4481.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4482.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb4008937ffbba8e5542b8faab090c61476e3b38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4484.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7103b9e80d954d560d4cfb0c24c60192c55584ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4484.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4485.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a2d8bb67140ba0fbeb8a8452891bf609835d819 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4485.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4486.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9e510bf3dc92ba58e027f81067317734c9ee3ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4487.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2655bb087744c6a1b4c5fbe0e67fa193a8fa789 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4487.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4488.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8d13c21de5b1fe2101ad9ab4e8ea8c6c766208b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4489.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df26b0ab871fc49684004f4e87dd4ddd168f6ccf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4490.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..285fba4d974901f86579fc94c483f2453c9945e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4490.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4494.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcc25434f9ade30ef62564eed35a8fb0072b958b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4494.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4495.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9df9b92faf2526d59be0a2258766d65792a7c791 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4495.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4496.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc092d00d6a8af1e7997b36f968ba572e085f3de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4496.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4497.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e9b8f6bf27e3a860eb844ae4307b87d2e17a8bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4498.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7aae7a69e429ab1fcaa9ab4baddfac52a323dde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4499.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a03c646fa15f9eaa5d8d712dac48d0411fa2c7d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4499.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_45.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_45.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a6f036524ec284e9cd9bc3690b70af6e1c1ccf5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_45.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_450.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff4eec91de43c0747a8fa7fa41f05a584404716 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4500.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e89f2ad9a2362eb91f3c1ae365059e32dc3b4635 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4500.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4501.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fff071c517499715b59b35843762270d9991e4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4501.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4502.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f32a6193f280579f1358cb9ba92170be480954a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4502.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4503.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..603c2b1b0d3cf2a49639e32d5ce99dfc465a6bae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4503.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4506.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177684c0311f389172125dd1f5a852fdda6be6cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4506.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4508.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8c1a2e10f11780d98227cc91b924568bb304e5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4508.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4510.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47878684aa0e84c3be2ac774a21c6e839be3b06d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4510.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4511.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bbbd911bbfe4e52377c189e68f50a5678bdc1f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4511.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4512.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7a5df1bb477065d85baf09bf8837d8420757b4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4512.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4513.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52d0c64a30ebe876cafedf96870a3a45d26f855c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4513.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4514.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5859777fd2974add958afcbf9575a3ff1eba7f9f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4514.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4515.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8a4de0e17897331ab862968f3157f6c54ea2a86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4515.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4517.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9884bf665d5de74b3bde53ec80647ccb6b5c18b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4518.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d2c02c5d9839ee78cfd4ef976b9c52377f6f98f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4518.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4519.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9e550e2c0024f4037b451a63f7ef1a471929b2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_452.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4e92ff8d47a8025a37d817649b5ea722b57c812 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_452.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4521.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250b3c72d651558b817939be0f8b0127e86a0eb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4521.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4523.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0878f5fa5956df8910381e6b422cf9b46b8c632 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4523.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4524.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d328c9e10ed4c57ae102d776f7b9689dfcecf0a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4524.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4525.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92198e2551ea5d4847b38fd684d1649321bfa3d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4525.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4527.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b07c788b05dc7b4d85c653471c808d59cba329df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4528.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2045bb3aeab37a70c147b1ed258c58454b42ea0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4529.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23f900b5805256eb1bba7866f0a15909d87db22f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4529.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_453.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46bcb3ad5b2f6a664acad1117320f4c2d06949f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_453.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4530.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac264feb1ea6231060a6be6b0af2079525e42149 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4530.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4531.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fc194fc9bddf538019523334d56bfba0a91bc24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4531.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4532.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a63c3b67c0f0a2e67a6c46309d6a2a020c5ecc1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4533.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f366d1c12def3811a38bae05294204c4a98afca9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4533.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4536.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..013f8ad58a53a616f71fc0a3788ae754e6facca5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4536.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4537.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c92d34d49d20d768536039682168c494737153c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4537.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4538.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0ba6c163addc38366aa41c35b5fe8b8ba0bf6a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4538.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4539.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c061af85df78d9c2a8430e9eb6e4b284bbaaf81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4539.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_454.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..800b98b0f171306a40f2e99766612eb400d867cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_454.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4540.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0464c4bcd15107ad64f6c1a7e9cea795bc29f1d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4540.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4541.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83e5d343c662c988e61e55ab0ab13f2af7649c84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4541.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4543.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..797f5faf02e31c36ba3bac809fa93f501e464966 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4543.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4544.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb9d3fc7fe31a5ccc397ad675fe20a031c636e1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4544.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4545.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a3eccbf00fb72ff5870bf0f6aa9afb348f9d2cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4545.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4546.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76ac1e33ebb6f5a85851a64b5a09eb3dc477f88c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4546.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4547.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f5000bdfd4b9622cb464f994880e8d12112f7a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4548.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86ddf3a71abbe068a9241d10322c31dc9430ab40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4548.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_455.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e715d497f0e99cddd4c3ebcd59e23f6962239f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4550.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f594f12e5ba327ebae88b412c5fcfea6acc9931d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4551.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010e8e5fd65f7da1bbe1d35f619e28f544b86c9f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4552.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0169fd424a6cd35822c947d6ebd8296642193c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4552.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4553.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64a0bcb649699f272459980a021e5270d588ca3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4553.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4554.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ead119de71b747070543d1e43b099174e14be2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4554.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4555.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe96e8b7716461e422394867eccbe1418cf16420 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4555.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4557.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d555cfd6f79e28f4805f05374aea6b6fbff69079 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4557.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4558.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ec5868c5ef100279f817a06c630a38da527248f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4559.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..487ee64d1579c26e5f4c92bac2462c4788971494 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4559.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_456.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30b59708f1bca1d252170ac1854a3a29f0111737 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_456.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4560.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc6824721fbeb7f0cdfa56f62b471a5ef6a417e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4560.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4561.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ff942f15c1d24b57bd7f69895a8dabe9653363d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4562.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fc1468f0cbd73408ee058a7b97c3027e550de36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4562.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4564.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73757371aa2e49d2d3c5885fb756a0fb59262995 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4564.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4565.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc8d672a39504cc958648283366e5f7c088c20a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4567.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbb6ec699e80646e47e6a25ecdbfa53d81a2ce8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4567.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4568.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662a204598a909d163e8eef2c79532b720d1722b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4568.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4569.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7107ba7f8b00f56c89acb30127eb3e7b9c0942b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4569.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_457.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..731fcba34d925a4b334af2144775a1b8e04cd070 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_457.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4570.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0048f386bbabacc457897fbbf2c57f2b93a32b0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4570.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4571.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91fd712d07a783762368bb451f931b0dfc4838e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4571.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4572.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77b25c7f69b99b86121acb816f0863602385363f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4572.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4574.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1188350f3e1802f4ecbadca2e5db674b5aed6529 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4575.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db266ba2dec1ba178e751f055085fb5f5ce78d82 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4575.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4576.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98811a7572a314827279f8d8f11d50cee2d22d09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4576.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4577.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74e2d6b62af697e2efd3c4794edbfe892eb77a85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4577.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4578.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f46955bc1c4695e94b124a8c5ad9916348ed1dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4580.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..409e4533ca11b8b6ccf3ee2ef7f1a75570e62a29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4582.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c32d99a11ea9b9d556274dc60c3104f47e954cc9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4583.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43692d55f1485b9b8767be9af95dfaa2719fb19f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4583.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4585.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f59b7dfb82f14c6cf821efde581886eeafb83e7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4585.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4586.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..159406fd7852569dc10be811d79b394f4de42624 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4586.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4587.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b4571e46670590e47e97793f2b70ff101ea9938 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4587.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4589.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8efa72759c2a5b81ec24d6b4cad53c6e88d3dc80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4589.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_459.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e0bacfa511293808fb4c8e3a1ed832a827554d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_459.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4590.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3ec65b531c46f0b3c1d77efd741b5f9c9e15a54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4590.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4595.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e877f7b5b965bb3bbe2bfa57c09b5cb93ecb6be6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4595.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4596.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f98d16d7439a432c5db8703ee9bf156da395c070 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4596.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4598.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77e8e0e3c579b76978744be247467a33d7eb1eea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4598.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4600.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a88e2c6e41983dd575d1f6fc6c1ec8b77187c074 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4600.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4601.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a438179b7e5e996c8ea02978667197ae5102dd40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4601.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4602.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc5a5b14a39aaf6f948a162b6da14e2aa80f07f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4604.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d421029b14c6ae84dfee0718fc2b8f18d3883824 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4604.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4605.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69ad803cd468ae16007da2ed1df3b735892b64b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4605.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4606.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0ba9eb7e01307ddcb862ca3a390064176a28d65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4606.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4607.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1a7b43951def727d2ebe24b5aa0cf70751561f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4607.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4608.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a4cf78fe244c18882f1cb42d09a0bb8676caac7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4608.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4609.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e525d6430760d4967180aecc37a2f49e44fe70a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4609.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_461.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f66ee31aad11c76d8e6bc6c0e53c9862567c7de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_461.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4610.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01250e451d2348eff334df09cd245f06b2cc973b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4610.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4611.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f6e690dc688cdff471674c58f8042c96033b66f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4613.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5880c8cb8ccd20594121c08fe6f8d9a1d204651 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4613.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4614.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6308d0655baeb435866f9c85cbc47591053f7de1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4614.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4616.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29a1521d3f6792f0ffce83c02bdd8daa6d92e0be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4616.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4617.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7482a9fbbf78e2972ebd5e05cd001e9a582c6f3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4617.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4619.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fe14202789667b82eb1c1aae951be766015424b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4619.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_462.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8802a9dec64902460e4cfd149fbd042e63204e75 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4620.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..564a95c08ba9b6c0609ed095a06f4d67f72d0e1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4620.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4621.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4c432b3d5f3de12a5dbc57148ccea34e261078b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4621.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4622.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..858e45a44c116b5967486a6f7e125c818a42f037 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4622.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4624.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65beb776f52175d5fbf42fab95f8379f4d21103d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4624.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4628.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3be12b8d8048a87f384e2cb7369db2e57fd5ea1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4628.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_463.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7548158c4a999d8801f2444cc86957ab4fe7e20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_463.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4630.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f47aea176431568feb5219667327cc43f340daa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4630.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4633.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0305e055fd3a982a4ef79be1a44d3f90e717896b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4633.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4635.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5a220e81ed029db2c9d465bef46dc652179470a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4635.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4639.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6682a2897eb0a7a4c2447385595b518fe5dced3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4639.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_464.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72780f56d7ac484afdcdcb413b9f5c6d2e81ee26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_464.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4640.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dddc84a9f5123c3d4265eeb4484ba840bab713ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4640.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4641.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56772ba738c71f65c9286f9d253d6ecddce29494 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4641.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4642.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f12bbc2dab6250a91f40063479a4737c0cf3ce2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4642.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4643.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b5cdf8d3ed94f65742dd4961720818884cd7c0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4643.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4644.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30e75eaefb2be3e155c619057d71a0276001c9c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4644.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4645.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4e154b8b1088b7d6824155df317f48ad38c3f64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4645.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_465.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca50f6add135b7b887e787ab4d34f28e7ae3c0d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_465.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4650.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e349e75d01a7f43ea5c3a07dc61414f8c05d79e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4650.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4652.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5b764fe1fa10e68a1e8bc0f6c06334f89c6fb0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4652.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4656.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fa5c4ce2585299d4d619261c7d85613d2915939 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4656.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4659.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..955a51b84c7d6074a49a3872685488815e9d9c65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_466.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9f1d31a71589b3551ee8b9ce7201c965766abc1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_466.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4660.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fe03bbfa034f087a6fb090c6578990164b44435 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4660.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4661.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c4be37eaa3954202dcd52c69422161a341303ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4661.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4662.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88a5d7e4f44ae546fe9495ca1809828c27fa06ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4662.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4664.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6be093140b3e65103a3ea64fb60750b46d6d1865 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4664.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4665.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cb5e2451686b40efe2f33f6ab2d818a29c77f94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4665.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4666.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d1bd1b8e8002068bd281d037a44f2e6800732d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4666.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4667.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9627ae16c705cba544435d5b34267cbb1b3c601e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4667.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4668.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05f2e69c1cacd0e0822e81675c7411ca1d8ed20c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_467.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a59aa9e18ed185f63cb267b0505b31b312a78869 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_467.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4670.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc17f8a83e58697e525a84b423b30d4ce2740525 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4670.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4671.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f89e17b6ccfd31c762128ec089469bfd6c3263c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4671.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4673.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..779fd1e035a993aa5bb8060b199286167a821944 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4673.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4674.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c2bb62e4bf3073d6dc5eeefb822dc806c8452b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4674.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4675.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b637f2b0fc477d9f3ca82ac14122607bfcd8f741 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4675.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4676.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12fa3230611a9225fa26f5308b4fccca7a4b4bb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4676.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4678.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929a74abc3b4f118b3533b3c1e40870c1f81470b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4678.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4679.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb423b013355bf4eaee947d117c0fc8145bb766a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4679.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_468.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a154e185612528816b0f76bce195322f726f7a40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_468.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4680.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ffae39bceb193161374fcb388f5f0f0f884dbf5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4680.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4681.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9016fed0146e2c6f0d8f563c247c18cddab8c98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4681.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4682.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..beea7ec3403559dc053351871b818fb675509090 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4682.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4683.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995c58d6ac5b67cd2ab9b092cd7333810244865a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4683.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4685.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66b47503fc21debc8f910227de8db3e3be4a15ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4685.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4688.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65715193c91555eb883a3428b9e3fb21c2a6d2e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4688.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_469.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d793c426d36881d46b7b460088f6ada3325ef789 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4690.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8bf61fd5ab0653e0a3417d7251bb56885bb8640 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4691.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7de6499756952936fe2ccd91d2892d78011b787 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4691.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4692.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2265890df4aff099e9208ac4c953e565abe6e419 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4692.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4693.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90359bbd6283b4e0a7f4105ca188ece762e06c39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4693.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4695.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e80bfd3897a5c66b01d47e939dd52835d4aa394 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4695.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4696.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cfe92f8381433e00d70134f544f8202b12f02c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4696.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4697.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..719e8ec7cb493d229379623b7a03e74600a36e5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4698.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6838c40d5dc967e50b1e3b822857a04f64283a31 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4698.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4699.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20ab2abd5cf4d6eca0dc384ef652fa5a12165e5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4699.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_47.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_47.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d237e6bc6a3efce20b021fd631a2efb02dc17a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_47.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_470.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f608036bf66a389d4a2a21615153d00439d00b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_470.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4701.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90374357733a784d70f5dcb0c093030565f5edd3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4701.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4703.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4290bf0790484dde7bfa41c553255c3bcc792591 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4703.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4704.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4a7374fdc1f9d9a242f90dbb3c9ddbf424ce453 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4704.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4706.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90afca92a0ccc4af6eddc328a0e7fc73c3ce1f0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4706.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4707.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fda05225d578a30422a14cc545fa76c163ca2d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4707.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4708.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f3f9f435817a76cd993f73b9208fd3f43ba47e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4708.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4709.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f806dc8fa0da41653daa0951d0b6676a9f9daed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4709.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_471.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98fe30ad2e09337feca52a87c9f39fae0559831b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_471.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4710.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67b27a2e68f645837ded45c48fbd3c3138609919 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4710.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4711.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fb5249bc33b99c05e936407ab3d6555941cbbe3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4711.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4712.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8774ff5832fa62f4ae31f1a90a6e0ddd85c5b96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4712.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4714.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cf3a3800e05ac64c01e91a7ef6d4861079ef1da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4714.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4715.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2419f3e69fa22d5f13f4dc492b98246cdeef97d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4715.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4716.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abcc49dffc513ea535c08b5612e22cce47e00feb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4716.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4717.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2148d8e03776abee1318ed7633cc22268c1a30d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4718.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee4fc7dd72b8a20b3fdbfe7a9ed09a44fe4db5ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4718.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4719.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..959aae26fb6ff97476c81d6e333416c87227b7fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_472.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eae49b191b3833af3aed7c0f77edabd4f8c64f44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4720.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd94750a8dbc14acfd76bff329914e88b823758d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4721.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25bca09a50ba07d9eddcd3e6c6770b9b813fa530 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4721.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4723.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..412e17193ec087b53b393859610978d2d9f7d0d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4724.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f390751a24c7103e2c737f4781cdb3c199ad221 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4724.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4725.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93a6a037ae09322b6c39a05c068e2bcf6550b906 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4725.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4726.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1c36d349faaf0d369c0e25c209e3b05aa1b8328 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4726.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4727.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e35f0198be6f25c439c0de5009c843dea8ef5de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4727.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4729.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1385caba4d478a9e59513b606a2ba6b79fa4fb14 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4729.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4730.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dba0bb44a42b252b2219edd4c398ff0e4788ea50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4730.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4734.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4510f8af02fb14cca5dca8f312bb9b1b462b6e45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4734.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4736.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbc618c67ba9803f6779d352623ea38cfcac751f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4736.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4739.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5fbf0b8f2aac5eeb3f6546dfa44684a9acd52a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4739.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_474.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1951788b7095fc0272351778972346601e04917e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_474.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4740.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa74c6449bba43163fcb8c01ca24b91dc7cd0c38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4740.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4741.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44b8cdec2dd2a155df5e347424700f95d11cf8ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4741.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4742.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b00b08a560b1c14887d4c8b6812ebd5bceb43f81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4742.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4743.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b4545789887a2a0a7415922b260ba6fa82b3e71 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4743.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4744.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..409c4454f03fd75ab5f3d03f84d1a397c46ac825 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4744.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4746.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..291237fa91ba78a5f2f489ef3260aefdb3f5b911 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4746.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_475.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2879c285f336efee38cbe3a13bd5d2f4e7bc94fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_475.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4750.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07d94779e100f06217226d8ee955e064678baa33 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4750.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4751.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4c5f7fab9f7e434d58d4b9233b45126ee4d42a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4751.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4754.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c804bc76941aeb98a3e29c859c4c3e0e8ce749e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4754.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4755.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c636122ceaef8e29f1fa1a0a18108c073f757fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4755.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4756.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f3d413431efac3e8eaa4b5c0432dda5f6e28949 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4756.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4757.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a54b9d22271cac71b9b0c0bdcf32f487decd79bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4757.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4758.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e92ceaa5c8bde083bce0cab202f4453ec4deeb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4758.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4760.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed34edcae084077bec0b5365744a2e3ef1bd1be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4760.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4761.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f909817af3717d4ba5d2782dde987e6309c1c23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4761.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4763.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86e83098b555eee6cd858fc2a4a090ff3fa1a87e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4763.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4764.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57b99e2ab21b48413e552091a3cf3d9fc7efd317 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4764.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4766.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f66c37fa78374ff4ab4f4aaf080ffe002cac1207 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4766.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4768.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bfdd12d84820eb92614dc5445045fa616f26eb8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4768.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4769.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19062971cc79e226b36f25360c26291a73338b98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4769.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_477.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f51944a0cad1e8341d98204b2860a57c471394a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_477.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4771.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b545b8906ad19be3c6f397a54c77b29bee95be25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4772.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71c98f36a8f1cc156e3f1607a6e5de2a6b8de16a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4772.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4773.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73229e7f59849c5a2edca81f709448bb00ebc7a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4773.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4774.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18f3e5bfa4fb0c1a4c1befc63a2c35a950aecb42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4774.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4775.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..275221263084a83e85396474fbb1d8e4a5be69dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4775.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4777.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45ed98b72ab9f5bd08bb5ae097b12376edd49b1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4777.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4779.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb2ed68800fbd4b77958516c686cddef9178e8c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4779.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_478.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c4f2700a068d9cbcfa7ba94c36118057dcba867 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_478.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4781.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..159ad8f1e75045e7512524be4565217e9b3e9410 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4781.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4782.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..457530f1fed1a2b9a4618e28df4ef26d70072712 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4782.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4783.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc075bb500d9ca014ed6321e345450af1325ebfc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4783.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4786.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b701ebdf043ece8f3ac33b81b916ea273e997251 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4786.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4787.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55b116cf4420d0d70c245d200c582cfe59f0830f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4787.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4788.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9279dd656828536bcc505f76badc22297f4ac49e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4788.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_479.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d753ed41e1ce1fb033652ac623c9fac1285f8c63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_479.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4791.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d38cf600ba87f9f50e392a2f575c525bde0d8245 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4791.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4793.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aba51fe7192830eddcfe43ae87383786ba8e263 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4793.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4794.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf47e9c5eeb4054a9c406658f1977bf75091e74e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4794.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4796.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c6e9febe8f8545573f291888aa60c7cc2fd5c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4796.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_48.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_48.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed235c9329b3033a55d9d9bd382819b77f6b4592 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_48.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_480.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8684e2ba9ba64abea82764ad1768f225ba7077a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_480.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4800.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa6fe8cc72666b645379d9ef225ec102e83e06b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4800.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4801.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7eab10cd37c94fd72ce70582fffaea407d99c874 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4801.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4803.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..762e33339e726d0ce48bf202e60fd2573d5fc7d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4803.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4804.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..296f90e0176e743abeff81a5e2ecb90502e89aa2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4804.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4805.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c22f646d08d3c62c40c89639227f473f92c89ab3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4805.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4806.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da34b4ee5de1daa7a65fa20947608014601e79a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4806.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4807.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d9d0eff2c343be68ab3da785094b5d2f852a7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4807.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4808.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57e03aaeff0d084b1eade1f0acbb9a21403c241c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4808.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4809.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77a86d5f0f5f00d9473f1e6eba4bdec4c53e5ecc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_481.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be28f5366d259097f484495a6bf44530012c250 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_481.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4811.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d449fe3a6d99e8ddb9cc02f94d03f49119dc82e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4811.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4812.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72c0392a0628e914b9641f0d02e7b66aad55ff2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4812.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4813.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4eab13dd40554601861ef286dd6178d47ef37f9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4813.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4815.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..852d1fe9e755c60e0e47d7b58a115a3d2fc4a058 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4815.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4816.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3c6749a1c62ad034f14423cfc71ebeb843e891d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4816.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4817.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67effac365ee76ef4fbe01a737403b08e590f173 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4817.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4818.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a21af73d0d5cd7bf410701afc64cd33ea80be6f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4819.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61dad21d9b17bef73a4cf8ebb0a743cba5aa151e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4819.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_482.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..663a5b33596955ad9cd9e368245efc6212e512d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4820.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8b72a9b484b49992311f71cecc26a16987e34b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4820.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4821.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01636af4359e7f736eb0d1d73ab867a0bea0fe85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4821.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4822.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f0ebc3252745d4c06484b8679f046d3cb100a9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4822.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4823.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..713667f43e64e5650cffa0c27b2f07076a038ab2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4823.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4824.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d3ac4294a4ae7e0ffea63b05d0fc2ef75f77a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4824.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4825.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fe7f938aac0d04ea0f80223f917af298255d11b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4825.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4827.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ae7370e38a9f3c663046fca0d65fb74e32db6c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4827.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_483.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..000ca261e6ce0ad7e3a9dd33882d54b076beb901 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_483.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4830.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5f57c4fc20f932bcfe2b2550671b5b1db2a9b9f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4830.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4831.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da3a3999e9e2f14b199de7a6e78ceed5df96fd80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4831.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4832.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b434a3159e3835646784a9d50974772aa86af53e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4836.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d79da2d82d52fe6b47f57f33b47210c0906fc7f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4836.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4837.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9199d008f2efb2b50661c62ac83fe2cdd796de66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4837.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4838.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4917b244d1f85066abbf09c300b1be5f9e08362 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4838.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_484.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..843a91802a06ce737ba590ffb45424cbbe670f36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_484.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4840.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32059c5dac2d065c59fb959ac0fe9559a246fed6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4840.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4841.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae5aadbe2cd6d94e8be5417ab592395ead06b69a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4841.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4842.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..583f46c283bd1b1426c41ed9dd1972e6fdcf76c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4842.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4844.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43463a5d9451bfe0037819c2148c67ba8ad3a83c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4844.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4845.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f84d5cdde658e26900fb87e49306af9b539d4e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4845.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4846.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ddd13636d08dc6b437384f0fc5384ec14663fa7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4846.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4847.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92f57084c02cd453584e2e44575edc283446333a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4847.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4848.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7be0999e9db736495281726292ba1aea39da471 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4848.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4850.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3c0f4392abad3eefad381d8a65c64496ca2d076 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4850.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4851.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9348d09cec103c20f604d8ad67fe4b871cb40384 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4851.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4852.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9a990f3f24b6abf69931b8d4609cbf41401a192 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4852.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4853.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9b4ca2b7b3516fc2762ffc78257edff3fd73974 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4853.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4855.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7c8ce5c6d47fa01bc9b21aa455eec41e004beaa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4855.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4856.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41347becdb51e6ef1c9f15ac2b1a36637f7e4653 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4856.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4858.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..998b4bc0fb3f919ad882e9b5f540715efb9c5875 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4858.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4859.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aed4f2cd3e9fc978b8d990b41941212207a4bffd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4859.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4860.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fb32418a080d64c8d83f00b492f74505e530ed9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4860.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4861.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56f666324eb431f6e7513247c6f41c3d4d7a4d89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4861.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4862.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ae2428831d17763c53c200f269b891e2d935e4a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4862.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4863.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da85d1805f6aead70545dad9ef8836b817220804 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4863.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4864.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b4bf5457a9e997af52bcac7e8023b5ef7ba31d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4864.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4865.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c384fd23512fd66b3cf4fe2058cb9404b1c907b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4865.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4866.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ac23518f4c56cc04b040147e746321c70c6b551 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4866.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4867.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4a8b14861fbde54858a4f88e8767ac98f1c071d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4867.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4868.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32c71f415d796a39eeb2ad9b1a64ce0b1e6faac2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4869.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73407fcc4eb59b30991898f755219b699135d288 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4869.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_487.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19f7a2f303c591f35bc1416a00f8b6788ae96428 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_487.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4870.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b52de5996a75742c743cfdd49afb0d68920c58f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4870.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4871.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35489e4f3ed1e3aa4b412976647c302431f7b054 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4871.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4872.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e558cdce102382e21d211598fb735d37198b9c32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4873.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bc6ff9faf31a5384cf421c410ee60cd89da72a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4873.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4874.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fba1eacb2458646cd7de3c620e4c8f021ba66db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4874.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4875.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c91b1bfe05f14152731dcd7a16bbb91cc8389e95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4875.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4878.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1fe433e3674c66b9e5a80a44fbfebf14e521b0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4878.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4879.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c4de28552fe7951df85b9584569de5e2dfe6146 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4879.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_488.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..082e4e863cd7256e6f4901b20ce5cc77e65bd666 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4880.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3990369cfee80fc3ca2fb480ff8ec744b3070c6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4880.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4882.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7d6dc45acafd4f828cd9642c0a9207c3edeb476 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4882.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4883.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1decd828be11afd5c12959b1efe70816d0e223c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4883.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4884.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfd2c8e6ec51924ee0bfec071db47a9f3e192a4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4884.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4885.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57a8293120352dfe47cf490bc6e9278affe166a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4885.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4886.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ec236eae930e14712e527b730c91f5357f72fed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4886.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4887.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7344433ddf506b7e6b75b3e794b4a2cc792b9f74 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4887.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4888.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..330744cdfd76ab6e8b91e5a4f22474b20d6af124 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4888.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4889.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..def28098f4e10f44a2277913cb6c6798cf920ad2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4889.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_489.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f9f42f2380076f4fa22ed95f34da2e7e5e3a1ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4890.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e9637da70ab16668dacd22559d37f53a7f1cb3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4890.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4891.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3e1de8abcf0fca75565d013296e83e0a2c2805e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4891.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4893.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fa999ac33b4a74486200153392db6cd95d8cf53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4893.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4894.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0798d21c04e3a3161436d4cf4d0b3ae49d884dab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4894.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4895.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a705bbb4fda342e4a525cc0ec6db5bd6ead95984 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4895.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4896.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccff289c230749c119b939422dfbf1e41c3ae895 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4896.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4897.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c59f1c9b7890ed96a2d3b6d739c8de25438eaa1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4897.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4898.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2806917aa4c1f12ba5838f722832b45b0eb49c1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4898.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4899.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54ed71e5cb0af7fcac17c3451866d6b0e8ed61d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4899.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_49.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_49.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99031c2d02d5a7fdf9b1610b285421644750b744 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_49.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4901.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd97d30663ff6688549af1f87740baeaf6279037 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4901.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4902.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73ca34559bbe7734b24f6bc7762d37da07d3de4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4902.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4905.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea2345f0d48cc1abf2a217edbc6073aa9ddf3072 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4905.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4906.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..422af07b158aa3baa8668591c7f7699fafc71a62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4906.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4908.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43f17023e40751982d5ea88c73dcd9490e2a9732 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4908.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4909.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..849e1f85f207f7633063d83eefdfbd9f8673efb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4909.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_491.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b98651fce2304d5c30842855ee68e473f1e7840 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_491.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4911.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd1b913cf83d93b35ba39e98a6b009e9a6be70c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4911.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4912.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a7a3143241f038cc0b19e3866185404176e5da5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4912.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4913.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..083f58d28d5c7bebb99731aa9a68fc6c5e502ba8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4913.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4914.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9016583207f2cc829eef8aa124d9ceb6175a2c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4914.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4916.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c67f0b92567c80c3c1b13d630e48cb9766a9a91d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4916.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4917.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f90e37218fd0fb9ae47fbc6a7b89f06d7d1a54f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4917.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4919.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdcfad973b45255f108444a0e9a9ff011dafc0a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4919.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4920.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a99b15561fb7dd03838545d235a2b4698954970 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4920.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4921.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b36e63dc86f1664492367e8d0e9517ea25a1af85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4921.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4922.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb5e9b0a5d22766370402f08c7223925cb8a8cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4922.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4923.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feedde7422d03d8a6f9756866bb7723a9bb4cd89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4924.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..355e15feecf0d244a5b3d92b2ac79a9f5019df19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4924.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4925.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5942bb57d52d7209fbb80d60023bfa6d8da8936c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4925.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4926.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a1f3669915b6782b6688d8bb413c4398873e659 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4926.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4927.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96194fec54dc4719716d65cb04de074d5b9c9879 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4927.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4929.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22bd26936c76fb1823c0ff5da0b5ac1fbbf2fd5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4929.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4930.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7638b45063d57f9005fa7152bb928877ca2c2111 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4930.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4932.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a6b4e02e3c017687c27089c5653612565c7d6ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4932.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4933.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..954a22ad698f8267b14833b1290789380a03071a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4933.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4935.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c934ad8881d10e45a2880cd9cc299640cd0fe8ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4936.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da5fb39112f3555ae526734f85f4b6742969940a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4936.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4937.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9882d82de2c3167c0334a0b3eac3cc2c97c659ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4937.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4939.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94e4b757e10b36f8e67da6089636a444485ea1bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4939.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_494.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f784c2bc9a5463b4fb90cb64026d65b3a1fc7b0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_494.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4940.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8987aff7997a44ca1c80288512d67aee589272a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4940.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4941.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7b1da89607cfe242347ba6b2d6907859ee00882 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4941.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4942.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e32e5345eb1c3891d169540a90110840f7e4601c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4942.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4943.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..701d5d19cc0d1ff7528b63fe4a379959bc257234 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4943.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4945.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c17cafaba9a4a8a47e1d7c30de96346463f3ab53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4945.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4947.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f42efbb8d1cbfe8f60a98dd94dfab53fa6d83760 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4947.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_495.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6f1a7cff3294ab4553fa721bc12540aa4800d60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_495.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4950.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aeae35a19c7aaccbd9386fdaa772f29ceeadfb01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4950.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4951.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b196678b2da3b7ba8e659897d5743da368fb0797 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4951.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4952.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f723529d964943bff4d293250842759506f4deb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4952.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4953.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fde32ceaaa5bb346548cd05e073fd522d0ab80c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4953.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4954.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e499b85955763e181367e94f073f4db4de3831aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4954.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4955.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9f5a2f020f562a5946e86c1b5ab3120fb4b4d3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4955.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4956.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7270522fac362a37b32b8c56e7d049b4a891571 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4956.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4957.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16c39153b63aee8a9da69be214db3c9413c47ecf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4957.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4959.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b88e0f03969368bda2d2a1d9cc8e2de1762535e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4959.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_496.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61e077d5af9dc76bae7e83a75a1b65160171474b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_496.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4960.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..167cd4bdee87b60308f630556bd2f9b406601026 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4960.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4961.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8886142bd5434a9640f653bf18ba1f8dfa45dc68 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4961.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4962.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b63401e4dd0db16039aa4de95ccbe8f28b67ef6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4962.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4963.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8127a456d8d207f8b95badc7393da9be74914055 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4963.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4964.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b0b14151f771f32edda97f85fd5feac2e3e759b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4964.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4965.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e590c58d9694bf1b4d7effa902a52ac91542d79 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4965.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4966.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9161410db0d4f6efd4a17bb35a0cfd3bbfe2953a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4966.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4967.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6ebc0779dc2ccdfee1179d2fac6bcd54a490759 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4967.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4968.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b84316279de2aa4d7e000b00f8a6e93284defc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4968.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_497.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3c72caefda4a2e50b1433ea2f150164e4cece89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4971.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cae9cf6a8121191817a0704c20c25e018c17d49 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4971.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4972.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0772943b887963f538c90e28fe9d01890513f91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4972.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4974.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d52b950017b485d4af10f4a9c08e4bbbe4d9084 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4974.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4975.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b48e05349a51dd1bf8edfbd5b7d676f31f6e57d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4975.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4976.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eedcab6fd2b294ae4828fbfa7a9eda156d09cfd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4976.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4977.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f17fa5bae9eb3878ca0abb0598bfe2ce0da82a4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4977.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4978.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9e749288bc632bf983be6c5a03ecf66490924d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4978.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4979.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21f2676ae786334d3084ad2eaebffcbca317bb5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_498.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be0289bb95ac311ecfddcf2dde63328e6cf978ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4980.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb21d8f893b5ee953a50d61ded836e65b1aaf7f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4980.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4981.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a914675ae564f9005885b146024ccca5376c6c3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4981.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4982.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25d7b3da32a4ea0b8fe16ad66323257285b68175 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4982.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4984.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..530ff0c6e05446bfc79e4eadbb1c8cf1cd6c3180 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4985.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80da60f8826f4f415682335a2e3838fc20bd33e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4985.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4987.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18a2223c3d184e801c1a3fb88ef48368baf93a81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4987.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4988.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9ab3cbd52a77facaa22592da564bb166df8826e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4988.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4989.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..404128644a3d762f0c32803c4235d44e7a267242 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4989.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_499.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..841ea3a18685935de3bce86b5ec21451c178175d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_499.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4990.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a0d33a3dddfff5fdc2c52947647aad5f4ced7b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4990.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4991.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c729022c170f2431943fcf9bc04891e090408815 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4991.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4992.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9166ff2a4e3a65768d59449858902d2bd519e02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4992.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4994.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99526c81d4528935fda9d1be3aefe87be545c01a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4994.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4995.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2999ca2bc4b00927d2013fa24891ab69249a565c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4995.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4997.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcc240f156b3900cf3d136635e19da32342866c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4997.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4998.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..911eec93b1ea5526d6e4fafb37aa3de9a0bab1a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_4999.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_4999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41a9a8f096576a7336e908ebaf3af0ae25ddfaae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_4999.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_5.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_5.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f50bbfc4b5052359292c26e0b1fa065f7ac91515 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_5.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_50.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_50.jpg new file mode 100644 index 0000000000000000000000000000000000000000..319a3a951bdd07e485e55df4483dd6289138faa0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_50.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_500.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf789d51a6d11c0248eb9cf42cb5bcacb9c28a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_500.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_502.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..970ac1f16739e30bb8356fd341d68ec83d4cb0a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_502.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_503.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22024f0e1fc48e48eba1a903bf4c5ed11c422824 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_503.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_504.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d3b3c0c49b57db95d7d5caad8f16ce57db096c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_504.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_506.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3367e3cc19c105c1ddf4c4b373d887053cc1acb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_506.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_507.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..169fa34fdf94f41cd7a889dc21a886ce0e62d681 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_507.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_508.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a867dfc74a09d51f41d6266c1ffae783aef92b86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_508.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_512.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34516ebe3ac4200035311dc62dd863a202bbd22d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_512.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_514.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a39e0c8ac48345859a96b76eba7da176fb633156 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_514.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_515.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daedd81f2de925289f95b842016b0cd7408c2a32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_515.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_516.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00864e33bf9ef2969c3fee9653c520068dba344f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_517.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbced8e4a3aedbcb3f51bf68b9855feb46f4b0a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_518.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177285ca8350a091cf4f4f2e640725b562bfd78b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_518.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_519.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db8445a820c229ca0998e88d8a0b88f25005bc69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_52.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_52.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86dbebe5eefb9c1116ec55319a25560f77ac2dd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_52.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_521.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aff6a784af6aca6d3618028a5c221740b154a7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_521.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_522.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a77934cb8d0acf37617bf0a2f6a51c1420286f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_522.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_523.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27ac9de3e1756ab030526020d3dd486f7766af4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_523.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_524.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49b46a75c38e39f48fd053fbb443d6495392e168 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_524.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_526.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccacf165f7848ffcc086b64b7ea294371a0ada64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_526.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_527.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c768b8d81d6c1897507690b560372438c479853f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_528.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3131c3ac07a614e78c9c084ca1e9ad212ae47c6f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_529.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2f581ae217325049fcd006ef401fd74e4e45476 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_529.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_53.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_53.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7775715648092ecfb09dbdeaaf8b2e10bc300a50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_53.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_530.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..423a2247e40daaf4bcecce547e0f837cd97b9497 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_530.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_531.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ed8572212f8271b3a6f8f77d2228b19b47df5f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_531.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_532.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8827fd9f87f5b863aeff43d4e0eab0419131e62c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_534.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9359b9a5ba2a9c697771f8228ea2ac7af15eb4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_534.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_535.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2769933c3b30d183f2b47456e7516bae0a90d7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_535.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_536.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1333d5a15bd7bc496ef59114aa798af5dff33ad9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_536.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_537.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..092e38f500026918416ee453eacd788e14b05cc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_537.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_538.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbe9a51a39c7b86fc5929416661fc1620c46f1df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_538.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_54.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_54.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c34cfac238b741c10caa2603def9f044cecda5a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_54.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_540.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30796d3def04595fc181ed6d0e3e83decc0ea97f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_540.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_542.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88f8359292dc66eab14e0a52ed33e1494a65c03c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_543.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..042681047a8ac6b004024fff03466ed4a697f896 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_543.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_544.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a0b4f73cc25e33c26dda763139a45d67e1b78c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_544.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_545.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31416294bf78c03e059c0c64a6334d955e3fff29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_545.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_547.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79c4124211aa5e0a6c757efec1ada7b51c347df6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_549.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14cbcfbe79d3b7608d1048657e5f5313d9d37aa9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_549.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_550.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96a0cfdcc90c699523b7a54107c695f7e7ca61e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_551.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b06f8bafa130ad9b5b284017cf271f1c8a6ae27f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_552.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64594fdff5dfd526db593677192377d516e8281a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_552.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_553.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46997ff0fe12e66b93bfce331b11e5b1aa27654f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_553.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_554.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb8e3bb1dda0ae47649e078e3086610f3bd17ae6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_554.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_555.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f6fc7c2fae4f4b5cbac701d7d352a1ce7d9b939 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_555.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_556.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa9700cb27bd3e53d68fd8a036120186c7940fb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_556.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_557.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3aa529def8b44446ddd75f25537a1f0ce4f80918 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_557.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_558.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4031865d518b59a6010351187e0f217e6677c5ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_559.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4df50987ae461208f6ccfa834a7e7e4e6acfed84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_559.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_56.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_56.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f28c25a6a8c668c86b32d8cfd10fff9259fc3a6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_56.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_560.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7743ebe4dcbc27330e13199b18e0b4b55da11265 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_560.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_561.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a855dde48e2fb7d4a07b745dd93f6b32d0548dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_562.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82cd572ab1f35861dad59634cd189634042920be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_562.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_563.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c11d513b114257f37913737989be4e1a63c96fa4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_563.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_565.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8a73146b2e328ff80ad445b7746cb00585751f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_566.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..701d1ba70cdfa13232f5fa686f4d2cc8c94bd9a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_566.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_567.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53440676760653f8f6f837c957e4ae5bbc2447c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_567.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_569.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b55cc9d1bc73dc86b1b74c740c89b5c3135700e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_569.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_57.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_57.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48bf0cb3dc429a66143aa117b118b7f1809a163f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_57.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_574.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50e1a7be48812f830bf2f7e70171564e199aecd3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_575.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d354a287c3bb0d407b3f32273e49543708663cd6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_575.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_578.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0c7916c5216072ea0dadba3ce40fd2937f0f602 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_579.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b1767a48c10c51348fdc6a32aff84da0c3e6296 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_579.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_58.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_58.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c4171268a70232fae2b64a23144feb45b669127 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_58.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_580.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e402ccfe45ae649cd1f1f21902b677f212fafca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_582.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0a5a974dd748f755b39e7783fc7e2f1b849995c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_584.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad4b374f42a761b474fcb7f22262d06a4f3447d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_585.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce679db9e3eb5ceea3c0feb54b65866a5d664c13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_585.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_588.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..613b6950675e1a19eb46d8a44cb249b4d7d56a4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_588.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_59.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_59.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ce5485684d58ebdd134531ec365277f6263e445 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_59.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_590.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e27c0ee197145969a48aa6ed1f368b42997989a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_590.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_591.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e0b1d3796c5e0fe3139252736912a460637262c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_591.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_592.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13185fcebdae73bbf328c9929d1a2648ce3cb5f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_592.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_596.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ea1894b775292f78187966abab299e79d455001 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_596.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_597.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bba2c9b18325580d7163ea2e9eca058acea3f9f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_597.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_598.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a42e7ae47296f146c3b5f43ac10f423221b7d44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_598.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_599.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9016bae7fd0f0352771fb3c69f9663b64cf52f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_599.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_6.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_6.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad5bf8e98bd3654e0ba0df7977dd51e4efca4716 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_6.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_60.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_60.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f3e0e81a44a7ef5d10d32afb03bfb04e166270e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_60.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_602.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6f6c8da8559335437fe3a1f0ec04c01dd88d794 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_603.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b491a0a55e118fe60e2c40f68cf3cfd4504909b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_603.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_604.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19bd0f5e64b7dd16fb21827e007e8a5a169516c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_604.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_606.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16d11fd827b965d7205ba4cced7c5f01da96a447 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_606.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_607.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa5baaa0be16e35c1c5e2294764f841a85b97689 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_607.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_608.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb021a931e374c674123f8297fe7c2be84d01d8b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_608.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_609.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fab7444e07ecf5c3e178004756db0b2bcf02786 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_609.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_61.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_61.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21b0f3510977573d670a4e4f9ff46afe644e557e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_61.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_610.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56ecc31e4e7e26d19b572e347cf2ae4db4f170ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_610.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_611.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f368a3daee898a7b52915821edfe7ee93382729 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_612.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4df28567e4644ec9324c49f4e72df067dda931cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_612.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_613.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8dc724bcde8494da5bf96bfb05a62fc3cc018b3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_613.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_614.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d56d5dcdfa35b2ce14b0121600d5cb6667157473 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_614.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_616.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b16408f7618575bd8c615066c48be89f4b7b95bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_616.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_617.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c9d6af8e4a51ec5f8f6712ed50cb3cf0f50519c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_617.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_62.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_62.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9fe0b6b8f485a0f38a1bb8d0e1a37e12683e997 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_62.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_621.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2700bff24a1dece3df658cf087c5f3f3a236dade Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_621.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_622.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c35b7cf0e4d1ca03abf560823236c76aa6f82c54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_622.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_623.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd9f17a2fdc99eff670aff51df7f5f38b25d8cf6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_623.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_625.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90180a7e3600b1d0d2cdb6f4d5b78e1532ad9708 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_625.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_626.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e5ec8753bc83342ef5c98069ab492033010d690 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_626.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_627.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5476a3863e0d147e7071d88fcc7d14d53a179f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_627.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_628.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b5c2a0388d462c6ef954c8b46e565b610096328 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_628.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_63.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_63.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fde7d6a4d86e5273d182b449e7e3d5938909fb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_63.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_630.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39de834ba4cf56126580ae09b7c6a2aeb8b792c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_630.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_631.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ccf1f111d8ff8e6317ce95ae52206f404978ed6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_631.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_633.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14ee8fbcd717bdc96d93037834ffb1699cfd2b84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_633.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_634.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b14b5a107ddb42a082b1cbf7b6d97adace298cb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_634.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_636.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc3437019b8730986cc02e7fb1f245e371af406d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_636.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_638.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f022c82dbbfcfab1809cc081376ed649f54b704e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_638.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_639.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebb2ad66db1b69c851adc0a188856c4e3126c806 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_639.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_640.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ebd38b377dbff56484c4da4f244d6e25b18ab64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_640.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_641.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69f93575cec537487f4e240583eecda595a76067 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_641.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_642.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61b1c0d2361d21801434b0286041067e3cccf86f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_642.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_643.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e03f5da60ce43b56d0c36b4739ef76dfaab39c7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_643.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_644.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f40ae2786d720a59df33206e089bd31f0c408623 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_644.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_645.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01564afc33bd0a6aab64ef682089791fca4bb589 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_645.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_646.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a60af7fa6720475fc6a0861fa510ec575b896e0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_646.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_647.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf03febfb7b75259b4f3c5721787276a13b7a94d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_647.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_648.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..190e4f0c5599004c04d73858c2181e95279aa7c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_648.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_649.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff4b3c876c762a80f8fcfce1421f52a14889ce15 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_649.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_65.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_65.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9372cb57de0ef076c1d9535445b0b42de0b7426c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_65.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_650.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ffafcfb582180fec8869db0dd51836c6059acb8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_650.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_651.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2237e792911a20dcb7301375954e396a6b1a2206 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_651.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_653.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9597837ef271f6aa60197ceca823c150ab7022e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_653.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_654.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..188da0f21f19814f7887df081e1a3a8e6f867649 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_654.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_656.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d860f302277d76ba89709e5d2673897db62d369 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_656.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_657.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b2d41af03ecc10fff5cea4381270be805b0d25f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_657.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_658.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92a9ac8a8d80654862153e9838b8a957ecbe8ad0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_658.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_659.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b36f97365d6204563936028dbc9a1b27c9478232 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_662.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3704cfd7b2c5aa175ca46e5d6effc6bfbc9d960c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_662.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_663.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf9407b6e33ef0f1cff167c4fdb3d6eef523d6ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_663.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_667.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdafd35226aa9fe24cf535c511988f252d6c048c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_667.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_668.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba197afd724782f32dfecbb3e55612462120b88b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_67.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_67.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cba339b8f0d64b1fc5c6cce753672bdd6883ea83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_67.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_670.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc06228bbd36b0b47ada5f36e4cb3e28b14ba95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_670.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_672.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4756dfed961f9d9508a10930f122bef30042cf46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_672.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_673.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efac003dc814274a4a2858b3a9c4351197e159ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_673.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_675.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1870ff9f3a6be629c41920ea4f62428e6426543f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_675.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_676.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90e35d7fcd67208f707a529a40331782ccee1a06 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_676.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_677.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1dbd123ecb48bc06b82fe7ece651df45808c8a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_677.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_679.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47f2ad3e92c832cb6ebc79ed6d82c4ea4f947ad6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_679.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_68.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_68.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff9c4c252983bec11eb21162d649c21d0cc3d1c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_68.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_681.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..371e57ae8bb35909baac8eb9258f445b9677e920 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_681.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_682.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..773aad9a6cddcd3aa36faae3c485006001b576f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_682.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_683.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2443984c8d6fea403b23374f7771c09f173033b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_683.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_684.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5764877c04b75cc0dafe653ba4ac3f13bc962655 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_684.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_685.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..750cd1dcb90a5dcc242a724c8346647e9c0e13ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_685.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_686.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e96f08afd286ca6bbf660b586df82db40b456e68 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_686.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_688.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cfbf21df36dd85f0960f637c2984c674bac4f52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_688.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_689.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2eb3a1fd0f9facab8bc7229af2ca707ba663c749 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_689.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_69.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_69.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0893cfc84b94c1d8699df7e21a27074c2f1632da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_69.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_690.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9b26d79f214cf8768f2377915bd4a65856edf67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_691.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f89ac760928cd4b2495bc8937f6634ae8a4477 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_691.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_693.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22901e6312ad8053484e13adff9c91a0a94c3508 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_693.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_694.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8dda212a4544a9052f262684e8f44b22d793713c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_694.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_697.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..920bff3c1e6fd9d1e200313a86a35ff9858625af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_698.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a4f660d9e080d16d43e3e1c7672a5f15c53b330 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_698.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_70.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_70.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6be8ab883ec81e80270fc2ef8eff0eda3bce7c4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_70.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_700.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1c335fc26dfee88078478dbb9da49895217fb02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_700.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_701.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4197c0f11845be6864903e2f93a494241790c0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_701.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_702.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ab56a4d4c7b8a28cf9060dfa62478fbadd4a146 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_702.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_703.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b5ff81ac013777e745c2d12fdf02817db76da6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_703.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_704.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b23575eee5f33b3034dd22b483ec2c52154e0ac2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_704.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_706.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd2781ae3cf650863ec885d14f716e85877166a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_706.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_707.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..300f2d0f78e6179b27e302c326b918834f8ef402 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_707.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_708.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d5996ae50c806ee2a6cd98b3f9005ae09e1f572 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_708.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_71.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_71.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5c69bc95a0996b7990a45fb8ba3a7af46afe98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_71.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_713.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adeb269f5876a4214591c302ccec9f9b7ff81660 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_713.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_714.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c987f29a90b1d91a0653ffc5d1529a39a229c3c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_714.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_715.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e817815640b39b12ad172825dc0b6612befdce2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_715.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_716.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cc18214936e76d006914f3067b41a7538366828 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_716.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_717.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..130705282a7f2a4ef52e262af18b8b44b48208b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_718.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe64d124e96fef8f75a4e5499c05bff243a65429 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_718.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_719.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d550260b8511b779130814c483ffc15eea685fda Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_72.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_72.jpg new file mode 100644 index 0000000000000000000000000000000000000000..075508eba5f9c7f3d2e63e40924ed7e3977fc5fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_72.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_720.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcc9d39d1296feabfab088b669ce0f8c272f1ab6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_721.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bfedc3f933c3bf441e81ef9ea9bd4c716a84f78 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_721.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_722.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7ee439313421a9e15677cb87eb6affc232751d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_722.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_723.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a07fc6f80f1b044f787358e18e430fe9f1dada8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_725.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04abee45ffb9bee2efbf21af8a35862a1e98f6f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_725.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_726.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d9eed6a89241c3b6f0063b2238303b37afd44c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_726.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_727.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..549b224ad63b4df76165743d9153c54ab106f8d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_727.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_729.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2caccfcb0fade74ef7cd74e8486a88220f47e59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_729.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_73.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_73.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04be96651a514574d2657ebdbb564fba8ddd770f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_73.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_730.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d211905ea8226d903c9850899838318d305d491 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_730.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_731.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..441ddc85ff0adb3432337e49110f6b56df70247f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_731.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_732.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82248d8d3759c0cf55a86a90615d19a10e6c5d07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_732.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_733.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a53e169c7baa5d616bd3e96e49a7f628c454041 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_733.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_735.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d48fcf284d1d87e4bb5398e1ff306399fe1b5fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_735.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_736.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d60e1a49470ca3e50e53cfacd01efbb2a1ed9b89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_736.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_737.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f886ba39f41f290a6ea8243a1fec841197836bc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_737.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_739.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..817cad8acbaaef862f45e47a887ff706e03e15d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_739.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_74.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_74.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a72fad323af9169a75e9e59641d373e8a1f7078d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_74.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_740.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c931fdcaab072a689c8342d800c5925da69ea8b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_740.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_744.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6a71854e57b9102d474a89b62e015b251f258ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_744.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_745.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60d65d3bfc4969c7efe9f5e5c4e2daab5d3f9741 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_745.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_746.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b2cccd3027aa5fd6f5be54cd8a1a439aebc6ca4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_746.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_747.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..374266b515ad1ae5931bdc5bc2b3e1146ee9e54b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_747.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_749.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e15dc517ea3153d2003b06301b5f7f3a922b956d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_749.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_750.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac7a2103d4ab1b30d271c409e6908e1ddaea06f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_750.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_751.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f967bd2c885b4abb6e234d1ffbfc1f8a76663f42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_751.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_752.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d065f76bec8fc3ac56a4ecd7febdf3648ebb961 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_752.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_753.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b259212bff57d4d7dbe1e3ea0b92c71ce2f5dd6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_753.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_754.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6176dabd9c02d63834c99cc2dd2abac4b3f5c1ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_754.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_755.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61974e8136e6e74dd26813f925108348b5677fb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_755.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_756.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b989ec7e3599d556dd62fc67e2e13ec2e9e9e623 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_756.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_757.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7d3234eaecd5b986c3001acac8b5b4a9a37ebd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_757.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_76.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_76.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97c689cf519878b44f4d395776393024f1c4a254 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_76.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_760.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92353089392a7b5b8b77791b2ad56f9207ab3cb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_760.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_761.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177ae59e6b379f2e101e3f08d8b0871477efc63a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_761.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_762.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8c611522e758de21eb9c7be61a1b130274a5250 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_762.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_763.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71c8e22e7c03d739e2d2a5c563cde033ecd2e119 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_763.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_764.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fd6493921ab7534d4a08b05dfcb970574b75d57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_764.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_765.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff7bc402e5253b434a6d540f97f5def4b6727bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_765.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_766.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ed68e596e295f8db93fe13c815a9aaa9d91d0ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_766.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_767.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fa34858dacc5eb8bccdecc551e5637486e720b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_767.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_768.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8073c448460a148ed717d4c390b77adb4f63efbc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_768.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_769.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67fa7b829a50c1d1825ae12e88b1436ebc9030d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_769.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_77.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_77.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7511a2c352075af8903cff9cf9b94df5be8a6eae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_77.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_770.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0268a5d9e1e719c61c2ddda080964cfce418213a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_770.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_771.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db82269ccc2c20bc4132fb5b1b24858693753e69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_772.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..272612bc8f37b4a0e6269275b95e1c776c3309b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_772.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_773.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b846073797a2dc7fc7d640883b34a906d00b217f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_773.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_774.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40d4da5735abb59555751d5e930d84d9d904d3a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_774.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_775.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..584bbfcc9f421b3e9ad78689c45674401c6e9476 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_775.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_776.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05ca3c82e5b3c27d8c7f6b50bc4f47b84628bd37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_776.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_78.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_78.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07e7903135b3eda83372dc9886dea81ab7192312 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_78.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_782.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c9d4c175c4834ad223da7cb7e8c9720612006d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_782.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_783.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bead27eb607a83f80a69a821ceae2befa7f884d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_783.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_785.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9d2a5c8efd3346c905d28d5d89e5a25b5df0234 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_785.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_786.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55bf1b940f61d944e7df5006dfd6ef62cdcc5fc2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_786.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_787.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3c9f17637c91b090629bd3f59f4edb35a051c21 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_787.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_788.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed1f26d64087220794b76288cb47c39cc34e02d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_788.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_789.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1d2e83ede2fc6df4589dbd4a4eb40bcef30789e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_789.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_79.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_79.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d0238efe468452ff5dba2571a0dfdd62ebb50d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_79.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_791.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68652fb404ad76e77fc6a1509e88bbf6c8e3c6fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_791.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_793.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54d942c2e367955a5798dd7850b584b4e97cca91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_793.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_795.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c51b75f948dd97c2f7019a0a7f885b98f118be03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_795.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_796.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b868ada245e946103393c4d85dd3785a740830f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_796.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_798.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c41a421ac41fa2058870d73517acb118cf181245 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_798.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_799.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da0797fa65a6b172eaa8c2cd5a92ea2a52003f57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_799.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_8.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_8.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f94c6dcc46625fb2929c514e2ef08f5fa5a2a4b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_8.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_80.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_80.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86a83938dadd2fad93be3e08326ba3d73e8dd0aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_80.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_800.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72eba4d1c68f8bde9a0544e4ab3b7ffd8a2a1195 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_800.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_802.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..782d0c05a19e678228db2f8de2374df63ed5c232 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_802.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_805.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ae5c9f9cddc00de894fd376515da5d8e70b7e1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_805.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_806.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4708054823f293a8c3aebd25ccaf6653d47cdae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_806.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_807.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc8c9b728bb1408ae601f2184d40a9a28d90866c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_807.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_809.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5277d8eabed4e20f11537b76aa1eee6257079ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_81.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_81.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab66208a018cc41fdc477095c03141dd118c946e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_81.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_810.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..119f7d6514c08c31499f0f14c97a0bde05769eac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_810.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_812.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14473115baabe83c3cb2a566321308b7ad4c72fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_812.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_813.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5efc7eb73528e966c61c360b94f039dd7810a9f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_813.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_816.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..125126c9ff95b126e6f3f5e4d1c445f3969b0132 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_816.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_818.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f83e648c0e068d4a4be02d1f70030dc0292a30ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_819.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4c921425de1ec4323510e10146cbdd77c5c0851 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_819.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_82.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_82.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d4fb014d41e18bce1c3f21b184d5973166f204 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_82.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_820.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7793fca9641f46206edac6eb0751ae5e4226bfa4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_820.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_822.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7398fe1ed73fb029d7466261c34b10e79bfa8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_822.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_823.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91d3e755d534f52c8af01b1500f3e880279013f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_823.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_824.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3f964bde435beed6e334ff4d97ec4c0a241a5c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_824.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_825.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80c01e5af5337f8a95918cb2c7d11a92c29c9480 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_825.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_826.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0df87c3571be18c7bb1deaac720a93469733ac85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_826.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_830.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c20d2749b3de93bf2bca198d8bb081e3114224b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_830.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_831.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08c3d71b25b898863e158b29ef6fdcbcece647cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_831.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_832.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb934c5a6e7487f846ee615d80d9c7f4ec4654e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_834.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..640a6edb8d67b64beae27b2e18e5507e215afb24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_834.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_835.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..486f49c45fef2a9d1d96b33de24988e19d52b6b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_835.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_836.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..076186bc5a5a5a6a98dbefb6839a0431438b4289 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_836.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_838.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f27d2b304d919adf4256c0b96a89a4337755591 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_838.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_84.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_84.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5674a2188d2125cc6961c3a3050aa135d370b14f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_84.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_840.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dae67fac43bf36a5b08b85b688b0bc4b8a1c2e82 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_840.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_841.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49b4752dacd1ab2da8b6de1c6a4eb067442ad8c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_841.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_842.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d50baf42dd2c145661b606fa442bf6c6b9004bea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_842.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_844.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3859fafd27298fdc99b36c7070b70671d4130a88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_844.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_845.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63f47a443f9fbd66be61b68ed7d12160432665e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_845.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_848.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11b089740572492103a0db92e3a3b8bc45b162ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_848.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_849.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd1136d01685947725336ed0584617abd689e8c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_849.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_85.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_85.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17282996614e24cf14c3cb5331a852ec320860ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_85.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_850.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..318b12b35b256beda2e4ed28a197c0612377909a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_850.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_852.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efa8e10db6eb3a0b7b35f045bcc7ecc77ac18632 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_852.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_853.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b0568e34a4073764a6e878cc5eefc1f73228493 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_853.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_854.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8d34bc26438909c34d9c02f5c5dc1d321262036 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_854.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_855.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69da2b200459adf0277e3cf586a017c810b597ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_855.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_858.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30af3720c2692384ef142eeaa83f978cc30d7ca6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_858.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_859.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ad35d50c719c609ace3ad677b7ac9668a4af6c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_859.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_86.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_86.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3454120c35ff2fbda9bc80a1c19b30bcac81401d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_86.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_860.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71e840e1b6c031dc6ea95a882abe639e915de733 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_860.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_861.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a1cdf272210f0718a664fa91886f29cb461e279 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_861.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_862.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c24e6f0cc208ba191507bb0ed10b2bff0251f7f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_862.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_863.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d174f5a950553de12c936e2a40b141ec879a0faf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_863.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_865.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47e599bd19909c7f75dd075112705222d9c9f304 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_865.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_866.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a6763a2ba92a0faf2fe67a9aa97e9ea8ea0c063 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_866.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_867.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea90dd9b1a959b2efd0ead43d01223394c286a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_867.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_868.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15512695ab062f0e2e85bc9ec91c5a60e474ad71 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_869.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38abef4b5fb87d60377c69122e71cb6baea6527 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_869.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_87.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_87.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bdd8a5897ab89b054cacf736cff67bdc048522b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_87.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_870.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0733851455fdc4554f1350c3ab30b051b2735b9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_870.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_871.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d19343062245aae898ba2e5b8c8a93b24d44cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_871.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_872.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75a714e14b84c9d019df51c7d21f3209cd0f1621 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_875.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4cd2437f5a26f272172e7387d0116c9ee21745c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_875.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_876.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a31ca3df04b6b09c7dde50eb6334e63ef8a4588a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_876.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_877.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5bfbbcd5ffe131331e19fb71f9b2be041a6e523 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_877.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_878.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffd9cfb9cc7e9bf75958b09120a40263c88fb5ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_878.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_879.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd4f0fc7049f2c3e0ea36c1fdefc78c8e81e66e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_879.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_88.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_88.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e0285ce9f0ca0e4dc44ef7664ca9250d67e8f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_88.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_880.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9e96f5f381717b218d766c17049cffb53a39df9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_880.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_881.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c729a0b317342ed5b06004410f9dcb095ae01b38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_881.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_882.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec2c3e86686f4ac6ea70e7431f7755ce9f6fe5e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_882.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_883.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c22eead215cd04a973d262d3f1d0cbd72fcee413 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_883.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_884.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09d001e4e9fe4c06f5d1f53b655715ef68b71f40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_884.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_885.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af15ada14a5b8394455637d2d542227519ecb373 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_885.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_886.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f0e86ddd73cded62e31d1c925fb77478b7f23aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_886.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_888.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7774d38f905418a398f5a2cc37fc694b8203f45a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_888.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_889.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2b517a139e1b2559f4b45d0a4b9148eb28e231c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_889.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_89.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_89.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ce821ac8b7897c29dc807b385a480a449f04f25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_89.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_892.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ed42757e1c8e504ca57be5a103b7dd96c355e01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_892.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_894.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..549b9ff64c3f067638c6952d014a444793160de4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_894.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_896.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0428cd5d6d5739b16c79db8a08b652cbf5c14c6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_896.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_897.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32d608aa023bb5e99011686dc043404c52f36128 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_897.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_898.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..953611d2cb286313cbfbba7cd15b47a2942a70a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_898.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_899.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b837157d8c5e5923a66b4ebeb827aa4dd08813c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_899.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68cdacd7fee27114b8d54f87f9d6929c32d30b38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_900.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a33f3880b39339f79baf3a4bfbb0827237e885 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_900.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_901.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac74a168c60003e52bd3e5ead62cd51c5bc7506d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_901.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_902.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cac0a2c47bb9a0c64d35335293076213fe747e11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_902.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_903.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb16798323a5697858753d003378043a5d49571e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_903.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_904.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c54db98473c6856a1e3f140869961aa53eed07d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_904.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_905.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14dff9b035599bf7b062390434b26302b79af7bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_905.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_906.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71633586db731f18e541e549249360667042d107 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_906.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_908.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0572ac0fab0bf71e66ed58ab76f982f4249a2d54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_908.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_909.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc24327327b7bfa0bf9ca5087c7cb845fdbf2f60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_909.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_91.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_91.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05c70d99158894027c0dc3d792dc158505311651 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_91.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_911.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9904daf85f740683f57f952ca9c23464a07f96a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_911.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_912.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42d2c4c1adcb6eae8c47d9cbd09aa69f4641f16a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_912.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_913.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c634777b7a4b9df4e24ada4aacfbbfe8ae1484d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_913.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_915.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1a74988244d6638fc130f50aadb0e330b1fe83e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_915.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_916.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13b5644740b2f5784f22466199dec0dea634ca83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_916.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_917.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc4cfeccefbbe6e5596e3b7d2f1775d26183db30 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_917.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_918.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a05114263e4cfa479970b7bd67f82444bdd0010e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_918.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_919.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77de008c526cabc6b5d99b24086c9bf4d233ec47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_919.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_92.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_92.jpg new file mode 100644 index 0000000000000000000000000000000000000000..585e3e8dfd60b65b491207c8e765251e447f8e1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_92.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_921.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c39d7e20a5bf2a88fdf2be1a050b2db4f2caafdb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_921.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_922.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c62781b0935da2054e1f717fc2ec4f44d91778b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_922.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_923.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ff62e130a6cd9947e1c3735b9c0cf1b59906873 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_925.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cf1b28ebc6248d2ae1971868b1f80077ae6c758 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_925.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_926.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35aab8731e372f5b6ec58f2eeda12f9ad7bede95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_926.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_927.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0971d1950bd4b518158c934919bea81dfbe1dbf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_927.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_929.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67109ad27d8f7cddd575eb90a6394e4c73ce3b5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_929.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_93.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_93.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e7536184313aefa33f59bcdb8729a7d37b8d3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_93.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_930.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c53240f1be57b20e3f61314d2c5e81c01360140 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_930.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_931.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f4c927ef7699e9429cd75008c4e91cf62ca117 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_931.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_932.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a57ea051d52dada95428a4a9f1d3944e0ad45b59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_932.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_933.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7ecc1d0d22c569debab73d60efa4f46962ba171 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_933.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_934.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..160bf1d3747517a58ecf5f477a39e2bd0404420f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_934.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_935.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d8f4b4aeb8422d5fc57ab5045c555fd7a85801a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_936.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8548ca4b5ff4e49fcaa759f9f1b3709ac8237009 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_936.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_938.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..139145951a2901bbb14bd1b1a9c931f7ba85bf92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_938.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_939.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..091d83039634d54bd37862ca810d78e8d0e17828 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_939.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_94.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_94.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfcd6f2f36391c0b7a3a3db36b198fe538a97d09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_94.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_940.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..098f876294616421f71504ffa22cbf7e7c8b87f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_940.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_941.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cae21899dbe251b5975929083c1cc278cb8f3ff7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_941.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_942.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a5082178d4c25fdf7a1480c56dd65e68c1fe924 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_942.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_943.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..baa57f73ebba6082e53201f421321c2b6ff30245 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_943.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_944.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1978bf877c14b600b562fecb92e58afdbd582df7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_944.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_945.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6db64f310ad0d1e504555d6be993d629c41ed6f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_945.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_947.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bcdf19687d0c6d712d51d02f990d1bb7bad9467 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_947.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_948.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab82d5c2015dc410a1cfd387b9fecbeec7ac1cc9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_948.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_949.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2383665ad0620d3642104a8eac219d8d6d9c1690 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_949.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_95.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_95.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed046b597f34f62c68360170e79e4fb28c05989e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_95.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_950.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46923dbd552c163bb750570eccebd79e6d8b81d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_950.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_951.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be87cd964e3f0a12b292b069c96266c23c82fd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_951.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_953.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4055906d71288a0a5a570f45095f560c137f9f28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_953.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_955.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e861f44bf9ada752593a3845707a43bbd9051fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_955.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_956.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dca6aecb2b9044674f3214479f4a98c320866fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_956.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_957.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b77e13f384ba1b3f58177fc7fcd32f3d193987b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_957.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_959.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdc30e66537939460b4cd912f72e1944ebd7939f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_959.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_96.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_96.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55b452eca82077ba6bcba69ef2e6722dc0443644 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_96.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_960.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0ac3b1c915b2e508b797132c9716b5d7a0c7cc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_960.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9605.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16c086c01b64e2b41421ee5811e3e6cb5cbbea5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9605.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9606.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7680e1deb86b84e0c17964e4f817ff37411c975 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9606.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9607.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eaa00416988741adafb6633ee1e430e274120c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9607.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9608.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7bd54539954077e39fc7e4a27528ebec1d91d5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9608.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9609.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ed12aa53f15ec08d7c71fe66eb52e3dbad9ecf5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9609.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_961.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68fd0e0c6d75869deefbb3b4ff1025761d55244 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_961.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9610.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..926495eceb6868d0f0d79c1643a024b9d02d7284 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9610.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9611.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d23436314e3341c9a1913359b57d1b9b8fbf7a96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9612.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..529a8420fc9fd80a8bac1ade52f48867476ddc65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9612.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9614.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7a1c8a765ea0d619430ff9cdb7c4d23f6345042 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9614.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9617.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdd321a1873a6605b0525cc39d0f7b7e716fa2c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9617.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9621.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4609dca44d86935b2e0a6d603a6b5965dec34c3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9621.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9623.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..636d38aa7a9ddf1d85d4bece0463f9a2d81ae565 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9623.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9625.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e32fb5fd6ceed8964e9361f65da3223d0c32934 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9625.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9626.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d72e04a423d23c60f3467c185b6dc3b18a583dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9626.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9627.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..771362d02adcfc23666cc0c30ff8b95ba970f076 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9627.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9629.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27dc5737e9d72c97f988cd56e0ca53c2b8d9fe02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9629.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9630.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47e871a92ec240f6564fd9b2edb6c72a87cd02ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9630.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9631.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55559fc4dca4d3f112e0738df4178d6b0ae62e2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9631.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9632.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ec1c6bcf4347d8d1be02b1702daacc00582d95f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9632.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9633.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85ad426a4b42c34ad29f22e9e0df318418197009 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9633.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9634.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bd8760aef25ac18c6707b8b5af33b8282c421f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9634.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9635.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a40160db09c77eede16dcada9fd914461acb6605 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9635.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9637.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb4f6fd8959bda31fddffdc86aecc49dcf825a18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9637.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9638.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..587b775c0b6aa769114d606b8d2b6528bd34bee5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9638.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9639.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a91831091a08ab9be6331bd3013831e21a2d131a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9639.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_964.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8f5e3588059fcf6ff4ff732e16ff4cdbb486b0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_964.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9640.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf8f0b2e6b761c30e7a9732ff214e2518b4c006 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9640.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9641.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ae152c19652d378b2d2a50964552bd37a12651d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9641.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9642.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c42595ac1e8ee4c62e677c124903e792c419051d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9642.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9643.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0c73131e2b4e0bb52f2bdbd37c57dc399b80fc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9643.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9644.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30a6173a253939409797983669f05e2f7d175c0a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9644.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9646.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a284d7de05be0676680c30579027b58d98682715 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9646.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9647.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6759e864b899e684ddf3cc3d38414b16d73ee22d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9647.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9648.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edede8a1b5efb374ce8063b6a0f97df01eec55f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9648.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9649.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af362ee278fc26978a5b200e5dfde9600a436414 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9649.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_965.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b7b4a9e9ddac2ab68cd82656e0289c99332d766 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_965.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9651.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..814f7bdebd25727be5d86906bf4bf9d6bfe02739 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9651.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9652.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80c4ff603583cbe671bd70099de27252f1531e15 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9652.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9653.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0559cf35b3a762570eadc6dfc6d5acb5b53a9bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9653.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9655.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2893bf4dc8e620aeb94faa04b06fdf2a565b7dc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9655.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9658.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96d5647f9d574d7a1be35a1f01acaaa30544b3b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9658.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9659.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc6f74da5859ba80c9b190c52d6b093bf65170c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9660.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5063a3a460fc6a2137d41785167dbb17189efcab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9660.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9661.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5255b012127969c83f13e543e4cf6648c85d1966 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9661.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9662.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d39529ebcc5e5329df67d907ecfc6f88f344ea4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9662.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9663.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eabe4c7cb829eae3728c677be1d1920522e2ef5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9663.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9664.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b0dcd39d1ba3e51df5389f19d2554780c506e2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9664.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9665.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c25503156e9bf1b43c006d2fccede4a2c98b286 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9665.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9666.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bd7505f8845bb510d8915ab4517d53860a8a567 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9666.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9667.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0939bcd0be4e2ada2a820c788edad0b32e9ec60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9667.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9668.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69696af857a867697f824814a53b9a70adefb0a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9669.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff1b569462b18b43539c49daa1ddfbae2d945ce3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9669.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9670.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9d2418ae8c33cf6c55fdd0b31fc0c3a23687d31 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9670.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9673.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f305a99da4ae642dde6e0417c728fc406f87cd3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9673.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9675.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cb430631493506c1caae9ab4b32d14a73974467 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9675.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9678.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3bbb0eaa87acb2823cfc19019819964110eb793 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9678.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9679.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..725df77ed057c87482733982949df3e9c5d770ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9679.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9680.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ac0af8d61b2c3ebd39405062c1148b237de3ff6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9680.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9682.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce659ea530786a6fd3ba7aefddfc1addca608ccf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9682.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9683.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a43278945b2aa42ccc37296159eb530f409fd2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9683.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9684.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..828c609ec2ea21f98cc99d40a5dc567b3479b006 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9684.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9685.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef810d1c222945d176b2513a3cc80aa02fd493ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9685.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9686.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce91872bd3e02c6fc35559d85718656fd0eda09e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9686.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9687.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4689abe921850f3816e4756e7dad90af4616c80c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9687.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9688.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f070d63111469aa4a23cd8a8c12592fc8880e076 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9688.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9689.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86f9efbe8031fb459854d94ac92f10188f3947be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9689.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_969.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe00b942dae4aeb6d705e271e1d98cff97c9acd6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_969.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9690.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..761af121d5ead165a9b917a1e75e67d94f75507a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9691.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6114f99e1a6331942b87e7f93ca6121b74cd6319 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9691.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9693.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f0c6cb21e1f98f21ca23346075742ecbe2cc748 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9693.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9694.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ffa0439875624898d072f06899d7000e8d997c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9694.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9695.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed5cf378a9b58eed8eee157a28836ba7f33c1a21 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9695.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9697.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87fa75354959511642f4a930bb858303a208aab3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9698.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f6924dd349b825825c208682919a7a34d623f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9698.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9699.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b71c8f653103a725d676b5d837f72e06b1bb137 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9699.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_97.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_97.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d575986a3dc2007859a44d47c66a0d058da6f56 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_97.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9700.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d740d883f5f40066c5183f7ccdae570ce8e445d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9700.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9701.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bcc8aa57af4c8252e2ec295a9f6f9f5fb82f004 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9701.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9702.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e82b79aa63044d003308ae0f929ab8deed9568a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9702.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9704.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582d81cba9e6950a5f9c7bf4330a90a5ec30d28b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9704.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9705.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd248fd114019e7e48b681d20933e4ad5919cc3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9705.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9706.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7778fed6c656c5344b270ec4e751d052db41df3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9706.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9707.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c6c599f9a09db879aa4f98f33c6716e821a04db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9707.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9709.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a77eeab9b08f8ac7dab07cf86ace74115ee143b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9709.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_971.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c138683b457b21cad6c5b6a9f01c4e05a3eb021a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_971.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9710.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a742b03fa8402189db13a1c82a561f216f7c675 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9710.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9711.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b09b866185a80f61a5c5b8ec7b10a55685c3ae0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9711.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9712.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0365a110bdebe72ea197ccb2c575a7b0836da3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9712.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9713.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bc7200eff9927c2563d19a80eba5cc7cc06f4b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9713.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9716.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..230733e51dc87d21c3d1ced00196af930d784237 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9716.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9717.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dfb066ad28604e5af3b6d332f144635d0db34b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9718.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0c10cf3883e1975384000bef944226889cfbfbf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9718.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9719.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edd514f2d19588317e232f1dbceb154d458991b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_972.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f48a657f5fbd162a73166054ffdc5fc00cabd8aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_972.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9720.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c894aebf78c33a0215c211c1179386b1f8166c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9722.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a4354524e6e00ef31ff58445df155dac9533cb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9722.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9723.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be8e736edd1990fed996a4e57f4b35b9de1e4ce5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9724.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d53e5213b014265f0916cb35b5f8723933337417 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9724.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9725.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f0619a60e48b78c705bb8cfed93e341ff86b18d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9725.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9726.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bf2a9d186e9efdda59f7d97df6bc28a3469b3b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9726.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9727.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0204319876c9834c0e8fcd59b81b6f0d6a96cdf5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9727.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9728.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d1a2a39e4b1a64149dad3d5f12107f5ad1b9d25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9728.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9729.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68b6f9c0811916f2e07b17ea50493adda2343081 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9729.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_973.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d349d8308d26b417de9b665a3e5b6c0b2b93fe9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_973.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9730.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc695235882c4acfc35cf4aef234c5d1171c8226 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9730.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9731.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57cc43fbe39533e2826af5fbf216d774de6a97f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9731.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9732.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b2c9359ad1963607ab56387eb2161b95cae0faa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9732.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9733.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ab6cf8b31f1407e460fba36df0658110d9fee05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9733.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9734.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c8d362e3c48a892af245a390550238bad597612 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9734.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9737.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdf84057b33c64f1c786ed869859ee1f8e0c4295 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9737.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9739.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9045e80bf36dd4dcc02399e6836faaf1dc2c5955 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9739.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_974.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c6e3782948e6be4ac3388dc643717ebf0c6a1be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_974.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9740.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6bc38fd86f9fdba096741dd64182028deb01978 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9740.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9741.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36fc9b00f061f73cebdecc8a30e3a3691526a76e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9741.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9742.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9b7607a5f3c2907f3c2cd90794f9f632144ba11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9742.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9744.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18fba310d4a8de6e18a27938fc8dc4ec371412e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9744.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9746.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c16a172d8b9ea8f14f69fc691cef10ec4fb401a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9746.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9747.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b5cea86b305eba87af6e003985b122451e7a065 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9747.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9748.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c07718dacce19ef211860cb3a3d8ff17a5b2da4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9748.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9749.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f56b5167f786d01cf4687c9015b6d6a764e6840d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9749.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_975.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..387761bd5d49cdb883c0891b826039ecd9f7a14b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_975.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9750.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0102db9059337406862ec20a7339cf951ed4422 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9750.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9755.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4c890ecf0e8b81e31ac287d26f73e0470102f3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9755.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9758.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..962033ed64e70605793be6b11d9be562d14ede1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9758.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9759.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..424bd3e7ce530ea9207cb62aa646c02f93aac9f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9759.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_976.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc487400d8c0204aee9c9009b574e3b414100715 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_976.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9760.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f80f39c426ed4cadc9b6c3365db1a1a978e703fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9760.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9762.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63352df5ca561ff79743ab27c238b6fe9f6907ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9762.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9764.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..670c5b4692b3bec71e83a8d195311317bb4f97e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9764.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9766.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42bbfce689e370e735f571bf644d9f571be29d91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9766.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9767.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be8547122c1a0e188c8bff0f120a4b7f5cc34cec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9767.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9768.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5629ab2f7b467a5549eb49c914c2298b70e81316 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9768.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9769.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45178e8d8b00e4d9f4288370b8a30ae472659e83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9769.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_977.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..860aed663b842544d3035c5b56c0570df002405a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_977.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9770.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bbd3fa3cd5abe5fca4bd604c8828df60a58a6ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9770.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9771.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d1ba16f28d8750e2cb70e81af3eafb3fcf2159b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9772.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ee5aa29d510edf4e83971ded780c624e3ad0289 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9772.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9773.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a2018f6e65002f125d373d0b53d41953d51a40f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9773.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9774.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc564d5ce45a7d8761b6deade12815208de6e9d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9774.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9776.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bba3319c14039319c94d9d8087eec648799131a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9776.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9779.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dfab7be5c85da48e5af65e59eca8f5e5d726f10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9779.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9780.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c8b32d8feec78e22a4296fa6d9419df7278b67e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9780.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9781.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..badf48375c9eea224c025e611ee3c0383fb4d86b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9781.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9784.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46d07a45c38f9697f2c5d3a277c523415c12233d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9784.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9785.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010bd47a0e5d0e057bf1f0801884390d8da9de08 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9785.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9786.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab9810b571aa66aba1cd4c8bedf65ca55bc2d707 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9786.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9787.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f79b159c17431e769b287442f63316af860c0d13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9787.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9789.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f7d793a6713d5985cf8595d09900fc0a6361828 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9789.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_979.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f701ba386a4787dcbf01658467366f9bc8ffc43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9792.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad52aed1fa1b83d2bab79f0bad0ca581550382d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9792.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9793.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fbe49e2df66d6f85603049e004f71fdc3bd4b3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9793.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9796.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79e26e37b1b74677099ec13676f8532a1f3ff396 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9796.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9797.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d10261a258d1fb9e53adee8300177880b0b36eb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9797.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9798.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9387c4c8673610c5cc129cad7b35c92f61bdcc8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9798.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9799.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..819d0ee28a1503b2998baaa83204395b82db5aa9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9799.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_98.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_98.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3fb5e73a656302eb1fd0f8fc5582c0f5a5a1aaf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_98.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_980.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68374a8ad901e347ac27a1d5ce7f938c378e6c50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_980.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9800.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f445d91098da0a6d06945f9d266414f0d7a5f6aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9800.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9801.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d980fd07b0928c3b6ad1a774b8a6308af97eb4d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9801.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9802.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7cf2405dd2ac6256652268a3d0e8060a091e508 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9802.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9805.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4194c63ef3a242b51638124a6d81466fc9d759a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9805.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9807.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b0c123c45738bcafab20d4bfa4c6d95a170a6ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9807.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9808.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff7787911bdecf592f31adf0cc21daf88234e6de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9808.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9809.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22e9fb38572f9e783347fedefdfd7bd6c3a3aa88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_981.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2465fc8661f825382f4ed87325bc826d9eb5332 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_981.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9810.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a7cfcc43f8ff5c3109c541c36afa376cf635ed0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9810.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9811.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..876d830ef765a6ec4803bc41590251c23943bfc6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9811.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9812.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f0ac5c22024bacbc32f77295519aa345cc88e9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9812.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9813.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26351b21db76590711901f1c2c0ee45722ef3572 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9813.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9814.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2bd9a6cce6867c885c3ade250bebadaea1a32cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9814.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9815.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..def0ae6c65cf3cfd73784b5df33349b943324894 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9815.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9816.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcaa531d5d62cc2a0b03707d43a26ed83cc87fb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9816.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9817.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df823ad4617f6cfb1fc86232bfa6ccad2fd98089 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9817.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9818.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87e7b6f212fd426919212713794c7ebe3ad220d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9819.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d67aa177159f675231a587df45bc9e012ae2e92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9819.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_982.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e036a092a06dcc9974197e455ee6c09e8b983dbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_982.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9821.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ef935383600f2701a6b1e3b88902f0068344653 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9821.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9822.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..937b77ce6735d97ac8dc8c08f2da0dba645e69d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9822.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9824.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cdb83120377eecbe47ad87b783eeada26376c19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9824.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9825.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ace59316d3a3e463c31b5da07d1b2a34a9e6219 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9825.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9826.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..228e034958f79faa5dc5a9c301dd160b7de15cb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9826.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9828.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..509b7e36afb5e7eed9c414204792ee3234f997b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9828.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9830.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a4416ca2da2e67c8dd0e9335e93be6efd47accb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9830.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9832.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68015d5b82ea43ccc7b3292734ae8a147018aee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9833.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..713d1c6bab5d4e0edb51a66e71e969ef10d94460 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9833.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9834.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..281a81567066efad6ab90a1d742524109d909a9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9834.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9835.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc80faeacc3a133ba8b04fd19bd71a049dfcd5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9835.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9837.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9138530c936c8da274e22029969b1465395a831b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9837.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9838.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1704422a080deebd2fbc668fc5ed40ea438412ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9838.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_984.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66134d457daadc3cfb4c1a0a0888aea6c268cb82 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9841.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3c47dbe7e7d95701deff98c5d2e8b18f5451fe4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9841.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9843.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fbd3c7c4ba6c1bef557fff26ce7b49323b800e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9843.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9844.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72dbb1ef4231108197548b3284f3de296884ea6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9844.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9846.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa7c78f091ac743792485dbb494f969748801dec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9846.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9847.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccc21338f1e1bdeef85ba34141ed30644823286d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9847.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9848.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57877720dfb88b07866b6833bb129b37b8ddd8f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9848.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_985.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d6d441f2ff7263dfc2d8e06d727f5270dcac9ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_985.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9850.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..662f9fddbfd724f596c084645b7f8bcfd59558a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9850.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9851.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd622ec904f086a04ddc6941b869348bd4ba7a70 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9851.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9852.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53031abc52ef02539ca02219c2995193a771ef57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9852.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9854.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f145c7428ec79b1599971738ee3a7d8897829e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9854.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9855.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2c35802d855e25695036d827d0ee10d690a72fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9855.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9857.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0cdefc1fed16c7e651bbb125707330d535c7729 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9857.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9860.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9b39cba5d38980b04abf3af1755af3f60923ed9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9860.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9862.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63e1b59e4bcf68d89fe0ca57b1c8da6a3327b0f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9862.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9863.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eda50395b16ec42c117abf22e1dc3c6f40c357ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9863.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9865.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56c2115ddbddc7a24b5d0f7c951ab7e15a9b640e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9865.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9866.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a7f6b641a1fd0648e2d93e5b0fc1dc3e6b8c613 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9866.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9867.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f7ef9a9721cfcc7022eff7fb86047c5810b97d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9867.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9868.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dae15a805a3043025fef6379cf39ec4881aecd47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9869.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d3f6bf2018eaebf029dcd9b2693343c34dc77ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9869.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_987.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d04e094272043a247db9aab18a2c133ce1b026d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_987.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9870.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..978d2931b0e880aa739c2cbd5dbccac0aa9356d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9870.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9871.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52048b914fee57129bbd6f7fec826a631db239e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9871.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9872.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ede4ef1fd1b401e2e1fafeb127915309cac62f7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9873.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de29f7bd6a15407753bb19a1917e943811fa28f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9873.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9874.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38ee6694791c2137eaa334a99d42e7d9453b0699 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9874.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9877.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..765b63656fe12ff9a5e545261a72bd85a7d921f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9877.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9878.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..036bc24173fb74e9ad043c8493b608c580cfb08c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9878.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9879.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1a38f245dd80f38cd6312700038b4eb57b06b14 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9879.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9880.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1734a28de076d59baa496091943ae9e1b874f169 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9880.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9883.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7e2c1f954bc84bb2efc04b2b3886c89a27637c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9883.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9884.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccee9e27fef492dc3647235f7f1ccd4ed4d06455 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9884.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9885.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5faad62627f70bad6d6a0b370cfae8908221bb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9885.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9886.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55403908a4cc4d097a29d3bc9b64b9211b9cc30d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9886.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9887.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c3e82e6c5ba2d3d9cf90fe1174269c79d9d8973 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9887.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9889.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eee2e82dfd72945618a8195b37e3547c0229a939 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9889.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9890.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..206956ec59d3b1bce43ede091434de90c4b1344c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9890.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9891.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90e22a2d6ce2a2117d32a79bb23dad8c46d7ea73 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9891.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9893.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b036b90184ed3c8c4fb164058dcec433921653e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9893.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9894.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d80b6f8a79a888d31eafc711c656c2de1e9d597 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9894.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9895.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b01dd2434a95c08b0010e50b42cdf3a04b49a25a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9895.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9896.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b0999ef8bf750cee38b16f248d6540b29a335ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9896.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9897.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d42405fdc2596a60f3043f2cd520774c00d85e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9897.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9898.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c7ae87317e8d2c6c1c4dfa1193f34df8794939 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9898.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9899.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3891041262d25b896f23c9a8372bd4e4d16991c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9899.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_99.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_99.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d1337d43230e4150fdf2ae1a6e188b83e6601db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_99.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9900.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40368c990bb045e173211e2650f27762168bcd93 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9900.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9903.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c5b20d4f039a4d72bd20098f269adcad5dd3d76 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9903.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9904.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b24bd969a139cace95862aa1afd7f0857978d421 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9904.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9905.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c9cc66e4fc9975d05f7ab667fe26937a902671c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9905.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9906.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f972d03d339dd91efe4525a18511f967c25f286 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9906.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9908.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0102e852b0e461eab6d52aafd325c2691c1f079 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9908.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9909.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..964439b544a569a4c8409ccc83d18a2487598475 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9909.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_991.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a85a63a59cd84e44ebba8882e857810607c145d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_991.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9910.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa4be6d82bbe3fc9febceb669c58626de4a0a5ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9910.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9912.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f6a9ed7b60c436356b319e057d9a6b67e4dca42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9912.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9913.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e422f0cf1486620de74841a8176c7d23047a9e70 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9913.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9915.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30c518c01b2a750be45c22466ce70a7f87350b18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9915.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9917.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bc1652e35df0de95d8c99d7650e6b473dcb3bbb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9917.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9918.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0af6bf5818b954d749ebeb5976124de552c70e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9918.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9919.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb1999979d3c7599ff59f8c4562052e65ed1accb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9919.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9920.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bdc247a80e35a27aba687e6cedc8f5af1f6a9fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9920.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9922.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81b37cdebbba550dd90aa8e5a7c6bfd017dcb3fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9922.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9923.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9acbdf825f157ab63f637731a4909e7728e98d6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9924.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d18b72df520615d2f501d294a07902f77e37794 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9924.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9925.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8f60bbb29475ffe344ab255e110d52505ed9acd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9925.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9926.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed7be8cc4ec99d7416727663850e0ad1980f9dcc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9926.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9927.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b06d4757511702c72eca5c659d3878bbdfe8037f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9927.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9928.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebac5d2ed64225f2ff122c38731183476b0c7627 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9928.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9929.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9595d0a7aa814bc989a3b542f747f8790b347a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9929.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_993.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ee27a8a078018cbac07f463d188ad056a63b6ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_993.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9930.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb7881da2fadb1329e118ae5740373b827a0edb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9930.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9931.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01192fefa8cef79167d03917aa8627e4b09aec64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9931.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9932.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eed2e8f687ff435c1245c4d003d2fa5ddb12961b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9932.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9933.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af8bb2efe5a9cd1817fd4ac43ef695175ae9dd80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9933.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9934.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38640d115133655e3fb016c5e2f8c06a1da96271 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9934.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9935.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48854c22b6ec07d4a7ed63b439fa3914a40eb0bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9936.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3690eff617f72cdf6bcbb91bfc3cf7672712b364 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9936.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9937.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..559652fcc9334dd1ab100e52ca3affc61049edc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9937.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9939.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cc2260947c1be116e9c8b0a628357c099f6614c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9939.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_994.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44021862144300c61f7dd3883f78a8951f5fd973 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_994.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9940.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a849ad6fcf7ab752b3f4cc26651e7bec8bdfb5a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9940.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9941.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b527efb36fff46f760fdf50c9499ec6e7f8fb5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9941.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9942.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4bc23ad9ed229ed3a93ec388ab516dd4801d671c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9942.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9943.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6891ccaeee777c6c51dbe5502c887c235accfd9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9943.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9945.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d73540f29ab4b6a27ed62fd56b3a274232e3b2be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9945.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9946.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd019da3fd1820d598d68695bf63dc06cf04eeb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9946.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9947.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19273deaef052021794ac2108683972ca5cbca4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9947.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9948.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f24f51f11a009577cba9fd0345b6fadbdced963a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9948.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9949.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..784ce0febd129fdbe257d63854b9e9e00fc38f73 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9949.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_995.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cf9cbda1c1e65284dc515efe42d317b3022cc34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_995.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9951.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4fe65ce13527d926d305cd0afdf289085235464 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9951.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9952.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d67d1f175e9bf6f1cea96d3222cbb948c60db09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9952.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9953.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aacd430136fbf0dbd23bf29d9d0e2059d6b79ce5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9953.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9954.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d746ad722953f7282e8b78524c3162216d150968 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9954.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9955.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aee6d669d53c4192ce7bad772251a22bbeb8887 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9955.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9956.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf424837ad2328e1da0c46f4a7e9915651170ed0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9956.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9957.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b22f2f4cd23df9fd6c9da801abfa2557a221cbd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9957.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9959.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..083d37efb17799f198cb0b8bde162656418c250b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9959.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_996.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d23f95ce3daf24f0500949ef8bf45d6f7e7707a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_996.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9960.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0dbd14bad54cc55840b3a98edf236d8e6eaf424 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9960.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9961.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1b6b8add00a28934f380643ee3f5fe640142b04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9961.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9962.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13d497380a97ed7ac8f63969aa3e37e1e2af9468 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9962.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9963.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21fafa0b4b4af1e2b7ae6ab4130a375f7da623e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9963.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9964.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7176f543b185ecb159096db2f439d2361e24336 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9964.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9965.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3ddf4267ddd5ac101a8abb449f60dcf627eb1ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9965.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9966.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e97fd00ac72a4a86068b54e5fc237332933c0c62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9966.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9967.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b1ce5e3ce4044eac6101fe1afd81f06452adf49 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9967.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9968.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdc0f5915099de8f4870529b7cd6eba4f62efec3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9968.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9969.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e5f419bc1b003303f6d100cb89996cfd4846ca0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9969.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_997.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a12e1be46d45987be3ed65c6e8282a20f801e844 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_997.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9974.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0f34cbc287f471711d94d90edaf90f7a90a544 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9974.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9975.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bad9391dc348170624aab26dc7e3ed2e2666592a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9975.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9976.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00ca05a53383bdaf2919d1f5ce444845032858e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9976.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9977.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ca410cba48ea0b93dcc0eb5c5f3f5da72802685 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9977.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9978.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5580f82390fe51cffbcd48ff7154c51771d8d1bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9978.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9979.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3a4d2507142764dfbcabb96685d590c29c2600c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_998.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c11d5fcfbe8f2c7d2be7f53d4e1e484bbcb846f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9980.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f077134ef478bbcbebed317e0fd941294e59749 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9980.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9981.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..face3310c36ca76bacc11d428811cf1ef04ef31e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9981.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9982.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30d806c731b33b9902c73c833554bebcf6d47f3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9982.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9983.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72d67376b74d26090dff86b6fe3609fb69d6674c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9983.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9984.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d908ea1090e925848c47da693d2e27d94981e622 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9986.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9ce6becf52eb22652cae27978127c50eb2f5e4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9986.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_999.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33ac6009127e38858a7597c786784afeedb36663 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_999.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9990.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb89e746bf9b1b5fe6d93faf0dcfb580b3656df2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9990.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9993.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0ef26d960a615b5d0788c96c90f85aadd93fe73 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9993.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9995.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6034a6b968ce3188122831a198201bc37af676b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9995.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9997.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f15112eb27657d7f1bfe05022f12cfc1936d2a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9997.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9998.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ab9e03ef6a66d4a6ea96a0774ff63c2c4410e7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/benign/melanoma_9999.jpg b/melanoma_cancer_dataset_split/train/benign/melanoma_9999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5ad9ada47ec81ae7a841d81f9772ea135fba744 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/benign/melanoma_9999.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10105.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbeb48f9fcedfb01362d11194cd0881ed0e8129f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10105.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10107.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed125c636ee2b730a820446778a97f43098728f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10107.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10108.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7a28a945ac48ce0555be8fc888c976946adee41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10110.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..136c07365007b6f6d240ce28972e313e6e514aa6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10110.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10111.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b75669a4a452c8869dd800ceed9fd867c6f161c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10111.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10112.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..824e96dae53944f0d2ba4a7070aee6a501ed354d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10113.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55cd920e2abb05561afd8481295d2580ca0c6371 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10113.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10114.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0403eaddb337ddb2f300a998314439d5f9768de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10114.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10115.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2853dc64f9059db668e7fd721b38510a7df938c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10115.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10116.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c4effda2ab4804aaee61456c04fe9bfbd035db8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10116.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10117.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80b404a1cfcfcbff770cc8cad03020b471daaf0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10117.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10118.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1813e70d783e818289cc58d55634f444574891f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10118.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10119.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acc6e388b52c644b1926629c03510f4e7b3a78d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10119.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10120.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..005bf8b404b580b6f1d18d69f7d7f14b14fa35dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10121.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5cd2baa77fd55af46b384a70a9c29111d4e543e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10121.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10123.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fa5824433e2fabd3bb52462cb760c690d660d0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10123.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10124.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fa4d3d6c831900c86539236f0dfc41127b6607e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10124.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10125.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce8be5af39e2dada36690fc2adabda3aa812a6c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10125.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10126.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..420b7d7378b8205dfdc8741467bab43891778d2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10126.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10128.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67b01e52d1dfacd210553080366147ee96cb9309 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10128.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10129.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a0d407fbe286b9db54dda6df6486a46a55ad674 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10131.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c798f7269c49f24fccec933773664de76721a1c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10131.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10132.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5f9551ca8626f1309200edf37df116bb96371e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10132.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10133.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d801394c3251aaf19275c1363cacb08cde81d1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10133.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10134.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52362acb7139ce193830f9913066b02a45568720 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10135.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3497c1c5a2cf77e4b14ca3aab371eb6957abd8d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10135.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10136.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9394a7d15caadf6de2fdd35c885bb2eaf83b4c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10136.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10138.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d96693e1a0d114c002c02885542d180d37c78bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10139.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2508c42c7bdc70a7c871063d045232b35942c74e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10139.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10141.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b8451f2dfc97790fe9e8b14b34190399fdcdbb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10141.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10142.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9ad497b883988380bc97fe9fab0b23e1005d4c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10143.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1dcf083ebf598b4137693127ddf5630de1c7ceb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10143.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10144.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dedaf7452c5224a97c5195b03ef0c37e18d8ef2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10144.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10146.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb33ecd807998992f68105762a3f6fdb635d0814 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10146.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10148.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9209f259be0b4ca69024cf1dc5ba9d80dcb0fde2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10149.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4a724c523208093cdc2d8ade09546d2dcdec79d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10150.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ead3cca97e30855efa2a592a92d24034001248e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10150.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10151.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a23b91f79d3d836557d29a313178e8fa7fdf5621 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10151.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10152.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20cef000aa0be9574ff18b9333bc322e3eb3bdce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10152.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10153.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ee447e1fd6c88cc82db5dbf3ad66ea8de9aca10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10153.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10154.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f137a766be1f95b95eb5ea6a3d902c48b3c7cd2e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10154.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10155.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d732f8b0b9c0bdaf84aba3a802bd5de38dc923f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10155.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10156.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce7cfa4320553f81741c188dc71b76ba4c7293c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10157.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77a4be107afaa97dedb974702520937dc94439e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10159.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b5fa478551e6931f96a6dd7ad0f322e031630bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10159.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10160.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dc9f242284c2ae884e4a8d8b1b28ca5be7c7bc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10160.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10161.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b2ad7dc79ae0873d1dacabefce836f5f3780319 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10161.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10162.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f999ad03fc25e486a9b54a89caa3f1394bc175e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10162.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10163.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b01a854c11b41dae6b6062b942aed626b041dbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10163.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10164.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d633f3ad89ea752787c850e0e0d96758a018283 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10164.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10165.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4608359bace96e4f1f064b2a094b57f9aef58f8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10165.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10166.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8455344b34d108ea27b2d3ad403292ac5df8b02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10166.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10167.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc3922e823bb3645d821c2388e1940c29f9ea13e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10167.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10168.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d134050c49e769ceddb5f6639118439259d1577f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10170.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc5e9419cbfe1b48befc181fffc7c36875271bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10171.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edd578be2cf5f4811d25ed80965b4501d63719b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10171.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10172.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91fb1bb4f0893aa7f6b81678211568ede79d505a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10172.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10173.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73e73657d3dbf0225463b4b6baeff7123afe9165 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10174.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67828a3f1defca9abfc39ffee7acb04ba7d454f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10175.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c10a5513f07d6c3eeb48ca72ffcb1e82f3db52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10176.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceaeb5f84bf0be9c018561f2b1c5bb3368947a48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10176.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10177.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cadb23a44d9034672c225a2ab39445df06006b33 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10178.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b09e77940d5ef20f07aac721b06e81dda8f77537 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10178.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10179.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09f8d752f38172912074a5db800530195fbc83f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10179.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10182.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..430f3b2a6db5f4e885272f5c21efe4917613f6a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10182.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10184.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0719d55f3dd0872419d5e265e06b5bbee7ce3ea7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10184.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10185.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dc0a0c4919ce5645a89985100c496094bd0974c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10185.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10186.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc150ba5901bb15e2616b120207ae81f1c5e5e3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10186.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10187.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2149d311b3d587a8ae41b8234518caf89c86e3bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10187.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10188.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..280399b8f4a6fcc9040c97f18d531e91e174218f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10188.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10190.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adfcf48b973f1d168db4ffdba02c271b49886691 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10190.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10191.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09c725bc28157666e9836f457563ebb0ee3bf1d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10192.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..394765160fc73bd84d99d4cdbb0d997fb9cf9640 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10192.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10193.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e591d1a65c0b05449eff2da3e86c5255f0ba054 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10197.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ca78d7d6dfd3c0dc74d4f6a8f2979953475ecd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10197.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10198.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8667a1c48e7a45b4514573a75cd00a1d4f0942a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10198.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10199.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089346c044c8a5401a5b447f163c899b888736de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10199.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10200.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ace628761d27bc8e6e7ef253dc0da6b1943a2d36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10201.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..843a7e0b39e1a4ff48759002d7a8aff2b6d4c749 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10201.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10202.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8480585fef14e67712ac9a0c9808345fd8bbf756 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10204.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2378ec7200bf285714260f45cd27e5d0499b5e9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10204.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10206.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929070d82a3d20e724326c11aa804376fbaf0534 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10206.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10208.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1a2fc2ec8797a3fea998682ca5cd33bf54fb5cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10208.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10209.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0d136201d2d2edf2e3010f1a52a5fc7f46442b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10210.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78f2c80dc8bbed86a19852673818eb5dd6c8d1b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10210.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10212.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0af771bbcd6084c4ccfa00f28590610ee54c7eaa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10212.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10213.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3183eb73b6a33f10dbc3e8ffb32231961b141466 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10213.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10214.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ab0242f76b18cb053044fc109a84d812569f848 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10216.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30f7afea804982da7fe1abef8c012c53cb12db30 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10217.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34ade6a364f1dfb3bc9556986db0b8b8aee86332 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10217.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10218.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf81ecfaa648697a4b8a8559754c295cdb84f36e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10218.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10219.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f9f67c9a6e96e8ddc877fefbe3514e603226a5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10220.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4c078d8c2f9a0c74a063b553d38e95e1b70385a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10220.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10222.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3111b5c8477496e44ffcd3ddd7d4e139a69efc2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10222.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10225.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b59ba68729afe523d731a1f6bd105a22d841ab0a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10225.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10226.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67a589842d08ee75fcac32f769c9eaab60eeba70 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10227.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89fa1049dd8329826052eda6b3e463497db66c8d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10227.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10228.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90a7476f838f1b29c2c4a5f1c4a2f81233f7d522 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10228.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10229.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3719d9c7fe9673c378fcd5a03eec6a478bb02a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10229.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10230.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c4278c6a282b430f3b6de7269030629d68c00eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10230.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10232.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f464f8eb71c6b9cce7d5151a38e806400d4de73e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10233.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87a35041b72fa386978e85605396c230d16917ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10233.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10234.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e95730a40e63d64a48a5c5457919dcb8d1fafba0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10238.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c4964dd10c52a72e2e6f025805b5e22a35ab786 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10238.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10239.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da0204b37853613fd22065fbc8d16cb4bbf2b910 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10239.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10240.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7794259ba6b55e85360ab56d8159f2cca183798c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10240.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10241.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2be93dfe91a17e6896da8ba39b3a0880a327879 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10241.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10242.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..284ab559a32a1805bbbdca728b7833a766bf9d3d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10242.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10243.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c20167de97061213fb61b8c1798b6c69454f0626 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10243.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10244.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10958ed2257ca908d4ba072fd2d8e1270432cdea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10244.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10246.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..385a565e8957cb4a5165d4ac829409b57e748a47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10248.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15aa9e8dfc2e843ca927cc476284eba449df8818 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10248.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10250.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d6b8fda88dc621126c7e0ee6aa5a29ded594333 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10251.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..160a3c8204c0b352cdac869e7282a2ea6b85f8c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10252.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089e6d36a08c7397884520c98358a212c51f7cbd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10252.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10253.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d39ef0fa51242671bda90fb093e6e460b1b9762 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10253.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10254.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1a2b1c8f1a1b58f2eeb39467c5bbdbc6202ad18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10255.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a90b82fa678d62c6b7d6486d261d0cd3d432fe5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10255.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10256.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf6815e3302f4013922c1fe31ee5d96fc8822027 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10257.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39b6d3d2742df0c4e801753878b2dae6444ab605 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10257.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10258.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f489760173db3d4657e62b8ed2387e489aab703 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10258.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10259.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c1ea1822984fc4c7bef4465ddecd456ccb95ae1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10261.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9eea5580b0b97e62a946238ced9cc6a657ca68d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10261.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10263.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6106e02527f80fdfc2ef34aced22ab930d51580d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10263.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10265.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edc5fb1a6a8601beb2a3242fd1b98e17537edcf0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10265.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10266.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eca25647dbfdfedcfb8deec09038b1282b90b3e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10267.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15a5deea6de5c0419bc745c696dbaca9c3f514b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10267.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10268.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8a6c032d25e78d6577f7567ef65fc349b944c84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10268.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10269.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d18164e8ad14b32ebc26b5b47765f6d1926edb2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10269.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10271.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fe3667b12eaebeaec04d5e8f5aa30eece392814 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10271.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10272.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11d38f012ff4f8d2a33d24b42259ed3907ca0593 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10272.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10273.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ef924ae9b5348ec2496a8276842744f86dd8813 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10274.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76ca7592df9eecc8b2b1806bb7e2c50e9eed1528 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10274.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10276.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17d49420c9871936c20471914d4464c58e0a02e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10276.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10277.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43c78921ec90fa27e532e8b4851cc11ccbd5829e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10277.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10278.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6aa97a92e79f544b77bc9c6883d9338ec5338e27 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10278.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10279.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13eb656e08d8ac67b2723e688cfa826c8a84aff4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10279.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10280.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69cacf03e211da9fc851ff0624a7b6228d682cbd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10280.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10281.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b43b4d983e6d54e5779ad058c0bfcdfce5e83977 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10281.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10284.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..245c68369e78b3a27eddbfc43af17edc397f1540 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10285.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..deaa3b8e6a3bc571ad0d2730b407edc7e54b5491 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10285.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10287.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8586616b9357648f35eaf5612e44a3c661b8ddc6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10287.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10288.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..699a06429aee287f6a93ff2fc66d713987e486a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10288.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10289.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41f9816e88b302bddc72d3096fa597313d9b0e9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10289.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10291.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5b8464edc8d5c35ab07e9211a93150051c81094 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10291.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10292.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00da6ce05d8551465b6a6c6a18d83b51f170f846 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10292.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10293.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d979fc14e7d4cb6b4a30f8cd2b563e1cecd41e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10293.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10295.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b3e395bc65c836f07d085b03a01b43b1eee7cfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10296.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51105d7e5f3597c5e70c0f96576941ca7445b99b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10300.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b3c9d2de3d2ac33bdb30fce3624f4c97294be69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10300.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10303.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55e39a8adb908aedf877ec7fc96a679aa15cc50c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10303.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10305.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dd6db1a9f68cbee05e33688be445415597722fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10305.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10307.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e06f146b3c61c3daff0db34b1646539310242d6a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10307.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10308.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2a1246b51c227f12f89adf5c2dfc64462b5f24e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10308.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10311.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60ebc031eb219d7d037a099248c624cb417a64c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10313.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9565c79e31b9dce67be28c3e92813dd07cc269f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10313.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10314.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c71468bb3bfebff517775998e94ce3886c9d5e13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10314.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10315.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57b335a4ccf1be8bd90ada436604ae1d4bc131ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10315.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10317.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df586817e0dd7dc8940d6093d99b4ab3d95255f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10317.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10318.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d0ccbc0b48c2354d2aabca5e551127535e199ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10318.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10319.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90ca2f545731a28cbe4ef70b5161a9b4176bc1fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10319.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10320.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96bc48b6a9eef230f238f6089bd3eab989517650 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10320.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10321.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e5cddd77907c894d222e2768563d70b570b6cda Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10321.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10322.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98a6acaf661b7446dde54ff7afb078cc6e86def1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10322.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10324.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..971f409acfbb6299aacfb1cc0c78caae2be6f677 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10324.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10325.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77d555bfb7a4ef9a08a25e0651463eb856be1773 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10325.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10326.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d52702b5b31559d2a63ca88bd5998d0f02bbefd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10326.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10327.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7e0fa9a081b8daa0e65a7497db9b0ec7ea7e004 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10327.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10328.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95fef025bbb8bd6fef5807758c092a24b77639f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10328.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10329.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b018cd1c4e98e705a22fc4d76a174e8a3bf5eba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10331.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70b6df6c7d089f2541cf917557f77a5f48e07990 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10334.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11b476824af215ea8b668cba53c5dcdd5d6680c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10334.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10335.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96cf54c01c5b2185bbf1b26f16512e210f6ff135 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10336.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84eb614665cb5ad79d1cb12d16d4f8bf13384415 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10336.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10337.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f64029e44e71b4be94b128744692b933840a4bfd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10337.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10338.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d8438a64eaa75cc8127e9013afc8da382d08a49 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10338.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10339.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e40ab8ca06299e022d938d43f024322fe0c5e6b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10339.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10340.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f782c6ba64a959f31c6ac8e1b3d3390fcc872ea0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10341.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b0aaaca373342cc23393c34b6deca8754744b98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10341.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10342.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b3794e0ed785099495475f886089ae93bd01dfd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10342.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10343.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9f6a29b3519da6077bc2b9b4dc73befde73b00e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10343.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10344.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9a79cf807ed4ae8aa379af5d4b3f3d74b0a5a74 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10345.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..078cf0f26ae19e814fd86693e87c1dda35c6116d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10345.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10347.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74f1fe045d3cd3c316d949d17770bd10122c8aa9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10347.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10348.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..180f6beb903a7bb735b581552d6d7220b6770fd6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10348.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10349.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..172b46dfd79104d0155f2604d30a11c24f9237fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10349.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10350.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0a31af71ae7d862b41ad13391a674596c9f503a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10350.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10351.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a4920d9e39735c4ea3a5b60dd6f22400df83223 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10351.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10352.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b1870a002785e593f2d6eda1bd36680f37b6175 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10352.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10353.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2458db469018757a7b553d4cec78d6f0dff30ab9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10353.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10355.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58e4b1daa3ca78efdbfececc4c6b8346e0e95231 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10358.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce19b489e76381fe01e6c9c81b32cc8b6d105896 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10358.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10359.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1980144167e532a9dea15f7d199c9d23138e5f0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10360.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fffd68ce01c09cfe90787579993d3d80f5fe215 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10360.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10361.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f5e0e5a85dd0f9e18889f7b703a9b35b5b6de9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10361.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10362.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..312490bb0ae7784ff15521d2421b9c35e0e696a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10363.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e2b9cda7a904153e2b13cf72ed837c4fd08d350 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10364.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39cfbe2830120e869008269874686f88801b15e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10364.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10365.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f2fa41b0753088f84404640b52dc9101e746b91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10365.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10366.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25e3933e2afbd1fa5c6da04c8349cfc64377499c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10366.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10367.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3532ce0463825b5df08e9b20c6f2c9f7d9f734c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10367.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10369.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..024a3b61937a6469201ef9bcc41be524ffd9b90a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10369.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10370.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f84dc0e6c4e54f79a1b309b0d987b317c03aa1d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10370.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10371.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7518b9fddf53835e27fcd6f80fb80866536d13d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10371.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10372.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f5c1ff246590dcf69b08ac120fd34d80e2daa8f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10372.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10374.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bbbe3e8ef41d82797ff184ff19d5d4d9e351c18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10375.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea7887972d2175751a4ea0789ba3a31106b29b29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10375.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10376.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..463fb5d2573e060edb15e93554519be59b6ed763 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10376.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10377.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db7efca31601e5acc2696fac7566ae1670d2bde7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10377.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10378.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85bedcff6504f61d2484247eda23d9000c3daecd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10378.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10379.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..982e58ed87814963c11596ad3f9a0695786db661 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10379.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10380.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ce2f561df8077b6f35583d7bbc9764f94a9adbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10381.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a033ed6bc67f2cd787b948798f9be9146346ec1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10381.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10382.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9414741cbe944640b7480eab6873c3db408bd4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10382.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10383.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ce1a9359206f70aceddfc5fc33b8e752bd4d228 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10383.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10384.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ea79dcd8796d4c0eb1be485ce6f51cfc71e8b9d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10384.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10385.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b63281fd1c382d33a027dfe7b678195caf2ec34d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10388.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f19a30ca63a73cc0951c8c98a7c6912014ba404f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10389.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c57f3d737370394ca992b6662ff1dbcd3a80566 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10390.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a18a39df9505ebaa1b3ac7bb609f8a92b18878b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10390.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10391.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e5683cb16bd4868c3b02ffe7e30391572cb8b28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10391.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10392.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21ba9df48c852544d400910010eac7fb52979d9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10392.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10393.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c8ace6a31bebcd07067e1b1c6a1e0fc1530e4d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10393.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10394.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef4b2176dde5824b870e2c893323d239e1613424 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10394.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10397.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09234179b960045f51de6cd6d83fac89de48f19f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10397.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10399.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8a967879a638befddd22e0084f3404844eadf42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10399.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10400.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..373f71f6fba0ac20d509115c2bc87b3becddb972 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10400.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10401.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9db88bc37c8353c20508fe3f97cdb34a306a3e2e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10402.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..547907fe20625fad623dca8688570f873e5dac7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10403.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c954edb080c025b5633f87a35d7e4bf93e1062 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10403.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10404.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdcc8ed1c44b1d21bdd58d8edf94afb0a2faffb0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10405.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e91541fa523f0b1c4593322186eaba8677ba5389 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10406.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e18f70a90194abb4ad1baf3c0d78c42456502284 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10406.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10407.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b86bb7bc2ce0dc6ea68b784ad1c17e7d91ac4eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10407.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10408.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a239d9cc65e16191cc71c82f081a2347ee602db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10408.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10409.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f348744b0cb9fe8182135978a0a8a83062ffbe0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10409.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10410.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55193bd50b04c3cb1ed5b91fe2ba6a37c71205f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10410.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10411.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df2aa9516960710011c373618054d1cb9e0b5c8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10411.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10412.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71d386019cfc097a908980db7746b2fc5e756d0a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10412.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10413.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc001138d67deefd1a44029d739926a533bf877 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10414.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd5f074fed49973410fe77a607a2c81167a8a488 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10414.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10415.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d4b383b059709e666643eeba598dc7196cf1380 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10415.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10417.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54bb7fb450a068c81d62c8ef760e501c3af9f15e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10417.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10420.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a6bb5e956b2c25daa556ad2542a4e3231287b5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10421.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6096b728ae0c973b5d07e06b5897c4cef4247595 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10421.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10422.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c82424932670f4e01659ebd6ea22a4403f4f3408 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10422.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10423.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..583f87b1719d6daf4c4f9fff814708e6ef7df460 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10423.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10425.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83f5f86f364ebc10db4b0fdec5d7c2b54c340051 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10426.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f255ae811bdee8519269fc65310c0efc42c88cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10427.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1f78f0a92a222e0d17904152b3409bb92b07c79 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10428.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d42d839aa9b382473d3e06d9518ec8330eb03d98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10428.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10429.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc4ad68edb874cec99318b5cf59d11cbe96172f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10430.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a0588e1a4b97b10cccf3863d5a6d8bbc438fe8b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10431.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d23bfcf8bfc0b28c9f1b941371b9e08eb50681d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10431.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10432.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ed785ef16dccfa53a9e01fe4376293ed1cd1823 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10432.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10433.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..810819ff3d5104d3290cdde79c8e23f374e23524 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10435.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b14276449f9805e76b57cbb17c6cbcafbd5673e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10436.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4bf90ecca136a91d9237a8f031ae229e5d39324 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10436.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10437.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee9315310dd2fdbe9e0f783710dc57df45a4d953 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10438.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6947002984c1225c10d52a5f27577650af6b036 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10438.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10441.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92a84586b1129d41fcb8206166701077704295cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10441.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10442.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0c809c159b8c11dc5be730c88d60027698dd200 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10443.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b28c840cc2ba13031a292f1a051200630f0a211 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10443.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10445.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7caee633dd5ec70126cb9ff38980fb84261fb0e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10448.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a7113ad1aeb61be0aaa1cf7c9ae6d36c185bf2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10448.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10449.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efcc16b88f81070313ea8ad3e83696efa220fcaa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10449.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10450.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62558307b25685bf79bb6874a51705d8ceaec81d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10451.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3092caabfdb91420cb154d8629e500f5ad42eabb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10451.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10452.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c07545dd9655db28517a89d855795c3eece8ac0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10452.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10453.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e753b4db69ed7f75a1b9beddc4ccec22076d54de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10453.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10454.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e24a08b66d44d9cf884952d9121849ff3dea5a59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10454.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10455.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94e6e2a51a89ea76eed4bc84bcc9623bc6789d0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10459.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0dbb6804b16f6a55067e427485f9fac91138d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10459.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10460.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e15458d2a4bc2c77967b00d4894ee58632fb9fb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10460.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10461.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa318b02cc328c05c04ed0f14dcb7e074b5a3d26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10461.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10462.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dfe82f3327dcde48290ebe0cee41ed73eb59923 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10463.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..231210a2c55a84d1d5f219c9227d50609ca0462c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10463.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10464.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d917880063883d75c9e14938176453a56dbfcfab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10464.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10465.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7159fd0de9d7b5bf20ce8b35d25e5d617cc59a19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10465.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10466.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dabe66d764b283fadb687ba92432af58783854b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10466.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10467.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc1590b89e888be18395d5a61870b0f76d65c1e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10467.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10468.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..813434405bea8fea10ca0fac0d7ff1f5bd7a1b12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10468.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10469.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38f6be534065ef8f75a6f80b7909c86586af3e1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10470.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08e87df566d0f530e026339afd47eb449fc7e5ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10470.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10473.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39ee01ffca5aa1f666d4a6bf6d7ab04ded410841 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10473.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10475.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f389d93be42238957ae74e27526c328fa46f5c50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10475.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10476.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a14986211f2bca240167542d510923aaf82d0ba6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10476.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10477.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..025b75223e2916a5de85908dc07f7c0751bfcdd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10477.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10478.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c887da1445335a79c504193a8adcf1a169c56ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10478.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10479.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abbd5177e7a3a3fcf2245ea853563d391aaec1df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10479.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10480.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8e1b0daa80b65ea85b68709281969e3ff7b68f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10480.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10482.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04d6077c9ede979eebb004cefb9f1f8ff3841806 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10483.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9eae6071a01a44cc7687fedb975c3c037b30abb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10483.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10486.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b62147ab59ddd979001fab0e1377df8dcd25da26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10488.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d1414495b17bab3ca114cd52a504e760b3fe20c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10489.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcfd362eec2f74331f7a14e9e76a882b608ebe84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10490.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0770f0aae5278aa8383b0b7666cd9dfbf845f89d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10490.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10491.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f28ae5bbb8674d8635bc4bd86cbf7ecf83088f41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10491.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10493.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0dc91f8969e7f5ddf64edfb6c992fa29028f1ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10493.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10494.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3aa7329fff89326d72e45836cd6a043e70d4382 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10494.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10495.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..985bf1e3003fdc13e1fd2255e88c00d1414ad328 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10495.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10496.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e18c0cdb31f2a7bb287358cd68009c3e0f54f7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10496.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10497.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d56413a80f2b5eaaa82911e3fc3c0cc334c6b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10498.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7f59f19e42a4cd93abd40176a5453aff5d6dae8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10499.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a120c9a78875faa0fcfd9d9385ef498be67145d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10499.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10501.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9a05de2ff7a19acfbf7bf69be42a8cb22e9cec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10501.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10503.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbe8877d05a5c594428c2ac6eab52302765f7216 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10503.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10504.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdc5e19bf4de0bc71bc2e3fe0d12546dd40a02df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10504.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10507.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18c521f78644dc9e831bfc0e6ea86b7d83784b48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10507.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10508.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64d96136b74c6337a4a86c8c152b34bd2a0aa802 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10508.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10509.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b7901f0188f3c2e59c13ff57077d385a1002f39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10509.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10511.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b381198c4acdd606741fea70e1a5ef45dcce73ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10511.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10514.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0730f991b9278f75577b60c27b48c42631dcb38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10514.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10515.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ce608d1f40b6670d569556ee1588d11b57b852b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10515.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10516.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9ef537501e6bc318cf122c66f31301f3baa6c12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10518.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adda9142e1499740d9e978a156e8439167844718 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10518.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10520.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abfc45a376649ea486bb93c8f1010ff3c955abcd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10520.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10523.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af95e72e698db690d4a8e6a6742b355ace0d34d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10523.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10524.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd9ea5a9e6a5f96b5e936c751a41babf06632fd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10524.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10525.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa4ff9f216810c1df7130e7dfecd591ce8e69186 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10525.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10526.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..154b33e19c6501ea1f20af5a9adf852561a8dd6d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10526.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10527.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..194b11bfde68a4a4f0a88fc878ec57a798850548 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10528.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..736f851a301311fc557ae7f35489a43381b4bde2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10529.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a22c353f3503a6a087f57d14d8307b68179fd924 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10529.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10530.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7306852376d08292620cdc943de619576bfb3d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10530.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10532.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f8359f556ce48c946d19b711ca9414a7e5c53ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10533.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67f561cd6e5f7cfefa1cb1cd10ee9a89aca0b6a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10533.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10534.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b09d4b38ce7c5b5db56fafb5bbf242e5d6644eb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10534.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10535.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af78b6653bb3a02ec8cd03b6c03d4e4f3db3bc00 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10535.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10536.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c9981b73e0a9206f544c0c4fcba1b843962f1e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10536.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10537.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d539cf4ca8ccb9d49182d1de069f442548dff4e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10537.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10538.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdd5cf4d2d6d41dc8e0d028e4217df23f1aec863 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10538.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10540.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31b2f603407c0ab2dfb451580499d90bfc6a4bdd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10540.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10541.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d12a5298774b6bc5eac81bd4610b906556159559 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10541.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10542.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c38fcb5d605ad47c08df0d075e4ccb2a0ad0d38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10543.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..357b8c143719e1a1dd78f188c5ed5e28d1beb2bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10543.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10544.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c8ac9a2d1c0e0958709a94495ec498de66307bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10544.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10546.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca61097a22b047697a22d0c1890883f0ae3cad62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10546.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10548.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec97b0f483fddff0a3c392455169243c6ba00b15 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10548.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10549.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3866492780cd3f014a1619cb3b68385e6a491e29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10549.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10550.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..696f56bb60fd552f8ff8a6f6bc6bebc756f3a845 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10551.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34204bb1c0fbc4a25480a92a3c74b3c9ff9edf3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10553.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c63073ecb4ffc6c2c892fe718855b3f8c6b4487 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10553.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10554.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0188953625fa2c3573d1f9725c810df700243f72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10554.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10555.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02069cdbd826c63962dca612f6beeb466e4fd65c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10555.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10556.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..317e880e09bfdcd9772793707b9e7258faf47107 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10556.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10557.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..babce774082c23d1f0b5725fe9f51f87b36645f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10557.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10558.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e96ecb17ef09f1a6a3234fe102bc7a22d3defd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10559.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e16d7ba6b9d89d412329cbb42544d3c43956c9e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10559.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10560.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b886dbe63a20c20dc5f5517e39047739b5034e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10560.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10561.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82f36854ff058352729c39af056062f48b8bf0ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10562.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eaa481627e324cf22460d2436c257f31b0347c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10562.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10564.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a164436606905e286cc84252591bb5663e0d0acb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10564.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10565.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d83f178452b3fa10a1bf0d09656a99cfdc90c03f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10570.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b1b6b83b30839531d9f7960c2e211560f0ef4a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10570.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10571.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ca756195eed1c612dc3762f51267ca6060eee25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10571.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10572.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e163a7d2dd783a9c6d6271c256c7a1dd9eb3bc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10572.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10573.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebb3c4440e9561fd1a01a333562d950d58559fca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10573.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10574.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e506d51b4bdd7a69866865baf9be0c327f5cca0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10575.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..223468df78387bb9155f8923c74ca619aead8d7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10575.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10577.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0500568cf5ff4270bb922657076cba8b728d590 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10577.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10578.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7698a7b9cfe586d2552833bf070959f94f06d324 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10579.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49e861b324161c3c88b35b4c451289b4d3ce181f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10579.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10580.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88d7dace067e30b647f0f99ff95018160b98b6d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10581.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37cd5d230034ef2ebdc9e43438cb5fcb2f409edd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10581.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10582.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29f4599e4305464401e87df0bc2b08c7227d7c25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10583.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..777ef9ab94d2fa56130d1edc20dccad90516982b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10583.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10584.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ad4e1ba4ed5208d33b437e86b7d7135d72ffa78 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10585.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5d91c247fe9704e7ac2d1ca9a904a9e231a2085 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10585.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10586.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f237df6d6b036e23cc1c7e971fe4dfe6746df9b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10586.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10589.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dbee85d68848c4331c3768ec94496d7fdb46d25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10589.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10591.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd577c43aa34ad933588449a38c17463e1f25e25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10591.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10593.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97aba4c10262b257685c489b99d5f7c580df3ef4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10593.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10595.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cdefc42e7e9fe0af3d4dc23624166a5367d0606 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10595.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10596.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be7d43ad5c7d8cb5907e29eb9cba5488906730a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10596.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10597.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99fda6840d5b9d49a7617fa81b79fcc412824ef2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10597.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10598.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..233e8600fe65b09b8641ca3889b85d0dbff51df8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10598.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10601.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dbe6e258fa8283aa08bf6226a492a439817cd90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10601.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10602.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5e556bc3dcb45a41b4bf2186680f2707604ed06 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_10604.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_10604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1afb5fcafc835878469e43cdaa949d800ad99e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_10604.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5000.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ec98edf7005074590e6423b2d3c13a8c2c15124 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5000.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5001.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f700a82edd2f1e83c790895d3b3fcd13edde9b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5001.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5002.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d669fb507800a5ba0fc067d30c73f7294e717bc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5002.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5003.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e30efa5b801a56fc8183017813d55357c45a865 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5003.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5004.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5244e108a7692eb3f3a66682315adae44615f452 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5004.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5005.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..706e1528e25500fd5ec59e9b33ac07b4db23c59c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5005.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5007.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa9fd28861f0f99c06d04cccd3f7bf1fa7f25e85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5007.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5008.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d339a337ce55fb2f5d00de5b3efba36f971525cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5008.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5009.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a81fde59f0ac377c82d90464d5e3973fd60578c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5009.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5010.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8b7544d7f1cfd172ef67654b5cc07a53eb1eb17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5010.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5013.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..523d14b359afdb67ec0d12a0ac6f96fd8c19163e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5013.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5014.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..255006b2c5f9b34e72fcbe25ceb1bc3a671846d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5014.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5016.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef266869787e0831c12afdc2098890e416d0f764 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5018.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83655a19f5c940d8c91a510f1725a4cbd5a50eb7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5018.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5019.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf0e52987952800402399d43b1ab523cf70fa130 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5019.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5022.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b10dad7aa69901d087c579a6df6890e2d683a14e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5022.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5023.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c125aa14fb2f1ce39511b2f3ee811bea152b8e6d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5023.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5024.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..782abbf27ab42cf8fd9b3c9d8fd6d3b314e09da6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5024.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5025.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32bc81b41dbfa9fa60f12549cad8bd529cb4cc01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5025.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5026.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c3a040370615f0efaf341a7b4c36428e2169614 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5026.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5027.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ea60e2ca758f1155981ee8384b922b9164b0ab1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5027.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5028.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7618651d3caa9d837d31d5735ecd144e928c52bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5028.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5029.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fca87aec46b71ea00573666fab8ce17e2e525114 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5029.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5030.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecefe95cfc0632ebd2a4eeea4875a3fc2e88085c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5030.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5031.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7d1eb8d88618b4fe235aaa82276065459e967f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5032.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa5121b6dd0db8112e9ee4e53a146e23dfda1e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5032.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5033.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..213fae5cf99d6da1481e6d819c58bde52bcf7ab5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5033.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5034.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9915b23b96f999c6eb8b81166f376c7133979412 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5034.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5035.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be467e508986e06c301150f62d678023cb5c3853 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5035.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5037.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f23ce2f3126099ee414a13e3e874f90e3103ad7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5037.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5038.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0749cdaad6c21ce03a77ed0c80256e4b8953c60a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5038.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5039.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf9dc85c72bbda5b86a7505979b207523d7d41e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5039.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5042.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4801cead056895cfc948f46bdc413e86f58b657 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5042.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5043.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c3bc106bdee8341923e9ff737dbd384ac18313d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5043.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5044.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ec0b43aefde63a9e806d71b7c88083f227fe366 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5044.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5045.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6682c7e1682719dc3498a6406186379f34b4030 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5045.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5046.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe80a103c3691e1985ab053636de7f7adc554b61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5046.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5048.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..748686f70108a74c2345d507b7ee6d8176209c10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5048.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5049.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5a42b733c015122c894dd94c006793dfa037de7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5049.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5050.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6769d5406494fdec95cbb785510335aa8259a4d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5050.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5051.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f77dbecd84dcd2586371bbb5c112d2970832616 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5051.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5052.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcff201d268dfb4c4bba6d981355896b83fead70 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5052.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5056.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..206e423f14a9c173e7a0afbd557a76793e873746 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5056.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5057.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bb47bf16cc5b96d67afcbfd068d27ee60c8b5bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5057.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5058.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49428dec7b70d12555d3ba42ccf07c630cce772b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5060.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5505b411c02c012778f8621f67cd42f48a0e273d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5060.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5061.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a51c5ad6e10d20fd65b1afd17bc7bbdd0063cfb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5061.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5062.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b97b3639c1d5ba5fbc9d94ddb1ae924dba4249a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5062.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5065.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd819b18692d91d229dc6d8185c5c44e5b43477c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5065.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5066.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5c84555a7b5a9deb0448859bf2e2638db2871f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5066.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5068.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de6a8e66be548c47ab2920c78855ad60dcf37728 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5068.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5070.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e61e2c615c8822699cd11554acd3fa2eaab8a19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5070.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5072.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aba219574c8acc4143c3f11ab720065aa9349996 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5072.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5073.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dff4dfc2564ac84260b1f61c330c0e50d97622b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5073.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5075.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9cb34c0c2951b86ac6d806b78a0e25f841f5765 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5075.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5076.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4915f6c89b49b344ad2f9aab415c76544eea95eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5076.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5079.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8519191548279826a3f5fb014103cd6b1fa26ddf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5079.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5081.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be5c044a9aaeb4427aa889eeb5fbc4cd63c0047d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5081.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5082.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177dbbeafb26a630dc1dbbcf7283b1a82825b410 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5082.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5083.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33c818f96c6ff54709c33f8ed18975f4812823ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5084.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1463bc2bc891ce56e6084d08e6d6325e95450ad6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5084.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5086.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cbc0477da2b5dd1eff530450edc80b5598ff351 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5086.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5088.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..017c77269168cfbfffefecc9411ac323c3db647b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5088.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5089.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..150ee36e3bb40727565c61a7c2e30c2b80c953aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5089.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5090.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20d2cf9197ccaaeafb185aa9c0edd16e29d03895 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5090.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5091.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70c92be9d40de90bcd027a5207efa1b1f80a5fa3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5091.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5093.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87957e86e2b3e6977a8f948e3deb31869cd923ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5094.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..258c13d76e9f11eec48240b83f6b58f00a55d887 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5094.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5095.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e30d12c9601ddf9e7b9043ad4f346fa32432bda5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5095.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5098.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf6cb938777ac69f6947ba7b27907218eebaa1ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5098.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5100.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1882e5ab09bd4177d650c925970ede76dc32b7ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5100.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5102.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08d8d76a13855426e422ae142e3085d119b3ca65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5102.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5104.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..506b982caa73aded9100b29fe79ce80dd6dd7875 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5105.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..477163c13d36cce76c02b0048f42063e98f32e7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5105.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5106.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31a441d43d1a5489248db874f7af0a6b24fdc57c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5106.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5108.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..189c7f871791e78f1205091902abd51d5119f2a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5109.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef0a85875804574a3b6e8178842abc446c692616 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5110.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76b8b02d2ef07be98306c6d41e61e9023d6b93e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5110.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5111.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27bebd567b5dbd4121c633049f6100ffb7ecf18d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5111.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5112.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6aed7d8f2c5b0eb95b5871cf186c16a389b1489 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5113.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f219b4ee0edc057cb3a276009a47cead128a986d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5113.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5116.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c9c905492e09de965a247a21ec094e93f46355b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5116.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5117.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce51b47a39d8d122bd59bf81630e378a8bbd76ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5117.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5120.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02de190d93bfb74e37f9a271266f6e6304204507 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5121.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a21b1bebb77a0dc8c6313ba96993ef767e8cbe2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5121.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5123.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4e4beeb4f3d9db15293800fb4c4e0f4dea90038 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5123.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5124.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19bf30d84823d6dfaa504c3223b5750d86cfc01e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5124.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5128.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46656f830d13ff469e693dd8cb67daeedf78ce98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5128.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5129.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa8016f97370356a8f950c4d357cf40db0362a43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5130.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68bc12c6d73042aab33aaab6fa459b2e625980a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5134.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..306fca3bf671ac33fd00fbbfc87347146d54924b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5137.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b3734e0220d1f9e5140ef52e768b458b909c418 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5137.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5138.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..523ceab700b64a26d09c77e2c08fbf4df1d5c13c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5139.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c51f6dd545999daacfcb5ee26a19c4e47866794 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5139.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5141.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22ae8e6f70253a4291df38b2d5e658b0e828dc32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5141.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5142.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67f1595c2542de5613f01f198c9602bf22a2a7d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5143.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e4116856c5bbbc1dc54fa5bab27ec7ada7e5f90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5143.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5145.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0140a9c528c9c238526f4fe7827c0594c0afbb79 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5145.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5146.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..392ea35cb79c962149eea9f430d6995763e0c5ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5146.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5147.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7919e70f4eae38080fd0925bbf9ec27e51596425 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5147.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5148.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d07492d94cba8c6b13cf9dc9ca9a90e134aa0a63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5149.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c7fff006fa77959c15b4bd8a3e6c6ef3a949476 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5150.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49713f988a3b38cbff49acd49fea264417a6ffc8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5150.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5151.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6881b164ff00fe1d8b7cdb3ae674160fd82415ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5151.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5152.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ba9a2b026fa44899d61345f08959b77fc976fe4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5152.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5153.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..983210997ba700ba9e1cf630073c93041776ab74 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5153.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5154.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4193d223cc484dbeb7d55f391cb737ed49f43e76 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5154.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5155.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4cedefc708da318b794d5b224639ed37215a166 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5155.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5156.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..098fdbb9792068a60b8a32f621a82617df2767bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5157.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3823cf0b94221b32d587d18170bf1f69fd214b65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5158.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8ff010d2ca9a9b147412d4adf2fe6720d8d8c5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5158.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5159.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b857e4942a1bdede6786c1bbd80cbbb41bbc8bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5159.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5160.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07c31f5efebbb18372725cb72432c99aeb31381a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5160.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5161.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf78812fcbdec309cf2b6587f77486ef8779862d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5161.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5163.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31e61823a0e38eb574d08ccfcbd9f97e34c3c9da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5163.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5164.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95aee78a725a49177c0d3c1c5649f7f9e7b6d0a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5164.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5166.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7080dd62ca16ac691535b17099cadf15e156ebe9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5166.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5167.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..043e3aa888cdcb07588d3391413e6f345d678bd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5167.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5168.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..032ca55161045b6c302fb003835a9a2671b84e4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5170.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fee85267057b650afad60330d0866237235ee6eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5174.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2126ea5b6f92dca01ebeab6c9772c60a7905fb0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5175.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ce915812963f2b9c9f3466be751e82fbb4e8ff3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5177.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68491172e73d255eae863a923fdb97ef2bda5cd9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5179.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d83453525c0243fd1d82743a3d4b91e2f000c7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5179.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5180.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3883981f9b7f3537e89f06552cac62147c474a64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5180.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5184.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5148ef0752b4aa9f35a2a10998db27ea917a8d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5184.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5186.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6db3f5f5413d66d16291c2a8f4be1ff65b78a5f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5186.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5187.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f0a78bf3412bc999ac3074a6b770ea5f6016b14 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5187.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5188.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6378ea48db7751cc284f1f384719ef7e64bee32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5188.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5189.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..684b02346b17f99c789f046029feb3bbdf32e9cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5189.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5190.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ea85ccb57cebc84aea0b128422b4ae7c27987a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5190.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5191.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93d7fbc6f0ea978993ce3a13d6f4778b35db03b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5193.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7842d24b4c2f92067bb106be00eb08b6d890192 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5194.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98290bfdf316b44f2ca2f151a5641bf57e3111cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5194.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5196.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16fe5b3f898c312c344d44c0bc30987f7b53e598 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5197.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2746829c1b6048ccb607901ef0783abec3feee5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5197.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5198.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7a0bee96e83b59ba61ee8d5e14c1bd0d36f34e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5198.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5199.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f011ffa0992898ffea0868722e9197e19f14a9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5199.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5200.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98ddd18d3a7647a5dcee027854c44ef1fab76e99 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5202.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffd3ffe9736f58ec5a6e95165f9dd09021f06eb0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5203.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..175dfb6d810e92675f1a1ac62202ab1bdb5408d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5203.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5204.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0486c72fb090ac49919af794444eaf0e68fbc8eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5204.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5207.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86283971f36d940ea830bd0df1c8cffd80f69b64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5207.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5209.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..809e8edc5b80bd97167ff2f27102bf307c708fd9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5211.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddcb56b5a86f4513c41195af78d4c2f80bd1627c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5211.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5212.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc5e3be6378ad54528106bd2af8117ddc55ba099 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5212.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5213.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..024aa91294307f57d151627299663ab267213bcd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5213.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5214.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e3802bdb38f4121817b6d05d0c68cf113bb9d7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5216.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbc4be9d7d792e5242d2bab99f97a01a47dfe0d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5218.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1689bd7adfe949c6a6c8dea5c7c863b873622c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5218.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5219.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11ee06b94d6736beedb63433c3f7e5ac1bf03a26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5221.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1620dffbc4ebc3d5f0ad40d11c80a7dfe85681a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5221.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5222.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b470d84b86348dff9f7b83404b5f62fa607d70d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5222.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5223.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55e5dfb546501634421683049d8164656b031067 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5223.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5224.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d1c9f3df155aab1d491c7348499ac196f6fc10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5224.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5225.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7ebe17bccde25023296f9b4aee066623c8ae0e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5225.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5226.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca847611bba6b8d8df263e092afae931472150eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5227.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec567d7af70509014faf10f377cadb28c0310a75 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5227.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5228.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..812e22278d4df0fe69dd8aac0107d4a662675325 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5228.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5229.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..deea435ef5bdcb7e72c44ffb174c17cee84d9949 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5229.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5230.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3baf134b3d314cddf35f78b1e6dbec8a4111db3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5230.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5231.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f41956f48f51cfdba75ef00e2f89202b1988d6ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5232.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1993111d1ccc9272379a90748799c255cbeb2135 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5233.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eadaad79d3821a40b92f37786894996e0dca4d85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5233.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5234.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..053b904d0265c22963c6f32cfcd0d6aecd929cc1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5237.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14861681fa0d69a8159e663598498b58ba631509 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5237.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5238.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2580576f3fec45ba9d2303aeba4c9c9d67a53770 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5238.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5239.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aac6a6d844a8f454e857176e9bd3924f1bca55f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5239.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5241.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c1bb815c4673d3e725062f44e5d568ea6ae2b1c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5241.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5242.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c766b66a0bd2e247b81952c6495340ae0d1956db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5242.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5244.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b95b2b2d68565649d34b4e80febde347f1bd37c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5244.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5245.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36e8cb1ac25ea88fd80b69d30e7d2d8c3c1f2a7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5245.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5246.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18cceff659b3b4f9146a346d3990bebbcbefc53a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5249.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76c1939bb2be788cdd3a327a86cf4be8ef886093 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5249.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5250.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a81579a3253ff1f4f9fa49679398451e6cfc6db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5251.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c71f436cfe98b1c0b1e0acc9248db0f4dec68f09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5254.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..331903982e38c1d063a69d61e9554b344cab2b9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5256.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09a4b3f69914cae87271da3f009e40788e4457fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5257.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03e53ca82fa2d0c33db0d0e50e0a601baf0c9331 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5257.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5258.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..329ab91005c2db9e6c88ecee33035a1d4ddd9ec3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5258.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5259.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..891b16b9b3c4c4965be8fb2f7163e2ffeefa4214 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5260.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..671e5919abc9da04b1b5ac40059546060d1de689 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5260.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5261.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1006ff6b11951a595c94ce410b6338183c703eb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5261.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5265.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8de554f5bd1e7f5d37a5ac08999270634b593d44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5265.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5266.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4915f49a9315b3207da9e6b721220af01334fa1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5267.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceef5e2dc6ccb3cf23b229d5bde3786b930b726d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5267.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5268.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b96c8493cbe0504aa972197f4f5e368191ce2f94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5268.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5272.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0320189b793ebdeab24b7f5a4d3d6bb807cbe9e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5272.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5273.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10d6bc63e3f076f759dda4db55a826496c750ed8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5274.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a04ec970229ab4697feeca53ec7eabf346a1e404 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5274.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5277.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13762ab7ff8974312236b0a6386593940fce2a83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5277.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5278.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63b489e7c6017e691594a2b3726017e5fa080291 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5278.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5279.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39065dc173a24513bab48b1d1260bdd9d274d062 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5279.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5280.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2db08e78ff3e0f277f4e35ae9739f04870b7d3af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5280.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5284.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6997ce7fce50d12a1a94bdb077f23b084529d000 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5287.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b79a7f52dbc1a1cd33c0dea11f5a471454f5ae03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5287.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5289.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f7dbc737e59e651ab633273fcd6ea72bd797afa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5289.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5290.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc304f9c7c069439151699b2c111e14970fc219e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5290.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5291.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b62b47d2e9bfc8b1dafc89d26626e769b2cd267f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5291.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5292.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1038aa360b619ada6b97c6b074ce0cc12f0156e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5292.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5293.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d81edf33ad4838173bdb50264c9326055ada84e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5293.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5294.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32d9a9dc287b65817c08fa190b578832736fed3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5294.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5295.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86d696381eba706ed677128631ab2cc1c9e95f4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5296.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d08f0e4a3cca7a5cb7a4d4558b250933b5432314 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5297.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52787906d5389c380ceda46d5fd0baa30aa98f68 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5297.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5298.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7530e49d6c071fbbd3495b68e249f6f2794a7393 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5298.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5299.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8aa54f78cf2583b172327d629106123dd75e7ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5299.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5300.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee169ab3a94834e94f39d51431baa61986d51226 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5300.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5301.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efb4ecf3e9629d4ed5b7b7145f1e711fe3afbc45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5301.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5303.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6da3110d88b80c4754236fdbaa59524d824b13d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5303.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5304.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6914c169884681647a55be862c6571fd8d6b30d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5304.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5305.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cec4da55f432480e72a9f05798a08e4bd5982e11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5305.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5306.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a468b97586d57109156c326e47a95e5c061bc030 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5306.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5307.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a492f1bd157f06e8f24819a64613a77cbe49fa8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5307.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5309.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5884ceee30dd71ed13bfc7bc98555363b406c7e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5309.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5310.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0333f78f2fd5b866ddb54226bfa2ca7c222a36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5312.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2cb632e5c5cd2683e9cf34d5f74e6ac53ce29c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5312.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5316.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eec7cdf55035e549b60ba1be0135a43c203d4751 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5316.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5317.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82ef5127cfb8b319263725839862bfe027e43c23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5317.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5318.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75ec75aed3d3aa460c1c1deb1313a47936d26316 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5318.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5319.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c38e95fe0ed50f5a6ac5124dfdf0392d95309fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5319.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5321.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ed773c9d79700c6548414ce4b8e3c20fd9fd439 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5321.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5322.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bab98b623ce37466c63abfb7a2c100723a16180 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5322.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5323.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b40a98cb6c90a9cbac3db81a2f1d7a1bce4fb998 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5323.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5324.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0e8e8ffea8257ab5ca8338ee8157401e963d02a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5324.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5326.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46770102f65ab3dc4ec55c9da7c2e78f0a78e355 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5326.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5327.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7b9a2d17b87c1ef669d7e917314abeb75fcdd4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5327.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5328.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc7b2e1e4bdf24b10cbe363cc805981ed29fcc3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5328.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5331.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7712ad070aea6192bec5f0f7b6a2bb8c1ec5e533 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5332.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75e86402a16501719d99754a408933fc24a83afc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5332.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5333.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6a34a50d62e81670ad93ce474fa2808762678c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5333.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5334.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3028dce346623ae2828539bbe564eeb55d91becf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5334.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5335.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ceb789d567a40d8e8b366f138912454b36acccc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5336.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21ff7713fa24247c4c0cbdce28d1578e6a5b6cfc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5336.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5337.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c03c375ca43fc1de73057b98e779a6badfcf44b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5337.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5338.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0de013ff321d9f991effb63b1da8c3ad743c062 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5338.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5339.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85bd26485dc7af3bd4c17cf9f755abf815c1b3ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5339.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5340.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c61409542de4b225b894d352da1d4386bceaafa6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5341.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b5481a988f7384a2fc72351cacc1afb6179753f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5341.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5343.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40893beb5aae811816767be2087f0daf1c5d0ce8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5343.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5344.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a8ad1b734e34ea6c2c79cdcd99aad056a3a2dd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5345.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..893e7f017cef3afe8587560b824bc117a867d1d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5345.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5346.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ae2553c2e6b426767620f388a399566a0da36bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5346.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5348.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c25912a2881ff35d56050dd42d68619372371bad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5348.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5350.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2245116c6e13d79ae6551bcdb61e1026db90f2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5350.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5352.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2c233eb021123dd1274fe9a05bbc7b53058aac5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5352.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5353.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b6f56e0d008617583e1dc40b05cc2191388d148 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5353.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5355.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bce7dd9db27fcca5cc3877526520b5b2e298bcad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5356.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7b757e3db824b56c6ad12dc1d09a05be05ff807 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5356.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5357.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e84e449df7b10b4be9e6e4647b348613ce68e56f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5359.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177136606b509925e632fa4b1609c788cfbfbde1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5360.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ebaa03038ed8c405e911e32cbf4877f7ee55db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5360.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5362.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f13bf882233c0bf50f64864d4922fd5f378a4ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5363.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6221f04d372e0f925daa64fb4cff4ffb261779d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5364.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11d77a632e51e23291709bec33c47b40034cf8a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5364.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5365.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35ce7d247035d3ce348ae32597947393a4416d01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5365.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5366.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24efdfa9aa3d402808384e6a500dc70a13998e0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5366.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5370.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3121c9bfe06f4cd50f35b1de13546965d2655730 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5370.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5371.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e068a3151219253a519b4b25512e8a8009d9509 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5371.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5372.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb57c068fdc9ec6e2456a4606245afd3f07c3ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5372.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5374.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052e8275552d9f0ed5f4435c915dbc8ec8a32d77 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5376.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cd25c8dd650957f88b1fcbca30d5e0028d52ee7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5376.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5377.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b730963c2f48503e4f87dc7accd697b7df3a4de4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5377.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5379.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c69380abfb3f301e7515453c2ad483839bfb47cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5379.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5380.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d196a08a98efddaf17f15f9b4b29e2821d688440 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5381.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a2226033e0a8aa875dd56627494b36bafb5009c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5381.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5383.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..222931c8d450cfed46bea9b3a6b7926d672c5442 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5383.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5384.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..802b9f4b6ec3df8a96e87a9315c053056af932c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5384.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5385.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2ec8e8784a64e54ee1306bcd4c70568552387ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5386.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0347a5a34bb835dec862cadfcb2d034c706f3e49 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5386.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5387.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17c346e3268da1042d1061927ce102c4ace104bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5387.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5388.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c4cfe434bf2d8d7ceebe4931c61b41969853771 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5389.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b013a1e53cfee38d94b63b677368c531478dabd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5390.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7244afd82fd9aaaf63d2b10bfed65acd4b76022 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5390.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5391.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d76c359f8583db5787828fe83e631c68a81c54a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5391.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5392.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90c498fd330d2ca634f4f8b2e8572d758c29d748 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5392.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5394.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69cc2d6f3978b4c695ea1fca23e67ffa0a076be1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5394.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5396.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c91136bd50e229d4ac05b1146ef7d7eff222a69d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5396.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5397.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62f0425168b0c812746c62928b5518601886bc58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5397.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5398.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6de540a6820989048ef422efaebc614620e251b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5398.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5399.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec867b9333fd224038b70bbe2a767317902817c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5399.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5400.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92c00d5b9d63b115e6ab3eec8a2c362a8905d9ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5400.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5401.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..799d2b240ed4a3f3a3fc0aaaa56529d50fb8f52b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5402.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7468aab4754edc0514ec0471321f2fdc992b1739 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5404.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60b2ff68af15dd96a1f5f3f1843854be77245b41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5405.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98b2e9af6b63b83fe90274a98b5bcd09484d0494 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5406.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12972bebb0509b72199de96242d0f713ea8726a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5406.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5407.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91dc766d752e1d76f1d56ed7428c3435aa823048 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5407.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5408.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..513b012f59855b0170976fe5899824d3806ffa19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5408.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5410.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43350ceaa37a05d12bb92d7c790e6a4aba5640c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5410.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5411.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24ec247f9c2546e31b98aba0c08dc3606f899d6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5411.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5412.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87a0bea1b9702d043a1d4da3c00df35acc8323df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5412.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5413.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2dc4959c24293ecad96c3445c788a2ccaf3be7b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5414.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3fe1d0921ea4576bbc0af3e564145c76aef6491 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5414.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5415.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e32936254114e15ecac835b942611de02599f346 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5415.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5417.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb834bbb1135eb45d3af92b60a82ed70719f380 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5417.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5418.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf7832981f0744641205356c5174b11b3838ed9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5418.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5419.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c3e9cbefb2a5d16317f28482c410ee32dd4501d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5419.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5420.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..328abb23a4b089377d534c55cf3d031daf465e81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5421.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff084bdc3c5892b147d19313f2c84e431a7e2c02 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5421.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5422.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63e7ac5df5b3ea6ba6f589124f607cfdb3bab395 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5422.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5423.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9264a846f2bbe457ff626c85feedbf99e112ef6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5423.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5424.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..312fc9777a7e45383fd0cbb208106bcc68cdb6a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5424.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5425.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21c6819df27864c8aeb21f929e81b11122968ab1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5426.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef8dfcd022455321cfffc8a024871da398c550da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5427.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db95767298c8fda78c6e4f3fa758a58e421b4b2e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5428.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6719c72605d2af6773f47d9e4b55a4578d06797e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5428.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5429.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14feef14899d1b5c29d079d60fb686f8a249a66e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5430.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48584f9c0ba3f6a564b1b886808e9939091ffacb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5432.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1efa995eb7c9a9fa2111b17830714181aa3c547d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5432.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5433.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d0c05c1c145ab0c63f815609e6e9aa045227f8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5434.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fba8dbaf9791e496269cd766450db1755f74766 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5434.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5435.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..981c085a12fb911f4534d1dffc3f398b829d6a8d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5436.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b312e46436ff08c78cb384088b8b8018769e9b17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5436.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5437.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfe24e7150a86835c0104081d4177bafd7ef8fa8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5438.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a607177e528bd3849c0b1c4cc6ec2a7df346dae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5438.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5439.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..084d68661bd1151dd6dc40e48c13896117777998 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5439.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5440.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ee8ecacff22a76cca1525e57239475824e4d1fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5440.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5443.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df5e78fc0ad2d1fae2834a415bfe3ef39d1d5477 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5443.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5445.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f460eed516f709235217a2e830c86d7207e7fb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5446.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b094dbefcc49ed32a219b9b34ea5ca528aee998f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5446.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5447.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bb5ca8677bf7599cd757ea5a14828572db1c9ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5447.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5448.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..905d6f266df797e5da3ede1846e6e536de06024a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5448.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5449.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e47c3f30b813010ec7e241c1a043f1bb129695b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5449.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5450.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27db786bfe93143131a8da01d829c802f46c1377 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5451.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa42c19a01b4f51406b44e6d482e5742003908c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5451.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5452.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d58da8775474a1bb28191b5ff8e502757a9aa30 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5452.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5453.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c32c36e706b238a5721a07a1858ee2dae4137b42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5453.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5454.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29f05bb6f8163ff6577b30cdecdf6e7d97e28f74 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5454.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5455.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5955ba001878c2f5007e9ce891f819589463139 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5456.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0470b16c9b79f031701ef2e5513f8d9bfa2bc1e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5456.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5458.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8b06cc3fc2b468c03ce72fc2786820dd6ac5495 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5458.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5459.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db61290236145dd33c13c357be506f050a383fa1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5459.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5461.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ca8bc4cd1c325e1e344079c9a4d8ae822711c4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5461.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5462.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95ec7afe1d72c82b42fbcc648bc35a827df12ce3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5463.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b2a06932014c51e7fd3d9cdba27e91cf9b5eee1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5463.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5464.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39e0d08fc9b63c97a81bd9c0b309975c5f2e863f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5464.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5465.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c635f93b4bb1ada3299c9e9001deaee0ac9d805 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5465.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5466.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed9c510d684b6a6d37f1707a819b64ed13743b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5466.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5467.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..404573facd450711e2cc628e9c8cab6f735bc89b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5467.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5468.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb8ba080c3197228648bc74aaf1b7035759caf95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5468.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5469.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c52f4fa63364e2ccab22258080430e828250be9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5471.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b27d3134f838f7672a57d8009002b8335331ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5471.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5472.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f925bb6669690c2d90d5ab67915bd9d85906bce1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5473.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f827e228100562babe43f230cd1532c89ae2ddf7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5473.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5474.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ec0bbcae6258d721e07986593da4dbf270dd37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5474.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5475.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..456bc55725e9f0a4f7175e27997724f34ce67ece Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5475.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5476.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0666fbc3cf642194ea094b6bb6603a8ae99830a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5476.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5477.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6a1bd1968a5e69a9cc2a5df13de24238d2c7b83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5477.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5480.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..406a12ef404d7ddc4e4d761e2ef5b7c159cdf9a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5480.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5481.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d0aa160e67c3a8d3e71035958ffaff0a160602 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5481.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5482.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8221b8090b64b1becbf9fec79e975fc79e92208 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5485.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea82a4f4bc9b78995e01e4e317da1614084a5594 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5485.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5486.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19fe3ff5fb7637b7d7579cc0840be8dcc7583e7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5487.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4867eef3c46f7c2cd3b0acfe01f7af8299cf553f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5487.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5488.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ec3d8da7584e80399ab1cdbbd2cefac07902f2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5489.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..675c0637a30d58164a9d2ed2d88450df5d6e91b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5490.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..561ead5fa9298efcf23da5cc12b576d364ad80df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5490.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5492.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f430c04a262ebac6a0e2b2d26b0f369b5a88a32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5492.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5493.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fbec81b48c46deea1188835e97dd7b2a06bdf1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5493.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5494.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1c8a1b9c23a238791f3d276a7c19bfa57fa6d87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5494.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5496.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..384132c2760b4d4ce3a52bf4b11341674631eab1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5496.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5497.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f428577b6d5604a8fead7afb4c33e125eabdfdcd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5498.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b0a31bfa6c377528e31503810f26e423949e3cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5499.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fa723f620acc2d491f4c87d9e4ed5825404c68a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5499.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5500.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b329c7022e98540ff525557a8bd6de642c683af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5500.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5501.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e3d4221edd6ed85cac80e92ca6b305bab970f17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5501.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5502.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d8fe123c777b6c4c86c24c586f1bf4be824c6f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5502.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5504.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..060d06f9afb5a1064cf59d959235f61800d268bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5504.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5505.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4346a06d58059b0d4ee8353416955c3efac6d0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5505.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5507.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..615cf8bb1cf52b4a5dc18ef7f4f136c30c698548 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5507.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5508.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b22d2f3ddde655478b980258f5e8678ac51b2f26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5508.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5512.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..940079c9dae7d02b8e196ad5c60fb2022b1c22d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5512.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5513.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaad4135d38128e7500049afcf3836e758847e55 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5513.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5515.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eb0937ba07b037099f10de1c82f9e8bf4da133c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5515.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5516.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba841e482e9ca71cb35719cc5b7cf6beb6391fe7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5517.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..216dbfbeabed135ad5974dbb9276292739c23572 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5518.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46ae6e81fbcbfbe9b01d2c657dce27cd47e5b454 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5518.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5519.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96e38ba3b544f717575b09e42afbdd8ab8201633 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5520.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd019e0cbc4dca7334725aa609fac2790bcc9779 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5520.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5521.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..affa3b32b6129439531469f72c6f8958e3099235 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5521.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5522.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1604f58e383f2ed29f5e22954cf18e62cc9884fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5522.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5523.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a49ffe52d056462ab6da189ab533882ac1c0ead2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5523.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5527.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd7935ae2f719041ba1ce0bebd2ad3c2adc5a590 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5528.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd5e76dd12d4c4dc7ae6fe5d0ae77c278dc6a730 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5529.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc2ab2891060634fa78bee5076385ce47dde955c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5529.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5530.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..860cd6edae980e93908e1d02fe107c4a579ba14e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5530.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5531.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..315b3479f83fb464faa856af57c9d633fdc5d566 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5531.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5532.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..169dd7ef68c9402a3a34f447c5814d4fa80c1dd5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5535.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..879d3f600056c61b5215f620df5a37c3ee56b608 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5535.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5537.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26b337ea8bd0b681dc18665c3703253223117eaa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5537.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5538.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7ce94a7d18bea9b8d8bb3581ec538ef5c5cd156 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5538.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5539.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85c9f1fc28f03044bc033df8950e2cbb42d5a7d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5539.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5540.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..928e58b362ace802b33579452fbfd37df596b16c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5540.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5541.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e48b564bb6f5e4085af42e0f41ff205def2783d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5541.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5542.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6539a548fe7cbbb85415ea26c83145181073ae4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5543.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5383109af3506962c5bba3b03cbaf6476253c1b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5543.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5545.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2aa32fb2e1915bac783906d3a2271a6bcf8b1654 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5545.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5547.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e9a9490fd99cc2c07d0c7972a0d2c719e2be9c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5548.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aed9bb8959847b5f636e1af011a2747e55f22363 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5548.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5549.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..625b11c00c5be16144a7741c15157b24a92300f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5549.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5550.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dd26eded0889ccb9d5c31b3f9bce982c7d4a220 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5553.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7f067ae622e142d212b7c055d85eb00d5e7ab6d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5553.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5555.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9905190df16bdc90879d393e77c7e32b069b13b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5555.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5556.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dcb335f3ca9ef34ecb5a9f18d99148f0917e790 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5556.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5558.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..658b66080ecfaed2af1dc3681a045ffec47a7cc2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5559.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e53f8534f2232a6cecdf7739ffe3db559b1a942 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5559.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5560.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf3203c97c2eec06e7490bdfe21f7be581e426d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5560.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5561.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6094cff356c70a1a2641bede9b4ce01844210ed2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5563.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2a52c29c0919ed3399b9e2ffbeebc0b7f725abe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5563.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5564.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e48f1fd0645a0f2101da60f698341dbce686f832 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5564.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5565.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0ac6014ada5a00c3ad9bec95554d666bfcae309 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5566.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2b5bc81cfd7b2ea685b5d48551e32b75b41f416 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5566.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5567.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11b4f708022676912efab0953298ccdd14e4ac59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5567.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5569.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cb3ce34a70ee6246ef3f8aea2fa1960452702a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5569.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5570.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff10476de6659f2382c86f4865be9d635ead69a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5570.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5571.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02ee2c8ff18c83bbc1bcae2a7829b75deaceb223 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5571.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5572.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51b04291f67899141e41d59b5ab6c2c84365dd7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5572.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5573.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cf3a51727acfb8dd03469f66d7a52183ea49331 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5573.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5574.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..771fdcabd767796bf2547c7db523f6f800a565f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5575.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf72f21a088ee5cf6f8df6553e3143d68001e1ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5575.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5576.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3eac76b383a825691546cdbad0dc6710d589648 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5576.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5577.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82825162d6179e3fc9d5c87a88fa1ab1f773e60e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5577.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5578.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15f658487bc8ef5a18aa76f4e989ecf4c1869051 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5580.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5646818691f2ec0e2277d2579f60d0a750c0f491 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5581.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1578bd4d49f688dc9f6aca9655dd5f0edd65b5c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5581.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5582.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db7601a1c5fa1cea7b0e157b395c9275853fe348 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5583.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc6b42070a9425b591dec6db03afbe941ecd7f39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5583.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5584.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7293667f95052de5c335965f77673c9564dfc65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5585.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0af58e5ca99a26dd642a9d74caef1af4fc1c74e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5585.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5586.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..452a1a52a0c847b6ee413940adf992867b43703a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5586.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5587.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..762a6947a07e7604c2b961e90d73271fc15bd6f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5587.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5588.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25f9f14291961f30a930fba0616149a441f1478d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5588.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5589.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a52510700b50d390b20bc6e1a47fd1be2fa10dc2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5589.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5590.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0e6e1fc4e26ae2ac3587f9b828034fb6ff91bbd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5590.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5592.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a207d4ec35cee5f1d6cd086f5f9a1705aa355e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5592.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5593.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0497e26bde57f18ed0e2dc3cc5baab2e25b48395 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5593.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5594.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..692c4da25aa933f6f996fca54e05ffd58faa8cde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5594.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5595.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e04455bc7aed1ca0f9843a48da86514abd966ee8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5595.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5596.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62f808515b30c9f46c44603a0ac1fd843737109d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5596.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5597.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd79ad4414217d26faf7b9dc2addb116ddfcbd80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5597.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5599.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..837db029e9f6e9861522aea7975b4d3e64f639c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5599.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5600.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a0d3a14e9773adea0d47ff1ed131a552ce6696e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5600.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5601.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac1e6ce8d4dd6a762374967d470c4b70058d22d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5601.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5602.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03eb9159c00b3bfa036d2c0ea9e9fb4d1859f136 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5604.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d128772d506af87bf60b8b3ef213628df00397 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5604.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5605.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e89367ca12f1dd461f19a35af18de0b28243f6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5605.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5607.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c100228423fec1148de88140ba25897fed55c9cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5607.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5608.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19736882fa8b8d0a4e8aab9e6d64bc425f2d2083 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5608.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5609.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0f16a1a81666310ce1fec3a89f8b5c78513c35f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5609.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5610.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81ee9ba0ae5b3de605caecad331dc6de88eb1f11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5610.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5611.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..264616b500102578d5012491ce2aa72965163854 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5612.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea42389ffd0731744e72f8cc12a245066d803f01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5612.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5614.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b2509b1bbb8a50a610c07c815af2d3d8bee5721 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5614.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5616.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee4651c3d404a2917bfecb3ae297d824921967f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5616.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5617.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9b8dfcd1fe23bc0ea271d4ad5378c478e4b545d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5617.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5618.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41fea065860c48152a68cf06eb2d4a426480e569 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5618.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5619.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aedd8ac05ae29846ed1a76a712786fe1e49435fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5619.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5620.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b23a5dccdccabbae314e84015303ab5a282e566 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5620.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5621.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14309456909f11a54ac5968e8827a3c2c5abe9be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5621.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5622.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..247de7e5e9708ca6f7e5b05e3e8ed02319de538d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5622.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5623.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b2008c08138119f1615527358b1b005619fe47d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5623.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5624.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cde2838e88927d7ac732f03a4910d910e481f410 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5624.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5628.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3a4706da1702da61f924c4d29ff91066b687c6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5628.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5630.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d9ed8572ec11aac05a4a47141e8b8b972ff33ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5630.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5632.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dc382e046e638001c20f5556ba3f03a965295e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5632.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5633.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f136192499618345dadf9218eca999917a7cd498 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5633.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5634.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..514c64d2d4184db48d10e3f846f645035a3876db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5634.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5635.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..762513ea1715f6b464dbcbc9bb3e130a5181cf17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5635.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5636.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..431f1a18f67c6e72776603c187b749372d832a30 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5636.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5637.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f57db36aec4749b42da23dbc7a2fc5a59f33ca9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5637.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5638.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a241542cffb3eadacef2d7cf66e74b7644925ea4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5638.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5640.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f30983b2c88359e5f7f310dffc2f8eae385c84b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5640.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5643.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db87c356f1e624ee3a46b38d3ec6135a1a912e77 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5643.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5644.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ae6028985c7af9b0a75e2539415eb5e03fc7fdd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5644.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5646.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92823cf0bf215ba105058d9880a6934fad39a279 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5646.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5648.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04baa8f525ff758cd4c9a1cd03b2d37d401a33d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5648.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5649.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4a93d7b352eb44bd0413f328cc0ca9cfbb406a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5649.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5650.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c3728107960b88294b8c00184fa28aabb68d2f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5650.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5651.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dfc6ca2d23849f3121a14d085decfd5332292af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5651.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5652.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bca2d86373621488c6e102b9c2b7b1d30516a2c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5652.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5653.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6647d982decbaf0b906b3c96a4ffa86aa3325822 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5653.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5654.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d38139d40da3800f4f2982dba9480f60501606b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5654.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5655.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0190bfca8aa9d63507fee9dc961b6669524e9b4a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5655.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5659.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a382ce48e7e2dcc8bdc374cecc8f9acd8b39fb0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5661.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f7dcce811370657be11d6c21f7a9361238fb49e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5661.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5663.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00eb4c83704bbc9070b5a00ba0f195aae4d0066e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5663.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5664.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65a5a3db3a83b985ebcc8b1d5e33807980cfce23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5664.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5665.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d851729bc284ee125a15b6dd667db5a1dbf2f4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5665.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5666.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69051d3225d0387c22beafac42b6be4db865bc46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5666.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5668.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df53533705c4164ef9d1a7c342e4214937b49171 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5671.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca964adfffb285271b632889fd2ad3f6cee1bc68 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5671.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5672.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41598b4043eaef44dfc9c657428f7b5b06e0a67b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5672.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5674.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d3ec9726a5730425ac8def7ef86b71d6aaef2fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5674.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5675.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea41f11544ad0bb7bfb0365d75791c27c255314b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5675.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5676.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f8ed23867b299c9cd7d3e81f8c516158b1ca5bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5676.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5679.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c915f543ee26921795388d04f04a2399d1eb983f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5679.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5680.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c1c0b75452823f01d252e6be6132ada94d12ac3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5680.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5682.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..822668d677ed8f62d2a79fd172d303a8f2a4d270 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5682.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5683.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8c25856ace0e2b504a16439bd8d8a586d97661e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5683.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5686.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96f6c968ab57ebc0ef7af27119ee936c5c40e287 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5686.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5688.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..460be4f3cb72ca0ffca29d954cb15ac5e1e13c94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5688.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5689.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b2673f898b3cc654008f147b6a679c0a0a47c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5689.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5690.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e777475cc01ae6956b29b7b48ce1eda374942040 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5691.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50788d752d5d05f0195cf051fda2991669447862 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5691.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5692.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9cde5f5cd08033882c35a3c0d158a73fcba12d5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5692.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5695.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ae2dd4c4dee2828565782524231c61c16ea7690 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5695.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5696.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba2c6adb8b445f27b5bfa0b98379be022eca0ce1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5696.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5697.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e17d90679c8fa5a181262faa9ad614ae8d72913 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5700.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..677acdbe4657d0e35d84ff2375658ac59f7ca6ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5700.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5701.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa93a99bc65bbb8e71ca0cddb4c426168aa60d83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5701.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5702.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aff09caecd95c25e01d1957d5dc677967996ad5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5702.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5703.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0555377d4526ac20a9b3c2fa967a1358e9028a4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5703.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5704.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfae2b58df0d412d7225f7e04ea9571c7c7c203f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5704.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5706.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fcc4498084968314aea00c9269606688f01c118 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5706.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5708.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad1463bc39313bfc81b276ab2471d428e3101516 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5708.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5712.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c8dd1f91af4977e21cd038e31de5b0dc030dacb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5712.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5713.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df327aa318215c5cbc0d130d746c59d4a4c50766 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5713.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5715.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3193da861a80b9e9147bbb69e08387d60524a07c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5715.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5716.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7ea3ccbcefd771160a9b5b5611d27be8b8b9577 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5716.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5717.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ab7abb144238e7bb7cc8c6fdd35fa922df0faf9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5718.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d53021c1d7c37e2ca854e3a14e60cf203f1d10c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5718.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5719.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..564805db6e89bb487a9f65f55b2cb50ff457eb3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5720.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c7d6d866276ac320dcdc5605eaafbcf6577602d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5721.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95ad40cdb7899e43aeba2a9e0b41162aedc01bad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5721.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5722.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00964e253af8b02fd3d1536a7198abb737daadf5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5722.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5723.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9fe468c619133b6337e960c0d946ccae5f47d35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5724.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..918ebb6ff99d46dc0281ff9069d58dac81685aac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5724.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5726.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b63f4f31c0bd07cb4f528d0a90701df74ba65bc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5726.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5727.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..545f45681603d23b9a32f9b09f2947320049cf86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5727.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5728.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf272b6c95095d2c04fec98c8d7b668665899f54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5728.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5730.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a78a5825b580a001b37850b86fde2049a80acaa0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5730.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5731.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85231b53c97d91cb658deb1a27a97bce40c5ad45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5731.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5733.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cec519a7ba974f97ea18995ae61deac7d4a9c6f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5733.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5734.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19c92b578264a4014b33fcc7db4a2a06f71cd2b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5734.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5735.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59fc850b72cb6e9506c5004688654f5a4247c4cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5735.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5736.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d420b504bd3e5819a300d4978bb2b9e6cff95c86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5736.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5737.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e700d3d148e9dd3fd43d4642c2527eaeddbcfa15 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5737.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5738.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..109d583a8b209d9742124b220cdbb51bed006fa8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5738.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5739.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26a1c67fe53d08610238eec61a27c66f93547abf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5739.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5741.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2a36c1e5f34439ca2713bad21630d409f9c4e53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5741.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5742.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3669104349fde471e0c3b978f7b7dd8ec0cfeb1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5742.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5744.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac1d088f2e73f48e21f397da15ee041d50d657dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5744.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5745.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17e2f8d4856a43fcb1a8408f25c2042f52b94046 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5745.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5746.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da13abcb50193c40f70b73a8294512465176ef65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5746.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5747.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65b7f98c342c18e10a82d718c4fce021aaae7303 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5747.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5748.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..867af43f4b519a73d91623b5395bfc3c39e90da3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5748.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5749.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c6c20f7bec91ff496984dfc1ba8373c95f6ffb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5749.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5751.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b23b52f4e90b4dbf592f1737be4facbf7e76393a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5751.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5754.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c31066b65d4b043e2389adf967d18a7a64a3de01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5754.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5755.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba8dce8414a97c47d5fe5ce81e225a12a0ae0e03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5755.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5757.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2754f34813b7bf40305ea1a49fa782296900526d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5757.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5758.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d94a60ac84e56ec416cde7adfb1e09cd66f5115 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5758.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5760.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b998e905554bfe294981cd6fe868674b63f9ba1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5760.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5762.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0bcc51adc231536eeec5767222c85058ac9af1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5762.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5763.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b6365140d629bf5631ca1baa7291925e31868d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5763.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5764.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6fe6c6b6b52c47ce6d01e3cf310e412f85cd22c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5764.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5767.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4efc57c7c978d14617d63c709fba0abe73283e29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5767.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5768.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c386cf8888cedf9e27a9ec42ee2531e3e2cf6fe7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5768.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5770.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9833d3b4d355a73435439c084e6ce60463847d0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5770.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5771.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a97bac3580a264d0da0e2498f4e011fe18cc6327 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5772.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03d2b369334192ccfc1468aba1a261e4d1765ef5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5772.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5773.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5357b4cae1230513abbae2e6676b30bdf884c9a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5773.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5776.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05fb75e29db7e2827b35384ebf0cde52efde62c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5776.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5777.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b99c05f1d57812d6d06f7983383f935c9e081d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5777.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5778.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bd999bdf1cef1ca28c1f88416046c3714445487 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5778.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5779.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9bb713e43c56d82408851693e1a3be781ccef0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5779.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5780.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c92afec51700a4120fe1c50ea0d191f167a1a18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5780.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5781.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a45be18908ad868c6ddb36b4fb912418d1b81a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5781.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5782.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2153d922c219f840b5d37102b493ba2a7f2c1246 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5782.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5784.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6571c808b28097e83230efae1408c009d2c4835 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5784.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5785.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a6ea43b4ca9a1417000f9b063d5a3ceb475cebd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5785.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5786.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..920809acd692d41f2e11cc793b62f948ea3dfd0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5786.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5787.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4c1a9d253474b9db707655e3fdc69192cdd6650 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5787.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5789.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a64aa457236ce7d92b3529fb24656bfa9168a2bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5789.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5791.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d38eb828af4d8b84e5727e77cfa7027efbfdb7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5791.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5792.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da3534a3dc01a0304aca21c23bbc833d8b6a98f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5792.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5793.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bece52b757a6baad1b0a1411c4390fc20e164fa7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5793.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5794.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb6ad0e5e633781df5e871b47ae03db28826f7c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5794.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5795.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..735e9e66afc3289bc54f7806cc484ce5b9779e66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5795.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5796.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a21bf45e8dcaaa41ce261a06cd2005f34f668e3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5796.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5797.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dedf6c99d4442e8159206bef4b50d11bbe38e853 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5797.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5798.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dff68218f797e2f7d0623c34ead016ea0d87ca81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5798.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5799.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010cc1b0aa5e5a3b67d98b76f897b78e7bcec518 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5799.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5800.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f890c9f2d6d941cd8f35e58516b16d5b35be770a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5800.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5802.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b2eeb6f91701e822d732a5466ce52f3012945fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5802.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5803.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e65d09dc0356cdcaca5aa19ad408650915622acf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5803.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5804.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..051d96de224ed2ae77011dd4a78775b508866da5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5804.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5805.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e1b02f74e85514ee9c477d9f37997c6e6c562fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5805.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5806.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..923e43d473a6e608c2c652b0c0c701d703770c6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5806.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5808.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a815b199327eb4fb2177f901ea75f48cd6cdec95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5808.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5809.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1897e9fd58abfa6815832882f04c3215b6a77d65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5811.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f2ce1ec786f88ac3f3d4136da90ac3386bfa686 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5811.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5812.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edbfe5fc31cb95f7bb115c8dffebbca053555934 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5812.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5813.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dc499f236730069eefe7bdebefaeb7e4c408207 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5813.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5814.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23370802f2951bd4ef12af5c26983e77b93c2993 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5814.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5815.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e76698eaf480e807d6e3d40c2def640c781f9aed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5815.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5816.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23fa3f471ae12272cd343ba76dac13b125599663 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5816.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5818.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed3db191ce46eacce8c4b755a26885aaa390c70c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5819.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51855ee71a6526d68158e79b67bb6529ef9d3479 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5819.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5820.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4202ae401a8eb2733d425bd55fad6c41bf24a4a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5820.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5823.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dda6320277b65e2c61dd594f0f4298191b30b787 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5823.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5825.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbd7eb6135a533e4e4a01466bdc79b508907819e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5825.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5826.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d64201e3d19065888267df8545a6561e3c7ee8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5826.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5829.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..154fbfd9cd1219e396d5d1645516caba5693c7f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5829.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5830.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a8cb9d461579e6d82ef4c2cb8bc5790c4e5d2bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5830.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5831.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f9c6a23a222eb0867ba0ae29b0f97acb31a7dc8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5831.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5832.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..235e6e8e7821d8140924db686452658ff41c7393 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5834.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8120aac86a51376e0b13de9b56cfbf78b65021a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5834.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5836.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c14feb32e664b88ff34076fef56d13c465c20a6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5836.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5838.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f77cefdd489fdfd6b03ee28bf2104705f905e3ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5838.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5840.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a365f5ba460d21872859fe50ac8bc57b1d4d4745 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5840.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5841.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f0a0de04d17640c98270149cdad7c474bd9572c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5841.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5843.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba6fa4902540f8335d522d66a2d41df5f191c282 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5843.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5845.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb1230fc11e77c1718efaaf4cadd732997e24abf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5845.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5846.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60984597fd27f06a6668d47d45e6b74855e3a0c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5846.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5847.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7176ed19eb7d8b18020e5730433f6da577135b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5847.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5849.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75af4384e22dc46301c80fb7cbc8327c9538baf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5849.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5850.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f74796ccaa3299514ea43c9b29d42276a0e7d770 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5850.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5853.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5a25e30dbce30c1eb6ca84bca57a0eb8c478411 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5853.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5854.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6175623673603693d6cdb3a3e1329ad134a42c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5854.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5856.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a82e7b678982a6a9f58115135c6e5a1d133709f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5856.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5857.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c564299f6af65cae368ce3db0edd6c53d1159c77 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5857.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5858.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fef698ed6620963f3190593587f1ff4c619c5c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5858.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5862.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..167203a4f66f32b70ab54eaae5123cdd168677af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5862.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5864.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7ec7535b6dc193e0b0d3034160234ff6731b77d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5864.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5865.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26fc595b2dd0d5a29f4048dae01134b132519cb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5865.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5866.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00f754e022967894dc3e5e2ed9874f9341810794 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5866.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5868.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72f72697282e0f920e3368148a699c060a980fc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5869.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2c702ce0b8d9f87e73426d148d344a98927d007 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5869.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5870.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..672aaa9c7d4782fe38040a35b8d1c709feff7d43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5870.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5871.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22c3a4cd6f0924d6d53a43d2a9bc48a83b555feb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5871.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5872.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae145eafb8729535075eb65a057df6f810191011 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5873.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d044d503e1aab143c58baab5cefcdd51faa0c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5873.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5874.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bbdc5edac4914bcf5709bd13a05cca2f6dc4d42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5874.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5875.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15d308ce66f1d9f8edc5b3671ad91d15a5d70c37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5875.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5877.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f17d172b902fb518503b8fac3ee9be672c55d7ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5877.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5878.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97eb26e1b88d9d22e857d6d121e89656fb1007e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5878.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5880.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f010728df4bcf5c9bce18a38f36e0a0a10f4e9e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5880.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5881.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef56ff5034a784cc425813a7faff071754ce8ad8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5881.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5882.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63bae90ba1ef47c80da07478ef5e7f5433b18483 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5882.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5883.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a91dda04fd5ac744397f5245815d37a13b7e537 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5883.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5884.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..733cce89683fbe6a7ecd528e9220fc319591b259 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5884.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5886.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6f7f18eb1e409ff30d23e4b4e6e49fff2eaec4a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5886.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5888.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c969bd2d325dc53796ed7f7703fab73e16fb41b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5888.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5889.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2609b948c59a73efdaae4cdb1a62baf25a1c3614 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5889.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5890.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..464f5bd2e3d88b9310d2c9e6137efe7788178c4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5890.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5892.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eb14197ae0790bc67cbdbf41d901ec65ab12227 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5892.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5893.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d82c968ea8aef0d770209e1c9e6bdc76915fbb5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5893.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5894.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..914acfb55f8767036312717d7aecb744f94f1e0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5894.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5895.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9af163244fd6b65d8ba893114c45836425e28c3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5895.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5896.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99fad8e40c9e6ec92a4f3ac8dfcac48ed2b6db89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5896.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5897.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6cb3b8e1321abd071d6654486870f35cbe8d8f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5897.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5898.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c32cc08b695ab636352697eb1e61b02f1ce26f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5898.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5899.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a582f8c771ff2eb5b4c61ed6cc53918d8ddefbc8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5899.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5900.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a6e9278cd3e6f254045b0f0bfaacb2d29685cc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5900.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5901.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81369ca745ecef1037c13c033370daffa0f07df0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5901.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5902.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7c9e7d282711878fd33b2f898827049d59ce865 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5902.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5903.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f5fd482fa0233dc700d63f14dece806feff2c60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5903.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5905.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33249b17b6f15e72dd3de532d816d6f6ea62a14e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5905.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5906.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddd6a38751c0808d271ff5bd2e1226358f07c98d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5906.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5907.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1d3a244d0a9d65b660fd7b1c3f5cd72b22744fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5907.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5908.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ef61c0581b4e70ab80ba7b6ee7b83f2d5a8d896 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5908.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5909.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dabbe7a3dd096b479df43f89aed18082b2cc721 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5909.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5910.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b71dcf8a4ef4c19b848f4503f2e0f9dce35d62ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5910.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5911.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..300ffb2708c2b2c5ac54563b35cd5c0c4657b692 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5911.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5912.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..328c3410f0ef7901a2b8fd50d810b252099b7e4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5912.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5913.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d7834a5ed3179c4b7e585fbc808cea85b6e0fef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5913.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5914.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da821a6dcbbec883a5c4b8f744d17ae98c3afb34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5914.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5915.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..844315c5f4ce1f2ad2c52e8ed4d5f7b63f326f57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5915.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5916.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33b387920b8af280f43700c7ecc04497305e992d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5916.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5917.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71c2c607f0fda9fdb7fad2200c0e8ffffe88aa9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5917.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5918.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dd07670e9e12611e4f0c24f78551186779aa5c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5918.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5920.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80161b61784e1c6dab64dfde05d65bacc3c4a94b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5920.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5921.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f1bcaf5e388b37209d962b469d74ea58c48d0ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5921.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5922.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e811f972782290359287cb3d5338f0c79a44c5c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5922.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5923.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1e3c7034c28f2c24d931b5b544347c234b41c01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5925.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99280c206d6f42f61f41728b44acee1c90e9a683 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5925.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5926.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..261f7ae8413c9265337650b070fa34322cca9599 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5926.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5927.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e2c3b54833d6a33d2dce9837be0b4838e0275da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5927.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5928.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7439aa65d22cfc4e3e9ebb122a9ecc328efacf88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5928.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5930.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da829ece85a692ea87e8aa82fc33d9829e2fd0e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5930.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5931.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b43ce6461cfe0fc509eae4c1c2dc914b604bd544 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5931.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5932.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae2c9fb2926b9b890e8dc67d221168b716c84718 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5932.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5933.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e08c856b72d7887f67d038bdd5a13aa83408234 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5933.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5934.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5937ff2aa3f36482e4b9f8c6d77f41872a1c4ac0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5934.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5935.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b46f409d796bbb4b09c3f2d696ce683fc14927a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5937.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f167db849b49276aceaf045977a2f26326dca811 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5937.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5938.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f53a32a74d9bab79e29e8882e2295fde674dd68b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5938.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5939.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c05318fd65cb91aa68c7e19c7a634e7bfd025c4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5939.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5940.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8589075c8e78b2893f157af2da61dc75c3721ee1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5940.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5941.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31620de7d9472dc5d18aa7eab06adcd300f9f501 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5941.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5942.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41edd009309281aa1d1878fa6ff23da368d4d30c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5942.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5945.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ff4a01df696268c6cd8e5b6f1992676eb5fccc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5945.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5946.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb2e5bf30f2e01db7b8c0e56be61bbdca5eadcda Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5946.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5947.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..681deaf9ab21c6d0549329c099e0bd735cc52551 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5947.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5948.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b855ae3b7befec0866ed2edef40c036d47cf7484 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5948.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5949.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34215b3f8a1315aafe99c2af0c898a6c20b474da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5949.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5950.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..127d3d1d925a118fc841c95f43a5916bdaf669d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5950.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5951.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cff8a665d6ea9bbc1807bd0e59f03b32a9d1a38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5951.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5952.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df60baa038bb99354d3d23cb29ef4e47e7707cda Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5952.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5953.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf6569f9f5a52201e6cb76f1abc1661472b0656b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5953.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5954.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e5e63eb4b1e074b52ed0f4705191f87aede3957 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5954.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5955.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f2020bdd1900919aff090643c5767cdf50115eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5955.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5957.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76b5036e9da491c8a0b1492a96a492ae574e13f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5957.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5958.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a4039fa7f089554ec57cc7ee6598f92b13d122c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5958.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5959.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32f7c8d32f80b3cf56ac8d7720d4b1bd4db153db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5959.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5961.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdaf25e83d3354a9032df48a5fc7497d0a63ef95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5961.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5962.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..943e348a58365ff6cb4e8d9a83f7066a3d9f49ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5962.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5963.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b9b317e55a9567dc491abe30d90f5eac6dc6461 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5963.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5964.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2db0604030009651192584c940c8d2a4c5bfa851 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5964.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5965.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee2ca4427428cabb23c37802d202a849bcf42f2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5965.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5966.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b70478fd063e854dc94b18b28f5627c1b4632a23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5966.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5969.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d8866d293893d0e46d4a0ea3be5bc196b7d1a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5969.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5972.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fd4aaaf46908196cd1afb543872da42ece4a87c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5972.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5973.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3416351b6646ac18f0570c66584572fffed859cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5973.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5974.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45c7a38edeae77b819f936eb11c72175829c8d39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5974.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5976.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b690edd26c1c81f6f339ce253663fbf326259e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5976.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5977.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d900878a204c604fc7d40a72cd3775a75953825 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5977.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5978.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71b04f555fb033b01274e563311931eba62d71de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5978.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5979.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d0d8c4b3db7abf4fb509e0ef0a8e48127b2f419 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5981.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..515a5d5bbbd911ed605bb895e31bd03b80a90f6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5981.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5982.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d6724596b49afa6c55d199ca260d6f2a7c7e43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5982.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5983.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2620bb2868dd7a32291833b1e43aad1236dc3e96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5983.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5984.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cb40cbc137d20c4698e42c3e8cc46e855e59d9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5985.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29e13ebaec6c804eb674c1534b565a874b5a1656 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5985.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5986.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a034ea4c783a6571bacdd1b288b5978943cd299e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5986.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5988.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b927e50c58e0f266ad59f404e377d925b9abddf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5988.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5989.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23fcc7bde40d1d0d8b4e9321c06d03691a947f5b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5989.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5991.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b888ce16278c2e186c637125d5fa69912f3b6692 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5991.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5994.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d99c452f016acdf1ac9b830a8d7f5aeb78c833f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5994.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5995.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d8a6e381ac01d12a405ffddd6f2ffaa8957fd9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5995.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5997.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af361dc2d5f95c46f6fe612f195d02040c3e60f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5997.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5998.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d099d330c4529867d986098d1a0eef17ae9fae20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_5999.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_5999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea0f2e405004e27bc14e032346fda9691247f33f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_5999.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6001.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f20cf6ebaf5070bc9cef051177de2d753f1f9487 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6001.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6002.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ca4bb08899c351b20d91b32bf6763fef1fdbedc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6002.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6003.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f1fb13602f76f2fa268a2b8c3746f1c5c9fd150 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6003.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6004.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1932a042f4b7781a5fba2b6def1e8839777a714c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6004.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6005.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76541a8102b7913a6a2903199696b229be8b0d5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6005.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6007.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4aa729ea5f47c1c51ea94ce455bbd6065ab6c75 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6007.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6008.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a49ac386c99e7cdd9420655410f023a0a2f16cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6008.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6009.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4381672f4113b15f1506b53a0e495f0dd3159931 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6009.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6010.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01e0c04bb836e85f9244401ba4b3e74d41f035b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6010.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6011.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7043daab1bb0d4e68a9f3f1741646d4b782d161 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6011.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6012.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07f0b0d3dd89f6121033365633cceff10c823008 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6012.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6013.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e16bf1e3e9067efa8afb6c75e88b4cc17360c987 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6013.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6014.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05d281e75b87c88194783a9159fde543520ed3c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6014.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6015.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dfc6d8a6fe6a251ec22b5259296dafab8c38adf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6015.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6016.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85e08452060a2379d60723042a28f1d6432586e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6020.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ad5869f18c676ce74163cd5bfbde5af1eae086c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6020.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6022.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa32d140c81bb90cf849a8bba5de3a256e90b724 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6022.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6023.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfd07148160279f75f6a94728c478bcb0deb2709 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6023.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6024.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcb9b8c2a31e8f3f3229f8cf7bc54eb31f1dc972 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6024.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6025.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab58e30654e1c1d52b5dd648fecd0147c8076c64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6025.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6029.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5795caf8a0a7112062b455cdfe3eda4150fb81df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6029.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6031.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4c555d21094635482a30376df94b62e7c375bbf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6032.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8370558576959ed6a27ca353960277023c310a4a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6032.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6033.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e7f48e9a2e40e5c4dff8f12d448e68ffba50f44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6033.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6034.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82a97fb70db4bf56ce416f35fd285d32ae81d399 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6034.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6035.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bacff0e2a77c446d42b64647f10ece0779c76bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6035.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6036.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f2683f966b36e76327bea802181005d34cc0c40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6036.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6037.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4843b306f4ca0ebd999e75d18c777ef150b61a4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6037.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6038.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a413612b656ec4c2d489efd123fe9c1faca1b75 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6038.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6039.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcb06ea7b2f67eaaad1b0ac5a2081bc58ee4c189 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6039.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6041.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad0b68af7f80b7c82bc47b47f863acfe62bbc817 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6041.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6043.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2e13d3e460a6d777293a57388cd0af73e478e79 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6043.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6044.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1b583ea30afcfa68556a45d7d5e25d11ab8c08c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6044.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6046.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86c4dc87b752a8cf610278e1748875271f9ec3c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6046.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6048.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8b0fc50cd7df5d57fcd72a89540b9b17a0ba6ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6048.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6049.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df46ae27c4cd58f31f650c4811556de512d5c7f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6049.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6050.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac7398f0e83381b37092020076b1f43a135f072d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6050.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6051.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d416d303489234e50fbea388d3630cca74b1c49b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6051.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6053.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..707d4b401dd12e9bb2b9a6e71f2b85bccc6887c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6053.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6054.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f1fed5de489ecd94e47b508b7edfff3f9968e71 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6054.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6056.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..319c678084263555627873edbfc26bec75d21e94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6056.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6058.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2293bb5934c8ce24ef80933e40b7eb83e225bd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6059.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9735687b159dfb0f35ad31bcf4a8de1177e3359c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6059.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6060.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1884fcebd43012b253027e9ef07e181046a12f69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6060.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6063.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d639c70b9120ee92fa0070c085a0b9f0ad41184d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6063.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6064.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b525371186fa5309e1123f4e3bd5db0a12e5d885 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6064.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6065.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d51bfd8c1e04837b8966b238a5af4fc89417ef5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6065.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6066.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49801483c3271933c7fc74b55a3cfb2726b43bf9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6066.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6068.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdbcec03bcd61e92ace591afe1a90dcb7d98499d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6068.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6069.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1f42737b034f12f2ab867af33c0553e46e83347 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6069.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6070.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fec8b3a151950eab7189ca89f82dc7b04971030 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6070.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6071.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26399686eb60552de44b1d3f3c4e01cc088a124a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6071.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6072.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33daad36889510eccab10e6e63a1703a1db05ef4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6072.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6073.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c27b0a93a9f9a1763a7202d84e3bc68ff4c3f348 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6073.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6076.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..906e6d64b5bb6ad2c51a79b22f2973832db344fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6076.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6077.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8136afe5a732d967be6632ed7e4cd7619061a99 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6077.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6078.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62ddb7f381b6d0d125f65df8f8cdeb2654f8caa1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6078.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6080.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dee2880859196f44b2a4f879cfc2df2442a21236 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6080.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6081.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d589ff11165e2ef50cd353b6d09fdd606b5eef13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6081.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6083.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d3975cfdd5ed58ac77eb73e6ec030421e2e94d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6085.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7adaa397c886ff3d3349e6dba79f1cbada48c21f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6085.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6086.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cfb82a1338706b08d5ba6ffd50fa0dc9e57f237 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6086.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6087.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0ddb5fb06186e2def583c509d9dcbf1551a51b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6087.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6089.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..342102e0e647723c156469ff2da03df1c110398f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6089.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6090.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f98ee3a4245c1fd3192526dc6291f693580f5fd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6090.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6092.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28a59f98c24cf7bcdff020fc1507f4ce49572d4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6092.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6093.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8effed6d31ba0b480fadf2e4aa8ffd77e35d0ad4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6094.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01a5a8575d1fc5ae741e339d28ecbb725a7da3c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6094.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6096.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8a7c1b15198824377a6a2f29b90142670ec7f7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6096.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6097.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8c151cce19d68c7efb08cea8e13547d5c1f73d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6097.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6098.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4692f12ebfe0ba34f4eb681277ec58f9432e2a6a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6098.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6099.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5783e94eb332f9655829864cf0be5de0e245a9aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6099.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6102.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60069dbcf9540b49bef6a4f50299043a3f3f8c3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6102.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6103.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fcf03f4961c5b2c86513e5e28f835f7983a1a2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6103.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6104.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84de3c22b8132b6e49251f750044760f37415bc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6105.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ed0e17ea0ea9d00a3224bbe3ae0b4bc84e213c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6105.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6106.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca26ecddba023e151ef1cb650afa5dd6d30242cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6106.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6107.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..073735aec128d384baa774fa73fa6f580417d675 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6107.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6108.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52820e19f081f091c1c5f8a8e01613525b08cc7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6109.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d7c2eb72bbc351a3a7cdb45201092a5e8781feb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6110.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75218c43b454851fe81dc5a40c96633d19f0152f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6110.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6111.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9436d9e1180fd733e6a0c645d7af87a3b7694c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6111.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6112.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c4cbb794178a310c585fb2abebd72ef764fb1b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6114.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ec493073b677af2c564a67101e0308e88680923 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6114.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6117.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc958412ae967adbca143163e8c1c7578f4393a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6117.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6120.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d3c93967f3fbd49413799383a7efab1c411e225 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6121.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0a221245dd4f1b0830dfa0c99a1d013b031b176 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6121.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6122.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6a47287fd16328de89e46a31955ef8dadb23a52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6122.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6123.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9422bc649dd74c6c2dd707410159762133fd86d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6123.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6124.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..211b8f658e58fbe3f25e6586b3389bf41d8a18f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6124.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6126.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b5ef110271758363d46b721858265280e11d8c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6126.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6127.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..712e4e61836741ac9b95ece69b5ad3ebd4ebc2dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6127.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6128.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f3d18c9cef49150f2678f9b534e0e29f8e21645 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6128.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6129.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e2eb968f28f90dd9531edb530608e05d53d955a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6130.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d835267e25729f9ee1b04dca620f21c0a455e4cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6131.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a398c96ab12b23765656dfd85cadfff0306e3ef6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6131.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6132.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0536cc7fe468a6980156c9aa815b6d924ee7f1ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6132.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6133.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45757fd774c62f0a5609ec54d62f116004f1e14e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6133.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6134.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54fc152f8cba2ca2f769671abb35c6750447214b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6135.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1034ba2860f5114a92671165c5141af965737cc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6135.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6136.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57a5f86511a56724572c2bb51c6424924001de2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6136.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6137.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16f1a5189a7267daf5e5ed0240690412dc3c493e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6137.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6138.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae39d78767d1f5b4f97a75960712c7a750a2508f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6142.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31e5519c8e428d7f44715ad4dc7010b8fb0479ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6143.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d709c8b2f77081c3caa6daedeeaec5bd3490a991 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6143.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6144.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..953c2d01c13e28f841c9583bdda0fb9a2aa66100 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6144.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6145.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb5e0db9ff0a2b6ecc2888c197e666aaf1e0ef08 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6145.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6146.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fa7f7622daa8fe04db6669c07a6ae075a0d6daf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6146.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6147.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4cb40f28275543837ece9220b44f79518d7f81b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6147.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6148.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7be2fada0fa2316e109a60be10024157eb2b9415 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6149.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..532541ea35590d90683082dfe343f8b9363d9a4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6151.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36caf0114d38bab497b6a8dc1e325f55edf7e165 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6151.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6152.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d0288229e8e1379174bedc959196001d9f2838 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6152.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6153.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d11aefa4edec0c3e1617f1035be1b880e829e466 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6153.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6154.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06003aaa01af9752451a224e5c15f0f675f5b21c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6154.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6155.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f3d2bf15d7041b0d7aeb065280fb36c59643b9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6155.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6156.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17f3f1d0954ef5aeb5ccee56f4299fd03b1c7fa0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6157.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76d79ab5a32881b36f399dd3e462837931a2d352 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6158.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..837871fc06fdb2004ac23d327396b2703153c050 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6158.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6161.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d36c82e8f182ab6bcd19e9b1605191440e79a96e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6161.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6162.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d853604143439f1b17d0178eaeac512a3d0774 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6162.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6163.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3daf423410ace20329eff7ebe897957e0bc56f8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6163.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6165.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56d4ad77ccde90b50dc5d98582b1f26fe45ebfaf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6165.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6167.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01f00bb177684bb75801dbb74958f06053f45dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6167.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6168.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..322b0ec352c34609a857cad9b3fc36ec33c357cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6170.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21bee34fd585fdc077a7833f16326994528ef63b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6173.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a73ce6df8995382135feeb85e7a8c0a805cc0c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6174.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a087f6c547b1d738445f3f4e27210a65bef23a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6175.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c483a181c28bceff1c99724dd50d257b4ae75f89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6176.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6315cfbd853ade12deab6f30f31d2a36990b4029 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6176.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6177.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1f5a6b1277490d7e4d283dc0935ff83b35aa925 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6178.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aa12563c5925571275eae279e30843e0a735ab9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6178.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6182.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48aab7013c9cc11196010f45d26adc6985641862 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6182.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6186.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adfdcf7f9904e82e91bec6bbc55e6a146817ca87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6186.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6187.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8762c65c30613869194b7e50481771279c21a76a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6187.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6189.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c7c22cd65428d0fd5817843767b154fdc6d0fc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6189.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6191.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b69cd5e537bcef74c4c817691a109c3e82211cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6193.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02d27eabab0e1b6e246819b96ba8b4d42e2035fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6194.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91761b350eb9bcf75484ece1507d7ba3f6484ab1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6194.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6195.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc8cfeb847507e4fa2220841ab55f33df9f5c6b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6195.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6196.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce0ed07ff2d7b303975d2ea60ac2c7768609a132 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6197.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e02a8b28ded7fb591774b65e164ffdee6618f138 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6197.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6198.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f4592bba6bae0c871bb08ca02dc852eec3dc835 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6198.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6199.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15d40a9f2b34c244f76dd8c9801148e0907d5ce4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6199.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6200.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..caf092dfe6d009fcfd197231e50b78d1f2cc84d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6201.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d63969fa57869c5f78e1875d74faa64bf46e3c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6201.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6202.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dec36ed7c27547739a6c9134cb519e70c005e0f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6203.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..506394b2fd3edd531d447f2d7b7a70fe11363276 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6203.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6204.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c27935a6cd82019ecf973a9d1bbdbd04222a9d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6204.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6205.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..984f0370fe64434b7b849bb17ff8d8a6db5c3cb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6205.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6206.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f94a11f2f43ee85ccb188ff15ab99132a2e0192a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6206.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6207.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75c810277b465b1201978afa26fa13c3e03ce8be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6207.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6208.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20d2502814df6e9ed29c40f3073eb6f52079fa4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6208.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6209.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8e94c71eca1fe3c117c488e2717907f0e5ab35e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6210.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aa000d76389e2e7250479e809927a25219c0699 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6210.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6211.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bb5ad0de0f4b655d8d7164756f0faa3fc7355b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6211.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6212.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f743e3e8170c2f6a6f0888ea302bcc21562c8349 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6212.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6213.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51d9f7ed8f3264705fd4beab6f6c04aeade1128a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6213.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6214.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ba829b873640c7ead08fb60aa56e928b64e911a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6215.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de292694aee0f79c4c60e03ee04e45cf018fd8cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6215.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6217.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90be4eb412a128288b2c7c2b66f978db656cf6eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6217.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6219.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfb139309ad2c8a2dab918b889adda54476fc71e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6220.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..698f5395f1cd72854188641a0b727cce17924357 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6220.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6223.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e033ea64c48890277edff3aa679755d3274de0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6223.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6224.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd7437e69c96b2ce3beeb1af19e394dac4eed9a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6224.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6225.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf35e8ba3d20a59a91d0360ffa7a20b4e7ab29af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6225.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6227.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..898e280d4c9db1df8073ce3b87665542b2504dd5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6227.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6228.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eef76793fb2f9efb0a9d9641f8f6fb1d25e87a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6228.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6230.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c251cc6eb9a9ee2409d6dfd3737b1202c97ef5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6230.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6231.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9857313927434f8e4a8b82a1b1df112f60929fd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6232.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b234d778253ff40675485b81824cef9126781b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6233.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db83d3fa269ba1da46617e189a191d15fee30b2e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6233.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6234.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c32090e576c92e8cd4daf354c3eb04011495558 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6237.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cf818954c1b63a22a793434eb23808668f4625b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6237.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6238.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c401f20998db7bda867404c4017d0c563846dbcd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6238.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6239.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8ee63544ff7cc8c83cac286ad01dd84abd7ccc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6239.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6240.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4838f469b5d437bbb71e4b653e523b8d3555a4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6240.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6242.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f2d9cb2e72384191ef1af66d0e93a617db11fbc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6242.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6243.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a995afa41cc58390c4988dfca359be4e519e61fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6243.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6245.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..853b754857b7c7689f7960f57e26ddaa3f6044ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6245.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6246.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4fc229c9d8464a0dbea3508e4e7180707ee9fe2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6247.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d97b14e9be2c58f91179b783f874054f5f8a190 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6247.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6248.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40dc878eb5dad4eabf013633d665cd6c6f85535d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6248.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6249.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d8eababd9d26d6ddabba7bea37227114746d8af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6249.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6250.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b90996ce46624799aedc4ebe135b146ae556f7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6251.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3df33c48bd56d4f11300f35b886d9adb8b22aad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6253.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..908d11af6a2833ec0578e01c3eb38d310814f534 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6253.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6254.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..238af3909f6799239f71e74301a4039649f20c67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6256.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65e36a27716f4c626d6695735328701e57526121 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6257.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c9ed79a8bc58b799c9e782d3a9d6c0c6088d409 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6257.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6258.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cf53070c57d27e0622cfc85ade23ee2181ac271 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6258.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6259.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7280d76b6be245dee1ca7e0cf93234946a2efa91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6260.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91891c3bf88ed65752fc81eda6e866ce12ee8746 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6260.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6261.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8334b9a0c935873f05c6d080912ca157a3c4693b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6261.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6262.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51e573f6544df50d4177f18d2c52be5ad723786b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6262.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6263.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7381b1d2d7e7541974ef81bed39d1a6935621e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6263.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6264.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fac510cdcdfe4d8154218fa3e11a65b1881c6ce5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6264.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6266.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cadb53f203ab22018fea09488b96578451bc205 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6267.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f43f868199963b55ca9640b380683960e717194 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6267.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6269.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21939ab36aca68987aa732ee23d4a9c044653977 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6269.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6270.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76ee1fdaf023704c842e5a25184437e2d3290074 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6270.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6271.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fbe84673b4654c1185fc20845b75c378825bc87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6271.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6272.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a19e9c349a5c8ea715f64deee0c75ebcf8f9fec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6272.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6273.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb7d31e7e8b99d8934b01a16534b257eb43bee9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6275.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..828bcd1baef11b75aecccaae45ae525cdbaaeeac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6275.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6276.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acd7234ab5cfd4a4e6b9e92864c14391935aedce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6276.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6277.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cc3ad979dce21d755bb8730dcf2097ff37126a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6277.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6279.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd6f86a58cb17a343b4f3dc390703ce735aa6f9f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6279.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6280.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6bc570ef2d48089c8e33b948a89999568c48576 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6280.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6281.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04bcaea689ead5b5fa164957691d77cfc2385a29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6281.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6282.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d3440ce5faca5b10ed8ead4d92c3540869f746 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6282.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6284.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dc7d035828d2218b1efb9bfaaddfb1965c0a2c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6287.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc8502596a43335bdb2046f2b18b17d35dc72bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6287.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6288.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85ad17d28704908bfa1e8b0a6f526d9593865e15 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6288.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6289.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47eab1c44cd92c3150f9cf0aa33f195d2e66a012 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6289.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6290.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42f3213b0dd4208afb8158d1b03afc430995435b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6290.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6295.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13ff000396ab1d1cba52e4a93b09c2d06e785c61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6296.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a94fb8c5c521ecb28c4cb896279496806e0a39f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6297.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8452c534ec68b2304d6ab3a5916e2db37c0aacd8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6297.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6299.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dede051a059b95ccb5b4a805450087ab2d2b9a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6299.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6302.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b497e261d6527464791a45a34d31ea71d2abe9c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6302.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6303.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69b7bc367881f458818ee39ed483aa03a04129f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6303.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6305.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40e5c856db60cfda8f00af56981156715103a660 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6305.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6306.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18c76f6c8136a48e48a560bfd1307f9cf3cf72ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6306.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6307.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c333443d9d422d380d6c53a5c5e585f2ba9bfa4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6307.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6310.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6502835c4b0d107d3b02ed4e2c5d51c8bf9dd584 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6311.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..857309cb7be031aee87a3fae0422dc8656de4a3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6312.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11cbfb1c77ff3ce0eb2ab7f7d428149fa2dcf14d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6312.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6313.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e9d6c14cd0a375b16c007ed8bf6f8af8f98371e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6313.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6314.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03bd964266ba1fa9233d93df2c5a1c560edc66e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6314.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6315.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bd0319798d73b68d841db8bec86b2ce6e4f80a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6315.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6317.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4f31346c05f13085b6a73879266f1804e652278 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6317.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6318.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..132ad21a166a54f2ca08c2652bc611923e5f96cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6318.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6319.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15d139d58d54a82fd3b7d0964569925198857722 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6319.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6320.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94ae6eaf3016b170c0087e7d4ed3bf3af591c6eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6320.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6321.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc88036ccaa2a7651a34f8ca7f6daceb74d61c27 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6321.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6322.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..234a00bdf84f6f1232156f6dfa9ecfaff17f43d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6322.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6323.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56b4787a09e8f7d935716c0f72ee84823edc42c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6323.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6325.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..811f84c18874bd0cca74cb4610b6fe0760b095b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6325.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6326.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b300589f7b3bc9fc9ac6b4a8fccee793b202218 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6326.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6327.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d81637a543792d2c4a4226111c45960bab2f6255 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6327.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6329.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52a795546465203d4e049ca6916df3505ac07cca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6330.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26399686eb60552de44b1d3f3c4e01cc088a124a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6330.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6331.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2783b43dc677f763058cb2b0fa6df1624c598115 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6332.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2fdec33b313d60e77f6e0ae9a89f80ddc3c3c1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6332.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6335.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..068a06c9dde3c588a1047802a7df996e51e4d2d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6336.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d08f7c5bfb9ab39eaa52840a8bc756c5040ca1c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6336.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6339.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72b9d33a836a65725aed175f3ea62770b68884ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6339.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6340.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2980b257f0a231ee9dea7811b81569023e3982f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6342.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2ec1305648ca11a3de52ec7c87149a564e211a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6342.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6344.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99d191db2ac96b364b815a32cb482696e6739221 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6346.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65c1f3f881a5bd658cb4ae23401d175662a5a1ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6346.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6349.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bf5ac86d920ce9e8e8528a9b332a0b56ec5a3a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6349.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6350.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0af16b7a6626521ccf3891918dcea61737f660f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6350.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6351.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db931c9a542446285921e4df5917b392cfa68038 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6351.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6352.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2341c6b91ebff5c1f1afb5eaf338ff6b393850c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6352.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6353.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ac8bc2de70c6999a1c5e8690c1edfd41d7ff50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6353.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6355.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eb25fc06b4fd1417bd6b0c16ed253a43e6dc0b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6356.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21b36755c5fa61037aa50211421f0d1effda023d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6356.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6357.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb0d62a81d2e1bf75e5dff65ed91373076feac47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6358.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b97972c4f76f4936d8e7143e8ade37bc9f984b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6358.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6359.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73fb687eecdfc5fe9d753ecb39d43b9f4147b6f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6360.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..121bddee0666f274c5c016ba2df7aa92a92a2094 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6360.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6362.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d3cd13a5f0730b36ef1bbf3f93701aa4638796 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6363.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bc72cf1570aa7c3e76a39c229e0636ce368db4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6367.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4e28920840446aed95716b0228c551970ee9a95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6367.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6368.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..714142a9f26099039f696d00f6a3b66826d66a4a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6368.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6369.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5256011e2256b144877e0a250af8377ab7eca5a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6369.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6371.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b260ec24ea0a7bf946618f922a44422e84ad89cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6371.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6372.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..affa69f934da71c859c1e9ddb97ea5d3519c2c62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6372.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6374.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a477c89db1c8a506461652a04a34320340df08a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6376.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..842bacb4a8c4e819942335cf3c88659df4aa50f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6376.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6378.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00800706c2c5684f38662d6a404cb5d8f492c260 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6378.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6380.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..171c9f8b5c983364ebcdb3b912913eb4d62ee36b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6381.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13aca9f3f7ec61ccc1beb8ae86b6d4059f039131 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6381.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6382.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b03fc0aa0edaf494d5975acd3054298b382f02bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6382.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6383.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e88e13673e8f40a50e087ae85eff2fb927ede6d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6383.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6384.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c50ce46a6cff17fcdbca1f4540372fd28a3e22b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6384.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6385.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3cf4f77fcb0fcd2f9e66386cf8481b2157cd94f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6386.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9c1b6a1914d4e90d1013ab0f791e302583bc03c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6386.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6388.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f9ed6c3ee469748dcc8f9c6ddf9dbd9ca838654 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6389.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7ee0773d28bf18c35faa3f5bd87991274750993 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6390.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17806a09f3ff48d896619990053f0561cd7ee03b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6390.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6391.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50eb35f767b325691ca52c3f16950980a67b4008 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6391.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6392.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc7a7d20e3192c9f61c4daa0a2eb2b7a6bb96bbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6392.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6393.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15ce8d709dd82886a64cab3617488378924afd52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6393.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6394.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c9533c77a75a70e6d801acb2d41fb6d2e5d5da2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6394.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6395.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c86bce7fc7679cef65bb552fa8b0c5be4f3ce5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6395.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6396.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b92942dd62169863ea9e318e03caff9cb102a22f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6396.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6398.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7144503cc6bc862ee9c2d8aada5f96012c52d691 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6398.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6399.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d47228f811d9c17719fac33b1b1c08af6dd6566 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6399.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6400.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e297beea863c54c4865500684b8b905477f66d28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6400.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6401.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02c97471e02c569598a03614d37a33e84863ca48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6402.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65c5c0aba2a168d1bf473ef73fb64e82dc7e5637 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6403.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..657421c209418e2ea1a479af3ee0b06d82c42627 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6403.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6404.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4683fd83013229b070ff14039ad85f507690bf2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6406.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..511270a706fa2b1a4116483d3015ab20a52272b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6406.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6407.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e928e6038a10a51c4c0b7295668c3fa4cb413d0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6407.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6408.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..591e7fde63c20ca90c8d1965db49b0e760c84eb0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6408.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6409.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e73fd8f3492b84a6106adad76124a3b3011329 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6409.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6411.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ad65d7bc9af8609c23df08fb40d8598cd205732 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6411.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6412.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..036663be8deeef5a48e9d8d5a5422bf493338939 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6412.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6413.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3924f0810c5dfe93c0ba5736fef0abc99cbf189 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6414.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a1961d8190e86f1f2c68873616b037cbaa1fe0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6414.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6417.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aab66363e0e485badfe62dbe9ff70d35db030977 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6417.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6418.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ffc3aa0ba4ed2ffdb64e940ccbfaa5409105588a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6418.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6419.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c1c7c97945e58608c954b52737be92a44e8ceb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6419.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6420.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b5e3d730c9974c6376ae7253943691b9e4edf03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6423.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8b4883a12aa6066c3e26f481f2d7e9893714302 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6423.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6424.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c9ca287e760855452af4d740a5b15296661b7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6424.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6425.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53fb6600d09651e7e038a3d6082429c902806b9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6426.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1c6ef4f6604526cf734c6badb46b1748a28ca76 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6427.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c82ec32621d4292c59b9ff1780ee5f1cff00eed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6428.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ec11291ee45cf04991106dc626496db3f3e7539 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6428.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6429.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f051b53dc6ab97ac4f88742659cc935dba24317 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6430.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a39c3d7775e0da72b76767948c2ec8facb98620f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6431.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d17d93a21cfa4cd41b1748797bf2bbdd260c0ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6431.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6433.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..629ee8edccb0143dbfca9fc37d062546e0a1ecff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6434.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a698beeb9b0e14276792bcd9192c472f6f55db4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6434.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6435.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..730305eaa21a2f922264506460908b762738b703 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6436.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10e4fc5a44e6302bfdadec9c3178b7ccd4e3dcc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6436.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6437.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..759f99ca4ba622ea22ce97f177226c2b505faf9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6438.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a159b939abb44a0cb82840948c3ddec16da2db34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6438.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6439.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..059bee6e680492186da59d6a68517c1168264e7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6439.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6440.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..590d98ddf84c962fcb1ee9ee436f4cc9dfb2ab5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6440.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6442.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a31364a5e8964c253b0261d1ec44cd3f65794b95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6444.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06a73d9d492869d0e8634bef041c01cc4cded0b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6444.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6445.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91d43ed132b2a4dac80a5db6322b0c8d5b91cb2b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6446.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c92dd33894e3da91ad1273c3473b1e6816416ff8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6446.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6447.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25fb611797da3e6b65340b15697692065da359fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6447.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6449.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c2896c89e67094852e0bd20b300d69d414a9141 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6449.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6450.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfb160957e2211611ad327be61a5b360e7c5ea58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6451.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4db013ff6204fe45aa2ae6812a8d4ad4df9184ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6451.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6453.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6601df6484ee8b0e2014675a5b95c115ddcfe37e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6453.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6454.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..692c43a428d1d573d67157c65b17aead2c2297ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6454.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6455.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a242c362fffa3d06b8baf1d04918f4344337e4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6456.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dec93bc7065573e59ce50563215fcd802392a25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6456.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6457.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bcb8d5afdf5590cc245445d3d32967fd8343e92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6457.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6459.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0346654471c28d61b810ae0c6f725a00baf780f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6459.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6460.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bd96a019739fd5e054c235352088439a877a6bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6460.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6461.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c5ebe08e06145c7eda08b535cea4b20557d38aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6461.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6462.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd8b570a6ba02ee8a0924fa700a496f19d43289d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6463.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd1ac45aa58fcabab589c9ddd67b45f4b21cf250 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6463.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6465.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68cbf389fe927d70a2dfd78ab175eeca3c0a661d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6465.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6466.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba7290fcc1f449970d42cba4cca1843ee201e1f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6466.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6467.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cedffa124bc9a7a1c4a37b54e27f0ca5e518d2c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6467.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6469.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26564d0d7a96bfe7e4ef351c3960cfbfb4e08bc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6470.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8ba38f130746d61a317f813c1246b77aafb2994 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6470.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6471.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cff9a8351ca494471b79d83cc0cbf17800cbdf0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6471.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6472.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6ec2039a53bfc78dacbf297a533723366947c2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6474.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52f8b981b0fd269bda5e7744d1c71ca9f4107952 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6474.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6476.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f00fa4eea439c9d5508e89d681214e83f751e43b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6476.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6477.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1469ed9f1d61afa31b05ca5f27cbc1eb7589b712 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6477.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6479.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b95e66d53d56d779f612fee14ed5f1a0328718c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6479.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6480.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11c35b1fe0e026ce3358f40871163c0f0ed03d13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6480.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6481.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61a42c1b5d9773ef1ff4ece9dbb30ddcf13981bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6481.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6482.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b51e3e01c291985ca016ae26ec79e86a562a8ef9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6483.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e80ad43bc1e42d69388cd957b1e0fb363422009 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6483.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6484.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7ae5b286545d555d02d23840de250e34cc0a76b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6484.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6485.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53d1a4ebe658ec6f2b1d9fd53709741cd8b85e7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6485.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6486.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..467dd86e72dce86695e4b2cb59e2814a26f9d6a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6487.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b954bface9cca7cc9940df7349af37b8275269ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6487.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6488.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79c09a84d265078bd58ceaa63643c56ed077630e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6489.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ed9ec5d86b96a52a57311c04ee3b3d25f553113 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6490.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a3205076ab78b149300d1f8fa323d6bf37b49aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6490.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6492.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7f80c47521388d2f46a01566c4ffd5b9dc1df3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6492.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6493.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0d64492fc2a70b658a5b864de3a05efeb21973e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6493.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6494.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e63e002fff55d3783b57212fee8291b60c36c73 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6494.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6495.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1080106740bf329a1647f6b4488c457cf6026449 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6495.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6496.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce843208e956a1f763ae59cea08c11c9f0a1f213 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6496.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6497.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ada774411a0ea58e05dec9eb3428f390b6b7a20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6498.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55ce828522bd2a0b8f2c49239b3022745bf22cfc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6501.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7a50e33cbb1f37f7170db6f6861ad9ad4a02a2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6501.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6503.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b26acffdd30b9fcd5fa0a4b73b8eb86563a26efb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6503.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6504.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51caf5d74f4043e24937c63ab729219e23bff2c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6504.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6505.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84958827d07095a6e9feb7568accf10836055862 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6505.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6506.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2c6d7e457b2cc44a0267536a903817279cc2278 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6506.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6507.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac7654b171a3dfe7d33b9b90fca70fd31fb72369 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6507.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6508.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21944185132f7dce842cf95069be1bd75a9cd039 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6508.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6509.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad9a44b53c0a732301714cbb8babe93082c406e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6509.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6512.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94dd839995bd8b527db9d744e9fdf743531e8ef8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6512.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6513.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e550ddc0c1d17d8c7ca42f3f464e20b482e116b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6513.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6514.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00551760a2f7303e8ac1c9bef94a296b89f69b7b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6514.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6516.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34204bb1c0fbc4a25480a92a3c74b3c9ff9edf3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6517.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bc899d45c9ad34114b5664560e2954264e01d5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6519.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7d8db07855a4126095cc2ac7180926c912c29a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6521.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72029c7bc5bfe3735b6a7f711f97efe280a50769 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6521.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6523.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf2b069071040e58ccf1bcc33f207dd6ca57d6b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6523.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6524.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f782ccbe6fb1fddf24f84bacd6d028cc01d2fc65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6524.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6525.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9500f3de7f704d5cd8168c81b80abf837b11814c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6525.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6526.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b54a45d3b39ca0268d7874c974aa93bc0fba2a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6526.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6527.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ef21391b8b983eb7f9429973c60e62759d934ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6528.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00ef224df6a4755d86d0b2eea01151421d33531a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6529.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cec5d6c0ae6ba40671c47cf7d29e708f76823c03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6529.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6530.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e4ec48c0b746452bcea02c5c247a9453dcaaaa6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6530.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6531.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceaee020a0271b86cd55a519744461e991898074 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6531.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6532.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c62460d5e98fabb8ef12f6b10e9befc0cd49c00d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6534.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16a439a0aebe4c412a031b8b74f057eb5b80ece9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6534.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6535.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c9a040e193cf0b09d402492c216d5e056d08d0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6535.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6536.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f9096a3ba9b588f391e1530e2d4fd59abbfd886 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6536.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6537.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61bd39ff1f9c3d7f757cb45e30d69e07288814a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6537.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6539.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..315fac21d3cd99ee1896378a86221179e9829e20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6539.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6540.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dbf8d03346c82b701f195c2f68ff0b965bcc08c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6540.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6541.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3d104e813e956b19612cd8382a1f5e3a94d1d6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6541.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6542.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f12d8276f4032479e7412f625a4014e3a2dd0b11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6543.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c765a7beca0edb4e492d484265339addade475f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6543.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6545.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1acf5e26eb071e7b7aa0f55722ab16b67ae27399 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6545.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6547.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cb280e32e880032d328cab18e803711e9404efb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6549.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43d12417ba58f33c9df879d6e096997cb37eccb8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6549.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6550.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..595549f9e553473b0590515dd9d0d29a1e8515b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6551.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..069d971fc489452096d6707e19cb3a4ef3b9b302 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6552.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e706f332cd3c9f26c4a6fd225bf6d3f4ba2f5166 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6552.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6555.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e56668a9668a113122f2c23346bf59d49d8bbf0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6555.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6556.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3f5bd4fa4fbb2d8f8b1b6313caa608c291d3118 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6556.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6558.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5359070bfec49c09875c6f77f6cf2fd9989a2c2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6559.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af6b4a7bbf4baa4e5ea715fd50b88aa094f512f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6559.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6561.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa09c593614f51764047cadcb6e83b6cd36c7811 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6562.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bf5d794c60bd86ee4426f02e16d75f9392c91bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6562.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6564.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc4d29ace3a4136c5e9c9b4d656a90259ed838a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6564.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6565.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3798adb360659f485be10cd5763972c95c69b676 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6566.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cac50de65a701b85bcf34b50ba30696a51093de9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6566.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6569.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86e359bc085f8e05d2dd93ed1de81044633512a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6569.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6570.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3206fee76c0492577d6253056eed45bbb254a2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6570.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6571.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c0f1e9b42142bd60a162fd6cdcf13a4b79c402 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6571.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6575.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3598041eba1a22c65b48a4174047086ceb3031c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6575.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6576.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4818d7d28ff3257f98ac075c713124ab0bdd1967 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6576.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6577.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a423cdc2dbe6a5499b4c9acc3e58b9af5ff06a6a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6577.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6578.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d81ea5301cb6b626a0ae873fca93c56d37808b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6579.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..806c3d0b069dcf9a9394e361097a4b7b89f9079b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6579.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6580.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c0c65dbb4cb4d722600d896a252f55807f162b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6581.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cf559dcaed7c251c580a4d493983f7507f2b2b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6581.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6582.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a48efee54c1a8f12fcd8fbb287b7b3f3099196e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6584.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09979b6559a9f7918de31af3f98e83c288a13daf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6588.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4873748bec3136c934c59698e5a052f459a90434 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6588.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6590.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e604cbd02e201745ff7e515fadb6a9a0e04dfa54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6590.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6591.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7325d89c02da8d01a641c60e6d7396a00cb0d1eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6591.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6592.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00430c7a60432114523bd2bb46ee0e58a5da7b44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6592.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6593.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc939d7c923a68215067081eba67ed7b99fd0ef1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6593.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6594.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07a0f6f60af087cfe89e360455fc0a648b5d854d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6594.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6597.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1eb19f515860b7726771b181c682ff5880b45f42 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6597.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6598.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0daab51d35fdcdc9a5141da868fd4b44721321e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6598.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6600.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65d667030451ef1b7d9758dae25683cc4f22a1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6600.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6601.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b63872c866b55237eabd57cc34b81c6cda0d8c64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6601.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6602.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6793638566fc0fa1f717f14f1adf38d66b200a60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6604.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ea3f9fe8aa75fbf9e790f3006c23e9e38aac8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6604.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6605.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3858d28cbf5ba6bd28c85aaba33706748366d96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6605.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6606.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..767ab4bc1a8ca3cdf9d1deb84c110f4568c8ad88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6606.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6611.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae456545535eb0418f0616048060e1a0fab83a62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6614.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9641bc810ff621e6ea5283dc320b6f157d55506e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6614.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6615.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38ed820a68343c03ee097e194cc9b66ace9357a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6615.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6616.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..102d7ea1786457615a292dbaf850df1d76d13bb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6616.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6617.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..998b279a39ca2f56de063042b558941e467cc41e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6617.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6618.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8be30facdae72d82ac227e82bd4322e8f3e956c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6618.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6619.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e839c16861b9c10565767d7dcbbf0093e91a4b94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6619.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6620.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e93a4fb85773813b4cc36a5a0321ae93b516e9c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6620.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6621.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea5e466499b30472c61ad49b8277c6983f7ef96d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6621.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6622.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7c4d8e9ae9f0800af6d0db428622231b91bb81d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6622.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6623.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a737706234245a1dafdf9a4eff480822c7f21f8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6623.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6624.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5fe24f45eee540372fbbc3bcfc0faaa4c3ce6cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6624.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6625.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feacc5b19f6b122c239adc4318725460c9a42f22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6625.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6628.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b52a1589f8b38cfd83e1ead5885be78c2fcc6a10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6628.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6630.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b43cc2f8571ec5343f02f4d387013a523e52258 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6630.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6631.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee0d652ee53151fe61b0924e3a078cdd5a3c60b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6631.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6633.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5320c5d24dbd255d467239b4b3e15405e97323ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6633.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6635.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55ccdbc2cc0ec14a32ada04aa6bf665c10957a94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6635.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6636.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82446251b2554a27dc67f6ac7bf7996dda7c7221 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6636.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6637.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a1530340de78b67001a6ae0cfe2185918d16f53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6637.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6638.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aad65a8fb6fd23c72766b3106eb560fb77ca65f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6638.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6639.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2888b4127058d1f473715f979d1986bada5dd6c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6639.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6641.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88ab44c41a05736458f9763ccd04b471977ccf7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6641.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6642.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efb0aa69d849a7148d578677a29c0f36199fac85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6642.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6644.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dd7c90e34e312696b152909cbbf63f6d09457da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6644.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6645.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f07440faab17230b8a7f03e68a72af1674976d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6645.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6646.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cc6cb3848854713fc5f515d7681b606ce20b564 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6646.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6647.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1fceed2073b7eb47bb71e23e59c07490f560587 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6647.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6648.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..852778be206707912c9abe975a8342ec162fabb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6648.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6650.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1966938f54ff304a2fd83f6e4166476828276e39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6650.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6651.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4edda043c11b43997a3baa794ae81182d3ec33df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6651.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6652.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ca3c4e50d0175e447661c1b51be869ccf92f585 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6652.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6653.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b9f04036bc98d0cc77250cda4f8455f53fd46a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6653.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6654.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..225de6358a64b42bd78673834490c5d076b69a94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6654.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6655.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fea6fd4ad95c2cdd9aca3791955313282c3250d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6655.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6656.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d305e4c10df3a084c1f49f4e17c7236f36723f92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6656.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6657.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..100c209cf277ad84423810f35272efa370bc5157 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6657.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6658.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..843580d4d88ac0f2618807492c42cca9c7149e95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6658.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6659.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4df5e8de71c13c2452678ed2d77f3cd829ae7f48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6660.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5be0b81ec70b1c49a8a024887e9b2c6dddf9b4c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6660.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6662.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf325894b9320266e2346228b5c43eb095e8d19e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6662.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6663.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2edc31e400c4ac6aeca5c7b5e41721fb493f15b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6663.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6664.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..602aa0ad78c1a202baf84b24b43d2f4d404287f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6664.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6666.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fcd7c106b3250531af2d5153184a0f54a81ca38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6666.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6668.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7846a4cd5cfbc5cf6d68e05d4e8acb7dcca989f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6670.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d87aeb61faeab7200ff7ab5cd9dbce314409599 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6670.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6671.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25643e8cb8a5002744fb6e4df86d9445a7370fec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6671.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6672.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f37c512a3c3f2e1915ad58f2212ad61b7338ff59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6672.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6673.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b3061e8d65e5ae35580653e121beda83ffeb700 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6673.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6674.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0d1da100e81c53f757e1a2a92fa2a226d538a9f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6674.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6675.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfd9918f92eaa5e9a5e7278dbbd1df417a98a378 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6675.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6676.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6ba4ae0b6d25818a90f28d1b46e4d188685edcf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6676.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6677.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dba116a2b46badb73a07d6f154dd32cf89e7a284 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6677.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6678.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..227789f072c458f946f740f03b37becf97829fac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6678.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6680.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..072a31e3725489695699a5d8f67560afbafbe579 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6680.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6681.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba042786a71d47683cb7fad5e93a1edbb7fe743f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6681.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6682.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5652e6070d5176762f62f67fae978e95b2f7c892 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6682.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6683.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c42b1405ff0f3cae42b783225a2321877c3fda5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6683.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6684.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a5901e7c56517c47ef90181316311d51eda3cd8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6684.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6685.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f277e2f01f987be0bf460ed3ccc7b5c5cff3f78e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6685.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6686.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ede1591f17f0e27a552aaa347b65865fddfaedf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6686.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6687.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8bd148abd2fae7deae7a110aad80de1da5ef136 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6687.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6689.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34c4be4906fcae14e7888304ffc5f32513cdf26c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6689.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6690.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2170803d81c29beff554e2ac38a0e6084a5cff7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6691.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c320e222b29ddb44e00efd465060c0d2b0e2308b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6691.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6692.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34d96648f80d1768ac219a1bd403225106a5ca58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6692.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6693.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c96f5c0607e92527fb31ccc621247f789b7e034 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6693.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6694.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..773f6f968f67bb0905e9a698e245263cbfd34ce2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6694.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6696.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e5e26ec2655db0a897e05146642b3992503cd27 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6696.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6697.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc1a1d93f327bf55cdc48afac3014326dc11d2bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6698.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0b29aed52110fce33a6dcccd615290159d00f5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6698.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6699.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8a08918be3fefa1fa3f40e8d2cb35310dfad301 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6699.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6701.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1b8af4a142b6710bdf4ad6329153c13c54c0ac8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6701.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6702.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65907e90a43ea267b1a2f8a9946d4a7103d5129b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6702.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6703.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fd559a01e48bdcec2b2c955a96b3c743630be7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6703.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6704.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a70fde15885c178704f315703b4981145a88ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6704.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6705.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd51b223f4a449214fa08f1e957cef3f43158399 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6705.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6706.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..992fdae8ef7b8165a4c5fb76600620903d8e8f82 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6706.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6707.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14b5a4bedaa0fb86cf9fae8fd5b678f0a555e28a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6707.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6708.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6fd596127d76fb8400b4608b125f4a7bf0885df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6708.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6709.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d97c1d3a6d14dbf060f840e0ca6af82a1ae3208 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6709.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6710.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9947552c3e636f0f4aeaa3b25c110caaa4496a3d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6710.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6711.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e0ee492154aa0f239aca00d89a7a3228850a677 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6711.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6712.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07c83967a309f4fceae1408d5bf53f3e70a1cd62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6712.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6713.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c56a4640c1e6269187dd8c1e7e8fae6363e44cd5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6713.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6714.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bfad829b11c8119f6dec4f3751407cd39b947b73 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6714.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6716.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d913f2ea1f9bead59d31206f98b6d515682c2e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6716.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6717.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4ec31825ec5c000736359aa9a2ec8e73d45c701 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6719.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68ab18bab07d26a1b787f47c4e008a84c6d72ca8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6720.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c3f9875cf88bb70c92245e70d2105b4b7224186 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6721.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1108bb23a9867a31509e092b4ff6278bd945a626 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6721.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6723.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1bb45a149260c4d94670f1c77f173c7dc239cd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6724.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e4c2170771cb44771cf3941eaa653772d23b4c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6724.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6725.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890f6a35d3219f1ef60682879a5abf835e22c992 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6725.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6727.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3745ea5f9578bb73ec432a1a6952bf7ca7ad5a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6727.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6728.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82b4fde79f29dc9269e8a188249495a470601781 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6728.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6729.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3aca8bef0b7dab23fe7a03c0b0dee74296f0c342 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6729.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6730.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..450080a3b5fe51b8191211c1fc7e327cabb57617 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6730.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6732.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01749479b0fcb56183074f2795e6163c5562f32e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6732.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6733.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3570137b4b6c0125e48c42c731724a1bc46980bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6733.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6734.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4074e15f752c790beaa70af6d62e51f65f54c4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6734.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6736.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..718eaa526f29e13946a11131f1641302c0d483fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6736.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6737.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2daf480b2f45e2b7e4dc93647ef63f12949edf97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6737.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6738.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebc3117c79766215393c0a14c1128392fd97bdc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6738.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6740.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5511d8a9a2177537f40b46050d217cd167895d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6740.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6741.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07369394725c8f6d34eafaf0f1b77a700aa22296 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6741.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6743.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2dc9e53f09a6fe0a7a3cabcaa76513198bde5934 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6743.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6744.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1888c6a1ec42adb4e83ccf25efadf36684bb064 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6744.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6746.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad986292a4dcef6c2580bc55407b40957ed4909a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6746.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6748.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba6155de8aea3c6f3c18a265d8d06d54650dea88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6748.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6749.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9dde8a8149a52560d3199b0e575c7d30ad6a861 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6749.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6751.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..074721948841b5e93bffad2826eeea7f9ab72d1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6751.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6752.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba5807e509e9ebef74db1ec3a827823282755b0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6752.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6753.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93acaa410ab7e5f2fba4d6b80c3459842f41a385 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6753.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6754.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d59be8c8c9a792523e5e5edb1f80cc90595d57ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6754.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6755.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5ff973a1b590c6e50fac06c8ac83a258f03a75e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6755.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6756.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93c8329759409ef56d7023feb5c392199217fe89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6756.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6757.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c577349121820df9345dc7ad0fbfa120771eacde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6757.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6758.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f97e911314a830b26f9d4e522cc4123ee9dd811c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6758.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6759.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf0d7a88b5a1051aa7bd7c80683c3d34e4d0237f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6759.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6760.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3c452f9beb0f1264f61961eb2f13e6c232b52b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6760.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6761.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cce0f9c211bd41ea3a48406b90338c47c0b64bee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6761.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6762.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..665d9c4f280a427230138a7bad3d225f81582173 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6762.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6763.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e88281eb6ece8bd26d5df5a9a11394c9dcd35384 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6763.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6764.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cf34646a9a0015a63567192d1e058ca51a80e75 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6764.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6765.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceeee102403973112df5faa7f1d1ca754e2f94c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6765.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6767.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aa6130c29c99edc1f859d9ba5318f1c6c7bc8b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6767.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6768.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f43e0dc48cc1acbb0ac0127588ffde551504887 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6768.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6770.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6ca0c56b5a9488e5ac1f4d37af35e1758b7e00c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6770.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6771.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25b610b53c26516c709900e71b4d5e900a312913 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6773.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65bd400f609d9e9f4a66b062730f4962ea31d06c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6773.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6774.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c122687e17c7e23132fb91e82f3f561349c197dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6774.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6775.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4e9b1412a68ed1cc5d0abdebd54a6782673b383 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6775.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6776.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76d190315c712dbedd88081212cdf6f321ff2d6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6776.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6778.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9776c521e58509c57965d32f075eb2ddb7eac3a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6778.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6780.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d80ec3670b02e7e307a143a284ea5f4e6982b786 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6780.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6781.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2b8e1c2f1d8c1ad106c5231095d23f8fd59db9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6781.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6786.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a018cee381904506c274000d0e0380974ed6e33 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6786.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6787.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e320e30732df617f71723653bbbab8e4076bf8b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6787.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6789.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..108cc6f0cf97223d0abfa680b4256296cb68254c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6789.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6793.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed9eb8ecb6d9384f362da85ba49bbb45bcea12ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6793.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6794.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01a0631a1ed3c6421ef0af13be5b3175102e4e32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6794.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6795.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b456db8e5fc105260d76e6b827967de907a9774 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6795.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6796.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17bee535e99d5e57000b568152780bfb8d2f4935 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6796.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6797.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1fe2713df1db9b1dad3aed2b611852bb0b948d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6797.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6798.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69e7e621dc92f2c677976737d173025aae64565e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6798.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6801.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f175486255141a7fa18629c10e7f4df797e42694 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6801.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6802.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9dbe68b71f382b5d9d45a137795ccbccc636ed7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6802.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6803.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40c6072175c49b4c2e66dd876e9fca2a82898391 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6803.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6804.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7c649e94d538688fa1f9d447e8372583bcdd576 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6804.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6805.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eb7d27861b0cb466694c74e9bb382a95421dba5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6805.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6807.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e40edee5bf89e42b6fd0fe6ffeedf8e20e8f2ee3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6807.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6808.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e0f4121e89afc81d4f33397be8cee18917edf4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6808.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6809.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..096f81849829c058b4d19a01712c1ad36d182314 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6810.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..398c8391820d1d6d869f57d08780448480a713dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6810.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6811.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17a4c2a081a4f12867e0e492a24eb617af8c8f3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6811.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6812.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..950d190b0937cac845dd1645a325505204fdb39d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6812.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6813.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20108142ce74edfb2eea87a0f227aa1ebaa52bef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6813.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6814.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b68b008c6205a4ebd538c238a1394d599d219174 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6814.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6815.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c418d4158e2d5af7adb3c82ff5c56f263f6fe25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6815.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6816.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a75d7618abc112cf0f4addb20ad50def9b3b3b53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6816.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6817.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f11e97e7e6c336f6b0d8731b5f1374f94ce6edc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6817.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6818.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10291d60cac5b816c99225bb178386229869901c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6819.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81111038a92fcc81e9b7810a2fff816fc3bcfa57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6819.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6821.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c0423dd4207baaa18ea0f820e77b9d4e23925d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6821.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6822.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57c4c2bcbeb3b1a5534dc5c688d41c8a2f9abbe1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6822.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6823.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c0278bf5509c5ae4c62785f3d077e5021c1587 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6823.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6824.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49f71338a2deb34a1ec6b0da434a7c65c3aa9aae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6824.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6825.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4616389148deb56a5389c18c3b09ac4f11b606f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6825.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6826.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ad7e09e66d4c41017c1e0a30191705b10a3580 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6826.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6827.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a547f705ee487cf18961842e485aafb292e7a9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6827.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6828.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77e402f66281f3accc3960bd8252edaaa4bbec66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6828.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6829.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90a37bfbf83f9c8ff1979bb8e5e9d50f95f46ae5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6829.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6831.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1c3b58e4e6d1bed473ecaa59ab2e406c02c86a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6831.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6832.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4217e82403f80910239e531cb7351687d9df887e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6833.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ba36b3b8bfe629c8253599e755971068985cb45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6833.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6834.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46c12704392e1340822df6c6371fcbad4b50873d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6834.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6835.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..979391c8af00ba1d90d830b09b547cd4db938940 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6835.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6836.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ee3c0c6cd8bb84b645aeefda5ecfb9a0667ca8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6836.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6838.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52733f843a0bfad4185f0a5414cdae2a0689bff4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6838.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6839.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7ed56ecc575d1bdc5d616487b352ad8f27c010 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6839.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6841.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63764393cdcd1a163bd3e42daaa3513de1925c88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6841.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6842.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e315a883ed2d5d3cf81b9d10220c5a6355026a24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6842.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6844.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37f8352f2880ff7b2cbb3325563c5d6ecb830eba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6844.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6845.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52de71be345828f6cd9ce92ecc701d88305e4352 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6845.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6846.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a7ea7abe9b460857c4db794a4dfd786b248c0fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6846.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6847.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56556fa9786ff697ae764f7cc1681e3605440046 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6847.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6848.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c586ac483d40dc1c634f76373481a629c41b889 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6848.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6849.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bd4a50f0dc342e54754d9aba3ab5110357486d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6849.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6851.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7911a476af8170891b41b8f6ad253988c7100c9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6851.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6852.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad6b51dbb3b6e7057a23c5491318ade5ecd25277 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6852.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6853.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3a2b90c4af58b39d800267c673b1bf8d2c288f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6853.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6855.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e9cb265f57e229235b028b7cc3c6903207b39d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6855.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6856.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf879670d5b25d55ac336aba3aa7bde611adec6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6856.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6857.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f17d9b11773e07ace82287d1ede451c9eae634d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6857.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6858.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db6ede1af28fb2104766b217e21805bbbfb33bdc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6858.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6860.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ab52d6e67e7d55c9d54ff96363e43b02bf321ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6860.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6861.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6115347aebda5d593fab06475f257384082b942c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6861.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6862.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5247cf00ddb2a907b4abb21ff433e80db8035df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6862.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6863.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7097589d2987c9354c6de281302f698ec222ef35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6863.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6864.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..009fe64bcd6210b09fe3790d60854475415ddcee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6864.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6865.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50603241fd7a30ec2a6f8d8ccbe391814ef43812 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6865.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6866.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2056fd28449fdaf577ce93107b0225b5c186c25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6866.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6868.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e37c225eceb49eb9145aedc91cf01abd5b08a33 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6872.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5903521f45b832ed9b0ed54713a7fd7c07c89e8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6873.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a78dbb3ea14da5056b8542ace1acc5ec6491b53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6873.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6874.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b04d84810e49217ca3fad085ea1ed67495744ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6874.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6875.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..432279cac448ec43884323ee2fc891ef7c7630e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6875.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6878.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6878.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31ab4d233b99163942f1d78864ec9a254d5d2836 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6878.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6879.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4248d9a940a987686e950c8391b7f2db87cc1de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6879.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6880.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90ecdbe92db1a019547bdf48ab560ac2134e06af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6880.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6881.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbf58860868b9fab1e4283a7af364f4bfd22fe0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6881.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6883.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a743d39b9b290cf2a8f970f7db9323897c37ea73 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6883.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6885.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..017735628e305d9519c3cd82cd9cf405c9d25f25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6885.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6886.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af500d538bbc6a51cd6d7e81662d44637bd45523 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6886.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6887.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77857e60b033771365a7c59ceeeca3a3cfaa17bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6887.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6888.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c3c060a033512a980af0616fab9084e10de5731 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6888.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6892.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ab3705bf099be334b3d487a58a0f58989bacc03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6892.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6893.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..487c0320825e2b09e8704c1b6e1de4239d9693c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6893.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6894.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2634d868434f3c96a8ffc280c7aed8a59c5351c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6894.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6896.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b40ac1a190f492db69c7730a3c392dc3bb3cf59b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6896.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6900.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaf488a54936146a7d8b4513639955ed98d59f4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6900.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6901.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1703485c63b32e191ec29a6e40c5b172cbefc67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6901.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6904.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2c62e926002498cd2cbcf7b301087c4bc7b5d8b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6904.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6905.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41104c9c042a2b4b88ca06ae28ea60c466c830f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6905.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6906.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8718ec49e72a5d2fc85119bd53e898a582a625a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6906.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6907.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2696dd9f7d6a2b939b8c1215bb40c60ea315828 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6907.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6908.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d32d97e3cda96cb73032cfc1a02ed8ed0ad20ec0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6908.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6909.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..097d039d2f78c3c1a66d99a455ed7584f0ac07cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6909.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6910.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a115a04c4aca8b913b50e371248aca8097db00fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6910.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6912.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f128051463c4b5185b77842cf921764e6506fd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6912.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6913.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0f8ac7b66d0a17fa7f8cc572e00a40361deeba6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6913.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6914.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cebe65d0995e44dc8604e777fc53eb5b9e0a6292 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6914.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6915.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f24d7def0b7b038fb0ee39a8e0bd24024ba4027 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6915.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6916.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..454901c9235d19916fccac805c54346d43ffbda9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6916.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6917.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..228a5850c40f47be6e872e737af0ab9e85d04ae8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6917.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6919.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46ea0f1a26f8cb8dae35afd4db243c55be983086 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6919.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6920.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9970f7b76849f81e15ca656bd22ad51a3cab2c1c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6920.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6922.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6659b1ae9141272ef0f481084a997c0103038df2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6922.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6923.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99b685a417f96144dff2525ea726da9f4f7e1cd4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6924.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58aa1c1428dea619b1c98a5219975c65baa15d63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6924.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6925.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9cf41a72aabeb4116484fe731ae58eaf4860c6f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6925.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6926.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95bcaf43251f2ccb765be6ba2735dad81c4a38e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6926.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6927.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..104863a590760d0592d936d2465ada331935f2c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6927.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6928.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78fc7a30a4540e84f2fb7b8799734c706bed3d69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6928.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6929.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad51413c83eda5b511af6efe523e7b4185237a11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6929.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6930.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56883ebbe209042d5f32e953a9bffa871b036a4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6930.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6931.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3119d9bc4177c6d1265cdda896b9172efda3342c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6931.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6932.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc7522004895c67a6a89ad0779eb49307016780a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6932.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6933.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd091c027fc5b63dd53cf8df233b7e992dffd6b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6933.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6934.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe51d2cbff15ce7445421d4b76045a22544fea0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6934.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6935.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdb02b161beec565deed56da680505b0f9948785 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6936.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49b9af4b0d5ef855a25d1c7682b4013cd90ab675 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6936.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6937.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abf88e55d162f4b87d50f79bab4f0ca39d09f321 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6937.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6938.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..999906822de7a0c3dc9b369b40bcb37fbf782447 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6938.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6939.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6939.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da1cd3cdf493a141a114efe62ca7e4751288b8d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6939.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6940.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f1f525f9a97b79d170fdc510fa64e38bb90192a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6940.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6942.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14edaee16645727929c089d1b665ae27f9e868da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6942.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6944.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63bcfbac6ea178ee1996cc3b4ffc4caf7737805c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6944.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6945.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45c4424e05078c0b6dae0f0b7d6f729db6334a47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6945.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6947.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..705ae5f4728d8fd9e79b8c14422d6a647b976eee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6947.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6948.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d38012b22f3ba40e241fafc6ea779fa8bcb5030 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6948.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6949.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c1af9adccd211cd962382ae2a584d60e031d36c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6949.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6953.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f030874c33499f9d3afc2f4df2363ebf32bd31d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6953.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6954.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37e0f620872b21700218d08ea7e2081e74c30a96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6954.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6955.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6231e6803465028a5882e356abdf59170e59e7c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6955.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6956.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9803d45a2437e718ff9143c5a48d34f3bc9e5cf6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6956.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6957.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a435c4889fa27663fe48164c16ee80e6de840065 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6957.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6958.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a70cf79ff5944c2b3b62c9961913641bb72bdc7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6958.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6959.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e7dc883db093e65f6bd0066b0da0924345b218f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6959.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6962.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01857414860a22888c24131cfb11cd743a93c3db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6962.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6963.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47eb6ed5a5873cd6d486a447e3863ad0cf30dbbf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6963.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6964.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53b5cc057891be8e1b94abe291b3060700b9ddb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6964.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6965.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..761161af8afd9e72d206abe48aa1d4510284563b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6965.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6966.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..355992fd8da7010d5aa03a1108d09b5389beff35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6966.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6969.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59d6fdebdfad4131e9ee81f55d9b901f6ce65fc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6969.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6970.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0175a397ecc683445ff12cc5cb9acb8d2af772fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6970.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6971.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92a49a38fe5e7dfed4aa7ff05f7b71954a71420e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6971.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6972.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c19db4760caacd55f60e87d1ec9c1b244ebb9762 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6972.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6973.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac4b75dae66b5b0ee0ba23a28523ea2aece661f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6973.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6974.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..680734b98998c36ab9d1f2c74db5d77508ead1da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6974.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6975.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9031d6fe672ed65000149ac16b6babd46ee82d12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6975.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6976.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdd6f1ace4325932a24fb866efd495d7e6b5d61d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6976.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6977.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6f8f8671b03c4e23be50656fca891d6e276c034 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6977.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6978.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b59a6e82fc96ac3d4dc4de2c35c1a000c34b80e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6978.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6979.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b4ee0e78884b5e50be235548f1188d3b122d61e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6980.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87d2233700f332eb539407a49db0511ea0fad788 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6980.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6981.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3678c81b57ebbf54d678eab141e414936725ac58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6981.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6982.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2a4f4f709ec065e71cd4bbd1e9c517d2bdeaca5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6982.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6983.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..262bd3cd0f6fe7e639e3b8f0defaaa8dfc59b509 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6983.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6984.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f8e64d40fcbc2e293a725fb001c6e06a96573b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6985.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c643f4b82af48b48e86319fb83b89b76a282df7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6985.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6986.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..911cb9b611b133b82ce475694cdfff770cbf5a33 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6986.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6987.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..855faa463121044efff78a6d275e4e55c1e65240 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6987.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6989.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..893d6fba583bab4edda4c3731b3868366658c866 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6989.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6990.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b60705e08e1712205923fcefacaa296e6ee822b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6990.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6991.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42bab5a21af590953e5c73a0eb10fb96087b6087 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6991.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6994.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e0977b7ce858b21bbf057aa6c5872b25ab84037 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6994.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6995.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6c10766ebdb63e0c4e3d5b7201c0c0a6b2ac502 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6995.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6996.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3d2a64ded305d1b8b4014b2c92e91621c0770a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6996.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6997.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02a55d44c8c7164a1df3a9c02ef6298bedade47d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6997.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6998.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eddee8e6ef1c5715c647764ac72bbe373dae5f6c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_6999.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_6999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d534cf75720423dcfe82afd74f2717cdea2eabe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_6999.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7000.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7854df224e6aada10de557cd22e0bfb0a6ee759d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7000.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7002.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..819192a3ec631e58752c767c2ebe342a9b3fcee6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7002.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7003.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c5b27298c0d9e86ef586d087102ee186ee62837 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7003.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7004.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48552d8d00717da603720af3dea26a217ac64fef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7004.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7005.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b16f56ddbffc97ca9a5dee3fa65d93eb1f354dd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7005.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7006.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3239f2de5235aa029a39e502cefc3936f1def2f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7006.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7009.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81a680875bc97ad09b4acf095185aacfc6642afa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7009.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7010.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e37987280782cf934aa1a4605663c655c326c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7010.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7011.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd27ad8bf2c5bd90ef4f6aaf58445389e396e7f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7011.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7012.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58e9d06b8fe59f4a84049544b0f38f34cd582c34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7012.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7013.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b92eb5d144c7fe4ed63c82589113e5942f3b45ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7013.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7014.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c3cd145755b8a4055166c04447c4dd716bc5287 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7014.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7015.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef93bc91f8ab203a9f9b128a48f5e40f15873f8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7015.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7016.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f404b26568203462667f4dae1c7124c6a5dc201f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7017.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79096321405cd3040470f71eeec07624f9608d72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7017.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7018.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f57178dcf0696c3eae30d877cbdc32153b502abc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7018.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7019.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96c118b4cd4cae3b0bd43800c1f98e607d447878 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7019.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7020.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b455fccc06fe163cf7236e81dc7db28115277c7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7020.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7021.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91379d8c08d9a6d275e0e3bd9be2eb3488d13678 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7021.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7023.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eed187c3bf96cf8495f419c67b0e4d882085f9b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7023.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7025.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53315a3c1169e26997b7aa9b04e3e3e6ee7be8ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7025.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7027.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab1da04f9f50921312b4de6ed8f275e00067c814 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7027.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7028.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed1cc94ab3445560b7dcc394c5a630913e6a6a9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7028.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7030.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f31735b89bc75db02896196d1d1d6d37dab5ff92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7030.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7031.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..026ca698b4cf26d3941ee9ea20df2aa969b997f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7032.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5725e4f36a7a403efa5021036e13131db9bb8b63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7032.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7035.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64d7c74136136f6db110556acf0ae926a0bfaa9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7035.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7036.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7aaaefed70fd0133e17444ff1c2434089c3cbb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7036.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7037.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b4e7f4d34d4f1427151bc553b6d60baa551164c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7037.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7039.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0670abe2f92047a3c3d42e529d46ebffba3dfe0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7039.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7040.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..772082271d0e50e9436d36084ca8cea56617d2e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7040.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7041.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73905bb49e126046f6f4eec4926f253982055825 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7041.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7043.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd929769f6b62938221046517f41f55458789678 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7043.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7044.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3622ce5e8091d767db57c3f7d4f48b972f17b6bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7044.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7045.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..242a9a5afdbca33fc1e657357caf510f5f5ceeb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7045.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7046.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18ebc44e2f7de70ea34f8af56ac25f5fa303b3eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7046.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7047.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dedc0e2fc9f743afbe599512727bfbf03fdb2c70 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7047.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7048.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89ca8b3cd4ebcbcca50a5e1d672ca199322c2f87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7048.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7049.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afd9bed1affbf3b7bc358ea007aa30b1722d65a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7049.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7050.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6ed99e30e5255f6469eda252ae8b03e43f43cb7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7050.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7051.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b813bef8759d6305a2ee6fb8bb365c90e3426ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7051.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7052.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04f4ac6685edbada9a8b6e4eae5372cc64de3b21 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7052.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7053.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0abe708c97cd1fdf3a0f0035eb555659288f4755 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7053.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7054.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..367bd824f48a09356cd19a72c4bfedd6eb9f6013 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7054.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7055.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..524c55a633b4f3e4540f00a3c0e92a7579fba386 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7055.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7056.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7183fb66393d337bcddabf8e6109742b271f0449 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7056.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7057.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd65a8e0345d342050c3219a44963f9b31ab2681 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7057.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7058.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8ffb522b15773bdbc08b5c39eaba067f62d7f6d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7060.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..442bcc1c8995f253b9208ac6252ea130c403385e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7060.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7061.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe8a5cfb357849bc909dd601063a6d154578b515 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7061.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7064.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2eca75aad2f408bfd2041ef550db57838b669a8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7064.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7066.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e80fa15ff8586f693b952debecf4dbc1e21f1ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7066.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7067.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03485861a30b8b65c1ba683d630a7aac1c94b5f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7067.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7068.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..014341eb65f49a0c0e857ea53912361c83c4f0f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7068.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7069.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5145370c740c1dfd9dc72eef30cac7d9d078f905 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7069.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7070.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08643a17d7d90167ccbc51cdd0e3a9d9d5a1753e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7070.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7071.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9edf0a5a733cb55b358d8341eb4a87a841875752 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7071.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7072.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b125e6bdeaf953d5ba081610f86d58629528a36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7072.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7073.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5042245e771b05a07f4cf25cc42cb7972433f223 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7073.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7074.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dec0ef03bfa61235ffe297f7ffa801a273aa851 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7074.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7076.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7729e60a9b002cd70219b13ffc23066d20cb688f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7076.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7077.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f633476d5ee5ed3af9e7eb5696f1a74d2093792 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7077.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7078.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96f049f662e1a58bbcb85bb17aa55f9ab7497b8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7078.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7079.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d6d96f3e3fdbfc92d30841f0089361fee67ddba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7079.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7081.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59ea3df67f72e66cdb97c778d644972b2799dd57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7081.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7083.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaf3eb02fd4c3f7d984ae54902615743eb9ac8b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7084.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..308f0da346b671eeafd27c19bbd7609f8f2374ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7084.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7085.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5375a42fadae1f5b547259601086725652150764 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7085.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7087.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d4141583096d690ba3941e603a92410abf560eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7087.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7089.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eaf7e7e15d78f0263ac779859c7be26afe78218 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7089.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7090.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0a5b2502c98805c6c765dd8b69895aa5b564c92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7090.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7091.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d01f37a94d86ccb1ae92ca29f5c3ec890c271c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7091.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7092.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b33d068517ab81b6a6776b41d5e85bcbdc3e7ea5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7092.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7093.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..911fb8c2776f359d4c43cf2dbee6c598302ee24e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7094.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..946c7d6dd47b8ed881185d6c5f44617a573f3aba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7094.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7095.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a36867c6d618b4462ec67af5860eb96a447a8ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7095.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7096.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79b4d59d986ad68548b6a30d2fdefd0ed81cef9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7096.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7097.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..589b47c22b32104e1a15c3f7515d4eff2bd31b88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7097.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7098.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f84baca15f1da00b24c7bef276ef66e4792b11ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7098.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7099.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f13f65eb95d03a8b05efff57316e2a91a2d94d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7099.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7100.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dcafceb56b18cedf0a6388b8be175453c422326 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7100.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7101.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3aca873c62391385f4fb054371ac6c4b72f7576 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7101.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7102.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7148006bcaa2f065a72bb12f0a94946cdd63f2c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7102.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7104.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5d5324bfed139198a8cab889e3e16dca9198d4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7105.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0b9e4a1ce69f5edd805993c85398dd5ae366f60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7105.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7106.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50b9b109387ce9b938bebbfc32fa56c19fed457d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7106.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7107.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6234560c7e7f5f0a90beb42843db2fccd893fd72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7107.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7108.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e793695f407a1287ee8eabc94e17f9039c162cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7109.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55f4a217494e6cc80a29294b0093c7e85b56549f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7112.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94c9eaddf628386237a411b9fafb2cd1527347ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7113.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26c14e6b1c2f1c4f0b80c7c94d144c42864cdfbb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7113.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7115.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c983acd067f7e43cd3a752a67598fa849f85807b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7115.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7116.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daa4e328dce4e7ce7d528fb8379dce095e105cec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7116.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7117.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e1f978db80a2fdbb4aac43c69d08b256c0ebe4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7117.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7119.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..096a623bd183ca99ef741f823e822d9ee6fc7cf6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7119.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7120.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcca517605ffad8dc71efc9ec8eb6fa9636afe0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7121.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71fbc66aae2d6522918dcfff8db3b721d541819c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7121.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7122.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa451f2c40d45e3c6346d06eeff9cc14e4cd85c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7122.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7124.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a114fed60b08a47cf3119f93523f8b703427ba8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7124.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7126.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb54fdf5f69db16fe7810af895729dcf66dcd9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7126.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7128.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc64f5edae88854f7be0f0d35ff9f7ed3b14dfa0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7128.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7129.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c383f3d955a8a1086d6c5973e11bd7134d63009b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7130.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a592066951609992c77b843a567ae4193159eac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7131.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..541d3f2625bba945ee06878ed2453efc8af8e3f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7131.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7132.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0981eca4d77e9547b5c49fc5ce2f2c98a91235c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7132.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7136.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f58c72fa301cfc04c9306b3bb1a017af0f907439 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7136.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7137.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdf618477ee65740990ca026b8719bf01939958d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7137.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7138.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1c694fd021ce2eedd23a1c65ecba466a30e6418 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7139.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d4508b95f4d04150bc706906a8fd4adf8a5f63a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7139.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7140.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..734b1e0c638b2b43e2e9950060577ae69506cae6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7140.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7142.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb40f530a14730fd18b7e4f5b90fdf183df32ce1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7143.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfd1dacce214e20c0ad0cfef550aa4b747d7a0ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7143.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7145.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb9540ed9b03b355786e98b8a496ca3fcf1e144a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7145.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7146.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39c6ad1121f9edf9b91cf7c51aae13919ef9c4ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7146.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7147.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f2308945afda1da0b987f0c19ba48dc20c04855 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7147.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7148.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f75800cf9e5eb2b25852ee69464d7c739ead8b70 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7149.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08dc770cc404b0e59fed62ab68e258cfc9d2b8f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7150.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e95dd16b62c08ba6c65ac38d535b0c543b89dd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7150.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7151.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d259903cec3249259ec1d17771b2647d4a264211 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7151.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7152.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..340c4a964ab0086377f1e5d4c790a45e1dd58618 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7152.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7154.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cb4116affac18188c1a1c9e32cd896cb0afebff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7154.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7155.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f1ee7da0221d477f9c30aa80ffcf1829993d81b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7155.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7156.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99534373c9b5f19df2e4d63a17587aa699fda5ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7157.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ac4bf43c96e4672ce72d32ecb71bfc949290318 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7158.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca9656c20a6365de230dfe60e3e533566e10f5dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7158.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7159.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b275d467f2c528859812679e38004739fdedb43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7159.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7161.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f61210fd7524cae6282d1625e6680f638c6b45b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7161.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7162.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41c034e017e15b0106a30d7692d2d58115781b12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7162.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7163.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..819da636846c6083290f7b488822d085625deab1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7163.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7164.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..479886b0961fc38e0782cf511dd5c6301de1bdfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7164.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7165.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51f077c015fe2fd18bb43571bb95f382693f4307 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7165.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7166.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..931f6eff49706e448393944012c1a38d02760867 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7166.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7168.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02311a97ad139a681cbb506f7ff4745ed6f3ff0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7170.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef48cf76c5ea2badc115d7c4bacf3acb0e4f5ff3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7172.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..851258aefb57f3f92903259be5668013bb47617e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7172.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7173.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2cff37a399dce4eb3c3cc74550c84ee49f5308a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7174.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..454c4d6580763f81cc5ad14fcd158fe9b15a2a8f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7175.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ac4eab1c97b076e1e67095a7b090644cbb2d0d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7176.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17a1f66aa852a8ec9f9575490af0381ae28aab16 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7176.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7177.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c27f2d72b6156cc1af94d0765f3c9aa0da0404e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7178.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd9f42570730a323845477bba9fd4bec9c11401a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7178.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7179.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8ab84048425a97e915e484be8bff7810525b7c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7179.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7180.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff459343a233ac1b0c9c2f430616cf7d05e925c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7180.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7181.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..698defdb417002c9e45e0b0ff7769f8610dd16d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7181.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7182.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b67e34d5190636d32ea383420546b12cbb36df7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7182.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7183.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a26905c0925430ca47dc4498bf3e0276ec9bfe7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7183.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7184.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9f36f1fcd58300c62790a8163afeb33b1d8c46d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7184.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7185.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82f998b8af7ee0968ce6e4e810028454502ad23f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7185.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7186.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92df55c553bc66a8f2d3005136eb95f9323cb3fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7186.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7187.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..132137847f376ae1c996482e6a723ccb71a321a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7187.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7190.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feead64f67d56efd91debb779a7afed94274b569 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7190.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7191.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee6042df1033688115bde6a57d3c58bbcbecb1d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7192.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e1947bde14f83550e0e170985a31583c6ff841 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7192.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7193.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44365227fe408b34a8e6d78f02db7234d894037d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7195.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5508d35983667414a2035f3ef162c47d37057b47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7195.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7196.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f39a1c67b7c745782ff2e1a7cba0987776e0fb9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7197.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c07ddf880ccc753fc297cd786fc0e7eb29687b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7197.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7198.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e71a827b0507c91a2ff557b7441b16abf405c1fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7198.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7200.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..113d2d0f0b6be01dba49902a822dcaa41fe9a762 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7201.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59f38a3a1daf8fcc828207b909fc19f4f66e4845 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7201.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7202.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bfc8cd50498d08745b17a2c9e8cf23ce0e786b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7203.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cf0147654c06e834cc8dfe4d3dc2cd111a4fbb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7203.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7205.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09b5978cd11270d5610fecf4508cba01308c5339 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7205.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7206.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5445faa60294e066dcc7e0ee616b7c1850908de0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7206.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7207.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c5fb028cf530f6485f5802f30f3bc94db79e364 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7207.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7208.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10dc3db096c2ed500be79c6516d8771a6d9e3b0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7208.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7209.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca546f68da307aaf673758e2cfd8c4416b232268 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7210.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f259e8c8ec5c191f1423a5a37e01b2d6cadab1ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7210.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7211.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d0a6ef4caedf6dfd32bf0cdcc8e08760da286b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7211.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7212.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d69e09abc3c53d71a6a688b2a5295d52f5c9a520 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7212.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7213.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a6ff4028f729a49cbe17ce694bc5904263fc490 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7213.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7214.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0edb8f1657dea6687d707eb8b5f36309120780cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7215.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af4fda65662845ed0e43692dbc021c3ad0d73dd6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7215.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7216.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4758fce01881cde4af277d6bc685873169feaa8f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7218.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..378137bf5174b2e79d6c8be9640f9a567fabd0f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7218.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7219.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d99d7ae15949202061f5bf3fccbe46f08633677c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7221.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b0a3870acbc798b4f2e912f799cea32f1e0b6ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7221.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7222.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbc5a005283f20cb9abf4a95b1ef71834cac0fe5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7222.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7223.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0f07011f0de81093e1b5cd38131fe5599325fc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7223.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7224.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ca6628618f9b1a701db7ffa188831aab837a450 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7224.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7225.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12dc4a4f05de92ddcf14d83715c2804dba1fcdcc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7225.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7226.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26450f0ce37d271b10b93616c0d087f1c195de97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7227.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31386f35cd4bf71720a9b4cbf672d27dd46c2461 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7227.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7229.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac0966343e9debf53ad5751b1f5cf9b9df46df51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7229.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7231.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f89d0e47924d4f6fa6b4c0efc188fde35c9c863 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7232.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7653faf506625158f62b138eb536f6261d3f088b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7233.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70d2a2050183efdae232b248ea0eaac83970b813 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7233.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7234.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7320cd946e57c85d7cf4ece0128df826375a4305 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7235.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b94cb0043569f1d1cc68979807f75ecf2f5b6d24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7235.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7236.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dcbe18a0132638d5fb5d78b5fc95fb1240f146d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7236.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7237.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1eeddb8191ef30c8e42ffef865a6ed87230617ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7237.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7238.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c0e57535f7022c333ef9696ac46ed691d9894c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7238.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7239.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91c30b351465bb6942795b6eb9a89fff30644bec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7239.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7240.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dde6d98e253670bbe400d690502993dc467ac1c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7240.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7241.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7536133d784a2d73995c198cfc92c1c012d9d0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7241.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7242.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d34b4f71f34819dc6733c50dcd31cb9f6e8ab26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7242.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7243.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0d97660686d42ec3d2004665377b8ef47cb1780 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7243.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7244.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e4e85dc644a4b461672914489a73411b77fb891 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7244.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7246.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..017f9e70d968e816f81fbf9d6507e479de530447 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7247.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c0355bbe242c7cea43f8bfdc230b6154f86536e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7247.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7249.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c974e61e9a8bc03bac0041c645e75e82d61d737 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7249.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7250.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..172a5ada2457dfc4af6815473def1d353a2319e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7251.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c96eb1703439ab9bb4383df58ef11a6b34ef9ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7252.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32583c052d0e31a7e94f6c77bfea7105b0b85a78 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7252.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7253.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30e4cc2102f84fbe0ffb5532619c60a68f112c3d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7253.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7254.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b9495c447bc76797e06a5e6ebcdf0edcd1bab85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7255.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb8bef96d711d84bdffb938bf6955c09183994fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7255.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7257.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b42363a2e3ef0a829f169eb34bf1e986d9f222a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7257.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7259.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3ff3da204d4ea0157bea40e7e4a7263b0d38adb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7260.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe6fcec3903de24f6e83d1d7d66f14e601614be3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7260.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7261.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97f4a93d021d94a5fefe647ca6d9baa82f2722ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7261.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7262.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75d299bf1aa373a3b357048fc5562f66c226f005 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7262.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7265.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8d34b2824e87ac3e775bdbc974fae3007bddd6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7265.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7266.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb8a809bc51028870d9161abfde80efe010bf37a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7268.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0368296fd2fb67fc565145c485a780184e45420 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7268.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7270.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1798eaab9769e40e728f184265933b1682d5f1eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7270.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7272.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..788dd642061b0383e1f99984aff7d9cde365ab52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7272.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7273.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b6d7543c40b61ce9e239b8c1a1b30f5c0955cd4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7274.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae13f78e3041cd0b8832226fd3c8e255d7d71131 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7274.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7275.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe167cc340274c6a37893aee9af186ef2d3d6b36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7275.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7277.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb22f3fc65e3aa81bf44360140bc94ef4fcb856c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7277.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7278.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47d9005517c5a361737d3efc52a9de85612ace90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7278.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7280.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54c94edfabfd31f06283a7ac3b492be142e10d92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7280.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7281.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a4635df96e59045536b2fae72ee0b1c77e1494b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7281.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7282.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0dd2f38cc1618f0a3ba162f48611d8b6b8283b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7282.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7283.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24e6c4d3c82556c75138b62c7af6825c87102bc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7283.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7284.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f570fd279da6ceffd1981a83139009158b0be24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7286.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9451f9bf4d72db1d84ebbafcd7e4cd8d82af4b57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7286.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7289.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15f4e3e653289ce36b733ba72c96dfa49e251543 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7289.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7290.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1544e3f0d4b9b96866ed90ab79cbb2570387bfda Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7290.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7291.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3adc136ec14b87a73a382bc7b5247a8634f75115 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7291.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7292.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5cce95d4b3ff8b9d32e93347c962319343359d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7292.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7294.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ba1e8027ae1a640457a3e6d7929f2f9b4904727 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7294.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7295.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25ad7a29b52f87f75be222a760de7a6b63c9e967 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7296.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96cfc2850e212bad180950c9a97ebcc691b844de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7297.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0a874722a838dc2355320c06c4740d05ccf10d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7297.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7299.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46d8e0734b19ef0a31a8b8231e95fd1077f607ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7299.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7302.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f54c60ca76bd6bd5cc0ea2de77b1153c1ed15255 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7302.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7303.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..238402f594742443aa8ea243a806a3dfac9e6c4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7303.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7304.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..605b98633cbb01d9144a929ec5e3e68f27d430bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7304.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7306.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f5d5590787dc70317208deb5a850cceb2e4a644 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7306.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7307.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4b85e52183bb2159f50619f64af43304198ba0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7307.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7308.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9119287475bdbcc58a3ef3234f8f0c4762bf5bf7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7308.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7309.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28d855cc7fec06016908e7993be608bda76e742a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7309.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7310.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40f517644f0d0c1c823496c27f4f907970610c53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7311.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1fa935667e7a3d56ee394375f639e656a776226 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7312.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af241fd53da2000112d46c83fdcce8a4d4e28ecf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7312.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7313.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94b7eabc881067fe4654d9417cf5efa69b55591f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7313.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7316.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..555a8b3d8e53f92945e252eb4c02104d8287ca12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7316.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7318.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e4548f73abb7f02ce87afbeaaae026dc6aa37c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7318.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7322.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0917ef4c704ad6a71acdd5eb74a84862bee36d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7322.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7323.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d8f77eaf9fef4ed5a26c22273780349dc516073 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7323.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7324.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a72e6bd420f06f7a7b3e597569b9026e75ba3b9d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7324.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7325.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afa71b0a62658027023c9e0964fcde14e54ad93b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7325.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7326.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f27e1b28bdc98addd4769d15d751aaa1bc8b3e5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7326.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7327.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79fb12e97fc00ac5caa3588199f2d7a7517228dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7327.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7328.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14fd2d88d759167559fa4396fc5a6c9bbbe3709e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7328.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7329.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..645a58c7b4a43cfc5056713a31edab607ae89218 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7330.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96ec906136aef02fe8b712326a942ff636dff43e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7330.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7331.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3aee70cd9e4e05b02269350c669471d7da7b5ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7332.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9ddf5895959ee2e6f0442198213ae1dcde94c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7332.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7333.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f65f170f6ece6bfcf27d39c911ca2fe9b801d85a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7333.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7334.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dd25a8319e39ccf89e3e6998afdeddaa23bfff9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7334.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7335.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f866561b92dfc63b0c32fd8938bc48aedf583b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7337.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f550045b9435f2c14038eb091e38b87f5233c67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7337.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7338.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e91a9506b0beb7ec863fc7f6ec83fd4eaf6210 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7338.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7340.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9d62feadfcc0f937d63e33d1e4af3f402b7e7d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7341.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..928f8d27577217ced896744a33cdf4f97e2b08b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7341.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7342.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e020e0f5d3791c05c900eaa67d73388ba859dacb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7342.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7343.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddc053618259e753854c5aa693255002f978897d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7343.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7344.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54def8b62ececb1c399866cf04adb5854c8aa5c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7345.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..009cb82626d6e127121deab82d05fb42e3b201fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7345.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7346.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a4dd59e38a63cc56dc6ab14a2cfa5117bd25c22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7346.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7347.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af2b3658edd0c61a9d40e61a112232ba73b83d92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7347.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7350.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2ef3ebd2bceda86cc4d51ab48d51a79602d0f9d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7350.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7351.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..235ab36311fc2edb714f346711a39a5a43db0500 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7351.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7352.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42f55a563c48e0cdb1eea7d1e8765372af4e1620 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7352.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7354.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd3895788daf3547e8ed5c45ca9b39d686acf145 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7354.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7355.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d08fdca7c3bfa823c958451106d2ebc5e036c35c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7356.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3051073ecdd649c4dc8788ed4c579d9e445e9889 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7356.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7357.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1314395d4100a165b60ef7a26a66d7cacbfffb92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7359.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37c22a0fdf9c1d6a77a328fcf3db19c3ee3ef84c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7360.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3e2560e1fc8a97d2bdc0c4def343ba262067c25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7360.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7361.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be2498fd22e541e3bfa1cf4259f5d8a2dabf7713 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7361.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7362.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9abc5ed275cf10671ba7437a72f92db54a6da53a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7363.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b155fd0761ad7ce0621f0d65f298a3e160c1248 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7364.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb71cfdd33d89a5d3555b7d6abcef35810678263 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7364.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7365.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..808708cf5672275f78812ea62314ab523edee04f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7365.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7367.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43d9cee12fbb013ea6185beeac2da83b0081d639 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7367.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7368.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fea43d6b9c740c5d29523b381b9a6514888e19f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7368.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7369.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e503e24ae3f8e04e071077c3e2a8716a092d3105 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7369.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7370.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ba4bc12da491718e3cc3c35d9f5a1d6e9f4d703 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7370.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7371.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e51971d6c25a4c9e5ee940f4d356d1dab798d88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7371.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7372.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94f51f362d9476406e17bd88ac279aa73b35ce10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7372.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7373.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..077641bc8add70c4c185f5739451bdb7aeb51bfe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7373.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7374.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf457105716ae69f0f8b274e96c8cf039d09fefb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7375.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afc6b1c6ebc0843eb96df3ee228e1162b1ba7c53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7375.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7379.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5609f74303b0007322e0a04a750beb16ab58c6d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7379.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7380.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbb29ba10d22e01eb823bcf0c5b76b5bf20d7a53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7381.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e1e455aec59ca339a7d5e7def20b35531b4af1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7381.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7382.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..752d98be86c817368f24a0a51739adace66c3c9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7382.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7383.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c2a913033199cb1e94f46c3d83b8a5a2b739a88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7383.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7384.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecd9db56a1cc19d96faa5be223a283c0d738cb84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7384.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7385.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf23ccdf41781f5c987e4b89ba8af6a7b1b3ab25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7386.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..169c37f750c645bcd810c775c8d5400d9ffcf2f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7386.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7388.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33ccf2ae3cda7f69d9d47913d0c00453b3a2dc36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7389.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582d38e1a2957850fd5fc5d277a256aa3e8cdb3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7390.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40888d61079dfb8b63167815e9b02bfa54f898e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7390.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7391.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..781ed9b0f633efec03ef917760905de8c7df025c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7391.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7393.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e8efd332d15b3e08ff0918cceafdf276cff07f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7393.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7394.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e88d571de53d4d8648ff37276f15c0ff21558662 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7394.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7395.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8383728da8e626030fa74c694d92602c499a8f7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7395.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7396.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e570dc2cee678a815e0ace95275dffab36cc77af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7396.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7398.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..544059dfb05777634d4b5cfa13c6f489f45872f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7398.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7400.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58f55fdb7c60e10919bf9f2287ba91358953bdfa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7400.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7401.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b4ae92dd52ef950e41f14e1e70f451205b82540 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7402.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b27240e32fe182897ab33af43b7a6c17d9e89876 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7403.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9e48ebfcca324fc29f6057d09332d86fa48f277 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7403.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7404.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..637db1a71ef7c4667900e5a9171e3431187e8988 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7405.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92b5be0cb9ad446e4ce94e0c90527dcec29e79b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7406.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e92977074f99a8b453120e7ff2398612a2791674 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7406.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7408.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..074ed617adb818a5070c179566f1bd191e33daae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7408.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7409.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90366b174e8c5c97c52534ccf3a860a705000058 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7409.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7410.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca8a8d90049117d87967e644952ca7356821af90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7410.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7413.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81ac515a67122e92e70fc6b8a99296e5197961f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7415.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e349c5f0ac0eaee83a9cf3dcb9f1bbfa7df5e44c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7415.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7416.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd6c745db62c95e8fc7099cc524c59644828247d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7416.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7417.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f74dcb759b8f25095b78a7a04e2d23e3c093fbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7417.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7418.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e8d266c3390a5d0e3b40132aac852bb2f7e79ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7418.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7420.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b19bc03e277da555be17f03d216190401dd75c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7421.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e6eda959ea7f60fa41e1945819e8d5455e4b3e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7421.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7422.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3787f85f0bfc8ddd75cc6e34df314a0a88d7c0ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7422.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7425.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..578e9ab2295487db2ac87c4ba0030eaff88570ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7426.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26c13194afaeafbea7f2bfb21b7f7d2702b73512 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7427.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fbbb7409d386a71d4867ef76f86c1d72fdc26e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7428.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e33f3b6e3cd43bb78aa423bc75a5cd133d0e269 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7428.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7429.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aff171405bc73657087883cd4d97f2b9d40dbb52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7430.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a25ddac37e258973d2ec3370d2a3db8f94de048 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7431.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce828eba2d4007116ee4fc861f4545060ce8173b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7431.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7432.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de3c1eef1360628ce33e164402695d1a20c6c614 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7432.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7433.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d33bb50e5687e26d4c654b304722472655ee7b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7435.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ae1cf8dcce4bf41928807a23156fa066c71462e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7436.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b63ab68b30474b6d7375cb08cf0187965341079 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7436.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7437.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9bb0da9775ffe60d4659eaed35a8235a23470e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7438.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7d57a2e562fc8e6003d3e68f30a021ef8d2e3d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7438.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7439.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9babeb011c43cbcbdfe5c050c0e159ae4b893bfe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7439.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7441.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f54fc9ce98e3d42b3850faf64687a06e5a87f4d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7441.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7442.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2142fc87d16852843c6a70313b72c5c8b08bc93f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7443.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b030c865b87a8c3d4b9fa29a6fe141e51dc15086 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7443.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7444.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e809f26b88d3c572cd5334417fdf87bdc70c95de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7444.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7445.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..318ab0eb3b82692a7c356e12d992799ac3c52775 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7446.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..664bab696c60b5d1489e1a90bbe98202cad92ba6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7446.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7448.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..713aa0623291a77c4c3e28c4f88a2ab415644e07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7448.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7449.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..efb717f5159bff28ff18c176fb039081b8e23761 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7449.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7450.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05b09dc27191870e99dd39a23f7455c89823b09f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7451.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a4a8a8661cdc6dc525e9033b8de43837bef84dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7451.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7452.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..746d06d90057fe9eb451ac64b287567204e3779e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7452.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7453.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c733138004136cbcb7b95baa5c96fb70bae16680 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7453.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7455.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..062f77492b4390ad7eae5d06cd8af2dd3ea2c2d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7457.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0947f61d14d0590eefa18f10d051801c683118a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7457.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7458.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bca962c441887d6f7ecd5eb48894ece733f8364d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7458.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7459.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e904d7b4a19a4cbd898243fd620c6e7f435e12b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7459.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7460.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..275f1af4a89ee3149736e8c5dcffb20ffb14c186 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7460.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7461.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7151320c24be92b61c1c2d5f95cc46571cfb694a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7461.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7462.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b10c5a5e27445b31cc8e7f188b62ea6ca90b5c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7463.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58d78e6f7555b4295ffe3268abec2a473ce69101 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7463.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7464.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81aeb0b840d74c208804d7a2054b48d02b5d6dc6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7464.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7465.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8784f94e237b963df130872f8ae19e72e4c9946 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7465.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7466.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8df6092a19b168ae7002af781784e44ce2cb2fb8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7466.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7468.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9787695aa75992b27606a5a43dff12289598e8db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7468.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7469.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36c621e1c54fe062133ed8ffaa4379bd7b80d4a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7471.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f93cc17987cd09ed94b5ce80ea0bb7904dc95bde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7471.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7472.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a54675b33ccb481ec7e6fe7b2c9f74832a33fc69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7473.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e16d342e4095daf0e3e379edc01527c38482118 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7473.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7475.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e241ad2c0c7fbf76f0739c7ee2b4a5c80cd1383c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7475.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7476.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf00f899c2b7a219f3ce9459798487790cbb9a0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7476.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7477.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94ffd8f678593df3d1b50937d64b5f0a88b056e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7477.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7478.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4023fdd3599caa147e37771563c25cda0ff65597 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7478.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7479.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2101922ae90d580df86d0a022d2d9fe750b52df2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7479.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7481.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e8fc253b4a22cd580a212c352164049b7f8e67e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7481.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7482.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..597e5b38510bd4834438a0ca7ee5533d47577aab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7483.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87709e38d33634144deb2c50c1994967bdc2247b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7483.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7484.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..503ef0700e08f35f13ba89b7c6959bf0289ba4f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7484.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7486.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691431c40fac974dfd673807485302350554eda0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7487.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05d4ca86d8e323ae7c57670f93012b0577a929b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7487.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7488.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ade6a4e24233bcc9cfcdc142000034d838e247d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7489.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2c5e3e626f5490204bdf3960f395fb443596b4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7492.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81cbe38ec2564adeaed36f5de757646a8c51518e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7492.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7493.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56d31595a9db2fb14d2d1bd3f6e155e2819bc7ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7493.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7494.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..988814865a2fa88bd5904ac9cd1d0ce3db8aa1c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7494.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7496.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0751c55008498ec2cdd9cf7b6ddd5bc102e0f5b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7496.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7497.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..758dacccdc482ddeca9533cdd4db3bf29bb7ee7a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7499.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a6e4300ad1bd1d1b3df663a432945400ada3e7b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7499.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7500.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d3c07c6d75deb284bf63845dd53c3f735c0b97b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7500.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7501.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..536ebd7e6addee462ba8ae05a6daa99def4e657a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7501.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7502.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..179ac185e72a15d48ebf1d65ac003a2ca83e1a04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7502.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7503.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbdd8d7b2ca0714e83e4bf75b197712d4e8defbb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7503.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7504.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fef429374a57fc0daf6c2ab3f4518adc0f090898 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7504.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7507.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2b8fae14994cd55a5f6f067a17c13ad5f3b3e20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7507.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7508.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4363eaeb600e0db5bdba51f541c9589e56a26d19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7508.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7509.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3566677e572c5438b4dba4c7842253938ae5477c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7509.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7510.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1e4d30a5df3d81e2d073375316b3955c9b7ed3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7510.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7511.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df70c3bb175f55e08d0bc3df34af911b7d566b13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7511.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7513.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0007ca78283ddb740faf0e60a6a0be8d7bbcc9f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7513.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7515.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d99e4fda1b276f5627e35e3083a1f74f0d44c8b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7515.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7516.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66d9d37d22aea06dfcfdc34a04b54fd655ed73b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7517.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b7c1921afec4fbcf0a54880589eba3209db943c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7518.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d708cfb2ec3b28e6de9668670c5c0f21f96911a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7518.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7519.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eb4a2997517c60de8fc53f64e230ae5b8d40362 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7522.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50e658b0b22d5894741681e026caf5eb2e0492fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7522.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7524.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bafe4a6e08ff8b459e0a8bef7ba794ec88feb4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7524.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7527.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce949e5ffda5dca4a33d39af78156019b5215ce7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7528.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c778149509f484a508125e1c3e63dad57c7d505 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7529.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b845aa75fafd766d587255209398b30192e9df10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7529.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7532.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..701ac5c5c57f5e5dfd81a8b5fa2baa98106e95d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7533.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d32ffb06acd27f7941c5224c464b2844ba7174a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7533.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7534.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4aea9f95cc3079c2a9d41f9210b3f4b48aa5a45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7534.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7535.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a4b2e6369fa9701e3690891e3bd9211571c8503 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7535.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7536.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..517741ddf1604056c3d744d845af95f532701f06 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7536.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7538.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44ee5dcecc721524180cf7843232cc8b7764de4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7538.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7539.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f9792326889304b06945aab32a71e2dc3480cd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7539.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7540.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a8212939c7514987d1f06aae3076bbb810f0419 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7540.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7541.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20996553e8bed987ddc846d11ba0bbbeae62de93 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7541.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7542.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89722c97685d5a2b7bfb21b48b0b02bcce83bf80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7546.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3802d1b1a7164aedf8abf28c220a4ed59b79f92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7546.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7547.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b42364eb59c946ac67c6502d5831887a4aba93f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7548.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e12e7bcc76020eaad0de224805ae63d727ff0247 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7548.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7550.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04c873f83f12010876f6f8029fbc39d4471a4e52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7551.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5fa9503f740be89bdb2835303e76852b1fc5d24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7553.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1bd20bcc321cffff06ec4fd97c94e2a381a40b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7553.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7555.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546c1dce3484065dc8d5cc3a7069bd455f7e2259 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7555.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7556.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..418d2e9e644f61eb8e363546de622a52abe4fb5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7556.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7557.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..585f6a3a369c37f9e0aae6c024deb39b965cddf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7557.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7558.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce862ed0dc25ed010d4cc1d2f18fcc857ead3668 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7559.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d1fb035dc154038bcf5c6b9edfabe9e5feb6f35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7559.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7561.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81cfab4343cd3a3271eb43f7269c881937d98c8f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7562.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b96a6deab42fad6745d8743f06d91a17c0f9dbe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7562.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7564.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..364cadce1e789941809e0f0ca812014f9b8134d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7564.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7565.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..014c56bfab70029acc2d8e46e4a0e1121377347a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7566.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12fa8913b9fcd90795099d7ce62dae2897333725 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7566.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7567.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7fb8bd178f14cc8f69f987cacf656c6430e9ee0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7567.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7568.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adc0ab88bc8070e14500c2c8e5f64924a2909a5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7568.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7569.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23250e3083bb8fbc3d9d05945010f2300e4821d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7569.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7570.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3937b04d34c5818b23c44b355f8323c2904382c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7570.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7571.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c11498d65559c17e56ee81cd120e490db3201581 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7571.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7572.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc5f999317426750f1223716f30f0fcc7492acb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7572.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7573.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01b59adfcf07a388311016517b35f9becdec1f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7573.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7574.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d8d63613aee292568ae956fb572ccb9bb16f38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7575.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc4d893ad60d97e9e4835766c4cc88cfc47995fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7575.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7576.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb1732426d14bbf5a40430ce146c3655c895df22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7576.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7577.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e51a48654d84154009154f98478370f906e11280 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7577.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7578.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..711c43da42f87bd8a6b91782190c151e548fb112 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7579.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..994a6371e9bcfe21f381bc6ddfc7dd67a748beec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7579.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7581.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..022aacc10bad32d70ff4820cbdc8f48f40a9b1ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7581.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7582.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..783744b608778204dc431cce77b14b96146715ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7583.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bc69e7c8005fcaab304662c770904340b15991e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7583.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7584.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59abdcf9087f356d82fedd0246e8f4c01cccd047 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7585.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3153faa4a393a9cdb3128921420ef4b93b37539d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7585.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7586.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aea588553bc45c3d13a739db36195a8a6115e3b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7586.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7588.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdf76e7c00bf880b0b612e267c80db6eb48461c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7588.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7589.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2edaaed9eebc889d9648128e1ac29d82c4891824 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7589.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7590.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a61c577bf5d90957885a9b1551ca8d2a289c014c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7590.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7591.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691e9841ee7dfcf5004ae4eec374d8fadcab5ff5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7591.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7595.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b95f83fd68892311459091f7b2e1bc0255e3adff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7595.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7596.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..247d6177b92e7c4921c5d7d39796071347839a3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7596.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7597.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c63fd0b6290053d3e17b97b1538b4d68931d6f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7597.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7598.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57bdaaba7d64849ea0d44201935097df81a2e737 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7598.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7601.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b8a08b420ce891dd6dc6755630fe7ad7e859ee8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7601.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7605.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..336a229625de64a0af94f0607d0ba812a7806bfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7605.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7606.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..837cbc5c70098508504d3a5196234616e51290a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7606.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7607.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf5f60fa5ae9f5bbf611408e8f99befbe0e0c8ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7607.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7608.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26e61ecce73591dd5328bca47a232a661d63804a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7608.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7609.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3734b25072609d8ee30d5e2e6c1881ca5692fec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7609.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7610.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c75e9457cf1143cd986218f75b15a1f50bf76cdf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7610.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7611.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65d72f14e539bae8419cb412338ad0638f7e4f0c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7613.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d097f4bd0f4f6ed9bfc24a45dcd27cb1e7029842 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7613.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7614.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0434af41c4de91fcb373370fff1e2c211d807da7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7614.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7616.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f31aa064bb53b27db75b5452d814c520c87e8222 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7616.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7617.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df9439571fdeac8589d3bdcbf1b879df9e4cf1f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7617.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7619.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2fc11928ee439851772490e19ed53588b21e5ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7619.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7620.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bcc9148226e9c5ed0be8f143db136fa976fa924 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7620.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7621.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..257878d4a96907a14ca7727d44672340c2f4d021 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7621.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7622.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7622.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddf9d0088964065027caa029390f42d10acf214f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7622.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7623.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09dbfdd32043baa247e5b37c335b62e46efd4b52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7623.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7624.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecbde9427a6085b8b5bd7050a4abec13c5312e26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7624.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7625.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eb2ea68572f5e5e7855db11a2e3f12319c30385 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7625.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7626.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2326d3ffe12d6c9ddc5ebea452ebc1082d20b502 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7626.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7627.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b7fa4ed6436a2e0bd4cfc95b89173dc61d56b51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7627.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7628.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7628.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fb720ddd3e9bd55c3ec341d632bc819a2484820 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7628.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7629.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27c40eccaa45da0f70efaa62d473a69d5dd390ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7629.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7630.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..071950b7f49a8262d08cf2bd8822626e45574aa1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7630.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7631.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3bd3a34d2b25f2d036c631c045bebb39de5deb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7631.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7633.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28dca3f9945fb1aca982699520cd8b07a2402cad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7633.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7634.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..625023882d2d470e8b6f1874b5968cfa0195d5f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7634.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7635.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ed12aea760a8bf267003550fbcf5d7847e213a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7635.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7637.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64b2f0fbdb19561a6a23ba77709e24b737091c82 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7637.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7640.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b417a1e441e8ae85333c227d4c6b35c607ea9ab3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7640.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7641.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7641.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27302cfb0b8fcb08577487865531178779cbceb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7641.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7642.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5c8da60c8282896050449b28630f35a1c8bbb1d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7642.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7643.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..179a9a71e3b490139f1611964d991767e25aaa08 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7643.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7644.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..874bf32bbfdcd4396e4b44eca34fb3859ca606ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7644.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7646.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7646.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c3a8b708e91b09956621dae89d36aa2f09c14dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7646.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7649.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb2103f29202c05c66857d370ebf3864bd46589b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7649.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7651.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9985ac3d958ac9d13d17b89e522c2acfcb0a399 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7651.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7652.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc1a6cba76f33f176cb19296b4cfcfc40b0bc63a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7652.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7653.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf03e02faa1e4f75b0ef241597c8e9dc0eb96fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7653.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7654.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4205da97c3e212975f6f77b737adbecf5046a0ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7654.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7655.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9aab6e1d8082f40332c531755ded6f9c57cfc0a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7655.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7656.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afec78905c8705cdaa1673e4270f5ec4064decf7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7656.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7657.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3edb17851c54f79466a3fb0f24758a0a8cc402c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7657.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7658.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..482fffd6fb9eade539e8967031d74a34910001e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7658.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7659.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4839314b5b3344c7ba62585fecbeb47cc1c027e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7660.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c02b2962b42c8542ab13d8e52a48dabc6edbb51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7660.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7661.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b7b877cbaf2ef9a6b3f47c9740f941eecb28cf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7661.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7662.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f313a82814649adeff5aa97c35be78039f340c07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7662.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7663.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71728154a65a47ef66d4dabd4c3ce99741db9e46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7663.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7665.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17b08cfe55d0543f07a63981265d52f1895cc2de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7665.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7666.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..844c10c09ed15a8b83a3b452defc5c5d3f52e7d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7666.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7667.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc383a37bf2fa1657540d9c7252609a4064fae7b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7667.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7668.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c74e4dc07b2f3584844e4322556bb8dedacb87ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7669.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9d1abfb3b05c3c7fe4f7c59d8dfc7b1ed5cfbb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7669.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7670.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e035c85db4d22278351ef5a9e92a1fb3b13321b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7670.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7671.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fba357e26ecc6b599aa45c456a1ce7bbad5b5bea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7671.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7672.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05508f195e05628fe661eece413eda82be97b0f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7672.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7673.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09658a5392132e9f5e627603632c498bc7b6fb23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7673.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7674.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..463ec6d5b1f34efcdc5fed044a05a9d2c0258adb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7674.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7675.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7675.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010e9dae7b6e69c3e81dfe913db3490f31726912 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7675.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7677.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14b67a9406b9dd5f9c7b0abdab8a33fcbebafa29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7677.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7678.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64221fb748e74fb043190d56faade503a33043f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7678.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7679.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddcd5e1e53f084b9a484ebf8139a45867c1e2806 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7679.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7680.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0be84c535d747f52df4be70c2c311e22321a5a95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7680.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7681.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6898c90a43ed7e2a052c992bb251f516bf3dd771 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7681.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7683.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..518a13db3c1ed62dbb784c3b13cb05958deb00cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7683.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7684.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14a9e8c76700d46358114ac42100120c964d228a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7684.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7687.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71a7c84fd6ccee152b1819d72d710ad7e8d60c7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7687.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7688.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca5e726a1d58da794b38f86044dafba21e32084f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7688.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7689.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abe090e464364bec8d9336856ad0f3cc72a1a6fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7689.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7690.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89da8a754e4b3b6444ab3d769c0f796ee8a88b16 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7691.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1a272e29b295ad2957e42969d7eed417a352d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7691.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7692.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c9da1402b1889ba0b2e8d757c67ecaa2b73e5c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7692.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7694.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dcd48b443fa64b248cd0460e6fb0bad42f245f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7694.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7695.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3afe8ea45064da9f023d1a1e0eba2ea49dcdfa86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7695.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7696.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cb7474e6e980a0e90d8ab0b247147571d29fc99 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7696.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7697.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8944bd475a2419e7f4e1fc083218457c8680699c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7698.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ab5c022c0706882ec2e704683cb66ecf68469c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7698.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7699.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7de94743a606ea996e72683346fcc51958b933c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7699.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7700.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a07f388391c7d6dbd72b4ede21582564317df24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7700.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7702.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10b9f4244298327c962816130e4fa6f5ec897330 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7702.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7703.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1136477a9456d6b689a37f0487e61cb990c8115 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7703.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7704.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87d766fa8a68ca2907e4748259b11c4f3d85e175 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7704.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7705.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8463821bf47cc1b91776ca08ae0469b0655e2a0a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7705.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7707.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..400496e230e009c961cc4722ce18be3d289b5659 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7707.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7709.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4830302c48f937ae4642953b2d21882e32439f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7709.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7711.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..befe1948fb58838039bec227547018e7e0026f3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7711.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7712.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52104839268a6b6f0565930bc0c2016f14231c90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7712.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7713.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e85ab1f2d97d6b68350a68f2e04a517acb69b2be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7713.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7715.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a826836e108ac129e0316f2849584a2d5815db5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7715.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7716.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe6eaf2c3822801960adaa5fef31764216126b20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7716.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7717.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..469ac88d3c591e497a05452f93b38af88289098e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7718.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..215199fd6f1346ca00ab12dcf1f724323d7da3ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7718.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7719.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7b6751d157f4c050682f7cde497e999ea3d4699 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7720.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6081aa957315a4e8ec7bb9c2fe62d895520cb36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7721.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53444838e1ab1a26b5aa50884966a66ae290878f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7721.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7722.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de9f6b017172a6978602e8860e1f64fbf373d9d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7722.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7723.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1fa34fa0457809b5bb5d4b933c4c99059245659 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7725.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7725.jpg new file mode 100644 index 0000000000000000000000000000000000000000..484c2385a92b451bc0f013f222fea65f0913a63d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7725.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7726.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08729b2ce8cc54b66c1dec9b9c94731c946272ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7726.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7727.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f024ede1fa62f904f38ef9a0fc484456c1367bf6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7727.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7728.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff349f0786124d0f5dfafde1e1780c1756e69b5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7728.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7729.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81c68cf7ae616a928f300982df5dbfed3865e3e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7729.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7730.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..081de272945a062497577762a1d2ed9cad6f5c17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7730.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7731.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7731.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b96a42fc58ea8c1cb4821a1040e8fe4db27aee7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7731.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7732.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30157ab47a1b09e06a53085f223c972b91e7cb59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7732.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7733.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24c302661eebcdeaae3b1d2fb22733f5c2829f76 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7733.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7734.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd8fffbb5e15f9fc5ac8f4b1870a50b6972e2c48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7734.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7735.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1751bbd6d5430f31bab19d2f2380b19bd8b24df3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7735.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7736.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7604ca35a0d79a085be211ee3771923d9bee69f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7736.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7738.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e3df0822b81d127238e3714478cc2ed99b763d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7738.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7739.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbbdcad5b9fd9cd53304531e43bb3839f2f40155 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7739.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7740.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fbe4f0df10a4f27c1f6537cbe056a9120bc1299 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7740.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7743.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23393de77740920566d3f14896b23182754f538f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7743.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7744.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f85a21f124c9f5803e04f938f6f44c96f1a17c54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7744.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7746.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f28dab09ea2546025578a43ddddea94ebc773a74 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7746.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7747.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..003e0007596ec7232048441cace300f23516fec5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7747.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7750.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77406cb18d1b184710c15d48dfa279c408f9207d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7750.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7751.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a0a22de43e9ffa660ce6a67edbd413510e713fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7751.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7752.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0dfea1af8a8ccbb8ce5c1ddc58252d1b511fe264 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7752.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7753.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a419800e61e8d44efb445390596cadf0d0d80be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7753.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7754.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db82aa689d363bb78bac1cd6b575d8c7d2f2520b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7754.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7755.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7755.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d203d64af7142ffe553a3d39cb16b47539ec3dc6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7755.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7756.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..434d137bc79742bb5a0a3872079beb64e33cacc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7756.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7757.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa9de2af90d674220bc2281793f3bbff6f706b19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7757.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7759.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c519a2feed2716f78a9838963b179499673de221 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7759.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7760.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63ffd40bd524d6d0760db81132821b1a364f1ee6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7760.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7761.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae6fefe35e996393996be459ec3b3583763bea64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7761.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7762.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85e8fcf903a7fbdffea863fed06688a8a4b1dcdd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7762.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7763.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b90938e1dcf1118683daa39a83e033e4653f4b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7763.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7765.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a691ac4964aca924d160a95a6e7900e045aac8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7765.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7766.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18bfa82ef6391e2943a7f880240815c044976d83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7766.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7767.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36f75b06038fda8ac00d8d9ad95cb2faa484041b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7767.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7770.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ce429e0f22d9afb9655db90ab0ffb9ed2b6c63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7770.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7771.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b56978e3a24acfd172318b195ec08446a551fc31 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7772.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c99732b26c4a777f11bf60d8d53ed1c2716cc66c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7772.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7774.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c1eec60c86bc4c374c9d44c3965ba428b2efc28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7774.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7776.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85968db469556b7381df770ca141e56213f2c894 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7776.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7777.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f755f16fa76e05a7492fdcfc7d3ab11041aa6d77 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7777.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7778.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05861d4a2fa8fed1bf7421a0a5b0f4bd4e0d3096 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7778.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7781.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a720fd52f2e97bc39bbc6d5c39d1bcdd0ee0b8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7781.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7783.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..689fd06bf23f7e3dbec83c6ebd57f7af63f4ed53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7783.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7785.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35bf67fe682d400bbdefa388ccb32e68e184150d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7785.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7786.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eea7b9b37ef2cb17e8bcf4b8fa82b20420a8b699 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7786.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7787.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7787.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8da71a94b82617fb90fa2e44a113957fba64f23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7787.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7790.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c21c61f550d6e410ff0dc1d09309ebfe43f2ab8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7790.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7791.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d61daf5fd275e30c88ac8bee455fae266ee1bec9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7791.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7792.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40c229955744be389db95c60fa82e07f34d66e2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7792.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7793.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bb01968e3d76035d3cd964e1ba0bb923c8445ac Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7793.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7794.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a268e57020df60273dbb4beacb133dc9170d702 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7794.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7795.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f513c120d1df2321c7a8176807da2fccb8757fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7795.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7796.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3565d894cea5658a8678270b67e52222218571bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7796.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7797.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b98db9672d7682f6c1a6de395a9eb31a591f858 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7797.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7798.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8c8edec9c1ab0c7f680c29e0fec364e6a86233a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7798.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7801.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e85b5a5a87dae85e4b3b7454539f3c15ca4e877 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7801.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7803.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3a2f482bbf1afa2cc18331cd6eb85f78ff158c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7803.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7805.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66bcdea06e5c690fcf5220949203fd11d7d9648e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7805.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7806.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94bcd0cf846dded50ef7a0ed90c2804c940a6af5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7806.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7807.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b77f8507110291f42a4be48929e139d62e4485d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7807.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7808.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..827fece7cbf2b0ea3cc9a85bae93f0502a1b2fb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7808.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7809.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd1883bcf68e2f692937242a7722eab0b1f8d70f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7810.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f56f5486c1bfae334115d35685fc31a48625ca38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7810.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7811.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cc4f384270e05d5ffba6f03e694472f98a04948 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7811.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7813.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7813.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c9218ee22defbb9ba2f8aa99e93bde225bb222e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7813.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7815.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6e10c8f4dec2930a6f22bd4aad0c110632187aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7815.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7816.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..278b52c1b4733bb35cb4406fc8afa9e2a2ec47f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7816.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7817.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e82f0c2dea377f11369b57cb77a9922c8e04e9d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7817.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7818.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ff0a69bad280040941a8687e051a4e99693065d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7819.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbaf826a1a24b94c1cae70be3f75465d9117e74b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7819.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7820.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b61d0626b304e3017bc52621197a24d70c06e57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7820.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7821.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6554afd8aedca7b1b1290dd9753239f555cf9db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7821.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7822.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c87d8acb5b533ccbc72192728c4f7415564f9537 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7822.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7823.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c03abd64201be20e87d0c4a43cc7cb0c6869979a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7823.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7824.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b41c825ee8cb5fa3adc8839f2bb1c4cd7ab899b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7824.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7825.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19b17935458e9534d1688ba9c77ff8651855de8f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7825.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7826.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce237e822df0187955de8c88e2a9ed9dab839712 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7826.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7827.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c12bdf0c100e9bd5c7975cf09e9e9ac64384d7bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7827.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7828.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccaacff64684349d90a205e6843b48f1939d19db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7828.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7832.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929701746f12d72ad6a619a017b3a17d0dd87d64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7834.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..627bdd37aa69bcadbbf6271255bb5a6f3d8329b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7834.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7836.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3af4e89e776ffd7adcc6913dc4f2971cc3935298 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7836.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7837.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..941827c3d03963b8948c70e8797b46a938c11be2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7837.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7838.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bce1e2ed08764bf30752474bb251196d750d46af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7838.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7839.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65d504c2dd77224c29b49f6a6a18869bf61a497a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7839.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7840.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d2059b4806b8f8d3848c70aa619d5272dc03443 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7840.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7841.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6675a7f4016bacf4eee7f017618944459ea2c85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7841.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7842.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad2442a6f07502724ca8846d941dba9a1c90cb39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7842.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7843.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a42fe17d53d605dd588107b43c06345886e93991 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7843.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7844.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..412e7d4d5a17fa331c996f2570bc85cca0e8f615 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7844.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7845.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b623c942929e8b93a6e4b185c12630fcb3c58f07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7845.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7846.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..549dbb73eaec779b60324be00890771ea6eedc32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7846.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7847.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3969345319531432b400480f5a45206e595016d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7847.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7848.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89c708f452808929d495714358b67e538027c69d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7848.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7850.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5570e6bbdeda7b58ba7db3ec0389d21f9d4d2da3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7850.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7851.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eaaf02bbc8fb14001b3bcaf3c2f6f1a6a3d4181c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7851.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7852.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f0de64cfec53f2abcb8d408320db3e40560ba1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7852.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7855.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eb2f476882a3acafb1d64bd9b3824ce96f7a995 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7855.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7858.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e950862409a6b5ed14be82e282da4beac3f6b0f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7858.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7859.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b8cd013b7d586ef46c7f824fa2ed859c5a691c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7859.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7860.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7de93ca8b4feb665c234f9cd727b6c00665ad814 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7860.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7861.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa3f345d52eda7daee4a71456aba089473f9df5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7861.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7862.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cb409e652abcb9dd51b27c2697c04300b24f814 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7862.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7864.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bff7aa2d5f92d4bfb6b03af23297d3b9c5c9fce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7864.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7865.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a84cce4ea8ab20cb00e8896aaa6269cdba6ff492 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7865.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7866.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9898a7ebe44e4ecfcf6253f63b693874b525a102 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7866.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7867.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7539c936b8b00fe8233b244c99c166aa2010a8cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7867.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7868.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..924d54ec21cc5ee45f42683b327779bae99759e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7869.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2f5d295d9ddc56bf82d4dce40532f840ff42eb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7869.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7871.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ac990377176819d27d0101532217698a9406995 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7871.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7872.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28f38dfc4f5c1fff05ac997cb1d0566e340a12d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7873.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f19777c933665c8e7749305e0a579a2b02d1d72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7873.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7874.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7874.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebfab6495d8a648abd6c895359b26cbdfc96cf90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7874.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7876.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84a2364224d41d45369d4b8e73827206d727b804 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7876.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7879.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ee344a7ff2765d65cf245919b21ed9a045dfaf2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7879.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7880.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8deb8c9fe6289a99113707a072f9e076eecaa3af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7880.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7881.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2a34f40bb92a55ef6b9ff0160859feb571cb79f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7881.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7882.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d260af47a279903b458424e036dfb3a19597ff67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7882.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7886.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5743bf9f94a6b945dec6fc62e7279089626abf4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7886.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7887.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2af2ffd8f03ba8d4517deb4c909b5b73691d9074 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7887.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7888.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1053fca9495fd66ba84f355f1e78ad38c9ceb151 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7888.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7889.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06e3da5cbdb06136b8fa6c6aec85728ed6ee2649 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7889.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7891.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80d04f885f2ca7807f8c78dcaec93bf9562721dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7891.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7892.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26c24d567c13f79dd65396bf7fceb937570fc860 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7892.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7893.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24fc8eca6f5bba130fc11ecaee720a9aeffb2292 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7893.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7895.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26da31725d456ce981e66d46e4973d07ce4f5556 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7895.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7896.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8024e57ab2ada2059b7688cf7fb55713eec9c42d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7896.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7897.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5cb91c320ea94fe02fc7c48f11a17d83b971be9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7897.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7898.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f90f0b8d58bbff6b9d61b8888ea519bef9699828 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7898.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7901.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3235187f1c7e3712099e7436a0d35d640081542 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7901.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7902.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2bfb7371ab4700006bd0175aae5df303678ee75 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7902.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7903.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38316b7c06ef8adbb99d7fa5ab41644455e5abb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7903.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7904.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cf81ec8cc1087c7a58353579de38061f61f071d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7904.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7905.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85fe358ac6dd7e6fe20410a4adab5356e456cc86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7905.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7906.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3857896a126c316b18565d2dde77916081adb57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7906.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7908.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5ccd27c7b1bce0394e380d95098a9839d65d94c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7908.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7909.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2dec08f7f4eb36582d8684403c02ed1bb834268 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7909.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7910.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41ab677f0e4473604d169de5d333b0f6a04bb9f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7910.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7912.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5204faa2deddce22f7469bc9517d18fe5ee1e526 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7912.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7913.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79add76f99fc6812d82df72af30b705c377fd043 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7913.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7914.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91299c0eac66f18218c636b97149c1d8039909ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7914.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7915.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da74391118fadea5e1ec07d2cb6086ef7d2afbbf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7915.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7917.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef8cf3a3466340f3aeb925f723573fb56c28d55a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7917.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7918.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82556ef4fbee67f9dc033554ce25565a9667bdfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7918.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7919.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84121e9c8ecdb31e2ec9648defaffae6b62a5b8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7919.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7920.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15fb5c378d87a2c1bb9ebb48d2eb6d4cbb4da2ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7920.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7922.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f29b0f8164fce9091855b7c61cb95403bacf1e5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7922.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7923.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8034872b0815fa513b7be32a840f7736e06873fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7925.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19576abd91820a3041cab5045b3e5235fa9d8bb0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7925.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7929.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d417bf6736578d836026b22a67aec9d706b917c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7929.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7930.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c74b1d87c1facaf1933eaf9f2212ba79081c421 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7930.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7931.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89b0cb22cc242f6dc280e468aff7514e0d984c10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7931.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7932.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ab454fb612f86d96092717b82130c267309b7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7932.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7934.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..812148b9a78fdb31fb9f667a34f6a7c5ca86a164 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7934.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7935.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b10987b504fa95671c46616ff56d6aee148458c9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7936.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06f79e27a6c59612b4b91afd00746ee545e6b12f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7936.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7937.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..582a2da65ce9f2881c3c32866b2cb0cf790f24b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7937.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7938.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32ec04a94e7f9c055190ba01eb10e013b4ba2517 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7938.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7940.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42f651bd0136890fd69c729fa42d59d63cee1983 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7940.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7941.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3e235269d644840f739ae943f7384b400d31439 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7941.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7942.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5d47c1b3e556000bee7d1c571cdb38b96197373 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7942.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7943.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d5b404b7012bc9458acb50d7060113770f6770b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7943.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7944.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62f53e7240fb164f2b93cebf41998746f1105e17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7944.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7945.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df34fed0c9f89a5038f660bdc46c1ddfb10b48c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7945.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7947.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a8980345bd6ca2a22c5175580105105a009697e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7947.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7950.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a1eee1d2e61003565b88df1902a45c23617a83d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7950.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7951.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58e9ee99aa4d59ea9e3484aae6513829af5ab3ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7951.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7952.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1077fdbaf5908080c02befefdf04b86e678fb75e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7952.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7953.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63f8451c4375911f3a6ec59cf6ffae768ffa1b36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7953.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7954.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31d43eb6c1c3228ac7f2eac6de1658f1da8a3d9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7954.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7955.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d84767ccff53801d58e7dd834158071761ae43ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7955.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7957.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7957.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0cbc22b6ed19063e1d1421cef6b64f7ef09cdf7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7957.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7958.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b09234ab7e65ff5a45f859171381c446738e1423 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7958.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7960.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c063344d1205702b41ad243f1a1737a010bd7a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7960.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7961.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c36b086eed8f49b763f277e26dce385fdfd099ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7961.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7962.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c417fd6912afa16f9c097db8c0a7869e184007c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7962.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7963.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f356310993ab90fd4801ab0856264d63553528f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7963.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7965.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69f66b2b07ff2bbd659d2b7c837a4298fddb88d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7965.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7967.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33f84ce6430fe36544e9b8d1bccfe4b9f3502729 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7967.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7968.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33b719d20e552b4ffe43e595f0a94cb8ccba2c9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7968.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7969.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b635f087af4053152cc5b838036c57646e9ad50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7969.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7970.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08663985e1a410a7847852356c626f4f51b77173 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7970.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7972.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c8f8c8a3c23c250c34ff238314aef92cc33d26c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7972.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7973.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995986e53cfc219066060a2561ceb5d4b33544c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7973.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7974.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c269a5dbbdfe1a6cb5c0cf6b72f01831020d155 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7974.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7975.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbfea914641f5d5577e4248c51389259654f5121 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7975.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7976.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad99ca58a0a146ddbfccaeb7532925537a25cc4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7976.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7978.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03e6cc7cb134cf86cc97f7c66127dc4a4ec287c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7978.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7979.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..349faeabb0064fc646f6e8ff60d5b4aea714cf8a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7980.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50955bda01c1fe1f82fdeab4cda9d3eac7c4bc9d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7980.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7981.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089df159cbb804483dc324328a81a1d5c8da7cc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7981.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7982.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..655bf234159daa01a02802b63782e29d33c518dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7982.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7983.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ab80f57449f37e219cf5b0418e38fac8812f431 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7983.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7984.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d98069777df6931579b451ac80fe849c9b76bd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7985.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4965ba3a7dca32e80084c560d30d559569f35eef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7985.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7986.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41eeab5ecd753382bb7fef542063acd6b097bae8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7986.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7988.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bcf84210404ddbd9906f268a6487051a22bc710 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7988.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7990.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2e83a3c349a5c480d1c39fb3e9f03d42e4dbdce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7990.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7991.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70704b6c52f2d84b64e35216faf53fab1fcb9b32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7991.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7994.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1631a2f8579cbc20b7fcce572dba86d37f71d6d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7994.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7995.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee6a209804182399bf440a1f9f0fcf3df8bcfb7b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7995.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7996.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4d2e1c41ada7718ceaf91686a06b2edbe58ea05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7996.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7997.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4577b4378a7fd0da9fa79cdf26d31d6aadee1402 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7997.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_7998.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_7998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31aea1ee1616cde846ad9eeb60a4498bf9014df4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_7998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8000.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e7ec9e3d9b96312766eef326a1f6fe6da4e8ab0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8000.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8002.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c9b5ecc48c2fd4ee9df790b77188b274958628d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8002.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8003.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..471fd475e68e6ece5e417d5f4bc3e5eee4ea3734 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8003.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8005.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..692c7d9cc8d67d9e8ea9868b2b07f474c3b68801 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8005.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8007.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c519c9464c4ea734ec4ea9c9756e1cc85210b875 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8007.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8008.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c6977c070d9a4f32af86fa59c75d90c15e99a13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8008.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8009.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8009.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36694a1c08123cb51b8c4aea7ca4d0fc49b17eb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8009.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8011.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..568e5f8e9f42361128f941565f04f8096ff4f71c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8011.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8012.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb2929392429227c0ab47d7c8fd4a3063a44adbf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8012.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8013.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a9c017c31de2b06c89b0f09b9158a337ca43228 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8013.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8016.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5da9dfe3d1868eae8f69790107b70f8ff1863325 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8017.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..989169a552b7ba81b6ccd0af624f093e350d58ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8017.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8019.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..177f9cb1c752f7e3485243c8f53b4c92638ac172 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8019.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8020.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5eb1f60561bce06c8019e7c3d8d45cbadd39006 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8020.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8021.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bafc1758f704bd1ec08e963e34fb2b01ab27ab1a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8021.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8023.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5544630bfd0950c19605613d105ff1d4c16c129c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8023.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8024.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..390bbb1e0a48255f5c9fc020404c68ed3f8ec8e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8024.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8026.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a57f1edf776be80d009e0a5b6179857b657694ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8026.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8027.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f119fdb335c63cca515fb8ce0cd896308c42562a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8027.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8028.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de179b5c41806e512ab11403600e8591e50df635 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8028.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8030.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..241b8f2780ccc975ee97aaf04a3925eb3aba8c4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8030.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8031.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f109bc1c71fe250ff257844e315c54243b1184 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8034.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fa06c2dba6556a803531c51cfaef419269ef28f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8034.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8035.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..148f6860fdc5bde06c2e08e8add33a7387fac015 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8035.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8036.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5915718d2e18442bb6098faaf7dadd55426904a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8036.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8037.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba42e5710cc5ade20b7c008e2002f6a7de0ea3c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8037.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8038.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b5c7d4c9a930e0fc8a5aeab3df9d490478e249d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8038.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8039.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..121a2c961fd7ad730cd993956a8beb22d6d80b61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8039.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8043.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f45a2e2f314c44f84ba47dd358da73ebef194380 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8043.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8044.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c835763066b284dc592708164e46f9706f1ce727 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8044.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8045.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59232af967c11b111d0ab09f225c25d8424be2bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8045.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8046.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47b5445d2e4514f495222b44da034d88603865ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8046.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8050.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65f1cff79e800936a32e0568847d57d4edb9c3f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8050.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8051.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5ea5f75412695936f707e6c4eb6a72316b8dd29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8051.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8053.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82775075ae2c8bc82f171735557338506f640081 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8053.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8054.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6b9603d8b81761f7cee366f18313da31246bc5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8054.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8055.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdf9cab3877ac962baa76f51035b45d0d634a76f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8055.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8056.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f80531c19b60288d1d3efc00e31af221dfe6d97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8056.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8057.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdcf3d1c512d97cad761bcb086ee9d7852f81e88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8057.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8058.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdb89ff8158478464bbe527232049b06d35ef98e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8059.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..752e83cd1ae1a2a74dd064fc9a47f0fb6d769c49 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8059.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8061.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94b0de0245250ef25431d0309ec539cdd70a9034 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8061.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8064.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec4a4faf870b535643d3a4b7ef81e48abcf51524 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8064.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8065.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35bf6c6557c152b8f247226bf0bc8c29293130e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8065.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8066.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..273e3304b4799798cada29af291a3a69e8984dc6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8066.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8068.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12fd76d9e20f314fa67603d12fda0997f60178f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8068.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8069.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79644534aea0015f2ca7e4ed6627e468e492df95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8069.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8071.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fe8426b67c27cd6927a6a816b1d6a669f5a5766 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8071.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8075.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0d0cc0a6f43698e955ae03c7918dd5001ed89e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8075.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8076.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adca1f0f4a38b6cc408b99b3b1f97c222e25010b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8076.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8077.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d5a627c5a3f56769c61bf2c0f1fa8e9cd9a5ba3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8077.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8078.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da85bdeeb725e58870fccbb7e70b9af26dea9df9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8078.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8079.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8e030237cd14ec5c396b1939c89f7a970123df7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8079.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8080.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f1f08e9b5fdbaeed0f14594febef57c0748695f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8080.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8081.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75c4f4f326083e402fc1a1464d5c0dd6a90ffccc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8081.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8082.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb734bcd7b9946a397c86a33f84b39ca7f4388a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8082.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8083.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e969bc80838e73f19b97275d88cbd4cfc1c36e0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8084.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c182014b9c74c1354242d9b8fbe5abf312639d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8084.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8086.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d20ff89fb824d2939e4c8436d84132f435a82864 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8086.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8087.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55141907d659c9c5c9c721521ced45b8852e0fcc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8087.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8089.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8089.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0a22d6bc67e6b38a530c8a8865a72c7368baa88 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8089.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8090.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39f4291dde9591a92f8a80a54eea4d8d508c56db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8090.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8091.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..884da04d12fbf206cb9f0e2458114f480bcef228 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8091.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8092.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75b1c8cbf721d49878cdcfc11df9c44984f91347 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8092.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8093.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9182b7916489ad5d1f5c6e8484e7a847089c638e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8094.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24242c20b92517205e014600bfd2da9d03c711cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8094.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8096.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cdf9594284ea6b8281a4f33db17b21705efc6b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8096.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8098.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f0ceca8e7506ec2cd378d838b7159cb7548245a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8098.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8099.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6689e9cb69b00f7873fdaf620fecf54ea5f86d9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8099.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8100.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3c842dd10aaeb7ae756aad7236a2916b2d54fa1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8100.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8101.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12e6d212b6699616e0b1cffe36e3ce71ba985b98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8101.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8102.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..342ad233df7180b01465e0e11cfe1113e2889060 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8102.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8103.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c975a28ba74d67d4d07961e04053ed4062c84630 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8103.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8104.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef0171ec43863a30bffd1901a53e2afba6a5d07d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8106.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d92713f1e4985c06a19f0dd0908106e04b1ab829 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8106.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8108.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..246cee143ed59d5ae40fe0454c6ed2e2a149c142 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8109.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9d77c417a3d8e289f2a0a50cd6baf03211ffda0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8110.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c8a2185ccf77ef1772e25951122640b2855a95a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8110.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8111.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33da510824a867939ca9f508024f9909d4e357b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8111.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8113.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ad88d61a4af279f0d873d2976a74df411ae4148 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8113.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8115.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b658c9a96bde5bf54aa89981ee11ecddfeaa236c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8115.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8116.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12006ef247bbe5a2bf5b2b59a3ef203c3a5a41ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8116.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8117.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9715f902c0ed42866ce50778e63c3ecc192cc1e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8117.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8119.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c6637fd976b7c8fce8a775f7d7bfd1e81e8652 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8119.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8120.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9bf47eea9729e1384c3d8ed8ee68c68c1b1c94f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8121.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed2ef8bf0a0c2d4a44a7e76b4514d4a5e3ef2e5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8121.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8122.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0939d4b71dfb2229efcf5970eec1975e4aa9875 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8122.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8123.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c5487c9e71974c84c3544614cd8e0a6a16cbb81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8123.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8124.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e275e76861e7b6b87428cd26dfc3388adb07c44b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8124.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8126.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e00c058e02169cf910f2164927f9c8d01aa335 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8126.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8127.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf2d71518324a6ddb848795b12c46681d208ca23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8127.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8129.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af4d6170f0775c23c7c3bf39cff724b8af856c1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8130.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67869cddfd6cb333f033634f50a6c6eca5b247ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8131.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc02a3eb0fcb5cf36066366f437624d1d86bb8ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8131.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8132.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb42d95331be80e8fd512fd83ad2877bf0ffe4ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8132.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8133.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4da0811d28732870a8c2bfc9b0cebfc999c08408 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8133.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8134.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbec32105af92520ee8ad964ca033a2ea1f87f2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8135.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74eca53e1156a2288b3a2d4e2790eae582801a89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8135.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8136.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50eeb9838df64cb7285658c669c1c036abfbe565 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8136.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8137.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d0a49dcc206c85a9e6b76188afe1a933f5d8992 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8137.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8138.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250a9e139c432cb0c8b2d9dc83f4c4c2e9667a76 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8138.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8140.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae017d77fe23b9988e6bb17455e17e446fa474a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8140.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8141.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b73d845d660055fbcff09cbd4d6542838d76e75 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8141.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8142.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7118c754a4aa7554968da59d9cde02cabf8bdd81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8143.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ffc955171920dc81444380b1fa2b580625b3f78 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8143.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8144.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..967d3be1556d97045c3a4a212b6a6236c5eeb43f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8144.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8146.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4700d0ced3f2f1b2ac6caba6cf3587e630b055a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8146.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8147.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79d8c0ce9defdd9a81a0bd9b6881c7bc0a3585c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8147.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8148.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fec483252824eff076d802ad4f5c5e216e4a5ea9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8149.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e51fb19d55d48f13e203a704c946ac503073ca71 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8150.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..601de06f0cda8c213366b77efa1b40a01c855cb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8150.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8155.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44da67003559723a3cd6c08db508927e87e174f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8155.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8157.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abb073df02de20804fc752bb5599c191637eab93 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8158.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62e8b77822b488ab5f99d26d575bd8820d17b715 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8158.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8159.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35be1faf911a9fd16677e24b7d01086b4a008697 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8159.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8160.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cc4e52f0c5c86f3693b4393ca136dc2bb90f1c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8160.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8161.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c456a3ced89be34d3d73689ac89e1416952ae582 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8161.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8162.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d60e1a567ff89cda533872cd39fd49049f502873 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8162.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8163.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da037856cc5a2e2bfd6fa539c67e68d9fde72102 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8163.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8164.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..691b87482311586f2a90ba34af84d4400f486bd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8164.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8165.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fbb763e273d569a0eb609c7cd1ef18cd3b067a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8165.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8170.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47b27aad1270ff0680e79ebd8b1c6057405506ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8172.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7813d2f397f99e6356b7975172cf081dcf35b3d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8172.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8173.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd091d1f479b81d6ea13aa7c98670f9ddd1f9020 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8174.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f027ca6ef11f06b34587c81fa399d0bc7e9093b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8175.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80f65774911b55b272430282495caefa0366ed47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8176.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f499c35d49a2f82c1a372aa1a1b5f302bbbfc62 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8176.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8177.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5a09674a73bfa0f591c93ce3061645b885b9664 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8179.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afa219dc2f95bae2796b20ef41cbf2e3ee0d2cc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8179.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8180.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93b863275cc1d9fbc2cec2e6fa4ac06a8547a7d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8180.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8182.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8dcb702ea7654c74c5465ac171d5098ba52137e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8182.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8183.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ca4ed29c5bb9681ee42d97a8c61b795f86e3a9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8183.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8184.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1d5e8d6c9cd8dbe0f5bfe0af90e68468e6311d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8184.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8185.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee67400db0e06796fea4e7dbe99a7fcebea8a673 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8185.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8186.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59c22160e43edcc5e57f8c7baa70b0a9b5ac73a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8186.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8188.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46726ed975b663bff5fbe3d3c3a4a017e49f6117 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8188.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8189.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25c162ceda269b7d6b2d6fb4276dc6eafcfb3345 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8189.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8191.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470666902b0633c18a33acc2ea0311fe92aadea9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8192.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3640dde3dd3cab0984397574ce2ef95cbe288900 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8192.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8193.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10e877de473da56cffbac1e0a0af180035ae05fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8194.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ad88aee45a9e3dfb9c4d137cdfb01717e1d44dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8194.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8195.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5bfffb3fb280803977f1e92bbd6ca5c5d652283 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8195.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8196.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e137bdd31adf0156b8edf5881f3e15916b5af106 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8197.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25e2a6a778d9e62d70b81482fe19b93018a624c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8197.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8199.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b0c00e7c19242e648ffa4d8d7072a245cd97096 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8199.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8200.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fd9c7455274c7746a1c8d5b74aa9979d419c848 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8201.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b02ee0da4a7eb73aa587fccfd31230350bc4d62d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8201.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8202.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d30860769fd6d8a7d471ae1ed4f22988af02946 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8203.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eced0e01a46462aee3698d1311905e9aeec4d3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8203.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8205.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4641f5719244b2e8b319813accd0a5d10d719e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8205.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8207.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a6ed6869c75c983f173044ae5fec325dbfa6682 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8207.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8210.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5329ea25712d8bc255e1cb15a2b28c66955c470f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8210.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8214.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c5fec1125f5d3693f2b8010aa3a1ce244ced2c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8215.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e01ff96d89e4646c64597370d921361c9d2bc544 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8215.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8216.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12f7219a5cef672f610f850893cdca2198f3a6de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8218.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df465da735255c25de45a5d85a640d2b29f3a51f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8218.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8219.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10c0bd54e63c55528ee14229ca9b6d7253d4a9ee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8220.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e291ffba2a5d213e37ffb456dd554e30db53ad03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8220.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8222.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c02033f692da021d90e974146790bf9047aff6c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8222.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8223.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7331ed415ca921d1e002ca28082f28c3a232ad82 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8223.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8224.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4809794f29d12afdc06a7eb233328ea439c89154 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8224.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8226.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ee0f00ff54410b244a916ed6db8d2fcee263e69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8228.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff47e56d7a8e20408bd3ce7645709d98ef3fd97d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8228.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8230.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ce8e7aed3a523ef9351257af624b425bb220617 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8230.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8231.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e424dbcbcd5f30c49f3e7c44621b6e38f0eec5b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8232.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8232.jpg new file mode 100644 index 0000000000000000000000000000000000000000..029cc88e79e5d9ca80965bb2f300ecbd211b0c7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8232.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8233.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f81a723b5c8044371c77ffbdd9f75e95caa9693f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8233.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8234.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ad2b2dde519e96ad3ca1996e1b94d42ffaecd30 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8237.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e310ffdfcdb3d540797032a6b0f2b9041ed4c4e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8237.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8239.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97546c7d6594e6e081791a12069ccfe6ccf1a2ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8239.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8241.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e354b447d36c10e4a9a9f40b5402ff4ab333c302 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8241.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8242.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b88420d9d7f6540ba59d294c49e78f4eb5f3b96 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8242.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8244.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9100cdedfe9544b508747b73765ca1181bd2a511 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8244.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8245.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dc87e9b46be6d978ed92d842c7e0477ba23ad53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8245.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8246.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed1cb8d9c6705897f036145b2814fa825b3a9ec5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8246.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8248.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abb711d8136827266b36bb5d7c4607636c9ca894 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8248.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8249.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f89827eac141ec76a49341519ad1e63702f78503 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8249.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8250.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..749a69633afa0357750a58f6012c8ed641f1624e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8251.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6542547d9ba2f61c5461b0c70df8ae2f37ae2014 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8252.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6f0db01f6b1abe42e51fec67786f1f56bbc5944 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8252.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8254.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52b2c216f58a3da82f87a4688c1e72bd96363984 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8256.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bae4347192df31b596a5200c7f6e3abcb1b85b87 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8257.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4e7fc50e56a295ad96bc4279899d304ee7dd5a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8257.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8258.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78411a60e069829d982fec78bca2bb0bdd396a3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8258.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8259.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ccb38d57e30e5ea1d895285659513eb76c4ea4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8260.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3289095692df39e940b4df473c0f927809d75683 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8260.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8261.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d100924222659fb92de5b55f4bb916be5757e47c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8261.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8264.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..239ba85032b17a8b298286eb2fe554806a560232 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8264.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8265.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7b42a2d08477ea1d684f92be6e0cb0716b3ef38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8265.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8266.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61ac75881bd1d59463a44feba9b134879b413749 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8268.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..400e22c5e3ce9e2004b060a4b8502f9c905f3d18 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8268.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8269.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cde9c25ef70333f588271f5ca2616f826be26be3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8269.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8270.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe7850b548173cdd44c469d0456a47113f37b4f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8270.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8271.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20cbdbc8522394dee39d1a09b427c19cf8e949e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8271.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8273.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8273.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00b4ca334c8ad4dc0490f727dc4e9bbe25c6423e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8273.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8274.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8199bcb523117372b2f0ec6078b01bf098d807d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8274.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8275.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d59ff3e872d898595a4505f582353e4ec71e13c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8275.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8277.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..404e90822db904a2e4368c10a5e09b3e35d4db31 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8277.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8278.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57177036f6ae6e42427a972f3b1296258f77b18f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8278.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8279.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8556501c2b7547d775ee0e5bd349c6c56bc75a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8279.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8280.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f4ef3b990afe196bc54eec4e88db76293667a39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8280.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8281.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71f19a1011d74b4168fe2a875f8af27b4b89a069 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8281.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8282.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..526bb1e9328d7ff49af3434bb6ac33dc2afeabce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8282.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8283.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c969bd2d325dc53796ed7f7703fab73e16fb41b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8283.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8284.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..778a6348bf8b3b18ef5a8b7118b7b2b5fa414526 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8285.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f78fa1e5762770b62335523cb3ea3efb44ab04cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8285.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8287.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..855c695c5b85abc9b62060b238a3b7543182699c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8287.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8288.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12c2f997c4e0a8bb84ff01aec865240855803b34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8288.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8289.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..135bba1683d2910232046f581ce5d5b223bec61d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8289.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8290.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5572a24af7b448eab0daabe69e844043dab1300 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8290.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8291.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22793df3869b0221f318b8b9a824afb60ad5e398 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8291.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8292.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..faf6ec89f8ff60b6b0137a4dcc21764d3b4453d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8292.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8293.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dcf131b79c671a4d053120c0183bbf63b7d5d78 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8293.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8295.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb00365a83c0cf19ffeb37af724c9e1fe5fff3ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8296.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fc4f71f42d053414286d7c1bcb23fd6fbd343d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8298.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6756fe33f46ae5fe66a2c8bbdd0bac3b3eef6279 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8298.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8299.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b74d9f36abdeaf3c64b5df43db6cc51ab8fa90cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8299.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8300.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..669a526415048f67a0141bb4e0052cc240e91e1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8300.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8301.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a087596c3da27ae03aa50347e84984589e8a4fda Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8301.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8302.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6452a289937bcc28fd214174801cd227c4e38d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8302.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8304.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95edf2457e516e31b8772236caa02b228301ef1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8304.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8305.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bb59c4da022023907182b0c9e7a75735d8e8296 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8305.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8306.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69b9a8b4e52768bca8afdeb8a59cdf301ec97bb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8306.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8308.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c15f2331f62849a9ab842bd39eb9394f41d481f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8308.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8309.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04221d3628f4347c3f77ad7d70d803760894506d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8309.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8310.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf60a5ecb64ab1db3d54e8a7f6003b73517efe3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8311.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df89771dfed30ff75cbe004386b112aa3026186d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8312.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bd8e0e132cf618923c42904713a8ea765624b48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8312.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8314.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c76fda29554d576420ec2fe54eb96bd1926789a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8314.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8315.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dce9ba0d7b827cf55a2d2a05d668b25070c075b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8315.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8316.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7eb749cd5d987db4c0e7c502bafd4f8afedf2387 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8316.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8317.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b2c6f90e24870ad3f3efdb54f448e6fd00de280 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8317.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8318.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a419997c79f17a1661c2defe26d6d48f336e8588 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8318.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8320.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad51c215cc779bb863524f8714176429d3ce0992 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8320.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8321.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55515c1cf152be467d9f3647b9c6440638973914 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8321.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8322.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca0281f5107d4646daa9b2e7c68dac03a4841fd6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8322.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8324.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d0d02d4c65dc8ac415df59ec6897d48b0fee25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8324.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8325.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc174c0c5982e125440da12807c42628367ca30b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8325.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8328.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de8e04756905e0a48c2bcacba2200e7d7c511dcb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8328.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8329.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0528a720583e6729c70714146ec8f0ef3e853f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8330.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f051c88a395a799e12953060e145404e282b206f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8330.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8331.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99a3d26ae8d96567806492a28b14a2df28e0b95e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8332.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d4390133be43864123816635424245468518025 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8332.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8333.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bd56d09b25d62b6f2a735a0f106a667e0367032 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8333.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8334.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f4dbc593d0e9354bb595af818a13dcc3a3a06d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8334.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8335.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb294904c1278a887c8dbbc9bd4a491f59f786f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8336.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39c58f87fc7ad4664a80e22b7a04031f23707afa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8336.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8337.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b486548481f1babcf6e6d257b078f807dee2b5a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8337.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8338.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..083585809687f3a890dfff5c3f46886218e2cc66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8338.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8339.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18cddd7c5ebbfd834433c12b420e7b0625600a7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8339.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8340.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d6fcfb54f314cf14882138f104969f61f5b911a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8341.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e375001706b79de7c90d76a27b8703a7c726a647 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8341.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8343.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8258eb1167328aa7a35cae61eb191191f6a05fc8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8343.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8344.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d73c9e712fd1f27c397a789203965b34bf9b999e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8345.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a7375a89b492c328d90fde494f1b4c4d10cb5e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8345.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8346.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c44f83bc9088179da81de151551d7adcf4e45cc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8346.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8347.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01d50ce7b730cb400b1bff847d4931f00a591cfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8347.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8348.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21e058b07356b66e1c60ede1d8e430ce13b6ad67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8348.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8350.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86802fea9fac24fc63f1df6390b78d4353b08cd5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8350.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8351.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec0e0c1ddf87a69fcddde91a30b41be0f8eb797f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8351.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8354.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..393240d659b82566c131cea54cb6f53cef0a09cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8354.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8355.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38a054fa5d25a9d3446148527c581cd77cb516c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8356.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..401aae99a6161cb82d214b127094fe74832d8f26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8356.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8357.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f7342e9971981fcfad582387c5bc283e1ae0745 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8358.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f90a88d73aa0af26aacc7a00e20bccd015092fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8358.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8359.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b694d20d8f156e14e87ea034b589f59887eef9ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8359.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8360.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fd4113166f9419e45b7b6d75b950b33eff525fb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8360.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8361.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7f5a32529c38383d0398c9552f0040d987cc0b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8361.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8362.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..299a3db531d272c47d472dc33de6e33f7a93f135 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8363.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc775af3f44b6cc8a9bb047ab246fec018628b69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8364.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbd16e92f4a8ceec2b6d478adeaa2a16afff5c89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8364.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8366.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1543c0e595575f7a3d733f8cbf8a652f5ff44591 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8366.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8368.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4949588511db5bb22aca4dfde66f4962e7249898 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8368.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8369.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cc8695ffb274b08504a9f00191ef48fef516791 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8369.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8370.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5df7e77115e40247237869575ad2fd359aa77f00 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8370.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8371.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a05301a234342bc0bf3fff3e39114e970c398411 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8371.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8372.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23e0a64b642203aa1c49df178ad2fda2726edfc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8372.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8373.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7392edfdf62efa2935a9939629f36cdcfa28e1fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8373.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8375.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995e4c7ba5d40446deef01065df7f39c0bb6f773 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8375.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8378.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac68173c0e9e827b4db9cae2f139a149dce27d7f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8378.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8379.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69821f7590fdd6a2bc531a6428ccc09c74ab615f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8379.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8380.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6023f57ac85fdadaf1bdd465fcfa8c71d4816392 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8381.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f1002ee166c07bc2c7cf9b25951fbeed23976e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8381.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8384.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fde8cbc5fbf6641f6df5924e730b6ffd8d0fbf9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8384.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8385.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1391552efdff7abbf7434d561f3d58b188c1c4d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8386.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89af7ca0af082fb67aa025e975cd77d8c4a3c128 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8386.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8388.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c05a0de15067a00226975d16b612687ee75ca2e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8389.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27fd1e1911dfa86607c87656c2c4c8978314f89b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8391.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7793e99d13f973849de3aea61344df9676bf65be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8391.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8393.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f03f76dac7cb7d31148b632b477486a97d68cd55 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8393.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8395.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..819a0bd489440593997d97fd2b198864cebf20d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8395.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8397.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5e556bc3dcb45a41b4bf2186680f2707604ed06 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8397.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8398.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0d5412b1a892ec11966e4ebbd351501ce97e940 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8398.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8399.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50e694b3aa67b86f4f0d4618bd0226555711200e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8399.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8400.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5ffc81f0c4e052dbd80936657a7c951d0310605 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8400.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8401.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..984d78fb1a2a76b47c277b17cc00a2c4b563b310 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8401.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8403.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36034690dffa7aa0bc53ff3b3ffa65cffffaedfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8403.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8404.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97598bc78a79e094918370665bb9166658bd5902 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8405.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd8cb3e60be47c07734e285f756aa67fef0e6d3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8407.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..788da19a19501c9413d900ef9d4c3d86b99f20fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8407.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8408.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4119e3f68594c5acac1091f7eff15479ede6527 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8408.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8409.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c12dd4fa9ee214111996378e596145101f1a5673 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8409.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8410.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddae237c961ca033fa718c09a5f4f40204cd29d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8410.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8413.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5716d111ecb6e09b04b5a95e86cf72a1b319a6e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8413.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8414.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ecf894122db0a44d590a1be643aa81217b26a50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8414.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8415.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40da408771c2360cb2013e4f42b23b3179edd8ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8415.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8416.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88573eab86f00d5ee25a7aeed399538e5d4d70c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8416.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8417.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..051de1ea9d0dc50fa2ecdc40f8c33ff47b247394 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8417.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8418.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa96b7134fcbcfe74b358fe41f5c0d7d02235846 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8418.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8421.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bd41fc3576268193257b9f646e41248f35b5837 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8421.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8422.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e892b6d0993b9104757ae9b7a5f34b5f4f024e91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8422.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8423.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9174ad460dda34e6e5054ac1623f6baf65483ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8423.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8424.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..311f294e9602ca712ebbd74bd60b8c67fb4ce1cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8424.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8425.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c097abdd69cc9c817d981b913321eb1b7671e14c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8426.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8426.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6fb7b0439e1d68cf053abc3555391a7b56d85543 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8426.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8427.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ce91a83b7ac22e33d851f79179e7aa8377ec8b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8428.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b922038e673eb020a8f288464a377333a571df53 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8428.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8429.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07ccbd2048a467df89d7657aab43624395304ad2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8430.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e61d5adf344420d9cdfb391fd0bfa816f205a239 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8431.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57717cf8618e8df0192c0c400de51b6d3a37d362 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8431.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8432.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ad40dc2dc358f884dbc8b7240bce31680fd6193 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8432.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8433.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce68df1f3db00c3123b06296158336121c611d09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8434.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e594edbef7d5bec279bb5193eaaac7c4e32d283d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8434.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8435.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93c01f0989beff129c78109e7845dd14ecb89c94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8436.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6007dc4331f7a1804cb8ed6952cf701fbd3bc0da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8436.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8437.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73bea4feea4c2f106a62b4408a8d5ee6b1594aea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8438.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc6d908e21300ed9ca8ed1662ad938c8b193331 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8438.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8439.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..004a0731323a446165e9ea4965aaa925aaf5c7d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8439.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8442.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4bafb37916e5246209f234e0babaf5fd0ec2a57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8443.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..994ce957189fd78fdf21759c335ac1f7a42f5ab5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8443.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8445.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89331dc4f21b42d670d051ca398b05c0b751f58e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8447.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee6f7a3a38c5767eabe2dce6a51ce110963e6fb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8447.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8448.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca97b6ffc722a9e5d7037855d1a1d3d22a26d65e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8448.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8450.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c576eaf1867e460c3eeb4e8ac7953e180a70d2cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8451.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..052cc0a5cae9102f512e972c6e0fb65ba5c45e3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8451.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8454.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac75a094a1736adc94d96593117fa52e85de2ef5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8454.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8455.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ee80a640d5eabcc84b786f16ecb63663875616a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8456.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b06dfd44afeb0a32f406b61afd932b5b13f25f5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8456.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8457.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..917f159c6ff80f4e48be3b9cff79bb14f081b705 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8457.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8459.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e812461faf04dfdd528c262be4fc53f921c52115 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8459.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8460.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a9dd6cb808603087b77fa39f142d235b1ce32e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8460.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8461.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fde707511cbd6bec6bcff401e7545233bb5888a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8461.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8462.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..047bcf67cfe237bf1459c54099293fd863425500 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8463.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c2ca917ddefe07bde9e9179834b3976cb715622 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8463.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8464.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ece00c0d71005a585f559773a30a9e601f3ad08 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8464.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8467.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9ef9e7d071aeca8691813f9ca0f529842f0dd46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8467.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8468.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13e47096e055ac87d6d33d8bbca1644203bce2e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8468.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8472.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fdc42759238e5d6ba6eef68f064b7ba41822ff7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8473.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..636d8364ce22c393ae118d182f27981a7dba38b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8473.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8475.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..491511c86db699d743219491fb35b059d109b106 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8475.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8476.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a25a142b949587b9cd71bf36ff26628f76d21b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8476.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8478.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af2f1bac0c1100405da1e14f759ca451b06b7b43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8478.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8479.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aee23fdd647619d537d7a5de239911cc7a78d2ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8479.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8480.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd45de838c4e7330787f6670d3b5d2aac765027c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8480.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8481.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d8595112b1de07a230c77ed8b9c7c9853e77a32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8481.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8482.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db13a9d88da2bc87d42413b0cd60f91cf595cb0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8482.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8483.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02ae015e13a82e2c5d967e6e206d9d844941935e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8483.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8484.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b0b11410413424485eaaf7efa94882573ba5dab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8484.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8485.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f9198b430afc1953163d886f1bddbf2f81f705c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8485.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8486.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34e5c0b4277e2c9dee1403a12d08e61e63bb99e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8488.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4485184112feab0116c899425489d2243118f624 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8489.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c64cd2d5c1841101f5e3aab063c5e69f3326dde5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8490.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eb6d668e614038d8df256b2f4d910a89148c67f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8490.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8491.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b0f9f11fdef07d4ad0a58a8c6ce04322912411e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8491.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8492.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6955301f34c862a62ac58806ea432023c1b4e2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8492.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8493.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db39dd357386aad59dabca8cff21f5012b04b4ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8493.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8494.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8b26ea0000da821fc3a0951928abe615b2df7aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8494.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8495.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3819da233bad306496b1a1ed7647150473a203b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8495.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8496.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ac0e8f80eb0eed7baf015af0aef59d135d3bc9e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8496.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8498.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3df8f1e037dbd71701637f71123b0029e6f4e04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8500.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44ff85b8d791df727d655d5aa6e14010b2b4a59d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8500.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8501.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc73ea628a868487230433b804be1715fb2b9e54 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8501.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8503.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d5b42154d64d3c4f8f002f4f81a9619aa632755 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8503.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8504.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26d6b9ae94d92bbb91e4f993437094f6eacb0252 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8504.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8505.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8097f3a26ab6ef191c0d8a36ab60db68d03bbfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8505.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8511.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..620ff4834f6715bee6a90e9ba1103fdb19fcf092 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8511.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8512.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0953eec3cd2cc35fa7565110525d1fde6615f1d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8512.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8513.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25c8a25487f91d6ec21485209ef3d361408e3131 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8513.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8514.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11d8a635c69de172cbaaaccbb0c18e9deb6733ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8514.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8515.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ab6be3eaaab4a54a5b5aba6b95e71161ee7c9f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8515.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8516.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..856a3f658f7f803a2f25410f6b6fe687d34a0744 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8517.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a76d2b214be7f5500722fc9116087caa712a1fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8518.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..112f9162d44cb13d7c664c0e5a9acdf8efa38174 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8518.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8519.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1813898ae00c1e0c665cf0c8ade116fd642f3293 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8520.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c853aa345e5a2d03085f8dccb5d85a53cb478a4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8520.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8521.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f62e9518b9dddf02e799fae19c53fddc2c16fba9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8521.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8522.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bc1a2d0eb0e602e91e3f29b308cef18637bac20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8522.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8523.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3075ce01986844f07ad509b473cf2827974a6c84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8523.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8524.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f88901f486c858e7dc0682b4afc6724b6a383fe0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8524.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8525.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2eca8535a3edf191712b52a2931081da8b4f3ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8525.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8526.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ad8ff558a35f10ea6a0f7b19b00db46d3729c45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8526.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8527.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..521303b4883fdea977ef74ad6ea9368f517d7e40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8528.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3a674a541f7edc4daed8330bdb08f47ccc0e17e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8530.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef7b27aa895a85fdc65d47afa01829c9a2798ec0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8530.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8531.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d02e67e1763359db66b02f3008ce171233809ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8531.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8532.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d440e3f9e7563bafef10c2dc4bca189f86d220a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8532.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8534.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bd9181df1bc1c6c567963035fcaf918ad2d2ea7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8534.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8535.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..461827dea4226ddf54afa03872127615a44e88b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8535.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8537.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b7baef80ff401193ccc5e77ab2a6572cb316b47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8537.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8539.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70b3c7399e46f854a58556d8fc717c7b82e8c66e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8539.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8540.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8aa83f0a8158dbb55efec0e46ae978cebb594087 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8540.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8542.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98a38d7fe48de5666c914f00b185a5e095ed50e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8544.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f0481eacd729e8b8a59dac1f1a79df8fb3e8b3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8544.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8547.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..596c0dbb3f5b01337cf26ad6cd2ef45574a9fe7e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8548.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89ccde44bd1659b03435916ff6139149d3584517 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8548.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8549.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a2ef7f14e48f49ea6a763e5ed6de9a07a981cb7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8549.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8550.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56475e45b0a3397243795cfe8b901c66eadfde64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8551.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5943d7311ea1148a19adaf062d6d0e56577a89a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8552.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d060b00394870aa2f072eb8fadc49f67bdcad5a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8552.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8553.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7832f130192ab77cbbdbc3f3a850e631926aedff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8553.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8554.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2012b54a939e7cb6924d54a3c7f0ae29aa716f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8554.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8555.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7114e80414f09e8bebaf327841940d1cc0686ec4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8555.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8557.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3d32f29446e5f13835e8562ff3f8d2a167997ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8557.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8559.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..967c4a0e81cca6038f3a9cbe9f330f579e0ced23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8559.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8561.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..067d42cd9d5c7703226e0420a9f1859142e1ca5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8563.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc768e8405b4d16147858458930eda63076807bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8563.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8564.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4cbb5e2726f55b4e006af8ad451ed65ab5f7f4e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8564.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8565.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72cfc852c2a5d1849c5fb81527cdbf97a67adf3d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8567.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32cec22c6395a720ff2a8ec6794aba0700f91236 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8567.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8568.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa5313132d39e45b2e975fa92c3ad6a43044d399 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8568.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8570.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97b6dcf18b037e7219580bbf8603483d95de212c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8570.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8572.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..493f7e518d2c3b1cdec622ba609be40d458387ab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8572.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8574.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e38bc91bf0aee18c610fc0c62312bfb91b8acfd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8576.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec610a10e7143b391b728b5857305894668fd877 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8576.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8578.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..872442dcb997d982eb223676cc3d20982ed8e584 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8579.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3733438fcd5b2f28645518bd8ebb518938cecb34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8579.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8580.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f53412d96434391b115af9aa527f891d615bae2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8581.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c96551d10a7f3cbf461f8689145e578319f62e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8581.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8582.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f5243e7a5a645b96b3176a425fe5de055d12c79 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8583.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc5e8460971dd5cad145430e802cb609acfb0132 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8583.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8584.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aaf1cdf8270407341e2b1f5567f900460d82b6a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8585.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e305c51e124b951be268a6002f62308e077d9209 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8585.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8586.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf538dbd3ef2bbbbc8af9dfe89f18c18400fc550 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8586.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8587.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd908141163c9b913bfd75891eb9218627ccb684 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8587.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8589.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5f20fd8d5c137ca4f64a16a0fd36893ef59118a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8589.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8590.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..26419fd6755066ec81c5e19c5a7364ca5fbce6e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8590.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8592.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71840b08750b838257d74a3003e1dad5aeea1074 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8592.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8593.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..609ffa3581371f9eca7120879b13a62fe5aa1470 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8593.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8594.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2009f19ff8666923df6c1d1362ceb20904d98a7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8594.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8595.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af4136c44a788cb169ac46bf1205597cc8bef2b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8595.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8599.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6cfe0ff3ed87499613fec27449443dd97604585 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8599.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8601.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8d754dd687d3d90a6e15df39c97b2db4bafab59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8601.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8602.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..780e164d11bdf34feb12c5e1eb8f676f0b28e6af Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8605.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..086c91e19eea287169936f847d4ad4a15c56cbfe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8605.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8607.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..871c795db5bc17e169694aff33de41f123bec4dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8607.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8608.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42ca0c08fb7c7e6d345677f66b5f61587394cc4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8608.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8609.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8609.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8e6a0ffe1c7844bd71bf7ff62c9434ab0aa7200 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8609.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8611.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8611.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b4c8bf467a3fa95abc366b053cb4997486e26e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8611.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8612.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5438e1702a99f9f2c628dddb03cd8ad56ce6f567 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8612.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8613.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0080c8ff74f6d33284c085a9299dbc7a17f3fde4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8613.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8614.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8614.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fce1579fb44be058e69b81f21227c27ae9d9cfd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8614.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8617.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a2538374b7093e37838315386eaa802fb7f4073 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8617.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8618.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32bd17619aa5f75ef86a417f07e2d3ef0fb0dc04 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8618.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8619.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b8f89b080c6fbe37c7f2ab30079dd8049bc8609 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8619.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8620.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90c3fd21311fe9c20df656520fd6e2cf57dd45cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8620.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8621.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8621.jpg new file mode 100644 index 0000000000000000000000000000000000000000..063a857b69e6a642000d23ebf54db7bd14ac7bf1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8621.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8623.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1971f38f97167aa0ee46e449910fc4342f6b58e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8623.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8624.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb25f8bf778de94f74a53928dead65f3eecca636 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8624.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8626.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94f89399bcbb4023afcbc81f942ef664bafa3dde Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8626.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8627.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e71dd77091dbdd0600176123d5ca77e40369cd5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8627.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8629.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9fd049091364079474bb4f4845759aa4253ff6ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8629.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8632.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bfc94f901f7eec73520332d5ec35f1ec41e0ea9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8632.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8636.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a41340f81ff33a10b2d5ff22757a5d6521ad23d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8636.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8638.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19966717b7d6ff98ad6ae0166b293da3ca40e0d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8638.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8639.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9759d1c9bc8daa62eb87dfc17795e9da48437a14 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8639.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8640.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6095c4af9437ebac9979dfe7eb105685ccfd18de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8640.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8642.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8642.jpg new file mode 100644 index 0000000000000000000000000000000000000000..942ef734c1078a18eda2db40c94f91a3756e6ed3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8642.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8644.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9bd58101004198827589f6119daf2c3017aa285 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8644.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8645.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37b5f7bc33467bb1aff19d05e22b710ed562ed08 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8645.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8647.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf44c3ff330adc7c37cde5d3a096cade862da068 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8647.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8648.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59063d2b7d60794f5281b5d7da1b8e9b5339d41d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8648.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8649.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..934db2c51a59a749d83e1780b848038c2c97751e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8649.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8650.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4587c54c4c392c073db11274778a1a33f0696fa3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8650.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8651.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f3d376c7f5d44899cb5595b4fdaa2ada91b115e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8651.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8652.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8652.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b0805893441df828a5d2b04085b5646542eda34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8652.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8653.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59fcb3d847fb3ac8bf94b36e23bfc6271f7fafcc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8653.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8654.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a59d4e19607100b3eace31f2120e05d8fdc68673 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8654.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8655.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b04d8596e98e25fda5e7ebdaf50f488de7272997 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8655.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8657.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f8021bc64997659305bc041380abf89c69db63c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8657.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8658.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce88fda1c64aee8e5beb01a3837c82a5f592f15f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8658.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8659.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8659.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20dd84d0a937f4635afe7543b785b4b5fe842d63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8659.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8660.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6027576c5b0c334447500edb6db37469947a8d90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8660.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8661.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8805b40e8e11819398c44eff84b5e4b99c0ce8e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8661.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8662.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdfba9941e3483b58e8aeac7dcb6ea2714e46c81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8662.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8663.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0220a01171ab696fe77399a26ca4abdcf6e8f1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8663.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8664.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..375bb75a72c7d63d727696afc4b144f3556337aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8664.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8665.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8452c6ab1d09ed20fea6eb8b061c36a5745e661e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8665.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8666.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47e982b57f05b5bba9d84d4102a0872558c38a28 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8666.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8668.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8668.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd1c7697dabfc340dd5a9ce788af040b53f99c2f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8668.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8669.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..388cb081f5f1453c2870bc65965ff4235e1d984f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8669.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8671.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a8fa4ccb950c6efc88ce7fdb588822444dcadb6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8671.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8672.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6999080e61cc983e3c95085e3f20223940589235 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8672.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8673.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8673.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4962590802f23e535e1eca5dbb5658ed976b758d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8673.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8678.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..293dff959f8f2540cbaea2f4a3286b4e43b16319 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8678.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8679.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8679.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cc0c7747d8f2f4929fdad148f7feb5946b72b36 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8679.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8680.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8680.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a7876d213f0f26e255c4a7c6fe2ec3db1e03f01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8680.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8681.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01e51ccd518ab07bd7f7424cda163c009095a98d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8681.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8683.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8683.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f63f09a9348af2002c5615ef399b99ea7dc05d98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8683.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8684.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67f22d780ff996d56986d31f65eb9bf8644ce9cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8684.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8685.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4144d43cdb69a74c54393cadbdeba1461e030f3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8685.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8686.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39afcd85a52bb934cfd29524fa5a62ec044de461 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8686.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8687.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8687.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04267078cdbab5fbbd2a9f65df50a97d379f5a89 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8687.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8688.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..626f17d8e1cffc2c445dc1594e6cf8c8ba1fa241 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8688.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8690.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8690.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fd4c02bec0943094d84b2c9857748de6f2066c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8690.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8692.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8692.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa7f74ea20ea46c8871cfbb83cacc40caeb006c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8692.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8693.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c7035ba8fdbc34f4070e9205269b786f7a4b175 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8693.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8694.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c63ff6e4a9d8c4e9211b03ceb7cbf1cb7c98ef51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8694.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8695.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c103480d9d8a1e1fd5d319beb5bd39a85360a38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8695.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8696.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f04630652ddf6c332d9dc53248010efa816246d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8696.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8697.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8697.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7374f53309ebda2dfedc00323a573ca3270e4dfa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8697.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8698.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdf31743216a33482e57f1f36df1ad70aa803a3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8698.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8700.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21496d2816a40cd445638ce35c2791d26da1316e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8700.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8701.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2004ef04f932062e1108cf650c860d67efb83e83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8701.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8702.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc75b9690208e6803400921f12bc6e356bb5f779 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8702.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8703.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ab79be532d35ffa9d83ea29db14c6ab235fb7de Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8703.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8704.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb7bd9f303497c19e482cadbd749f60835248b4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8704.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8706.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..936778db0eca38f17f6192830890fed916a7bdb8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8706.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8707.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8707.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2eca06074ffb48e14d9b482b2d2b426f358d57ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8707.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8708.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..413fed9b8eb7e15fd12b14b1d10d158f4a517b37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8708.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8709.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c275ee13b1a45d51ac9ff859d0694eac93345827 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8709.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8710.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8710.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d137dd1a15cb0c876906420c53142697a1240d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8710.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8711.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4de2c525a52ddc343273ed8ddf2353172c54ab97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8711.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8712.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8712.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5068db04e2c632cef9c3980bebef1ff493c7d954 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8712.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8713.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21243043540b6195d70dc0ba71037c0dbc3eb1a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8713.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8714.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48fb2c1ff8c3743f6bfafd8ddcb74471bfa52d0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8714.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8715.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a90d7226f6e51748408b87c6f433be1d4928c86 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8715.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8716.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af3cd5e9cd5b77faa51596d32a5810a1034ceec7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8716.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8717.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8717.jpg new file mode 100644 index 0000000000000000000000000000000000000000..556d4a769095599823f61ec216021a76c1d163bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8717.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8718.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91885fbed48f855a6c165d22ed1ac57f74ce3f34 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8718.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8719.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8719.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa8397dd09f372c6b615d40db39317ee16c3036f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8719.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8720.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8720.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99599e490e57b413966272661ea9dacbbe2ac907 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8720.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8721.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..018ebf6af8717a8298ea2845dccba1dbd2c3d501 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8721.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8722.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d23ee71ec506ee421eb54393c6e9c9218fb126d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8722.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8723.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8723.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2ee47a0ced48bd7267e2260ee6b0943e4831b65 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8723.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8726.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8726.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11fbfddaf394a14feda78a68c826c16e750de4cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8726.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8728.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99a57292297dd17168d064a8d131d1fe9841be92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8728.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8729.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed3fff4149ed06f37579a4cd5c73608c80eb7d39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8729.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8730.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8730.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e9b64b2a246e96a2f1a9d30348b1902e5be7552 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8730.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8733.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..289bed3fc88cecf8ba9512db7f5d28948baa4f25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8733.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8734.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8734.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc5195a43abba0fb0b99d4419de4bb30097ed53a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8734.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8735.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abaf87c880ef197a6e9a6c30bf6dc4231783a659 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8735.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8736.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2906ed528bba93348ea216713e6656c3b411ec0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8736.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8737.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e807b08402efdc09c069b40e7c3f1b587efb0650 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8737.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8738.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fcb4cfbf910718affb69d04733cf460c6eca061 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8738.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8741.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e5b5dbe15c5c655444eaac61da9bb08631fb492 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8741.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8742.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..687f7eacb594d64f5e640d20173c9c945e4d0edd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8742.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8743.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6e047afeb200ca22773d2bac20c001f69c3d04d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8743.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8744.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8744.jpg new file mode 100644 index 0000000000000000000000000000000000000000..139efa186315b134515aeea01a35b6f7e7bb7c1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8744.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8745.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a1d4ac59dfe68060efb833f31d9d123174656dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8745.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8746.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..324d97febb6dd3fc53458fa134e0df7e3c8c080a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8746.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8747.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e3518bd5788aee64cf25982b2fa90252c7052f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8747.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8749.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cce71ca86ca5fb185f1dc6791a37153d5976fdc7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8749.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8750.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51c3555984432d041f02d4aa520a2e359e62fffe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8750.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8752.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c8017cc9f3554f8f18c1e1fa4c29946e33167d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8752.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8753.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c99e65a0ec348e61502a2cc1ea1f27d606e64397 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8753.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8756.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad59e8258eb262cf0cb158dcc0a0dc8d47c7dc1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8756.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8757.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8757.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdf536a188bc947871a87146ef79f1a3534e0bb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8757.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8759.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..552a0be97a26a7f3f1b3bb02957c4ee867332c46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8759.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8761.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..183fd7fcdb4bb411ae8ad4b01c6a03b1ef9f7de7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8761.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8763.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7fb6b5104f172ce63a5f5199859e656cc85e0f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8763.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8764.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..869b3ac80085bbee20307962d981c55023291404 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8764.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8766.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..125af9a051c6648ca85647c22708774c82a22af6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8766.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8767.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1136050bd6af88c2aa912b552e7a3713788aea9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8767.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8768.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63b2a7eaa5ece46e6fd80fcb32b1480cfce9206b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8768.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8769.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed00debcdb5cb5dd74bb06d2ea94dcefd1ed5eb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8769.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8771.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8771.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82373664e72c48df5db571f11b91589023b87a17 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8771.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8772.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ec0cbad98ca3022092956bc0498c6731402c51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8772.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8773.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c2891d4a305eb3fd9fea3c53634d58163a4f98c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8773.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8774.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2edfb2b7265d58a285dc1685ae375b5e15bf5222 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8774.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8776.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9e00d8424082e913ee6a0df8ee1a645b4ace600 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8776.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8777.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b2b8a5b585891fb65b9018140bdacb7612f1960 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8777.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8778.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8778.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed8fdbbcdd1125d699e2a82d4da0b65657cdad19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8778.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8780.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c03dc2287a241b4e7504554fbd833858ae871c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8780.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8781.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cad14b7b4cc18f56c101732d038bae1b2e008027 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8781.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8782.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a3aa03ca06b24b0a2351ae4b7b33f0b129879dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8782.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8784.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57922d0ed576d33d97afa7cdea28d198c399677b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8784.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8785.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c534a9fabfa08b3237c15c9b10d1b5c13cf4e54e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8785.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8786.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4d03a4bf9899c121925693c264923b30eba9a7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8786.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8788.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..494376abf479d3f584c2208c8c332c695e3eeb72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8788.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8789.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c3b719d12de90a397a72db4328d98e6dff39a4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8789.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8790.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f3f6680dd320ed99d57677a8ad875265c006e44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8790.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8791.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f207e04230a651453156e357620e2cb7e66a129d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8791.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8792.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8792.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75e738ab455ec6f391965e8ee167deed964a7fe0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8792.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8794.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8794.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bad263ab2aec16faa58a4c15a47a97ab903dd2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8794.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8796.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9b42a828213ae7d5b7d6b0003c6d1da0ad721e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8796.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8797.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0db1a75489e0a1a4ac2d91d741bd7634f69a4704 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8797.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8798.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8798.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bb4e1bd1d36b63519475205ec79b3aba8884392 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8798.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8799.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eff56393d9adb9dc582df95a6fbc7d49adf10a13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8799.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8800.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df80d9bdb56ab16183deae8758eb87ada08f03ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8800.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8801.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8801.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cce647ea79f529fbd7d742823805e1f56f3c817 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8801.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8802.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36ea6c1afc6fea20977e92f1cbe418d8bc1041ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8802.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8803.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36decb571a10e56620ecf2274059fea4e6021d52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8803.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8804.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a30456a101e087009ac084d901e477a65e6e7b25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8804.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8805.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3861d98c522af814b38fd3e1072fb8dabab60772 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8805.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8806.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d91ba14581005ca9fb129b69a9a9c610bf0f42d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8806.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8808.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8808.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7343f1225d349d5ff0e8239e26e1d49fe7c0f238 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8808.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8809.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8809.jpg new file mode 100644 index 0000000000000000000000000000000000000000..133b2455c0628439f2ad104d876ef33f306da54e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8809.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8810.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d872458234406ce5d18dfc38be19a36dd665db26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8810.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8811.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3eef89059d36c3de8304cfcb1ac5773b155dc9e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8811.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8812.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9d8c68a0e5671457a6c00c7fbcf572842c2d6ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8812.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8814.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..513033b29c6b28ca588f64c84cd3c199182c004b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8814.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8815.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6587cba93eaec15952a72882fe5c2e02a3eeadc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8815.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8816.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32b7b41bdea76bffb55fbde1cde4b9280733cc84 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8816.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8817.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f3dd2ed0219cdd5e7cde279eb234348aea9a212 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8817.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8818.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8818.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7349d09d9e199d68b1231b5294fcb944b921d439 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8818.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8819.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77e67695a3c64cce48ee5cc4b11b71df1a3d7992 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8819.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8820.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8820.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89f0cc9bdddb117297aa00ce0ac682275eb1d6b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8820.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8821.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0317c30f85dfa9a190d4c74861a7f03373b3cf83 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8821.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8822.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15a94fd4ea9116a2133d66150c4c4980677a22da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8822.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8824.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae51c0512ba18f931a80de65ce5538f3ffcb9e3f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8824.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8825.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8825.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdfe52a2f3b96de7f3c271011976a989c31df9ad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8825.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8827.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ae8a9c0c610f41cbc6d8d8f12bd814c58b826a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8827.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8828.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0db24a0636b5ab1d061f751339e6b17dea47aa5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8828.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8829.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0442e3cfa5476d6f14b4f646dcdad1c033e84631 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8829.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8830.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ff01a39446618a2e11edf93b66a7664f3a68a58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8830.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8832.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8832.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30cd9abf33cd416f1bc0dde4ebc17807e1623225 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8832.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8833.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94c917a02c350d11c80b5034edca2cfa6c300e4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8833.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8836.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2307ff7b212b9ae2650b1ee958cfa546b15c2483 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8836.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8837.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bf32958121b5d5215222d1e906d9defd1a65148 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8837.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8842.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aad91e9a77e7cc290154cdf0831f44f9edfc2da7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8842.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8843.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b761ba32b6b1abc9b4fcf2b6ae6ddec0c5456f95 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8843.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8844.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ec1c50ae6b0701b2f90826e9f42171fb6ca6aba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8844.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8845.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bb6ed0f3db3870aee3b46e78581060ac257f15f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8845.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8846.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8846.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5f00b41e70af3bbe0ef4f6e7f4e28e49b209c39 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8846.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8847.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0da6e0ccd8475545f74dc2b414940200eca97b0f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8847.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8849.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fd7c1c4ddd0f7cc003770c6f8f90848496d6012 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8849.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8850.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8850.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5d2f792ba981a9a41b31aa19ef513a83fef2b4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8850.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8851.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d9d0f7716df8ac13321c83466aa4ba4977d01b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8851.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8852.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95f1627e2d03024880102232e0fb9d191ba518ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8852.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8853.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8853.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c2a31866ee69ed056ffd77935cc603ee616756b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8853.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8854.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5acaabf5ca1d81e1d6304fe485aa429f0682101 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8854.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8855.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8855.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05e0d78a125456a7d14445c1e7d48d56b73971f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8855.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8856.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2aaba959255496be32f33cee8e95325ed6d315b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8856.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8857.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5f9dd2127a95745ed42f80884c6ea282e0e19bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8857.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8858.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88bec47687a97ad4906c74ad553653e8a41adb03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8858.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8859.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8859.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d92e022dd694257fe11aa3af6d4e89fdb2e1a1e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8859.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8860.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8860.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e094e14165bb560c5057c593e8ce50217adcb03c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8860.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8862.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83cd2219a7b2ad9cac55643a6c36f66d8c1e93bb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8862.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8863.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ffd62ec8e62cc0072dacf612b85b2f38ad247eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8863.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8865.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2f1cfa123927c854f3f7214a7448ad64d9b5cbc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8865.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8867.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..956ca38be2efd3ec1f9b9f6783332f043557158f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8867.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8868.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8868.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05d5824914e125bdaa62e287051ef5cc8068a61d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8868.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8869.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8492b243df80dca0fb8ac096813fad0da13ba7d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8869.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8872.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8872.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2913214ba7f7e60738d53f218780b46dc1696f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8872.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8873.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82c3bc73f2df21def483e0991342f4d84be3a991 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8873.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8876.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d35af2b9844c59158575c1f6c889a7e613c445c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8876.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8877.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55988c3bb6eddc89e129e25b0e0202f0f57dabe8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8877.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8879.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e4c074946b3b70a25d48d8e341c8013421f54113 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8879.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8880.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e00beaa8ca9accb98c9ecff287fd0e51e2b1a921 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8880.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8881.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8881.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ae69b4046815d01493e07316ff221011e1c0ca7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8881.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8882.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a10d36d5666435638c8104e63a5e8df288584ae4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8882.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8884.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6425e83553426aa2f1b03c58360db235856f7af8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8884.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8886.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c2ac3a9f145ed71dc2479f0891d134ed8d6f4d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8886.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8887.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8887.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09c5baf1c625f88d7a83f404ed5e60e8c8bf0682 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8887.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8888.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8888.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35a504ef1ea34184f61857142b7cff28880e004e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8888.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8889.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa1abc570f874ccdf1b421f982e5d5af7c7c3122 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8889.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8890.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ac1cce14b11dd4ac9388f53cd0f936bc2795433 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8890.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8891.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53a22315641a8e1c0ead5431c991d36a07e9c4c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8891.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8892.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8892.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1419437a6614c91730e4d51aeaa9120e2aa01844 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8892.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8893.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bcb559d4cc9d73b97b4868477e46f848a2516fa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8893.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8896.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b99aed93439c9104f8733405323b85a0a65d07fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8896.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8897.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8897.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7023339681878e3b29b53bceacfa58a5e4ebabab Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8897.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8898.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7747e87814255e3992e44a33cb5999133b06d33 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8898.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8899.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20b0bff8e2d911e9615cf5363b33d40826325ecf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8899.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8900.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..134d381b128e337fced43a352e94ecd026cdae7d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8900.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8902.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0eae2c55f7ac0ab1d55a643b054ea9d8e2f3d7a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8902.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8903.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29d973e787d531fa258814cb86283e8a00ca1e7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8903.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8904.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e403fde6d38e1520f9d5d6628d694a8b772b8b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8904.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8905.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..768a5a03f288f12cfc31a00d271ebbbc96577093 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8905.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8906.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b056aa895e0513fa86f0e4254f38926fcbd5913 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8906.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8907.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0bde8424db7655c8aa04891b92d5931084f8157 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8907.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8908.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..860dbc61078ae10d1a57e858f48b0f63bc16eb76 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8908.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8909.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..346a19017c263a635a9608202256319da8e5a7f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8909.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8911.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a025d538163720f2cad882cf9bb7680ebab43fdc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8911.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8912.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5340c006fe245137a968edeae8464bec5611ea16 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8912.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8913.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8913.jpg new file mode 100644 index 0000000000000000000000000000000000000000..123aefa8c0d32f67f27c7c99388ac18571f514b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8913.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8915.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8915.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf447fdd99cce6674fa1589ecc450d2ec42863a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8915.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8916.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f462f1c640d9a5a16ab05350c51dff636077a057 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8916.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8917.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8917.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b5794e8946dd0fbaa44ff80bb8eae4c1bb8ab71 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8917.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8920.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b610e5ebb87d813fa98f6847b1c774abbc3e34d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8920.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8921.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef7223d405c10f55cbf045bb86c43d071d09ce9c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8921.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8922.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60a2b051c22cd16a769efd68e0da2814b0ca404e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8922.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8923.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8923.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4464d73da309851e3692afd269e070c37c7c4b79 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8923.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8924.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..486d241c4ee4bb472b27f41a97e58703c0bc8b4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8924.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8926.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8926.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9b7c392ed02ec20b66fe2cfc601f453f9ecbac0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8926.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8927.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e02db43d14a8d5e9cb699a477fa4de24dc10032 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8927.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8929.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..487c58267d76b5df01e223b60493ff1544d7bb9d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8929.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8930.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8930.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e43a6729a8546bad3f0fde98fca77f64b8f3211d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8930.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8931.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8931.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f07913268259b577da4d6259667d2db0dca27263 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8931.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8932.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b48bd24f995e44144b66ac0c7ac89f781f62d6ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8932.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8934.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c9d24637e30f2d231ea49c8dd5f2325e42aeb46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8934.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8935.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8935.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c101e5ff3cd57de915435b6a4a614e5968dddb37 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8935.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8936.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a550570b0d4a864579b30cd3a33741d50ddad9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8936.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8938.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dd8e325cfe2718888e898ef30be642a9449363f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8938.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8940.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8940.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6403c2eed65cc5ff743b6e5296b8a2d910f6a257 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8940.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8941.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a9712e4a5882a1dfa9c39a7db00c5f320095880 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8941.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8944.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef14f64b14429794582aaf5e5a410b3e2ba8702e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8944.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8945.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c6833fdfbeed2e25a97e798dc8b4399b3bfb9c6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8945.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8946.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7302c8400923edf0d186be78b5cd2e90a4b9e14f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8946.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8950.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bbe49aa117a9d0bce5fcd0744c29701bfdd7b1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8950.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8951.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f3059ea96d14bb6b4cac9e4a6f1929f5d5db120 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8951.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8952.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f8a33a942f6c5d06da95c8fa1f72a46388aae2d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8952.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8953.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f43e95e414623afbee87d12ad125bcc8eaf65b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8953.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8954.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e421e19e825de5237cac17fb724bc465cdcebd71 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8954.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8955.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..576d4c355fb33146682a5c51c82214a6f357210a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8955.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8956.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c638a2e27bf235f0ab885cac70e0480961a6b6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8956.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8958.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e256d4bb879752d91284cfe7aeac4500595695d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8958.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8959.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97c3a5d756ba7f4376785b43f16b8b13843c9c9b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8959.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8961.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7935bee356b11aa78aebf5d10ef913fc1c07bee2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8961.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8962.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62434b256a65cb8f24941dc6c0e7d48cc4ed30cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8962.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8963.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a3765e87d210c62083c5f3d9a657ede0a0754aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8963.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8964.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8964.jpg new file mode 100644 index 0000000000000000000000000000000000000000..109a0e7e4157961cc5934ba8ec459207e272ba85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8964.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8965.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2598501dc1987f92ef428920ff34aef4d2e51ec2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8965.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8966.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f9377fe1bff6dd103270e5604888f5e9347927 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8966.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8967.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b71896c564e503c31d9935645e299f842af49e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8967.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8968.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74ea99576a4a2a1505664f2151b3fe789738fd01 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8968.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8969.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..292345a0b26d65d84551529850f6bc043d54a8b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8969.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8971.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a469099b3514f163e96a67cd41746e37096d262 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8971.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8972.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed114567ed81f64e2c4770d209d43e5ec384fc03 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8972.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8973.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8973.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c4acd6d9f6da4c501eeedc4bc93ed6b1317d704 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8973.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8974.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06d4b7318bb10667f847d9ef45474eddcd7b24c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8974.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8977.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d64e7f1c743b1b9daa6d9d84970ccdb5fefef218 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8977.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8979.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8979.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3f496fe20084f2874f527b92fdf4091deae7b05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8979.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8980.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8980.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcf53ca7c6613efe63fd11d323bf401d3eb8484b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8980.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8981.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8981.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8328b89e3602b5762932aad03e3eadcd29e094c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8981.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8983.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8983.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb80c67f4cfbb62dc74070285d929dbf3cdf9c0d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8983.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8984.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8984.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f436d3b6a171e837f5bb5baf21560aec876fecff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8984.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8985.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7077fe465d182c30fa311db83654625b8ef159cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8985.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8986.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff1862f66e1225a850716c9a90190df8898e84c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8986.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8987.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e16ad1c001e64c37ac888fc1c268f5215f42a401 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8987.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8989.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1381b3d3a8bc52dd57e12017eb1a383da538af25 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8989.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8991.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8991.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0dd482915edf1a7c69645d83106422ba15a63a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8991.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8992.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca16e5dede1fe4b80049165231616c2a3893849e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8992.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8993.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc942389ddca907cb98e884c3f34822ae2cdea7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8993.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8994.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8994.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea6700a58a8f28562415dce0f2e6bc2ef51b00e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8994.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8996.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..754671c8f3b8efb8a211ac3cfedcad687f8f71bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8996.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8997.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..157a5eeb7a237b5e1f0aa91b1990cee9652a2cd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8997.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8998.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8998.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a30426377ad8bf3eabc3b718dec3ded8731894a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8998.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_8999.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_8999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..603d199495780c061f20f96ea454a3c0366b282f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_8999.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9000.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8785b658ab34420f47fc87811db037eade7477d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9000.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9001.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9001.jpg new file mode 100644 index 0000000000000000000000000000000000000000..784956610cb611020d88b0dc757c602d30069f41 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9001.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9002.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a072d11710f1a6930009469f9599294e171e0ffc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9002.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9003.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5172ef9ff6eae48d2364534738af1fbf5d1555ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9003.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9004.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7e73e726184a53f5042333974b363db928690bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9004.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9007.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..799f947e2cba43a63ed7a1e3256a46e116fb0975 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9007.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9008.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14d143908e5dac22d94a47fa1a3640dbaef85821 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9008.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9010.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f1742f9914c1f64945745de8574a55b69479fd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9010.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9011.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..688d1a1c8c7b48786116737191594967da5274d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9011.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9012.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f9c14818dfff3f0b4d95887cb216905f19db254 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9012.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9014.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22f2a392569285c6b44c427c39c93623237de102 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9014.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9015.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afe10ca3ffba4cfc79b418335603cb816274e100 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9015.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9016.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9016.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94b3da831d2078668570a642661da6f5cbc0efe9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9016.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9017.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..491f20a3c5797ea3a1f24a641a1e8bb64cec7b1c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9017.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9018.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..954576cdc2a5b63e4926fb04751695e94c24a3b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9018.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9019.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9019.jpg new file mode 100644 index 0000000000000000000000000000000000000000..470e2fef309c7d399831d1590acb34e06cb5374a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9019.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9020.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f43c653e38855885bec4d162059e0a4406cde9bf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9020.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9021.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546d1afb94b614242ff2ccd410af95e28e11eff1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9021.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9022.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9022.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fa848ade2a1b37242dc97d89b64b9c80f3f7a43 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9022.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9023.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1265af75852258f50318094a646e902961696d85 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9023.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9024.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf4f515494593222b25abb1f3bc3454f52a9b0e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9024.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9025.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89fa1049dd8329826052eda6b3e463497db66c8d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9025.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9026.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd70fe8a941c6e744367781e1cec8088977f191f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9026.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9027.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe0baf5825eb31bd42d05c1a143fc8f40840300e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9027.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9028.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9edf43184129f4a2e5f21d816bee147cbdbfab1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9028.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9029.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f2d06c4167c083d56b91c4d0fe87d20d6318ee9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9029.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9030.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fb363acf16b1d9307e2a41dbbe537c63038d51c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9030.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9031.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9031.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d915b1062c792822a717bdd1d2cf17c5ecb89916 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9031.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9032.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b44b435fea93f2811ac666cba8c6fc80a9f422a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9032.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9033.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7331e07f8b1a60c74b754442410baad02761714c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9033.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9034.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f35e7490403de4697709eac2082510a9d7251c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9034.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9035.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..513b5e5d107401baa2fccdd21dcc0674a72c3b1c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9035.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9036.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..445036276904345360f8e9374434e1cea5cd465f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9036.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9037.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0384f936cad4c9998c549ee963397648eeed43d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9037.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9039.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46832e275a0d7824fc52313e59d6472da8a3d43f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9039.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9040.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be841be6b026a7c5dcf95bf682fb9f014f9e97e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9040.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9041.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5c119735d827280f4345008769da5247aa95c55 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9041.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9042.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e05ed5491cf3cb8e93cad1ae38dd71ef8318bfcd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9042.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9043.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67552c5d2247ab278946136c7b3ee650060a83ba Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9043.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9044.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9044.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1526540725266c3bc0c507498693d9a520461493 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9044.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9045.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86ca071095d661b332a5f9cb4921a0bdd23cd221 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9045.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9046.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10140fd9ce9606eabd9ffe7d7d3bf7a6b6a7ca22 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9046.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9047.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5746530a74164a0637e2fceea09b05b71d85a0a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9047.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9048.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22ba4f7d6859f718367858085976b6b48a48fee4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9048.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9049.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13420cc2db423058245e7c30f3188e47e185d232 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9049.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9050.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9050.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a9c20f7df6adafad3d6ad3763dec31683b243d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9050.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9051.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8d12f3266417aa2136ea33828f0fa2fa059d9a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9051.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9052.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bca1dea85624f7b132d78f1140ef013c02539513 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9052.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9054.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5572042f5c0f765544b5c5e978f510303ff065c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9054.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9055.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..337e83d4e8728519ed024c659f4b6d2d8415ed97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9055.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9056.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2559312aa8591ab150698f60c37a9ae99191605 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9056.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9057.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbefaff2a70414466d203dc49e788fd52afc6b23 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9057.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9058.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9058.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09274e362762fc77d6ed030fb400d3d367cc5f80 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9058.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9060.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13614d1fcafefea825c4fe1f443ade195163ac45 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9060.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9062.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4e19e9cd171d1e490e5b7489a075cc5ccce7a58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9062.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9063.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66b534c985d817922b197b6fbd94b18b56e92145 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9063.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9066.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9066.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8226398d15d8ec75d7238a8462e15e9516b40c5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9066.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9067.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff7951e22ecb840f79fa699b8b60a510ae92c3ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9067.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9068.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb585c59849b53b1b0788d918372f5826cdda03b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9068.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9069.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a214897220e0831a09ce8759a11631a65e8df3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9069.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9073.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e7c8820bf51305bd584f24db1a5a132c87ecc6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9073.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9074.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eac2ed4b731420f2950c7f167e98ee703ed38def Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9074.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9075.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9075.jpg new file mode 100644 index 0000000000000000000000000000000000000000..696ff598f72902045890610002411816285eb863 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9075.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9076.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9076.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb543d6ec29658996748511f66c5976d51f0014 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9076.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9077.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b8063ec9af0167a2d9f47fdd6cde035d4cb353b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9077.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9078.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68426ccb41a1d2a6e49a02c55dd0ce5412112a51 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9078.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9079.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9079.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d53bf65500b7c314113fc58fd99b0f68018a99a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9079.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9082.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adac742ec35d3bde989ae4e0c1b8338b6e4df0eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9082.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9083.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9083.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74288ce8daab49eb31efcc7aa6ff420235bdd6e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9083.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9084.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9084.jpg new file mode 100644 index 0000000000000000000000000000000000000000..738dd1d837a6ba8360051bf0d1fc90120df6e4da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9084.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9085.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa2c530f557ee9392bd77dfcc3a158953005c98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9085.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9086.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08e45dbb1daf6f1b71190bce5eb38b5c8f4eee40 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9086.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9087.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cce33b07d7b06f11781235eccad0ace08161509a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9087.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9088.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a574e869519c78f94119834b39fb1c12edf501f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9088.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9090.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18f63b5f0b2768e587a9aec7683b9408d3d2f367 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9090.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9091.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9091.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2948d979ce7f136a21c9545e176085ca1a4c94ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9091.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9093.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9093.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de3e9d2593a4b62e96c885d446e5a2c60454ce71 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9093.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9094.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e029bac83a2d76e4704bb5ef349f11136d7fd03e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9094.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9095.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cee990ffd89ba702b51c9a4a71b96b97f93ca848 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9095.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9096.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96b6622543c8018732d60fafce7a3d49f1c8ed78 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9096.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9097.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92fcaecae2fa60048194e0e185e31ebb0db548b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9097.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9098.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01fffa684d778ac26de8074b90f93239cb88f085 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9098.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9099.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42568fc8805321fe02996ae07222b3b862f35f61 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9099.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9100.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9100.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5cbf902ceba3d20d51c25d2aa2aa78ed3f39522 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9100.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9101.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66de488b3f83da39e9839b36ece23f1f463ffaad Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9101.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9103.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..444ebe706db4f58e021248ba89283c8d0b03fc2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9103.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9104.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9104.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cd6d62515abd21b7552b0c3c002d8751b102def Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9104.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9108.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0bdaa99be7b8fc7c6c1ceaa140bee376acbd329 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9108.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9109.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9109.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65f60434c197dbf91cc6d352f3f06895faeecd69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9109.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9110.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a41c424fd5a982bed439e2e86071ded27b9d3b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9110.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9111.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91c9c2ad2367837bb34826258084a21c4b2ec7b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9111.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9112.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9112.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f91a0af3f9bbd612bc30dba3bfcf1bbf659198d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9112.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9113.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c589abb683f82eda46870eb85da076f5315fe6a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9113.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9114.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca7b3780b3566fc380040eadbb014f55c54f1570 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9114.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9117.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eecedcb10c4c8bacabeb01a20dd49111d57ad7d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9117.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9118.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2f1893394c082ae59751130538d497197fb4db0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9118.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9120.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa7626850a8e9539e9a218c8891ee6536f10c03b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9120.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9124.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef8005f36303d52f18f54171b7d6d00bd60dfd66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9124.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9125.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9125.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edcbc29ed41002dfbf5ea530fc75fa90e21be565 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9125.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9126.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..995ddb102a2e29e67ca58a1156f225cf5640332b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9126.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9128.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f173e6205047323b3f9f409ae01a29340f5553d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9128.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9129.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0292f5b4ee31235fd465e15b938b714138cad608 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9129.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9130.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9130.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29ffb3f595d2fa5be0edb5be89bee208cdd0771d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9130.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9131.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15fb118c19c2de3c0c3717499769bbf7e93d4144 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9131.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9132.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19fc1c43e90c06b8d72bf6766b12962a0a96c035 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9132.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9133.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6156bc11c58a4ff018942117714e85e5f726ceec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9133.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9134.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9134.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2049aab71a3727f1837c5a96f9f0b3f196b7adc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9134.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9137.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a49d4ecdb77406f423aedaec241cc72613c9a732 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9137.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9139.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e19e26c26d82ad1d143274dd39c413bd0b3efa4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9139.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9140.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b47d5c020608ed8903a6ad8c497ba4bfb50cf48 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9140.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9141.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9141.jpg new file mode 100644 index 0000000000000000000000000000000000000000..abaac8719784fa615fd831ecd7b54614422a662e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9141.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9142.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7eeea0223fc88d7cd31d3000098b67c500c1ee5a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9142.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9143.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3b42f10806c4f3a469a66c6f4b7b495511f86dd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9143.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9144.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42b6dcdcc5eb7ed2697cbacf215c8c24b94bb847 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9144.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9147.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7a3ba007ebd77ee2a1780bfedfc9be21fd1491b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9147.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9148.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d0d390f74a92228861ebbce402b458c07005103 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9148.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9149.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9597d926629f000f556ab2af323cb5cc4632c1cc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9149.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9150.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c6fa90c7343c6ad443640221b75a9855d8b7237 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9150.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9153.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..963d39e0aea3b774e4e0bba9da11e2dffe750efe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9153.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9156.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8f002420719d8a3da56466620a5c2fd7386f279 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9156.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9157.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9157.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8fe519ec1650d53fa12b9fe260e838039de3d30 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9157.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9159.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15a0050612776580f86ab89c3d07f27a0ad70c5d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9159.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9160.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c885fa8b45832ef9e3fe8c22acc93aaa2f70605 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9160.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9161.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7437832d8a919c164788644cd8c552d3507eb007 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9161.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9163.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9163.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5574eb1ed2072a960557bcb5e6d132b693789f32 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9163.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9164.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f860046b24a5dc3b5aaa9e93d0fa1549e05fc731 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9164.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9165.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7ddd3627a4d36f62a2505ff97905d81d9977c27 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9165.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9166.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6f7c15c444b483ceb7f4f08dfd32c530a5fcb66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9166.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9167.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d543964ad7eef6082cc0c4efaee1f08ffa9b5228 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9167.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9168.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9168.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1be4d42628c61c747e0bc499b56fcf3f520dc797 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9168.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9169.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6bbafc66b44836131b78de3d1ce3dee998810d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9169.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9170.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9170.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af610bdf877b711417b44ba9923adff30aa05353 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9170.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9171.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1f91da29c0f1b47160e3cd9a3a6facf7bf39ec4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9171.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9172.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03775e525a66e7c0e8d29e3552a0e8c9df4402d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9172.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9173.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76319f0f6cbb5efe1c0a482322388683847e6a44 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9173.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9174.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9174.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc54fbd9f7b954e137bfa194c70db512bb119391 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9174.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9175.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9175.jpg new file mode 100644 index 0000000000000000000000000000000000000000..056024f6452132b42ed05287cf89b2803e02b267 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9175.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9176.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f672346a8e7a465df2775fabcbfca677429de8c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9176.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9177.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9fb6f785650cb2b2489c319384c961617bda2c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9177.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9179.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18f61410bee6ea23af05d4dedc3d194f686b4733 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9179.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9180.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae655ba1ff2984abb44c4e0b4d951f31f3a6aa91 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9180.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9181.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acc62e5cf8f369332b97eaa8aac24bd830b92358 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9181.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9182.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fa64c56864299dd67a0ab9d2ccbed4e2a2a2992 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9182.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9184.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c38c46729e22167da6cf81760390f50816bf8e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9184.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9185.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5106e0a3e4ff4b935a21afb04258042459185d90 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9185.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9186.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eda1d777d8a2b840a8cb2f78de9ba6bfb24e80da Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9186.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9188.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2faa293830b80d353181b07b294b9092a3fefb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9188.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9189.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de2cc36a0a24bc49e1ee45d4391c323faa1fa3ce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9189.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9190.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04cc88a8d15d734922889d4bf058e5d57c5981e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9190.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9191.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9191.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ab3ea9b928383dfa28102ba1469c8eafc33d085d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9191.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9192.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90e5c7c1328e00a6354c443703aee30288a93fe8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9192.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9193.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9193.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57b11cb7d8f16dbc6cf9de99e6fc32968a9901aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9193.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9195.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5433f03ea41f526a46ad68404759c21ae9e7edbb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9195.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9196.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77d913147647311f22857cd9540df7d98b6af8bd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9196.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9198.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..796940404d5eb1b9a8625866b9ae6dc76dc2b8e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9198.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9200.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9200.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96e441619b10bd2e9a4c226dabbc5021e904c8ae Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9200.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9201.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..17b26bdefdd063ff70e3dda0cb0b51c4cda39e66 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9201.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9202.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee4c9093d260840038461965e89cb2948e558fb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9202.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9204.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbd17c24fd096f9b0bbfcc7272efc83a644e0a1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9204.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9205.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..560ab26a68c41912ddd39a6a98b5d9a9d810632d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9205.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9206.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..725073619da5646ea2d011f18cbb911e619f92a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9206.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9207.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c9f54b480cb38913e8b09aa0e491620160c3785 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9207.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9209.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b5c6e0e7d28cae7bd2cee95ed63d29d2437824f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9209.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9210.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..659a7c24f97bda7b153ca7ca1934edfe22ab427e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9210.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9214.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..743f510b5cc361fa38743d9210bc3914e5396434 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9214.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9216.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df20bd9d85e08aa30776f71125229285c34137cd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9216.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9217.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8336786d00cd59f4d5417d5446805a7cdec98438 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9217.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9218.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9dac7239abece48363c4dcded7722f7aaf6dd58 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9218.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9219.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9219.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d8545a2baf76f97f2d8bc76bc4d9ecaa9bacf7c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9219.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9220.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bcd2437ab741e73076b7f94024434ebe75d6cbce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9220.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9221.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..491ec2c6f4894270a67270e7d9d8fae6718fcd5e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9221.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9222.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21dedb7bdeffcae58dcd897159172d613bbecee2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9222.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9224.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49c98eb40701ca1f9f45657e8393675ae67d601b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9224.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9225.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a49d66a7c026dc97830ac55f8d6e44816fa535cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9225.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9226.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a553312c8e6561d46b131cf3d942c3f1800c397b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9226.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9227.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87adceb2a07ae13e52065a5e8e045f6b2dfecb69 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9227.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9231.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25cd35128ff13df0c214bab3fa9105df37188fe5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9231.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9234.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9234.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c1b19961d09687d848bc808b4c9b4254f88818b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9234.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9235.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fc1d91a44e0c3c7beb91f6a96f924c088eb20e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9235.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9238.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04194aa7fe91bd94e1c1184ff0b10f2e71480260 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9238.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9241.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b64343976588d5b201a94b4f24d28fd1ca4d8eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9241.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9243.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6615a68510bf85201823a3df595f80401c1c0546 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9243.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9244.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f3f9e58ef8b5cecc458e878d1cc5edfa27f0f20 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9244.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9245.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76faf03000c8195ed95476ae5b53a1944396921a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9245.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9248.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e9c034b1716b0b996d6d8a091d0b33590e14517 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9248.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9249.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..303606457c678b8f101cb7571776a1379577f02e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9249.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9250.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9250.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3ecb334dffd8ebc4afc8200b465b519900a590c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9250.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9251.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9251.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ed2d6a5360fb7d3414bb024af597f824c2d9550 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9251.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9252.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..571395046f008cc406cd93bf9bf8fa2ee88cc22a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9252.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9253.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ba818e9cbca66d46900d0ca4b7d95405a621681 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9253.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9254.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bde795b057eab40ca07648f4129036ddd826e51e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9254.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9255.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57d9885a6a53259e55bfa78c4fad86cda2aaf3e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9255.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9256.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8431e5001a7fd2794afdbbaffb383ed6007e4af1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9256.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9259.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9259.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5ca731ae558904f0e0235deb520d6f2118c350d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9259.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9260.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a067a24896614d0e4417fdd5bc5921024e27262a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9260.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9261.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..799922df3bf6892dbe49d36ccf997d9d407f1db7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9261.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9262.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31a51b0d85256d29fcfd5ce55607dfde5d500c07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9262.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9263.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bbbf180ccdbdfe7af2a45b35e9b1fc41ec28e3b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9263.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9264.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ebfcd28cb07844fb6ac3c9774e7c6b83d1fc763 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9264.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9266.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9266.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8de9d9ca5a7b7ba645435ec895e02bb130d1e314 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9266.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9267.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b35a86efe5f6ebd776c85c3ac7b07de7e06f70c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9267.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9269.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9269.jpg new file mode 100644 index 0000000000000000000000000000000000000000..775e622906eb12aaaf1b97e643293c1822dd7d50 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9269.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9270.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..430f716d04e37b3420125b19b9317af29c010d59 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9270.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9271.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77cf3056d296b9a315dceb6a23b0258c2865ba67 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9271.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9272.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2644f345e9b52015eec127e63ea0d124f3d058cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9272.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9274.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d314c6d62dd562e2e29805118081ebadca22605e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9274.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9275.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea4b21c995da67d0a3921d83db5a8b132c6c48e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9275.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9280.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5df4c83acd71fca0e1707eb64c46c73fee9fc5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9280.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9281.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62b9b52ae2909c2730b54fa4ef84c94685dd3776 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9281.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9282.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7845ea2fb05ae4df0c9e0da0e572b4d396deece Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9282.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9283.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14c7212b075061be29d4cac1a7b10dec85e90e79 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9283.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9284.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9284.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c80d214226cadd05ee8a3ecd00068f052e5505e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9284.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9285.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1afe0ce08d96ec5e7c7574283e9a7692bedcba60 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9285.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9286.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c90efa069cd3ca30f4db20b6f40c87054200e455 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9286.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9287.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09e13890a8f6c909b85f2aa1350a85a47bc4f357 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9287.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9291.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fa4051c0664cae667b83d7af36bed1632192ccd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9291.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9292.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81e7f37aac097b8cf93dc445e590ad383f855d5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9292.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9293.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55c02e504d221ee32e838242df119c9bf83a73ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9293.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9294.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acf0337960323f61c7a756c7bbac475e8cf0988c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9294.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9295.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9295.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa1c4cc274950ed3fac605e929fd93c9c32426aa Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9295.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9296.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f7113753dabce23ed5014de883c03f4932f0b8d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9296.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9298.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daa1ecb6b73a24910ec77f421fb2d304cc911b35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9298.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9299.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb3d1549f88edf25466fa329187ffd8df94a70a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9299.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9301.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97568561ce45ed7c2d2e5f70e4027016ff172f2c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9301.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9302.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e417c1aa7e009769c91ba3da5bdae7d3378bc04e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9302.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9303.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2352ff9764e339e1a14a2326f30d22c6913590e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9303.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9304.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01528be3f6cfa812468a55ce6581a3fa108656b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9304.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9306.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3454124a12853d88fdbdb446472a32337fe5e50b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9306.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9309.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a0259be2f32ce2613aea4c3b998ce1e152c0556 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9309.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9310.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9310.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd9b5380c07c77f2899ebedcd6cb9c0ad9cafece Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9310.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9311.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e2881583072cae44c6830226c273a0825f0cbbc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9311.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9312.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9312.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cb8e1cfaada2eb9dd93d32985f60092ddcf2726 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9312.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9313.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6545bcc8f5bb18eeed89bc589845d179e22ace1e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9313.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9314.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cab52fc157517aafed733c6080779d97ae26ce9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9314.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9315.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..976b34b6f2558f67a7d0d621bca2fad1bc996a9d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9315.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9316.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd21898d2b679e8c2029ae2813dbbd8af0c35746 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9316.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9317.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6873e346a5123d2dc009a4381130d7e62a07e5c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9317.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9318.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4654055d9f79796d3b236565a6c93e48d4ed9b72 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9318.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9319.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cd0d075aac6f2eb508b84cebfeb1ca423a5e394 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9319.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9320.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b715903910479f4ff197f0573477bb785305e671 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9320.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9323.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbf1bb650ee33ba7eba58fff973039157957a1b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9323.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9325.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..550a406c1e8856a0b13484bac159b913a13e50b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9325.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9326.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9326.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75ae1c5d96f9403dee6552bfa451eb33e7dab4be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9326.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9328.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76aadd707d52d90a41cc8fc94db808b3c1c6ccfb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9328.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9329.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28d2753c5dc3924d943b21e3df5e78478f541975 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9329.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9330.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb914ced18aa3008a1edb8068e8d91bd57afc76c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9330.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9331.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9331.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e3649d38fac8799ddc4432d665909d633c7b61d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9331.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9332.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32649ab11b0b6918f3f09e6dfae7c2ade0b0b621 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9332.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9333.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbcce48ec3cb884b04759133734b104140ae7afc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9333.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9335.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9335.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4e4b2e08d15563a9029d19af9516ba1a1c160a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9335.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9336.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9336.jpg new file mode 100644 index 0000000000000000000000000000000000000000..767ba3915c4179a487b7798e1cf2b5b5c56516cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9336.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9337.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d2827a852031fb2148720101ac84026ae32d6df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9337.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9340.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9340.jpg new file mode 100644 index 0000000000000000000000000000000000000000..859e4ef85f34c9f0f96154d10e5e8ed4972cfb1b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9340.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9344.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9344.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb5f1fe4af40a695c9eec053f05ee6ba3ba4360e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9344.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9345.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15637c7bd108a03a7e773ec9d5c56eba552d9547 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9345.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9346.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ee8f3eaf1b832c291f339f1436b487604eb6676 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9346.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9348.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc1dd7d8fffb0f17c4d7baceff7b9bdb9fa38139 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9348.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9351.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..599cc898101c333c25e2dfb330fc682a04957252 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9351.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9353.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec9aee1e85f7c1c63ce9cdadfceb6aee5cd373ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9353.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9354.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d26f1962fea6e55d8335d74d4c0a4394ccc8dfd6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9354.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9355.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9355.jpg new file mode 100644 index 0000000000000000000000000000000000000000..724a540285bcb0a029b062f390deb20b7e9c1859 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9355.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9356.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf9f0865be3f5bd0273cc18c37f2fb7ced2c43e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9356.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9357.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e3e920e6ec6601ebdd2668ddb055301c52b1c3a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9357.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9358.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1841a511a5e5af22147673bd9b8b466961c8e09 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9358.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9360.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d14093388cc8ae58763b2d53226a796c9d833d92 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9360.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9361.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91526a5a5bb0c019a1ada5c58c914a89ebbe8fce Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9361.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9362.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9362.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e0575516700c67ef8bd27672323d829a664b6eb8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9362.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9363.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9363.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6d0e20e30dfa25dff1f752493d729409f1f24be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9363.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9364.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a025024bec2b5260369a21fed80f10c613761330 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9364.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9365.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b7d7c146c091f271f7e62ee1cd517cfdf576e52 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9365.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9366.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..768fa9090c6c645d661fff51435387368e8e18a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9366.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9367.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0744de42f26385c84158c6f6e1160ac27092680e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9367.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9368.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63c2d40dc277a2fba4165385ac4ffba8e79150e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9368.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9369.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b9730b634d7e05548b86f4435ee09c414f524bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9369.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9370.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfd359c43d68d35bea1a40b5f5d4e79658d0ec94 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9370.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9371.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c1d2fb058da93fa85fd56c155e0da942e852c13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9371.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9373.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74a44605c85b4fa0d586c03ee120216ccc34dba8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9373.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9374.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fbe91fddda4fb06ad3fd9c51540b3692ec34e4f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9374.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9375.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e91c6f1045e4caf7ab9ef795723228fbd4d05712 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9375.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9377.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b3f3fa308ec3ee791578dffc20864207a5dcee4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9377.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9378.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95c753ecb3eab98c9be4f66031b13d4863da44a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9378.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9379.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60d66fd10a05e0dc3bec3fa358fe1709adc087d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9379.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9380.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9380.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d07bfc66b657a606fa2097317df4947d69ee2b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9380.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9381.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e17315cb7ca03e80b110511c778144c4ae964fd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9381.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9382.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42a9e4bb935f98d914812acd22b45407cd87eec6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9382.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9384.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f47b40be4a72970d230b4960d1bb45be343da1c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9384.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9385.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9385.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c23ac5e21ede2fadcf9f82e3373e9aa11b8156df Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9385.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9386.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ab3954a64dfd90c23f5a8c7e228f9dce0264837 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9386.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9387.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6eaa180bdf3d870122720f4cfe80e745a1094f19 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9387.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9388.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9680bb52e732dd9eaa8238ed21e99fbee31ed0bc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9388.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9389.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9389.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3d4a7a6951e0c33a07e9bfd7061038f9b1f80fd Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9389.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9390.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cabd6837ac6755bba69fbb65d76a70f32b57578f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9390.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9391.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bed670daa73a7ad884513c775e9a0cd584b230e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9391.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9393.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a61ee0ac1532d2d24fb570c1d4ec7e9838ebcea7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9393.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9394.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a465a116cee6cab3ecf276039b7c09371f4dfbff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9394.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9397.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4527584e364377d84d866054b5215152680e9b6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9397.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9399.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a388aecd2e1b974d83fe16029cbb835d96f51c3e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9399.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9402.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250dde09d91d1bd3c3d4c8ddf04229a63576fb81 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9402.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9403.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..745bf63a8001365bd1fc77c6c8b4b70412a9d4f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9403.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9404.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15bcdc06d053a765eb3b81e4decccecef7c3e60b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9404.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9405.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74069931df29285fa7a94f06bb9750706ac82610 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9405.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9407.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5432d141305dd020440d155e2fb3ad143817773 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9407.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9408.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f03f30d1f0e752bfb7925f70983eaee313a48e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9408.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9411.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add239c47fc1146785813343520a3b583914aa1f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9411.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9414.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da6b18c4d762ed88e0da142144ef4f1cc640c160 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9414.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9416.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfe25bc38553e264a9ab400ce1211c9bc4a87d13 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9416.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9417.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9417.jpg new file mode 100644 index 0000000000000000000000000000000000000000..065350896fd5e5215b660d9dca7e2aba05e74720 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9417.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9418.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24d78fc7990d12e0a5cd7702926d50b4ae61440a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9418.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9419.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed897b535dee78feba45a551cb2a3ce0cdf424ea Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9419.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9420.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e918cb1b9da52086c14e477ac59d37a42bb08701 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9420.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9422.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c90f1f433a626c2bcad08caf7174a37d553a1cfc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9422.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9423.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9423.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dd741500186085d6d8f5d13adb20ca5a371403d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9423.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9424.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..868b2b58a2579e77821d11ff21d555bdd3020c05 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9424.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9425.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c216d649799d09ec90e0cc1b081574f053d5c224 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9425.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9427.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbf163b0cfc3e79fc87eb19e4220824127306d3c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9427.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9428.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..741c8bfeef405891a1a24bf1866f2665e4f6975d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9428.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9429.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9429.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d789934465d11fb7ab418ffbebcd19158d61884d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9429.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9430.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1488720ac3f8b5e860a05b599639428d136a89b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9430.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9431.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d29bace496a8b9fd622a57af71f12fae5839d9d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9431.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9432.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..984b9d7a9e279fa4d26dc3092d77596952951c57 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9432.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9433.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6df483fd30756dd51d528ef2ae84037b5a518387 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9433.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9434.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c06611b0cc0fd14465335f0767dde8063112834e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9434.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9435.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ba83f31cdabb29b8a29640f59975d0df7f069fe Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9435.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9437.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9437.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa92959b836690dd7f013c707eff021e4035bacf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9437.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9440.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5961402f7493a0f9f18f1b256253bbfe5599664f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9440.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9441.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f83fac3f94514820cafefe5bd20da5afcefbb5db Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9441.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9442.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9442.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d95330985b2f5266c94b966a40ed0a0b7100ae4b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9442.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9443.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..917e872e055b5e379d128299eb73dd44a9a232c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9443.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9445.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9445.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7bdabc5492fbe0e2eca1e5702b329f5e3e98011 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9445.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9446.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cd73dedceffdadbebcb3edb69efec007587870a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9446.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9447.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0858ece9fd5398c2476a1abffe95cded92cc84d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9447.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9449.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..321a30027a31275b982e06709c88288b204f9617 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9449.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9450.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38167d7564715189a13653db664f1b57bdcd14be Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9450.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9451.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51e433899ba21888f99806aab36b6cfcf5a0ca7c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9451.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9452.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9cdf14eea550e768132b1f44c66e55b3debe8ff Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9452.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9453.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9453.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e76297db1e93cf6734d9cf3c22255e0ad12d36a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9453.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9454.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f2e625f61b1e7c9fa480372572414d0f8067ef8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9454.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9455.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9455.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8474e56cfa03f6736bc68b93004a30cfd7d7bb98 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9455.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9456.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..828e2ee43a76c6b91dcd2a96f16d3c07edbc9a56 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9456.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9458.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3ef458d1d3b0d0acb5230442f5615ac49b7cc10 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9458.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9460.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f6aba33f67978ec7b47366ac9f29cd627d7947ef Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9460.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9462.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9462.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ca345e21d9bcb8ebd5486265abfdd4406c2b012 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9462.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9465.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65ac6d352a3cb86089ee567e772cde3ff1037324 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9465.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9466.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f4d6760735455f183dddd2bc5c85bcdbeff8c3b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9466.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9467.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee4da135a81fe78dd07f091afdc18895f4f15633 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9467.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9469.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9469.jpg new file mode 100644 index 0000000000000000000000000000000000000000..43a9819ba036d689cf2b79ebee68c6f830464f9f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9469.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9470.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..937276a0a606b7afa84718a64cd378b2925620ca Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9470.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9471.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7899e00e8c8c9f122b0f444fbbed2aaa749c35b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9471.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9472.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c580fb4776456e97f87554a82cca58ad6deced4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9472.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9473.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6aca2c5128496bf3861a779c886d7dcf6882ba3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9473.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9474.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96652a1fcc66279e3547756e1c25bf151abbf3ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9474.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9475.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fb729ff10759e28189ec9bd8013ca44d909c242 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9475.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9477.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0491ce7e8c70e6129f0a8f9296adba4259db35c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9477.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9478.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c17f2c934ef392bc4c2c0dd9002489201b79858 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9478.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9480.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9480.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe46209a366ea53199f32a17a90d8b872e4983f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9480.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9483.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8d51672cff48d79c6aac6e706d3ffb5306fb5cb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9483.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9484.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e30f8ce041285df9a89e2763b2459599e3c81c07 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9484.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9486.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..73ab29f7bcfc44ff07e7f385782107f1d617c98d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9486.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9487.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bddf35679a1586d68bd8dddb6301035c1513f9d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9487.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9488.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99826f386343dbec641d3ab7d34e8e22b02ee778 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9488.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9489.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60b15c34de671280d2213eda6b572b6c0a225914 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9489.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9490.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e052ead00c6be33e4f7af897cc3b72b29e770ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9490.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9491.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce8f83104e5e2d6c31008905cb07236598b56ffc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9491.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9492.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1d9f50f683eca8c611ed9effb333d391ca4f914 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9492.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9493.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ceb34551d623577c7f012bdbc2350f51f7529962 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9493.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9497.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce304916290c05c0ef9599a46d4ad104d201db0b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9497.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9498.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c23d13ac2f23a7e67b4e059e8c14f1e57a4e3ccc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9498.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9499.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1e458bc77952ee20eab2e02ac3432a3c10b4169 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9499.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9500.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7cbbbff04a50725aea14ac0704464e7f32b2d56 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9500.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9501.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..571de6e08ac40b8edafe5d18f7b649a38165de9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9501.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9502.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7abdbc09cf8af74740a588c64605eebd82b58b2a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9502.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9504.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecdc80ad0f148711ebdfd57ac2958c4a4a19945a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9504.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9505.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96708efd7034266dc618b621a554bbf94f86708b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9505.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9506.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0090c9435e002affcb489fc9ec8e5b8fb492db1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9506.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9507.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2dd358ad7733848c5ca4e3625e4d71aefa67e27 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9507.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9508.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8928714f01268b18e22842568d245129fe7527d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9508.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9509.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd1d315501413a960271dff2cb43033859116870 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9509.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9510.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50bceb06ea894aa4efc55500361143227c546e8e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9510.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9511.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a9758e689b20984b878abf00bdabbe886526bf7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9511.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9512.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9512.jpg new file mode 100644 index 0000000000000000000000000000000000000000..808d32ee418b76b27817b7a50c2f1199fcf0081f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9512.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9513.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61a034c2ea4c723c7e5c3cda0c8b8435c51df58f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9513.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9514.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8c06b0b579c1b23a4169c0ab735c8ec9bed5442 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9514.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9516.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..839d2e86756d4a757c1826e403617d4f6fcced6b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9516.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9517.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9517.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9c8c4856161a74bee87367f788e9d9a3201666e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9517.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9518.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5c258c3f9e479ca48006165066b29e7364e00c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9518.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9519.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9519.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fe1148c0b8862980543e6ce1e01f6c2e4957b68 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9519.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9520.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2685aab0a48390adc21ee51fef01a77b464e69a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9520.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9522.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b181317db407609117013f7f3e5bf98d8cf7aee Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9522.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9524.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9524.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ec367ae665f12ccd70a2bcae4ba3c8348ab23fc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9524.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9525.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2e6c9e20eeabd03c5311e2391c10006e75ae41f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9525.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9526.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e47780cfb46371cd7765c5df142891e22b92ea2 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9526.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9527.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9527.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d425b8c43b0d218d7b8597adca336f134606753 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9527.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9528.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9528.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4e167b255755a960a51df805d13a08c3ab0be29 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9528.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9529.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11bda6e1adfe7c8ad82daf50381304eb36d8692e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9529.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9531.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5299dc5e793f9953776f2dfa19d36907ce79825f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9531.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9533.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd75f4c092d49ab40066b20922a4e0570afab0a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9533.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9535.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e9d86d69d1108c749a3b03258751861953a4754 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9535.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9536.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76d613fef2734eaa0d1e1dbf73d29e76b0675d35 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9536.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9537.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee46cb70d5277f536e8f7a091e75f85b21634bb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9537.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9538.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d04fcfde24270602fc40d50f5a302d0ec952ce38 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9538.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9540.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..981bd5377ef7e7260d34aa2299614a58d7b0e549 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9540.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9541.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..892b46ed0c227fce6aa56e5ff5f559f73f9f522d Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9541.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9542.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..141783cfd77bd2644e8118044c3a01841a775a26 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9542.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9543.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f1553b8f3aaf52211ab55ec9b61d76ca0898525 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9543.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9544.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f5ffa3e041e73a8a316a2243f0df3f710709ac8 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9544.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9545.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ead3700456afd53daddc6a84c7f2e0154d1e5cf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9545.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9546.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b501be18265c5d94d06c437fdcc78977ebd95798 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9546.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9547.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9547.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2a2517b28a05b1db25a45d50e21a6f2ce292758 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9547.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9548.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a34ec176e6ca9099a04d8c811afd70f067a8606 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9548.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9549.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb0e62dc8c4bf6902c475bc8dd6aac44db161941 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9549.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9550.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9550.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e4fc7db7ac6ad408eda94d4e621060e9aaa2a47 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9550.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9551.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9551.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfd0a540de8c4b9d09ea981493eb1d76ea7c6a4c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9551.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9552.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbf438cead7982180a849135dac483776dcc30ec Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9552.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9554.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29c4a48c14eab8d78d860f99627e8886d58eaad9 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9554.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9556.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38b70a039aa21c63f212bea7c1ac0809c605ac1 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9556.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9558.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0243417247af57d6ec06d7ea535eeeaa57c510dc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9558.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9560.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9566f0b86b1eea7fe372e1d76adb1aaa30ad39a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9560.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9561.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b30e9821785b341ee4a1c6e2ee7af712a2405bf7 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9561.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9562.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3df0fb573cd4c40cdae5ed3d802288c9ae737ed Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9562.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9563.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c753767cfe38202775578cbcac49fd492cf7fc64 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9563.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9564.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40aa07ff86f514918d96d1315bb7455a3dbf5733 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9564.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9565.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9565.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2374ace13ea63bdc523d62140527aa4ec5a677b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9565.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9566.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fda2a1526e8b90d853c9d7e9a57349e9a5201f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9566.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9567.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a2133ed0ea33fa7baf93d73531dfdf17ae50d99 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9567.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9568.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1209cd4fc351aa72945ace265fd59fe1398e9b63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9568.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9569.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2e13d367af602a94b9a25d36abed305a2c75b9a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9569.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9570.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56062f95e25945443bffe1443db095b3bfd2ad12 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9570.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9571.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34a6a7d35add09254a622f74bbb2ff9f6e6d1bf0 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9571.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9574.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3238fb670c69358fd790bdbe49f160842591da11 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9574.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9577.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..234e14d8e87850215fd6e23c88cf8933763af5eb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9577.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9578.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9578.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a06c5c115c5bd1ace36a8a53315edb8cf622ed63 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9578.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9579.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31b2edbc6a4b22b657d72eab52b0b3ec08df650a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9579.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9580.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9580.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59b4fa45381307511a1c393ff35fea7464874318 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9580.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9581.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c240f07cae971e16a6f15d2f62ac3fc28454efb Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9581.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9582.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..872203e73ba624ac4c11631973c3ed80c8f48fa6 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9582.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9583.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4190babe0d2a1f221a7a05fb1c0d0d0a4e9e7e46 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9583.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9584.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71b679da702414908806ee768ac9bc3094c81c97 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9584.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9585.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6daed19026ebbeb78348d924fd4fd8907ab44c8c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9585.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9586.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d4ee72d0ee6353f9e9d1ebff4a4f4266edece6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9586.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9587.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..196d5a78f2373b263063b35d4d74d5f7e7dc5d6e Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9587.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9588.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01890c295a46ac434c5ad5d9288f86ff5667d071 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9588.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9590.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10bb00d78717603ebf5c0503a63cb46befe195f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9590.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9592.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18c5d16e1e01ab80cf079bd957cb998371305bdc Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9592.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9593.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5eb73a0ce408a5e521c0a17eefdc7c30e7a45ab3 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9593.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9594.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250fdf68f037a47a15e5f88754120dcdf1c77faf Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9594.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9595.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9595.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba1c2c5e363fd6b50f3d94a64a5bd73ac96c651a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9595.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9596.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b87dfa5879e1bc46bbb09a42898002207061225 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9596.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9597.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51053587d1dcc8b3e6669fa96e4cc796aba7724a Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9597.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9598.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41fc3a09ceb47945f9bfc5c517b493c72706a44c Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9598.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9600.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c5e666c3d2d06ab77a6b17898de79883410e503 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9600.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9601.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9601.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f2cf5656c7e2a85992db79fb4722492f031733b Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9601.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9602.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..347ea9d8d59a0ea7e90d015b04822bda6ad14f24 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9602.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9603.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3db6a819215bd67a969b81088f148b3f2a599e5f Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9603.jpg differ diff --git a/melanoma_cancer_dataset_split/train/malignant/melanoma_9604.jpg b/melanoma_cancer_dataset_split/train/malignant/melanoma_9604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b6ab0f08580917ba69981bd8bfa369c6f441a73 Binary files /dev/null and b/melanoma_cancer_dataset_split/train/malignant/melanoma_9604.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_10000.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_10000.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42bdfe38dd3f7601e87b3bcd6bbb03b5eba48293 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_10000.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_10010.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_10010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8bb81bb0b5f1f6508c35b4cd44ce903af7608cb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_10010.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_10039.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_10039.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cca03a0f1018067fa5aff9b9917704fed1c764d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_10039.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1004.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ef33d725899be67bc4a15c0cbbf6e746118df8f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1004.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_10043.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_10043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff816cee54ec0d432bb732f691e9e1c610bded4c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_10043.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_10054.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_10054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e996de33e2681a88c078fb9a1fae5a297a43cdd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_10054.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_10080.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_10080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93d93c3e4497e7b133a2e22746d84aedd47d669d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_10080.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_10092.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_10092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fe9fb53ccaaa44fb7dc14f724ff9bee25f3db2e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_10092.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_10094.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_10094.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7c9eeb055ff53166a29d9e9b61418fe9438b4dc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_10094.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1020.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f977716dda8ca5486a2c866b1a1d1f88e5624877 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1020.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1024.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82b39e95a31c5c552b6b4d44b68eb46e3a928db4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1024.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1037.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54af1ace4ec5559ccae0140c7576b4c8c1104515 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1037.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1048.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1048.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67fff6dcdfd23c965dc1f41e76ecbddcdaa97f25 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1048.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_105.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ba5e0de35bc82e3dce2f1781cf8771a35f7c5b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_105.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1056.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1056.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2969183c71b3fdb1f539117750dd01a1964c408b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1056.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_106.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97318d01c5aedc529ad6e71c599b8ed53227bdf1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_106.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1068.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1068.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec9ed8a7a468a58d1920ee61ad90a7fe4ce847e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1068.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1070.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdb68c433cbcd43016897a85fb48c9ea5c3e1244 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1070.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1071.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be001b177db821ad42aee2af0f45ff90e25da39f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1071.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1072.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db52031eb8cea0df4eef6383f8ec455208d970f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1072.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1077.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1077.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05d70d4afe15fdf0415f3b6d8109b7d6dd00618c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1077.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1078.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..932489240e7f134dd9e56331daf7115de6df3c08 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1078.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1087.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1087.jpg new file mode 100644 index 0000000000000000000000000000000000000000..765ffd883222928d9f35b92e66c7fe79d7cb59af Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1087.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_11.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_11.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4de0670f21b09efc07ecc0cb04b542e021141cef Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_11.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1126.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61ead847089a18896564dd48ca7ef94e76aac9f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1126.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1132.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3d222c18a6c68258a04676b533bcf3f1a26835e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1132.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1133.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f441337b065c8f51290373311d2712af0597e7b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1133.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1135.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c940d6a3228a5811b4c3d3db9c3ba9417b3631cb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1135.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1143.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7747f1a6c20df3e9a3f3b4bdb434ac971c47de8a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1143.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1151.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1151.jpg new file mode 100644 index 0000000000000000000000000000000000000000..557df976501bbf773dfd2fccafa2ea930a62a0de Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1151.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_117.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_117.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d154c545ce46db75bb7212bb1aa16cbefd8326fb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_117.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1171.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf77e9d23e3ed448e0901402448231f20ebc40e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1171.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1182.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..97f7f92c89d98c3adb7f01487592aa9b6204ab1f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1182.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1184.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb829fd97282f043377820d238f62d84fb7dfa9c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1184.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_119.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6196fd17f2cae8993bdb60c5b129986a2d229e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_119.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1190.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df1f5a4a9afa96f751bd1ff6b1aafc146ebae2ff Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1190.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1192.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b38524a2af8b53a12578a816ccc40775f90cb01a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1192.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1201.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..842bca96f93637617aeb0f211cc55b97862007e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1201.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1202.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1202.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7da8c3f558ba5b2f5c5b51375376a71d626770d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1202.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1207.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e61ed6844f1efa98ed3a59605b79d775885aff2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1207.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_121.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_121.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d1f92f59a4321bdc9123acdb05a13a596045e8b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_121.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1211.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35b918958a30e8c634ce15aa9c7e6afd03837d62 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1211.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1214.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1214.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50d4488046bc9058e97a59e20cf033cfe39f6758 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1214.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1224.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c403dad83261458e977e12fcbaff32f47adb274 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1224.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1238.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..645778a3d773338009c3309434eb1ab9751612d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1238.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_124.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_124.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3570d4836946bb490fbc83e00fa47118f362b96 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_124.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1261.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1261.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ce868244f30d4e889535229e16efe7032aad31 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1261.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1263.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d9e448ff40c746b3ddc48a6f3072eadce1f8d78d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1263.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1270.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06914e801bf12a240167ed1372ec05332f1f662c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1270.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1274.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bea93a4e07445ba13bf6b835e21bdac5d35fc82 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1274.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1277.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4223ec1871e1c70d451ba65dd4aa6c2cd6a2da51 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1277.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1282.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c5ce769e3c3af8098ed6e2431d150f4414b913e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1282.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1292.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8476c6a4569f2ae71d187bbb8d70ec174e60c6f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1292.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1298.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7154a1ab10a31e5ba56727c0e7e37c5caeb0c83b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1298.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1299.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0bb8872666b397012731f4e0f5d2e9712841fa2c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1299.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_13.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_13.jpg new file mode 100644 index 0000000000000000000000000000000000000000..708c9d030b131cd964d9f1ba87d56aee5ec635d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_13.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1300.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d95942572102722ab4017ca6a6f5e539d2132f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1300.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1304.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..72b2a9570f8080b7607f3baf706add0b4dd318a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1304.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1313.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..351a8d16c868bf78a33ceaa530408ed342052044 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1313.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1319.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33001404bb93e4bbc5bb09a3c20b0e5f82b67829 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1319.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1348.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27be0908313d8a6e0c11d1845d0523a510858b5c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1348.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1349.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c545c34ad9a62d85f74cd0e0adfbd26e2fe58c48 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1349.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1358.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93eef789e8778305511dd175ca87f630ae6f660b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1358.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_136.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c3e244d4a88434be78332553c6a36ff5a08b9bc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_136.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1370.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..565167cc95021bf3abf9321c8e7e83311bac66e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1370.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1375.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcad037ea0f45d82b945e9f7db15fb18a218afd8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1375.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1382.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40d3a21a75c3f1ad5b4c2d35276c935a7fe57b25 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1382.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1386.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98d944516f86429082b01c5711323a4109289fa4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1386.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1387.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9b7c88e241c802a89d716b1589968bd5ebcefc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1387.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1392.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..544338d45647929a1dd23562ae5a890712ff8261 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1392.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1397.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58e6bb1c4ca0cacf016c36cfcb7469c71220ec14 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1397.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1398.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1faaec82a03cf225c5b38b04f185f2a0e4eff5d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1398.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1400.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0a2122b1c7a7337f658a3139ec9f2e9fbf67c00 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1400.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1403.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..150ce1e42ff734a626d97244f1d9e59b22297ef5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1403.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1407.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1407.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99b52f94d584ca93e5bc708f45180507864c9c33 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1407.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1416.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..044bf15e5035be345b2117c61a28ffae6cb50572 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1416.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1425.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1425.jpg new file mode 100644 index 0000000000000000000000000000000000000000..319f912499f6498a77d528fbfd8a61e129cb914b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1425.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_143.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..345a0c89e68bb5467734d7dd04b06dd248c2fb3f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_143.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1436.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4eeca4aeaf931b09ea399eb6b82e2a0bb732eb01 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1436.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1443.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4534ccd7cf415117e5218087b57c7e4501cf9643 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1443.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1444.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0494c61f6894a085603178d6806ea7aaabb189c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1444.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_145.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ff43e0e3b8cb7eebf7e5b36f3b387c4ae2a74075 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_145.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1471.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6bbb2f4c8766c3369a84e6a5fabc8569b6a7684 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1471.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1479.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3534356c878bffed7923e684f6bdaef685dee999 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1479.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1483.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e72f40704f1ce354be0b6d8d4d844bc1dd1ca97b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1483.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1488.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1488.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c711aaab84faf4d74a756b079e3b9d13ff96e7b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1488.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_149.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_149.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64b9ad963e98ce31b09474cdfec00ab677d66c4a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_149.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1496.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1496.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b90580f1eb3e93d79a9f5544d73975411f7c5240 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1496.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1504.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8343863e73d7c9f01c35f9565775598f41820760 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1504.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1506.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87e3fc69e7448934fcdedf612a035b824b52e421 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1506.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1515.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81fc0c58d4e8359be2cf18726a4f446d2e91da9f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1515.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1518.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23d0fb68d8eeabb743ff0fed17e5964bb9a32f88 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1518.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1530.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8121984582b6b5640cdb4043f80f85ab9471620 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1530.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1537.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cbc3580631aafb3a7312d2d263cf7d1d10fcd70 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1537.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1539.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5afc0153238ab3657a43382aed75801eaa855ff0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1539.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1540.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d5b3ccc4a400b63c441461b387f5f8c9f93ad9a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1540.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1546.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27c4b8a227be5734678ceb7aa36603f896f384a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1546.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1549.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7d9219c8b059a5dfb8d0c1e9e02db97fa6458d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1549.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1552.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c812cc288e4fe43df170e1690c418d266ed6597d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1552.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1553.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1553.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5232c5f714962c322c99eae4c6258fd2720a9d0e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1553.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1561.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1561.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8929aa566b3c6f9d92853e4a8490f7ddbc8a5255 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1561.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_158.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..869266dce22b246c96a237253bd336ca7f91ac80 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_158.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1587.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b009e75ae305a6383407af8ff2546d0a0097450 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1587.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1589.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a8a8396edad294f8fd551f9719b037c7db91deae Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1589.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1590.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8530fc3ff46752d4cdf5cb7d2cb7407327e2049 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1590.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1592.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..861b796aae64008da2d402d534e6556d1fe581e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1592.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1600.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..927236ab83f7084ada2ec9ea8f27d657bebcc8c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1600.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_161.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_161.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8c7bba73497e7dbf68644f2a7ecbeb654787829 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_161.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1612.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b56682c41b25e9d020acc4868269d62ffab289ca Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1612.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1616.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c285386fdc14139a454e0aff232900e0f16b89c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1616.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1617.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1617.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b5ab2b99efd79fe4101bac563e923a05e774867 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1617.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_162.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30bd2ee5685406b3089a76f8797310a336d84d04 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_162.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1623.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..14a66fe253107132f73c58c1284f3d6c99010952 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1623.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1629.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..142002ac616bd7b7fc9e368080e82f71d82d8106 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1629.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1635.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc9431cb300771315f52e28a90cd8ab537e90336 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1635.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1643.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b0e7986422831f409f5247eb2c97dda7382d1f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1643.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1644.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1644.jpg new file mode 100644 index 0000000000000000000000000000000000000000..646cc1ef492a2cf3fc82b57d18bc22925a11a149 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1644.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1647.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04f58719f734e66b8d146963e9138bcfd43a8113 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1647.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1650.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..820f6f9a610423c561524ab6f2daf41b14882797 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1650.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1651.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45dd2c63c8c9bcaaf543444e6d5a5f46ac1d3a45 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1651.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1661.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85b7752eedbe77276873e8ca826659d38948f128 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1661.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1662.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1662.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f7e097a29fdb3190d2603d5df99881d1dab7d77 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1662.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1667.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e32137ee1afae39c872486bb0a27fbed3e9ee704 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1667.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1669.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ab0144a2ee7bdd6cfaa6e1dc2153f0aee0dc9e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1669.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1672.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53977de5446168433e9b1186da5b4f53092118cb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1672.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1678.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65d67362b845d26b6b11cef7c8a61bb6b86fce0d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1678.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1681.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1681.jpg new file mode 100644 index 0000000000000000000000000000000000000000..299cff76f3877c4b3d586f90881530919dba0763 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1681.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1685.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84b63409c8774de4fe73ce3714a6f1e0f614db74 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1685.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1693.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cc52c8f511f7d39060d12df92e3107efaa8ad27 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1693.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1702.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f128bfdeab6a61e85f1d7a9659f2d8e87b012b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1702.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1705.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d82949ac013ab2badad058f06de600baebda265 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1705.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1711.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8efe6b76f5a852a752563061e1ac459c5af29005 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1711.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1714.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d2efd95de71af8a2773be097f878da748b7bb00 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1714.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1736.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d52c7007828e0ba8d5a994b10b7e63376b4d5793 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1736.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1738.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9579b414a481dbfaa49cc86b35c9ce983ede4b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1738.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1743.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d773d728d9a63a20be6cd733d8ad63747ff0cbda Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1743.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1750.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f704610eef992f375d513da0cfea685fd8e8fe62 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1750.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1754.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1754.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890a6d123e73af91fe35ae73442fc1f6ebf363af Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1754.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_176.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9eb25eef73cf522f7a33f24659252e76c51779e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_176.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1761.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6dd07f22fd4f4402134d29eb743726f3d9929a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1761.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1768.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2a0b0eec772f95695791903ca4c38d71fae7973 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1768.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1769.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e17de22e6be35316c29ff72b5cd41ea858094a6d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1769.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_177.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_177.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68699b9efc841daf1d3f124032c06be1675865b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_177.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_178.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cf027d3cc72d80f43c0593af3665264c176ba2d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_178.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1781.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1781.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b7ea87c64b79988cc9ff172d97fac79c525ef43 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1781.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1783.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f54b4fab3f729482dc010d1419dceb2e0a19dbec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1783.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1786.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1786.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6754fdc105c14d9918c219ca54b09cf6c1777ee7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1786.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1796.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4e4777d67a09d0e9960e03ac060ec55e8e8fcbdd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1796.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_18.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_18.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ae586ce8d7747829d6cf89afa999619c3bfee2f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_18.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1804.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e29edf3b4186697aeb88ba4d4e7b4f610918441a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1804.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1811.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f5780c212aa5ce5e396181845c003319b151d87 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1811.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1812.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..834e4547317d699a1fbea82c1134664c76e9063f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1812.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1817.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39763973282562b44ab587a26a5e6ae4427933fe Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1817.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_182.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8c056b59ebcf7b5f2fa6e4733dcd35ea381d1d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_182.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_183.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bcf3a5d93866f1f7f91fa684ef73ca9c2a5de0d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_183.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1837.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30c69f4c0428a772ccfa86a00d57811d61ce6807 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1837.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1838.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..250014b89bd91fd41f2a8bb6eba26d3457d25a00 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1838.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_184.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c6b11ba9796a2d6dfcb100c2eabf76e49590f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_184.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1842.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92189361ec4ffb1ba659836204ba167ac9e9f3d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1842.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1848.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7564eacc13d498be6ad6c25e79a3447c87aaaf8c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1848.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1851.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..555887d7855ea12cfe7d6a7993ebe699bf94c329 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1851.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1852.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5f1c1af875f5b35432fbf2c8be3ba8c77588eae Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1852.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_186.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e8589012313e36974adc281aa576774d7e3a6bb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_186.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1862.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1862.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a35d75a864668f1dc93608f60cbade7fab315c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1862.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1869.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fceeea8e57be056e9b2081819cd99e460fb6976e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1869.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1876.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..471bfb1b45c24dee1bb1a6206c4e2037115c07e9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1876.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1883.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc5297e9f46968974acdda0185c8b9b198b8f9a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1883.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_189.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..27bc3cfb1d0b630a4827b16eb2645c6e7b67191f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_189.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1893.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1893.jpg new file mode 100644 index 0000000000000000000000000000000000000000..500834b9e738ca928eac834b9b869d57689e0877 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1893.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1895.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b557db13789394c2135dc47cc281df5e5894e88 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1895.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1903.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..313b6c29fd9912604b98a343bcb7a77733edbc31 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1903.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1905.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1905.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54f943408e6d20002493e4563c02de0eec52cf9e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1905.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1906.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1906.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2ee975017308a01836e2be0f3fc4a7de1306d8d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1906.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1909.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1909.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c41f455de5e30debe0ef5d248364b5033abcc84 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1909.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1919.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1919.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e5b2040c3f6e682037abc2286c1e8b8fd723b85 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1919.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1922.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1922.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86177233f038b09893c3bc5f5490940ac65c002f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1922.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1925.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6061e747abd3119808a4f9c2df2dead25fada66 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1925.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_194.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c3a0fdcc757a7db277fca66fa53955cb6f1749e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_194.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1945.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1945.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23c68572ba77a8b4fe99cc6c63f32b8035f1f080 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1945.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1947.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1897475bf49bd0800826fdaa71137480f7625f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1947.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_195.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8be712c451be27cb560e8c3ead2525f0c968db71 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_195.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1950.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..764f6810cecee53ce55de69b536d3557623fdcd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1950.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1959.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93fa46ee6192a43d5a6c2f998aef25786e9556cf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1959.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1963.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1963.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44185d932fed02b6e2380712722ec224b5925393 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1963.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1968.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e8e115c6a54df195ae4fa225b32456f78ee0407 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1968.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1978.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..523546b0534cab16db91d27d01995a37ec9e62dc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1978.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_1982.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_1982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f0289d0601a56537fd992ab114b0a7dd2a582c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_1982.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_199.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_199.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e97048325f8f30ca85102aa216c0067e736ef7c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_199.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2403392e7facc20e9b459c54386d157a5ee432a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2004.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2004.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e23a4cb6784bdc0ea6a4f3657a84762ab8958b00 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2004.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2005.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f47cef39da5e88d7981a1282536fb278059fd07 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2005.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_201.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_201.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f67b48ce9c073e239cc550c2f47cbe72b6d2582 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_201.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2014.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e20ec92c6eb79813cdd0c19f7c9857a862af1c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2014.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2017.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90dae065d5ee1d9160aee3618bbefa4479fdf9f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2017.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2020.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef321b5a4585e90f1338223ca69811545eda3e94 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2020.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2025.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1291a42872da986897e6f8ae540474d37ac87f11 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2025.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2033.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47d85b93c7ab596e9e79afc6437a7da3cb63dbbd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2033.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2036.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2036.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b56ce68be6d598bdae23a755b0ec8021e88971c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2036.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2041.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e43951cb40d33126eb479692bdd1cf5146bff41b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2041.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2043.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd62d2707b3a7efa5dfb05f3b0afab2237537185 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2043.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2046.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e95fcf7f7aeea92d1195115992695e0182e26c04 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2046.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2051.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2051.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7831d2af97380b34d1f7673f90fc998347671036 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2051.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2053.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91e1f1b90859fcb2c213fe0ea292f034dda172f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2053.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2054.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2054.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9883d8d5abeea8fe53600a68cd64a8248009c888 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2054.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2059.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..564f815a460eb209c410647a241863be85d4f2f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2059.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2069.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec386b8b79999843847e3ce1d96106b47919fe5c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2069.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2073.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc76a5e80855e08a8582aee148fdf8f875734fc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2073.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2082.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..888dda3fb42d8abf20f11668cbf0f2b295c4b7f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2082.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2090.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2090.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05f53418ef8098539cdbecf15a57ace54f00dbc8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2090.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2095.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..916b5262a56064d04ba8dfa30e2f8e381721e019 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2095.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2096.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4e97404ac3c1f57bc4ccf517c26b158b56982fe Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2096.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_210.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec76a78b77797c29c770ae5090d6b0df9f1242f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_210.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2102.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2102.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4080aa13cd063215cf5dba574c3eba0b1fd4a8ff Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2102.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2105.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6347bec560076c28fc97559e7134545982579074 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2105.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2111.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bc9a9b283a6dcba89b041dcf64a5e6c71703e13 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2111.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2118.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66a914b3f33bd5184d4f432fbc89bba633282347 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2118.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2119.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f90a4107ca9f7b1c27080809c0264a60f4efecce Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2119.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2127.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..807948a8a6d6709f7e9b596c48da3879efe768dc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2127.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2128.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd57bc372a00193a6c6409ff161a309f05452c81 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2128.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2129.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2129.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96a114f02bd27138d7f9da3ce100e0dc37bd3d3d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2129.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2131.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2131.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c704ea53b67c10b5126190ecf3f1c22c9e58aa22 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2131.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2133.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546fbc0281eb616be028e66dc8232d6fe33a8f0d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2133.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2143.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2143.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93cc865d523e220aebe08795aff281506c41c86c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2143.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2145.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..197312e04e65d8b2495996b5a07ea1ce91e13310 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2145.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2146.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a0988851eabd1d2965593a171d9c1a1d589262e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2146.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2150.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2150.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5604401282b6efecf0a91cdb6872f76f7e4b402f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2150.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2155.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2155.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9c7c6e96a0bc6cf9e34dc6daff3c209c409005e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2155.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2159.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddef199b1b82918e8616c96609a5b3efadc6c724 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2159.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2162.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c12f3fbcd4c8264d69cd776a60b60872453d975 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2162.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2169.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78973a20d3099549f4b155050705cfdc0b56cb7c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2169.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2172.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2c490e3aab97850af215a0f53883a80a632c2ce Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2172.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2178.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15ee3141ed334129ba6ac81978aa87c5a36a5604 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2178.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2179.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9013c9d764ea32cb8f8d519f58ffe4d7b921a568 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2179.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2195.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a01511d414b4b1086a3c754da0c8b3c4be5f617 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2195.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2198.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10bbd47f527f48c9c82b20931a8d723b995e020d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2198.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2203.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..146b8a2662f53cca3c7a1e158b5acb184c7f4c0e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2203.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2208.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57805fdc2044991b1c8fb1d5cb7cd63211c0bf9d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2208.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2210.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e17c5bb927d24dce3ca611696688f75d63fae6c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2210.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2230.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890915f49b95b7e47a508d8ebd54dbb26aca96d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2230.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2233.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2233.jpg new file mode 100644 index 0000000000000000000000000000000000000000..451612824880e28b0102929e5ec39479bca5c8cf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2233.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2241.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e76ec75167ac9ac3f5f1394ef27e646833fdbb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2241.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2242.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6817713763d6a953453723547d443fb6fc4fc9a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2242.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2245.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95e277f2b5169b4a5b09a57ae0becd1b5a8bca43 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2245.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2249.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2f0f49bf76338aed4a398d49e25ebb58f3a6804 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2249.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2252.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee8f12b3109ed2298c548d7bf6d48b68a9c0ec8e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2252.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2263.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5a2965f257cb5ec402cda06210e2ac54dea285e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2263.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_227.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_227.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a84daceaec7c77f8371b8a8c6e9d1a16e8d8b00a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_227.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2280.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35fe995ab021f71a04c63106bc0baec73bb4bc52 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2280.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2281.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2281.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bff69cca679f7e8be30daf8af7135f3621517479 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2281.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2286.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..489f3ecfdee29db6b9102fea8c51dae6b0a735e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2286.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2292.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2292.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cea0b24722cffc2fc55c3873e4783f4a3564561 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2292.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2297.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38515eab3b689d99111a193adeb137c952dec10 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2297.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2300.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f432937f276e5fae35fd46d4719d98c471c2cc22 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2300.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2303.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..890b24e4f7d2f235cf392c80a105b182fb4b0692 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2303.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2304.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fcbe9b24e75daa67a5834240f2ca2680dfba369 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2304.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2307.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38cdd8145f5d955cc2f1f28d38b6ed10894fa2ed Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2307.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2316.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0c2f6a80659011bec0f3547eb12e4ab170c5420 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2316.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2318.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5154c5c0550d7e6849015239d81bdc8a59755a68 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2318.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2320.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2aa19aa8af2c0d5be29d97879904706335c63e2b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2320.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2325.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cb2eaeb2c7c06b0e40b5f1f7e9daec56b927c2c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2325.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2332.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a3108dad09230227b6cab7f648da7d1e7d5fdfa7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2332.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2350.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10e5ccbcbd011c82c5b0a05224aa1392a74ab713 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2350.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2353.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31c5917370fde934538dbf45becdf23d3fc94c77 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2353.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2360.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..236d4eb04eeba0ee6a82748ca80ab780965187c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2360.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_238.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_238.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed9db8b8ffdac32fd3e6a0c0a59d1e3fa3d6ecf2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_238.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2381.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a97cf7b4ce56caef12ba3cf9f4142acaecaff49 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2381.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2409.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0a8ce9b9131acedd7b0e6f9f5a9b872703f2873 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2409.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2416.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7d3f545aea3e233cf852b135d3aa7e44e5ff7fb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2416.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2422.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7a4b5ce0debdc6ae90bc16f910698604fe3c555 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2422.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2427.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2427.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa01f9733fbc3ce19510ae637fc10028c9c79ebf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2427.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_243.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a857d01535b45322107b7593b5e1eb0f7496a52 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_243.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2434.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74e215f07a9f78698fc1ef00af6b925e122c600f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2434.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2438.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2438.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2e31b184e875608791fa1fefcc2c8565cc52afe Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2438.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2464.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1dfcec3659e6f583a854948d934459b87de61a98 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2464.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2465.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f8a33ab3fcc5e963b8e2079557fecb21f5969ae Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2465.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2470.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..269eb5213dd4436bf5ba58e68a74664355e90a1d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2470.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2475.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c8d77d35d635f81cf3e38a2b4c56fb2849791f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2475.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2477.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f8d3f206a36b87fb7638e5125d97257c3916723 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2477.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2483.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1dde42c224d1077e4e1db97da2f0fe82960f2e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2483.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2489.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2489.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b22117380d4948a406a6da605d425df2fb529f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2489.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2493.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be395dd7200090bf27577124cf0130d7d14ec7ee Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2493.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2500.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62e191d226b7d4068482ce56eafc8ec61c19a5c8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2500.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2501.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2501.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f05ed34e1e11db65ad92d551cf9e765cb5159329 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2501.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2514.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e7019b8da2eaaab93dd03530701f79f1bbf608c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2514.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2518.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60db7c2565dd7ba0ad1b42f9044fadbc617564f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2518.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2531.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67bc063d85cef935449b285f2039313a460c6c1e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2531.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2535.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2535.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf3ac9cedf19ba905ccd2ae32ec9893507563442 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2535.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2538.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4204a77d3687e2af1094fcafafa779e814621614 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2538.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2540.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2540.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0706f1fa16c1db18a4e21e3c3bab76786b685774 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2540.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2555.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d6c17d8f5b6591c8bc4bb81b08355990dd90c0d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2555.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2564.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5b59656093beb784c905190eb225f01b9b96331 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2564.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2571.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29a1393ab6a7bac7efa0be8e3bf8eb35330756b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2571.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2575.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ffd83905bd280bb79fa86969417dbcbbf996cbb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2575.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2582.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2582.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f71294d5cb3db65ac5ac43bb5b3c7cb5f09aad0a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2582.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2586.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a1942f8d569814879baefd1ffa364c892a576ed Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2586.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2587.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a707f546ca91611bb967588f550c56745a1039ee Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2587.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2592.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc82e11365d4de50ba76bfa02d5ec3abc9a971e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2592.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2593.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4246aae354a7ea25bf46472a1b34a7c406e30d0b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2593.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2608.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b07165d2dca770b9fa3904ae9aefc3518cc67809 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2608.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2615.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cd682e5229ae77bdaf816fda5ff6554498096a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2615.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2632.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f0ba3342f9b002e2e0577161bb2e8d40184f928 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2632.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2637.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2518efa00c7d52c09cd516934486ac92c3c829b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2637.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2640.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4da48b0f80a9720db0d76c2841e72f6b77910ef0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2640.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_265.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ba120c2125884ca950543aea9131ded3b2c12fe Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_265.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2651.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c01fe5a499a54afdbf686743c00a5476ff764442 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2651.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2656.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddbefe2d45d9c97ef181ab65527ae58196a90c9e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2656.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2661.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2661.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a80411e18ec9fb6a183d6daff6db7e3f6afbfbff Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2661.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2664.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b65d9c76d98061362de3659d7b85c565add7d58d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2664.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2684.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63bf69a05a1abb11ff3cce3fb9672f0e6cea2d1c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2684.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2696.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d79bc551c3cef72c9b18bfc3abaaac118194569e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2696.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_27.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_27.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4826279266c05a50dba32d383c1d94452852124b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_27.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2700.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bc2e5645f46d48a4abdfd3ae72db5e1948251cd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2700.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2701.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2701.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd641b9c50ee03c9e45d757e99e3685d465e8cf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2701.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2704.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2704.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ead09ceb3d5a017109392160e523cb19e4fd563f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2704.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_271.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a56038be64c343851aea971bbb6f7ae660160bb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_271.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2714.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6334a4bb22a0a0fb3de29e43f45834b932cc9fb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2714.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2716.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2716.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac47957a97521606aa33bfb703ded7ff6e791a59 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2716.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2722.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13f8ceb9e1c6998693cca371ce3059c0f5882fb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2722.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2729.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2729.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d37bd0cc4d6985f7085dc6f736cd6a438c9f3b2b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2729.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2733.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2619e67a0bcddd4ffc28a03b30b4a2689d6897f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2733.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2746.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2746.jpg new file mode 100644 index 0000000000000000000000000000000000000000..42fc5bf2cf1aaf7a353da66e7e048277ff67ea10 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2746.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2756.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c916ba10c18d29eed92ee9b91b6babbb3459058 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2756.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_276.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bd02538f210ce10a825a53cb213c3b81bcf7b7b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_276.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2760.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2760.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad10e5bba16b00aeba40f2096cd11cee208388ca Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2760.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2764.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2764.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b969aa802a67b5b7a438750a384712ea184e4e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2764.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2768.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90769888466d8e00a4918a0bb7728f86b702ff29 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2768.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2772.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2772.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67105ce47e704bd913eb02e1dc6d4240a24c1f0c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2772.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2773.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c27a9d68768a2d2e7da67317191c5210d5dcf70 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2773.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2776.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d80d1d8bb31087461c38dbbb0f7e3ed49be4bac Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2776.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_279.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0cc98c41f4966b37b2d638adf130d43b4b9c21cc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_279.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2790.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d54e716f34a3e8f4255ff57c64b2f17450364a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2790.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2793.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7a98cd15a7d440f463eaa921584f8f7d3a7eacf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2793.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_28.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_28.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5362d2a20dc1ddb81461bbc9a333bee95a6f2ebf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_28.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2800.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2906bbac6a880d8cdd8d9edc971b0c45bb3d096 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2800.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2805.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2805.jpg new file mode 100644 index 0000000000000000000000000000000000000000..531c2844e08a3a3247cef3e0da3b408ced328651 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2805.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2812.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2812.jpg new file mode 100644 index 0000000000000000000000000000000000000000..295f964d3622ba8e87f6c85c23d9a622dccbe49e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2812.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2822.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2822.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb2a4e8ff881c59565f40006cfcbf64c7e631df3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2822.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2839.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c5cf48616951dde6370070fd0c1044579810fe55 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2839.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2845.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2845.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84853b60556bdb8c5c672232ba82477952b4987a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2845.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2852.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2852.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c45e2c47c1ea25a79a71f99bb7e9d3b9b2dcd706 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2852.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_286.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86229cfb500aa825b717693c8d64ff9903705c24 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_286.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2864.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cde17e0037aeda8eca8e98472beb479c50703b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2864.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2865.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2865.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90a914aa6920205a6bd3efa8cb7ed02cab27c1d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2865.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_287.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_287.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bffa9777e8db7fea2cff714e44335cd64cc2a62 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_287.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2871.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4425c80a0f3e0de7b6f6b75344353f3970352651 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2871.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2873.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddf061111a4618c2ac1dead06d61b4b0c5407ed0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2873.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2875.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7b86ad7c3fcc51a8ffa359ccf747b41f6f5c769 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2875.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2876.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b5f6f7e644dca34ea5c892f52025a2974f7a273 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2876.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2879.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79aab2fbe95fb6ba638d303a706515df23c93223 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2879.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_288.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..600865e1d28965e0cbcf14eef8b6705a2a5fee0b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_288.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2886.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b594ad9b2235d221dac75afa0c680e6bdbba47c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2886.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2895.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e4a5c304e2a3960495482095ea6e19185b58bca Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2895.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2896.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4069750cfc6f191078e94f6197befaa1a5bc5be0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2896.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2908.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2908.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b36bd575313c9dc31c3c09f51855749a9530d944 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2908.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2912.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2912.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86f97b698eeb830d2f7e212a68941d18f35b371f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2912.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2920.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..350f8c131a2dd3a91eb01c0d9e79267cdf110c58 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2920.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2927.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2a3b8ce909fb5da2632981b8be000f1911f1133 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2927.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2932.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2932.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a5aed1a557530aaea02f274954f3e413e8c72c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2932.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2937.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed1f67e5c1658a40d89b6fd52ac183b6583f5686 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2937.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2941.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2941.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55ec536604e392c29f652810622167c72787e51f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2941.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2955.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2955.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aafd73adb221c49534aca164cc204a504177e761 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2955.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2958.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23f328f9dcf95130ee2592deb6ec61eaab1fcb25 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2958.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2966.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95c68c1a3caaccbdc22e12702096f8cf1bd5b12e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2966.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2967.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59e171c8b5b43bdb18a0b75ad4a5a9b2615b2742 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2967.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2974.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2974.jpg new file mode 100644 index 0000000000000000000000000000000000000000..195bebecb6ecea50af3d6aa398b49d5ab109e8cb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2974.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2978.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5ee54398fb8463c8612be8a4cb16b76d80e637e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2978.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_298.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7cc78ec95a9a57beeca05a7548447f777eccd929 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_298.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_2993.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_2993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e4333bac58b8389f32bf7ee9d85906d76229fc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_2993.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3002.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..923fcca82bc774c3466c6b98bb8fd9766b527c65 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3002.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3005.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f69592bb0360dd96aca881e076c3a16e92d1e517 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3005.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3010.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6bb8b83cd23beb239dcbf150120545918c10d17a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3010.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3012.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3012.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c44b260387f965386789a9516cd3f10593ea383 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3012.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3020.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3020.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90d688ceea0bcf6baa18c6bd91e567d06c682934 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3020.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3024.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6d28006ca1d65174c2a50f4a1eeb9d2d615fb9a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3024.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3032.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..216355fdf6c072953f30eb06ae6eac3baecfbd4b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3032.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3035.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3035.jpg new file mode 100644 index 0000000000000000000000000000000000000000..931c4e1e28b55cbebd6615a199577bdcfd51c79e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3035.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3037.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3037.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce63f2a8a89aae219f3f1aaa4447987133ea6966 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3037.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_304.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbfbec9766980a59cc46ffe637a22e52ab80f3ad Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_304.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3043.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3043.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e276228968a442b673565f8ded51a7c116dac00 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3043.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3046.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3046.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca10dbcbd6690fc2f90ccaa2702b49804d3528fd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3046.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3049.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bac2fbb201609fd6b02eaf5f716860bd7da7a545 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3049.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3057.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3057.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac19f4833baceef5c0363b1a180099eda768c47d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3057.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3065.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3065.jpg new file mode 100644 index 0000000000000000000000000000000000000000..729f857894b54c2be266afd3f0a376d1db6b49dd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3065.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3070.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..907d893e2fd037b12606ddbfe2a26eea388fbe7f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3070.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3072.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3c629030f5a045255180234fe76bf890ced5ce0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3072.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_309.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13d1a03af23617ca1f225413ad0238281c8596ad Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_309.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3095.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e9b3a3b8488af77924bf469efa52c62bfa12e5d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3095.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3098.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3098.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f04d983d8ea97dda0fc4074f6184c34371d83475 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3098.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_31.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_31.jpg new file mode 100644 index 0000000000000000000000000000000000000000..934012c20b29e9bde96739c2bee66f6320492cca Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_31.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3105.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f16ea73ec398617dd1eb236a2c06a8113b599b48 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3105.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3111.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb029adadddae8ca56601013243da0bc5c6a5065 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3111.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3120.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3120.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55f13a85be892c6d30053f4e8ae76d63d2ed5024 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3120.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3123.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d2d2782cda3f19f4519e42305693e57474007b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3123.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3137.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e688d7b7612b192a1f03b6b14ba61755cf753822 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3137.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3142.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3142.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a77b240fe32adc094c73082b17f023f64077cf3d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3142.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3148.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3148.jpg new file mode 100644 index 0000000000000000000000000000000000000000..494cd1d53f27229f08db13a5933d90e13fb4e6e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3148.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_315.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68f85b8cc29a1d9a35098b3892acb3f7be54095f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_315.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3152.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78d3f93ccc0d51fd881ee09bfbdcace3983e4028 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3152.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3162.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..913ebddffa24c11c1d7c522ae9f325ad9eaa9730 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3162.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3165.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3165.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90abcd51a8d5231206e61fa13a9553b30041b95f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3165.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3169.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4175cb2eb527d59a21c7da66581446b9019af06c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3169.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_317.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_317.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aba32d98a3673c14d035800fc9048707e083a175 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_317.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_318.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_318.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58111ea038a9ab4322dce94217e376710a7699f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_318.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3182.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5516879f981eadc94bf073448fc342bada429ac3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3182.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3194.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..783ebd2105fe7755080cb6b410518449835397c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3194.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3207.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3207.jpg new file mode 100644 index 0000000000000000000000000000000000000000..945e07b4bbef964c9278d53dd7e91920e98a642d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3207.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3212.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0610174509852fb51901b6695736ba3f2535fd30 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3212.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3218.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad2c3db3166f97a980cf4188b899cb4817cbf440 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3218.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3225.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e6e8343de7e103af57801e7302f9e99e96283bf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3225.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3229.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..008d283b222293bee7b2bd603d44d59cfa1d58a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3229.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3236.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..990b8e9a955b7c7ad7d6e25711d7a81ce9eb9c7a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3236.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_324.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_324.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f15708b36019ac3218797da88e73cb865b602c9d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_324.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3242.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..897ef4f40b76baee08a26ec1ca741fc63fe9189e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3242.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3254.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3254.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afb86311a9bb65770bbf08cc0285d1c7bcba41b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3254.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3258.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..552a02324b0b29d01b49c156805089c973fcf305 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3258.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_327.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e29ec050eb9a280c33e7c481d2a50a71da6f95d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_327.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3270.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3270.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61e8d4659e02e7c8a5e0088b87a761624423071b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3270.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3277.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3277.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add6768d35f9bdf609742275e2173e94f1bb4775 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3277.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3280.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3280.jpg new file mode 100644 index 0000000000000000000000000000000000000000..63967aed32090c6c814d53e3d9fbe9f918df62b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3280.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3282.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6decaa2eebc9a24a3b148ad7be1ebd00d0acdc34 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3282.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3286.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..405d50086deb487374f1ed5186c05549dfe986cf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3286.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3290.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aab48d05fac015aa18b4f6dbdc4315c024ad5c03 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3290.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3291.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a443e67b8890568314315c115b544a6b930f51bb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3291.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3296.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3296.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfca24bc4e743107ce7063d36165027093e145d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3296.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3304.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09ad6a3dcd6f6e0bb7f39bac22fc38956acada58 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3304.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3306.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10090893b5b286ad16e342bc3b5891fc7583b640 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3306.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3308.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3308.jpg new file mode 100644 index 0000000000000000000000000000000000000000..51b2b3dd223cdf11c44c5e1c6dd21f15612f6bd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3308.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3313.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7dfe4d6bef2904c75307d23901c6000954d4765 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3313.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3323.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7d0799ab8940328569953f739470a85df13218e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3323.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3328.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8b3dfd5a30a3767cdb564780910dbace7543188 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3328.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3350.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..364250e48ebee4ab03c3c9a93e1485eb8d8a0d8c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3350.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3351.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3351.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b4a437c13a92915e4f7addf97299b1d8dbcf79a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3351.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3353.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3353.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d0c5b065fcb26d3b98adfe3125971e065183c4c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3353.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3358.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ea4476c59d5abb95f8ad845ca09d97f267b3dd8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3358.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3360.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3360.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a09f98585c4bb7c3b4c5a657a0db91d19367a094 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3360.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3367.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2bec09dde5e7edaa0d5b1b2403f8a106ac5f8460 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3367.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3370.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93add043ffb92b8e825089453de9aa62a4757766 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3370.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3372.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b2e7ba52f9a765ebbd586b995ffde1ca9e6a8449 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3372.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3381.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e553d7171f46c52b4d20cd3bcf48d103a7c7dfc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3381.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3382.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3382.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd2708edc90dcdcba38678d3adeb2383627e0d03 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3382.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3383.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3383.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d921da333e8060dab3f90939e243cd77996e82b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3383.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3390.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..602f22747d5944604695378e18857193e8c8f039 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3390.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3398.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d69fec63636f31eeaf434c83aa98d1c13fdd4834 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3398.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3404.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3404.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a2962e69b62c7258085f5d776f2c98e97ee4981 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3404.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3412.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..655b7813fd4b38b33871ef7d2e2ca774e39fce51 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3412.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3428.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3428.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c402a0a0ccbc2896f0aac1d8c70d0c66f0f5de0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3428.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3430.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3430.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81f0e728b514928b42d0f02c416781cb2699ce74 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3430.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3432.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9532cf003e076f0388967570e4f7ce23affc1f76 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3432.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3439.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7584adb48ff8924bcae8dbcf1cdfa81a2027d6b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3439.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3441.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e98866830ff8ae495a49b2223181caca09e01a5a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3441.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3461.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20ebab5730d94aecc0a00194b33d3457474e7fe8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3461.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3467.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3467.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4eabaa6d2cbb2ad15b6a03be8aa35e02b270431a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3467.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_347.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a813d71c2372b6ecd9ab60940ca125a0d76491ef Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_347.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3474.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..126b4f9efc169c76e27ed0be0fe5d37be7dfe1a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3474.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3475.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3475.jpg new file mode 100644 index 0000000000000000000000000000000000000000..640850c6f56ae6a0d9c7336bdbbc5a13ab46cad5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3475.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3484.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99ab985104de6ff80d79f0e78376821808d39dd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3484.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3487.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dae5185062b143bf33ba3c3e147d9e1e5bffd96c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3487.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3490.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bdeb30e739d61626078dfbcbba11513880e3db0a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3490.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3499.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..29e56d4c33deed117ef0858d73ed862a9af78181 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3499.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3506.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1428472f215a23c9f2f5e7beb90cc1fb7fefba5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3506.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3511.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87c56b4c4a8beb25631c507e3f191ff96fa3bb45 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3511.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3515.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c0c49e8bbfa644bd371dd07709d695b41063c3e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3515.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3518.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2be8d94032468a93909784a480d0e3f87326fd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3518.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3523.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d601dbca61114791d52de5b8aa45750f7da49935 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3523.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3533.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d291de0d821e31e03b703febd768e64d4f8429ab Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3533.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3555.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3555.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78f28a6308cbf0063f13a8cd0517c6836e5eb871 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3555.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3556.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08b6c5b45bb90930ca89b39e4c2ba74167e1aacc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3556.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3559.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3559.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c294cb946500caf58b2d375e747411f90db71b6e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3559.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3560.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3560.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a394a54842a3e08f11af73b89a4fdffacc12c505 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3560.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3563.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e7ad6e287af5ae71fbe9c48131f6cc68eeafd14 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3563.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3567.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7552e486eb357b35c942c1699b334918a05c37ae Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3567.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3570.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3570.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93fd52ac6ea3b2bb9ea2449b0a4655332d8ad6a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3570.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3585.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3585.jpg new file mode 100644 index 0000000000000000000000000000000000000000..452e27bd8dc92de632cb9845d5e32f1eaaffe7dc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3585.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3591.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ec2a905c05cd3e7c579d4254251d64e977b0b149 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3591.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3600.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a460623fefc83fdd6dc554202ba3e4d42bb371ca Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3600.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3604.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94d00be6477692caea445d3ca00a40a710e1bebc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3604.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3608.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..341373e1a7ac1bf86cdca5679fe5b8833bad0568 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3608.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3612.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4c44279fca9251adb7ba0dbbde51dbd08ee46f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3612.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3618.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cb63140545fdf585ba3fb912546884ea0cff437 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3618.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3625.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6789116dc30b6486fe1d574ea43686f67c0ce2e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3625.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3635.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5a8dc0a67fba70f9fdc92bdb0ff5e48bdee3120 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3635.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3637.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3637.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d39dc2e513855a74c4156c5ff45b491d0d007572 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3637.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3665.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9f31b7e8d43adb0139c5889a949e710691e169d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3665.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3667.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0190fc9c0647c4c351bf6c7343d707fb1aec6579 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3667.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3670.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fd88567b090cde04ea49cbc3795879369e28985 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3670.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3676.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b89ec51396a1fc1114b741475401dd75adeb8ea2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3676.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3689.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3689.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a18200acc7ef521687ad9021463f3da8800005b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3689.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_369.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb79ff058f6d8f8616153e9e3771dc44968dc1a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_369.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3696.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02f06e59c8bf9d1afe4e347466546fc552effa81 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3696.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3702.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3702.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a6cccb7cf4e475326e3190bcb0a86c88656f0d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3702.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3703.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..094359148d06efcdfeb3a779eee21449470dd021 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3703.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_371.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_371.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a237b4ced30b7a587d613634e24cdd53d87391b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_371.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3721.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3721.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae064e35a2d456855614b9463cc02757b92c4725 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3721.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3739.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..58bf87da8b6ea66cfcc96b10da13e62a60362fcf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3739.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3742.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fa272ba16bd1d34d76d92872bf5a749ca236998 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3742.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3743.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..37b84572b517d8003965b08a4fa28cfbcee85cad Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3743.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3766.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..53923164db2c0ed1b9c79a7ce0b7a98f85a583ef Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3766.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_378.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d509737d7bc33fc392a85ae8487f1f848b1b20a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_378.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3784.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a38964151d55c63fa9a9436d8b7d77db984bf81c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3784.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3785.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89fe3124c5bdded5c8075d4544248a1295166e77 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3785.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3788.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..95acf7c607978c184617a1293d54263c8f8f7ae3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3788.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3796.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3796.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e726c481d3d69197ae5a730211e16d4410739b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3796.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3804.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c163ca2663f24bfc4568cb749a067dc98bc137cd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3804.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3810.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecfd5d151e183fbfa780b239b83be54b402a92aa Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3810.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3816.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3816.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33776c562d37f352724779717b2db316eca7945e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3816.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3817.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da4250a1b7a2f2ffc6f84d2749a95b651780453d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3817.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3819.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3819.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e403135ad940d2a2279761a06de3ce1ab497af84 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3819.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3828.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67549381437a5b8673d329a8696e7c54bd835330 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3828.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3831.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9750f4f56897c673bba111a5bf715659b958ba82 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3831.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3835.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d5b8cc9c8fbebb22f469fe268f4e487e77c20b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3835.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3837.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2716e3b6b632b44a93d8051a18bde680540dfcf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3837.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3838.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7509d7090a1386a92c56643a2fe034ca17a97bce Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3838.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3841.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3841.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ccde8650d9f5a16ac2b64f8a00540dd61586605 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3841.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3844.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f398f08a13b5661298c2661712d8e2b0d06013eb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3844.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3847.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6ea2426f411df97c8efc3ce5cdaf3f6f1363865 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3847.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3854.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b39678593f020bc6d5a85fca9c41ad5ff9025e8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3854.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3880.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3880.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c396d919d2b7226cb241582fc9ebee69cd181bd4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3880.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3886.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3886.jpg new file mode 100644 index 0000000000000000000000000000000000000000..157ca572bea29b092ece489a33a74c8c3c8fc256 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3886.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3889.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23a77975be7d39c54f3b92824a44afa812798618 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3889.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3896.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3896.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e29e890deeee1e9d81501d43d0132d4db6bb2608 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3896.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3900.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8135a8a93767f30493f81b5c0f0f1ee20d1f7ff4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3900.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3907.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..879e86214c7758536a29556e87249165438ca65a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3907.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_391.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_391.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44c93e506347a1d33620524d769f82c148b5c58b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_391.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3927.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7134282cac1d14b35992fd9300521b3e3df7dc82 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3927.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3936.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3936.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db5096a234e78cfc8959ad93fdf5c3bacded5898 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3936.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3942.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3942.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c243954c21d0f0faf1f26a4d14a95ece5af62c95 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3942.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3944.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f90f790bcc044d0fc90dd7fc5f665f3f8447a222 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3944.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3947.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3947.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcf99d5e939ccfe7d74429d5f7c0e8b1d29eb257 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3947.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_395.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1699e7ff400df346eaabf7394a826a777ea0b38 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_395.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3953.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3953.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5c4e47c93244d6b4fceb2e80d389eed1e87374a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3953.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3958.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93ec76837a4148407414c258063481a31dbc5dd9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3958.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_396.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b94ba0db94460c8869389e2961503d362b47bda Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_396.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3960.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85845f309d7e7c847f046bd9b5f2092b1af11d82 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3960.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3965.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3965.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76e3c6b64356e80e169895ecf559efb04860d745 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3965.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3972.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..acb8ee2712fe602e781d2bc4c2faa754a184f5dc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3972.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3976.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca3928cb86c46fb23be448dc5a375b080c04b87a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3976.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_399.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef8bd61705d69b0492ec763a7abdd82ff64f551a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_399.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3995.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3995.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ca82473cfff9bae29c01b2e12bdce99d22d4ca1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3995.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3997.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3997.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9266ada32544284b60a933ee7885e61e816def3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3997.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_3999.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_3999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e41051e80b4b5ab248bd0d9d08c5c714d77778ee Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_3999.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cece667cdb5b761f010f9da8a416bc27783e96fc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4002.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4002.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c3f9c4a00a5f051a5d1042b42308fd4a9bcfcdf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4002.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4003.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4003.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ecdf8026e1365c32a7be7493f9908c2b3efa1d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4003.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4017.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..213aa2c41ef5ef9ae7ad7cd4fa80c11a5035459b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4017.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4023.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4023.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98fbbc841cf6d139ca8ef9e69b29bc67f7be2d20 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4023.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4025.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4025.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c3e3074e9982da397e478acf7c4a3bd4579f99c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4025.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4029.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dca2f6ea49239596d6e5347ef3ca746ba482cd81 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4029.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_403.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93e7e09028bd182cfae79988889a77b1cff54b5f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_403.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4030.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca449b1693e674ab7f9fc111c750a58a45bc57b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4030.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_406.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b952fb978c7404e7fc4049500372c82dd7143754 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_406.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4096.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4096.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a99f57e34cb55f8cd3f27a91d8f9afce45d0efb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4096.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4097.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0ececb3765462a58759d665413c357a5e4b0369 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4097.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4107.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf29b01af63cd7337093ec07db2e787e8ec920cf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4107.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4108.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4108.jpg new file mode 100644 index 0000000000000000000000000000000000000000..546c64854572386c13fdaf19431c9cec17374baa Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4108.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4111.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4111.jpg new file mode 100644 index 0000000000000000000000000000000000000000..872ad451790fcc3ad996c2610fec7f18c72495a5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4111.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4113.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f76df5434afd608653425d41b5cc057e973cf17 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4113.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4126.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4126.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74dd387e6315b4e9c23ca95c6559ed584a544c43 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4126.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4147.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a720581d8aacfe2addf2fb7a17660ea750e94cb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4147.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4153.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e2eb919d4728c852e6c8af84a029934e564569 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4153.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_416.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e64812b3b4a1cb5038daf0c9989a4581e515f0e7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_416.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4162.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f70bf36e009f593ae4c7e8040945ac8cbffba39d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4162.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4164.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35823ce39bb462678acfda927205f1c5adbd4414 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4164.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4166.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6643e1abc04bf43bd4b5e4758814e6a0a855115a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4166.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4178.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21e023875bdd064ad104347af02d68febb7cc253 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4178.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_418.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_418.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d61c059d6dc26b3835ad6a7105d99375537faa9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_418.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4182.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b4ce8be8022226c8fc3f8fcf65c76d6d5c3e73a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4182.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4186.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4186.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fe1a2d3c3d5c9fbe8c83e23c2bd19cc072feb0e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4186.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4194.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f8dc175197f6ecd1f09edeb56b88bcf9c9a07d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4194.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4197.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e38ac9fc5c788e63ccd5773bfdb617309a81f0c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4197.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4205.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4205.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3ce8544d61d77cbf9f2cfd715ac85a1b47d726f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4205.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4208.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b73289416b4f067dde9654eb8c651d050a255510 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4208.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4225.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4225.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c336dcc758742d725f36a404052b88af31b2334 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4225.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4230.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fdd9bf27a178a74b508f931f6b145bc5d648dcc1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4230.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4235.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5379624cdbe90f0239dd56f20009259fadb1139c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4235.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4257.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7d0b35438ea1fe674c109f7562a1df097892c529 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4257.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4265.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..665f92d90b9af0acb37999fe5118984fa902837a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4265.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4283.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..685637123821b9ec055d21fc2af464831e2a2132 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4283.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4322.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4322.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f352b34325aebb7a528fa78fe52f98d6f1a48f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4322.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4337.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1aed1a6a2702277183011047a49c47064d497e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4337.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_434.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4f674125a956fc2fde3483696032c5b48e3f26b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_434.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4341.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f443844133c29b2ef5cb704c4252801846117808 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4341.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4346.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8278160f1b0de66a47b12f4ea8d47bd66674e434 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4346.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4364.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7564cc2a61e4aebe1ff87d34c83f942f41294c45 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4364.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4368.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4368.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7110c5e74491ff8675237d6b8a3ae7910702e531 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4368.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4378.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b11454e71b600c41782d7bbedeed4375875863c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4378.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4381.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4381.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8fea796b73626627f73ecf0ab7e4776c7e5f7e29 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4381.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4384.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4384.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee0fdd4ad6b4e9e8f95b2f9f65f3b2e5ef5c2e4d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4384.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4386.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4386.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9ceb4639bb3bd9d90f5b7d40fdf004361d9d833 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4386.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4388.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4388.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b3f94c9c853766b660ffaeb7fb70834cccb97925 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4388.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4394.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2645610a467a662d48c8334c3181044ea97c73a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4394.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4400.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f05670db6bed116dcf25c3d2d1ec24119ebc2f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4400.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4408.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4408.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d388ae8c0992a43291501db78ec519cb45ff480 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4408.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4409.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60f056bc142aca3e24ebbc8089abbae09d345d7e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4409.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_441.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6251908eff4bb52ded90f9e5c98476f88476ee87 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_441.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4422.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a87d42b0e8941cf1bc66c54041491ef30341979 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4422.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4431.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9e19fcab6533efaa83801dc5a41fc0a8774b1ec1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4431.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4433.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4433.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c4e2389384b55fcaa916d8eaaae5612534542d3c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4433.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4435.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4435.jpg new file mode 100644 index 0000000000000000000000000000000000000000..74c375555626ae70c3f44a208d787ea6957485b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4435.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4450.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4450.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb2de90e26312da1a259df21c9b8acd7aed49e4f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4450.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4468.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82d3e7cd1b4cc00749783908e731d3f325a3e691 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4468.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_447.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089a3ea537d23ffb560cbce4b4ec18759cb705c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_447.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4473.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c36e94b717c16e6ba5f1b426b0af9b2a9f15ed7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4473.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4491.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34a64fb5ed576050f9ed526a841b731ab329a5ff Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4491.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4492.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..656de1dcca0a2d4ddb1714627d870f6cabb57aa0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4492.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4493.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..744c3e2faa781a9863e97a598607ef9aba54b24e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4493.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4504.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4504.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d873107efbfec780cf612ee0e6256463c1cc4d29 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4504.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4505.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f091d96a981e9611739f900a75ace3d799bbb27 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4505.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4507.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4507.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c5079dbc4465cc33ebe038cb9e00ccec7e6b28d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4507.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_451.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_451.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67e61b914d1d7d2b81121af32d4e0cc8a8405aeb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_451.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4516.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4516.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef1c187d0668e5f976a1149d00aa0d58124640aa Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4516.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4526.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..720198e905969cb103bd54fd473e80b1230390f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4526.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4542.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4542.jpg new file mode 100644 index 0000000000000000000000000000000000000000..60c94e9c26e0a6824288fdb0e6a07c4e26b7aea0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4542.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4556.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..762dff4f9fc1187cc780eec3188ba10758069dd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4556.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4563.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce52fa7b6a3e735f33542464ac09ea18cfec29f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4563.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4566.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0554344f065bd94d2411902a28c7c530ff86786 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4566.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4581.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca26b2c00587c126e3e6737d7b3dcc3b9f32c072 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4581.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4584.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4584.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c2a02350dd99e0d230ba697cc554d9ac1f81e7a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4584.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4591.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a5d0a9bc569807793b7e2b4044e998e64037f18 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4591.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4592.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8a745e9c0eaff513860357d9148397e7819bf32a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4592.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4597.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4597.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f88c3613652d5e5842bd71e5c285b38f89376a72 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4597.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4599.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7a5b47f42ebd09ba73f93dfd87fa878972969c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4599.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_46.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_46.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dd7f1de83c658aeb656cf762cf0af944f3626eb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_46.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_460.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_460.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0badf139b63e364a22cbff117f284a4ce36e142 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_460.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4612.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96cb7c43efcee78cbbb8fb621fdbaaa7e0112069 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4612.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4615.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b6c397b34d3cbcffdd870d37d5d2e83b71b9c41 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4615.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4618.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ac6403f7043d14e66d6c455a1f232ec3a7c48694 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4618.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4623.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4623.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2d630c677c7045529dd303c872ef7ec3e145235 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4623.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4625.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0977e7aaebe2bb549fb4fe6323890e8234eadc63 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4625.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4626.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d4489d3718cb6f0cc7cf1dbc412a85ad3ee63e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4626.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4627.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4627.jpg new file mode 100644 index 0000000000000000000000000000000000000000..716516dc9c232dcaa818d9bdcab96c460ba6aa19 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4627.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4629.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfd2ed5dc06e04ed42de70c67bc5a7daeca842e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4629.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4632.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f31ed244970123b588661d24e3b6e71ae22e779 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4632.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4638.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4638.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd243428d536a704dbffa80727e10138bced7f5b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4638.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4648.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08f57770c3ff64b0d429a09d97acd57f34015aab Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4648.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4649.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..32ce18d89601f5feed4d276467a9fa36448c060f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4649.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4651.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4651.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b4905c51e9794695108f476bdce3d77a3312440 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4651.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4653.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4653.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f38d07238e1a3710d5cbfcdbd24840b2d901bd5a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4653.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4655.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4655.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7257c2cfdd309566306a98461a1541f623705bb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4655.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4657.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f60746ed2534eb0d39c746c0066ceff170cb27b7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4657.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4658.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..202cc5ef747eb6c7a52eb191472c425e331e7574 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4658.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4663.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4663.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b64b9e04fad801d778df960d65261aab7d0e99fb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4663.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4684.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4684.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25d2a5105279e02ad13518202cea0d7357aeeb3f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4684.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4694.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4694.jpg new file mode 100644 index 0000000000000000000000000000000000000000..639a492f0aa93785d8dd03d64998c42595bc1cf0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4694.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4700.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..babe0ef19f202f448de0c584c65b50257bfecf49 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4700.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4705.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b6d1aa6f57aaef6b24ff2744eabf376b9ceefa7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4705.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4713.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4713.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44fe8862722bbaf42f99e33209ff94c0f607c388 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4713.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4722.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4722.jpg new file mode 100644 index 0000000000000000000000000000000000000000..023bc2594419c6548ea353b6cfef31e08c3d2117 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4722.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4728.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4728.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa18c6ed9ca66ea56caa0f514014ca7fc25fc4d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4728.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_473.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b1cc8a2f99d5b1b0e7688599cb12331aff9157c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_473.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4732.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0cc173c2ba3ed0c5429858e08b5f82ca4fac30e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4732.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4733.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4733.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93749f3e2c337f0e97e635d466d83a0604fd95c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4733.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4737.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4737.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2de25dff462a17823118132dcff9443bbd0fee69 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4737.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4745.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..808816488797bb72b5f3de79a945a0367ce8b84d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4745.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4747.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb928a9ad25303a4d39baf443fdc03669b0df28f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4747.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4748.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..61ff7f1421c842e1a3b5e68150086bf890b9fa33 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4748.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4749.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4749.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1575a376faf7cdb2d3d3cba30eac48a2f169c901 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4749.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4752.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4752.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f30109fa1150a323caa9de4460def3a9ca0f2a67 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4752.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4759.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df6cd1d50d05114759981e751d4ede7310618070 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4759.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_476.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02f5fcb2d8e34b2fa3e004313cbaf0f32aa43f58 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_476.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4765.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..34eaff3776e02119b7e616c4e8b36adfe3c42352 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4765.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4767.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4767.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77d053f89c3bdf82651bc0d69a52b7990cc2e5b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4767.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4770.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b40f7f6c74f4f1207c17ce14bb16302de5a9c1a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4770.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4776.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4776.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a809e3b4f1103897077f2e9850eb20591e50ef3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4776.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4784.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba40c4906303e84fada90cdf1d2a9be989b8d9b8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4784.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4785.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..190d81393f469ccfa3e770e7b8949e5ea4815441 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4785.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4795.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0734e22f2d8641f496396c47fcbbbcbb829a9cf7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4795.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4797.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ad69850ad147398959187f31361a26186411025 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4797.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4799.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4799.jpg new file mode 100644 index 0000000000000000000000000000000000000000..159ab061e11c2c2647cea700a40a1769f725155e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4799.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4802.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4802.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0de17d6c2f666f1470daafc461330dcc77ebf878 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4802.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4810.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4810.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fa1fdebad42d3e42aa715b5cd9c53ef257fda043 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4810.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4814.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..89d401bc125308b2e30fec117c7b987ed747fd6c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4814.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4828.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..343e528705087a8fa4253d02e12e8b4f9e0672b2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4828.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4835.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6dcc2d3c6e4b8a19cb49378074939fa85005931 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4835.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4839.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..385f22404569c8ed7da5c0ff6e7b6028c3515789 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4839.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4843.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d5ce00b82a93811ad01f5ec6ff6de175c38892b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4843.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4854.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..057742f96d41e604ecc1b787e2002d8c33d70005 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4854.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4857.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4857.jpg new file mode 100644 index 0000000000000000000000000000000000000000..857224858940783fe339ce4123f320d90ef652a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4857.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_486.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_486.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ed848c4f948328c974f00a84d3d0ebde1cbf505 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_486.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4876.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..464890c97b22b497aba5511e9708ee90b86178ef Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4876.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4877.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af8c0c81aa3702f3c4758e56b20bd9b064213e1f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4877.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_490.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..47a3837157c9e474f536b9d328f3f7ecc4625325 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_490.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4900.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19cadf672eed3cd50a7a4efc8fcee66eba2408d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4900.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4903.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c370ea370100cd0bdd74adcd2a36af633b7bac8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4903.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4904.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7d5848e6821e511b2cc5cc3899d7635078370fe Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4904.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4907.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b143a5fc85404710c05c01bdd1419f6d2ccbbe54 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4907.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4910.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8473fec3a4735fdeec38b76f911c4efcefd36047 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4910.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4918.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d980d516162db8421657581597d2e54f16d05e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4918.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_492.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ee72e3fbec9125ea0b4ea8f3cccdac5ce6e4f764 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_492.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4928.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a56f263f43ea28ff42937479cc1972690bbec42 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4928.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_493.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_493.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81594ce10c28034c98fda2c9d7bb297d0c07f933 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_493.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4934.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4934.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ce6e957a65cc5a1630482742d5367f44a228ae94 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4934.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4938.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4938.jpg new file mode 100644 index 0000000000000000000000000000000000000000..beba75521ff598296cb87ec9425e1c82663f1efc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4938.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4944.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..823c48a3dfc472cef896f8e4a79de7004377e692 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4944.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4946.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..30f7b5f84a3a82e24a84de4756871674ecd2eeb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4946.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4948.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8767a971bf9e58d473b97f8192bce2433dc0ea9f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4948.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4958.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ecf3c43c698a85ce5654989d839d6eef7f3629ca Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4958.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4969.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4969.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1358ba048d3eb8f67380c8c70b765aaec8b67edf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4969.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4970.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c2105c82693c9bc8b5b28b84d1ee39ad89f9a31 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4970.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_4986.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_4986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6590adeb748a19d5cd77bd2f217d85ebe0b66390 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_4986.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_505.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7861e2c77c64cdc0461a725ecad29010a7eb184a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_505.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_509.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e12b932dd5b4455cc0321e7c6759ae4c4765b0ba Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_509.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_511.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_511.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d22854b3b24b44abd1aa28cc253fdaf77890f91 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_511.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_513.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c22f07dc62cb344848e2017124e443da54b88201 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_513.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_520.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..302d160a43b273be043a557b07f8f605a119c232 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_520.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_525.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09c086a868a0161b66c7d3610efafa674c799139 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_525.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_541.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_541.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc23e55b2092a5b597b97b2c327a20494aab6ae Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_541.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_546.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb18f7cc9e17b92a73d88cbff0af97e913e2d29d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_546.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_548.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_548.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d46a5bc2d63985d63fc7167956a55f52b6bd645 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_548.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_55.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_55.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c626b8152078efd45b42bc07b867653a268ca4e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_55.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_564.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_564.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a805ed4a7b5243b2281bd4c6018a190538bfa813 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_564.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_571.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..55b1b7f719f926360ae708300e8b8e9b74a0ba74 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_571.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_572.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_572.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ca7b0057f34c5fbaaa349bc0bf256b50697dfb93 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_572.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_576.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ca41346608e97215a6bdc93da9fba2842e44d60 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_576.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_581.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_581.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4b07b619712e3c683495e8dee567f6587fb3c438 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_581.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_583.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_583.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4900dd0029d28da2c7a322e0b8137607a7ffa756 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_583.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_586.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_586.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d4322e8816348179eb7f0060c23c1ffd3e44be4f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_586.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_593.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_593.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f7453de9a40603c619ecf47f1fc082d59eca338 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_593.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_605.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_605.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc04e84d3b6182bfb9dcbacf025561911731158 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_605.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_615.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e2292c1590ba23baced8368bffbabe19fc4c4614 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_615.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_618.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_618.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8a4f68349187e27709f506eaad5367e634e4b0a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_618.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_619.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cbcf413872391ffb6a59c1de9218922e09be9f41 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_619.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_620.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae7460a05766bb4495868ed93a8ad055a30c811c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_620.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_629.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4718b5bed30a04138c2ce975ffb22a24df0f7b7e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_629.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_632.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39bbdc8488533edfd793b272fb7c0230051526dc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_632.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_64.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_64.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36a9c84c441d10d40f872fda9b4b0def5a7aeba5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_64.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_660.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c2e032bd2ef1d647b0bae218c24459d9eebca05 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_660.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_665.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_665.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7777e7bf131b47c0ec88cb390e6f550e2ed06210 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_665.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_666.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_666.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82c4d0285735792364896e4918e7fdbcad50fc36 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_666.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_671.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be1aaa5ec573b0589ae4903a1789bd8ee2c80b30 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_671.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_674.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_674.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed3c9d047ee8b90aefe7e1b09d9c24909301b890 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_674.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_695.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_695.jpg new file mode 100644 index 0000000000000000000000000000000000000000..829234b62d89bd0b30c06e8cfeb05b3667664892 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_695.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_696.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_696.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6aa2e89fd4ee3c95b486c1d99bd53a7585fdaa1f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_696.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_709.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_709.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15b59b7ec7cf771a7fd80efc7f478956702406b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_709.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_724.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c8c75006a8633320361931dcc645df0892848e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_724.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_738.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_738.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1ee6e857e1bf5ff0755e97739305a4f2a7de6d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_738.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_742.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_742.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9252bbaca11077f94bd340a5b8ff230e127e6675 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_742.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_743.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ad54e05ab8b7938e20b6e75b8c95b767826c7a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_743.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_748.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_748.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d1dcf84d109a18bb36242874a8d99aa1d9854f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_748.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_758.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50e2ee83977597567a448ae156387e9c40a0320d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_758.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_759.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_759.jpg new file mode 100644 index 0000000000000000000000000000000000000000..748c775647cb26e187bf413f8ae12a048f49178a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_759.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_777.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8ff9a990641eab2cd816b9b43a5e75b5885cca8a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_777.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_779.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16937d4ed5fd7b15309483a4751d079f46c21f82 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_779.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_780.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..736cd90568394676a691064d0752dc2f1ebabd6a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_780.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_784.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70ad418b03d99762051e42f0c68bdd8ada5e6148 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_784.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_790.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3d75309d6ff9aa09cecafdad06d996c3b44ca418 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_790.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_797.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_797.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d04057f1ff8b4dda481e2ef1854c2c1213336ead Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_797.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_811.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_811.jpg new file mode 100644 index 0000000000000000000000000000000000000000..144682950103a357718a3a5fc7be5d7a7b57ed73 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_811.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_814.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae0975cd80aea28a085a7684cb582e9f3e640078 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_814.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_815.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_815.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b44b969012000a333be88f29ba26590f77ea511e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_815.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_821.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21f2014dcc1c5e04bbfb5d6aff575c4614912fba Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_821.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_828.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f66c50d0e6734dbc13c07ad0bf54b60a53523e99 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_828.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_829.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3cfae4ad83fd713b23aff6fb74eac8e9bb7828e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_829.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_83.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_83.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0dc6b79c7c2f41d3377c9ff6e61f4f96b0fbf64 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_83.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_833.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_833.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88a7da17a068a9176144c8ccedaa7f67ade221ed Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_833.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_839.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a59a5f64a8189b3a1043057a6c31db4f24505920 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_839.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_847.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_847.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a14c722e1c80d34ee610df8231a159d5f2e0d3ea Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_847.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_851.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_851.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0f7020188cf169c6e43a3130dee017d8defc9950 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_851.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_864.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7db52ebe74d86d567de1c850f7569afadfb71ca6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_864.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_873.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_873.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00844aae5bb374ec6c5fd475d13672e6d146d94f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_873.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_891.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9277c7a90f3bebba752edbaa4703fa3e98f40e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_891.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_895.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..161077893989e529507a2ff04cb670047f5ee3fc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_895.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_907.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4dfc796bd14dd5dfb317d3c1902bc104124af2cc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_907.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_914.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..010e1defa3eb4f29e2b04c0196eb8e070ba5a90b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_914.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_920.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_920.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3a657f0db3d1092690648b3c9e73250540b15d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_920.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_928.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04f2d69f0c09ca7fb42d5306ed634e051df02899 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_928.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_946.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5e691c91ae416b5b3265ece9e57a17e36c697d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_946.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_952.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90b104395098a5653e1e157e53c381e123e7e9dd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_952.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_954.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_954.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5d0b62cf812803ac2af06b60883ebcfa8522438 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_954.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9615.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e9f07368bf552f5eeb9435da0a2570a96a9d394 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9615.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9616.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92e8a380cb96ae65c5c9b9f8262560f75577c601 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9616.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9619.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9619.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db3e2fd31b4f8661acd61e0cd10172c00c416198 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9619.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_962.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_962.jpg new file mode 100644 index 0000000000000000000000000000000000000000..354f148e485096d97d46bc1c770f1178ec98b3d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_962.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9620.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9620.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86580b4ba34af28d74ce868b79bdb46739ca49e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9620.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9624.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9624.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94bf5d4f3821f3e45c518408f8abc7cccae05853 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9624.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9650.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9650.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f603cc3958d8e2c68cd7a48f8f7c9e64848d8fd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9650.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9654.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9654.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6701b56374b8fc6720e4f0730593102c05f7a230 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9654.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9657.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb3c558932f611292ea1d49b57579e092fdd1936 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9657.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_967.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92f8df0906947547836b11102dec8382bc89884e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_967.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9671.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9671.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0206bdc44c0f664540d5f44b53f72420ef51b2e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9671.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9672.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9672.jpg new file mode 100644 index 0000000000000000000000000000000000000000..683c7b6b0fa69d02933854bfa11bea20bda62eaf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9672.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9676.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd2c4bba949528bd964478e4ee48d616a940c1ed Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9676.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_970.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_970.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a5f1e41cad7966a9d86e1437bae2ab572b4c96fd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_970.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9703.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9703.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d91be159aa30fc83167acaf45cc3eab07ee3e39 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9703.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9715.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c53947c6167d5fc0ee80ab03e92b0432ad513b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9715.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9735.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9735.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c765ab0de73d93a462b3e35b00a6452db90cf28 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9735.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9736.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9736.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5bc483aebf3d57549c14e5f7010238e51c8f7f6c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9736.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9745.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad00bbf1f58c9dd6612d7b830704934da97365c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9745.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9751.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..99e66f3257b5663445382d609633ec813170a794 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9751.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9753.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9753.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45101a65697434f7aa56b5e65e670c3ab9a6bd7b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9753.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9756.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33ad66cc4eee7d2f9a067253665f6fe13a8e6c47 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9756.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9761.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9761.jpg new file mode 100644 index 0000000000000000000000000000000000000000..124d13a3890feaac61770d056fa48a86a5d735bd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9761.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9763.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9763.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0567a39d1325f7e9da60b834555953f239cc999f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9763.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9765.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..858ec03c989476e871967eda48a4282a19977683 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9765.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9775.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dcc336f62396f1867a2c91b95168101866409d3f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9775.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9777.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a18d6e3a30fb3b76f5b8223f84ba5f0f1594cde Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9777.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_978.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3c6a089d76b01a544efa64fd1aeb0b48c8ed59cc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_978.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9782.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e84ff94fbe940a356d9b347e8fbe4db21932d1bd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9782.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9783.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5d50d7f553d58e5b0715461339dbc906630a3b51 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9783.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9790.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13d497380a97ed7ac8f63969aa3e37e1e2af9468 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9790.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9803.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9803.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fc6817c1dcaf05e2676058952b3d8e2b62112ab Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9803.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9804.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9804.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8eaf01c4d4cef2f7d02573fdc388ce16e9d5e3ba Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9804.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9823.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b77ebc48cbf940422a62d4f039e278add05fea4b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9823.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9827.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bbb71aeb89fd02c7370cb9a27b0c28724485970 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9827.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9829.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aeb46daf142cb9934d05a1793685ddd5c50c0bb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9829.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9831.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8468ae018b78f2da2125deba638e5f7c52aca00 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9831.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9836.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9836.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a4251d0c36eaef71e48d1f4499e959a1300e45e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9836.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9839.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9839.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b45d77dd18e1ac0a923753faa4fe30d39c934b74 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9839.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9842.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9842.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1633870f2a559842893d65e7d499505d6b950579 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9842.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9858.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9858.jpg new file mode 100644 index 0000000000000000000000000000000000000000..613d453b71f2690ee4b9548194560e7eb33b51b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9858.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_986.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_986.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d8b870a72405edd18fc604c5cf0fbe0e65e6c69 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_986.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9882.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9882.jpg new file mode 100644 index 0000000000000000000000000000000000000000..afeb1f22266a024e169b0f462a1dc216766b2ed4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9882.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_989.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a88f6d0c84edd68a3e7584080e2a7b36cd69f2a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_989.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9901.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..230218e9f2e34cfe500da0aa442495df8738085d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9901.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9907.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9907.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7843c6a2fa3826ab550b553aa0c01650e382241c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9907.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9911.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3bbebc5c08e303ef468f626b5d6503c3e14b0730 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9911.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9921.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b2364c523142cb3b6052f9423914db7f85a451f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9921.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9944.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9944.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b720ae4d606f277726bf94bc92dbb356f991237 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9944.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9958.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9958.jpg new file mode 100644 index 0000000000000000000000000000000000000000..139d9ca76ce13c3347521d965d9850cbae340137 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9958.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9971.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36f374befbe32eac283f823c5a7e316ce9e557c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9971.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9972.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9972.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1cc18ba52f73ef4bd17cefa5b2840c3da73cc222 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9972.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9985.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9985.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d46befe1556d93a1f6ce2ba88fcc9106497048aa Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9985.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9987.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..281e049fe837b9cbd3b59f626765469f3275e5fb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9987.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9989.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06c0743c439a2ddbd5c1a6d1f791eeea978cd422 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9989.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9992.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96fd8e286da05dae42fc2399205402fe30593fcc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9992.jpg differ diff --git a/melanoma_cancer_dataset_split/val/benign/melanoma_9996.jpg b/melanoma_cancer_dataset_split/val/benign/melanoma_9996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4761b4db64b06494ad57508dd14daa89e6c38e6e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/benign/melanoma_9996.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10122.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e68a73b4abe300088aac898bbad997a443778e73 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10122.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10137.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10137.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dec537b69324298a6d80cb210cf5cb237c565be Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10137.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10147.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10147.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ebaedf025cab738c366d276df4e88a0b03646f2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10147.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10158.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0f65437f9d0c985a74c1da142ecff1473245c42 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10158.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10169.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e7f3d55e4267c0f1a0be9840701dbb318f16f2e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10169.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10183.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb902f01fb358c7782e20146acde8c40c8ad275c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10183.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10189.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..192ac8fc3124d670670d839602fbaa544615d204 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10189.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10194.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..734e52b1d7b7118f26854ebc285ba9fe3898941e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10194.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10195.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b06806191995e757d19b7520abe1d335487ea67a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10195.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10196.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10196.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9f56696b8fa1a84968997c6e4dd7c9d8a69f77e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10196.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10203.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..57310fd3ee0817e16241babea5aa24bbb3bbc3b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10203.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10211.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..669c1b3fdf2aa2b0b2c942f6ea5b508f4668dc1c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10211.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10223.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10223.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bc678d486f24ad44d4a1ce7e175d4c80ed5aa092 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10223.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10224.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10224.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7e41496cacb936be3fa5f8168b74eab4f851fa03 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10224.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10231.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10231.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bb89ba96262249cf0b93088ad8947294f921b562 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10231.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10235.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07f7b75da4e4b6ad571f78ea2d43bc1f3bad63d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10235.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10236.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ae335f6ed8f409a09bf613d3bf91bf36bda7a74 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10236.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10237.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..15aef0eb386ad204c4c18c3afe2b21dae2c50f93 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10237.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10245.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d38d24ee523e7904913dfcae7d08e738bbcaccc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10245.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10247.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f466fc2f14c64b54b735b2be83d6556a86244f92 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10247.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10249.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10249.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db81c33efea513e01825e9e59e1ce58d7ab679e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10249.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10260.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10260.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e077a09946152d95081f7763abd56d4c897335f1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10260.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10264.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16e33a6ae3759b6f4655d7e7fc46117eef40d12b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10264.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10282.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3036d75d128528ac5ef5ed0891347ac8cbe581b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10282.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10290.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..028e06f618b91fb6e940b44383b462cfc517aad6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10290.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10297.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9dd40d47254547f30c50a401ae02bcba8ba1ed8d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10297.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10298.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1a789b2fe3721ff45ef238cac3520e41a38d2c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10298.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10299.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10299.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e7ce79a200b4e49d0b8802f454fa04eddfade13 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10299.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10301.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3248cf6ce421af4d639b63557627c8d208df069f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10301.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10306.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10306.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df745a46590c9c2b35e89112701566eb4851fcec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10306.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10309.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d3d81eabbecd67d24ce1cb1a4408123fd21297a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10309.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10316.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd487929b4be9e2ff447417cd698ce2b595d4aa3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10316.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10323.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10323.jpg new file mode 100644 index 0000000000000000000000000000000000000000..183b78a2140c787554c4a74963563f79b04fa54a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10323.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10332.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10332.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8065a9870845d0e7b1e4d76e9804a7438a246e69 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10332.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10333.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10333.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb298f0c8e88666797366409fe1794ede8b7482b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10333.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10346.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10346.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dad31bab9c67afdd995f9fd900190cdc527597f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10346.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10354.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10354.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7a0737e8558ec86da03aa998a570bdb6400214c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10354.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10356.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10356.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d8d0377908011d772cc1b4942413cea33a4b42f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10356.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10357.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10357.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8038075e701fd39b38c3e60b398f74a2ccdcee88 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10357.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10373.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..066218e86828b4f55fd1116cb8d227d024df9f5d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10373.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10398.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10398.jpg new file mode 100644 index 0000000000000000000000000000000000000000..273eee6653465702133ff59975d47ab095a4a74f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10398.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10416.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e150a22e382cf72f65f804b3b9dddccd1d4907 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10416.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10419.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5f052a149e2ca565f7e1865902a271fcb1bf3610 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10419.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10424.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb2dd151206c01db211cf445841a071e3611c73a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10424.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10434.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd555a4116c5868a729e4b62633b0647ef909db6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10434.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10444.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36dfc45a86fc6cb96926f2bcadb5280e9fadef0f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10444.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10446.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10446.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e3a235751d0101615deafec462537700824b3a7f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10446.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10457.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10457.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a97b704de250f101543a6d47e3b90b3f3d9f112 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10457.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10458.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f11ac41499962fa95a4b7b507e99fd70783beb1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10458.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10471.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10471.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d248e017fff1784a23c19a0621a9cbd394e6fd31 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10471.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10472.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10472.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5730c38be39c1a6f795163025812ff1355be4cc2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10472.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10481.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b8fbd48d729f51124eedc5111d42b657846f3244 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10481.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10484.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d622c1ce3985663a0d9bddfb9d277d93a44dac4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10484.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10485.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f116e8980619dd286f92ab7981e182000de9ebb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10485.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10487.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c8e7795d88a2e757693d53c5211b248f984430d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10487.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10492.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10492.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64b5587e90540740bb1498989cdbcfcf5a076e33 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10492.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10500.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10500.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35e5af44eb39f377cd753eec352c1ddf4c3de0e5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10500.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10505.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..341b32f116cdfbcb20ed4b971e008fd4d559bf0e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10505.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10506.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dbc65ac9d3bd9b6f2f531928265ee7f85a2ecdb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10506.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10513.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10513.jpg new file mode 100644 index 0000000000000000000000000000000000000000..385acc6230867d29ce9ad5ff6f5a5f4c43f8f5c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10513.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10521.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10521.jpg new file mode 100644 index 0000000000000000000000000000000000000000..69d65d55afef9c8c58b35c091caf1f25f362f8b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10521.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10531.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10531.jpg new file mode 100644 index 0000000000000000000000000000000000000000..517741ddf1604056c3d744d845af95f532701f06 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10531.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10539.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10539.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0e276f66e62a150189ee3235408b4b8858153bce Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10539.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10545.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d77b4be797b192bff456d0a8798c5ffc9d26c397 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10545.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10552.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..678a26ac052a276527a3e1dbf107ae9a643096af Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10552.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10563.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b89371c58634b482ea0dc267bcec616e2ccc04cb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10563.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10567.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10567.jpg new file mode 100644 index 0000000000000000000000000000000000000000..628aff1fc2d53d8587aeb7ce59d12084dac80b08 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10567.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10568.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5351b794e88e7c693e680ef25a4c1abd911514c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10568.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10569.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6b99938d0b78b5b756920ba0620e1a7e7367016 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10569.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10587.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..722bc1570df665ef5888412f16fa0a01c152977b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10587.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10590.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10590.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f83c168fc6eff060f0e13a91998159f20ca8b6f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10590.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10594.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10594.jpg new file mode 100644 index 0000000000000000000000000000000000000000..624ffcccc56932197783d3a1b851aab33e077c6c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10594.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10600.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10600.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83e11f92ed0e26383752f6800b6a8c07e2d7660e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10600.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_10603.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_10603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2adddef6d323e90fa8cd20e4e67a4717c0cdec8d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_10603.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5006.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7794dba5ba28af073e01245ce9b9371e29f861c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5006.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5011.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5011.jpg new file mode 100644 index 0000000000000000000000000000000000000000..539dcd65e659cac90dcb441871b654f8c9218dea Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5011.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5021.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78a0be14b63b236b3e6b8b9f58930c9a30fa9a88 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5021.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5040.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae298e0e7e4bc42284882689e608cbe290ed0044 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5040.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5041.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5041.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f2b300c02fb92b02d50bf3b3b36cb649b229ba1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5041.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5047.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11ad5914429583002f39be7b2da2e6dce7229b59 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5047.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5053.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8960c4320d2b1ec53db35559a8fcee0a3c0e5f97 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5053.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5059.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e76eac115cf2075cca756266f2aedf595a1cd2f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5059.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5063.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7899196b664961a45c03935b75c96e6c33b20c6c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5063.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5064.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e7b2c9f45968fbc74fc1dcbb40186f736aa3d3ee Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5064.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5067.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6dd09006bf93179c9859b430d0e59888200f4b91 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5067.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5069.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5069.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62bd1fcea4684f445dbb1c8bb56f9f8bbf153484 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5069.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5071.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5071.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24bb577a9f9bc9ef2c4d69d3a984150f3feeb59e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5071.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5074.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..144a1e3dde1cd871f8649f582f2f6e2356d99fd1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5074.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5078.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5078.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33630a70978903107d1a432c13f27b0e111e9b65 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5078.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5080.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..089cee67ccb2b43ce0572c1d61d1c2c97c86d54b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5080.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5085.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56d6b4706bb34ade4d67e95e691485c8233f2d7a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5085.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5097.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5097.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccee4faedf6f9355f09f0d4ee701000c07e3a6b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5097.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5099.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5099.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e30964db69b3cdd508786ed89fa46b2de4a538 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5099.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5101.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5101.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23226428272b8dde26293b15b2f6397648fd20ad Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5101.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5103.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5103.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b58aa7d3f7dd12f8806c187ef000c213c8a3d9ff Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5103.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5114.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5114.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b99bb6e0fd12c9b46355061d6ba627ab1538aa8f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5114.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5119.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5119.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af43ebbf5b0e824da7236a5fb35cc825ce0096ea Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5119.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5122.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5122.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ea18494dc532fca62dba8f3f1d0de936360b99c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5122.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5132.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5132.jpg new file mode 100644 index 0000000000000000000000000000000000000000..497661c22746aa9e9df3c1f9e2823642935e7624 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5132.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5133.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3b4a8f8871a5210eea8dcdcd3afa7af4467d918c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5133.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5136.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5136.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a803ef91fb6ac0a221b02ac4e3f95f9b5053af69 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5136.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5140.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5140.jpg new file mode 100644 index 0000000000000000000000000000000000000000..525a74cad24d2dbe5f2bc6b3f138a31d88c8aa95 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5140.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5144.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5144.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7eebdb0ae6ad4ae94fa4a6ffe0348152a0af22a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5144.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5162.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aeb63f40606439287b12549d223c9fa74fc0ad0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5162.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5172.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5172.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c28a376e26d0ffb5262f2cb87aed454b462131c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5172.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5173.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5173.jpg new file mode 100644 index 0000000000000000000000000000000000000000..047d6a8e63da6267bf0049d30a3ae0380d307317 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5173.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5176.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5176.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9cbc4825c1e32068e2958ab170be64b890be441c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5176.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5182.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5182.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08559a8a5d22911d10c6830a6b683a4162451958 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5182.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5185.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5185.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6f4f3658c41842e4aef4e49c4584959246eef812 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5185.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5195.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5195.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d4244c38d76e1ae9408246a471fd57e0bc71a85 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5195.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5206.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5206.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68eaf12010759283a8d720f730c7da56a6d6587 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5206.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5210.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5210.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4cf1cc1a686c015c1f53fb9b50c58fb8a015244e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5210.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5236.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a68f92d3ea285a438bc817213fe360db4fa5e11 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5236.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5240.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..406dc6bdd9f9108c8997031aff21ee7e715854c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5240.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5243.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a545e5daeba3b20c8b3e4ebeee0b607075431f8c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5243.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5247.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5247.jpg new file mode 100644 index 0000000000000000000000000000000000000000..760d6d713e64f72817c7f91023ba8d90cde6b3b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5247.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5248.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed2954e28c54ab49228bcd22cda5ba97e49e1899 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5248.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5252.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5252.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10a97ea797007f66699194380459abf9782e2ccd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5252.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5255.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5255.jpg new file mode 100644 index 0000000000000000000000000000000000000000..92c72e88165d75f8df646d668736414e46fe7c4e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5255.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5262.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5262.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6398ec928077e34ae6c61c128a133c654775a283 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5262.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5263.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ebe3dd09373207fea4bd82bc1da397cdd3e64107 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5263.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5264.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5264.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb4d59a09bbd941295395f7ecb519579ed225c3f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5264.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5271.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5271.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1d667fcb7dfa09cc34d939a01d4d4d20c57cbb3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5271.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5275.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5275.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cc8d090aa929fcab012fdc303d05313efd6aad20 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5275.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5282.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5282.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7ff6e02b6900f6b13d136b8862edcc4353e3b729 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5282.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5283.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c623ffec1667d6b71760001a261640a2dc7029b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5283.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5285.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..901f2f2e2868159e0fb2ee36ecc4c3322160348b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5285.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5286.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5286.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5789b22b44eeaa8e6a2c533940596569f6ca86a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5286.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5288.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50dead26222ca45d5ed520f755409f5c0672d895 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5288.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5302.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5302.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98b91849213c979bcaf1ad1e86825d5530395c24 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5302.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5311.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5311.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a6ae390a415fcc13f0dda0c634ce61abf642eed0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5311.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5313.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d3312674c55e5fa37f1e85cc7812f5e63ba4f767 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5313.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5314.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..507dc3b236aec2014fe6affdc6d7da8ce84ea74e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5314.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5315.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5315.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df3f824cbb7c7dc9021a53b0af63dea8d00789d7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5315.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5320.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8a09329c4cea470afe5b0ca80619e1b5de73d9c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5320.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5325.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5325.jpg new file mode 100644 index 0000000000000000000000000000000000000000..207ab6e4d4b2efd405ed4f0c3934f88a6a317510 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5325.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5329.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5329.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59bcafb7b69fb48fb4115324ee4df61fb893d566 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5329.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5330.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5330.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c3efe851aaf16376f05f9cd46023cac4fa829ca Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5330.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5347.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76429b82c31b8737af4cb53a2684ee0f518ae1b6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5347.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5349.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb92837b6f39c75479ebf146dbe340afb4a3e559 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5349.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5358.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4aa1d00da5c0f6df1f98ac9bc96445b018b25d52 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5358.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5361.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5361.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f065826f9608696cf02cc5cd57d48cd0e39cbd5c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5361.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5367.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e77dec9a0cb78a68792b1d0d84324e675e8f339 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5367.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5369.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5369.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f673f941e1dcb5cc3b04ebc445dc56b48e40ad3d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5369.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5373.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5373.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3107a19afc959304f85618f805c2777c515555dc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5373.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5375.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20f546da787766a839643ddf0833480a45175318 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5375.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5393.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5393.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e57560f0888cf18d1728acfe97f387f53612e061 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5393.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5403.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5403.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9d2cb8bdd788247a9b6708a40db30d5f94d67c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5403.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5409.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f77e198060ee10df7d5e32cd5ad06f67221a249b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5409.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5416.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c509d8458b5409e0b88ef5f4e2b2341a33000857 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5416.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5431.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5431.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbcd78754effc6add5458c4eac3b43471e9bb5a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5431.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5441.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ad9769cb604d8fd3422d0ebc0c921e700f9080c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5441.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5470.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..424441fc806dcd7d9508e9299ce5c0fce88d266b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5470.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5478.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..becbeb928da7d597d0ccd09750702a154f53a60f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5478.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5479.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e041cb1cd902ba6270dc4de2ddbb169203a3fdd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5479.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5483.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5483.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8cd1c15e80d1e03fc9ff4090a92f5dbf64f632b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5483.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5484.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5484.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c307cb1d3a19f8eeb0b38f6c95458b35abacdba Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5484.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5495.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9017c518df639e15c13678b8656d798292fa8fa Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5495.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5503.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7efddffeec9f352a4b9270c6d0e2571fa0f6a38 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5503.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5509.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5509.jpg new file mode 100644 index 0000000000000000000000000000000000000000..390c8a23b504f5e65b65f7906b377bc2b3af63de Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5509.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5510.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1efd106587349f917c6f397228af36028225dee5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5510.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5525.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1adb02b186e1dd87b71616e1c36b65743ab14ff Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5525.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5526.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0668c4854ab605406d7743a8a204872b1215157b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5526.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5534.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5534.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a86fc87210de7860941d7c168f8ee70aca7f47f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5534.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5536.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5536.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10c172d28dd02d37a82dd54f6bddc4e884adeb71 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5536.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5544.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02f758aa9cde8b11bdb00467cb496dc3f27015da Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5544.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5552.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bed66e37b03af5af4b23193c11ea3555ed13b54b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5552.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5554.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..48b5c8aa1a9fc9d4bf111329b78c5dfc51d3a3cb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5554.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5557.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..71fa8abc820ca24a110705ebe448eb3822f2909b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5557.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5562.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20030a93483b26424a30bdfda937384fdec03eec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5562.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5579.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5579.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2575662f335b6bce50c4aea69ff153bd8b3a574f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5579.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5591.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5591.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fab41973a631b59598e6ebf3af00c11bc01a8685 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5591.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5598.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5598.jpg new file mode 100644 index 0000000000000000000000000000000000000000..764af072b9d27134595e127d1161a22c8fcc36af Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5598.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5603.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b78054721d8596c61d9275caa6f30b4a8bfec8d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5603.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5606.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5606.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5381077a77edd97a3feb46b3df4b003a2e735996 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5606.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5626.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5626.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e70b2e44a34f5bc6f0e7500be8fcf90ff9a2d724 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5626.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5629.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..694cc59b000c6b730d1c167f40c92da2df6a66f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5629.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5645.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5645.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0535c32f73cb21af9c3ad53ff52d1f54acca78f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5645.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5647.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..da9bea6f8082bf927b06c2f674501b08455ac058 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5647.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5656.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5656.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd6d9ca3630e77d3d7fb7e286cd843e522d62193 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5656.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5657.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5657.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6a3c484bb3e866c8b633892c309a63351734a621 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5657.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5658.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5658.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d1407a48d75d7af5dfc555a6e4ce1bab5f40396 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5658.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5660.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5660.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d6fead1cf191edb30284aa0a3a4dc9b85fd802b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5660.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5670.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0610e429ca1d35ec21b8688cc8107407ccceba7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5670.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5677.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..016447a6789b30e2a82e5b4e77d6008e44358f26 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5677.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5678.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5678.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c2fc4768db7bc41e9a91a00cfc81763b60e1275 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5678.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5693.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5693.jpg new file mode 100644 index 0000000000000000000000000000000000000000..31b503b55157aea870712deebf373b16f8603bf6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5693.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5698.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5698.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad1463bc39313bfc81b276ab2471d428e3101516 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5698.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5711.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5711.jpg new file mode 100644 index 0000000000000000000000000000000000000000..deb65cfbef213adcf174af5d3003136cdb344e5c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5711.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5714.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..05990978342e20df7690162634c3825f829d42c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5714.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5743.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5743.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f45b4d71cb07d6663f5c3850ef6ae17d52b980a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5743.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5750.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..610f54c680323a9ccaa945c06d2278d8ac76cd90 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5750.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5756.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5756.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d81305b2f49ee8d835043111a4804213e4893f22 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5756.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5765.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5765.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9615bcbd336a3dbb5bfcb23d80144941ffbefe2a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5765.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5766.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5766.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1c5fae1e87085cbcc78dc5bd3a6b6b2a4c0c62d9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5766.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5774.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5774.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c3e70fc89d9430fe440c544f3e1fec471712b071 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5774.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5783.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4498b5649fe694832d09905b9c6b126d469610d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5783.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5788.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b95ed7684b24e8ebe6f610260392289651c7be6e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5788.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5807.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..67206fb17a32ecbd05d2181973f11a5114294e39 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5807.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5817.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5817.jpg new file mode 100644 index 0000000000000000000000000000000000000000..aa566b4059fcc7add514181f05008d85dc52f527 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5817.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5821.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5821.jpg new file mode 100644 index 0000000000000000000000000000000000000000..068639f6df94964212ad06ebaeaf168ac2c69b58 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5821.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5824.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5824.jpg new file mode 100644 index 0000000000000000000000000000000000000000..09bc0a840d8fd662c6f110c96029c5215ebdd999 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5824.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5827.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5827.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c30850a050948cc858b8709b3dc46771fc0ae8cf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5827.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5828.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5828.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e58d08b4bbec65d7c2323d092025381624d9517d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5828.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5835.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a762ea1bb0ebc00841c70f19aa693eeafa134aa0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5835.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5844.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5844.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2986e4054a01af0af03a4592faa1310892070888 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5844.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5848.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..28d3707d783704468172c0f486e34b45526d44bc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5848.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5867.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f09192d97b0022ef13b71a7442030d089931ae68 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5867.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5876.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5876.jpg new file mode 100644 index 0000000000000000000000000000000000000000..85c88cb70e7170d914ecbec1ab0bcfe74adc3804 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5876.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5879.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5879.jpg new file mode 100644 index 0000000000000000000000000000000000000000..422b8a26784ff6a3700179a4b7f73ff87d515fa3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5879.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5885.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..254736d2738f3515a44ff8d35ec50d10673be59d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5885.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5891.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5891.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2d79b15ee19ccc4642cdb0143307728f2ee3d36 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5891.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5904.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5904.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb80bdfff6ae6f1ae46fb4cf5e92183adeee65ce Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5904.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5929.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5929.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2f94aa9f56308ed49024ce01123b7db35b7a0a7a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5929.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5943.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bceee10e95b32b93f0c50e1f4e2daf5b945b920d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5943.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5956.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b8a6f93799e31052b39833ed8d9416d6f4244c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5956.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5960.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4583dd273d774e62284cb376e86d7ada4be022a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5960.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5967.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33bee7e59252d72e5b68cacdb828fe33ae22e344 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5967.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5968.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0ead66506b948001a5d414a904c8794e922d085 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5968.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5975.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5975.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5aa1c702373ff0a4160c61364be232dc48dedd50 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5975.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5987.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd5dd1af6a98f4cccd0915ac3ff8851bc232ee3b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5987.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5990.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..45d1384f2373fe4bdce6395e123e78d2de62f31a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5990.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5992.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5970ab94ade97dd935d982506e848e855cbdbdf7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5992.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_5996.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_5996.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf307326a1093eb3b0b9004fa9bc7bb8f79f87ab Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_5996.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6017.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6017.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49827d9268785467e7d8735bc895ef9ed67aee82 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6017.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6021.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6021.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1e8f82b2c4ae268ff2735daad8a95a0c224f525b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6021.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6026.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd341b35034d6515e7682d13307717ce7a98bfe3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6026.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6027.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6027.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06e7f4eb3cd8433fa9dc3658882e585e70943c20 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6027.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6028.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6028.jpg new file mode 100644 index 0000000000000000000000000000000000000000..33d020a00f4d05c90151dff284cd7d3a7c466551 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6028.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6030.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6030.jpg new file mode 100644 index 0000000000000000000000000000000000000000..378d03de3857b74d28c7b499df0128d650f42d4b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6030.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6042.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a287250e160a30add6c3473720276c7fd4c27960 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6042.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6045.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6045.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84eacd22b490403a2fc38dc04d3b8000dc774418 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6045.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6055.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6055.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7320d7db77e27422811f6a761bcc602b436aa515 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6055.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6061.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd9124dc294753f07f27ba199f969f708bd95bed Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6061.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6062.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d071635df41fe48bdf9931a7178ec0e02f6c8693 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6062.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6082.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6082.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b1b214f3e114da5fd1150b47a79c410fe83be37 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6082.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6088.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1da396ada38d086ddb3349715e0582b2ab19876 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6088.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6095.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6095.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b832b260f09913b422fb430e9809ef6954ec6bf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6095.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6113.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6113.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3211bfe39f5ae01822bfd521bcf2289e4b2d0259 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6113.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6115.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6115.jpg new file mode 100644 index 0000000000000000000000000000000000000000..064e6b286c9ec328589eb56a02c0dc63da89db87 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6115.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6116.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..560ddfeb03a4a636001c291cd3961bc4d731b55b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6116.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6139.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0e2dede45ae0392638c41c32c063cb0ec71a1f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6139.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6159.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6159.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bba215ba50f707de5c4ab7c9fec65c80267863b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6159.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6164.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6164.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07d202979e4aec6f7c43e78700c04691d0c36539 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6164.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6166.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86fdc4dfe8b3a401680745806a218faa0ec5e61a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6166.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6169.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6169.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46d731d79a9be2032b4889c154cb9181e30c4419 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6169.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6171.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b25f5fcc5e73010f13a80be6e209ad825c0c9314 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6171.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6179.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6179.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22bbc2cd4ff5a2f29e3dce01bb57d0bb101a7c9f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6179.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6180.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6180.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04743cc542f0651ef10d05daabe9e8c3609493fd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6180.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6184.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6184.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7bfb1826b03f98b8463853bcc8006c98f8ace18a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6184.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6188.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0520d47a4d4d410dd8f1402b1580342873f71b03 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6188.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6190.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6190.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1f9c332cf09ef1cde6d89207aaebc6a9476a0d16 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6190.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6192.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6192.jpg new file mode 100644 index 0000000000000000000000000000000000000000..24def0409c24bc4a55a481b035b2921c12367719 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6192.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6216.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6216.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6153d888a2d27c8c3419ea4ea8600faecbe06ed5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6216.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6218.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6218.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5206b99d0a60be9865cfded203678c29afbdb528 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6218.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6221.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46db6759440fc0de1188ef185cf22efa0fb8a176 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6221.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6222.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6222.jpg new file mode 100644 index 0000000000000000000000000000000000000000..12243262944819c98e23d51be44474cc8ca9e486 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6222.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6226.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6226.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b020e143205f09a92f1b1ee02ba246425f549590 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6226.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6235.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6235.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8db20d719649f9e93b11d6adc6f3faef3736f3e4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6235.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6236.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b07ac171ac5405f52deba531ce4d9e13e6471054 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6236.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6241.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6241.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ffea6def999b9014c2c0f495aa0bcc56a9ead2a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6241.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6244.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6244.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a13ea0d0ea10486c4b6e35857d3bba4935492792 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6244.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6268.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e655262a10f5faa3c5692b11a03f3546bcb6e1da Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6268.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6274.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6274.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a795cd9276ae851e420c6feb2e73481f0c8c690 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6274.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6278.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6278.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d728cf2b43e18bcd426f749bcec16eb4f211296 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6278.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6283.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6283.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fea9b0e07225c21a1248ec43ff1badebf8beb6c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6283.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6291.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6291.jpg new file mode 100644 index 0000000000000000000000000000000000000000..174a322a4244e2bb7fadd2c5488e984db19a0831 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6291.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6294.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edc1ffc62250114088bf5b9dc7340835bf5a61fa Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6294.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6298.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..508b8ee40cb1f765b320888562a68bb8f9ecea55 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6298.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6301.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00915003806e1da4c2ca6bde9de6bef69e1a8c84 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6301.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6304.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6304.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0f40cce139beded283a5f69c8bc5ea360980771 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6304.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6309.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6309.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e1de92e8e74b3ae73a2264a683282a6d372f8c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6309.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6316.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6316.jpg new file mode 100644 index 0000000000000000000000000000000000000000..76db25d8fa12a009857e576f9850209015f27f3b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6316.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6328.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6328.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae0062ed057971f364e7f41793593fd5e1389088 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6328.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6334.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6334.jpg new file mode 100644 index 0000000000000000000000000000000000000000..865d174adf80617d0e60d1f5413a14c7c6e81417 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6334.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6337.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6337.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02521e4aa889682657321e2f7f90de8e4454139c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6337.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6338.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..795e16f092a1ede52d7e672f33d63f72853fdc57 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6338.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6341.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83743ff02879b342c9521735be8560ea598354b3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6341.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6345.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6345.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20d02697f61557eaf45572ad9c47dfe009ee53af Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6345.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6347.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6347.jpg new file mode 100644 index 0000000000000000000000000000000000000000..daba1927cfdd22c86be6d9e3d25363ac793a6f27 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6347.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6348.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6348.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59c1b081466ea4b96c9b9e665e27b59222f8ff14 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6348.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6364.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6364.jpg new file mode 100644 index 0000000000000000000000000000000000000000..79294415895532f49098eff8ec6e4e489d8e6a72 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6364.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6365.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1556c3b5d19773cb3c62c73e6b8275cf04b85f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6365.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6370.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6370.jpg new file mode 100644 index 0000000000000000000000000000000000000000..846b5517c7bb4a1ee7d9bd70e19a5b67f409bf15 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6370.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6375.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6375.jpg new file mode 100644 index 0000000000000000000000000000000000000000..929002dd7d215c4a7330ec13e0d95490392a304f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6375.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6377.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7f78d9d20e20e8ed90f5c23d511564ff63e406b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6377.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6379.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6379.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6936f85da70d380e07dd461f95013ff5cd7abd62 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6379.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6387.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4504fcdf21c9f88b508016157aa2066a66ccf97 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6387.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6405.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6405.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5869f2c5685ef85037f26a282b161bfa66218799 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6405.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6410.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d228d126fd07b6e28369b80b87da8f164e77160c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6410.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6415.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6415.jpg new file mode 100644 index 0000000000000000000000000000000000000000..91caa6ba74be3bc5f43fed2ede631c5e94da5a59 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6415.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6416.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6416.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8475999b6bfaea6c1d2d183909c95642a8918e77 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6416.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6421.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a59e737b8af0b984254f3d57632caaa7f425eafb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6421.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6422.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6422.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd9334900c54f378a78f2211fb01dccaeb216010 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6422.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6432.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6432.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75926d2bf8a721ba03b6172e9a5425efd335ccdf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6432.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6441.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9092b636975b41f79fabe8ea09e6bb95c47dab7e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6441.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6443.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6443.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0074d925aca0c30e8a08dcd6b4c44281e4ac075 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6443.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6448.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..83dc814c12c5dc934d543f70c70aaf0c286956d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6448.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6452.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6452.jpg new file mode 100644 index 0000000000000000000000000000000000000000..06542c140a3019b7ac7bc7a48da4c6f208730aa1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6452.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6458.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e5cc89242345c0f0dee36cc27031f6c0b51c5b79 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6458.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6464.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8bce3209471c9f6b1aaeb5a76a60da8582019f9f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6464.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6473.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6473.jpg new file mode 100644 index 0000000000000000000000000000000000000000..422a4c1502a6251b616334b8ea98b27d3aa89d93 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6473.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6478.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6478.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d6625469779318b402395cb269d584229756983 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6478.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6502.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..273bc5188b89f2eb0040c9d93ef73d6c94b84475 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6502.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6510.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de76545b180be7a6b619c48bb97cf8046a82fe19 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6510.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6515.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6515.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb62e0664c2faa096eddfbefd963f7ab16b8d2a4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6515.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6518.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6518.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a8b717a67de9ddefd5be20f7b212e4225c99015 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6518.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6520.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..592441bd09aab4d0c6bdbece53cf53c15b690ff0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6520.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6522.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6522.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3e1aa0879400336a3a844de7710fb1593a1ff9d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6522.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6533.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..529664f7bcd165cde5051af99ff127268f5c4fdf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6533.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6544.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9b0d922452bc83b3fc77dc1b0b6b204cd96bbb4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6544.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6546.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6546.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c13ce60ac764ddbcaa1090e09e83bc067ca7986 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6546.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6557.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6325c9e4bc1298a78115965dd1b14b10b971fc1b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6557.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6563.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98f08712f839c1977ca84b6d328feaf81f26ca5a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6563.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6568.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6568.jpg new file mode 100644 index 0000000000000000000000000000000000000000..59e9a4ba13e168b279ff8384ed9c1e116dc62ac2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6568.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6574.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6574.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f3ad75e8f1d0e7604a384372931b9c9202abda4b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6574.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6587.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6587.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd4d39b8e3a81fac6f94554feaee196442c6432d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6587.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6596.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b73c942921b8f884f5e220d2f609b08fb3e97ba Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6596.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6603.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..246a9dd45fa5e8a644c2951b39333c3eb7b997c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6603.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6607.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6607.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f2ad9523e685dc592c9c381a7196540cf599dd0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6607.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6608.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6608.jpg new file mode 100644 index 0000000000000000000000000000000000000000..874a58e89e81b5db54d440d6aaf70eed65026a7c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6608.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6610.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6610.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ca77eb82d07e6a414970e8ef0c2a4bc3a08bba6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6610.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6613.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6613.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8889b96f8f21d7cfced684d48c93b6675410e2a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6613.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6629.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6629.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f741bb472ab45209fb066d2731d6fbdc2606209a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6629.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6632.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6632.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d64e7a5677016f985fa38a568503d1a9343c9d8c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6632.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6634.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9be7e2fb932722933ca6b3d0ce5d63029cb61be7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6634.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6640.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6640.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ed601162482b985104b54e76911cafc3ab60fe4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6640.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6649.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6649.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a522d36cb03b788ed4ca9c30dde09d98e9dd838 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6649.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6669.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6669.jpg new file mode 100644 index 0000000000000000000000000000000000000000..715e20515f573bb8673f1f4b3133198bd52fe8d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6669.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6688.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6688.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7205f436e20f29861c9138403070c5c5ff2d2808 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6688.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6700.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6700.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb58bab1de1af838627dff5e0c4a65abd43de485 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6700.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6715.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6715.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d51983bc230c4af54a3d9bed874b51358465e36d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6715.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6718.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6718.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b17d1fdbb08c3e130e2fa48e10dd69327123468 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6718.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6739.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ccfd5e6f0bdcab7f5a2022625b0d36360a879c66 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6739.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6745.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a583a7bfad213f71bb9665a9220cbe2eca884fa9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6745.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6747.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6747.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9e1617b27c0e18c055470b98dbd25d99786e3ac Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6747.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6750.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6750.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9004286c0c0cdc1452b93d0d414821e450ec121e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6750.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6777.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6777.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c86e5195a6c3ac7ea1d5532dc54e95b2fed715f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6777.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6784.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6784.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1fc1a6a19b841e5c5466a026d9e84c18b7051dd5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6784.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6785.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6785.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c020dc1d7fa538457d9aa37ee38eb3efd81ce21 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6785.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6788.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af9bb53e4208d830907ea16dfdf074877fcbb07f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6788.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6790.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6790.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb607fd93118760a3d237cbd99bc46962f9b9adb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6790.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6791.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6791.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1b0639d498054dac1cd300d59e4bc18bbc23957 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6791.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6800.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f132e7744dd58e9ceb6a5a1caebaecd37a5baf6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6800.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6806.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6806.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1663a18cabf0da99d1a890e5657ba6c44fd98829 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6806.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6837.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6837.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22b8eae300cbc97b3ac750b540087b5d23120c5a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6837.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6840.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86e8ff3b76bc19ea7303207eefcabbf23adedaa4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6840.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6843.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6843.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f6a8ec89719d07fe4f07375ada978fbcf736487 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6843.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6854.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8da30241928e548ac8dda9340679c08842f2db71 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6854.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6867.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6867.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7013a6358d18acece836559f1a7ba9d3ef420a9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6867.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6869.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6869.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5789faf24caf20f2877152c0d1b192ec04b32a14 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6869.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6870.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6870.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d99d1ae1feec47f83eea4300c0e6f9cecb231fc5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6870.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6877.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1589be8b8ebd2564343a795272663c9e06313aa4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6877.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6889.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6889.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8262634b0588c8e2aa4abfb099d9060446b3a1a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6889.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6898.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6898.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7684f63f8c35f6e3a1ba4c172c2b84c37bde179 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6898.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6899.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6899.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44a381bde40903b7d8e542d84234343e9e4893ef Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6899.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6902.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6902.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ef7ecbfe478791ab2c62cb3de40aa103176b1d4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6902.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6903.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6903.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4ba6cbd2b15938e73454f434238392a86f8dce4c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6903.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6911.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3a44462dfe9cf73a5bc96d7adad86dc251fe43c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6911.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6918.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..880f4652e4591494e26c959d9e996969886fa106 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6918.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6921.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a512490e5b5a813d18096896822b4408f7bcd4f0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6921.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6943.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a656f12dbc7af59f46caf0644b9eb2a2a59d41e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6943.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6946.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6946.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2379ee82ee2e975a26e70a1da5e4e3b638da0f5d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6946.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6950.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6950.jpg new file mode 100644 index 0000000000000000000000000000000000000000..82d4b6d3c0ad97dbba96928d8d9e2390fdf8eae7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6950.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6951.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6951.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b19c25b0b36437a16169ff17a1ce09f83ee1efa Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6951.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6952.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6952.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8577a551817c1d1ee43429aee1e5f59b9d2584b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6952.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6960.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e9ac6ad01dea57d9d56632d87a79265b7b60f936 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6960.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6961.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6961.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1002b0882cc9862f38bec3cd165c7afb595fc64 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6961.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6967.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6967.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dbd4090a16a5dd51bb569aaf06038784c2cc9f4f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6967.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6968.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6968.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b067b9489e1b024ac99eeb26f30c67d1eb0e38f3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6968.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6988.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a0e0e44325ea0e51461f371aa7bfad9893887fab Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6988.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6992.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6992.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9257938562052dce8e81b6133961b62d34e99ed5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6992.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_6993.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_6993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1b563f46855fbf2ab0cf7d506d886402953a6000 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_6993.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7007.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7007.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e6567f544523519765409f7d9eac144779df69f6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7007.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7008.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7008.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04caa1fcd33c6154fe11642756ef7214e155469c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7008.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7024.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7024.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d516b5d2a604bdd85e53c6896c29a12226ade48 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7024.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7026.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7026.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54aa1f5a35336f8248ef32efed7c6c48f79936c7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7026.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7029.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7adba4550429160419a267fe4624c9f1fb921ff1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7029.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7033.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7033.jpg new file mode 100644 index 0000000000000000000000000000000000000000..540f8a3a9c049cf7879a782e5356f9ecd530bda6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7033.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7034.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7034.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d68383fabab9c851ab89db6078dc3656bd228682 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7034.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7038.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a2c100408a6f8fc5324b62377e5ada6a431ae06 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7038.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7042.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcbc632f30cbdbc19d0b066954b131851789d1aa Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7042.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7059.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7059.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0c211caa97fa3e274c64885e89e2635d6b5a88d6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7059.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7063.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7063.jpg new file mode 100644 index 0000000000000000000000000000000000000000..306ba962e454ae5e6780bc9d6bed9e9a35e3324f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7063.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7080.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be423cbce99a331e45b7e8c04d8aaac0a026af1f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7080.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7086.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7086.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c0efe647d75179d7155cb7afaf6eefdb33019cb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7086.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7088.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7088.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f8ed0e17ea0ea9d00a3224bbe3ae0b4bc84e213c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7088.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7110.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7110.jpg new file mode 100644 index 0000000000000000000000000000000000000000..137d672df45c62b1b9590812fc709f04f73db0ba Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7110.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7127.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7127.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7dff4221d06fc7c460cb00c9b67f5fc78b824a0a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7127.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7133.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7133.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e1373feb59a0d89f9c83d322286968db020c783 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7133.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7135.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ef7f53bdea7f4a497f39cbf260240c0304c29de6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7135.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7153.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c53aabd525c5f7bd36821eaaf17be68f38263d7b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7153.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7160.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7160.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d906679a305bd50d070b84c54d07bed316c1e0ef Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7160.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7171.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7171.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ae0839634c0ca4ebb448ab25120a076447757c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7171.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7188.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7188.jpg new file mode 100644 index 0000000000000000000000000000000000000000..54193567ce3f38eae53f54ea80e51f3b49352bda Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7188.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7189.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7189.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dafd688e9a5ad28217d0c1a7c8018ad34cae0149 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7189.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7194.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..87aeea65b899d22eeb96fa91bab26f45b8d0684b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7194.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7220.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7220.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c7dc56dd4e64622e60d95b3c2234791c7e76cec0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7220.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7228.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7228.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b891a99d17a5a57f83532ec3f6146ad08dea5071 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7228.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7245.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7245.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f51b9c35ebbb5411260cd6fc74fd4962639cc170 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7245.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7248.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7248.jpg new file mode 100644 index 0000000000000000000000000000000000000000..437b22faeb2255a6352baec529a43cdd6f3985bf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7248.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7256.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7256.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c944a9090c2745247eaaae56a8ffca224bc95894 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7256.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7267.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cf92530f9cf0a5f7979c0eb5314fd06c68f9002e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7267.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7276.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7276.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38eb2fb057880fcf4fab7a7b3a249b0cd55ecaec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7276.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7279.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb1c6c5d5a13db6a35f039bc29a66ac2158b76c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7279.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7285.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7285.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4f7169ff394714ac001e0c9fe1bf96c67c0d2682 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7285.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7288.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7288.jpg new file mode 100644 index 0000000000000000000000000000000000000000..377a475237ac7360e19013f41b8b0200cedc7ad3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7288.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7293.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7293.jpg new file mode 100644 index 0000000000000000000000000000000000000000..245c1d0785afc9f3b4864e73a31dd3396d78899b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7293.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7298.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7298.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6c1d61bc816b056b653c5272f04df006ee733e2b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7298.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7300.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80ed6ae4cc6e0fb934e27ace1e86ccdba4b2041c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7300.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7301.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7301.jpg new file mode 100644 index 0000000000000000000000000000000000000000..02801e1f477c69e7430d0fd46f42c9ce55e0ba2d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7301.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7305.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7ada91a34e34fd39a89fa0c3e538f7fd59f9092 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7305.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7314.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7314.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3095a2089e96e7fb58ec445c23b42c1fb94d1805 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7314.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7320.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7320.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8a004dfb61f5474c1f1e6b9ad92c0805d61ba3a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7320.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7321.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7321.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e59d5976ae2f88c16e1aa41d638b05ac13f95db5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7321.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7349.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fd6ad7c25c12d5baf9ccdc6f2014372e65c83195 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7349.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7358.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7358.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5af2d7082e3efbb9a7c897c77fff7f7f8d0da53d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7358.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7366.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7366.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9913f62b51393aec1efa05741275ce11d522730a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7366.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7377.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7377.jpg new file mode 100644 index 0000000000000000000000000000000000000000..36715f7d292ec8cc56b23dc86f70ce28abb0dd5a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7377.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7378.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7378.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8896bd8d8e364e08584cd40b271ec0431a822a56 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7378.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7387.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..987ea6a5ef0518fa38a9e07e8477b956adbba881 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7387.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7392.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f9c90ed5af4ab86a3f5470c7922fce71420ec497 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7392.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7397.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7397.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2a1f49644e83d5c80b241624c47c78c92db1db3b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7397.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7399.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7399.jpg new file mode 100644 index 0000000000000000000000000000000000000000..13e26b72f71423f547ab4a87c5764a5146b498bc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7399.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7414.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7414.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd8ce7f4356ca5aea7d9f1c9f72daf78be39c4d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7414.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7424.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7424.jpg new file mode 100644 index 0000000000000000000000000000000000000000..265cc717065069f68a5fc27c45b08fa29d38b215 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7424.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7434.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7434.jpg new file mode 100644 index 0000000000000000000000000000000000000000..017aaed159d07972309db7520ac98c68bf142a85 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7434.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7440.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5a7861e6adfd1fd740708354721f8405291a8a27 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7440.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7447.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7447.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7da5440a23eca136102c83a1326bbad5f46cd5ce Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7447.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7454.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7454.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5acfec52303cf3fa46e85995955a5a500a917d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7454.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7456.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7456.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b26bf1ed783f30f1ba24f17e024d237869ff3511 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7456.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7474.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..64ca1dfb0a5b8251a5becf43db68e5eb153ebfc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7474.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7490.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7490.jpg new file mode 100644 index 0000000000000000000000000000000000000000..22d0f2df71aa294c63024e630d8417a000b70ca1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7490.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7491.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7491.jpg new file mode 100644 index 0000000000000000000000000000000000000000..75abb70289b47a7dbf12760920945d1ce185745c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7491.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7495.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7495.jpg new file mode 100644 index 0000000000000000000000000000000000000000..091b10303a424b2d4a899c60afc2193fefebbbf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7495.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7498.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7498.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d24d5dda9cd6a7e7bd407d2613a5ced6217d181c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7498.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7505.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7505.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86749a6d49ff267f6b4427b8facd1addc55044ad Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7505.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7506.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..788f8d3aaace0ebcb71399b7b65c711faefc2b4a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7506.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7514.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7514.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2837def2b947a70b6b54b15a8c8de25d3d07fce Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7514.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7520.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7520.jpg new file mode 100644 index 0000000000000000000000000000000000000000..453eae8e48d7adab1abc2dc20686a47c82ec4ff6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7520.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7523.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c0e042f5b8b9ad4f6f4fb78c252589b359400424 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7523.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7525.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7525.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9ce8215ddaebf503547271fc378a04c36f6bb715 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7525.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7526.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7526.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7fb93d54663d3a0368efb0d6ee720d2ba3658275 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7526.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7530.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e607d76f819b6ed732a6bb5e12dfff7f92ddcd4f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7530.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7537.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7537.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3400ab74dbcba9892f1a493eab6b8110b1710b24 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7537.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7544.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7544.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f31933ef80b797c3d1e4a921e2ade9b0459fd026 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7544.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7549.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7549.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6cee39d83e39c119b50fabfbe3260840823a5eec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7549.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7552.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7552.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f1c928a05180e4c582e8e8b439ab22838da4898 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7552.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7554.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7554.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0fa996c0ed78af699d30cb64d60b5e9422917bc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7554.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7563.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7563.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc9ef926104db6b01e58a5f50de5ddb0339e6cd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7563.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7592.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7592.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba0ba5d2149c0a938530403833813955c781e639 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7592.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7599.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5dc8fc80044966f13d3b213855458f28facc94da Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7599.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7602.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7602.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ad0ba2d03cacfd48fff96b280f60a05bd417a387 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7602.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7612.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7612.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dc5a64340bb77fca9709b4351b494538c6bd50dd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7612.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7615.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..194ddcbb8e409a754ce23dccaaea9088c61d72a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7615.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7636.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7636.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed38dd637e13b5fdf73c9de5b5b32289d59a93a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7636.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7639.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7639.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c711070a3b6bc53f4782847c9aeb4b7ce965fb14 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7639.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7647.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7647.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68e94da95b8a5daa0f165ece13a9478cef6a7a4d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7647.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7648.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7648.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d738eebf5ca454240e875fc01b4c758668b1ce3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7648.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7664.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7664.jpg new file mode 100644 index 0000000000000000000000000000000000000000..264f502676362ad55467fca91852a6e93a2d71e6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7664.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7685.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7685.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b443eaf2009b765545d13168b9cea550ad58f0a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7685.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7686.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7686.jpg new file mode 100644 index 0000000000000000000000000000000000000000..241efef639d80e730ffb858344a823e38498a003 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7686.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7706.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7706.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0d9c951d0d93f04bb08b026356dc1ccaa08e40a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7706.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7708.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7708.jpg new file mode 100644 index 0000000000000000000000000000000000000000..438a18b6b6eba2d95598b77677ced33e1ce03a2b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7708.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7714.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7714.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e1b014ccfe1c28b7ddef65a0530f8b63d099df4d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7714.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7724.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7724.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04d8d936b23acfa364bcc42c4f391d58e86e1b7f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7724.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7741.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7741.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10fec5aefc6103820a40341cd59945496fd8433a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7741.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7745.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7745.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c2b14a301f2bcaaa7da9f6ef5370f65bd32f1ca5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7745.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7758.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..88a8966ed5da8f5603358f8a6da1400b32c204a6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7758.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7768.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7768.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1144b1cef83170e6426113c03f2352147646d0f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7768.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7769.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7769.jpg new file mode 100644 index 0000000000000000000000000000000000000000..472b34878cb86e2822618cc5eb33ce3434710cc3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7769.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7773.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7773.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41f612851f77836044bf674b6885cfb7806aeb8d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7773.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7775.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b1f5c8e38249bd92806ea18cfae23c238108c56c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7775.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7779.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7779.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dd157f41a4dcfcd2797318c8c2930ae35c64505a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7779.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7780.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7780.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9578bdbfa47ae117103e23294ebdaf60c8e50a39 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7780.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7782.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7782.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ffaff32e9c1a99d60fd5ccc6dbd43a66a910bc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7782.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7788.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7788.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84a4421e3bc58a941d9f27ed9aa0015c544bab0c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7788.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7789.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7789.jpg new file mode 100644 index 0000000000000000000000000000000000000000..35bf6c6557c152b8f247226bf0bc8c29293130e0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7789.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7800.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7800.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e59d224d95c5dfe005495ea875091e829397e617 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7800.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7814.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7814.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5e9636eae2793c3cbca190ce13ef6746a3780f66 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7814.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7829.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7829.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98b9cd6d716ea49b3c0f0c08f62111c758c1644d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7829.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7830.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7830.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bd8859815c2242508e760becd7058ad0ca5100ce Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7830.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7835.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7835.jpg new file mode 100644 index 0000000000000000000000000000000000000000..add9c2381fb1f2dc8c952e4458e4129fa4a283bd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7835.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7849.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7849.jpg new file mode 100644 index 0000000000000000000000000000000000000000..968e0a0c95954970c1e09803e4bfe8b05f05b86c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7849.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7854.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7854.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af3c40714b9cac356f65e9f95cc329e1e84a183b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7854.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7856.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7856.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8ef72d7802afcec58d8757494f9691fe91fa56f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7856.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7863.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7863.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7aefe311f3d16d8f4eeaea608c72e3555234c4cf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7863.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7877.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7877.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6fb2950f7863e2902e5fd1acf2a392e04280cec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7877.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7883.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96b98d7f18ff49d93ec06ab2fadd874a6ddc2902 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7883.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7884.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7884.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fc3e6d85a5a9a84672c68ffbaabe20197c076b62 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7884.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7885.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77977918f951706ad99c87842dfe2d7b3aaeb554 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7885.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7890.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7890.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7f14c0416eaa84bffc9da6c482eb06230b0a8f90 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7890.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7894.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e01524d3f83d703d15ce92be06e54bb1ff7791d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7894.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7900.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7900.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2887d4656c3b917f436c8ee9e4968217eacacab6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7900.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7911.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7911.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5917d50a8633ba2c37b5b8154ddf5e5e8c5aa177 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7911.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7916.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7916.jpg new file mode 100644 index 0000000000000000000000000000000000000000..698b2cdd2cb70ce7bc32a62fa0d48656ac163f6e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7916.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7921.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7921.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8c83a6349b9fb50c234de1574f806a117329546 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7921.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7924.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7924.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d1b0a899b6cefa9187b83b019b341f38e530c5e1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7924.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7927.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7927.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbb231a2e6e45e9ead7d934d62e67682709b8a6c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7927.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7928.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7928.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d2bdcd1cf3b1ed511e66515e695ba5f0ceda7359 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7928.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7933.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7933.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5793745dbf269a51d4f1a4dba3411c946ac41cd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7933.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7949.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1db102e277c99fdcc5de937ab6a9eda25c398e3a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7949.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7956.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7956.jpg new file mode 100644 index 0000000000000000000000000000000000000000..80a14995724e6a81f7444b72bfd2e16fc578f8b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7956.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7959.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7959.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d41e8e15a484802addeeca5c64b70c4eac7997fc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7959.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7966.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7966.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21d2eadea4230a4db2f8009fec00226fc38949fe Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7966.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7971.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7971.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6350c5bf5492e5b4685d215ffb617d9292d62482 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7971.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7977.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7977.jpg new file mode 100644 index 0000000000000000000000000000000000000000..371ed106c77c5e0d1bddb199597ffaf50f9f4101 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7977.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7987.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7987.jpg new file mode 100644 index 0000000000000000000000000000000000000000..edac1f36c4a60972fbc5abffe3a5612e43b52f85 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7987.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7989.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7989.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b36756a9220ca4c67ab7216278aee51b227b61e3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7989.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7993.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7993.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d376a7b35e571c52e049ab3c06b781430391fc6c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7993.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_7999.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_7999.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9675b021572cecd331b330ed5b33e663c194b6e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_7999.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8006.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8006.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f934db03359a79d3bb87d8d1f66792c713ac6b45 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8006.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8010.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8010.jpg new file mode 100644 index 0000000000000000000000000000000000000000..715b3b58cd7bfacc418e7a3aff6ecc3db7c6e8f4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8010.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8014.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8014.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cd137de975bb66f53f34e1b9e6d1acd12fc4ea8c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8014.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8015.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8015.jpg new file mode 100644 index 0000000000000000000000000000000000000000..963ad233e4f981b04a8608827d546322820ec881 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8015.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8018.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8018.jpg new file mode 100644 index 0000000000000000000000000000000000000000..07591e6921d42f5eaf51ebc12905854cd9d14936 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8018.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8029.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8029.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6b49671186c39ac7484d0b70d873a0179ed10efe Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8029.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8032.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8032.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8591f7d5c6793b29a80c8b832e7a6b9e0c7296c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8032.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8040.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8040.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b44fc59dea64b43e5162db8d6bc38e59e85448a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8040.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8042.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8042.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a2fa0398a4c257b1161346ca3ee21f00dda6572f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8042.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8047.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8047.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44870604ab3592eba1d889ccf3b7520897e809c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8047.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8049.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8049.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a4d0aebb91258dab915918cf8155f89ba3d4c599 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8049.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8052.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8052.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a7c7b9c2762467cf93ab642bb60e298240ae4c03 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8052.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8060.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2622c3034a20aaa6698e86362e6435b3db585996 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8060.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8062.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8062.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e287e68f6add74a88b64ca6670d507b1a16df059 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8062.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8067.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8067.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01f63df4095e0456161cfd95b0d97517040c94a1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8067.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8070.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8070.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b5e140ce39c47a07b62772113e396a3f22c42bc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8070.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8072.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8072.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f313c2a2d87dc0523f041105e837913d6ad57b24 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8072.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8073.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8073.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fbf03500f5c9454109a1142aed1eecae17217a6f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8073.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8074.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8074.jpg new file mode 100644 index 0000000000000000000000000000000000000000..84086b053113d60ed667d88fc5bcb13786fab0b9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8074.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8085.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8085.jpg new file mode 100644 index 0000000000000000000000000000000000000000..877574e1c17d87824cc110d0b8d1a9324f526ee1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8085.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8105.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ea2a4cd3d2f4ff832835b8e167e003483cf49c6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8105.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8118.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8118.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20c37f7a0df3ac45cdea5c9c5546dae12409c6d0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8118.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8139.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8139.jpg new file mode 100644 index 0000000000000000000000000000000000000000..231c9ce6d323b5f86b933d68fcbc75d81aa2e41b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8139.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8145.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8145.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b7e5a3408e7352071314fe861a6808a2f03b7439 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8145.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8152.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50854d0d3ad93b1e251cec9f8fb6ec258a855f71 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8152.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8153.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8153.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f7d6596dae165b6f0ca25252fd0a857ea9f99058 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8153.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8156.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8156.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d91be2082c34739e0edf7ce9e5b46b468b168794 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8156.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8166.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8166.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7806c95c0ece8cb6c17b63f55b12b694b5a04f88 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8166.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8167.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8167.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9d80f9423a3be41fa6014a2842ba1549eea418b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8167.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8178.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4c45376e78272a55ccc312e0c42a704397e51d7b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8178.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8181.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8181.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93016f06696638bd1ee41c61ad94edb152d65d43 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8181.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8187.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..225f3bd5f3a1de010299389546d7c4385a19f3a2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8187.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8198.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8198.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6ee018a3f9f61982a4476281eabde79b4773fceb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8198.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8204.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8204.jpg new file mode 100644 index 0000000000000000000000000000000000000000..db99f15e66920f16460f00f9173aae330c9bf7d3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8204.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8209.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8209.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e94ffdb9e5d083b7b16cfdb17a8ae7ce64370f57 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8209.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8211.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0aa84b8a7f429c4af82998a5d6fb418ba1dcbd26 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8211.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8213.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8213.jpg new file mode 100644 index 0000000000000000000000000000000000000000..78a0146cafd042be52c755f852c3c1f1e2994d9b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8213.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8217.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8217.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f1b9e768f6e2bae54923342b9ae157810710cb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8217.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8229.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8229.jpg new file mode 100644 index 0000000000000000000000000000000000000000..122b0006f5150e14b65e9f6998de911d6daa30b1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8229.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8240.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..710cb8a79f275c6e870ff97d58c58445298dc928 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8240.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8243.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8243.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dddbe1ded2e4477a7a24fe9a3e7df470e628338b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8243.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8253.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8253.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de057346857d20dc34bd08297038206b5e65b913 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8253.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8263.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8263.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6919b34cd35ce9083f47556adba86b297b4b0571 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8263.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8267.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8267.jpg new file mode 100644 index 0000000000000000000000000000000000000000..348b7f8804a068f81f43a278ff05af07ff28bdc1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8267.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8272.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8272.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b0f78e7515b9a59140ada62e1f674c8c9ced87c1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8272.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8294.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8294.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1478ccdef533ab194e16cc7b4873b147b9afa738 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8294.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8303.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8303.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f5bc163b2dc82a800dd3e1ef57fe1649d50e2bb2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8303.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8313.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8313.jpg new file mode 100644 index 0000000000000000000000000000000000000000..10275ed11dc08e1e3ff2cdf2f2995052875384cd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8313.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8319.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8319.jpg new file mode 100644 index 0000000000000000000000000000000000000000..65ebdc452bafb181025e8781884f6661e61c457f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8319.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8327.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c8e995ced9b0695f55d7bdbd6d7448963767e648 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8327.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8342.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8342.jpg new file mode 100644 index 0000000000000000000000000000000000000000..508a8593ea4ae73d662754cd015b9b19b2a261d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8342.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8349.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8349.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b9ddfddbe2e3b9ddf0eb4b5c8345d3ec926cbe35 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8349.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8352.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e856527e2d922c0252b8180cc352ccb05e3b6ac Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8352.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8365.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8365.jpg new file mode 100644 index 0000000000000000000000000000000000000000..189b3ec7766cfe577787eaade70831969e746ac1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8365.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8367.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8367.jpg new file mode 100644 index 0000000000000000000000000000000000000000..592a2e811424997811fdb9b1800ce888e1c0352c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8367.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8374.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8374.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a1268c57e0b9c56defe53b247ee1f2641a3a68a8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8374.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8376.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8376.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a459e16070f151fd4499043f55c56c58bd915cc6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8376.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8387.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8387.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6d0b33e32fc25dd3cd49f3df5050f6fc32615016 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8387.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8390.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8390.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5c95ce8efa4f97233f635c37dd013ff624129b3b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8390.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8392.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4699af5ec78e9345c3923d97609c9290a1eb4815 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8392.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8394.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8394.jpg new file mode 100644 index 0000000000000000000000000000000000000000..578796b26b75aa75a4e013da7283f2581ecf9672 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8394.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8402.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8402.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fc79a21c2966a558b16acb5c022eb1751e14b48 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8402.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8406.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1a87d8aa599dd81caf6289acdff8a90e04ba799b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8406.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8411.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8411.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e8a3463c739f7bdda6ceb9f0df6d4cb99b16637a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8411.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8412.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94048396eb2edec34f6c398065a6741d340906b4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8412.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8419.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8419.jpg new file mode 100644 index 0000000000000000000000000000000000000000..de77812ec1e1d59ba030319ab253ba59f5d3ad22 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8419.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8420.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8420.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5022f5d2c663a5250a4ef2c8f60a896e9c8e0be3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8420.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8440.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8440.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5c0e5070cc65d150ec6a882c6813a3bf02ac858 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8440.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8441.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8441.jpg new file mode 100644 index 0000000000000000000000000000000000000000..df17c6c447f68a5c3307cbc53f55e6608af18ebd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8441.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8449.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8449.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d999681e5a8835d916196f76509cb2299e7d238e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8449.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8458.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8458.jpg new file mode 100644 index 0000000000000000000000000000000000000000..168ebb0cc30059d08928934b09d7b8f1c5265169 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8458.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8465.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8465.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9721b74f474a2238d8e090f02154cdd5f98e98f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8465.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8466.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8466.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d7a594c792346a34c3e73fa837ae623d610aab19 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8466.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8470.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8470.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1d0b2c047f6d260880e2c8ac04e48647f151c0c3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8470.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8474.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8474.jpg new file mode 100644 index 0000000000000000000000000000000000000000..923a19077e20c058e79d2b40735e43bf3f40561a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8474.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8477.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8477.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cdabfe86163c1345798ae9e873667e0f3b12b13f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8477.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8487.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8487.jpg new file mode 100644 index 0000000000000000000000000000000000000000..866265416357089e902403c3e5d54d87516ab295 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8487.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8497.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8497.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7b3131c82cacb80508cd0e6883a12ea40d217baf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8497.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8499.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8499.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8b81a1750cf76fdab70304314d7d5e63b745fbb5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8499.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8502.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8502.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d51226bc0fae419a9b79a4155bca8a3af6687a06 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8502.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8506.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8506.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9741cde42aaa427b805ca150b2895ebe00a9c2ec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8506.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8508.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8508.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c02d0ec09ab39673d9e5bbd87b8b3c67c4092bc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8508.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8510.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8510.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0a030b89824445b7d8709a73099f4c0c2f4ac23f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8510.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8529.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8529.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d5c2f8c18cfea1a236a10d93845bafa527355446 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8529.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8533.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8533.jpg new file mode 100644 index 0000000000000000000000000000000000000000..93ddb49932096650fe617d47250e53e45c77d7ba Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8533.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8538.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8538.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9b6f8a7630099896b6ee1bdb8233affd852b23ea Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8538.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8543.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8543.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b4c4d42a53a87689767cea4d2d9490fdfbca2ea5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8543.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8545.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8545.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c7ccabeaf04812f5c7a2c1d946344c87ffeeef3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8545.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8556.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8556.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ba4278b764be43e01e7e778715afa8d9b0006e67 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8556.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8558.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8558.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4a82f9e11dc7d16b9a0c2081de1fdf6bf467d4f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8558.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8562.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8562.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3fc0f052b32bd0eeeb902b92a16c4d275c77efbe Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8562.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8566.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8566.jpg new file mode 100644 index 0000000000000000000000000000000000000000..dfcfe3d949fdd974727ce13491d286a56986d31d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8566.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8569.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8569.jpg new file mode 100644 index 0000000000000000000000000000000000000000..39d6ed97fef32e3129fe952422f19026d7408c2e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8569.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8571.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8571.jpg new file mode 100644 index 0000000000000000000000000000000000000000..38750c38cd3f803bff88f1345ae1613b188e69e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8571.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8577.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8577.jpg new file mode 100644 index 0000000000000000000000000000000000000000..742d8a540f77d46a7176c659dfcbea603b85cec1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8577.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8588.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8588.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20cef000aa0be9574ff18b9333bc322e3eb3bdce Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8588.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8596.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8596.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6431999e0af78a1d3a8da97684a9cea1fe791cc4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8596.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8603.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8603.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6e3ad55880ff220c068e22a6787591e15014873e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8603.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8604.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8604.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3ffbd0c009cc68b312f970a3df2883d49f0e5e4a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8604.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8615.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8615.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c68fd962f9260f088452c1a4aa9105821bfdff49 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8615.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8616.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8616.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d6c57d5500e1fb94a35d5e826073f6561e44192f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8616.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8625.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8625.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0f17eb0d39d135d1659b8a930363d42230e8d7b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8625.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8630.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8630.jpg new file mode 100644 index 0000000000000000000000000000000000000000..247b365350d1f104584bbb305baa942ac34a0805 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8630.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8631.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8631.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2d0b1478b34c4d013c80636bc6d4d2e4517e38f5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8631.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8633.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8633.jpg new file mode 100644 index 0000000000000000000000000000000000000000..90eeaaa1184fa2732f3345100d02197c74f53605 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8633.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8634.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8634.jpg new file mode 100644 index 0000000000000000000000000000000000000000..319bc297daada37efd3324d08e8f7d6ce1dd1a89 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8634.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8635.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8635.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b219ae719a42147631774ed74ea98a2f38c8fcd8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8635.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8643.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8643.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4d30dbb2315ce4256ff00b108000e48baf66f53c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8643.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8667.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8667.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21683899c543b75c30c9c3172cc0154be618f885 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8667.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8670.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8670.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae6f0ca74bd8991ce678f9dbc4148eaff6c66454 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8670.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8676.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8676.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c9948081c234d449ebf596baab8ba59d1562e8c0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8676.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8677.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8677.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44e57e18d47f2162abd730fe6367db560f9a7137 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8677.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8682.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8682.jpg new file mode 100644 index 0000000000000000000000000000000000000000..49f11f5d7c8a1fe3f0ae1d671dc45f6c053eebeb Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8682.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8691.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8691.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40063c1fbc6b492a2b9938624e26b83202d5f80a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8691.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8699.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8699.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a9f5d4e53d49ea716eb799400203a1c3c7b44152 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8699.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8705.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8705.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a725a44a30a9d963c0f506a0d79e9d3fbaefc9f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8705.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8727.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8727.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ddb080d0133f3de34607f9e4f50c856c682ecae2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8727.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8732.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8732.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3062b2b29f98de376ba4882bcc632e970ee17c63 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8732.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8739.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8739.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7a93b874495504087436dc700de06d30d72ec633 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8739.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8740.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8740.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fde75471cc22adb97971f00b78b9737cb908c9c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8740.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8751.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8751.jpg new file mode 100644 index 0000000000000000000000000000000000000000..997313bfa8d2dcb9a62336079439469c364fcadc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8751.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8758.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8758.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bbbc69acca32193e503410a8a6f7b16ce7846bc8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8758.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8762.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8762.jpg new file mode 100644 index 0000000000000000000000000000000000000000..252939fa76537665a24dd9063c901dc77b6527be Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8762.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8770.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8770.jpg new file mode 100644 index 0000000000000000000000000000000000000000..084b376878f75c61e855164e9765a224a80e7c97 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8770.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8775.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8775.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bae45610deccf2c8e42fff44cb1deb2e06e1fd63 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8775.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8783.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8783.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b6ad221cce051b1debdf1601678010714c81f402 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8783.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8793.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8793.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fc08c0b61e78562ff70ad0a59729d2b3f45c652 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8793.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8795.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8795.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9a54f7d237da18ed465a711279778c83984090ab Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8795.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8807.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8807.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5cb23c5de230bdd528acdb85c2c632c265fe393b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8807.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8823.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8823.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e318659cd74490f4c34beeb9e53aa6a75d267fe2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8823.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8826.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8826.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2836231d60fef386ad678707a1dbecf6e2988e98 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8826.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8831.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8831.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f3d270402d42dee534f542053d87990aff1f313 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8831.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8834.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8834.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ed2f76db0b82f513be247891e8022658573be901 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8834.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8838.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8838.jpg new file mode 100644 index 0000000000000000000000000000000000000000..e66db8a8fcc3b341f455408160917b3d990325c2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8838.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8840.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8840.jpg new file mode 100644 index 0000000000000000000000000000000000000000..19037a6940ccff13d7644ad6ac4f31d4acb833f7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8840.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8848.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8848.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f68d7f52ca24607494567dcab29f7dd9d7c60825 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8848.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8861.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8861.jpg new file mode 100644 index 0000000000000000000000000000000000000000..23a5a99a9319d1e0f8acc496123432bc705e5c1e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8861.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8864.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8864.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c1f4cb3d6cc2a763457e5d633a9f4fde38547fd7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8864.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8866.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8866.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2e56f19033c2488d14b1d31b305afef6e3bba8a0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8866.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8871.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8871.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eff28028c81f9da5610c99b7a9498e4466b30a13 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8871.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8875.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8875.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8f890130ce8a04482d962c771e8ab1884cf0bc73 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8875.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8883.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8883.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94047b57c51502036c62df80dccb2d0580aa338f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8883.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8885.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8885.jpg new file mode 100644 index 0000000000000000000000000000000000000000..948145419c00a8f730943e0c6c62945174c6b326 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8885.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8894.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8894.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9870b1fc1774814ef71e30b95d73b3bbd3b8600f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8894.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8895.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8895.jpg new file mode 100644 index 0000000000000000000000000000000000000000..44b0f4a3c1c0d2e293dcc8f2a4ed8e38952b6dc0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8895.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8901.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8901.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0987a5474dda5612a76e3bb186e5365e83ea9042 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8901.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8910.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8910.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f481486d821f257b70c5950da5595fe6516ca04f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8910.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8914.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8914.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5ba2648c6069355eaea5c57f3b135547d0199f2b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8914.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8918.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8918.jpg new file mode 100644 index 0000000000000000000000000000000000000000..af5921f8802cf63308c5abd78a88ec542a1b8408 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8918.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8925.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8925.jpg new file mode 100644 index 0000000000000000000000000000000000000000..01be2453be5a96220d7892fde7a96dac46ad8a46 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8925.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8937.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8937.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08790ae95e38e55bd881ff10e6027b3c697d7c15 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8937.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8943.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8943.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5fff6be83c95cb8f0b7483be8b0e5bf12db81c7e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8943.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8948.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8948.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9afea41475868954e57e1e2ca0cf938b7daaa043 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8948.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8949.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8949.jpg new file mode 100644 index 0000000000000000000000000000000000000000..94126f9143fb9d6dcf12361512511afa64b6186f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8949.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8960.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8960.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b21a7896e9f93c8c143d66b05ca21a57aa69fdaf Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8960.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8976.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8976.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8901acfae383ab3248c4151cc3955157c82f7f05 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8976.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8978.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8978.jpg new file mode 100644 index 0000000000000000000000000000000000000000..babf8e14c5edf10fdc7a8f1f370310f6ceb56c7f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8978.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8982.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8982.jpg new file mode 100644 index 0000000000000000000000000000000000000000..96e385ff2cdba67e75e3af4c2b738bfb62615d46 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8982.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8988.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8988.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a06012b3e3347b97117e111acef200ce8598b7d8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8988.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_8990.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_8990.jpg new file mode 100644 index 0000000000000000000000000000000000000000..66f70af27eacf17a1d8d5691e369d1601b0ef2a3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_8990.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9005.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9005.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bae9ccd24dc0c3cfa8136137ece861103c5c6590 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9005.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9013.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9013.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2b3a3403be9ecfb6f5cb6ad6561334c3a45a49d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9013.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9038.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9038.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e83c4ef69c5bbc943d87a465f372181b30aacb9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9038.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9053.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9053.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b90249f7bce6bdc983e265d18446f590b390df71 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9053.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9061.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9061.jpg new file mode 100644 index 0000000000000000000000000000000000000000..989b8f9e37bdb517c6f93c45d82653aa20533199 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9061.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9064.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9064.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2ea01aaf8cbd3ce3dfbb5470aa727cce6b1cd72b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9064.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9080.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9080.jpg new file mode 100644 index 0000000000000000000000000000000000000000..6db0c58cab4a07f43d6ad09f09a33e38979ad10a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9080.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9081.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9081.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb0eef45bc5f695e72a800b1013843037f2893ec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9081.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9092.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9092.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0ecd1e64e0950fe095119d042da34b336eb27ad0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9092.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9105.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9105.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fb9c055b5b24190eb0ac66162e3345526e793287 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9105.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9106.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9106.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f2cd4af1737c31bd456c27d27c0d213fc79278dc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9106.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9107.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9107.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9acc6d665f648de94fbc69b3cc99d43de8fad075 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9107.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9116.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9116.jpg new file mode 100644 index 0000000000000000000000000000000000000000..41a58a634290a14f761b4639cb018bcb93d177f9 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9116.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9123.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9123.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2619d0b3db83a61a585854d116c6885ab42c7dd2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9123.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9135.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9135.jpg new file mode 100644 index 0000000000000000000000000000000000000000..18a75085224a15c5414d9482768913b929975232 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9135.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9138.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9138.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3004a440645cd876098aff840a93f8e704b3b7ae Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9138.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9146.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9146.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bee305eea069e96336392c5a533f7c5e9f83752f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9146.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9152.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9152.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a00897a345027e16376d3293da5328c588a138d2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9152.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9154.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9154.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f7707baeb986784d60fe33f0669799954b5d285 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9154.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9158.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9158.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b984e2599a6d57c0481dba80e69a2debfda8a48a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9158.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9162.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9162.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8e865b01bf0c054ed927928f5673a439b0b1a988 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9162.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9178.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9178.jpg new file mode 100644 index 0000000000000000000000000000000000000000..7c7e0561ff662e5b2a796cbe68b9557e15e78fdc Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9178.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9183.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9183.jpg new file mode 100644 index 0000000000000000000000000000000000000000..becaeb16747fe36b365a34ebe51109022370f28a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9183.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9187.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9187.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5b3de724df2fcc711f1265db8663c185fdc79b47 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9187.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9194.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9194.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe879f70a58f3758732ebbc6566aa941d605946d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9194.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9197.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9197.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1bccc1267439263bb31509d0f2ad3f020722ed42 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9197.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9203.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9203.jpg new file mode 100644 index 0000000000000000000000000000000000000000..adedeeb5b1f6d03c4adf97724c4cb3681952bc14 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9203.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9208.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9208.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9c5dca9f92103047daceb89104cb838ddebd8046 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9208.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9211.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9211.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ca2612d8cb257bf9977fe1257cfbdceaf74c408 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9211.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9212.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9212.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16933e83e4b7f10fe0050b985056761c2bc5e657 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9212.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9215.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9215.jpg new file mode 100644 index 0000000000000000000000000000000000000000..be0548ff7d4976c462624d869e3068449910e8ec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9215.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9230.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9230.jpg new file mode 100644 index 0000000000000000000000000000000000000000..587fe4a58d8c0f37c2b9910b6b1348bfc1b15924 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9230.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9236.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9236.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1651d895c025166fae4f11cd64f09c450e91ad42 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9236.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9237.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9237.jpg new file mode 100644 index 0000000000000000000000000000000000000000..334f3c914b1523c139d729f42f72fff93041bbe6 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9237.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9239.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9239.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9bec0278c50261e9685d9e0d96c3a6fb57775389 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9239.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9240.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9240.jpg new file mode 100644 index 0000000000000000000000000000000000000000..459fe68b7c8178f0ea467ca2101ccc5c68551222 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9240.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9242.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9242.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cb5299fa1daab48ccbb1bda82d5634493bf5203c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9242.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9246.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9246.jpg new file mode 100644 index 0000000000000000000000000000000000000000..56b1162f72c759e6448b8cb2311b4d4d3e03fa4c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9246.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9257.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9257.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ae6ea1290f2519bc76dda2ae07b4957b1bdb5447 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9257.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9258.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9258.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f1b1f146027873c6ed17494a435a34b1e6d4ec69 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9258.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9265.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9265.jpg new file mode 100644 index 0000000000000000000000000000000000000000..03dc016c2b7713497c9c876b2079a551487293ef Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9265.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9268.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9268.jpg new file mode 100644 index 0000000000000000000000000000000000000000..651d6e3c3f570342ff8342ffe3025ebe9dba929e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9268.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9279.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9279.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c67ff44e85473355ae0b5446dae7d95c95532488 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9279.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9289.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9289.jpg new file mode 100644 index 0000000000000000000000000000000000000000..46ba65f9c06e00bed246375e14ea8dcd6f3e1740 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9289.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9290.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9290.jpg new file mode 100644 index 0000000000000000000000000000000000000000..287b1575c5da511a5ba1b1ca9d0319e1c31456e2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9290.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9297.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9297.jpg new file mode 100644 index 0000000000000000000000000000000000000000..a67fddaf4516b6b0e587ab9693e2f00ceb34c77c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9297.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9300.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9300.jpg new file mode 100644 index 0000000000000000000000000000000000000000..62ef94b88c8674dbe173417b4e4e523ed94a9684 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9300.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9305.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9305.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c32b556880f20e47ed6e8fee1a6b57369fe34621 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9305.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9307.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9307.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3e0f983527e3529938c13a29bb112aed8a7ba692 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9307.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9327.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9327.jpg new file mode 100644 index 0000000000000000000000000000000000000000..81f72722053a0cda451e8414fe1db844549d1240 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9327.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9338.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9338.jpg new file mode 100644 index 0000000000000000000000000000000000000000..167caf25f05ff801af24465249373bfb80a96490 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9338.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9339.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9339.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f28b4ced1fe9e3feb8c2dd895f99d3a28c1ed4cd Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9339.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9341.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9341.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9db23f26ae4102afb0932f9884d1bda3877f1111 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9341.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9343.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9343.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1216f991c5062e2a0137d1efd0d333f966d19f07 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9343.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9350.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9350.jpg new file mode 100644 index 0000000000000000000000000000000000000000..77695b6c145b10521ef117882a3eed51faf50f75 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9350.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9352.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9352.jpg new file mode 100644 index 0000000000000000000000000000000000000000..20a4a14da6962a0607f924d5de0b7ad536b353d5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9352.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9359.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9359.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8d7b6c8abc436a0bf596a2541eab0063e738ad87 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9359.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9372.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9372.jpg new file mode 100644 index 0000000000000000000000000000000000000000..630eaaa772edd3f50b83c91539641050c3ab2be0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9372.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9392.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9392.jpg new file mode 100644 index 0000000000000000000000000000000000000000..86a69eba14bb01bad66e4b56f4eb03dbe208c638 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9392.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9395.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9395.jpg new file mode 100644 index 0000000000000000000000000000000000000000..11cab342cd02a8d53229bbb0695134236557d1c5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9395.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9396.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9396.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3f0623ea8e0bb5d4c266a71c1448375751a27d98 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9396.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9400.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9400.jpg new file mode 100644 index 0000000000000000000000000000000000000000..973e2f1fcec40ad0934c93191fe72ad03f4d0a76 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9400.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9401.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9401.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1ed37ad70fbac8d14b51ecae46e05f792b06ef5b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9401.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9406.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9406.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f0abc96c66340110c5df938d16aab3c2bb2247da Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9406.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9409.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9409.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3aa7b6952f12424abc7c03b63361158e5d7d2b4c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9409.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9410.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9410.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fcdde8eb973b4f2031630416616dddd7e709e9d1 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9410.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9412.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9412.jpg new file mode 100644 index 0000000000000000000000000000000000000000..08fdd77378158b4e685ff7325b562689f7c5fed2 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9412.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9413.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9413.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2c30dacd02493bf6f91badc576cee612cdb1331b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9413.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9421.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9421.jpg new file mode 100644 index 0000000000000000000000000000000000000000..ea0ba3e6535e99fbe63269242bf4027b9ee359fa Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9421.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9436.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9436.jpg new file mode 100644 index 0000000000000000000000000000000000000000..cfdcc3934c1a381f10a6ee8d1bc30c61d85548a7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9436.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9439.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9439.jpg new file mode 100644 index 0000000000000000000000000000000000000000..c71a36e0dffa2c68647d88bc6df777c1a10d002d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9439.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9444.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9444.jpg new file mode 100644 index 0000000000000000000000000000000000000000..bf2cc752cbd522fe0267b8a82bdcd8fc57175bf3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9444.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9448.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9448.jpg new file mode 100644 index 0000000000000000000000000000000000000000..70f558dc54578bc01bad44e11d9e507698534415 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9448.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9459.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9459.jpg new file mode 100644 index 0000000000000000000000000000000000000000..471da9106ab60ca67b69517b27e457002b0452ec Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9459.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9461.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9461.jpg new file mode 100644 index 0000000000000000000000000000000000000000..5744297e3ac6925fe139c87cba2f54fcce5c0b3d Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9461.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9463.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9463.jpg new file mode 100644 index 0000000000000000000000000000000000000000..224c7cd11ba65ee1ae62f1f5241543424be0e0df Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9463.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9464.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9464.jpg new file mode 100644 index 0000000000000000000000000000000000000000..777b05906b27ea7d718353159b162208dc3a8340 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9464.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9468.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9468.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3cb93091aa521b952eb9ef2e2059b81739a5f00e Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9468.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9476.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9476.jpg new file mode 100644 index 0000000000000000000000000000000000000000..50801f147720b37ed92bc736e1c94b7102c195db Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9476.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9479.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9479.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d0698024355cb6ae9c709d10a698d5c434c86553 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9479.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9481.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9481.jpg new file mode 100644 index 0000000000000000000000000000000000000000..3dfa7c5ce9da956be407804cedd0680e5db3ee20 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9481.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9482.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9482.jpg new file mode 100644 index 0000000000000000000000000000000000000000..1155835613d0f78bfbb3dd45d5f897f5ee491692 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9482.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9485.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9485.jpg new file mode 100644 index 0000000000000000000000000000000000000000..25a31e20499e848709b38ae3ab1aadd97bb36d1f Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9485.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9494.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9494.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0b7d687d1da4f68295271a9813147a793ba7bda7 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9494.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9503.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9503.jpg new file mode 100644 index 0000000000000000000000000000000000000000..4fd9cf4fd4c46f6aa51f06ab7663c2f1ce17c2b5 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9503.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9523.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9523.jpg new file mode 100644 index 0000000000000000000000000000000000000000..d28a8b1122469206c749f70feaad150681a5003c Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9523.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9530.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9530.jpg new file mode 100644 index 0000000000000000000000000000000000000000..21595c619ba5bd9429ee05bab0e1f7dc26e5577b Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9530.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9532.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9532.jpg new file mode 100644 index 0000000000000000000000000000000000000000..52c80f2141d5d6bbd87f16954d98bf5badd9c971 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9532.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9557.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9557.jpg new file mode 100644 index 0000000000000000000000000000000000000000..b5ed0ccb75098c1ea0e041a7cb4804df7dcd7ac3 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9557.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9573.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9573.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2fb2432337f60167c976e5dd803e21842309096a Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9573.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9575.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9575.jpg new file mode 100644 index 0000000000000000000000000000000000000000..fe52cd6f608f75b03b6ef2567ff1450969326e76 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9575.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9576.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9576.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8c0702b203b428b9aa6e2f991bca3db4da10f3f8 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9576.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9589.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9589.jpg new file mode 100644 index 0000000000000000000000000000000000000000..0afd6a283495591538ea8c160ce94291b5e4c7b0 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9589.jpg differ diff --git a/melanoma_cancer_dataset_split/val/malignant/melanoma_9599.jpg b/melanoma_cancer_dataset_split/val/malignant/melanoma_9599.jpg new file mode 100644 index 0000000000000000000000000000000000000000..68f2f321aa4269e867c3329eeb40e2b577c465c4 Binary files /dev/null and b/melanoma_cancer_dataset_split/val/malignant/melanoma_9599.jpg differ diff --git a/melanomaclassificationproject-v2k.ipynb b/melanomaclassificationproject-v2k.ipynb new file mode 100644 index 0000000000000000000000000000000000000000..549ad2a8cfad00d4aa6420b566db7c0004005614 --- /dev/null +++ b/melanomaclassificationproject-v2k.ipynb @@ -0,0 +1,2485 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Importing Libraries" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:14:38.206175Z", + "iopub.status.busy": "2025-04-12T18:14:38.205723Z", + "iopub.status.idle": "2025-04-12T18:15:00.677052Z", + "shell.execute_reply": "2025-04-12T18:15:00.676170Z", + "shell.execute_reply.started": "2025-04-12T18:14:38.206135Z" + }, + "trusted": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-04-16 15:47:08.920301: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:467] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n", + "WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n", + "E0000 00:00:1744793228.949034 2915784 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n", + "E0000 00:00:1744793228.958048 2915784 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n", + "W0000 00:00:1744793228.984081 2915784 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", + "W0000 00:00:1744793228.984105 2915784 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", + "W0000 00:00:1744793228.984109 2915784 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", + "W0000 00:00:1744793228.984112 2915784 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", + "2025-04-16 15:47:08.991517: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n", + "To enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using device: cuda\n" + ] + } + ], + "source": [ + "import os\n", + "from pathlib import Path\n", + "import shutil\n", + "import random\n", + "from collections import Counter\n", + "import cv2\n", + "from PIL import Image\n", + "import glob as gb\n", + "\n", + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "import tensorflow as tf\n", + "from tensorflow.keras.preprocessing.image import ImageDataGenerator, img_to_array, load_img\n", + "import torch\n", + "import torch.nn as nn\n", + "import torch.optim as optim\n", + "from torch.utils.data import DataLoader, Dataset\n", + "from torchvision import transforms\n", + "import torchvision.datasets as datasets\n", + "from torchinfo import summary\n", + "\n", + "from sklearn.metrics import confusion_matrix, ConfusionMatrixDisplay\n", + "# from pytorch_gradcam.gradcam import GradCAM\n", + "\n", + "from tqdm import tqdm\n", + "\n", + "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\") # initializing the GPU\n", + "print(f\"Using device: {device}\")\n", + "\n", + "# Ignoring Noisy Warnings \n", + "import warnings\n", + "warnings.filterwarnings('ignore')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Preparing The Data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Starting with understanding the data (dataset analysis -> distribution and size)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:15:04.802600Z", + "iopub.status.busy": "2025-04-12T18:15:04.802009Z", + "iopub.status.idle": "2025-04-12T18:15:04.808609Z", + "shell.execute_reply": "2025-04-12T18:15:04.807677Z", + "shell.execute_reply.started": "2025-04-12T18:15:04.802573Z" + }, + "trusted": true + }, + "outputs": [], + "source": [ + "# function to analyze images in the dataset (img_size, img_len)\n", + "def analyze_dataset(base_path):\n", + " # Initialize counters\n", + " total_images = 0\n", + " image_sizes = []\n", + " aspect_ratios = []\n", + " \n", + " # Analyze both train and test sets\n", + " for dataset_type in ['train', 'test']:\n", + " for class_type in ['benign', 'malignant']:\n", + " path = os.path.join(base_path, dataset_type, class_type)\n", + " if not os.path.exists(path):\n", + " continue\n", + " \n", + " # Count images\n", + " images = [f for f in os.listdir(path) if f.endswith(('.jpg', '.jpeg', '.png'))]\n", + " total_images += len(images)\n", + " \n", + " # Analyze first 100 images from each class\n", + " for img_name in images[:100]:\n", + " img_path = os.path.join(path, img_name)\n", + " img = cv2.imread(img_path)\n", + " if img is not None:\n", + " height, width = img.shape[:2]\n", + " image_sizes.append((width, height))\n", + " aspect_ratios.append(width/height)\n", + " \n", + " return total_images, image_sizes, aspect_ratios" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:15:07.774689Z", + "iopub.status.busy": "2025-04-12T18:15:07.774412Z", + "iopub.status.idle": "2025-04-12T18:15:07.779403Z", + "shell.execute_reply": "2025-04-12T18:15:07.778599Z", + "shell.execute_reply.started": "2025-04-12T18:15:07.774668Z" + }, + "trusted": true + }, + "outputs": [], + "source": [ + "def plot_image_statistics(image_sizes, aspect_ratios):\n", + " # Create figure with subplots\n", + " fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 5))\n", + " \n", + " # Plot image sizes\n", + " widths, heights = zip(*image_sizes)\n", + " ax1.scatter(widths, heights, alpha=0.5)\n", + " ax1.set_xlabel('Width (pixels)')\n", + " ax1.set_ylabel('Height (pixels)')\n", + " ax1.set_title('Image Dimensions Distribution')\n", + " \n", + " # Plot aspect ratios\n", + " sns.histplot(aspect_ratios, bins=30, ax=ax2)\n", + " ax2.set_xlabel('Aspect Ratio (width/height)')\n", + " ax2.set_ylabel('Count')\n", + " ax2.set_title('Aspect Ratio Distribution')\n", + " \n", + " plt.tight_layout()\n", + " # plt.savefig('results/image_statistics.png')\n", + " # plt.close()\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:15:10.160530Z", + "iopub.status.busy": "2025-04-12T18:15:10.160240Z", + "iopub.status.idle": "2025-04-12T18:15:10.167299Z", + "shell.execute_reply": "2025-04-12T18:15:10.166437Z", + "shell.execute_reply.started": "2025-04-12T18:15:10.160508Z" + }, + "trusted": true + }, + "outputs": [], + "source": [ + "def display_sample_images(base_path, num_samples=5, random_seed=None):\n", + " \"\"\"\n", + " Display random sample images from each class with titles and class labels.\n", + " \n", + " Args:\n", + " base_path: Path to the dataset\n", + " num_samples: Number of samples to display per class\n", + " random_seed: Random seed for reproducibility (optional)\n", + " \"\"\"\n", + " # Set random seed if provided\n", + " if random_seed is not None:\n", + " random.seed(random_seed)\n", + " \n", + " fig, axes = plt.subplots(2, num_samples, figsize=(20, 8))\n", + " \n", + " for i, class_type in enumerate(['benign', 'malignant']):\n", + " path = os.path.join(base_path, 'train', class_type)\n", + " images = [f for f in os.listdir(path) if f.endswith(('.jpg', '.jpeg', '.png'))]\n", + " \n", + " # Randomly select samples\n", + " selected_images = random.sample(images, min(num_samples, len(images)))\n", + " \n", + " for j, img_name in enumerate(selected_images):\n", + " img_path = os.path.join(path, img_name)\n", + " img = cv2.imread(img_path)\n", + " img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB)\n", + " \n", + " axes[i, j].imshow(img)\n", + " axes[i, j].axis('off')\n", + " \n", + " # Add title with class and image name\n", + " title = f\"{class_type.capitalize()}\\n{img_name}\"\n", + " axes[i, j].set_title(title, fontsize=15, pad=15)\n", + " \n", + " if j == 0:\n", + " axes[i, j].set_ylabel(class_type.capitalize(), fontsize=14, fontweight='bold')\n", + " \n", + " plt.suptitle('Random Sample Images from Each Class', fontsize=20, y=1.02)\n", + " plt.tight_layout()\n", + " plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Analyzing dataset" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:15:12.684580Z", + "iopub.status.busy": "2025-04-12T18:15:12.684297Z", + "iopub.status.idle": "2025-04-12T18:15:16.444142Z", + "shell.execute_reply": "2025-04-12T18:15:16.443316Z", + "shell.execute_reply.started": "2025-04-12T18:15:12.684557Z" + }, + "trusted": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Total number of images: 10605\n", + "For Training data , found 4605 in folder malignant\n", + "For Training data , found 5000 in folder benign\n", + "For Teasting data , found 500 in folder malignant\n", + "For Teasting data , found 500 in folder benign\n" + ] + } + ], + "source": [ + "# get Folders Path\n", + "base_path = \"/home/ubuntu/vnet/TaoST/melanoma-skin-cancer-dataset-of-10000-images/versions/1/melanoma_cancer_dataset\"\n", + "train_path = \"/home/ubuntu/vnet/TaoST/melanoma-skin-cancer-dataset-of-10000-images/versions/1/melanoma_cancer_dataset/train\"\n", + "test_path = \"/home/ubuntu/vnet/TaoST/melanoma-skin-cancer-dataset-of-10000-images/versions/1/melanoma_cancer_dataset/test\"\n", + "\n", + "# Create results directory (also for later use when comparing models)\n", + "os.makedirs('results', exist_ok=True)\n", + "\n", + "# Analyze dataset\n", + "total_images, image_sizes, aspect_ratios = analyze_dataset(base_path)\n", + "print(f\"Total number of images: {total_images}\")\n", + "\n", + "# Summry data by count how many image in every folder\n", + "for folder in os.listdir(train_path):\n", + " images=gb.glob(pathname=str(train_path +'/'+folder+'/*.jpg'))\n", + " print(f'For Training data , found {len(images)} in folder {folder}')\n", + "\n", + "\n", + "for folder in os.listdir(test_path):\n", + " images=gb.glob(pathname=str(test_path +'/'+folder+'/*.jpg'))\n", + " print(f'For Teasting data , found {len(images)} in folder {folder}')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:15:20.305716Z", + "iopub.status.busy": "2025-04-12T18:15:20.305381Z", + "iopub.status.idle": "2025-04-12T18:15:20.627114Z", + "shell.execute_reply": "2025-04-12T18:15:20.626254Z", + "shell.execute_reply.started": "2025-04-12T18:15:20.305688Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data = pd.DataFrame({\n", + " 'Category': ['Benign', 'Malignant', 'Benign', 'Malignant'],\n", + " 'Count': [5000, 4605, 500, 500],\n", + " 'Type': ['Training', 'Training', 'Testing', 'Testing']\n", + "})\n", + "\n", + "\n", + "plt.figure(figsize=(8, 6))\n", + "sns.barplot(data=data, x='Category', y='Count', hue='Type', palette='Set2')\n", + "\n", + "plt.title('Training and Testing Data Distribution')\n", + "plt.ylabel('Number of Images')\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:15:25.662074Z", + "iopub.status.busy": "2025-04-12T18:15:25.661696Z", + "iopub.status.idle": "2025-04-12T18:15:27.540161Z", + "shell.execute_reply": "2025-04-12T18:15:27.538913Z", + "shell.execute_reply.started": "2025-04-12T18:15:25.662042Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Plot statistics\n", + "plot_image_statistics(image_sizes, aspect_ratios)\n", + "\n", + "# Display sample images\n", + "display_sample_images(base_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:15:32.749152Z", + "iopub.status.busy": "2025-04-12T18:15:32.748794Z", + "iopub.status.idle": "2025-04-12T18:17:06.366334Z", + "shell.execute_reply": "2025-04-12T18:17:06.365393Z", + "shell.execute_reply.started": "2025-04-12T18:15:32.749126Z" + }, + "trusted": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found 10605 images.\n", + "\n", + "Image sizes and their frequencies:\n", + "Size (HxW): 224x224 - 10605 images\n", + "\n", + "Analysis complete\n" + ] + } + ], + "source": [ + "# Directory containing the dataset\n", + "input_dir = \"/home/ubuntu/vnet/TaoST/melanoma-skin-cancer-dataset-of-10000-images/versions/1/melanoma_cancer_dataset\" # Adjust if needed\n", + "\n", + "# Lists to store image sizes and small images\n", + "image_sizes = []\n", + "\n", + "# Supported image extensions\n", + "extensions = (\".jpg\", \".png\", \".jpeg\", \".JPG\", \".PNG\", \".JPEG\")\n", + "\n", + "# Walk through the directory (handles subfolders)\n", + "for root, dirs, files in os.walk(input_dir):\n", + " # print(f\"Checking directory: {root}\")\n", + " for filename in files:\n", + " if filename.lower().endswith(extensions):\n", + " img_path = os.path.join(root, filename)\n", + " \n", + " # Verify file exists\n", + " if not os.path.exists(img_path):\n", + " print(f\"File not found: {img_path}\")\n", + " continue\n", + " \n", + " # Read the image\n", + " img = cv2.imread(img_path)\n", + " if img is None:\n", + " print(f\"Failed to load {filename} from {img_path}\")\n", + " continue\n", + " \n", + " # Get dimensions (height, width)\n", + " height, width = img.shape[:2]\n", + " image_sizes.append((height, width))\n", + " \n", + "# Summarize all sizes\n", + "if not image_sizes:\n", + " print(\"No valid images found in the directory.\")\n", + "else:\n", + " size_counts = Counter(image_sizes)\n", + " print(f\"Found {len(image_sizes)} images.\")\n", + " print(\"\\nImage sizes and their frequencies:\")\n", + " for size, count in size_counts.items():\n", + " print(f\"Size (HxW): {size[0]}x{size[1]} - {count} images\")\n", + "\n", + "print(\"\\nAnalysis complete\") " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data Splitting" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Combining the data and resplitting them to train, val, and test (75%, 15%, and 10%)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:17:13.743148Z", + "iopub.status.busy": "2025-04-12T18:17:13.742814Z", + "iopub.status.idle": "2025-04-12T18:17:25.741276Z", + "shell.execute_reply": "2025-04-12T18:17:25.740442Z", + "shell.execute_reply.started": "2025-04-12T18:17:13.743125Z" + }, + "trusted": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Processing benign class...\n", + "Train images: 5000\n", + "Test images: 500\n", + "Total images: 5500\n", + "\n", + "Copying train images for benign...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " 0%| | 0/5000 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Verifying split:\n", + "--------------------------------------------------\n", + "\n", + "TRAIN SET:\n", + " Benign: 4125 images\n", + " Malignant: 3828 images\n", + "\n", + "VAL SET:\n", + " Benign: 825 images\n", + " Malignant: 765 images\n", + "\n", + "TEST SET:\n", + " Benign: 550 images\n", + " Malignant: 512 images\n", + "\n", + "--------------------------------------------------\n", + "\n", + "Dataset split completed successfully!\n", + "New dataset structure created at: /home/ubuntu/vnet/TaoST/Model6/melanoma_cancer_dataset_split\n" + ] + } + ], + "source": [ + "# Define paths\n", + "source_path = \"/home/ubuntu/vnet/TaoST/Model6/melanoma_cancer_dataset_combined\"\n", + "target_path = \"/home/ubuntu/vnet/TaoST/Model6/melanoma_cancer_dataset_split\"\n", + "\n", + "# Create results directory if it doesn't exist\n", + "os.makedirs('results', exist_ok=True)\n", + "\n", + "# Perform the split\n", + "split_info = split_combined_data(source_path, target_path)\n", + "\n", + "# Visualize the split\n", + "visualize_split(split_info)\n", + "\n", + "# Verify the split\n", + "verify_split(target_path)\n", + "\n", + "print(\"\\nDataset split completed successfully!\")\n", + "print(f\"New dataset structure created at: {target_path}\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Data transformations" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:17:50.764172Z", + "iopub.status.busy": "2025-04-12T18:17:50.763848Z", + "iopub.status.idle": "2025-04-12T18:17:50.769928Z", + "shell.execute_reply": "2025-04-12T18:17:50.768979Z", + "shell.execute_reply.started": "2025-04-12T18:17:50.764147Z" + }, + "trusted": true + }, + "outputs": [], + "source": [ + "# Define data transformations\n", + "train_transform = transforms.Compose([\n", + " # transforms.Resize((300, 300)),\n", + " transforms.RandomHorizontalFlip(p=0.5), # 50% chance of horizontal flip\n", + " transforms.RandomVerticalFlip(p=0.5), # 50% chance of vertical flip\n", + " transforms.RandomRotation(degrees=15), # Rotate by up to 15 degrees\n", + " transforms.ColorJitter(brightness=0.2, contrast=0.2, saturation=0.2), # Adjust lighting\n", + " transforms.ToTensor(), # Convert to tensor (0-1 range, CHW format)\n", + " transforms.Normalize(mean=[0.7164, 0.5676, 0.5455], std=[0.2248, 0.2135, 0.2276]) # After calculating mean & std for the dataset\n", + "])\n", + "\n", + "val_transform = transforms.Compose([\n", + " # transforms.Resize((300, 300)),\n", + " transforms.ToTensor(),\n", + " transforms.Normalize(mean=[0.7164, 0.5676, 0.5455], std=[0.2248, 0.2135, 0.2276])\n", + "])\n", + "\n", + "test_transform = transforms.Compose([\n", + " # transforms.Resize((300, 300)),\n", + " transforms.ToTensor(),\n", + " transforms.Normalize(mean=[0.7164, 0.5676, 0.5455], std=[0.2248, 0.2135, 0.2276])\n", + "])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:17:54.381707Z", + "iopub.status.busy": "2025-04-12T18:17:54.381422Z", + "iopub.status.idle": "2025-04-12T18:17:54.417091Z", + "shell.execute_reply": "2025-04-12T18:17:54.416364Z", + "shell.execute_reply.started": "2025-04-12T18:17:54.381685Z" + }, + "trusted": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'benign': 0, 'malignant': 1}\n" + ] + } + ], + "source": [ + "# Directories\n", + "train_dir = \"/home/ubuntu/vnet/TaoST/Model6/melanoma_cancer_dataset_split/train\"\n", + "val_dir = \"/home/ubuntu/vnet/TaoST/Model6/melanoma_cancer_dataset_split/val\"\n", + "test_dir = \"/home/ubuntu/vnet/TaoST/Model6/melanoma_cancer_dataset_split/test\"\n", + "\n", + "# Load datasets\n", + "train_dataset = datasets.ImageFolder(root=train_dir, transform=train_transform)\n", + "val_dataset = datasets.ImageFolder(root=val_dir, transform=val_transform)\n", + "test_dataset = datasets.ImageFolder(root=test_dir, transform=test_transform)\n", + "\n", + "# DataLoader for batching\n", + "batch_size = 32\n", + "train_loader = DataLoader(train_dataset, batch_size=batch_size, shuffle=True)\n", + "val_loader = DataLoader(val_dataset, batch_size=batch_size, shuffle=False)\n", + "test_loader = DataLoader(test_dataset, batch_size=batch_size, shuffle=False)\n", + "\n", + "# Check class-to-label mapping\n", + "print(train_dataset.class_to_idx) # Should print a dictionary of class names to label indices" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:17:57.139012Z", + "iopub.status.busy": "2025-04-12T18:17:57.138598Z", + "iopub.status.idle": "2025-04-12T18:17:57.264629Z", + "shell.execute_reply": "2025-04-12T18:17:57.263694Z", + "shell.execute_reply.started": "2025-04-12T18:17:57.138976Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "torch.Size([3, 224, 224])" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "image, label = train_dataset[0]\n", + "image.size()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Visualising some random images to see the augmentation effect" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:17:59.077823Z", + "iopub.status.busy": "2025-04-12T18:17:59.077428Z", + "iopub.status.idle": "2025-04-12T18:18:03.526422Z", + "shell.execute_reply": "2025-04-12T18:18:03.525509Z", + "shell.execute_reply.started": "2025-04-12T18:17:59.077786Z" + }, + "scrolled": true, + "trusted": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Images in this batch: 32\n", + "Image tensor shape: torch.Size([32, 3, 224, 224])\n" + ] + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABI8AAAlWCAYAAADTE/MlAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOy9ebRtV1Um/s219jn3viY96QiQQAiQICF0BUEhQEGBmDAkBZFSWuMQFTt6KQQVFBGxRtWoUoKCiAoI1A+xQREQxKaCgg2NItKFNolIAmnee/eevdb8/TGbNfc+595330sgDXu+cd+9Z5+9117tXHN+azbEzIyJJppoookmmmiiiSaaaKKJJppoookmWkHppq7ARBNNNNFEE0000UQTTTTRRBNNNNFEN1+awKOJJppoookmmmiiiSaaaKKJJppooom2pAk8mmiiiSaaaKKJJppoookmmmiiiSaaaEuawKOJJppoookmmmiiiSaaaKKJJppooom2pAk8mmiiiSaaaKKJJppoookmmmiiiSaaaEuawKOJJppoookmmmiiiSaaaKKJJppooom2pAk8mmiiiSaaaKKJJppoookmmmiiiSaaaEuawKOJJppoookmmmiiiSaaaKKJJppooom2pAk8mmiiiSaaaKKJJppoookmmmiiiSaaaEuawKMbSKeddhqe+tSn+ufLLrsMRITf+q3fusnqdLj0xje+Ef/zf/7PQ3pmsVjgbne7G17+8pcDAIhoRz9/8Rd/ceM34BDoIQ95yKA+6+vrOOuss/DzP//z2NzcXPnMlVdeif/+3/87zjnnHBx55JGYz+e43e1uhwsvvBB/+Id/iFKK3/sXf/EXS20+5phjcP/73x+vf/3rB+UuFgucfvrph9z3E31r0M/+7M+CiPAf//EfN8n7iQg/+7M/e5O8GwA+/elPY21tDZdeeunKdbXVz01N4/oceeSReOADH4g3velNWz7zkY98BBdffDFOP/107Nq1C7t27cIZZ5yBpz/96fjQhz40uNfmhf2klHDyySfj0Y9+NP7mb/5mcO+//du/YT6f4x/+4R++IW2daKJDoUlumuSmSW6a6OZGE1+a+NLEl3ZG3U1dgVsbnXzyybj00ktx+umn39RVOWR64xvfiI997GP4yZ/8yR0/82u/9mu4+uqr8WM/9mMAgEsvvXTw/Utf+lK8733vw3vf+97B9bPOOusG1/eG0p3udCe84Q1vAAB85StfwWte8xq86EUvwuc//3n8+q//+uDeD3zgA3jMYx4DZsYP//AP4wEPeAD27t2Lz3/+8/ijP/ojXHjhhXj1q1+Niy++ePDcy172Mjz0oQ8FAPzHf/wHfvu3fxtPfepTcc0113ifzWYzvPjFL8Yzn/lMPOlJT8Jxxx33TWj9RBPtjC699FLc7na3u8ne/5znPAePeMQjcO655+Kaa65Z4jGPfexjcfrpp+OVr3zlTVTDrelxj3scnv3sZ4OZ8dnPfhYve9nL8L3f+71gZnzv937v4N5Xv/rV+NEf/VHc9a53xU/8xE/g7ne/O4gIH//4x/GmN70J97vf/fCpT31qaW955zvfiaOOOgq1Vnz+85/HK17xCjzkIQ/B3/7t3+Le9743AOAud7kLvu/7vg/PfOYz8f73v/+b1v6JJtoJTXLTJDdFmuSmiW4ONPGliS9FmvhSIJ7oBtGpp57KT3nKU27qatwo9F3f9V186qmn7vj+xWLBp5xyCv/UT/3Ulvc85SlP4T179hy0rOuvv37H770x6LzzzuO73/3ug2uLxYLPOOMMns/nvH//fr9+9dVX84knnsh3vOMd+ctf/vLK8j784Q/ze9/7Xv/8vve9jwHwW9/61sF9pRQ+7bTT+Nxzzx1c39jY4GOPPZZ/4Rd+4YY2baJbGf3Mz/wMA+CvfOUrN3VVvun0L//yLwyA3/nOd255z6mnnsrf9V3ftW05tVbet2/fjV29bQkAP+MZzxhcu+yyyxgAP/jBDx5c/+u//mtOKfEFF1zAGxsbK8t7y1vewl/60pf881bz4tOf/jQD4Be84AWD6x/60IcYAP/N3/zNDWnWRBPdYJrkpkluYp7kpoluXjTxpYkvMU98aSd0q3RbM3P+j3zkI3j84x+Po446Csceeyye9axnoe97fOITn8CjHvUoHHHEETjttNPwile8YvD8gQMH8OxnPxvnnHOOP3vuuefiD/7gDw767q3MHP/gD/4AZ599NtbW1nCnO90J/+t//S+vZyQiwo/+6I/id37nd3DmmWdi9+7duOc974k//uM/Htz3qU99Ck972tNwxhlnYPfu3TjllFNwwQUX4KMf/ejgPjO3e9Ob3oQXvvCFuO1tb4sjjzwSD3/4w/GJT3zC73vIQx6Cd7zjHfjc5z63Y9ePP/zDP8SXvvQlPOlJTzpov0R6yEMegm/7tm/DX/7lX+KBD3wgdu/eje///u/39q9ykRmbkwLAFVdcgac//em43e1uh/l8jjve8Y74uZ/7OfR9f0j1Meq6Dueccw42Nzfxta99za//xm/8Bq688kq84hWvwMknn7zy2bPPPtsR6e0opYS9e/diNpsNrs/nc3zP93wPfv3Xfx3MfFj1n+jWTV/4whdw4YUX4sgjj8RRRx2FJz7xifjKV76ydN+b3/xmnHvuudizZw/27t2LRz7ykfjHf/zHwT1PfepTsXfvXnzqU5/Cox/9aOzduxe3v/3t8exnPxsbGxuDe1etyb/+67/Gueeei/X1dZxyyil40YtehNe85jUgIlx22WV+32mnnYbzzz8f73znO3Hve98bu3btwt3udjf85m/+5o7a/KpXvQonnXQSHvGIR+ysk0Kdf/RHfxSXXHIJzjzzTKytreH1r3+988OxmfVWfPtDH/oQHvOYx+DYY4/F+vo67nWve+Etb3nLIdUl0qmnnorjjz8eV1555eD6y172MuSc8epXvxrz+Xzls49//ONx29ve9qDvOOqoowBgicfc5z73wZlnnolLLrnkMGs/0a2ZJrmp0SQ37ZwmuWmibyRNfKnRxJd2ThNf+sbSrdpt7aKLLsITn/hEPP3pT8e73/1uvOIVr8BiscB73vMe/MiP/Aie85zn4I1vfCOe//zn4853vjMuvPBCAMDGxgauuuoqPOc5z8Epp5yCzc1NvOc978GFF16I173udXjyk598SPV45zvfiQsvvBAPfvCD8eY3vxl93+OVr3zlkgJh9I53vAMf/OAH8ZKXvAR79+7FK17xCjz2sY/FJz7xCdzpTncCAHz5y1/Gcccdh5e//OU4/vjjcdVVV+H1r3897n//++Mf//Efcde73nVQ5n//7/8d3/7t347XvOY1uOaaa/D85z8fF1xwAT7+8Y8j54xf+7Vfww/+4A/i05/+NH7/939/R+16xzvegRNOOOGwTBYvv/xyPPGJT8Tznvc8vOxlL0NKh4ZjXnHFFfhP/+k/IaWEF7/4xTj99NNx6aWX4ud//udx2WWX4XWve90h1wkAPvvZz+Loo4/G8ccf79fe/e53I+eMRz/60YdcXq3Vmd9Xv/pVvO51r8PHPvaxJTNKQJjwq171KnzsYx/DPe5xj8Oq/0S3XnrsYx+Liy66CD/0Qz+Ef/7nf8aLXvQi/Mu//Av+9m//1jevl73sZfjpn/5pPO1pT8NP//RPY3NzE7/8y7+MBz3oQfi7v/u7wVpdLBZ4zGMeg4svvhjPfvaz8Zd/+Zd46UtfiqOOOgovfvGLt6zHRz7yETziEY/AXe5yF7z+9a/H7t27cckll+B3f/d3V97/4Q9/GM9+9rPxUz/1UzjxxBPxmte8BhdffDHufOc748EPfvC2bX7HO96BBz/4wYfMHwDg7W9/O/7qr/4KL37xi3HSSSfhhBNOWAm2bUXve9/78KhHPQr3v//9cckll+Coo47C7/3e7+F7vud7sG/fviXhZyf09a9/HVdddRUe8IAH+LVSCt73vvfhvve975bCzHZUSkHf9+629tM//dNYW1vD4x73uKV7H/KQh+Ctb30rmPlmERdqopsfTXJTo0lu2hlNctNE32ia+FKjiS/tjCa+9A2km9bw6RtDZs7/K7/yK4Pr55xzDgPgt73tbX5tsVjw8ccfzxdeeOGW5fV9z4vFgi+++GK+173uNfhubOb42c9+lgHw6173Or92v/vdj29/+9sP3BGuvfZaPu6443g8BAD4xBNP5GuuucavXXHFFZxS4l/8xV/cto6bm5t8xhln8DOf+Uy/buZ2j370owf3v+Utb2EAfOmll/q1QzVzPPPMM/lRj3rUtvesMnM877zzGAD/+Z//+dL9APhnfuZnlq6P+/npT3867927lz/3uc8N7nvlK1/JAPif//mft62XmTkuFgteLBZ8+eWX84tf/GIGwJdccsng3rvd7W580kknLZVRSvHnF4sFl1L8O+v38U9KiV/4wheurNMnP/lJBsCvetWrtq37RN9aZPwsrmtm5je84Q0MgH/3d3+XmZk///nPc9d1/GM/9mOD+6699lo+6aST+KKLLvJrT3nKUxgAv+Utbxnc++hHP5rvete7Dq6N1+TjH/943rNnz8BdqpTCZ511FgPgz372s3791FNP5fX19cE63b9/Px977LH89Kc/fdt2X3nllQyAX/7yl2973yq3NQB81FFH8VVXXTW4buvyfe973+D6Kr59t7vdje91r3vxYrEY3Hv++efzySefPFjvqwgA/8iP/AgvFgve3Nzkf/u3f+PHPOYxfMQRR/CHPvQhv++KK65gAPyEJzxhqQzbe+yn1urf2bwY/xx55JGDPS7Sb/zGbzAA/vjHP75t3Sf61qNJbprkpklumujmRhNfmvjSxJdufnSrdFszOv/88wefzzzzTBARvvM7v9OvdV2HO9/5zvjc5z43uPetb30rvv3bvx179+5F13WYzWZ47Wtfi49//OOHVIfrr78eH/rQh/Dd3/3dA3eEvXv34oILLlj5zEMf+lAcccQR/vnEE0/ECSecMKhj3/d42ctehrPOOgvz+Rxd12E+n+OTn/zkyjo+5jGPGXw+++yzAWCp3YdCX/7yl3HCCScc1rPHHHMMHvawhx32u//4j/8YD33oQ3Hb294Wfd/7j43tToLC/vM//zNmsxlmsxlOPvlkvOQlL8ELXvACPP3pT99RHZ71rGf587PZbKmPAeCXfumX8MEPfhAf/OAH8e53vxvPe97z8PKXvxzPfe5zl+61vvzSl760o/dP9K1F3/d93zf4fNFFF6HrOrzvfe8DAPzZn/0Z+r7Hk5/85MGaWF9fx3nnnbfkqkVESzzo7LPPPihPeP/734+HPexhuM1tbuPXUkq46KKLVt5/zjnn4A53uIN/Xl9fx13ucpeDvufLX/4yABw2j3nYwx6GY4455rCe/dSnPoV//dd/9T6P/fnoRz8al19++cBMfCv6tV/7NcxmM8znc9zlLnfBn/7pn+JNb3oT7nOf++yoHve5z30GPOZXfuVXlu55z3vegw9+8IP4u7/7O/zxH/8xHv7wh+MJT3jCyhPHicdMdDCa5KZGk9y0TJPcNNFNQRNfajTxpWWa+NI3l27VbmvHHnvs4PN8Psfu3buxvr6+dP2aa67xz29729tw0UUX4fGPfzye+9zn4qSTTkLXdXjVq16141gdRldffTWYGSeeeOLSd6uuAVgZnX1tbQ379+/3z8961rPwq7/6q3j+85+P8847D8cccwxSSviBH/iBwX1blbm2tgYAK+/dKe3fv3+pL3dKh+OeEenKK6/EH/3RHy35mhrtJK356aefjt/7vd8DM+Nzn/scfv7nfx6/+Iu/iLPPPhtPeMIT/L473OEO+OQnP4l9+/Zh9+7dfv3Zz342nvjEJwJYZuZGd7rTnXDf+97XPz/84Q/H1VdfjV/5lV/BxRdfjLvd7W7+nfXlDRmTiW69dNJJJw0+d12H4447Dl/96lcBwM2m73e/+618fmxKvIoXrq2t4cCBA9vW46tf/eqNzs9WkX1/U/AY68vnPOc5eM5znrPynp3wmIsuugjPfe5zsVgs8NGPfhQveMEL8IQnPAH/8A//gDPOOAMAcJvb3Aa7du1aKfi98Y1vxL59+3D55ZdvyWPuec97DoC87/zO78Q97nEPPOMZz8BjH/vYwb0Tj5noYDTJTVuXOclNk9w00U1DE1/ausyJL0186ZtNt2rw6HDpd3/3d3HHO94Rb37zmwdxIcaBZHdCxxxzDIhopT/sFVdccYPq+OQnPxkve9nLBtf/4z/+A0cfffRhl3sodJvb3AZXXXXVYT27VbyNtbW1lf1sCnJ899lnn41f+IVfWFnOTgLLrq+vOyO43/3uh4c+9KG4+93vjp/8yZ/E+eefj7179wIAHvGIR+Bd73oX/uRP/mQQR+T2t789bn/72wPAlkFuV9HZZ58NZsZHPvKRAbOxvoyK4EQTGV1xxRU45ZRT/HPf9/jqV7/qgoTNm//7f/8vTj311G9YPY477rgbnZ+tImvPjcljbEMf85ixcGLvfsELXuCxE8Y0jkOwio4//njnMeeeey7OPPNMnHfeeXjmM5/pQTNzznjYwx6Gd73rXbj88ssHgpjFH4hByA9GKSXc/e53x1vf+lb8+7//++A0ceIxE32jaJKbdkaT3DTJTRN982jiSzujiS9NfOlQ6Fbttna4RESYz+eDBXHFFVfsKDr/mPbs2YP73ve+ePvb347NzU2/ft111y1F3D/UOhrabPSOd7zjBpnI7cQaINLd7nY3fPrTnz7s962i0047DR/5yEcG19773vfiuuuuG1w7//zz8bGPfQynn3467nvf+y797ITZjMkC1l155ZX43//7f/v1H/iBH8CJJ56I5z3vebj88ssPr2GB/umf/gnAsjvOZz7zGQA4rIB1E9366Q1veMPg81ve8hb0fY+HPOQhAIBHPvKR6LoOn/70p1euiXhickPovPPOw3vf+94B4FJrxVvf+tYbpXyjU089Fbt27bpRecxpp50GAEs85g//8A8Hn+9617vijDPOwIc//OEt+zKaou+UHvSgB+HJT34y3vGOd+DSSy/16y94wQtQSsEP/dAPYbFYHHrDApVS8NGPfhRra2s48sgjB9995jOfQUppR8DXRBMdCk1y085okpsOjya5aaLDoYkv7YwmvnR49K3KlybLoxV0/vnn421vext+5Ed+BI973OPwhS98AS996Utx8skn45Of/OQhl/eSl7wE3/Vd34VHPvKR+Imf+AmUUvDLv/zL2Lt372Ejveeffz5+67d+C3e7291w9tln4+///u/xy7/8y7jd7W53WOUBwD3ucQ+87W1vw6te9Src5z73QUppW4XzIQ95CF7ykpcsmf/dEHrSk56EF73oRXjxi1+M8847D//yL/+C//N//o+nnzZ6yUtegne/+9144AMfiB//8R/HXe96Vxw4cACXXXYZ/uRP/gSXXHLJYfXFk5/8ZPyP//E/8MpXvhLPeMYzcOSRR+Loo4/G29/+dlxwwQW45z3viR/+4R/GAx7wAOzduxdf/epX8Zd/+Ze44oor8MAHPnCpvE9+8pP4wAc+AEAyLb3nPe/Ba1/7Wtz3vvfFgx70oMG9H/jAB5BzPmgGqom+Neltb3sbuq7DIx7xCM+2ds973tNjDZ122ml4yUteghe+8IX4zGc+g0c96lE45phjcOWVV+Lv/u7vsGfPHvzcz/3cDa7HC1/4QvzRH/0R/vN//s944QtfiF27duGSSy7B9ddfD2DZPe5waT6f49xzz/X1c2PQSSedhIc//OH4xV/8RRxzzDE49dRT8ed//ud429vetnTvq1/9anznd34nHvnIR+KpT30qTjnlFFx11VX4+Mc/jn/4h384bLDspS99Kd785jfjRS96Ed7znvcAAL79278dv/qrv4of+7Efw73vfW/84A/+IO5+97sjpYTLL78c/9//9/8BwBIYBAB///d/7/zxyiuvxG/+5m/iX//1X/HMZz5zyQz9Ax/4AM4555zDjgU10URb0SQ3TXLTJDdNdHOjiS9NfGniS98AuslCdX8DyaLzx2xAzKsjxTO3SO2RXv7yl/Npp53Ga2trfOaZZ/Jv/MZveLmRdhKdn5n593//9/ke97gHz+dzvsMd7sAvf/nL+cd//Mf5mGOOGdwHgJ/xjGcs1XH8nquvvpovvvhiPuGEE3j37t38Hd/xHfxXf/VXfN555/F5553n91mU+Le+9a2D8lbV86qrruLHPe5xfPTRRzMRLbV1TJ/61KeYiJYyNkXaKjr/uL+NNjY2+HnPex7f/va35127dvF5553H//RP/7TUfmbmr3zlK/zjP/7jfMc73pFnsxkfe+yxfJ/73Idf+MIX8nXXXbdt3berwzve8Q4GwD/3cz83uH7FFVfwC17wAj777LN5z549PJvN+La3vS1fcMEF/Nu//duDrEyrovPv2bOHzzrrLP6Zn/kZ/vrXv7703gc96EF8wQUXbFvvib71yPjO3//93/MFF1zAe/fu5SOOOIL/23/7b3zllVcu3f/2t7+dH/rQh/KRRx7Ja2trfOqpp/LjHvc4fs973uP3bMULV/E4rMiY8Vd/9Vd8//vfn9fW1vikk07i5z73ufxLv/RLDIC/9rWv+X2rMqEx8xKf2ope+9rXcs6Zv/zlL295z1bZ1lbxUWbmyy+/nB/3uMfxsccey0cddRQ/8YlP5A996EMr+faHP/xhvuiii/iEE07g2WzGJ510Ej/sYQ9byuCxirarw3Of+1wGwO9///sH1//pn/6Jn/a0p/Ed73hHXltb4/X1db7zne/MT37yk5eymazKtnbsscfy/e9/f/7N3/zNpWxw1157Le/evXspa81EEzFPctMkN01y00Q3P5r40nl+38SXVtPEl775RMzMNz4kNdHBaLFY4JxzzsEpp5yCd73rXTd1dQ6bLrjgAvR9jz/90z+9qatyi6ZPf/rTOOOMM/Bnf/ZneMQjHnFTV2eiiQ6Z/st/+S+47LLL8G//9m83WpkHDhzAHe5wBzz72c/G85///But3G9Feu1rX4uf+ImfwBe+8IXJ8miiWyRNctNEkSa5aaKbA018aaJI3wp8aQKPvkl08cUX4xGPeAROPvlkXHHFFbjkkkvw/ve/H+9617vw8Ic//Kau3mHTxz72MdzrXvfC//t//2/LLE8THZye9rSn4Ytf/CLe/e5339RVmWiig9KznvUs3Ote98Ltb397XHXVVXjDG96At73tbXjta1+L7//+779R3/WqV70KP/uzP4vPfOYz2LNnz41a9rcK9X2Ps846C095ylPwwhe+8KauzkQT7YgmuWmi7WiSmya6KWjiSxNtR98KfGmKefRNomuvvRbPec5z8JWvfAWz2Qz3vve98Sd/8ie3aEYDAN/2bd+G173udTd6pqVvJer7Hqeffjpe8IIX3NRVmWiiHVEpBS9+8YtxxRVXgIhw1lln4Xd+53c81emNST/4gz+Ir33ta/jMZz6De9zjHjd6+d8K9IUvfAFPfOIT8exnP/umrspEE+2YJrlpoq1okpsmuqlo4ksTbUXfKnxpsjyaaKKJJppoookmmmiiiSaaaKKJJppoS7px0uJMNNFEE0000UQTTTTRRBNNNNFEE010q6QJPJpoookmmmiiiSaaaKKJJppoookmmmhLmsCjiSaaaKKJJppoookmmmiiiSaaaKKJtqQJPJpoookmmmiiiSaaaKKJJppoookmmmhL2nG2Ndq9C7/+2l/Hcbe5DYgAIgLJH0gpgUAgALVWVK5yjQiwa5UBMACS51NCooSUpBxmBjMDXMGoAID9B/aj1oqcE7pZwmw2Q8ryDDODKwAQgHWACKRlkbxFrmkdAABJvtMW6a/4PUBJvyICmMFV6wVtMwihECG2ZwCkJM+WqtfD/aQ3ab+15xmoBbB3hRDmRATkzuvjP/ac39v+HsZAD/cQQHl9eN2+YwZLh7byvYrUnrFfDOgwAVyBGuoVCybFJ4nlBwj3VvnddUDOw3fFslg/527YfoR+KPq39dWg/RzeKX3MpQ7GFanNZ+hcJC7D+QPguuuuw3df+F8xUSPet/8mff94jG4s+p5HXIg7nHx7JCKksGZTZqSUQUTouoT5fIZae+EPaZx/oKLvF8BiN9Z37ULKCZUr+rJAt2uBvlgjgEzCE41vUe6UFVFY/3J7zwk5z9DlGXLOoETeF1wZtQIAIyXhmzl3SF0WPswMMAFIqKVg/4Fr0c06rM9nXkbKBDBQFz1KX9DNOnRdRk4EAqMor0gEHLj+el2eCXmWQJnAkB9wBlcCIQG5Q6KEUrXRlECJkIzfUkV13gblR7IGrVu5yh8pJeSUQZmwf99++UyEpPyDW0ehMoO5Ry1V9iJUdLMOuctIlFClqfj8l76E57/s526EmTPRzYVu6nwgRIQf+8kfwL3ufTb27F5HrT127V5Hqj1m63OAC2Yz4SW1VpeHiO1cLyFRljWeE5jmoK4DcmqyhlGWNY0uD/dJ21trtUrJ8x38vqc/+Yfwr//8rwCGfRZ5KzOrHKc1U57DJKstoYk2A8HS5QQgV2uVSmks7U1SICr1qKioDPS1FUHyEJgBooT5fI5SKvrSy15NGZREeGNmbJSC3Fd0uQMlAnNF3wsv6daEz5VShE9ZO5SnufTC0mYCsBfZ68KpNcmvAei6DLLnybrcZA7vRNR+KHukRMq/CbUwai1IKSNl3XeU+r42GQ1AyglQWViL1jLj7+HeaGPItWq/EVLOAFs/wusSW8dj/pvTlvsuUQfmilrY5frxnMo5gVJaqnusPwD0Xu/q98WymBldl+F6BQFgwubVGyvrdnOimwNvujEozec4+i53xh1PuwOICLPciexQ60BXId2fk+lRYBBK26vH9dNvRa2S+ZJzFqFDyxRZR2WRwIAyJWSSOSq3M4iBAxsb4FqRE6HLCTklLBYL7N93ALUyupxBxEgE5CQ8eCCTad0YQK1F9N7Rd0Y8WpCsdR5TvD4YEyszqIulFqQkOjdMJKwVtTS+QCkh5YTSF3CtAJHwJu23UipqX8Cs+rvq4SmLPMbUdPbWBNLtRvglM+OjH/wIvvjZL64cu4lu2bQT3rRj8GjbAlmX/xIzsq3UdB/yDS2p+MCVwRQ2Lc662VSUvqii0SF3qQFVxCAQODEqk3KNBu7YO4houBGqkuK1YghYpUyIMoEcPbLveWnByyabmrQ0ZhvMy9cMXRr3UdzpyUCv0WM7IQOpODAgqwepMuWNbm3jVWDMzl44ElwjoBXKTOEeuz+reGavc0EYTeqyLwPoOByHUEaN9a8YGNStAo4YgTEbyKi314pSCkpfMMtQoVTnERF27z0Cb3zD74Y2JXtQ+nIgVbL8Y4Bz8vKlWlKnGoSrnEUI2o6YRQGOwqj1LUHxOQJSyiilyKbtt7Ir7okSCjEKBPgjyKYiRdmGqEVrCQlNeLTyvjGwzc2DBJBIDSzP7PqXkQjj1dfcWEiWjbwD9xEsBlAJZd8cu9d3Ic+AvoggggQU2gQlNFDelJsq48WYIxHQdcmVC1GqRCmriUBcbcrLmGW40gBTtojQzTLyIomSFXhj6QX8JgCztVkQmtiFNqtX7mbY3NhE2VhgRhkdOlF0AdRSwJV0Tpoo2PjcQEUJwBFQQVRFueT2PfkeIDVdbCy8niaUsjUcAGVChwTkGcAVpe+xudjEYrFArYzZrEOed0hdh9PueEf8+iv/J2DrRHnFP3z0I3jNG3/nMGbQRBMBB66/Fv3GftCuGboMJFRs9pvAgQJGAbAGcMXmxobMYUo6pxNSysgpo+vmohDgeuSuQ9d1oJxl30wCIoD175LbvpcIIFO4bKHoc2TrhPHy//kyLDZ7DGQAEcp0X45rE0FuAUTFVzWfZZ8mA7o5PNsz0Bc5WLN9JGdAeRGIwJkBLkCt8qpMQDeTdQ3ofkbAfC73RCCa5PRP9mE9vMtZAfXq12gmYi+XApQC37SJBHizhjkSBFAAj3a+6UUZRiklcDdr9SOT1+RlXArAVYH1FPpfZQcOdYX0Mw8GZlhJAoWDuVCGyWik8jMXr08rHy43+StUGZWD2C06Is0E7BkdhDq6YzKXFT+8yeX04bvDwWacU62pTvuu34enfc8PDO5JpaJb9IMmxzMZmx7jqiZTBxjoe5m63Vyu9b08o+oHSpUfez4lmfI6nF7NOhJRb9GUEtLaGnbv3u1j2ZceGSI7+SCrbCJDG2WW1HQwLbIBJgmZ5UCJKyOp3pdU5q6sYKoNXArznEVWSibrG/tLDC4NFEkpYz4n1L5gURaqW5p8QsgK4hpFGaluGvC1eh2YTuxLCgCP9D9fZoXbukjAsDPi/XbI3a7VKnrEEIjemtph5Ki+zKi8QnNdobYCwF3PPhOnn3UGwECXOqlHtQN3WbsH9u3HB97/t9vWZ6JbJh0SeOSk/NsnPmzCcQNAArYslkV2p8kkwrUZ3BQJA1CUH+SuQ+KkJ95NuVE1ViujwsoK5HeZTOCxujHAciplFj+2uUTjmaUiHOAImyFIN2VgCTzyj9T+tt/2N5I0fGkj3WLlbtW8puWFDVhGg/1dwBA4GgmGoauWv4jfxfYE4TQ+5gLsuBwTXq2d45eG8qzsAcg1EkwGbVg1cKFkknkZBTfpKgECSl9Q+l5OfFMVwVHHISXCCcefoHMGoKDIRiu1QT8To6qEYX1uCm7VkxMDjw42i+sK8EiGgHz4RXDJcipbWRUSeXffy4aXiFASUMEOrlWtv5zWNBDWGpMGQ7DdtnnrIOFTylt0rkahM+m87vuCrgvCOrX5xwx0uUOf9aQo/AOT9mECGR8EQCWDCtCZRcJCrDGJgJxmoK6Tk+mURKZWnpXVGgql+NxM+sOAKizWHnJhY7621uad8gx2Pqb8I1EDQk2ArwCSzJWUgKJzuVZGyoxMHShbpyUgiaVPlzqUvsdW0KPsCdqHgWc5sG5rSPeR2UwsmkjXYNX6yQld1opWKVfHbbGoKGUTpRbkUpC6HilnHLlnj/PKpPP/fufcC8cdc4xe0/0miRnEZz53Gd78h39wg+faRLde2jxwAIuNDfSLTVFOuOLAgX3oc0KtCyw2DiDlBOaiClaWucpiXYfcgSoDXYda9iF1GTybCXiUsxy+kAJHOQGb8LUOgljjqiWhHKlnAUl66FqqOObo3fCDEGCo6I8pyjwJAjzUBQAWC+BoieyskIDNBbBYAJtiZQ1KWpdOFT8GeNHADYJ8P5/DNSoDXWbrYq0tjWoAmh/mMIDcgBNTMpnbu2oV8IgVAcgkIHNKy8o9ZRyUaIZlAcjq0rpBgL6xrKd1LDUANNYmanJlBI9qKHvpYDcomHEM62h8rM+4Hz1OzmeXZS1twzbg0UCudDkWbS9YBS7Ze+1eolZXbyMHGXvUJ/pdWezFL/6Pl/pBCRRkI/tcm75CzAJA9gWlFPS9yle1bazWSpHVGCBGqT02Fz36RUHVQ8CNzU3s27cf+/ftR63AyaechJQ7LPqColaFiQiV4dYyt3RK62tYP/422KPgUVW5UIaZBv2XgbAkVA5JBC7L5RLUugakAK/Mt8Fh91hHCwqpeK+QwMJm3Uh6QFtZ5AVKYK4opVcgitvBO5a1ESvcpp9Z/2ypbkSdVJeLTOsoK0IPBfW71PTgARkAZyC7VsJ0B5d1VD4qRTyAiAg5WB3VyqilgpBc/yGVYysEWIvg07ga1f8DZvMZupno5R3NtC7S76QHE2vr67j3ufdBrRVdZ4YhJktL6UUtwi/71GX4+lVf36IzJ7q50WGARwb3MJibWR30s5HJFqS8nkarKOAaMAHA1owpFTM9ISI/jSPUyoO9kHTxcWrvMQsns7axd9mSZSsTAJuphit8VuFhq4Nq7m3zqnuzwouWyggfmNo92zAe33SXBIMVxVL8ECoWGCrF+sZ68+ixHZ2KBMEiCklRILB664Y7qBONyrJ7xpZHXt6okuN3bEfextbvImO6uj58p9YxbhgDQNDHjuPEGsxLr9bSSQP51DCgsiH1OyefFiRrkXg4BXjU175hURw2Hs5b7ZE2v2nQliYPbmVofGsj6x9rtgHdcb6QbprRalHGUxRAUpAjhbGJy5CH/JEZqOS8S3d1qUpW65pEetopa8bOysQiJykIWnQIFZay8TVT7pS0LEbXdXLirTWiUB+ujNoXpFknVamsvN+OT0Uwy6qkmWUcKqmBQ9J9IjnQmlSBrT7PWlsdmIo8Pq47GDikAoiCcgNg0+anllNK730BB82yKgsFfa3IJWM+nyHlrAJccnZxzNFH4T7HnOP7BmrVdjFOvM0JuH7ffgd/Uxb1/1OXfRYf/fi/7HSiTXQrplp6lMUm+s1N3eMKaulB3QyJGFx7UDKXUMAOFwiMBEZCbb+pqjxUwyJluMUtpwZAqCAP2G/I93Y6Z4umVmAB+IQ3UIjS8v4aQSW3LChA7eXe3ixbTDkOWtPmBnBgA7yxCQdguxnACrrUCpRNeVb8RgT8qRvwTdf24X6jyQUKTDvYYu9LM+0TtDoVBYoMdCgKKOQEP9CiBFSTFbT9aQvwKG7vxKP9fixY2Z9Rdoq3hL4z3m8HV/G5MRgEXh4n26cIAuhRuD+CR5Wa5dGYbG5EectOT5hW3w8AyZ3NMJhT9lxKauoz7oM4t+z+BgANZC4rn9HqqHJkZsYDzr13Myfy+3Xcve0M1ILa9yibC/T9An1fUEqPvi+o49AGgCi/qCi1oO97LBY9ep1DG5ub+NrXvo6rrvoaDmxs4E53ugP27t2Djb5gY2MTWd2umBkbmyOw7hZKs/kajjjmaOxaX/dDd5d+WD1KSGUNhsgr1WRNtOGPIjAF6xpKAvyhycnmOmuujG50QCY32eGcFCecUUEtIlDOLgdVruj73t1frUoml3l4FHeV01+VXVZuqkWzjgRU5UkUpj810Ezb2Tqi/bnKnVBkDz1WUxmpyY4mE0r7ZXpLP8SDwrFVfDJgmliXgrgLJ9XrDVSKwzTsBJPNpB9lZcA0bAWuEk44+QQHj9oBNZCz9F+/KOiLjMPRtzkWRBmmf7UxhV9jZnz2Xz+51EcTfXPpkMEj2bt0UzDrA1OQ/C5TVIcTFrrYyBVTHtzfKAEQv+/BVlzNTc2sKciVcXDbzygqXtDrdlJtZbVa6mJNzvzG1Cyj7KFwY9zI4k0m5NgLnSHQsLkOuNjmOHhxK2fwrvj9cn23uNieCe3y4gMIsmOKAtCgDbEhdm0UwIDQhC0O9w3KDm2JQlP8yp+xnYtCX9tXTfB064XByVorgyghd4KmG5APY8YIm1WrKAYzf2nOG4PF8B4Yk0Wbf3FujOXKUXOGw9Wes+npQo+WT3H+OfgzXIOkO7/H9vKXc/z1LUGnnHAy1tbWALS+tBMe6dMoxIs7W86sG1wTIhgSX6u5Jsj/SU+P3AopUZhnCO81l2BZLkmFaXPXcGCdrFxo7BDZzLkyKqoIS8liDGUFjyB6FycpzwQgYrWFYj9JdFAnrGMT5kSPTCCYRZy+N5kFURPubH1YzAyOz8gv2JqK/HioP7UTt3lO3m9a0+H6ZHZXUcrN9VlipvRY1OICjcTXy3pPLAMDq009OgGYceLxx+Nx5z8GBMJ8TeJPgYEP/P2HxGUv9hUBX778Clz99a/tZApOdCshkcEruPSoXJCQkVCxPutQ2eJrkMfYAJML8YkYmdB+z0hduSBiUgLElML2ANZ9dQTguHBk+xXBAQNioGwgTFaY4uaWPrDHqP0YIF6rxmysQ+Aqgkxg4MA+YP9+AZGYBRjiGYCZ+vwUoN+E+uTKTyVgk/VwKb43t3YkUvAoNwsiSkAu8nyUsYqBIfrj1igZAtSU0LEmH7CAXFuRs4rNJttst5G7KLGKuaklVGXIiahaVUUZyfrB/KSWQJg4jiYs6DtWWR4hqRXXiJjVMotbGRpfKAjD7d22d9V+2C+uJBPExGIkey3NrzTYW/237UFL7wsubQZKMdqcqgyGzhkrQ+/j0qPvF9jcWKBfLFBrRV8KNjcX6Pu+xYZK5nQFMBeYt0JfK/pFry7m8v7F5iauv/ZaXP3V/8A8Jyxqxca+A0gpqQJdsW//5nJ/38KIZjOs792DI47Y684FSUEZGeIKqgnIIt26WhTGz46+WqG2hCwUiVr46AeZNsHSLAAVjVRes+9UjnG/Fbfwl9g/i17iOiYHRgNwBDWKiAK3TUNq9bX5OqiFs6xoxQ//255j8htdm4j3exsTZD4Gz4OUhP852LbCoLF1rR40qwyUksR7FGvxilJZ57WMYZfMwIJcraNWWGtnJSyUf5hXQzLJj1hkTEpN1iVqFlaAWK9zwkm3vy2YMijPvM9cn/IukkO7r3/16mFnt2EfXN9//T7sv37f6g6Z6AbRIcY82up6UMoR+P52ZYH14EoWjWEIFjBVJltTLIQvSwBYYjlhl6m9ykxmVIHocx43LFvw9n4KbnRbUtj4otWSLd5sJ0V18I6tqtZOQUxIG9V1oPRjNAj67oPR4BHTggKzY2PsNdQvPGS8etDVsV683M6Vk2UkLGxn+rwTalxWA2ZT+xkwX8gpa+QuJvSW4QaUc0bOCdxlEJd28lBszCFKqJXjXJXCieao7XYgOugJQpUINfpY21gaoGf36v9erMITjCG/jIKrCUm2Kdl6crBOu4HC+I0qaeug2JrkcP0GDNstgS586KOxZ9duEYCgggRX3dgAUrcxAKCcV+7XgvOIm+Ba12InJY1PUmobQyIJpF3DmFauAlPYMncWUJ1vAjbsjFoWAFuQSFa2xyorM7oU5gkzOJzuQOc0aV1QK8qCUfqK+a414cu1iPDh7nDaSEDnloJklCAnZBLsIcGsskLfmGCmSoG0m72CKavQpybNOQaIDOCR8Ux3A1DwLmXSuCmM3M20H0Rwms3nWocZZpX19HGBxWKhlkMibIoll+pQvbxrlhOSBiQuKKrTEubzOWZz2U77zR73O+deuP+97+NCa57JfHnd770Rf3np/1s55w5sbGBz85avVEw0pLVZxqzLyAkCJFfRY2eZUKquE67imgaobCP7EnECai9BSiuAZIqyTswaGLGZ8mV1y4K6dVW0+7Ixk9LKArXALfYZAKjCQ/2sVPANfLC4I7qXjmPqqNsoNvcDZT+oWmylbItLYiFtLgBeALMOSGstNuLGJrAo0q6ZgkoGHqWsdevgHZuSbFZJE2yYRmUygAFICdIPMdAHA+Dc9nVTVC2m4yryvglWQoRhny5plcavUgPhGDKuFoaJWN5rZsUmJ5qSW0sDaqy+cYxMw80h4A6xysO13ZvqajmS9XqUaaiENlr77Hu9x+SIFDt11F9R9KvxuSBPj59dJZu6rBRk8sTAgevFCq4UXV8JXLM3C5B9pNSCftGj39zEou+RUwbXHlx7WXe6/8SDjM1+EwC79eliY4HUdUgEzLqEXfMO+1PCV//9Kzhi9x4gZ5TFBioIdZEEnNp/YLm/b2G0duzR2HPS8di9voZ9112HI486MrjTq+vfVnIiM0qtyMqDyKeu/YPP34HIGhCM4Rm1WUNbOcPfdmNfKuad8C4uEt+0FnE9zAnoUtI4pFVDeSsfjg0JKkYzSloxTwnhMFBcucRtUflKSkv15ApUNHmnfcveZouTai5snriAd+ARoMANJ+H5FgqvhvIZ1XVrM7xo7bG2q85YJV4nmx5LhNQ1ayHm4p3VF3lLzqTJH4Bai8i3swQqBGYB7etAZ68qI2sfJsL9HvrtsNhNTT63/ZP8u89+/JP4zMc/sW2XMAOLSe46ZDoMy6OmxSzhBToBZW3pPYlAdRjzCIAw55RbtjUr27PpZJQKEKkPpSkUKQerI4gCpIpP0tMQR3aJVmSOsGqE+DRaa1/APDq9tlbpNS5h41WFhxw8qPCUbbGIVYja4OTLBK9Y3bBjbckWVnHn+NwWz4z9CWNf2KmScLL2XaVmzm6nWn4I4FwFo0a078wc28wlI2hh/s2DaitD8lM6Y2Ir2mxB7QYB0iPDN84XylgC9sjrRgDQQwMPs6L9ZsbcSRdkyWzF1aza9VkyhN26klYMk1h3VMqgWuUZZ37D4YgfCDZ0cmJhw2jvcquX0KRmeSSVaE4McWMejlmMIWZBmbeSA26NtH//fsy7DvP5HN2sA8DY3BT/bBGOZHy7rrkzkA5G1XgWEmOKsWf3sYOMOuLCxRL/A1CeIXwNiVBZTltKYT250Y1a/9XCoMQtJoCe4qRkpsgJXUdaR1K2xOg3DsiJUteBujmIugFYDzShAETgVNF1SdmUKLgprK1SJH5L7iSOUaphfuUEQocMjWcSTg2JxFJV2MGQT5kQIH75AKvg3tfSXO2y/K4Q4Z8BoMgJZs6E1NkpsypWs5kAX2plVEo7ZZd4TZolqTL27zsAyoScJbtc13WS4VPXQOoy3F2nMhJVzNRS0TKesArGpRbk1GG2PoO5AD3tCd+Lp/23JwqfqYvANzNe/+Y34Q/f+ac3eO5OdPOita7DrvkMu9bnWPQC7DL3yCTupVwK0ixjNl+TLEEGSqNrckWe6d5UNc5RNwJ80PZVzZrY4ueEOECJxHrEDkBsH+zL0MXHfncWRyO8h8NzleRgpVcZpvQC9Njc5qI/LBZHiw25BxCgpG5KOaUIP+QiVkDcA70Excb+A8BiU+o8m0vE4pm2v+taPXoFYopmb81oMZi0R4GqkY4ZLWg44OndqAA1gjn6/WIbRdioW2/9CsABInu1yUBmeeX9n9pYKkjvcmQNVjjROoiS1Dda3QRFdSBzcKhTtDxy+SthACb5OAfgyPpi0UD6AcV75+utvWMQyEEea9dovkW5OX6/SlYz6hUktToyA/MssmpNICagEKjXw72AeeWa0TEjcYcZiVXKLBHWckIpXYvjV8S1htVFHSQZrGqp2OQF+o0FUs7oEnDEnjXUfheuuuoabBy4HkcccQTS+pqG3aqopcd8tqPYEDdrms1nmFuG1pRQa8XaLIHUkpch8jMVoM92yASff1yrhg0R8oRHUQ5lSDBpwLNptwlSNXRYFW/coJu0siyofHiGC8DkbuulFMGbc0bushycFQvOTS5/DRMRKXHzcF0iX1YjGadavSVzmmDtIbFNJUlkE1RCB5yTHHA3N8rGY1jnv7kMbkXMAIrqzhp6wF9GUi/rQ7lqa1T/I/ItgEkOBhlquR7ZHwHMJIekUBlSlRthAQlEtS1lNQyxl3EtzcXR9DISC91oxT7AtsliZQnd6cwzcKczz9i6LwAsNjbxnrf98Zb3TLSaDi9gNgCbUttb6QzJFGmbg0nUKFnizOJ+XqvGB5FI95aJI1MCLD2obmYtbairwjLBIpMxxVeOycFxk1tq0jbghDcCqH3vLhAR5fQySoFILhFAWVEWo5nYjqo0qMFOuthAk7AHN+un0L4R47MXxwxFhwQTBLmjvSfWXc2/rSIGlCU0wW3H79t+XLz9wa1yJTg2RldcGEa7t7a5IFbjhFrNNUcFXDuVI8YgNgHRsG0RKBu1JIHBxuzM9HPF3GQby3EvrNi4CABSBqHALDVk01RGbACrrsdYqPtkG3hE5PFyxEOiqfs3darZbyR1nbgtgqqcROr1WgtqbWlLAYRNzKVevS66DSdNB+1gudyViFQHzB7cMCGBqfh0tRg6dvrMg5M3WVfErIG9RYJKRCLQaDrkREABI9WWSYg0gHSPuQRUzKTKyIYKD0DuEohm4tblsUGaFVGtRUAZTfOaUjsVM6pQZYUzzGS6nee13qLMAGXURQ+wtl/5Po2VZD0ptAyZXc7IXaeuf9zcaLJaHizkpBh64NAvepQiVq2VRIeddRm7du0C44AAdJWx0Ptm8xnm6+uglFA2N9z1LydCmmfUnlAU7AOAbtYhVfHhd4APkDg3lKStDBF6KwMFoFnCkx7/Pfje//p45z+1L9jc3MQrX/1r+NgnPn64U3mim5g2+wUqirim5Q4as1VTu8/AWTLIln4hPII7sXrLjJZNDQBU0U/BdWh8QEKmRQEIe0aLHZPU2taAJWpBq6MCbkCSWu1JGfpf3OcAqF+CWvJ2QO6BvlMQpAAsaxoJcr0s0GIy6fsscxyXIMsooNURkOatbaR7rgeUjr1NrR+y7rt2WpIJHhwzobm3EeAxljwT3WhXTSvc1sYbrwEzg3uc2bd+XFtrFud+YIUmDwIQX58U+oJd8fJy5x0GMl+wEPDKEVoKMLvHU4txG/+Ycc5+O5Co39UKLEYuaUCbM6z3eDp1Wt2XJgu6bFZbuy1Ol8v5pc1zn++jz7Mg0xv4tu9AcKFkAeEQ5n0ROZ3V8oT7HrUvyBDeLRYTFQkVFRU9F9SykIOHWkWZrQDVio4YpWyAMMe8S+iO2IN5l3HtNV/HdV/7Gnbp/lGoYrPvQVywPtvGDfLmTl3GKfc4E0cecyxmXQcuFXv37kEmQrUDMSWzZEEPP/wSS2f5yTORSST8WlWwrmjfAvPZGiprJlrOKmckP1yrkMDQXKAHdBUpdehShodXsUQ2ZiWtmRxryNaYc0bnSZk0fb2lsHfgwtq0HLh7lSQsYr/KhSa/6eFf1UPxaiCQFuIAlTuisP92Xua4f8s8Z++jJOCdiF1VZLsgltqftVQks+xUPcDkT1DCbJbBMOsnPdAj0w3MMlaStGRKqDomYhmUEMGtUheofRELviTyFuv9HOIBdJp5E6qz9IVQSbNDpzYewz4WeVIl7tZ/OyJCImC+voZHXvTdiO6F9hvQAx4d70985F9w2Sc+fQjvuPXSIYFHckjRgJlhLBVbQbLQ2Ce6TLasArMdtOphtEwkncCSEj2rfyyh9OaTr78qwOoqIOq81KOWqgJ9q4rVtx1s+Gr0iSAxQBLKoke/WIDBSNnSM7bvG9eAPKdZkGJ7fVNzX/JVm+YhUlTud3R/4A4MwBc/mvDhcfp4yABtvADErLRbUhR03Oc+cFE7EcvUBNdozm4BqJb8uUaD6IIJY8uglU4mcNiD47IDi7e6jC3TVLgS5qrXdA4nqqglodppqj6ZslmANMYfq7RyDI1RsbGoaIMRJm6sPhRwJSiIEOIrEZyFwvzO/bo8Xe1lCbA4Od5L1IL5xToC8GDIVBmcLGDyij69FVHXmVuauDXJxs6wxWHWMRIHKcmJlRKBnE/2JQV53IJa6ylMl+WECQBb3CKCnJS6BWYa4MKczHTXFEh9qSUTQEGvrpgpd8gIcc0Ah218TlQ1K2YTssSqqpYi+hkI1CVw6ZempOFYbMK0gjcRszUebbEDDEu2opq+K2ts1nUoffVnY8BHOwGuajk0m0tWn0zqpuMnw8rfq7rLWPNVuJrNZ8hFTNN7VE3CIGOza30NhdnTAFdm9H2PemA/EolLgyx1tUpKSbxVdC5InRNyTs3VUEGivu9BSEglaT+o2XxldLr2ss4tiz8wn8/wg9/3JBw4sKG6Kfs6feWv/x989eqrDnVqT/RNpo4YMx3boie0iQhlsYnFYgOz2awByCyHYTTrxMImqaWb8/Y1ODPogebvobyAAGyaso+mNJMBUAngBHdjo8BcbP+sUOVaLXEiOIBWleEHC8IEgDoBfKpazlRSlFYBiwKNRWMWNlqMA2OslkhFvzMgSKkoqNBB5QjdLxM31zSw9JVZVFGoQx8Zmez3Yv1c5afLzYrL+qcfKsVLzQfEwpHiddtgaSgTmMuhySnRetsywNl4eqBeHlqGAW1ubLUHGxMutVnbVCvHDhab/OC/o2wrL2p14Ph9uBZ/isaaMtDfZOEoR9vnWHcPzh2uLUobizgmBliCNFSE1UU7c83iaJncmQDu5B2bPcyl01YWMaOSZO4sqaDvCTW1zGsSx4VREgGbC5RaAfRIIOxamyGTykSJQGmOeUc4au8e7Nt3Pfbt24X5WifxCusCiRjz2U6E7Jsn5dsci7U9exSYIOQsSn3pKzqPDdYOpD1mpE9lARk69aM34MgytbqYSoRFvyl9n5OGYCsem8rYRibJqlaLxIWL8pdNVFk6bbFWVosyDUtggEfLmBzWBQ1BCQrtkN9o9+tDq/BSWSoCHBUuMLBIQJu4PsIBrX8e8QtjtWP9yeoc/iBg4AaWM0EDIjgIlFT+8kxoXQe36gG3sfNSm+WqBUQX9862D5l5SZcTNno7GF/dX1DAzsB8ZkYHSwiqeknkIYF/NG+LtheaZ8CK3hm9Vg7Hc5edhQx1R5nfZhF/pzPPwO3udKp/NoqAGbTOf/PO9926D9gP/RGdkASfKGTqL8fxHS42RxgJAPSUHKNh0ufc5Y18aqPNSPKnONzbaqfXVirswHBVyn1ulojmorNtDyg6zWk0OeOitY3MhJ9tSc08fUPX+vieza7gY9C3DENpYa4wEXQZvWMAnoEb0GWN92KjgKL/Rb/8+JxXh9pgMoJJfejwgcZI7TQ1CmlOYbCCEub1i4KsPxvq5JotmtBhZXFs+3I3AcaUwz3KwFIm1EULmEiJRNkHD6rs3bKCIrPzDW5V9pItaeycNnwbWf0rtbG2zUvbY65D4i5HXpfGqNuwUuw7rGL+tz7qZhm5k3ZzmG+JGsDW/LolyKBtqBb3JyXCzE+tkk9zAeGTxumJfFK5WZKx8bmdCWRzX8GnGATJYjcAJObIbCdEFdXvEUsby3hWWHW3JObBHvrLeVGb+omtTaTZ13qkTOgSi55QQ7Y/eZlWVcy+mdR1AGplFdzGbCqZDpNyBtA5zyPVJ6xwie+qAou5D/oYVHUjVX6ZIY00FwnWXYPEcqzKOTPQNXCKEmGmGXGsfqUUbG72AFWJF1uBSlUy2lEOdSPP/gblDeYmZ3GagIrKJOFZYAIsoy/9YJ1VSL/O5hnHH3ecnFZWy+wnyvBT/uv3YnOxKSzZXAVqwWvf8jvo+1tHNp9bA6WUxTouZzCK7NMMiXFWCrjLAORk1YLaN4sj98cAwEBaJbLpXur7oK3E1PhEVLrtPvsMghyG6D7khztJ3OVqHbq1ETXrEkqQGEGpPZ+yXEslAEhZy9xs5TiTSUCX1AIG4lbWL0T57zpxUWNgcOCzvq6WhVVBJhLroG4u4E9fxD0ublMGTlgQ7dI3uaBou9b09DsrOG9WMaTAQxRYbW+lpIGkuyafunxp95IJwnowECyV7fCtVo13RMB8PhxLrmKx1ZdmKUbZh39o8RRlKgAU3N1MxnQ5WudYDRY+Fizc+LRvWh0wSxpEW93qzOKsLwGog4wnpwYUmoshqIF51h+s7/STBfvRd/jhJKl1mLpCJ9LvrBzIO1nHxGNFBTmVGWLWoYGlSEIG5KxajAUkrr1kSawVXGxvkfZ1mZCRfCrk1AGoWGwuxEqhViRmHHv0EfjcFy/HxoF9QD0CxJIxkVLC2vwGOH3cxHTkMcdgvrYGs9TIGtCdELKuarzBaGMcExxZcpbwdRPHScqyPVlE9iaQiKFA0tVBakEoMlJKouwDcDdDMqtuEuOEWiTGYeklw1qedehyJ4dJBbC4tzxY7NtROEz1to2eC8vY4jxa6QRSuWzUD/ZBZZeB9wFD5LHBqw5S13CzsyX9Py5FD2GgcVLFUIJcbnU9QeuOUEZ8lY0bOdCrvUOAHXSHla3xIdnZnmMM3idVrP5JD+YGynzoNPuO23tWUTwE9/aPAE9AeIPRfG0Ns/lc5DlHJ9qhsNeGGWc/4N7D2E3QrYSSZFalhC98+rP46pX/vmUdb850AzhYQFeVCQz2q/Htjqby8nWiFUMcChsIRO03AWiASpjINH4/w6L3DxeuTFRKSVzkoGCAvo9ZUm0PV2gAt6KG7dUmWwn6alqu+opuaAIHt9W0DPcO+8U32fj3UsGrXzrkUMCgLcMyyIM6ysbP5q4V0OcRFxuWbeUmChs5YUmwXbnQG/N0YS3WfdxcGnfyWJCCmrGHvrU//G87aahYeoG66FQz/YfJOazmourLbci3pr001zRjeqTCpccJU8YsmJwyvuAvba5mBEJiCCgQFFxicwmy5rAP6YC12vxW9ynWSsUNyDeFuI62mq/bTbdbIBER7nPmt0na9nioazyKlG/YxqEKFFc5TYP3rZ3IQMMP2ibIfl0jTg9nPel6QxPcG3CjN+io+oaHBjw7QKTvMp94ud78wQurKxszQAVs81SFX2iwbivUZoXPbxKwhACViDqYAimOdsn7wGI9SWinpBZBzfKRlS3k3GIMkHextkEtJSSlufAiSjqBVeC3INrMQMvTGXmzjs9A0CO1LsXAY6JlsZPfpYZ+0MCXou+p2bxlg9LOlhNGPfFz8JEcdE4KEhhgWFFBrKdvCrpZAP+iEKAdtJtR573vcY73hYBLAmh99oufRynFhfsmIgLvv/SvsZiApW8qURIwIuWExFmD2YtrphiaVKQUzP3jnjQsCQ4YDK5Bf6L0at+Feekgqj1gR9gr5Al71oJaMynogqbAZ1X4WQEiNkslai5i8eBPsQO/TgpapATMsgAOwphg8T2QNcYRmwsSBDSa7xbAZtFLHCUmgDq5P2V1VbUuGsmPZqnITRkTHEV4uYATKhqb6x2ys+Qm46kFT04Q4GgraxIK/a7vHdRJJ0KFHmqRlhfGF9q/RQEVzMLz+n1sr8vFJncBzfKbWtnJXEVMXo3zQe8T4QQNbNT3uUuuAY9m4UPSX2YV5fw7AGZuzUStP8ztOGl/sL7XLa6S1DVlGR8CPIuHD6TJbOE5Ww82h4YbgOzXLHu5pG0vKGWB0heJqadymGzZsreJa7OCEySu05gNA/0ec/RR+PKXr8D+a6/D4uij1FqYMe+SWLDeEmn3Oo48+kixliQ4LylqnUWR19je7f3dDtFsvrhYD5t17f8Yd1N0MYv/mDxOPwAgJaRMYBYtz8APO7AhrhIIXQGP0heURe+JONZmM+TUoZQevR3CBZUBaIYR8eCUgeamb20gbbsJ3tqGFuKgXZfVQ75Pk/Fwn9I8+Cwfx7oytz4bfrEN2TpWmdQlPeVJAyVe3m8yke1RtVQHewyEGR8q29gyRCZ1wInMSifwQAUKhV217z3bWgB64PFhyftlqPbqvQQsH7KHuwb1TaP3mLvgaFv0gYYfiK5SWwnAyXc4ZThfmFBY5NZOQ1iAgL1HHQGE8otmZ04mN+s8/tJnLtuyLTcFHSZ4FAXyAOKMv1v6FKZWjPQbgIfl+PONkQyvRQulYDG03QKyhQsMhCRKCamTU6yBkZBwh1BmFEDGjSQsz1MTGsKjK+RBu0/47XID3DTRhYJQDztctDatarNT8vHiUb9v229Oo01363W5XAETPCLU6793yPV2xB1XtGcwftyEIaCdajmnGL/PhOK2qeWug6Ulj6arpLEEaikoVVNWan97EDdmWAwGhi4DrV/KIsSJSS2rJZkxL1sfuh7Y2ZtUWxmlgxQesyk0iwDK4bRSv2izaTSvrW6qkJMp+9zMWXc4CW4xlFLCd37HebDWuQweMuyZ0i8ZxzKiua/5oVvWEcA2mQg5iUts9oBh4gcP7VML9E9hbbrfvDETIge3uFrCAQnmmdXqSYQdhqVlpSQ+7YO4RFZv/fHMTxqM3TBeNxIEO+8uzEG2MQsElnhAut4t0CEMyFAhxOZRVYWGNJNmVQXRliMFkAmUxLLH3UNZ15H0S60BLCOBjzxeEqGtDRMGtBgucmKZMmksJesQ6euUM9bX14BSJK6Rgjtgce9baMDWpObbEvS8uTXawUWipAEmActWV0naUY1fpCSphEOcJ7fhHLFKEzaJUvDoZXzfd18krteJgtGV8JXLr7wC+/YPU9cygMu+8PnxUpjoRiJWc3ymZp1o7veFGakyMrPae6hbosse0ToxKPZxnxvvizGeTnR5i6yadVG7EJ7CwtCbmYFNzUZWALdGMiXe4jra4VIlqW+T8uEgkfjjAXUmwJJbjOjemrUMLlKsBRSerwlIxNyeyV0LTl06yUjGgAAqBmJ3QbZoPNMZurWx1iYDpABqef9q3Xs0l3+z8jKgJGUBz7YMVRDGLIJzbYLIteiyb651Pr4k/U2sfa911P158N4oHxIAEssYQbPRfghmyik/NYy9v8/aanPIxjTIc8zKyJK6F4a5AW7zw7LRuSW4zRd7ZWpyictoLJVlBTpZf+L4WD8xt+/6Hm6FZHGuDMiwdhtDNT4KkZskDlL1vUimTWoiY5Ugy1KkZpBKCXlt7mPMDMznc+zdswvXfP1aXHfttVjftQtd16HrEhabGyvmyc2ciNAddwz2HnGEuPJYIGS1oEy5Uzcwi2u4LBuaVc/Ayj2Ub9nU7FAnBTnF3MKTHoBWiEUYsVj/O2BgQwo7nNFQAaWIe2Lp1e1NlPhZ7pBTQkKWfXvAv2x5Da2xm3W2WDp7LCeQO2lAcV4DfFqp5ACJTL1miCEyi71D+oMJQKXWnnD/4Q+lrBPmIJdS077HLMXGB0GOtXAOaXDT0AoLTBLvLwuYy1pODEcAiDxUeh3jxA2sUp7tmYN9DNpLzIWMwRqzSb9n2t6hw+Rt+zBU/lw19++YEWfGTsaATHYH+2dCmz+nnHYHnHLaqXCjFmZsbkrw/ZybO+DmYoFrrv6azxc7GLb+cTc6BjY3N7HxTcjmeNiWR0NwcoiGOqizyh8zCiZe0HD62cRuytNIarYNQkciBb//ZRumsAnbM4OlDCBlOWhqTrlbtju2smk54dJK4q2/TFmUNUh6yy3LolB3f2eC+3XwqN6u9VIbrAgTUAInXmorURLzXKtyrIczZwKPV6UqU+01NHzOBYmxYHMIXNBNQcKPVb+KUtdiBFh9qbU3BhD3QN7UTK2BYX9oUEQTCFp72t/us+zYQmDuhwKMabnxFGPF1x4oGGj3Dt6wxZKry5eXabQsRjz6W4MYEqCRUjsh8bWlbiUe7yaD1BLANrucOuSuQ84SULlC4mSZwsE6pSzLtVu9WEYiXedra2vOPw0QIRJQwnWgJFZorOux6iaSE/mz4mqZFRzRFAVFQKYmBuhpILf6UC3icmbvy0lleLE8KiYEJka3tgugpClogZQJqZs1wM1O+DMBqKDcadBe6KmKKqipV4HK4hmQ922pVR43RYQbUBQHb5XQY+uEtc8o29GDCAOlFA0LIsAUeVDwtv8QycnlrFOXFmaUxULi5fXiljabiTBSejuVg2ZGMfZECgwBzbIs63gWmCueuL41y4eUxJarJY2y0ziCu/Cx7pelAjX5fBQWpKAyM17wo8/SudbiEzAznv5Tz2n9ZBAnAxu3RCXnZkkJDFmjoGZtzbo3MkPdGoGeMmZFLXgsw6llBnPpdbyno303Un4GMoDxMlVIJB287lOVxdImunRvbAzf2dmeZnJI3IsrUAhAr0CLlmN72kLdmhZF5ikDngnMwClOAM3EVY1IMsfZPpwh67/rxJ2OIPJPylqX1KyDDOSwKgrrae5x1jW9BvSO4JGZQhJaGR4mR/vLrJSI9Z4A6ETiUIYxWRuTwXipPEIk/WhZzVJSYI2ANNM+yBi0LconFMq1cbLXliKglAWSzlnHXuvtQdW1nEG8T27ylF3PSYNx87CunIPQYc+HfbQGOQ3UrNbcelPngY+Jzhu7bumtBrGUwjwkiGVSl4BeB96tl3SeukWMVVT+7simjgISnu2pjWefJKW4TF8DNcJwQPbsxeYmjjrqSOSU8fWrrgYdS9h13LEopaC7BQbMJiIcffxxmM/n6PuF4JjqslYrgzpCv1j4oVlz/XYhXQJba7YwS+Ric5mgy04PUZBEnmKL0xWACbP8Kn0vyzEHswOds5nMetis8gtKL6DRrJspjpnQLwo418gtvf7mOckwOd8sQYSvJSIU4naAH/sr/M3WHzpXEiVJUrJSvh4J4gBAAsCQ8vKmbnmHYGkSRjY9rhCNMqmF95o9UeIWGHtwj7GIFd+OK0EEySCasxy8aczK4ttHRUoZs9kMpRbPzGa6vBx4kmPfgIBWqSFsul1Jayqq1lvrsI3+ErdJywIsrx6DcwdXikzeYkAB0BaP1gEkkj6zIN9VFYExTJK7To0OWjY5EOG+D/0OdN0M81mHsthEWWxgPp8jdR02Nzex2OwBZnzpc1/Ep/75EytHJta83EAL9BvseNuQ4wbbrASNDq3UQZk+FZh8ApG9O7yKSIXpQTkrJj8NJ7hvRC5YURN6Bsh4qNtgdpEv1G1pSbizchKQBEBqm3Tsh/jcFqshrgSTSils/vG3/TkI3GjFjE4ObXOOfTHq92FbQmO3WbiHRXYSZSbeWkWvb2Wd0YNJ0f5EAtvJqLsVxrEYtYEISGpyvSWgmEI/K4NISWQ8srVw+OshnnBAf3vmq1BnZXvSxu3KiztkbYKPWM/UoXw7qsfqIb+ha/3mRozFomA+F995ShZAurpcSi4cifVZUpNoAVQrqBRl/Ak9y+ZAGRoDSK2CkmRYAhHKom880zacFDewtv4sxa/NKnNRAwipiDm9WKwpqKCJBAw4AiwAOqFn2W6BiuSnzHaaTiAunlU7qdwu05Dd5Jsg7m/WOaSyfQaW+YGtudSLYUEngBQKoZaC63sJJirpyjPGU6syg0pt1qkj/izttZNNe6uAXdVPNBM6c0khUnfPNBAULWudVdsDYVsw0CJm7yDGbC4ZWgr3w3qowJo6Uz4NUCIHk9gmVJasJSYY1srguikZ5IhAOjZMFTl3IM3+wUzNupFkgFit2cy83FhaXcG/DIBKOeG1r/wfMIuwWipKqbjqa9fgJ37uhUvPTXSIpLGMJIC9gLvMCTkBmatYI1jSBZ24XHQOR2XeY9xQsN4IZPeG4P1L97SbAVKXqwwFFIoGO67tWQMPU2pxgJz5cFDIe3hWNc/uZd9p+WVTLJkWC3UHU0EnQepR+/ZslwUsAQngwdzAAiaxLAEU8Ar8wF2Vqu7dtbXHZTzAZUPNGCmMjLUeC4Ro93DAoWjQbHOdMnDcA3WPwGzfa2sYh61kOIZbllKRvmB9Fxjikmeyob2P25i7EhnnBTVZkivAC6BuKmDG0HzdTb5hvc/6ikjaGa2WjKFkA9qC65/FNSol1EupQOaHjVPXCY8tfYuVFMEgb0LW/rO+VeDHAmDHAzqyfgSQ5vK+Ti2qirYdaO8Yj4POZUokGTAJGGt2Zi2Tc4txUn29iHxaWVxR9+/fj5NvezK+8u9fwVVXXYXrr78ee448AvP5vFmG35KIgL179kBkpB6ZLKah9EmXO5TFAuLB0fotKd8yayTZj1dbz5jVNahZdzMxWGUNOaBT+SvpdYrvCq5uWj9AZK9Z1+HAxgIMSYjS6SHU5qLHojDW53OrxDadwNYVMIDAQQMDvaIKB7icQkTiIVrVIjgl3euDrpS4aa3cXKcGWdPGg6J9S1B3MpXru5kcGnoQ8kRgJPRbqP2COzdeKtZUqsMsvTtY/K2smLaCAbCFMIDshStur5V9TTEzFhqPSkoS0G6mvLDXbLsO1duhO9hlmNWhcEY1tJicQDPcMNDKVV2SDItblRF5rbVa69AAUuuioS5ocnTsEyKSTHeVUTQUg2ViRkpeXyIM+gsALFzG7U4/Dbe78x0BBZ9mnRxo2+FzrRV9X/Dn//cPDtJD29MNAo8GwJEy/FUDZmZ9rgSjoWlkn0ENKQZgAR4sNoyfROj7dPWpLLHKrmIsWKHJZrp5eJwaE4IcnCG/pxUVyhtNmEMiE2ycgtWVvSfuaxSf26LMw6iGvCcISIwVJ/nkCqfXAdi6HmOy9N8uMPGwXREAuQEAy05JLI90nMcMwYSQFOqyQr6weymJ0EoKBLT5It/5SVWcRwern6Loq64bUCFCeLNEgTI628y8L7VvKzAInbUdGYDU5lxgTGhrV6ZoENhvZVRLD8DcfoRZV433YfENirkkqf+1ZHwtKjzItZSzhO9Q1wDbQJkBLuLqxOBh+lG9p2WXqLAA/UnH1kyhhxabLHI2k8vhwmdJf2sAywqP05QkfKdMjCQAUguPITw3ZQHCCFCLlqBYGt9niACp/0TgG7HJCgE9CSCLscForhIE7AahLNalNczo9WSSKAFr1YWFqsoJEYGqmJkzrM22ieu/bk0smqq5kLV62OtTDhnwIHywjYgJZxUoKqQUy5ImG3utjNwlZOoEOMrKFwIIlVJF7SV+iqUYBlTY1dNRCa3BGkpFFNuczLKN3K1PXOMEyEqwk9+KwiJwDVLlwvgHezkDIcZ5g4yDnBJKZsljjzkar/qFX5bMg5nAyKKfl4rr912PZ71kApZ2Ql2XkWczzapG3pe5A9bAmM06z+jSVbjyJDF/OvnxFPKb8nuFkYvvbZ3OOz9UqW29OcjA7RAmUyvT5CGgAUsMBXhIyp6ZxYp+Z6CRIMGBLQVrD6qenluOnfX5pNdswzSAJhGQemCB5q42M1mlqIWRrJHmH4KgtVEDhopZNmqfzBTw8KxjDLc0KgA2GTIQJouR9j8365iUPFCvfNb6bLkd6nNjOcg70X5XbTuG42VtMmDQ5acVig0byBaFrTJ6j9WjAJybl5mJgCn8WJ/aZysyXss6Zl2CZ8yL8iLzMGNdIsAt301GdPS+ze0YtNsBLm7z1C3ERn2awgcbQ3eLUxQspTaPINYWPQhFfyzqn3dr1Xh6Kfl0zSoTVKuCggFSxYQjjzwCX7v66zjmNrfB/v0HcNVXr8JJJ5+EfqvsfTdjIohF9ObmQniWpmlPRJh1GfO1OTZKcfmFIG7rrPJNhfSNZDIt7sDbgEJ9zly6iDS5RogBmEiTagBzSuAuewDmuGvbPGnJgcTiSVzselW8m3eLxExEAw6C4h8LdY8L5zWiIXGU8cP0bY8Oy6pF3CMpytJ+KzdMXq+17HFWFGu92ffuHalQBr4jygQpqAztWgPxrPXwINGV5NDN6257xrjPtC9B4opvYaYrNIkKaZkacsEo2ZoCNIZmU8YsKLvfm8nZr1Una/bS7fQTswQHNMye9k/sxhaWZEU5DfEJWAiPbiHvV4rPhO7xQzzzFgDQq2tsNV0vp0FMRLHuE/C81opSJdREIgmjURU44lpQqsQZjeBRSoT/8j0Xousy9rOASbVUCR9BO4OFboSQ/8FNZ3B5B8qlI4QmsASBAs3iaPl9qy5TsDpavoH1WJkMNLFMDQbmhBSNhpBGGfsGAze+kY4mNMdMGAcrd1Ul2gQeMBATVNi+46WJO5S2ArdiwF3AomK7BB6Nyoub/jeCrO88+waGfbmlxZu5uGj73AyWtnhum0EPfUmWCccFSJ1T0SWOaJt6DWm7wyiR/zVooG0cylIj0xM+tE1B45YxezlSjJwmHryEWysRUlpH6TMW0CDOqcOsg8QpIISNAopDVgFbAJhvvM2hynLKllitW+QpMDOK+t6vra/5yYQH3baTKmr8lUKmN9mUmsm38y4NFc2VYTFNKSV0SUzFkYHNRRHAPaGtn5pA3XBNMakPObh5IJBYUCSzUjMhSwMBiqVTHvQRrM2a0SduzwyVZVR6mXmWIdZnxPwfC9KM38WXG8PijzW+Y2bBIFVySy9CBNjrB0qwE9DcNaAlURIBt1SwZsUBkbgF1orFxgaIErqUkDsJoFt7jZeE7AcoVpMhM1RByZSeiPuBQZTVTVDUGCYJwl2DUaPNK64Wv0pdK8bWB4TwWXhe1nWtvgZoFTDljTDLnY8NqYK0d4+AHXK6KhpmrRVd7vDin3g+CtSiLmVQInzlqq/iV1/7KkwUSIEfTllD/4ibqcxjtQ7UgKJV12Tn88eUXv2pvV5PfsAmxGFvNCDF9ssiVjXRLZ4Z4B6oc/m707g49pOSKOBmOZdzA5MyGpBigBF6eafzEFVSmKNXECTGjVnWaF1zhzZ3uckRMcBx1ng/qmg4i7A09Anhe+2W2ouFUtF3VQXIes0W1hfnadKNqWExXJv84+va+gdtUZKOA1l7vIOb7GXjaF/H/XlwgBYU6Q7Sdk9jqf3iB3xZ+3GFgkSxziqTWOBvqg0QJB0/k0GpNtDFLKk4jovWoxpImOQ3FS1LLZm6mbolh76yYN9Q2RvB+oniGFYMFNGq4+DyODXZFjpmHJkpBx6H1p9Wd8/Yiyb/qzzIqpRVjb8nVeAGvge3UdliSA5CSpXYNIDXkxJj1+5d2L/vANZ278ZtTkj49yu/gv379uPaa67F7t3ruEWS9aNDP6xTnXDgwAHIoU5SHLu4kVhOnbCsLJZgXHQMycoYS5wiJ5S+SJxOIhejXaHW/dB1eG4swIBGj6lICUktdvtSkPqCLklogZwSes+enNqcAWT/h+7JoypGly8afjHIk7Ql2XSyKW3zG0HO85slS5zJYcG+asDyDkbyiuRZXk12cotoBaPEEJZGMk2c/2o9r4AP67pjvS3WKOfkh63+rA+azCNj8xFocZv6kV65ZTtHg2AWYRz0xWEgbgRwsslDA3AuHLxt+zoom9NwEGZ91G5s75VPYfz0Wfuj1CrW3724+FFK6HLSINvJy7Oyag2B+nUeJRCKHiYxC7gE0KA9s3mWkBaV/OBVDIy3SvwwpBvuthYbHrpz2DXLxKYjbVew/Rn3CvuShn83MWqLEgcToOGYDNYYjzZzebTn62mVbRzbrdJxHZeuoZWhdWr9sE1nePv1Dw7Xo/w4ft4EhPC+4ZGlfwGPB8QmJEQBBAquReEzvhhDYWWp7qGiUXBaMW+2pdrGaCXC3SoXGJi+38fPOG3YJFaikVixobWXETVz3dVA6ej6Vu8YvW/VK5sAIxthCnVYCdxuVe3wNWm5UhJ7efI9NTB1O/AXkQne8mn3+i58xzn/CTZXi+avJ2KklJG7GZiBxWIhwZAhG3Gi7J1KITi1LfVKErNHgAhY53t2rDYOVkyTPtoY83DTdeL2JKOFylGLnlorqFYUaicbIJ1TmkLerGRsTkjMs+pghm2+ltGPsrhYMVgPf9XEnCicWGFp3pugWVcA5qwbSQtwrdw8EWY8g8cXIVEADCwrZRNcSwuWzXL6MlvbDdQe3C88JlHOGcmy9JjeUMzSLliFsQlvbJ2lQbXb6Y8BS26a7CBOcxdbxQMM+B3H82sCtMTaQiJUM90e7HXc+tc3Me1/Tm7RNCDt22bhFudQE5LaVy0eAulcEfeZNidzTjj1DqfqttTG/vjjjsdTnvAkgIGyWTzV8hcv/yL+6u/+erlu3wLUVnfjCbYVVWaUkBwBdh2MpIYYUCAYDLHeSKTgDql8AngMl8qaJj0raFSba9Dg0IrFyocLBDFZ00xnve6zWRX6KCtUWahVn3FAagFwtCrRujEpYGBWSRXgHigLcL8ATFlDbS5gBqxaIGWzPMm2/sOhj6FS3n5oXfT7xYZkY7MYjlnBIbK+Ud+kzua2yRbmFpUUcKIGEPk7bQFqfbgpH4MNeCD7ILwHy/JZiN3pnz02j9bJ17d+V0v7DIS+odYPpW/ykFlnehVZ5oBVM4Xr6FsZVn+GjGGtoc0V7lbGvW54CmwRNYsv5/upzaEIflksU5PRWOdjzjJGLmtRawNz6BOruo5BRBMGst4KWVufyRrPjqhzBdv2m1JE5oPt7brHmZWEd6keXszX13HNdddh9xFHIHUZe/ftx2JR8LWvX4vde/bilkTd+hpuc6dT5cDC5EQFzJhEXiwoA4Mv8zYRzFosmCt0SmR12w+y/PCwjFxOITvMgoIbXMBF4yJSQuqyB9Emk0lU9mHXWyo2F70PEjOjsFlbU7DwxWC/JX1x4M76vP85dAk3Gcml6oMQwzROxantAGnARZo1m8l51k9m6V41uysr/p0SekhMzJGmNnh309naOrdxJTQ5Je5XBjRZO0O3aBHN4h1ehoGKZfDuFug8ahJ2v/49WK7jnllF1MYkDpS2k2xQoX3th7JRVm0ykYWu4EFZ7V00/CjymEhP0o4V9Ut6KOFxa03+JWrWZGjjjKDv+Vt1fdRa3Go+ETc5ni2pU5DvAonVfAJbcoBaYf4DO6FDA48MIAh8u3pWHmq3NF2mYR5x0Hk8UDSYEk3wbrdx2JTb/sHhaWU01EpA/Dv8RQQ1pbTKov0etdM3Hg6fY+asLefxFks2zD/Z95pSSVvUu6FnKrREISOCF1hRH/b/2udo5TWol840LdOBkfjdVhxxXGfEfo3jHr4f9PMOyAXk2CYrIxRibfa22yRqG1XLnoVtxhCD8WpV1/4Zd4bdF4N2H6z8+KrRAh+4enIEc0xZhzafMDJl2LIJy1XZakA5/C80ZpI7HbZbCq3P13DPu5wFYCjIWEtTymLeqelczZQ4JZIU9ETivtRpYEWYOxJrenqgptQMBtSdzQNNU2M1qVZYkOZWDxvJsN7R9kfjf6x8ygQoyTwD1NzWpLM2G0fSzaZqAGtmjS3QQGOrh9VfgBcRYHLWzHPjk7vB9JI2DLxjByyhbbneE0RIM9umLGYCYEoc14KWDrioCxsDiwMgkpOlvojLHghI6jJTqsT1sVd5oGrrn7ErakfoOIOouSUIiJJb2lq/PfC20FDyMbf9zNpJsr4BaKhKEKmjiW3o4/3JFyD5mBOZnVgQhkwJh3xPIxdvbhv0YMgY5ONe9WSdUttr3bUg8AmuFWvzdZx37nngUlE2ez/J/PyXv4hFvxgJo4wvXf4lfPHyL+JWTUmUzvZPBLeOCLNM4v0UXCUNjBWGoOCLjZOlPTeAwyVPZwLwlPa1NMubMNedKmvsIN0/qgJNtWpMmq6VCQoWv1pWqXptE6DNMO81ng0ABzhqsFThHqgLBamMX+hpZ+bW7lobwAO1jGJ9JgPicmVtAQYuXETAYlPa5+m3NRMbQ/ukb5ZVMYYHKixzZLNisXEIY2HPVaAFl14lMKT2TFzHW+7KJC5xClxIH5rlmfaHW7Db+h7xk9YY6QOzoMqk7ol2C7d+G4Az3N6hYIhfr73GNTLrN6sHK1jJEhSdOcRGYnhsKQCe5S7KnKhDebPW9gxTk7vNOm3cjQOysdO9gSAWgNWe59ZVNsYEUM6ahKIAlEBcwW41XIT3kx3m2csjb26yecoZi75gPp+hloo9e4/AgY0eX//617F5A4PVfrMpz2Y46rYnabcFS3XfDyDjHpQ/PVNRarIsmbwEE92tDAWAKFgTeSYaKYwAl2sIpDEOrU7c5o4duCp4VAHs27cP89lck1i0FOgiyyUHrPRtw12RV08z28cG11RmS9vI5KFXgng0jN/kMr+W6aBCE+PaOiApS22sB250ZqHVcOEifWVAvKlnrkfbpSBncPiCtL+VXTSwi1SUYf3dyjOwCVBwyhMN6Lq3ulp1OMyr9m3jBduQ1cnmXLxOtHyvy3hkfcB+RuDWPZrZj7392qdpWA6Z/Dmox/I7zT2TDenUhtt6SJRkC0oiCyZbE/Zubj+SREkAbk7Nw8Es6QZtprZmqwNMxosBEzt2QocMHkUcreonZyjB5cJXufei170x8kCWLQgwMYKb9TUA0zjUmk6pqNubCSrwlOUDAGSs5pKYm1IojKyAlvd+9NueRfM778vy994g+28sLPDwT9X8mEXR9ADLg9OpFNZY4Mhk39Fy+bHug6ZYJ21Rby93xbXaNoblewKTiS/1ICo0uCyz1AreIXFoSHxPXB3jg3cG3Dc+tmWVEDcWwpaqZmNjK8zaNNpZtgPzDoV8OFXpYAtuHYLkqmBnJpqH+0JrzXZP8/jbrbjjLZVIAxe7K0mWrGk56WYIAOJilHMATIjQzcQaR6x4xLWQQRrjVP6VIiddlMX8lLKIF0WFdGZj3O2EMzl/AJpLnCxAPwnR05s2ErIIzCJGPvUgFr6V9aTO0nwCcAsoVmWFGShc9Gv1b08tQLOZ8dekaW5zJ/7jBHBVRTgcoTHgAttgllmWMO1/ttNqmPuwCiSmN7IIPJ4VrmTJBAeA1R+jlIKNA9cDnQbATLI/VZaUp4kIhatYfCj4xyrsZB0XEVq1XjkDs5lYffQ9uIorHKV2wgjAwacBmOt7IMTEO5l7A1r51ES7gVieJACm9HVzb2rbadsrDGwgZFjmSSKZg8xV/dxXAHv2Nucnw+u1VpTCIC4ak1ABxJyDnC6Kfqks95YC3ig6j6WKp93+DviB773Y3UGqjtP7L/1LvPev39va7tsEY9++fbjm2mtwSyfKcshWUcUdkQlceszmM8zmBooEJTdnjVvEELce/V21sAgqJL2W9HrSxWZuQtWsOyo8rpGC1mKdVIEFA7Qp9Sh6b9Ey3AUbsv+n3DAaD0bdA1Sk3Kz3m0DqdWBgpgCIKo8NBFCeYHGEXGYAXMm3MqNcFcEjY4C+3lIDwpznjGS6sQzg94VFYLfYsb6DYeJ+0+Jlav+6ZB/kh5YmER57x8dwdK9tNNEy2oAUcLPmCbJjq+dWO3i4x+RhA30G/WfyhNahhvcltLlQawiKbm3hBi7WqrKxfW+yvo1fCsCjPuvxh6j1jYGgKQh1FH/bmMX2j8eytO9Tbi57jJZlkKHrRmUpn5p2Ei8PEBlwVFRZq2FoW2Yqf3OtWN+1jloYlDJ27d6FvZsL7Nu3D9dee92Kcbp5k6nFDEaiJPHxSPakBDmoyaa8hqklsSPNsodVT5QYLBk56DzDYSWIW3pz94e7nVfOGmc/eZBse7b6OmWPQUWQFOjz+VxizylQVSpLvHuitq/aMgrLyVeVKvq+BDV5jfWLPx7BzoP2KxDBGI+TY+2u0Ky9LIkGdT2OgZGxKG4ggOaSRIak06G6GSUUgNXNkEju8naP+WFr3wBo9q9ZWQqF3mjzRt7YAH6Pa8Vt5cL6wsWnYaMGy3wbIpXnWv23epAaMCMvRHPtYg84Lj8W51TqnYMRhrcFeti2Sp6KWIS+k1SfbJwDHoMz1eQWVIla3eWtOh42H2Cymh4uqCcBZQu0Tu236t1ti22BwxMs8MXB6TDd1qzDlr8xV4alJ2xRGLM2RNXRZivA0GDo6f24HJuw5BNpmN0tCN8Ig7Ujsg1wG6JWd0lLahsgwm+oEKaTx/2va6iODb64RDD3upoToG4hsVpLzYiCANBM2EPRvqmHPucqKaF90Ws5wlbsXgZqAauZOpGYDFOXXbkE4C4yfkoHNCQ1AoekrMqEEd9ZchMeB90eOLb3ITXwiuBIaesM64+RoGHlp3CReSRUjknfqb7WGmylCTvjFLZebW7PD5qzagBXv3Z5wrciWHe2ZMHklUmMF+IWRWz7Ymd2YaPerlq3RiKSgJD+OWby8OlsQAU7gCKBcBWQ0bGp3KPW69ER0M3XUHsIcJEIXeokE4b6Fh/Yf0DcV8DtQFjScgAgDWJnQZbH5r1WG6BqamELwCcnPEDGcJ4TGB0JMCYZP3osagUX9n6QZsrnbtaJT7gvVUaFKHqy0acli6Na9YQRaHVKKSgdUpOB26dubBRjjQDgfkNPVwoqF8+CJ7pY9T2AVLlJNUsKXstOZQCcCZJEmHeSySlrcO8CCbyNrILuqF5G0XWXVXlMBNTU1o5CNsq3h1KdWaA05usD3vgygFIWoEygGva7GF+NRVhI1dgcOYhWe01lm1ThqZoxJJyK6bSBWatVrsijk9J4IuxjYQKkCiAEAKWdoDEzykKBJhtLbZOd2js4AMaDH/AdePC5DwKlLMCddkkB8Bd/8xd4y+//HsZUSnP1vCVQ6SV+QVFXHvFGKmDuTJJqe9cSs1ZFyLQFy2TFuqf5qWV4UDNDugK+WMg1ohb0OmeJTWPPVQBppu5BgLt1+VhBBr2izWkDh6gD8prskdRJXRfBionmwKxr++3aDFjX9/YLYP+GBNFe2wXMAZDuz1SBPGtz3gwMPaD3TCyVDMywmDoEeRbzkZc+AZskwE+ndXKgQ8ssScrt1FW2kEzGjU1107N6GE8NFlY+1XVfzsP1BBvrpFZeNdxL43uzlsEBuLK5AKmTBZ1Oqf3Y3HAZpwJr86FsEmVFz3pnsliYS5QBKnDLKSsir6FlP6PWx0nrRxUOcsZ3+hzQORR9nIAGRhrgGOvVaZ/k1OaCVcjAUAsqDwbqPgwqTdTk9aSWXEBbQynJQc0KZTWK0+KGWx0gqbaHAUM+z4x+c4Fjjj0GV3/9Wszna+hmM+zatY6jjz4Kl19+BW5pFMVYUqU7JcmMmlNSYzJ2GQEkByA5d0izFgeRS49ae50DKj8Y4GDZx6BuTmo1KCADo/RVE2YAqeskUy0zutkMXU7oFz02Nw741CKWpBabfY+1+RxEhPW1NdmnSpHMXSDMVeYfWB+NZPso3UuWOTVq1LpvL4XvpIO1fGop2tl4TZHflTXBigI+q3Rwo2bFNKpLEOiH3zAqSew61rHkPIy/JPt6POhqhXnsSNhckevFQiAQPBYQE0S+oeamZ5WLbWoHjn5haY1u0XgQOPRB6A9HCa244X2xo5q1PS3ZJQzcyJR3yjtFTuy6GYhI4j1B5UoDp2pVLwQatElAKbEcS0ll0hFfcalUE4bZNmOWdFSqRhkgx0bsf/McIH0HARo/U2RzwqpA8avpkMEjMylc3dk6lUaDHe8cpMbTzjdTRZEnzZRKrHF8QiYalukLfVkIFz6wzao6GBnyGLkFtQnS/MwJS6+h+Ju8PtoI4wZYflD7jS0DXLtGXWrtVKG7BWo2YGpVkbT0N0Uhxcqy9tokjgozMxhqYqv9TaaU1Tipayt0zKsMNLQgDmXF5IxVdeGFMEAiowAT2ztQ8g6BaQcmsnR9ZQV13EwQj0HX7TmP6jcSRFgtAlBHvI9AegrTdZ26Dcmpls3xlGboZurXytKXlpmN4+lrqD9rrJGGqrc22dw2ZSYlFvNfVqU/xCGQA0czhZQBGLxuZ4crtyiyU4cWaC+pIMPKt0IofxUoiUj8h1XCqlzFosg2p5TQ5YwuEbqU0SFjcUDihKylGYiAzbqJRenFugTkGKUAUbLm49RMujZMsAXE5UwOtJspdtZMDakjlJ517ogrSzLzYACl9GpdlHRWChWW09bkWVCSphYHqNN5HQUSA4vUKpp0ExPwoPmjB5sGaS/W0eKLwBUUyhkJPSqAGc0gFpqipDRj7Bq8ewh5faZZnZoQxqkCiWEG83EPk3hG8vyCe9VRCZkyElfUfQcEeEqENJsBpSACSQmsoWlsjiz70YMkUHLVQwMw64kS+bwz65uUJOYGLCsMmqUY64BTL/Ztti5bfFoJal1LD+bqGTbkO2k/6/sYDHDR3zJ2hQuKBc6cZaTCoNy5oDeGlymL8FETg3tG3xfsWl+XU2Nq7gF9KSr4txgTcc2NQc8HP/A8AZZ4IWWUHqVUvPnt/xd//XeX4pZCuWsWjDUCREMpGZoucXhibXu0KdN++KKTncMBDAIgoPu6gyobmqZ8liFuZSTAjUmfydJt6TP9QsCjtRzqqWX2GkPJgKyu08VMkh2NSICjhYJHiYA6U6sldWFzyxpqhzGkf3t8JG2vxVDK4T5z3wKG+2/cXDO50tU0FGplGNDklk5Ro1I5xk6XzfWur3DEtg/IFLNmGgvWR265tYISAcjNgpkBd9OqVcAtq6e7mjEkDlNt88BkDusLA5Cs36xdroSYMIsGOFl5FlDch9ue0UDYiQR0rAOJvvUlKyCWKIBjCDw99NU40LdvBDYPFHyyd1VIvw9cVvShwgpEaf8AQFpTd+3a1sGGxeXSd7D1uxUl8jQltUZJ2be1UnoxyCtVjOc62c+Z5EB1c3OBflFRCKhZMm6iJ+zfOID5rjlq6VGpoFvP2H3UbhxdbrN6XtyMaUksDns7EWE2n2Ox2FS5yfSN9pvCHCUbp7A3AUNx317IpaBUGzMBfRKAUmWuc6niZqjzLmsZfS3o+17kGias79qFnICNjU0NPSCybSaCFU8RITN2wOzu14BaO+nBnxhD6veHcaDRpK/m1jdW5Fj7yeVvpmE9VxQ66O+Vb42yYx3IIcIakuvlUTf3ElQncEMCNM8IQA6tNJIjesZg7Ufr8y1xBBv7FWDutogZ0GQdr/+wTKnhsNzoHtje0ayMiCj0GhAzArY661uNpx6EmPWwWGOrsVmHa2GyNQnIU0N28MRF8f+EvlYc2H8Ai4VkEMzdDCl3ywY1ZMlsdH8yXIYIXRLpuuoeVHZQd+AQwaOtB7qdOsd9PNygTYgMBI7oOQjErIdHOhFDGZIBwYR+BOCovSO6P2y5sLZvoDxmaK83xisswkCMbD5oY6zPyLonoh0EgBhkcQvImMHwNqeUfcDbnKdWX9/s21f+O26QtmHqzR5DJw5aGAu/bu1NrY8YGC6QgzBOUuFYFmm0DjILsfb8cGHby0blj9u8+qXtb3Xl8GcbR9n6+Wjd5P2/qh42p0NZ0fTeygo0tABogFI00QXQmEBt85u1XiszARA8BueAsY2aZspi3DC2pICKj/t72U7plkvMwMbmpoMC5rbWdfCMU0QJs7mkZDehqbiZqm02QDfLWJ/NUJnRzdbAlbBBmwHsGApXADDPHWbZ4hyxJ6ApFvTRMxFpavmR73ei5HwygdQaSvhLzmqMmgFCBdeKXoEACSSdwdl41kh4YdY0uKynjRnUJbAG4RXwDB4nKOWEA/sPIBFhNp8peGMKXEJCHcxbW0K1akBLDia2soOCckImaKYVmbutmpEPwcEiF8iUn7eUr61dW61/u69wQUWHLh+BSgW1L6gFyPMs4B1XcCkelLuCkCxOUQqmy9B9UmrlWUoqM5ICOKAMRgVxe7albx2Oiwtz3o9qlZYMOC4wHs+aPUhSuQYhTvvRUigX9ArysOP7s1lWECh5nzNkzkfgWFw95T2Wmj4nSdPMLKASCqP0DMqkCkZsTdXsIMZmV42LzIfHPOp8POph/wXMQyD+N9/027jsC59bOZ43Je3atY7du3ZhfX0dfb8AcUXPagFsewqhZRRLslfChGw7yDKFwdy3ZBMOLkJ6qNFr5i8DWfqC0i88Ow4Bsh9dt0+An3kHzElACsvMZfGGHADRepYe2NgANvu2/+8iALMGHhBJnQw8MvegrNZIpuyrO7BkcqMGvgBqGVKGc5zMugYS7Dvr55wh1i4jsKabAaSAjykwKSnYpaCYAcDRsqfr1deDh3s6EOQjaKY3fX7VNrilfmfyVGplORCi/U59q6Pdl2lkuYkmq+pJc2M2AZr3bHM2nwgeMiCRgnoL7efU+mUA8JC8ywBDW//+Tu2/wlrPMG7mu2pz3S23QnfYOBC1sBCmeUY3P5tfdgOzzpk87EervwGpSGr5pN9RkcMFKwOdXNO4UmaFrS0X65pcAcwkvAbJKX3xO1RETKRWLwSaSWp5i1kngZkTZrMOu9dvWdnWZBomD5htgEmFBa4WF7OUZA+z2IOs9/BCDqCZWZasZZcsRdz6dIokakkpcmopx51HrlhntcqBhZzN61hbKAAFMXOXkSkJJlmq78WJ1E3dtukAEjAUiGA5/MspaZxLc83TejMpZtsUcjsnj8vf2LXL7droCHAIeGHyti7jSj613VIlygJWXuibJauYwXeyh9fwjAeHVhnX4u7A6uZbkIzFtlFPRnpShui6uS5QNVGCBcfPXYc5V/TiUKc2EUNQxkA1D4uzDTGAvog8moMHz9ZA2rD9sY+ijG5hLDx8TgCVBuNBcmhbWyGt/7TvYl9jpO9FINV0Y1tbflmBpMpV9RXG2rp4TFBq4Q2Kzl3WnmGGJHkKfUicUPoe3BfN5I1gHLM9HZblUfgEOykNfR1vhiF2bZGYqVQeXAOkYRkVpZoJfygqnlxEEAbDhbFcER4+c/AGto01tsPeTxgBARRupVAG+cn74PUDwEtNk6P1iPdl2HiNO4/bMD7U2q7Z4YC+TeS6zIxtpscvdhJBa9XitGth7Ig1mNsW6ObYrWL87dIXhCYog7eYiPaY9SlavbaoxRKA6MWGMbbfq8Z2UL/wTu8HeBrRqvEMkqP5I0YGMzFsJoWxyMFsNAYRN44tmtjMUVePnYto2r/GKAlhw7rVEbXuH0+XJFZ3LViwWoRkU/Zbpq2U1C1NGX2cJjbmpVR0JijrGo+Cg42MOLc0gZoBmBfouO5SjG7+HpNJypdhFLDDrX9MKJoJg6iqYET2YaB/GoMhXRYhUoXEBCBpMEoDKcxax6xWDChdFgOG4L+zO9JGEzSIrC0o7RNi/S0WDrL5MYoGJGXYMrd9Igg16rLmlk7AkCdQNKk2QU+vV6j5tiiwucvo+x6IcanM8iqWr3VhHy0fVr9q7xbhQmdEXMcuyBmIIK4U0iOdB8+2mH6V+5WsSeahWDR2mVBq8TAjFjeQSIS6Wlnigal7XswwQ5BuIJZ+sDYIcAVvq7jSSQDclMRN2vsKzaWQvbupdU6gtbU1zGezJfDoux91Pq7ft0/6oZPsiDcHylninFHOyOq2VlxG0EluwIgH8nXuu2L/GH9XmyIMCLAjmgYsNlJlliD8ZmVCZnGic873HZNzApATV2plAWMsg9dgofKwTp45jTTTWQ3AAVnntHflEP9pfArJaGCWkWtXUCDJ2mCMW1xTUVVhIX1f7kK5rPWqQ2sme2kNh4YpwwE6Z6qh+WpZ3OIh8vDQyssMH8eyZiJxnasscqG5CqZQ36ZVwheLgyrjha48yuJORflFmJ915uhRA5+4fWfj6kAOBR5t33OTWW1+jGWyKOPY+rfPg0QF0Lmqz2j208G+YOARjZ6L4JW9yOpuwKj9qFUZlwrqWmNaDBu51inIULjqtzL+MRZKsr4lUqCEQFVABgHWOzADu3bf0mQnPYxy2YgdQJI1weiqup+ZHGNbIJu+Ib8tHICARyr/klpZWMy2kazR5E+VhFR+zQqyc61qAG0HKDRgBSKDwFUzVlCkhRpAuNnKl3dUU6phU6plsbKpbUq+yYW1FFm+es3LjT26YlMWbDUADIBaHWpSJaLBNBerqFg3CrIm+XuWDuR1fKKoK8tK7bJ1H7KlZ9bDVXlARzRujvKUwLd1bbflyu0WNvmg+r4vfWdHfG1MzAberh/swLpqaJZELPPJmdF4Wwl75hbUgJ7k3hkADfAIA+eaqq78md0mvJUXymx6q3dgi1kEGQO3Oq8cxhxociZUnlKZS/s7a4Y467lBBSjUQfcoGwfLsLwTOqyYR1FvbhfHa4PCvhKAI71IZIzGvteGafA1pmg+FvagSGEvHFQk3GBMi3YKgCi6SSnBu95Wq1UiDJrXo3GbUcesqN9gw9VlMgZyxn08+G4nbQnP0RbXoe11zqFK3sDiZsCplJmEyozrQvGrFATFNoCW3lvuGQXRDZuTk/VvZHXjCe6ft/Gj2vF+7ZJSbEz4ils7x4JRFHYH/d4+SOlifcA6R8WyZHnh6rAog9ITFROgsDod6HjdOK1o/7j6S99hhIEOlNhbj93Riccdj/uedU9x8dJOF1eTPAiMTcq7ACgfa30SR7hWxqJfoCx65Mqw1L/utstRqIjMbXlTtm2hrVm5njV2hQFWVddtrRW5S0GYgQf8y0kEPTNTzsE8OVEVQ0XT3ewUKNlJlDRYlqMIgbVU3xBLFfenlDJSl0XYgOqPBqCYB6wJmVHhCcdZPq91T7AopqSnVuRZbbT/or9Fqo3fBwEPjOGJmb7aDsYby7MeJyTKSCwnTvIacWH0QLk23lphUotDnxfevCZtxj1xUBnfHBGesw7RQsNrefC/RlJiOVV1V0HAg4OuYgAG4OTciXsAs59Y5Zzl5NaCXFd1XwEahheqBwhA1HXyZcVQwMkWQ0wFdnOns8CWPs+3YkjbEDPjtiedrFaAQNd16GbzQy7nG0G1VtQqMY9qLUieNQxt7loAY5NCbaDdIgZt3xmsmeH+LM+UAFoYQCRj7WUSiyVG17U06LBiqblVuZZE7e+o6JsrmdXR24BWP3OPKqXVPwIymRp4VDeGFi+xbb37F8lzBoJFKxtTWqwdg9+hPKA94x+DUG/bv89zq6/dTK0vLYtlDc/l2h4evIaCeKHrKQIfqQO6AKDVImMY628/Nic8SPpIZhqJMANNcVwnA7xC8OJ2QhH7L8h0Y3nX5om5zhlLtmtAswQqddjfg+pQO3DM43GJDD2MjbdxNG8G96qM7W56wx+uVbOrSZyc5rZOXqTwxJbV05TqgTWBWQYX1urKHprCod7aLcvwCAQgV3J3dS4KHlGVPTIllFLavs6kno5yiCUHPxBQJYLH433OyACbuM1bXEPT6Yjcy7XWlkwGDLViZd+Thy5L1qhhsOQ2DQlm5ULUrEzkHvZ4QLD3oe33Y3XIsV5fBybCsz8ny8v4wvJaEOyorcOoy/Jg3bPv+5b914FNaIwqvbMCbnkkz7R+iku6qm4mrM50FUKt5K5t1qNtF29tIG/k0tW2dipLjB6XjIZTgsL14XofC3NQ72YJs1DV6yaFEiMYFGnMNuyDWZelRJCsizQQ0Zoq2PZz68OW0CbMd90yEtBcD5236h7tbY1zNpYhZfp+Drg7WvU6SGZdXR5D4nYthTkjIGzBTrW6wwyYPexkHxoaKj6uGIwmpLLTwcbO4RtRsGjQr0MadaRP2KFgEM3EIpR18MZpTeLJW3x8MHc5NEzrEAETBlzR8P4IwhjCvXFXtw4JwUWHLw+XDtaWJSEonPD6fSNFTq+BQj+MN3G0hT1QgCk8bzLUqOsH4x8FrDHz5PjdDtu9ire0AsNNDFhKP/+K27iMn18CyoYsbvA7ZnijeC/BTu1kn9OFsUX6SducxJCNJHUjhzqO71+xaOLQx0e2M+WMTN8DN4+eYZ/Dt3w6/pjjcJ+zzgZAErCeCN2sQ9d1EiyPzWWrbTpxmesVCN8AGBIkVwLYMSTNbwVrrJeUBJzyDZ8IsPyVuksOuJmzt/bSRMmDVRMRUKpmgbH7QvUqi5vZnN302n5M8ZDlLkp/ZUZSl1ozIyeyrGRiJZItAKkLFSaMpJblQQUm2wNk/gYXBeU5y6BOM9UWfFvLNsXEFPC4eXibVWBlaKaVVi5ZRiEAAysGq4887fcnzkhq9UUgUI7uLhanoOppV3NbhG3IPn5qo8W2hkzwknFvVn1tr4krnH0ShG2nNUrd4CzHX2gvIcwvGvIA/16Ej0Jyol71JKrxnk6VIZ1b6o5mvN8tiFgE7Vkn7pMljDMReXpmtjnPqkxpVrhBxQ+DiCS+l/19c6G+7yX2hv5khLh2AFwKrUCzbAGaostt0KOyQKm5HRG1++JebMJkSm2+WDDq+VzBIxMDR3u/B2Cusj9ZAGboO7O6jJmFUzSFrGF9OsBDTZ4xgMDKsADTFqNpbJlsVkfWxpk2TufPcO9GW6MRfPN+rkP5K+n+62BIaL/HJLICAlDFrIBYbmW7DGXPq7YwlhUsG57xR7O4MaBtsYlhoGx7vfUXtToMlBS0OeLfab1dBEnDevo1/R3ngAFzPid1YiYO/RUmm38OdXYrNqvnqP8jQBm6yPsjgolREbNFYnPFkzpw+JpCeWh9uYqIwEX26VqqWobbVxYzJAAR6oJUw7yP4TQs2C0HuaFqHL/usDWvm44yJ3RJXP969A4CESQGEBdx95OYdaJzibuXuu6Za5fLMWrNbSnwTMZQ7dbBCtgeJi5tDh7p2wF154JYP0u8PwGpLGYMQGG6qd1YSCVvv21oScsjW3Owe1p8I0L8rs3dcaBmm8t2mEQ6J2xvjtuyi9PGwrUcY/Xjuev9E95FSQ4FhW1Z7NPWXxKPc+g+RaE+TVVRy+EAlJoEMgRbyCseVQLXbxhq4azxmkJGc7Fmqo0TjUS6JvHEd9q4kT/QWBDpNqIAkvJeA1eabBwBHgpvalCVyyrQw9XcrInsP+8RF8qMR7DGMYq8qMnJPtYqu8XZ03TqyF7bwLPJntaSkV4SxxLDR11W4/BZtiryZKJLcvEWdINjHtncEcF3fN/y/VJjDuO1ipkvI7jjx2FCsm9UNJh9bDeybsB5q9KWCh41LHzmwZdblxE3LauSPzqqqwkQlODpeK2MpAKXbbZb1ucQyNqV4Mxz9X0yay2OyfI7g8AWC6f2rLd30F8cfsbAzYjGG71xpiic2HV7v5uBr5hXA6CDxew6AtDOwcf1GfXTUrf5jrOiMPtoLzLGRb7B5kQobIojD6sJQFxHpFKuZJJYKy3fa4x1+EWUqdo1cgY1KiT8Ckak4UbSd23n+3xLImuPuJuJotV1nWZSS+j7HkTkZuduLWYbRhIhioiQOxlbLiRZVvIcGxubMIsQqJJLROLqhDG7if2vs2g8RkzgMFmZCHk+UwBJ5n5iQmdjVwHuKzBPflJIiWAnSujrYLMSk3K1vMxZQ41IuXYalUlStvel9yB7lNjZgLg5jRZYAhw4ifvGwBvF+KG0nnsJ/AwGaDZr/NWWOTOAoi5yBqap5ah5d9gBQlQI+zqsm/1Qq8dSAE8ieKYhJgjgF0YtCIM+VCqgFBZRJCGrwKx3JRPCaXmcYWJCW9fiKcDizkhAy5Q0WvcMF3yW91MafFf6BUqtnjQKBA3CmNFRRe6yC7q2F5mAXW0uUhNkJJuYVKLFNdT6cUUpBlZqZhFr30AYW9ETpgBo+yKZANXAspsHcxLLI1FIuRTJ7GdxhazDXdE3a5pwja3dFX7kY4BDzg1MKJDnZzPAlXKRHTo9WZT1p504U6sjC17O4RmTm+JvNnkFYiXUkbqAJc1EFpR8TcbQLFWgMk0GuG+dY2vdUsb0VeIleX8oFe0r86sEIFleQ0dHrYUI4NTi/VgFWF3uRLMZyisxCYmBOGZZtbnAkKxPSKwpzfoIJNcqNZkzzkUDRGwih+JkXKn9XUd9b/eZe6N0KMRCTN9rGtJAjgk8D/o8AqA33mCMWaT4nW1GFqhdC7fDh9gncSxUpvG5UcPfPGpb7IsKaA51tIDW3OpjvMjaq0kKmtxF8BhP0D7IuhlYhj4bd+UbiSp6jSEiilRzz00KXrjrEBPk0KBZw7WU85YkQN+dyd10CbJOh8fsN38iaNxEdZc0Xps1LiQRKR8Cai9jauwpkQQcT5osRIbMYiVpcHFfIuzDV0pdsurK2sdcxBXXdRiS/YwBlFpQFj2AKhZfGluNwSilBb82QCRO26a6qAzmO5KQuVqJLGOWKTaWbZ+mMA3He7AZLpsrnZQrZZdSVTazNklfNXlN2uB1RVjmUZ532WjbQV0e5cE19j3bxyDJmHU5jdodSzHeIPt6X3osNjfbQZ4lflFZstZhRuBm7IHAJ5tcEK29YiPY7yckEgtq5gJOBFCnlvOt/MaVNfg51C1NK+cyhsns1HAFA4Z8/ui8pTBXm45AsGM9m3fizikHaFEObhlnTY4cjgmROvGpLOnusmZdV+GJbVIit8gzlm06g9VKZNKmxyARyDJRHoQOHf8eT7g0flHbaA52+jfwuwvPj59rk2JUBcZgUjck3CabToIxOrtlhfS/CJbE73zT3ObZ8N4tZVcDkPwZe9kKgTdmJTGuEPZyrOrC7cjbFhrnM0v7MucgWA0eVrxHYn5Ag8S6AjhazC6Y+dpn96/0KtDwMR4/P2iXCQRaX2fQK9qkdR3cHxscmMRyZ9r9W82accX0Pge24vtsUWq8BK9PKI3IY9+YHCS+4eN3K4PyjstyiuGBReLaGbpB8vil2gwfYkqwQNGtdab0+Y66BErtYFXdIkiWAGM26zCbdVgseuzffwDXfP0azNfmOOHEE1FKj67rsH//fhw4cAA5Z6ytrevwNte2a669GgUFe3bvQU4Zs/kcpUqa2a6bI+cZSmERqHJGlwmGUshpSgtY104ytZ+TCaLBcpBl1cy6GZgkIxWp8DbWoReYY7NnQFMqiwFBRi4CvKROLYOYUVA1MLKY7KYsoEwzV5byc8oo6hZnm6fE72rvdRZmCv5o3rAqtQ7wBKLsN8CtODlkEEsEiwzFpQfXHsnWU9VNvurpW6qxe7ek5rpmdbd1EBTkwf2SpWe7suw0u6KCiCUIeEpA7cDcxlOGu2U4tP3P4huYTz80G5DU0txCpE+YGZbO2lnC+DercJIY112/T+qSZ+hmHQDG5sYCAClILQqojV5VXuN4RFLXyL5i4RYqZpnVhL+iGdOyBmeX+ROsmJjb8HAFsQYi1+cseDyPLFPMPdPdChFO/W5iau6vGSgZDAXWVLiFCa3MMr+pIqKpHjuK2a21nC+k1CyPQJCgvwawVqD2Eoi6dgpE9CZFNkUevSwySSfVwBuvQG1AhvV7jAFp+7ydWhrIVKsAAIUA7uAxnowpOQChE7KE9y+5rhHgmb3UaocRgoUbkTEluI9sJjTrJ4zWLzXZx/bRnIfvDgDDEPAIskWlNn6WmczIY56NZDxzx42ClrlRldj2WF1qQbNJZAAHvBBkLUabQlFrtf6xvy02EJXWz6aQVwuYrnWuLMHY3cINDVyTjoApb25tZfOCtH/6MnRZixQBVCZI9jeNZ2cWb9aNlkRmuRC0YNkG7Ni7df7a/BqDWEQe80+GqI3VQIHWdjUlNrnFoyh0Jo6RP+eYWhGAoO7wdP/mQubaZN4cFpTX+ZpJjJSQFGQzHlwgLrtcgPX1DsSEfsHNKqTrVGtTS20GqEsOHHGYbnAFXEh2PtsFpa/7RY/NjU1QAubzGbLWJ4FQuMCzeSfIvsZoiThgluGh8WzSs1ov6dh78gmKVjumC7EvhegO5nuu32/Tr6L0FX3t0UH6SGwHAn9sVRGZBkDuCPOcsbm5UIBJ9EUJJxB41KoxjX+Q9SYjHnImwC3GGMraFMgyK0STj1w38D4w8KvtxSIn+6tQS0Ga7/Z3RpCtrZ22flJqfWf3xHuh+6NZONnR95iNtjKN38iz4k1h40igNIO5QhrYJyBYHchlsHkaXc1qFfCGgPEpO5v+GseC2qHyYJxoCFKO2Z5YRWX12ApZfo1HDfZy+Pphl5GCNpF0n90BHTJ4tJT6u1ZwSu7b6jE9xtmlVIi0DjdFS5u/9B4Kk9Enot0/VqrHB8hBNWEkzZS0RYPGoEIEc2KQwlXPLM1Ifb9xO7sWb4iKIAiAprklAKyn0XYamdU0fBCBffT40jtWtXHFfbEcBjwlKvOw3SbUAsH2UR+2uAo+rq4CjCoo1zieOnl/BIHGig7Meqk49Z1ebsy4sQejIOgMpsBIMIwvHwBD484PQsqKuhARWE9nzTTavycazFgapaRlrh6UWBZ/qwcPhBA1p6WdLf4lCms0+j5Hk0gfa2DA0G4NxMzY3FxgY2MD+67fh3379mGxkPT1V331amxubmL//v0omlLz6KOOxJFHHoEDBzZw/fX7UUqPnDv0dRPru+Y49thjsXvvXhyZhM2ayXXtF97HgC0nYdpmUQbdBDKjSTJ2Gq6bTNF5mHMnAZtLPB3P4Eoav0YAB1Oz4uZi70EHIIlFBHXALCf0iwU2N3ugJHQ6r3OXJEhlSihlIelBZx06gmRtkI7cso9TnC+RTQ5lpLDWAGQFhmov5s/Kk7IUONwruhkoM7j0oSgCo6o7lhUKFXrDK+29FMtUXhwzY2mAT9uE7ZSnNSBIR14H8UEfCMDKB7puBsskCsAD6ee0Bq5VMr6VdsqVKWNtoLgDYIlVJyb6Yq5t7oySVjdYe9hjRKgqXCU9oTUQtLlVAhUSv8rcF61/SE8QJbub9J3gNkPFqCpIUmvjHZLyWoSeTAmklhsSEkV54zbzaNAWnc+mwLVTwZuPgtZ1M3HtyAlr62tYZKD2PdK8G7lxmrKegpWGgo6VUfpN5JTRpdyC8wICEjFLhjFTnu37nIPltQWZV4sVszrSrGwCDhQIf9BHCrfAwgx5JkHeVwpasGuIHFE0Tk+kgQDL7bf9VDSF3oEqfZ9lYzP+xzy0BIryQJRNoc8aSDMwgiS5Zm0umpWNCJLpTOWuou+NGcAi6AC0rG+LRQNNzKq6VLQXs3Z7bvzEXci03FKlbc6jwxhHKkX6PJPzrHZAZW3EkLFamZFXRXmnsvYVht9FcWfsiucBrrVvHIALQqq9j7nN79h/keyaHM0v6zHWHxTkcx9PGx8ArHG/nD+qxZkBlFWB1RraDyBn3Q8tMUBJblWbM5A6AJWQWAB0OVBpB30SDwagWkHzGfpFjwLZf7ky+r6XWIh1xZjeTOn4O9wetz/rLI2pqCnBFTQiAGWxQF8KZl0HsdpS8JshAYDR5MpFv1A38LiPhLED3OLtwIH9mHUdZmtzIIm7Vd/LuqfcYd7NUPfvk/Eg4T+FJfPpou+RM4G5W5JRVyV6qSZzMWGVm0q1fR9w4MjLJXg7KLZjRM1FTXQnB8aqZq7TfaDUHilloMpBXcOt2zxtMuPKN+kSC/dC9umq9e0Smu8kYwDHifu98DRyUEQfTLRUblNjaNC3FK4xsySxsHAGLEYEOZsl2nKnRfColRj6EsZGVLbjCtCiAVVkIRcM7GplRYtBKy/KNON6EJGHCtQIUhoL1XQgs14CSmHdpjT8g34RQTFvX9D8gJGupeUt6VmmL7L2Q4KvxbSNzONjbOPNZlmpYGgCCGbVenA6ZPDIrXuCbE9aMa6Mg/FEE9B5dJLQTrIPjakSMDTJrdy8wmCKAzC4uCWNNrQxfrDTGhGaqe1YyFcUcwBADYQfgvvQg1rq0/hcPFEKTXd9xQQc+97qlABslOC6EdsX3g80oUEfHwgcJtxZGaZQxD4wsmCdY4ELAGuWC6gM1eaDCIjE4YwhBi+MAkts9ypAKWZS8FMl8g3KsmFhCXDZZrJENNfe67vGiKMCjWmx/a0BGZkdjG2WDgYNjTe8sPb0nXaC0m4yZq0CK4UvVjBn8nVn796quS1d6nhz2HoDu2VRzgnr6+sgSqi1YL62hqSgTC0FX7v6awARzjzrbuqjTbjuuutwzbXXYT6b4cgjj8B8bY61tTV85T+uxMbmAVx//fXo5nMsFgvM5nNk6hR7sLndxt3+H/Wuyv4kpx6qPFFHIMoNjLfNlwEU0pMRSZFb1fKmMiPN5sJPSCxfUoYLXZHMNNuElX7zADhnMOZSx0ygWtGXBXJeA3VZdQVxdauQ1KzV6q78h6i1axmQNwDCYiLZGm+KBzMN/MgLkZvoguQkkQQpk7rrqXopkhI4AUjdDGk+R93cEHzW0oWbIhfJBMTo3qsuSND2+lARQbbTAgt+T5y0r6Xc2WymcRyUjYc+XgLPtI8GvRQ+VA+aYQJW9QzcLrRsBe46r5Tv1/Ic3Z6Mnm2uVKCKiyYYKEyoiVdyxGbVS5rdBMEidVjplMi3LhtDsaYqIGTVo0ks2foevCVHGpOtFeW/h7Rff+NpsVhgsdhEv+jQ9z26PrmykDjMOZ+HypPVpIukd0BU0dGa9JPNW2ZJs77QvTSrtci4/71clYChSnQH0YoR7rW/SfxOyv7rsHn9PpRaMV+bY76+u90603nYLwRgyR3AG6KdcFjrBzYE2Cq9yC+zDKytAevrsp8f2AQ2NhyYFXkjN6DGArdH4IDR5BCzvoqCaacW1EWV2UTNTS+uC5PTzEVq0auFSi8ugJ265ll5BuoRgPlM6lWifDMU9JeAM8bgIMCvG5PsstQhluFFBmGy7+U+e6abSb9bO0hlxd6yFKQmm5pFg/NXglueAUNQJQYlt6DlHuRcv7O5VUj6xtwZfY72zWLK2u3WQdA+pjZv3efJ+JwBgKHtXW5z1/vY5ntqh7JWrmN4dm8HpKEVVKrVrTek6RVk8XOyuURXJCQkBjISOPB4DnJo18keXfT5Ugp6/cGKfffmS80FBgDMvR9Qq1RVdgQggyZtkOdMtu26zvdS66OUCCl3AFW3/GlgEmNtTeSNtlab3INasblYAIsF1rsZ5uvS/+X6TdS6IR6584yuI0lQAAH72pY9ciUjaV+tLPsYteXcZA7WfV1anA0Mct1HM58xN/2boQGhl3fP4m7z7PGdfM8fLTu3FmGRcQZRUXgMQVgbgUEAa607twcH9zMz+lLQIbAc24vAqFxQesas03Gxt9ByWa0S5PMjp2ZZ0+L+iJxKB40rs40BiNV/AIiMDyrNcnuoMzUXd7i8J9OEYIBQlKGsztbe+GzT7xibm9W3hFJ7oCxAlDDrMmZzsWwdRE0Y1WUMpg31rrYmKPx2HYLbAeQq8K2BSEOPLLY+3qHtwSFxsFXoYPsSYA9c2GiAzjpAZGXZYmzxXwA0hX8ViLaqYWMAhpvcIm4QQaDYrn36v0+VlSDeNoXYOlv5xVg7MKGCTY7HIINPbI/7yI8EYx40dPCqJpRQu6aAA7nLHIX3hwm2qomjlUuQ4M3taxNERvUL37OV4yetSb+zDojvihNeN34O79D5ZGO2I4rFxrYDWI7NNP5Iwz8jkOZcPY4FLT87YjpEFshtyXTO19oAXJDAM9qFcUOVfmlMwNZaYB6GdtuaIwDVgKbmXsKAZ9UycMkZUSjf23MroPt92zm437ed08YkZezZs1tPfTKYK/bs2S0ZnLoMZgF3jzjiSOzZs8fTk886CbCdZ4S+bKKbzbC+vgspSVYyUEHSGAHMFf2iV2FALY4w9LkGjNFT28MV5GAdmzgVE3USfsROhdnmWUsxLIHaWU+PCUgCNBEniSNgpuJVFQ9k5C6hyzPk1IHUnQoQMMSi7GUGKHVgVBQNyFjVPcnSvY+XRWM7zgBhc5ZQ4AqDz9/x/hIclA1w1huEPwGpEqCBoKUYseRIBqAHE21RQuVpi6cgdZa3cGWUfqGKRMZQ8NA2xUVCgCBacppDOSFXqJAKP50qpfhJpoFtiVLggDJmTBjEqWP/Dmp1YCddMwuj5BGZElakuLU9uZOz4FoZFXJizxBwgyxWQHCNtSCYbv6PAHr63GX/GFmjbcVmBWfxRRJXcVPhKp5NuudxMeWksf4x1zHAfBxj+SCy5jeP4t5sagA34/HWQUNBP/al8KUEqqWVxWjuYYs+jBGaTOQMQgfCgCWGgqum0IcU9iU8myQYbu46UK0CKBpw5e2z+3Wu5xwOe5Ti4MSDIuN3swzUNaAu2nPWLxYTqesULGDnO35PBJacT4xmCwMtKHn4PpGsU0YrU/m1K0bdTPoF4R4CgobQXOgG7qsjgZWhmdh03KM7nLsFjmb4EiClnw3kIGgb1HrKx1h/FgE8StSAK7NspwQs7D2hLiW0x8vTQ9/Kw6Y5fw4MMLrcOJ+3NlAYLzT+a2fK8TubjDZmg2eyAEne5jqyirJhoGZQYu1JJDwHzeKNbH7p5mQuIfpmcCnoSy8HCGwKanZ+KYaC6j7VF6SUMEvJXaxrrehylkxQtxBqMkR1mdXcYQY6oYnmQRYl0lhJarUqXrr2HMEslOQaVDZRuTccDPkezXKwVXoGLfYjMQOdWCQtFj0OHNgPIsJsLrJach8pkRYyRL5zd6ZqUy+hT3JI11SzBnDwiCcZZ7ElULm1iysj2zcMiAubHH6ZrA0ttzFaabNg4WZxlJASDeoS15CvjsgeBtuIynqDLUUaJ+f/zZLKZRmVRyhVdTRp8SkTJGFKXxbo8qzVe7SuPQe0AyHh/R7yoGK4vs3YgRBaBs3Z6lbPVvaqkDft2ybrRGutWqtbEXp9QsdZO+1v9ueH/W3kFkE2H7za5CXazJHcEGqhzpaUpAexWMa2fnGpzsUoZqCaDMQ9iPRsoxZtQ3jW1lbVsAc21+BNUxlSvwtGIdbSg4F0RocFf/skHBADCgKZgmuD7D6fVnlQi1cBNKF4VOTqRoxvshttkXBbPCptLvn9bUVxUY/n8TZV2Fm5QSBb8c7B32HCA2gbakxHjXgvWnvtNj/1C2UrE3LQaQBesffXjmg8B5aAo3af/eGAhkXOGDCPQaNWvAzttJEaoxg0cCCEb1/3HVFs39L0WTEP/feqF0hfL4FCUUgK+9PKOrMy+rjOtJ62vgZTjNsfcegj07Qls+zP3+q4FWjMW1b2lkUnH38STjnxtijF3GsqumBiK2DSHjBMIBRhajZLIJoBUCsSFZj37t0DpD0wdxpmoNZesc+kZSbkLqt1vAYP5qGCb5sPQQUPbmNbuU01TVIrcyCTpJaHcgv132YApSx8zZAqkOaaZTFXLBClvT+r+1JOWYRGWD2qprBvlRIxTVyhUsrqdWAb6TJZXYQ92roltGO72ninKybD+SbsX9vvmz+HJEGagaUkF0Tc1cbjttiPlMi6TlOTBgY80qyytrKSbSdDBuwmb4sZKpPyc6IWu8mfd5PxxlQSEZCg88CAHXuHuo9xRUkkwDIBlS0tcnNlHcpmOt9LkVg6UNAqS3slw6Caf6s5c4XF9Gij145bWF2e7EVN0LbJaye8LRYvh7oYj7Tn4eC2j7bzvSAg6nfeVpsHO5WCvsE0yx1yJz9cxFS/pgQqsX5b8FHf90jXbAhYXBkeD8YldAgIZKAEmfCg816YkTxrxi1EwNysOvQ5t9KVudPNZrJzW4Y2sIOvbf0oKJEy0JmcoXWNB2OA1LnvgbQJsPBQybyWIAGg7TmtlwUG1yyKmGl73DWJgiDskwumcHo77V7lew4yOJ9Bs5Cx3wby2Hyyvqnav4wWR0dUhTYWY2Jou9U9IGkdfEztYG0ks7qGaAKQ1sms0gFZe31Vdz8XlNpnIjkwsD7OOt4J0hcRAKq1zZeBa5qOiRQMSxoweC4C/iZgxPZjdC2CQWOLKO9Imwsp3KtjzuHdBh45gzH+skoubDzf+ZUH6A5Kpr3TxtemUxK+2KzKI8+zA4LWlqRuOswrQnXdQmgAQNQKcw22+EeA7KCIFh5BjpShat8JFklu2SNdaEABIINh8XAArglVYyPlUoBEKrctsLm5QKlF69Jix/gu4azCoCOtHrNmxKMWFq0GayDIWPuMVR4jFtbSF+5ipe1MYX5LcPVW1jDejhVJ/jvpfh6ttuPzEZyz8kI3D1QQDpm8ZAlrHWsoT780nb0vRff7onGXDEBKyCQysHtBwCzow7tNO9M5YiCs8UWTr0Qu0RkTjUcGZltN5iPyp5032v/O9lndztTzZjwHli14Qt+ETjV2PKTGg0eY6eBvD6pPhGgiRmFg2F9QEXX1wdgN5qjJpQVFA/VXFo+JLsuhrQeCD2vMLN2jqm39RzkFXVDXH8I8Pwgdpu1kOHFtddIJ0+6Jf7VtQBceh2s+WbYQ9rYVAhtK2DaKOAqjGbEtxfpHky4KxRxEIB28g5a/o9H3FN7rG1AoiBmeKjdurAA884it3lX7oxUVfpgZ5IFV27uMieyMaAvzNpuIo/cP7ohCgb2T26PjVatjSTETybhd9vmg1d9p+9CEOgAICP7SewZzbYvyOQii8UFC6/NvNhCjU8qmFrBiiXyTq3RTkI0ag1GKxPkpRcyjU5b4L13usFgsBBRJ7eRNmLhukj0DVDBfmyPnDgygFnYXRZe9Scx3EyVUZpRaQBpItgksHMxumwBKLrgLGXAES4GbNMYbxIqJIp/VUz/b/KROanlm7SjqTqmnXgIgSTA+A5gIABKDexHe3OVUy8w5I3WdXmucOS6b0Rbu1ghL+PUAMNIvBzu3td99EvSaZfSQ+qacwG5IEICfkcRggo0BJ+YianVI2YIxLs8jP03VDbkBR3p6WCuaGXkT1pL2r+2r5p7oBhKq4CUXvlsb4qGMPc9o7mcm3BdKnm3EgWZVdvpeXPoqJZDG0mFwA4KAANANB5DC/zrhZR4Hlm48jrW+XAtoMNBmqi92UtUV3QYcRUGXQM2g1hXU+ELGyoOWm4i6boY8myF1M3S1iiVPTuqyZvs5D+f1eJ+wA/SCBl4YMGTyDiUBjmazpmR7MNDa5IVa24EUQ0ACDYw/IIa7PCWzOJrP1DWttvc5YwtAj13zOEYI1kcED75smrQ9YwABMzzQ8kDm0bmRUthT0fiAyxRo+7dNQnsuBXCDGBIsnBtIYkHFgTYHa5W+TPpCGx5zqyv9cI83cM8DTltF0ayViNECiFt5kbdhKN+4TKjfZZMH7esq7oPupkYKFA0KCTJlkc3frbhC/WsAobiOLLuqAISm/NgcNFDSxy9MsggkxY0gap26f/l1U75oNHYU5oGV5etF32fAX+wzc82LQCuMR4dxi7JoFOn0t6TsJi22zSVxLWXFSRu/lF5gz/yVKg+NzW/m1JT9RqUWlRWqy0cWKw9cNeyU7B+u9FcRNs3NGgAqh3DXquc4XwfApTpwlCmBE4v7GalbYK0opSgLq261EwGrMUVAwYa5utwArVdzcTJAp/pcIGdhQ0V28Gvcib5XGXDTdOg2TzymsLbRWJuLIfZ631iH8hE5H5QHluSpsFbG4J7JJLJ0GZR0TAjwOKqkKevhuzbsiHPcdmaJbShtSBrXUb6wvoiug6upySxxtMJO4v1BILUklF8tLhVpbWMZ407xLvOD+eFBrq7p0XfLs6t1qclnDZN3OyThE85P2wHbADDyMYaEQGA5/uyrxI+0uJTdvBOrqtKsr02G9e2EW/k2l2iWVabUdWl8+hsR88gWUYzTMjCNGq6/7WknN++4sJUP34BnEVarTpi2Yrd/ZgCErbh/JBO2++JGCwwmebVybWMbTvaVYIYedvv3JsxA/vap75s63PVhR31HaJuulum/x3Mvcr5V8zIsksHapqHZJSwLnLVnu4CoAy6mF3QT23LFL5VBQ6HEeTIPr/v31J6zF9ttFeGZcNtIifrmEnkbfSMLddzWTfVWRAcObGBjYxO7d+/CguQkS5aZJgCojM2y2U4TANQqLmgz9eW3gH0VPTY3N0GLXjbc1CElwizPkNIMXSfZ3JLGden7BUq/CUbWoWBIvik5hesog0isflKXQDmBkUBcNJmWzTmGRmIQ+buqSKQbjrElO3FLbF7d8nyvAT1LKbocBdxKMNCBYNm7hM2JrzqqBtCOrqfjeR2mVpxTIlRkSJC+PghTxiuGpsMcy9M1zRXgFO3obAOMa5eRNUOdl29BgYGgaGv/+/puJ+s1CLy5m4VqNF4gnw20iHwhByCGwhKTe7InjzApiOD5fH1tBsshrhoYu4kc3vWJUPvq7TBOX0ovAV5rE9jk5G2GPgQOJ8oAJyRUdBmoLEHXc27BNSmeDBKB9JyVmFGTCTvLAprrgDS8hlZaSP4ksXva4Yb0roBrOjQK4lGSNWpKw02FxW9JARi034k0e6FZ0jhIGubvsJAwN7Q/LIKnUSKJeWOuSCqoDhR5HwQoCKTvWyyGLlRWn40N+dvc2iyuTiUN2KxAksUA8joqTzBgDICDELaAa5X39n2zLCLAYwjF/dBAGpMVzFrIZRttf3zGlrVZR6XcQJBxO61OlhRkkNgDzRrFE3xEeac0GcPcwvw+U7r0HQx4PCFr61bilss5GNbFxnHRy3edtgsK+Hhgcx1nC3AODC0uuUq8LItTNJDhePiuCOBZ3QjDZ8ztLnGwlh99H3lffN5iGUVZ25MU2PiFsXMejja2xE2ZjzGjEPrQgjm3DdGXCYAW06kFLZUvScaQAORM6gYMgBMMrOfESIqfCShSUd0KzJqQkDKDyjay682NApACItQkf5dSUJnRgUAzs/yMVkNCzSpe+p/AMECgYYS89E6uEgtJeH4Wq+pE4JxQe8J8NsOi71H63jOZkm4w28WPgdaleaTowUas85ad0epMAIrO19xJ5tREunfBli6HJcCa+ELly5Rsa9BYUSyylFRQYiWp5c9IZPB6mCVyxIysWUEiw4BnAQDqYDn7XXFM2GQ9gNVKk1nAOWF5TQ7wVen9KLqbAIuyNpNarzMkrhT0gLLYIcGKukjQc15iPRH4au+DA1TELVA2ARqGgJFTwJVDf1m5YuVvHRdkVTJrKlvOja9xK2qo3pusM9gD26iYDDZouu391i6yIO42VTMSN8sv/8LneLPqS0kC+5daUTXumlu1kxpjhNiTw73w4HRo4JH6hFIyFFEmyHhxRvTTkTdYCj124GlMfrpogzs+CVtFJiAvKfkUJgCF69uVNRI+Bv0YOMaNKZQaXsN2gqH18HcwwP1o415mtC68hF8xyYd9QclSwtuJmm24JIH/2BTBHVBcMQNlLVwPSpdv4mTLPfoFb/WOIDD4iRavHoO0xTgf7pjVnT60Qrjy60FwqU2Za5YJq9jON4+ai03jqEuy6q2cZvMOKSccOLCB2azD+vo6FgsxgV5bm2PX7l1IifC1q78uFgNq7l/6gv2bEqOjlILNzU3sPXKXnky2TSUG7hOhS5QQSgldFk98CapZQWhK0/qeXQARctJsVAkozCioKAtWf3ix4sia7ra9RwSvGoKSJpiLk2TUSKrEAkWtkqAWiaTBtMk3GhOgTeehlCSjWZi+dqLo65oaPyK7aUSiXxDAaqk0SFXOwbhAAyFWibnje5EKVmqMLcE6dT9gLqiLom1P4k1RRRA2LxoCK9tYEbCRpR/l5HV4Ym2bvrCW1u/N6z6WUzUbj1rJsu330tfVhEmY0KubgqXDVUHBBJF22l29fla32iv4mKTN4CRzgQsk9hMFAagCKO6+Eq3aKhI2sa71zsodKiRjXPG9XBqt8z2pUMgIqY/R5o7PTYvhs0pg5Lb/cdtWSPd0s+CDCoV2kFVGRd2c+NfmYgN1cwN1o5OYWTOxOMyAxvChZv2xOtBio9kMoALUHtLRGIIRlcUKxnmOljfOvkYJmM01dXppoMMAKGjCpQBT1GSyMUK39BkYuM7bpM+dxDciLbu3tlh169C9zvooyl5cm5uYzTOTDWI9rB8i8EDq+mb3mCwxlvPMisbbou8tNHIVU2uurGUbgETqFhatWuKLTDaNE5UARM7BaICMH/whWOdoYG+eAfNOZMlZ8vXYgMYeSF1zC4xuWNX6MdQljilhaHVk35UCDyK0Itapy5YI9R58ze1nLDcpn/MDUC9A31M0Q565Ha6tBxkRAAe3SSvP1kgESBGuj99vcqoF/bY5VKtpEzAXbQKhqtLCivlLWCXl971ZHptl6bLnxs2bpK593yOnhPlshtRlEPXi8kwCnhXN6CmgWW2zPZnBAaESg0uRWEO650h+ILFkE4Vb5hlXPUSz/VetiXPOmM8ZmauyAfasbhaY2t5nFhgD4rFV90h/0uvNKStc1fpRInF3q+2Aq6qrVFO7mjubkRvOFdu3AWKy3AiImKLJOBJoXbOTpuCOpwAboNZwOfsSXRnUOS5TggbPjhbbFUBGZ0GtyZ7RQxzTE1LXWEX438E41R/b8qbm+mnFREAFBQeFIhRMEYy7AZnksqDUOVrOk8fMksPSqIvK5TRch2xuh61d8VCdyWSnxtesn8fg41L1/RVD/MP0L9kONPD+mCcmePgJSgmV86DUcVDsCIbF/mt10TAI3KuegHbYTObdcHA6NPBIX2pCu534DQWe1YzRJ7Q2a5XgCAR3ChVe/n/u/qXHtmVZE4Q+M/cxY619zr2VNysFJKkskFKqavFulQpUDYQQjwYNJOgg0QAh0aFDhxb8HkSDnwPiH5BFUarMs9eKOdzNaNjDzcecEStin3vvXptxztoRMecYPvxp9vnn9rgO7tMrgvhtmxUqX8s2ed9pYFRj/zuUaCr3d5DpR0FrSNYiw9Ive5vB9aZ49qrsaJ9s1ysWawAB1dw3pPJURfqPf1Sxrd3A+qn7d9umq9a/viOBYVH28UuA2Nr/tITVEl6PACTtETaA5s9/5ODnoZ7+/Dbd6yJ/Mk75aq9z1PMnII7isqnnlg2lcT/TBuwf8mJmOx0xZIrYJKso7vdXNxG1e+0UzTd/reE4DrTeMKfgyxw45TUtl0QGiAdureN2+4o4FZhzoongaA3HcUPrjO/fv2MMA0tEBgbGGBlrxIIJMyQOYTtwnhO9dzB3MCIDipmU2+EqoxNbCBHPamjtpRWexMkIpkhF6kpNnXDJzQ8A0JblA7TLZ+MzfLMz6snv6ru8F16dZ5sKrH/c7JRYRDyblwLSkXFSYOAGABq59YMAMgfG3epwEEPVstxMEbTe7JkJ9Mb+yiV7qgUUkZFvCl17WZ5G8DixvVyAq86itcaJEG4hu9EB4xwDOmAxHHrzDGfT5IQSInZENQunRjlVK5ABbF4wOnQGoDD5y93cD2s8EoFakFBcgN2mlGJY/D1EIDoANgJS5sQYdzRqNv9mg5IYuRP4NS2I7O8pFvSx0WHPxGsk1EAYb8eiW4cPzFzavIBSc6sTE7kLvP4M1zgH5hyYMu20XswiQeGxxwiuOwqBuaWtpeJSFdmwkOMYMbg4CJkczthwxz/J4uzri16Mn9XC4zjs98YAGOmCFs9nVtfynQQTXQ57pgKv3+0nXsxaJt9Xsp8FMVBdoCp5hCjrfsELjsvC+kQVkLuXTyvQdiYfQcF5VyziDEAOB5lLsqgHKHdLH8YKKt0abBfs7+NLPwaW08v73pqk2YYgdmT1deLd0+YDe724ASxYAa6d2Pr+alnxXm4AHwA8MHqLOTHXIWKtVyUcs16yvguLsRJ0Na8go2J+X0mz+JFklFp9rgTbLKRmlj2A+7nIwZijuSYKCVpeja5G/sU6UV2yJYlIv4qbTuI+AOkuWcZNRLYYMj+Cc9u9f4CL2bKlhYzZkkVEFzMBExjjdNvbuJehc5qrGcLqskHZyJDWvRwNuW9ZzFy6+5IXqGdyC6yC3jH+8s2scwhuYRJlGWHUiJIkeiCQyhVihSKz9bN7KPKBRRvcWsnXmohZilvsntA/us+Fsifhijt0UVRpPCnTQh44ecmdHdrYGsm+KYW/t2sji1SeR5NMljU3LZpLXGJuFgDeDrqCAIt3Aywe8w5raezz2X6PkAzRxinTrMOiv1HXQZgqPmtFCuqtD99qe3pEQTKW8mrHRcZc36QlnhGtz65xk02M+UFkkJ2ORxRAJXQs/EPDNeQEORln82RlobPuMFmfSCzEkQdSD7VOVN9FGWA9D9koDiQ3Jt7qL5KyK+MlEeX8/dH1abc1sC2cDATHgM6Y8Uih8pZwjE5PcI3rMK6FR29OpkuZugJvgWNZaQqkpcB+VFA0tPweVyqjfRL91ddFuKx5TaXO5d3Xi+jx44e6A1vaUgEIDZonfvr2s+/V++o29tazT8ioVDz0rLMvi/tZ0wMrXsp/UykT8GBZ9qNLywqtAOhNi7j6+S7w4s8Va+Xyng9bOf39XXUzH7+ZS5Rk7f9IIOe3XP/L/9H/DP/qX/5XAcDdXhSNOIkYQCH6CuaOP/35hjEGpisMRTN8Pc0CaJwT/egY87SggjA3IfW4IJFBAwBkzMxW2JoFz1Y11zFu5MEnG+YcUO0GUlgz04mQoDfPfhZCnwjsViIKgbpVKGOZ86ZHhdUCcw6MMUEMjPMOCwR+oPfDCJKcCPD15soYZgK7rOdcbkOhU8C8wIX6Or/ysJuOvmyoDE451MmgybGIBhTTPRTKCVOUxhZPJg2amX2DDaCAB2K206RAM1hLkd3ac/mOF/dskeUqt2WuvKzvN0j96EPAgilLAV8JVAKQKIyAp2VxtDyjzUqJPF1yNe82UWeWLKam2e6NrEwOWCnbbuRA6FwtbdFL/yfUjY9Ucc67hXIBgan7vtk18TwBHblvVAdGwusUEEBaGsRmYGtMBIe+6IaKN8yNzX7Kh04H/nGu1s1NdQVD9X4FnHjURXDE/IwsQTFI8e80qxtNt77LRpSwUsurmFWPzo1sQrz9fq7PQjCE9S78/h7uV7DyJpbrU8FZCf7TcghGZCgQcY9kCngGsaxYRKa/q2ReylhJKpYJTLxvZlhK+b0RBycDE8NJHVllA0gmU2QdkqUbWiHIZawMdjHXiID73Imi5u+UEnxfeQm8XC4VW112JfmZv0e9nvHYdGGU1kGyxih2merjGERPkPdJHgnwOpCubKJAl5XiPiyvRikjhGAQlaPODe/bwI4cgcyLS6D21dfRFi7trkxyLueK03XHXiBswbKlAW0i49xl/CPBNsejP0M+14DwOdcKfi5yfBu3qxzP4LUrqLJ4Wypaco3gGzpyPSIp1/8oFxEneURY1hgplpxkYGqIAwub+h5D0Ung0GvUXG8hhtvcygGP00iGf6YIVEfOW51iMt4Pvb6dJ8IKxSxZTb+ZRY6aK5zX1Q7H3ut0xwSyppU9x259u8QL5X8NW10zh2pdw6sT1x4VWGREyOV6q9+vBUtcUYRhPth+l9kjCoR+Bh6yR8tlehfCRb3uUHLLPVuHy2qrlBtPUqCEUieN5C6W2TeIPQt74IRTiFRHEdOFw1s7qlq2/4K0cKfIZqZQXWVsVkkUdSVMUhA1NI44WuWfZzuLLhelpxkR9SLT3+Q5Ui7AY4YCz+6M8sxaqooZx3/+upiDlZDcLNCCU6mjWghbovJ9iuE1tvnI09Y8vz5FHlWBCZ8YD0yey/nNTw+rk023RipkK7Mq2cgcE2z05kJVW1bXZ+gECvCs636vXrh3ZOfF4tWa7WZ3QIg2QwGq5s1SbvlMb1+vy9htVy23nv5ftVNu3GjdU5+vX2d9ve2xhDdm9SJ03qv809VwbccbZdXNwaNkfLsKV6Cc7fXySmyRp/d96oqKXCpUlEDeVj96b0yv38Uc1KWU/zGvJavWuxVkynrbbPz/5/VP/51/gq8vX7AEBWVgdlNQntGgNzfFnsV0WKE6/J+idTGfdW6gwzZdzAf60d3aJ1JyOjWiYoe3XdFbA+GAiAn6MLuNJalAnmoQAY0PNwSoit3kBBND2AGU45Oj8XIj8EI1SQeBTgucfLs1O1nsDUm2RlBXb7M4EiEHayCs01TmVGbLMhCuCOscsyuA0hLo4YAWskiQG9NNcUd5smBQ2llbh7UWxJqu6sMy5AhKvT0QrrpcnADkPNF7A5VFa4c3Me77PMp9zq6Q1oCZ4su9ZcUIKyYEdp1C5BxAHMaI13mBHh8Iq0NsEO2P0lelXHq0BF1u5pQ6PS3QHPSuc4ICnETSokb8VBhBYjqws80sAbIOlG7N1tv0zIYP0JHWe2PuCwGkljEvCKLHNqyLwbi6HPxel+qEYoCbA1+MJNfG/Q5uns0uNuvG9gEINJloD4BZ/2Xse99oUWvuDhZf6D6hwoLFiQgFWbylel8lqaYg44JFmcaqOtHVl0DKNafLcojK/A+3zONYMZlq7KMKVpI4RSFBYGXOCRnDUmEfTpARUMwoL/jI255kSwWEstqTruWy6j/9vli7U83SJd3IwmJOjSRr7BY/0R9YRFWMXdStesgmpiuYNX6pZEiSYRNB9Nr7giA6l/XQNW29ehtjIc9pll+J+bBcBeOfzBLYO8g5H7s5VrowljVO3bP8KVY52c4q9LC/K/ug/oz+oGXdFMHZ07XD7+Uyf+JdD9hF93/5LJbRQ2ycQ3YmW3Cpey1TkThJn7STiS1uC0a6J19juPxRrtRTiVWdDPd+CJIsLE3V72WYroB7rCwiJUtOEip0NEFwdMY53LvFiQl2nTKmWXGG2xZ5hrW05s0N9dINvL9xbYXeam/5GXvSFS/Qpw25+xrKuF4LpGv71htWIIvyLrcCEtrPlBNGXETmjt3Vf65nDMJFeyt2iCXiJCjUjBFDfF32gxTtjY7LFmDN6wg3oIFTV0bhJPm8EaqGAXLMn6yz5A/cDTL4h9V88mVoc04qYRX9XQjE5ZZV+qGOrZfLrjeXCLF+MJXjuoSQ88/6TDexBMSc4DIvrpPDsaQu170k4cp4UgQCh4W3yGsbx13dxAix60mBj0E+6riRYWgph/pjwunz2dZC97rirMzbGoA6CXIabwSSNbCaka37E8xev3qrTfT215SdWU5aK2mRgl8f+23LfOY9W0HAs2sDte/d6Jdc6vPsqid0UWwFbgAybVZ99SZgyu/5XqzTGCo3Pqt2zMY6JqX/9pfAF7SDmfJu8rpm1RW5Ad0A1Fb36PtF8mWAXi6NjdRSZfFt4Lb+nX/E71yqH+U3ZKMrkIi2kCu267hFP9XdTwDjB8CMVI6/G6K4yOwqtD4wg//QV2vdUmeruZKQpyVNk13Y6YEFZjT//ttxcysllytilju31kAw950OmKKGZa+SMWCnHp6JjT3g5Dwto1vxV8/0pgzArUWWhY8BtJaxyyKjSYFGj0vRD8XtBZLrIWTiCjjMTnBlyuJZ5AqHJY6AhLx+tF4S8l9Llo8iTqqusBXAD3O+WrV478N0Qjz17Ir1lIgVIIB7MwLQpTt3czVRlxMUdVLNhJYq9kY5TxOPEYTZ208ZiLj+N94QOi5ASMilucRAAa3W72vQcu8eeobo0uR4i2CL0eS6gQKMuovi5WwREU+qnsvUkzlEvbJgq5CBLiMbY1yi7+zwweoTGVU8BDoUZLGWFIDaqS43y+hms3BtuKwJRkJldj9gNxadmmvk8aobD7PE+2msJtMCzN1fdTp5ZC4dy6ICAGi5ThRSL0FXa4B2Ty/t49YY1LrH2IGbvMc6uuCVWB/177xPYH6x5Z5qiZQn+TFD2N4ZLlVSrIIirlBMdjZrAyMCCnERu6PN8rbgARGo3O33sAhS2Cagw9ZBZuGKfgoc4XWlUl6RD7vsUUCDOBqlzwqGicBwYXkT5XIHeJZ3SXl3BUvAlmSk9n+5Jfs9MqJJWA6FsGAXVlFXWaTW9Ge0vLeOzxlEDCMDiDO55VGU4eMYpByJue0BRuDA3xcpAKuroMIJyqVjkPLM+7y4zqYLHghJ+sR9Re+suEv+d2/7mMa4P5BG0c/184LZbKe55nkEzE59U3Bl+ehhTV3HMkbK5aFqs7hIS8z+Ia6//Wf/Lv78d//EYgqpLssex9gRwiSTagQB7hdtv1Dqj/hQvYzQQes2L190Pa4KVcs0NU63XgQyFlAc6llQZvGMYYs02vrc5xj5H4GJDL/YLbrdjKKfsebB1rxVf3h9tzuowKXLXNmJrkru1DQfqx51o3/NQh0GD8saxR4KrPdAhhYdoLRiMaWuz9udNqmYz3+mWxgWRojMd8zwgM1Y5BsV487SZ4/rIqyvNf8FeURMi+91oFD7lVbH7fv/63gS5dyL2aY+WHQtM/qBVgFBwIUc0tLn1UlljW2ISj/cjUQsObHg/Vj2sD7EU8P1r3Atq5EXzLDmEXlb1nfRnthbLBn3USOGT7utVeY1gGdOCr4yq/VZq2r6AVI1I4xhWw0F4MICqP3zpOTPNOHymE+QCEyabhLAygX8zmu2wNbxWQH1Venk95d6P++CS7lFse4NWEqxCoRa5vVf/TziXWTmiSrZLqs5TIOjfMI6tVHBCp6IVVd1MNNWR2qQPiE5VKFoIC5TcSPTCjjA5fMoVoEwByMvP837AsBsILp8l5s0RQbnzkV0s3Ie8qoWl8qUXrXjow3l73rCVe/d6qTbM488ZZlv9VWlPMJSMijF1Wn4OJXpodi6Sa7zTl25avbBH/vqHmfG3NGMHErMSBbM+LyfUJxQUfTOELcwivgrAovhdvQXG8b0eHCyZQ4/xPXUmj2IH9/ooxsZxMCcZgkZoUtac2slB9BKtBLZoCgkh0ibx0QZHzOfRaaX1QTIIbcbbo09hhI5+Ke17ALMQDPYb7gfFV1pPtlVFhUxWkGZ1ZoRNMN++RqOdbxe/8YVwKK0mJrLN9t0EcRICWWMcWL5gS9wQIBbUFn638GEphZMnSMmAJl7YVkoKYrMCiyUtKzfeSQJFwAm6SUHNttpYIycRpa3GE1fp1RWbIIqKX9bOngCuTWSgy1yKy2q/bTLVEqEuxRG+NhLjHmQgw6ONOLhwDP0BT5QB0EFsLZ+JOnEaCnSVAXDffAP7qt+PplDfO5zpICkrDeyfYqr3P59roWb3P0n0/RGV5e6b/1/LQjAcVisEAZ4xoKGTSTBcqW6gkr4e5qToXXJRdzKSEWc2cl6AaTlUrhej/Z4PKGwVmIynR/xhWJzPkrZorv72VT794JCFphTiE63lCICdZsbOo3ABrDKj3JTX+363Jalb+CZiwVQ4Cd1okacVPF+GcMspsJqbwZ5QkhrnLD8qSRHYCNSJ8ycjNnSRsacVeyD0rDcDv1fuM1F+voMdF7czcawDGrqdWkdGK8mg86ILeXvas3iBfXuMYQEmAN6nuZ6fPsCfP1i7TrvPuZHIZ4u4DJido7z0j5XilosmOBjEfdQEGKlfUJuGRaW9+F7o5eg52WdB2haCnIf+7gnPiOUOVzGFbrGKyzcUi8ZDtI6b7LAaLfPwLLBFJ7ptvqREKw/w/XP/uW/xN/983+O6YQqc3MrkOUOT80O3CwRxXIjM9Fm69asgJGHNSGkbecQWHLJMhHFHP5O73tLR24Zy8JSP4JKc+nQxoQplihCRTFddmxxdotMpPi7zJXUX6G6HCvF2FY3cy/GE5Is3RyWzFkoliWLQf263h/nTny8Euquexx2AMCy8gUMYySRszYQVaNscX1Ke00Xy/5FfO/tsjGtRiPloD5xmK8TDayx4vBo7ecH3PfjS3xuAGGc6+s/icCFqRYQMCJRipzYQnYEj+EPa7Q0q1fb5y+g6Pdox+NYMpkejLvyEFgN76CM0W5nZH1tfNiyalNVd+W0wNoRCvCtq8KKSjRlTd0TIe1OPjkcnySP6iKqny/i6LqhrPGPAihpDD6TW7wuaV8XuALJPL9dKTWT7d96sRuoqU/2a9DAJwzwh6+HB+jxszr6hOe/v/uOIqBqV8VkeFaOjwOxp4CU3wKyaf2ILCO0f05olxScoTiKoKRoA/b7gFykD2W/dyXjEgCASj/oWuehxB4CjFZg90bLqcHTRSDJN1kmtAuwOnDMJkf7Za8HwsUngqctIZUEayFtWdwUGGysdR0/Alo53cxYLVpuyO6nlUEg+g4EipglMHE2atrbbU79LI4hf/1l4IL9d3j2CuA8TTEdnqr8OBpeXl6WMiKsk6/eLMuUrjJrLJ553nGqQO+vAJn10PFys6DbDRhDMceJ+/0E9y92gH80qwtbGTEqc478O07cQtkAMKCOsDJRzCGeiYcceGuUZG0gQkO7yAQ19zU6kMGbnXiaqp4UzS2fQE5yAftxy/rxMFseJo/YusqsUzavOWKUYOmXcr6znhYzgc4gzEwAdax4H1HeIqx601VfBYSmBTYGMH1TnT7xqYCbBxb0ukRFptesrI8rFxCAersI2zxRJQO+aqmQmSLYosKsHwKArNhFgOtRUnBraGzgOfWAu02uDwBiDwiuzdsZlpb1n/WXioKVLSlolNLsM6t1g6ItnigAkTGKzhlI4dT9ptInuV7crSoCOQKWHns6mZYCK/uU3LLlgj3wV+CCv8crE4ZSyJmYOTG3CEvgFp34WJIFPvYYMzROd7NyqxQFMjaQ376dQBDBrIV0rQfxe6rrTlgYXZ8Hinzxe4bfrx6Qvx8rqxewXJ9GsbCavsanrCDFocIOt2xRtba5VSZaX1niVEHnfZVxetbHcJsiSWBcOn5fiGnFE5/rapPtBFd9u2cqIyNXMtFIVDpIJSJz4wqyIVzITGQgraXzgPGKNcvfgetiLjiRlo/F2NTsdAAwh1lNKmy9B7aObHo5F7y+57D2ubWRjoF5PzHHxIt4H3Rez20JcrydnlTAYjLR6rck7+If9t/BSJPPSvIELguiL8i8d6/6jpgTPt7sRFyM+Yz5CGTMK53AKdDh4S1aM6Ks9xXc/bQg3RMTAllhmJgwI6D6BiEVoHBlJygztDVQE0/x/vNfWjfdatbSiZWif0PWAwCRdytncN/GljH29f4KjTnS7MBraVE72FAnjc7zhIrgdrPDrDEm7vdhOh5AQ5kzsPcv0iAu8v+T88prn2SWMQs7WUvUkiv5HC3SYvstiRBZJExkd9ufcZSiaaub34YbVhz+PPQ7lkiPt189P+NicmexxEhLy4erUmz041C9WjpV0XitydP34YTIXCQOEw7fg4+pGFN93NkIxbBYD4toIRePiVyevGX1hLlDcs7DqJOJPwGYPJsuZ7tE3cXR2xpJKuJhDtff7JNVB4k9GgouS7LQ66vkVreVMLv0HRHgoS8CP9q8ka0t5N4/mztaZIIjZN8FeQR4Vtt3+myrAwKT2axYojzwY0MQWUZ1PRv1x+tzMY+0dB5cFuv6vaX7UQ5vNmCb2A70rj6p6/d6ClvBy7MO+yvsH+LBBDXA9Xxzv7ad88fKzt9p/XEtgsq/Z6987x2KBTTqBI5Tobeq7AApT0OBi+n4B6/SrA2cMbnSb9hATyoZpJC273T10yYx92d+dC1MGJYFMYdCIPh8ClAL/zhOzzNWw9+Xco/5uwshbPN6XYQLCXD57qOR8AEzh6wB1p5dqZRiHl2/BJmbSa7f6uL5RNv8wS4DJKbgSEPJuSUH+0a8NTs5U6S72O3oSxnALD0ABxVAAlnmjn6QYffv3yEyMU67ZzbLGPZyuwFCoNnB8ysOPaA3iy0U6dyJSoyPOTCg6HxYcO+QlbNsCgFE8gBSixHAquh+8muPmLvW8ACXUwU0I3uEKZGX1ixF9zDCauosZOvzS0UtrW9vK9gkdjkP/9SWvebco9goiWXK4LrhAGBxg4prszUUNBzwxfMpE7E2IZ6ljLgZiPXxotywm5JnEXyhDoIRaqyWRcwCSsap6jKGt5M13QJt2jdB1iyg8ADOvJ57DAJAdWJO/6MFyCNMNRAhOpEpcRGbUl+j7EAtiWiFDIXSzLmyyV4aIKzsdWu8FGuw/R0IuTrNHaOxt5KhlJECfG/rWVWVLG4TtTxASgM/10Os1qdhyInYDHiPzQkcvXsSrqjLtS8/rJ3/ka+FaTJmhBM5OV8XW++PbIq1FOWglbvp2NMtXjJTVBSixSr4jSsyYokuy504gjSghhVD0K/AGUG48ALkYDKCukX2q2mb8rCQ+fLieMDfHTqYCTjILafYeWPyGE1shNKXF+B2OBGgwP1u1j6RMp4PI64IgLIHhWInAbzPIqgzol8SRiN1PqFY1ER/Nzd9C9kiBesE3nFyV708j/2ycM3l2saljlfFOo5HGN7P5FnV8gbkuo/dpmfzw7RYYiwC3Lq5Y825t5sIwKvXv2FMs7I9z7tvohnH7QDxgYxRNb1tAKB3m4e1vImSHc/n9Rb8PtpI6x7QIvCrJd10Kzbw3i9Zhl9RxkZKKTLoemTuu1jK7v1nY0C1Tjkuu6xpHLF+PCYhJrQxZmlX6ruCb21qEbhd1vRPfNVDtYhllPs/xzoWGNnak2RMuLPx2p9x71AaLvfdxTkssWiRSJZdzQ5PmA/TL1OgY0DGQO8d1Fu67kZdJOUScn9BtGybY+MeOMHc7VxnleQfMdrcOIuLspdVDQBVsCimywxzoyLPbOaV2AikInGKhSSV/6bF0NQVMDt0JZNjdS+zqoVSdjxjyCMeXp9Pz84Z49vCgKI8C7jhZSk/fkZ22crn7uFrQjwqxDIsgHpH790yvAbGJvbjnfc3ERTWumrzZBbRzESLBGRO66wMr0BI8mVMJ3xhCWfyd9nXoi33NfbVhbB28Htu8fmMAAXUPN/XEZnI0UVYVQ8aVcE5Bl7v39CPG47e0fvyfDDDlpYy9CnGfNLHW/2pusB97PoceRSbqphq6uDbgZD6JnntEValzbKibmTtvmcHCrHo9xgZFrl/v+fjdd+CcWW5bxSQ4LQAit8q7OuzvwXdFh22EymXgq54+kf1ZiywyLo4s/fX8f7CuDdXCB7eaePo9RFLgw7HA8vuzv9dq7r13WfrRaVKZS5FXX5EDn1mcv2gOgB2c/one58rwWpxRn77a6UeW3ziCrNSKsP7zAc2LPHoj2J//eT6P/1v/g/485/+lMH7l5JYmbki69N52olbc0Ax/fRApjh5xPjl65+N8HFASp6pozc/ddTblhpzzgEwYTggatxAt4Z+dHynOwDg1IkxBCTTT3MO3NoBmfcVuNvlcPwz6OsyFIJJE8zN9qcdvrFzM3AMKBTn6wkF3G1tZSobY1rmsWmWOJZNy/qPH+bF2lhy2+eFVMAfwC6Ccg+3bEvUoUbiBOG7HS5wIUTXO7ixERQyoTqS3HywRrnoFTCldWQAw9ZfEgAmAaQCCHl4n6PI11izi6yOv38oQ8r3D7ouQMFWhoJI/USybOK8GnYSOA14QhcgJwJf+nGSQpjQqNsGPesUGyeXykyQOYooCdK9CDESwIkhirbP0sdlHBIHeNl1g9UaYVrkcvdmkrzX+ihDzbt6Lu2f5tKQZNnvkL3y2fV//r/8b/Ef/cf/IW7HAejE0ZBkpv76F/DXG7Y0KwQsf6qSzp7IDjhCd81h1hXT4/D0tr739Z3kBbDSvcdmuKZSj3cR+ytpbbrjSiJWV9Vigx5WOpGuXtVcl+534D7s73/6dwDY3LBe78i4SOECpWoE0usdeH31oNsE/Okr8MsXKzdj63i9egO+3IDbbWUPm/6+/tXqdPAlE1j0C1b7wyon3MJ6NwuiIGlU3cLJ20/sMXeaEVa9uPfFP1UYeUVO9DmJklaZZhm6MAFhCx8QroDhuhbufZHlDVHnGMcJnANyd0KNsIKTnwOZHa1iKlXIeeI8B+g4MKdgjAEVc69SFe8bJyqhwAzCyOuMAcAPNsINLd3+6LFPkjDkrEPZbSJ3+kHaBTC9EAN5fyWbKiaNOTUKeVRFaXLiuubE1QI/5nd9sDGIOiJ7ESmBhKA6zH13k0u2KY9kEgtPcXKoP/tlLrI2F43PK4cuoUvV1kSme+eL1YSapbISQK351sMskggEJk0SZwb5SYafMDwGobtLs+vYcBnarT78cNUJhbcgfrqcwcIDhKV+hlRpNh/rdKGi6yuBxnl4Qo4hq561OVL3HjELIuseLY1Z6ufBobGsQB6tar08Wn2wdtvP2ry3/dofH41zAwDi1mdx0C1Qx10AnIxaSWX2i3xvlliBls4KzFofU8AwdowNm9w0i+xiOUYWEiLmo+S6LZZBah0mULQL9rrirBpKYMcuXqlKoL4x0ex+8kZwhmy53k8x17EwqGG9dY+JfS71ebInE/HA8Q3cTYeoCMaYaenEHsB8yB1MDc9Ogv9BLI+scesV628DtfUAq5JEFWAvd2+KtVU2FUEiuJJ1M9DYjL1pGvaR6zojny2zB1LBK1g/uqZA/NGl9Rlf7R99fMnEhyptV6zE3NCU+2IuXi+6/JHBMJeg+3H9CiC9dpuDzSU4C1jl+I69a7iAKuxj9VkSp8xPk0kBOOhjbQLwrhR+9sJt/iIVj273PFSwvK+296pKHl/3oVptCms9WMvWOi21+ki7itMlyAnrnqV8AXrvZPsnv7rHhemNDTC4aexwV4wATqagLP7QcRzJ5DMty4vu5tWbZcHC6FCFCXVmiNiJlXhfn+7S0Tx+gKVV5+UGabcFUoAq4cvxYifhLlCZCMqEMe5QMVNiA1gMzXhIuhKuwU/tmNOU/OgW7Bsgu2+KxbSZBna4U5qiaxBr3r5dLi2Qt6ZUmbiV1Ingp6KATFewFuSa3NJKnYgznbAMa7fsbaE6lN0k3OUSUwnszQ7Ylh+5TAKH122AA8RpK23rQTMOlI2XQwp/GJaxItYvrc+jzbse2aDpBoDrtUjBHZRan1zvn+lmkK8PLiieLXuxsGAy9zd3jVNxkFJj9wUIE6T1JgSiw7Po3PxZs3LTyPpUH0/DjEIHCSyQe3aVjQVNNpIsSWzNquezdWOfnbWL4vdOBv+xrpeXm2Xte0+nPNVxgYN44btw+QjyrBL3kQWNuLjP+DhkhjAPMhvDWBdtkEDT5kC+l2ISha4vV+KNKEMBjIydk5YeHARRbZeXy056pTsLO3njn395MUum2MiPCOZMZpF0zRoGlyfq1jJBoLRCHomneY9+CUwWGCTImzxgU7P8iexpIQfA6wDsSh7lc16fiI2UFjbhflrwUU6QSz9HeXk6TYvskrEsijz7oTgZryKL4M9x8M2axzY6X19xV0DncH6F0fuB2+2G9nIzOT0HcF6wsUYfYPUd0XLxShdYlPknHjepFUu5Zs9wW5bqSSYJVhzKXV6uNmkJpH5RRBtBqlixk3RhVPG5ep4+X72PgtSsVqzE5vIZbVPAZG7RURSw2NaohQGbKztYbpT/GBchuoCLLjRdIPBhLwRH5QFNHvsBmwio2xwMF2xRi3cEwIMAI92LOjdMFYxp2RVFNZOUPO281BM/MCqo+wPAs3M5IUZAo2YHRKzb2YwdQCNVeiKQgnkqqbS2ko6XJXLDIokOrnVVq4tMS14vVAJcxy1ONtUtJGkcGi28H2MBNY5fLnRAuLnF71Ffb+gPrxD7GQpM7DB1wpNdtMdDuy2hU6gNlKysPo8SJqkWcaNrXTnu6dw2EkWVIOLWQkwgnKVdtLpGzXKQ6hr0SRufBG7mSoR6ZdLaTbHFUNrbusur5EiA3D+FvCAKS/YStsT7i2DYlZVA1MCzozV3e38KGRxHikDY88267AvymnSFDqhFbHP9g7DpNwfMtu5YP20YF4+q1XRhI5DKJxRzitZ3VBu1Blgub9vn+rZz+dj1LEvWD8Gm4lPkT3lsmXI8q2vpULo8t9XtSf2iax3LvFnu5aOHouqM+sjkUSBOzkyY6BrUveLP61u+zc32Vpcnv//GzUD1x86NVIDA+nmZxfv8/fEbVn3LECZA0cexTMz4hPUvCnkV/8m2b7qkvP/yKothg7VBvTaHwoLFzYIriUu/YS38RJd4mzV87x2cNFWATOKIigVsVcX9VHz/9h3neeJv/vZvcHu5pT//dHmysqbFAAjSg4isP9mtXSyePmHIBE934XJlwrcOQbXIMRBrez5F14Z1SuHKjwjNU2jbiZCBa+Lmp58TU1bQZHuGQcLotyMJE/GMY5bEw8pmP31kN8+mkp0wl0pi+iWVg5DM6beRuQHqU62uNpHLlLpOtDxLyL9TMeamrYAKcuC0lFSCjrVOYx77SWCcgkg4aWIDp/C4CHnWR6UjEt16mY1gJ/NAzU1QZmFUIj/ZY0GUSzXXYn2T7WMWSAggzsHaeJs1gY9ZkKnLcOu7lprVxkwKODPXTKRVXWRKk/QQCeAXMi/liQdX3TKFy7Bx8XG0mtv7GH7y6+MijhEsFleRO6iNL0C/kHSfOU39h7qSkPd/se4BZDicJB4A7POHlgUHtKRr1/Vd3AfPEMY+yWoQXymb6/qPgG1zrApA3BJNdnIq9GbG8It3eF0V6z3nXOWHRVKQJXEiXDfpPidzsx/EVZAtKmaJNCIb2rSNfW+L/MnDJ13yslr7BFlVD9hqdjEFUGNkse5Bv5uTaic5OeZ6fUxY8LdS9w2z+Hv4Lfz2ZI4GQa0+SbZdq8+DcQLnCR2Ric1IinmemGNARNFbQ484dL3EM1M1nTaMbE5rD1j2UfKYTDJs467uGm3dygANWNwmNTc1Eq8vAXo4CSOrLfC+ikDjOa/KuFDMWx+3eCZPuMozMRej/0LAh0UZX8oOwi03LnUdxLqIOQ1kwPar5RSwC3BB6o4lK22+hqWtSLUiBVQpxdYf4dpcdmLjiWo5gsQ0pn9gnF/GTfPDGywrJYG5pFtyEoE6qUdAEmzcCJiE87xDRDKGDoMwL660oXZSQ3tiitA7EjohdHjCilJnFJKFzJosMRKKTsKCEnpdu7qdmSAJBy9znWzUKUzls8jY6vPHEy5Z4GXOvl7tfvTQWcrPEY4anl3qkXbI8uENX22WljGNuWH1z3dc+iXwXbS33rEwYdyqvm2SvDfwhWyE0bMDNEdOZO60QdaaypFFCLk7ZZI3tAgvDwW/fa4InLn317Mt6aqhZxNcXZBiJjom619vik7zScLNYj71FhZdpmOyzBzyCKOhYK3HdF6+ILMKbu+5CqMPToffFjA7WDtd02GZnEW3lQjwb5WHSB6n22e5ngir698r6keNVS8syylmbNt9uv/+14DPp0RHAThPrzcG8a1q0OWeK6v3o+pfqxET+TMkTb7Ll0wuZn2jfrQUND2p4lvE0UevVBQhCEodEpDHh/5FZtSoFfot767K1t+xS4uixPB+P4fwj8f2hvzwWvJJ35wOa2NcTDufFcR7toTqXveHQUFPrgykN6clduHIhMIpZL9//47X798hUzBkYo5pAR3nwNcvL+BGOPqBfvuKgxq6Z02LgNqSp0We1SCAF8UJnPXfnAKVCWpAOw60tvzrV1yyBWJFBOpzPHlfggeL5iRULD+6z8lJIM94s2S5QpuisQerFDETc0H6kUesoLXBJKy4ILrqgGhOkXMB2OJy5W1NM5IjN8cB+YpyWyKgvDtetB06FFAVcTJg7wgrJCpAwpmxBVx0laFTQB5UXLHqHzZP6uWG2UzhK9aayKoK4FnFto1rrCF/OMDvJrBogSZEkzRqUsa+AMEgeayUZkBiW6N1/cYmYLkpJpEXgWwBKMSt4LT8HqST+v5dfRiLri5zJg6KbDM119i5K5r6ZjMsmBZ48ppy6dN4Rd0MZn+tNfbTXFrwxkUvhLvBwxULNF2daFme5GRjdx9jJ25KQOTL+9faLb/XtZCWSP6OmEYZXF6R2WOfqiG1+yPNO/zZ7iTPLAGzs13FEga6CJlKDAisXWchj0TcelkBaY5ii8VKLkhFZn4V2DNVPjGwH+MvmZF4Jetnr7DYZ7qCfcfJQGswVzde5eS7/O+STOGh766fZya6y9gFQXe/Q8+7xYFxK54pgnGeGKd9Jq3h1ltaxIIUGBMqEzLOJI8gdkBiskRgBx4DmjkZGK13OxhxdsCI/YY8NAxV1sUsYq8ZaiM4e7jfRd8E0VfxYX0GSKy4CNP6PPu7aH0e/R9jF5Zz12xbScr5fJQgG9vFAgprrTwZv7Wpt3+LVFjjZmEI3OLmrWnwE16xp5OSECY2sESRfct1YMg54tzHEWzMFILusTPNksh0v7qFd8RTSnchJvAEzvsdKmqxt1o3q5lCHi1LHE08tAiiIJPgKvmNXk/4EQGJaY0phTuVplpPMgJLNCDeXD7I2UaplfB0j+A/1PtS4Ra38T2R86q7RU8lk0Sft22zmol9e85VXctgVXO1KbBGqONcAlbZeGe0uXn5e387vgkMcKlfZA67QMZ8B2AWyOx1tiX9mDmN6pqD4YjqApZkkMfiivmbOCPABgEpzIo8yvAraTCxW5o97/too89Pb9civVIQ7hOpiB1gGRdYyIwVi2mrhzpJq6Hzokm+lpQwSTP0EF0TWdWWfFA4fdptzduGnFSoDY13l9n41qTm2BxVgR5f1oJ1je9DHR7f+jZmXPV4IGofZ7Rjq0QV694H6573Xlde9J7FUgK5N/rjvcGk8su+fn5cv/iXRXymAMBOtec6jFkyCUnSpBVAAF0kiLsGFHx+/YY6xZXtK+NYQQtL+TxODP3fZwg0LyPWhV3FouA6z4F32/swHSlOJKJRH7i0qso1QNeaBEFLerk7hc9ahrkJSqXwOV/pn+5SYE43WyYzoW4OTqOd3379hv/s//ufQdRjHIngODr+9f/7P7GAj43w8vKCf/4v/qU9+6VjC3g3LRskEUGHg26wxyCq7iyehbID9PUAAWitABGKtPYAiNZpZtn0G1FwOfmuo+1zPDOHEQAVNDaLoqlhIhXLhCyTpWc7YTWrpW29P5Of16nuG9M8WGDGfBUAE8ReZ1doBlCnS3MGcUNAwl1W1TcE+aFAOfFc++SJcLNLg8M4na719/vnnDhA6Sa1+nj9rr6JAplFzGP8J2+4iJFvKQ4u65cYRLPU1Ykfz0gSLnfGH1rg6xBjy0UyKwcftgUa/RQ2Ez1pWBi2lSEms7mZnLa9dkBvA/oRo8HigZn7k4GgsFQyNwQK+UBw98YVtF+z3/xnIYlCWjXtmcklDUN93IJm2YxbqU6LAHoPE+R3vtTlcd3MXPBKkbf5e900Az6PCMtdyL+PjoqYV8DSOan/numN0HtsujAFvw9WnL5vz1b57wRjbNDTpMr/RZDq1i3Ve7QJYRXksYgic2SQX7l+eVkjDfXfvf1jQs8BOm727kbYAsmMIBSc5GV1gueCk9IqSwredNIm+l4VW+Bw14VGavnzt8PIB1Lry3yH93GMSZAqb+nN6KMgylSWTIPXd5iblZ4n5jksDg0DOgVzTIz7gIwJ7RPnzQ40mrdH3X1qTo+NJmLJIDL7j1moyqmYUzAJFv9IFHwAxNafTGLBuLXtK+2mq571Ul2WRNGvlSDdcKD3ebi2RVzOGAtLcVbWSPxz3VezzGkE3aYVEyzfE31evsvMfsUir9Yr21UEz1WkpzYKecTm6QZ1XCB40+XlJ7uq5dGUsA61mIaU2LbEmMuhiE16dJni1g+MOTE8ax0IoN4QxzQqAlJFc5JJVD3GknpdUq27WPNeVnj2U+TmfJEPwMO+KiuK1IGOgjMZg3rIBsv3oMgQG3wp6oKzt4PVwDuuj+OxtBaSiz704pm47P/JLKw9K7QiyDugvGJ7997MZdVVySaveumNZdlNXp/otqw3nD8n8oDfs2zZGa3FeMTB5eofjXXvE0RdiYuKJdq6dGvcWg9IjVhr5trn86MxJ7G3EyJVyC9VWapgBJPXLfuaGHs3OheQB5yB03IWlvWvdUAeLoNBppMKckegHwVgGXA5P0eoPOjaLyS2jeQ+Trh61spaA3a5qBR7j1LX+jO/egsrPF6fIo/EA71G+ImImA9EQwwoxmePG8vyt0dG3+64BrkstGgEq71+LaLgKXmPpt/6ep9t3KafuLOfKodU05xZls1zAlNcx5G7HdjLjP+pQODSplo3rLpnX+izyY3LPNecHBtCrn8+uwiPVbneH8LvDaX3qSvb7kENN0DgZWsIZl6AnwALhgcsp1nsSrqW8fZavNTlcv+DIL1IQWLPyBIL3v49cRb5WAXedXMrQF7eEPLXEuva0RAvn7wubHZ+5mWnvzMBCoZ6trFtWpNlFhGSVIAL//1kJ/yfvMgt0ESmpbLXBj5WEGoRxZ///Gf88qdfzD2tdbRmAen+9b/+T0AE/M3f/hm//PILXr5+gcwADh5U2gFobwaaFtC1OETBqzYmRKouYs6Ty95vq7LFRQuIU5+wfFlzO0zAF3CxOT3fnD8EkhteX1/R0fHSvoBvBFHBXV5BjSBTMc7h+7NKzq4168vdrFx8jgUkA8XpiFdTxEChRpzb0OxBaDmIMyTl7wAynXglnQGzBnBLGDvZfNy4iIgTa6V/VDP1fLwjSJPpSQCo9K8yADGTZxkRUDvW6pOFoHAdM/bPQh5EcOFtOKyc1lFkkaVjV1KAe7r+pCm9W8/NKVAMi9XlmcsAlADbS0fTJhvINzfm2mJBYKPo+MXWSRJJ5MkPNI24DOBgZVqDwrAAs7vHmEXDEI+f9USHaowj1GUlAFZMRQlyaTMrQFxAr0qu/iYx/g9wWd/b/JAMQk3g24HWvb4ybVzb4cSBY4ewziEU12efaxKuQl6meKDob69Y7mC04gnNWEBXPaW2kXN3VyR5gkWY1ExwMW8s0qyX4XVyXZ+TJyyL6k6Hm02zsO4IMmecvh6wr+9oe3eCaIqthTFxniduBCNuqK02TAHkbgIpLLM0yAFe7ZnhBufxbrqTRmNabBv12DxBqgtbn2SMnWIZNKYTVHASybuGvf5wKyUZpX3elyXQPiDAy82JqVdk/KkICB7k0bRYMpG4gVzW6Fyny5b23NoiMgAxOT6nubWZimL048U2yChyWxVTJlQI0mHWHsPHVBu0MYTUdMJ0GVnH2rFO9kPF9umq5vh6wzrRV7FWYOMoPpdZFhEfc/z67pzzp5GIoYuZVz2qHE4rI7Y5dLshgU7EaUqdEsSgK44gx7EwW4TDggK9LZmkqpikSIL3J7/WIRN5V7i7NgtUvYGyE2EtYl4hsGG4B1EevtX4fi0DKxPgBgVzCuY5cL/fcdw6+nGgtw4CcM4BVbEkJKqYEpbAumQUsMmqh1DSZPVZxFHc/oTYJXjwbV8bjmOe7bWyHtcyHN8USA2Akui67gtzw+/lZbkem/6hAqoW+gtPLpV00bJbd7xxJZSwV+XhMtWqGcAcZJb6y6g0XKdCNBb3KWXvB3UsMv3+wE/7fqJatMGJHYOHyxX07b1UkI4BPB2bEJAWR/DZGeP7zqVSMKzr4YyVJZGFMGTNbfXpFd7hMnqFnF2cgj244hVZZzKvjLgxd0SnkWgW4SjXax1TZoJqc/JKIEJr71cGea2Sj4Gn32R59NHrMZ5L6bY6WHoBNBIbJNkXD3agnuNTy4oDpNIVD9NCn35avraNw5v13iZGqTut78mFqIoCcyYpZYoOS3nqCrS3ThrjXwFQlci6XikZ/HfGWjtSBGKQUlF+uzzriVtyNxBlP2MIatmt7eXHc2FpFHL9IsPhWWdWtFv/GcB55XPOvlp94koqN7AXYJwmnvUE6ZK6PjfCtPe5B8PV0+cvt309Pc3kQ3hYc6oXsPL+9UBcbXGZfvz8/urLCxUpXNYLQ3Fb30Sq+u3ZHJpwcVk1pQBcf9CrMXuWLkuLzn5yzcxgtdMVJiON+tHNPc2D3/6X/8U/R2uMfnT01vH9dUBUcJ7DM5aRbWZ1YsyBL1++GJAHACcSQ18omYUPe4DXKRGM+zLoCqgSaJnOrPKKWe76dAAargkeS6nxbiXj428niutEi8G44Qb9fqKB8Cc+oA1+CldcwDTM0DUDcBthZWuYXeAkptN9bipMAcbSI8/0RlLiPfk6smwS1T3F2+7rnDIC8wIHVkbbLMpWgEK/z9eG7ZuvawS+iY89w/rOMYRzgvtY5dtVM7Xtw2AWpEveF0WAZf8sGapglXVKPu6uH5dOjDkM9fMttRPFsCpTVUx3W+xY518a+W99s0rNgpgz20ZMXRZpxmCJSlHSPeTvzdPUGvi3gJpwo2m9W4YUGDk0dVnNhGuDqoLE5ua2HgrgozK/KGNyAWP8/qf77EHwTRowGtnJfRIpOb9lpUGP+XLK2oDHZMs4MDF34+9yqRr5EHjEv55jJmBvkVExTvblvp6P4M5O1GxXbNRjt+Cx0DaXue4kbXe9GRuNMQ1xciGqzmHz+Dxt4y5ztZHpQpq4u2NvINxwhMHQ8MxjytZ/6gRN626RVPDDmADN9TczwC8wItRJosOxR+I5BuQE7m5plBvEsNgiyyzXvV2Ril3Vs33dnQCCB+9u1kfxfQS8jun97TsyG+05oK+2zik35mKylQis6hnSFK0zXm4Hjs6Q2VLuy7xDPXvaOAfO8445B3praLcbmiq+n3eMOW1N0hdwZyf5J5hvOM8TLBPH7QUvvWMSMOaE6InOdkCCLzfrg/O0vgwyT9WDnLMFOU/SyANSJ0kkC4eSGil4Rva8yMwLmzfERrYm6aNOGM1Fhg6x7H0vx1prucUuuIpKXW43D+BNK0ZTJWczf7liJbAo7qcUKoNMX6IQa6ELFPgjWB79d/4H/33cvn7F8ADsi2gJC1RNK5Duma5kmi73qHvuxWmYY8p0lzPfI7WlE+q+OXBqa4wG8uQb1u+2ES7Yh8TqEnrSxzPdwcsGnDbMBMRgGQlrcmcZdZp8NmOJ9f60IPLhj2txRs+Bet1GJcFSDj7sntUfzXWdbR9dn6qCJiU5eX1VTE0FMr6mlfux/FkVm2XmvCRwsmS7xw02IjydqQNa89r3dGHJlXtlWvKYq6Xopa8qqcLc3FPJyMfzPD2mG6Mfh8VpK9nKnv2rZRLCLTHwVYwBlRp8bMO1iOMoRqDj+9piiqTqptj7M0FmW3MpOj87gHLvK4GFRHDc7DA5jHimH8Ja+UYSGpG36p949/KvJU7krN9lBH54fS7m0TVKebBi5TILJPuduTB6FFvOH++i85m6b6YysERZF1WFjollpr89tEBKlE0l2JfouvV6mWV/3QV4ufrWE5dGYIHCAC3GzGBFCn/juahU/f3v63IW96HsxKMXMPp0uKisNXpeP738fO+KcqKgKp3T+feDJEUV/pU4qgpG3+tQXX301pUxVfxUMAJxWjRY22DVlMK1j7hYN11IU8rgof7PN1BWpas1hQMQDWsQa6fFrJle/GLoo2sIQHOQSx6Yz4Jme3R/JxdCYOm1jnhn7v5Brttx4P/4v/7f43bc7BSCG1prOG4dTIwpBqT70VPYxunT1LC2IMw5McZpfdlvEHigOlVf+su/2U4n3OqA3DyW3OwUuhMQUwFSKLXFzelS7koEcTnkcZ03tffsqu2g6xwTwY1vCRTgShCqYHhWi07pmSIR/DQsTN3SRdTKajEfU1kX8KEKFaD37tZHF3njCpa4kMOercWsiqbHno0NCJBprVHnpc9TAG4yhPxSG8xyBr6OIhi8pe2lg0tsqABxapmoyOaAenrh8MUHgOU242vc3a/eEl11rB6X0zK9F7dyID/pv/YZQdCI0F46RO6YY/pcM1sgoKRUjtJFMSFAg7mfWKot6//IfAcAMjDGxJTTsquRuV4Y+GqY+stqiTrwh8kr8hrU1hE3I8BoyUHDFAxyawkFnEQESDQJoYixkKA4RHv0ZnVh+Uku9vpEBpc0nwsCJvRHWJeE3lKfN0mSqrttvfMyBTJGUXTMXA9MmZjnsM1EY9CwvhRRUFoeed9rg4zIWFNcTons3iS8FNsBQswzZrOQae6aZimMXG6UOUFYJNGt2xpLMgjrHecJncP3HwQVwTlOy+6jKwh5XlTnQt3luRUJ0cJmQJEVehGi3p6hFgg8D44IGYx5ztUfEZMpySmUf07KtVI39jppmbf37/bzHBj3EzJOkAr6NLg+5kB3SzRyfYJGYGqgiP8jLsjdZTd+qgzIHB6YGOh0YqhZ5jcAPBXyesc8Gfd5QqaC5NUSKrSbd5G5Xci0DYtGnKsIah59mOSfz3eQkUthCUcKkJRDPLV6x7jfx4qfFXMq1kNYA8XckvLPDxsQRLuo1S2ePQ4kaVXlYvfA7kHa1vfyze8bpV1WRsMd8363WG5a1gkR1K1LRVy2ed/0/g96bv8PcIllCAvs4kHWiQi3l5sdusRYAckRhIcKRHF6tkc7K48g21gWSW5JZ/OH0I9j4+riCg+UXbM8u6iAD3PHRJAhJImhzH3ey3OL6Mj0GcRW7/zmW9IqhZacfLgHKOp36bEI7r21xPUdfIlkSLp8fMmgZxYzoS5+075xMUXb64KEYXd/ahyEn3MCBhYQxh3q+wpyjkAAw9oKZBLFVjCe90Hq8ySxTJ9J0WNEniGZ2w+bGIdVYalTsyfnQXkhWNTdjJfW8NFxmWL1E4Qhgk0hSry1v9tifanvZalwB9TEvK/JcM1UAQPoIHDoPv8npJiiOLbSHUtnX7k1oHeIqLgn9uJJ1mNaMFKxSsvO/NjE+Rx5dCl3BX7a7wqwEX6wxLSl3PWHy+97mfuCuJATmzDR7TnAF7t/RTkCXo6TETs+iIWfrMPlneX5+PMjfavuPuH/YvO/os7QvlB/y0J/X3I+CIH9s9Ke+t2FLHi4KR9/5+VXgR/A04VySjeq3186QOOB+FvWaeebF+3kzDY5OZVIWn4BWx/lVrcM0Q+vrJ+XTT7Prul2s05rET8sHrr8/OH4wi1NXCHCCFuZvuECId3kXGDYGi40btQj66Pli2hT3GebH4r4XYQ3leXPfBEIf/7lT07axIZptSMUTgTQ9g9BjTKw9OobhhChAejtcN0YSiZcXeE8YpARe59ZfFrPgsZmraQg0OTcINiNmvg66x3ryd0ORNYaCav+GNK3RoqIn4xjkVFA2ZhnyOh8RhOtWF3XVFqyhmj1CRRosanwE3eFPLhSFdYpqBSQmjomEdSMb15J0BaolQASV+62/jP7WpAlcZtP8gwum0d7IRUUkwCV6cmd2ALIcltEFzsCBUHmHXK+QiFoVe1vCrrqr4t+zM9j/Ro4EZ1gbUA4IlL0+hqrIBTV681k81Dd9YxyN1v6OurkINBGmdL6R4LUceKIyVLy6jTS0CmqbJL1oK+RAj4V093G92EC/ITZ579VzwhWaxOVLClWzynT3QufC0q5Eu6/x1XlB96Ql2GNkq48QEbVfabDV+FIEiKQX26m9XETIIoxplk/FHdR2xw58HeiC8yY57i8ysnn2JQTAe0FF1BYfobwKdInhKF4vaVYV3EH3BUyZQPIrHs8yGlsAkzXeZ9VLKNqFiftWBY+qU/Fl3zpm03n0rJQibhFqhavqUY5zjENfV8+U03CIyUix/p1+SClH9LiqPSVEx86B3Qa2YOCi8cYaKC0jGGXy92tXUe68Fp7LcMmjMweAzrN7U9YMcgsG3oza1kQMM5hurE1i8U+J+Yk8GwYY4AbGzdlo7CwEtk7dm0T+onW+ARWiu+nLKv6uHfCrYhk6Z7Nhdn7dCsTSKv5MYzsm3NZaoZOEbiVXyUPQ/cGVsJaQ2tHu8ZKyjxyfSAx7VVXAOM89NAlR6W48vzE18rAt9ZY4Eed4lYOnGENri2KoTEdxG6dZLogZsccFohb3UWWiUBOrFE9wIRbR3s/i+OAByv5966csy6LsRM3gQHi8I9U0PqBzmYBFfMurZMPuhRf+ujaE0oPYsK6kra/4w+VNV/NwJESgpdm5LO7qA8vAXJR86OOibrgsvdexiExh8mtKjPOEOAus66CysGQGStbn7bA1GQ6HESeOW01RTXeuf51T65ihLW1hX0fuOI0KrbsojUmIPb+usJvAi5Z8+rvT9aoGzMU5JbzM3BYzu1ZZCHZe0LH5nTyfWLPPgt97nNeAZpAVwLGAGXmSwY3QudwX1v1VQTWs7/YCbjdhfDyM/tox6XvXZ+jv6no4SuoiY1pQNY3yCG71TdgtE9s6671X6qdbS9FmM0vU/19YVS1VfoTNhChBMhBqZaZm80w4RjzMpTeZ6+YUKp7pVYnLKLrY2u7NOqNz2rDP1vn9555+PwDhV/rFH9uf9MCYM+K1csfz4B3LjQri/gCJq+FufJ/08+3SDKqE762RdcHxkjLwn/xM+eNPn+WLj9/w0WVKLsU1pzVJ5IFVtTXVNxUpmaSEOGChCBZ46TGBJuEMz/Fd39FA37nixAZF+xSUQh7vDMinOcAwsKkMTo1O+H1TFwE2wMtS0sX0laaf9bQqLs8W/79FUOb65anrxWCekB51QmdtDbOMdd1xZWzdqz36UrT4XWksswWaKqKJjNZKba6Z6yf8jtAmbwm+y0n0T7Nq9l0zYRi3MHwgMqUfRZSPYJDlqogXXs1lLevuyTPlj6oBxVGMOmGKTRnPUPJU4iH8k8T9bCe8neGXvD+M2sYz0YXGxsq/ageZ4TITqSjiiHwCYh015XPp7wRueGo1n/iG2+6Zo6KziLL9rNOkTRBk69qf0QS6hI840mQRorUsbaXldUHPq7pHiYAq8Fwa1+8uJBz9fKvwxQ95hcI4NY91hUhs2N54FL4ARQHwSJxWrj6y2Yack39FLIpyM843Kp4o2IkUWTWKGP67HshrODuviiinzOiqc/9i4Hdptdi0yqeSUvqGrEKscsnZQKLPGQ1AhOUzc2XCJ6FUfcpmPo42uj1Df+G+F6KRUm1AIoyiABy9yE4STQbqMTsYo/bQ9U9Ltzbbre9vBBu0e9BJtSLCEnghdtalKfq7aVShj/TS+yyJLtXz+V90VYoMhB2khPRB+pWW9YWUskztMAakAlRAk3PgOUp1NnHiQAgEjzM6eSR9dkc02OPCVgVk9k2MN7fcwrGtPE9DnMHuc8JGROTB4gZ4+Qk5ThcXHsrJA1W34ZVlbvQGVG0W4RX2V02GKusiP1VM/OlLpA1x3I/oIDORUzCfzIvcinjVWG982E+lDkTY8ZR72IdANf9Enk9c8DWPx+/q6vSz3zF5pd8059dCzXLXJguCNnGQe6HSyzgiUaAl87pcpZWxEmmmUWfxZNcMSehCgkLjxyaFJ5P1hoex9CfqR9XdyxSs+R2G5mlb6NcXeSV/5nVoBlrbe1naz3WttUt+wmJg3YJQduzqliE+oJdj/puw2v7fIqVwHijS55c25Y9f9ck/GxPxL4PQMCNvKcoX/dao7wnyKxL01f768ZoEwMZdt7fo1gZxyiLK4ERvJhijUoJGfz3suiVyrNPKrdXdO+kvN/1KBX5CyAPQmi/O3FXUeFMkfM25IsuolJ9bZV5mPsyLALUxJq7ByPaCWQSltI2vXTXqvGlwu9cn7SdXIXq5ReCZsT766Wiye7VSREfFMOppeN1mZLVxSKAxb4gxsPBM95uts3rmFAF3NQ7fEKm8AqlVifbp/BorJpLMM8S3C+2c88r/IOrDkL+Tu/X8S1JktWoC/mNG6MPfySVNOpTgNaaMOV9n7yu8reQizlmATweFrvfHyBgacRLvS/vq8orLaIIkap3JdMLc2VK4blJkAqun77sR22PcpwYePY4Idl5gKBBIMUz8eaoR1hbqMUeEQe4sWGwNinA5CEeKKvyM+zPfsslEDB170cYUBGP+0RmBTQjzkFzS65U4NZXQbC5w5/3BZehJhB1J0nW/IhhM1gbMXiwslVFzDeaMPe2lvtH0bBkNBnCzAgjWzNHLQEpyxLNsUoxttaiuR4sgjEuc7XRVcC10KqwYz28cdVpb48PAM0/jx1vsQqtcpq8fzlcuAoI2WJuOVyiuhn1HXU2lwC4K0fdbHg/gN11YUebC8AGKKobnrhUkIF5NSgqN5f3+q2uc5JH3Lw4glpGmmMsl0brc11VvabBjlGKQ5WUbwXa1FMnB1BEYV+koIzzR6VE+5fEUAW8QUQ6eUe4qkkCdEYPPIjhTDvsD5JabDGRkWNG3pcZK0Ao52iag8d3tTfytPonE07qMvga/E98fFHmbMRaAdxKh59Y3uaEeFt3eyylSLWdrswyc6MUsk3dpJ/B6fWUVc961/Z4+XpZL6mH1xzKui/GfK9qkgmaTcrYS8weD8kJFX+eghzobRELGaPG13yNDxcWownCAysUxo2C7HDLlDEt7k64nE0vP1y1wO6KNbP+YRlFD8JXkVZXVY5WAgmw9wxd9SLkpkR12oZ3Toi7DqlnwQzrUyMILV7ROE+LW+Raarr7VPSzunuDtompijEF55zovaE1syo5yd3YfR5F8gHymIHcm2cpc6u3QjSs8RZ3u5xurYa97W6Zm+Td1dLrik+TdLzMSarP+HPVjbCmy8pyr0Dmuo50/y51MFI+xUEeTc+klIQuZ11r3MhPor7f5TKrU9im1nGPQHKsYnNaLZTY58waJpuL2jrCBczguce0c1cgIjvwTJc0jxUTlq8KOMZ+lOn2qv3zGg/PvE0Csxa9A9NOpt8JyTYU/Gb9sCzJKlfOUXcJ/YsljqlAE1/76jdlP6RuX5hHAc9WVnAJLvqyVPKZbt37ht79Pqq3EUfR0HhZEGohP8NlVqPupf0InBHRLgtK3BiLcONe/UyXtiXODtLMx2jrh8Radq8ETqsD5R1MYpjH8KSP5zUER4V0D/32VkfS9is9/wNGutrn0eZIAhLyPWGWYgs5Ap8zy0pKs8yNXhMLqYAk2JDrx+AxgdTjVBpLicVNxBh9TDp9zm2NgGSavXwt9F6wuHXS1wlo98dMVYQpX6LOKFM1N7vV3z6+E1EwO7gk2r5/8yobKvefwnXWEOxkDeyuORWUaXbAR3vLAdnFPcqlCtVJUCfsQ72jzm98Xv/GO+XEFRYLzyz60yz4nUKuwaJD+e6r5HH+5bjTGu/fokbf0/HbPbSAaC5Y/3yrb6nTj6pCpX/WcaCfaqU2Km3zd2l59nrpm3987HpSrJk/egpxBkQ8VeOliZrCP1wCVlDdpdS4NIsQhhzx4XO6+Oe+FMCpAwdHmtj4wsGAm+Yeh7kbWdBsRusN3Jqdws6JKcOGtt8KUPAfRGjUwOSn4hcNnmAszZNpiRk/cQAD3C3ILkF9Q3BmAEVubMG5/VRvTpuL4f5lfINiJRF4Q9QQ0q0p6pmkfa6fixDytZcBKX0NlZn/dv9nXwwfjwLMqAbPLIDO2Vmilvdbn92QqKsAvMsbsUb5+qW5ullTyUmXGpz1sUC97uEB26DrhPsDpY4MFb9OaOspqKfMhpmlgwsBCSPLdApWKtpYh2sstlNRrLFjNIhnQBC/T8nrXoJh8mVjRiHa1PZcDLNEIbBtPLPvkT/J5QBtcwJLx170QZ46x2EOrfnGhSCJ2CrZvuZgKZ6P9/tBgO2/zTr5MyDoH/wK3HQhJDdmFygYIf6jsSjWWrQb13eKvX9rHBcnOfQcGGPkJs9nDlQt4CYLMN0FIOcprfkEwEn16HurKwmgcgIYPn6cbVDAY3dwsTRZh2ZZkRrvKfqgEkjMRuhy9E+RQ0HuWBrIVa40T3Pf1mTeyq6yQJcLFHuZgAVdFo/hcz8teHPr/s5hAbKHAHzYd5dYOwqAWltyNF9XBmvDk7RjUh1G8NW4nDJzbYkMjzsTuoIxyKxt5hiYY2CcJ8Z9YE6LXRWWsYTlnpsoSBUqw4OqK+jWcesHhIBXMkvGcOVmjzfC3WIFUiz8INzCfbfsE5LklRhzWlZyQRQRkJboYaEVV85zLXG8ZLtlCch4H5X42LorwcRrVNZXrKcnlnDq9Ya10Qg6qxQ3Xn1JYYXpJJVQyiqOQwyhvfyf9VKXt0U/yzRrNqgm9DfyzPqA2ZJTKEqcJylzHkX+O94IPdS7ZbOdUyCQLU6UwJfyJRkGgRwarAMU+4KWGC0odd+qVNLDvwwLD28LyKyhIvZoLUDcNUjcDdjmwCPyKRoMCfKsh5b+JPLkmfbuSn5lKJvo8LKXLdL26bVuf/uetApP/FT7tyInC4gu0/Ur0ca35WsUhgVzgtgXYVVjJAjMwj4e3ir0VlvWXn+vq8kecd2fgbip9Nul/Ay1UOdTju31gXW4+fj5E5Xmf9dM9GsInNPQhXkCc/nNl0Zfxk/jUDIR8lKHlePAkneBbQkught7Jk3xYPbL2EDnbnH83vVJ8mjv1KxjaeiD0N2lezb+0RSxlBvm+hGpHLAU1qqpTEM5ENEWFPKxgn5NLebfur8y+B12AEScWTqIqcijZxPrjSuFFi1z3vqdbjeioPC9/hsDfG2X7jcrAKXHr671ek9v/Wgh1zH9UVc8U5AVGG/3/aCw2vVXsJ33xEBiBy75fQEP773nhzd4fZ/FfSpfZ/CRa0Vyl4VdGXzwqiVWk9cgx0zM6aYEEM8UoaspUmrJqxwq7HV++2Hy9Oe9mAkqE4PuoP6SfdBaw40PG5I5Afb06GoC9Xy1+BC34wA8bsyYguHB7ggAh1KlldkslUdctCyVWgZfh7mDzJF9LK2DdBjwbAZKGwHTAVcji2cDGR7+wp7rRwO7S8OQALgtwv/sIifcrbCyW7HfECpEdOIQfrTwcHksrgQoZFj+fH6lxcPlnmrVlTFRdDclTyVX5nY90dLyX3MLluKu/AxIEYLwscCzTiemHF33CsHjHdX2BXzb11rEzZKy3vJ2Jnf9203klzVYxGKaIFIHWWHNoFgKKwJ9V126nwoEiRW8YLvdHKwHseknhJdDhYTBPkfMY8P6ihTAVNOXYGQAZM8+VDdS0Tdp8RL/s0Bfbq1MJXmXdzIx0pUAggdAG+KXlnWcABC3OkvD0t/5yrg8VILVg4r1cdH5Ud8Wm9Qi2JmWdQtJsbDxgY2BG8sCBiLQc+C833G+3jORAjOBhTAyWAWScMu1JkislX0v5jbIzGjuNjjF5gAXQlJVMWGEqAXLZTB3gOclWLTvilo38mhI0d3RvpIZLYk070Mix2l9BRuP3yeWm1IeinkZfASihlnHzaWL8/Pyfrfegk4L3H1/hdxPYMKyIjVGBMuO+BPL27AM7hXfAdgytkUQ5/MVuJ+430+PUWbn+CrmdhYklbpbmogC4hliMTDOARkTOifmPDHGMPjU+8ZXxqb1djTcDktPfzsMc/eXL3h5eYFAbaNBBO4H+OjoXzpav1nQ9cAy0/pmkXje1+r9w812G7MBXw4bP1GzsKphkhJ/M9JFsLFnaXPLphjLyAiY4r9gvjnd9W+uubL1+0NHeLDzJ1it4s3MWikeU40s+2l61LkkLxBvu34CmfSZKw/yN4Fq8WyIgeM4cHt5wf08oefpQbTtHptbB/iF0YgxxrJ2VFHPGmv6pbMd0DFzJhpJd2nHTzOTKTzBFs9wdCEbnkF6FcWcwx9bmM3/AlF7DmNcbEsEjscDNHr6SOgAkcAncIuiwDTDg66vxBvLBcktlQF0P/K8Yg4rJF+Wbf9R3TJGpzoRFnL/6vOmwPR4aPa3yfBwLSMsvIF4lKgkqDXL7DzMCnd+LcR/tPwz+wx/ZdRrzojVF5ldXT85H7iJEQABAABJREFUyFjkyBN5/HA9s7JwOZCVXesicTDMEs9IUqRsUquAdw6nq7EV63L9Sl5jWZdJ4IKLSLODaJdHl88B09tWhQvhjjhEoHX/B/v+rwj5r2WSLcC9zbWHDULO7P0j1I/XRiCECMPwad1E5EPvNXSb99eN8lvPBICg7EjavgOerdmHK5qaC7C4M4SpN2gFW332/EfQb1WYFM/Q/t11CCpAq227klTP6nEt80cTLcmmEISzfI4drCULUtqT970hAqn8cp0btRExdlTbWFF7fF8+38DqpU4BjBz80fW+2v6ru8G1Pz9xhRLCw9q6vqIA/yuJ5H8vQ0l1X1kPEq1l3uecevKO31D/3/v65/+F/yL+d/+L/xWO1qGqOO8niMjSFnPDnGeaThOaZZZuALMCUzDHdwxCZggRqJ2U+enTECAsRcIyQlS3KWBTyPrYEhe5Uht3yBwZrwpDoEoWl0cNyDTAAiDrgGgzAOZrd3EoN8tQ5vEuVBT9Jaw66GHdz9OyxinU1NkFMMdmn8TnCxVQ6UT8InfKnCxWlxRuJAU0RLtzTpc6vSVXlvVEzNu/+Ib15YEvDv2zNIqXAQaTuFhwpclkFmezQEGtViyeMYsjYKH3g98X7wPCjQHgTmAnAEKXxQyI2D3HUdqeoIviLiime6BVEnLJSnEXFbMm4AV+ycB5AIYV54FgsyjeEXLZNvmWutX/R4qpfoIcp6QAIunEQs3WEXFiqzqhGEZOOQEkFzkhUyw7tlLGzxg6LTAp0XqXAumKGH1ChgmWBRhhigJlc5Jj9Dtf7ASGrauW7bCMTb6prpmiYNgDKpZtCijp6uFzraSzTxeksJiZgVDTtem8D4/fZmPIZFaUGIqTxeMqCEiHu+PYmokU3RV3LYs1Iw5a+4rGhyU87Ht/m2wo7p6VxIkYOF1hKf+cZMu2el/4HMo1Mqdhp7hvetuDcIhg7NwK/ir9ZI1Y9yVJDXsPt9XHOu3vFxfm53CLJltrZAP8QDhY8WyBf3tfcrDCjegHxGGB4yRVYAy8vt5xf72DZNphh7sWT7ExCTe0cLETEpCe1ufp0rYwwrLEK7ImxoGBfnQcLy82L6KuYsRtZGfl3tBvB9rLC9APZAa1jPd2wQJhPUS0cHDK9oK3AiOmlZlbmpG7KkZ2M6KyBnT1axBIrotyvjQC4GVUXJd9Xy5Fph/PQYxHUo5QGMua5ZVbwda4P/a7yWSAoOIuf+6iZa4osD3AT37VTaWWOc6NYa7O1o3T59t7WPB+vxvWEMsEykzotxcLgD3vGPeJ799ft5jl010kgbJ0ipKPJUvYY+zWfWdirculsEO4yDpoifs8w5vHbOIi69K9qfTJw5bjeScu8QKbnxljElUnw8mrBp2U74LHBaw45u46hInQCGgw/wCdS64yTDTMD+zwMxbexfK82lEpACVKS2m7x8juyGsgructC5q36br/dA8IgmFl+yyOK3f+4NKRD6TIGucg0ipes/plTM3rclerHLusiHEYbkFKOTZ84R1CjkZFnk8Ae7b5c5KB31XVcDRvAGrhSJXlBrmVVTsm2rP6ZMkgLf25vot5CGG3SC/fxzmWUloNfuT6NHlkC83ZMQBEZqa4C+f3Xm7fnedwPWIaJMA4Z2+U0yzER4zjOKxxvuJFBZTsoJdVXxekg3euujIidca3OXAGraPlsBNUP/2IoqPdZGb8j7En3riq8kmK1we6vUEevd99z6XWdaE+1AM7aNg2kVhjuJEb5aVa/l2V8dNKfvC6Kn5g77O6mbxuMp+BgCgv6p6gpVS5tivLi/fFH/r43eWiVubIswxroQAerOP08vpP9tnTy+pMhakgUBoHpHV49FvgSFG3qLD2NIqAziGMH98Uwu5q3fSzXwzC0Ruomcktner7mjDJb9ZXPBC5KqCAzokhd8g8cWPLAoEOiDKmNNApkBb9sQR5unn4KYRz7AA86GsoJ7HNHomnjaXmbgq2cVftLsoUt94gQ+1emg5OCIoOwjQQgY4gdaZM4BVonaHSMlhxWNbbid/NwYOpYvFAo6KKW++AwgmAkAWmYuLUiv3UEIi9wXPZsKs1719c1nRcP5hbFPcTgdpcpagCsRd/TyDawJfqXE+xg3whAAxVcV3HIHdH1MhsBRszW1uvgJp+W27datY6CHsagPmADgc6HCpNliubz0fQTJLueqmopTeGesIiSp0KIne/drcKXnEGvEYOlIo+oF2DNifMjBBC1t8sg36xemLFDVMViJyAniDuNis7wM2Aunh7I4bCdoosavyVo0sDrPYfUl4kmHrsDWjGwd2H1fSzPj01/Ee+JgDphjuIQe1wlygFfvmTWWucnlUq1pfcDZd07wQRc5Oi27I4qpmmxJ+X4WWbxQXNiSaKrw34cmOM6YcEcoL1RAPwpRHQCN9CBsHnuxPr9vqlA2JthxXVl9sN1Ju55E3bgIkHDqaUcwx+uaHsNq3+Lm/Apxd+w5IHhAyS3PrS9apGqmXbBZnP28lL3xnYZ3FQF9ZDvoFLVznF+j53rkHmqcmH21fg9Z7EEbXmMZgCL/p7WwPFhqY1I1iOZtZQMRk8OLC1l5GWydGWaXUREUwZYLV4maS0k3hVbrrMVu+TusFmJjTizOoT/aQePVZE8P3XbziOA/3rF3PBA6D3O759/xVDBRqb6ng+cHM/dlxGPmahWHQ6uVew3TmQGRemrhhS8DHpauPp83KRiHOthSBIu9raqa6aChszEzpWbmQLy30K1vzZMN4zARv3lSsy8sFdnFSM5GtmoQlRrHx7tMaLrGkzMOlPfrVW0pqXfjK36Ni7rYxpe4tsHhrsFdxf7+De0oXNOE9FZEdtbc1lABtZlQlf/ECk33pi2PcQQlhCPxoNhP41i7aw5lPAZSDt2XdroHbfsJulByyYuCefiL1qxujb3hZ6L3B11HE1mpg9ni9sCxrENxGCpLCiTS9scZ832aAuw215Le8EwrLlXXWjGgfNXxJWhYTQ1YIm08Yz8J3PiyHD0s3LxMvtiy9Dc2v2CW/vSnzi4s5lpSa5y/n9PpDLSSuJuI0sxOIELqMcdmFP9ylqFCiVPowlq/F3vT3jbxVMF4PivUsFP5HFDFntCTFozChAtAKLQ3NusGop1ssqBLX98HW0gu0WgomQOPA9OeMHQFscMPn4odvnLY8oKhmbIT+VvrBdce3+fv6ZffHkZmBS+a50TJjGXW43ABp6tOLrawcE25vCpHQsEYKtC0YvG1u0TbYjX8hbu55eCp8opQ+qyXoFz89e+9bnsv5tZm4TdoJes5uUMvR1peTd3q1eXmS/qO+Pcbga/1TWNcfMBeW1Ddn4hy+sHC5fx2fR4QHQSsrQtWJQwIkzuVGHKqFrm7R8h0v/kZs3MgG3kCJeyINQi899cPNevdz0pJ8e+uWz116uqYVVpf02SlwXJpQrCB1W8DQltOZsO9RiXEoVolTe+lF++ue6FIqpAx0dxIzu1g/NN9dciL4UrOz3NEJrh53ITwW3Fzffb7alPgd66572uNsGVhQHc3hHF9m3IMUcgjkmmgoOMrA/IRYjwRANIMM3/oLWzB0r0keEOss09QQQNTDMZHiobdztc2cS6yTxTFZ5muMiQMGeUMmC6lFdWt6OIEdiVVNMtBrrLTc0IWQex4RCxqguWZ3P541LjiWQozydWxPawJaBlGkgkZZst7oyhCILGnmg8lUjbCABed+Ce+q3udtejiu2rBhQs7IJ97LISAMAY9yTSExicXtUgbaARMQmS3cRUXS1074xB2pGcABQYrPOUQXcYmrAgutqeYfdspsuW1vFsyxa0HYkgWRlihpFEydX6uOnarERIJEV0CyYpscxZGpmcRuEIxFOsRNgLgQmCCXWDgDwciP31MXmvkOr7+0h5Gb6Z7gUa3PFTvxMFCsX1yG5AV7reNM/zyx3NAiHAR0D5+urgXGZILek4AguLkZe6BwY8w6CGVKoKvpxAEqQoZmlCx4nKdwNw0qtuYUbEUHoV0wdYGE07eYeC3cEjcM3OoF/858b2dD6RderB54mpItYEAa9mTUclcxsOh3kFtIA6hsULXJnLnc4JUCHPzOs3yMOE7wfTyffwgVzyjrwmWIdNQQy1sm2reUSH014YRECQGKAVkcRnN62PDO0dWxEipOAQ9Cp4dYOJ/tsjCxnhcno4biXbg18Mxx6To9xJOZuPcncrPvtZgnhYBv9sBJpveM4Om5gjPvA93/zK/rrCWKGzIlfX19xumUS2iv6yw1f8Sd8eXkxg7GQ1YFniSwLm3q8qMTKcNnaAEzg/m3NdefzrIxufRby/9X7Up1sSuhXyKdR5kGSqgR8JSdUxeZRBFVfO9c1z+JKFlp3a7IqSELfhIWUiBNiHrS8wS2SfCqQyS+J+oUIeLpb+rku5jgQerQ8THWLwIeLVFH/TDO4vbvvDPdPJD82kolwDQu5EeXJnGYFwZKUh23TVr9FXM/YYxr2ZR/Gi+EBkGOvXiIxm9UkESzRiIvbaNzDqQStn2wkjnkgOUb0n/m+uCqE0bDYtn1YkOxEQTxgszZa9xAaKnoyeUJb1E7dfiePPRah1IgKolkq0whiDV0R4RAI8IyNajER0vI6yK8gbGQacTSm4DhCznljpHAD3j9DPR9A1tQJclp9Uffvi/xafatr8q2mP/Z8IVoWabUKKvJ4K/16j2GKresfntD8K9aKzXf7zIhYx0bFWiu8FHKSXAjR1Q1XeeHEUWkblfl52fZvfUGkHlGlEEWEXGcfvT5NHoUlQwh9O2n0NHN8HbjFpuEpmCNvTH2o/qKbAsqG6eXmnFtlcZc/H7+iNwYlBuP9Kzv8WfaR+KVsNPbvYnGgbHge67m143ktCtiMf/68KFbK2Uu5sbl4l5EsD1y7Ix+7flEE2LvBp5/0GQHJsD+5ZeXH1PJl3P/kRYQFSrK8+uy12mWu1TIiqGPu6qoQowUUs3heZV3byyiA5I261DqVk4RaTm6q4hQt1qCPPwX5lZt2LJK31Cu6KMsCACJMB+jxXOXZiDSFtv6gCT/vZQqD1FLGZ5YUhinLqZin4OXLAfLgmCLlJxTEzfAtMcYEiANYAdyM/DGQb8QBsfn8h82Jpa81cDV1YpwT3Umh3ht6Y+gc0FCmPv/IlbyMYem2VT2uiM0L82dWiDZoPxCm183Hl2mZYlPKnqqVl5uXt8h6TMaSm1l/X2BOAGSA0EuRANYBAgK/XScOPZlLZf760xvJZAXbs9tcdEXvynQzOfYkCKErTOzYZxpoHwB5NrZ4a5xglr+ihlAsQBf0rWLn2ReuocyaQoADyNWU9cbQEXFGaOWusVsIldgCeqqEqTgtUaZ+E+wZixsoCPgcgdU1tjJUTr3q6OQ7ZQ0Nwvp4tdRiPC1z9zkHzO0oXNDreuNFMlKIeCOCNMcKqy2k6c6pKpnCGcDKyFPmXp5W/wxXylCx09ggSybZhjIBJJCb36UY8YBrvMzq7qZzWFr2YYGUISbjCLVstxYUwbybi9N0d5oXX0vhjmuB2rEsmYAk2y2Av2fpkrt7BfXUs1tMsIjj8/pq+q8DOAo2MUHq7SmuLxGrqK71pYiW7iVaGdk2bKKrDG1GCvFAuqktUz8nbKb9Y/dLmprFIDLVjRIs1uvEABDp6uPVgC8LL0Aq+aX7OIo6UXVaX88JHTNl93SckZYBHrR8jAlzcyGgATIErx7fymJ6qP/f+oc6WTBUNSIXvomYUGBOvM6J8xxorYN7g6jg+3liklkh6CQIEY4ImDsFRAOgjnRbC5zl8czss7b6wTO2puWZAjuGDgsi31lV+R4kVoVQVxK1Wpfd46QDqBkwt/kRONfJAMN7XvdGS4iGgGcCcPi8C4+F+N3GP5yLzFLMXdXStdTeG/HEf+brX/4H/z5uLy+wM4qCG8vGNPR2uvggILm6G5THG2xGDi0LEwBQz0Yv5pVY9Jq5tQlEOA+7KN7NVXsHIim96ZVgemZxFP2u29/EvLnbM+96ers33hHN93ssBtQurxJT+GFGzOfNSkiz09YWLogkKv3r74ttxNIO8R6vYY6Vlxl63vGoYcVqGY8Vs5JK+wlJsKpbS4qSGSa4XjEizLJO0pzoRLiphUqYYE/CoABaWvYDtpymt/OxYylrH+14ulX15SvZicA1bA6iawvG2lZeIYVSLGcBuqAlxQ1RiO7lbEKpfBox0bwS5q7oiYtCLnBJEuLrBoXUCQL6ag20t0Wg2lDJo9qXFVsC8LleCNk6z99ww3t2fYo8ClnOYCgb8BBR6BT0ECBZ8b1DczOKCK5VZuuP3oull+pn8fdWykZA1MlI+VlshJ7Ilo9deTKulzrFJIZv7n/DC7Kx5ffreOb83U2U83oq8eyPJPgq2QQU5U+Pz27vKP37rF5b5T95PWtvlnlpJ5Xvts3hs3uAbcJ8qC6KzIpRZUVOqdrOCxBRXUH8Q2EQ8ECqxTNx33VstraEMnBs42lRDdR6cEG4Em5spwWuTML97FqmQqGeTSJNkOfAnFIw7lLOmzqmyMrzWxfR73eR7Xos7kxsZglOhCvGGPhCNxDcBUMsk5a5GAluX25ojTCG4pynxT/ghlYCktZ1JCLoFjjJgNgEVC0mxTnslP+lq8Vd6mwElJDteQJAEGAE1vD93DArDI5RsdMfUoUqo9GLuw0B3eNFtGbZ4laQ7KinJkjJ5RYWK1ggJi5zhTN7G8vQXBRX0dQKJEGx9T/Cr1rrE+tK6xOfo6WMtIBYlSkP1rW6FKcFnSWEdWkGEdQGs6C1+zVdUOJYaK/1s1/3t8d5stU5SBduWFmTChCweAreZEdC4um5iRqIgUmRLvkCZDZAz+7ZU0BGgNfSW+q6eZleB4HmKWwVMOs19vui/AA+5ONqv68Ay+R7dwOXLAQoY8zhfeoyzsna0MEpkgOYgTLoe3ZuikLrS0sXriWLj83H3OAYPgPecLf9XS5CgvXc4BI5eTTrTWvzKlRcgLD0c9HlId9jE52hBLS+2vWP/w8SWRstnsgYE2MaWcoca8HKNHm2NlGNOTMiqQJThrtDCUgnZGBlkeFykh6V5hMgj2dTLX9iH65BQFOxaKntD13v/ZdxksLSMeY+inU31lppTmTEvTKNsBmeVU08zhGAjK0TVknFOjnXk8KsK1SXi9T1qpMw3LM8lTIUHth5AOOEztOJwDXHK8aNmCIiZplBSc4Ixhg4zxPjHFC3zmLX7fbqiLsRuMBi1ZwA6PXEhIJ4gLiDm9mqnTKBfpilWWgZUYuldQ6QVHnqY+ZxslYgjdIPYbEjTpA+w5tJPF0IQdvlej/6uOT8j2fLejjPNWfmXOP+6OPq84+RmfnyIDPmmwdt770cJsJd7hQZ+zKFVaxJs1QLq9N44U7A/JzXv/pv/NehUMgciSGDHNmjCC58EuSPWVY4mee4gntzUVfAtAIKcTxg5cZc4mYmKpGsAchX4XqAc72MeN38xpBjEgXB5GXgZi5zjYntXzbMn3FMgzo9Aj5xNZ5wHRmxa9QOgVSxkVSrLvGY13FbOmWuFFmQfeHTdSOYY0yi2YSNQIpCglRYcexch3PRz1k1I6ybE7EEgMQOMWmae23vDS+YOOfAVIJQ877RZQEaIjDhoqWNTwxyQYNvr5PaGY+ipPYvIVTHe4DAAEqpFmyOlHLffH7d9GigpGu+FGxq1nVmlVXj084plpCilbnkOrXWv/Ju8eyaWzZvV9/ZJAjDg0ZhkTYvBOnnANMnySOp/QRAc3PFNJ2xbN5QbJXXfaxB7ku7UYPYGbfy4sfs8c8G8oE4ql+Vjl3S7vL+j14hMfynL8JFYii0bMjfvao8+9E98Xsqyvh57Ys3Couxu5ITISADf81nz0Q9ygTYXhM3AesI+NFF5flVx+DqGxcvJgBtr099Xi8VoqjHw2rGgyK5dl+8MrKA7J1Vyr+24Xpv/drdCPEMOPkzjd0yzDcB1WXM0/+WHRciTkkASleJJX6Gv5oAvfSFep3fmqLbx1qCc1/n2k+zQ/vx1VvDl9sBxQkFeZiLvkQBkAExv3/7lvjXQigc4JcDDMX3X3/FHQJQB/GLg/S2bWIN168NxZSZY05MaB6HRqCg2wGR77jrhArh1gjcuxFEtDLaTBm4379nINRbO9B9czBFoeM0d0RPwU3igSmbxeih3vbT/KioLyqCKT+5GtDpcrWKff465OCyfIsamhNzilmL5L3rBG2RArotscckC3HtVi72nCBcY4h11VmBIDfGOLOetp8sm7w4EdLVA4ZvjswqZWTENAJqO5UJ+mv9N9TwHBPAAHND7weaAkq2fvNElAjEy2SaYf3O7uoYhlwh48NeSMTjwPpgrAw0bv5P5AaOCrMgDPN1gpARprKLhySTmNxEXnM2WPYyxKlw2WA522XviqDGHoCyNZA2TGI3MChkFZmiWeLEvyPK/ZcPTrZRAYgSxl3qHt7A+Ya9Nd1/xk8SkHabyzk3Z85bTHfTCZ0ULkyxLglwv1nsYCFwjP9gAmtLsgBiGSUDm6i4ZdJcQWjDhH7Oge/fDcgyrVN3ABnoM6wWuXwuYwJNoDSgZI62NIZbyJl7W2NzD1aCBfdXBqHbZG/s7kRwXeZWLGlJRAvfpCV1tNkFcyuxbaxR9jOsbzM7mVs9ROBlqAfAPu2eOQGcLggu+lk9pgnzvimtV2DjmHfqbeIyqWMnEm7xQJJHOgbUXTdjzIjMihVQKKu7O83U+ZFfLedYJjCw02wjfbwbzmEHTe7qDLJD33MKvrg/u4hi6jTLUgAKMYMtX7cGXwTnaWQTt4auArN5dBw1Xq197gaJcK9WhRGHoVSfmN9U8ge6+ii+C8vta7zO6PD6/Cy71PyXgv7xvYGZIvBzJgHSYvWk+aqs4/W67CeIycI1bfBLnz76M12tmfWZzFiDlxtMmfm4a8anjZh95J+13nHz5CQRkiSChxOZ9TeDLMA7lqtctbqJvZWpdcID/5KX1YfZySct+kXjDv9JHkog/YficyrgZuca83ANZRrF3pS4EBR1L+S624FTwq0gacLCiZB6MN8Wn2FfB4m/XM8TsMyRiuy4DlfUfsEke6a1BiZN4oNwCUAO0xMYw1zEEYaVRh6JuyeqsrvECugebtMMvt3Q8GI6gdhF49JBmzX5Q3vjz3rgtILUPyPZ3lL9z3Elre+SSNE1gk6cZvD/AozJYzBGMaw7qSkomWcRHIia+yH5O12WmOow8ogAaLN5YQaVgtZXZwRRu1xEY94Vsj36KusTdSbHCm5JVnBFlPPRWJGftjxKczes0wz7ZykWmTWz+kTQVSB0ebgH2KYGAaTh4GcbXNrfe5kRT9n7YKx8kD5E7yd1+4F7n17m05yK7TOb6av+qTOPntyTMwVLqdX31V3dw7u80Gf3Z8yQ8m97tgrDUqkQrFEkXcr/YZLIfAG2jniPqHhvTLON77wn5nCY4mcgl3WPyoR5GBelSXgyT57VpRyTlGaZsLtoozrIEou/kEsMt1KRh2xFMQ7qZqWS0bAFpK0EnnezWg75twAWNRvsJbdX8OhtWhaFGkRGkAg/OQbarv/mf/Dv43/83/uPzKT6vON+3nHcfrH9RMifTiA6jAAgpNtXaw3U7MT3659+8e1wA3ADN7M6en29I8Y0FA9gSoFE/ETJTKS5d3QQht4NPDlICvB1vBxgbXYQri7vVqAMj/dK6L2DmcwKwAMtH8e/CyBOmagQR3DzYzvRox7K5upktSa9qOJoZfwZNr8cEDFTnUFehHodzfrEAB07ULI4L2kZV96Z2ddchl+tjoJACh3kPWZtLAHpr0uFW7PsUFiEfs3EQa6H1ANfXhgJRwKKc070oyHSETMh48ncPRuequB0K4LeJUG19WacZO3gLtrLUOcUXMETZ3r1CFzPDE8uZZvgcEWztU9Y7hTqZSgaWWwWoQB6DiKogakbkFZ1YMgLWFql7f1EALr3+gAagcTdDBZqBUjBnpK9Hw2jxIiJshor4PEqQqZzW9lTLL5hQi6EZZ3zTtAydWiekDmRGfzExpX0bRD5u10PurVgBhWzfBkeUJkI5u+hyGwHpwfEnmI/M5W1bXgjnbvOCZ0C1Yl0wZyewt03yZYSW0wHDGCcE6pj29B810VgcLM5MsYoB3wKHgPkxiIKWFB4Ncu51ptbyDaLDTcmWAd4dvBxWPBwEUAOC36sCuhyf3OQaX2UAa71kVRQrM+InChyLFLjIkU5AKDel2FxROcqhxmZyi9iXgAuJusA6lL38a4azDzwlbu6TSJobzjacnPKqeFrGQBkuqVqM9IoEtRocR0dr7rWKJC5W8JK8GiWyGaOiTEH5H6375k9yYfNk3MM/N2f/h3H8BbgWAiYU3CKQIdAuljWSFFgTMjrafqxMVRuILBlSWwd+u0VdBzWWalWvDMOMaLv8EDb4v2nZaEGtq1YtpJCGd9oyY7UYdGlEQcprsZId0Uu5Yb8CSST7/D5QuXdUwGaQD18iLpertBbput9k+ywLl2WPrNP+B0u0/N+aFRiyq1LvU2P0Ztig9p6w+04wKBNbjCWKxpgsvs8Lehyc9JTh+CcJ2IbZ0k+onSknhBdBzdmSG6Zc9Mj49LXSRK4RdNyobefjR7QzOOl6smyTU42J/8zo2o59A3yKogaijkoizRae1ly8RR4iHzLVrFN7HH2/e/CShfL7GyZ912IScc9AjtcymAF4e493TIr5MKcwDgxuYNVMDH9gPCEDDMcgSrOu8X/BMyCSxTQKRh4RQcgndwQ2e7qnsWXYIdihtN8ZoyxKI/uVqZPr92ar4bbDLm/9ZXLjeQenuwpK35//sqrJ4emEFYFzhnJPey7qEqEoDBjR3uvTMvOeJeZmVCJHR8x4dabHQS9c0X4IIOSC9dG+9Kij9ca2PmWOKS7Yu63r0+RR+RKPRmqskmIzcrjey8kDymgnI2BM8nP/frUBQQeCg6RH7FF8lMti0X17Qnni3ydKDyxbnrrCsH03hUK6IfXJgE2PuGKU5YS/WDR18sBgwUrzd3P/p7fArgrixCU+G+p39XUOcFD/qco+8t735rwVyIqwIEDzNh0bJOX2QmkAJBZ2P5eDqAR9bt0Xh3Lp/W6gKNMd+omqOnqwuBCSl3diIyFXutRRSDMvkFEERyaBIOJimIdp8vt4bGavK9hL/cnxz8P15gDr/fvOPSA9puRG+cJhvcfzKz/P/83/xZ/8zd/xuv9FffvrzjvrziHpZr9r/x7/wLf7neMc2BOAugVLy839NsLXm43t9ARJ/XM4ug4OmS6mWoQSLAN8+24eWwAsyoZ00/lMpiunTDbsrf0tuJzw5L/DLRubnNfvh5O4LMnM7I5MWWgTST5lFNPAXMBCW1bXH1cxh+B3spnCkvHmoUtgZtLv8YnyOwiqu5lQYUgcjhIK3hyApi8nsxL1x15R5LB+w69dw+IWQJC2zqRXHbcWp7kRAeQb0KnzI2Ye339buSfg7zUgZi2L+oHZjswtJkRzJhrYyuAQsCsaEWI57rFeretXQYlICFfozauDbANOtvJnWVc676n8oZRW4QSESZO56WjbP/HDTwJkcJ1N2XuAE2zbkwo1yDzQGMHQe7uaVYGznaKBSqniE2UYyUg6vsGjmyjBQBoau6EQtZfTBCdxaB89Q+wjGSNDHTXHLGNeP98OpC/92tGEOQqLCMOEJOTQEC6szlY55r5SwEoA/PuVjKCzBDmVnFTJnQMyP20mDcqgBNHlJlxy6ZrCqYIxjkw7ifCfF5Kco/X1ztutwOtd6sPx/ogy87VY5MmUCUrcwyMOcGqaK2DWkfrDV+/WpYy0Q66GdHVIGjc3X2PAHSg+4hGaIDQSaFnmW1ea2SYUycN2rLocRdhC0gX86a6QPk7dlGx3iMT0HMRFNqRBIJexjIuZiOJPCbQdHlkbpZuN9g7Or2Ynr973aZtwiIOUK4SX8NbFiTY/sTih9sgzTFBQ/D6+orz9Y7znGhQqBN3qsC433G+3sHN3A6Zlpsxq2C8nvY+26V7HxlWkGmWIl0Oj61mh1VzmlybAIQaGrtbij+LOMzyDWkSPF0WeRSHlpulu+PysHCsuC0JxShfgcMXubrVdnA751j3Z9toWbZFmfk9VvY9mssyyolZG//y7FPrp5hWZWPmboXK6vGyij78ia/7918NH4dbpgow7e/pfd8OSwoiKmYN65bWxITOjKN39N4hYyJc3YO04HCdcfd9wJKWQGFEk8KJGUZjsyYSuGWG7xUrOVAv9QMyucQCbYU4GnN4fUw/1jEj5kXkYm057HU2V/iD4xdtDQvtjHWUU9Bwty09JxMS9yugy9Iq9Lrng1tzTBd2rXteJQ9CHvq8ECzeUjDELEUjRlfoco9ROMPdVQTz9TuoHZhiBxdjDsxxYo6BxgSZNwCK4zjA3ExlneZSS/2W+xFuzcdaUw2CdMUU9cO1HgrcSRiKoN2weaiqGNQNIVPgCAJoxExIcrAeeOxWRkVFuG4MuWU/JPvLLH2e7POuc5D29yEIT10WTRZsPWSIhx0RhXqCFGeBtrKHz0Mm3soPotrae9lDA3EkCtVRgnj7d0qIGLeBxjMG0w+uT8GrqLREsCfA46W4Ob4vjrmdKldh6Z0Xi4hcR/hAVpeF5+xXfLazKmlm5VkZtE6MH0npmAdcBu1Hl9Z6aLYhldSm8H5wkf9Hs7i3SQet/57Xl7IQf+DirpTMd/33UPb1/RX4+n/oWQXLTR/oxocy3/ye9lfVvrpe73W5mqVOgoFnY136NhKuIoV/aRehEEe1IbVysQku43CdI0CeVlqKdS0LeRVLrmw3s9pUFE4YZEylMp/euaIse5+k4CRfmOplpSvEQ3f+/CCoXqZ2JggdBtTNYud+uoVNv6H3A3/zt3+D//T/85/i17/8Bff7HaqKfjT86c+/4P/5//h/4Txf8bf/5J/il1/+jNuN7VByTMwuOFoHcUfEtGjc0I8DA8OAeFpjThB1tM7mKtcaiMzdbIrgvBvYX1ZgvulzN2EzdlQ7EUac2NzQOmGoxUtSRz5bXGOmVDQbUxRyN+asGgir5vpRj5x+bh0T2DumHhGZOwqc8JjWZlWy+jLMVFlXhpWc18XLgxAgMXRC+JHSWhOreuukxf4AiAzrq62/AO6xxsRPCMPlywtx0aYW58o37wSCyLTe2dSQBaK10CsN91cFCaO7+T27+fEcHmScIpBqmAro1gb73a1sVDJcUAYWTl1LWV+GZ2CDbeZV4IGQ/dkGNFHPWqZp2EjY7YwWaNgQZv7uTgFQwDemDnhEXVYamUFqG+MxhvVhyE0iMDWAGqb3I4VBCRRC5IkAySywAJAQmjYAI3WbYQVbzbYZADJAL8RcDLVBP2z5+g93nWN41rLp+/JiuZCEkdpi9UDXDzLV5XNm81InHC7E0ZwTm2OFlzfV47aN09zW5gk9X3G/n/j+7Ru+f39FjxTt5eXnsA04x4bNP++9oXe3WkvMEPF0BBSxMHWA5wSkYxwHMAXUjNwA+Xw7FBZTxgc8rIaS7CmTUGyDkLo3dDUL0lLIFoj9O1rps+hISdfkXARBVAzPijZHBscGMdrLn5CkUbp+7X3FvUE9ltQMwsiBfcQaakweL+gEO4E1zgG5ewIEGJHIrUHPCfFNmlVdAbG4diKCWz9gckx8gzfNym8MDCjmHG5xSRj3gXNaRjwA6GoHEnPaM385/wIAaNzBvYPcyozEuTpVkCh0mH5q07G7wOIzzQkZw84hmxPD4ebh637DRrYrTbm8Cz9B4peIJXSRQ+tvFyDspm9cCKQon1BIRTbyJyzYkpxy+dSd1JpXgigIcbV9Qsy7rYy9jlRIuOVik05YeB+o/v7XmBH7K7Q+0p0s9ETq28CJMBf1qdNE26lGTsrd94UjCSHL/gnMafvJ42iuY8VDVMWezo0VXPtskJZ8E47QYDY54tBsSUIbswmgOTkZw55arerUHwNn008SFsL+liy7YnfN6U/ls9ipVZwuafG2MP6qieaUibjz2/Xs0L9gpHqoZup4WYhmwWp6deE9I1/CY2jOCRmWlIFcz5qrrcWtmnPi9fWO1prH1VGoToxzgEWhnd0C33EjkPsictxialzKmvF08n6waJDW1pyIZpi8gkARZH/MDJjK3MbvqlrCBaz09uO6fnqFArzsw92yem2Tl84InbkclsJlcL2PyoRZhjqXQa+NqBg9713jGCTVVutLmVnCB0XT58ij8EX1F2SgLY6TTLsv/BlXrfZK2+OLSIIsq9K4PZd+dmoxp4p+1ZrfBmsMU3CsAXgqDrK86DB648brY7ZYagBkAi3LJQpztQ9e4Q5Vx/wD9Yh3ea3W35uuvlSkcVC922Pbte9k1j1X8gRrLqz7P1jv7X2lXEWZCJcyBc/75XrfW6/ZhLoXFEo+N3O49N+bhZX36eqP6PM1VR37lwWsKNLfJUiYvD5pBAUgzr/rb+qBs61OmXhA9/UE1b39sfGCuetIJcII7ofsq6gonioE/3AXwU81wqqMPXj2hCpDnUDrreFPf/4TXl5uRtCQZUG7vRwejoNxHF9wu33B7eWGfrwg/P0DtKy+j4Db6gptKS514q7RyEzTMXXGGOhkqa+9JARxEcqTdAFUe2ecOvisc4U41QJfdlJ3U0KW+Wyia74NFVesPvR74xAgfa/XLeW/lP1gRI6v9RLoe5NFUubpwxSrZMCjpepSuL5RiK/zLCP0SPRnNPgCAJw4igpYl1rQTwLcjcfqLiIYebbDZl6f64ZTRy63bNOVYZmQhrEKmI/qTIutgbUBi7YZ+c8rUCfgZucMENsJIsSzJq61KkWGLLJ4yQAR2k60rP7k/eVucNFLFIDE+6ZhBe2kmJ/VQiOgffRzZLC7ZvtwP35FAqxQy/a7k+zqljVVb8cMYUsnbETd708eWawZJ4XWcbP9FPGgu+7qJOHid1U6/lmjJMk2aOhAGsPdl8WIB5lOKolZBJ3n3Szo5gDmHffXO3799Ru+//oNx8sNYdEa84CZcN5PQC1uGDOjHx1Ha0byiUJolvWqPj6+MbHIOJA58frtG5QB5o4OxdEAPjxLIHv2Oaiv1Wmb9BbruPRbENpxWZqjgoOw+jY2YURrPk63jkvibpZ/wwigMaDngAwro7UbMoiyv842AeqyV83Nwy2PIFoy3REsS6mN1fTg5HT66A3P4qYTAsug2UWhY2J4AO2FbxTi1mRMZNanc+Acd5x3y7IXacBBdlAmxG4hMKGYNm7NraJk4jxPkAeXbm2iTwEf3T2VQoaQx1X0A66pJv8ItumbFv+KANDL4QQb4JPJNn69udUOe3wp/z42AHm5/prebmILVB2YlWJdlzVUnw3isRXSMLM6Uo5hrrHYzxAt97a0ONcFpELgfiA8BUVZgLln++HnHwky2eEGOWbBmvuFZMnzcuzbgcQMPmdci6RKNv1o5eeZEa84uewHJQaL43DiMY4PAUUP0hpa72hGuEj5gQ0qbtUsI7OYeqOenSn/oLfyx9Mh3qYcrf3qw4t8V0ylT71QUXMhDVguBNAslkTReeUQkPMVcWBYqlQwYFpcJ3Zc2mXhF0bvDb/++ivO8wRj6W52Sy0CLOunCIj98Gp6UG0iZEICcTc5AkBu/SUekL2ATtEIAm0EY+CqRcgvPJFINpZrdHwFsU+GLNdm4BIvaMVhosJnPJsYzxc1sVlzkS7cnrfrKoniv4mDqJCNe+ypp+95sxbL6kq8d3J66Hpv9py3OQ+PP3B9zrDbVr5VwgeasAPjvC8InGy8A5NcScgOstvWRuajhN+Vw99C0hRhAIKfFu0FJ48dEyz+lAkIQMdlAwLsm5JLPam2/+lEe7stDwTSB6/YVMSGqFTg+dVyZj6f99m2JRDzcx//xwcuBX1WSdL1l9rBXr5e+iZ3MW+0+VqH7J8iuIsi1HATyMVE2Nmqy8DUE6faBSnBVgXsI3l/eFLo1Tnpt2/Zsdb7tSp2rz9d57lpzN2X1dcdr6L2923jcUU9uvoywPwf5DKgACAyBAFYc8JAt6WJ7fj69Sv0yxeTWWxZa5q7K/WjYQ7rwSB3djNSc50JNxBuzabE5cTOxsRiwAhZeUQr8PnDWVsSUNaatLypDcy5SKlsxWWlaGxqIggllijQBRZsk1JO7+LWjCtSq+RmTZtMrOty9a9hRgf/W9wS5DytG9G3ZlYqwQBGz26KMjl6c1+ygG2SUx0FCkZRoLEwyH3Fm/nzc5yEQWGBsQN8sgcajXGiBARMBKVFjtjelh6WFhSAOOjlmXo1kpYFkCtUjvUB8xoHscC+GlnjXJ5ZNi2FTAMWBBerbqIunvmmurKmTKLyPtf7BtzNFWFF2/S542CQppFZYRFFRODu5Za4DT77gYfRLCSmd5xtBOaFpBLvZwaabdzz9P93vOawWEOkgq4MbQSIgCCFzLM2ZIbW6eMWcmKYNctxvOQkVkR8NMnTYE1XHQ9k6gGyxzkwxh3necccApIBjDu+f/+Ob79+w+vrK8Y00pKZ0VsDt47b7TCrlfMEoB5f7Zclv+Y0T67AWkoea0m8jjZn5hw4hxEU3A8IK6gT+tGh0yxdHmITqZuQRKIJ9c8iNmCs7dbsXwah1kVARcauWFgSmc2G/346kRbkkZOTblkvHqhmnnezIOSVcGBlOJJ0oVB/3sRIuOcQxF2gBsyNdZJZ6ZECXLIWWqfaaf0UO+WXEt3e1pzHT3JCcJwnXs/vGHeLPRLkkcIIK3Z3EHV3yAFApvXJdKsAfbX51trEPARNBMqEqQJmsyJQJuhUiy1XeNlwJ8k5ezO3tjHN+rA1d5Grh5pzJY9IzGsLARsGFDIropwLWHIoxNGDAPUvWltzKqyOttO0cpVNdyqE+DNjYAVAu2CrvSCEvjC3c7noxcdD7Z/1urp/71cAgtAhq193HlmhHHI4+kL9/wL1tGLmvcJJ8ETHphsZBT7DZawudX6oP3J/FBye1a1giyBHCjn2Jqb4a64rVikEXL3KDFn7Z1Ujpz3ov5bpj6fjpKENXccG7vSSyffhrKlD412l1xa68DE6Xg785d8K5nlCGWjN4m22iGcZvVpkucnHARU2mSwulx3fooXWd51deqkSUxUb5vgV0bH2/os0eRNBFjGRD/v6DD0WeyR73xorUkLgrOWhEXM65irBXCH3jVVYHSXPF4UqwGA/B0lTqqx/4fCfXJuAedLQuKdgtPg0xZkmniN9p98u1+cCZod1QxBIdeYna0YejEyLMLAGVEsleWPTWWXzOvl8ttBKx0K3fs2YCElrk8cBQJHbRUmoolq/qGemoMMyhVSrEAq/aMU26TaFsKjP59dDO2j/W9+8+bGcVKjY58r1FfFlmtO+8frsj7cqXR7Q8t1nj1WeNUsvvzwr87Ie9uee3PPspfEj4zhEcTYPTJGsFIpbwQpkysl6upkvfmY/eqnjG0Ma7D2AnZRZksYKktjYl9V1PQ1KQbr+VaKtrl+CT+VY29c6F0IqFZr/vAay/5kvE/seA8RPyB/6ySfD8m9Gfi4KfPn6CwCL2TGnxZxQEvTWcdwOACb7hMyXX+ZEGw3UuivYUAaKCIxLFNlBmn9vCpb50Uw7fhA3B10FPKjVzO6h1QY2/wPiPWuaZeyx56RsvsmjEodrccw0uvpTq3p8lkVS2PxTUJwulzUkaoHoWbSQRxSVcSLK/q7L5boO9/h4Re4WwlvET8Ip5HWAMr+ZCQSPCeSkIVUSrLzXuFmzKgr8Cs/mwqogHgV8mmn2g5WjAzbi5i4hgn1wAaBBlTM4/gELRKloTiaFix0B0y3dfL2Su2Gq60uicGULHahQ110WfNHjHcFilWi2t4AdhDpw4OHCRb0t/BRmmC4eU9C6tVvErZFdX7ZD17CFPKX6vP/NakRaEOVS5ZltUs0aCbDN+DJxj/H6va8MMq1ifT1tbTmTBjBBh8uh3t1F6DRMQ4CKYt5PvL6+4vhquko1gpUOzGFxJ0YQIQAo/DKyr+xei79j8XX0HPj+/Tu+v76a25FMENnpMgNmzarqFkuesdCxA3PzWJMm35badv3pMZDsI1sL53mCqIEgoJPQz8OsoNKNfAB6QxJI4Y/QQufqIp5jLoYLUliWAAgLLsjAysKmyGDk47Q07irWXxngevUXsE7VVYFxP+3w4KAMVL+a7KT8ZS0QIuMZ+YYDGEPdtRAAJlgJQiU9dFRVBXNMHxeb3yFfwk3t/v0V47Rxv5+vGPcTqmrBiCksFte6Cs/OOSemz48pPn9eTVa3NjGmoMuENpM5zYKrAUTQvsgx8sM8OxDQ3J1b8HqxP10HcZHLtijCb/CiT8JaieI7J1gzrhVdNkDPcKf/XXHZRWc9GDpFJ801D+rewTCi1zWerZi6lpXB1X0P4CE8qou/DcvvT2y/d0X8QfU+iRiFZtHmNymVdaKXPZ36tBD00lRxKyIjJNV1K7nlkZUz5zQZRFXXmzaq25Ucgof90iMublt2P81bk9fkde926eOfb8D3H1w7cVSnXa216TOz2Qxcbq7h4RZM1bFhq+TaDtlvom2RKmGGVEgyCmw3FjETaNK3+o5xjMjj3hFzmWD4tG2hFYDeupF+GjHTBlQlcbfIsDeIzS/iw3GafR86PIhnuC6vFvwKOI6lbfu9xqbKm6tcjs/iwEMTfmhunEooGsDbF1iQADSfM4FNPJYZPcFDyWHsA61rCuYeoCmDPMxBlWthFVUP2+zZJd8/tv0uVrC+hkO8Bu7Sy/p57/ocefReob99VX3iqg1bImRtlu1rDbeBmFniLHYqFJdm6b61fAe0+Ks3mcCMbDbe21ePPB9YimUXViJhdlurfmmLqgJzWIyULYifS4dQXs/Gs35Hocx1rf4ljbCcfOGpavH8PsGSGldOoN6/OvfaGeuXt6ZKlZoF3Gztjsjy25hd3vFMeW/veVxVW1rxTVHs5EolX2y6XOqJ8nu2x5HUm+2mVXBtU70/rNquExrxDqTgWYHd9ivvdgI3P9ukVXQB7f1U6xcnBwnm92bXeA5/hKs3Rm8mNa3+AxanpbmSVkCmndDGKWpRRZEAKQIwTg/KGIQBCCDPygZ2SyOa4NYwZOIlgggCqKfbnKLINr0ZCxSSAbbDXbhRt8CbxS3YPrcA3FBg4MXTSS+ChVVNKTXOeX1VTiJaw+q4O8LIODmG0ztIr5sny7QZ4EsBn3fhBrpc6WwuWTwEliLXJMyQp5E95XrbbDfmpJb5CiSgsF/NjUSjP2JIaZO5OsQJFQVRBGANsBBAKzYPhMy6pIskirXQeO/b6KMsjOlDyT1ruSCFkW4+QNYCMBinWFptmhH0HYC2dD2y7ErApO9ugUbgdsAsjCwwtSic8Iq6lrlfuzdIPbW4FgpBb5zBrA1ANRt/MqsXywTpUQnV6jPnACSCeYc1XEM7rO6gaq7tgDksjlSRFigu30RXcFw1ZLlOLH/n6+XLC16+vEDHQPM1CEklikhY4dVGLIrzvKNbY4wUYEK6ts1hcY4KIdrUpFlvAIE9C5JCtUGmyw9/q61CTVl2Ow6MOdHYAir32w0vLzd8+/YdCuB23NCPjpcvL/jl6xe8vNxweDBTgsfc8VhtjQlHO0DwmDrnNGsnJvDhJ8nqMJXE3J8YQManKGBEaB3QRMWTOGpA69bgtHxJ5QhzAYXjMDFrlzEskPLwzGqqbr3UEelI533YBockLfeILH4XMwO3bgeIogCLkZTRFzTNRditjI1Y8g2zz9eWGwDTGaKRXGGavFXBmApxd0diyx7VegdB8foquN9fcb6+AmLkfyPGfQru9zsaN7TOaM0WrWDipR1AY5ynWYDNMVzPDYwxId/vAAPcJpoIDij6F8LtdoC4G4E2BuhkzPnihx0hh0zihvva6+srbrcDL7ebfVuxluNdC2YNI/euG3YOazPyMTEMbiQhkPHBVHPMHjBikgNPhGzBeVAscgiABWH3eVMPEhJr+05rI8MqMPL/JIZahykVMz3Az5/wUlygIEKNm3wK/EhLJSVOINexKk4ElbTj5oIGEFs8pIqHk0QiehqrVq+bTHXr7RwD3nRVdDJl5UOnFvnrP9PKu+xP9DK+Wn7+puEr2576Ye41QMhg8f4iU3dhEWn9tfVM3KoXkoSA1oJsRyiX8pzPScg6DBALRC1387yJ3BddJ9r4jm/fv+G8v6IfjJfbS8ZCDQvXr3/+E/70J7NM/f564tu37zjPE7fbgdvNkhzMeXg7LK5R43oAWvZRohBeiWQiS6TJrZIx2MfIYJJeO/dhDAttUH5fICc+DirlrXF8JBoV4nEY00WPOO0MMnYlAdwJ9BqBu/0zXdaNgaPFJwCXd6RVVOkuG+99Tutq/N70WFt+hgUg82BoYunnzb5en8xHUqwYHr9xuVk7la5j+emLiJbV8jv0mrnCBzNL+8SwgtbPtYvYf3cFmKeb0wCOSym7j/YJmqRRXFU5Xdu+04YurNpzSZSSShd5IZfvk2RaZaaQzO/LaQoUoGO/P8tCsTCxdm7WKgrbQIVV3cNQxLtKvYFy+hf3KNLs/Fk9gCeC7kn//NXXb1QB2a/DHm/hKjItHH6AmsS7pQ8z8PRlgfZyehp9GMFo1YVMbDJ8TJbJJPJUYh3uK45+JHlkg2drqbU1HhHHAL45SaWa2R4inllDBKUPYW8nRGOFL/jJr//Jf/e/jf/av/r37A8iMB9gYjAf6O0A8wHyrFtDpp+sEyITB4QMwxYQGPKOm5FGvZm1Q3j5E620sfVkx8BxBL/GIrvZAkpb2BKFuI2rKtC7bYhb7yAPZBunchrB1okNe3sbM4aJa5slEvy0xV0RwsWAe7PsYmNA58DXI0zFrdtEB3Se2afqckm1gTLFNgBoxvSxsCVGvKxwEZpzbFmSWEavVmTBDoeK8AslnWDv+syP1rVbzImz5UHUiAA484SLOSyxzO9dpwGt6s1qnKOfQLGAu6BaI1Aia596Pm/4ohiv4M/qA0QiB7oQ0/HrkfKVoAjTfydFmV2UxjwylzVztfRTprYy+VEEik2FYP0uhSSz00SP2yICOl6gFgAHEfRfVdA7YYzngtsCnxv9ZeV7PINztUzTskHRQBgRkFkXBsn/xaZMxaeVj+lPQGx//fIFfBw25vwIboG1PuI7VeA8TyMsWgc8lpaOO8acZu2oK64OuZXVRGTrrK5O1gcM9SDl6n+bm+DRGF++frV9dHN3RxW8fn81Qvuw4KOteUDbKfj27TtewwrpYMvi1RpePPOVTIEMs56Zw9ZY447GDcdxQ79Z3CQLqiqZZQ4Y3g+MjKQemIawsETgEhXzBUvAW7GX3+sxoDCdNBr3Ikp0bRZ9XaqGVUxgWYt3NyO1dsVSQK4De1Wktp4uAyjvsSxVBMnA3p4taFpsJRknxjTZc7Tu4yRg8YxmXvbr3VzU/vJv/63hALJshCLi2Q0BnYJz+mZTFHITHAcvyahmUfb6+mrjPCxDEh2ANrN6wJzgk3F7uaG9HODecLwYKdS6EbMRaiKIEcMRXGKn0aV//d9TUid+6j6+22f+eyVwCp7ZNksy17umADSBgx2vkc2L4f/ISYybHygMMYKrzqmYo3qtY7WGtO8oAwK7a+kwF8OVEZTxE/Da714qltMLsrw60o0o/vbfiJBxidbY2xrRKRhD0go0rK8Xn2h9x61BnPTXxk4GI91DgTfmzaUuAJ5miwpMFNbmxEephOubC5z44bU8jD50rb1xbnQemhRrKkgwkjLffX8WhIj6/RvECMKMCDTF8WBPrGj81K5HK7dbl1BkNgtPDIBw3Cw23i9OEp3nwBRF7wQB4z4mXo4OJrVMbp5AARJZ+hrA4nvJZtm/e0eNfxjWuoyG1gjDsaHMaWQ3bB798vLn1A10MWZYmPvxc5DbaBdLnrp+9TIuD5xG+Xwd8sUI2LM534lMHfOeCEN/ObJ+6rg1CNPp1mfvGutcLi7y+KNXqF+rp2/rVfFR1PRh8uj/+n//v+Hr1y+P7mY+4FWwSBXupTHksSHeclmrF7fl5ygpQC7lOT9nru4rHWIqrCupQ4wt0iho/a0KHXby0IhBLwe49zUB0/eyVqNIm1QqWCOBbQZufZYCsRfyyJX9mjOKtPl8NqLRJxlMULMtST4UJUp84GG3HwqwkH+5uavKPi2grtLOKpeWMGWFUJwMAVm+XSVVrjVgjZ3//dDG/YG3r+stKYUvn+dixw5O4svsFyp6q5azFORjta7l+qJOd53L/I/1EHMmTqAJa/MZPyhijazYNXHSQ34yR0lOhUnl2+stfF3t9928MpqscYoLZMYor8yH0zr+3pe6dQtH0D3eT8+I94CMdtphlgLcOEmzIaeThHb6ys3S0X55ebGh88CPdYhb43Q3WrFfyYOdCm7HgdjshhKbfkrH3cdZuIyTrXdblm42rP5NWJzk25eMSjIx6iaWGXPO6a7El9PWADH+QBi1AoC09Q6dFqMDshStwgFaViEsofy0qmzs6/x8Pld34bcIWcre+M1XHA54uTKRJ2KcwXp1Tyft1g4yBXPaeDEzer9hTFnxftx1YQYQ5gXsrpUm32Bt0o7LvVU2WSHlxuiHmHt26KFCAJmJtUx3FUCAmDVJZVq7I3bTSqFlNUOSQEZUNIQ1zMQc39INBrLM1MmDVkcK8MYWH4yD3eSlgwPYm7veBFNbri6w2CvmUsVQHZBJONVdgBLATaj66bZ6SmcsIuD3usJq0EzF/XBKxHPWwcbu6EvHjoHq7J9jpYohFqNG3JqGfZ2zTEwAzILT4yuZ2pGMm3N1X1bY5uDWjRB4ebGT5Dknvn2zU2Zmt8ps5ro/z4HvIuDXe87f4+buusfhJJngfD3x+u1uxIjri+N4ARrjhgONGAc3dN+QQDwTnN7RWwd1P0iJYNhWWyTBVjdt8VnFWyGAAwfNAZx3c1cLi3DW5cphD0HlTJIm5DEUOOW7fc6Mm06zPAJyLA3ykQesXq548fnCAI+n/xDFGCfO+x3jfMU8BfPw7I/sJLOavBznwHn/jnMOC2TuG3aZJ+YZrmdmdaZzYJ4DYwx8/foL9Ku5BM4xMcbA6+sdf/n1G759+wYS4EVe8ELALTqXCfPo4KPjy9cXswZh3qxMwrqNyWON5VrU9bvCyLWIdRL4uAyXwfhUSsgvie1P9jIFhThyvNYLoVjdzoBl2dR4HfLV61qPcxQMrvt9cfA3ViKFYEEIZJv8ol5FLO7UCKI9kyzEY3+V1voHu46XG/7D/+n/0Db6ocfChT4yaAEZLzBkGqAp21tjMx6Byemq6xuzy62Y15aFtjVziQKw6za/NP9bkA0hs60ZDHeCt2QH1utYRj2IoEFkaYxHEArxD36gZHOv1aL+yuF7OPjyBlVsUL9OckNCfvveOOUgVuwpL8MOg9v6KJkS16Pu4SG+B1ZRYMRzMQwe7sDXf/NsityMkGIxi0UC0tJ3+OHGcXR0tth2zd2g7+MOUEdrHY3ZZCbiENSxI8GCbHeTRY3J3KenuNX90vPIXVBs9XymWIydHK/cv239bRhEAcgQhCdGIFj1ebFZgYP2vnxyqTp/UUbbXDLXOmCKrIBP6lXusfHBqhdZ22YJlg7ALOnz/d4nrntWSBN3SgudBGwE0mevD5NHX79+ffyQAr7nn/lT3+ncz17XBtcBDuD5UJn3CqMnNxJZuuwIatu6uxjQAgEEy45Sywpkn3zB9IGswuGJNKiKa9sc1M0RzE3k2dzawBKQLlPxM4VcLdwFT/Rj3ZD4pkNrgMmaMUcc7hqtivSBvhJHZTHo3qjL+zRWGZKlAO2KYwMCHyAp3hr7AhAf+lLdCiHnFmDxjmYCVWIsQifJIl11muKHvb4KA0iEFZF4W+ocjiZXEBR9VImsGGda38V6qMJoBWLzOA3Ds69oWKg0XJfkEpK7gn04IdFdUAeA0DAh/0NcZrkgYLBq9l3uPRIwLMITWKS4ucE0NCioz+wPwE+FVcDEGIISMBm+kX7ZLU3IaBhuDTeOdPVurk1BCsHSwSoZkJue4hoLQlGxLol0uYveWasvYxkDSTwCMc0CiGywLOsRz5XKG3jwdhARBDPj9MQt9v0EWDJ1tfWzAUtqj6nBr9Y40Y7tL18zsRwio9Fff9niU3pWHO3xcwIsE6O3DqjHVIhiLrgwrT0iwLmmxz2CVJcSxyzv9zKfiv+oZA0Eu1mmKmowxyir+YbKnjBSmBsbYUEluG2Rc1PN5Bzq7pU+hwhkp4qBQHy/P2VZJ4kCShYjLBebb+RMpfrsDyMDodUHMT+nOEDcgbWqYpx3b6ukDIx5/fczL/4eL4IRiDFXjg5nfaxBsvr4uJnrl61/TXda9UDOJGaZSIAFMYY9N+YsmWlszXUmKDfMNp0TcbIXyAOx3vsK7O966jzvZkkghEkjNzxMRqgTM6YOTBlOgHRzXTrvOL/fLXW8r4fzGPiFALndAAhs15HK0ZsvEIosQaHzxPsISME447uIY8nXBYe1GBY57MjbnhMF2rGsfT12VsUy6iaGQSipWuymruqkIJAxE6mc/vIu1xK8a4N44GeCk8wwPapzQmYzt2QRtG4bL4JZCqgIhgfIljHNOqkpxmnE0f1+BwCLWUWwoNVOEvXecXRf8e5iMueEDvv3OqcFxGaGenDsozNujcFHA/eG4X0wZGIMAY6VOIDYyBlic1UU7Ub+JnyweGV7skwHvo550irHrREpiKbAilOKf0VgXSxMFf/CojSIfyLDmDUkQEyLqEeUM8K6SEsd63071t++r5tFx0VzmouNyVjHFj7eHzlA/10utTnSjm5Bmh0/2lAowsWcjo6I2xTywrLQdj+UMhkTmRQVih44ysd7imUa/PLyYjJpzoyxVPFIYBQoPYp0wiJ/LnhF4w8iJ1rX5+nSjYWP4smNGLjszcj7QSVcbxHhe4A8UAsrEC2k6GO9L7841NfyTi+DxPWtTdqZezhFepk3e++GY7Mdy10kEKSRGfa7ZJvc/TSfESyLZ/NaaN1wG7GTRw1ozay0+3FkeWuJOLmqYS3bXfd7e8hd0cYJbua+jiAYFSASgCy+54EOcczbuOHBkMGvatETNYntV/yhXn72SOy3ERg5rL+eoq/c/0hdyy4iels4L8IZLCso8oy8DFNsbxNIoW/fO/wvjc6DDMCwAHtiFVtbZpVNjT08xWUv+huuD5NHlnJxrc79dNsrj/h8D2C9rk+COX+HmXRtEMC/XizxikWxAGleNThrKgG6lAZQK7/zumfnHlZE+oemPR0LevprFhxz6mEg1RTcDC1ZWs/lHmAp02vZqVjD52l/LN9Zf4brWrU8UriELVYnTjI9JY6q0o86Z/10f08sdITQvrb37/G6Kn+vzt73tAQIIaw1L1c5HYuArQ/tl/VZFOYKcL37MiC1v69XlB1LsN5GZuVAfgRjcWjK+3PaF2uR0talq3RbFblF1/VJyMB1/yfX9O90qUxgngCb+wXGBI5lKptB+jgCFttOeH1v4LN5QMAw644hHEPQO6AR0BihPMzyRBWZgpbcF7o1dguEorhgw5Zp3YGMBZCgxolDmZJ1y02/37Ipziy9dggSOMWbyIGWgUGqqMovStm/fvcsEaTQMnFt874Uo+37rEwCoDLKe0NWyYON0VKuUYUiU6i4YuT9n52Pvkksyt02vG7iHjvDDbUu3RAJn9gGCmjzTW+pH9YssCI8XoH6GnxgfYsVRvYd8r4UaeL1B/LUO9PFl9aTRvxvSfQU69te54coXmYEiOxMaL05qKUEsiTA6zgRINsyxTlJzw0pQGS6OKRst2JlKkSA5NzwWcDNCBRtVk5mWasZiNhnFV0Iv9/pMpfjiL/kv7vbYB6cxIGNTr+lebYmdau1pWctxhllLLJwv1SoB5kl8wxIXMQQX1s2n4cbWCx79elEA4tYTJxpm/cI2L8BYHUrO+0wYwELknyfgjvu7qZiGeaWBbqNzJwDQWilO0pggWohG98lRoBbqtEiAbzuiLgeEaA4LAV4LrKBgIxtQ7SsS1iWPiZbyL13I/yVoWqWL6yHbWxR56OPpbuzgoqucJeDtWnI2WDjCrfUYUC7ootC5YDKNHdCpnSDBtRjhyk6MYTY3GM9pqF1CWVMTyZ2901NPWIhRKzeEYC7NcZxOyxr2/0OJWCqkUNNBYdjCoHiFE8R3qwPtXJ1hDwoNthT9FkVS3XsxAXFFROWP/e/Y57E50tWpyvZVKSLYsZBiveGDCWsmDKa9V968wnwqrK3Zgil/M8qO0hCEkAZ5GuXGqG34u4PSbesn+2KnhERS/CQeyz73pZSYI69x5hs3ioEk2bq/M2VWAsmKLp9TpN1KpI6K2xKdAexWz2hKPH9Yr8IT9i08HUeKPgzlQt8IKSA3Dq9dZFj5Xxf7hXjcOVqsQJEQPBI357387JIj2Zq+T2wFlyPbrIye4ctjlQQdBfMskRr7RevvS6rVC14dL3USGVL0tJh4RGcPNLg4C10g8U4nH6mHJjVD5HmxB6mxV3NAYstHO6jSTg578D2t7lO6yKPpluwOf5co/H82gkkZD12cVMSdjx93vs78fUax3JnUW3L6hdwVcVkCSy29VCHyy2xcJ2DedT2UDdxS6vACHW9Uqw1x7YS9c0FgBx7faf/rteHySMtVPCbG0YfnbdMuiog/cjlazCV8UO5samL38uTD3XcBLxPOKzYGfpk0kSAsquSW0srUFCp8EMWhbIQdxxRbtFyWyxo/yHhlqRF0V3atrk9FUELEyob05A/i8LeQFtMQt0/hzjFrlsxD0q+COgHd6z6Xb0XS8heb33srE9cD489AQlVA+RnayO9b9BiUC6dWcFI9lvcC6xw/rVOF7BUyZ6tb8q9dY4EcVOi78ZhnU7gvXV27dpn2RuW329sbEIgVuXzB7p0AjoMnLu5fW4iiACyAMJEHcx2MrNAp19k66k12CltLhPPLOFKLICV+AnUTLcRP+0iANzAjdDgn/uGJIkqd0EE4OVVAtgGLGLkQ2DBhejI+ZPyrIqfRDpLi1qphcBBUSyp1VA+D7nnp46+iYIuoiLkfMI+omWq7mWJSp4YUsQ4UawMXpWlVIXwqm8dELPOuIAd7Ir4BxMDNt/j1CbVLLZVkYLpWiY78eKuCRxWbZp3chLtPtVcGPiIP1XYjWQpesTpb6x5fz8XxOltSfP27Gop1fX4XfX9hAJ8Jb8ze3griJlgqbIVqnMNjWiSnMg67r2TctQ/tdhsfke485GbxsOJKYTLumy6V9UDcM8AqN7PBAs4HGW5leXP4FIb8SKifSszmNqcD8BcCYnjMFefOTEDD0R5Hk9lAtAxzMLLMwvCXQT8VwPUqpgek0s88Ko0RiMH+y7P7/cTIHNrmnOCmPHSLfj5mANzztQBScjALNmYzOLkHANymqtauIuoemWwdLupYC2xjsjakNM4PvcHYj6yP+chDXJedVo6dE63UjnN5b+6SiXxpOsdMTU9O2E/OoJQhccRZI8FNjxj3cBEi5UrChknmscpEjE34DGNkJtjuU5yu5kRjBN8IDsEIJ8ntvE2l5qMLWiTaMlo74JxH76WbN0ZiWvZ3cJCDUDGqrKg3JJr9mgd9MVjIN6639vBvdnpdDdGfIhAzzuOlwPHcQMfzUgk1xFKlShDjkkcMGTQWYKNn+uKFBSJd65r5oK5cL3XBy5c1SpxFHnZnagrwnC9O4so30XGiFWRi/5/8vdlT+EFgVpDU7fmYB8HomVx84lN2j/mZdDErEGUIn5VfGM/MiPUBj9Nc885/YDBbq8/xTFXLEHA14IHg5Ziyb56WQpuvujyQuAExrCPdfsXr8u5yJwwivAw/YwgCFeuAuWf3Limy8ZMxNT1v7MP/JcgtihkGjI8BYvHLfO5E4H2GQQlxoQR8FvBqb9X0HFiNj1aZEbo/LW1c1zi7UyZLSv+ju0NXP6wBe4HLQskVkKD6RJq5oolOhZZ4vorwkZo8zh9cWoJmJwFYJk6fQ0Su0WmekZbP6R07JldnUuS9j5/3HDtfz/AwpizBMo9Ll2e1jVnUMeatuW/hWQoh23WnzZjLS5erZfVPUUMoZDl8R48/d3UcewfAtMh1xKAtZfJdWS/B6kqKGvmWTKsJ9fHyaPouAtxUf8OYPGmP6DiYf29fe2g6eFbor0/1g7nUkYUo3jYJbvk0PKTymY5wUWWgaXQVKHM+/RyhjRPNzZFVMsodajKLKRxWKqorLKe4uBSaG3j40u83j4jjRLdFXPeKvlI/pKA8Xrv9e/twdj5PFmo12fiPYt53tr43vNvXSlDrgoHOzBhYO2qy4TKeAuX9+eG5lGRrAkuizh7w7Ty4dp8s3+wSMpcrKaXyCr4uD4pZimRItQrURjlk4IQcb7U3BwUT05Tf/7rb//0Bbejg8lOTlq3bFM6zPXDbCobiA6QfgGxpwxlTp9/O3G29cnlmCjisY0xfFqoe1GYVdHUFSxHFWa+v3lqEpIIZIDR0Tsgcq5AxalQrRDxDQMze6IiNTPc9gJMy6IT2WoW8LNyQrGQ+jPWcrs3qoQrVnK5lMp7gRX7lnL+R9mgdYaVVP7aHSItVCsAJ0tzTylzrG0QhR5usVLlvVpMhqJeHwf/6fpb9VgWLmsdpciikHlFiGXQqvo6zs4iWCysEBNEhN7ZsyqFjPE7C8tjPurINRum0FO1eGBQgpclu2NsYaSKulsT2abRunWuer7RF2ueFPkXximCqIBvaM2F5Bx3gMTD0lDKnimSMQ7SD9BPRC1Iv9VfnZBgZnQ6sBm8+1yLNRUZT82NIoKewoko64tlQfiIU36/a4Hk7OMU84KV5cB1dLPgoThHZt+yZ60QbhFzChlEVOa0LH/czN2NyElhBXTiJLuPT4sf0VuH3jwemQPzMTzez/Rg8UT4+vULznMCp61goYir09Fay9NmC21ouGKOIJqQgfrhMRgihbPKxJwneDBoGJmmQ0A95rITAdFpoVsFy30tym68rNkAkxfnAPAKyLECKquXi4JvZADUFpnH5NbnPkY+T4MQOu8n5hwgNnfV1mw+n/c7brebPTIHxjlxP0+8fn/FOdZGqvcvOI4BYkLrlG5uOsVOop3cmSrmqkZzvf+0OEev9zvu9xPn66st00Ypoyxxgp1qjzEsTbrHjBpj5ObQ3G2bZdC73cD6xWQfMRo1HL2jHd3cEmGuVwdulomvdXdz9W5SIwwGpqUXf3nZDiKSbBR3XYs1kGEWYp243KnEUcqkspbK7SCsGERBBkqZB3XnX4UrsB8MxcfheibXupV6VMtNevzafic7HOqKrrZ2M96d4/2fFkOREcLFzyQx4y5SXbN72xSGI+/3++pyUctcyARitz5RRd01ceN0/Yn4nOESn0OwTQGTkwQs15uYK2+I/CBHEq/0nrhrG4sL0RJ/mNfYPl7xusmrjnXrEvy6Xp6pf8XfATMIAE4nGdUSl8iw1Pa9s38ezy4Mb8uGikVYWB4trLAg/rIuWvoorI7sXlGJPB3YDrrYSSNuHg/Y8Q4xjlsHwWITraVHXmfTQyKKjF+WWCsILXErWSeW3H2XBBAix9NGVsf4VwYpCJ99jq4ReIYHcmy2fRft449lxaMpv/bBXNUIS92K+R3veHnq/atPZMCynvr4FX1nB3DxfuS+jhwLRUiMaA+57LbxrkTrW15jj9eHyaOHRVwq/8ZXOWC/TVDq9uPNetGz0Yz/+Gdpol3uIwuYFotnXXavxgnG9jIYGIn7q9Ah7Ga52wR8WvOlQDfhtaxebMBL+fF7Fq3lWSyBGJ8HkVHqovHZ5qpRril7eYABtgg0GSDs6hLwFKyH0o42lPJq7sL83cUU+yLKRwgfImGu5Fa87ykI8O8FRg5Epr4Yw2sWvIj/FIJA1UzjH94h5jtfPyPaf8aXsdKJ8MPYQdn39bMPzC8UKzwvQz1OSQiNp+WojUWeQKSYj2KW0vrZr//5f/zfwn/pn/0dbrevOPoLVBivJ3AcB5i/AODcMPUbQ89f0I+GdjugDPMZHvdcX3nyhgbO0xukwlbD4W75QO7+FkDLCblQqpsSis2LmQSr3G2DHd/bTSAKSxbxcFuWpY3otM2fqJ0IEed8tk39sGwZrrjUT3xa7+CjGawYnv0KBNXw3QaIqwXLqvSKqWVqJ9V10ccK3YP05bN2AwXZWv30nTSKcvp92Bp56Wuzh2mf0WeShhKCRFG8JlhaABMJiAnuV5/NrXEELmsxO4rAaFCWDJqqZd0u9yMfS24g39CNOY1s1BVkVJUyxg35iSLcXZFTBxQAqGWNwgD7SntswagDQAbAE5l2ohhtDJHEsODMILfyAThPjhVHaxBhdLg1AgRCHSJ38GFZu8xEf4HakBsrjI315xQBkYCd9AqdR05IRHDgtGZj8zqygKmyghj7rl+mQEpmwN/rEtG0KtXY5IYOlWHp44HlVnW0JEBmxtqBbT4JOAggapgU7myCKdMMD8mC93NOWTVPuCAPyeYDt4aXL19yCjMTzvvItcywTd3ROnQqpLGtBTQPDH+UZTA9do+5uagIvn1/hY6B5u4NfHQQE8a8Y94Hzn53PpygzYLlimczS1c8eBsiLlFeAYQu2Cv0Y2RV09P6nftyX9PppBQ5UeDkncDlzYSMiL0yPVvcAO6Ccwi+f/uGcwy01nAcB47jgKrg9fWO799+BWBraQwnel7vOM9z9Wu/o/W7k27unghKYlTUggfLsHcPOXO+yBSc9xO/fvsLXl9fIedwCwPDDmMM6BimG0iyD/W4mTxnTWKl9wY6bjhaA3XC1/5iri6tW908MC4fnt0z9JVY8PWhJn+muiuihsWB4tZvvunzrJPiWTTnRBMAva8g13VUyed4xATj5ot87jcBO6aUuy807Fg4GYwyN0IM1lPneE7V6xW4qbzP11Iy1s9w/Ybfon6MyBlhtyyLnOc7pp/jYneXrK5f63ABPhfsUEPrWvTvyHGN+mGHdR3lsIjuVojn/XQsamNdy1yw/7G/Fh7Cwle0vBbhpdX3x7wNkqrVwnRvx4cuV7/LQqt+Ye3J+GhAJiwiAsAXA4iT0LsFnCYtVsa5yXcd7HtDJWCGbmU2HKSWnVMprO6sJ3NMgjgq360qLyIhYlgS2HQGjJxoh+GQiI/HIBALeu92aOBW5IqZtJMdJki6Vwf3j7D2dgxr+t/1gE8WHebCTd6PRiqGy+7aey3Szi2g1QglfWPfaOJgZXDNvlJBzcIWFqExppuIwb7/qZahb192ePL3TR7nwZlaG8StsjOBjhOI2fWxBhXLcUazsA+988OouzvTGAIlN48R1JNg7iBKOfGWVX0sXFjVS9DpK9jNz30DruXTTBJJYeFjWWJiES6CIpSGC/QNfGw9iIXkHeApzEQ6TeJdkUUw7ZxoLScBhSn62peUgciGZt0fiKUosgrouJLMKP9SGfq/fC53KD6JDEinj3mAKM/WssrA8ufeiKyo7yo3gktTDQQX0qBOOqa9nK0vLvdGJ0SRGfCQUCTN3891LSqZbN4/ezikp63PVHzDclUYUwuQcLCRpNmTdlwtUN9qa8SPuW7AnwGZZ5ciNy9TFMzFTQ6r3P0RxZzqgtuzU/hBeSjinxgD5UU+vqoEAQHcwQ04TwX3gVv/inZ8AXHDmKbchgq+f/tLxuloLw1/fvkzzn8zgfYFgClQNIbMie5BtCVVpikg7gxQS6VIfnIusCDL5sriOENt2vfO5moyIu06AAQ4Uqiyn1KHsjOiu+GWGTRUGaDpU9Amc4vsNQ7UI3hyyA49bTax2mZwTUkGtAFSCHfEhp+LzNj7PVyorkvd4jXZpjotqBhAuE1Nl1EyIQWAITff/jIvmCK9dlbYrcn49oOZsVsiWEyeAdDxpN681m8YyBTChij8+b1OAhCZFU6W8Gz9B5mr6nGtGlQZ3d3fxlDnHpzIFf3/UfevO7YkyZoY9pm5R6zMvavPOXPR6HB4RJAjXgSSIEVSgAACBERBA0g/9byEnkHSMwiQgOGcnu6uvXOtCHc30w+7uMfK3FW7+lyqGN27MnOtuHj4xdzsM7PPQNW8cGtqz6okZbpLjIE7BJiN3Hw+G5Oo2zVucoUj20xkFeRUwE6CbUCkATMbV5s9w0qNdwd6iI08mVNJMS2lvljKFckkHVadkVZm9J5AkHy6ciNqERnWDxHVwhDu7gAwA9vkeVkG6Vc++gNoD0gfNse5GMARCLOyGdSxl4gAjy/Q8wSroEBgAI3gRgx0wZAGaQMkjFJ2MO8+5myyaa8mU8Sqcz36iYOBVjdLejgYkA10e8FtMx4p5q+oo1j1xW5y4zhPtN7tbyhKtUiVzavQDhWc7WGGAtncakPw+PIVrTUD42vFvt8gKih7Rd1uUAI2wGRJjYg2I0kVuFxRRSUyDbUum/EQ4GHeeOuvYdFaKsDZoI8HzseBejOSdopoP+9HO8IoW3QeEWjruL/dcbQT/Tgt0qgP7LRhSMf5ONFaR3UwbNtKKud/+uOPqcuOYVXx2mgYvXuxBTag4/T9iNWjyCKSUaBeklrFgKLez9S3VKwq2+PxwPE4Ev4eo+M47vjy4xvaeWCrG/abVcDbakVvHVutIDY5QGxcR5a+bXsD7xX7bce+31C3DVQYQweIGNt+w+aG4f1xoKniBge+PDLX3tmik7k39FYBahgi6C3SIAmlC7gw9h9+mNWIFFNnD30vQKQFhHl/+LmLV/+iP8e9Qs+PcAh3+uShagb9qgtHEQAAs1AKbHMuwIWvU/13iYq0cQ/MKLkowrHsFx/uBb+hg5iTm+di6KaRqhdqqfWIqttQxVB104rwrAdM83C12SIDZK5NVYCrcdgFef23UpJNn4hLKVV2ogBx6DkbyKeSO0f/TlvG0zsSIUN44qOncVefMwqyIEm2yPXRGsRBFyInIB9hEwNKBHGZybWCuDqAxRAljCYgeljlu3iO2+FFAbheP/b67pVXh7L6PDc7l2zdutMr9mLVAq4bRB5WaKo5gKQDfSgwOhjiEfvutBSCeLGG4O8jjYIOAYoDUfSDYOm8xGyqoZr8nETU0eXRv2s///ygrnyi9DSWY4ROrZefASyF0yPBIwDmKPuZgIC/h4O8zbrIrzWKKCLK5AlzuAb2/HmT/vsJs3PiPq06//H3LQojDHIavZoha7yw/FMw3CfQsDQo/g4wYiXOywdJCvbl4cvvy0bhbOYxRZIEE3CDJzZA/ESHPPUfk+Xsx5GbHFwBfFjpychdSERbkDnkTxFSOvo0wKIfuAK6QXrH6M0X84CFCIoZmr3PjVPJjMUh0NPzkSMksu4Wah5lmYnc1rNIHK4V236Dw+jWqEpzXLr3N7PvICG0zRsraiAkUZ0gksAU7VQqyA2+uVlT2IqrEhGAy7eQ3lVhyYtD2VjnAAAUG5N+Xsdx3THcwAOAxQX8dP9omH8uc1Zl25/vaaIeul77fEQ/mFvDTOinaR2Goizo2IfRR2TtEh0WxuxGnCnLkqfQb4CU9mcPruahEVujlYFab+hAEgiX4AshwsvrC7aXGwSC3k2JFzX+is+ff4dai3l9RD3SRzBknyCNpzQAsDFYxjJltXd/oYI+PLVBYaCTEyhaytx2ESdMBHHABQAw4ApVR6lqyXKuDFEAIsAyn3wuKWxNLcNHBNAQiAys/EVEat6Xp3voEE8bmZ41m0qCIQyBoHIx0MoVRJVu5e0BA2xz0/N1NzwVR6xaoIjN4c3TbDQVKo/A4nJdK/Ym1udiitdUgM1wSHBEp2vi244gTSXmum9cQ30vh0hWuFCxSLXgMHl3dxmLmNHkfeguN69BxORVNIqTr+sH7/7RK3z7PGbOtJzgTACWcGcmBN5EbBFu6tEaQwTkX2aqoXeZRKWeBUAkAFtX7AQcsZf7F106dNiasi6MiBaglohI0eToUiyRuYBHGnUAbBgeA1v5OfDwH/44zzPT85z8BNg3S7eJvRDNDVgBWkM77hitYytsqUL7DgRYqGpG+GZRMhFpmHwXtVpaBhtgvrFgjBuGDIw2rDqeBO+Ug7cF6LqDiFF4gCsjUkhau+NsVmmtioE0o2+oe8W2bbjVHedx4suXL/jxj19w//qG+71Dzg5AwTzQb4q/xI5ROkY9MWhD0QYRgnSC7AoqjDL+iOp6jhGGF0APYBRYCEcAC/BIIXLdx5F3Aqhu2F8NhE0lKn5VeORRcx3K917p0NbQjgekndDzAYyOQgKuCu2HRRvdLFahEIGHQptH1zw6XrcbRmto54nRTqCdoN5RtIOKOV+hHUPuHuxk+o84AGOZerNC19Ea2mkglBmOmrxSQ2Y0sQpDR0HlDff+BW9f76gFeLkRShW01lAK4YcfXvG73/0OlRmtiQFs28Dnz59MHzgH5Daw7YxaANqqldgWRhFPpWFBVZgxyGJ6uMAjjWxtNm2Qh6K2bsYeEdzeBA+bf/R4ANtmY9MV6M3G+3YDqADNddHXapFnwKKHYwJCY1jFQukzfa0Uu2aMOV++pd+EwFK160vIMFd2DO2d5xP5XDIZbaJvMdpGRFtZ9dVaqjmP3DEdwAcBqSv8Jg+KtLBkw1u+ighB/+DJ2RzRD2F829YZeyVfMb24J7OnNNLzTrocSxgBEdoYbs5ZElzsrefRkYTBDjYQ4JUB/byhYPL0OYq2+ny4bPF/nlGd/ZBK0c+fb5WATR5ZRLjA8uWC18wiwgzIt3sXIrMNA9CD83DS03vA/xRdEk7UIgjvth+waOJcTCVBIoFChA3sGR0o5kAI+yADs7lapUbYeLJaJLsMT70jRamcNA9ixpvNES/GkVHZyzonr87HYX/4WK79nDNjAXBs/BnJLxVjguu4Upy8ANQx53P+XsZpDuizPheUHmnpEWehxxiJSDHT8BYvz/pzjwhqUZnpcJd5nTrq9SErGPbngEi/iPNI57s+qbQeOojnztRUcvVy/rXx632eIymCFFB0KkjKSzpXRszgqiTH94DTCriBcsl11iu4EIb7ulEFkADxMvYhGwUZrbLaVO/H6BvH0omXzqTZ9szFd+Bo2e/mhYorL4K/YwA0U3JA1cKxNUr10nAAyT7D6LBwQ0JyWIgZAlb0zcKsGQCxeShVBcwxjawfSTw83EOwMx9VXYuIEvJapvG3lIR8FuI/OamjT971+dWY+ebx7jv9+M98BplyQorkWsjUBAZoM08oMBWOBLy8Qy/tjznJE3SK00OgrZ4xf69lKXr7ZphxTm+xdbsKMwqPIWaIKvRK4KhARqiwl9WO74l0cl6qgQG/9YOoGhAZVqV7i7fdOByI4BwRwHbbcTTGozcP0x+2JgqwMaM1470wTnIbD2ZC4Qol9bL0isCVFZEe6G3xVAMSYCs8y9PGd64Y27pZlBqEwWDRR6uHRUWhkASsgFi+6p5ZmRGiUfKY/H7r2mEC5Eo8mfdTJzoMYJOsXHds2u/JBWHrQcmpouJe7FFvAFWAsIR0q5HPioNGuvBr9SSeLWAHkZXMA57vEOszNuOUKTZOFo+kqWzRYPcJRHrV9bgoGbFPpMx1Jc/3p1Jj38i3j+GZUWeujVzXmvr2os4H1KHjsL7m6tFIMW9s7b7zWvu9rV8C1In9OBJykfve5Jmy8ShEaM1TvEShnjYccpudHJ58LsHvbTi5eIh83JKu5Iu6EqSy2+w0jTA4Z0K1FKDeB6R3i+wEu7d5QLRbKD/ZOAoGVAdkRArESKNGff1x+fUNtN//7b/DH3//BxAB+17xw3g1EI4LsN8sTQ1wgWp9W/vm0Vtemc3InTwdK8oDi5dbl9SNVBhAR4H6djLQ2oFxNo/0irRZ08bNSAAs0s7S30Rt/ozRMc4Tvfes6mgpWQ0KSkBBhwPoQyFD0VvH8TjQnZOnVOPCaEeD0N3GE0Yc3MewUvJbtagmAfZ9Q73dQLykp45usoQNvJmhBXDw2uezO6TIUzcAIC2AvMD1Kl9zCSL59+TrFYUzgqJsDOKK8zgg40xyWzMWyNJNW8dozjXUXb/xdUYKjzxj55Px1Ah4s70PRxf0buP6eJy43x9ozQDCWGu9NbTWEVGdqgDEnBznceJxnGAYiMVM6L25bBJUT7czsWASW4bg1NMcIb6ny1bBHuEZewRXtuqgZGTrRsxrJMmZEaDA/TxRi5hlUcoEukP2xDA862zh3F0JtTGvu+j1ebi+v6pUoSPdHGwM7qy4RzH90yKFdF4Tjr4AcdPZjBn5JuIOYn9gwQSQsKQoA2BP0e19GmVWhKOCSrXoj9/q4ZFVl7SgaVLnZwB+WrcmWiLMxMEoSnvRPg/+Q8JHKXBzv8XUjzEBhDX6fQW0PPF+2oCAcw6KVQyLC3IKaDrkzN62qPs/75jvQaDk1J3vFIdOvR1wR1LoihYVHZVgyXnKhoOiVq0xikMUeCyup3/Bicg9TZk8lU/VtxiLGBpjGLWBT9GpUUbzVz2lQMii3bvLMmbCXm29tuMNx+PNqnbqgIyGcR4Y7UQhQd12NN5AzpVnAEriWQYer2Cbv3NZHH1ZQGYRHnMIo980gbvLbFrBYqK8RxCjr8DT80hOYEn8OXPO5b0vw8v5LpEuaG21p7bWkTr9pdNjX/lIQH77IETMyULMnbZD6O7XpRpyak0g+v4n2vELwKO1sa4MA4gS0qmQPl+nT1fS82fxzbefeQ3BKvOKRSHPHSmt6mVUomnPPYj13NXQeJJGOXHXZFr3nq8e6V8EHyo+rMIV7XQD08OLli/9OetCc4EQeaKXUF73EquT6uoYvnk2DHQIOkit7DGkm2EanhRHhI3CqRjIBGeKBycfQ63b4kkxY1Y6DBwSWci6eM50wN5fFwU/FAaQAU2wNhB9a+BCOK9j5/f94MxUNtbbLRtO/v3xVJ53CiAP5O/gqTRK+JALipZ7f/umqdRd/o5DP77HuodHhN68TC9zK70xIWTjdk/9a5zts4OySct/8oq/g3fmH+sgKmaIl83IsgMELdXC7wngQtj2DWWrjjGTew0ZxJt558fAvlfb1DCrqIFsM1f/TJyLiLlY5Ia+l3lMBFbB2U6IeGQPZui0hpeSLb2NnWdJsXjRAAzpIC7Y6u3ikQmxoBrywEEjJyb0MDIANHm+NJQxN9rwUyJNc4NOL1uIWrXYUOma8iOns6/xAMByw07Ph7po99Blj8qLCJ5lWq43xFwJhOvaocu9DUCSPI/AYNI5RqJQDAfyFpgnnA/5SH83t0EqRejwtGSsxD0uQB9cHGTEk49RRNaYLLEIznwzJ5vm4ALJB8Q+QJetD8QgsIfAq0fqTmU7AcAQdEQZ0h+KW+JkeQ3bmIV8LgzyaKUopcvKEJLlHVcp4zJD53tDky4TTHbtrFGQM9g5MhQgU6YTtAuPIgTFU8fF98zKFYQnWfwrHP/uD3/A7//2bzHGwFYYP77aOt1vN9x++AwmxW3fPeoRZhDsmxvqmIrrUkGTYo0wAYVRXNFmtnS90bsBPe3A4/EV7bg7YLE4mQg2hmx9v5VqUUkObAjBQSk2cucwWDTAagWB0fqJHoC6WKTMcTxw3k+jcNoEhQv6GDjvd9NrqsnF4lF3zIzttqMp4fXzK165YK8bAPU0cAW4Ofm1AnDAGJ4OFBM1eNJWYAC47ue6RCoNTwl077g4x9EYA2F+msMyUhPsGcb7E2qhoh1ngkbDgW8onKOjuvPTUg+JVuJ8SyXrXdG7cyU1Mw7Px4nH2wNn6zOlUy2S7TxO9Kw4aPJdVNDOA49jAAIUT1mWIUYbhTdstWC/3SxdLjitVHEezdNr7aVEBGVUREQy94LtpaKWYrQUImCxKGy2zRPshMjSh4HJLkBoMYryJVJOPunNIbcjZQV4NjxwEXQKIPjyNH6qg1Cb/U4IBXaCkerzKjYRimc/b3a6NN3nVXxGQBayGLGXTLkOOLi4voI7KDT2it/Y8fL5E/7lf/wfGcceZkbHCvYkiBTb6rPJOV/WhrJwOv85+Fe8r6I/bNifQw9yx8pnhSM0r8ecMs/RJXHv/GzZd2Lo0lyI7y7OMqS+dZmEF33l48MeNyNX3l/uMyWieH1NDGl5rsnixQGjts8yOchGhEmObeCR99alT02vIN/TfTa6rjNEPLjjSUT6ulL3h8/mm964RqmEzmCpzyZX1KsNwiuyKQG67xhDUdmcjsRLtWJY5L/p6TZHmBhcq1FDeBRtAoi+L6bedNnbbI2v6t8ya/2/MZM09d53w+mFq1bRdHWQXi9Yp8U6lzXHGojqsTMK/jonPrZzP1bA1/aaM1Fyn4jIu7hfzuts1NSP5wzXDK7/Xpfbn0GYPcGiIPCMfPWVsPOjl8wJ95PPybfybqdFUk1jZXbOvO8UZphyP87LlSyYhHv+H4ZtAM8D5xObxFPEhM1zEY95x46ekuwn3vDS5OWX5T4h3Riw0kzrd4QJuARo4UpTVG3xSBiVNSXPQJaMMJITKs1JeRtknJnmwUt/xi2MLLPAygQThhiRK1MBSUfZaiq6ogSVhlI2T6FZwJZpfljbhTGR3RjjCNug688covcL9/Lxh6UGl3vQ070WD0T+/t056cv4PQM+y1z+7iPat976Z57+7dvTk2DyaxY0PPok150CUXAwFMnpgeIpb4lmobrf8PEf/cu/xu32irq9YNt21GIht6a7ciqNpRZst828Cg5aDI/QUx0gBj69fsIYglq9NKmn/DxJPEv7IjgAseZMeAqPP0PFjRaFb7q2YUPdj+nAoy4AfeSel1osdQju0d5uVznxJIMmfumKtpJ7AtkUFY8QtbHlxJZm5VP3uLjekKVB4fL1ab0wMZQWAyHWB0yZCQP40l6Fe/t1km36jzHcKMjKVMg+fbrR+79TyYhHORiRmpqvgcxednkPTaXBFDifMxelg9IYtDL24flyXyCnr/UyPuTKRPSf+j0JBColS+SqqgeK0dN7xY04FZJJ/uih7CwGIIUMdaAzL3WZqFAv247Z4T5XwasRMYfSeAY5vYi2RUfVD3MqGJl1XIAc/xxv/0sw95w421J5JmG0VeoaS7Qkln4t9k8JXFzRpgCSft2DnAj9cX/gbXS8fbGy9nut+OGHzygMvLzcsN12I66vxVJ7CBmxQarAGNgSRMhFaOOgxl/GteA8DMBo7cDxeMP9649o5wHaYm3N6yOyT0kNfKvVFXFLix81iPvX9JUJNI+haK3jPBt6a8bz0zt6s38xb7untx+PBhBhf30BbxU8BtowYtW9vWC4nlCLRSLZcndQlZ1jcFSgRupGMf3BUy0hCnQAYxhvhjc5l07obOqe3zZMBo+Gdh44D6tk1ntP+Q1iDLF0yN7tPWUoBgu42P74OE4Dz4ZAPLIbUHCxqmoWaTW8v/3exCCZfXicHadHFW3bDa1Z1bZ+9lwDQ8Sjiw603tAjKsnBeZGB81Tnz7O5ImI23MYN+/7AGIptq9j2Ctktaq21HuVCbH6Jou4WSSMiKMWjDmiDFEkZZ5wfZgiGi7OIoHhkXSns3EiLMaWw/Sf4yUK3w2zzRY9+Fu0XQ0jMEZoOUXVHCQH7uvf4xWGtxrPWe60cnWFcxR4UYORwmv91n2VyHdaAbwaZzhzGf6w3l1tGLB5r8Ld13D694m/+k/8tZvS6RwWvsh+YsuBpPwEw99nYAzn0Gv/bgQEAUBjHTQQgxEKd6vvUX9XHPvTOjD7M7couItdjIpoX5FvkAlqFg27um7FW1gyO9V2vR+xPqTc8naS6nrnOV/+VntSz0E+ifDtZmlbs6UNGAmCU3hV36HjtOg37BqFbpcKH5EvU0D9nZLBcUsGR/WOqhOaYIPovdD1/aRtve9a+7xApOA91Ts8KbDsAgZQCHedTr7ouCgLUojLtcYpSKHVioDpwBIuaJYYymzxF6AiayxXIuLPL0652YkwA0+HeGVteWTnupE8zQZefFHpTiI1Vl6G4v2SfX0Ain9+BaXzEDfb+WNu6zNXneYVFzC1dDtKn8cal+OXPPt6PXwAeTeEak4gpuBxMoK6VgbLxT28SSiV+ppHEDBYF2I2WUBX5Gb2Of0+9lgglpqARSbwFgOWLhkK0xr6uoxALLgwKoSVVLpDzD97ke/aG2BzdSPygF2bo7HoNCECZETyRNhXvOMQEkfTcM+12AhbjPJJ+YPQTMvxfO/z8sYQkW4hiawMqRn5Z6gbRgjGsbeaN2gExlDhkNgCU7WaAUylg7VD2Ip0xZ7QAUmYfzLeeffiE0ubnT8DdEgvzcd+vqyJXjP9xUSjeP+6bxyqdHEx9Jq5NJWgxXj9c/Av57buH/JSi8YHAmM9HGnahAGgqLvr0tDCnTbAYeanamqYQvE/hjx9Jq9/Y8X//H/8HfP78CfvtFVvZkqOpSbNN0vvGQsyHpe9wwY9/+oKvb1/wON5wnAeIgP/2v/tv8f/9//z/8PnzJ9xeX1CqAapRqWp040WKucxM4EhLEXXy04nrB1+JwPgsjE/GUt+UgZeXF9zvB7QPaCnYgxuNCFZi2tJCLEtUMi3lAuK7nLbceAZ0YISp4IDCUAWFXNO5LOJRAFI5yU30ow33OjuWKhW2FswTv2H0LxPoj2BEcQCBkBFH6rICqigFFj0Rslod9FKFoT6h1LuWEZSyaiWqg63O3keWeTsBHOIoAuGvmOvb7qnOnZdKlHNfaK4cSb3E1hBfveiXrnKBpACTg2UAiAoKb4B45jE8rN0YuH1snmWERUl981i+0ogEzSqB6gCVg1ChCvreRBLyPAAezfEsxULp4xVzbvj2hOFP0am4hUycXet9Rx5yvegWA0iS0FxTZtVDhDDUUq+EPzu/1ACjAdTRhwD0Xh/5xz7+5m/+ffz1v/z38OVPP+K83yHjxNcfv+Lt692BiI7WGgiKm5McMwGlGCFz8fxXJsJfvn6y2e0RJwE0E9gAgVJwfzy8XHzD+XhYlEo3/hmNIgkNoE6ASwLVgW03GcbkJKAQ6LahE2UaFnwcCUBvAhlvaA64HMeJ8zzQu/MeFs50TcAidM6zgYqlSG6tg0SME0oBZQIfXg7eQatbv/meCgdCBVTFdQaCVTt1GcNqy34QIILR1aNHjUg89QMRBHihvUOkGyh0NJyP7pGgE7wTCLooAEY/baxkKAopuAK9C47W0R5Hko0P6RAMbJWx7zsAhXTx9LOY3yZkehMcx4H748DjPNGa4IfPitEl14Go7S3n2XA8DrTWcLaB8+zoTTG6iclSPOtq5X+2QEC0BhyP5jqzATxhdEW/GOgYapCN9xDTB0Wt/bwR9s2jenAD9klkS0TYt4Ktbtj2zTh/JnvxVLNEQB4ZhTWTQFyWx99rdFLuO/kf+74HRYJMxRNexTCiNFe9LvJ4UiYuJlTq4/F8v3ZgPmOJsL80LRaGG4HsG1vog2t06W8VPCLMruEEDOybVNE1qlnNv59tPHOGeeq+ELRYquY1fXtqk8lRtDYkngkfKprDYzoC0gDWhSd2RgvFVNFsazynawz/olvHnI8mBDiCOczLl862sdpm8x1iTUWfqc73AXwdpG0Te6f/d5kXUTVr9AEoYdsWrscAkTTe1zbdfEYSFcJ0qct8j2nukU/OVbQug4iSgWIpbrgEjizvqh7ZV7cNUEZvRvRfKqOSOSRkGMWJDMLg6VKSfjqgMlBYndqErTgEgONsoO2zqXOkUGKw0uy72Zm21lKfCKde6CvZqdlDU468G+Dr+TFfPeL2KoPM+ULk+vTTc/wtTc+PiL4Z2O/PukY4zfF/N/M+OGZl3qAXmPMoPifno9J1ui9zX993wXcc31/jeCV4ow/0128dHwjJJaDw3cK8oL6+4LlwzmArP00XAOfbj3bElatF4vgEyPurAuFdS8MjlHryiCSfbOLe6vozL77MyZ89Mc592h+xzrvYxFYpuqAf5pXz6IYxHCBz4EiW+6kAekKlQ9uJ0R5oxx29PTDaAzoaVE88Hgf2raYn+mwN97cHeheUumO/7eCyg8uGrRTw9oKBEyQbRig6Q9FFse03lM3Oo2L8RsRWBrbWCrJ6KABqhuC/7yO5KhnXnWF21DMz9OW75ZY/M3HVpecvS3mIBUEgg8fn2GXVnwu89f1zZEQoin77mvXGab8FqfIqCDGF4JOxaVMkmXERFvQFGFVxgunwXHzPO/y6h6Li8ejo/YHbTbHvr+BSMVTAtFnEjldhK4Vxe/0d/l//z/83RASff/cJ//xf/DN8/uEzzuPA/+N/+p/w1//0f4PH736Hz7/7AbeXHdu+43a7GVBUGDvdkgBbVI3b4N2Us3kdpY8DPIo5Lp4DP0bUbiM0sfSGUi19AFwgBBQVkA70PqAoVp1pPVwjJMt/M++Np2UkFxG5EjEi1cJVEAKiOgiJRUBlijh0SZMrU8MAXCZ7iP8MXbKlzIJt242YNmTqVsC3G/TLj9nk7KdQgpjdsLB+IkSljw5Cte9SPs7dOSIrJqdRKBiLcCRPBSTjpwowkXhRTt1ypsgrD2VzM1DllD9No1B3axNHn+sCDmPVKFMRt9PcsCwEyEARMwxFJNsIeNVPkeuejBmZBmCOzTP47u9paWjkEstSLYPnjuwGABGGVz0lL3tv6pPtpWWvzknUPHVJ/HqTuVoUGPPpaV9xjNNU0C9aDXmK3Lt1M8eVmVF2q4r35dH9/sVpbKyPavl+9eYf6vjrv/5f4y///X+Jf/rPT2A0AILHj19xPu5efv3Av/3bv8Xj61eMMXDcH7i/veFxPMDQyfcLxa2ykyo715FlmaGwcdm83EwW7aWgVgYX68Pb6w17LcmZA1iUhEXNdcgYOB9iqVXaoWryofeO8zyNr2hYhONWd6DsUDnQu0USjTHQzo7WjKz29fUVdHsB4CZNrSbnvGLQuyo0rudtxdKdzuMEQOhdsN82i6qKkpRhPLkHOiuojZjnvveSgitZ9Z/iKYHwMOo+QUV9UpwTeM+1QLH0UTiAXTe4hCzy6t7wt3/7R0tn6wZAjXFi23d8/uEFuzsQSI1I1riPBEMIj/uJL/c73t7ueNwfRpJ9dHAtYK4opaL3gbN13O93PA6rANeH4DwVD+P2BjNwC374kE+aaolhhq27TDOwZz8a7vfD1omyd81SRlrNmKPQLxWoveAkpOxR3U0WVIsyYljVpwIj9GWaHnXJvUCn2ktk+mukVFP9BcYFYnG8P4ZHly18bPYsmn+nsuQ/exDb582n3A40Llq+Kj+rM45okW8AuUNImEEilsUgM8Xkt3forJaGcLbbOzOZs9j2Ri+0oEAmH6umRDeyYPtG5MTGhFI2y1ARsZT/Idi2YimbYtGJDOT8Ye/HkQAQTZqUJ6XqovI/v9EypKHP5n8J03jOLeh5bL+v355PvUaaYFmXMm+tUwegxa5WmP44vPgGs8lZZqNNULC5vRTu+It9l+ClXjHtjieL29cC0fD2PNlOvqYC9Ap9xVKjHaQgpPPOtmyLBAIALtXTFAl1MzvyeNyhaiCVBAWMGsebePQplFC3DWXziu2eRqz9C6hUcK2AGjE30ydEBLkCBhaxz0GKd/L3pzm4Gb1PhIjyea6AF9eEXrKOoaYcwATS/LyY+yuYE0UORNQiMqtVZ155mS42Ws6db8+0P/fI6KanB7BHjobNslbb/anj+7WrRfm1MoG2f1iVllC0nwzSbOBzT0Q3T6MaeDJUn1nSl+90+U9eEwLPB3d9Mjnh8IdovxtStgrDcHIlRMbVMF/a/vSiuJz4S0c+UVR511XXEvLr482QALptkIQpNBhgVIAjJ14sRe28Y4yGft5x3r/ieLzhPO5o7QH0DkXHeR4YW7G0GFUDj74+cJ4dXArKtmPbXrBvr9CXGxgdOgqa56COIWjdwtFfP/8OL68vwO0FNAqIC7hUEDagqDP4e/WuwoY6rwp/7NtwHSAGPiVhAEOL4eG/xCKPqLhpufyyofnp43mw6ElZQW4Y7+fR+gdNTS+UHGDm8D+/3s80aXaPNSK8RxbFYMrh8ND6OCeIfwGLhIAbb+FRBELRnsDRKkh/q8df/ZN/Bjh3DYOTl2HfX1G3im2z+aZQnOPERjf81//Nfw2RMz8f0sH8gn/9f/6/4nbbgcLovRtg40APbxtqZbx9vU8hrUv5cAVmzCXSYGI3mIimJ9g4xSzVgZjAHkJs5PUDI+QnEbRWDKpoWNMLLXqgyDDyXHJhXRnUAVZ1BeZJrvrmYelWc1N93nAyigjrkpsyLAkiXXGeZp26Ms3XyeyKAgD0caLAiHxJCToYY3SbkyWsoUVZF4Vy9z+Lb8jXeRlLyMym2MdMMY6ll7TS4imDeoC3l+nJdKVKPZ8vDHoiAegBk9QOuLLJUhG1ogE6wRzmG4g270erasVcoCLgJ8DEjLa+vMQHa21VTP3v2DOeQeIg2iaseypdrr0IEMC4eAAHFaaSnWl08XhVT+EUC7kXsfgvde4YBshTvh+Yyr9e/4P14cwF2+aVSYaVhrdoIwf7nIeJk9hbQVRtLL477fgf9vjxy5+gj4e91lbB+4ZP+w2fZADM0HbgX/yHf2Pf9w69P/DHf/d7/OnLj+iPA6N39NFxHid+/z//G4zRcR4N59HR3NitVPGy39CPA9s/2wDnitj3gr0w9tuGupEBG8cDg6z6jQpDlDG4oXnkcaReqgrub3c059gRsYphxAV7AVoHjrsV2DjOA4/jgXY2MBFury+oLjQCjAURXl5uePn0ipfbC263G8pWsL9sYGbcXj7h5fOrKbLEwHDS7k4oe5kUCdBZwZUAX62+wB3oKAVFAOpqOhF6puVCTqAPS9UXgQ4FupF9jyHozaNtoeg+j3Y25xcxozBjQNBaR+sHvvzpjj/+4U/4n3//7yDqhOHHgeNxoFTGX/7VX+DzpxfjGOINlfesETJax9e3O75+/YqvX99wf7vjPE/88Q9/wg+vn/Dy6RMAA9PuX+/48uUN7XDHAoDzBM5uEqIIQM0K3AZ2EepEYMytK1RPT62zSJChgt/9k38KlQFpJi+4EPoQyL6hSgUXSzvBZuNJD0Wj08cXGGIODS6KsRHoNBkOAOylrIPaIn7PPSmAo3W9hgNDsexPdPlhv88UHpTigKJfP9QoJlJOxfPiPjp1rriptHlv1QnQ0/KMVb+Lo8IHAUjupTSkHTh0RxDIHNW/xWprtsWt/TJ1PkAhSmiqbmyqR54iye+HiiVSsZOqq+khKBVnu1/tuzSyP3bSThAOFkDq+lKAHVRCn512JnNw/ITu7/ONvRIlEwYXc5hZyGXq2xSyCmFS/JRe+xTB8Y0j91ks0/ijCwLM8PMsONKcxlst2GpBRGsxFbxLodKI2KEsyJIOLplJOGYLTHubmZdoPb8XYeFpnLJ7vs/8Lm0AWNTRcRwoJSgd4Da3zQ8upmsX51sDLLoyAKf1XvGuUbFWYJQBMVNK3eZ1Hu2dOicThg50sVRswkyDnCTrfMEILvPyGdDxNk3dfOrORE7rEdgDRXZHvBNl5JiIQIvb1ZfjI+DIo6h+9iDXX0P3/vZsTJXce+2jI8bqOy3NX1ZtbX2KvZwrbwzoQhr393F81BF591gNkXsZ1Ta8pVA1oyIGvo/L5vSO/2UM987PJ6VxAnrfleuGsxhHv+hYQQI3TL4lWFJSxbuugkjhIbWe8w2yTZUF6ICVxu6Q8wF9/NG9m1/Nu/n2BcfjK1o7rPwqPIS7BAGwlVA+Hw3n6AkubPUVL6+/A+QzCrqd1zrOPtC6gUe9C/7qn3XI+IS9Hc6yX1DrBt1vKHoDCkOcp4JRYREEHQBBPeTYopj1usdQzMe1+hMhqkSsoIYR5D5t+O/tlOxfupz4C46PLpk27mplzzFdP1va8O687/BSrdQBa6OCzDYUbIFtkmMMJ7t8Drf1zQguZKPfXaGg9BrrN6fsb+m43V5NYYsoXAIwrDoNQCi1mzeHLb3v/vgCAOnB4GIRDLdqCm9rHf1w7z8cSCHGeR44jwECW40MNWCDpabiY7yGNhtrH1aWnIBawosLQH1Td9Cu1mIbkAyvaAQQy1LxB/4e75UwLRWDyNJFCRZCXC1ih5yDINKlNBqg7plWu6+BDGwpIt/cdGSRmH6kohei2qu4iUD7AYXtG8Q2HhgNqoLNy4zny8nkjhhegY6LQIgnAafAFaoxjYdQFBKY8PlL/nfM9QDm8mUWketAkb1bpFCEhJgy2Uqpw9JFgmw33leL0+SRVVKTBpCk8WQpejAgRBugQZpZLIVoYwRYQ+xh6atRE339Ydra4oD5SEClUuhzwf/6+FRXSJdRVhW0LsbbJf7OKBDpzk0UnmlnZ2D4GFh0SFR5CUAaCsgwgHt4CjyRpWTqCP4xnzc+PArC7fWTp4A61wyVNCR+7ePz5x9ALy/gMZC1hrPmcAFtm6fYAHh9Ab2+4i//4hW/a80cW2MY2NEbZPxnkNbwuB84HkZUrUNRwHi53bDvG4hMvkRVOohFYBBMPxhcMTAgWSXT1m4hSxPsY6AP49m5v90hY1h1mKHQLijKOF7Y0q0eJ+7HGx6PO47D0qm2smXE6zwIDQ1lK9j2PQGFUgr2uqPUzTif2AwP5uLRRgR0QS/NZbSvujQcLNpNXJkvpVhlNKi9vyrI5fxc2MEhJDkMgK8vBSAK6Zo8Q0SA0sB22zA8Mqf1geNoePt64Pf/7k/4t//m9/jy9Q5lQm8N9/sdX398Q++EP/7pKz59fkGtFXvdcasbaikopUKH4v544O3rG+73B47jRGsDjwfhy6cTn1/uKMUiM47HicdD0burBGQV7ddk98QjdH642H6W5QUYGKunOVME2D9ZuuHwqCMubE4SEehNUbSCTwNWiNnSUUaFvOgEF9RK2WitMIfLADWXbcxgNsMuOGmsmqIi6Qe879GGOQmYPft4eYE8dJ4/FnA9e8I7g7wy3/rV872eDMc56Dr1cng7ou52Kj7Rwd7xA4Aa2K3BU7PwlE3H24xO+F/EoUjHUvYXY1ZPdj2hLJX4AOQ7Min2+mLRhyJZWVAVXl1Q8U3yzEBAfVPW3I99DMj3L70GB5DrVOtdn/cDG2aXDXEfxJDb/UmX61x/iOnRow3L/YBIW5wQD6V9OtsvcrVT4rkJoqTt4Ol7np52nqfpAVy94IERZqtH5YpHc1vUl73HzHnw9kcb2ZxX0GvfqOurZj/wohusPRo0F+T6Hec9dteHWj/xeDwAUby83MABPOZzFbQZMX+kK5fCzhs2LBN1iBc07MZ35UUTophMtIDgsjCKOfyMCVcQldwUcp0k8Ut0xDI214yLjCyLeakGZZkuNM+JOX8paKPvK6D9OcfH91h0OHKqiQUYTV1/OaLQQ+6D33F8P3h0edgz0DJ/uwAz73754F6U0/r6QotiSy70ef1ujo7f4Olvb4sCXu52bciiSoc3NjcpgoXuEIyMUWYEyLdm5Gp84NunXY4EvbCAA6HkPN1bXUpi7rXzfAKapapZ2K+mcqroGFEN5TxA7W7lZB9v6Pcf0e5fcd6/WuSRDDApzvORRGSxd4oIWncyzD5w2z9Bh6DyQCULQT0eJx5nx9m7g0cDtQKjn3h5fbGIo1JQ6oaX2wtUXkDEqC9bGhOzT1w7YucreApzD2VlGk8fG072gz78eP6MyRKf/RlL+gPdZlqgi1B+Bo7W+e6oeS58ARBhoaqXdfXR6+Rj1+ZYDDAQYABNZU9d4Lk9h1SEdBq+pvssG6eqkSnD040sxOCX9dU/8vE4G/a6W4UZ9tLfRfB43M1T3IdVE6JQgA2EMQ88EEYHlQpm7zcHaYMQ1kKpFWO4Zyc2GQL6aKi1TBnkRjM7qMOLga8KgMnSFWpBLcX63+Ub8VqhbEbEEAj1yZMZxdrzPCz6SHElOMYdAEScfwYI58C1kORUgOzwijokee/1sFTguJ1vuBqQ75Rp8TnBZXDxZ4wB6cMjt4ChDXACz2gJ/D4GkCpWAvSpWZoj4ZoOTZd2RVpa8DoRQmzo7L2nNM4MmDbNzgdvKrq5bhwgjEgZq4QWg6HmIReTZRp8LDkuDOY6Fdt4P55K+xyvmCcl+SpifpjSOkVmDms0OT70/vo5zCWu1+hD6BSd0U4rGjzvT+TG4CyJjLgyxGFw9WkY7+6RHeaFFE8hT+8YMertxfpbRnIKmOgc6y7/qx2qCiSwa2kCMd6oJdPik/UYNCvriZoM39hCSqBA77i93NDObmtDTHGvVMCFIa3ZfEeszQpAIO1E5w4mwuZk+713dJ1h/r17RM15oPeOx9sdADkfjukY0hXtHBBRPO4HfvzyJzwej8mLtDnJsgLh9ScQ5DFw+/wJL2OgtRPlrA4msEUpIRRqI/8uzp84xoCewOABqgVMBZkLrAQWl1VMZkxVq/JDwXclUzdKLhIiECzipfBcs33r2NpuEXsp+y0Vjbl4lSyTFzIUvQkejxNv9wNfv95BzGi948uXhj/8UfFVFbfHiU+bpZ28bozXnbFtBfu+g0E4z5ZE3a0JxgC+HlbivR0HSjHZJl0wnMpHYfIp1Eb2UY5Am3XWh7iIwCuIqVZDFH0IShM8jgOjWbW3AI9UFaVUcLVUwdPBQSqErW7Y9x3Je1YXw7EUFCrOhUoe5SGwmBRrgCpAqmCNKMlYA7Cx1eq6hS2ZDxXqEFJtLHIHU7D5mF70rI8AihCKsR6nBe/PlwU4Wu4Z16rrQE8yM5tCnhIepzu3lIzfnt5kKrhFa3DoGCxec2eCHRq8ihnSEtGloTdSAkVEMCBjGWJg7qNTT7ZnwwGLTJEP/StbCLMLZM519fHPtLkg4F6OHCq2tU2Ya3xOgUUv8OF5Z1os7xHrL54UWMNqnibnqCJ2SeO/8Zxjzflj+mZkdEX9o6Q1Dnt4aVDoTkhZ7/uq8+vEwcnFqtmOaEMWulrGxiIXKefBzDZVf2+a7XA5ZM5YO+pmVDCikQKrFjRwU9eDYNH1pWTF4pUbzeYO0EWtcqjrDkyeGicKRffCMzwHKRUbtxmfTT8N1dBOtB6hnH+XfvUbxi0Ikil7yGtcb1QBgb3Iy6rbTqBYVCBZQXx5mFd1+3PMzp86aPm53jb3tfcvm1d9r9b0Z5ACXFWyZ+D+8veTwPjomIqoXu5M6y+5I1IK5HmDpfMvd8WiGH9j86BVyNC8BgC81LHdWt9NsISf17dLEATLM5fwuHWDe2eM2ffqj46GaBcsjXKp5UrpkNkGVfd6D+PMYDWBNBpGO9DbA+W847i/4e3HLzgeb+jnw3gYRsPoDV06Hvc3Tz+wlVaqEQITBK1ZGL0tZAKTkRUOKO5fH7g/Dpzd6Xi54O3tR6+4Ye+g8HzYl0+AdpRaMfSGug1s24a6WSnb8LArnH2fw7CK8ZacAwokbwt43fz93OhiRsrWdwDSOkdCEZFrpEEIXpvUPxFynG3UOTbLJng559KIp8fFt+G5+vYTr+f7qxSK+fY0v5cpG68KF+gzdDZI8HHdIXMZuuKO7w2v/Mc/aqn4P/yX/3u0ZpEKtXjJZS4oxE7uR1aieAQ/j3E3rEek33QMFCf1tT6y/s0wYHKiWQIgnHn91mMcRbF8c8Fl/MXBi0wHK8U98MZtMyjCr5eS7T4WTAymclXCMWVvKEVRxSxUmPCAJWCZwKDPGQcocj9OgCGf4D+vz52fe+UtGr4UApxBLiURnUGjkbMP06DUowOCy8hysaeSM5Okw1AmB57Y7y/ZlhS10Y9+pYnpGaZrYAXP6i9R/jXekdg8mq7lxfXjNO4XUjOYUslWuCGqoBphVv7sZU+bBkb29rU3iZA8ZDE2KxIU3sNF0VQYh0S+qYbSHHLT+QD9/KkfmmL4vN3ZnPFuwHP9kVB+Ii2F3PmCnOcxBilb/DMDiYJ7Ibp2PtwAEknuXBOl0xgRxaxu5d5P0XElr/wVj5me41Z7zOBVbsb4Apj7xfL7qis4b07dACnqUWuW2hqqH1EYc8aNBhqg3p9oAV2p7d36K6YYXOZ5qD25IWVVvQjQDvHS8o+HgUzG62ARc7UwVBrOPlCYjTi5VrTW8ALTG4IbiHtB3YqVqB8Dddsgm+Y8CN0sspFSfwrZxgzeKuAgIxXn5hGZhr7F2l7WSKwAgo1NQQU2xb6PrByn4YRTggwDy0BAOxq+fnnDl68PfPnywNevb/jx6xu+fLmDS0HrA18fHV8b8COAewcex0ABcC/A6wbUjVHLafcWNxxFs2hYVwsYO9UMlgIENz+Gxj5irxq1PAFTBwstIBKZn0DVQKfMulKrCDa6YNSB82Hv3JrJjLLZ/jP6wGgRseZyggm9dogMS8XbK0azCLfeBLeyAxtQWLJ/AdgahnEmjm6V6qg6ZcEUPvY2Cr/O5UhOzKnrphHfO2Z0LM39bPjeMZWcRScDLgIuZGl0loxFdtmayyN1bprXOrAa1xAUms4iAsTfMw3j2PN/ewflPhnv7PtBvItOrkNLcZ99kXgQTK6P4Wn3zmEX6nhMC12q2kVkzYVmAss+pFcxiPmx/UlLA8Jxghx5hB0Wusj8Y+6bqSpf5sn6YjqrwMKvW+07ouSSm2DP1Ic+tA3iHiImmWRp3/UNPNXR1sVz6hoBHtXn8s4dFKli5OuGA1TSdAat7UQ+z5pznacx2grkgKgojta8mMV899l2jwaKgkmYUf2jM9SjQeNgtiIufRgnkhVOsSezR6Z6gqQBhctaVH9ZC0ahFCfkvyzTab7TRdnR1NO9NTlOwbVldhKl3hH7CSSAJDiAN3xPLFCPql2zZcNZYpycT/N90cn+rsezLnd976kLc2Sh/H1zHqXCNz9435j8z9Nn37znRf386eOiVy9TmPDxxblq6LvSftaZtcoLb+j8Im9vg75KKSIyQu1A5GUaOHmfMBpoeeZ6j2izRyWp9omkRztEPWTXlSLmqZjKcIGggA7IaBj9wGgP4Lzj649/wJ/+8EeMfgIaVdkGRmvo5wP3r29T0S8M5hs2LhjcLYReFTIaHvc3qA6r3Aay0OvHw1LN64b99RXn4w3y+gLpjCFiFXBAgAxsFdB9hzRGqQ/IywsIA5VeoHVLO8tSaMi1JppCN5RyhAfElceFlPHdDvLhJIt7Pn0vH8ytEOoRlb/e/3lXy43h/eNA11NyboSkW7989xz/JT9fPEJ+n4gESI/H8g7E5MSda9XCCRKQe2JXL8xcSsvuTQB0GuK/tWPfNvxf/vv/kwv6AtUo3S1O/Lo5uKMJEEEBLU8ewfAmhPcdgJB75nwNh/hln4/MQRS5KGMI3cEUx+EAiQRQAnXwaQLaduk0yMn5QIKwELCKZkzl3XRbI8pio4aOaxi2v3OKFVfAiaP8OjmRsksx1/5onQPLpkzIh/omy1ZFK0GfKWBVTDGJzIL0wHj4LETSCJbIb4IAzpmkDk6F8rVofv78aSZmeHOMWSpnCnVCe/Xy7uwRDPZO4m8SvFHesWM+KsAKZs5+Y4K1WXHZeyZAFEoUTUfBAC68fXDy7lCNEoQIck1X3DLnX6ciCEC0YwJoUwBoRLPA+nxGHcWMu6iH2b+ayo4/Y7kmn+BzPYzMjJj1tppdYEpdzGkzIkxBNMNB5tzRYe+gANSASHLgLAITemvWjWTgsCR3mybZ9695lMzNXAYHAKDT6HyWocQG+hS97k0qFg29Glex/w1N0sucV0yJLqxRIKM3jLOh9YbRTrTesG01uaTYi5IUZkjrntJk69Nsk4Hz6Hgch/nYgluCCbV42lIzg4DgvCdEqFtNDi0ZMsm/9cQxOl72V0tbdI9tLdWNBUIN0FEBHeKpIGzRzKGeKYyiQDtoiw/UwceIclNEJAiTIABZ8mIeCQz7BkquB4WsPh4P/PEPP+IPf/qKr28P/PjjG37801e8vTUQM/pQvJ2KB4AGz2RSj//qBg7V0wy87lwuW/FaIepV5+PaYTeosGFc1Q72z+LdRY2HigngzYEismnUmwWnB8YS+Mhge6f28MinbimOVRVjt/TFcjJGrNsAkAogKthuO/a2Y2BgkKVha6m43XYUMGgDKNLVPGpAHDxMkP1i0dlY2U8bX5TqkWb+fZC4xBoKQ3yN2jZUeq6tACSUp16XXiA/XzEzAVJxmvvVRLYjV3Bp9/B2YV5PNbxFlH0eC5kucuC3dYTeGFulOBBCS99O2X5N4QFcX/AxFhWQ2P69kvBS3gMI4Ne4dqJTrp0ztaf4ocnHGJqB6a6zoyOiNV8EMYRLu5fxveaOLPrM8jMiS+ZzFasBzjDdJPS29W7vtOSnfZdgbVdntFyjoOF3L1ygKJeo8hyTnFNeNGntRX/vBI7cVmAvrUfL9fmuOvXVbOHyThkxrCYLWu942Y0Qffh6GEMSaGnuvBBfe6ZWEobvX4IOEtN5qkck9WGRrsP1nEyNZ9PnqQKsASz7LFkRyhgo+zrU9bn+p1Y+Tw2H2/zPR6P38bHsHRFxRApspaauY/N9mdNrO9bOvwzg3/H44H66vl/OgWlvfM/x3eDRDDWfxzr/ZxjgNxr+7trZwOdl8rPH8uKZE31BO3Fd/T/RjsyrviDN67muiC3lAb+rbaF8wK99btu7Bj69f4x3ptwtH65HGPTFK+h0GDm2CDBOqDSvhnNHf3zB/euP+PrlD+itmTKpauWCzwO9nTiO07qDkPnpBMLZG8RD05UFSgPHeaKfHY+z4TwPqy5VqpWB7Qf6AZznK0q1TShSUHpjHAdD+oGGhlpfADlRWC1MOwRML1A0i8TYdyQBD/MSRRQLUJHoPlxLqrBNK+qPrraELv+yH5/vuZy8Khs5Xss5tHyW5VmXW2sYROpe6Kdx9FzeSFWLi8nTF+w6e3cOQzI8xH6+KeqcVdNsKstFD7JIsoJ2Rhg/ckMx5dKjJ/IF7KVnKpvNN1XzDvxWDyLCy+0VZfO0jSEYbWCwhdVW55sJ9N9Ag9gognDXxjHM4zGsWg2Sk8i+VVWfeiOVmlIKeKsIT4V4KoSoASMGGmmCDynAZQpvcSCQva2xgRNT5mmHIga4/pr7hE/Wy7RWaPei9fTkaYOP/6I5hpHVfd2bgR7y0Eohh8fw/QCYuUOe5mjeLgKxEW+aV8bIBhnTaBvNIyGgOd8seMJllafT2Tyd85dErPw2wcam7O/9G7GuKpt7v3Uvnw0wW6QXFzP2x+iAtz092gVAgk32O5EZuSbr7T2oMIpvjkpmrIbxqjk2YiVnu6/dJWzblCtL/d1ut9QTbUwU7Tixv94wRE35YidzZJupe2R1xXTwdRpgJqm1m0vBnAJTkVoNHYCg40wS0oTknsC6BA1pKiJaaMnCizePXoCH5RvoqkMBVpC6fNKWRiYIFlAmxY2ECXi33kEMWOA45/oYnh71ax+0Eu4C170ljOUFiLY1S5ZC8+ScispiJAPsY5wGAZzM06wBe27xteqfBdddbx39PDHGwNlPHPc7xtiNZ6I3KIxstJBVeTweJ86zW4l6FBAxehec52lk9VDs+4bby45PL59ARDj3A9IN7FNRbHVzcDwgEHh7FCBL44n1Z2vRoy9reZfSoKODtYCirLsGuardT0Rwe63LdzO6cxWSxdesQtF6w/E40I4D/WwW6QgfGhnQoTjHwHF0HMeJ43HgcT9xfzvxeGs4DmCQoA3gPoA7gAdMZERCyQngUGAf9vmA4Q7cTRH3xER8QUiZmZK2/ks1ZBHxLvZQjZ94DfgB0QSTZAAyLBp3KwRCxeN4ZPEHZgKGVdo7jnORTYpIaWVP/25nx1mNOJtrARNjjIbRGIMsEo1KOKkYWo2PKyKbOIDVNObg+o/ra6MDVfylFvkYYI0qiAIlo+VngEXRwcNDXQiZCiq+toqfz2xo3UX159m5AWqp/y6LnkYF4Oo6HOY50wIHYP1WKoDCqPpLqvn+4x3pIMBUj1Pex1wjugAx0WmRymZbeewlFlHHfNU5Yo8QqBvVPseYvjfwIY/rfvT0PvEv7JnYe1bdDcj3IVrfi/IeH909+b4SZKBl7wwbdwJVK7dittlvruQVZIkA6hbRpX5XmqcCixOMJp+ReuW0qf8Bl8YsEzvG0D7V3EdIKUEWe16sXZ+/PjCpzzg3YR8dZStuehFG7xgyTF8mggjhOBoql2Wrs7lC8Wwg7VFVSc45AH6/qEjsut8Lg4VAOkBYScQ9iue5YIZ+NIpPsJDKZT74Qv7m+H/XQe//3EvJ1Dxvhtkf3iLNlr1/ajYLQDpcv7MJ0QWhu15vOB1633v8AvCInjp2bREmkdl3GJRX4OgKG71rfAjfeP4T6PTthwAJrPxSI1efJlUaYbaK47aheJjYiM3tg4Z8s6E6JdNFqsSNKPES+4iuymfEwEkHYDHLKoDcT/T2BuhAa3ecx1ccjy/A8QX3tx/x5cc/GXjkS05F0Y+G1k+0fhphmSO4owvaUCdyPAG2nH2QgtvA0R643x9QArZ9Rylm1LXjwGgdWxKCzvEjFbAIWi3grQHbiZMaCgsKCfbXv/AIkAIVgkpNbyhqmd76ODyUWGMMPAoAYehHd2aO9nLtisrmzoYluuAn5k7c5r2V+sF9l4FOCe0nhGL7E0cCOs/tRnRH3tDSFZam0PKLuteMuEBHGM+2IZVaU4iJzs/hszu3G108N79VAIkIvN/AxT3u2jC6zHQuJ+YjwowgJNsqqnvS1zdjGGErV0bhmpFxooBgplZxRFUwg2BVgkqd9ytg0BAgCEjJStiG4mLeFfPalcIzjz7+xzMPPcZnenF901fknJyzQrMyXIwf+7yMCh3cbDzJPzNbqy+eYusmplUOD3istW2z0b/1Ban1rB47V9IsDcbJehmAGuFxG8a7UYsrqzR3CHXFAixQVMDLdytiM3ayamYUKAJh0xQLlraIdkCbpc7IEIgqhAtYhxUZgKcHqkJLKJ0MDAOHWrPqU6UYFY2l9Shau0NEse0brJSxv7MojvPE64sBQSKKoQPoDSKK19urpRyPBvEqUF2BoZLpMuoGkRCBC+Nxf0DBkyifCFSsr05WbCqgKGPuR9PNf9OUxVkNKP7rw/ohuSiuYs2ATyM6T8BIFYqe4e7T/ooxDGN67rEBXMlwZdJJgW1uB/hrY6vi48E2f/e9WpWsMUDUQTDvdx/Dy9L/ukeSoqpHCWNZOxetDliEtf2MNJroKS6AmiVmRap8UNgi6NSrkM3dSDNCWXv3OeYVbshSojDU+GzO0zvd0v9uZcPLywvOo2EM4+UZp3t+S8Foij4GeFPst4rb7QWvry+47TtAhL0UA6k8/e12e8G+7ajVq2vFFsgwgJkMPCrMKGwcbrUajxNHOpp6qmWQorJaOedhcqP1gd4GZAyU+jrncBh5T3oreUqfiBhofQ5X6IN029Ll2zkwxonWOh6Pu3EUHR3n2dHasIpnatjDIcABZMyfIhPnEFDmDaZ4DxiBdUQRbf55zNoY+VjivPzM73VZY4ssyOEfehHBThmCwoq2WTGV+9sjHUcAYwzB+TA5dNZqzgsijzA4M0J24wLpHfvLjtvthpeXV6AJOttYqHqVq8KgrRhpfGF3QiwGrgM5a5qtikCaYFt1/nhhT/WDAti2ZT35egCZgyDBKe+AmHuAp8H4BCyuK2YQoNhnuXaXiVMqLJVa5nwi8rXpf3+U6aCxf+l8h9/i4e3rbqhHu21XnFVWn48VjAjDlyj4Iw1gnntHRJnaMAQ30nMq1rt7/9kW/E8fZj+bfjQSEJo6F1TNvl10LV3OSwBII5K5ZLstWt36NMY+imTErpjUyVFIA8UAG9IJKAEmt92RaNGe7LqBfSehuz2DIvBhTbuE0p7Pz5clhHhX5WX6K4Qko2rSFnfBIqJo3LFjS2cnoOgy0M+BrRSkAxIG8PfRQAC2ujnAbedI0D0ooTBAOtxO6RilWgaMdFPs1KvnkbgYiTFZI92s/cmhqGp61DdMlysw6r9HVPh3HNMcpA8+i/1Os13x/QX7ICCMlZyfPl4jqBDIUuLoO9FWs/UBWiIXJlgcNpBOm/lnjl9MmL3K0QuWoytW9n3d/LPA0U+0YzWOPj7R/3PZTL/H0PVJsxhg0doLWLA+/6ekWmgQz419bsrzLWIga2xiyPDra+iueOlaQ5+1n3jcv+I4fgTzQDsfOI6veBxfUM47+jjMO7QQnGEIWjPCRsCIIcU5W87eUYXRHieO3rDV6galLfbhgrVu1Rj12TgM7l/fwHsFM9DOhxNTGhkmegOPDtkq9h8IQMPR7xjnG9p5x+fe8PL6l6C6g6iCwBZZQAPQskTt6OybAGEy9Php/FIKrgPyjfHy05NLZd34QoFRTG/XZVEAVxJpusw/StFO8wJeHvpR09jejZ7fCXBBz08fLesqN7WURQCMA6gro4tFLhUnDyV2tbY7kV2xAuQZ3aLTs2SepquB+ls5VK1scuEdvHkaRi1QCILWSKFWzSw3rPm5efRjQy7Yec/UGC5z3MkV30iBE1fvGUAhT8tyjZ9BoGbVk8BsoJPMiJ+MAIPzt1DIuyXNx7R8RJSdcYF5W7BsBlHRCuRRGwv3kMK9ST8jb52vgIdAh1iamZM+L2hiHuRgHBEB/StADIaVoAcEaIJDGK0/oKNj3wtKUYhzTg0ZEBke6GMGitI1bU5VALHPNdJ6tEO9zwBTeNoCzmHA57JVcSIxMEKGVQlTNxINmCpQGThGB1FF2Sq4mUHVe0cf5qG/vXwykG+cGMMqxqg/b+s9QRlA0ZsZOnc1xSE897aUGX/68Qvgwdmz7wsqV3TtPl7FU2sILy8veBxH+sSuiomPmaQlCZBxKm3aAC1Q6VB45OIQ8O32k+toHd/YBllnpvQzvRARoTg8ZLtp/MYQfkEhI6hXmWM++kiLu7VmkWnwrTbtvNyAAZ+HWwWYFbUKHo+HgUw+z3+JF+0f6uije95Qt30h8oy4OEGvp9LoNDKsauC6d2Gm4XRLNY+pQkR2T1Xo8JSz4HGLtLjRcZ4HeusYDgRvZYOwgCsMLDitAuJWCm5bhRbbz9/eDhTaUViBatUkFQySBhJgqzteXm6WqlQYx+OAqmJbjHaFcclNoDJSFsmqkG0buFi59+oVm8gdQKUWA/NNuJkcrAaCqpO+WiVKf19gSauZfRRzN413IvTe3IM+yymzc1OIr3MZA/048WjG6dOOloAYYNEk+1ZwjIGmM1UNmKAQAOfNQ4JJvPxOfl5fzn/SEPJfmKbrZ4Fj5LCfarbTolaMtmAjftN+CO44cbRhFdQ2yT7qo1v4VCHnrWQrnHKc4GrOkTE66rbh9nLDpx8+4Xd/obh9fkVRNtJ2njymRcM5ZfNdhoHbpG5oPq1VAmPjMsGf0LuieM2qJ4UurCGUOrDfkDnRoTfl3hkjgqkOBok9AZM7c+3g5fzCbrhi3jvmW7TvW4eqy6jvsUX+8Y6/+U//Ff7D/+J/Z7rkmuLp36fsp6vNFrpJKbHeZUZA+j1kzJk8OfXeg2fftOhCj8EEB9R1/ZTx3ynrU5/KS676/UdHRGPHNUZLQHjtU2czU8HfoKkFid7imfiGyTH3U+IC1eGFVCj3g3XqhjPK/nYOSEPfcp8lIANWIyr14yfHpj3Xju3js4qtkmskYk6biPxJPqXZIbbnQNFay7TxPix1zTjuAPWou3DqF96g6A6QAcdxZsVHOJvW43FikO8Ttxv21xfQtmHfCvabO+lAVncEMJ2zlIUw3MfEHVQ5S1RnpUrXvYMGYZ2bqS9/h7r8S45L5L/raRR6ffw37FWa1wQAN5NkNa+hiF5aJpw5M18xRrfo7uVY58ZwucVs9aK/5/hu8Oib1QEypJWWDl4b+b7HQxA8K5zznvQevc/SEhfrfm4qi7C6CP6PDG4sny3pKe+OFR1bd/L4W+M+sZn5A59f/xeBV8/tjPeK+/u/pOUXyOgABogGpHe09kA7D3AZ6N3S0UY70c8DfZxQHRCYsi4DGK3jPE60s6M6CjwE6GICSDDQOiDCAFWrrH12FDYPRWvmP+ublU88zxP3x4FdFXf9in6c4GJo+VY2QASVAO2btcM9RLXe0Ed37waj7K8AbaAiKLxZ+LGGlFj6koprXbOfrfDckhKwAH54unx+P29BT9dQjsHTdZf7fXBOfuDifOGQuZ6m13uoPyB2Ap7vscoxKsb/crlnCEOE4RbLxDdzVbf9Iz1rIbGFi1gCsrz6UzNTf9Of3nR/zYMA7IVA0oFukJ3pCi5y1YwODsPLCdnVDW12guKikqkw78QITbCEaAIeNlbq3lNFZ6sCVDjSahhjGEcEgAzhH2oADTsYG2+SnhOY8msKHEO9etP0KK3v7+G7ZOtFV6V2me/TIAeCfJBWkUgFzOJl0oPsM+IsbWatJa/nIlrlsSnfqoKK7jwYDB0do1s0gaiB37WyeVOgGKOhtQZmK3NvjjebuTb3hotfS4k1W8M8ctUNhbAVVD3ipw9s7P3jgKk40WFWdlQrHRteVlUBM2HfN+y0g5jxuB+ADpRC2DYzuMu+gdkqKKnOFNFPL+ZRexwnQBa5UTcr101apvKJIOy2iItSNvNL1A0oFvmGIaBCqHqboibHa4Gf6NlT5nIigMhZCg96ngYKrmHlTjw+LEcwldkY9eR+RtwmFB1XhKIZIccCPvI1YrxQA0QCizxyUtn1ULVImXgD506xCDw494q1KKOfnPciIip/7cPSrDzax9M0Q+GekREOJ6xGaqwdT8eEmrdVjobWTpAaUFQ8SlJUMUJuqUJ7gKMnRm84HyfO1izCpg+vYKqGR42O87S4GKpq/EI+VwpMcb/tCqmAKqEf3aBOASLFYIhAm+K4GwilxTzQ6g4vEcUYPQ2QyuwqnIEKVK3Ud3IvPI+dYjqH2Pqqe2pEpNMbKFbSuALMGMpb6PQ8x3rUboTQwdESz+oemdh7gwxBe5x4nA2Po+E4jVy6t4HeLUrw0YE3tVS1ExNACsBmndleXB4EU8DJv2/Ld8Akw+5+n/i3AXiB0WtGJk7sy0OAQVN1LdWmTvMqbbyktYkAb/fmWIlChb2tniYS6hMDXAiiwHkIUIBSf8TZTmy14vX1Bb13I4bt/wRCA8LBUWL/4PoC+ziI63CFBITie1GZ48VAkmYPtTeXMQsQkOk+WJ2gKX+KkTzdFlsgmWrH+5SWkDvpcZ8Gm/3k2clhQMezIt1XxCtnLhFJT0dGrOT7/3YO9kg/IkLsHArNyrGAQhTYqvUFuf1l0YIl+XOEYVxiqSMGN6EdhMgSsP0iDPbAB58PVUwd9CN5/vfgIDAVwjXfAJrxgSn7dE3MkzQFASRlhQDSPJU42+3pm0ACO+wcRxFxpMFDGIACfP0QudPS7pQAga8rMxVi3BCdn+1fmVPWHsuuxdT90qwF+fj7ml3mQvE1wczY992ck0PQ1QpgWCFmBdQi9cfoxn8V9Avw6Cku7oP3yPbgOtKB0H21DxBXbKXitu04ZckgII9i9qVnOiw/6SaxH1xtpwAEU6/RdazmdIvIy3B6XM67eO7me2C57+QtRf49zwkbIr5zACmKVuF5vAx8/SZdxAeHehZJj0h2Nd03oKqgVIh0yO/Vm74fPPrghhmqDuQgXG3Y67f5+fsbffz7R8c6uLGE34FHfl4umHUnWJXcb3znCum7z3JNL9cnwLQ891svGn9/NDbrubr8XFJqroe7mWS4YtqhapXVhjSodkhvGP3EGCd6P9GPh1VH8VzV0cS8aWdHO06MPtCH8RYNiTG3dxWxhV62FwCKJh19KNppyqyoCeBaONHjMTqOQ9Bbc48eY9QOIlMe973hHG8AuaH0MrDvN2g/IP2AuoHMVbHvLyBhQ7uidBUhkqlToZxjYF4OhEERVtGz1+qjI8c6FITo/w8H4mncPri/P1OD6Px5La2GWM69D458h2tLzNNKuWFcQy6Rn0ceukARZVaNX2J66Yeum9n8CUSobryjP+Pvvnf/gx0ZlhtRWyAXuks50DZi27RrREBckwQ2uRIi2cYr40wQCogwbEvZNM9KPCMUqODvKZe2TQXMCK0JiGoNKYfs/nEOeUQSRFG3m0UzqUKHOvGgaaWFyyLjkMBhTmuEkbZ8F44A6wgE8sJMxtMbCq+oU8UtzNEfD4B9F3kboXgQAOJMjYx+V6iHZQf/l4dga8t+VHVPuHO8qaoZj0wGvKlxKFB1w8Pfnfw9sk+JPSIqxEkodgxltQil4kHgukT3OZCIlx0yzAi3ITceD2LCbY/KMZ4OyMYHsLssDVlofGaE2+0GcTSGQGCqloJGZAZSqV7uXRHVWIoTE1vvR/i5HUVOXFQL9VlE5aq0uOJyESZPv5sh4SljPrcUgOSKAUILMGMDl09zz9ToY8qUSHIGcopwfZ3h3LFO5/ZcFjBbnRZlIeUOfi2ait0v5c74hzhC5qvYXMYFZPMj1t1Y9Q8gEYHgWJGRezcpAyVK1RtINbpgqxZVN4YXs+gNozWcraGdJ9pxQnoDtAMEtHait4bRu3u92fdugQ6LSq21gMFQJehQvJlXCUSE3jqOAwB8TuqMM9OcdzSjhLqk/KyjO2ATEQRLSog4cFjYHUPRd5z9arxglnpqIqU4wTaDPPnrmsLhhrvrJ+RecauMY/dmZyMSNd6fdp4YreHt7Y63x4GvX068fX3D168PvD067m8dbw/BQy1d7YCBQJftHFf1cf3M1tL1nACNFpgiz42/C1tQOvnWFBmqqzYbcl6gWSQsVIiYcr0p9qDqUeeM8p99TNWKqiZ2ogK8vR3oo2PbKkQUpVbcX17QjtPnRgDvBUVtL6LW0F2mKRlQP8ZwORecQb5oA6tWAL2bo8GjpAGbe3HfeGHyxtJg40tq5GRPTx0TUZnLtQCQaNlaru75uHTkolcOB48CXEq6hNWeWMb9NwBsXw/XlT+wQ0IfyfQpX/sxv+wz00EiEpCABAUm98862z2CR2WKxPkwAO7kdBtTLuvYbh7FXfKKP6NLCWa3kOqsQPvupKe9bH4MLDxB1uplvQavVvTgcr1rXxOgKAwMNV0k9zDf3ynme8vplFHYUBg3UZnpcDrlb+pX3oyoQjq36dQ2Mfku7TPmYnoZh/2C1FlN14IXcLFoKSUBxFLHg2OqBK+iWvEI5tjHNYGe6LvCjMEmf0fvSKeVOx5FzCFiNpk7WiLE0teYFTYwBsR4c8rBu0rleOfrvHk/ibJLPlgcuTYCrFuuT5sj1gqZHime0TDvbfoLfFy76BI7o34PXH6a9vNxe58P8ZTGmdkQa836cW2L6cs/e0sAf0baWh7XdfvnH+uCfVqcHzfk+XrkxHENdbY1bNv0NCxb+CoNaPnueSKF996/o8t18znZ8FX59vebt1sn8NM7rOLnMs/1el5WHjLlKfiORAakHWjn4crRMK6C84F2PNDbYdVVEtgZOFvHeTScR8c4zSjug1ArQb3aj4XFA6IEpgIuOwQeiigDrQtaF+O+gJXqjYkpnu4y4CHqxdxdweUpY4PyABfGtt1QmDD6qwFe7QRrgZBFBIzenBB1yVu/9M/TxFHMcXsemPWj/Pk0cJeSofH1cv2yyeXPsOBomSuEkOKLwFvnQJ6EnzvstvNcexTlFNUw0NcNA5GC9V6JNm5JnlNUzVOSUeTPIGncdFGGfgupIc/H7z7/gP/qP/svXBw8L8gwTjyKRZfBjBLXZABG9bBoEYJ0U3zMUFsJjgFTBTSnTDgqgyjbnulVwnz3V29beDOmx50Q3nxrE6WitJKZW6i406d6FcM1TFmfNjKsvZCbGZaUmSn74lrLAiPnEyUEqaWouJdr9kF6v0jn59ALaKTLnEljcXkfHbB/HIvHgU33Yls/dj/f5q2oeioOp9KUc9Tf77If+DkSIB3BFC/vEAFZxSeYd4eLgS5YDFtRxbZVaGHjmSGPqPFH1urnA/nOIHg02QKgeJdzcW43KJAV74LvBuYg6JpjrQyPsKH5osumzxIJMogtMRX+2NMSQPRUv4ucS3lFIO0hWGKgcwyhOrfGdSuMfl3lLQEXrrfsljn/51pd2uLfW6ofz8gFqGEtvn7NbjTgIw3evx8N5e90zDZMxe1yqDrpF2Fy3z0pqQEi5ZyKz6NLI5oh0jEdPBrDAKBuIMs4O3pr6O2AjAYiixLurTloXnxoHPh2LpJ930B7ASljtIF2DrStgwsw6IA4ufuaWhvk+lHBsFSrZmb3hoFgDoSJc3mE0RRlvksv0KLQql7OGLN/dOkX1UxhYZ68LOFJnRUmNdPUDIANaNQ4GEWm11o8ovo8T7THHV+/fsXXtzu+fG34+uUNX78c+HofuD8Ub11xYkYOeRG1dzv6e4k8z43vI9WNPrhuTcTIwDVQGtarJhTyPXGOZY3Scg6Wn+HssOjSp6koPtd8bzuPILVV7Hs3x2PrOB4PkwtRGa86YTlMZgsBBbvdRHyPIdMNiZe3MCGNQKzEUy7Fk3VzjEusf98nY44MgVWP0QkGXTpniTKKa9Qdk6DZabSMjnUOEu3guBee9Lt1UBeHzOX4eX3vH/OYQNAqezX3Zov2XFPr4wijFJn6bbKEF7BJk9eIE6AK3UpSZq82JTmATFGGMHW5GEJyPWZy98wWLS813/Ay/5eP516UIFesEcrhfX/hPJ9CLl8aoe9AsXecNqrQFchkABIU+7P/Yx5GZGQwG82XnfprzOqxKEK6nkehiensR29QjoufHpG8wSkUdg38XYWcC9Xnh7AVrcg7sEHxITMMPAqnVUTbOmWEv9sVn7H5RP67DMusoa0uay3uMzs2eBEpb3jlF7pK59BnQj7q8tk1/flbBzn4OO92lfQTePJ/usiQpe+nfimXe8cEmsE4/p7P98CTHqY2V5J3K5qx6FxzcqwT9WdfGcAvTVvLB3tTY3Py5uaE/pnnr8NxWZjvFtfPXatp92T6RS4mFziq87uPpECOxfuBWfeNKVevAul9qz44LhvQ08u8G7BQjOL8mEhhkc5JL57kriqQ3nAeB47jYaHcOnCeBx73Bx6PuxFiAkYOTMBIz1pD80oqTAWtu5Hn5bWJFRhGJGdBUBHaTOhD3eFCUK/WUQqhOkmiqHljCPA8XifGfAB3FYxzA7+IcdGogkvFfjxwPO7g+oINxbxUY+A8DuzKYK5AVNhQIMuJrFpYDA3NDewCMqV01PdDt86HZeG+G89FkOZ4LQLsAliqPp371BbCNa79+Uj5EKbIQh5P0+8fa+iyuS/tmjOcLgpmkBdqKkZYz8qNMACPmLi/QdwIAPDP/8k/w//tf/jXwNIntI67miKzVa8QIVMhss3SQ2jJ5nEhgvQOkzgRkROADfwzA4go50vMnbU/XcFYFNCPDFxxhRm+eecUEk3Qgdadwm9ONMWDiiTZds5jHzBelOJUBp2LYoJacKVhXqOpqDlxosx72EZgvUFJHhoNn16PkNUWTWXA3OSnWTyX8SxYCpkZlIBiTGVRPXUPy+YIkzM61D1my7MVYPe0BDBOYK/wyD6rjcyahkDV+VbY3sVAx2Fet7JZRbX0bM+0T/slxlaXz5/6HWRivU/OLC4+ZxnmIfdn6pgKpaNm9teytTEIY6misYqcCawpYmKkx2tpvz0v2ZSgeuQUm4CkgsXbHAAS1hgPev9jlaOLAvpeOXtSlmwTcg8nz3QmNy6sq+09rISvCVMi95j+2keuu6e1HnIgTiJ4uv6UuVcFBABbPxRHqSOV1sLO7Z3FZZStk4EhHUOM9Dr4pSKiRkRwPA5TLiXAb0rZQkTYtg1bZdSygcFGFN2ielnFqQSlnqkl7Km5SCDHUlpKMW6jWhjNp5GIkaRndVCO9LYBIsYoHUWqcxF5P+ReNtP2bFlRRhgbNhDr1vfKBLHtEFXUzXifgJ5gmTig1ZrpRo/HicfXr/jy4xd8+XrHl7eGL18PfP3a8fYA7s1S1br/+6XZSOv5tPz8llrAcV6qEepFGxZ1qK7L2cY1KNhWNZOJUKtHO6gBRqtvi9nS3AKnZpjqpWq0fSCr7BiGiIjgPKzgCrERWQuAkoCDjc3O7GA5gVmyOEvxtR4dY4X8pgyfMs/BCMAAT5rzNqMnvIqfzReeBNiEQN2W9eWdFwDQun+vgwJCEnWDXAUIXXDRAZf9O/TE9zbob1B5uoinRWl02cWOAkTUyXK2iyzbARLoLwzogKhx35Rq0bZ82Qt8XMu6W0Z7aO5b88/UeedpNHWQuGc8guApadfXfNf7MVRCQRdpFS3pet1PHg4i5DsoZpLE0oZVR7hMs1RR7b/53n7PrjXf95l7Sl0IsO8dIzdZ5F6yRiMnwAdcdZfUT+LhMzI411a0Tm0uzJIbNkcuDtvCVkQm5Y+/my9FWyoDKsP1jZDtCyjoJ6rYeUwVDEmAMZ4Xjqh4Sr4HrTqmXHSz67qMTIE5PMAKOi4Yx7vjMhrvvpttm+M6wR/XPJ/0offpbsBaFXcZridbTP3/ClU2eo7FoRJOlnxXDVFFc419x/Hd4FHvHcnyTjNaIcMOof75ivhd3jrvlSwGREk5dEVAP0L8ngQDTM5TeEQEmcKUIWS6KLymUVzbFZuFqpfGXcLHYyMjQpT/pNDqI3ZwlUKrxMjv6Dqqaz88Awjvb7T8vagRai+uQZrtUQptdJztwHHcodqgveM8Hjjub3jc3zD6Ay/EqKUacSEZ54DlthsRbq072qNn0wQwg9IBJYsGNuPqPJpVUxEBqBifQbcKbrVYRba9FkQFDdJiecBd0bUBOtD5xI0KRArEQ/aJN1B5BdEN0B3bbQORVYMrtKHsehGCUCRRZpbUNq3CQRGdY6KYQRE5JmtXXzfM+VOvJ8bYLvPswxW3zOmL1ra2P5WY9/P7w/Mvt/f3BSVhnS3FmXKUG23cJpQ9RD+64QHb2CvbxiJqee3MftEi9Ga3/QYVILgirAIWntwuufkBHDGhYiXjgy8l1oVAIe3AcQgqE/ZqKUm12r2qVWZHFwvtj54ZowOoSNRGFSLGYsHVZIgucyUjUN69gPV44SkLRUYq0RL78pI2NnPjI8rM+XsCHFgOWXdI7xtVAGK8KcEHlJaCwNPiDKhhn3MRHWVgg5d/V4+aCcNYprf/sggJrkjahjWGeZbtOlNsxOXzvlcQGSeDggzsYYHQm7WnDL9XBRkbiPdJKDoxL4JcVxzoIwNrAAPJPW3QRIgpvwovEZtjZim3JWRCiYoyH0xEV840AO5ccU9DUgkbbdZmKu5tBbBVX7/Tm6cyUhmaShBS6TKQNLy1AZq5N0tD6YONE2y+zDz7JW1I1QObJiG+pkJiL5vV5GKvfQKPptI8vZwRIq0SHAqxBa8g3/U+Nj5TmYtOlIg4y2lcHAgkiFK279c8xsP4AJkqrIycv4gocA6kPgEAqV949MKIvogxZRRERA8AWArW6CfQG7ZNUG8MbQJ9NLT+wNHv6P2Bc5xQPsC7gJWhJ+OPf/oT+tlR6wv6+GrziWdlyForAONqq2UHU0GtwwtrKApVNDC6nsntQUufMzO2fcPmhNgvry+gQpbuSZyAk6WdUbJFG642MKRkZIKJDZo6VWEUAXTTlDUrXwkXXkpL2x4nYhWDYqUYJ5M9r3dFO0/0s+E4DhzHicfjwP1+x/3tjrcvb/jydsdxHzjuguOwgpkBGEXk0ZqC9ksPgkmuNcJoNS/ivi6qM1BtyORKWlWR2DtmxdHF2ABcpqqBjmP6NKKrgx+pEGO4oVhdtEdVeyqc3G5EhNYaaq0o0lGEQSs5Whdw6aDGmXZKXFHEHC9FLMpcYQTbm0znX0QV2u7xXuYFl+AllQywtSQEr5qw6OwB+tPstKxS60IpIwExz10jjyIag5YoUSBlWKTRfUgO/RtTnVIvcRkb4IDZYzaXCk+QJk9XgBNlmbI75BNgFaEATwVfTKKP9sxIfyusqFtBP6I8OyXw9M2IkG+ryh8c01Cm9LghffRxv+dxij95+AUX+2GK8nTuzq8+hBcyQuZi/z3ZNwSfTz//VqoWfbSp6adTd7HUsnAUDx2g256gxru2qetP3t+R0mwY/HC/e4z3nCe2n4ddsb6pfTI8fZuhCDUnI9MUwBBLZvfKa5Em6iIfhSmZSoy4W3O5M2BA4Wrj+7usNth77eJbh+maw4twIPoqbImlvz4yI795PIFEtt6mfvzROE8aESwA0s8fw6NJxxAriuR0CZZ9ZHyBxq9ZElAa31kE6bvBIwqyysubzQlvwkScPNUXOgeXwfOLLh3/hLQ9f/bTjaKLAv3xKb9AShPZ6i+h5k9lJRDNy5j5hMpw/Iw39kX1bKQF2WPM7dQIdLnGv6vLAjDnGLSLp3YwVI0LgFhB9AC1H8H8R9y2r9Dzjh9//D36j1+gX+/A2x3tfsfb8cDL7YbfbZ+xf96xaTUDuz8w+oD2YSTDodELACVsVbG/vEAH4fE//wgUwu224bXuoE3R+8CpJ1rvEDESXO0Evu3+3oCStVmF0cGpGPPXf4OXF8brpx+gvQFnB5+CF2FgEPTswHZi/yQoRaEPALIBWwXVApRi8MfoKPo7G4sgLEZPb5WXv5pZfz50oJpjoEO8Qo2CbrfZ/xfwB0iG4MhpXsd6VV4CGXUh9+5+rlx8jxhbD3ukXud2CE3CNKhofkfwd3fiGmJAnbRZRVBYUbzsrXSFtg7Ft0qz0i9t8q9yZDh1KkXe7U/vJOI8OUTYby/Yt5JpmZ8+f0Jhwh/+zb/FcRy+kTLqVqd3RAT7fkMpBKBZCL8Q+mLYRjsyJawwqm/MF68UTcOHKzvIa/NMHTxIJSDkxarkxn0SbJYJoAFQ+ljkEylQgKqc7Rxe+rvUanJm6U9yoo2RoBAAKykHdC9K7YCTeB46yAwZI75FpppAgTIYYzAgwyr1qCCpJUdHccEo6nJQgbJbKgyKETIqFMxGAAuu1p5u7ZARoJpFTplYdkDbGMVTDO+fX6z5DSYXdQbMM5OTRcZk8iEYRrhbawWV4i57MnnCBMHi+WEEnGKfKaYXMHkcCCbsV5lBxg0CX8YhZ9Q5IVRRMEFSUjIgGFjmj4NdYpFZJB5CwATzvKnn5IclKe/30GUux14dRlz2VCo7vj8zrFCmHBjH6dwpi+G22Fe5ViQi4Ly9nrpkbQRUIgIH+c6h4PEvIJT8hzwuPBKrYpsRxFNuI5wdHFESDAyvfkkCi9y9rvQw7EBGOH283S3t+zzRzoYxvELgmLwH7Tjx448/YgzB7bajloIHHMhmA4xEBmjbAWkQmLEhUKAOvHw2jkJrwCcQfYZCcfSG+9sDqoqXTy/4/MMn3F5ejENxdOz7jkdrYGLcXl7w6dMnvOw3EAh73fDy+ZNFK8A4koYqznaibMUqw7mORCPGvaCqA2jDCPVBHURG6n3bb+C6W82ApmjHQDsbijJKrTjvxpekQii9YLQKFqBCUcYJvSvaF+C8f8Lb2x1/+HcPtE7ow1LFOxQGX5s4q7hGHxUYufVKij1wrchW/HuXVoYZ+u/bMs68nFsA0G77A4GsdPVdsqLbASt2wmT72nFXiFOFeOYsFLAy2gN43XeoNuc7smlXN2CrFUyzBHghf6cNuG1mE7xsjAoFjQbtD/zhj/8W5fa/wqeyQ8U4tVAIN3pFKQw9BU0FvFWUsqNSNdB/uNFZFYUZKop7O/CThwLaAI3yqUMAMvAKtxvSCpMx98hEz6ZzLY+tIgnqESkxrtdxdpqDlYQMUSmx117BdyKd+zDmXj9TdH87hxnwljnwkf31vAeslb+sYqy7N3QSKzPHrMel8Ird/tnk/vhY/aoGWpGrzWvPTqM6yIFBP2UVPt0/wEjoRU3/qetj+wWQHH5wYuugj7A0vtiP1X1m5NfbS1WyRC8rrKDJA3nto4gU+fi91n04VMLVERN6D8SLUpA/fwiobAmyC6LqsEeltDNVkUgdhyrksrdO+5uI0THbEWAIYPxJY/SFnFnzvUox0mxp3e9DKEro0IwGJWyodcO+75BQe8R5kZgAqhZ5TBVKvHA0296oTpgfeESqVc921AfHc2DLqrNbmuYwfS5sDV1X9woURd88RzxptuWSKZXPu471dx8BP1yAzNl2JsKHMNF32nbfDR5Z+DGnsvJeoYxQZgJR+g8QTPEX2/snB2u17NfDpMjl2p/qx9X78EsOmgvhgmCuQM+zBhdr/Pvk4bxmnQix6te/AUROp64bmZqHL6KPpA30s6M14zfQ4D3oHa01nKd50fpxelr3wOM4cH97oB0NqoJSK7ayoTX1UGAnYc68YzdsK0PIEO12Clo/vQTwmBVLPNpIRFBLRd2Kp70Y8gwPP1RV7BuhdYG+PXAeijfuuN8VqjcMLfj0A+HGFUUaKpnnEgRP6g0ghEFcHaRxT9M6TzhAnVDKA0yg2dcRs02AW/XLnHgePPLd4wmkWSfA+lmJ+eL3d8KCC1hKSHffmmo3Fz9ihzSS3ou3GjkvIBMomXNspqyEZ9g+9UmrHoF2tmVDDB4YAFqsAsswQzOqgwFWvep/UceypLdtA0sBzsPI3R8PjLPjzlaZSlTw+3/zb3Hbb/ib/+Dfx3mcOE9L81AoqBS8bhVcinmtu3jKqGAOKVkp643wUKsixkV9zs6J5TgtiDgjo+J6RIjpIiA4gAkgx9miqFYlwomiF7lC6PhgQgNUc77N9CQA5JE6MG+QeQBtvbRmgI16SjORQoWsTLe/QExB2zAHGAVagH4cHiViJ7AKKgNci0V/+TrlCtv4nc+CBE68a+vfnM3ueXagVnR48I1xCY1uspJGR5GWa4mJQFrQpGJgkknLmACIZe0aEbm9A0PVPKjsBkSCteolqOH8L09hjivPka2z+L5NoDn+JfBYLvfIRvJ8JhQO+JNTADkXllpUEXtapaiDE65MDhGv1rUeFkWmMmUPkbrz6NkAACIdJZudiuT7OaapnF5fR8TkqSqs2mepQP9qQGLhTLlpp3lRhcyUzlQctugYkebijxBJfL/2wew5Q8OBwHdGq+sTblwAT2XCMaxvhW1fKwwei3ucveLaVkAMnF+/QEfPanMign42PO53tN4gY+BoDQBh33d8fnkFyAoHiDv/at2w7QYqjdFxPhoe40jS69YbNhgAY/xelnpQmPHyYg6jyhZN3LsVyCil4OXlBbRVyBDcXm64vdxQtw2lFuzhaPrgmAY5Lcb4NaJShmJ0MzQUinoznXUzOBVBuNp7Qx8M6g6qiXhEtKA1q+54v9/x9vWOt7cH7m93fP164O3+huNxWEUzXVQFGyG8AthxBYYCFIoVLJhk2ms1tniNoIte1cCQCIwFQDLLyQOMGYUJW7XtICqpJW4iU94E937ZCHUzkt0iA7fbDdwIqs041fz9dNlxCObU2PcNpQK9WVXcre7Yt2rAkOsgcp4424l9t1TSSGmTPlC4WPqSAjI6TrVI4H3bQKVAh6KP/mTwYMqWJ7V+Ta9i8j010qYjAjMQASdhp+iQCjs39PkAjpJvMNaq64dDIVpAtNl+FMRT1hAE2BSmg3GNzT05DNWtlHepVL/2EeuDFhnu37iMlizh/u47kKm4PmYqw322bO4ET/UjLw0YAA9FJDYWU+jJpksdedGn7dwAMKa+886eoogutlUkfk5GxmhUG/ZnIUCGn+ur+M9i2C/AEDyKeabqLz0apgOcozLf5wNgYLmOnie+v3nwtwGWDgp46q/zxo2V85HEHXYWaUKlJpAZgEbqLI7apd0A5zNiAlG9yIamwXOn4HJmWmmMk+m8Fn02dNIOqMLBI568rdqy7RGtHlHvBHXQ0GxbZev4dL5xdb3O7OXszVDGo4/DrNGZhDb15uivObYfgUdziCxqO/lmEeO9Ss45Zw34XHhm12Elv8pJtZ8n4kW3/5k5+u7QsAZCLzQb16p102VMvvf4bvDIKgmR692hBC0h7nOkcJ3l9OHEzxdKIGa2+tvg0lVwzXsvn+dEmYZxgkCXNiIFwMXYDiN9jU6I9qVBtliguvzz6P+l5My3j5QY8955rOH2tssuyiTcyDPBUHR4nn63qmdng54H2ukVVlrDcZ44zobzaBiDwFXt795xjoHmRqhQzfDQIM8MIdAcJDCPgkGDXaySWmstRsJQdDdmRusoVGbb3bCTMTDUoxp8Y27nCWZFKQOtM4h+D5QNQgwtDK4V9eWGggF4dIRlvZsQtJSgYV7JNcIr+3H5M5T4+CBKKYci/3ztTx30zT++cbJ+fNoakg/EGp9KVAg8v8X1mJPj3dexvr5TKmQazDqHs9kucMie+YtQ8H/E40Nw+8NDnfehoveOrz9+wf14oJ0n1BlCZQheX24ABHWr2LYNtVRLaVKgdQEPgLhitANnM/4PLuwEgSY3R+9QVIiH1kf4NTA3MaIIzRcDagJE0dzGEVxapVk6zOp1EgcvuFCmAiFKrVvPIGfHU/dEVFGAk1FZy8Smb1piKa3kS4VhJPrYbLPr3aKu6u1T5rjHg0w3F8d8Fe1xN0PC9xVxD44F83k1pIKpNWoUqvZ3UkHvAmbG7bbjkouucC44tcvU7qNwsm+Q7z0Wtcg0wGRE1BAC+h1MjIEd6s8nwNJ2toLCFdrMSM0oH3++iHgluOhnj4xZ2vc8Na9/P29G66HeHxzaT8oJDWW1HQZWcHHU0Ii/IZo0SqDJJyWqYB2Alg+etXjNU8JPpVFz37628xpiPd9mRtC5SONJ/KmAZc6ppTdge4UMAx7EvzSg0iIZwnjj8IjGBuwakKrMqtq/4sGrkRkpa6FjrOJTgQsvD9My1j7nmYDOT9e6QssW9Vc8EpcBQBSlNECBNgbO48ToDaMLSrG0PtEB6QaU99ZBqrjtG/a6O9jp83pIVmq1dEEFCYN5Q0QbEAi324vJu9EtEtmNmVoFrfeUVzIEo3XHTBWq31ZFY+4MER9v5FzMc1TRx0DrbnQ4TxbUonNMPxrWhv60t8IiKXQIjuPA/f7A437HcRw4PXpLn9cCWWGJohYhtE41r4v4jvw6fo9Y4+BJimtXqHlVKUPbrPBIJg+Q6RBwzhdf7rFe/N/qE9sKUKuRUxc2kF6ZjPxfBKM4f6YDuVEYwjhPzAbY9moVdbvJ0aigBBD6GGCpeBwPlPsOooKdCEQFAov64t0jdgF3cFq0CzNj84ij4ZU32dFhd11a5GHo+7Et9AFVfhJDajICWCwt9fRpW2jEY0Z9B9q2/nu2NQgAi1X8pUj/ucq9ayTm+88u7fmNqU6WxmJpwCXk0wff120FHADEHggAARQ4yBTiYwwYwB/7os7IJbvDdddLfeOjPtIpDzK9M/So9bwnR0dMmUgCULx7xdSgI5XM4h6utuUlssTvq0t/5Xssl5EpD5fzords/9aFuye/dDmDOSfXaRS299JP5A/TaciCoLPgX9gQq3NiFaMU0gkoMtxkk7w2+9Jt4yWu3lqkAlWGxz/bWLutIO00ueyBAwJAvIJq9EFwZUHVI75nKQCbfwb+S/HxV5h8LwAXMr0so5OzC0zHWECj52MFZS49nPeZOEP08XKx/5CcD1fHYHwf0YjvJ93zNKcKECa+MtfKPPPKT/RtYbKaf7FPzz3FoyBTh3z3mJ88vj/yiDysOSa0Nc2e5RZthqiTGUIZcnUZtI+GL+SptZqB95387ohwwJ8KT/xgtnzL4E2riHDx9qbAAKamfkVn81k/1+kBbM3EWP/5dE5OCPXUqFW0up7plSiSgV8tdasdB/phRNnncaI180KK87MwK8qQcKRgiFq1NBG0rni5vSAwcfPYGf+AJvcFodjsTu9m2DQm52Z4YxjxJapEiaYSKjDujtHhJK8errwXUG94e/sR+4+vqPuGum3Ybzf0dsPWXgAVCNxAUkKBuGCOfHTfpBYQaNUrUnn33USTtd/nk5MH42me59/X4fj+IzcPev95PFvXUV4kPNEyDwkrcfp6mz9LJ/G1FuXk3x/r7vT8zW9LC/qP/4N/hf/jf/XfpReyOMnsDK5Fvk5vzpXDjOrRVCGsyT0iP3z+hFor/vb3v8fvfvgBP/zuB4tYCpJxNZ6gymEaBMEegUu1EHoi9C4QGlmCfd3QbYRNqbUeDe/vAKimshQ9bQ4821htDc4qOXZe8Y3M5o2RQ8fLU+zn8efsE3totgMAIM9g4QT8xc+ztS22tlvHXR7Yb5uFwCOiklxGuQdJRCxyx6NxZHSM0VEWT5gpaaHxeFQjOVcXw6qhLRVgJEE4IELYk4BYDJy6bNYKB3bmOjOfiO0FhOaKxxpNWUDoUC1eWcQeyASorOHSHxxPS18RjV1PiT3BG3fVGOe6T3IVfyEJxRDICoKhMAxB786ZBY+GWddyzCcfnxzneFzs4a5o2JCkH+tyo7Tr2DSbdc2lsQF2D697hjkY2EzmMhOQvHziEXXGvSJRMAEFEFtH08doQAuRIMoE/9qHJgcfpmbpxkSCRbrI+uf5s3ayr1H182zdG1jCrhQakFZsCohAtorttmE7N0hvNs5DMUBWhv5oFpEkmqBQhM73bmWXS2FodUikq6/1gSZedVDV93TFXncwc1Z7izSMMQq27cCA8TBEKmuXDZvaHs+bzv358spTB1MGIiUodLPpNbW2jSHGA+TtN/DIokLHEA/3mXpsRGgN9QprrjcNRx8p9g8iJ69VN6xsCNOIxdVkIFyXPMEwjeDEP5FL92LLRRrcKqLj3lwss1C8CGKARxEso33qYlAPTlWgOtbBAfZ4xCETpy4ZBgWTIosEuMAkX5eFLcJNfP7J896jiuM4sd1P7NsN27YhnDBE4yIf06CRDpEtI5uDczGMfqUASCdkGOMx7+UVOZXMdF309YykDf0bMXiCDBNKApanxRf6eqSTwiNKnQf1MlNXlTHXbDxnndSKpwf9Bg7vW5HJrh6H7xsRMfMtR8jKTxXgESAgKk6gXcAwYnaK/Sb1DqSRb/s/zQc8d2qs93iuRx/H7kkEvNdjY3VNaMVvtbzDPCf2sne9ROSL3LX09UaAg0DWJhXvg7TWKXWFPLoDRwEELc8J3SJBpOyfp9eCpwqCE6iy5ArPFIKm2qDpvFjvoTnVUy7KIlNTpw3wgxZbwXQGUQFnllGsDZ81kfovtl9B1bPNXO72htGbR482j+J3RwMZ957x5pFFLolrbAMg7ZaejwIq4k5vmfNpWZQ51hqzIGTbVII/WpVT1tDspznkWB+gsU8EoOl9aL9/55q/oDg/JSvI92tMubrqkqGXku1/a3RRrBEmwljkUSzH7zm+n/MoKnxk562LjLKxMclDgPwsCKSaIZwrb9k6SN9okD3bldS41/sV/zPPj3MmzAjAUrbC4LnCcrZRZXjfukl81OiLpIrH6fW7d1q4AxpAEh2uN1kNDA0vIMxIaO3E8Xjgfr/jPA4L/0MoDdXJspxQdJhXoA91hVKw7y/gFGShmIh7g2whDddUunv3g8BufYXwWqaC5iltoVSC1RILuqfHQSEsoKJg7jjOBx7HVzzuL3j59ILeP+E4dpRtB20DKDuoGomnkQQoQF5hSlyQAu6B8kpKuYh9CDgkiSJ5WLKbZWph1z3lgzn2M8e6y7FcPg6FTWPDW5Se1fP/7mYftiHaq3lKTtucY9fJFl4kAq7rNafY1bP0zXf7jRx/89f/Ev/lf/qfe8UeTGABgvCGuFhPLgcuFn30+unVwjg/DXA1T9mnF+O/+dMf/4R937FtO0qpqYaY3BVYiq4ZrJE3bhWiCsJrJ+xr1YmlzUsSm4wDRz7uUUEJvIJC8LRNtggmJ86XMeycS8Siy2zly2fw59qfV+U7VMRYyVdVHUhk0xaTg1tqRvyS5tRas1RVLobBknmtgc1Sajy3nTkUKSf8hl6qaYlYdNH02mhmnzIs5NaiHIYbIaaQEKzqlt3J319GKnaxTzjMZu9KizeZIjkmSMqjbHlwsThITcVlic+G8Ixf+vvjeWpLkebvueDWyyWV6Kk84rLG8xr/k6MSpb+nDtsXZFj6U1RDeTYCcu6F7MHk68iUwNz5p6xfo4rjjEhxyz1E33eDT0VXzKzflabBWD21Y3hKEaAOelWomqBelaaUXR4Vu9qJv+ahTLYEAyxa94+YHyt49E5ZXHSbYdExlmqlyQchY4B1WEEpzPcmJpRacLvdHEhRtFLAaBjtYUDJ/YGznen1LQ6gA0DzNOYVhIu0wzEGunRs2waFrXkN5yLbHNMg63T9aoyBoYqWKQnWL1xLjiU/z5cwLH1fTA4RBHjmehJNYMQwOTNqQr8Q1zsUnsoZYRFqfGjm1R4ZST28WtYz559o6EwWNdSAd4nAtPxbP4t6HoUQ1IMYH1z/PPqXteN2GZFtO31hMwBcRC9qS/jAKvy6wgmCWKUkwnmeGL1PHhuGk09HG2xRUqatLPuqy2kDh/ydmhjfVh8QAWqdcwqA7VNhvIQB5KkqFMUUgFloILPHaAJj3hdcPIIKU1dnEkvPJ0USvvm6uwALGhPH5EYibc8H5X+sGEQakox1DYfMW0dxVRuxtPG7LbR/hOMv/uk/wQ9/+ReYnLahh84dInSbd5N6+SD2qLAD7d1pVl9z8NXm67rXhLzWKQopt+n5d07I5xXytEdikRHXxn5wzOtDxkTL37tHfN98tgGWdxAJB42nxBEu9ZVmSlTOiDkdFhuU/IUStI6zow8RsiGijyRBZxC5jPDKdtHnl7VDc80sXURk+4ZorHF3zmh8Hw4fkwXq3LgRycyRxs96metEyChUK+4S636gjwCMjHYlqB/gkY+1VlS2zS0IoEEMZaBmW9gAdHY+xHcSdZWk1/X3PJ1WGMF+v84dzfPmZM0AGqQKebn/L8nSUO+vb4uJOXfy72/cPwEknetSoTMz92mvgOp3t/UXEWZbM5fF473IHm4aGwsQuaQf9OJHRyyGROs0CVIvbfiW0R6fX6JFMJ//ixA/QuY457WhwCEkwPyJ+bXNT3o/tssYX9u9tn/eK2XYlGPLBfYFI0olX/8ND0+/Px7oZwPc6DGysc04OLtxhsQ/8wBbdSH2EN4EDQhA5rCqG2sNvQ9Pb7PGZVUU2J5a2A0tGWjd5k14G1UUxRnedVi5buM4EYC6RTtwQe8HWn+gtQfO9gbczWNWdsH2AlSuMz1G1IgLBU4E6x1IJd14uZWsysNHRpiuSgfNn7E5/dJ93+cLMU2S2HzgXFdz7q1twDvak8s7xLvH1GUCxvMEnE9ZJ1WCvoioI3aPSUz9OQmDsyo2Z7x7wm/j4GKV0bp7mVUGiIpHIhAKmwJo7+hKgsuu10+veP30ilI9J5zYjG4RfP782VLW6vS0r5UmI+x22zb0HqWrQ55NAMQAX4/s82peoTjE92sYtrQjo4uICEUKuDBG2S21flHg83DuApu3MuduhvVOMCjmnS6JFzkj4x4+/3kBCgKk9cBoGKEqQUsBwfuP2c8xUKNsG6QdeDvu9gT3EpHYtcaPYefH+5jCYUoF2PgLWAFh8tSyhWBSFYKShhUAD7GmfLFc7mpAFSms3HdU6vHMp+AKkPCCEyzdoxSMTgDEPDYqII9QUGIU2hARX5c1el027/YCm4pLRJpa/0YZ80xN8tG6bi5T0+EyOTxyzpHxlXApKFwwZOHhgEeBeR5+rHNLpbQIniAxjvOnl3TRskJ8rZE2OVGWfVLXueUyx1F7pQmARmVXHerZigRiRaUCX5LReqxE0kps9ECKjMr9NY+slPc8HwB8LD1XjTF+939OuBNRQurAkfSOPhoqw0jupRvI5PNyqxWvr68gtYorDMY4B6CC+3HgfBgx8bZtqFzQW7cU994tMtMHUwIAGgIdFuFzHBY/01oDCqF7qmEYEylNIvrY5Z+Qy0Ai58GxyqwinHPj0ivZDytXoJM5E6FUR87AYGGAGlRh4LPrIcNLhIWeEylSvXX0s+E8G3rv6KM7xwtlFJV4ZEtUGmtikUMB/qzpZc9mS6p5mKK4+j4bnEfrzqo/8w8w49SCZzySY7mH6oxcCoOSCFaAweWDpH6kuD8eabAEuML+L59IZqDFfhFRulCkXmdywoy4PrpFo4X+WZwKgQDtAioFhQiFCrQQoAMilpJYyIoN9NDnac6fiEBib2zZqvGdqYOVLp/ckzB7PmTTGvYRfwcvWfN8xrAec8DI5JgM0yezo5b0YR+ddPaqRUAi5PZvCCx6Pv7mP/lX+Kf/3l97CqIDG0tzDThiIyse4xKYPHVk1yN0Rjnr8rXtyVHttE9iZrw3i+xiH4dLO+x+UcyWANOn47unn6rrGM42X5/3/ukB8Fzc4QkOar7bey07HwwZgu22ZSGLS0ojYQJ1+fncS8lPClt7HQ5TE+gynyK1zBykpiOoA07EfGlgrI98dqp0tLwUZf+vqXGxD+QaZLJo66U9RMjME3O6kVVOk+WZmHJDXXaMbnuZBWa4bu6yoCig58CgjlHMacSVTJ5tG+q2A1whEjQO8GACXcbTIqMsqtb17JS4sgA1cc26XS+xoDEl1fV6xH2+Z31fOba+ddicmeetY593WlVLl4urThfvQh4BVkOHI0zH9OVmOveE7zy+GzzS5wb7Q4MMzzgIYsPJM66K0PXqDx7y7Yav0U3X+zw/58OLf7oduUku96Iw5p5OH5jG/DKR7DZ+j1Ww5sh/8M6rpIs25mYUR5T3jia4kIYr9zDyQundScUmiNRbyx5iLmnYtnbgOAfOJlDYBrzVHS+vLzN6wdvEzKhETmJmkRCjGbeA5c+Tld/VIA3zkEEl40AZYhHBLsBNcaomYJggY8MQRR8CEUefXxTb6+6bb0cbdzzuP2KoYkBRh5hwLBWl7gv8EooDMFmCeUYVPQvHAGmIZo48xFNc+NIPU6z77vU0hb55LABMKEEaLJbP8+An77HM4XU3CYKCj3dGP/Xba4SIUHzz5+LvSooIrhCV2TXvG/abU4oY5iHb9z0FZCDuURZ+7aNreKlAuuA4GrqIhd07KayAcA7BOZqRvYuYoUbAp9cX85q6cl1pyzExL8okh1QVB30oZYfEGDo5BQdBvZc51kzM0VTGkXnjYlF8bOPIILRuz16VBN81sIb7295KsCRrT8nw9WE/5NpPlBeBQCilQn2iqLd7Ky9GpBse+wCInvpc+oCQyQ7VMOwE+2Zb0hgdVIGX1x3t7DiJADLjF2qKaKTbbNusS6QYFhnkSqVNAUu1zbEOseu/Z9Sfb+ziCk70vBJcqa6IUHDAFTNyLz4BBONnSx4/JWh44ijIl4DnSTjTvWNdu8ImGuLU5i+GP29WMQ2RlurLwsVhvCxqq6JYGiFtG/T0dMdUhka+r8W7DxBrOozE5+YUP1dlKYxNch3A1pMDQQrnerboBEuvq7MbQPk/KQAxYXhFI7IboTAcFFSUSpg8AIuDA2FrhCf3ov39dg57qavczHfguR+tYnXRIYLniZgvSqZ6avpwMGmcHaM3QAdYbe/uveM4T4w+fE6avGImvN3vBgCpVTUrdcPvfvgMhqA5SPR4PIw0WhTs3ubzPJygdYC04Hg80NiqtcWrAZFON40oMzKi8IK94xgC0HAOnfXFL52HZbabvlkYQLU5igEagCCiEQ3ssuhMcU6tavNyDLTjxHGcOB4n2nkm99F62PqzUuWRAsxkKobFUwIPb9VTIhMUE1hiBeowYu0oEBZmyVjOX6+NYDWFcySpBS9XtgjX4bvcCu9GF8UzASPKrtXKMYtYFUnIQKkV97u9Uyl+Hke0A3sLCpgKgpOvUMHr681+973KIkxKGm+9DZxHQzsa9m1gf7mh1AqIjTMTgSuBSvSQr2eXg8RsBRQIrofOSFMD9Yq/l9EXsKoVinEg3Do+5KD/zmV2PABQ8Zf2ypipg/vvyZ3pn0cO0sp3FN/lwPnaloh09o+fDP7f2mGieEm5iX4HYfLKTV0q0/uJPJ3S9K7H4+H2xhRrEZHVzgdOr7ZYSjEycZnrfTF9p8761MpnG5QKvRPzK+deNELX72jenXzvT8N7td2WQ8OmWNT55yY+85GOmNM027ScHWZm7v8xRSIVNFK7A1wqHlX7TiwmiKsAh0NvvmDgFXktzQg8Wu9B5NWor2DX9xwWjQR3NgEQsgq3ACqzRZ/C9F9VQVdgeJra43FAel/WxwRZjCzbuDL7qejawaViA6HWkOnDovxrh4AgaCDd3NnmzloVdEQR86uUVW+XRPQ8kOvgGexJIHDdw2Ot85wUa6pa6Dnfe1yiNC+23fM9Yhz5cn5WHETQOmBpc1y5vuf6PI8m+47j+8Ejzw+2dq4rR1OgXDf3y9UTEYQuysHfx/G0Yi9fLRvCz95mCkyEob4oplP6qKdUPt1TYCW0RT+OFMl7LBMhN6DlXcgR7qXdwZFiC9/TXoIdEYLH/Sseb2+QYdUs9n03r7wMi0IRU6L6IEN4Y2JtFZuHH972G/Z9x9lalr0msvQBLoQiFeJpK7VWMM3qe4AhwRZ9FBXX4CWyO8Sr9bCHiysNjGbfWwWV3ZQhstD6bdvw6dMnvH7aUSuhtwN//MPf4vbpxG0M7N3SWUYfwGfF7VXB9WWKTIV7nqbyk9E5TDY+4fILwe78GpEydFUD5/AAhCQ0/w4U2dqzKCQSm6l+fE5ofSBrQqDBT1WK3gGiF1vEPUB4eg5hGncS88dfpbhyBQCQyQWzMoFe5uvcDH5LhxnAwF43iHbfGPSy3PLg5Rpfm0SEbbthJxgBnxpfTC3kIbmL0czGA3K0AeKCWmTyK7nCYjon4Sw3U6piM6fgAIsOtnnHzNjKZikc1CHDo/tkKjxmmEdFL9hUCQUbhN3HuLdupLSlpJKnixLo4sRz5G2jzagWAjJv3RWui5KcShcMSGKCgjE8TS42q0wT1AE5Ox5vXzHOhttOYLKIIundKvlkxSV1R3DD8eWOWje8vBgx73DvlIpamklvuN1u/k4+1qK5NqdXT6FLSgSFYeDvkvPH96nh3jwNkzBKwhbyoiUzxc2bPDHleIaD+5ZCu5sx5udLjtubX8++jL+1V6nTsrmCGNuIj8mHW5x764tHXRA5aAMCkRna5rEnQGfEUsyry3Kh4L8Tq2rl6/522xYwZxoLnoSZ48Ie1TVTOgGAbd6pcWMxyKoZeoUuI5t2+44s1VGF5nxTMgX9srBNGaJv9uOvdKxOhDica8bCIQlG4rDsAatoJQL2AoiAsQNeLKN0wqkCkgFSq4BlqWEN7TggwyKRjvuBrz/+EV+/fkU/BdoVj8cdqoptv6GeJ1QtgujLF5uTL7cbSmVIF6/Y+sDxOAEAm3vO394eNvZE0EY4jhMWaVJQtoLinEhRramJYKiY0e+KfWsNb1++YPv8efJqOidPRpukQbjsWQEgABg0oNpBwwEjL9+nA5myNjzl76GTp+08TjweJ9rZ7F6VUbcN7ZxlozevRLvdOuDcdf1U7KHmAPiKSZQNH7pnMuwCA5oEwC7mr9ouxqalwa0qZ9w/pkLzUCfRbulzLpIrgJ2XiLywa/x+1haL5hlt4Hw09A5wOSFjTkEawCCxtVeRRR/Y127vgm0j/O53fwlRr3o0BONsYAIe9xMEMo41fxMu5qBEIZxHwyt/AsgLq4iiEoN2A7bAkTbNKGXPMQiuQLqA44vuT2TRTGHArbpZyOn8F/Lc7yWC5EBaOw98vU51OiXW+wKei2jr0yorLgYZ3H7SMFRnhOVv4aDgIwrQcNERCkLvAaKyl6W3zijhoCjJ+6Xd5GlPMoBmEYpbrdZlqtiYYKCvupli+nclQq1l2vg8wQ7ALT4iW/fO3xp60GVOPHGeWmqTuHi9ggOZRoV5eRxRfERHPIcua3T9G+yFfCRs5im/UlW4gDMfw2TPRwAKFqGpGEOhLcDSkuXuIxpz2hFPhwNE63hNM0IXwull73YtLi9Rcz6FwmPAOjvWGg7aaYtZ5GZEyxqQP2C/t3bg8bijMKN4kQMuAVwDXd1elQHRga6MugNEN1Syok7qgD9vnsKqwb88h9LUJIESg7U6jhG2qp1fazhU3IEow82yCahcgRi7e4LVWMd17WPK78b46XU/WSau530z6wpzfmXEnAKx82S0r0aKv7eZKLOMSrTbeugnnnU9vp8w2xfiMyL5Eap6QeX8pAjlJ5iHOkj6PgZ+KCst5GqOzXAxoqOKzOVZQ/15ZjC8txjt/pcXADwkVZdNpTy174NNCREx4AbGUy9cXu1bntBnLX0Rdrp+tjaDCSQu7FTxeLvj8XYHtKMUxm2v2PeKOwhtdEgX9K7ozSPEiHF7uYFLcd4iE3LiBinUBB8xWwpY7pE2wUotqJH+ID37MYmmJSozFPecB6E1XGlQSOto1FFoQy3FAKlyA1fBX/zVD/irv/oLfP70CVwZvT/wdj8tooAqZBjRthkSBcwVNy4AKiijNCIunC+CzD4nKIkZLrb72VgOB0MMJ03l4JqG8n0L6+MjIhCex5+cUwX5PFW2HPyYVgmJR3cHgfaClqu3OQTAxaIMBeg92JPvivgZoNs3jFI/fpIc+Fc6hofAUpklggFXFgDrrwyhfZJVtlOi+BoxMlgHJJa0HhTnHEqjxMjDpNs1pRbQEt4uwNzUog0XOToszLlW1K16pIdHLDGhoGSEfMjaASR3BDNlSHHKHTHFHNF+AsAKpWFRe54nrqwQ7qjnwuUARaa7PQukVSmWYQAukPn98I3WxOISFacCeJnkbWePIJJosV3TO0AW0TVYYIXcNkvT6x1dgvTZuI/2fUepBb03BOheilVEyzbG0s8QI38ZDoVxcueQqEc3OnAkth9M/r7k2nV5Z/dTWDSAFHXOJdt7FkcaLg1aACdpv4NFEglIhxNAdkA7BhkoxjkEBvJRpNT6pwbgecOC62M5RdWMP1U1spYAMUIRUoBYUtRQADJ63dPMaRH7pc3n0SX7EnCZMDQBJUWAQKYQMk3s3drsCrQyhva5HbtsqyAQK2QAvZ9mtDg0JARQMSCpJ2HvyoPzd5HVfz/HrFbzE3tHAMhByrtGIj7L2G0zRfpxQEeDikXrCRTnm6WabduGrRb0bcPXL3/C1z888HZ/4DwtUu/xeOD+4z1veb+/Ydt31FKxbRUvm4HmZzux056gd/G1ELKry8DjcZhBWQqENJ1TL7cb9pcdVQSjVuy7pzKpznu5x7T3gQMH+OUVXGbExnM58zmey8KqbLLOxzwq8qCsskUzram34UaBOVdapKmpefa3bce2N5zHCW5LtEWZa8HkxUxZE1g0UZRMcPFr4x9twAST1M81jcXOWe+lT/eImRMcSyzAKQYcid+jwperzGfENQCwd+e21IF2DtwP4OzWfZ93RN2C+X7DAL4AFVQEfRgk9vKy4/ZyA3Tg/iZorUMhoKE43x4W4XiyRxAStnrD7fYJpMD97fCKfBGJSOCdsLHpgCrmrFEWcNlsravOEC2Hw8Sj9Fof2KqmfZLzQ2GEUEMMVSM2Hb8D2EIXMlmFblGvmbYGGJomAxhlEkhH8Ro2IPzCaq7LPyfGIsvfs8iEMAcMTflpxeof+ZjFjVLRt8PBLlHx7nKjWF2m6xXUUV/bsVeu8wmhf8XfrgslT5Vp8ogVREOfHECxddIy1mSpu67PEYeuE9c5UESerunPgYNG5DL5OcImqVABBJ9PAn++skJ2XfrROhMENa47pEqESPWKmw6YrhFy4HuPCTw9PVftmT34DZWwbRtKqU5ovfKa+piv9/X/zjSsp3eLF4HPB7U1SOTgYdlAyRGJTGUVGRhng8I555K/U3OfhuIC5pVixUgAAANWEdTvy4UMyPeMACJ2Diifm+TziD9yH0VWTCbgYXWwR6p+jhtPMCm+x9NdY06GvnedS4q1cJjI8/c/faxmyToQ2Xaa3NIxL6LfAYC4+t+KEZHa8AgxmnvbOtwMXBJrfur4BYTZ/kLfPiMV6XfAkX+/ejQnHnKBSZBvokvkxDceqsAH0xxXBf25jc8v9M1j8UKsaHa2TxbJMFt0XXwx+r7ZfOuZkT61/gOuobT5T7IZqgPn446tmDH29vWB8/4nqJypq0alNSZGcb4WCa4AJhRliMbktglYt5rvIKoWftyt5C8Ro3AFc8E43HAmtsJnHpJs3gDBtm1WKQe4TPLexcq+1orb/oLIy+Si2HcvnT46Ho8HuBnhaK0MkYF2PmC0moyogjKG4Ha/4/Wv/sIETzFEGqNDhxvs2wZE7vkYQDEAaUb0mNeD4ASnq5Ec6Rixt61a3fccKY2AWQlptaCej28b7LHO7Nd1o//249/hSD91Yp68UEsvgBPTR1vLb+P41//9/4j/5j//r7x6k6nhojpD3mFrJnhgsm/9b9swyBVmBteaXpiZWgQADkAxo9CyAYmlhjAzaKMU0NYGB8w9v3qtwGKiwbat4cTOUOfnYJrFHb0tTYxlIz01sVqHeiodWRqLwuRvilSdG0PKGeOaGdtSiSzeGYrq0Sq2l4+LrFKNyCkDBij5NK2a00ylcIVBbEwKx1j4huZcN2NY2kzvHboBVB0U8z6hiG7xCEZmAkZ4u+xeVhHIJLHJogHC5ilViwFabHwUyAodog4e+XOUMKuKsEd/inpq9ofJIt6+Rf7HO17OUIdnI/0itNUFYBBFobvNY1mvL0D9i3knXX66ghX8Va5f+929HQpYes8kRrdvPUaB6Ce0BwJgpbudr90NO1OecmuMO/trjQQxMflzRNMGs2uMR4fcy40gkJ9KhX3HblanQPNy3h6ebeCa5l72ax8W9Ye53gL4o2kczb0d3sXkNvJM54HCDGF3zgRJcfRF8KKVWi0IQglavNJkGgz2r5SC28sLCjMqHRYZoMDt5YbXlxs2LjjPw1JLWsdoDa2ZXHm57VAo2v3EcX9YKpIqzt5xPzp6s6hodo4ckBGefv78GcMjBZkYZ20oraLUiu1WwdX2bCNU9ei0Qvb9bpHOYSSawScY0mzuKZw43PYp5oIhzYA7x+WKEyuDCNoUrXcndHbgoQDSB/ribBgiaM14kFbC/CgOELMrwKOKua10XPXTWNmx2gcMt8DT98C6Ji4B0nndOSbgtJoz8a6+QgBYpNNOwLaRUxkoWtP0S/3UEhExXS0iTFQV4zAH5cvLC7a9upNkGAB3KPaXHe0cGOPAeXaEo/LTD59QSsW2G3XCEHdiiPcIuVGaQqRARvAoAdKt/427zaRn7MFhNEXniyoqD2i3CnvMO5g3zEqV4VC0vcWRaUibEUNU2ADDUswBGUesTY8UvQzWZVJMbrIstZ2Gv+3zv5ljnXyAyRM3NsUF+YxyNs7BNZLGLtE0lfLfMvsvJhR8j1wn3yL+Ami77qNYDPTYUdXTeJ8mses9ZusAzEYMn+uRov2rJUqznUt3KPv+tljyFJ68/HspDgF/b9cZgyw8nX40udPKAPgpA+CnDusC/cAmmG8Qaz+2cdNvltM14vqsfTOJIvRYoPWesl9ULC20XEEUhVoEdtDVsIGtGjbnsCJLMgTaBwRBhm3rlMlkLkEh2+bb3qyMzKEjRqogjcy+IddjyC3BnCKugrAXbLB9wr60KPBpz4RDLRZw6KIRvWND+322Tt0sTbt316vU7V22Z+X6B0AfgI7r8S2H/HtIQ3MarG2/Rq7r8lOXe0wAcZ7u+vwv0Jm+GzyKF/jm4QpSGB/XRbiEHsfnUyf89rNm3fJvdMq3r7+e8CQd6eln/JHIu86IpiD8DEGT1z7d96dmGcGuD+Q5ZvnzNQogld5491Xq6qXTzPNvaoqVrh1oraEdD/RmYI8FZ9n7xKtZc8xjy8RY5jZIBbVWI7MGoZ8NvbVFdhp5HqtVoxoyQZzJzYLLeEe6GrlaGJEQQaoLTOlGMPLD3gaYTid5ZCPEFIGKc86MBukH+mmEiaQD9dyBffdnLmO/buqrlM1xX4wR31im1rbM2/wJZBrcN8f8ab49A4PPQGJ0QaT8rUBhnL9cH9W54riES85XmS+7vPMlcjBBzWyAKzmCqIoQB1/aPCM9fivHX//zf4F/+pf/ZPEEmKG/VSvzaRVd4MvI3zU2/KU0rCmprtQyJbgzjXMsfUMI0BFkkU6t9wSMohJEgDj2HLnKUgc2AHhqhYKcIFtDLslUPAUKElnSpBwEGZKRQKF80TJnY2tJxc8VDACWkkrRNwSL0LP0LQKAMZeAIR8zkiuOXBqh2Hl/xkMyfRCxgdtcIzWPuAzjP7JqUgDUlXw16ULZdgfN2BSV4LKyJSPoDhDOCnbGhxIbZ8rixbwz4MjJt4mM44ODxNujbr3dFaE8hnzx+TT/NDXM0Axbx6R4OsFuwctArHICCkgziSmytJUBfoOrf9Yr6m5wZatoKcP73wA2LjEyMQM0VGUzDImyX2NP0gt54hQe2YfwR/p+pPpe0YrAccNMNFMrAU6eL412ODhPAFjYo748RVEBIkEpcb9r29QLPhCReyFnVOavfQSxLwCX7bR+aS+cKMKcQ/nvCVDMFJvUtXzeLiklHPsTkaekRJUs66daK/hWjBx9CMqjmh6xGLa9D5TW0MfAaOaEAVnKOjEBXQyQcR6Oqop9AwrbXI1qPKsB1dHhlgvWvSuI3ANgFt+TOVFz7x0VBB2RcRlprr0xBL1ZFExrHRJzZyBlM8iU+qi8KR6lphqVahu6R1NeyFxdJoeiHkMUUQPrKnnS1uz9MGHm+H5NUZOne+Dpenn6fI1OiqPDRMyKZTAsm6p6UGnvtv+NntPjcuNQO0J0qSgGJVuJfShqVfrO5nLF2+ScWlzYDMdhvFqjd7Sz4XicKPX0OXlOAuwykmNug1MicFTDCxkSkmu+daZCwrhlAiT1LzGapc/BHRzaPf2qwh03ruCJy1c1mR1rKp07vPT05XMYqJC5734Ouzzm0Ff9+dHffpS/V+qOv+Ox6sepZkpy1oUeGQBCUIgu3R03mnuJ3wsadgelYrp+r3mP9+lbs79ojgvptbl5o/eyPlL1KfdqXPTZ2LuyTf5dmHtrm4JGxPZMpG6zboeLoMq/LrpWdvUEX3LXjO9jDtJy29A11QBd0RnVS6GUFUrmwniruN/c+5e+jn70+az+PiH/q3ODpS7jv8daLeHkAZyo3uR8csvJ3JMiGjjkKUWErXcM0SToz7kRyyl4nsjA5dEHBptDo9eKSmPhzZtjKWEPZVoaYPxRa+8EWGhSJOMIEiyf8yhHeE6I7FHm0EHmeFkNFrrwKMV382b2n4tKpbjY4/FaFNyVWE5WIHhdr5jBHGfV9Rm6Tqp3z4jzv9fp9v2cR99xv3UxrvE3EbKXeYiOypJeJ/fzzZal++7r+Pj517xi7adnQ362bH4exsSqwAcqnKz9yw6QO28MJ31zYC7ahD5NnrmirxfknrUYmrr8g7pH3hckWz4sM6OfVm6WC6PWklVFAh9n98CrG4g5yVQx1CJ/jITWhO95nvlq7Ck9BHiubZ3t19XAmxXbViJ1hvVhoMwyIi84wh0NOGrnALETnIFAJOAiLgyM30DkhI4KGcUijHtzkAq2CqmAeYZGXsfcx46iL5a5RpTC7Zqy9o1xXIdu7prLNbEjT5DqfUoF2fdhHCDSSWiJQJv9nFtDCklNIu7IWZ8tWYMzl/Zm3y6b3nI/4AoYPTeZia8ElL/yEci5qKIQMBw8KrWC2UAXkbUnnsaCPAXMAU3x1E0rBewbsM6rbd5MRD+Ahqg0w2zrr9QNxBFVQc4vFNcDtBBKx3imn2zROmMjjigmheeeu+hRkawKVMpSncZPUI4N09aksnOrpQy2eearGyAnrnYQJqZhensgRqwMgMijIFARRKszNHouEAv3DjXHN3aN3///zP1djyVJkiWIHRFVs+seEZlVg5nunWHvgrsEyAX4uMA+ESABvhJ85D/g/14Q4II7vT2s7s6McL9mqiL7cERU1a57REZWV1WmJTzD/X7Yh37IxxGRI9wDTCjy8R/Pr1B1SHRbGj26skwrDFPzHmnaPYCTwk5tppFhlHOAZV9nlJh7ShL0KxP4QxhsI2bACeEzX9bUZUXyfFfBjWEpwjGJ/XMKls8Z8wssukQN41a/wGVDZmBiMKooMuMOjtm5DTPV33pHOmXJZVBS1q1G+mXe5OHvXCoScgcT5FlkqoigWU8zbQAJaYDT+V8cDpI2MHNMBDbIGwMmC7CQYFQOYWPmbJkk9Rc59ns43rMLpnHEfy+Bggdb4L2vq0Btbansi76a+nxNbc8IcSmF3K+WJXU8x3melC8AzuPEcR4j00bAYE/+bPuG2/NTBK9YIvH0keUK7WzIwELKofNkd8pSmAFdSp18OqIkg32cr/AiPACy7C5rwiwai/VDTI3lTsfZyV9UGuWoTQeFzzm7wlo0Fumto50N9+NkV7YAj/Iesjvmms0WEpLlYpjrMaVglqgJcClNyd2dWUO6fCfP+565l98xXLORltw0nHE/WQ43gKNCpy+TbHqYISvt22XrYOoadEFylbG0Twi0HQcDemEfZ5YWEJ1ZNTnSaM/dXw+Ivoy1phql2EWhvXNuwZJxDe4iFx0cjTIjJXNnuA/AyjVtU/6Y2Vhf5pQbUKCYzAGQnLiY06LR4RJXu29kC9iU2x6ZpxdPTwJLYsbS6MK5yKJLidjv5BjzLRznWRrl8/mEq22AEz6thvVYy9YgD7aSz9+pJwJI8AcpJ3IZozUwM6/9y7JdFj30yEOTes4xPdWhX5cbetDalzHTuEjK0HQdRai/sF4L6zMuzvzqJoQsnzbf/P7QzeZThjmQ1poUYYdYcL2mn5YA1xiDfC7HCJaxVCnoBiKBz4ISQVLSxPgnv53UOD+oHwzOZAD0CGBN8EgAILOQBihJm81ag3VjtUvuMx//W2wGIDuM9nbiPO+QUsk7qgVaws4KoEhibjMInhM0OiQvSyrMGD7LYsPMm5nrY6ioDGoKLitRFp8qSylnhudD4CsBp2VhabqKl3EQXG5pWZyZKfSerWM2KWfGfeUZ4twS9u/QM7/CZvrzwCOZg76m/1029LIBxufiyyLv3eQcmnTKpg31PQ8Ug5gDNCXVwyXk7euX92NhXziZ0pm6TvzbCX1PIeRKXd7z+OycsXduZFVueXoZAof6i46SCrDVgr5t2IrCwUjHtm8ktpYTh5DsEYUKjMRqgWR3wIPADM6Nl4h9FxmXFWGpTBJwY2xMGmIewEcRRinYgSqaFQ/wg/OT2Ug9kG+26ubmbGfHUQ5ANo7bVoKWKNoP2wHrBb0pWhGUBhTtaOcf6OA64IVlcFiAlDG0oQgzMr5uIkgu7rJ8fvl5qwneW0S//kilsQixGFieU+3N58ceshSa1z2Un+Ntrzd/OVH4LX55LZ/ld2Tj/OLBdswnm6dEvS9Uh8LwIbRSbi2R7Vh/21ajEwhCBhmzclZrIr8Dfk8irXer7PrlLy84z4Pp+b1Dzw7tLBWRwu6FhbVVaNFlLNPvabimYpIwpBBahc5+3RTnMdvdjtm1BGAtuuBcoxpTAs9jguwSTv1CnAxArZBrzCe5oMNYpion6pZyModjH2M012M8hyrL4IxE+ikxPQE1MZbiwWmXp5EuhQAHgNHCNMFmN6BHWrIAzGA6qYtCrnSLUj4pBGtc6CTocnsA098HWJTrgs+XTvQugmCxCuwo4RqWDj/YAou8yIFOLZn7cxXwU7g4fBJF9kl+KAAdYo0oY5TcAQaDBWBWIcNdjeuoAFroOIFjPQzPQUJLIM/SiFoXzzQ7hjGvWkiam4YiprFXK0GB1qZBRxCjLtwU+dQOTz4rN5DUKTqHIg2+DvcESyRVCdJyd298zzJL5PcBHrUBVsSARgeYC5ddBgzE50O5z7WxGpwAsyEZ2uRYeL48S3isdfSWxntGdgtK6fBCsvnzPHHc71Fi0NHvHcedtk9rLFVLZ5B8QAwoJQD0dLvhDs7r09MT6tMON8OXL684j4PAQDzveZ68h61i23ds2zbLg0XJURclSSUykUoQwYroIEW1mN/Ws2wPgDDSPNchORUBxBpPkBxDbybw3lujvXGeOI8ThhizyDrMMe1O/g6O70w8Xq2+BIE6JtAjmGAOcC01y8/Jw3lWEyPP+fh+nveNvC3TMZcAAQAASURBVInXNwVqYTfcXIe9jSSbYQZpUHsaMJtJWdCttuxcFgS9Bkh1nEfDly93QAT7HoT53XHcG+73jr0WbLcdKobz6Ljf73j58oWOb6HNx0AnKQZKOVGsQRXY9wLZN4I+WZr84PhyGvl3ax3FPdC5MsqZi1AnM6pKMEvATDtBe1CC8a9g2GEX5hcBkOTZJlc7EA92WZ/ydgQhNHlZeDG7AE6/n4M20gzYLFodozV7Aq+hAyhblpOEXZWExC6TfzNtbGaaaOiY5JiRsSa5LqftOR1eQYIOaQf8Wvt07CNfsixk1XdYFcv0z/zhHCGq572tVxEGumR+PvX+2Hf6dt++d3B/P9C3yKNdnraOAoW6hfKT4Kt1jDlwAQoUbkCzjuzcieELGvatoLcI+pSy7oSwJ+Ouck855Qhx1tBBPYNehoJo3tJ7PIsFob6hN1a27Pu2jGUAZABEC0sOVdGhtH089Nt5otSNSQXlqjNpDydIvACR6V8lvvBmAY1Z+vraCh/zOvlrBneu4wijKqYft/p24/frtXRk100NQy1mQ0RhPCW+YufM5A0Ak6tyeU425dGxD8Z++M7jV4BHU0hKOAPv3O/FcXg3u2LCfONz/vA3r3c1mL6G1Pvy/3wlhdG7H85Zv0gLDKUxfodPAGmQhApGhLDQ8l0BM/kW9dn00qZAevydDxrj69OYXp+FHh3QGFmDNQoqN3hvcDCNb9sKWEpQIFJRS4OdbSySrGe3KH1rraF1Q5GCEzTUIIrzPGHHCaTwcmYjtMPQvY/xoKPMjVuCT6RbQ9XsyhZlbcK5KcnHUKlcaZByXro5jqPFhlGIFmwu8O6w1nHiDu0G6yeAE0U7SjW04z5s8orZzjWkGq4lA5iSXJYXB9Yky3fXefv6FP+bjmUNXFczSLxIApZYurk2fClzTMH+sFeW/TaU8SjZyaW+PtiDxv4uFfc7Oexf4ec/oeMZov8O1gxeEFlAGOM1skqEHZ4yxfUiYsJRz6gzX5pCPgE3EUGpBdu2oVaS/nTfw7GLvYbKe3h9QRfBEeCRO7k3fvz0geTyzhbKzU/0s6Oj4/n5NluOgn51EbaGN8koFAC/ztQ1erj4rUsoIp9vdjNJrrN8TgEKoF6CiJzOmYpHuUasQ3OIPkHlCQUOlLwvygf+26HSRx24SvBVgBxsAGhgJxdMPozMrNWcAy7ZLNMpOPsJtzOaBfoofzI3tHbCWw+wJeLya2e5KOki/w4dBAanT/jJT7FtdEHdheF9AGsqN6O2jm4FRVvYcpPLY8gZrPrK4Q2QciIYsAHpiFZugPWgvBFAooNKEpR2hfoJlB2rsfP1Q2At5USJeXZAgoI3xjg7AI2oe/6+nIfn6FO/C8GDFllv4pnpQs6wAosCO4WCpUnt7ENXAOGousH6we5gQ9ByHRk61xUwuqw5HBaOpULQYx32ADlJivzby652ttHEA5qZmgJ4kPNmFsQAiYBJqJuZtmkYr7I8MhggAywTjW6qPaKzC1cPu9goNmzwDtz7gS9fvuCnf/0Zw7EL7jHr5AO6v54zliKCbeM9qyqebju2fUMpiloqnp6fsT/vcAC1VLy+vtI+kMwoM2ipKBubeWx7xVYr7YDMiBp/zwwnrjlD78wyOQOQ791o3yQQLzOzrZSC3pOnLo4Yt977IC7tea7IqlFVKEJuF0epUW7X28hQOk/yKh8GHKA4SPaamLELcCSYZWuIvx+5ivJzAevi9StryZcffXi9IHiXiqKWzADJcraOqGS90jWmWWsT08wEUHhSbBmTK4MOSBTw09F+fkE3w8ePTxBhufVx77gfwNNTw3OcTqJsVitztKRWnGdD3SrqtqFGg4kdQL+ddDgtswYenPrH8fAAFEXA8ttIm0AQJNcKaHZITZsJ1AeYci7Pb21mpalIoGlh92rYkAOyW2du3NC4DsIprKJwKaNEklVy/Vc5aX/tY9s21G0bnIQAKFdHzdeSSSEE4FbfmR9fM47Gq2OMVy/pvUPCL8h+Rfou4XEcPv43HOjvOUQk1laK1NnS3FO+pmkcMleG7iakNihLwc+MLKUHQOeXMstGsPqXbzrArvmSIjL7ljUt4F4zDzBABKgS5WUGOxWu+RzLM6aeHz8SMj7mOjmBQO5CLYJSatirXO9FyS/vbjjur+gnS13VDf3LF7ycB3rrKIXPbaNjoUK2Dbd9w75tBJxaDz1OvbZtGntYUKVgL5gT4DOoRzlA1Furj7J4IGUI15ak7WAdwNoMJXNAMX0oWfz9dd7CJsujW5Q5P+zp6ZeF34YJSc/PrmBSgjyPJO7zGfIe0q1beY7yO/k6TfuCUstDI8ncA/7+EjR758W3x6/iPPr6kUZcZue8d/jlHwnhNEkQHz5t18TESwLJMAqWT/g48fVERmfm8TbGd4Y3+KDyH0Ebbh/As/PC+jDxFc9o1y+ASDlpF7KhRSFpntTh54NT675YKxRe/Tzw8uUzfvrXf8Hnf/0MASNG95cTbszCqLcbTgE8+Aysd3RraJ2EkOd5onegPn9A9452/4Leoh32ydRCUYG1M8o05k2ZMTLVk1BGClO1w5DL1HX3acTuO51t2Wp0WovUxH4yytUcTYjCdjFYZbSjy4neG3AeKO0OwYnbxs3V+4HWBdoVrhUWqPfD4sFEjnLuFvMtjI+vw84xb7asnaEwV0Mi//crjYRQomOuH4487TCcQiDN1fNLSouZOBTiHuearbdZpqbLeX4/Rs73HG4Gawfk+Fc8bxvTWrtDjC2smztut9tIaRcgiJh98DAAgBR2WpMFIM1lUpS8XL1ZtI4PpWSOulfcbjfc9n3c0+s9yqLaOcDTdp5o3aDoeL0XPMsNEMCM4eG6VexbResGRhz8sh6KFkgAreZAxodUnQ6QORxR0uMdXhSwGmBQGB2QRVzXaQQta0i0oGxRu42O7sG51MGGlJhp7uIG15nNIqPk1uFKgKXdX4jFVw9C++h+ZNGxRwTlw46KJBrUkWlDjok0GqkCNZQ+s8yAUpht5O44zgMv5ys2fESJ3GFFD9Aq8gEK5bWG4QoBxFn+1XNjW6Rbs3ExMkMsRggBOwGdbCplkDwu69Lp3DDyFoafBnDmHQoCbBjrrUOE5OguzAhTLZBSGMoqG5AAGDzUxvcZ0sl5IFAgMsU8AOph7qRou0TtwrEK/ebOyKVWAVDQO9eOlvmdwannEvwxLbo+Recb+LAZptGTHdPYha4g/DYvAcZamHkcze65d7kuuxleX19HyctveVA+TAcDSZCe3vjY0/LWr3In8JSGsAmbPYTucWCMqbeGIj7B8JDtqoqyV9SzwnyHdZaEH/cDP/3rT/jnf/5n1Lrhxz/8MLpd9cjI/OPTTt1+trAZDPfXE7W+Ygu+xG3b2IgDzAIRCOq24YYwqsMB27Yd21axPd2w7zfs+4bbvmPfd2xPN9StAoPvRme5tHuUlTmOswV/jA9HPPkW1243biyxGzYpaE8meXEGC7QUBuqVQbNe6QScZ4PfnaVs9zteXl7w8vkVr6/sUJYlaWt3NCy/cze8BXgcV/BmhSDS+vwls309TwJVqWmeb+w+SRuv4YjulhriU4FBsbZWwq/LbSzJNNezUiuwEzPgPFNM3SkDirJJimNgna11chuBu1SVMrbUCtkUpW+4GbNFpWiU1VmUfB9wLbBSKB7WAHPOcTpmKtdOceD+H92aFxNttekeZYO7434cfE8EYh3VCopvPOkOANF57dEkGgG69OiMWf7hhA2eNwfgmb32fQ7a3+KYvDSUNY6kmyiTbkJIZ5F2A+2S6cgOJ5wTtgx1FA3JUvIDDIDfOh15VjW8nRNg4hzv2cPfe6w+5ppl4QlAOAgyUpRc3FhJf8xoc/jqty1ND1zmUrDWg9yd1gEBfJ5HwmZqMgvOv33vcf31NVD7B0NcEMYTPL/EIiobqnShbxp53YyfLYCfpnE7gnKKbGY+cyhmQH5iH5HFOda6jqx66xIZiz7mQDBLG+EOKYq9bkxSiOQGRLm6mQNno59YucmFvWLw9OEDPnz6hLI9oQtte28NHYLNbnNu+dCjWUp2vFv34CNvK0HMyPUJW2QluqbcpH0LIMrxriAQcQ1/OO/lf18BkL5usyTQqbruLx97a82uyu7B+b26dJ/unZlf1jr0xmoJcWad4x0Q7GvHvx08euNkvwMEpbYTXzbC129Qoq56XkJGqqdGUeAwcr9yjkzzy0X6+O4EjeKlHlG+LFJcAaTBq6ERqQa152oefE+UM43I1WhMsOLR28jnSwT4HWUT7BGRRcQMInfDVjcUdfSTJWmlVtaqt04yVTvh1ljewZ73FB4VeNorugGnsSzGToO1uUkAoOiOUiuRYtDpKwq4yRCgIoJaCqrWSI2ckcFaZ0e0uheUGk67A/BCY9gBc0HrgDagnVxELtF5SQWOjlaBdhZ4U/R2omiBlQ4rHTWBydFlI+c3DPFBRJDzu6yPxzXzHpi0fubN+z7X1ncsjUz3HM5UCNGvAkgIYejTEBUs2X4jWy7Xur/ZcsN4XIxFC5WUN23++zFyvvdwGJodQCOYIBHFKlKwaYF3Oj572VFKxdnv5PYZkTaALTodjuQ7yh0q6C7MvimLQgoF2ttMBc4MjO0WzovMlFYzA1qHQnCeB/cunJkCsBGVz3ReNwIwUoQZhtajFbJHCjWNuqICFMF5nARrlSVKcMC8AcacIXGFqwKysZtMlGzNJatTYRY+K0GHBngPp34HxNHLGRHVAH8EYz87ECSLBnWglkJHzzodIDXYFpkEPcagf0LVDpXGOv4oWRIpATgwm4nZjie6nRBxFCkQGFo/cT9e8PryAndDvX2g0W4O6wWCEgayQfsOiMGF+QHcPz2MLBv4vkHgraPqPkZo6DExEIXi/KE4MvFoRK+EgQdP0tDhaywdQ5ZDolyEpReh6TIKXDjfKgFmSXRNEYFIBTyfg2jYexk4tEP8Uk6RqeKUO9GxMhE1CERYSpbPcB4NUgRFK7YqKMXHdzJ1Pa9NfWwX3hi3JbXfl4wj73DvAxhjJoSMbKLRJy7kuUOiZNVwHA3tbNBSZqfA3/C4ZL/A457Hm7OccDx7/JrZpteTxb/83wVkAZ3wbd8gB68jbrCyQ9zQt53jp4IzQBoGXLinWxruxlKC3jv+8Icf0bvh/nqHv7zi6Cfuxx3ywo5LtVbU1gHc6fyHE7lFNrHn+lbBftui41lwJm0bQfbnJ+zPO2rZ4FGutvLNlMoW7iPTz2eGVWsZXRa4JG/ZMlw6y2Myc341jLNhh5ujqKEdJ47orvbl5QU//fQzfvrpZ3z5/IrXO9DaHP4CdjJTXPmN1hlbwSRbfuThs2keJxiVZsl7/bjee+0AcAOAJCa3jmbAGWOxOe8VmdURD0GgBWPNjerVPNIM8VmWkthI78D9DgANSXtpBuwbUAMg7Y0OuUaXvft5oPSOin3oVAiCYgCwVkmurYVdgIvCqge3Ujid33C10yFk987JOSRFZp3QMuhJ7G3Gss12nuHkyywj98VJ2hCCWzFQtTWDJDkrWwfaOTIC8zlXMX8BIH7D43/4v/9f8emPf2ClQdifM6sRY39BAhAchM0z2FiiI965gm+RPfQY0OAa4th5nKubQ5UgSPK4rcCmL//nScb/fsGT/OXD4z7cl9KeTEBZ5LQAEPUASH28NudXZn+nXBeXR58AwQpsdEy7kAfHMpPlDLSfyrJf1tOK0+fqFh1QPe/JIV3glRs4s4IzK9sxQRySzWtwlYUNGv4aeeUyeBpUCLL8pHSzqdszUQAi0Mq9PEG6dFgy2MlNOUpmfY7PLOVGQm4sAzOH94Z+0jmUygxYAwFPF3LiHceJshXc9idsW8VxHENGqMosifZMfABK3WijghULl2PMOegbCOXAsgSwlrtONz9L2r6+DuclstyMk+1jQS0raQk4Je/Uuihy7ehkox86cM2stAVAn/xMV5D3W8evsK4WTzgW/tUwwtxtD1cP9c7/+/uZRpfTPF75l76zXs8db2bpPSDgAt6A3UTcaPS7DuPlIsEeNX4Wvrq8vWksn1uBoQEQyPU+83z5e0ZWQjCvUfc0MkeKpwBbrXh6egL8ZM1kdygqN38scisKcUOLzmwwOgNFERF8HZGpNGy9UB9adluCjiwHi92hAK2LWE2lKKoSDdZYLzA+S1HFFh1brFs46B3J7jrKcKIul0TYjnbQ6Gab1khrNie6bRW9FXg/0Ts7x9SydOrJMY/shAnKyGVqLoet6+Pxc5kqyBe/CmF+7dxfO94DoHL8BvgTVxMZzajGRyFvzxFgq4ysgrkPlwuHM7G+5ovw+/0f/8//2/8F//B3/37Mlzu5aDQd7xCkyaPTTg/FAWRo4mwN0g0oFWVHELT6nAJM5UhjlJkgo7OQKjOfBFBkzTaQjnjdA0hFRAaEbau7sYQiCQXJWmbwPcFPITG1p7nxIO9CuWpEVbIEA7oo+FRKue5jJ7trACcIZz7kzCX8xjKAYhtVuBNIYHTXAFvrptkGdRhWCRQ4ojtOpA13Jx/MAhAkuNx6A82ljXIqgAWxg1HKssNd6NQ6S3VFHcWy1p3AQ9GCiudwN2waXunBGUEskluyaMQlI6V1RmPA8XUxhAeBVR+qe7xXCNc4JkggAMoW+s/GuAiEMj1LSB9UhIBLNltV85UgLJV0RxNeEUyQBw+68l3hNtYyD+Y98O8FRJMk0EaM3dW7rLcyVhJkchShe4A5DstMG8z5JbDESClPly1iU0JxrGzh1COmVIbRzfKBaLerGhkPC7cSBOUXY7p//UNLjlkYw9mtKZtvjKzYlPGOQcaV05FDEzxHw49wgyTYouTcKvvOPdM716Up1DqOeqD2AjfBvu94/vDMn+cvADBKwqx1eDsxbPeYs6IFKi2ydiz+xWi73ruxM6MgypE2gupCkIZAlQHtRG8F8D3K6yv2bUcpBSaFMitWlSizHUqtw9HJMmIBwcTBw5aiJoBqMxvOUNpTswwqZSJGWD2bipxnw3EeOO533F9fcb/fR+AyY4eCmD4j4KMA7ss0jbnHzCRarOfLkZJEvvHeZT1h5k0/nrP1HjySC0AbP1kSl3snnaBBxbFeN+UQpgM0ZFL8roW22evLYoeWwEFt0Ulg6ZZqCd2BASy3QKIMHSLAdnCuRYQUjxv16YbQO4VOri+BPjqDnAx1HbK9m425IgmiTJs7ebNaQ2vnyKrTsjp+EQxCh5wRlLEIPAYH4PA1But4GKxpNwyZ5mN+13Lf38Nxe36aDmvas3l/lrbEo40b+yFlQ5SaZk23O4Na5qGXgiPVzcJhxwATAB/icLYJlgun2FjpK1D+9na+eVzdQiHA6Fc/xmeHicvT5ryN1/NN/cr9CC6l9pkxkjc79lD6IvkIfjnFxR7w8NEykSCzJ4ct2DrtOM2yfgaBUyaaG7MwB6BwlTkpD5MWQMInsODGHTbACJZiAK0AA/1wG7KbLBssVzWbtq11ZlRrkKlLZBmtNAs+HnoZj1ifaY9ZN1hrzI6LH4hGQVBUzLQWsTsb99uakY9RF70MDLvE3cjTOGcFKXGX5XMZv7Rdp4xcM4mm/Tte8evf7wuD96T/6odwDV/W5fJVzt/6vTV4Mp/5l+7iW8evIsymvSZjYacikBg8vBm0eTtjQUAuBuF7hq6MTy2GYy6a/FQaUEEkmx8cSB8wjLTpFL15qvldFUAqRm2zhBGb9zyihPF58+tof3Pk/fpPGIUZXV4ectk4HkJom4Of51ishjSEtq3i+fkJCqb9QoBadvTGNra9ndj2AqCH/Zmt2PORFYICazSHMqJQSyHXCZi6lwuu9xalb1G6oFlaQUS31sJsilSk0dlJUCkEATQL4RZlcAzcUGg4QhcL7/88GqSylEjX8QqC3NYOlCWSZFFqMq0fm4Z7DqU/lAQuc5lcERcJDpnjvzo7EXV4o18HUPittZEf/5oGDAXxYCny1iS6kISx9o4h+PBY8d0rupypnOOKaYx/j1b+nRz/x//9P+DTx2cCE+H0ayjXAfQN51JYFnbbaWy7AVZHieV5GqoWtPNk+qlGNyB4lFfK6Oo2ZFlEb3LEbIChXEvujq3MzhFwlk3Q9yUhrVkapdxrPToITbI7g9s5ZTFAQzoMHzdHKZVRlJALqewdiGyoVIIR4UOk13q4JGOdxZixtjgAlYjkK7mRJAhJi7H9de859hMkYfpxtGnt5PRxSV6aKDfLvOgg2O12ogNjrNwNYid6O+gQRBaR9FeWyiFabyfALcBWKsqzQo4kYrTAwwgCcV4EYi0gnVCmQTSeoM5Ur+TsGRtntSTC2BZ34vRJHOII8DAt15kW4bFf3+zZmC/rce7MSvGpFbkzMysqs54eDIFhuOZ+9/HvKpcsXcuYsxE44beXZ/UYjWnUCAmsQjTO9zzWjiAchMXoLPmZzDrK0yVIF8NJfZ+li3yv98igy3EqHtE1HdfgHPLEiuuY/BZH0cJMhHyMHvknmyL6yKfFieGQIvVVPmy4/dbCjo09KVz7kMjEjXXoq63i7Mjnyn8TWN73Hbfbjk8/fISI4PXlFedxMgOpG4oKM7jCCSqFQI8ZM5v34KlI7ipHGPROfS3SmVE87AWW6zQ3SCm4dYLgk4+p4Gw9gmQht1xgVqJsMYBlI/9Q6w2tT64JRo/jp5HHKDk7LiobWa6J0V7ejSXI58ny/XYyE+tstHFKERRjK3kIbzE43dluW4IfCO/zGa2/r1ChLK8LJptOWz6zHoLZTc2X7yUo1LuhK9dQbAH0tDllnjNFWJaZXTDWYV8sJNWL3ZomVCnMPjpPDDBpYyIqVAybKqu8lI0ktiWiT+DPOZfWYN6hlR386rZxTUDBoIFEBhlBUtfrqLhR3qylbAR+kncFECSb7xxVt+QgYqaFg7pz+gkzs2R1uIaXP+r5HiYzX9MCNiVwqDnLi0TGnP1SAP1vdaxjtgJbI6MkfKlpg5B7lCIm7X4dcsIDvE2fi65UyvqpWyR1okfgOtdabJjsvvfGppbQ0zLt1DdHzvUI0POkkjpUFpWsYRN8j6mb85f4/fzfu37E5dYXPy/X0wjY+lxnM1Ei5yG24Fg4uYd9gF5AlMY5fagkXBZ32NkjOz1K5cIGGct3XdbrMOdaGPfPrJS0H7O8LMcvvsQ1IBjBdy0MPHQlXUq3HvQGGD41qQtmVoyMe4i7GUBS2PAQApK9A61DqgGV65EyqgcvHn1Tax2+xf4L+19C5z5OO4MTRBmy2UPO2UgWXBZL1Tlf027BRWZwrQU4iYlRXNfOBOXmLLxdlNd1dAWIHo8RBBh2Iia0IPKudfRr5NJ3g0dmbNM5gKJ4zZKAFmOo3j+BL+8nUz6msHq8cSZMJOq5bCybg6yRGZO4uA/jLM+eEmLZISk5kF+Iz9cSUb15PxCbmzlQ3XGkgebL37zsvNZyGVm9hBWUWG9vAB35pbxfXD+ftbkhSFUVtWyQ/QnROi0MSkVTA44GayeKKrowKygFfwI0mbLWA82F5GcixS2URVENMKqP9q0Sz8QuCwqtzMjoPTai8JarRNpnuEC9M7VOXWkbd2YkADSEmQXgIQwU1hiJki2lNz9vJ/8t7YCUCtgJ9ApvUZzfg6Dl4gxd5ygnagjpjNUNJZTzvHwhxnlqout8/qrDl1+WdTB9vQBpc+J9WUb+Ky768NFpK8nIbhsE0uv7v/cjtiiVopGmNwZvrEGd9cIigIvhNDrNJZRc3Sru9xfuA9Ho3BYtf7sRPAGABD9S4SnjrMDkjTF6crNLjxTKgTTM4yhVsWl0aouaAIcPLrLJb87yp6yfryWdIyrf3lnbTBSF4eCUsb4ofiCcOThUHUU2jFKRYd5SkQqibCw56CRTnUs4svyeLhGkVLbubNlqnV0hvRtcOwaBaTxXnltKZkr1kBHBm2QN7XxFb3fc6gbpB8waKk5kly+VGr64MoKsG0TB0l14YGHh/fAO43tLlDMIc0UqTHouq3hmD/AoMpTi3cXOwwDiwGcfoI1n3H9ZrGk8mM9UgvxFEHsxueIw5UxGKgM4p9Gh015+2BRrRCw387TD1gzKa4AlAetpgKyp1FdHjSpprvtUTlJAwGO8ysi9Rlp8CrjVCZBhmcfjmpN4GY7eI3MhnlmDNDQdmWmMOeDKDn6/8VGkQI42p78bYAew38bYDBvFWhjditHSi0gZP9MPYIve694jKsysPBcCgT3IrlsAOWyjrCFzJCiTGODZ9x0ff/gI1cI29/cjnGle7n6/D56TdNq0KLZ9x9PTDfvtRnLtXlky2NrI1kz+EOKxLCtM+40ZQ/zhCqQjfz8aMiuPXQMLSqkohec0M7Szs5Nl72hnH+UzHrZob+zEA/UBLPADWSiVslei21of32ut87zNZttrLSjVUZwdujjO4SgIBjqz2QR9sjwNmKp25gW+1dS+/OT3311LmJlH+T3BBI/MLLK5p3kK5/eKTDwxTKcRH7hcX+jwsWyrRxYTJtgd506akMxKd+PydSGgJNJRN3Y8q7Wiloq9VmhhWUmLLpLWWV7ZaoU93YCzw6XBcMJB8NKKcsn7Cn4/eBzpJ8TcZAm1RJa5LJ9J0mTqdwVQUeCodVtA9ykTpzOfhsPiV4jMbEB3olUxWRK2hcPIPyIZ5kh59dsfI5Q07MDV7ZDhKyUILHCYzQSA9f85NOM14/OyajDshXg9P68ZqF/KeZmVFLsgfa5l85hO23gs4PWZcm/G872bNbRoyvSDckmNtbIeMedT18xrreda9eX86uoz+GVMRZLcGQMQYkLSTNIQkXBHpm2ePkHuheTtmfxNDGj7yaqOgmh6MlAjDfsnfXjP0YKoZm7y2DIeA5P+uvVghBRBZnquz8ugoLFKRWVk3MM9CKadvqQK1BhwyO7BLKGjCTRkYvJOuvNccQ3vHWqGEvZJcttlJ/JuLGHzzkDNtumck4ctOLLgL3YPbfKZSPKwfrJUZ8UVkH/OzOoJGPn4/gCN4l82A5nydn5nvZfVVhrm7OW6/Nb6cP7u5xJM+y7g9J3jV4BHQRrVbRh440HE4/U/7ybeOyTSRMUtOA4WAMkT4WSGQZLQvn+iBUEdIMCiAHIiVuUQIyqqIfRlLpI87chfznPnilO26wxDn/Pvi6aPNpaOJSz08JOReHgUwgvg6axFkbox1beWDaXcYNoBBbYqwLbBnVEz82M4Tv1uQBcUVOz1BpigOdCihA3o2LYShhrLvsQMRTpcQeZ+sHBGlKVyFRIkh6Fs3WHiKO44ekTJJAGoAukF1Vn6Yao4LXkOHIZG/hJEhkdE8c0FWokoWzeob5yi7ugGtKKQ247y5V+wa8emnQ6oOtCfAA+ekroDVRY/LrRFIEajFSjIhwJFgIqYwqEvAuBxyQ2A8FGbvb80r0cqQZ/rZZUiacwWn2t1zYLLdfZ4XV/O/3i9/FjuA0khM9/7vRg5v3SYhRwodFI1hTaS7M4gynLJL5+/4F9++hnHcUe3hr/7r/4OP3z6AffXV3TrOA4ADvzDf/MPeH5+RmsNr6/k0Hnt5DL4+PEDiWLd0J3yD2qjNp0GELDyR1H5DekeYEPIpzACFAKtLHpzK3A3nC1I++CDX2LfdlQtcDX0rtFl6cRx3GkUZKQzSgocYDeZkKMREwU7G22A+CgBAgLMbZ2dadJowEyJXveQdZYAlsookqjDu6E79zO7aBEAcGNWA7O5Kh2HngYbZYcUg0p2W3SYn2jnC87zC8T2AMEsHFcaIhtAfjUXoOkg+6yl4x5AGcFhhxg5jhyABb+aC2BaSA8lS6176oOQvZbFKAyv8SMeZRFKDpX8zgg6xLPNEUs5MY+rWaHRnYjvSGZSwoEIqOT6AhwK1vBP3fXOBpEE5uj82qpPf2GLT6BoRq86U6PgTq6pXBe+fMcELKuKhzOXCDixrJBZgp0k8UNWLVnDADPUWg9i0BpG31Kul1MUelU6T+QOlr78xscK/lO4JihkITNi8bkzyHFxTIELOrl6/j5XjMNnia0DZztJQNo6KpiVvPcddkTjC2E52POH5+HA7/uOe73D7w3d2Fnny+cvuD3tEDALqbcOUcHT0zN037A/3SCyE2ToHU+to1nHeT9wdJawiFB3uxr2G7Od9tuOuiukOFwauh2w88T9LOM5aim43Ta4K5oJ7OyREdRH2/iCyAh1J9jr7B4r1lBr8HiEfjcDGyd4kqByb7LzYMhFKbDObmrNBVI26GY4X9vIwIQjSijClCiAhrjIMrXVlMtytijwRcfMTkoJEj0P0caMfv3I79+W7+f54E5+Sk+LmQZ+BXDL5mMhA1jyT9Py3tlTZldmyum2Ydsq3BoOP2BHPLcQNAorF9tN8eED7bDz7jgO4PZJ8fpqOE/H0zODjQIAvaNA8MdPP+BsDS+vrzh6iwzSDvc7tmfD85NAD0NrBzrugAo78i5sUQ5HEryUJds3ciPG4KezJYvDjlFtJqilviXLTT3nDAAgZMsgfSr0SyjcnPK9TpnPSUm7jPcoSNk5Be2f6a/9xY+1vGq+OIP6I5tx4WhSFVjnroHZXH9IVTl9JQ8e2cmhk53mlooVIBptLAGMxwHKdQt2pOW963f5nCsY8O4YCEYpp8hixi8ncInnzbeWe1/ONJ3xoe99fXv5V0bVDE/TR+n2BGtmptM83QpEzGvW4KukXp+KbwW3igoDKp4upjBD3ng9VW5w3Svux4F2GmronvSvOTQRDOC3yKnXGchKXXCeDWiN/vsg8yaI1LujW4NX2uk9yty5reOZ02bP63byXCZ4JwiKiN6grUF7n/x2NoOYvOd5/rLVwWX0ZkmswBzSnlmEycM8z69Z9L+Y12S2LmXCALQewKUBar7dfl8BdK5WIrBmqo1HoF30Hfvi3T3xK5CkX1G2FrXFCrDrWO4BmYv9YVC/88T8V+RhcLmLsyzrmgY2Nxgjj2t3qHeOJeVy7PwEkCBRgpZxnRR8Pp1yAG/JK30Yu7gIvMco81ee93Iu/o/kpwkOLU5ACiNf7ilfi0WY6d9FCrwozJmGMd5TRd02pvZFlA4gH0HtHR4dcPanG7zTIWzNUUqHyInSDTAhx0thsyRJlX7SjMmOR2PYtUBLvZBlA1GPXhiVYiYIn81wFYzzuUJ5BWlvbx1S5/u9N7y+vKJqx+vrHffmqKfhCRVPnzrQG8tRUvu89d3eTlOWrQWR2nTKHGyz3Fm2kwyUEg5BC+VYFLKVN6DjKE0YDkUo0jCGxuO7My0+r13C2MVDBlyPGvt0HrBcLudCxkmByMLxMzMrotwhHNQ+6vkBqEKDdHa4havsAr697/6GR+snzA1bKezaEfKje0bCBff7K+6v/4ovX77gXz+/wK2jaMH/73/+X/Cf9T+jVO6R////+hNUCz7//BkuwMvLC+73Aw5Hfbrh+XbDf/3f/NeMvDuNnlpZqmndcAZ/iLjgDx9+gCud5FoLS5KMf5ciqHXD/X4gI3ks+6QcLZvCTaN7lweQdIc1Ais1xl5VUPYK2Sp++uln1Dp5ZhIgKEH038NXzaxBjt0dFTcAixGsgG7MhiIK5hBUWKdT2joGV5oGoSkjjYDDgGLQXgDt8OBGEjPUomB3oyB5LoKyEU2nU9tI4g8grFYI7oCfECc/RUnwKKPXnt0Co7TBjSU4/UQRRd0rW7+GFVm2DWW/4bh/mYYsBBKZCioOt5aVZ1zjVih/OCCcryVLhs/fI2tTLuOYjzI+7Ap0ljXwbKuJKXHd4FKK7Zg7zXNOzSOO4LhkQ+I9ozaOEsEfyFRfcfwiSLx8fqTYRzirK+c++WjGVxLpdIy0+fmUQ4BAC41Ob9zDZg2t3dH7CYvS5w8ffsRxnJRVYxwxz6kOcY1y1ViyDyUuv+mR6wGCwb+ShzmDNxa0y5FpNVDN9GoezIoRVXcEWNvRhRlE7X4y8rtV7HWH7TvafqJ1lg1s4ij1DzBreH15Ycv0wrJzE8ftueLjhw/swOaOUliGXrTg6enG9t61Yr8R4G7nifOkIQ8A0nmzWpgV/eHjx7ldnDmFGqWOmTHTDeSeFATQHjrp7NHxreF+3rkOzCHms3PPsBkQTmpwHgVZK7vMMJOGhn2F6skgkaddwVK43hrWrmy53xL/G+obuTenGLju5bev2zv/rmDSt1bsem5b/pXlfMDMOAKC2LsCtQaROTCA6DQp16U5XvRVH4Wp0q+fLaWgbgqpwFY66tZw2za43xm0KDrmxqLDz/040HqLEskT5n0ANsfRcBwHs3xLhW8tAgTZOa1Bu4zylJHh4BKZbJEdCoAGYpQ4dSd7ePIAKjMXxphHpsVxZw2eKDtA1VIYPCyFMrvZLDft7IqKrTJYDIRHLrzecY9Jm2PpYeP+DjDtcWRjj0HxMN6QKMQgz9zZSCZeUuZcjvmMohrgEe3ZmRlIAKETmR4ATZbdiEeWWK5D4z52ALgAXNlhFYsMfbtrRoZMUGOUyKYTic6xnpksCP/xPSr69REXzZZA1hivmWFC5oF3ZliWTCIIhKl0rOLo0TAk7JAqC8245HpfFXbeS8wRBFp0+MNuV/RhDJNkhriPxAXagDYADgZgdNqGApSNTQ4EyuxMa6ilAiCoz8z0sMHccJ4n7vc70Bv9iyRXLzxPiznA2XHEvWRlkwoDAgD1UAzZAHF02KjMaHcDmp4EvQAKv07+v61WlFrYLKpTx+xbvdgh1yn2ZbtOEO76+QjChZ5ZSahXoC6/lyJ1LQNc5+PNTvou8OZbOMu0+3mJec2vnXqei8L93fX7zvHd4NGFQyEvuCJemGnBv/pIZzmPS/qWvzOgaTwmczpA8OcbhvNqdA7DNbRsWd/D10d5veWMLsQ4XCsIF2MGD4YiMC2Fy+vppmjQjzgBpEQ0x6qeP47Y/Hn7AqYIRiczd2fUprPF4lY3NHeINGgRbKDBaFE/2luDd4/2jB6G/NwcBkC6QUtFUUabmxnUFGKdCjm4VzpsgkP6+Lg8H1ueE3kmemtB7BbCHTKMw2z5a2bs2uHs2rYVptW/vLzg+bnj+PwZzb9gu92BsuGHdkKtQVCA7Z25GLe0gHcZATCLeY0yoASQVPCtrh9v5vpb5sLjrr5M8b/R+XkUAosC0lrG9d7ur8gsBEk4+dWvKOjfydEbFRgq1z+0wJrDzhOoXCsCdgD88Y9/xH/4+7/H84cniAr+6R//V/z882fcnp7w/OEZ//3/6f+M1jr+p//p/wPrHf/hP/x7/PDjD/j48SOkloH2p+ENSYWi7AwTf/tl+BWtefCLCUoNElAoPjxHd5OsCxiRCqMiFcF5vuK4v8B7x9k6zn++s/0muI/2bcO+7/j06SOjPmlIRKRvU4WX2Q5XzFCMCj3bxbsXiJ2x1pUGeBBdEigFtFSoeNSTF+C2Accru7XAIZXRLetRWoSCiihNsM4sLTOY9OB7Uui2keRaFbBXmN/prFmDnQf6eUdvr7DzBaiVDmYYoyKCvRZ2+9IO0RNugt5P3F9fARQ8+QdIrZBsV+oOdMP+9AMMJJgFMCKZ3CZ3JKGmi8NVoMqMxKQ/Hbyt6zbQtIgFI+XmMSMxXnYondeMlg8SJAeg6HCmz3jWY2bdfQCHCrjuQKk0DEsFZItFqeNaEoEB2vQCMUbyFTKC5ByAt/t5bPv39n9Y/t4zK2qatQAG31HeR+pzICXiHA/vzB7sfkYpFrN0RJhR+3p07LUM8DMz1zTJcE2C64Zf5TD+9vKpFpZws+YovKLu4ZBGPsrSWXaAgWuwSCQfGklACyACMmXMg2VHwSCSFidxqOJE75Ql+77T0L7dcGsdP/3Lv+B+V3z4+ERg2BuO48Qf/90P2MOm6p2ZOqIFe9mw3wr2jcDBhw/PUBEcx4H7ecC74egst03HUVTx+vo6sw8A3J520BEMLo7esJVndOVrVUtkVdMBgBvcC7bKTCh3XMcNzNBTofw/jldY6zB02hjNgndJUWrYR+aDP+lsJ9px4n4/cBzzp53ZoYeZOi3iKgksD+xSmER2AXHipz+8luZaX35SQnzrWN3bpcpmfM8A1Ci/ZgqlQd1Ri2KLwIVHyUizwCudHdIykd5izfCZeNdaAivp/D0vWESw1x21EqC79Y7BlaQWPIG0787WcL+/Rgm4jHLj+UAOD64Sh6O5o73eaRG7wG7bJEeHQ6QswUaJgTR0TM5O17CPzwbtLbITK1yABotMEp0IBrindiUHF2qNVKuYsaXUdsrDeD1lnQhB+gGc28wyRH7932jX/QWPUa7+DvVBBnutG0FnkQHckLFDgtoigJnFJ4r8kUE/0nujPeRrCWGs49WJdr+oGgmgPTmXRlZFBMHHaw9jmqWpq0OfvmQfrdWHckMJuw7B2zjayyM69so8B9xHV+nH47I0xkMsnmd8yUbmbnh9EUxLf4cZ49Hx1qmre5YiY/JQUd6RL7OvGS4JWCT1xri35bljrDuyXIx6tJbF5wwQbsx9BUrD8PEkCOIFDu0Obx2bC3TbOUbHC2VddDOkXmCGbc4DOZloD2XZpyrpTJROLoNbUqbcbR2HG1wawbZaqRtLgSifh9y7dWQkde/o531ZDxOEeQsczQ7vcw7Tzk/wSOH2bdDxz93rySWWQp6gYFAELWt66NgVi1mm7u17M0Hj3+q/fTd49JaZO4SDLjvjL3R4CFq7bPC4aiJ4Oemr+tTHG/meG1t2ViYNiczUcsTfWZb2HhAEH/GE0TrvvTUTAu2N1s9rLAAS4PCIdFuUj4mzK068ermExzvdmX5oS4tkTysGiIiaXYTjEIwAjvsdZpFa2Az99CgNAUi+SStJQxBlRM86MwEcAfQYW6b21gZJZ61gJAezk1V3W0h/bRhWcPIYkYRWQjgEMGUNQMW2VdbT1xJGB1s1n40OXmvnMKLM6MCOFGZlOi25Sd5bEstcG3ieqQGurJWX784Iw5igdNwej/XCWVebxom9XUDvuHZ4d6Etds38ezm3+zRuEJHXWN96UTYzu+BRCNLJ/ooG/Rsf/+//1/8Df/zxR9SyswRLNRxJR9UnZIvQ2/MNH3/8FESDIJhxdHz49AlPHz8QwBDBP//zv0AA/Mf/+PcotWLbNmw7uwMdvYWiT9mUIC4VeGbUFQQou9YyxD/yMD/mZfD+aDiEuiv66890pIX10E9PT+i94X78BOvBYxYK84QDbtifnrEhOnKkVBJBc4t0X8ofDT8UAOqQb8FtFBw9urF0DQBcHYISKdTMjjF3aETpc215n0T1AoJTIg7zBm/ZzrXBvUWkiYpYCw1+6w71gm4HSfmtwa0BdsDtQD9mCdy2VYgWtKbY6hMcHf00kt0eJ3qPaLsUqNbwfBQuBe6CZpyRNKDX6CYBm3TSAYEBx0/w/QcA8o0Gm7knZe47ARgF0OUzaRXoYhCv+zklegBM2fpW/JLMyKyuyFq0LLfNN2VcSpb0AR9cMw4NuSZSxnXfj43ToBp3vxoka1R11TtY5Ebqvq8cFhwFxMQUzrZN/K9bkCUDI1DjoaO6oRZA0pH8/fhlAGKcMjs172102QOmUyqxPqaTmWVSAzjSOUeQyAKu5GnrJ8vN0mkqkU3g5ri/HujONtr7vkFRIWbA/RiAzocPzyM2cn99xQ+ffsB5nuw+CQCoEGG57G3fI/NoQ91IMlzDWnUBNjOc50Hy6W5oTkCraB2NCkrdmKWH5XHBrAJVYRZoZVZjKQo4I92lKBw7naSjo1tjtyxLG2L+EBRqwaOojGoXAh3Zaas3fr+d2TWOXXrO48BxP3AcbWQdhR8zlvK6SwrNojHNuUXTTMjX0hQzsFQtXzfg3V33teNxmY+/NdpjS4GA9k4VOmbe8/kcrWGA30XnEoQ5rHUcZgSP0kFftnGKNcoBZiBlw4f7cYxAAz8fNmIDjlMg+op924LsPEqZ3dElxvw4oEVxuuJ+ErgAgK13+LZBdl63aOhfzSyOGfCECKpViBUgONNayBApnKQOAvGZncjySnYCUy3xDDJt/rF3fQ5Gjvz6Wu73PbjCWgAbD9mGvxcAySKrdXGoAIQdgvns6tHVMe3+WAQ0jVk6vR4jU0a4UYif9ShjnD5XljpP1twIPyxjNbMnMpgTILTYL4+jyLB7Jgi8cFXKVZeNry3fv/z6xv+jpjPL53n4yAqMLePcu03MMu6hPJybz9a5fJBugc1xFeoOswfd53N9ZdA9ZaLllk5XYPicPFfZogOxCIqwfJ77mx0zVRUnzhEsRPhVNcAuL0q/DbPaxDKK6vG6snpFN+IH95c7IHyOdja8NhJdf9ifxkORJD3BLkSzJsBEgNpQsruos1HOGPsx5PTzLIMxb6ac62/4Nb9wyEL+/rUlOLA3WT4j1w8kR9uc73fuKhXE8uo8Z2Y/YQG1xrCBge4EoUKWh630jfqo7zp+BXg0085zE6nOUqR/iyz0r50gBzr89kHapiEMhmUsI7XxzbkeoeCvOLseu0mMi3SAQvHvTLN/5/uLR+iwbxJ1+rL556lk/pOCIf8cwEN6oPETzka+Yk7eAxvPmqmZy+fTwfMpTPh4s/MRfyKVPIEmX+4xnqEbyS1JdJYGW1wj7gvmTE82YyRHBPtyb9aZjeBI3g0fJUd0SDvnPogXBXFfQbApApRaUOsW0SMLxzQ4mzKm5x7z0kGG9elUjWNMQXAf6To/vliAErtulQiLRXUdqrn+hsBfrndZpn6Z3sfjcanML77/+fEeHu4xACEpvIFE/jEE3VznBOreE2hLROeX5exf/fhPf/fvkR376GAUqFQUB0QqtFRYNxznCahi2zamzy4GrEIgdUM7qBhyiZzRdUfvd2b3fHjCeZzx6LlPJ4nw2N8p4PMmU0EI3iRE+Hoe8ANuAt2eY28ScAEILH14PtHLiX6ShLqHI3QH8IcoM0EaBrHm3GnkSRHuC8kU4GizK8JrOZWnw0hEn+WtXjA7yyXhfQcBp1WzySIr+Q/b+ZaIXi3Gfm8wY/fHLMuECw0VY/p7yjbrGa1qOO93uHfAWT7jHTjKhuL7AO9FO1QrtFAm+2D6EZBZuwSGSiNgqogkCccE+QCoO0Q6xA8kyCpSp9x3wNfI9CDqlVHrMvSVZ6ZR6qscrwgagBmP7OIYcj/GRiU5gfIrhY7h6t3ZfP8iaNKoHHpcJtH7wxhc1mes6curyxrWh9JcqsO1O8k6tvpwnrlJmDaf0bVCEng4GvoIGGWGXz4qRNCPDhFmFkYFHaLK+Tc/MlviOg8xB+aYxk2OYf7Y8lmQlKboDGgFP4VsG6o19NYAqwA6SqHeNwBoUfplhiqKrVZmA7TG/RiOwb5TM7dGItTbbWdEu3WU1pAln1vdIKVGIi6j4STR5XOQq1DQO9dvD4d+2zY8PT3h6eMzbrcbnp5uzCiKQ0RGkwJBZmXJWHejRG/pVtnT4WjsjmbdBmjuAI7zxP2VGYRFK/Z94721HsAWMyEfjXZzBrd668xoHTbTdQpTrtKp4hTBZ/xR8lzLuQXkShKZU19xBZN+oYCG97isKAf5khoQIMm0zWvwiogb2mk4mwdpOkXuVib5NcDlZe5Ao804Yqa5RAG4sVKrR7dds8hqQmYApwwNe9I7s4c6sw/gHp2XJstTax1fXu8oe6WD6sBd73D0pRNpZCQUhUW2U9EyADt3H5xew2z2UcyzyD7uMSaIavgyilJrvCMP+zOUtuUA2dyH7vF7LoxwKrXw9ST9/D0YSl85KEYfs1Qiuybmv0RzggSn096R0HdmK+GvjY0hUYLFc4QdAESmGTAApPRP4qCOk7no8vUYyvVlqpBpj48pRq5b/sEksMhAzI+ovnE9BWB5tPtXZ23shYsfkGO3PsMcz/VY/WkA105bsZwymzeXmnkfXehK+CluaXPEHLrMJgEhHchtNH20lGMBXeBCbVLLKPVTlKUsOJ95+t5uzGwsSlBfe0dzJhuInYA3GJxNCHrkN0VgVaOEsJ3BaxYjlvvY4bh3NnlSUVjYKhbPYImm5eeX3y3XIKZNk8+nGo1slufh78va+Y7DAwiLBPivHuP9mKb3PrpgXV+5WIoZHz29EuDK39e1lKv2Ys+ttqzkOKd5EfYgFv/vO47vBo/ST7ziMEs631c92G8fNJ7z28tmyrrPVNKYztoEV3hTGgZl1len8TquYT6i7Ov3rzeyGniLQFgl0XqLj6dYJio35dtnXS0QXZyGqdDepCV4ZN+srTGwfCQErINZPER5KX16lL4AmdkfxlfMmzsmaOQZuR5ScWxiXnl2upAAUBJsSvBHRUJPZnp6Rv86ivto9cvvyOAqySuoYFgy5gZYIqyzDTprp+cYCSgUNhW4NUggzPweQS7JMUlHDNc5vf4VwMgqzB8lytckzDjRIi3G5+Xy0vVIByp387RSH1bf9WIreIXlg2+useyFC+BFA2kQ7AkmSh0OjNjD1WUa8r9CzvxVj1o39JappgCim5CEg6+lQoQGQ0ZpxgrSMArhUK10rlQGLxeprGhwNNUAP2d6cS62UcJjUxLKwxrja1dbcjVi8v0koqx1iwzBqEn3BkjBfntG0wpR8g9ZpA0LgJfPn0dkTlSAolDU6CqTV/SJYy5gxIyCsOSup8IXQZG4D899G06CrYoYkZnkSBLgBL9lAfhLdp+3Po0BRzwD77PoBpQOWCMEbOB77jgP8uGoRk25AX5/weYdtWyAKEpxuLPzGrN+Shi1NLA45syMwlgXARqF/J6SD5E2LRC0kDpJtJt5BIUZM2s5MwQk5V0yIrh6GGl1pOUbKmdMChwFjuzWE/ckBknipVSOktlk8W9aBalTxoKL25L5dONGZX1vqhUgxVHeRWqDh0P1eg2kcyvDYBqiSTiP2VGPd5JgUJQCFiXol0a0LxG6IXRm6rhFxjAN8nBiv2H4/+2Pd8Zstd7eZEwDF6k/PCZcXysKkQ3qHVtrQDupEkonF5tn1jGB4qKFHBDCPSwC7Lcd++0YAO+2bWg7Sx/3fUfTBi/cdwraWR7Of6kN58m1kZwdVQi8tG44w2lwd3gFSq243W7Y952lY7HeVEjg7efUe7M8YMpZDRCBIBH1VnZda61F1mPsWiE3YmsNcIVuZZyLTRHOUeLxbvZC2j7uk+doVbMyZzVwNdIqxu9JvXC2mX2UEDsrWwWbO53AANk0AL/vAY+CHWvs1yTdPqwDzeHKct5933i/MTaJewiIb9RNQj5hcVKmwxqcr3y2ZQlaJ1DVzo6iBIHMWZ7mHtLL6GC6eSRy0rGEYwncAICjWcP99Y5tIxB1OnCUCq2K27YTQCqVc9wtuEER9nFsj3WSMG3Z4S2IxFYLu1JTPiud2q3ywRvHi5OeuWIB+Pc+eSZjXC/+gjiGh5cDlrYd1n9/++N/93/471BqHbFQWZwkD7mbtnaWIyagwfG9PsuKWbilvqCcYYCBmX+MzWcJFr8w95ZPm+qde06xOa4p17/z5sMyQAZG0hZZucxEBOW9vT+m7Spzp/7mhya2te5ETB25uGyS+jq+q8rM2a8d7sHTFMTRFp0s11JgDeL/qRFDbmIJ4K2G5rzz4aNm8GgCzqFrKETnc4cdR3XFMY1EYKgwSwnCRILeG4ozE4gMAzHe0XRASxn++X31Odcp0Aj1CTCSEYCwtbmWaCUFKX8YgrQ5mGWfgQaHD26vWhRn7tkxL2njcKDe82vevpR+E/2Or0IKsS5oo70336tv9nWLZWSOZexoJDek/M6faUOu333zPOPt1RlicNIfqsy+dnw/eIS5SVNZxhUxQJE/x5u8IGbz0MJOZ66Zbmdzf3oaoVnmkQvqQeAsJ4y1H7f81iWXUYIj0xAesjPeyzIAvPn6wzX9/Q5wCygwNPWw3IfZfrlxGQnNywPkvWYrpUQSkwg7utBlK9wUKgiEuJYyygSmQOU1RIUd5uJ+J94yGeU1zP8B/mS5WZYwCuAi8J6LPjeZj7TwoVhzPuGR/RvGX5B9exD9ikdUCQatM+MtBVOpBb03iHiQ49H5PY8DundIzRKAnINlLhyz9CIXSmql8fsyj2kFTnlzffF7t8G4hcXoGVbcO2bGg1C4GiWY99r94d7GIC/XsZFunVtXIEzXHso2HeiHZb/s/d+Dh7aVnUBEJ79C63RiCGIWiCj2W2VdPgianudJcBVZksu1//T8hPvrgdY6np+fB2GsOw3y1hhFH46sYIJIWOXwO8aPrL/G58OITSCcUxRRnSDNjzguRvvhwmwbrwIUkk9vlY7ff/n//s8sm9MCKQIxRXGH1kJZ4Mw6m0aXwdEJqJQcM4UY0PoRzl0JbIsypVlDD1Jr9xLACu8y14cHcWiC2bmfh33qlBcjvyhVCNjBTrVCsAHWcEpB1Z2yLjouHvcTtTLDTKTCz4PEiBKcby7sHJkBhSz9DcOH3HASJb4YCjhnkIaOj/JeTTk7LEGFgyVnvG+BeCGXPpTd3DS6OekJOiEJgiwG3bqhZJ4bUEi0B+f/UhCnh8rFw8DIO11qVnXysBDTMF6DGUlaK2M9x4eDbyDX5fuHPVwjyqblMTWa61mkQGEhMcm/lOnVIr5ECAFXg6pNypAxZhmg8SA/TqLcMNJE0B+B79/gmLIh9DUsdDYiogNMYf/gFYXOxmOThHxfNQzkHdt5wiszLKEEJEQVqIKqimIku1VVZq9VAqsfPjwzczHb3gs7nfbecLvdABRY0dETgtmoHUdr0BYyBgSPAK6R1htejgPHeUaJKTmRzn6itUbbrgnIvUhAq5ZCUFkKSpSil1oii1TZORUanXSWbOcMkKXzKcxubP0Y61VkZuIIIqO2t1HqZu4jO4ttnm2oyXSYhnO7LGjB9T1VNt7SokBh6fQRHJJ5umklEJAvIa9IFt5x99HP8ZvH4/sC4AAzJK2R+cfcCR4JRul2Bk5EGKdjeeOEq9JEyP2Wy2yYEWnfGdAbs75UgOxwdLYWhNTzNe7tuG9z7nebdoc7y3haO3GcJ0SY+NQ3sEOgnXDbMTLpzaEZgOw2eqGs7oeKX+RY3npSEbvMTOWxRUuWKhOgYtJR1HdrNI/oD5lHOVDTq5v/DjPT5/j/wrz+LY///n/8HxZADWMhp6w3XF0lhQQfeGQZxnfJQ85J0xhXgwy/LXVe8ubknPvgD7zKvUwCwHJfEwyaNqmknfHeqI7963Mehi27+JwPX72UrmOKbgCjjwzdAQ7MBUCSlAlhc1heINfhXG+AjOwjX+3yvA8wAFpqjU6XbbgjHnKY4EqAMqFDJICci1vh63PlfcScjnmRaJpB+6/AyC8Y+60jM/qoH7LEWsKOy9NmmWpYDBylIFEXAX0/I8hjHhnW0YArz8GMWNqwKuShNTdIl+DAYwmzGM9dtsp11xu0FqgYS6KDD9Aho2OiCIgrrO7WMiyChwqrdw+fK3HYju8BSHxfH3X3m0/l5R98OaR+meAQAx6ZABK2YH6bC4M2gcr7z4hpxyVQKDLXMrN0v3m74/hV4FFeeGxucBjHBrg4R/+2Q0TBDioenD9p7GIKBJUgOdUptIcx5lcN6z4ApzdGOy/4xgCeFsk7N/gt7X7Jcor/rTOYCkWyjfgisB6u5Y+GeYJYsvxoAYRVx82ASja7ITNFBagFqgW1Onpl7XsXdrKxjOYgN/9qTGEKoRiSkY80LCdGliQk60j5FKAGkRkdPSGgcz9RNnI1SKRJ9s4ohXeHFdBAKDI4EEh2aaiVZMNayOlwHAdEgZvc4HaHbpUZAN5x3u94efmC8vQJW71hsFXmvJpFNkRaRzmpnqkQGIJ/VSpZ4z5h6zmvl8kbFu3jpM73V8WxWJmr7hvz/7hGv+bMlfxQGEMJBooHaSbvf0ZdQ3hkxCxuwKM+/PHWZ7mLDI6T3/KQUoFGY6S7o5lDXFAl0mNVWGetOpSou8BU4b1hbMH4pW4bXAU///wZWhS3fcd+Y5mFmQ9+Hgje0thE6rdmfZrNyHZGet5TJskd52F0d2vkaQ/Hhy1dOeZZSmaWnYEMrbAcb//DD9j3HQpBa+Qd6a1B20nFr4K67QQJDeyymMo7o1gxFuQBZcZTNwKyHl2hMnK4oVz2yTDo2oluJzmLOlOYyW3sUebGckEZBlAJZ1AhGq20vUJkx23/ANGKUhw//2wQKQTPToGro+wabbtJ5A+jM7KVaK8rAC2NKHUVTnXRpQwo1xKSDD2JPWOfRzmNZ5j24bi0x1VEGUdmS94gumFkXUX3PJws7WFwe93bEv8vIb97YEdjgJFhv3R0ZXTMiTPIAgQDUwbkFYYsz3tfyLsfD5FZhefLeh6Gft718nsaoo/DZYJs26QgENEaeaxEHHUrKBXUR61H16zC1ZIqfdlPqlkOUaNUmbZDYH+/+aHBSUaZnFkK4XGFjTOc0VWeCzCJ1wXhocd7ymlKZ9cVCGJpbYre5oCXUlE3gXuF9TYdjMosyw8fP6C1jj/96U+4n6+w3qI6rnOPQLGlDAWARie/VsG2Ua9zzUWHMut4OU8c5zGAI1E6ncdx4vPnz7gfB/Z9x9PT05ivWgy1PkO1YN82bDv5lEoY/DZAQQ6JRtbIlO8MFGiQ2375V/JnbXWDlspyu8xcWnj8ejf088Rxv+P19WBHzuMIeyOyItNp1FkKOfxCTF1dCuK+N0AF99cTpRzI5pG5F4pSxtNW4/p2lazS/y7w6L0js4+AkK7dUF9fcVP2IOsPwSAzcv/kxd7T5Ln0cpuvJk834Gx9gFN0mDOrdcqeiwOeAMpiVqXT0062+BYALoKySTiddHCYeZlyOezVE6wX1LA5jdmZKko+t8iUBcDGB7GGzJx2qgKwQt4e1isOAHE8f+7dNJXWzmQeLOojVWthFDcDGrOUxrpbZOfv5RBk1cAsR4Nb8OVMOZ66cWYc5Zynvc9xMjM26ljKtdNu1DqfnQEZy8ZfI3CRNuqgIYlrXYKZ7tdSr68c6dyPZ5V8mlmy9TgYGchLBGYE+gb4F0DB8AFk5Vwf17UAkAjACJKbfQZqcn9Exsg6DnG93hjk32pBVUUPgNbDP4MA21bI67bYD4u3giwW98gwpEybEFruT3fAWx8mgETCgD2M1eBUI5v1w3NHksDg503agjmXrTWWBKeMzcwkuWabZqZbVrdoVCNtWqDbxkBxAtRmzJB9OKQqmwMpG8Oci1GwBgvXBTDI2cPXXeeFf0fm9sBBvr0O0+7+VoljXHrOxzvn6JnFOcaKH849uWIw+f5qryVPWR7sshhrb72H77Sbvhs8ss4BSO4KRpj6qJ1PR3KQNoWjlhORJLVAGLUxIGJzEidvA3Cex9hAORhFaCikoc3uCZEUnA79OwuCjtLiqOcaGw7j+OP60Ku18Jc60uqIy7pnRy/5+sTZwzONRVMA4cYggFTgIpguQAopRnQt7dAI1Yza/t5GLa0vmyudHZKpKnrHKMuxiMqzI1tfb4xR59hb27YxNbpky0mSaaLccCtsL956AzsyRAvZPktFtBD06sbWjFprRE9JzHY4W6izg0fHrX6ERmv0s73g/vqCp/OO7cmngzbxknnbfOCYFNBASOMiydHGru5jLY958Ydz5WtpIT0eQ4r7nOOxfvF+huN7x+Nyl3duQPFGaEGUwt+BkTkQjqknT0Z/5LNZzp9+0PdKmr/i4ckPEw6+BJCgWkNgR/layAr3UDoAyam1IrsbiAnUohRy31hzrRrlnVSCb2bTERkgqWDnOntcankkkFRK5X4ERvefzOoBoiNh+wL3NrLtGK1mJPQUoTLuhj/96V/w9LRhC6erboptq+iNIGstNOZeDrY23WrF01OdCsQbRAo7pqlEOeARHXiOaL0cDwxj1LEqkuBfYCPjsgtCNqT8jvIt7VGXT30R34LAUI6wsbqTD6kfsH4A5thKxVaAP/2Xf0Y/Hc9PPwAiKPsTfvj4I5o3PO9PkFJxtg6zJMuXIea1hPGqdKxQDa1PA1llyX701dCnnHYXSHTtm3t/SltHA0pmpWkAYgpBHcENRltp6Pl2DgM03CQACoPCmLZJriVLDzbvid9pmfLtYAe6MGx4L51n9HiAFUlJAApppIUekuj+tYJAOVbLWrc+x0ULwlFb9KdI6PXH4AjCySvT2Qt9VL2y9MhJrkunQwCpAHaocG3pct+iilI2lLKFrNLRKKII8B4O9rc+Pn/+TIO8Ge+nKjNDX16JIpwNExRa9A+E3Z5Wu6U3tgYvAvQTuEe78MgcKbVCtcXeLSjbhr1scDP8/PO/4IjuVSxFMphw73VrIyO4m7HzUGe2YlXKiW0L8KV12Hni9nTDp48f4EAQTp84zobX8yDvTZQGlK3i9rTj06dPwPhsW9SRR1TdcfvhaXhO7iAnogSH4dnZmhmzbH4GAsJOdAxD+GwnVATb046iJOcWZOc4ZredZ3DFHQdeXu748vkFn3/+gvvrHcd5BhH3g2pPM8BHt+sxZ6VQ3m63nXZYN8hrOufAVmn7urO8rCG2dGPQ43TDAWD7FetLlp9cOvlzmuPza0MvwFaV/FfLcjobIGpQ41IcgE4sxaDVGu+Na+YyTZFkhrU7+AguydsfM0Nr5Kei7KPjR6LtAq0cXN02PJeCWiqqVJL3QpAag5mZDvgJ2Eb52cOeqmzoop2dpBwecbTspIXZiS3sVHGHv75SX0XG0fAvlJmgFyUuNr1uM3iziD0JgAYYs2TRZ4AnaR8GQPG7OpbMibhPC7oPjYVxDb45MPS7sWwpzyQCKAMnEsTKmiVEPdY9ECWNCexlCTgQKS/Bgcd0vuTUWoOZ2WwDuHK+jPsLHW0D0OT0kICff+giR+b9U47MIu445/BR9Zvzt2YveWy2tRIl98G8dwQYcZ0P6x3mDdaYobjepsc8ubGxUT6zIX2IbHtfISrk+7T5POnDX48Af0flzfIcD88mwnKx9JUMSa8S3Y5Hh85lPKwN4WHGkmapzNaWaFZD7rEk6OZVk3Q7Exvma06wt3e4kPBePa+Xz+BjFkXkTbDwEq+RnLO5xrPMEZhVTmn6Vc/s6ZmBlls8syRrrV91/947Jh4ZEOc4n08fMda7GaA6TzRKDkUv8zSoa5ZrDD067mXadG+9lfeP7waPPDfCciRCK8gUqu880yIABrp4PfFIL13rlrP0Kgc2EeRVI44NHnsxAarLkVklUYoxLvprjjeo9yI8yzvnE4F4obIctWC8vvelyn2cJr7fsm1xCpd4Xsv6xxgJKSN638ywV8V+ewYguL++4ny5A693Lhwj0eBW60gtbvc7zjM4E5wE1btWMFUcaM3hTidVK7+rXcg1A2Cr7HwGCFrvOE6CirUCicCNzmzuqDEG53EA4pG2rkC0XGe3lQ37tqEWRe8d+9OGp32Dw9kJpig2ZTcAUcXtqTLTwRyyMeU9OxiRi5YlNEOTJIBnGI4mF7QPgHNaSuHAwQGtcz5WssRlrnNu16nkIGBIhGFMpDX3XUc6rb/0mcePp2PHzI5RQvG4jJ1Of+9tlCKszzXA4Ryq34ERdBwGQUXdNJRalDNlWVGPluQx1M1nOVLdSEKdHWPQFKjAZtx6a/kZOTa4FkuRAZwQKE/S2IyMXsdlnbE1v+MxC0lFAa1BJprXzXR/mldaN6B7tCEFtloi7f9AKUoejUEwqtBdse0VW2VXty+NXEbdDa+to5aKssnkbYIBHuUl3WHW2LkmFSSW/RER5jS0EnTJ5Twb23/7sG7kK4psx6wOoI0e6fIA/uN/+gf0RmpZ1YKiO8fGO5pXVBTstyeUG8nOVW9Ma95u7DgW+7v3E35XNDeul1qHMdrayW5UCJ3jgn5E5pKG6JcekWxAYAvXU8x/ZBNRf0V2lkt4W31uoIdFIuIoYpcuTSbMCpKh5GmllEIkjDI7BFoYvvBwXs255wGuzZSHKaNkCsKZfr5aqblyIxXdDe59GGgeQGCq1EdDPEuD1tLOvAQN9BqVWQbRjtbpjMhCNC1aUWAETdJ+ykBVjnGcPssQ3d5R0b/B0ZMjRQKUM1B/j5hVjn+M8xjv1B06rdJ+4puHzHT/dFbN+mxBf2cp1wCP3Am0Anh6urETmypqdNjRcHKsdbR2hhMmqPuGertFpz86gScczQ21KG63G0FAZ5bmvu349OkjXu8km89yjFKUzFfu7JgaBKyrsMzoeztPWKO+UtWRYdRbRz8JMAkwOeCEGaSzoUtwbEUGKryF+jacx4GXlxe83gmu1W3D1jq6dCQw5yGTVnaDqBpEKYhkMmHm1ZcXHBFdLxW4KXG/DLadzXGP5zsAfA5uOQPwMV77Hi2fq8RBC8sA3MEMpB3ALd47e3R3WpdKfPn1DjxFgDTjspAriXZ+fjWF3Dk0dyOYfLuxnLtsQIkMsBLZ7gADfRalgixtSkeccraUgvM4cK+C5+dnbHUjt93TDqBB/BZZ8lwLxRwORd0K+vkKj66VKgINUCtttvdE7bLAQKfZcH89ICD3l1ZlRnMGZrPxQY6GLns27cn1nEZg15pFi/Xv6Az2Gx0jM+i9QUpHc/HHtJQAfoDMyDKLbnZpI8iUy7Q5I+jgaUNgrIELwPgL9ypKW45JDBHE9mt5pI65iYkfwHI6yIveQIpXH9d/cw/hV0oomV/KGktnP/e7vDOyaxt4f5B5vPUop+3xXIhOyI4358trAIjSQhn71awDJsPPAzCeozyOu2emedg+qgSF49xBdR6A38IpKDy/wdkdU1gJoD4DUb23CRrmtxW41R2tdHQ7Ic5gKX3BMvSNqDMr0y0ylRtQysh4I4jU2fEz7idtxgTZxH0KsWUfvj+V6/uyqOrp1+UnanKh2fye+JKhFokQrvKLwawEjlZQh3Y9fbFay9BnCf71nrZ27OBI7lkPDeA1mppPcGoBEJeh++7j+8EjM3gYJesmz3Q2OkFzc/KGJsHTenS/vrgiX3nQ2H14khU4ygcP4Eh8CqMpLPL8fj1vXs4AtmzPVfYdI2dzAV2t08Ul/Gof5xUmW8+Dmf2X++1CnL1o7QXschFAFFo2lO2Gup/Y2slovToQ7Xnn0Hp0ZaNBpEVRt8pFGlwiDjCCGynobGsJ9GZDkPG1RoGqgk0ZmaylhG1MbqLkL5E0nAWD6A1g1pMlIR9i40SK41ai1K2W0cGlKMs40vhmoGci8r0ddK+V8fsi0ULUDW4d0kg4PFoee14UVHA5zEzyzp0814fEtXvjXJTIKIgozDrOc94co0vHZYdGWqFgWmPxbBckeF0+okzRjmjPkASrUBrSYf3e49oBxoJTYYfB+K7nfkLWZMsoUUuuieSbAN46i7/FUURh4WTWUsOpLnBUiBSUbYeLB2hks2NFFZJpRwkEpA5iR7NzGCj5jCx3SM6jcGTNkRSnmmUmWBRy5fpoj0BcHosAp/PHLD2cs3yKHWXSSKIyiUkiv48KRDrud4KzXVOB8FlEHLWwpXYrQNWCmUy+LN/YpyIhUOEE1zaCwirBF+JANijQMf9T/tuQv28dwcyi9JC3Doz1JDWcRQRXQvJihGPq3VF1h9Y0DpNI33G0E/AT7TSInuje4ACeP96gCvR+wK2wU5QojvOAOol6k7zXuuE8XglelxqElcv29HBOh8ygDhA1qAdQA4fXMFa8X50Mz3EFENHQdHoFfZmz1XOLlGQpaKqzEYQA6jeIC1SN5OIS6jycp2yEAO/Rrhjz+gEkDaN5rU2ZEzZ+IieUcvghHdczSxMAM70E7roMXAi6qMGlYZ1rKI12RS0bjjPW9rIn3LnOk4SYSirXFqObaFf7gbrut5dNvTd4ayyXUYCk753RdV0N2Qe4YKiQRf8PIAlzDLLkLbPTkE6gALBoP29zP5nD1BmxdIeKR8dSdpqq24Z931FrYUey1uPSyoZvAQ7dnm7Yt53cQXDs8RytsdvbdtvJtaYa+lux7xvthBrZlsFDVPcNT7cbXG6RaawD2KG90VnOHnvFw6nqwdmoqtOcdxrv++3GElYszpzPPTF+bJ43Sz3VfGTOcw7nMKfJ4ED2BFhMxw6J7J6zhe0bTbdaxmnkGiilhJ6/c9YereHvWGegMZ9mbYvzSry38VbGNfK9Es83snHkuhLTrNewtzLBsbF6efHFHADpCLSwy1td5jLtkhSHIrTzSmUGAwm0LYA9rs0CHc1w0vPxbnA1uHS4GNrhmLQ3lGEuirO+AL4BEJRbZQZR3Cyrc7Mzo0djCCeoWZbs4dX6EnDUBodO7DmiFZBtA6KMPLNpyDuoQ16KCNyU2TfnLwDBf6sjHN21HIzHNdNlHQpykMmMhbjDWsiTxW7lHpGRHbHa6ryWhAz8Ffe7OHDTrQsdGWtThKVNEWMfTTlWrpfMjhIg5KaMqtiHAYKD+/fNM6xggoc/0z26A0559HjStZTIQ46vuGKJsaFsoXzK7K+0uXwBvq7rdA125jP7kH95Q3JZ2ulXhy72JKsW1OBudADe2aAAIqjiE2xerq2lYFPOOyx5kjpal5ChYdOpYJMd277BD8BBWY6wiVIWeNoC8RoQiQNa1zj81IdgqbVJlonNaeAtTmeb4mDlOJIxP8P/Wsf3cR4fXnJIAEfLHGR5oDupd6b5hrGGkzgMGPf2eDCLKSW4jzWU+isDn95tBIHX+8/HWDOS1k7p4/kX0+uXju8vW8sNlm1yseydtfTrMsBvs5XGl7/nePyyx+ZdLrKWWX0L2Xf4kPvDQRqL7lfcWM6CywSSHjdwGszXlXW91up0BQHdeO/NbcjyxuoU0uGt9QbbO9waYB3tFMBO9MYSsnRPbJTFhNEliloqsAHdNjpG7qyNNws+gKy1FMBZwtMjgyi5BkqJaE1hi5xhdFl0QJG5bvJpuhkznYqMoRIBapQJ8XyzM1wp23B23Ng6NNMcs/Si2QmSsZbYjxFpD/AInWUl1xBcRkhkDO1IIc3X86Zz+Ef64Co+lgl0TCct14PPCMKczsidG8RGPq2xr+2b4cUuH3gD4LzdN2/P5df1eL1I3A73SQLE4ykvyu/Xmrl/+UO1hBzgWndn+QrXJTkvPMndsdgr0WlFg5hPF4WdgBkAwAl4mzm2bVs6HcyxcMw1KTGHFsalQFDLmt0hE3iROaV0pMNpqSWAFaAW3qN1oc3a+1yrTsfbJVucZ7lwCdHCTBEaiQ6pNZyM6UDlOhdJbhO6FuQViLawiPFQUPbBUKvCtY/lktfIbNK3K2PuA4BZSWkomBlQO9icPf4Tg8Mg3uG9Q1VxP5Ifh/NeqtCQdRnp24Ch+yu0VvR+sjTHBaIbqhbAHe3oKEHYa2bQkBMpm4r60mHNk74KiGw2cnoUSPywZDhBaWYXiSlB/ChzJUA3TfXpniyC3xfjJl3BUDfAajQKxJYSOhMggDRYZrfONRr+UqiqlHU+G0Ksx6LPaPxco4yDQBdT/87otQML15r7NFiuK8FjT6aNwOyqWlhq6r0xauoenCPLzYXsojzNrk7vKM83Kcd/+yPLO9xjrMXpeRcLLyGyQIe35eP5YoMjs/tm/VB8ZqTocX8kj8TaRSzVUNECj8xDjfbs7ga3HbfO7xdV3G7kd6ul4ueffo7zcB2rKra64fnpNj7TOjMWa3Auvb7eYW641ShbEZbmtkZwdKsFZWfzAgQx+rZtzFaSPeQx992QDb2PxhxwgQXBeg8QvdQyhyVKYfZtC5uD0dnsPOvxmeR1nOApg1UCEkHTtkFwoy0qe1HNscRH2LB1cM3bQji92H2LfzP2vsy3x/E93dberDNMQCh/DORAKstnyvK3IPmX3poBw9nQaV7Y8ixRkTU/TwWAp2KowWvDfR+lNGazhCVI2bet4rZX1K2i9U6nUAiqr3aOtw4rLTrMJek7gf3jfIXLtBPTnisHs/C1KLxGU52YKC0KWGbMUpfreOh1zpZ95in0hgG/2IgP45YvKDNu1KijxMvgnTH9c2b5L3/wMf2ypgEMnkUAF6eTjur8voT70nuCzItGE2FwJc6usb/SBpgACaZsfNRFXznMp4suMQ8L7vgmyWPtsDa+FL9293EOWRZBAgvDmkngSHJ9X8dsUD34DK5kYGYtsUtgKYNj6/gz45i7N8HtDJKP2xaJjmcEubVIcFcuN4O0MqJc0DE4rEY5XtzT2DfjpjFsYQ4FLQCPcTF3yqgEnHyOnZQysp9YUUP5C81AH5uaiDLjmMHPNioyLKpAaL9UZkF5BEU7g1Q9Gjq4lDknMcdjzNd1NNKiEVmPqW+50WV58CwpTCArXbJ3D1mGe7iB16ywHmWbEgkl67V4vQxq+FgfaW156JIM2FtPU0GG/TM6pSMSeFQuQSSJfUFx9dZPzFLe+Y6Mcfyl41dwHiV4hHBQ5oitKWGrkgXeGXifBufcyLj+jff93SHQBVOwfevz73w9RRtFz2IJXICA7znTakFfFYjHeX/pbGnceEZl13sZvz8YzvmvFLANuQF1x+Yd4h3iDhVDuxua06nK7/WoN29RUlai04kIhX8rFbA+soGSpKu3DoAdl7QomnW03lBQhrM6cJZlIjyjngAjlxnNE4JT7TxhJuP7KuQkQamzvjo2uEZXkJEeGwBTKSUUndNJVkDEaIRoOmoZis8QG8uLhrIYztSDVnxPajwYC189cjnFms2MOE61XKZyrJ+U6d+KxnyTBfZhAvD2z/l6OG2rc7gCmvmcF0Eic9x+B6DRPCKcaYAJ51sR0c+6IWvpR4aFp4knAOj8q2iEVZljMcBOdxiSPN5xu02zJPf5NVoXBnMAIhIAVQ0y8pGRNPbBeo5s/s6MKDMLMGVdLsuaDcW3OmkyADHep6nDe6aVT20oICG2uDPaH1HikZVnGZHMr/DeHRhjqIVRJdo6yx6MPcZH9DA+0oOKuHq8Njod9Y7umTHEVswujDKbdYg1dCk42one2JFHS8UmHtljLFFlNKXDcKK4BUkwGYCKlOlYdaPyc4dbD5J/DP6e1RkZ4z8ANo6TaoXoBnbxyIzG0DBOcER7cDl4joDhIj9WveEcr8GBg+lIPYocpQqIuZLp3ORYx3do9NowdNwB0TqMqRH4Sd66tI7fO2TmtFB0JBA4o74QRIZQdGIZyp2/+1gGvgACU9+UEhHjKNPk/cqQn4IIFsTYrGULBPmGBYKvRfH+lsfIRvSQK0ajWmBAF3rgJUZ1OKsPJ8lHKpE9MTo8TS/ekrOod2bkGMffonSglALZthhjlpNbpNIk4FSiOcDtdiOg/nk6Pgh7Yd83bPuObavhwDDb03ZHOaP5RQSQZHmk42zRBVWDy5AyShc9LiW66OTKjfVhfZWnAjE20MgORHkuuKO3sDWCOiBLLBLUJudNkqxOIFujCy2c3VqL5L0Jto3rTPuMG63xo5T+mRCc7w1HMzDkZFeg1onvYG7Fuev/zLWGKzDkYAbSuoTy9wSaIPOehv0Rr6cJpCtuMmx1jPk1Y4m3O1B3R61EacwdEmS3BpZTlwgIlqLYt22US56d2ZE9uE8I8nGOz+PgWt5mhm92Ez2OO/V3ZOCmjm0nM0+rF6CVUUYlWbksApRrEGfRrjEeMWmD0mCZncsA5EII57wQGJUaA6cGdR3AUSkKs780meqvP6xHZoj4cK0APIzJPFIGm/LDFjx8qcNVCJKtX1zMWtJSIErbzaAewe0kP/9Ky/P3Ds/qg7HJ1vuc9tS4D5nPF58a74/9i9Xkj9JKhP4f/oGPveLrxvG5eixS8ibQKZcyuceso/VI/CwBhbWszzE/rzrPLxAGN4cSxgAOAOppeyNVVlt0kbqL32LpJ7nOEjAR7unQweZhQ+b+EWAEj0Lmijk556JJBH8fVjlkAEsz6OhO+gCCL/RB3bn3M6AgqkCZ+mnFFd66Lz6e+V0/aRmT+VfORQq9t3bYL/uCCQwuPkKOU9zLxYZacIVcA9xmjtZYFg6VOcvCZggWyR4Sr3EAqONGQDoumesoAUVPZbXYYd9zfD945HQCzCLleZkAImAT4boOWg4Z/78O5MCOr/sc0bz37fdTjitwRan9/bXwrWMM2LyfX14ID98HhkCZ189JuKavPXz56xd7nLhxj8Csb6OZoEpjUKthwy0ZXiDW0c8zHINYoBZkhWfDeZ7hMIYShkALjTtzH3X8vQcAowo4N/lsWR3tbINbo5fZynGdOXOmcTPVEguTPRVOGwRodEbLwruRi9vC0UhFzoypMrgZUvBg1NhOZZ5OHDkPQsF7GN3QpTPZ4/S8U6AqQiNCkrMEy9z4w99zPhMgGLeV0bzL3C5rWda/cdlTX13nK/Djv+w0rR3X5rPNXyUIAx9UG8b4hrD5PZStzeiKB1FfhwTPDNtOAxAZPGpdKIkmwXaWN0R02hzZ6tJDqNPHJfgqsjEbYhgTabRyf7Qz+aJCQSszl3SMn4xVuvJKZWaaizCdNzJhvFtEzhnJIeE9W9x7Wu8XYyESXlaFFHPWewBaJe+Xxq4usgLjuSMzyZl6ziWbJcqT0JAVlB1MPc4uGw0FLF9lpkAHvMG9M7VduAbTKXTvOFofXbdcGrOaYDBrUG84gzsmW7e2xq5023ZDKTvMCstv4YA4juMVz8aMCkbvlk0oCCcxxirHC0Ct2wS6kUNCwI3lFuEcRFmChOKjOFQgCNwRsiu72blOboLkg3jfjHlr+IpM7bks+/wEsuaepglltlmHBhDH7KfU36uRNI2aiwyKf0V83OMluLMAptlFiFlsUdYQQA+SeFbCKApZnqWXIlFW7AESqkQiLrPn5hM5PGyMUdfvjvt5ct2N+87ffh8cIxprBEEQnGVYGnoa3WjUjBK2dT4ebYEyjEIASMfVrQe43S/BhczS9QBE1CrgkXlUATWWC9V9w+7REGXfWCoOGZnFGcxQZecarZnt69ORV3LAnceB1jv5BjVKQVsLDj0mfJRO3U2uOYUURdLlzsxNAFCoeHTa8wEeAcDZGuxk6XyNYNPIiG1TlzF6O7tduU35a2GrZAZz0QIrDi35XNzrLulo+6gQhAMapWxj1wQOmrOowFDnGqab+xXk6ZiZRuvs/9rDMUvX8u/H8rj197QkzeL6ceHRQ8NjSa5Ot2B0XstKi0gOTBWE83TU2tGbQqTD1EJvUF4WV2glH1Kp7Li77RvQBP2cXJIisa7bgfvLK9rZ+DlnFp1Vlpu3o6FEIwjRMuJwXTvnGID0zhQrvdp0q1zLYFFZHK0pBpeZSb66dEIZmcEoPxah8VzZcQ+dXG4kIo7rBhD7Wx/9bCg1nVHB7Eq26Khx+MxC7TJ0tkfpKOkw2BVbkmMPftkLc1wFS0ybLzkhRpdvk1GvnxdPuyvPFbI/+WB1Atjy8F13GS7kzCLyC3hC/cTx0CrpUgyfAo6RaSUSVRNVcJxkLVvpXeLCsd4wxtcBEk0vH5uSP/wXTH3bjetaE9yuinb2GTTglSm7tEIVuJ/R2XaMrYw9jAQzYrYssnTMSLVA0NXGppcVHBx2Ykia8AlFEgSKz2mBqDErKaggEP5aZqSq1hCADDoqFMdxRzt7dFzvY0yH3+IEILMkNcdx7MNpxoxswoXWdn0bORLvyd8UGz7rY796vHGHljXgy2cuDdNdhrD2pXJnclRh6FsC8hgAb91IR3EeJ17vBxRO3R7rvltfCOK/ft8JIP0am+m7waM85uDMxTHw2QUhHZkWWIV0Gs0xG7Kel3/o+uL6IJKubL5/3W5DLo2Qz8NY+fjfw7Hc4fcM3IJCznu8PAgGIaYvG+jPPsaDYah94fWlbqjAMJ0FNJT6drKdvWzhGBdAiNi23nC2hmIebXDpWGoY+bWSSE2F76l03BHOsPv4N5F0d7aONHfYNomxmaJOcKsbAqjSwVuUmYSpYFjXOxOs3Zy17ca0UgIVjhIdS2oQdGcHKDeHgBEiR4d5D76Hkwh2OFKS5AVaYsoZDc75Cmn+7emQRfEPZAHxs3w3hGtonFgXb6TLxG1WMFOun4lXASQkuay7BDDzo9/MTsrbvuaqT/Dt+w6J6/4ewKNSK6QjODBomGvlhJzHC0Rv1zEa/6wDwKyZHk6GDv6yeD8UrVlH75WREyGgyqELkNLAfTRzRTGjRzr+Ha9jvr/czOi4VrYCPxoVlysgwc8QFpN4XyIU0UkICZRR6XoCQEJHbdxLSbMhokyuLH2No/fJD+XOWhc6DTk2fYxRgk0eBkC8AigjT96NXWfagaKCbSu4t4OE+d5Qy4n7HRA5osNYh3iD4wT8dXR4NzSYEwA/To7L8/NHfPpUkVRlGsrm8/0VH84D+9MteLEMZ2MXT91k4beYU51/ZSluAtjR7BZMayZXDFK6iwASJWRus8QMAPxkHlyAfanl5t7Fg+rJtXDdwxQNj3stAgkiGC3f49pQroMED7gWQkj1lwBnZHz+bDvBg5KW1nLhMMxmhNjnW4rRfPKXTas85TS4x16IsofeSRYOKczqChPF4ShKQInBAj59qexN1Ru7ltHBSULe3z7zqCSrcg/z3JyZOZhT9UaWC8a4XxTBSEtfLc/5NdUC2QJUFpntsjF5raj+OvzM1HaSzxLMoVxIWZKkpamWs9MuRNACKVEpEWxSVFRorZTHi+1OZ0dw9AYcJ2zfoYUlcnVbCD5HIIP2QqpMkZRBCWZ7tHtu2GqNbCZ2KMxW8cfZgvCbNktyTyQ4RcJ/H/fGbGY6xrkuNX5G2e+ixgfVFCb4EjmV42dNIhRhnKrEYzoxZiCww1wF/5YVe4+xluU8Wab23nlz6bV4BnUwLha3pkBQBBAPSbEv8bsawcDBB2XTYWmd8jKBalWFdQHKEgkXDNDBegIw8flSIZWdQO/HC/TcYGGz0u4T9FYJOAv4BJ0k7ebGveA3AIAG6AQRqAcBbkyk6JR3NXTjNQqeHud0kBEZFOlnWKPdwOy5cGa37Jl3Amf6QzYCUr+HY7ttHJMQI6NEy+dc8OD9Jp9RsyiNjYl3t0jOEqT7NXJIArkxIAJXcR1Lst85GmsW3vccqdcyeLc69xMwknHNd78/gmHzfOv0jCyWr0yZXP8HcWAve/grMgM14Wt4N9SdPlBTJl34m/OFHRFjzzgk9SNtj1xDHhVB+czhN6UvHejY5KWc4zH/jKwfa6T2EPpv59lxtMbRLQwaFCmjyrqIQ0bZeayB9SEyYB77uVSF+8as8I7ghBTczxMqmQ3KZ1FoJBMUILps0u1KkJeZhRBH2QSbRsBqzvgEj/xht3naqT7nO9/KIN+yVi6ZSIJfBJAel9lcW8s5Ys2uAbjRld7mBylvFbSB5EqLsdxfKQXYI4v/zR0JztaxbWUJEL/NQ+M9+rqUf/H4bvCoRFnDKCdaLjATPd+5qk+lHS9cCJ3yXt9Dm9dBGqDSQprNsz1+R98OQKB17x9puHyn2Mow0axQWO5ChuM0mAcf0PzrHft7D3D9W0swGi6vu06woxpU9nBUDFoObNuOtj2hbQfKtkN7H+UoKcCaO+QUOFgGZt4BJVG114JSoxwEJ3pznEdH7weSV6NEBpJFaVrvCrPKDS+IOtx4RO+zzjcAmpAr0EqYVEPAaESou3W2W4103+6ksWa3lEminfrJrMPtpFvWyXFk7UQ/T9jZYNH9RAqzId4cIRTy/iTGM256zs1KAvAoKdK6vL44Lc4x/2GQUGNPIfLmu/Lw73caHeNaD/f/5rYWIQkJPhZM4frO9d4TXr/1sZVKCoPAPbSUUXbAjLdzOE6991A8gtvTjcZupziVmD/iJTMCkPakW8q+cJ4xI5YOKjnrHbVu3AdxJDikkqn1GONvsdiGQhnd2sJQ+/wTjTQnYFS3uJ6RRJatp5eWt2FA8AaVRlo74RCUYkEmPlOFhyz3STrr78ilBDTyyQFca6NXhRyOlgDkVIuuHQKLDCx+b0eBd8Xr6x2fj/+F3Cf7E7AVOhlOBwUKtH6iHQSCj+OIiJXi+eNHfPr0ITJ8DFttaH7HTz9/QSkFry+f8enHHwFVHK8n7scX1NsTnj/+yEyAQpeNcNui12JccksnDxozIBzdO4IDGVsJFik3zDR3ifLzdAlT7gkENqJ+sfPGmEEEJjpu4ToHcyurALADWa42yroybTQi9+Z9lC4hQYq4JQcGWXxi2u4ZUIjnB8lpIfcYY39zTyiKLAF3z+wMfxNRpY3PV0rN8WZ2jIhGSRGvwGBicpilw3lRuuNIDiwL484999ybj/7tj4ebyAAacaFC7qP8TIJFKTtEHuySHPvQQUUB3yBKgtgtqgW8ltB3J0yDdxAKFIv09jt6P5B8CNsmgFfKs8i4PK0TBFKF1QZGsxNkumZnmBlMqMP3fUc7TnYbSwdTJLIwMDgaAJBMuNYHQxrLOpncQ3lkBlJvwbUmmUUUpcWxj1o/ZzZSDGURBbyglw5tIwcQIgxstQFSxYM9mIQDV4hbNSArQsePgiZCJns2D6ClZJZ9ZIMJIKpwt5H9+E6u868+GtLVGLsdAM3W1QLB8p4tv49nwFxiWbZmi3cfya+898y4cuC2EzC1YOG20DM1myGYQWP+mpw4QJJ1bx338w4IUKWiqKBuDPCdZ4eKoZYSQYgTL58NZz+hUpkVpgySnKehHQfcHK/lBXWruHnDbi2ynJ5QUCO4xCcWAFIxOUMenG3+ndF7p3AqsQe9QKTN0qRSgVpmkHB0hMrMtywxafitjySFT/0DTNtPAjwqIysZyBLjBAOzwad7ACCxWDTW9WoPAMApjWt8rBcC6fCFzu0vdVCZXnTmoMFY7Ve+MeTPlYJgfu/x1t7qlsz4xYipca9Pu2nY1VltYUB2EOwWAYVC/yZLiRMA6Sluk0ezvAeCTPsl5eS817f+berIEdxUuYAXpZTIeJ/zKCvfZ9qxyOA/qM+7gvy4sUWW+9DIArfecBwHigLt7JFZhKFbupHD73h9AcDkhoIK1fm8DkOhEkCpBdvtBhFB6w2CGoHSaR8J6K9mkPMRPFpWxMNcS07n5fOjB8jy3uNnZNhy1+tcSheBIS80MtrXPafaUesS9BW8IbtWLdg2x2nRVfSrxs91Tz4+ZwJU33N8N3ikkcI7uifkIAvGAz1ectmHMZ6xSB8++d6tqujbz4wHm9kaQ+l91a+Oi6tg0LM/XnkNk33vYctdp6Ydx8M15PE1gFGIxSh8zDGW9Y/8WHoOochKYeTKAWinAyQVpW7Ybzt6e4K1k8IpSjHIi3IGAZehSR8bsgjYUW1sAm5Rj42a0RNEhDKdzMElkHebkSajcyJh0JstAlGYMQKJ1upFmU3hYEmDR5ZDjeimABJlbYJoPdsavJSBBpt3FKnsIKNM6dMyjU9Hj643Ja1JZCR1DG96vWsO+jr+arhkHj1M+ftpfxJRxkdnG9PqGt+7fmZ1LK5r/GFdyPL7+Nw3FnXuyfQnfUaaMpqwpIddvyrA+PTvwEMzZ/ZdiUy0Uguq3lBqwWmOD083rldf5kdyTYbT3xvETuy3Dc8fN/z80+sYfzofgqKL4kA4yH2Jiud7CyDojpGi7liAnXeOsZ8AJOldKZWdZZKfpDlIWZPKRgZv2G1/QlGJjAEqX5hhK4rtdkPTWVZaPCNSYQFqkmWDaz9rpYPLQKNDG+VZEkO/YwDHGHs+/Hwy3q9odI7zwWUCcdyebijhFGsXMmT4BvQnVPsBuziO5/8Ms4rb086Imyj2/SnO62joEHSUKvjhh494/vCM50//Dt2Az19e0Qy4PX3A88cf2RTAnZHo1RkGQUZyyVAeNqPxgpot0FNWIGTPiVoA9wKLjC6G8JUZoKARkBkQDMJ8bRE44D0ceSz7a0YoCbC0WCgRcfP5/fHJ0Eu6yCsaU+EFOsuZoVtURK3j8GDsYA8+Kh8p86qC3l6RpPp5+0mf9LWDpX916BPPmzVmeVCcc52JFBpQD+Iu99+jAZhGGkvffwfHG30gw9FMkG95K4zIFS2RxUqPeRPQ20reFBdAGTUW64xvFEVRQQ8LV4pDNsC94zgc9/tBbiAAZiwxCrwGrbdgQzaoetgMiHJxysFSmN/oAb5kYPHjx+DC+PyFGZNFosxWAFXUotiebtj2bbRkTr41twrILEH2bqO9+6AxcB+k2AIMPiyW5HcCEb0PPpcEyGZBg0LazIYZRLaS54mus4vDSUdZZqmDMZhFLg9AzplUXCtQCkGI3gwtRGQt5Fvz3tGjuQEdbYeaj+ygv4Q2TewKmNlQ+TuW33tcb4vPZ5ZSmkRVAwdZknDX/V1qZCRtE3O57RsbFFgLaq4efFQFd/ho1mKdPHetN2xbRW8sb4zYIwRAOxq5XAA8Pd2AJ+qKbobzfuDLly8ohdlrGlmirXcc947DGuVUKbjd73i6f8DT0xOePhiePj6jYhtzO7vJIki1L0bf4mRIPLROcKgopBYUi/1cmeU/bD3LLocpt9K+/rUOx1/hGPLXx73BPVq4K7P6JO0ZBlgskZ/lGCXYoT+yQU4RhWsAZTazq6VIEm+gesH99cBiUX7n8VjlcrW7Vr356LgjvyPU38Puyff4rQXol8nrm/L3Us+J+Z4iuDMx5FX+bgmoQZAN4DNL5rEkPNcmn2vuYgmaje4MYlXZGSQygcjs4CdC4mPrFlxTcc/r8yOfgT+SvtxCpSBDRiYSxNd7PtvCWYiQpRa8qCPQXgBgg0JQPDpfK7D7DczqBM4jMw24Di2yoNwdtRRsGzuzlUIyhO7Atm3YbjfszzfUfYfUDbJvkFLhmSWbmb8qg38tx2cmH3B9P3YuG3O/2EQOzAKNASksYJRf/WfiqRHE9rEq3u7/OIcuazFBP9WCEYPRoFQXQKQP3fce4JPPoI+Yy7JXVh/usVzul47vBo/2Qfy4GmogYPEOGRgESz2oDD81gQV3R5L1Dn8qnk8RPAoSm2t5wHz61QcbyOqARJcTOibQ80B6546FvDg0h785cWjMaehKrYCX5f38/oOFOzx0Ad7O7biPR6zpLXCky+dzfHX+HRuViGWBa0GpG7a6odU6OqFIKSNjCElA2WU+PgTneQAgsMWMIpsIdpCzuUx+ixSaXB0hiMPaIEkwoL2NdTHIJFWw1YqeCzee0GCwxlpqBcvuVBV7KQSCRIZwaS0z6lO4UehmGv62bdi2fbZczzWSQkXCCJB8/rEypofyuB7Sc1x/H0JhOsuXI5XNmEbHYBJJAXwBjTCvgfmdgdA+3le+P+7ehnL65pHewtAjHss8ldzDshVGVzz4kPBOROa3OGhg+kD5gVgjIDns/U6lmoi8ClM5f/75Z4gobltBEcNxv+Pln17w+nrHf/vf/bcQEZytofUGc+A4Dvzw6UeeK52Y5T5SBnafUR9Arm1p5qtR//0wgiHUMzrPnA6N1+letNPhzoyCjBSVsY75rwoz9iLwCeuOe3CRsMMYgLNHtw7EWghgwTHWXinbcHSunAiOBL/X1PPHo7UO6w1uDdaNjo1KRN5jr/qGUp5YgmAeIHGhbEYAXtYg7QdUATZ1ZmzAoEVh2vF6HHh9fYVYw14Fte7Ytp2ZE61DtWCvFdvtBlVBO8OQGG2E+VTZ3cSd7bYhwhapouhpJIhCSnSMkuB/EIeFMmcmjUC9cU0qWE4nwfUAlt1M/Zb6YdVPigEaxD6V3PfO+UesEEAWcSAQmx5flhhyOimP3WS+JlxfEvf1nuEgmlxZNHppDPHWiu7o6dzHd4sUmL9ezxH/z5XCMiMb+iANJ1gQub9jyAxjXJJzz4YhhPX8qZq+VX78NzoMJ2Cv6P2EwEL/WjihYWADGHLY1v23eO0AwaKjsa2XA6Pja3P4yU6rEsCFuABbRakC9Ibe7ux6A4dIxb79EK1/I7Pj9ct0dN2hcqIF/4JqAqyzqxUdcwarsktjKQX7bYeZ4zjOKCFjEAdFsNuOUiuePzzj6fkJt9uN/GJ7BbYKf9lDHQbpvTl6I8gA9+G7rDZmDk+SqHqAE3xbhn06fD0PhwCLc7BoscdsiWEcDZdyiNhRRagKHFEuu+Dl6AacBhQHqvm79IqqgiKO4n8Z8CgZ59I0c1yT5fNJVotjfU0wsRNb7klDjFmCIFGmphuwV3aq0+R/Ozta5zKlnkuC8o5mzBj1oc949d7Jx+nOc3Qz3O8H12KtY62K8Mba2fDlywtED9z2HWUjGJRcLf2F16k1AJ3gxtxuT8PeAaZ/UTCzJdUwbOox0ekIL/Yi4BMkSrsywH9ymQGI0qzkjksb1B/1/m9wcBim7hYAogVVyZnDVumISWeVAsbeCn0Wekqio90oBXfE/EbjjLIGJmII48JsktDQrKMIqS2QOkanzlwPWRb40Avjoeb+HgBRzg2W6Xfg2qiId/Y4M758RGT6jA+aCQjbEprZ65d3x8m8OVCppHJdqGDsCd5q1rsCLKFNDZq2AmL5Td/Megn9CCRHrSCCR3F+pK02xmvJN09Q1zrMs+RupoQNwEEARBMiCb8jLBaOvSw2jYBdZ0H0I7nwvAu8GGBgdmKUY6+gjZthqxWl0JfLrFe3AO592k8DmMT7h1xmYmakJZCbLv4jiMd59Mv5E0xc1UROSI5RT/LufCflw3pHi/+UwBLlKxM6HgN5vZMjcmQuL99D+t7ZDCjsybKkys6KggluQXChClrX+i8d3595FLslxb3IVKZphK6bkw+QEvph0OL/hpS9q7LHOMf6LaZSxiffrJD3lswiXS5O+Pp5n8bbaiQ8Ou6hWqeyy4jhYuitsynL+dYayW8pDHn4N8EABbV5Wi25KQf9PQCpgBgNuVKARuO6e0OzA83u/MELvJ7QvaEfDYYTgkKQRugcinikvDvOdmW5z83SjS20tZQw1D24KHg7Glk/gkIf6PRIw+RzqFMJOxwuxkSgEsqiYzLEGyCNiUKbVEgQ8MIZ2XKhX64QaC3YT0A3RdUNW9lRtUAi3VhEoJGZcjUII4c85lkSIVZ5Z7Etc4n1HMufywYdc77sjcvnxhp5eG8FpMblUxgv9+Drl9Z1Q0Hx9dWWe3AFsea5aBxmuv+Dwo9bmJlHX73I3+xIoJndTDKbxYJgl8BLqNgAtGm83l/veH09gH4HnJkczRq6Of7xP/8jbk87s9fqhloV1gNAyXbCY47TUJFwhh2wKeTtnXkSSET4rgOYij0zhNpxMsruBDXYEMij0VLwM4nAtTBijoxK6LCwaBR0mMyyi7zfi4xel7cDCILoYTjLvMusj+fSCdkYADuc/GNuHa0d4dAZxCMgEKnPpRT4ViG6Q6TgbIg25hyfBD5adNsQ2yPaLSDQ30CSbgC9AXbgPO6Qrvjw/MxSlOPEeTZo2VA3gujdolOHpEINOS1pSzKqJ6WO0h0XRY86ewdGTb5I8Mkh5jnHFWlUhcGlFaNdhCc/VezTMLZnlGsd64e1M4y1lWZX0xaJtW0kvB9zC6zZkqJLEUsaav5+VtwaGJrg7CKyArRPYBMe3ZSkDkcJRmAt71dQ0b3DYaNUDcDgM9JB0r0YNWF/8N9su85d3ZP8f9xn2CXfbQb99Q5zCz6JBnWH69Vppo6PPeZpYKWOWlM+YrN1m44phd4lo9qN73uQ0JB8Pspmcv2pcD1WlgGqK8rteYyXtg5sN+h2R6bKJ3g0yssztX4pIy9ayDfTDPVssLqFiUX5casVt9stuI4qIAWOArOCYgVSN64VP/lIZvBuQLNlbOg4kEhRUeM+uiPKgjycJmXGcqnkTTSWFPfecZ4NrZP4uEQ2IQ6g9xMJzLZ+onXygAgQTmFwbQWHm8Q9CYCa6hkY4NWIUIesznK2Ghnjx0mOnuLAHt89wEygzAz6c47HErVHUEpwBZKO+NtiKaXJaTazmAggAtKSgyXVAm05zpfDw14ECnWAO6wBLWSsuqNoh7vCPZSRMxDhpmjNYdbgbjiOk9yWRYBOcuz7lxNNqbuPlxNFDdod7X4M3QkR+LaP5ivZmIEPH05xkv8u4KFZ5mKlLMbch5q2osY6jDXZO9eogHyaq60nsiyCawcz/2rq6d/uGE5+6CGEUz04wPJZEoSJFU4zND00Gf6BjkzZOYbuyecyHd7pR3p47AlYz85ZaSP4KgKxuDzDVrnK+ExY+NaxqPvLVAHJM3M99QWsnsMxXki/KP3gzKy6XtMHwTdtJRmygh1p44KOwf/jwyZ4eO7lMLewlQD3pYkJOF8OLHamT4s/+bciIYKYqMe4sMJjAB5h084AEmgDO0O04szANEjEQ3QM8Dpn6U8kZyHpUozNFkTJxhK2tHjBiQPbtqFEY4XkBWKTiLTblrnH97sjK8ifJ8nvX8f4fRvia658Pq/E80kCsAm6XuTKYu/l3D+uufj9mmE9bfe5foMP0rJRSGZNzSBv3qE/PNIwW8NX+ItnHq1HbrS3t/DLx0jZDOfozeaPh545BMsnlojSr3Jax6K73smSIIY5c375zLyDh+dbwzDME+dnbI3pyDxHnupyC/52xQ8pGb8UC00ffA8JIHUs53SIGjDaIVIRnu3A0Q4c7RWnvcLKAdkd2g2w5EIoIWA2QAxVBad3WCM3TDsNltE6xSA2hDDbgUCDhuEfJr8wpdAhUFMCQj1zQSRSL9kCHUrgZ6vMNvDDYF1RpaBCWV7TAelMoa8qMJAI+7AGdEPZFfu2Y+871AuqbKhlQ9E6HB7RAq2zpXci53wUvU5ASpBc5wMYjHlZoxy+ftOvpWl5LMJivrCca3XcUtDL8mV5PM+6tuL3B6Vxuc64OxnXSDjFl69nVhF/y+/q8ndo3eVxfs02/GsdWXLH6EEaJHy+1gz7XgdZXDrotTI7rdsLztc71Du2fcPz8zO2fcOf/vQnfPr0ER9/+ISnuqNowbZt4PqmwXMB1qI1NPHkNAb4++CwGeMfjnLJ1/Oz8b9oX8sI/gEYDas6yp1CUZR0lHj0qJ0HNnIbDYUURPdVx3jxHtJAXKyTYUw+7IssYZRQZkmsPW8aEQ5YolHOEhLrXEEyMVlFREVSFqQTPICUzNRxwNmyuZYSTgz3ZJL/QiycEkdHlIYJ4Oa4n69oDpJm1wqBop2GetsIYiO3oI+1wewLkgBrMMWKKLRbcHnkdsuyhxodmDJlP/cQBqimNR9+GhGIqN+qrJm9Oadi3OAY63yJruWIfeR1h4yK7yuWX+b6+5q+vtyLIE8Qadfzfqfkkcu/eY2idci0FehBRM7MTmSk1aP2WrVCI/uXczAzlj05BPP6PrlzRsfCWJ8CDwLN3/6wBczxkJ+2yH10i9qfgkhZwwxmrHoHUQ4hUzctKTDM9lV4awRRgnNGxed85ZrItbcMkNZ98AgWc8jWUW5n3AUNfmYYsX29FhLEO/h7ibKsdhywukOeniPdPrIoO6DbE7anZwLyYVR3U6CTcYwdLD0HjplEjQDS4FsxjM45guiOBSGglOS9HtkQUCgKOljS3np2m+UPQV06qg4GpFpvaO3E2U6084Q5GISK0qbs4TXMPKPJV1OEOgIv8MGJpsDAHVSpe7w57PVEB827hV4ZG8hd9JCP/F1HxPjfsCDow2d8+dy4Viw9ck3yZwuVL5rlf4t1Eb9089Gswg6gbLMageLPh3PtLjjuFvyALJvtDUhuEgvYzEJmbFXJm9eB4+UE2gtEKs7zhN1Z/tKcgBPJsx11ZxfeUgqe94JSFZsA1R3VDGodxWtwHBpgBLJb67QRx7gFwFgqR01llCRN2y0CNvmtkXLCzTb2XjjdVBMCf4/64G98zIyNlNOZgeEQsys3bfhk2QxiDfPPNu4I28GHM6qaRNaLpSgJuPiiA7iXq5Zpcmexy3LPjrnuhqEybzGeAzM4tFwn9W0mj80zAojs2xXgcsz7zKe+FK8IlqqthxvRsAFX3wFAlmaLTZkc5mQkfYdgSz6bAK1TWE81GDa5lwFGZLfsN/e++DLD7pArz5PPjxAILMpO2AtwIQCyGdRYGWkLDX9+BURifSDfCxA6WC9HSdXyo8F/63Efm067JSlV0gd9D+h4k0j27uGXKZnTtgCcWNfZWy/nqkplvDK+o2C1j8z1cVlfqwWVAF2c7xpQns+oWiKgKkvnxuWTARqtmdt5vgT9bPncev4VU/mrgkc5SKNucHnQ7zk80tzTgMlFux6ZpjfKnWJ01cFA69egv3cvGMs6jTBgLGbJfObRy299jkWwjntcrytv15XGFL1dmW/uaXLKyPX1VSgmS6FkTCgdgLi2KEb3lZUEN78+LqP4+OEjzpPE0e1ooedIRCqqbHs4QAVGK3vv6F3ASJIETwGNg7pVyNmgYtBapgMDOmAWDnA+S95uGmK8jgSXwoatFjgamvFqTINltsfryws+bDv27QkHHPez4Wh3uBie5AnPH9idQ7RCSoWWDaVukK2i1p33p+/Ml080fs68ZQ7jdf7SYM/3V+Q7rbGei2wx8sMbzggsL2tzcnzWrYpgaSu73JUtizel1gUM5RtD+cSnh4KIOR3B7Blki8/Y3B/CaDLCABjP6Zhm0nub9jc6RnoyZkep3Ln3+wtK+RDR8iRzBADDh48fUbcNz7e/x4e9hvNC526rO27BzSEiOM8G847qBe7K0oqx3nmoGKou3Eo5btERMEmStShq3cb3rsbR5E4SD64dtUgtJUBWKzuBybaDjgyj6WaMwJo59n1mtPCBO1ACGJFFBgsdKDcn0BvZRmOpAwECzLWcxqEvyxESwEkaWE7laa2EmWOoEZHr1hbw5A73n9FPOtlVp0qSYVF1jEwb16jsMTQ70fsBDTLWUhTPT08oorjf2amtnw7dPqDKDvSKswt6F9yeFQxryjRtMvtIZhnueELhvHkL3rZOTiOm+WM2ZJAkzZZoMUsnteA2RXeKlhU8CqvWAXi0O/46aY9H+YcQXM/soLRCLbKPMOXNMlMYan9M4CLEVsNhXdsqQwQNww3sjMKPLnLtFw7DHRBmF6A4fyAoTgCCXawkxCPdyUunygCXLPTsBKZmivY3qMX+pse72VzA3JfD+1g+9xigGN+SUKCREpKMtWRkDjOhQ0xGZD8NSdUKR8O8dK79uFSuzYAaivroGDWyj4JDRpUOvahiiAaRkfkzSVbnWrHWBwmsZwZyYdCpRmAHJ7ndrHX0ZsGJ1ocdkSUdWtjiHcgOm47eepRcGLodUxfY7EI5htSDe8cc53ni/npnSa0q7seB+/0exKocrFLKAGlXPq9FLV6qDTX2dw4rS9tY0pO2U27NtbJytTrz59cs49WG+dr3HoGjS6gzllfKnTWmkCUcjuE/whrQJZ1cjsd5AsWNdJw+Y6migDSDbEobtBubH5yc//QlRH04wxJdmHrvONsJvALWmMXZo6zRrDEjzDozlkKf1fMzbrvjDx8/oFSBomPvB+r9C+Q1ukWhwryhB3/neRpuH57hquhn0DpA8LQzMxai0bxmmSkRaE17LY2rsNfyHsNZz85yZ/PfhXwyswv3nocsbeboYqhp02Pq+Ak2ETqejrNf1u8g0c7XFl2SzvS6TkeW6l/gEAE0OvUlz2oPwEGLjsyq5RsXpz3tQ1/9MKSvShvBxmP7RY/nIxgwylRz7HLzpW+UmR4W9n924Uy5nFlh9kB7kPdAMB9h+3IJlvyOs0IEPkGLIR8kAJwlK04SpPAM8rGcNmUn3UvFeZyoWukfhH7u3gmIyey2l/Jv9Y84DjruvdYKE4eZoo3sNN6oiqDsFRsKCbV7lDLD4UZbk7Lo+wCkR1ma9zaAwQdX7/Ldd5flVJqy+EIJJrn7yJRa3wdSllKfqXpwDvOcI0gzTR2wIkhJwyDkdUu6ihzz1hqO3keJeWxCANSz4/k95lvG0kWubXxlPL92/GrwKCd3rRUfm+47z5F1mmEph0O6rO4RtWBmSAJNQNj3qdW+U9Z4T1I4WcY0Bh9h4GmWGnz7GGj8lKiLNSiXScOS2jlPkNKFEY+hKfO9x4kzi4h1Tn+ASRr0hitprfAcRStENzAdQuGmAArqdgvegwJ4BdAJHOWmVYX7Oc6lQiOSxhvC4NFB+KlaGO03vwJCEU3oC2KvUmAr0BhW0+efPuP+peB8esJt2+iENYNuzLRiRwhAxEaCl7pCpULVAHWo7BDskPoE3Z5QthvKfkPZn1Fvz/x924ES1JAW108raCb0Y/zTDKPQ/89WalNqZ5nQxcIDxtyKCDNR5GG9pCYYQNWDk/Fwum/cCYC1wn15TwAk383l/O+dOeJs7773Gx2CAbaJ6ui0Jqr4+OMPePnygtodW93I32JsQ/rp4w/49OMnqJ1AZynD/Tjw8vKKv/u7/4BSyWtm7mjtxMtLI/+GZAcozqmooIKE0lULwQPHAgNZ1PJrlGfSirjwHjiGEZEO094Nuu+jC1xsUd5XRqmc+3TbKs5DcYJR4N7LJGkFLl0z1ghjegMepQclFM0VoNe8xVBmfA60jm59cnmE95GGj0CCb4wgQ1GEQd3nVgvnWQtLnWDAbSuoDvjZcB53nPdXPD/v4UTc0fqJbkeUtxg0RFZv5JTRwqxHQPDjv/sDRHb89OXA68+vENnx6Q9/RGsKSAVgEDGmdiuLeKUQ+Gm9w0F6mvV4y/GUcj7SC5xz09HH1p3ewozCPSJwbo4uPVL318jv5AgxN0BfsdWMXE+Dl+UZHUBH0Y2zMEKVab2FBRtbnWBzRH89z/dgjA1gENNQTonpS8aW+7tgCRJU/JZR4o4TJ8zYpWvbNoJvRwd6AK1hdHfvLFtez6dstQ5JHW+XBqW/1SGxJ1jmhQiyYHZryjVwIclwoE/DngokrPIq8/UEy4oAntwuAj2ZveZdsqqQR+d6Mo9228NpcXKrDVBw7v3Bc7Q4dxoGLpQt1bPkTnsnQXzZsBWDbnWUJXY/yJ8mFSRoJwjF/VoBDXsEM/JdNrZ33lSCxDUJwkk43VvDcZ5BvsyMq95IwoyiUarUR+YLEHukG52grQ6QKQMFP//0GSKC275jK4ZuTnmLWOt2LQdPnABYTFKZU1s8zTIa9aUWZuV5p1wh9Rm6j5keWUipjb9Xy2a46b3vZBe29pX3OefULyJ4UzNHsHaCQRY36H0uTYDVwzkmiTOs2KjD0U+Ss7ci0DPGRmhPap06iHYndcy2NdRtw7Z1lLIB7kvGIbs1uXf2xWmC8wCO/cBxv0ObQwt1f2k7+tlw1zvQTnQtLCFToc1sAf57RuSDdLifYEtXHzLQcl7rQxZRDmQ8OAECC/kcJefrfv+Njt4bxB+BFAxgo7UsYZtdmAZf7SirSoJhTvbIPkkwAnP9A3hXB/w1xPQEi7NqQiMYNwN+w9F+uL+RtRPRklLrhUTaU28u48A3ImtrsYfGfnRfMqv7qGacNl9WsQR8L3TwzTH8qOEDJ6glzNZMU3yU4q32mIJ8U/l19ygzy4ywh/FKua8a6QJxW+tYRcZ6ZhS7ObM9IxFBt8LqEGtBuQDUKhBUZsQGSFL2DaU5rNe5ruJZgLBr60beu8ZmCAY2UCr7zvLftI0flpUs4/H43rtrUBJQeWv7LH8FKOZMEh5Z3+n2T9/Nw6YFUmY+nvdhzY23LeSajHsCBNu2obUDrV19tOQozOyxxCBiBw7wF8BYwxoclq1HI568zgi0fJ9s+vWZR/HQTK+Xh8H9FYdjuUmfCiZ2jCvGoCA3S1z/zzmG8TM29zRmv14nO18fzzmKYlftiKjBj8XQbTiVc/etwMk0xALOnte6jKfPVKsw8vmyXEOr6QQ60RUpBXXbsW1PqNsNdTvQ2x3Hq+O4U8GLVlRhBzaVMpT82enwqJZoC66wo9Nw6I0AnCqjLULEs/U21oLBIdH9qdYKiJO0UwTo0cmoz/HwTmf3wAE7G4o7NhGg7sM4rvuGH/7wCSaG87wDW8EPP/yIettQtg0ujtZP1OdPqE8foftH6PYBZXvGFgCSlBtG9Ag6DN5R5O/LT0S8OC35pizWoRL4+6pVJ0Nw81L6zieiptgBFIUOyH5ddr4AR+/BPouwG+DSw3VkWedxXcOSaTW0TaauPoCo4/QzMrF+9vdwlLoDAAGIwuwzrQWfPn4AEHvXCWSoFpSQO1++vDA75v4F6A37bcfT0w0fP37AP/3jf4m5m8T4txvJgRHEzwMwdaURXcI5hISxGO3H4VFJx5IuV2PZmcogq2NpR784kdnWWgd4RIXf2oneGuCGp6cbRIH76x3tbNj3Hbf9xlKSMJjOJjjV6RDoZYHNY3ATRGaRp/dT82am8eLAqgyphOLeo6MIekeNntGpBFOZChQW2Ue9sUtSLcxucDFYazjzmjhRNsemmZFwR2sHujf60pvg9f6K+/3Aee/48OEHPP/xIz58/IjbD38AdMc//eM/434Knj/9ET/8+CNejx5EglT4DmY2dBHoLujnHff7HSofobqjmmJ7KmNu0tkphXwr1oMkPUjxH4fY31HIqU/Ksj9777DukCT4l7xHft8CPGF2Gs9XRqarzUTGQTqN2L8p72TMoztYElimHJMoqyPBKIAwEOWdEos0TgJKfrue5irOm+D6fecTa+AoSR+P11caMnC431HLzki4A9IF2jdm2tkZgY80lDIzUmBvxe7f/Ni3CtkrthKLYossliChH7bA8NpjPoFLRjFEgTN0RHAVAUZd6krSnF2AFuu0dcBjPSmjtWsZggWfUA8Hq3sQcvY+sr6hLGnP+yIvDeBi6GgQUxQpjGOFQ/H0RBDgfD5oB4Vxe95P7LWi7tsA8de5mjYSnZRaKXdEFP1UBooGuGXYi+IQoL2+RgevtEsjo6Iod4lbxESmrUdAK4lpuW4+fPiAbav45z/9CT1AMDeQ+LsHcCvO+5ChkseRpoHKzAzVKLvLT4SvSYe7FDzddrRC8M66QZoP8CjBiZW/aD1WgClNmNWMee/IMGPu5rxGfjdNDckpjw8ltrmsTIBqEHbOxLeBZ2IuW2CoBfROdUI8dTpHo8rAkqCWGWT31xP19Y7X/Y5Pn37AszCDDsaW2/f7iW3foEUiIGHwsMF7O3G/F7zeD2ybYoMOAnd3Rzvv6F3hhTfvUigPQR2epcsmCpUOOQ+o1si0MhgEnkGq3jGCg3nEmmYgJzmXfK6bbwHpf6Pj+fkZVWnD9+DkykxzEQK2nntSygBbVr4+ALP8XcLvAZCxCsJvitUOxQIsAbHG/1w/8itHcnby/iK48eBMD1Bn/V7KmMX3dPew6+YXCSAYA+I2+XgzgCIisIJJRuy0A9AOwB0GEoRbn3ZVViZo+CYJxJXcH+uN6gYrG/r6ql0tu7Jk8wzLLt0En53Hxp5HuuCRiVUkQP1p86zj1JF2j0Fd4Jr7i3ar9fRdgLwzVaE8jTRG74BYwVZ2HK933F/v8N5x+7jBzFBLhZaTsir2kNSKbd+w7zt0ow/7a1cPh9zH+OQzzvcet/Nq0OU6WV+ffFnzb0VyWq1ztybeXCNcK4gU4PWCVaxrNbvdumMAa7KR86o3G2ZFBq988Ssu5XnxLKvf+b1+3a8Dj8ZDJzDyIDD/jGNyvQDigg6i3ujrBGN+Jg3NX3HZ5BYZAMAF4VxHcf3S47NF1CENnUyjd2Cknhum9gTeX4WXh5H5b2pseeczF6kVW9xzgEKzjxRFbnitBI/220e0ZvB+4vWF1fXb9gFb9WlwGDMrvHl0a7PBVdJ6Z1Svs7bdLbhXFhZ+3gIXZ7er8DUw/TyjOAoANSNNiv/06b9iK0n36JZyYCvA8/OOfats7bsX1F1prMBQasWHDx/x4dMnbE9PaGb4/OUFt6c/oD49Q58+QvZn6P4MyR+NuvXHxeMeBrhgli7KfC/nGjbn8VvI7DCEl/l7BCcHUpqfx7S0Lpbb/Pw3gaPHYyGW4yUyOpEgEu/JI4o6EGvQ4E7xkd+ZO2Qq/68DZ7/NMbdrgJsiOI6DUfZGmULC9hYpo4K6FTwXQOszzA2tG17vBz5+eMbf/f3fjTIiMyNIerY5AhntCBnVPYkIV9myHKFsFYBG2RWg0Q1tiT6lc9871EAuDw+yVXEkyaiKwFzQeme2niDAMR210TTglYr5PFBKRdlKlJxwwPhvgCABBEh6A2XZ4wnqOya4eHlGmfohPKnzbJAEF8JBgnV2SLM0kqj89H9j7t96ZFuSdUHoM3P3ERGZc666nH3O+QcIAQ/8TppX+jf0C+IHICHgAYGQaNECNXDUCO3Tzdn0vlXVWjMzYri7GQ9m5u5jZM65clXV3nN51VwROWJcfPjF7vYZklVqUcFed0hr0N5BMNyWR2tIOSP1JWKKsXgSBbX2EVkpyri/3JES4en5CVdNSOUCAIP2mCfdAMkZJgS11lD3HSX/BuypOVbJhABkbJcNQHZlOQFK6GLV+JQmXgb7mFkK3DmqlYaQBpihHnCB10umU9ANIqCt1yrqvmPs0VwcoDLuG84NGeHdHBqg7+0ga6GI80qjVsHCm3gFq3PE1TAgDaOiYGAxURQfP24Ei4iJR9EQxGncMYFhr9xVkZi8cuZmxsa9WgVQBQgM7QRwQnJHSCgxQvsbsvs9GqcEFK/MBzXDj6aZ0yBquT69T4NSUw/hiHQYwiia4cIgACPcTI6Z5HXT2x2AKa3NDUgEQLRB2ky5UbWIYTO0TMWIvJIgJ8a1FKdzNFkWzXVLnm6k3i0rVZ5RckLuxUqNRcTj1aKFyKvMhYI55CcQLD3VDZIUCgtDk1V/jco3xqIXxyVZhBWDkTQh9WQRAL7zziyfmcE5o9buFb4Uia00eUlW1SelZLLokL/YgM9D2D6vaxi5LJlQilW77Y1RtXrKhYK72jyyrQurNtfxqOalX8N9osth6FkljhUj6QyO/ZHWYSDZAjMoXf3aLnbvEO0S4EDktiQJGNlZk4Ys/eUl4GYdcp0+Eel9gKunZE5IJq+uLGrpZ65oEwc7tLWzbRtKyZBO2PeKl9cXPPOz42d5REMA1HqEWasVBsuQUD1yVe9kfNcmDKkUcGLs7W6p6bmYk4kYzOrRTwzSZsYjqBuP7HviPHD+fLMZT++Gs9X7EmnrI7MWH/heTcRcEKZ8k+MlqkVJJ4ZwYFlZmmfIE1OeNIpNkYr0xkkajoWQDd6XWWdq3F+PYItG9AawGgiiX/GxGlAAYNVdxtnq4NBheArheGjoU1aegrOTNlo+nVz3MCgHHt4ilzMRpC27nXxNL3TbPrvhAIJcFgmf/HxPIkIp2XEgMZxYHjyH7npMtomx7p/T+XDk+SPiHsGODIdT3Nk+MJdCRhsX8+LMmq13NXy5vbkTwKLz6kvD5XLFP/7hT0glIV03SGI8Hjvu7QHqGbf85Ph5H8cPm1E+K9WkOZeKN8aeo0BE/vtqPFqjhM7nr8+2543sLZDx0MU41JcUxXXtrobX+ByRYwSPDFueO1RYo0Mr33436nEY+b7e/3P7sPFIZ3+Glf3P3+zHVRQbL3BfTNeIkNQImZ6KQlju3lep32lDuB4vYEoxAZFmMMy2tiJCl8agDC6cD9C8MBapWVHVKzWwCwdvRkZjBGOSFJH/OQ1E56u8L8ftuwyhLvd17yQlEGektKFsF1wuN/Nq9QauP4D5gcw7BiSyGIPtzaIHSjGQy9479r3isTf0rlA4k09WoaSUAiVCa+aBJDbPjnrKTe9Ara5cyCR6Hu2O4qCGFiVhUoK4533LwPWacdkKHK8Wte3IJSNvEU11RSpXlO0JhRNSfkLePiFvF09VewKXG7hcwanAUlRijHjOawzpCogVcxK/iWLEQb43TWNdYc4jrf+WKVwkLnIBZBgR31sz3/BQvfHkn5dKGLJOPxFcGA3ldTEZjZS0sRfWLthd3hh1v3dbhVm4Z1DJU7Vg6ysYOgGIFClVtPZwgdm8iBkZ9/sDpRQH9psparlkM7AMxWURStTWhwRG2TI808vgxJxh5gMX3iIlaV2PRFg85jqMVcbbBQIBUbcIFIm0jgBwDqBOZ1LsiliEHofXl8mUfLaIPJLAm4ioCBckzKnr+CYC4g4Nb6rn6U9PhoUkgxNEZgrsYo40jwkZbZDe0atVY+MKFAb2/YG270BvYFKUzEi8AWjgJFbVpjXDScqWsie6IadnXK+fwSmjNUV7PMCFUK5PYLYUmtqsfGNURAnPWRe1deA4Ajk72D5P4ZCS0VaijJE2PDB/GAovMYxk2B2pQ3Xd4zEEp2gdlcHc2QX51ZNt0TgMInesDDpk4cc2bzbv5h1kV54lIJDG8eWhY9mKmsmJhrFwiTIc7GoKF++lIEjvOOCyHSKOgIianfKJERYd9zPDYSgjOWcDNHeBNnC5zKMcHnzxebIqbVZZ0+7FuH7Txv+v1b7qZIuSVRGxR2TGF2LPVegmm3CaFoQ3coLLI4F7lAvQHr5m2b35bGyvm4KsYeSGgUjP1HVxTKNsxpNSwLmYjBW4hYPuz/V3lKvtuRTpsm6kJwB8KUfaguV+oWFFJLuncRcidK8M2BVIEHQh17kspYnZqvQEBh2YkEqyamhsRThEwotrKcc5JVwvFzweDwdWdmORgwRbYQQaOCmi8akjBe5gNLGugxMcx8m9wq5oD9qbFgGfzGjc1Yud+GHGNBS9JxUE1cnLOZGKFkP6Ec4cRicGcPG/m2IAkmdyx6ICXmQSiey5oautOsiwdXsHdFkmigkVJId0jygJn8AsQwYVsbl72jaoKq7XC56ennC9XsGcsIs5cuq+o20X2/sOa2AKtT/TnT7EHaAGPO5GZ0szeackpMsF5QqLLMWsUsiwSJuIkBMRdPaqfWrGo1jLjQh57E2MtdK7oLfmtBgI7LD0KzAcAbGTgxqEnIG5FtkcVAeDT/Akssjb0BVSTmjNjL85JTPbRtQ+4ZvaWvCCv+q7LXiyk/zOtXFQaOfR8blGlCiw0M0pxzjXMiejMxsSQhQRXO8ajWH7ZG9tBE7wgoUauG1hPB+GgzAa+X9EOiSZvMCwyDAd8wiEMUiFFnoVhs+5RtUdNHDZmUAjKjvwjuB9aL7h2fWbSGOLqmwpJQiJBULHeBANTDND6Jh9NAeGAdW33n3/28SEYUaTGXrtOcEqdKRdXRPgPjznL/Nk8gsUBBIGloqv5yUdtHbVkeLb+j30IcFky8c2zw9covfPGrcb8g+gSGn2bfJWGtF+794rZMeDnHGMYgqZMZx9ur6o2PH3bRBfbx83Hukiu+AXP+fQ3tKKKchGE08CD/knvEiHBfKL2ombHR79ljhOikNzVSkOk2P/NcUvvAuakuMArPeIS3R2g2jK8mcDw9f6pstJh34aEyNNUGRAGlIqSPmCUnb0TYDekPsPUHwxAifiBL0BaFAH2QzLcxAXAA6SmSBCgKhjElhIeyjdKbGVBBb2ME7PifV7DUUBGAQqp4S615lTDTWsaDKgz5SBUhLAQJeKS7ng8nQF8wW5XJDyFTnfkMsFpSjo+mwlubcLeDP8I84XUNqGgjysV7qOuR6WB6CT8anPGy1zERFnb9pChWJ+F8KA8GicqEAYbdZ1Nb5OWXPt4DvnTeKwdmc99ZDC5sq7vZabYmkhfW5cXXs6gOgITpT/ugz/z27+Xh5XgYjkmWHxZqQdfQcAspQubVh1ccsHlumxsuaecGZMc91U8MPqT2TC1PHa+Z2AkTtumG4RzXEyyBHBSk17eLz/RurvFxI++/VikU8ChVUXIqeX8TthAOnTkioyCKz6Oy7HFiZ89EoowAJt6vt7VlaZvE5NaI939nkJQxhcMKj7F/T2sMeImiesdVMK9rvRMY57K6h4RSptaG1HbQ0sjNvtGdfLBfn2GalcQZw8qsKe2Vo3AcfDqhNb5BATQJ2GMEXimAWBnzOSOiaDNmydqI7FsNL0EbllKY7kEUgUkQupYmpUsRKOeyfwFWwsddG0fK1FiqMYDgDgwh1WlkJjrYsbJE2hs9Q847tHxSV4saiCD8afUJKPGC/wsVr3fvDAo7Um6IyvmVFFK4ZiEdL9HWN4THh1XC/1teGCZRhy2deq4dEkPw/L+kpv+v09mur4z/FgjFWkqg4jEybPWdYfAB9HTN4VuytkgOQGpFRAabfKUSqWLpqAkVJqnYBSBZpFGpJ4xGZKSDmDt2JGVuCt8ehASDH7ousB65eRD0Je32PVUOM6s/Ij6ByYR+nzABeVoRAoerdUGzaUWDQxxX/sX7FoosBcs3VsNLV4tTfR7rKHRcHc73cQATknj2C097UIDTXszHCELdYjt8d7pJsOXKUwGnAyWWcrGbkExiQ8zVRHevJKHfj0L1rx3yO1LUZyJsd9vEXKG2DGo9iqCWbEZwK0e+CjWhal2yWh8IB3P5/SDF4c7+G8hhfQkZBBVhpiy54hLIMZJ2Zcr5aOfnu64fZ0QymWqhoK9lqUxfi87QszNGOAbafezQhZvcLjvgPE4K2gqNpay2lUWmMYsHlOyaM+aKy/1ixy2ZxvCZp4VK4iz90bUfddppc/eC/9JU73v24L7NJZFRNYVxAxg0Uhq+E/1mnwfJo0+RCFSjFm3aooE3mAYWDtBE4NjfP/muJk7D1/E/vvKkvHf96y4qmyDRFoRlqdTz4bmRAyNR1nefBodwJGjuhwRBI8bdOZ3pKKFbhCa9SPENCU3LnOgMr4LZyRZpxZDfXzqy57Mkp8qM49hDF/k9a1bun+SoaRF85Hoen80qju6awqESNH5k94IDUCBTparai1ou07tFmUbM7JrmE2vCmVQSNBFols6VnNUua8/zGdk1dF1wmjuMTKe8eA8LIozvM7vr1ZLjGNQd/Us1eGqKPrmSFrxRzFvayzQTNoyOPL6iWM+Xy/edW6d+BR4tnvpWfano09HKd+fBN+2Hg0dAnYBohJWY//XDsMySoEjU6r/19Pwzd1ndOwIoYfON97fXCsJP9+EIJ0zuT5hd90wv/jea72HFNSmofcJQI2isTudwYgvpwNS+cWmzZCuuO6AOVa758s4siiABKUE4iLVxzbkItAe0Ppz9gfDbs+vOS0QpqiNfO8m1wWDGBixFAqYErY9w711J3YyCbn2bkh5fTu1uvYq6wmjKmFn9v4WcTC609fwMy4XgtKSWAyj2iXBoXhN3FioANlKyiXC5gt4mgrT7hcnpHzzTx4z58N7yZlpG0DlysoXQwoO0WUQPyzjT695SdhmMktsstcuFD8Tda/cig6eWYXpjHOwTvrJJ6J8+/LiestVoZP01My+6Pz/IXZxRJXNxzoinI53lXmE5wqkpLbMf+K3P4vbUGHdAr3ompAyP5vVIMfhNq9xD7fZmixaIbkCnpEL0Vo9huLGgCkBE7TaADEMggaMoUXq7bDPiUB1B5pTeQkUZGUQSygsQYxhLPwskS4q4gaiLDOPZYoDC0mVERE0mAvQUpEoMxgCCw6L34PmjnX8yrsvRl+709oRa3vrg87Y/e+RCQDgdD3F2g37z9cQLg/XlEfr5D2ALRB2QSQBkWiApGGWh+o1XCOuGTcbk+e4roBnB2QtCMXq7K4u5CRtg2F3RO5RoSE8EamFGSiEUkaefxMEZWlTj4UQHiD+ERCFNAESHHjUYRueTRJ7NpFGFSZ6aJ+AANg06vfmWIEbMnW5r63MfhhOBrGmG79GLgNRnxmJ31uYr/b0nkbqmNyLC2C0LI2xp9OQ2kKzpMp66AbcelQG13ADpIjzrg5sVeKIdvHHSB49Ssi89y7A4CTOTVUoiIXhhH4V9PesBifiwFSBazzYp+0XjAbrZ8uEEdIIsH2MGdwzsjOYwNrzFIZJ15JpgD7JUjzSmweMWMRT2n2exWEBRjMXpeXM2C3RcaKvukwzmK81pTJLHI77hjv4ZRRHNzVaWOsnd46endDkNN8qwzb3WAEMwrlBOqOKeT7JJdiQVq9gTaTXWqteH25D6dDKE6mgHkZetGZMhuvQkuqF+ychm6ihSvliRO2reBy2ZBLcsOHeDp09+o5MoY6qLAu/4JuR/K9Qf3P1LNlRH9xC8rQ1uc7rZE+s2ZVjZRFIH+XmfHPQQKWjgTWjFVfUwuOy4zWOjoJWAw/J6It4fuW1JyRKVuK9e12xeVyATOj1WrOAFWktZIBYeDQpZQ9JWcxZkBHtT+xTYEURttslq/b8yfjh1CPFDN4ht4jSkOsCqB6xDA5nXcLPIWz0PfXyM8FjkajXwlpSp7uFHhDIbOYrDNps/XdZSpfu3aq8XF2mAD2qnWhxDYV9EhT93zGob54HxhwZxcwdPyl/SVrOgxdlsw9Feshoq/MB++pe9ZZCeV6SGvLOUFaQ0CieeXoy+ElbLfNx4aeB1t7YqMxyaRHC/U+I9gi5R7moBMf75SSp6Tp8m+8zMI6dMyvLVOZgQIxCqsesRjCxquEbkOwsfXnjteKcViw7cKoJR5l1FszJ0Cr6HsF1IoT5JKx5YyeE1is2lpvnvrLXmTB01Nlkc+jRq4uDql4axEFOGFERK1TgnBcHZjru02XL+oDKBp7RYeqpZj0f0Af+62HaK2Gh0Q6i9nMatDHlS+Lc/HYm5BnvYjF1OgQBsG433zu8uZuaI/5+SXtw8YjdsuyuNHECDwm11we7KRoUVRnx3T9jeERKjpfbhnECarnC0DVmBSpe8XC4xkPWTpATom+ZqAZ1+js+yq4rV7YQWQQkikGYHJ4GTxUj1dPw+F5q/CNGb8Yf+vp3Ah567pEKOmyCtXiiAUeVaOAWH1U4gzl5oaUC1ISSKoQ2gBNqBWotUJ7h3ZHsff33bspoZwTrikj5YycL6hdIfKCvXrFqVZBDsRlMr0JfTmbVy9lmzcrk2kCYlR86k3QMiF3Rq/VQc8IWzHPo2EtNXTJEDVh4Hq5gLcLmDbkyw2X6zOuz59xff4BzBfsewNfPoMpgRIjlQJKF3C+wPAgMszCvAjlRMfxHNxjISK6CMPknuDh+f1GO3keYq2M+8X931ufi4AKYAnzPx1/p4070xJuPDjcskeHNVb9Y6UohMkL0xCEIufbtqDOvf+92xBw/NOjQyY2xxSGEkzosywb81rE1CrcKNobGmwLtm5JAdvlYsLxIcQXh3mOiIhpSJkZKSs+x6HrC82JO6kINlFPRxCLNIrnQYeXgZS97L3TZ59T6QJFg6YC5KsJ7f2LJVkFaK6XB1XPM+hESDkvnC+IlJ1PwZQ/OiVs5ZMtIkwH7k6kSAEWam00pEFbhbRX1P0L6v6CXu+AVCRWXMszLtsF4IYff/wjWrXKeHuteMqWHkecjaa5N6W1jqd8M4DV3qEkoBQClo0TuUHI0ujYt5lpg7VVE3o0uTcuT6PRMIJ5SHj47wl23lDHTBCYnkZAtB343VwWNp+6CLmT2/f5NylA2YxIWzoJpgs/GctKAbKKcsYTA4so5ok8wscwcA53is4xuYLufXBFIPAwYm2OdU6ADsXpa2vmlKATxjmsnvCQBYCULO2Q1IREcoFPxPhJbS3yKn2v8UH++F4t0kSHUSR59Ku0+XfIDCGLGEP1vShAq3a+Gw2H1E9Og4M/9Absd6A3ENiVa11+r5ZO02z9llzA1xugivvrq0V3gdDhIfle1Qr+uKHZJcy10dvMSbIJweBrTF6MQ6HdZJpDtKrvC3GPewkDPaYw26SNlIbePdoEs3qkgexb1GKLaKRkqVD2fIZS4HDZes9sgN2PfQeTRSfte8Xr/Y7WqxmAWkOvzRSrHvs1IgBk3o9mNI545KJoBwXuDRGy43Ztm+Ep1dpQpaFq9XcTdJliYXLeu7bYKRnTgIQ4H2Yr/nOzNFf3ZBikLEibBvBwdKcpkF2E6epULsSaxThodNWMQEQMkQpmoORs1YTU97dHDw1IipSMBrIVEMgpI+dike3upG3daOi2FdsGRLYNkhmTrYpen7pDKHliWGkdCkpuRHqQ2XC7VXELHlpKtv1DQcuxLEyMETtHXw+sl1Wxoxn5G1FKv0xN+5dpBjUaUXnm8E0UFVIJtbUJUuz7vYuAtANeVRU0HWK8gpK7+jp4gr/zmg4dw5qd3gkDfchDiikRxcGPj9pI21fnK2wp0Tx4g903+NwxI2A6fYnMcUJLF4aa4Nd6d91osUQ8nVVALBEmB53V90PvkN5srYiBlRMvacBhQCKCcrYqaqrm6EpWfXKK/G78jC6uenQY/7z/zekquToJgj+Xh4oE8tRMwJ2wM/U+DIIiLr0MtZkA5WXWIg0PwxCU8wbiVzQArOryORk2HixVrlVx/dQepCCU6xXb5eoOwuw4fV75k9ygywmWDSC41wdKySCvYhtr0/omY80MR91bpTwEIJeHl19O+z0Oqq8b0eX4YR0AmdffTPfV86PnVL0jTrlzk08XHVRFxYEsrTNCQODf/lKi9MurrdkjB2EehIJosY79AqHNFa2jZfcj168b3cOZgaNy9o7SfJzFRbk+c+uvPtY5Z/boogYQd3P8UTYl841SvQhgsRudKIzjqiZwj9cKQS1NZtXVjFZYuPR4j1P/OaFsVwMN7B3YHyCyFI/78w790tGpglJC2azM98tPP1r+bPLS4x4l9NgfuD86HntbFFSrPMLEaK3i5csX83yzbY69Kp6engBYGd1aK1qzUswp0n9EcLla9RWzuFqI/eVyxe1pw/VakLeEVDI4bai1I18In59/g8+/+Te4XD8jpSuIC245oZULUi4mbOSFmIA85toNP0NrI6ul28glnxCAQ6k2y/kALY2xXrW+d9v7v2kYBd1gMyZ/5UznNjzoNJ89bzi/vteL1YD0M70lZ95rqe2AoiBftyE30fJffOD+/9KN4VgStKRehFdN4SD8MwxYVG0ddxn4Tuu7GGObaTsAIF3MyBAg5G7pT4lBXj47yqePFDEAFIpLpIOKRTeBTNB9L9qDmSHUvaiiK9AJnlJC0+bcQkH3vmRLuZOmAKz8m5WKNmBtAEB2YU4MZ0hh0QdUNog0M7YsDHBtNPDCMLeDmPdEoUOxIsCq2FUZVIrGf8nSP4KBLl548nRVC6OtaPsrKhq2i0UfPB53vL7c0XoDp4TPn5/x/PwZ2+0CqZ+RSsFjr3i9G1B6unVk6aCSkZ1XiYoB9KMb7gczUgrlngBEifdmaboqSGQeMUIGWCHtbgCqVDzvPxRmM0ZOD6R/dplOjq+yIoWqlamPKImUzfOdeHNhXbHX3bzixMglDzDjiECz6NdkodzEI60YFKyrLc83I6ulG/vxRTKmUx/frFNX3M3A05cdFqwqFBNTRN/ammnZK33QGP8FKbASshVO6F2x7xW17lCxPS8C1CZD+AlFDfi1RR99hWcM6Ty+h/atkwCDTCDeXFwbDoiFH4iY5mUW4emIA8Bq691iAE0xtyJTCUiWGnS5wiOHLIUHeQMc+8cUvUg5OE0iCUAy9j9JpEyY8q/d0uNzymik0N0KcYyUpVgDTHh5eQUljx7hhEwGrFxR0UVQW7WU1t6t2k7K6G5MABHKdkGGgonx6YdPePnxC/7w5Y8QESR2gOqS0avg8dg9/amhexrx50/PqLXi3u4jyoiY8PR0Q28Ne6toKgMbjpNiY0B8ve3VaLlhQhrA+8vD0pxqrWacD7lqLAvDc+pqkT8dwBO5k2MREzzxdV4HMxxtmIakh3/+UmPSHdMoFSDZ9x0AG98pEWEE62NVYCt2/t6BJgB51bVaMfguoWHbjE49P18hKnjsu6eazrWbU7Z5aR2tezWqLnj58orXlzuITCZkssij++srXl9fkTiDM6N1YNsyMl/MiSJihiWYs0DUcD1trO1FlAmpCtrewPmOdLd9oFzQu3olzWx7IAwCyVJqRNgLJBgPT/4vCJzCHFMBozqqUivcWIZ3+f6/dhOPxAIOdhOsEbF+CCOi3Y1JCgGJVVZMOaF54YlcrEpW7RVQwZbLkHuldy/RpwM3Nkh0/xnM44iszSeeKV/TtDFlN8B00zQsKfFW85yZcTHfejUgjXMOgzU6txgqycHTXeah4+kjLW12AWFIFY+e7e0xnhPA+hLpzcPwyOCkgIrhT67zRWTyrrqU7rAU5DwopRMN9z1Ljp+kqpDWzPDkjle2RyJwisI4Ev0MPCKRKQcqEZTJI4c98tyjg4PXW3Siya/KZpSya4Evr3fcXx/Y991kDFgKcCmGxdfdqMRnXhiGnPHd/rXekJO7nk46VwSs4HDN2nyfuJwR+up4RgQUhNrOZFXGAXcMODEPU4Cqx4dEpJ85xgJn7ysK3ZBxfNjHGmXmAYA+9RY9/f1ecyPaKod8sH08bS3yKv0ljs9ZRuWrNxga2jdPmTv258vvUfRr/LVc/+1HnR56OvkwK6dedCf6KS4nj7TJBjhZytEwcOjt0oKBDM/eVzqry/u5jmNrO1aq38OJ+lRkEsAWhcRcTCl0Y4pZ4E2CpPFsQYd6GfA+ZMVeCbV13F+7WVAjxHh5L4tKi9QdQGGpM1pNEGAotkzInKGaRvhyTsBtu5owQcaQAOCyXXB9ekK5FIDI0xnsPZCfgHSBUvF/GzgVMF8gqbixJ0E5W/Uj9nrhK6WOdBCWGWE2jEJfEfLXKYnBOWlZFk2Xl2NxgTOTbIC6a7Rc4KhMjy083/koYPrJx46cGPxoIRAs10+gWTeGNF8vvpfpsPzXNTlTSGPvx1Hx/OXv3cS9pCkVq3zCBrI3vBXd/amDvphSekGzcqTA+I1hnhiR7qCY9uO0GZJ7ZHh4S1UIKdGolGBRF6bc5jJJ7Iw4Cc8FeYSOrQfxdWECsHkhLA1NPIKJQD0Nql0cULSLgS8SgEIurCavUIWOev/R5s3pWnhACaa0zdrNCum7B2xa5SQloFdB4ezCEL1ZhyIWegvt/i6mHKbkuEIO3IyursBas/K/CQqLFiAwtktxQ59hTdS94w9/+Ed8KV/QawfnhG3bsG0bcnZhvQpyVmPWmgDNBmhIFplVHw+U69VTdASpWGW51jpEm/WTI8yXQN1yaAQeLdkF3BiZCWibCXgifo3T5yGP+Rrw8QTYU+Ds4Fuf84mT0irY+B2l+roRQCoUhM4Z3NObc4Hg1erGfF4eIWPuKGUzHOkaSWHrffU2QtVKrvs7DUOVg1vHdUye+ggsnloPxwaBJcKx7fxEi8NIgVHxT7sBeGYCRQl2GEBmrWJ0SwFVwV5tviJKdxXyJy/8vk2DN4dAeBAJYrB5fmdPr1YdrNzOxSJmTYEYwyER0T8EpATSYrxeATPwFBASEjpSEt/32awAcOG++/rIXrktnFsy5Ynj8iVjHEyeXubV3Xr0yQwjgBlhWAm9MLjh4KSwyBGyyltsBiMzTB7Ha4g9Pv8tqgWlDNpoYgwxY388UHszjJom6OzRVlKgSsMwZNNjlRr31tE9qnFgfeipr2MiZIhdDYJWgeq+vywGzh0OjAAXVrXKQioWKdebGfANgHnOandWFZxjwzQIBWD21XsR7oMMM+zI8vnRtioBsWu62vsMrHZ/LgFusJ3B8YAtEcP/wPTXiVU6VW1OSpyPsQyD4TCswBU4InequpHGcYsejweIrIJqazZHUKB2RWJF7wmtVTz2O673Db/73W/Qesfj/orL0xPSdkFXM8zXvaKKGYjyZoVlSrU+XZ4+QbcN99c7ehekUgz7KCdwNxkYwDG6Wb1KkssQ6kDdzDwquUENbNsqRf46IrYDRyacDgCgQshJx+9YZIZ53YKHKWpGjKUNOVMj+mI6MQdf9L0axwmx39/qQTNQwe8fhouv6EyPHgp+RKMf+WqsQ/hxnO4XkavRotBA8KuQf8/xBqGEC3mGzHvtzAPGcUVU9d33aqldLmNI9yg6j+RjTlBmg+pQjwp32ZMATOR6TyMMmd0dKxT8xbsSUeUW6WnPjSqnMQpRbCRwJME00seIpnMysJlC1unS/ZkCiINi+5rqoqjNqivmNPlerQ1ED3x5edgxztDerFoxMcplw/VyA+c0jG6s4vKzjUlkS5jvnwzHronjd7VlTU0a9BFne6wpW8LrPj5FFy33GaxbfMSdzllUskJIRkYDRejXulz8/K+1cJhpb0O+XF9j6HxDdvB3if2A0EMx5vAj7RdEHtmGotgx7ygRs9M6BJ2DcEvOfKNv00UBt41G7+f5NCMe3jxoohRiQLL/3CuEJjyeZQcX0nYyjiznx4ysBiU2ZpeAYZAZYehvnk/LvQTTs/i180ZnMTzj8Q6KGcUyLK/TIhz9jlLTnAy0LoAAS8nDEz1LQwoos1nou0IbABFneJZjXspmQlmttnnW5RAbyAX6XSrclgyo48+4wMAuXXAS5MwDgyQlBhUDHU/5YtFDKYFzQSpPuD7/gHL5BM5PABvGCfgCLhcL70xeatjDOqcBhxDV8eJdLUZbp1c1znsXeOxnmmJaYM5WXF3nMZQIW/f2y9c36yRCH9vQ77V48roqxSOtaADo0MIMaX5ECsl5D/zFvfrrt7kVPAUnptTHGoBXrdIh5GnQET9PRN0YaoJ/Iqu6whGBRvAcf54CFMyLcMgqhaWy9uaMCkarNBgbADieRzw7vDJKJpC5b2a8mFVUU6iaKpEvaRiFRAWZM0rObpAhEAmADuKoKCbQKtguVxOIfDq1A8jdMmQ9GiUUx97EFbUO1gZGBwmQkEGkqJhl3EOXhahjHdDY++r4LgFSC/FoHi1oXdDAgDC2zEgoYBQQzCC/Pxq+/PjPSHnDp+tnq8KYExQdIDHhlS01K2cAxBBilIt9ioh53bRDpKJWxrYVbNcNrTOqC2vmkVPkzKi1o/YGESBTGLGNxloJ+eJROzM60bLexOmAFxRYvEhHw9H7/MqE3fNvU6gtEfHKCV0qRp6/G9viCRw58CE9w5W6bkZ6HaVL1M9/u7dDcYDOsOcjnoJRFKZ+MNUcjM+OwTXLnq8SFiMEXJeaACI0sVQhK0QmIGFIq6i9G65JLqCuaG03uhVGPN+Qg959f9uRtaD343MZZwoZxulL8kSkoFnBlwhAVC9UBfo6xss9t2Ju/Jw8nQxT5hA1EGrfN+ACbG4SGPckjBKnIR4OxkBTEl77LsksHq2ZJZ/VI6StiQgeIqA2FdWB3zFkBkVOBVERMgT5eZf1mW6gFDdgZjZP7xgSwZc/vaDWOqLfoFbNS7qgN8dHqlYJS7rg8TAPd/V0Nel9CtXxaLaqXsG3VR3vHGZoCcygLjKVqbmFAAd57mrYJlE9cCULBLsPY6akRUvLsQDOjt8j0miNUPro8g+jUHzGXg4QbcBWAmERodqR96sCrQNl3X8d2AUgiupR8GUeBoeptEVlJyIvplIycmbsu0Va9maRiREpE4bxBLOBgoDeGx4P4y8vLy/oYoC8nQkbWfSwdK+4CYY69qb2Dqk7ZN/QywNt38zZCqd3JYGkIGUGhRPlLPg4nTVlNGHbvNJeSh6l4BGaatGSv4bENWIGa6TKTA1IVUeKKOC2CNfDwjUyVA4+Gp9iTwMhWqtH9i5N3/n6TfVNDyTzZ95qfJhTAzYv7+l0arTCyOdMmw5Dlc2lLmQ7FK+lZ0HHnNeGAemMbBHGtIAXCLkgjB9mNNpR9zoMpL13ROXczAnlUpB4G8agcHxHQHhEOo3n9Y6uCw4ibC+yGz1G5JY7L0bEkCi6Bwokp8XMbOmFacoiq9E3pQRWiwweARVOy6HmrNZudJdg8klr3QxSanonwxywe6141Bc89obLZQOlZPRYOlhdF8wWIS9wGasLiMOIxC5OKBR9Ynq5PNo9Wp5p4poRuVN/EOvTChyqHWEZ5uHLmZfp4fxYbEeRjgZLjnUWTeBIqK5Pq3rxGY/I5THuyxqlhL1VN9rOPox7+rH5Dgvf9dOZZuGYj7Y/CzB7GjB0/H1Qit5cPAkKjZusipafM4Tsefb8VGdqFqb25+EZLE887OwP3ou8kxSUZx5nDiBcWlbS4Q1nHwZ3XWbza8/roQBM4XiWvVJgLaWpGAIJ80xnMBLjhIYI+ZLQNVuufSMICRTd4Bi2hO5pXOI4GVbCl6ZCoo454F0LASl2hH0X1NpcM/UqQmxgp1YxpaMLUOsDnICtbJaG4ZgQCgalgny5IW8XlMsTyvUZz59+i8uTV1VKm4XdpwLKBTnxqAzneYTLHE+v+3FK9O0UmQY/ZOp1yr7avnZCKA0xZ+fN/ZYf+bTq6cA3nvFeX94sOzJBYbE+rjYtciZrhMSOm33zsFHedP/X0BgZqn0YUeB4RgSP7FkpvWPWEHgwMpqLF4BHLJGAwRPgOgRfZzTjkiDESGeS4GRgmbtVmh/7dzlGvu9U3ZDh1YcEhyjFUNoD9yMMNERALl4ZsXsaLNyI061CkTggOPH0NomonSMKYQLDPGfqlSMMR0gxjNPB9AD0WrE/HoA0MIWBWAzRpneEx8lKMNscZfc6BfNjkHuLPLM0EXJmiDAIGVt5xuP+zyMYQrSj3s2Lu203K7PdG1bgT1JPPYS4p9sjopQgvaF395o5HxMPF2bG8GqnnJBgXp0u3SpXkbqxwtaIRfN4OOjKFwagthtpQ4DVn1ccvsbbTChzlp2svPpMt2OIG5L2anh04O73CknfDWEKYMFuWenkXJbzPfgduhnp6qZoNEQqa+wlcYy7KUXRvOd7nvexSQkRgWr3d5BaL0ihjquxKiuDL8H5nQKKCQL6PdvA0hjOiYXgm6YxmedqXDt/AjhiX/ltxu/hKCFbl0KmVQ+rNmGAcztdQABjEwFlgwNKej+OXtWDQ2Qlfmukv0e8gQxPJiTCg+Klc0nMlWF/pK0MxQ0AIALqJg+GkdCqq6X5fN9Xyl7Bp1l59PvrHYajZalNYYyqteLxsDR6CWNO73g8Ktpu6XHNy8Vj4Dnaf2z/0SLAa2wlW4frvIugI0BnGSIdvZML6YsB1oea+7w+2ESM8nrfSC9bfwsMpIJje0+0eK/FfVaDVXyP5pRu3E+X82It9j7hsJQmfk2wv+TLTURBvNALwiEdPOXs0aV57OV9N8Np3duS2qFIJaOUcGqLi8mmhIoKaq3Iu+XU9QAnVyBzRmKGcEejClXg2gVoZmCKNJNRHdWdnvY+sZanHjKVSjsvRQgWTweKrSF9Kwt8p3aMtsEiYxK6dJeh7G/Q1MVGqpjySNEKuT8q0k6+g/H7/EpTcfjGCj3a2D3KdPntbIOPzzAYBf7ke8Yjeoc26QGbJhavmtzQZfAWDA013sOilOH3CjURCJFJQNKRHKurO30Jo1H3ymOPxwOPx47H/e5R7GYweNU7tmJOo0jltrgDGnOU3bAw51UGRrAu70TuJNJxHmb0PYJme0ETl6GTw3YYikk4a3wdzDgPAAC7CXroEwhZyeSotVLaY3+g1uYYc93xm6yIwL7v+PJooJwBVey1o7dq2TARMdcVKTstIasWq+yGee+LWqdMJ1SB9Db0HvVon+AtKi6Hhp6NkLfXNblYJxZxb64NYDXArPyMfG9Nlk3jJmMrjH0x+W3ITep9G5aW0C0WWSeeEa2LzvsvbZ7n7+jH217xH/5v/wEfaX8e5pELlaoRFbS8vL/gYasGgf25+8Yg+8CNwYYLECuh0TnW73bwHPO8PmPQOzqcp8vPpLpEGJ0JH03CpxG+6OeIpTzM57zTwzh07t5p4udzeOlrXBhRCMf3HrKqY4n0KHMYoe1sCmbvGSIVCqtsJhCkZMRJJfxXdvOUeBQMagFcGRsliARhCFcAD6XJojvEo42mEq7er1ofyBtBKSGVbViVU7kgbzds12ds1ydcnz5ju37C7fk3yJcnMG8g3kCpgEoB5YyUyEOJp0J1EHfGWMW4YuFCiyh7YKSn719t6+qJP78y9+vaDCkwvk+KsfT7HS75zfaVtQ9ClGV8d2nS4cPPmXt3xOcRfO/rB/vzL91snsn/B7J4jCGQrl3USKuRCdSJKHEexhSDqqZk9w5D7ErcNQSSwRh4nBCy0RxH74f/HdTRoo38DA1h1AFTk0VTRN+iEiItk2PppZFyBPekGNkaXm0XqCEehg7Hf4AJegpTflLsAxWYch9pSZZoNvo8uaX9LQJpDdorwHBsIEVix8ATA4HsrUG6efqVGZAG6hXSKnrboX0HqEFQAW0g7iiFUPIGwoYvX74gZY922h94vVfse8ft+RM+f/qMvt+hUkGcHFJB0erF3kIB8rQoqPenRn6/C3oKw3EjM3wwMXKOtDB2aisACRJlf/2IMgrVamJemIHScQa+Sjx0Gt6XzbeuE1oP0vxOYEv1ixwRGGApYDT6IHhEr0jRtA4BiDRyryf2ROyP1SExg98WpXdRELoDJs9QcDPMropJ7Etb71MtjfcbcPCeuiliSzFKmavGbqABfGspoZESBETFOlvT3ypt+6/YDvuKbG+NbhnWwcGAtLbVmARgjc6a94dd5zKZhVuFVwc4lMEahh7GrLtOALEZmoamcerPG2ax/K6+/sXvs2jFo8Q1mdFd2ZNWT866IVzndKBvpmcv0cpsysdMp7OBFI+OrrWhuvc+MCwizd6MnB37XvF42DlRfat3M0601gYmnUoI5OSpCv6/UJ7cEBC0PuxmMdQ29WFYjr1j5d7DYD8wQzC3N2EaaZadC2AaispyzXp8Xe1xfcO32yp6EMz4k8mAXLNiAGavqXBxTcIM0jalDgMR4GxvHko9XE4ctCLG1N4kZ0bZijkSfZxtfnaICPZHQ90rmhes4ZTGPS0VTn29Tf5pJcEbajOjIZDAm1do7N2dJoJWd+RaoGLGcGZC9uptlNwQFKnwurzdUBDtc42eE8AB4Rc5TiPy+/u2iPayRggHZ9D2iK62PeRnLQaKeH8ax904ephbOyP08QOZO+g06zEd4zv1vqNM+y3aTu8+/ygERln1eN943rtRv4ExJzjwNARfG8r96EFc6aK+pXQnFXQy51QYSeq+Y68VrRpg/8uXV1+jVtCAiMDSAWQXPS1yxiJUzPkp3SpIgibvjuqjCAjLsSEJ4iDWw7Ex9CWTY4l0VDPD8ZUQRvQhD/i7R5ov85GGB6gok+F4WnqVVVrba/U0uY7HYzejj6eWtlpRu+KxV2Q2nDiBQUo8HhWlVLTaLAo5JRCLR6OaAcmwIMkLbLheKhFtuBDp0yuOKmWnNRBzS3Rce6tcFAfOK3OV79YoMHU6In6NqxbjmnDQDYJ6oKm6PFexxqiue/S4a+Z94TzxvI967/hPf/v/fTs477QPG4+GDHTkjocFO6qd6NzuP9fGi8b9MC98R5xCnKw0FZo3HZ0n4W1P6Nh/64Qz/lAK3fZ6Ft7iWiaL31SZqWPxSO2W9rEQ43jG4T7Lx/H+q1JKboThhStj3NOWjZ4PQ2CWbhNWQgA3pUlhYb1WBcMU5dZ263eyyiOVGiKc0pTnBCLPh/Wc1fD2EsE2K3k6j6ekCRQpM7rywGNh8ooOmdFb2LhNYVQUAIJcMq7XG54//YDLp88WcXR5xu3pB5TbJ2xPPyClC5QSiDI4FaS8OYYHppQyPKc0RmoKwcuGOeR3xib9yMo9TuX7C37ZKwclYF5wXGPvreePd+W9runpm3UlPBAunC+PHRAiMgnmu3cOb/Zf0L+/VrPQ6AKiWKuOrxEMdM1phoWvd2AA51lknSvjgAH09T5o0zCRq0c2qd1/oeez0SJMvcugyEv8TuY9ogMVSES45Ii+kEEEJ5ifKQsinoYx9hZ7BI/RIGgYeCM9xBQ3UUFtu+3PlDzyYO2h9YmC8WufwkfISa4IEQzQMWcDXU4MA3lOikwwFLWRSuVGmy5QZhS8orcHen/45x1MFaR3qD5AaMgJSGzVeZ6errAUJwNdvd939E4OxN+w7w/DAGLzNjUBqlgVtXS5oWwFRAYQrtLQ2zRmk9h3S0vj4b0mgikNSMB4D488kkl/x7hRGN6GX/Owho5iRSiQmGH9BE8jnXTd+MFUBtX3LIRAeY0TmIamy7Yd+fTCGe71bmmRWjx8XQGIeR+DlQ05yL60wDyKSDf3suVs0Xa2BqfxLKJNgRhH5xWgBUcsRiXWlZ1vjo7A/MIEwsbEj+li+CQ5m/iSOKHWyPc3BWZvFX/3d3+H791iD0YEIq0DHEJlGAAPhNgZCsGFe8Ct2X7tO/KEqiMWw9eh02gs97IFv9jvXE6KohCrMueV0o4vFGvV+xsltnj5F9iILMMIHvSL3+AmrY9b0sxFbY2HsSYxklrp9gBC1240cJdqWDa14r4/sO8V1+vF5Asx40OkhRjgenPPt6eHNHGnmBcR0AleC7KIXT3NWbz+eOVl7wx7LkImMiOWqlr1NjG8poh8cr0Uy8qwITiPDybmURwYfAMT/0hggn3syG+ZKYIC6PJ3dowQ9jRjqKXD7Zig2gMLyafM/QSW6ub5bgeRh+e/lC2iNzBTIjVGVVG2NPDsem+AG9qk27zVR8O+d+uXG4rAGSVbtczAC7RIA/X0bJrV+GoHSCE5m3xbAVGLWn398gIQY3u6QPrNRRxyRTo8/i43nSLDVcMAFvqM7TlZnbcxaRSy9fdtUeDouB1tvLetQL0qV0BKBMj3e+lbU94xaSPSD9co7SHr+t/QWbVKgWE3wnJ3i0g+yexxjS6PXFrQh7Px6nAdwXm60aORBKJzLoeRZH3Pd3syfzv/QZQsAC2cK8zoYtGRtVbsdcf9/sDLyyvur3d8eXn1SB+jy7lkpLRZpcZitE+U0HXBuiTCtm0QsvW2VisNWTSihYxeyBgIBTzggUb/1pS09XXOqWqR9mbFBUwgKiGnhuzpY02JUQMGpTajwZ5S3LoMA5oM7D6A0obH3kCFZ5qaNLy+7gAxWt1xe7ohb2UYzDp15zUeWS2+7pIZ+xPzyOoYa1YVq6P5fb0nxnSupTAcBeEff2OxTYRtgRZfjd+gjzHEmMcRDRbyp05nxVcX3ama2/iJbC90d1Abv5r3aiPafuoWv8Tf9gsij0zIPAJBLaFa7vWb8mrs0I+1oaC8PfqtGV26p8fP6PO3+hHcH4BHHWIVtI46/fJHLLpIAI/7uNfK1dJxn3ef915fwnC0dAOIamvxPhib6yDIHV5bxi3i0zwgzVNXmp8jUO12XBoIBmTNmazaoYdoC2ekLtiroPfpkeHki93lR3KjVCLzMJNeUAkQ4QFathWrnFNrAz0Ul2uyisDwSJBM+PTDZ3z+3b/B5fYJlC7gfEW5fkK5fEYpNygXG2POSLkYEG5axacziT9/57mmWOdlIcjTOyLXL9hUxzV4lqI8+mdd29+8z8rZfub8tfn7WYirjiAJU+DccLCePhZLeMkmw4jjMy/YFT36ZcPyL9q8clgIA80BwVs132spznyJcNcHau+4uIfQSgonELOB1/l7RRhw4HMY9wKUPIoAoRjTmHKzX4ZRcCrga7hrGGD6YDzLayjQmwnt4Z0Mxs9OT9hTMKXZ2iDA0koLmcFmpCTZGrASrhO0VqQNl3RU7iK2ahZmu1AbTwEYBhIacS0Kj2DyNLXMCVoKkAxfICcCOe5PQnHFRKBagKxg6thbQy4CzgztGZITZE/A4w6m7lGKCaodj3rH3QUqoox971BJuF6e8PT8jN//7nf48qefjPlyQW/NmCVn/PjP/wAuF3xOBMjmkTY2kpAG6Z7vrsnezlMelcSxZzCMG7EmRAHusTliO56EaYo59zXjH6TTgBTe6MALWJ9lArylaCff82pTYgJg8spvGrRq8iaNWYoKWGN9WTTVZbtYb1uGdnsJy6u38xJhrDUixWt9DMPHTAmL99WhSAVpIsJIayAOUPnAFLB1OtsiaC4CGXwPMVkyjoQR1d8nIkDgzzRBtA9hCQC+vPyI/+w//5/jf/a/+M/wPds6duQC9aHRspBckF0xH8dviY8AOOMBfo34uYMQ+X2Hc4vmBIVcITCNX/o0IsczlezYocuLAjwOBc90XuoFKojIUj6ZISyz6wmgvvCbGKPoc/BlgqUbJAZ3MxSK0+uSs+2f1iHygKphDPUuDuZLeH5+xmN/4PXVlLP9YUal2qoJ20xoreFxfwzDkTRFb31Jb1LD4XDDsgEeB231NcpeXjrEhWU7hjKWcwKnBKkG4K0KdDWPe2tAcxFkmlyP07veNsGjjEKEAQAZUCSjxbkMq8J2vs86k305JghxgwH0YXtc09bWfxzzpK5MOAYUyRSlItOQx1JOB7BdqxRqaTdlS9guG4iA3itSSthg0Ra9kQsxOhQmaR37w8xlpSTrdW+obR9ra5hH1ByrbEzMImFhSlQTwaNWfNorUBhcNpMti3VcfJxK2oZBYlnAQwHVSBkFI3EYIp0ekhWQ4HXNf8c2MF6WZkafeUwRjiSbvBUfaahOajiBRITWKsBhcFOvpuXueJqRiCZiT33njbQechPRMCCNri706L0QgqOi/b5iDUTk4MJ4lhPHo5YIsWGI+jOkXkUYpO3fn15ecK8mhz72HT/eX/DTH+94+mHD86fP+OMf/gQSwVX1BM6OaYRuQU/UwK1TFKUwel9KHmv/4KRZ1p66UYacVieeZexjLMMQmrya8KHARjgSdaqjYThy+9cBp6e7kb969UMmw+ds3SKRxIvHtC7A7QJV4KFq+E3VItWJrBKtdAPTV3c4yV5BueN52wAiNGkeyGHA2hgyxeymDYlCtR+MKB+dVZtZXcYdWGW+99pYc+4gs0hqi/SP9DPGURYabHsO8HzEUb0cvw+aT5ZHoKouU87IMYhaIA75PvoFRu2PRx7JWRiFPVQwjtPs/WzDCuxv+Z4A9ee2ITTFvWPQbFmQD867QtepRdjdNy18CIWcocktDoGtQ85Bqyxc/Re+i+oEJrYXQeCeDM4+v5z6RxZWy9YnVqtg1DMjlYxcEnZS7PsDj8cLtNeZnkMR1t2wqYdKsnlypE8vMOCgXfHKrqw3tTLNaXAGE85KiVD4jpILrhezoBMBr68vBoDGipwSLteC67NVUTIJk7FdnnF5+oy8PSGVG8r1GWm7ort3n1ICp+LVOQ6ziSEJr0x6aDhYmEWITS7Z8CKVCT60dpZJ9Fst8xe14Jd5PuDg6On3d2+7Stof6MY7xtZgHjPs9kQoyQmJRESYseW0GrlUl1t/jSl/n8aczJAhsJB2AABh28oI/wWA7uCotVbc3UsfJYS//PQFr/cH/qf/k/8BOsjTpELIYkvLisgmPnuz7BxR8gpj3oPFU7O2EXV0UogViqptEPrsx4+1Jz0kl1yY1lC2zdig8CjBXo2xJ3aGS9BhcLDIw0wwQzHIcsZHIJLRcwttBwLXhyBgGGh0V09p8311FqqIyID+HACYAXS2CJFSLFKM2HhL4oo9JWS+QHtCF0bdFfXeAL2h6APX24bnzxdIJ4gQmAq0C0oCHnWHNkUqBU0E//RPP4LLBf/m90/I2coHo3fHRCMwihnEdAIGkzqt8zy25Ap4DLOBjnd0kFV4OkyJwoCIAYu2ouE10mXPr37eiOAKIvO1tUIeVSae3hQg2fNWbjQigFJxYFiZqVvkYNVFwJSAdnWl32mBOp6Bm55i7kEeBdcUCovKCDwLJsKfWjUvdaGZqoHkUa9G15jSWH+qACTSeMJwpKcoYl/pJCOqgTswQL4XhSTI7VqYfISCf7BiyL96U8CtgCHVDVZlv+t0SnmqzPw3x2w6kEKz9yjo0OSHDOISvMKuZ9//ApilVL0aJS388NSf8bkqHs4YR2U1fzcEQWFQMpMzqUC7WauJCGpFDweo6fv8z5/DVqUVxZ1Qiwap0rH3HY/HA60aJs62bSaXiEBaR3MA2gDDliY+VBMvrveG/WG4I3vdUVtFqw6kywxBg3YzUNWuVhrbDakWsJVgadDk0+FpMWMIdZRFHx576JjGs2EmGuEooAfS03mUVnEiriEMyREdFjkUUUNhQJq75giODVHoYx8pcr6qUDCBujvM/5AAFCZsTBCWccMQiQOnLqC1YvmIitEVsuggZgbnSLcMCQQol4KNLh5tePdIeotIKjk74G9faCahtoYvP736fX2t+J4zJ4FVPoPLts0Nhh0VioxyvaBsT0jlYhWdCBBKUCgyl4WWWeoQkMAQEJncIZxGSjEtA8KOM2ip3N+fPkWl6gmMveB5udGLoGaoHHJj0HkCe1XEkBMAW+u9dkT9QBHB7XpDQ0WLFHuEbABoW5Tp95pGNsj4861Mj0WcH8ffzUuZvNj+mt9PfQhjwPm+bwyHy7N0Xvjuc7tXDjTHkcF5aJdZuAU2Jw/H9/ry2KGc8dt/+wl52/BP//gHPH96QpaHpXi1hsfLC0q54JGSVfYLgGsi33Q6cahcMF2DS7taQQqLCFV3wtnLZJeLrG8ydGR7ZYsoy8zIrjPdX+7oHCmjGEEGmQiPuqM97vjpx59Q94cVfyGriAsYNk/vZmNg511dAHSBqMmxUjsgitr7cA6/vt6hAFLJSJyQt4JHflgKtMthKg0iNORNINaraTmjavKbRfS2hf/F/zocN5lcxxr95rpGsPEZvaUqCMeziIzr07Ch0Jultz7/fO/3Hxp7wPe9Oq4pQh/5ePsFkUdmEeSwsqmVs468XiDCOsW9DmQlX4dgMmWZ4wisEzC/9yhPSEtoezT2f+FVo7F14WpQ3NBcqU2mQSmEp7EK7B6JCBGRQgNs2X+P54RxqnXgkufvRCboqU5l5M81kM1BmuMzJAQZE2xpCVGtSZZNjUHcAZjHLnf0ZF6ZJjv2x92otsqIvIBjodzpYaVMW0PrilaBx17xeAikeyUm2MLrIuZBa81lYBco2dHsYWk4lDK2S8HlesHVUypa21F3xqO+oDxtuD1d8cMPnwG+4Kf7Dv3ygttnxQ9Pn3D7/FsABbQ9AZRBIlYZir2SBRGkNaQUgdp0kknPIpmvpwWk9WBY+gumzx6ni/ANE+z9/gP4OJRJtyofd7/OdXAAWv1gx1YK9w4VMTX/rQFSXaGhsWVPDPXnn/zdmrE3WL95FX7CAGCe5teXF7z89BP+X//1/xO32xW35xuutysulws+f/6E1hr+/p9+xG9+/zuoAAkRTZdMl2Oe0RPkT1aLFiJSA3QWC43lhdibwhAC1tH8O2icn9cXb5etj4QRdKwAMMudGoB9M4G0heJi1ycOLBk3BtLEh0kpIZUMLhngAki3ihchYIiF+Us3IzRrtTuNSAZbm6KWioYAhgZZJKELHYGYFDQygSFaxl7NSsCmUK0QuZtHWA34VhzTyZj7M7RfIGrKIZqgto7L78yz/4AJXmXL4AzcbhUoBqT9+sd/wnZ9xuX6jMuFkbfNF4yOKRSxaADlB1LKSGXzUGlGV+dxlKFglFTwc4JBjLm8UwU00hQpeM4bieDtPne0GE9LNOHN9ngy5TUIlyaktHlqXUJgzzGT4R0hQG1tTka1FbSJlxxrRnczDriTKPgx+x773ZbRG7ng5NXRoKZwRQRu8PAYL+aR/gBVV+JnxNAcAfaoBoWAXbsNA9IcFaifuyiJIez+GtomCdDNqoZKM+cSb8A1Afe7yRHB2yGLJUHt/J4cj8jfu7lh3HI67XuX6TEMENC4R9D/YYCCEXrKQClmaEoC1Ffrw4J/gd7GPpnyB3BIhpI2DVd9yiFeKs/nB45Ns/ClCGNEkFEFqB37DLjSzcjI6BTV0toAmH19veN+fwx5seSCshX8+M9/xP54oHVxw7nhlFXZsd/N4JSyVXNUNXkzPOL7bikVI7pNyaOOOvq5i2T74nIplk4i5qBobryFp6nZqaZwqyqSApIM5JXlbfoYMNPDePk7Wpd5/moE4uVfLKWEWcGt4PisoAfi58QxAXBZ7hl9CYVhPddArhNytvQykZBD3XiUvQix2rJovXtlP0V2g2CAUqMpqrNNqQK+MLIXUVnl2vjIuRiGjLoSLkBtFXV/4HK54NPnm42XRyhEM+W9OWC6yQoWWWGVhPfHC+6PC/JekEoGbckM76O5Ui3w9OxIuXSH24F8q7NLU85b7SaDf+eW3ekqtALu2sBGwQMepsPVCGbzYCmkDFEzwI4UGB8H3z0HbKURyYspI7S+RD76WUEnIiJC/fy3zdPMQo4ehyNaSQ/k5IgTE69kRULepGWNZ0ZfTuL0B7ynx0ydxWitlrExo8TtBGkNf/ryMDBoJuRkxlByg1OvHb3tEE97u7/uaAL8/t/9DUQEj/0BMCPfLhalA0CZoI5bxSkhbdvok6ErzUIzRApWM/x3HyMNY7unOaWcUEJOjLEWM6pzomEQCskTHj0akBLr0H15/Qn/8N//A+qjDcNOBaGnJ/TH7gZicz4wEy63C55vN4c/IQjEquIC6NQBJtTHA0m8ItsvVeZibtyAPXR+N7oM/WK8w7JW/RyiaUz92ppY5cex7nQ65oZguvLM6B9oqHjhUFt+Xj5X2ATr8PpJq/MKX9tfX28fNx7pcRrmc0IQnoNgVuVJRKJjq3nn59p7+zIGPVJTaDWsAG9Twt6zJB6MCsvzxsGYrPVvv3C9V5S3j7SB4JjpjCFyfMrxq4/oeVDDcKBqbte1Pw5S7u4Qv5V7+sjA1Wo1hs4pucLX0YWh+QLQFco7qDOgFegVWgW6q8lu1K3cN2U8WPCCBlJByRn7rqhNFiHCwie7tFE2lylD2bz7rVc0dAcvs3eTBJSSkfIN2y3jevmMbSuoKeNPtWO7ED797rf4zd/8e2w//IDGCY8myBeTPohklMcmJg9SIhNOu5exXkE/R+TPMl+DC/ixkcAf4pYpuiYBzRSkMTe/QC8ZBGjZL+4+sz8jWuwDe+Lr5uRTWwnTfOrhWEQYDULi1Mj02cVQ8c4jv2GX+i5t0lqd7xAmst7RqKFQRkoJ19sNRIz/0f/4f4i8bWbUvFywbeZTvVyv+M1vfsDz5ycDHlZjuJQYQpafTIPgenqmlxEeYMuRL49hU3HjDRB73sSxaTRa2xpqPEJieaUBtgANhDCeI6i1Q8VN54EBhmCGAumAJrWIKrb7SGvgYmknFBOuVtqeHTeNRWFAi6FACqCmbGlrUNg7p2yAp+TpsLGAwlsJP5JEoBrh0QrmgsxXNH4FSKG9QYjBbPn+2qsBTapV2mRKyCmBtOGf/39/xN/8/jdgzegPRZUK5ITn5xtAjI6Oly9f0IVAVJD5glIU0A4Pt0FQfwZBmJEWzzGIkTzyB5RhUQbkwu7pnwawtuvhQhBSN2wchYUEQD3tN6JooifkdGccZIv+6V1h2D82PyQeSRI5LAAwjDYZzIKBnQUgUUak0sCjJBgA2KImrG/ToKbwzCWzKg86Rn4CqaXcqbif2X9nyRPkHQApu+1hYnFpGHockFeEhuA2xoAYrEa7BYD2IL7Gc4P+jDRHme/688a9f51myo/LQisfCUl59JOWYzD+wGTrinnKNnSSO+Ieq8PgvbaGQ8Z9AYw1Vq5LqhtMy0fINEfh1SfMvpdii70LQA2ozQxcq6DN+RQ1depvyHDsSo0KtFZI3dFFkNnSL3qFKfqd0WrD60MgjQAUi3AjAjRBGoHyFe3esfeH4S5yAVKCVEHVCiFL26zCaJqwC3DfBbUCHRmdLHpPW7dKbgHODRxhoQhGS5iNbrkxwjAsAEZHInNyNSZUmPGgSh/7Zo08CsNPRAmNaCF2o4+Y4abTYmNcpjnuI5jRQXGs+rG4Zxz75Cvpxc+/EfB5A3562PGOaUBajVQNgDYzBm1Jcd0IumH4Mh3iBLxUYQMDVfvwr5EKxAsl1G6yHbggE2MTAt0FnS3CUe879LGDagWnhNs1QaSbESM5HhYxChH+9PJHxwp5MuNGYEzBKq2qGrjuagmM9OHWGh6PHeX+QLk8UC4bypYHBtJBVtOQpaJc3owc6ExuWDE1PKmgi2Eq3u8PfO9GFADgHnVkRxcMGx18yI6Z9Y+JUYo5YLqY/K9qEWSU2DDC3EDDNKvC+u1HyqpBKnh07kkOGjLcIsCesXgmJIAp69KBXHg61oZhaZ5/Vq5jvg73XhjgGxl3YcuTcgfvXO/7lWuXsbczdewFJmC/d/Rqz84XM919+fEnvCoNo3mCWtTRvuPlfkfRjsf+MON4b5YF0hJUPALTI1pySoYTqIqcLCJfejc8IMAckAA0sTkU46UoZCOLpi4lW+Q4PPX3YVXTWAGmhJRNVojoTEv1tXtdb1ekZFiVvTW7feJhIVc1VtJgkUiWVWdUMWRYEYVKAyhj36ulBqdsIPvOV0rOSDlDUoYkhzkZIpLEghrnx4+HNEUAE29Ll3UZ95nfj4aXn1eMhiHK9x15EEREjq0RcubgGEaC45IiuAFpLsz31iBRvPI0TvGC/2Tn/DKZ6c+rtjaaHvRiZsPBIVfcl23+sbutFjmiRYictwhrf8iy660PGHbvaLixXYNovGlDaD/9rKvQd7pvTNR6Szrf4Fttebn5wHmIZC7u4d0IBTZ2g9+GGNML7ffWAEkz8FjbRAmcFCBTJEvZ0LcLSmARBWNHKIuWD5qKW6O7uP4qzoQFZGAwjpgPQC0MmdwDV1sFKgGFkS4Zt8/PeOKEpjtyybhcn3C5fcJ2ecb16Rl5u0CZ0dUVdgfCNSWXx7ow5WRVzKciNkJR5kThAPQcCyiujT1IsbHnLQ/ztQrhY8pc5X/XouJcxatfjWeHoevNcqS5Bg5uzvk5MRamh2fYFoIb+XEFoDQBei3XeDlXxmD56x5NGqHkQSc4++zlx/b2v2RjThPU0ftqwH+u4zgwKScH2b0oEn0eRu6IeuDE+Pf//t9ZxTBicKwD99gT8VB2Qxk0GjWsj4DJVyZ3cXiYIkIwPAY0hIW1DQO7+rgKeWEkHYCL/sYelgywmODVtUObRewkJmQync0Ev+5pEzaXnBgRRUAKoDVYelt2Bd77Iu6tZbIw42WuWWFG6d4NL8kVJGNmHmGFKZhqeCQJICEQZUA7IpIkQPyBDdAGUTElJyW0h5oBhyJ6wQzjAZTMnB0gFW60AUpiA9tOCbVkZAZ48frRiFCZQIKqDMRaOmBa2XFwAShBu7r5LxT4E6HQRRSmKaCOQ7C14+KIkyM9jNmA3FbDrIJm5OR4MsnXofjuHt5VN6gPgsJY20grHLQy+Mw7e3hJh5wklGDGH/HCXh2cygEAPjyq4nTWZUYbR/VIo9Ev9r5H1ICbU9e0NJ+jCdYaAtM8xjkMburKkFoY/q+gDUDNweZDbvD9JKsQQ857PDYkUtXCeBRGmbAgxJ6KyJ+RlhbPWQjMaqwhmueZ5uXrO6J2PbpppWur3BP8SCSsj/6bA2wP3ro0IgzDs9DsT2hcqvD8WZdnDGQ6Yk1E+gC2lt4dBNQNzFmhbYbiyDIWSgbcDbWCCJFSB+IRIdS6Vz5qHbU5Tk33iJSgxbFVvLvj09+1RaR20xGwNXB+bHCgADrUFCOd9zytgBHlE1FHIxB+EQuxTHPAAJ2jl84SqEsfIxop/PIRV5IB3LaEv3kq2BLw5XFHnbN7uG8s5+ZTxypoTNguGGmJsWxGsL9fLNFvp3uqAkW3pdHNgC8EUPOBjqh+MIo7RFNOVhhAXa5JNLALmRnb44qSrgA2E7laQ69mOCoXA9i1MuEzMo2SIrk8oJj4V1IF2gTCDCR45PE03g6aHfwNanhK0kx2dd6tjtOFVqOI+Hdtq/w2OFhscxmxrva3YkTNR+VDlemYsnsQQu+bRh9z4IWx+Ygz7s/O6a0wtN5jfD9FF81b2HcoWhN0ctymoTueKksF/4DNFQ/ZzEdkkLC3u2lmwRznbxqOaPltPpMAqBsIxqYIXcVP5wTDHgwWoUBtDX/644/QrlYNmxhXBzN/7Dv22iFU8fLyChChSfcoT5OVRCyjBGpQAbfbFSWXmZ6uPs+jH8YPEtR0rvGTfUkp41IuAMhTgc2wW2vFRnnsQRWB9u5qTxhugev1apGEgGcuWeS4lAxVccN70AhF73BjrMmjgILvdzAUN3ry9zJeykyO6Vt8Tl0GiaqBb5fYWCLHn3T57zgTKVHYh5cfz/s45CYcjJLvGWaiaFU3gEtMOAwabDn6OHbrsjZWdj7X3/xdAdNhvP9rnyI9cPGDmzz5CwxIH8c8evPX3Bijey4kzheIt/vaXd/+cGBQy6AfhGtVQKKU4HKPENqn5D4+6FwS8vxW60zEchqh1Yr3K7edb/M1tv3BNlbAXPiTmi/3V+CQcjUsCUaU0lAOZYzJKI3qlT9IzfscEUq5ZFAi1Gpx2caUu5cy7QDlEeZqXemIEL2cnPgGDox3c9s2sCQLKw7hxw06ZbvgenvCvb5iu1zw/Okznp9/g7zdgHSdiqL/C2A1Iqt8McfeUiUBMyqtx5c/lrEL4df/nQwtqwFRAdCbKdWxucdGWw1HR9cGgKi0MufjnYk/fZ76Ovrg7yrrlAfDtnFSTO/9+BuL4Oi3TM7kbZ6jb9YF9spIdm8XzkRcmOBDEMyvoSXHTACRD/FSZcKVUHGOFDnGABDlmKNccy4FT0831NawP3arYMZzbg6KNEUKD4HTBCaM8YeYgqCwsTPv+RSyLBVttpilA6bcoAWYny6gjIpfTBaAqILeK0SqMaUUimSk8kzwTu3djTluuOgNXbqHqBueUqw50g7px9UU75eI0FQ87YDcWOcKPMENXvBtZV4rqKXOEdg8Y1Gah62ihnZAyMojJ7YaaC1CqdWiOMgFlJQTnpxOjohUW7IgJWRO2EoBnm+AVz0h7ZD6MEMRBHnzMq6aoJpGf8IAEoDVILKKZJQcv+W8Cd5+jxTANS3RZE+KJQQHfXKZQ+enT4CogjR7erGl0YGTx+IQIoJoSOzEMOU/8DZCyXF8Dg2atlKFuQrHajwJzpYNNemcKROKKCw6otvCOOBzSgCQArHLzVc6xyWA3RUzDX6s/UEGYw37/u3iwr24DB6ygKWO/vFPf8L//f/xX+PX0EScf6oeo3kaAd1wVwbTfENTT2ssJMpRkSbFQ+Y5aYlIGvLKWc5Z7jn+fEe6Do1fcfptkU3CiwsY30xsf3Y98rvgZRKaQfAXv9yYEnwxWbdSArGCukLEKqO12gaNTDkBks3Aqs2V27U7BgAbEToQHTSdyFKZWrXS77Va6eeoJhvGWWDKAHQSL5bsS9QqaM2m1GvHIKAYRRXoaumv5FESstx3mZEwSSfAHADL8hj9WYZZFSAf0qTz9aOrZ5yk1eRdCHjOCVo7GoCnTPjdU8Fvf7hhfzxGulterqHlHmvEVFdTfC8XP2/JUlzZZpCc8e7+EtLFC7Q4EK4q2m6VPikH/SMrfJETOM9Ig1Yb2ogsB3LKeLo9o2wbCBkjpVJMTggMvAoH7fV053wp2G4X3G5Xq/hWnAdxMtw+5wGUAniXT3SShyFC1XCNRIwPECyFWHsHiVjaz3duh1SyoBUu05DIKLAyzx8UfBiOQs4CJokY21rJ+YHt/XBKH24IzMiXD/X59H3Vi+BAy2GkQZCXlZ+t9BRBbt4xLMx5nb9/jd9/s8fzsWSRVkpTlow9DIQccnzBVhvuuxlWtzzBrFUV972hiRGiL6+vrhupyaPKQyaqdYc0S0PMOePJgrJNt/P+0WGDYhiVon/Rq8TulOsNbTfAbhCQ3YHXIebQVIGQ0dEVf9Ei1hREj4kbR4xckoFeS/eRt7EwHdSi18RTgAkCJsW2bVAFevfCLKqo+46U8pBRf2kq1tpWzmlq4bJOycYqbBwxJy7gIQJfwmCzTKntm6FETZtFGI+MfuibNTlf5bSOZ4ew7oVl4Y0+vm9A82jJCFT5YPu48WgYiqYCMV5mCI/uDaT1RWgMzjj5Wxtvuelbi5ovBiJABQJCwslYRRjgbqMfwenGmDthCAOMKzvjVsMcuRDVcf5y79ExPXx8nLB8o72ZRH/+u3th9omYQSmZgO2pSeZZSUi5gHIGpQRt5t1vvaO2htobkoc3Mht4rsU0CMiFdE4GjtZU0bW7HKwOWB05tQROlgN/u1plnw5X2JmQSgFRgrpf7en5B1xvNzw/f8LT02dwvkHThm17Qs4XkCtMgQ8SIH/H8QnDB5/W3vp1maNBEdXnnlw6IlN4aIbzHsY+GEEc1SPY2PhtvZbenbD48bQv4lmn+42fTIKMCCIAYEleHVyXZfD19Rdhst9qI6QSGMaYY0fwdsl/x0Y8jTxKkxha9QhTrgOssIuVbS4EN6QGOLwZc16+vLjHuWMrG9QjWgbVYqdoviYJ7tG2pw/a2KV7tA5C5YZ5V8U8ISmuX9YPOix3FMszeYBSTi1okidTLuy5UU0RCrSeLPTIlRX1tWO0ugEaBmTAMJQsXHqIk2TPzUS47zsuXrlDfAwBgHMC1RnwAALEAWXBYdCl8Z6xfhJvACmEyIUUgZIgpc3DmQUMoyGJTWjSpui1wsLQeRi9Ny1o4lFVMAwRJFMs81bApWDTCSgNeaA9OvYmyPmGbeNRpp7V0gDhxgp0MmHIhepkbuT3F+EpdNjGb4me9Xl+k/YQ4+IVEcNwJMMADMMworxMuBuSwAu7JJCXrocu5ZHHHbt58UAYHmU3vK+9UaeVZmSV8Q4H2UTnmhqpZ8PhoBA1eN7Abea04Ek4vaSI5iUCNNIW3EDUF8kh0rOc55t3uQ9gz5QdsLU7rwPwt//tf8R/8b/6X74/T//KrfduEUOkhiEUAloH0OrkO4DLIOv6WHlBSH4LX1jlj+B9zDgS+CPPGsdCTguw63URzMXzDWHSBaqBdwYcjEUEv7fEIlhcqbrwYJrvsiriHuVBqtC2W2nrZlX1mMijKzNYguaIKyM6HsFEyETo8JLpoZa4nFr3HY/7A/v9gXrf0faKHrUWVjEPGODPJpOyiw7qNkHF66tl7I1sdL+FBeu5g0IZnQIc9hgXGLM+0tZoRi5B5zSFfY7M92dYbT700GPaWqS/rfdOy/eNgc+fb3j5558gAH73qeD3nzcwE15e7iiYBqLoF3CMimrL82oHWptk6hxcoRrzMpdXLCVpHWAFIYPIDC/tdTe6kRrKVswYmO3pnNNYmhax0I3nkCm4l+vFUs27Yw2SOZlSShbNxuzKpxof2TY8f/6M6/MTnj9/Rr49YXt6wvXpCZfLBZfLBerGrbV61BG7xKL6jedalISqpxvTjNKxbfVX0BH+wibLXmVMZxgRI1lo8VCAQ7YJN0gXT/smDCyowefjP7oamIJ8BQ2zZzPTWLM/3/SNoSfWVdxB2WjDGb9o8mW/kAh0KGYz770aivTdoIO1BW//QKPZl5AUzPajw6BAPI3WUaUvEFKC5uzNZMs9fmDG/f4AcTZ51ukAEYEzo6lApIEqRrVHBdB6hRCDZKZLhY7Z3RAv6hFaFA4642nSxYyialHpz7cnNOrYu+uSyQ30EPRahwyhMLnCDPcGfTDWYbAFf57CUj7NgS2DRfQmQLKqikZLzXEgIqiPHTlnt0OsusvH2gwMiNWuY+zt95+Z4FW/GvTpqHNZ5keC9LasXTrQM/G05+hPOM+ORsxVKHNedcJAmsfj3vP8df8DJtPdXz+OxfZh45F4BaOFvb9pUSo1hCACHI9gWkzp7bt9qI1LdFFwoFC10Dc/tEzyMstElmfxBrx0IR50mhBej8d5+tFV9H772jVEx/vGaasRYlDJRdgav/lxhkkcmkDShneaOSGXgr5tyFtBemzovVr+desGENm6V+dNyMmU6iaCUgiiDM4ETpazrd1TZFhRoMYwnTFaxQYgJcLT8zOahuBkAi7nhFKuSGw4BZ8//w7b9YqUNrSekBLjdvmEp0+/RSo3gLIZkJzhrzmqs7qTj0lOyxiH0LwIpWM8l7/HrlqEZaa3Y78s2sGLQtmLe6z3G3N7nudFUViE88hzHf093Iv89qaYm2IXt7RqCbq4dQa+zKTJzgQ8YkADxeBtP+21FN/K+gjr+Zo68j1bTjwUV2JGWTA62uJBXg1yRIaTxaMSlCmlz8835O2CnBgvLy8GBu3rZS4VD/V1YStRmsb1kwITx2ihM6qCvb26HcDVDBeqmRgCB1l15m2h9WzKOABBtSghbZC2o9cd0nZAK1KyfikM8Hpt7GDZxpwMBy15pSuGorbq7xjVbxIoJWyZx3sAUzYkAm5PN6CbUqcqyLmgQ8yLD0sfCryOwA3hUcNvqjj21gVCBaANViHDDATbliDU0ZsZr1Q7CIyUDMvi5ac7hAzAEw4OmS8b8rbhUTuIMzgVdCW0plA07HtHa4S0FSgRUlJQJlzKxYURI6XSO2qkaamAUwf0rPad/w6cp2OpxgBUDKUCgAPoykJjZmTcELYHrfCb0OxDCHQBuAjtjk01BWHLgjJMmGSFvqGOUwEJ72IY4Jeqqt4nS3m1+VKPejGzk45SwWFAglrKD9EOoYuX/o13sybawJRXyR8rNY82ojVh2EpI1vu73LG3BwgKkZvZS2KPvjHMfd82FZeFDwHA8MiPwHH7jPl+E5mgtiBLMbzFqMQW807koS4uC5x41tIhf9TCh1aP91g0H3m59bu/zyCXeiQUWwZaAlAxjU3AwXh0eKZTiDDw7DukG95Kzlbq3RRzwc7zFoc7cLLUiy7uNKio9YF9b9gfD9wfd9zvBrj9eFS0hVwSzUCoismqI6UZIHvdZuaVNwUoGCOiUaShNUFlS6npzXHoT29LWOAXCRPqKpaOT7Hh+PPg1UShDAB5sriJZgAT9C+Yz2QASQm364Z8NSPUv/vtM8rG+O//4Q/4Tz8K/h2bPeYV8Jpi0wBV/Nhxtiy4LshWJxyiTeKdINPhQDDDUYcaKoM0h55U9CZjKSZJ4Oyg2Y6n1rpF8tTarMKq6xwNjHLZ0HvHvT7wur+i9jYwX3pPDvBt0UvFoRs+PT3h9pvPeP70GeX2hHy9olyuuFw2lFIcj8kIqkXZ8zAC2FJ3rDdEpKTRQo1BAYZ+lNJfiBjyV2hKjtGIkKfNQJASQ8OxFNZTiNNyATGjN9O7OM1UG+BMccJ4NKMwZoo1AE/nf6Pff5CET3VqXnD07cSzzoRhOrOOauL8w+av+7uFfLnIQB7ByMxDVsPJ0KSHT5e/CW5A8dTYZqn/2q2SGK37V3VkEAOw4iaq5uxvYhUUEwGZ8VIrclEULqa+wJxtGWVsPIGi9oa97UbXWgXnDWmRZyz9GwMXqEYFNGaUbOme++MxxqGUDBEgcUaDWERelH4nDLlXesP1drH3TwQqlppapaM7fmZvhmkELFlFgdW5GjoToZSE2qzoU/cIKlV4lWGnG/Rxs+R7zfb03OHvLctp8AlWbBJ6TLyGw0ynfGSRskYHYh3yIkK+tx/osFbnniMic6bpkf/MsV/0YdDYf9UjbNmEJ3QV/P3f/T3+q//j//XD4/MLjEf+4qvCCzjWCONo5YUJpUSwdHNdNizenntoU2EWnctoYAeczhQXmM1DylNuEjGmugrwUU7mcBMD8RygoIML6jQiBAE6C0ur0Pcv4UkINPTxzBA2gTfKv63UIeUQJ/MKMsCZkbVAtguut2eLwAiIA8+BUkm4MOHLl5+Qc0L2lDYLBd8hMG+Qtg7tDaoNaIJOXqVCrQSl4V8wRKwyW98feL3vEFHkUnDNG55vP+D3//ZvcHt+AuUrOGekvCHnC9LlhuvTZ1yuT+B8hSJBvcoRIUI+Q3DGcTrPwmfs++PETeH2aI59t33Tcv3eb7EODsZHzGNf82SQEco34f4H46a9UKRgBcUhX7rj3JN7ZlwpsMgXOwljXMKLNoxLLpQu43ZgrOPaP58w/zWbCZHigr0ZgrrnencRq8BTDDAbCtT9DlVFyhZxNKKWVPHjjz8B/IqcvBStE1ftiu6SSUp8WGvDKzMUYUVgJAGAImP6MYxp8ElwMT4pIO1gNYN7J4WIVcj6Wq4gp4RSMpgKenIPDTpEm6V5ERkANFsZV1XM9+0N0hS1Wc46eOIKKVs5e4JamL8zaizqucfzQH1ch3eV1J8VK82wm5gYre4uQIsDmXqBeE5gvSDl6qmyES5qeeymcWygZN87zPBtWGwZpSTLtSfjO613aG14tI6UCxLBvcaWYlK2G27PzyjlgkhlzNuG1iqAZBgYZF5qKIG8EklKAHKCF61/OyeKt8cWxwRhgoea8ttsrFygHN5d8vNDwBh7PG41999IO9A+Ugbfa5kvhpWlCiFxb50Zf0gtrY0Dn8C9nqY0drdzRATbIuBKt+fHlhgCNiGRY2MQEIbbeHfRBo5UEBCigiAtsgV8TzHRTDVVeDpS8bFKgCTU2i1Y5cwWv3PjAfiiTq+DNrvMMF3dx7ASYPnd/+7dq9f6HAcYTkzG2ekBYDgiDmuHjpaJ2dn5GwGLh+J0P3jElMLyk8RRTg3PBQp/D3fmMJkcRh1AwdGIpl5565Q+qQLdd6um9uUFvXckZktb2gq0e3n1UNDPsqGa/EcwRaju+zAU3V9f8Xq/m1Hq8cBj363ICA2WalWDkqW6ijSvGjYrbokA0qxSVG9mIE9pKq8WpeTpG92cbl2BRhZJEDrhIkFOPn2aqnVqSjE4AEuJkqEMsAKbArtfHxFDkXYWxiPFfLaqQh4Nv//dDa1WXAtDmqK/GnDuluyfeHjRajgq2Yr0RfBDpNmVxZAny3JNPKuuBT5Tcp6gKtAq9hKarPIZJ9xuVxvDER1s/NpkfEFvHXW3NO1t26yqkw9Yqw0KiwB+fbnjUR/IxdLf8CK4XC54fn7CEzOQbb3sdcdW60iP6SIgEaTewB7Jm4fhiCbd9f+S02+bT+f90o0XHZf26OevoTURdAIyE5JatJal1TBmyrCOdyay6oPmFMoGG0Bs0dYhI6zyJ0VKlqcveWUucl53qExFNGrcnNN9VoP0sH0vCvU88djCgHQExT7JXzg/z+b2JEof+PLhGe5csSfZQw3cX0DdnHttr9j3HX/66RVffvqCn768YH/cUXeXw6q+uefQAsiMR0SE/f5A96iwnDM4b2j3V3QVcM4oXonz8ehoIp56aXykt46XlzvaZgaWzF58QxUWcUZAMn4b5N8iowyY3tJJLd0zZ5O5BpyJ0/WVhydyDDOxqmg/fPoEIuDlyxeoCspWIPWC/dVpMGBRb/IYqah8y6CcLd13r3gw4Xa7Qe6vIwuDQEOuZQfQNtGNDkbuj7SY45jHcYzm8vr69g1nb6zHeXxtrTc3QPKiKk5srpChgn3itBdWGdKilNb9Zuu3i4ygn1KyydvN+BEBBm3h99Ah8328fdx4FPG8/qYxwPHSRiDs2IfVSqLTZn+r5Ivi6zOlGC8sw55wNhAJgOxc2Xv21ZnX+UHvCGLAFOROlr5D6zP/+iAcLtbTrysY+v7g6fm9lr9DgFzxBxBKYvIw7wuYfgPPIseezQPdekXa75DWQYlQyhWXLfl85pnWVrspGtJNESuMRhaam7M9RwzdzD06BfeXO5oasn+6Flxuz/j0ww/4/MPvcLl+QskXNNqwXZ7x/Pkzbk+fkMsFigKlDJBFDJCDXNIADw2BPIYgDC4xLssAqvp8+NislYnOY6+w+8hXXJnn8w9CNRaDEbB6N+YcnTnRenF8ylC0xvrxvpjqQQAlyBiCWF8nAV91rNUgRu+t+iBOxyw9XT8AovFqEdXwa4k6sqYAe369v7q6ABrewTGmS2vN1m9y7xmIsF0uIK/MYEDZdBhaC6Of4NB260nI1bHAAK++BsPiijD2KcCsY0d+PQHd09kCCF0JVbp5ddju2dVMFzlZWeCMBE4FqRJEG7rQrGhDcCXPwnjJOaCKoDnQYe8GVFhKAUgN44Gz64fmaYohDMV1VG1QSzuzzC+C+HM1xmrVbwnIZQP2vnjy/AclUMpIerXxkwzA8tu1w+Zxa8jqUUtihmziAi4mNHFKnkoijgPV0WuDVUizqKjr04ZNGZwyUrma8NpNeei9WpYNA6AEZcUoA5wsCgvJ6VKoUhSVpExZTrCKJ2Mhvrfvl7XUah9c2AxFJy9grO8Bcxt/v7cNFoU85npZYgTHGBp00tagqIDEgC9Jw6hkn2UrMx0oPGf+P6INmbONtZjzIAQZLl51BXBhRdyOoaOf4nWcjnb8t4rH3F8mh4inrwEWXh+h3ZGW99ax8itqK48aNEnnJhG3BIzzZa6fvXrqGxkfW9dVOBRCyYrrIoJV/DlM85njXJgmH5G7wQxam/IOMNeyegpaVLcbSp0/JwyYcX4oVsMYNf5jLfIsYNdqb5DaUKuVoxYR5JQd78YMAB3A/nigOw23dA16I5ZFStNeG/a9orZqVWBbc+whGZl1OQGcJ94EM1C2jFveBh5PB5nzrQmUukcTutKTfIc6fVQQVwiDAAEAAElEQVSxQgYtpgFz14Xr8b3UtRBVPfNi4qbDPPxWuKEN/EgzxuiBQoTClABcMSumYf1UQO4PXG8ZL03w8scfwUx43gj/9lWHMhdGJ/L7xVIBub1HfazyFItVMCKsFBhpeslJZSKgGKf1oDUFk0I6uaxD4M2MQZ0wIjSiFHxXi25treF2u7qhz5TUJg2FN6TCSMi49Qra3UTdBfVRIbW7Ya+j1othrkANFJsychdsXXBR5z2cAFYkzaDh0pbhkLMJNAX8IGi59V/7YgkAH2jc927DQfGNFj5P9kCBvBVTflNy/CcAsPRRMIx3vvOgNcI0lODm42ckIyAH/BL4+IXutmDPBhmhecieQXS4/xj40MX82FqJzc4/CMHvjtN6ys/O4XisVXCVJJ4iWaDPzyAifCGGeiTt1xoxcLsZmJiBVHdwzrhcN6Sc8eMff0TKhE+fnpHLhtYF++srHo8HCMDtesM1XwAyjMpH3cGJsZWCSDWc6Yn2PbnT9BA77UrATFkP56g6HRb/C4MvRYS/9m6pxdLRqhnRWm/IidG9H8yTSJ597PY7Qxw8v0MMl0wUeDS8/vOPSE8Nv7neUJjw+uMfka8b+qbolAxr6Rc2Gu8x19NZJ1z/XOWY5SiAY2QeES3G8snDI73tPbVzwLXAdBuoHmSpN+eTpe+GkTq2yLFX87vON/5w+7jxyJVPY7TGLciZJMaG9+iQ+N94sbDI05CT3nuhtU3clTc7dsoe54vVKrkc9rS64oTloVBTqNYVqsuXEORW5T7+jjnsp4FeidTBCAWMCl+rkeKQb7s2wiH28g0903leNGYMTSzANH3RMzE0EZAKiK641O6MrKPur0DKUM5WLpWA69MNl82WBfGOWise9x3QZgRAsJSxt2fmkkCqNiRkoIZl21C7YLtccH16xu35E65Pn3B5fsb1ekPensApY7t8wvXpM65Pn1GePlnFJ7GYBkrF8ngpWaW45JVSMmMuAHknHfE8pE4AVq41jsccYQi6yq5Bfs149Gbhnbjv2BdngkNf1Ws0hP+D/e/I7JwigCPmPQR00GE7jFzWUyg9kUW8aIzBO8M2ohDGENHc574Pzjm837udCXhQ4CZupAgBBK4buTvUYEQUIibRWpUV847lUkYFN/Asqc7uZWNPx6EOWKRP7Hk5rY6ILtHTng8QdSfbsf68k0QmWAfo4Libp5kl9+RZWdWEqNrUW4eoz3IoMRoUWJEOwpv4+UbbW28jG8YANWzO1feXerQLef8nKbLxCa8jADcaubChOhjelkywJAnmltCpozeCIiEli5Cq+yukVxdQzTuWEw8sE1WFpGrYOaLmRUnkVT7IyCEJqjQwbWg6gRbZwbkTE8QNewZmakIRk4PPLkYThYBIVtPOkZ4DMMwqL4frNHzewwRvaGD/mKf7yMiCtx2xNGzTRbRh8jXiwECHIgF+KumkCKsBiuAVS2Kj+P4Onj0MR304i+r+QHbgdXj6XigBTMnAY5msWrlYdJ7qvN+hnC1w4Ll9Wf+91SHEYvl8G1HyNspklJVWW1u/pjbKAmsYW3ySxHD1KLCHAgxGYfvODdCz+pq3oPnBD12YHphI/Tzgp++B2yXAsHx0wSF1TZfjQ3bxqKn1nsOYtAixETAY1rzgjcOQhbd8R8TCVFJCrxXtsaPXZtGkKYGvZhwoyTzv0jt6s1QwUXEA/Wx0mMyzygAyMSoRSP3+KmAFMhEKE7rTWIYZM1KyFOhW3QFARnesLDUAYpBjUSgBxOLRMLZXyCNpQGwpbWoGevXfYhjWKXlvtebYbsv5496A71FL2VPAIzmOkiFhqdYGMx7FygjMokKA9grpQCkJ0jqaChIpngrwqBMsW9Z7k/MI9+OpwCM73eAV0Vs0RKqxrEiMthrwruEWiQi0K4SmEUxgc6wpoatYdIaI48JYpGZ18HQRtUqaPiYiHSllkCakZPsioim7R4ppsqilPRxBbGXH933Hl5cXbGQRE1wKtounJapV6AN1EIVTSKdBngDmowFpGEPIo45/ReRppgJNN4MuOsbKgkwkmLzKKtxOUOZwDKgC6ILWTF7KqRi5c8BjS90iq1qH5Fhl4qxquk5GgaNVRROA3mSPzPMIANMKNHwc7CHmL+//dTn26xM15eGf1zuMdNpmIWWwzGidlLL/8wiUNPEHx772cdn3ClVz8KSccbleLDVTBMiEXgW1dSBVc0p1wf3+ADqQU8H1ckHKRkOv1wtuTzcwJfBWhuHV0jJdviJ3eBKNiD0moxGcGDmFDByR/h2cXRchNxE6AWN1I7Ja5AuUsOWC63aBtIqdK1JJBoECghCh7pOP9dYnUoAIRIG2N1srXUCiqFyxl4y0JagkdFGkkAkgaFKRI9InLXNHNtojWoi+MatnPWP5tO/L3jCGcXCGHfaTO4IH1hRWNnpee1Mu9Lsu60MHPMIqF62GwLX/cz3+5e3DxiPLg509IGDk/Wr0bBh8gGH4sVdYNsVb4e+9NixtQd9gagv7zYkISjKFdATjCkOR/1OCsc4IMw1hRsZdD4r4mSaEQjc2w3ilpX9nTi/vKBZx3Ucm7ky1Me+v0c+FiEa/HXnfNBUYFg4Han6CpYdkcC7g7YK0XZDKBVwuIFKUwsis2HI2gUuBslnKT6RD2L0IAkvlgBjBBmJRei54SkhccLk94enTZzw9f8bl6Rnb7QmX6w2X2zMulyuofEa53maKmhiR4ryZlx9RbjctUUdYBFfgODE4jv2YT5fIxtAuVOLofphh+fPgcW7G0L+3jn2drUrbRwQGdQVjzPEyr6F8E2y/sRFMW7oroY5l8pb5R9ctBeSdd1rY6tFjQyBNbktbFuOvyHq0RibEeniPkIZSniJc04WAAZjNcIF8iX5YhUAOQEmP6nNv/oiEiGfb3f3/HqHF7ML/NKwf5qkZrbKInkjnUfNx0gyHh5JnnJgBhgZAbuwNW3skO0itNDFzsu9q+ynoM9wYRgqLPFQM/F4ayr95mGjQ81gDghGVQ0fcgsHoiOw8iXKkYtVGDELf3ku9/CobfSdKJgSRRwcxYEYLNawkZ8akZgRiELp6KiED0qoZx72vBpRtPKr1BvV9nx2kmbiMPdYdwFCJkVwbC6HYUmsaclEzmocy7QY1JROKCEH7dUTsBLbQSnJGeoOPHQ8nDB/WrEY1NTi2yUhLI7/LfFeLdog/dfQjnghgAEnOvRGYKev+t/kyG4NY1JWnJBIBiaziCjm2mKWzybJGBeqVU2TsyZUmznEdxjmvtBYCXJyjGHbRCfwO94A7K1iB6d8zLn33Fs6dMMJIhzz20z5ZCHgwgLFYYlzhDpR0xDyK64kWQYjm/dZwHPU+hJFNfQ0H8jLIBry2GeUUaXcrQ5kTa9c4wPXoq+j8pwCiqIUNyOndJo/srsC32pCJkEtBKl7Egy26Wap4tGTgNhCANGxW6kAhRGt6kBm9EzNKzui5o/Lu9wWUDadxnC+AkhkjenUwJOKJVdLFQ/1tTAe2y5Je3MMJEwK76Pqqb8TJ+M5R6n75cY0i7N0U8XE/PRp34pMwjUcEw24CZurZxrDiMqr4zedPntJ3hzYz8vcG3DYLeFvT01bX3fosxPMIoGyODw6bKTx1jeL6yUstYnUZGF8q3bH+AtuqSzdw3zTluFXxQvAsVfTWIt/DjGLVIpeg6sVjwohvt0opIZVsfKI20F6RLs0xD+0trR+Gr8KUEFhTgyYtM2lOdi8eo2nSL+j7GQ3foanT5VXUXITbt2L1cu0qCx3xL/VwXZAeGsZwpz2eCgcmZGUnCWF48F6pdzKZrK9uJD/LtZNXriRKD+rBPB5veeSLczy+1mxep9HoCFVwPNPrElOQVAKYQJzAScApg7kPfNmcMlrukG65s0P25ilxtbbSTy9lpC6v+ss9Hg+0bnxUXNYiVuz7jvsjIfETrhfLCrlcLuhi6z4wUgU2vuJ6/EhVJB56fsjLQ4Z2A1cqbH4t0cGnQ/btvWPfd9xuVwDmnMs5IRHh9bFjf9ztuKenJk54NIX03V63i0UkLiyti0esOWZX7x3Nse0E5GMSMhVMPtFlDhf17PBFaaC/zDUR1/ncHoyObw2QMTYADs6ztbFHsgb7jnX6LdnlsISX01JKcw+Of0d2PX1Rb/ePS94fM00s7RcYj5JXUtGheAy55STkDFlxhFp9tFfzvMDM0OW+I8ppfMfAU7ABI5DMfGSK1BJxvJFIYRltISCHSl1+bBDBZabe4AC8JwqcnrFGONHptyEkLvc7PPO0UsZ4nI6fH72MFchDqIUAzqCygXtDvjzhct0dx6jgsgEMQVIxrw+ZFbV4SURUe+bu3mkzKNh7U2L3FngVpMsFl+sTyuUJ2/UJ2+0J16dPuN7MgPT0/AnXp2cIPQFcAJ44Sfa3RR0NIsALfsJpmg7vvir9BBt7Pp20eFxWXnka5PcOLhyKpuA7H26HEdEZZy6HWLDvP26anp3JLpTlsO8YIJlMJhTM8bcupUqd8PmyInaj36mt4cRjUGP/GSvEwJDA+o7fvwU+yxAgAUA9zS+MQymN3Hz2EtcCZ4aeEjkd/Kd14fvIFAtnmuoVow57dTUcuXfAcyKIDJzbojs80mUh6NphhQWSCRlK7jGHwoD/oithQO+u0wXt6y6c+jW6g9DBymDNgDqofdRQ9tfknEBgtC5DKGAHhFVRNx5EGt2698TTJKYgdUiT8u/iazNSocJTa4p+d0VPhntbyUCYAc/nJ5jRSS3hdpJMNWFMFam4AumVRljhdISQNwKQoLAc8C6Wi9EF6ETYiuM1wBQUeymBaAepK4vBjL1ano19AJzo8rYuWAzst1UYsPLN686PFIxYY/yGBwGzLgvG/g6lB8vuXGTaYfwbv6t6+iQtVTyWJyzXqQ+yquM1kEUEWDcCiFKR2UQHFUHXmeZm9zAvfUTd6FBjl3FywTJCrw8rh6bBbI3+smgoK7eOBHCiYYQiD3P4+3/4e/zH/+6/xa+lEZEXsegz90g7UBuo0HSGxN5yGj/o/1phleEluPjIF6ItPGI5eDwnjsVHLJ4RuQw3JMXfgpHLGQuHTrxv8GiaoSgKHAyYg9gRBj5f8Dv1CjwPwzEKgxAnAzROI5JNpwzq+yANg7ndp9NMgYmuzepY/tJkDgRyw1HyUMPkkafRLelqUUjYh2FTYFgmzQ1IvVtk66gX6A6F7qlYZ+lw/fc1/mlO0rknrD+2PsTTjSMfbF0C452xpKYtxyOwOX4PQw5UcbtdzbFUG17uOyBmXLpsZkTS0/2GqLIsrVjGAd0lBFD3TwCXDJSNhqFC1RwgADz6x+SQ4+p1x8nhoM0hc+BS2RoTp7cEw+ShzoPvBO9gZtyersieUptSctzAguv1CnEg8qiWGinoQbNa62BVX+ozDX04lzjAlftQtJHme8wIsa/Il//K7SAuL2M8+/h+P6eDdPKYYYyiaVhprdleBga2n3p6s4iAE6M45sh5P4wiDK63zRScKZ8NmeBrTfWw1ygW6dibJ1q5fF8V8HFdXLUYztZRid/GNVPwBrGCOSPlDE7NI5Cy/csmewQ2kJFcckBx3+/eRBStC6TO6rogi8ZptTmZJaSSwWzYn/dXxqVc7M3IoiLXFPnjXLrMoOqZChZZRGCUNVJGfI6gKMVk6u5yQMBkqBty677j6XbxCmO26XvveH15xeN+n5g7zJZt4tGcY2EO5znNNEmxCYp9ZwUSMrhkpJKBXACPqppzGrNOgx2ZbLbwB6e16z51O+dy/lueqmpGIfII4hl1pGNMV+fXAJonILAiR8bViWetGuUiEQ4aYzRHxj5UKM7WjnjniAg9ONreyA0/3z5sPDoopwubCoPO7MFyzTgyN+ov6p4/U9dN7cLOUHUXa5v9nWKvIk0Ai+Xit/1cHuZfz7+/c/558RzGYTU30um3U1fg1coOC0WnkUqX58cEx7NHJShfThRce0YfjWuVocjIl/COwby9UJRc0OoLWCsyK15/+hNeXx/Y7ztECZenG5QYVV6AzrCS4B2cCN1cdrhcbl52Ediebvjd3/wNrrcn1B3gvOFy+4TPv/k9nj//BmW7GojtdoHIBcrZrfAG/ga4N5kUVLIJzH1dAyGQrgN6Du3HJDrjwDJXISjrJBbOoTAEWyzzFtgRql7VBlNIXrvg8zXSOw8ttv26/cdLzXPW/o8dtL7BiclFetE4pD5ETiCDqWO+1nstXm/8HEwi+N8iCZ8F1u/ZRiXIxdgchBywN0/k4NgEK8cOFwfVgILRBayEsm0gItS9AYF9BFiEDkxg6A6mmWCgwGNcD9L0pFsBGJk4Q9SYJ4GC953o5+LbJYZBnk7jlfHNjpBCRRqk7+httzD+XgFSJJrLZ6aNNaS8Q+DVVMDQlJDL5hhRswyxuvCnMOwoq0o330xO9G+k2Y3DsW/gCr4JLKLhxXcaFVs0jDRdIGoCwlB0OKNb3DOiyglU0XtFbQKFgaimVJA5gcsGygnSBHkjtCZQCmwdfz9n8CKKnNmMcN3rKmmHICM5T1AFxCvsiZcoZldWIz3woOmBYHHWi1GEwxg4T1sFUw5Bc+Fr8CqWYx8CRnOEQNwhnt4bFYgAhbIMjxa8OpoBk9v8xvssM+S4IgHoLi6Mxbj5scG77b27NEQsudIUegCYEDdslLRUkAmJTIdwFYLmyqri60qqVFZFba65oxDH+D/9X/7P+F//7/43+LW0mXLqG5IBsFWOmhh5PE5BGJuGzDCk2KMMoerpXv53YBCVfJAt5o0x77neZ+WFHpkx/nGydK/u9CZQodfSMF5ww3IJOlA9TCXWbSIAbL+NsBR/JxGgd0jrqK3i9acvyDnjdrta2jAY6A31pVrU4ARJA3PCVsy5ZEXeLGXNhtDppGMdGu21Phvu0T6MlkyEXMwxouolquPNFJDmtD6Zg0G6Yq+C2tSGJZkRoRQ2DLne0WIYaQ6lqIHPDzHVZ2UdyZiVR1U8uXGU/AIRBYPRpI90sq9JtVFzb5XWQ9B3NDZLY2tAYcPfeHx5NeDpXPBFd+w7cLtgVE8b/CTex4pDjapx8R6tLTK/d8D4pxmOrrfNCyJYKhoRkDJh24oZYwA3HjJyShO4mmERPDGGHh1+vV5AxMaTY05HOpWV884l45ZuaLUhZcbz5yckTmitDgNUTglP16sBjiu/a8iH9y3S5ww/M7aR0WBidoYW0W+e6i5s65Mi8vjNrf/V2wAYBqY+Fe0gCM429L0pJDpJMZ4hLm+TywitN2SkgRlGCGNi4NQZXqKzisPjgwloNSMTp1OHhsz1kTaEF39WCOvvX69vdMDjvY7K/fLLMBzN4AodDgAGWJBTQssJybElcy64KHC9XPB4PFC/dK+ChwmdsKgMNq5mxOyBRRy6jsKMlZnQa0eX7jKqOe2aNLS646efGm7XzyYHwSPvUoDRwwtkuYtQ5yPgcmBEHKm/a/C5MNYCOlLd1NO4/vSHH3G5WBGWViv2upujkGItBMREMicfwwHWePAo5oRLLmCxAgqXnHHdNlxuV1yfrtiennD99ITtsqFuZgw+zusUfihSvReZ4qMtAv6DzU2AdcW0SYSMcrxW1YtMLetFYXRFXE6zrK7DRfbhMgHR7MNqEwjDkRn/5uVTbqKhzB3kwJNY8JH2C4xHb5WFc5j524tkRvuE0LhUZvvZZ/og6KKtGlOYhD0MR6MaHMSURE0QtfzqI9ZIcB7gwLp1/OdAGN+MaGzi9fw3hoxFM1h/G8YMTEHx/Rf/SluEwH469u0LQcy4PD0BIqhsaWgGQiiD4EPuBqNw7cjNsGAaPdDrbvgAnMBZkYm8/G0HZ8V2uaJcN6SyAZRwud2Qc8Fvf/832Dsjb1d8+vxb3D59RrleoZRQldA7g9IGqwSVDO8oezWW4e30wGsH/J3AnyGFLYR1XaNKGDgSAMZch9Adbc3/jHv83PoUcSE4vKyhIfuOZgL6gl4/Ktuc5yvupxNtMxTIxXAEinB6Hc+a2CMzQmmYZlMCd/GhWsfEnqVipXGTEyhigjSPmBBTFMNYYt4yQa/qkTOOG9AbCISSv3/JWVFFSRkg8tz6bsB8TcDZxlVUQI4AGuB5HVN5DWG31uaGHfGAtWERBIBBj8KfxZpMqFErdS9iCgl7tA4IiEoxVurWchIMW8cqVZFHH5j5ZRRr9o8MdsSKkWLk3enSoH2HtIpWG2p7QHvDJX0xgzTCYGPvkbwAo9HghJQLsnuj5DmhtWZGGng+dsoAMYqnc8xUYhsv8W7aYTYGKmasULJQIsP1DfWCQWVJCVSCdAUaUKuaV2pajAC29Vc7UJtFKpkcEal25HhV8AgzN0AnCz1WAcAZae8ulNh7Mxf/bkpCjfKuYLCXC4rw9KGMEgyQm+C+hfDcqc8dgBTRaDPiVjEVXsNvC3plpXSXhfV2YWsHNGPg2QBOH7wandoqhgtc0Oj3TMkOwxEA9D3wIHQIY6IKOFi2RjUclRFaDgA5UjwwK+SoKLr2KTi5QkAphBFCZkIXnWHgCoiGR9+UY1GL8OCVDttyAkmEn4dgpMPTNr2fxgtCSPuobPGv1bqIYwyGsZRNkx6pW2f+/ZX+h7QYBp44Fu/buxlohmPjJHec/725v5+ny9+r1kCYwDaLsHqQhdY1vLAvQE0J6H2CcDstUVi6xevLq+FyuJHG+GmDdktpZQmDrxu12YBYoQCJgDRBkno6CAPNDTZdPB3VMC1STkjdaFNErPQm2PfYo0v/db42AVCvriYNI4LE9Cm2SCPRIQp0H5cwGKkepU7CxBNaRvqwAlaILEtN74jgyLacR6d7vDsFp78FlsZGu+BxB17KC3JK2B8NkClSAdOW6YEB8CADtB3wYYMHZKIJIBXgjsPy4RSiG42lEk4D6oqeLCqDeNawHIDmatGGvEV0pt26eyQrkUBIHbvP3jDlPM7hzLiWDN02qCrqY8dDDUPvcrni9nTD86dnXJ9ueNpMjhVO4G1DyXnoPqUUIDPIU40S58ETh/FcPbU3eaSxGJZSF7FKR6IekPf96dSM5FGcI+LNP7MomGQw4cxsmIouWpsPZknh8n1WW/OoIzb7sapHu6wylKWpJl9Qh/Xrczygj75Ctg5NgdTsiy58aBhyYMZYEeu8YVwutOx0s/PhoXzj231ZI0bCiBnGMGYGZZcHPVWyOLbb09MNP/34E/Za8RCrSiu1gzIZQn0LohOyTBhyXBkcjgSYnO+5puWWcdm80mo3upfSO3K76tCOiRkllUHrjfcmJJopbrI4RupewWRYSyIynJA5ZZMl7y94ffmCx/0VgEJaA6kZzGpzOiLqkZ19zB0Ae283ZnXqeHTBBsZWjJcKCF0VVQVFFF2BfjL+0WEdRcqYyW/hfP7W3J8KLC/3nA6suPfajH7F+eTRRrN/Ado+l8zbtaiLrSHYdAidBkVpMpsZnyK6fzBm779xnYMBKQhx4Ld+1ZDzfvtlxiMnkDFII3RvnrV8DwVBXJFY7vOBPurIlVesZeQosVVl8MVmC1tGrmUIPUYK82IfOkhF3tx9YR2bp/Dp1LHyMLno4PZTEJ+rZHD8KXjF7+sqHreYIYRz+35rcE79WoBqj/1eDjGD+Ab0jgKekeUpIZWCfn2A+gPt8YKUO9JFwcJgMLQBoGZQC6njCgW3ii9fvoBywna7glNB3hJy3lC2C5ow9g4oZWyXG7bbDWm7AfkGUsdEKhsoXUypSgmUs9WiVQW3NqU2Uvdg6iCM0wDkogaRERkil85Wz9FMSdKBB3EaoLMQ3+G51u+M+3oJ0ZHD8fJ9FcCdYb193uk4Yd4vrl0F9fhbfZmd1+q6DFSPuO4E8wAhgSJ3bV23gCuQlkI1DbQGRB9lMe1W5wDz79fWsrdhDCOvvCNd0djK9oZBYt93KK3Cpwl7ORdwMkaYOIFyco8XH95VYSk9zOQGP4bVcg+xPuNUpwKtWRn1lDOYNyRqgHtSEwKbjBZhFIgEQfNokttSDfgV3QzlooKu3SN6Ig3MaaFauKtBCgStU78nwKRIpKBUUMWEd06hnNtgMjE6Ga7QSmYIGYmapxC5QKUeQeLGyXMjqFVSGutNBw5EygRQgWoD6dVLOlsFNFF2ndn2F6VkIblCBqC5hC1jjJMJWMIwg5DnXhkdNKE+0YbtWoDHA9Kr2XyS4QGktJlwRIzMGcTFjGmcAfaoCGK3UVtFN0cBtRF2Bk6qHrmQzCAZJ8RiDcOOGrDkWGdkkgGt/CKEfQurGKVWwTb3IALprLcUKYyqvvaoDEEkBH2s0RrJlGpRgiRGTsCWMojUiiUAjvXBeDQDEFcKY8VxL3JKhlGjdQo/LEb7I82UgFwScmZIneVtVaJU9LGFABvpfnFfciP6e8Lb9269NqBXSG8AmQF+tJiDHrKVYoDfL7xr8LfkETyOoYYctc9p8rthqZhGy7F24lyQhY4Ab3na2kIADUfJIYobk3eIHJ1i+RQFPM7n+c7Nok+6l0YHgOvnZ5vbJW2OklW4Ymav1mORKJoSUkQ5iIDcoCo5WYqFAtqssk+vDdI9ypoThDMg1SMtbT/GcBSHlBqvD8CwGGHP9/LzMUUUCiEZ1DOpYeIE3NOOmS62ivMBWE10DCADHItoRIfbxXFdiLgnaeVNe0/SCA4Qfemw/u0P4Ivull25BI3tO9CNpI4pJp7X3xV4+PeqZhdk/w6PWGIAmQxjSZWwNxmFFybtI+dPQKLiQLwKlWpzDTNkb9uG5JWZem9oreP+uINAaHAjuQJbMWUZySJpm3Y0xyqyNJvmSl3C1oPHusMnnAZk8ADMydOtrLiEyQLASOvx/dbF6tn1YVyIz4TEjK0YMLKKGg38K4HW/sVtKHAzavurWD6u8x1KepPLgvEbMMCHc84Op9ZtfzhGGVRHhMpW0mLkCZJzfHbe0sfGa1Gyw1hzvioix2yFudNued+Rok6ElEwe+frQfbtPZqQgtJClYAZwkzUt4mgrJvfVWvHy8or7vltk3iLzG4RbEAHDxMypWDVTqpCmRyKgMJ7iG75sF1wuBaVYBJB2sQLkBx10Gl7P42URnwBIoWkZJ0ysnOSwIpeUAGRE8Y267+i94bptKL9J2B931H0HpYRPz0+4XS744x//ZE5EAHtV1EcFJUK+XiAESK2T6MLS3R7csfGGauYm6F6h94xy66gi0N7AWjAKlHx9lr663n+u2VJWn2u4MW9iIsmio47IHzID+7lLRIbvNyOX5nVA3M8qQw8fEMxJKtInJMQwHB3vPfs4+344x42pv6R92HgUhGEajs6LL87zdbwKgFEL9Rcom2fL2ZC3DwfW308GF1LgQ5VXghUuyt6IGIkn6nHkgUVQg/NBM2Id+nj4rsvg+CPfXdRf6fO4liZXXvv6/kXHPzubWY0VnDuKGnPLuUD7DvQdf6wNwg3KHcodwh3KFbxdcSkXJxKK+35H7ZbScn36ZDJmyijlAs4bdlHcHx3lSkDZQPkCyhsob4hKarlsEEomMCeeiIo++LGRSDVcHFOgnRa5KTiHweZrxGKsweAqfNpFOiOb4OHH7M+MtDVEH2gxbtHoykyTi1tGP9+ZjzfHol96etdQ9vqQ7rTTAIyNrp+bhrszli457hcr2EOo5z6agLchAETvbJl7TvYglr8W0xHAxLg/7keGC7O2U+KRW16KARTWvS6Wfrgi6kZoTctvi5BLnvutBlZ6yYScTJkyQEBTEC06Lxno9alFlGTihLRt5r1pBvR3MMapi3Je0YVIHebE08UEQ9mk5R9IwAzU+oCl3Fk0jhmlOjwEC8RmDGhKIG7IxEiuXI7w+3PnCR7mi0kO+WJesd4RxgqN/6rhOhm4a0dEjYjuLngTwqNley6iSSKaVQFKyL6vCwgCwwlIOYM1+Rg53R9737cc7H0YZME7zSJ0Us4gZKODydO+Uka52FrhlM1YlJIb9LwcsVd6VMqDDLvUaylxAkAFXC6moCXYWEORgKHQygAcm+C8IYx3+PnD0h0pxkGzwlhER7q/OGTIq6KZgG6REIbd5GHgHgkVlf4iXSGEn1DwSRwlaQgbi2OIzLgcyePrP16Urtosio8dR8T2p82XhsFxjMXyOnBFXWfoNWfGJW+utPu4fdPy8etoza0NvXWQ789R5UxlhqZAJ7Gd4AoYBIoAaF7CURDSK4bTgvLb1LPD776GVE9p4DixJr8uUs3O1OBw/9UsolbkYjhOaJ4n3QF0OrDvqPcdrVaoKPKWcf30BH5+tvdrHSAztgEwo2NrC08MGdTeidmLSCyLSLSi9d2jKTu0O/IWT+9vzhm5REqu7cuc4EUE2Nm+orVJuxkuinCsd0CVDfODyPawA8XvsH8VPs3etzXlLIZ/lRByKR6fKqDAh4vgNUwD0HlmVkkDp99peW4Ys+I3EeD+mAHSMWU7bBrK8pAugDqOOvs9Zbnv+p4MMxqx2x07FJDmRQ8wMF2M71ioiFAopTJS9gAzWudczCDh4hY53wQwoqbtfSzaLLFFToiEcSfGW/2epsiXXHDZNuRUoMxGixIj54RSHHeLGM0ngXRJ8nIjUlRzU7U1VqIMumNyZSKkUMJXWv4dW20dW8lTefbxVl0rlr1tnBIG5qzvyVWJtjGYRjbtE48FsHGP6FEamJB2bwIs2vQXKvNGYuwa+cbQdjcWxsoZr0kmfzGt70KwFYxxLBwWVolsmAoxc7NpDsK8tTm4AEAJkiLq29ZMmOS//PgF+24GU9AiaIX1dtzPjREwR/CgCFN1mtcLIN2wkEpKQFZL3yTGZZtjtxpCjvqLDnn05+R9AkaSj4+gj6lVciMiXC4XXEpGaw11f6A3weW6offmToSOzATeCsq1QJlw3x+ouEP3WVJSBKhNLDpV7d1z7x7XYRhG0tXgBYiW2fZ1C+NdFDxxyEU2v1hknzGW773wIrOvWF/HthiDMMd6TcFfR11pKdwQ1CqMmwvm8pCtFkxUrHqZ8/6AK4innE0Zf277RcYjf/Zk3EG4Fe7BXygAXCh2IDQNjQ76zuC+104hkxy3dqVjkU9sEL2AHfEkTARXLj5AqN9wc+/vmvK2KKenns6DIaz5eWPTvdFW13NN5ZrPxrzXO/v58HfMg55/XOYihG0XiBQJ4A2czStkVUwSVDI4X0FFwE2Qxc5VZKRSUZJ5fxQN5fWLVfjlhNunT+6VychlA3GBNMH10xMut8+4PX/G5faMcrmCSvHnZ2hiEGXzXq8rmjBwQslQdN8ZgGUQ4t0TL4eXOaPJuEZJqRHdQ6d51eUe77WYP32zDoxY+5yu91JMhrL27WstiJXiFOVmfx9wNNb3PykAg0i5lGuvTUMXGWfq3J+x5KeRKO4WFvWj8P5r8KC11t2gMr0MgfWSgSHEtdZQHx23p5srptVS3FyxICe0sqTWDqYaVbUOTDTmN9J9MBkVkcsTIw/Lol7c0BnCTu9iOf2c5phSFAuIsXawcjIlSMWiDyjOWQ3t5FFHEAfSC5pp4r2Bb5tRB10MSJwNT8MwQ+J/7O9qBhQghDpg4hWRv4vO58C0C+27eyAVVrmeQI0HDohBzzpf4Qgd1rFPNNJOiUDJhHfW5Hn0buByIA6K6pYqUBL04DsKNzSFgmK4U6AEIXLQaxceGAgvsaUVkRtHCL0rujYTmiOq0WmsgjyKc+5TGuNk60EZYJm84MAPaBReRXhw7TiPapOTli977bzvgt4EvVe3FySbe2kyIdmCyZzy3tnHhKGWBiJsfFfJ7ZUCgYLVUoYIkfrp/B9k3WX1rvgxAkLAVRWAFVHBL+go8dGjv76mRXXoGHEdg7u8vlplpl9bI5CF44sYLwsQmdizoRScaPfxoNr+ZWAKQjSv17kXp6MDQbxwlDdO9GLgBwZPO4W5RHodRT+iS+s9/D+xl3IAXunsg5AZjmpFe5hRJ7AfyvUKvl0xQByYfA/GGNk9ApR9GpCWVwAmj9eIVpdhxD4ya12GbFaNsoxC9uo1ttbQaYyJ0Wb1CpDO6hXGQ0oeNv2wh3spgMP3w6z6PRqmASbBUwwicnSRMw6iIY7tGwHI03aI4O3H35v3mWPol34TzM7oVbit6prYFOcyfWsh2ux9XheijmdMWPW5ZmDTKVlVIna8IUoJnSy1CSpIALbBDzHSwJlo7H6F4nq9uIjXLbpXZVRNI7KxzGCA0qQaTnO3bcP1esX1dsXlejGcPZeniQicLUKkZCtn3gLMKmjRQcSm8dJRoGPwcnJO6nx/Oii/byOCY6yQr3lCbd05f2zruVfihQcA/SAzM70wDEFjPNwQclb5xjlyVKCDbIzG7qA4xQZ85Y3eBAwcDUHxGca/yUcOPDl+wiSpPhQ47ECl8b5TqNaDnAzSsZ9Dbk/MELZ1rx6dpQCenp4MQkIFr/eH8fBkWRpt3wc9tlRvG5C+VJYN/cecysbDocD+uuNVDQczoi11MUaNghpq76F0NhTpMlRzDaxTcnYlDzpE8wiP/QAkETQKB6dVWGM20IauAtkf0C3h+nQzf8deUT2cMRfDi9La3FgPsDhgPnumQFSDW0SiAKhecyYmqHWwmZXCxvmMtQDJ+R3PfwSrxfJJQ9aiuZ/euZgOhkcdv74x3QVbH/zB953/oMtDmGdhEcgpwhAGGfB3f/uf8Lf/zd/il7RfYDzy16BgoqtXMibBz9G5aCi+K3xRnqnD+201MA2QNizDfFCu4MrEMuHDAvdBIr0Yw8bkeXj9tD29x5r1Zx5B3/rx7e3WP/R8+ExlYcSyr/1y7h/W1CDiIADZwqpV3fHhaSaYhrd0eUKBjWdKG8pW0S47oA0lZ2yXDa29AonQ1bbh9XZFaya8p1xAXEBZ8fzpM7bbZ1xvTyjXG9J2AVKGUgYoD5dUKNu6LP7D0K1AsoflQ8fPMB6tRH58Xzf/Oibreed5CIH6vQnBlJriGev30bUpVHy9vSMSujI87ht9iTX53g0npTq8euy/EcTg5DNAQ1cBFb6Xj1UJ/H7vGY8+sr7/hZuVbbdylcP04YRROiAkEHQ8Hq+437+AmVF7x+Nxt/KmreN6ueK3vy+GmTEq+IRhJGIsMBVkYHKmN4xFsRJxOuCbkCseOqpNSetIjqUQkT9MMsBITf+0Uq7qgBvSKggV2htG1TLHq8HYRz5n0i2C2TF/Rvl3s/qPrrPji1nkkb0ks3sG/XQLWAksHyDwcgH1dASYN1EEKs292eZ9MhDsmwfOKDrCqNtBXP25hFGJDhYhQy5caGAJqXnbzHPNiGp0CgWkj74pCAkmxEdKApEZj0z/Sw42TyCDP4dr6IioG1HD5VGfjFDE4GlrxAnQxdDU+iJ4YwjfhYPSLoLqELZt/00+F/TvhH91XPX+MffngZ6Nfe4eds4QiUgggDDxy9YnWN683ZcTzDgsGPxUfU6Ys4833HDq692jOdUNkSspnzvEnSU+n6u8LycaE44g6TNiKwT0M6v8L/+r/xL/n//4ywSgf+k2U+wsmsLyKONvjDXwofaekUgiDMSjdwdPCr7hm9aj++b6OMkSqzHo3A5K1YlHrbyU4OErHmridACqQGLo6x37lxe0Wg0QeStIlwvYU4xGaoKvv2HpEHGcve5pR0f58DRIk0+5wmCpuASSZe2M8+DnYaa7+n2mBjDHieApv35YBWhePW/vgtoFTY4ROLSM/HrMKN80Hs2UMoH2vkSZTmOO4ugK/YokMOjMMIp5pFQE5Ed6WvRB4YHWOoO81yZkv1c/TwW4FDMqDXvlOwo+kckfXTF8Do7Li0Q0I0mT8+ugJQQQz4pEYRiOCMh471KK8dAeRga/Z2JPEScgEVj7NAg6wdm2gm0rKKUgZY9kxXQQWcQuI0Xa+AlEeziJyCIxo8ItDwPv8sHkITHq8tiHrCH/oi2cSwCGUWVU4SJyrcD3ITDkxRQplad9FAalAfIc+5jJxmeh7eN8WtZwkCHACzVg8M+3xWdOLRyHcX//z/m+UZlq3TRBVufenO/8ti3zP+Ti5fBk/PZVXEBa+mKBQRYBbgDqZuS+XMyBL71Y9JwClNjHHQhHUuDVRrrSoLvhUDDpxYwoAksPbhZ9JKWDis6o59DbF1o4X8bvF7o0AYGzBGAYoEL6OYnA453DKWZ4Ze5sogjwoBENmtiq/SbxFFR3kNLC64kIeUtIYJBmS1Sh2IcBWm/ZLKPaevRysVvoskDoMHkrhV7Eq/XdCAgDR6zLA1vErNoZq3s1PGrsi8VmQsu4E9GS8hbvjTdtxWod4uRYu8cIKJPdj465FSbgT3/4EX/4xz+8fcg32i+KPLINFpa6uXGCKARw5vkFVyES+KqI8ua6GNQZ6QRAF+FAzYsBjcik8PrzsnDOo35cHMsbYllV48x14Y5r4u/VWPCVtlrs3zz3a5w/7v3ufd/r9+kdxvQsTIwYRAUQHsE3gjIvUYsE2G7PSCmhlyvkWk3xbBXQbiG+JeH1JaNJA+cNKpaPbpV/AKIE4oIrZ9yePiFfbiiXCzgXIOWBG2IGJIaDxgCuUAxF+40Es8zbgVD7HwJQTr4xF8ko/iWc5lHnvLw3hzpPm4L4eY5kXjuE+aBymNEBa1rd19bjAYsJy9qaXV3Y4iDIb4ZnGZKFxh3ZgepSCSbStXQMp7pAEEIPR/Tg4uU+Rx9+z2ZpBsZUhzmLEqQ7ILynTrV9x+v9Bf/4T4TWG+peUVtD74JaG7hklJzwm9/+BoAJzICLAU7b2D2J8BStYDwhJNtf4uInD4Yc1S4s+o/GkjFhoEPEUqMs+sOiZuJeANBaRWsPMAkSBCI7tD/82mbYQNIBrUgebQKf394FLAAlgbLVTiYd1HLoaRy0kzw3PsD8OBiurZFRhloDNHEN95UYEev9MHgSEhhZPwNE6NQBaVYtDs2zXezdZ8lRcRgYEwy6sBkRNIM8vdB+c8OhqoPqBog0ACRfr2nwBnh1Ngi58SghHBBKnupGM2orDEOBpGfzTaDkKbeDhgH3vRpIdIyHRyImKuvVPv5uPFnyTyM9HPj5MPFlmDGI/kFgiNgxIOWE+tjtbQSjyso01pnxr7mH1KoQ2R5XhmHSdR1rgAiINNYJOk9Q5WA3Bng93sbBHFUR5cwHvV/7q1MYGgCTzMN4dGTRR6n/f/t/+N/jP/y//5uPjNq/WuOIbsNkI0e9JPrvBw/yaxzzDSri1c7Iw1n6jGSykJWF563Mz+mXqPHGaQHFWED9pMwqMBBxDwbKuMx/U8Yw8gCeyh1GXrU+drHH3x94vd8NKPVWUK5X0O1q57cK1HMf1PrVmitLnlp9lvF1vcR+JJgyUnKGFDM6dZm4WiDz3luBCAV7ETn2PaQOIK8doRpNmh1DKg4tIsD+qKiiqGKYP2HqjNSuWOWClVrYeWG8Gcf6BJWn5bqolMaY8YirKDTE3UUEHDBXk8QYWSIMHCM5PeeA2uD3NBBaS2VrfmKSxV+nU8yKe0VUUjO24Jhuxz1MRLOTy+BOhdPpt3u+ZNkrkRKG5b6h6KaULXWMCYz/P3X/0mtJkqQJYp+Iqtk597pHRkZmVXU9pqubHKJ7NjMk/wxXBPfkkn+KqwEbBAcz3BHEDEGQBF8DkiDQXHQVOyuznpkZ4e73mKmKcCEPVbNzrodHZFa5t2V63HvPsYeaPuTxqcgnFYJJp/hly7KgLpYGJ+LAlVCKlLCDAkzi05oZ+t9A7lHYgDzSkEDoGVVpZdfJdefnt5tKACkKKI30OypWRZYjAjrsRN9Y4KJpW8D7B64/4WssolkA16HMbivEhmisVTtmc3te05MJ/NGDTtdkdP7BSbd50XsHaI4ht/HQ6Wnz6Axb6NiKsInskpDx8zkeJR76zCPnGlwOQwDqUG0Q2cAkqCx4rgy5Xmy9q2LbbmbHhhPjRScygi10TCLCCiqEZV3Abheta0X1KL91WVCXZZLp3hczSDP9J36PSrdRit7oGwOImoXw1EfAAIkKW1QzAPEIKC6M2g3srbWiNUXpRrhdiNC3HZvzQAGmKkphYO+2vmF4RBDUD+5Lu3e8471rNfSI8ojA/pRj9A1yHR/cu8k+mUEjyi52+4+nG539ORx1wv1h98zAZbeXUtdjAEXdKQDCvprxFFOx/Q6s+pTj08EjFzQhLGekFu4YHdXZ/YvnVJ3Rr+9/MkCUaL5keXr7bmQ0jUHIMOTooE951lmrxXthNvbiHee7PrrXg3iM2dEeHeFbTqezZ+Djow32IyMhwnALIGKKPCI3Y5RAEICB4srMdvwVnQjX5zeQ9QLtzRQfFNSbkU6KcTaIO338kwpttkNWSvUgBiOau1zfYFkvRorNDhSZtweq1YAsb3ymfeSbaaadjL6a5tcj0ORjc5+mX+bfw9snv1HqDrdGDilo8aywtMLCOFiu099k188Vag7HdF0QgM/nxb3CiHflA534aEJihTCf0tks2FLvhOfY/XHFr3Cy+QkwQkSikSsMr25FXiUJrgg/JR30n+AopaB341iLlSe9o4tgcS4FIsKbt29Qr8Bf/eJX4FpwfXrCT376Mzw/v8W7d+/xl//uL1CXBf/ZNz8dY+0/wlDMHRR3mMn7icnDfQ+yCIP4NO7jFSWgAUjEVLPdJwCg4rvkAoh0aLO0LhWBsqCTrYXWBG1/QW8bugpYBWvdPQ01wCoxcAUGdhg5vxFYFibUYjvzqmRky06IbJ2mhrM4eEhqyWYkASI1Cxm27R8zGH1HNW0qEXTvf9vZZytv3YCiDuQIIDsbIT+MPNWCUjoYu/FcMNCkoe8EbQSS4hVLyHdqTD4RRwSVpZMxLYiELQUZ1xIMNArDOTYaTA4GqL2k4Cd1knlYe31fz+THXO0RQFkWcJAWhnGtiq3vZsghwrQr0knietAXqeSzDG+MB+7lSMrIIU+i8qi4owIirE8rVl2x317wctshYuXH13W1UunOlbOuC6gy1OebkLuDhczjdEL2sw8P1cPOeynFCVIBVSujraKQ5oYMxW7bx02kCBvPvxF9ECvyhxl+/9QHV4ta0INNEKnsGHMnBIQAQ29PtoYAQYo+iGliV5vcM3/Qj5Mhm2Hgh3t73zpHV0a2EjlQxZgMjHHDIOwWnxeUIYjeXgH2Hdh26NYg+4Zt35xnqKJer6D1Yo6PhsEbBw2jq3dod1J3Ztvkcv2s/hmLWBpqXAuLtlvrAqxIudtaR0TQFSA3Q6zks5GZW+U0TwmWeFWGtG6lpPsAUoKTVhRozav8YEQITb0LxuPUNUzfLwAuZDau6D3QNK83ma4LHyTNB7/gkP03H4TMftQJ1IlnRPvj2WFWRPRTg0UglX3CFv15i6nGfNddAdnts6Xm0kXxyR8mlNBIHWcuVl48ZERxYvOwWVyflFIz/TEBN4womJjmi+fXdbGo+1o8Jc2Ji1WB1hqWyzrZ7g6WdCt3zmobO7mh5EDLsQaKEXSLqnOcEZgVhaqnpYdeJHwB2JEDNTYgEgWHZpt2llmhz2P9+XmK2eZFpuu1vXkfAOTcMpY+49GR6TMexdbBBXMhORcbffVdpjkcaa7DbaNciAYAFuObjHYAgArGY+lugc523QwITC14+DnBns1e1KMAUI6iDxaRwoVxuVzQbhuYGOt1xVfcTDWo4IMQfsvABzUOOiLz34Lbkana2PUGiIIXxnpZcV0vIBVcmfHVV29xvV5wuViqJuoVKG4v55jTcG+mIch+IaSNndF1vtaQ0eLZQe46eaSzUG5CRmRNrU6XUqrzmXUwGkg6lsuKWhi33tButwSPFAqVZpyMbheFvVFrRalHcvVMsUTM3eOcic/HIM9v/P3HcV4+mqS+VmhEHwU+ARyDY87g0WwajXcYbTvOtzl6Sad3swqhtkzdR8rnA6fl+4OOTwaPOnm1Alf0rCYoQQR1slSrPuDO5tyRPjHD9o0SggAmIxLHzgv55YbTTEZNvlMrbiCbHRWCiDMELqpgSO8j+OP8AMBKLJO4I+jaNAiSY+zNe5+MnVcc54MkxGSo0f33v7fjdO/U5pMTGLHDcMMd4SRaP6k7kaUQUC3SiAmovpO/vX+P2+2G3jpqveCrrwjPb57Qmyney+WSEQl1WfHmJz9Fa+ocSleAqyPCnrIGh+I42nfqQwWyHigwdkZntDYsHTmtgEfg26N+T2Aopd641z3fMbLR7OcehI3fPxBcIxzx/j/PFZ3aqOOfYCIMn9uJkNwYBMEeZ5+k9Hr86e837x4qkMSOxjsiXvVihBNb5ImkXxNKz9ACyvdOgOEL8NxUgd4bEM65m6ZMxtlS1wW0WLXA5fIW/+K/c/GIE+PcQqn46c//EH/0J3+G3hq2zfpYQChFwXVs+qcRlE6W7Vaz7/rHfB7kwMfxzOk29Vu9UDrakSIVPEe2g9enaJyxvAsXoNjuC4sBvVbR1ci7CYR1WXBdL9ibOKG3sSQuy4r18sYqIMJAE3VH0XbTG0A7lrr6boXJ3Ai3RlMHqIBLWb3qA9CbtbNnVJ7nixOgFekUUrHPC1vUmPEvAVHdxAzbgk6M7sTTTJbiQmTLoDgfgKIBwhBPV2OwRTeygR8KTFWEzNgiZvTeTd45qEXk8sk5j1TVwqu9LHN4XJ6AZEEcOA7xcpl29BQJDL9//x4dAKmibTt6+wCF4qc/+XpawxhyAUOnhcxLwvIDu3TIPm/TA6NXVXD79lvUUrFeLlgvFw99t3LK1+sVl3XB7dvvjGB4bzZ/aIRPFzeABYyuBaUCtS7GXbIAbXMDj8iIxzncZTNa1NOOehA1Z0TOHL93f6gTvIvqwRCMDvsCxM9Hj5tu0P0GoAGVQCtD2w6QpY73bbPISYZFESlg4S7kqQgFWRmhKqAb0B3grFNpsA7gw8s0AXhcR+QD6N67qJfEApKAey1AURyiiLQMGyLmZd6evcBFMbvCS2TbdV6zfWvotw23lxd8+5tf4yc/+QnefPMN6LK40Bbgtll1tusKvL+N+3ce94NXwywGrOzqherduQ0y1gEYOCdXOmgGHNWyHYx1RNcUdt6X6jK4I4oUWJQoAyqQrtgbEiQKE6MDeHUC+zGnnc2mCcGM8ArgqTDePl3x4uWsI7roDECFxRHfx3sou9kymYFBIzU7Caoj6kgVWH16iFrw147JzPHfCxsOB7Fn1KkdRLacSyGrPtYdMJreW7qZfasbFgJFU0VVsegMt29KqXYfAOhW3Qw8iinY61HaJb23fFnyKm3MlGCIVfZVp/oyGbJeLrg+XbAs1VPc7N/lcgGqRcdLLeBSU++FL7F5BJN0i0rrGWMGUNHhVGP09UhxsfkqmOytz3l4GyIdTVRyfdjX9vnRtNbcnPBPDrbMwJ3IIkSA7PtME9WI5LKN7jt+SbcXwoeL6OaPH5F1YrMyqoExRgWseE5wwBC8IIM3es52+eiTXH7o4br5/Ud0B9XiACs57k8o6wLuLQEPBqDM2F+smMjiqZRQI7fett3sverrgEZfCRSCFyvSshb03SNRSaDUsHI1Xq/rFZfLiqWWu3dJgzLGvpqtk1XOycCZS6kgkFVrUzIqAQi07z4C4aeP/jD7iDzqymxaccC+lgqptsG5iqXq7XVDZ+DpWrFeV3Db0RarjtubzZv+0lAJ6NpQi1EaLEvBelm8Mp+9/2GP5FOOHH/KeWBzthvxto45clrmn3hv74tJT72mOPTwLMIZPBrfv+bajg+1S45BzEsLHFEI+3j+AMAsjk8GjyzXfDgvQPj3IxzKMm9GaFQauXIkmHv1GdMCD+csdhkOM+EHCV4X1B7dMgvH+aBIdfD2Aji+QxyprHT8CwEaZJTuoNl5AGZkU+PDbN7QwEBGmQwj6tzWmITzRxGKPgxyM+hi5zqsiRdXhEinQyW8OkYpC5g1rZwQrtI78CRY1oYiikVfAL3ZY1dCUYtaip07ooIbVazPV3CtFkVEzieiZBYQw0KSezOhFehG69DuY81k708wyyOHPRwQjHsTQfttjM183tyPmh2OMECRCt6jtkDHMP4j6nj6PCS5TPfT0f4pdHI8f3qP2P3oYiRvEe10fNBoQ85HPj7/YfNo9AIBQbZtpVPj9wCExflbph0bisijAkgfhrffjpmywsXnPHpvB/BIWVHIU8BKARPjw8sNXBRPT8+4rKtlQ2wuq9RCO/dtc7JLM1hL4axAw2yVdJoogA0gRSXCovAdSMrICwApc4xLwT4XJZRTai/Bon+6uyE9DF4uvkYsWobYlLWBKL6ZVhjQxf1BI7oEBAuRF3HyCKFuqadbA9aquFyfQSrYXt6DtoZ6uYLKk5eMNjku0qFoYF5QF86NA5szI2rnclnRZcfebujNOZjMk/RUEHbOI4JKw2n2+98WdkysaI3GLnT20GzQEaQayKURRk0VXAoWKPbbe+z7BxR0MC3pADZVF5MEXor1LxjsGtDWijvqamnPlsJCHi25QKmg8OqiwgFU8iLTWtCwY+n+ea5TAYhxfboiyqhKF0iz6LBf/8OvUapVA6y1Zvg1MaNvzhs05ZWQ33KkxE7KGPNHg1wW6aJa6XjR7mlA5mh9++232LYdbd/TMSNSL18u1qZpx5HIQ8SLpzV0MYCt2IaECPDu3QdTI91Kqxsx/dzGKZJUNQEAJhpRSr7LzW7EdjIHNQzS2ZD6McbPP8URG2yzDZOpiW7Qiad2hVNFMAAubYqQ+zmlZNJxAEJ32hPtx7k7EuzWY4SRiIfQjDmW+oRrtmvoTWs3pBvSwF4BNGvIE/Dhhv3bd7h9+IDeGpgZf/RHfwpcF1t3u9tapTi5NoCXHbhcjXF524D9ZhUSu3jVxGiaWgryvkO141Jth1oFoKJG4lwqdL1C945+M7kjN5MBXc3RWbji+bJgZUpgeRPBtm1QdDQV9KaWdbcbC7R4mI/0Y7oZANxMHB4iiwqAlQ1He/HPGMAVwNsKXNfVZWOYkQK0DW/WBZtuiOJCbbpv9EOAN/nPpwQ5plcdWyyFsG2K24vda13sX6lmer3cxhAzAxcGVjcdI3qIALCDRhdYhFSAS0s8hwEmRVXgxUw6rFN7FcAqhhEuK6FWB21AkNZRueJyWZzbzkCeWq4H0Ji5elSBbXx1EWzSsawrSu8gMfl0ebqYPPVQJ1VBa5bCXmtBWQrevn2L9bK4jjeC6+fnJ9CygrigEUFrRamMQtZW1ILdKwQmX5/C7SkCdUHhYpF1tfpS8UgIgqf4Ar11tLbjcx/JfyLmwKvCZbjJZNuwslMC+CA+ki3TJGjCPgidlECaDJBFPVpy+JHG+2NgzAROOTyqalHS47sIEhhOuCpSbp6PDHgIG2xKqzubzexA+WQ1j4M+ssHh+mfuq/Blo+ocYO/VVVAIqKVCl8UA4VLQ94ZaCtq6oJZqwGizdLbezW66XC+AWvptFzEeRlWgmp1ayqAkCZ7Am3YsbBQOxmTJ6E1AVZ2mAAbsRCESNj9u9/kRm6Aq7OldmvP+1R5x3zHUDWC+BbER5jef/+I+hTiS/USMy1dvIT/5CnxZ8O7lBbftBbUwrpeCvkhytskeUfWMUhnLWnC5LFZRLobve0yCHwQs5fk2d/qd32M2U5xnAPZoip0x3ec1n/J720CHzf4Bicy20DgXwCBSd/squG9fn9GfdnwyeBTpCMAIB7X54ZELnnYjYqHkKNPgzIbPuc/Vdx6nTjDjyk8McpYAPMZl1hp3iuegZUotrogQbw1ppXBE+thx6oWSo0sTOKK4qws/D5/jics0BF+2wfvm9bH5yJdhxN0BZaeOO4SfT78HGGJw9jj/TABHo63KcMvIJ1Zs+qlmudSouWQEbxbtYEaXC013pihCMrmYAZw7+jQedlg8uaRGu4iOEUbxPU394fcIcr/5nazBE/hz6MfTfe+Al5jYj0AcjPcYNzga+OqdV4pZcIVHjjDGIr/rA5reL411P0QAIc8Y8ftFNFMa91OL9oZI4MqZ5sZpgVVdgBrhOTTSjQASMxXJHX44Ut1dClq5cltLrXeoh4x/7qP3KJMrCBJvxTy/BMtS0XTH+/fvs+w6UJyMmTyc2cEyd4ytxLgLE+9MSzOyNK8miibdHBcmULmicnEya0vlDKkQ0S6x22Apby7UmcGwqAyTo4KiAqbqTrsRBCo6SLtXzzMw1ZYWmSJGh3QzJJTYK9eYco4ceYKitQ0gAfECBkH6glo1wUAL7xfUtUJkh8qauxYolg5ZtEBJ0aX5+bD1WBkQct5c70OxEHb1KCAA2Q8DzLdvBAb2jIilEb1lXEzulnnkKzGP1EBV1PUJVBbH4ysanAAaW45jpB4mHxjFrqXzUXGkr0X7jEybPAok159HFjKQlXS6WpIcO+htBnVPP93mQwD1sDDz4kY5Wd937TBQcbV3TwJWb7BMay7khkdgqsDAGu3oamKQAFyWipfbhtuH73B7uUG6oNSCy3XFfrthb82Af2ezZTJiytgQSLHHBcpLGu7ASMEIIzoMfFMrlOnHRhBKqIsZx9JtHYVhLu44aJImq9uADvy5DaAzcDQZUl+AKHp8ONobGyRp25CtEauAGRsXsLkXfENcYpEjo05dN49DMfJg5mjHk54TQTInx2fx78x5xLC0M8D1zxSqUthKbVUylCEqJYoCe8OH3/wWH96/B6mVnb9cL4dUgkO7YulHGyIt0tc2AGjrxu3meWK1Li4HxJwFNfu0ejtUKz70lzF3vJ+XteKyrSDpQO/ofTWwswt6kxE1TK4PivWtiqUkV4WJHl9vuc8W689fh6bXSmoSDMCnxHD0blxiHiEb9lR0VZph0/3i8/k5YS6RN7nM55AFlWH1vUS14WKfKgWYYmeGiCmp75CgmL++VV6DTaUAjiKrbNsNi1S/R5nMpernBY+QxU049wlbBMHMbSouS2x6WNwVl7ANXa5drpb+UorpOIaTb3ds2w3ruqAURYUAlVDXinVhaFVoZfTK2F2GvnnzZEAlV3OySkUtizEPQLFyBa2E1iJFztvCNTmOChvQ2bsBSmWxlGTjTTYAq/UvAzwCgEy/pyjpDQCC5s6x7X/aJg3UnOK9acrs82Hi5ChLUhpRRKwDoSeIxuwe4ig2NcW598a9D27QqQFEAJWCpTCKBM9LrAPKCyQDIYYTGVFL5GDj8TmTdxnP1PzP9N7qrtfkz0Z1KwxaiNYcPGNGXQww7VzQn5tFEMEA69479mYl7JdKoOLpaf5eQajPsSlGbLYELFK7N0FvHRsq9n2D6AVENVMr3UgawBEh/YYLE7qWQ1Hq6EeqBb01fC8rY9rflPcNc4aZoJ7KudYF2sWAZOloqpDebIPA6QgstXhFJQa64KY7LusFb96+wZu3b/D81Rtc3j6jXIzHt6wrOO3tuS3zcYZ1ZtdOEZyfQFjx58k3rj+4nu46WkrsiLgbQTZOb8HjVoQjwfWnH8e1M7cxKuIdgmVyYo4/M4vkBx6fDh51GQ7E9KBc7KpWxcEXUC5IADNwEWrDv3DH9h5AQp4BHEYmvlcc73E6NAZ/Qp3P39PpPYCJs+QkJGYOC5CT84Z2plO/6PHaw0NovvGDGTe1cNxPvY80P04hnCBXiDc35vN+cUG85Fnieg9yXD21z3coU9xzEAHWRNdjqBQBOvhOS7DdW8Jv9tNYjQH63Emn8Xf+oFO/xRd0uDy5f+Z3nw1tBc5zaXwxDPrR535+3O+wCOdzgYmF/Niu6aaKyfgfGnX+cWzL/NH5vc+nH3wJ9abT5GRoRgDOXTvNkHzPCI0NvqNw3uwsMyOPRLmf92AGOiu8kqcf7jq4T8ILoWgxcjgVMEVk0QB1YqeMeVRqiYjKdOzIo5BmP27KvWY20FCkYxdLTSkEKKtj0WPCqgoW3qBeATGsdWYGVysbr1mKqjuoYmkiKtXSbWGpu/D1GOTR4ukWZpQzhDuwb4A09F1BLM71HKkagnAjyOcy12KRI6rgPiYtAR6yDOz7jqiQFMpaSa3K/OR26GSQRggziN0AGZ1JHOTVvpNDlKHn5mgXi8wKWRFONgASqwIGj8EyhWyLUqiat0eMpu4X1nkLYcjPIZdiLZzcNXKHPs7zanzh/NAsj33zo3c5hPubo0GgdTWOq/hKY20phJ2MMkRZj93zBVCgdSN7D+O/Lhf0blVVdj+3+8bOe9e7hZBlqVUtde1yveJNrQn6GNilxk9TTdYH14wmeDYts8m0Sj3p788Uu7wKgUXoDVBxVFxJO0AA1T1Ft9H8hMCiTDNQlz9dLFrvf/lf/Bv89d/+9Vk0fPZjVMoBwo6QLg5G+BxhHnoO/tMEzVF3ljKAw5AXB5VO49pZT8y6K3UZMAgjFZg2B7MtqTp0AEiKEVG7LAAJsHfo3qC3Dfvthu1mZabrUrFeL6jXa+Q9ThssmNaVjvcsTgtAsDQ6EYAbsCtIuu+S13SSGJbyS75WrXiCR6B6SjbBUj4u6wo8K4AG3Xe03TY/Ggw0N5tRDs4jM2FZqq2z1j0KdYAr0AEOzbURQ5pGClhE6kSKGsFkLmkQ8VOOS3di4lmtz1p/NvVDBJapXTG8dh2BK+MCAXulI7hOPNipNP4O0RogFDAAISYb9rimTFNU1ALH4l3vpvAUiGJRjzregYcsiNR6QR/+REwXtTTnOHdZFtRaLJqHmtn1HDK3Q7SickS2MpZ1QY3oGm8gsc87J6O3qqfTxkQskalqVmw4zKAoIfhW7d4RdRL6VUTQessoqM99RDuHPzlFPmYUBQ9gggl7pMAgxETIibC3jsbomZOOKT6d7FP/zP4cdpbJ+Vec6od2fIg6HxsPIDhs6sc5PlbR1gC9wp+FzvfKlxlqb1ovef34K3oHonPWDTk3V/dUIgN7YjNkvVzAIPR9MyIYzwwohXF9uqA58C+KrEIWetOqJBLAyL1sEZPNvewWxdSNeiajezGl1012f7xCaPWhBqaNGiiaZ+FMcCDEM3FyDMiDCvawLSnnkzqQXJzIm0VA0tFVfDNUsRZGc7m+1AULV5BYoY3r5Yrn5yc8PT9hvV6c7wigErb8PO73AA9O8+L+sPk3+PzHoMffr18739f7cdLV4TIeHbBxRFRgDofPz2PW1JBNdo7mrWLuzlX10g7T+7b9mOPT09ZUEVXNUvAqxmLD1IZQYJO9cvB/5/t6888AEih2LD8+QOfjMEGgzkM8M+mfzveIAxU5ts8Fm0bb8iVcbJ7bi9ML59tNf9+9yGwaxN90+l79+eK2oo0DWfmkeabk/RNACiNwvv0rHUanv+06BTyklEPOi6TynG+n6sqWwlpwLpPZenBHyw4+Pev0/Ls14osAj7+HtykWfH4eRvFBAZ06ZDLuj32AYWzfLfDjws0/5nSS6T4J/MVzHgiM7zvo0E84hAPfj62mMxri/v5+ow1hCMyvHkCJKtAxhE/s9uvDu36OQ9JQtW5XX6IW9dGhMSU91cbWvaUIFQQ8GoAyZdQMjTBnf1IYhwmwsVeYckEdBqd2goilARmftDnPFOvZw95J3wMUVQLhzhFl+PgYDo/SsMbDgBdGBwM0yq0TFbR9A8EAlsoFy1o9Te3FOSKsuhA8Dc7Ckpun3TGC2JqJIexyVGNHy9YxRQpd1F0O2RgRTQzjagojmXDkJKIhQxJv4FFdx+ai+tjGzhhBeUl5nHoIkUYXY+IOKAjw0GZi3wUiMh4j2E6r+Hm588jOcxHGE0U64vzvbu/f7pHVSAIMsH4htf39iKidjYi61BEN4msrIjmkdXQSaIOlSnTjvlovZhjG36oK4oIuBECcuyJS+hRChN42LE6QXatH/kjH7eVm4d7LmqTsvZuhaSnIY5WFvJiw1KH7yTZqDjLBrw1Q9mygZgEAj06y9AW57ycN2X40hEQk//2f/q//F7x7/+5VCfG5Do2o7Nho8fYqutc5D91gc91EvM+vWBywP410zUNZwl452x8ZPTDrn7FOhrM32QxMA5SKv2Oaz1FuIPssiLQdDFJRyG3D9u499ma758v1YiSoS7XU9cLItPoyPSvaGPecnPrgCyMAyQcV5Nkw+SNqkRy5FtK7j0g2m6iFDexSVfTdIkOGLI+ujjmlDroqAEapxT8/dRMcGpdBLh2ikDBAo8BpKjwyiOBFBmAAF6zPA/LeW7e06umeY/aPiKQYIvZ71inaPyVVOP7VAWmfUkEzmdPnZI/EMs0h8nevnmno/PqHKROMBNNsQZqDhMQKVX1d6HjYzOkhIrZpgQmgmTtgno7+fsIy6CBdq6mPYUQTl2Ipa5FeaxsSBbQUsIPkoIhotXR30y02xr13T4QIB/LopIJK2sCx0W6nDjmV9tMXYDmpqm1gwKLLI43ZKl1xAjxjM5E8aoJybsD9BMOA5oieHIXpif5Z+Bx+k5lDyACH+3amn+nrNTaXVEN7nyfIAMDi7xjLETUb9wfgGTRArHs7r5SQm3H3+K+1ZbatZzc4XUHEGjJdKr276hwFWKIza62AKFrb0X3DSVUtmooYvSvYrVWLmx8vYFXVfM2zbbgJGZ1IqtzYBPCNo3jH2PBKsCic9Vn/wPmhxM9SA7kJJsuCY6prUMO43+32kHgYtGUEeIaKkgfDdpRSQdIswtgB/+tlARegidn3pVRL6RMAYDw/XfB0veByMQA55mgtwTU7z4UxdvOcHGDMa+tRfQPs/pwzxnG4Sh9/nrbi+SnTiZEuOJk8iIilEDfsSHxu+D1o/mRqGd0xpgglGuP/Y48fBB7l4gkNifGSmduP4xI++MtTh1qbTcik3tLAvuN+dv6B/MnPPeT8nTzeeTooFNVzZuUw+GOHwBBwU8npMOhYPFlhAMH58FqImR7bEi+bSvLBJafLjyXGxj1yRzfuMwMk2fc5MEhDbx6AWaLNDbqfyeP3UByl+BiN+h/Hy9w6oMlS6HBDNOKaaZwbu/Ov9smjLx6M36PzcgIoXpUJh9vp6e/vOU7A0OjXyciJxFJMc+kHPeTRc8/P1/S859KkRBjC7m6e6unnfPuYQ/GtPyeXwgiXjfn440XP7+8Io2NglAqQZPUQUkEnBVePDCKAqYA9xVLElJ/0Dl7KcTq4QlL/I3YaQzFa2l8ZStj/sRphpLUrDB3xVDIvU6+KvX3ApT67QB/OTAj6EeVtO+pBHGP+no+Vyyl7BqF3xaUUlMqoS8GyVGDfzXHqzQxGciODAaEORYcoJ3AWBnumjpyXqti7X66L8/dYxTNALTIgOSF87RcGNFL8zKNgLm6EdDdCQh2N9UUQb0/sBi8OpAfJKqDKwyEKsJRi+ZscZDREh3IpRjZO7M4g5ZpiB4/YjWSl8Z1FNE1zfiqZYxFOJ7kwHVzZC1KRG6k2wSicasC3FMWdSKDtO26to3nouqjm7m9vDaXUBKtEgf3lA5ZlwXpZwGVFkK5DBfu+YSFME8rGvzwzVAX7vtt8JefW8r7MijkwTZ3OT/JSUK4RJ5iyV/MU2HDwYjd/1m507q8QYVxG+rbLsXRi0lAfADZ9CaWLXjmyiqUZIFARtC4AdahYKSxpliYac93WC2x+RYdF/6bOJBxSsyX0bOj0CYgBwmL03zF0Y6opHnorrotqbkmK422obgO0Bt0bZLth//CCDy8vYGZ89fVPwM9PNr7dUYd1Gc8/H0SwFNDiORgKgHHgciwFFJF7PThSBK01bNuGfdscGJdME0+QAmrpyaViWQQ33r3sfWyI4OAraRf0ZgAJEVArJVm2qjeTLT3FmqMWTWQi0QIcbbix+SuG9VMJqJWxLNUiCZ17rJBtMpAC+26scQEezWlo4TQmQ+ds7tHYu7KhTRgSFnEQ+hHDRpim05Br0z35gG1nxbS9j+nHbPOG3SF5lASR0zemn89JgUdL+RUiBgRqE3SPDi6loi6eSp7yeKQIZ0dQUCvg6MArXK5VFLYNI/IOK7WgrqsV1XB+RyoeQU+jQppIB/WpgwHnh/FopW5vTgGoAmkjSVB7TD7El2A4me8W4H2Oir+zjdQ8J84FEYevNU26+e/zkXJr2KCDDNhnqc+Fg8+XqV8xj2Yb1+e5gzMxT+d2DLAJCdppvE/YDK5nIosGOuY9h36b+w4e1SHiNsJsC092WfRT2IWlWDXWArB65CS5zbW4/nxh5/sb0aAG3FgVSCaPWhYbt64wUL1049zigupcjLsYZUOtPudFoTwyBiICa4C3cF1k0sNmhXeWCALSjdece8Uq2EnKHZ18WS1s+H8Qs7FX1RWAiFG5Qgobb5kyaiEspeBKV2zdIkSZPIVebTPgzfMTnp4uWNYFYPYxsQ3TFk2cGniUB/72s3o8HXGez5hpnszz4PWlfJhrLpDinsfpNEHJapxo5GNDeb37XqJpD9vcnQj7h3l0es9of8gk5LyPKM0fc3wyeDQco9FZI4yNcsc8qhLMbxBKfH7DEUwYQ+N/p0Q47nqmtFDFa686FvhpRjwYXT0N+1EIqhsT/ryYNOTGPmC7HDzPRkxaEUhCyvkQnTTr1Kh5lF2IveaE5DFbAhkeq6eJEIPli5+O73c44rt22lICRpnmfKZmqko+B5gMVgCYY6gZWRXm8LzTbP/oMUIm4x3SQLjzbD/10LzX/TFJn3ingzePQS+RrxLvQ4dbDLzmxy3Sh0dEHYl4+lg80ts4KeiPHabbCMAIGx9RUhFlJNNzxv2GQ/d5j7ow2ta82lPsjLEZ5wBoJVR30BUCLitqWQy8mBBWTTDGnGY+8VvFryJTVZKIdom//WdyOLA58MSD/CI4HwCAuWDrNx8HBmuBNosyYQ+zP8oCBkjApYIV5qlw7JTvfs+KUisuTytqIcjLB7x/950XLySUZUFdLyjrmhXWmqpx0lP3KC2GoFskkB8pmrwZACUglmkNYNthZTuJ62LSXsSrn3mETqnGr6PqnLuWcja2KMLAFhCNfX0uFyh6gmh+Mkg5d7+SB80BNeszk5HMxbl9GB1kodIut6L6pFJFT6PBdqFLtWQTwQicMGPX1k6EFAdv8CyPrCobG4hFVsFPekfrAuqSvHLSxXcbBVXZUrKa80WJIogtrUpcHaSzdQEXS8lcL1cD4ZwLRnuHth2FK1rf0tjIKEY1MuvWrOElRemI4Kw00rltB6y7kW3OfeV6lAUKbNJ9h5RzE4OyYok9N0MFfG6pOEUvwXdCYy1aIoxxSHslpW7tYyrg9WQrfEHHkJmaDqWK1cgJGR0RMkyeihAoQC0AL55SMzmcIZd0kvPRAXPk6yG6d8qztYlx1EfphU82lJVPBJqlEVp7XP/dbkBvaC/fYb99wN52GFnxFeX5GXh6GtXUtFuukxmCQ4eqt0thnwXvUO9Aa/b3DF4lmOvJrl2w3274cLuh780J+SXnTcrZqYvCROrdeOBy87MwqhS0wqDu87xbI/ve0Jpgb3aPpQLLWsB1QREB3xr2XUZBWw81ypL23r0VwKUwnq4XLJcF2/sXvPTuqS2aVcw6Bkn2FEcG8u9rtS7NoLDJ1Cz+ki71QPD0vabGj0IGhlnFUCOg3U4ekM3TMXUIhv0FV8m+K148PU27F91ju6BC0+xjN4dieLlOs4umORsPUdOt0nYDy9lkXL0UIxd321tUsEsDOqxiWi1QslRQqEUoaG8O8oVf4f2TqZP2YSmM1fUhM2fKS6HoPev5rgq0DqkRkePRTNVIvDt8g8mBo1zbme4eER5GSv0lHMUpCaAWycCLpxP3htu2AVAsdQFVB7mntJnYaEygDlNUXvQ5CKQRGTF8KfvpUVgBwni0L8+TGUBrffz5PUJeESa4psw1oGnSDw5YgjA4WzG4tZrzhRrnJR1lpL9sRopO7SkcNjRy/CPgQhXoELBSpoHrbrKNfM5QjQ1BQV3qmF/Oc7TdNgAVRB2lmI0jAEi6VedVBXWxiqqlWOQYESoZp1AtJVOYEi3PykjHyD84gGYYp9m4w+QRt6UcdJr6X6ZrifkIthAhqiHa324BlwLpDCli3HKFLC3VQySvdcWb9QLjWrTiMwpFffce1+vFUvCXxbAt1wulEEZB9/tItkfHOSBkgIlAAC0P3Td3rR8eB9V8mkvTSepR/TFvmEe7A8xTNaL0KChg1Zn1MG6HlePt73J8Zvp30fYeEZE/PI3208Ej5yng2P3S0ReJqsY5gfKqZi45AkUT37v1xTf6/ajB7iJ7NJzlERpJILC4mHKFMPgTQgmqGRtqSO+cQ40Ily90jEqKZ0Ub/X1ANCQkn2bM7KzL98xWzf8MAXQSRodwcSaw8ARUuLCNZEwat7szJg/HbCE8mCx0muDxu2CwIhLBYPPzxfMHYXVEaHuZPsMgCfjYcRp/ffAZECDkaa8rrJ90kE7W0fk5qfUwWUwnY/xw87MgoGkcpuvvYG09WXx4ZZxeOc7nuiPSk2DWdkPnNZWoNZDK4wzKjlc+rj+R2CFXqDuM8S7zOv/ch3R3RMnSFogY61oALbi9vMDsTAOQajXQyARmc7LigkJkZHwAmigK7VAU333SJJ7b9QPgsody7tkRURkovtO9uOzICT9JGTdCqNiuZUwXUwCWwy4i2G97Egxb+fliRkfvJr9gOzXaGbdNsFyMjFlVIC87mnZstxdIa1jYCAkhO1Q8WggWwSTu7JeyQOAlWmNex4zytDmGR63UAtm7pQ2QWBUitUiVwuxElw7aMQAunt5hfEmWOsIoXCEMcFkQ+bZh/BlJtXkdygQqFUTlUPElDqaoBOPXDavTozww9Bebp0ceHRa5+epV+ixLxuUsWXSayYKKzmTrzMFBMKDbe3B9Ooxt/G5zw515d+Z6twgx7VvOG4nKZNLB3arCXa/XMf4w/feybVjWBapA8UgqqguWch1O+j7Sz6AdrbckuGcqTtlkfc2loKgRvBcGRolea3txZuCmhKaUxobt5vvONQ8j5na7DUMVYQC5qJ24Prh0gHoaZ6JWjYZQPIWR/Bo3GbN8SRhNbld8CULoIwcReXTUvfFITFh4AVBdhrmeXRbztoNUBjQA04gSOjKVI6uo3dkm3m+R6hYbWzyt7RyXMJz6FGnkZmKklokCtxt033F7/x7EwJuvvkJ9fh6hKYC1/Wm1+3EZlWpTnjhYNHNohY4UAbRNhEL2bIuINJ1kkZu7zXPPKRM1DiwjNT4CZIZdxWaggEtBBZwXSSBMtgYBdDG2IumKbW8WdQTgsgDPby64Pl9Q6oKXveMdfYBiw94McBIdzSZ41TUAT2vF89OKdV1BZJxlNwWiVxhWyawi9AAOKSoL2VCsC4NfBi8SwQBtnuzKQ8ZO74kVFgaWwrgsFvW58Ia+D5NJxKZZm+x7VYuWqtV50l46vK4tLtNjpCvWmtRB1g6yoV8vQHAIAsOUjMMcZYLAoxTVXogXwmVZcblewUzo2rH3Bu7WlufnZ1Al1Faw706u61Ugm+4Aq0UXLSvqZUFZbOOIElRwp7YuoMqZWXD2RVQU4rsGQ1+Y3Ctk3IRNJ+DE1ybfGcp0vz4/01FKmWQKhj9GFjUNIOW6uMPKMDAji6j4hkaA/KUO8mUAIxo4AB0H00UFTRVVdZgZoEONHwBWxRma83mO7p75d2ZH2l8BmMYpKAji/PBf5428EQwBX0ZObRBAyLxJ6/frPTaxJmc/bz4+j5tGZT6uXpzDoymZyCqQdcFSKy6XC5gItW54953g5cMLiCwW0YixASVCEQAwLjYSS19j9agp15+xOZURRjr6ca4WftBOsU6ddzJoEHyU3JYj1y0zQOg9fAJbKIAoT6eHAMrsGdhGKSDN2hTVXS0y0DcauZggcf1Y1yvKZYWuK8SjxQuZPby/J+gavvt5DBxAuVfFp1ef9caU7vVIhx9kxTjnPB/n5x5tFk0ux/mzAbzZM4xmQaA9shlmm+JYhe2118vvJ/7N//v/4f+GX//dr1+54vXjR0Qe0V3jYnFGviwl+j4Wtp2Y/4k3gZ4G9vDdqQdGmPEQ4jhNChqXHxE2lUPnAoCGsdYHJ4FOgzZkfCw0ZFjeIfLIHn7X/nznGdAJtqq5oQcA6dRHcd2Uexthf4kYhyCdk/IjfjeMwdGYaZJOgjLaWaddQZ2uVR3ng3CIJBpe72ijeiNmbTDfIp2xj6zi+bpH54WgghGoDfRUR/ujfXMXzO8nrzy/RD+cJ+FxgVvkiY/hGXibHLC7e/wY++F+QaQCBI5CLIRP8kA4hMEPBKf5IfdglyHcclQEFHtxX87R+g4+zDszTgoxllJBV8uVBll6GqXy9IgTj5YMA8F2UBhUzXkKuTLniRtA7NW3XLkW1ORJCGVhqT5ThIUeZRABibvOmahh5sCNssCO7QVtV7Y5h4WUClkZKr+FifSGtneIbpC2Ybt9gOw3PD8/5wPUCTxBHV1uELZS6EKCggVMVrWiO6mryWp7N4GiiilrFLJdf+1QMnm+8jAAVG82+7T6bm70g714EiDDIw/SQAhydyc3dWUpbsRQceNrPiqnoWQPKEaOLs25jBzwi1RaTyoZc8ENJJ6BQYISG3BFVjkyjU+MdcBffQW8uyWgT8rGndIFi++mtW0b/Cyt52haG2Jzxj4sixFWUzE+jpDxqg11WdCbCVOFrVEWweV6BbYNKoK9GRcMQVEnPWUiXaBawIgqg/CovZgeNsbSHWxgOPcDH1QGDk6Bfy56AI4kq94MPpn4Xpx81dIpZYBD7OAf2/rhoohEHZN3luZlItZ27j5mDH7O45jOipMucplVY3G7QBdYBDB7FE542muQ2jywITD9LkDwFeaAdUGmwUHHPdk3oTIna2oHkaebOSApYlFI+w7ZO7p0PD0/g58uoDfPwNPVznm5mVMaEcex7FUsNIfd4RKPKhIyZKTH31M0Evsqi7kRfBatWQSKRxAJTKeqAH1v2LeG7pFxaSNN41LYUsdKMS4RaHfCfUZl23xgBvou2DaLTrpU4Pl5wdu3z1ifrlAAL/sH3G4bVG2odjWpEilnq/97sxCeLkZA33rH7eUF726CHbnEUn1F5BFwBKEiY7DWgnpV9KbZXQEyhY0l3Z280twhU2izKWE6zqoeluUKaeKOsFiEVbRFh2nD6hGS/ln1512cAwkKSDPxvSwW3UQuZkuxviYQmlfepLv3sijb0m1Tqu0NRayynjmQVo1SFZbaQmw5gMXur1LQ2TiJqACsBHJndL2seH6+esTtirIuUI8mtSqX1hpLY7f0SYOrkeBfrFcqUaVzspcA089isjPSSgQKldCdk/9y8kM+6xG+w+R0Ejn/DmKTEJbuhMGxEk55CKFIybrdNotWctueIhK8VBAJOnaL+pt1xyv2cPia3R/FLj/Dv7QCPgGafsqrzsb/K+fEea8auJMP9COPfGcP/EEAUx6FHFGR223Hy8sNrTkPoFe1JTYgoRbr15nCJagNrH8F0jc0Uqi8QZduoneuagi3B0ZTBphmhERD1YSPQ2SR9F56MsxbS/O3VaNktA5nMDCBWVYwGOpVjS0qicBUjV6iRnqnBR9QpJs6b14THbyghOQYS/tuAgTnZ2fkXMwlRPTd68V/EmR8xQ/N9E86fhYPyjmF0Y+z6p4jZAMEvXNZnccqNnlGlgge+qjDrvzH89Q+GTwyPoTRKfEziGWJRj7yTAj3cECyY6PDKc8NlnE+LeBwWXkGbO767B7BIyY034EK8tuBunpIb94/BvdBk+G22NTWBJBiQeTXP1QxzG7I+ZjuGw7++d+xE47Xxf3DQkmHa/ICAuQgMksghNtkex6M29kI9nBNAI9T2T76uj9wYj9c3AQLgZTxnoeGx2mn/jjf92zUz/1+tzinFIAEjs5tBcb2nwvdA3D3Ox6qyYNy95UDYslNFGsRSADpcIQwGzL38Box7Snfc0Q0/eCp/o9w9N6TEwfwqSsCZQIvw3FgYiy1gLkC6iWS60iVKswZNBj8LwCyXyxH2D+ig8TIIyIiIxA1DCSrINMttSJK3mDzdhW/J8NKwjOghI6eVe3Ya65bm8Q4FhTZdgPwC7a+Q7hDi+0IaSHIslrkza5WaaZYeD45e2sCbwVu7CGNSiLNrFCejEXxCBnxnHV2cEZER8rUJC8BSmBtiAmPpiEyI4QYROGWaJ4TBkOkV84VrIaO5uTUQFZoIUsDzNGx62OEYtmnUUAKUuv7KKQAB4wS1GIGdUU43wrXAx92c7RbszSX7kagAjsbaLnftkxnXC4ramW0lxczthfbspe9YX/3DutlRfd+7vuOLKfLxXiWeWx4BNBz+/CSr6lahiNDQOEKrZKGNuWL0zSvfE37HCAfhZjnXAhLYajyELOT7jIjSHysDYDKMHgJ3T4LjCGviQRJIu+xF70Zp03aGoSsWiQq6dB8wZRHuN1uXl2nweIqKkopEO3mIFerrAgA8OiwvpvxyEs1ALv6/IsoHdh6OW5+UEbTGdDiSU8BEGX0kto5vQNhnKu63se4pwqw3TySiC1iYN/RPrxgv92gatwL68++Aj0/WUiMiKWztTb0pqfS4nKd2uYDFmlx0cbbBnQj74d2x77U3zVIdiLtyFJ7e7dIozCiu3bs0tFlzJvQ52EuMUe0HQB052qbjHjA00st4Yz3ZtE0BbheVlyuF9RlwbY3vNxe8N2L4rpYt0WqWrxlAXAh4OK8I6rA7bbhu5eG936ew3NZhW3DIJ5mDB8zZaoS1qVCWLDv/UBSDe/iSJ9VAdbKAAt2Mfu4d5MXvBCWuqBzR5MOauacSjdy8DT1fKioj7UbUVIGFHmmYTegjBmoSwEX42ax1NoKVUHfBUaKH7rG03ELoy4V6umZTARqkjvs8ZYjItWe09oOqGLvO7qDyoBtXFSPGjGnNrqHPCq4esrbYingxElC692Yy4FIM8Im0f1JF3YEIERpCo4NPWQ1rbx32mWf97CKl2PDjFQhxJY+G444kAagAkmqnc7ypDeY2OwL33xJfM0XXmzSRJU9Vo+iASOzeE8+xwCXPkHIT37F0Ov3oD3Np/p1mcNQqlkJsy05AWuTyvyE5gTPn0GRcxrqOHzjkZFRw9IEWykotWBZrLIq5RwbGQDRzuu6uLh1vkQ1yoVaK2h9Y/QH1d5LuKA8PaEsBXVZnJczZB8OvkwX8SjzAJBGapUKQJG/7/1THIiNKP3w4Xu8d/oXJ36oSUexWoGCWqsXswFAxTh3SwBIbLKh2mdhixlIaZyN7SgV78dGY6romA8Ua9vWcnREa/2jIEz4Tq+BSwMMGutiXOtz6xRIP4sHouhPj+JX/Wh7Uv4oQCUE3wN5MxbJjzo+GTzKhr3iwFNKimn9H4Sk5mKGxu68GwbBhYDh7CqVuwWaf0/I3b3TPqIkBtA8O9HDIZwdPDoJlwdv7u95+iRvGQLODB3pPXdSuVhYLIobYUHkewB/9PDjABadPaUQppGzLNMkiDzddLB03C+OMCTje9YBIMWu38PJ5v/J1MVTm5OnJDt49Mn8Tgrc9XLcewYNc+r42M1NOjn2w7J6dOjxXik54P01PZPmc6a+x3T9YaxoTISz8JiBut+XrXDo87G25lDqcapOl0QkxytCh8LQwaGtQ+j5XIOOXPE7Z/DzHK3t4GVB9WgUdefSKrPPwnoGcgAmi3gpxfLQxR2bUiwlK8OtuyanTy4zYBhIaWbRNCLTBRqKP0ikw6keKRtGzjkAAgJBp4jy8QaWK9/h0RdQqO4gvZlTKrbnrWy10VQJHuOMGwmu1ydX8BYVSAonEmcjpS1OGuopYOTVz4wvyfe31dLT+j4ctKjuxcWJy+FrTIufY6ZTiiaNGel959xLtv4tCsxkq0cvECCFoe7sHkANvwbU76S0QgGqCPNwKvuAsXZ9BSnn/Cc/97gL6b97inSMsYhge3mPy5sn9L2hN0sl7V6BsnfboKjLxZwpj24ohUCXi/FwAJ5C0FEKoUuHOqE7KFJEKYE0lXCmABJLKdg2j6QKIu1Y0DQqC8URwHKXo5E19gbGu4cIDx0fBrHKWA/wawDOKGQj82wWPRHGjDsQ3sk23ApoGFgKm9cCtN6xO/cGQKhBmxMGFxlw/L/+3/yX2LYbvsRDglNAjBBbdDhmOYdnva6xH8PDPjiQX0/6FBj6L74vnKkQKX8CSRCaonpg8mffgE5AXbzBHu0U4FIXaNvRbi/YPnzA9rKBoHh++xb89g34ujq4RTZ/M3pssi+6GqDUJ8bpsB/mdxeTbfNyCy4UgIBGLi8thY0Lo9aK7gTyvXe0vWeVIva1SlMkSWkdy7KAuuCli6WGlAqpAO02LqUUm48OwhkQApSVsVxCV3Ts+4a278krHk2OVRbpZmsl1MoZ5fTutuM3DvpFcm0ARAsMfPKey38EE+ORfqMuaxeYM66qKL5b35ul20X2H5NVxVSx9Lvege0mIOzQRSDFZZSIZUyuDC6KtttKCxUa71gL8AYj0qk5BR0RUBZk5mUt7LxsFuHTRVGZQbWgFBs/gjnL+77j+rS6vjZQiRcGFUDJgEIqJntKLZZG2xu6dOPck56lyI0vcPAO9q7YNysIsXIHi2S6L5eSqUnsejFFWppaxw3n+M6gcnWZpWPMPMvB5GgdNq0OAPNLSLU92BXqPDcmwg0w8M/NvB2CPoCBSMOJKFDLcJ2LXviPOJdGPzJZXC+HLJwn+3QUMu4/I3oGQGqVbB08Kb5jZHrLtX/8ncM1WwTT73NxIh+bWiabjiLad4x5vNandbDbEKOXH56mII94JKhUr1K5YO0GWtRa3XU0fkIJvhtgpKsRIN2UAcOrL9aCUgyYBVmF3boU8LqAQE5OD0Rl3dgMAxF6a7aIJxvoLI9Cl8ybi0KUBOMRZUSepma+g9u/AMh5j6gwWJxvC74uq2+ywOYNe+QRO4ikJCAuGTXoQ4tIJX1UdwqY7ZX7zKbj9580vOPBYZO8er3bTqdG6YPfiCl9rPxMwwyg6XHf41d+BKTOtM/fQQ79gGpr98+5R8D08FKPEXY1p8UX+HC6j3bE3fPhc0Ef/E3TSYdfzh1Dx99+BOqW3A4SbogO4y3/Nq0t3cIDCBW0wKTrDOxkYjiOA+3AUCLmYQTGvVMwx7MPFvzU2tP7xZ/hrMT98t4yDM+7+6Um8BQSTkd4AFVxPnkcNR2b4M7FYfKPL0FpJB8bnKfS4XQcBv6jiwjT5JLRh0rDMjpfMANM53u99ozDcW7s98y1jwzbMFjG5J9TyRI4mtVUdtrrDR7pNzq2Sk/P16nvbFprGkdQ/TJ2/d3oCU6FrvBxhlUQE0BZcx6NErJhHPj7JSnxDMJ5dMdh/eHowx3mcwq2IQqjBOxJ3ky4eirb5JbzXdBjym/cB6PsrypIO6A7IsUr5kOQ5Ifx05aKvi4AGCoMi05hFBRwWUC8OFjkO2alOH+BGRFMjKzAoYC0li8QoEApDGIFIC4aFOTpdUG8GKSH9mrDoCREmDLlTiQlTEfouRMVdp9dk5W8JCLoprBfjbQm77sYMgky8KErIiIJYczGGCkAJ/bN6nM+nhakYRXR+MMLxN+RmFE9sq3vDYVsp9vEjXoEkKDUBUD3dJ0OUuONMML24kAeOcdL4oCuciJFwvp0u21plFnVNvs8sIMDaKFGwKji1VNcBw3DDtNceixD9DSnB55/lOs5yd3SVOgJD7HoN9Ug6xdP+WgQaYhdYZGSjkcE3vSu+N/+N//1w/Z9EUca3dOEmtR+9rt/YnO5DJLscwn72YE9PMc/j/vPQxD6eU5r92iiLCkWejvCVrxNsu/oH16wv9yw75ZkVa9XrG/fAm+fYcJ1sgNcxSMBQl+svaVMPnTObDeFvQNCTpDoLM+SmEI/QcxYlgW9eSqoqusl43MpaulEFrAkEBBkEayroihsvciQ97FG6rKAxKPeukVYlQIs65qbCm3fse/GUcJT9xcdEUQgYGVzSCM1c2+KlyZ4gUXpBL9R7s5jpKBlVovfK5wyK1LgTlqxn+oRIbU6INMVzbE6gVVzY0/nUDFOI94aFA0NK/a9+WYBodYCLgr1yNIwF3PjhK3tYTIGn3nxaRtDVwobx2BxwmWx9pfCWNfF+1KwbzvavkOkuQNp5NfsmxlR64WJUaqBGiYyB3G/emQuQE7sXPJ6kMtA9dTZPlL5mb36Zq0OrnPiq8AkYzPFPcAOa1SAGPmfBNY9Go47aCIczun/BdhNZ+tQ1dPUw35H6L8R1R/VPTMyB9NmIszJt02tcdD072E77nyBcRQi06mqTgnnz+1uq5FtagaIN7/b/JeELRLiBXCtEvrOPilejXfYcycdFxf/oGOkQEbLzu2Dr89aCqRaVJCqGIDSBYSOtu+ZzkoB9MHWYymMtm8HG9ZSSA2IsewvxrLYIlUR46eUkeUTotjS7TvqwhmBnXayCzoieOTvsE8tcn4ExwK+bj2gIfcz/J1J1auvWVu5VkAIXKsXVGEUKr7/5VGEzjPJriM0Hj662uWljzBNXzzo+bCnabKv70YvgbD5+hFNNN9nvv6gimnQZZzbE/NvRFgThMb9wn6d/YVzBtgZyiDgCKxBj+cQXI49XnefcvygyKMZQBrG9bGzopHqivzcOEIgw49f+hipRBhrNUxInEbF7slApjMc3HafsGEYjHbYPXOeTy+nh3PiEzd63Xg5zqXTFRxlqD1yAQptUeJQUlDNYMAM2qinDah8ahWZyRp9FU18RbI+Wi8nNDc/o7RgxjmdHs/cNPyG2Dz21fT7WbPEeQoozgbnJxwzmHU+5nc7nzcZAN/70LCW7s6djXwMSdpnA5umPjq169xHh/MI6EBWP4v57iHE0eUW5TKaeXh972hLhxprFe7Y2dPH5xTh4oArHEkulHAwP/dRvSw9c2yyewi2KqyEmO94FEKtixmwVEG8QIlsp1bMWJ05YCydhEEqFt1xkHWz0ehrXMMcmY5QmA+m0yTpfJUMy4bIdo5GlofmuLhVisGMRDCeBq8chgD1fdfeFRNzwb6L7WzVCyxFzMikC64ougCNIQxIMQJli4Sy1BVyYIdUrRqYejSVwMPeJwDY9ozMkWE1Uu+pvHuG66r7hQ5QWcpbOJ46uLiIzKkOUMoNGOLhcnGEy+cY2dpospt5qUF4qSjaERFNoUjHWguAyNeGSLwJKpVcxuas2npcr1dstxfUuqIsi+9mF1CpkFJAZUWkHCbXyzwn/D0oOByqpM6y0uGWSlK9Za0bMWypZlCVhbEsq4GKGcZt54o0p8xz4F5sLUvvEBHUTJvqWSpZkVNxijmf5mtk7rqzYfLB5mg/hXmT/1en8sNLWSbAO8BH15ACB6zUd+HsvqINhUryI0BN/XzJRxQRES+r/FBfhMwngpFkF8sFYkaW4SHAcwXsshmwib8BwAGeIJ73RTLpbx3cRUBY90cQyVOH+rfvsL18wH7bQES4Pl1xffMMfPXW0+gUTvQy5Vb5O4XuP9gNPNZY/pz03vy5nsAj9ncX9bUzdFAWavFoPqBgKcVAa7HIUe0GuEjv6HUBq46opd7RukUtFo+iYkcQOllaW63FqmeSpea2boAxoJkVyIwofgnAInQuq+2mb1vDvnU0oQSKFJlcmKurT3/PZpHJm+heSmcdiGhaWzMKBRdCXSnTg0QVu/ONATYMhcdUanvzynOxv6k5NWJsUu3owBdnkZlZvv57LcUjKCz9RJwsXT26yXiQlmw/8bAroBG141EqnoKzrEuCR9QsOiKIeDOV1hukNCqx1aUYcF8KyKuldbVoUPUIpLpU1GWBKGHv1gaGkWGXWiwFztdlmmg6ZB5Hh5JFPWix6IGo6CfqxAoES9P6AuSW+EbqwSJXgXoVR6Uxv+yFOaO0CC5yNKwXd8KLR0znNXpyYjGACISO1tP3j0zjaZNpFhuquZnSIxTOTo+7pZ1vU5RyY841j9kpFM91/zRsYO+ToGSh480/7SAMeRz29LSwJ+ve0viqRR9BFbWYzpS+QXtHQzPbsFjZ+t4F67JgXSref/AIPVAS0Ft65gpmS4MLbiAr+uGFKZx6Jv1fjchNpzSAydEuHYXZORj1UFyaCHd1lA7qCXBANRaOjjniqmFZF0AXb7ttnkQUPoKX1Ne2RQmGR52DCSCT67JXZw6hFKFTG23uvj6mM1VOnBf3G/PwrNfjvv5r2PFRYZboMO6HK8k27GJOxn2Cp/QAJE3Psj1XyveccZaHR9i9P/L4wWlrjw5VGQJCQzjIJCSmKAkijDS8119MFQi0TrOjZwAJZwwprjzdx1XsGIm779UrlIRAnHS0C0c3j8/pWvMjVd3AcWOsGCFYGOi07xgkksOwDwsi+izeXVVBRUFlHqJXBprGjvLovI8d03kHI5QeP2I2AEFAEJSaJgwf9tW2HR+bZsj991PbddrteHjeq6+mxynwqC9iDFW9ti4m6wf2kz/leR9fmGOu/I6WwiuAYHCMqIaQxzBq/P2Sl4iGMDkLDLPZ+XDfofytT+gwFPZBkt995qO1DbW5coF6mLuAhPAHf/QNpBkZaBcru8y8AKyQ3qBiSqsuFsrb1VJlVBUrFnChaZhpGoqjQhnKSGB8St6v1apSbE6qej/3o9Kj93kAFUUtcoXHs0FqDhB2HFO6XXMrAbyk5iDtdnd32m8vDdfrgsoLlnpBLRcQKrqwgWkoaMVTIqiAUcC0ArT6fatxmPALeImqZBvaThBpXj0tbOiIbDOjk8hTELzFrAZA9O5cN8SW107TOiTb5XSryvt4GN7ha5oKLLCCuJgMNTu/VK8sJzz6GcEzFWHZY3dZYYBFc2JZM0gsFbDL7nprcvlIsb65mrHGC1DC8fcWrFeT+61ncZIoYXw0dp0kWncPdHKjl3zHW4B2E6zripUdGGwwXVMZT2+eEjwiYkA6emtobTfybB6llgFk6evU0zKlLYDdMbN29ki/cOAoKq5F1Z14FUuFUxCbfLApLR7lFE6ptcF4syKty3ewwyV2ILIu1fiS0mgaUTE2Rg1f8rEsC8q6gCGANIuamvVarP0w3gv7enM0QghZHU27oxN+mUS+lFtBRCNtzJ29EcGD8bN3YNuBdQUuF0M59t2BmQa0Bt0b/uHv/x7dqwNdr08oz0/AT74yYuzWjN8oyyBNco3nBeq6lGkUoQgwjGChQWeb4HytApCIEuxT+htAlQ04VYvhIVZQb2BSoEU5cEtn8vhHz9p3Z2qP9A2bR5fLCips1drcLhQ1cKAsDqq1Hdu24baZTF8WK9W9VHeNmg3bujKuT1e8vNzwYZfEiwMwmvG2Odoo0t1OM+RgQw9+JgePYCewCioXXC6MXjv23W1KEewKKFtKy1KAUl3O3Qw4sqmiIB0bU3xoAEYhPJ2GiEfEUaTG1MXAnmVdfCcdFiFGewJDUQ69y25pgG03vhJPQZRmHVZKAS8EpZrOL6t9NnhKrKGRQrMsK5bLaqBRkGInp+AcSRCRLQCoggrhUuzF2DeBKw/gcPeZZGoqra6hrxBWEyWdmKraMkasVL2b7p/j0IgcTpvZ0gqXxfgLW7c0VHvVgspLnh9yP/0r/1ynf35y7AacPvdrp/yiIxUCTeewz7MAjgb3bXL1fEqfTnrHQIVp/ZFtgET1tJEe5HefgKP5ut/1SO5MBbTbvCwOZhKZ7FcRtOsNTXbQvlshmKViXYzr6Hq9oNaCJg3NqQTY09W4VKsySMbzBWYrJGCv4s+3Pie3rUohtADLmEb/+qGqXr8ismNg0eaTbRH+u+E+vtHo/gdcx4fPZRHrKzqRk3QTUKpHsVu0ewCvNhHMPjhsuhI7ZQJhpz6NFc3NGuOZs3aap4dTxt+PNsg/1R2dj3nd59P9P7FZZi1Tl3PhEihUu4P25tuAPHU0G2Q/TF2OyOzvjSyKPv0Rxw9IWxvG4Pmz6YMUABF19LuERQEuRg7O8wQgTYfIaXLj8aB/9Fkn+XMujHaAUh89K0vgekQKWa6p9I7eNwuLjXzvieD3e48Bb95/dvh++lunWRpvcGZWDEE9v9KjNrlRm7mvSkgtrToBLTOK5JbK9Ph8UJYTdgGFSGPJ7ezpNmkx3bfrfBwqp52VySvz0Cuy2NfDab0HrV7pp0M/xz1ouu64Pl5tN9ORq+Lc5Aeg2HCkFJLPJERq3h3GKQCoo1Oqe58eIcTjdqPNYSRFxBxN/FBmIM17DZ/n6L4LTFw9q8GdDDB++YtfYrtt+MlPv8b1+mykpvsO7Ttu3ZzS6/WC68WqsXAZRszemxEoE5tw55stBRQQXLkTAWpEf4Dn/D+YqnWt6M3SCcTqwGNZvESpApGKEBsYLACW2CUb63QYO3wgnjbOJEBlQXX+H0BzjW5EXrr4ApTFSxMvgDJoD0PBIjrCILOUJzVHTMLVWYG2DuCSd5TLDugO6Tfs+0vKGfKIFZ52uQEg05YhDg7FjpgDMoQk+iO/EZdyqDyE/J1sLACky3UHalYTyWXIPNoaFAKmmhXSoJqRCOVySc66IQo8gqtEJTDfFV/MMyiXq4+RhwMLAUJo/QWF68mHZ6g055KgMVbTm3XtDjgUI3Vl39Ulc/pSfwQBcpIKm+M780t0FbTNq7XAdv45wCA1ckyTGWRV9Oa2iEKj6pUPAEVb0kDJXkL1ip2iit68jHrYCuTE9P20OfDo8NtWz4fZ9t12y7sZmb13bNv+kRt8/uP6dLW1Jh3UAS5kxh+G+jXv2/ucq4GPwOSpw/WUz9/UE955qjBEsgBPT34OhnUqBlxhF+jebBf3ejGeIyKrjsYM7Dvahw/48O49PrzcsN02vHnzhLdv36A+PYHWxTbA3r2zxV0qoJsbShFVNOmDaF9sutURCZn+YeGR99S9zj38Xckrq+VkNLBM4YAjEUqp0CUcSoBZ0XoBtEG0gUUhkAMvEWDOYuXqoACDqWBdC9bLaob3hxdblb6OllpRS0FXYO87btuG7bZDxDjFRdXmPSuoqnOcsRdsEdxgYtFiWeFQ9wAUAjwiDB4kTN9Fd1pEgD0n1TRrFrALuQyPTFCIkVXDHCpWoFZGXU1m7vuWwJEtMwdW1ACS0DGBhQcPXwyp+3moFVjXgrIQllKtv2pBdYBIGFi0ALSgtW7yqO0AWeGFiDDc+4Zt39D3juLREh0NvRP27QaRbtXVSLGulxxP8TnRXbfOdrmlWdlmBxPZhg47UXaxqqGqitvLC8AW3VS4ZERLc/nICrSivn9BaftS2Niq6GkPMqBGDC7OwUI6olm+hMMivtiBE9tsA5B6IzctaETrBO+OHeSgjtko6vJeXclkpTUynq7WNtvUg6IgwDmeACcgeucQmQRkO0Y0GqfeiT79kT7w4ZijmwCMNHXVjCIjQlb6sqjSTx9RQQFhbHgQ+7ZtRrZb6pouCzpxbtK8YauUywpIbyjMuCwV62KptARCLQaOhv1EXGwjr5KncJLRN0hUVrXiIxS2HSkAHmlvc4ceMFoHbRip0+kEQlhWp/0dhap4MZoECt3Ubf3EODIsQjR8MOYKWoqlsHcY+OL3ZS/g1d2GyDkRmw0zsJLNPs6tR/PljFeU0zmvXXMGnF47zuCp/RyyPakoDu696UDxKnq26SJJXh/8Y3GRuXBOcP+9Lfrxxw9MWxsGa3aCG5zzi59Bo0MIe7yoXfwAD5md9WHEHoEqnefxaNN9g20SuTJ8NLQSFVs0/IdhlN05xopc5HOO4l37TKKCfEFUFTSdvacAGDh34SjQ3OiH4qZEgArz8Qg4+iFHvmP24sfvN3MzgRBhpvf9OVkbAIApYR6KTJCHO1ZugSjNbTq3E7iTAt//gsfGvQpg6vH72AV5CFiFcR+vphN/xPT9q+15XbBEPvdd087j/uAeipizoayzQT/soPEziZ39bwI8mkFyLQF0Wsuf7yjL1SL0qDqg5jvMrkCIGH/zN3+Hbf+llbAXA1tsqhJ++vXX+PqnP8XTm2c8vblgWRf/Li1yiHZY8MXk+ExpUhTbjLG0EV1q5N297dC+edi+epiwAQqLA09EvtNCxqkgTaGl4zikvrtaHDSRbmKEDeDT/QVG0mkOGLkRB7KdcUv9qpBuleVst2YxXS5wvHeS8YSRLcNIx4+c/yjBGFgq1U5iEV0QXJ2EV0TA7QgsC3v/ebWVIGwcz4b3CY2Pv08WUEQqkTvPmqIg8FKX7DZfuvHpnNcZ1RXbFiWHi4GSzr3RNuMh4MpDP2SUpJiRw5ZiR6UAlVE3gGukDnkjRECboy/SXK/IqCbWFeBiQAOHsRRRWAtUNnuPjMSyUvY08zupjfdlWaDXFWiCvm+2sy/dTFh3HAdA4SkL8C0a0cEBQgMAivnKrOhdQySYMQOLpjOSdZPzIU+YCKIjXDUjI4HAqJ2OJ6JEjEOj9W6VfMjnHlHq7i/5iApNlHLhe+SlqjEQx+9hnAAD5IyNl6iKRkCSUAev0azeoQ4weupSYZRltTTFb7/Ft99+i8v1CW3fsd1esFveDn76zdd4evsG/OatVQNUQTIur6tVF9w8ojrstSR/HxsbY8LMad6uE4NMVUaREaKQo5rgPcSAUQ0gEgDXYoARMXphr+xFLuON/HjTZg6JMKAM7lYgQaV5VR9LadKu0FqxXhbsreEF5HNQbWd/XcHVqiFKF98IsFcobEuYmLDWggJg7zY391vDvltUXYBGOv2Mz+Jf/D0k4SHGMfUtF0p7hVCgxeSYqKJ5em5hxrKuWCpbgQRYFbwlKr91ge5wbhRKh9j0/zF1gstkypE5VSFqSyWsa8XlsqAslKDPHN1TSsVlBZa6WBQuCSTGBsC6rFjXBb037M3k+OW64vq84vp0tc2cfUdrNm7LWlFqhbRuGY5eIZOzKINAyf4xV5fZFVQZa73iermgrlcsi1XO47riZd/AQtC9QIqCRUCtp7wBAFo507OTQ84dx6gWCQdGFJYCTi7LKIGO331T/fdxsI93VLSMzYQPt5sBpp56HaTWwYVjaclwTr7QgzpFPWLYQTMQ5TZkLP1wmIHj72HDWqo9H+zM2dw0jFwnH/Fjb3uKQHnlKBmNC5w9HCNiHjd5BEIM+5uwekGj4AlVhS2k+Z4TUIXuYBvbJiQRWQReB2ipeH6+WIbx3jIiDO6zSu8otZhMJEDJNLiEICl0RELc/SxTEIPZe92iPPlkd3lbwxcM2WWpZICmA8MjriCjUjmB0+52GTlAEpX7+raDSgWVodM37aA5sHiSJ+ybLQVuvhESsJoTwl4f80epX7/vYwIiA2Q7tyLXQaQNl1fbNlcZdiky2bfTQLnNQKqAdFRmNzmHX2ebJkC/a9GnH79z2trRnp/DDu04I7lwboroNHJiqFh0mXMa9/HdeMMX7MScGmFYOQKnGhFIM/Xp+JfZpQoE+zv7LV5LeTRdEM655wnHPR4diQCS7VCQGdMLdxceTsB3GDR/wRDCDizdgVdnJPjYyPmD46+xY3k4/zhOj9/ldFtvZ+Z9Yuo3je8nw1Cnz32cPOdhGJHsplE05bxqJmf2+w+9f6W79/YjgZ8haPIcwrGvZwn6PY8fu8NwQavDkY1bpYKxz/XcRgVIXmn39KhcbzH8KUiQ/UtniXWSpur3/9gbjsDgOIMe9NHnOwKZt0goTxmSChGgLCueVsL+m1+D9h21LljqiuvzG6yXZ+M56BJYEAiE7sq+OGDQRX3HM/poyCmLxipgJ9A8GDeTlUQEqxoRCrjC14MbR57TTb5jAGFLWw1ZOIELRrVlUY3EzjXkLgkVL5MNTeOfYGkKvFZPDbJ9blU2AKoWSFMDj2Jc3ZizqRWScxr3lM9mpNi9orIOQXT33UEzIprH0aahrR794hXWzhLMDBU4gXiBbygfPSkbtSOAmaLtKAPVU5+C5yGq2g2dBUSEExFDNIjDOY0mghuXsdZ02iEyxH8AjMGbpAq+XDDKMXkDiTxdyAlcfVcpDQJTZsY7xdXmNRgkBOnN2+URK4ioIatuBoxoNgZQlEESUVlw/MFH1GVUKa6TAyhCyAafBxp8WjTGJ421cW5gCIdjEsv5jkBMNkS5XAAARxnvEfUVqeXGBWj92qXj7/7+H/C/+M//c3zJh3gFsiiJfRC0k5y2EBR9oMZpdOi8SLLDT/drDYMobdJpOkWFb5ulM+4bbu8/YLvd8PLhZnKKCZfLaoDJ87OlOkAPqWKZftbmyRJ2y9zASee57ZO2wFmnNTlmmx7eNcDZcR0xo0Jt55oF3Kcqf7Tj5cOGQ4qjapYkF+km88lTROoCujJQzRnem4PKRJZ+taxYlxVWOdGiZLiYHxh4a/FKaEHeDwa23rDtG9oEHDFGNTWD8e/Bo5AeyzSsHN0X1y7GcRfpoEwEFIJKT4eVvWJZvayjv9VS8KgYoNthwNGyGMAC+A63KIqX4maxaCVmyiqPyzIc7VIYy1qxrivqavKRI/oeXo69EOpygapFaHVPcxZPi7xcDDzad0uXKiy4XC9YrxdULthbM1BQBdwJghWrKD5sLw6s05g2pOC6YlkK1mXBUheUYlwqdV1xWVesTxesT1csCQyuAFfXv+Tm+5D/Ie8SHiGXnW4zjJEagyRh5+U8NlmnXwronfp98ruSS1OhkyNrgJf5Lhbga7LqELmS/pnLdAo94bYRk0U35cuftf7xGH1/mL6TvtdhL+X9Ht4pbcTxd9wz5AOc2D3EzMyDBIAoXZHvAx1s2ClFe0wDVYU6sX82x9OVRTt4MeJ2QC113fWekAHntVZcr0AvBW3b0Fv3aChj/yme6sVMUFLszmGYm4A+HsUjvXNDanopJbOVSmxUHcYjxtYB5gQwjLDc5tHYSIprwFa5V+AAiBebYu9X8g0Wiept3l+xoRhRZ4pR6kZibk3PVBVoV4BxIPqfjx8LGP2Y6+YpZ7+7TZhexJiDc/pt9B8h/AlNn9t8A+uk5OHK6DhMYKzpgBIRg16hD0QOGI4Nuh/bKT8CPHr9QbNjEMfsZI2/hwUVOxyxoOPcCAUjIz1K++ksanJ8JrtrLtM322fn6+LnEEx6OC/BqoMhMxZZ3CGEQ/5LYlh7OJWSYbnR2Lzl3FYGHHFC8gTcGYzx9zwr445hvZ86ab7u5FQdpNv3HvfCPvo2o4cOtmMkx/vCCOAowKODVojrpsaGtP6Ups33yL/1/ssEtR7M49kgP4NK52P++A5E8WckJH6+cHTSTCKcQmUClO7vPI1xSNlwvnKyR7POE/94txQ2qmOXAEjQIM4ZfXd8xU8el3/kg9kEYhqR6hlDbBFGzITnt1/h6fnZOAxqxbKuQ+j2CuYF67IAsJ243hquTysiHCINCmDwz05C5hxRoIhxHGg/E0E5Ug5mgUW+jctmuHo+t9WU0GF4uDHRaVSXI1QDHiKUnEOkW+RRGMJGKG7RRsbR5O5KEtOeh5dS/gagcThDhpKapJ0ZfBBEeWzrMJN/Y80Fr42D8eFk8DDycqcyohMDrBIaIoGOCtrKwPa7tSsiRpjrhI0lZF5Ei/kYDEMXqGUZ9x2PmHbexpo4LDMHjkZPUa4xk/c6/k3tNHFh70i+eWDzwF9QI7HF7pERVgflY+0aZV7H+5Nqlo0HMKVND31hO+XmCJjj7fcvvuOqMAAndd4wJillkqZYir7TQKUQG0FHQu4Zuh4FKaJtav2pkYo3DKOXDy/4//zbf4sv+WjNyt6LRFQN0ujmMNAVU1pozEf4+JZJXXgETRSRmABcgMKi9rkT1yjQO/re0PcdbW+43Tbcbht671AVq1jWLU3ocrng+vyE5ekKqh4DI/0Y/86+bmZAKdo+68K7dI5J5x/+mU0QUZcJFs18TT5hyGWocVCGSSPO5wXj64FC3gWXlgN34Yj1bmXpuxHPspeTZ2JIYU+HHFw71+sVz89PIDCaCEqzVKxlKeiqoG6yfL1UBNcEmFA8SqE1A3IDJFJ4oBUMHLr4z4g2CpNvCvKJJXhwhkqtEO22seHpUXYD7yeOf+x8fshy9qAhb1oHLsUqrNVqxSVaF/Ru8rewt796+pFjQsvCqMUiK5jt9+qRXOrOEFNUfYoKbsWvJfRek9sI8Gioxa5dejXOv6UmF42mjWJzXbwa3m3fUYUzioa8prVVrjLepbWuBsKXgrJcsFxWrJcLLpcVZale3YnBdbG54/Mttp/jXUAEFBm6yXUGe/QFKWdbJYGZkGmS4prOdvhnOjRkyGxiz8stfTm3T5MsmA43ST8NyKp/oRS7iEXA1QomTWDyddNRMaLe+Mht5Dok7ITwfYcb8fpdD7j2w9OGPXOO8Ai5M/srs/g6PQkAPBUy9PB0v2l3ZhCPu9z0zTJA0YkgzNCiYF7A4tUQ2Ujc7Skb2tZQyNafFdCwqD+bx4SGufKdj3XYyx59MrKgPd543syZXjBS4NVtbBPd9n5hz+pU5GSEb0yabbbXiHJNcy3oTS0C1PsxLQ2eqr4l8Oqblq+MI6DpZlrb4+GvOS6P16NO8+Dxkj3pvFePCfdwbors67C/NYJfJkwhro4+U/VKe8cN7ENjw1dQD6qZKIQmljaIKv7i//uXeHn/8gntvz8+HTwKG/bhl6NxB+Ao/9GhTF3673HSHEbjWnBGmsO8/JhwOFzu0nA+++OyeiilWYikzTYZvPctiMEOw4087FyHcW9WCoK81oxg9dS2+b2mmZ7CCmPmzEJovObRuUthj+OJcV+ZOvY8WJ98zD1BCPDi7tEaeTByMBIHyDRFcen9u/1uhz7+M43u04NmI1X1Ptl1mhuH8+e2zs+IsfjIezzC8cz5OkYCHQT5vMZyjk9KPR1tnObWsYnZ5CC2lxGlNAtMSSMq2qjjLoe5+fkOCmOZRhSEqueXu8P59PyEuhSPHFGodGzbB4gIlvoGl/UKrgrFDtHdDPNeHCsIY8WiL5Qc3CNNDqjsVx39FBW+gtgiwrbDwIwjShFb432HxfPP7YamBQ1MsR109Z0jBtDV0uoAoJQVBKuwZUa835zdqC6EAUpEZTMzWCgqaGRjRgiwKS3BcHMAMxr8vLO9BXbOOPJ0Ar8njXc3wvJhKmh25EQg6EZj86CNkhs0JnfALseIoD04fcjDrofBIV4+mDBn4fKQzwTDCX0+c2HPL6eB2UxzLjOqfcyCCVuT6tYNKCKo9tPFk+VJHnWGYhEqakYle9UaE4s0+IhV8r3SmHXAyoKQGZFuOcsDcadYHMAY6QAyuGAUDhINGZSphcJpzB3S0FnBDuYcpeq56omPKwhEBap9ml2YzvUUDwcb0zh1wypSmmQC2L/kY9t3tLab0+7GPzwCiQLkifkcmy3zRA0wiGAx/zWAG8n7JCGNdAuBARw0EWhvkK3h9uEF+7Zh23a8vNxwu21Ylorr0xVPz0+QLqjLgsv1iuWyGonNRKx60GkijoScFFjKjrF28/r4SdMFaQja77Hzn/lg8+63KiwV13davZiKzbRIh1Gg1hEdnjYZUrfZY0N+mxMlpdhsJZOlvXcHOaxq4tu3b60a28uOUrtFI/lOOppF/1yuF2zbPupvFELpBSIWZ7S43NrVIo8agGcAVwaKjq6JfbawiNnFj6XnjfXCpaQjJb7bzsXPIefU9CjJshg4VtqWclDVHPveAV6ML6V6NJKIg19pi0tyzETm5FLNWRV3ZBIo8vOCg4RdT5WoVhdpKtJRW/GUKfEoJtMVtVZEypICljJOFh0V1aHSNEYAOAMwC9lWa/V0uAuqg0e8rpbKt66otZoDHRFE5JWcUg+ZrswNDY2qVMMmGvPa+x1WyS2Jl2F8NFkdVE88sZ/xGH4DPm6nAp4uGkta070ZZ4zfI71aBJBulcqKV+iifcvzg+7E/xi3ohFpQQnCSG4exOcxXvb3x3TBp/X37GSbzok2xEbdBFwo8rz5OeF/crR7agK5XRfvUELHBfjva03FKP47kaUYAyi9oqOjKICiKLWiS/cCMFZYAmR2CzkCzUygrmZXuHwLqy5sE3udPirHklrE/bRZNKYIJbhFPmbxrajmngXZEJrtAbe9/Puwpc1edPmlamml6sxs3h9OHZ2/z0OpOmyGA4CC8blOfWvBTWlkT3NizMVXZsXd3we15wDNDz3ShJ3mpvkY/dS++yNAxzkl9O7ePjbZB7m83KZyBfPv/u1fYP+RvJGfDB5ZFs7R2AsDzljio5HWStYwXpGCmdUm8D4RvISBa2tuIImq0QF+HmJThSapdS8wyrQ9E4PcXYDF5ceBsYnV8y0nAYlog3E4MAjEBRGqN93w+Ls0pGPNYfy5Ie8pMESMQuMZd/dw03re4c6OuFsAfkK0+44jKU7Vce583fk+h+fdT+LDJ+oT8WzIH/ow/sXfSa4yffZIkdH0+72gPjb7Y8rjte/o+H5393iwgGeU91TpY/zQo9F7YJt75VknRaTTf18XJLmHb0Ckr6PW5dXL8rEcwhVe8UgfCCI6rEENgfQ9rfqnPpoISlcIj3UOANrFjPjYYZGO3neodjeSGy6XC0oVKL9HU9N+68rAyh5Wb2ueS0GTm1WolpBxCmfCTIeFPM89nLeQKZwKboCpUaVtCkhEgIOi6kE2AXCo3UQI1AdYFqHwcKaZdV3BZNXdolJS4YK9v2BxolB7KHkzLH0NRNDa3Dmz1K1wzuCzjETNgWNKcJUdLBEhwKuFMDOggr6rV+Kxe8IN/DBEATgNCuW6Ef+pqsbJ4iW03+0WWfYM4zaJfV1rxZB9YRzRhO5wkkMDULEqdAEKsRn46ai6cd+NxGREjc4Tbk6dy1ybYciOw/vNWNini/x9tx3hDBcHJ0W67wgyOnnlvXxbdSNsLteej7c7ExxkpJxnMhm7odsUQZZabP5G33Sbz7PuVjXDtFCZuKncSCMjJKYAOr0RMTJMluYQxhkTQYWz4FbIMMvs9fX0iiw3h9ejj+RBYMsXeLy7veDl5cXImwnGSdUalmq2iu47lFfjx+pqwElsPrGvbWIXGwosT7b2bh+sQhozcL0aqrrdoNtmkU6toW07Xm433F5u+PDhA/Z9Q2sdRAXXp2f89Juv8fU33xhQ1Lr9rBVeVQAAGbfRUm2eSbfPW0cyJU9rGcAwTWZ1FrbQrDFO6lxVQLVi6GS9tz3SvvItZR1rVhVW1EMY3A2o4Jh36vNRFb1aShQ8ykiYUarNqUijgopXTjTw4fl6wW3b0Xbjj1hqgUi1NUU7uDGu6wppHb15Wiws+iAkfi2G97WOpMtdAKwLg8R23GPInZYKuQRp6A/T8WoyUMloJBssQqEA8Ahc5mLPd7uzeFQDOeAsqkZa3d3J5GHOEHlEVjFAJDR+bx2O21l6TGGjjCCahmpwmRSeAKSIDPbIiVIYvRSUUtB6s+ngG1iFbYOilmrSQY0DpiyrVaFywv3WdlxJE+QjT9dh77i6VKzrYimYZbG+WRas1fiSyHmJtNvcbm7LBphPrpRVFCQGzmOhMIsQQL5Ak6sECXZMlAEE5+6SHL8vwnryeQC4zkw9PLfO5bNvQMR3tuzobolmROsJzBFPtSE40Oe+ovTjedYuwAAkgXE0PvJbkH1pgRx09/0PPSSjgkJPDhDaRA6lfNOzAButSmATBI8dH0Lxzt3QuMbAVxHBvrUkfmcVUL9h77s9NzeCzIatl8Ui6S8XlLWid4ua762DVFFEQVsDruvkSilmcMGI5nXYtUE3kHZV9Deb/atuh4Yd4C8iXaGFkwvNuwNdnRYiyNdhQi6qsIoIiK2AS2FJf0TF0+E0ottGW7rbygEczf9ELKr0aEa4tTF9buNE4z484nLCTiI/+d4k0cQo4u/vP3zW6IgGi3U3QNHj88/PjtTB2NSOPh0baTbXUs5HhkDY1G6nBlD6uxw/mjD70TEDQcOOHBEBiXa+dotphsTAEpAvaT8FAZtR/uf+FnO/8PT8bOuEFurESXMAjh41cXbwM7Tf1AEHe7yvnmwfxT1td23mMkqnLHcZaTiR4pZBNnp+YXJhgrHzGB9Muf55v9ilj4ia3keVE3VDsBbgtg/ACyYkgpdIhaZ2aLbzYXh6IeT06i4lPbfVPvd7FQyHIfo++mPyiIgsssCtHaA6IS2R+UhJ2ILj4N+RTnuf8GQtdcGhFMvBAj4fdDotznWF+UiWfMROsC6c1tWj/pwlpyKjNca9x+4bHLiIHZuYhxr3iefNVSQi9F3Hrl0898zHFEqF4na/owD6vRyiEG1oTc1pIHhFowKmCi4VqrZLM3iD2PlkToCZRJoRsFQCs0UPNQEWvrhEGpSmpofFA3sCOBrgUcoLCifAjYnY2Ql4IKpJwKMqMiKH8lmmLKo52qxQKulcGEeM3VtAyHQX09rgvkDFiYx9bSsIuwi4WLoBWkMgI2lMUjBzMETJIrkgTpAoMBJW414y4H6FwrgpWtt9fgGA7SRb3hy5nc25WxycRGGwBHcHAHcenlEKY0tRMoyFQgULxCMXZmTHDgaNcKP4/kw07A/KqKi4Dqcl7ZdbvxtIpV7pys7zuUEOSMWdAhiJyQAG6grsN/tT1FM+vCJJKVBt3sxJ7jJldMkoIaWT/GIwixNNe7qXxqZIpKRN6oELAPFxZWgxstx8Z9VJtLmc8DlqaXAE6QWaOpkmUtEOKoQ6RWMRE9qNQIdi5Jbo1z0tSyNvJAZ/0s00ffVFOGDfcxCPcsOMQYh6OG67AYmICLWpb8LDsN07oN0ArAbqxJr98MHOYcLLt+/QWsO+bXj//gXf/vZbfPfdt+BS8PXXP8E3P/sprk/PWC9PeHrzZlRn693m4n5DsiOvDjT3hpz0y2KohyqgHdg2+31ZAKpWmkp8c6i4AGIGyuLP8dS7sFP8XFovwB7hhcX/eUc1T5vLTTjxinQEdIG2zRyuHUBfIKh4Xn6CphsKBJ07Ou+4CeHDh81utSwg7biuBpa1fYN+9wHKDZevL2C9GD+JKAo2dH3BM3dcr4SdF7yI4P22oxXG9ekJe+u4Lgv2IrjtDR/ev6BsHW+rgUXSgQ8+f7+Cpau9AXB1vr2wNlit24FDPL5LFUFlQq2KRXZQb7hKN5HAwDVSw/xcq8i0oL37DjePhKls/S4iYO14+wSsz4xlAaANrTU0bCiVcX1+ApeCbdvs/IWwPK0pO9aVbbPCo41a39DEKtOVUr3IQkTgGgC0XpZ0gExHdGy76YnivCe9djAx1qv16y43S1UsK3qtABM6d9wq4/bSUZ+vqE9Plq7TFbI3XKhbVN3TE9b1Ai7V9I2TQBM5mbDzpAiA276DavH2jw0HAQYXkBOjWx+4r1KK8W6x6TQ92JKzMIDz/hz9iM95RGSCpeYZYBP2YQAagLdZpoo+4d8gHF+3V1zeqZfiDHBCpQ+OlU88wp8MvhZms9l672h7wxILxZ3i3zmi63SfQ3R4ksjfA2be2sN3g2aF0kbTSFdKGyOT0vN5Z4de1blpYvOlMFiLkblLN8BajUzeXCePAnZgxniSVqyoKLiC2KL6tFkKq3Ck2hqYJCIosiS3o9mnnBxI5me4TRL+vMSb+juHzx98Tn0329A3ysIfJddtCkXvDaUUqKeAmvDTiELJPrb/D/v44NNPANIMprw+ZuE+TfZfIn8fX5+z79Odg/LOlzhe4Ww2EQ3kH/Ow8c+b92csgh2ongFHO2+ep8MH1fD7Mc2toKEYD/jRxyeDR+HgfgytSkED3DnAs/M6a8VwnsY5ITR8kgSOkNxObrQQJeJse5/GEPLIngx0Happ9Ksj3jFWMjt6cUzOGdPsVH+kjxKhntoS1/l70xkAiP4qdAQKPnYkwBIPf71d+X0f/CKvThye207j4klZpsMS7QBev5/ODdOpjXH9acxm4GgKnb57uQBZyH/OuRefrJh/zOKZhNZZyKS8Oo1L8tH4e8QtFE6MTaP90+IPAFFTSLkjSBbyWjmce0+ZUZuDHKGxzDlFApBQ6c79UIdf5t9FpacM8cx5EEZFrBF32otXPfjMBzGhd3tnEYG4kxv4vsklBsiIl9l3zLiY0xukp0FEJwKo2G4oc4AB43m2G4QcZ4WF21a+2s6zNIh2WNa5AVDVUwk6GjomXh5fP6KmpMnnQgLmiCoo7AZEd0MPuTaIYEaVdAAMRvFghYjuo5GSFXNG7QeXdewI1fXUsZTz3AgPBaoM6gyiDktzEygrmG3dJVBxs6o2dg8DnA4AqLrk7wp0V6hjAfm8Ro7ful6Ml0SbNy10DXm/cuLd+QwByryzGbKqFutLtfL2Q2LMsvHHyIZTJRUAoDKBw94o7SOKo4tzNQERmq0AtAmYF5+YQWzpd43wBAzw0l1PM7Zgzn+Q7jMIXbsDSkNeqyio2v2Zm+larQ7cyUHXWzabpMgLXqVQV2k6Tt1WcDXTcNrLsHgWM7Yigjd2tWUqYZ+6lghEBREJQCg5HyHTovxCj1qNBLV0WwNmAMZccMdt7rTc2AiZw0P3cgH2DrQXm8NcgcsCrAr0Hbht+Lu/+Vt895vv8OH9e7y8WNWkr756i5//4c/xk69/gsvlAr5cQZcr4NUQse92vwA8AzwK8OakkwY/E9D2DpKOogosk00y60YRZClZqL1XEM8zAeqReTyRmGRKn/rmjt1HnTPRyl2XtOmKbygpxKrKBWekhPwapbaDqJXZyGm1C0q3yJgqTiarBCU2gAOWtsUV0N2fVwqerlcoE2pdIS8vaLtHZpARcS8roK1jg+Fia09bHhcA1wu8IuXgZiILUElR7SOfAWhw/Xv78IK9KVqzG9ZibSocpbYtVayuFbRPTgYP/b0uAHGMy3hWIY9eqgWVC8QrP3Ex/WSAQE+y8eKAVfVNq+Jpt+yRRbVWSxGLNDeYzmZiLEvoGMkKU+bkMEpdsLQNDRW8FONuKhb5v7WGIju+/tq4DK/XqzmfIpCtY799AMpq8/z5LbRebDoxQOsK4opKq5GEu6y5LrB5o4pNdnTHcokY5Cnv5HrOwBO2Pi/sG1TkYrlgKRFtymk+iDBa62htx3bbXpEYn+Fw5zojmacj/C8rSHQMHgjz4HwMYnqzG3vXTE/8IdEOx4iS8fcgxh+ARdi+49oz2fYPf24YEyN4we6j3xPldAAQmLxGhl0TQCtg0VhZ0l4xIrtYjVgcHsVX2KOHbV0wVTCLp++azd6ZR8AGM6hWsIjPT19XImapuqGUKYFh/ZDJEFrMruNSs9Ieh3WyW32uWquJZFUojyg7rhVcB1dVpqRF47pkGlv0FXtwQr6/zzfy8MsB/oxqhjRM26T6wyvz8SMjPeFG3+PHfvwuH/nOI7kw9M9cSZay/0Mux1yONs1z2gME+pwpgpSZOs2hkQVGaWcEX5I/6nc+Pj3yKBHqsaC+VxBMDtBYiHAFBtx1e/wx8a/4nElD0+7nd7UEZbtw6pB5HigUvR0VZD5uQiTTLU6btSQqeWjjwc47byH6MYM6kxAym9EVDw/HfdzbLXFo8qQcDgUO7N0BtDwah4dSXafOedBu0em6Bw+fwjrvGphSWsc5sVN4Ft4ytWO2kvIUOvxTIPAR5FiL7WjZuhNzxvBgPNLR+tTjB0sgb/ujcfwR1wKjv86f5zSarUo8Hku/b7om8zkBCATfUX4czqtOa+hIxp2pTDmsP1zY/r6PUtiip4IDxI94HxGr8JLixRMHLLfcwA9zKkpiB5YS0G1JcPmE8VQAO0A6kY+HRqsI9NvkijP8cHgEFjGjCEJA46CwOwRxtfMlabzXUalQscgGL/cFKlMYOhMYVkmoOI+E/Tu+U9x1jjpiMp4J5XJKvqwAqztxHr02bSyWZbE+685tw3V0IVvft36DOleTYhjjgFjVIjZgQ2ix8SOG9KkVnprGSYR0gv8JkADkAQfnAU7A2zgZxNvEDqxZv83cTvdLLLPi7MaHh0bE7PGCuIO6xRM5c9bjGuCewiN3GFaJb4qmIphBBeR8pFItWq7bOBAVd3DggI/PPI6ddEkj5tgui5KytR4GrgE/oa+TkudgC4SeHrIjUg9Hl4xdMoJCSvVI0fnxhMoV+9YQxKiApRL0LiDyNBN3XP/b//f/E//mv/xfnXv5izssEpKBUnwdTDND1HV4xPnLA12oYyBvO7D6vGwCFN/d7x0f/uZv8e//8t/jF3/1S7R9R+GCp6crfvbzb/Anf/qnuP78G4tKcd42R9otqmjfRiRuEPDMRT/Oum2e+dVB7VItWihAn7DxQqjM8z831076ukcUXUzcnHB5fdiF9r1HZRNZGXYQRI1HLZySqMTTRNGiSbU6T4+9owDQUlDq4uTTzimhBDSgbzcDL6HOG2YR5JdigIhyAW8bgmiWGVgWL1dfu0WV7SYfY2YTYDGG5HLYwcLgbgmOI86dY+91BVQEtxuyqF5dLEWrTGkXseaYCJKAzOSclVHlM4be2mSpXEGCXQphJYvWKaWk87vvGwBLh7NKc4wCgjQz1MQ3BY1b3dJ+tr2DdqBwxbLUJNCuxeTdslYjVvb1IAroahHmda2W1si2+762HUtveHq+4vJ0xeWyWklqVbS94f1vkLxGxTrT5Wdxcu+aZcp1svFjU4lRDrRe6gTDSrbmPDbXL3JdPdsIk9k764KYl6UcNxo+x5HcVES+OW7y2yqiqRNbS9pEsW7jmuH/DF/QAAo4QCDp1LbWEVGw4Vd97CAgU26AGUQKnTOBCqeInmwTMBT14asHcV/eB/Hw0IMAzNfI6N2xRr/3SDmHyQeZ33vipKR4jsnXWDekQMFi/Rh0FGxztNTFIoWIUGrJ4AnVACq62TQeDSaqkNZNzNfq76PJ7WhrYcinCGh4NFK5NeuRMzzPiyFqLCWXjcsJ6oEcGnx19tzKawIg1m3HdRQx9eGIKDT15Awuzlx29tnZHgwbZNx7ROF3p5kYX5L3z6cc87y8d7jgfT36O0D42VaMiD/tXkVTDTwskfnjvtgcwXR+d5Fpgw94WGg9fbrf0XX79Mgjt/RChjw8ZwJ35opRNu73hLyH3F+K86YneifFRDssv6MNA8DDAHVC76Z7xCXHHnMFcPdC5/CzEE6niT1/PfVBpqGdn3dEteyuD0GeeOQ08gmRAgcA6WDMnQy2wz3dGJsbHPfm6e/Dwp0+N9Rv0oh0BMkAj+/19h28K5ra82DGHgaWDp+Pyx70g0zgkXN1HI7oBzq9b8yJuzH+oYcef57beDjnwZ/z+ObfftKEFh8POjb1kXDjIcBmECjGzXLYJ/QfyKom0UhrmniFBz7CckPand31z3ZEyK0tZ1u/dbEQ+ciOmNdukAdzMc4fo8agJOm0IYgUp4dwwN0RwIz4blCk7ygA5WpGPAS2D0EAKYTII4SirL2/DznXDQEEi/oBgvTZdxzCYXcnoIazoIBVmXMQgHRUonPHSElHSr/3XwLm/oyYx9YNnu4WholrseCXoIxyY0Ct2pp1StzwKGeJLIJL5WhEMxWADTxyBlhAPPKG4OOl033s3S1a5jxG6v05BOLUAgAGFAXntgX1MWghAP1eLE3i47XZkE+ZDLFxTQr2cVOK8G6/ltxoBMGqjMbvU+v1+ESyBQz4vGiZ6hwhP+4ccBj8zZ7BNKJy801jhkXFuPHSM3AUY5DuqjtgKRFTl5Onbfm7qsDD9k6Sw/6qtXjK6bxTZjKoMKO7Drvdbvj1b379yih8OUdEYaCnST6O0ENBqg897snYwB6v27utKVHc3r3Dt99+h7/9m7/Br/7yF/ibv/lbrOuKr756i59+8zV+/vOf42c/+wbXr96ihOHl5dgtGlYSoNHWHcwmgDuSBD71JB3mbM7duli7Mw38pJ/OOhJTPxxS0/0/qsfNpdBb0R/Mbmf0sdlFk0nkc5RcJhE7Wawb6swVRN0iappFiIaNUKqBmoqJVFqt+thSLEqp926E2iCUuqDUihZ2ob8OM6OCoUygXjwKo2FvBzr9XAEMhTitQCS62uuqg41uF/hw9O5MAGQBXMtSsFST3T2JjU3PNCa03ixiU9UBtUixcNCnWqoZAI9oMD0Sqd1GdM0eeRMpxmUCoT1iCgwhdSdMXe9SkkdrM7tjcdBzgctz7xGCOteSpSQ2MfLecllxua4odQGY0CHYtGNtHZenC9bLinVdUYuXoN47qCsu1ytqsWgl+GZERkvVxdKcZ1BbjLuo1ALyNGTJOUjmBCNsqfAdcDxiGjAdsM+8DRwU/ALAIxChFgcd3CaM+WOky5aqJWqUFQG2BdAEzPrA/h6RD2Ojy1wP3/11PfYpAIyEbJru70JzvAK8uMisH90qJdVBCfl9XYGT2R6Pys8NiA49J85d20VRHQQ932RIN8p9IhLk5gq5rcpOQt09RZ2C604MyDPQv6TotShAi/RTB3TZKRjYnV8pgt55jA8RejeC/FqD0gIjdYyAwZU47FbobEON95q98cS/ZhMvjWig+O6cuoFrtqZHkBGj6/CtowtVzdoNPqZSaNiavshCzkd0MzxC1Ph8rBmjKlmAQdFszu9UPfNC5nc4+maq+VKjD0727KDnObtlesAj4vfg/Zot09hcShMgPvcbj838Y0SeRCQ4XD7FuJ7Wy2jRPIY/7vgBaWsYSN4rYXvWYeHQh5C1I3bbx99+i9D6p9vFxMXU6Xkd0mbIk9UrHymNCRo2enCR0AFogRvuHlaaecjHQZltnZgEZ2T0vh8mIzBsL0z9kU77QDeJphn34J4Hl+Wu387XTRJz7tecVNMqn1e7KhJtn9/xAGpMzwnD8m4qzC/ubVH4vPHokBloOQzm/L6nZ5/7Jt7HydWIp3se2nG85d3vh6Y/astrx9TH2c5X2vronndjg1SW+fN03vn1H71UuHHj+7GODju3cT/m0Zf5qSPZqubkz7vEGhFNep9++dkPMgNwvYLqglHhkGCROx5SPZVMhSJis3PHxL2PBxbFxx5t/RZTWqc+D1LsuF1WH4MiKosR4FFQDniF80xDEcT9XFLlhCCiUVAgF6mdSTSVBcc0b0LTEaAe/WQf6eH+Y8kP4ECjvanwyYm2AUCAxn4+T89EGl8meytoKp5gHTMijkbEzZjXGpUdH8icbGO8VugBa6hVutFpEBQgJ4w28RfkluzZHQRStg0JBYSC8yGHbuqZY1tOmsaN2JOMD9kZDkx8TSGKKfvu8abFuJ6cpDzOP0QMHlpjxmjyH51afpxpGOs+dPEZMJ6MuVnUHvQ0UUb1sZghqxzY/zBubOeNQBIpEnYjCx5tkG53ZTIi9v8QjojiC5NpRGDZoYAT0SNO8AtPepUAFMb2/gN2r7Lz67//B/zi3/8Cf/Hv/hK//fY7PD8/4Y//5I/x859/g29+9g2+/tk3xmtEMMQhkWlY5n924qSvZ0An83Yw6WlbHzOAlLqry/H6O2ASJ90cPeB/vyZqAzQKIIng6EnPBWO7rr7z6kS7UZkv2hIbCqqMSozb3ozkVWxO11KgtRpXW5C2ImREmBq2bojYHRq2qD+X1VHSvbBHJBXB3hta66hBTA8LgkwKSFiaHNRTTJucxn7IjeF8+PXF0sdL4VFVUkyHMAHcrfADvGInM2WqVcjzUhlLMX6r2FCx9LOCUjnncFSB7CLgxrnLPUS73b9nJAisLV4htEexGBBKtzRa0Ig4mO8DslIMy1KxXi+4PF1RFouq7aQoEKy9W3TRumBZFksRZQIuCukdl3W18XYOLS7s7+ScTNXmv6i63o+d/GK6LGep63AyuS4TmDGitcc8myOZ4v4DBLEzyxeQ7h+FGczsDO7L4cwq4NFHAIIPE8GDNOyIAGfzMxr0IMh4ZVunHHLu1epW9r0BeYzWe65pgLPvsy+ZvDhGCCqb+zRuNavYH3iMRRjO++wvGSim6GTpyAxOnp+ZdiDtvgA/cjkPYGMyJdL/lLBLYcIiKvUVhhG4q6JLtw2K/Oey3PkttRnAVVyeiRjAzAHkuH1JHm2YpNFhdwbYM3pi9MprnepzIMaJXVeMWWD3YbJovi6D19dkrK0XA5Uikg3mOtKYf/mwaW0FEDfb4SNibcxRGyYHm09r8xGX0NnCG+pqxgtO/eDPFbF3CS6qeW4kAOa3D7/gMffRkTYo7W5//jjfniNdLAU5CNDVCkKoV309YA4/4vhBaWux4A8gkGLkH87giCKs3slHcSNKZLrIb+K/z2pkVGse3w8+pHj56Xr3dHS6C9G0Wx3GR5zrChEEZ02KweBUtHGfMekV08wBMATV6BV7kXyttKXG82fH7NgN40nH/o8TaPo7vpuN+Whb3PwjkyONRYzxKn7jAIbGoJzuN008OZwwWwGjkWlkxt4ajZ3DcwRTvvNsKZ2MT53+zefPhvDh/LMg+Ig2+VRNk6+tp3ZMz5hBssO1emjTce3MEUP5n7vLPzq2flKuhBBYNMKtc3gUCQTErpr69eIktuQVmHS6t0BP/fp5DnJFRLCymVwq6uUZ5IaE9N0iUygirvyqWCdxaJo4HklDA0DG6dwHh0gfimiqZkAgSPdKKyzIXTdyZaEKOA+SRYCNFIuDw6STDFV42tiI+DB5R8iKZv428b8ESXCssmKvtUwdGjHH7CWGh9y3aCjPxWfyCKmhiCk4lRxnmcmPdYqJNrvSU15ojEe+TSSz5zIKou/hlORwzOmKOm1TzNv40RMDxfK2xAPgkWIG3BXnGoIWSzEjB/kUzpEVhvExmS9uHcedeJr0wjQJ8sSB/bke0slRn+89vUYUbchJ4l8MMeSNVgLcmIgKbLNOtfXu1dm8D8X7POdd3hPItIXzsji9XxpvvptNxBZdBng0RQDm0zXxk233u227G6JevekTRfTnPkKO5rgHqPdIdhKQnGSM3BSJVBAl4Nvf/hbf/vZbvH//Hn/9q7/GX/7Fv8evfvnX+PpnX+Nf/nf/Bf57//pf4e2bN1ivK+rl4tXTxB4uAuzNI3fIK0eROSZAEOdgyqlHCsX4O3bFswKcRy8lp1mxiEFg6HwQsjjF3DOp1mabYuqb1J3G7THmvrePPDJBBNI7euvpbAb3TzojsCiwsi7WRgeMpLtzQh4lVguo9ST4VcCIeTUMfQNfK1dEha1wbgvBeJKIgMpAqWDpqIVQ2T4KqVz9FE7b2dYv49z1OiJYvUsouiSHz8FjKGgqvKCIiA8dUTdLTUJodeeMCztvEUFZUdR4hexzdpDH9aynUBjv3pkkVp0bh1Luj3SKow2j/m4j1WSaFqqe+lexriuulyvW68X4jlyMFBJ0GNcfLxVlqaileBQI4al3rJ5qJ7V6FSiP0CjGy0LuVMWG5gwEUdi//t5EBjh2sjkfAN0wwcdaMULfkGvw+TE2BQGMFKnPeNgmggNG6dQO4IJcJwDGsWndoZj56nKiTuem045IMx6AK6Sne/LaoQ5qlMJW5GR846CuF4TBvBk67Jujqa0ff9gPPSZ5ZWuPLVLW+yciepMOwueD2ahknk+6KMPpD32nEW2orvvEtK8SAbkWCRQk4r07ubl6pCWlLU/ONde7olFH764KvA9TPrt+Zrejxcc1fYwIyjiBotEHadRNnRRjaP8+1v+jL4Mja/RdrBXTC6KafR7XRBsTchh3zN/s3KB/iPca9n9atzql4k93enxQ3jeiOKcme7utjU083TnXAgZ2EddQpLIhfS1vVcoRCjt46rlYdgmSxXe+kVLUoilNF3T0btkkWSTndzg+HTyiWUn4S7hBT8QpINMeRxilVpqTYApaiHCw6AHQNLkISFb/XKehMMNgJRrB3P4FnfhuYkezcMnccA2nhEYIJrFVHIrqAmbjUhrGM8nbAJbGlBvP8/+64X/8UsdZ2Wd0WCADrBl3G7/T9PF03gE0ApIrgF/5nmlYL/HZ/IsokuX+jEqqzhdg8B95bO4UQu6ddd/+XJdueKrct2F+7xk8miNC8vvp9SZBOB70Sn/OBur5+CF65qNk4fTK5xhh+bPhPM2DcKQUbpTEHJxeR+ZrDm1/pR/jSc4OzTSnpcg8Ssd7hHBGtGmIZhHB+3fvH7/jP+XhoEvEjYh03G43XNYFy1Kx5c5GpO9YulRxQ9PC9L3KlQMCzDXTiUwo3C/rUyOsKg2Aob4IES0DuDLdO4CWwn5dL/4Kx94vxWWgpvCChU7DeTliTblS1ylaw9MMjc9H0ZFib1KwMS98nbjDp1EdLAybKfpKpLtRR8PhpAjl97S6Lv7WplqIO+6rz4S8GQ0jvpepw3l0h2SKao1ujsiivDbk4Fnx50d0/GwyAo4ihZAEwi47GasZdeEnx7BMa/N+ipxlkEdtHTgQHJidx8MjwZJD5tTeuaUZVk5eoS2M0Ny1KMgy0UwInikKA8r1qsLPiQqik3yR6JvwDEAADZLO9J0iujTaFgYkNOVlXM5scxMyZGU4tNk+EJgDODTlFSHa/yEcIp6nIB6ZArL1+EjFEw3wpgukNezbjn1rXkFtx9/93T/g7/72b/H3f/9r/PY3v8V+2/Cnf/rH+Nf/yb/Cf/o//E+x/PwPzGlouz23K3BZbS7fbsDLi7WFF+S6793neJDf+Lyp1fXUSG9Lnccy7I35XRLROFeMw7QEJt0exS4UUxXBR3pt+j1sLGagdzQvTS2tGYjUBTWMb9e1xIRlqRZRoh1t29MGs8cVUFFwAtFmU9ZCoMK4vdwgXcBsXD21FBQitCZJQmo8QYASgzyy5bYJlkLYK6MWhVYDFmoJeWyVDoPvJKJbcloIoOHw0DCxsprT1DdcGFULoMUJry3ShouC2crWZ1l7sjXUnSvN7kW5/sXtVOZyB55lFIqTYEeqi93PgJXuNnyU3bZNHZOlJUApnyum77ytbrsyMy7XCy7rBetlwVIrhK1CGhNsg4gZtFSPpnLy6mrnHos0FeMsIqtGFxVlmdjIdoUA7sONFIW4vASZ485UnT/KikMIKE1fVXG7weaBkWbbvLNlM3jmjo7r5z1mLUmudzIykiKaglCYUEgH4MC2CRPp+YBxn7V9RBxFwZWI6gOcEmCunvCxtoXqgoEKxcE/S73qWNcFYP4EPfD77utj1FlhRdhlIajOGSYhYzTmhMs+nn1M+Gac+lh43ysG+E1EBm47QE0OAgiMr9N4yfxaYasiyMZ91LoOIApRXZkTNBpumI1t2jUud9TBuUf2TYKFh46eo3kej9Hcj/ZzAE00+7k4TpkAD8fzLMo06DjShDoV1AgACW4zps9zAGri+a+1+ihz09186GuOj4YvZ+/FNIB4O8eKD2lubk/X6rTZm0TZR9DebkujcdM5kmngY6OZYMUufhcr6tPBo+ltdGjch0cMSDSeie4Gw3KyjzuXOeY6fXwwTDiVzalJj6x2f05MChmLAbYgyzzoNHIwX5sHVilCMHZczXjS+WSieSkOBFGn3dtPEmavL7q7F6S5Ax/dXOBx6vZ7mQxEhdvkbtHkjc6Hv3MQdMe/PjmG5OfFvbuMii3hrM6J4LWE93VagKduiAHm073mPkrrCsfQ+fhO/NnxDnEvGeMWivGT+r1/mhK8GxOZ+i5+RAnUdKCGwZGtybzuSQgdnuPS8JUysdmNgKeiKFT7cO5Skptg7q2hd/ESm25QeTsNoAD+9u/+Hv/T/9n/HP/j/9H/5Pv74R/x2LcdAHC9rliWClBFwwLpwI6Gy/UZog297+h9zy4youXI4XcDwL8zcPw+soJhAPK0XwECYblUfHg5kmnGPWfw2fLkW1aboX1zZeJEzeclMEcbZhsMUOjdYkQsLW2OKCM3MNTlkxmxHG3xMroA0Emg5JX7ABhoEal0J+XLEcHEZkAWZ0vovmPkKUmVVoxUsyB8nu5DBKBPvA/ndcSvfF4w1nz8I2SKSoAUZGoy0qBeTa0Mo2X672hf/HHXfHvn9PB8XUZlMybz+PzCrmbUkHi/ixjvT0w0cjKEeJfUgmcL5dQf5JJBQ7fGHKvm3Oi4p93OACSLPCwgxG4wjXsBll4GgiqPDGZEitn9EfZZSmI3NFXVOZNtd7+jo6lVdDM6B0stiSpTkfKkImi9OWiEJAzmwpDuchz6BabLPj4GhGIRXRHVFUWbWL3Ub7f0oTBbZd/x3fv3ePfdB7x//4L3797jF7/4Kzxfr/j2u2/xm1//BlwYf/4v/xz/+j/5V/jnf/7PASLI3/8DUCtoqcBSXccq0L260+Viz2D/ntiApn33aqwydCMX5M4b09DdAHJhLDXfzwaXkdXaZn0PDJ0dROH5nV/LfJj2ecznzjrOAU7pYhFHrpMDzJDdgHbxe5dacVkWSNshTbCsK0SNYBki6O48U1Qq8yIDIOBde4fbvoGpoC7FOJDEuIykdxAB1aNeUYvx4xCwNyNMX0oBX4AL9SQCLmTl0QUymSea4uZkniJEb5gp8c++tyILhY3nj0sxri0SFL6g1sW4kRYn+RbB5tF8rd2MgJfLRHwLEBl4tpaCLh3Nd60NGJIcatNxYpFfrSVYHJtgRF59jlcspWApzgPGg5C5VEKtTt5NFp1bl4riVdaUOd+bSgFdKvhSUcsVIZkssmpx8uBqfCnd+K00gasCqk5+7fPc42gs+owqBoG9DQDBij0UJghbcQ6Il9jxcaNIaY7WyNABBqbNHJOT0/gZj4iSHl68R0Kn74ZhM/o1D21PH+vWb1jqahw9sOpZUWXNgBDfTPuoa+5NmZzjACbO/+R0jxkImD753mfF877vOKTmYXbiR/+Ff/wqqBV9Tsj5cz52aXmPhJIpiOo7mLpxlS0Vt51N7jFb0RQHl6zinaBrBXo3vTP5ok0sUjKCJrJtYnyEUwzLNNxkdUTue+/g5879ZVXBJKOFTp2RgPQc9fa4236Evo/QH6KsasfEHkkOZCQ9Ps2Ve3TM0T4BIJ7bOoNrmnP6vn/jJwdf2ml+xHzw6XOY6yoTt59Hwi7L4nyggr3tGWVbF6u+97/7r/6bH/fSfvwg8OjIRh56XDKsOsAXRuSge1hx5N3R0ZAX9MP9UmkyHSh7wqcqk0MWZ0fIMpGF386Etwdb20tmxj+OyT5Fj0g3RR5cE3EOz6CVOyaPO+go9GbgIKk9wsL+vuPgu907cq8fjxwNb0dWdonTaDLeBCNF4tFt6WjgCY0S9AAygT++b83u35FVjo7wscK31dwawlhl2eg4R0cbsjtovGJ4c+e2R5s/5XjkuH/smO+bE25uow7hFYdMDm7e4zhRj2HecWt3mEI4JPCkh7l2UJvTnI17xM8gszeOBEu1isp9oaxs13G8YCgjhTk8jI845f/Eh/QGMGPfd4h0cFEsl6ckG7XKMOa6sSvZAMSWxfgNoID0wAAsakMiN/gTJgYR43LxUvceppGwcqQdyAZmBfNiU57Zd1HgfDqU8oWj2to8z8/PdNwhdpLqUgEniI0dJwMn7cQ0anwOjuXWT8ZT/C6H+Utw0IhplNpWgAogKJDu9+dzeOMIEfaXsnWf7zWdGwie2d0QT5GbOhpzmvLgbfGI0ATzY/m3Y4Wred2e35ki39/Tqsu0qGZZQsOYSZ0wy/18hqBEythhEO/H1AwCf+mosKbkv8c1s2yP+RLtGEYLEaEQJa9XjnNWYrN7qSp0qnzK4tFH3hKrCuK9Wznnj8oAp5goN2jCwzVx7FFFMQcBiCvBMjkPphY8ak2AD+/f5w6qqEcru46P6Ix/81/9F/jf/5//j/gP4eBawOuCIgySDkjHtnfsaFirVZCqZKm1+7YB2LDfFH/1y1/iF7/4Bd6/fwHXBT/56iv8x//xv8R/+//4f+FXv/oV/uAPfo4//xd/jv/on/8ZfvaznxqPwbKAn58iNGNsEpmwAQK4IY8w6pHCJuOcGRE4VZ9JhUDk57FvDinQnIBb1cAouH3QHai+WIQlAiicN6ACPMpH0cF2yvMiRS7sED8kbFCv5BRRyOa0mzwoXLAuCy7rihsA4hfU9TL4NfaY0wbil+qRqczYtw3bbcPt1nBZY6OB0KVjbxYVVgCQcwRxZSgzmigqNSO1rsClLODr6pWn1OkUBI0ayEsiqAJRpyHFYYghQkbMl8WcVovysLQVDq44Nl4UG0aLQqqVsa4L6mLypHk6ZGsN29ZQikAXK6tdMBzKiGDqe4d0sxW6R9GEQxgAXm8NpQyXwrgGJcGjdVlwuSzGtePjKjr4N4LMO+8po0wE+7zgyuDLgvVywfL0DGIDtmyjgMF1sUqfvKPtAmEysKkM7qZYH0lLwQApQ9UiO7gsXvyCDroEMbemYzh4EdE5uF0TiOMCVvXI3eP9Puext3ao+sYn55bDrp7tTuDw8xxlE4eJCPI5bv1Q2CqpdpGcQ4DP6ZxLQbQ97hPtiTmSYNQrG6WxIRJ66McCA68ddntrb8zvsHHCUncF6u8EmK6E/z0DJuOYN3LzKyWoUeoPAM/pBJgL3jy/MQy/VIu+FMmoZioVVMwuDJ9CxNeTiEXjBViIsFEtZVRnECRdDLP5uQzZG/1hP2lquyZ4y1wegj8jZXXMudf7/NPGkdKnHe1+eBzsREK9rChmLNvlAhQUsx09irb3/fGco9lHmH25R+3Dvd3p1w3Cbo/mAnnUqU5nU87v8Yzj9xEAExZWvqnf81P8mU85fkTk0f2RzqmTa5lBGAgYEMiJfY7sL8W0yzGjjunk+J/qExMySoXPzzkIM6ST/ZrT9dFjGljxRU6hIM6KYzauwtiZgSMgw6YjTSTfZVqQh2vyHidnY3gp9lFuzk+fzRN4DjMP4kivSibSB7hA5NqTfedxMhIDtJolebxzLPpQPhnto9amUsbqkXksov083inOCQd69LBfElFCPSbbNJl+wHEqcz3aPT9Sj98Pkf1wDvy+jzt+gIdCd8y9EL4D9hmknYcwTb9QRGy30w03cWI1+57ARRGTy3KvMYgxu685HgFbX8KxrAuYKwCTN713bO8/gJmxrFYC2MLx3VjvO3ooWC4gMeJUafb39fqEbbcd5bpWLFzTV8cDoksFzHD2ijUmuCdDYIrOo3ktA2ZI87SjNjT1OA4kOWHUuxOPUdJTuvpyDRCBQSQQssgsW96xAxgtH2ACHYAZi6nKp4bMShETgtwVv4duUxhOCRDI9Lqx/nyO3evb6TyCgUj3E+24i0WnvqIE1OyY02emiJ9s3+n6u8fN308nhvFBlJsMx/vMcsNlxywHqeTjm6eRuet3eJdx4/nmh52I6XQ3qIlhFe8iZXI+RvlyuwUN/cwE9VCiKZPM5peOHjsfpq6GrEl9DFdDroOUPLoIcM4QQQBrCZqrgrRB1KP7FCmfHI5C6w2t9wct+fKO1jrkZUNHRyVgLYyn6xXsuY/77QO2DzfcXj7gw8t73F5u+PB+w7e//Rb7tuPp6Qlvv/oKT89P+Iu/+P9BRfDP/tkf4U//7E/wJ3/6x/jpNz/F5fpkFaWWikwBiwpuTvaMdJrVPp8jgFWHHszKbwRIG0ASMNZ88Be13Xdx3VKl6dyYKcz2rNv2ePLkZ3M0tINE4uDTDBqFMIl0QCB5dyJyppQCbB3MFcu6Wol5IqxLRUSE1rpgb802Doixe/rbdb3g6+dvAFHse8PLdsMmwLo+4e1XhMtywbouJmO6pu26LFYJzFKnLHqlbxv2/QXi4BKzwRELU1Zgk+YpTSOYytRMAdbVooeI6Mih5wA7k/MYrTUJo5mLk2gjdcpXXz0nMa2qRVpt24a97bisFUTqZe2LR2pan66XFeuywnBhRl2qpxApsC4TeCToTfLa5zdXFCrY9g37bs9clgXrxaKibtsNpRRcLivWi/cngNZ2iIr1IQEgATNQa0Wp1WSSb8gJcdrS7FVVw/ncu+BSFpDsIGFQKeA67FEiS0mPqAsTWwTqlt63LF6hLTYMXM+ejZ4A0sFuhz1wyiySDWAhi/h2Xf37cuB+1yM5VMKB98/zZ2QryNHPip8Bnpl+4LhpkoYzMZSCq44BNWA1wMGI9AuiYxH7SUTYPKI86AVCRwTRd8J0s4072b44f/e7Hg9s/8xCmZ8R4LWbMNFfEYsGIInIjybV0W81se160eWW8ZtNT2TCUosDrYoADUSA5vYg1wUQBRdN8EF8c1RULdU1/DjSBEvOh0CTpvLUC3c+k6kVdQC54MDj42NyBJt+P8fBRkkDxr/wrBnNDArvfY1oVZjNOxVaIGDwFDmonmoQzi2q5hONflBAJ/skgE8C+gSUZXQfAFWrhldiUzabEVkMdh9WjLmd7zl+ZSKTkcElOrmSv2+Z88ngET9YOMAD+19nUMedYag5nhRm7xAs5H8FZkJAlurNZwNmnGKqWgTr8GGoak7WaAfg+aIfnZy+e/pKv2pW3PD3PQNIbtCE2zd2pIcwVv8773N61vBN6O67qZn+3dFpO54/AQ7TpHn4XbqGjx6YHs4rjfGvlCZvJ9pOp78f3CpTxk4o7quCfhICB0nz4NxH8zSM51d2Se7PfeULT40BMMLyZ4M2xs/bGRF5CQrEedN76rQ7kSkcAVQBKdQy7DmfSYd5c0y1sUbcvWYILGbjdkjiOZ7OH5GE3lk5l5NoFw5c9NP4fabDdq0EtRasl2eU9Qld7DPjWog3EIg0aDMACQCgQK0LUAhSDADvInh6uoLAHpnV81xMRvkB31NYdARolNsk69sRoeWG2FT16G6uTVPo4eFfiHSXeS4ro7S2k0IwgK6S38c8DIN7VNowa0BJcVyyoxXz3AqZnoSiU0Rn3HeAG/FCevqJcU6shVxDGPcEH29VJrn0MTk5y4u4ItLFdLr+NSD4NTmc1zzQKYedj/h1akeGFUQfTH0aPylGys1MknGacFgo+NgMUXKZLNHOsRNu3a4OKEXbAoR20AmUpY8jJDt1bLSF4w9bA7Fhc5w9Xu2pmDEj2tG1AeI7qVM01vivgmvYAhH95PPXowvszN+jtfmPfJD3IweRuxqgtG/vsX14wbvf/gbf/ua32PfNssR6x7YJ3rx5gz/84z8EUcG27/j2N9/it7/+Dd68ecYf/bM/xJ/8yR/jJ9/8FJcnB46qg0ebp6cduihyneJvxeAsHB9lSRvAzu86DOmcu2r3U0yAzgT8nPVQ/N0egH35fHqwFsOG8WfOzmBSEPi8ZjbyT7WoNi7FwIwgmNUJG1Mn1w4uOQfTVccmCYo7Ox4dse8NDerpzZRkpL03iBrAESmHAWSZqDBwyb5yHrmQn0KeNuSkuFMGX++mmrtzcTJZmtc87y0Kw/lo2CuhecReqZxk18tSsV4uyT1jQaPsQ6aopaLUkiAbyGwSIsJlWQ/RsaV4Kqsal2hGi4igcQOLAb7Pb55RS8Vyq3h5uWHfWxat6UHkauENjmmSj83RzgsS53A8I617bH2oExB7BCqFP2AFJ5b1grJebf7GvgUGWKEUKVT2+fr8BCrVUxXDXrQ5wp6qXavp3d4EUd0uqkNGhE1UvoLrW3PoPHrBIyybfH7we96EeWj2KjDTJRw+jl+m747k6XZXmq6P7agAijK6bbrOzGrTAb2PeR4bmcBsf7lMDV9katdYK3PjP2pZfe8x5um47+z8j7/HRm5u3kw/XLM98MDGvB4f0cAsCZ7NEEOjKWPFz42oSyIYcEoLiPq06T9SfRVAoQBRkTYivI3qfWumGPlGJ1uhS5reN82luX8nre5rYxzWC7M7RocJde+7/OhRmydrTMXTfMyXVx8bPZqHhwi7033zHRxEptiE5TLMfBnR2odskdlmIsMqOJ49vfNYUlEoZLbH536230wejrlk7+k8mB+znX/g8XuJPALGpLP260CloaPyAsFRseDoOBJwTcFzcafDpLQFY9VX5jQMDSNZ5zBCP6aJMp4yBp0Ig6H+IHRCmc8KG4jVdJhKs90ciLMvMAIyBz/uFQru0494gGIgih+5/vByfv30Lhn2lsYdHa/L6XueaDq+Hi85fU/T96e/51/CkjuDR6+/0Kl98dEsZHlKEzu3m4YS/F6Y+5GCoY98F1/R+DrHGQNcnKXR4SX0/rUOtx2GVcybYXMPAT4LmKNw8s8A64OoCkEEUjqEKtvOv9ytg3j1SCeNtvRPHr9/3EPFiD+ZCV0AaYrejN+oS8PXP/0JLM1A0bqlGrz77h1+/gc/s/LMLjd6VxAVLFQ8k+NoUgVoFtEwqRhFjVMhvhPKtQ9ghMdHKlLcz9MsdEbEZ3l0/6ZDNXczYpPEkAADpkpS7sRu9Tx74fSISbKMAqJ6kI/zkw7mQMp0n9uT8RfrnRKY+L51Nmvy6dkR1ZCa+16Wp7KP4xRdM8yXSXYn6HtWzfGWk6yaSxmdlz5P4hWnWxwfjoOFoYqo8ARX5jjcx/4rpLBoLXNgNaqSnY7XMHQCjTZGyWxgAH6YM370pKvFJQWdbk5jlGbjJUTqoccptYJ1n0e4qhg9XuxG9j6VFbfAfEAt+iHeI9YHnAhzdi7/AzkidUVax942vNsbvvvNP+Dl3bdotxd8+O47vHx4ATPhzZsrnp+e8ebNgrdv32K9rvj22+/w63/4NX71V3+Ny7riD//oD/Af/fM/w0+/+QbLuiKdXILtHvM8d09pazmfPYrCl1oSXx/shJi38SYxA6b5HN9zADEOjt/NWBqbLfPtDqbD3Ibpued1qGPOxnwuToIMwEA6glUm8rQzispqCsA5e8R3jEfkNyGiCLooSARdrbz8tu9W3trBiebE3K01QA04Ks6fR0zJoUNQFGYstSY/HDmBdIdFE8j0WuIgkkUNANwUTGLgUCkgWBU0a0sUfPE0Os8i5GKpQrVYxO31ekEpBU12MCGjcC1KyWkmuqXpJZhQzMEvzoEZQK+lwwJEBbXUJMBWEZTOaQ9cr1fnVqKx2aTq/T7kjaXAWT9GdVNf7Zny0nuz1JeiI2Xa50Q6YjTpM9cbFnRXUUu11I95F0IHlk/TdXVZPOpimn8h9NTmIk9p7LmZB/KCQfA5ZE6ev6WX3x5RMiKDaPpzHpFy/NjSQK7XsUzp8N9Ymup9xByUIuPa9NHUskYKQhyF8DmbxRFlgQSJrLLfnELo8yBw7mMjMY9fDNFsH8c5h1dP9X9W5HPTJtjydN8xj4AoTDQAE53ad84IOOpLYE5nm8jzvVM07zFuPdffyZQ9hYHnQUVCYwO0t5EyyLnu7B97gY6D2RXi16OetHtseBLPn20qi4DOzJ3z2Jz+MnmA3DhPv+n1y77nONp3mi80rzmdXgyAnrEIHPyoc4TU7HOpeqRd+v5jrGb7KOlG8n6jb2zanO2q4/scMhMw2pNr9dA+n6mR/ZWfHTe+f5fj9wce4b4982cR1pm2+MF40LQZ5kWcZuzUwbYOfccmFpqv4hE6ekTYdHqG2T6EKI0Xz7KFZxMqjeFXgIa4n54+1GjgPA3Tip6UTu+fNngHwTbdV0/PeK2tMcMP1b3GV8lxEPd6qM9mKQIcCKWH5sBhFdDcHpoGkcZn53d89dCHv57f57CaD5OGhpQ/ddnD4+FEniem/zynTTiIMBTuCDXMOZD31Zy3qjgsbraMk9z9T+6jE/p9DGFHGlIH7pW5eYAb29GOwKS/vw/iLBkfIA39L+BQN0JfXm749t2O2w601tD2jtY3r8ZC2NsN23bDtm34za9/gz/+4z9Ca4L37z/g5eUGEcXz0zN+9s0ztpcbugjqyqjrCOMVNccCRKkE4Mou0f4YWwBmVNnnXMrU95aVYWeE0ox59pESmg6UWJUcZMrbMLaO0ZaHoYxlMAFbIKCU6+jLaFsYFw/SxmLmhAFEYiTLIaeimpdCwUMg4H7dT5M//4al1tDJgrHW+LnntXwyCqY5nseZdy2+T8OHs80mEqcxOBmemsbg2TA6Hf48FU0Hdjaq41I+kPSHrsDE1eS57zyRssb4Cg5toFiXTMMoOxlj5EaLfU7QiXswJUJ0l4xxzutpApHj3FSZQ05R6lLf/SKPtuhWHasFVwmNPqgRDamAKJnN68CRpHH5ZcidTzlEOm4vN7z/7rd49+1v8f67d/j13/8ddHvB83UFqeCrr97i6emKN2+u+MnXX2O9PuPD+/f45S9/hV/84pf45S//Grfbhv/+/+A/w5/82R/j53/4B+BlsZD51lzeV5sIdfHpHNFGDijN/HuxxlQx0ty8wamv4g0e9bVfYEplNvJOp012RynHVLnDuvFnnlPp4rv5nKPHCsDAowSFFUDvBiiVYiXp3YAWXwwSsoumSJFSjPOCKAmO925ztLUOYkJhS3vru1d48wgaLjVxuNC9XTtYLcqH19W4g6BGXiuCRgLtDHRCJzVuL4yuUXFKqmqy0KqTFQNbgGw3sRd6YXUAKaqOMWq1UveAR/CRZr8QWfEGEDydTZzc1u5bSwFX9igtT6t1R75WIw0f4JKiSDWwpzUsS8G6LhAVLG3Hvm9W2adbNCxU0YXRpIF2QCNVrTAYbJWiVEG1ouwN+76D6wKuDkT7XFb8/6n7t17btiw9EPpa632Mudbe+9ziHpGOTGdlpsvXso1ULlMuEEIlBG8gZCFe6wfAL0DwhKD+ADwggfxQQjwgqAJLICSgUIFkVVkyFtjYrsyIjHtmxuXc9l5zjtF746FdeutjzrX32hEn45zoEWevteYcl35pvV2+3i4YGQ3gHl/Oxwm77grzkFKDtvXmOfdB4ATCwYzXhhGKNPTtCBvkbl6QFkPhBXaSfuchWV652EN3mwGHvfUoPvK5NgrLJ37OKUD0MIFxUK8zYuKyigAtXAGEnBSEjhT59wpZnh3Hk6/lC+zP8OKbZK3Ji9cIXrn6K3wvkr7sPMTGmxhSjCF0OG0mmex615T8YFbtO7JE+TlXo4SATDZB7quJ/zGP7hWeXm7VkTvIQjrHc73+ALpAiuv/VlGZoKBP05foHtcXXeXS8T7JtW3gesTwgnIPO4pnuYc90QhXL1ySTTJ4uqtdYp6Mvr+yHuHPekzcP6YFEGK6MeTU49fffJ6BYnr4OvaE25LXoWODxnJgwRivPq/z1W3BOkrxMOBbe4K8W3Ff0LYMLSu9Mf2ddTf77oZe/7btMwOPghGlGM8JHo0JnGfPJypn4lB6z5vSHidDz/H8CH69P0v/JvPU9pnOpw5D8Z/b20ymU3jOn2GfJwBjgAfzu+jq3cdH2ygtiXHYXXler36XdK+9c5TimN/PhChBnefiIDMfbUSm3R+eHUI0cRmCeWLcmnd687twGLf/7czIl628rvN27c2M/zdfiKQJ2J+21v6MAKRMmPQO2Zu5fMNKLj/CZIwTD+97Z5SqCKpcy+Vdx3/zo44KNtIpQBq9l4oHI2pUTJJBpnV04Xl8Hx1u+6K0+/s7bEvBJx9/jE9e7rjsrCe+64Lnpzv80R9+B22/QPen/vfee+/hn/2zf6ku5FvTamSl4v1338VST/jmt76Bh+0ldgNpHJzxuVUPLeVZnnTyKIwdk/BTRi0kMLZzqSUpYsCswvh8j2fm5eh9t21YAC6pYhyNBLKYEzOqePNTZE9Oqtd7oQF3e1ZloEOKoCDnMnHPNfeIadASHARCA2GbBF/3vZQVT7H5ScpCjFmMrxxzkb2uSdrXE3G/5nR3UoAdRMcMCj/SBS+p6+Q08eboxwAW0TwMdKhkV7eQyz6nsYYABPKQpnHCeAWlO8+mNozECME/Yk3GWbgq9wogFVePjc7JK2zFdBxoAIknCdkZhY/Ur1cwscsOaR19a7GnPO+R4hwaPtP2Nnom7gnZQ+Z/IRnQa9pPf/ozfP/7P8DP//RP8PGHH2I/n9EuZ3zwwTv48le/jGf3J7z3zjuoldF6w+nuBCkrvvvP/jn+s3/0j/Fw3vCVr30Vf/Wv/VX89u98G+++9w54XRWE2NTor8uioBEIcG8kl/9B5+GOpn/f4v+K4rniMuT5UYOf9k66ZjwQUT7MvSqrVXZrgqsE8n5ra0ne2jNcSLrwsT4qbTa9ldlydtDYv2Jhni6DnS9YeWoHSUqpqKVhWRdUA4IgoqGF245927X7y4KFC6Q1NOsnEWFZK9Z1weW8xRw0yyUIEZwWzfHCxUPFBa0J0Al7IWDVZLhsIW47AVUsxR4j+smWz6iLQLYdvNozGSDucOXNp0JDzChyg/W+W7JhrXK47Ts2+6z1jt5U9pRSsJ4KylJRS8FmByW9NXRYKsswHIdHiOZShB66tFHF1fOqZDnWWkfvF7TWsFUFjSoXlFItpIxQlxXdvBbXuxW8LjihWggTW6VmjvRcDJNnRh/SevIuSp4qBiSqcT7SCrAQ+rajMFnYotGTgdbNQD9aEHKfywCfuKsOMdRGDU3035vPg3kdfSHw77CXxFRpGXILxp89KXva4zm0yfWc6dDyltwMHZavvhdxT5jkiXFLd550oddMoMj1rwcdV9+BAez4mEn/UR2H5vlIvYg3iHqdMPL4xyGuDsvrzA0dv7cxl8Fuw8zJc3EIIye3lK0XzJr30nPvwNmyg6kI3U49fDs6j/kxFdXG7nzenDNszW1KVH9M3jJ2JGTFYg+2gtNMmrWc82gAMUN3c71xBk5ofibnuR2AE8Gqp6dnS7IvJw/8GzaSXuQh/AjsQcefDgnJPz4CYvk5if6Q+I8aAzfsOLvyit69v+NpTTo8/H2Mv8ch36C06/68Fnf4JdqTwSMtU3/dhl3vCrVMkzcJ7qt7Z0XaBcwSybsmdRVGGem9DjDd6pkaBcccSEcAI/pMthj5CUwpJ40ivMd8uV6RZmKoNwADpOdMvczXRvjK4TMgYl2DQwBDqctKIeyaxwjlaDTl64475LFnZCV+ArH83enncdkf2W+Pt6SYTmuIeZ5ANz7DRItPfV0o2s5F+li/AJF8ilMstrtmMxe4OT31x5WolOBAvUQ6KNFwCA0glA2n/cdGQ4f3jPcORoO0F1xgZ6Z6nIdB0zlvDyIhG93cd7/+tu3qyXc63eH++T2Wu3ewLuayvzB+8uM7EAHr6aRJOldVjn/w3R/idH/CutxZwm0CcwVzwSefvgKohUIFIqBoVQsiLUDvgsoTj4fnFzBvHSYsXJPAhII38MR9bGurFeEeb2MN2HlBV9qhMjycYH1yN9d8CtGlm6I9hFpvPfoEWNWibvkkoHWA+DXeUJ00zwqjgOVOASBRsK6n5INx/WO5sohQxAyhiH75JQWeAHNd2YPBevP9iEp8V5cyWd4hmyvfn7amIamcfzOAfeyvOBvyv50vLZ4FsAx5F8BZBuYOfZLB42+NSoE8T6bSIL2HuzrfncKQVPdy7UOPym0+9WwGmH2eFXqj/eGCP5Yr+E3Q3Ij3B4DetpFHhQuWWlAqacl0QA30rqfzntuL2Kq0Pa5jfSHbH/3hd/Dl997Hw8OnqEz44Esf4P13X+BrX/0A775zj3a5YFlXEAPbw4af/OhH+N53foQ//M53sd6d8K/9/u/h9/71P8C3fvd30F++0sO3bQPEPG7qCTitChoxa96jMKKB2D/Zq2dvmuxaBYx+Xwuu9lop6VnK812v0g5Aq6p6tbbCc3gcJ0PRkrhPeoEceMO2uXvQlRoRjWgkd61kVV0RF0vv6JcLtvOOfdsgVkHT+XiHoHc9oOHCqNAk48xuOAGXV2e0JtguDfumVXyXumAhwh76HmMpjHWtqMuK83mLimBaU6qDqKMywNUMqcKQUkEbxbS3DtQi2Bb1cLp0YLsA3AAUoBRCXSrWZUWpVb2fmFBqA7NoyfujUQzzShLgcj5jqRW1mOcOCNu+4eH8CueHM+7u71AXrdQkEAVu3POoMLD50mj42LJUFGJItQpOh7XpUKBk3/cA39q+o3VRYAbA5XwJz9lSNKk5EaG1Xb2lTivu7u41TxAxlvtX4NOCcrdiZcvN5LTmOVwYlpS5WG7GBqKiEpb8zI9QygKQA0iW503GYVDzcEFOoYFAJH52vshFwsuLC6Htgr2NQ5tJz+/Di0Ew1PbPuzGzgWKqP6l3neWD6k2PL/wMIlXNE9Hwfz8onXInZVqkoQOXokmdw0pKRr3I8CrNYU6uU3m5d72+p/cknfSGjTnk0JtlxuvAqAx6UJKRoHwwl1pT/kWiwEocHpYBXN/yxBlmTZ6fuQ/+u7/VeRFKhxapNZCCAFSnX4oKyxrOKZaCwvpB5LmkBzAmYlUIyVJdmB4pMuv9gvBiyYfZrl++Xn0bIFCMK+Z43KgJ023WCU/ePKqHJkAS0Bx4qQnG3vf/CtTJxVKQj/VjtXm8L8zF8jPj6pluq4m4V/WYE0Fez8+aEfQA7va2o7ddw0WNLxKpPua61q/SngweXQkKmJJpYx/lUnNuhTLdLyIaBuFGKQ00llzpBjQbeoAXrpbPHhgdRTdFnJRhAhf80O1mVSgz4jv05CRytxCmTapj4CBYJQYz9NNzxZBaIot2T4rPxCSRlPBHgZnxLqRNNQFLvrkkvWhqzn1l9j4qRbUVH1Om3ww43AKO/F1uFMjh89e1MHT8vuCIb773Flg2dfzWu3D7+/6EcEFXgqfnyfy32LxmDy5xwceDaebhiZ+m+yNtjxDdplHvssX+040qX7eaTOtkv8besc9p9CMDuDp8utLptaMI+1tPG+lpy/draCIEXiruTys6VQh39CI49wa6bPjyV74CSYbo5dIgDxd887e+ZQlqd2zmfVQLgdeC88MDyuIkp2vHvWCJ4kW6xl0wnTBqS4pB05wYCg74xKorLNECoJkB38KIX+rgm85TPKzA4+hLMXIWNbK5ueBl44wKhjnXdvBbD2C7KgVQg07xEktMbAJdcSRJW68BlpkGaEEO80Jg7A9rLMAIM9PxFxHsNG9FlyWduyoPtEASYEXs8/YmheQNzQ3JAEZz53H72f4ZE9RibnDFDVa1BBAFnjCMOT/tdhp6fbcaSIqe9kUlQBPPETpGo/9+X3RbwDDvutjTbrQMT4vWmnpCpX3vHkdiwJiYLPBh92AOY+93Ajo1FCYLyTvIYIx+9r6jtw3uzaaeA/ZAMhq2KqAa1tYhBngNjVZ52P/8H/wDfPf733vtXH6RWq0FX/ryBzgtX8GL5/d47/13cLdUnFZNHrGfz9guF/Te8PFHH+J73/sh/viPv493330Hv/cHv4evf/3ruLu7x8PPPsT9s5POR4d6Gi3V8hz5YRsDu4XLFIYmryFHT9Soad3+czlue2Hvxp+MYFNumcHoTahNh1uWpOd4KOVy8dj8+qlSre3pPclnQXrm4RmuywhGNTZAaWRTXn6+XNT7pAu8So6mK/bns5GfVS2ri/K03rTqoIPCTChUAQJ2EWwGhAAwZdzKUEuHVlvzEu/mBRp5BrVSDoiwiQCdQKVCWkWvHXtv2PaGugs+6YrYUPF8Shomtq5Won5b0ftLEHrkHcnAboQyAwAJuGreJS2xLWjnzQx/xmlZwKyV0XrKpbTvDe3hAQ8PD7hsO87nCzy597I09WiykLmscqzriloGEOmAA8FySO1NwatXD2hNy4i/QxpS9umnL7GuC96jd8H394DlPlIAysrcE4N40TxOxMabOIx5KgVcKqgzNDm/cWoi3SZFDzmka9igkk/yLhHYAaBWlasR/khgKdjtoAQgA/HYStBrhUhNpdEj1E9zWHXzPDIvys/aXvwl22VTOmOy0EeTEYDLK9W1SREiQDR5PDC8Q0RgnmbK6wCY7PC8T0AnrUp1CiRKeX7rPcrLA76flG6aecyx5aDqfXgnlcLYXhP2l9fSx3BsKpPtWM36d7hiACDjo/FMs0Vme9FtlbQXSQI4bK2HAR/J5gVxgOwjKiZ7bwFihy5CoKGxIhUgKxJAPvEeMgZ0kwPOJ2opUNBcwcLp8EvGgbPrupEAHkP/dbscdq0c5yMeOc+/z/3NIRGGLnF7yOp5aheT28pdq1fC+0aUaJRCB8v9c3uIjNeLycluVX7J5OARuHM6ba3pexKdTCF/AtSi+8a9somA4pUHCaNA0lvZU/OFnr5nohQbK5vNL7aH/I7Poj09bM06d9gq0Q8/xYRlFgdp4kAHL3SKJPI0eiMe7nmx6G0P8ysUWAyCDsYWusx4hz5UhcVYjONkHUbif/oCe7UkjL7J2M1pzNeP9cSKDobNhvjbWD3J1VcOTEyAWyWsXRmP90hXOycxu+HBdOiLu1VNCptPyuG6ScPzX20SB3ex5+T3HN75VBqW43tufBdE9djiIIyQN7xsTu7jxovPX76fnErt18I2hbkE7JirARpJTK3TSUbp1bV8gLEKyNJk0I0uZOYmyfDzPTH3WfvUb3/+hDZG/AVq5vpe1nugQ5Nibxsulw13dyte7WKKMaHWiuW0YFkWnF99AoaVAuYKAaNwjYSkcNDGTiZ6F+x70UoxyVbuoolR/W8F58ydF8oPOxuIE8AAUJwrynDxh4gaF/D8tyMkTvlnA9MlTv2CR4mDR6YoM0JZRTev0W7/hFKntFqKXNmEegqt3ihR4SF4jl7I6drBe+PDuUn+hTS/iCkpYw9oEtkA4K/YJd36cDzcBdJhnxPtyCFPukSJJ9LNl83jeU0b3jje7+sd4p5KlOXI1aXzfdJ2WGrKuUOHuRy/9/hNutOMK3qa96t4yM+tcQiPR3a28A0C5DzkbPAW6wSxVsHrMJBL18/HO49NZWulYpWOoPBm18TEbfMk2l4lcMyds8yH8zlCcX4T2rd+61v43d/9izitFbWqQfXwySdoW8OL5/e4f/99/OwnP8FPvv8D/PiHP8RPf/ZzvPf+B/j9v/T7+Po3vo5nz56DLak/yqILWyqwLAYQiXoRAfqZVzUjsuqEqgAr3plkdySwdhln+8DBH4HlCUv7yWk7ewcRaT+Ih6cSML7PrYkCPa17UgzrHw+QaygQNg7/z/72vIJMAZr1pjyORPSQwI2EwqiJXlV5PqNxQbPkgh2CJhrKRcWBIEsOXSsWACwNDMG2bRGyVgqjFvUCktYhraGUxWSD6bKtK0ZlocvshlYn9MKoHRpdJwXU3DjrqIsmt4Z5gpCtiYaJVTAxWtvg+90LLBCJ4XYKBJRSUFkrrtVSURbdR60tWNcFpRY8e/5cn8NA3z2PngK+54uCRxrCd4HYuHtfDNzVkt/e3HPJQUhmoFZGbwWNCXLpOO8bWttxPnfse8edNDADrQkuD1r0oiwFd/d3KOsCLrb/TT0iVi9b2Jg9LNoBcvVkrOido8KRe4s4bau80eMPitwBAMAGWHvRkBEGF4aq2zm2d9SecfDcDmDMENVrSfMstW6JsmUCqz7vxsyo7CFGJkU8tM68j93LOXuTznYGoECf2FTREFMHnZlAKtJEE9nH5+Rgzbhy0k+dRR1NCJf5MHk3/e3Pvj12BzGm5OWTET47NWSDV1Uu7yMh02B+oYMNPfiKe2a67mG6QQq9n735WKtpoocO2Lp7lxj/Jy2u4TyCHNjyCnCWT1BJ3EJOPbG7g002BoKZjBCwOVeEBx4RGgRz0Re9tqfciA66uXdztmt8TgPf6geakqw5PKKnxMvzz6FLznQyKiEC6kF5pIds2sXehYAKgcDT9df3OmOalOfQiIemJGN8GZsYv1zN6RE8jFXyfsrw6DYuaGnWdJ41txibjJGkUz1BqX1Cezp4ZL225Q9bwr0pIpYvmAXHYISGoTO4iv7u+kPMCgF765YIkO3Q2q6FTxKiPKlOgxvZRgjdkyIeGAMwhd8QMYT1tMI3hO+LcE9zwrBhdesJXynH2nofISCxSWwMg0zefvFi4+EGB7WnIgEQkwFliogqZ0kp87UIzhwTg/QHZi0w7dijAMwC5U35hZ4qO/M4kH6X9DdNgzbue+MFx03+2PsOwmQCwqa+zP1RpLrYDLgwluna2bVTTA+e3VaPTMEfN6PmOUF2HiPNP0O2eQI/uooMuDkNMq+57+3uytE0ls+3ee6ebW+ROLPWJU4FW7voNDCDmHHZdgCEl68uuL+/A6V8P1QIZWfDUrUSHTWy/Grq7tmLVSzLjJ181YNDBptrYSxJqJkkBLZQEfcM82fqiQYAdvB5zL+iDXsIosGbuosOEJOd1Poim3DvHaAOgoeQMIiqGh2uAGVBTnGma03itdP85zK1WcG81YweKb0mPSlAHY+QeVob+99PrST96+EyIYspbQviaV9pO3hmXmmst1+vz5TrCYrHWFhgevT8rD6+kbEexGVSNsc9s5IVrMgHSi45OS570p610k3qDQSjESADWY5HTIcN9h/5KIcw1ZPWLiA23YA114t0S6TbOrZ91xCKlK/LkwIPlO2LwXOe2t59/x2cnq+ohSC9Ye87hDVB8M8//Dk+/PgjfO+PvoNf/PSnAIAvfePL+NZvfQsffO198KlgY/OC4KJhWl0nWPoOzzlIXrnoeLLocjC2ZApno24HSQW4GPiUiT5r1OTPyUo+9O+a8nJFPkDMYXKAAl5udPfBDyN34pWekbtESScxTyMZ74sKu8lor0sFxCmWhtEF9WQpe0HbrfJZb+jNPUWMF7MeNBCTerG0DmCDA0tajayqWmWVL1X8q4yhRgA1eHyznuFpAmI1/HRcwqoDs6jhVxhYl4LOQMeo7uXlnlHFvEMqLDNSWrJxAEtsVdeWop4/bEYgExYLg+sQ3N2d4AcK++YwSNKbCeH1GZ6AQSZHJULQ247euoV4wLymKqg1DSO0SnetCfYd6IvO2QhdAtZ1wd39HVAWTaJdHEA7eINckQwFaKihVwI0rWvXAZB4VUekPeGeNSrH1OuMrPobj8gGUY/IHL0drFSG10JS78bWE4R9MgCOz78pvbEBlIgUCa218MSZu0qTGBofu3Fu1JME3PVQ06RgplknLMXr6InFmE3SBynm+Z0k7Rsaxb1He17BnWu9Ru+Y9W9BFlVJ17cbRioBuxeSbNwbikWEXQ0Z7/piNzlPRb2nFNwZI+6qkKke6zqB50ck50PjoJvMQ5xsLZ3PaZ4xCq/oWR3KtsAAaQBM/X6sOSA2bOJ5DWYzZn7+0GXGmuu9poMTDrQw9t+0ZpLX17EKm66eO5N0Kww+lHXVGIcMDXTS0pwGyEMAb83RbQbh2vmkkYedqPd0kXEGROOavN/2reEP/9Uf33zH27Qng0fkHSNPx0nxmYiYcB3Di4Rebkq7D+OhUk5mwL44zSZAlc0kaK0jGqrM5jKriFrkJrJN2AMokWBMOc+LEpcqsjXcvke/2A0Y99QRAH0saxCgbzhXqq9mTq54WEZIpwked8CV/8OHcAtoYkszJ7cf6aXBl5N3BA63eQgWgAN3mMeRNg+u3u3f0eEZMv3Q+XyiBM2bKwNHB3AjFNGpf4cuPCkJr+gJ6fHS4CiHkLbcDwdyjoLG+nstgGhmktPj5HhlYq+Tmm/f+/uHAI5vxlYIZT2ztsy689gGozTQVlSBdCAlA7Gfb2MteywC8mozpUBzX1pFGg8fghob277jsnfcUUHreipdraQyEyCXZsK1BO9qXZOl9qDD5NlhtBUFARJPUJflZrLbjAyokgoT7OExRgxpu/ZTxHIPZVoyIXBgKpIVMozE3CAKZSDC5qyaGYnnKxiCFXAeGsMIgXf9Vnu354LwPkxkcb3nXEJMRBzGgfiSjnApJIXsIGxl6u3t915RaR6EK60Tqz3sn+mn7eHjVsZxpOPLHNNvx67wpIdj7gcPmG9X94R59+vb0hviGXNvhps2UzHW1q47ftX0nt68GtoA2GZ25x12bUUVNx2WuXNDvRE0VacA5upNJru7jNxR3YsEWEjC7JU8de03phEJtrapR13bgb5b5Tzghz/6If7oP/9DfPLxh1jXBV/5ylfwzd/6Br70lS9jOS3YuUOwR8L6wjbXvUdejVFJDRgJpg0cbjz2oya7GHKgNPOo4NDdYh943ffwsEDoZ/ZH+s9kvZ+oAxpP6+Fk2ZrOIWvTdx1e/IgcDMv7MisszCOvEiTGHykJiUBFw7QI5i1iHh8AIB6+lcL5tdS9YGw/sopkjCoFpZ3RLh0bC0rRBLaFABcqZGmmYF4/Hpa52Jlk793gC4THndDgzyBYxTTNpbOUgl26esUyobKA0dD2M6TvmteH1CvVjRAR1cmZCcXBrcIoxaqqQUCkeYxKLahrgUBQK2Opa+SjcV61bZYUmot6ucb/lBd7iFNwJZNhAsJmIW1gRlk0Fxdd1HNpbx37pWPbBFrsTfMBggR9B/qlQzb1TuvcNMSjaOW4UsuonJZpjob83422dP0NsCGXobo/qEO9phwfcwBDlE+JqAeTgm72jtbR92a5BdmASAcF3PNryEm2RMYaBerGuieffjMH/nU0z2/kOmsXCa8jglfxS4fexovjUNP+EQy5fRDPB9WfELrka3uWD0Xl8Pe1HEoYQvwSLONReeE6ka+Z0/6kaMSvHsI134+hr/j9SbfInlBKG9nrl0IfJfvHAbj4ftJLZpDK8wgCAPdhlwMYoVzGU1VU0ABemMC1mjmjoZbO3w1HxZAFZDwt5eoxcZ9Fg8/5Mdm3XTHNnOs65N8JMKwd12X8cN1oK+kT473jnuxZ/vbtqMiNie5p3T0B+NDbjAaAiR71ESP0+fhl8Im03E871PNrH7/EoxeYGcU9iK0L6pBT0PYN3//Oj978vje0t8p55D8DNTtssLwGThg+gRIKN43FkbFxPYZS9aER05ibL5VnXJ80eKJ0zXw9wQ0TtgoCHc7gyVwKlaHfNo5GP+ZV4xTX75AC13w0gRTTiMmrKT4NvShmLNwWa0nPygmLJf1dUt+C79DB80dGJ3N/jKnF+PgYIuHPS/e5okkcCsLoVJ6f9Hv0fWauT7IEHNTy6i2xE9IjiFRh5bwYh50m1uepyXxN9DETMqU+05jvdjhZ9WvjHkl2tM7N5KmSrg8maj+vmIMzmkCYhkKSr8kus/EIFwDOoL1PxzFfSXzft3pteBwlD5oZ3vo8m9Ltuqzgqixt3za8evUK73/wvuaVIgdjOu7u7lBqxauXr8DM2C6af+F0WlDXBb011L2hiMV6c8EmhL5Z7LB4RZ/Be3izKhpFS6kS3EAGIIh8RjG1pJ/RAW4O4ymMmSSsROxU1zmE3U/uuUbGcwgaNKxBYOpxJeiini8hBNHgOZckeLIqv6FJAImujEf7Jd5nZwk3BKU3VxmHwu3/GO2l195iC91DiY/VOrtmv/OpnVt6UN7qLrdDfguOhxpz3wmhUkmb+W9+cbDizO9MoXMNg5LUpJz35ag8zspJftcI+PJ/b4ze6GHOX5QN5Nc06ZAGkGhYR8cChoTiqHsAkUMly/g4PiIrty07CB3djCcBoPkBrZuJZyW1IK2o0U3wyifIjC9QO5/PuJwvOJ0WUzIFL1++wsOrl/juH38f3/vj7+Ev/u638Vvf+iaev3iOd997D6e7kybsZKugaEZesnaHYRGTJtAEK20QOSdPNiAdnjAgy8hrtJpXkJNjgDNlyDjfr5PMgSWsZvVAcn3Fw9PyHrlc9Dl7SwCS9tnBj1YrKqdnieg1+64/STQ0b10MQNuBUsGrYN93rRjGjLJWVOMKvW3Yu1X4a+ptWbjYwWBBLQCvDJEG6oLLtoNKwRLDbajnV7j0Da128Mlwr7ajyw4wY7mr4AcCVQFYNNQq5UPa2gWtCRoBDVpCvgnQIBq+a/qsJ4SXShFCdlcLTivApWG/PGAXwbIuWNY7LFztALVjbw0EwlI0Af1aWVNg7Tu2ywOWdcX9/YJSdZlLs/3IO+7un2t4WujniFA8hqZiKGQhLkZPBYylOHil10gT8N2KS1egZV1WLHcFS1/xsgn2Dux7w8NDw/agHLWK4pjbpWN/CTzsGz756cc4rQvoxR2eP38Broz17oT1tKKUat6iBaWcVGcnQIiwdUHbNjQB6juLkrnxbjb4rnUBi4XLZFBSxnZSjwvVbcWLp7SO1pt6cTBbSOeQu1wIIpbXUAgsjIYWz478MdIfDRv+tTez4zT9mVeBEzAxalWPJMWls96I2K+hAeZ9nvlDNnDE0oFMYUn+/W1vLFWjlZdd6buuWds78s+jcX/rwcqLtS/DCQHTM3UpaeTESaBIZrvRI1FHBmKvZur9z1ECZMnH/SZCKtkaNsNUvS3yViLJQQc1kg6Vh510krPxBpDyZ/VKtDs6IqTOQ54EZCnrKAGiST1zXZAwzVlgAkPBg0dXjP7LeJLvO5Jp/jNoOH7TfRUAEny97b5J9ySb85ur/+bmdo//OT4+gIG2nvOt2rugj0yTSc8h8+qnMXdv7pf9cJ4SX4yBBl8jy+WU149u7aNfvj09bA0I5dd7PU7Ex6IduzXc2TDQwaZJxLIniNKb3u9J2/LieDgD0TC3Jnes9CB3DczPGAAJQLBEYqwnDHvrg/89MrFE5l6bhE5k/n/E4rnyNJk8e/Ln/vHIkyMwN9lH2k0CcOn3mHC68hTJimBws/T5LY5u/wRf6+Pe47huvvNXbAMaf/vm9Kt/vN29rry6guzMgDCY1mGsHTIqGCXmEHlvrA+lcBikIsYcDEQogFWq2MyFMq/9mHcX5COQc3TT9153phZMJc2LtGTgK02rkShobR95SMQPrAn1M2JCv2ojMkOhd1weHrDvO4gIL168wMcffYwX77zA3f0JREDbNUH2i2XBsi5YlwX7vqP1C1rruFtP+OijD1FpKJIggJqeGO7nhrpULMuis9W1Gk8zBUFPLDlOknvv6JsrCNZf+7c1oJQ+XN57sypAer0D6iAN69FQtA7hpgoqe8hZSgTowg1kobXznlS+5yegnrhYQUE9DSdz+VFw2MvQZm5PQqpUe2MCN0rB+juQeEgW9A5qTNpNaO2YwPDZt+ZxRbD5vg6gV+eTDuzTbWrABbDTe+Jn+fqnkHcS/Dn3USg0PY3TOyF6RCDY4GDM1bCSojrC2XKH+lXodEjjWzz3KcpJXCq297vl9Ni0PzLWhkXQaa5cknRGNLHQSksWK7mghpOOAQgq8/UkXJNwFwi6OZmMijG7h2L+BrWvf/1rEOk4Xy5gElxefop/8c//Bf75P/vnqBD8G3/rb+C3v/0tvPPuCzBriE9MpBkLhQsKVRVBRKl4gtGteb3AjVX/z8+CBAB6RDkFou1TWRelU8+R5PuxtVmxyt/1DrVATB/qbXzHANyQ9ve0NvaC71XPfQL1sJy8ikJn65jyM0FmryU7TS1F9NrQB3XgnsMi07+CAwX1VNCLhlP1JoD08MxxTxUCg2tF23fzDCrq8WP5ursILr3h7m7Fup6wrovmQkIKqTN97GIhW1mZz41IPZ4WCFpTHbUuVcPjUhGPZVlxf3+HWisATTRPm+Zount2j/tnd1iXBa03fPzJJ7jsO4gZre8oUM/c02lFYcL9s+cjJM5XmVR21WUBAIgsKIvmc1pqwalqdbRcgZlI3w8mNPNw7ehgPbXRpWJN1EtEoK5hax9/3PDT5WfYtg2vXgr2M/CLu5fgE+O+vIfT/b3mKbRE3FwKqC7gdcWy3OHltpuXKkeqi1IY51evsK6reh4bAFQsbBsQcJGRh6h5RdvRWt/B7QL3uiwM1IU0D0zX1BqtC3oTlKVjKQvqqQRg0HvH+XxB23fV+0nDI/cuIK443Z3weTcP1RzWra5TrQVrLeBaQJOHoF1qPF31hnGIGPpKaj4f3hRwuGEnJIN9Olh4QgvgaLxx9IdmACQ3opD+Ux/9kLV39WmXOIhX/nirW65ji+iNNPEsY5Fd/W9zX7wPDi6KHwKkQ8GjcuLe1u5pqM28INN8mHJioDlGbjQzA0I/SvaEinhBBcBLDZvXwxg1lcPsmJDtcLdfR2hWfGrXzvPnCfcHsISY4xzeFfMvPmkS8+26VraxcJjjGWx5fVPsRcy7MSbUTN0Bmr2WPA3rcF+Zq/QiIvD8a0/XaYaOb9LuSi9Wvuz5ygxAY4qQxC4Syfx/1fbWnkde9Uvy520YLxll9ARq4kaxKaXuCXQMmNF9MjL+HxXeiRm4wQX4nh7PuNVvuPozFKBIFDbBx7p3hTquPVXGM/0/sn66XsTGNOTQGfc28lcGfGjGFLly4EaHAF0a4qQ9xncYoTOXG0zmtU1SvOWbmHRWvoIpemfHD4DGaabfl973K7cwDm99+ZTnXwusaLmvV+BbGucE6Ems1WPddU7jCQk1tMpWUV7DOMjCNUNwjeRzruDFS2jck08Jch/zfo3vYj/efr+6ckucQvTuuWC+YAaczVEpFYIdnRmn02pJQStevXyJH37/R/jwww/x0Ucf4aMPP8Lf+y//PQDA1jru75+h1orL+YKXr17ifL6gnE6QojnRIIDnM6RinkFm+6CoDoqNngABAABJREFUQbFaXgkR0RLtADp3lLuqYIzzi5DcAJOg7TsEmlBzeAKaXebeLqRD7MZLe2+aSJs8pGgOpfQ1HaC2xcILQOZ1qf8TC00aNE11AXmOCZgbf5cRGqMvAfVmc2JJa11h8+dQXBp9ivCK7Fk69BZ9FAGCU1ClX0fx/FnwtcS/KJKc62CbzReM5iOyxiO3XsP2PGTuWp7kPw5KZ08gHkJtvObZEJtzGfffAPwHKJU+dJ79CN+4Ao5c8Qnl7ml8srtM64LOVvzCdRfxRLEtioDCFC5/h3uydTNMh4KosCYEGs5CAmaxSjw6rtZ3MBXLBUeKe0jD/+Df//fxcD4/of9fnLa3hvv75/j5z3+G733nu/jjP/oj/OlPfohvffMb+Ct/+ffx27/9LUAaWrOS5vtuYQXqBclklRphc+clymPvhHaqL6yWSJsL4pSlt5GkGpiMmvg7PnMZSwdZTzjKGkCMMWmSYewySqizoyvmDdXEIza1medGPL+Y7pTHB+jvFUM+d9EcTdJtTO4FEYPR3wtDWotcb55HUDMVEGotqCDspGFd0glYCk7MUeZYegf6DiorWmvYdwsZs3DK3gWXVxdslwvqacWyrlgN7FG3F00C7+FBjA4mUYewYkadrR2RxB5b1hUgNTLXtaIuxUARnZN1LTq9YvmD9qYeNYVRqyaMrrUA2xh75FEELKSbUZeKu9MdLg87GkTTaVmuJO4FpVVbEwUwq4FYtSzgVUMpheZKP6V4uInSnRebIOnqqA5RjBLqUPbpxwLpF7BHMhZgu1xwfnjA2t9BLQq0nE4LSl1ApVjomFbdWmlVL143kkgThRdW0E8P+0yp7xSymAAUFnBrYFIgKPPZDEiIdGy7dvpUaN476YbWtJpfhPf3fhPIF+lRTezzbm74q3wcOZAAQFq/AbxI0jPpJmAUtmDelW7kZ/k4Gf/wf0JO5Gc91tyGmUGKx64djgQE3Lynp88cJAhQKI019+sIPE5eRj6+w3vCoWEa95v775E/zkzH3/k61TocxHFb1+eK4Sr8sGvExtEsZLzUqlE5fgF0r2sASpveRQRwnWlE9UxO63M9Nqe5nG8ICZzzOWwRVo2Yp0w7Xf8BOwBenB7ebNreakHzt2zqRMdPATfHuMe1DhgJumYR6aMSmh5QjKTnzYDtx96VpDYAtYGYS+LJKRm+VTjctl8zeDQUjFlvJVcMJyRHOw2YQp1DruJxs1J9U5fPhvBh8tTVLm1mAEewRwD1DMhuhPYFkaATo7zGEO6m+NOR8I2AFHUfdg/sfTFOJ+AIudCejlcagHaDMARim6ZH6dXwgngqSCTHNbF5v8mkCFHL+zEmLDZaStf4xie2k07r2+uAo0AYnzCGg+d99PVJN99ojwFGb7reL+V+fU02lNPfHjwkNDzh+Jgwl2ah4Z51HaRE5Uwla95B9AdgkdJnvi7TMshYQ5HwrJD07+gHVBkDgTujoQ/7lq6v/zybzTLO57Mq/YBVRuv4V//yX+H/9n/9j/GjP/0BHraXIGG8c/oAf/mv/RV8+ctfxqeffIoXL55hWRa01s1AcIV+7LlSCvZivr6mNEcZTwOTVGkE4Ia2ENrDjoYzxASBPmtBLaeRFF06PAeRiOaCgEB9+qEeiCqvOhgvASIVErSCyU65hRFcyBQdXyKvVAn0af+rYuyCxS5uDGYZwpPUCGU/QkmhrRSZPDAbmakJMPJ7YAj+OeTSfl6BVId1vvH5zL+9TogrrkPJZQft9CYQVXvmUAKeBqxgKBDGX/PJ63xK5vPsYjxbJ4BQ81+AljYX54MVpanh7j1kXISS9wb04ZWjhzYjl1AGj3+pptnj40/lUYcnuqJlfajuik4w/qeKYrcTa89v5ErTslSUeoKggHrTvQj1PqvYhwL/G9Z+/KOf4P/N/xQ/+fGP8clHH2GtBX/jb/4t/PW//ge4Wysur16ZB4CuWakMrloNki3niivIpRZz0aoz2Gg8yWlngEl2jSUrH/RvII1f93BJ+p2MjfbIId70Yrb3mOcORFSrJNMnHLjKfR0CMv1Ohpgf9n9YJ3ALR5Mg9479shkw2UfXndbJjCHpCozkMbDxTyiGU0oFRPP/sBDKtmPbzgrmdUHfCOV0wiIAt6bTLarw77WBmXE6nbCsC8iKIMDyHAmp5xTVAmoN1Mx7njSQqt0wDIgZy7KarKgobHn3QCgGmrR9j4qKTVTHKIsn+ba0CExYTyf1NK0JTITppESjslYYW54kV718OgDuRfMJtYYFBKpaBc69EpqIAXCC03qCEEeOKV0zF0QC8fBCI8fege0BWCrw7nPg2XPg3XdPePHiBZ7dP8Pp7g510fxM4jzV5ORlb6jraegxZOHNztMdMLpSF52+VXdQtdXnyFof1dGarbX2oMZ2Cy+Erl5WTTQsLozhDNol+pPesV0u+LxbrdUALgtvJ6/CZZ5VraEW0lBSDPABcPVigEe3QAxvk1wydjGxlGlttEhDsUM6ivtlotHhrPCILYM85/r35Bl8dYvvS8O7Te4WVj7i+cXGI+YnjL7x1L/x+tGHCcSyuejASB0ADFrHtd5D6cPHZGK8EmmtoDqI068YTyXLgxoQzRPF7GPYyTjMHPEPGYQM0UQjD7Efgo7rdN/u2/5oh1wuiqglnWfvyTbyrf4zxTy5LMnvjDH49dbXK5CQdAqO1Obg6FRyJ63nMXWviFaJW+9WhF7ZlVYL16BLhoYF761Bmliuu9Gj3hXgbvvnAh6NrmSmMXooaXZhhKmGlRssvqiuCocnRGYoaYUCcDlQaijv5Iv3OLkcEXC/n4jQHJ04KFxOlOLV07zfRuzo41nGFh7dTHpy3yGiJ603t4JT6i2j3xKHxzVhZ9x6oYzn5KWZwJ7XNDc889/p9usOv6HdAo7eZl/7fFz14Ynvzy3lexrPeEofjs+AKs0it7uQ18gpJ9ZugIeeCO74ECKKKsnukdYTeCTp2dMwaCwdYZx6uNeHKzN07LYMENT38fBdIVUqOAEjMci3nP8/p9aboNNmeV45lGJixieffIq/+tf+Cv6LH/xb+JM/+Qn+5f/vX+Ev/s7voveOL33pA3z04YfYtw2lFKynFdI71rs789KhtGzDI9L3InsuEgwx2S0bORFQQoip4umhaJCG3s+mOHR00eo0HXbKIKQn5rsA0FNlAsCkx7NMNZKWZgrOqpL+0dHR0HtD7xuABi6IMq3SCeKAi9/cdvUwU7c3EImWCgdHEYOwQbqAUkjVCA/WCfDEx/6CcYKXXNQPgEo8/6k84ooHujeoe8vss5EKAClX3ZA7lK4RrbCEocjIoZuv5aNy42sBfOON71wptt1n+Q8owgYROfPEPBHGyUMEHMa/rokKBC14nSvFhNb2x/scPTIjDclT5SlxwokdxAkpNEylk3l+dF+bDjcAHTzqkYgfRj4UomynikOE3G9M++53/hjnVw8QEXz961/Dv/Y738aXv/I+agEeHl7inefPse+bGijmOVKWqoAGKQdxT68S+8vaUQ4AmlOo2meU/nPASGBhbsm7Z/GcR0kzNsU31pXG2uhPQZTK9etdHrpHTXgHpdB2z2U0yUhMulc8P4QZjc+8S72jtxYeHESaj8cNTsCUZfO8iceaAVdTxcwqFaVqviC/t7UNuz2jAxrCRcDlskUieZCCnv1uxd2zO9RaNJS0C5rsOp2FUCsDqOibglka1lzA3CyNo3u4+F4Wq3DEIWtoMt7td9ZxExO4Mu7v73F3d8KyrnofE9Z1AdDVg5YArSykj+kQbBZKFykYyGVdAgagBzOtab5AXipOtGolU6ih0nZdixNO5mU1jHchRiMCix6giEUiLgVRCr4ycH8PvPvuM7z33gs8f+8dnF48x3JSz6KtNdDeUOoIlWv7jrJoCB1ZjiIP4+miXrVomuOPnfFm689lks95pkUrYU5W4GKXAwA5NTHvAc39BPEExnAbOPSH0u1ZXwDPoy7Abvnn2Mu8F/Os610Ld3TNiTTCv3gCIUB62NmOexVI9oxPvdHhVN3KGrmszR+Nv2964R7asMMEkkKs3dbz54zDIvvHIgEkxuhy059K8SO3KwDJaKx31dXDdoXZPLmowNRxQj7bGiDEbXrL9pxMUyiTHRrPCz1xzKjE3zpXxO7fqrKG2L3P9e+jk8P49daC3O731dBdZkAg4jHVBJClfSBGo6Q3hg3uuoPZLb2DnT4S8HOrZ0dV8LHehshBpstbACnN9heG3kKJBx7p8LpfFD3pHVqV1hjI8IIaLOyWs0533k0a/h86FKVxewXJz6C9Vc4jzzw+th5NhOyKK0L/TxvQlPRrMh5z4Carb/C48ggc9ZjBeDblRUxdoiMzs36G0WCopytZcYrhJxzet9CPZHwnj+fLOLZxAny4OO/mpERM4UWPPt87ln8CM1HNgz+y5/jEafd4bwiA28+bduOkEN7Yko8fN7y+TZceJ0Oe/qibFp0/9gmLiCTExF99/f6JyR7uD3pJwlBudcPmMnaBlfnO19zE9VJ38omNuzEKckiO02R6zlFIGwMi0iozgf0lxeDzbtIFUgS1LhAR7NuGrXe8eMH49u98G3d3J7z77rv48Y9+DHTGsiz4rd/6FmCKvDNTJg2KqlwM7B7eGxpupRp7Fs7hmows5LRpdUok/p4VmmZTO07K3ZW1d0Ix13yRAmb10mhtnzxtyKuc2T4Om8xeqkZnN/CoAS5QDoqz9sieJBaA1in6G+F2h0x9ruQoryoYoAxbnLXAc6LEWInRLRHr9Y7zZ8+JxF0pfFozPhjP71f8I7O4BJumKw4yg2BJM3dAWtpgyCZHeo+kW2elZ3yfN70/awC7hA7pAyCKPTcNJitzc/iI7/2hAPtz3jSPdp8McnVZfIPzpluGXKTE1Dxvm+fIcJd75mRcSjfjy/dQfguFbP5NbL/4xUf4g9//PXz5yx/gG1//Kr7+1S+jFKDtZ9RSsZ5OlhutoVRWjxjzgPBKdAB8Y9tWl5mESACxvdebOeDxcIcmDA8hpAf6/YWH/uDXEwHdT30PMs55f8+h/XmNZHzvOVOOCqu/I/72/slMWNmbXMtDqlLexgm/g/gUNYABNAQoItDxu5e8sigvUa7AqkhBtXVw8TzCCTTMDaS551yX03eq0l7WGtVtujQL+7SKXIXAKCi9oHT1EFVPlgrsLbw/HMCRLsP7J4y4sQ1EPMRM8xdx0eppGqp9Ql1rqHZa6r4CfFAySKsv7U0itE2/0oTinbvlINN3b9uG7aJ5n+73u3gOmSLdDcyTLiFTuzjvFdRSNGcRWf6gAs3HTvr7sgCnE+PutOLudIe70wnr/SlyC+6tgXtDgYbnETN6gx68WDVCYtbDNrKE484DXX9N8jly0rheLpoPkQgWts3m8e8HtwxN9J8UtqT2epivg+GF2OyfoT8xM6QocckTgPw/7zblxYSFIBptcC1AsfAXpxfgoHT6vIy8i8EBZPa6Iula9a4DMEAgvNMIsZezDvW4d1FWku0TAkaFrqFX6+8SoOlR385PI5CxGxtT6lcGBbz585Duj8Mc0x9H9VGYru2ehrMnl+Ao9+xTn6Ks89N8zbj26MAw+KmLD0nfTFda7jhfY6906jplFwFLx1ywZPClW089qivzfEmsz9Aj9WF01UnXE2YhFOKQSdkbJaDusXEePkjYju5TBCw61VCZgMT89yFvs9j7KT87TcJMg8OQcPoNULXPa0lEFm3lZzwOFQ7Wnt6SqWJWF24pcr9ke8uE2cc/M+Gmn0bgE00ZYTvtT4uYlF79U+I2OEMKZjC8KGIh485xUhKfR2U2J+Yx08rUVLgTaIRgxPeJGIyJulLBfn9iAMBggPOEUbxvauQMB5F3cmK4fhklQjrof+NZkqjDx+hMeFwes3ZU3DJXPTKxI8dM/b+ixkefcUU8T2thEeNINOO7Jz/sDe+5JVkApEOMeFekiTnQbtCDjB/2iT1C5r8f67rvnyQ85FAR6sqHTWAATwYhvY/XCP6t/TzADr0uLsm6vX34WedC/2Wbg82eoBpQIKi3hq99/avorePTTz/FJ59+Ci6Mbbvga1//Kn72Zz9TZbkoIKSnogIqlqOKfM+YIUCqDPg+98lywR9hrIftkGngltzPW9v3f6kVpbgRKdhkQ28EDbdiCFgTOlq0qJjQlQ41Gp1XmmHSLVlo6TQMySThCCUJl4OGcuRnkTrFP885WDB+NwU94t8BoBZ1q3WvBTf4grbEEvf2NDcEuoKbrrSo8fmRRSF/JImqaYSEHfj47edqeM+QMjz1EaZAS+wfAx0PBDGUWhsbjZx5Y1SuzVAAd/OIOyIR13j9lYwJuex8C9cAUv4s5otgcy4WlTlG7TTuvAUiU/jQSBaqzxvhmdY3ZrDJThHds83yawgNg8vpM5T338D2/vvv4/f/4Pfwla9+Gc9OK5gE5/Mr3J80f0trJuvZPTx1zntzn0AKAyb2ZTKG9RKawQFfl6PmPiY1EyBwmO9HxelBeTemN54R7mECO64e3xULnZveG/8MHcQ95pwZHXUTdbkEd0FtGqLF5snjBh5ENDzKc84QgobCw6aQJb9mS4PTUKD5j5rJS5DSMqOAazUDxYEFTfCORavWaaiYeYlB0KB8NyrysuqZRTSPkE/NRVx++VYyerDE3VFKHVBd1StDseYZ4cqa42hZNDdSLSjVS4JbOAhz0M7YlRoO2faOvu9qmBAsYXiFQFD2Ha3tSX/2fTzyKA3Oos+V3jUvEQXHV/16rTidVpzWBad1U69aS4e1LMDpDjitRT3vLDG5jsnmS8TCAHUtCzO6jUHJR9cApQz+EopKTvp8+Clj3lvrKGzHFpHbUDlPda89W134doTxXOe90SHEvu2w3EFMIGEQzd5wn19zT2iTDba2EAXhpJTYis4atIiCpGpgBIHn7rLDDp9TAF6aVSlB0wsgZIUfhs4OAvp3TiaceJfpFpOqTv6e/IGOL/RdyrpvotjEgwKk9e2SeO/oC2KMLjnHw1xm+ruBrG/7mJmzG+0B8JnAKv/uKNOPtHxs4z71wFJda/K6El25waIVRGdWnj5VBLQF9XDC6/m7Hoekf8YedYBLgj6uPNDSO49hhzlkItRvGF+cNL0852OesrjM00eee08kDpIlXe/Pm0F8ez4ln6Gbuldus34ZAOVNvdbXThszoweNj58C8960YY8ck0PPnPrjcvUzaG8HHgGDIICh5AEhSEhgwMrjfcyMwk9+Iw9HNsbnXQXn9BO4hJlc8rYiDKVBbxCoEu4KjBHM/IbjYPUy0j76OD35omSC4sEojyipji09E0a0OcdQUrK15KMyGbadclOBnjYYkkRDckOHuoseh3Z8XFbs5q6O7yNKhdI7j4zmsT4+8vfrmkosU5BTn7OEOvb7dc/yduv6W/2imSoIegIVQjBfatcfaWgIUX1H5kkH8XPoDxJpSNw77j/CRxIJGs0bHg5GzHaExON9FcO4DC1haEfHyDo3Bh934/71tgZBAXCxZLrracXzZ8/w4Ycf4Xt//H18/Mkn+PlPf44//KPv4Oe/+Dn+G//1/xp++tOfw91B3Xh1QdbRQY7A+L9MUf2QSHMgEZHmOPCTW3K3Z445jan37xCiw3io0pSfmLjXUD7hIWh+AiEG+qr5sBqhQbBWgRaTScqK8DDWu1i/Na+KNLES4C52/A0N7qow+tfQu/WYu2aHSMTgdKRVdjyAPu3FLtfHIrtW09r3iz6WgaKxdJBdgiav2yH5mfhnh3imK/YzKxPz89zDzMeuCyTJ88ll2pV8B0DUQa44S0mhrPZfH6eMel8PwU6W48o+hq454NnN7AX+i///9W1SuLyrIx/M61oXT9hIZlqmXFmJUbinQagu0mK8QYNNX8YgNNFwFt9fxXJHcCFEsvUukL4FMKssvatjiym9n7z65E1D+EK2f+vv/h38hb/wbez7BZdtw1o0P86z5/d49fFH+Pijj1GKerYoyXQIQ0NKicFc1WODa+he4+SCxg+nOdeqQzezDdEPYWmudxBZHiH/Pl2TDIMrAjKwIULUzGjX77pVauORK6vQzcdEI1jOow6rHW79NKHvdO3jLAW8rFG0IKzJXceiYZB9eH8SaR8sf5z5hSg7YwaJJk1ulieJiBSUKUqPTAThBgGBWEGOda1QeiVI21XmOkbmaQY8Sk/UY2ZBtcT6vmzqjYC9WzSnjp1Zy6Vn8Cj2FzTMqLCFOcZBg8psNi8fQAGy4kmzkVUKrTYmfYe0Da03C1tilEVzapV9B/cO3ncLhStYTitQSMOdPOSNoJ4qufKTLTaT5mgqdcX27A7Pnz9DO2+QdtFwcwCne+DF86ohdwtrigd0UGEspwXLaQUVm2tREUTmmeV68QjtMB18WQex7ZsmcweGXE3Xkxm0evDEAKnXFURSDjEeQ5M+cmslg5yJ1FMrdUW3nvHlkO/0hTh4C7oGbIvZHDADYPsuHTakPeisZRhP5aD609i+gIY3AiDRAiHiL4XJHCbLbwOrMKghpM2S3ut1On9XVVBd74Gv8WweUPT1Wr8Qy5vrepdrY4hDQiDbqz4NcQgs04gDdOkyALJIE5DWfH7mAF6KT1rP32e3hoOjRm63FIRQ8HUlO9TxwUXGMDCSieLfkY0DY94GaJfBoqPHkz9WpnccPaO6jHHRfKP9OtbTN9Nk8VBa26vXj9yy5DJQjkdnTrA1dcD7CsypaCTE67WHl/dVYh/pAHOi73FPvjeDeTl0OAYXc0BDDBIA8YNs4zFG7F67YoSGZrpzze6NmuST2pPBI+q+Uaz30TkTTF0iVM213703VEGgml1UOHcyV2NofF64OwYQk5bXjNRIMMasZbR71tMlynOP2Fy7fkogDPu+TO9pntDRlaqMgsP/HtUqbsyOXmklQd1QlNiFYyzT3oAnkEvu1hhcj2M++NH1DvdIV+b8wp4MiacAK9ND3/ClydhJOvhi+Ia8+c5fQWJKeu/x8yc/w376pnzivGQ3RtFyLZDWAMZwvQUs0TLGEqhaiGzUTYCL0S4dgL24JNFPBo/0gz6eEUzfwCOy8uXToF35vE5U75WyGEjVQa5pVWLPHTwJvgDtk48/wXpaUWtF2xsezme8+967+N/9b/8j/OlHP8JCJ5yWZ/jggw/w8uUrXM5n7NuGr339a9hbw+WsCSx7E9Ra0EmiFHrMiCuDIuE5oUCT8TgLMdBlU9Cm0+75tNP2nE+U6lI00XcomCMkI7yqTGh1S5TnHi7nywaRiz7fXI0LrRDsEPFku92S/3eoa6zHl+e8OYn/aA/BAuwwoSam/CVhR3CAIQEsmecUSntOpUPbdrTtDGLSkta16nW9oUsDyl0oHuGRdLM5v2njfYm/RjiZ833fKILJYWc8zk6qfS+KAUihfKWxvY7uxV34gX6s1kkFoAZGA/E2PcZ9mCgxEOf7aQfHZtd7k1IpQ2G96pKFhJV6PXD3JtBnWiiBjdeNiS4NcJl9JYto4gctvV+goSUi7vUhwcd6Uo5FgFI58h4FyZjCdH4443/0P/kf35rtL3x7+elL9N6trDqDRLSaVD0DRHj24pklP9awVOmETsVSjk1mTgCPgOYmoeqeFqSAy+UMrCeTlZ5nKIdVGkBEAFBGZbNIoOmy2/7050ZLCi2NfQLfJ55HqdlrWeZ7uM+xMkjfA8ojWLmKJd4YwJAb9r0ZNmH8hYvFQEGBrF1D5brth05qkDFxGEH6LtJ8SL1DLAG3SEfbFfgoi1a7IxJsm2DfGy57x9abgiHritPdHYCOS9vQNwszhqBIQakFfVGPky6ipcU2AlELIAmAhRQXkxUa5qYeAEWTZVc7iPAkvqLAWFkK6rpgWVcsSwUVBhfdo6tV6qOiFdJEgA3NDiOLyoCuXkd7a2DLtef72w9G1mVFax3LUnH/7B4O/nKpEBFsSefmwjEmIOkJrADoUosCpq+eY79sOF86LpcNAHB3Al68eIG7uxNq1QThzASqhGVdcP/sDo1YQ57FKoT2DrCCZB6qFoyrtZFbyz3goipgomVk/R7mgWyHv909X3lsobAp7F3maenbQbfAXEpA2qislnONfCEO3kxPd5xZ+b0C2Kre29ratULZq0Hl8y1w5VYrFgLXe0EXnj0l2TSQRQ/sGjSf1V19um+DjsGNLk347Z/nn5MOTZ4aYNiG49rbYwq6Rl74dGhIFq7ZO6Rr+Gr4CMRr87MzqDD6Iibrb01t9m7ONi8oLJUJYAqVLBsL9g535mkW7ry3Nm4olnjf1zkKP93uv3/XPU9j8Pj0RslzmzQb77tAgR9T0gZY9au1oZNbluOU0w20oZDy5B3V9JVbh/oDQNL0FcmHPa2Jd/qajq7Xc4xtgNBkFZ674SpNBFRSxdWYFwtls170fRRN8WsBtx3HZ0/Zr09pT96dwTTgyVuBPDHj/FcizQQBGjuNUaUoJ3+ang8YAEI3J+B4cZqzJ3T+NRceUWW7fn5vcr2ze8iI5DieHD8+PldE2ktgtpYq44iAe0cc8BODTckv1cvdyqNzooJzvMc3iH9HbELUAbKoZpTAgZwIOYMHeVJyXIXN0Uiy6dwPCJ/Pm0crNP0IL4bIYZUNT0NIiRG1XXP/XmvAHcbj194ohx3vy120zZvfFScN1vl+Y3xa5QhwbwSnJe1GYpSpSt9V130qfH28ep8jN2l42YMomGNP746+Y6Kfx1oktMVYGr3faUeVIVcejiVKP69GRXC6O+H+/g6tNXz66af42c9/gW998+v4b//9/xbeefc5vvHNb2Dbdnz3O9/F9/74+/j2X/gWfvKTP8Gf/emfYV1X3N3dgUrB+dUDzq82nJ6dTCBozqC294l8OjSxNbqYZzbpfgNibbJXGUWupNk4JtLKP55NrqDryRsXdDFAyYA7NFgVHEreTk6TQwE6P5xRFgawg6hjKQyiE/ykIryQEl9T4bVDxKvyWD8NLIWIAaeuNHpSZKMbrxhntE9lhC7FgGvVw3+xinhWAt5P70pZoujYfJpsjzmWxM1/9J5oHlDYS8FAB6E8PI0CuDCPoy4Q0hN0dA4lSXyNp0H4n7aDKX2V+dikJDnPVkNEK5DmKkti/SUEh3EvJv/bfhfPwyISwL2IoFlZ7KsQL3GjQI4+WtmUHvwhjq7c+wi4BRx5+VhVvvXEne2ufd+VrRt4xpbMFrspWebdIfEMr7Qidnpv9GY874vCZ36Z5mlIfV0IFqIGGzO0ZLjnFQE8qvSG6mq8QEN0zCJhHgc4jlJHlSkOh7oAmW4pTner/tSkLfCKZlOyaweGRIC2K4jDBVhLyAlsF0Q1uDDe+6CpZv9BrG8FcK9FIr2vm67i779cZnnue643BYo89ol4lvVA8NDLtkPaMIhLqWbok4U6MURYPXFEQ5S38xnbZYNAUO8WSBespzvc3d9jXarlQCLslw3L3QpajdeT7u/eGrZtx3Y5o7cdwl3BHdGwXfWo8HxKliAdHunrCasRXtee16ODdckN4OlWfnlJIW5UGMu6aLJsEXz88iXo4SFyJKmN3VHWBSuf8Iuf/VSTOVtZ+23fwkBZloJSnuPFOwr2F6vQ9emnn6K1hmVdULmgd801eFqHSVGXFeuiBzo6Hw3b+YKHyxnb3kAMPHte8JWvvIcvfemDAJaLVRkEgGYVPUupwU/2vYNKA68r6PkzxMTDaH832tl13VEZVI77SXm0h3QLSL2epkssjB0F4VF7yxxxe8HWySMUuv2377ttwQKx3Em3QP7PtcmwMXrXUEY3fl0ajkuT7UB0a0ri89B/ss1CXt3P9f3h9ZoPJR92ywtldN0dKAFh3y7Ym1VINBn0OoPwCBC96fNb9/cEnHl/vbHt39603H0AR4B5qbmul6RwzN0MIOnMmN4nN0XBWzVn264vChfUQiAZYavuQb+bHrUaLYdHF9GNflwDR2O+dBS3W/LIx+3xPXY4/WgfnmDfSO+R0B4dwfP8kd2KY91q6vFmMtp+F2D2ghso7O0+pmeNcQJ5nrxQgQBAV1kkXSIPoj4NV1MbupxjEqabh85s2MJPfvAT/LN/8s8fnaO3aU8Gj7S0risvGJ4nMPvCJm4kSNMOCwRSshk12JE3R7E1Z2OalTzJGN/FfL+ZXuKiMMbfsuX7BjLNNyk+KrHlPkKNFk3x8QaBIVB0HzZHLZ0Kj0+HsGKy0BC6TVF+pwllouP11++ffhE8AgJNg56F92fdjsbZ65qPDXhkEz/SMoc+0pXMRrZvUnbl2D+9wQkJCETdXYD1Zn1HmLAO7OWwgSumUkKxFSsbey22x/WT54pIjkI7XDn/IWxkOjFvE5oGFFIhkGhOhi9Cu1xegYnx8HDG6e6Er3z1qwA6vvvd7+Mv/eU/sJNU4KMPP8IvfvEhfvbTn+HPfvpzw1S72+yq5Isqq7Lv6LWOcZsCEBXXfO4NaIwqJLbO4ezrPCCUWyNoQhjfipUy3DunWLiq4rMjxAFEVs1ajTkGa0UzGskq26bAdLvsaqjCihE7IAoAG4fR6Uqv5uvYEcnXgkBDq4H/z9sIW/aTSAWYSKDhISJwz1Qwg40AiwPaYt5ZTSDSNPmravShVAGD116dpAzNdChiDvSaARqOpGLP4zwmA1+67w3tbwaQrlrO5aIMe2J9UWEutIoxf0EHlNbCOifiYFtXntGB1nat8uSvslAusZAcP2zx5LzSABQJXiGip97SBcsyRL3zoQCB22Bbx6Bbv8vnNotRN7YdyHTA1BXktmuS+TBq3SDcFIz1fCrqaTAMLsDC+7rlj/miGVpv3RjDfWEYK5PHNY3EyLo+HKBKiDIyPuPAS/5PyELIYP+VIecdCXCXO5tjBXqygJXYl5OsTQYEXNdjS5Dfdb+OkDixAw97rhhwRGU8g2xspSS5K+qdcyW3CeHyGvLd3h8JwXm8z+aTFgZJAVnBAZWDym8L9Dljz9Ngd37YQmSV2zrAhLpUwPLjLYuHiSngfMKdJd028Kk1tF2wd5izo5jnp7MqBTOoc+wVzxcGCF6+fIlaK9bTouDLUlG4ht4gIpCFUJaKpVYsS0WtC5ZVQ7wUONIqZOd9x6nvVuyGhveAERSzVkQkQoBYxcLBuHacTM88nU44nU4ohXG5bBBRsGipVcPcYEmqSfmOi5G9qRHdtg2fPLzEy4dXaHtDXQTLwnh+f4d33nsHz995rqfsran306IeU72JyjTuIAMKuOj8MUFpxgFUl1fEwHbBdtEqhhUVhcqgY9FTejeYe+hd6iGVBIY+t1b9rLXI7s2tY9l29MtmFf2cBMfBWmvqrbuu69DjzWg9ndYbfOLX38IyS3pr74K9NUSuH70wWs6TdNVugEnZ20HzVzmbmXwBx/uchRw+j/98aXyZLPSst469jdBwNZgJWjyWoCTwBpvgMTAs2tDRVfwm/mUggfutuN5/nIM3teYhllDbMd4c85WNlDc/U4KehzLkW8GrigPmIWUKk6sv7k0o9v7XgSs3353pBjD+MLzz417JlHD18HjtDLbQtFXf2FiLtfTepvXQ6CQNjxR+fIxPakQgKkPfjDYUJz/mtJUI2vG5R95fZgPoGY7rB87KbC67qMOO8yAfW5dUaQ9D13+qXfyG9laeR34i6eEbhFQdxo3jyLEBO0aZn5PjgwEEEJJd6K4a6XYUHCjlyNCmDs8eF2PCHmcOYezZBGvuOCewZEsxhfs15btzFEHaDH5oIX08Z/SX5qfIUO6zS5o/SF43AoFWFEF6thOZMQyy/tyGs7MSmf+U62v8+3iOK2FvQ5hHRpi/Omzi/NwnvcP7+ch9N+hFP8+3Sn7SdK3TQtxG4/axpnPS84QwAVYpS4LJHIWBjN9jLiSUE0nGvUT/aZ4z3zGUFeUn8NrDMsYKBVisldc+K/fHX7WtywIyV/dSCtq+W76j7+GPv/M9XC4bfv7Rn4KI8LUvfwP/5t/5N9Gbej3c3d2hlIpt27Fv6kZflwW7nYALZJRrpht8JhQbir0bvMbm3MOfnItNt7syZdcRz+/wEysA8GB1ysSWlJMQPl2wt4sltoR6DHnYAwR1WRT8JIoiAPqPuikIubF76OsYsvZN0jeEkTyQoXIg85HeIdtmYBgFPxLvlXRIE1QuiJOHMYnTr+S5g4gsFGMIDn8nEWPbXg2AjtULk2KP+Fw1q5zoCtNxd5jck/2RjZOEFiGALXGwkQhhONs740w2ZKCdfidliu00v3loiF3PBPQoX9tAcGXcyrnLoIcMeM/ABGJdIs+KEPh4uOHLIAYUQSIxNjFHrqZB78afzJAupYbib9ODZmEcBA2BccBIehsGhcsrzCe9v5EtjSX0xO5rM5TXqOoEQKB6k3hyZlcG2T2OLL8QJfDFKkFiCuFJimjscf+Kh6L6WLv6Ksnk6Sel6Li0bwPktfe4l7SHpzm/ctm0t3EtwcLqSI12r57loetMgAOieWzWhVIKdjYjwatkCgaQSaQ8KVQQtsTG5mVXitGfzhMvjFq0pDzXoniVkEbOYTWPnIbWduwbtFw3E4QFDZ5HDwqOkwRog8Vz1iEqDpbKWNaCdV2wrgoMedLoZgcc0tWDRbES8xIg5Qm9N7TeoyqZhsApwEYGsniihMKMulQQMWrVSn9k13KpoKr5uO7u73A6nZSfcUF5+Qpb2y1CUeUuFUZrZ8A9ckX70TqwXS549fCATx9eosmO5VRwWk94990XeP7Oc9zda7hlF1EPx9OCRoQmHVvbUXrFgmUkSCcyfucInSCqffLglUpaBqwj6WGCkMYDsNBKpxF65nTiBzsmxwBY9U3zLuojCbIA4XF0BNb9e/d++9yb8XaXCbqV7TBi3yN8kYGoLuz7cwr7OTxy/B7GzvC8p4P9EnaaOVASz+CzPyvrWV1zQjLnBNDaQSVPtuqeJkvtGo8WGOF4BsTnfueqk4+0o87v7w85R+OQcQABfpib52fYtHaFgSESXVFdJs/uQSdL3+W5zweX/q3PH8OcQVtH81CnGBONMNAsH5I96+CfA1tjDYbNpMOe+5u1OmCcBVybLpLmeNaax3NfL7putayLTHNDZJOdQu6n7/NT3mCDY4jEmcwTXWUVTIaO36EqfuSUherUSIDrWA7TJwxvcVCRZOjik24aHXrLSXtNezp4ZEpQODEm4om+mcdCEJqMU/OoJp86PzaszsqRzPL3HncZi5oUk9Bjbig743q/KI/i5kijZwJnCvPVqv/QZBzpDzPWJl3NzxHJTn8GcBbGxIEB+j09EbNtl9C1ZnqeP4mnJ6XeQ0wMTbjxkDRJsY6Hz29e7gqlC/Dbl958z2se7f2On3L47Na1E4E88qzj31cg0mCAj2HhEnQl0/7MwmN8IIeVMSEj6fcQEs4ZEMj/EC3p3XbNuOB2T/NeCQXhIMBuji/1Kb8qf/am85lfZ2vSsZaqCmVv2FvH+XzBJx9/gv/8X/0RmAv2/oCvfvUr+NKXPsC3f+fbKLXEoWUpGrKw71ou291Gd3NxFaetzKNCIQByguygB4JV6oHeZ0ydYsFVQSJwlJQOhcYkKWF4JvkznWAIALgnQap8pNZqp6kclOfU7Elky7Li6OkwaNq9IRLYzH5NdwpG5GHrZfAwkniu0Ihdjq2yW5l79i097x9N1unEf9ifmeiDzQjiQMMY7rStrUy3mDGjBqMrdfp99iSimOS0AeM9LfGg9FXawO4toyLQPmNAE/Sxs4Or5i7x7jbt4c1dBGjdbCEvHT2Hjo1KaFYpxVd9Agau96pLmhieSRz9U2I+3XsxFBozhtjz2cQddj0A6QocMZUAxrqd8PfeNcePy21/vs8dJHSIqbO/oU3E6UFpNf6273QOOJZLPbAtbC/C+VSZd5AgchUF7WHIXvcGdRk/OjIz8jjltL+T7uGX3Lw/1kaUrt3rZ1LCkvBKrxwJtGl4EAlsD4uGw2lM1vAmca8jCqJHJBFxA83D7SbB5jxp/Az+yz7PdG2O2TzriXtBh6UU4IJaGZXIHBYFIM9ZuWBZFgV2NgG1ZmXPbYjkmFc33qWAkVZFq+BG6I3QegM14P6Zlqhf1xXLsiRPPg1N7b1pfqRG4YXcoaGw+75j23eUfQNDPWf18FJzPimYpiGoZCDMsp5UL62aZ4kMqNIwNw2BW6zyGYFQ9gZi1WelNQPmjT+lPHfDU1qwtR1727B1Bb/qsuL07IT7Z/ean4kVrFoLaxjcWvGwqPdcE80xqMszANUoBDIve/A+IvV2VQ/GkbfN9XcWBW0dtMupObQdjOjCwGUDjD+K52iTgIdjf0TYWlMPpxkAeLoXyp9ny7ql82JVJzW8Z3hn0KicB/PiIT8EyeB+0nSTnkJQD2+Kz4HQSiTr02M/utyZ+ptkrQPuMQpjS2w6ECz5NjGZV6CMEB4HvhKwlJvI/FkcSOnNGmZsPH0GkEbfkQ4MMxh1K91FTIfx4pjNLGKRVKFDKD1dHeQeNsUB5FM6nQ+swi4MHpkS9cNB1nFQNW7S/94EHOU50udKoqg8fmfjeq97quVnzUv2iFJ1aEMTsv+lKRx0Ren9c5+BoRJS6Es33nyTnm71xu4P5T66M+sIDniFnjvma0SD+Hsk1jHPijutfNYm21vA3wdK9o/sZ14Mh2fi1HewhBsL78ScJgGCaawTuGLX9FGtZmwOSs+Y/pn6TMddeRxS3r2hc9FYc5k9p7z7XcTiYGU8yBZUBZ1tspIApEc3/fHE1WeRQEcA7Gpz0fS5h61dcboYk/3uhBiY1YGq8y8B1NBMGmlNxntykzzEx1vIBXn9dbfue9N3r9lER10EwBXzAlIOozy+zKRDn54FambWZExXw32GoM1v0rwjg/Z0N8k0FL1XbjAp7d/xFOIpTVzZNgOn5369DqT7HNp22VCYPXUyQIT7+xPef/99nE4nfPkrX8YH77+Pr339q/jmt75hbqt6grlfdj1pZgafOfalJ/j3PFBsYbrHUR/JfvyuvI5RAnxiMmUGCiaRhZU44EDkTzTKMeVGt4LxT1gVJuR7engsuVGk1Zlc7PcAhD15MnXBVBlNrB/ULSTOlCPnOyLo1DVHERE6iYUhmZJBEkaZGr6EXI1Q0vN6j5WySZwPJUJWBP9Mu8L5QvAyA6ki35DvYYqcBK74qqeByyBJ77MZF39u92Q/YzmOrHDqloe/qSdDhJkHCxwnqQro5xMumaqRRTgydEzCDjN2cGeMUqZquAl5KA4ZfY4ZZ0ABCHQw00FxHfM15sJzviTwiFlpxkOyxSjKjEYEzTr96X1LXQMwaq1h35uF50rQwShAKZojovkB1ZCnk4L7G9iev3gONyb9Jw2XCAAYRUOIY7934xVh6Kf8PAGuANfyMcvkq5aJPekzV3JWEs2nfdeMuJvlIvGwMx/PUa7Gs/P3NGuyknIsucdBpERIm8/At0j4TXXwAX+GVZTTP904OtLPDN6JbVgxumy2sdk9uQTmkaSVzbRyUo8+qZ2oHjsdAuxamt0hHZAfMIxhAJYUuxCkaK6iRhS5/9dVPZmWuqAuJYX6CLgpsNi8D6z0xAbG6XCaJcAly4Go8s0Lz2hS7AoyoHG1EKqQg0zJCyflJMv73KIKumj4KROhLMVC/YBOlt8qM0tmlFqxtQ4pmvQdhbFLw2XfcSqMui64W0/o64J+0rA8r2LsQKAf7jhPci+gIxHq0QzQukT+daYOsPXT11+rAUW1r/kxtnhOj87cbT1g65nvUTC8Bd/zQ4HwQk088/NsgQETxrol/q957SzfULpPD7kMWBJEcZYQyQ7eAWGjRY48fzcQoFsP3jgAizepmJTmsGdeyupB53nycvqGFjTy+nbFxtxjCU5/xg7b7p/GqPLSOp1m3eZmrqvEiuPCYUBcXeyl7p/SKKkw/oLu+lIf6Q7ErQpC6BQKEA+zsB4APV1m77xpXU8ARUVEcSoHRjD/Pl/7tHG+8Z1IqiNTzMc8nnw4PNYj9EXf63kyb7zIK7DL8Yv0PAfXjqxgvsfWhiynqH3mupne4BTmPEqfEl/rX3HfZ6lLvQV4RJg8jTAUdYiApYTbr2+yUijyHJh6iqh+diOnhCTqFo6pnfbQ0Y2d5hVGXmdjLYdhJMXlVhO7xxeY0oT7IZg48j1u8fweHogfJ6j5mVEB6DHG8LpuSeh0wVlzmFxyyZzu6+m++NCZU94huM4pdFQeka51o8774WkH4gL/NUuBw/Nfl8PoFmj0JsLPANnrrpVH/8CVpRjPuvXZ44+eaPamZn39VlcwlR8PA0ONi64n0h4Jmk6GVHcnwMtyI9GsXHslOdnw8XOeP3Odn2+dImRe9Tm3UhivXj2g9451WXC6W1FPK/7uv/138e3f/gv46le/gm3b8fLTl3j16hVKYZwfTnj/S+9C2shVVGuJ+RzAgBvSI5njiJXWee/T+hqna03zJpGeYi91Qakj/8vgE33kvUCc8RgPLQGAdDOKVIE2l1YztPRaXbm9N3TL9ROQjBQIa+JPMs+PbqFHZBVmhk7jio4q3OrirFZN8epfwb8IjItp5ZYDxct0cwUs/1EPoUVoaPG8cEW3WStUolqgc/AAuQAgCdDjPnf2NQSraNlbuIKjDKrnxNppvGYFIuIb4BVychnXx5obaLYOu0w5G1RwaygXY4fnUYEItssZF8/NYSf/kVSTdd3N7tLwwziBksGHg2foWrbezFgxI3EhcC24nLcwkv10y0FwPW3eEKdZ4h6zi1Y30qtCVQ4e5GFASdnlUrBtFwPGRHMlBjvScJ1S1bvBq+IAZFEnlhRcGtresG0bPv305ZsW4Avb/tbf/jdw2S4o0Nw/JIL7+zvIvqFQMexlhFaG0eV7kwmRMqkQwMsAjlzR6TQAl70lAzW17MoKDA8eQAGp3hUcyp4+XRPrw43m3vT50hU4gofN2fuzET/pPmnHcVIUnFfsDThvwLIgmTq6Fy87cD6PsDVgzpW0NwWz9h551tresF12XC6vtNKVeL4hpVwRYN8VrOp9V34kQN93pUfLm6JDJxA7kOMJ4jXvYPAjO2hobce2b7jsOy5ts5w3ogCPg17eCBbWCTtgnafKp9VDYFQ+ab6l3jse+o66ann7090dlrqAC6MU81iqFVQKWu9YDXxs3YLM2Kr12Ryu62JyjafDXvacWxaq2kWrwQmAWhTY2btW7hTvtPEudqYFxOHI/fN7nB+e41MRUGHs6Hh1OaMRFLhhwt2zO5R1wfLsDnK/oq53WCzM2veHwEM7unqYVEEkwEpKScgeU4DDwGIOwJNEUJi1aI2H+jkvm2SMPUwzmo89yt1Kuw9y1yTZDW3fse+bFm0gQmetiCfEeDg/4PNu7rm6LBYW2Tsu2wYBcFoWXVtRXcPzjYfuA6ug/YZ3DHvWJcisWznPEFtP9Zie3xVz+5hOn2xCB4+0KJHLfr2GZejHb9tmu8p0RAvLBpyVXhksxks5eM90cOT1fA9m2Ov7AbwpOfjtG+2drh+J7wl9qB8Su0LmoNKEDT3lNQcA4yYgZO/x4oyuUzsgOAC/jiv7/Zdp1vfuhaRAAVx6jjoNgRyzquTpPPvphs5s9z8+acd1zPvkyiIlDY/ubrfn/qWfXOrYC2L9thBxcccVefpY3tSeDB6VQjAZq4fMqlnebMSEQlpdjD0pqdiZoucQOixIeMfAPHhuLFgARyKQps9zt/3xcr/4qSN7XbNTqljjkRSR3bh35V0Hrl2grAzc6khGjnsYfvpTovOPTO94ioywguF+OuZYWnZLHE8LIKoh3nUF9V/xwRvsLQuGDlwl6Jzuu34sPba53pbDvwk0SgZSbuRx7PEBAPzyJ93i1rb5CgiQTtfHuz18EXg6maptS0CncVLkD4mHDWZ0Ezw6bClPop0/ThCnvdeULErPTorSF6F9/OlHICJ86YP3NN69XcBc8YPvfR//6//gf4Of/+wXeOif4NmzZ/irf+mv47/z3/37+MXPfwHIO+BacdlVSeJUDnPsGx2suqALeuuoS3FSASBWyWUwdkDdtLfLBcyMFYtxWjechgdQqXke9Tt18aYAdYYscN4584k4LyE3vhm7aHiAkg1ZSEG1UqUSt1Mghppo2axZ3cJBQm48EGBl1yOvRTflGXp6Cwcf2gURaoUEUtgcdcuh5+mVGKTGtAnfcZ6nvD5myLWZ+MAPI3rk9RIMxUOv95JTYgm5ebj7emgb2zwchavs0cc3tlpBrYNLB8XGUkBJQllGWv/hgeXhpO6F00S9hTRCZyhUgNNi09Aw83QNL18igIYS0aG5pKg1LHXBvm/Y9mbeTppMu5rnQdvNU8NO6gGg9DPcA47i+Yxm5d3FwDg9uTYwG8DD+RLjCeXGgFS2EBU/6Q83eZfvrDTOLPjJn/wE/7P/5f/iCZP/xWzMhMIVTArEMKzqEjoKxAx6wJVmN7jJ8/2w5uJprVnIlHtz6D2R/4dJgRSvUpoSzStQ5LlE5MjgAVRjMs5sjlq/MYu0lvFcf4bTd9tHZVdA92cq4T4/25RbMq8hD2sVAXYDovdd/4sqbaTXbnsAFZE8WwRogk5Ob2yfJ5W7W0GBfdOcH72htx1tb9itCq6f8vJSUU4L1qrgf63K83rfIaIgmkjHw8MDzg8PePnpJzg/vMS2XfRZfVPwVAA6A9g9/EMPKpg5eeep3qFhatVCxWoAR4B64ZVS0FfCu8s9TnenCG2rtQBlxbrq/X76fXevhjSXij0qPKqXQWsN3M8oXOywtwwPxR2gReXQsiyAAJeHC/a249XLB7x6+Ur7axXYylpBJ6cLAcqoJiitYds3lEXD056/8wKFGUvV8RVmLM9OeP7+u3jnvXfB775Af36Pd+oJXCuoVJTlhLo+Q1kWgAqaqBdY703Dz9xrzWnRaLCzDL5TioZ1moyLKsPmsXZ6djf6DyjdFta/2xkQq+oHUnrZd8udCGxdNCxv27TK3rZj3xr23nSMVAx4I/z0p7/Af++//z/Fv/fv/Q/xeTYmAVMJLz1AsC4FhVfNS+c2QTo0c8/iLimpRrIdIlQ0vceN9UCN0uHTCH9znXV4DOU2nAYIlUtUrB5hjPPBXoDwSV+g8Bq0Z8Y7c2ePlikm2Zs/y79fm/y57z2xVZr6CBljk95AkQvrhr31SzSfdpk+My2MadjnFlY4hTMPlf/pzRO4IZPFwSMpgKKDrg26muujpxMmWgHaZl6PhQ3X5ShA5JzOE/bbEyOUFsxgEYjsEHmKgqf3v85MRgKS39TGeA5PuTHnHPqRAbYHkEmcj+XPEqj659GeDB4RFRCrAjRtr/7ItvE4aKOgpw7BY4gV5T8qMYfmuswjl0j844P4VbaiBHCE3tHgoXXmguyx1LYZ3P08Z7zxrqic8w2ssfBT4jY3EgMQuR6Y5FCPdMExR5PH5V65Ex6JKizU+T3x4U1QZvQ1WbhA+vFW7XUA0K32NhvDdOMwuNkNTMTcu23XXkOtXtgxkpsevKccQBKnedffZb72QJahMxN8Kk0Bhrpn32Jtr6N9v2Dux/XFw7tofGYOLpGna6rUNoVlfjHa6XQy5aEH6PDxxx/h5eUjvPP+gr/6N/421tOKDz/8CL11vHr1Ed559x18+IuPsK6q8RJBk56KxPp75JIf/rt7dIC2QBi8GVzT52noWA5vFdv3/ncX0bLxkXgQsafznvXwIBcGI/zIQl2ACF1wJaCJV+QDIBrWVKpWxanhcWQDhJZE9grfgPIvr/qmlYKKfzlCp0xpkt6nipsBZjuoDISSgg5Qp3Bj1yxPbADLOfLiRfw8fE8kZYowG6VR7cmu6Q3YXqGD7HTYPZ0YnlTV97w0M1i7QNqGsUfMI4uvlWFvsU9FAOpgGYcH4JwlYsyNb3ZdR52ckkBLkMpAr0jXHRjy00ujiVLrpICFok8EoKNLi7Cv3owmdjUSWm/wHFtgwfnhDJGOun+KWjS0hIt6XH360NXhxYxBtsT0uiYtwtJkFxAXNe6AKF08xq4eb4BoJar9DPeeYtK8JoO+LRyFKQDd39RG5jWq81fM00EBXqZukT22blHF1RV4AsBa/WjfASIspQwFf37RSJadq8E6KNMa0PdhON9ShlzvAuw721PWDxQMDyeuA9DxZ4ld7z8D3OLxuW/ovI+pAqWO/ouooe79IYz5sL0KCwmLpNn+YGooIsAJIFqHzgaxPa6GknBBEyhQZPu12L4sUM+tsi4op1UPQ2tV50oQihQFhvYNHQoCb9uGS9tw6buV6lYwg0lStaOeROfwzu+d0AsZqFRRl2KJstWzwfdYa/qe8myBVgfqQxaUglILmliZdQsRK+Y1BW5gacaHyaqYbco7zYisBkIREbZ9w/nhrF5cbYfssHyCO7a+AwVg0neWUsGVwctsDFYDhiAr1qViPenPh5cv0feGUiue3d3h7nTSdxcClYKyLqjriqUuoGWBwMM2Tc/mYqCHLb2Hx4lgHCYUYGEUA0UokrO7jEg0BQbVOvKFbW3os55Lq/nhyHhX9uBsVtmyh/sroqqSH754Rc2boUufQ9N13iN5e61Fq80B6rFnTdWexBeSHiJQz/hakuzz54vKsvP5jFLtYIjSwToAQXpPsjey/tP7sL2I7BAs9K5h34yk8ik/4c02hUnM7YategSkjp8TqedOaCAT4EHTuB5txhO3fQcDAS4LJDxm6rKAQDYfbzZ/lFV206+cpeuaua6pnpQwfWXweyKMYiq/pLKf9Uv/wP+K9T/Yq65f+3evAz/cznaek7ETfy6b7NkgceBVCgNFx7a3HQQGLYSGE9IqTi35Rw8w7mhS+7+CkV/L7zqSW+ZFfq+zpjxmWycNdSdEPuIx0ABBU7as2xP2Gbenh60lt+aIcQXg7vqXZsgeQ4WvJbrrMYk6qRSnyMcJ0lZc8fbPeo9TlHgngMaKfDMzOmulmDjljIy/lBhLCTAr4lbDhaKPhYeHApnyb6fpROpJpSejjHbReNfrUzztpTNKAKEkH9uV7Z+NxzzaR8rQuQfRNJ1XBK3zkd0Jpw7careApceaCK53xq+h/YqIqnQZAJApkLdNxLk5sKAJ0wE36t0gBJAU8PTEA2OzW/VvB1gFwQh8cTzkR3UYNdQ9sew4sRlCK5S3DBy9aS5guMC8JY28CR0MkTbfdMN++bwaEWOpZO7tmkvi/dO7+NKX38eX/v5/E9/6rW/iP/tP/wlKOeEb3/gWTqfnAAru7u5ApCcVvROoFwgeIDIMVqbk+WG8xU0mhkylMK03ABQQ4BONNTGQRbwqi821BEI1lKYxLgWmm6+9C1bCFK6b+QhxRamEtjVAmoJAZvQTAcu6gMjySDBZ5MiuZZK7UXcHQIxi5Z49z5GfWgN6elOMaBxACftRR2bfzbyMzcj1cDw1rouViX0+y4t41BYPDiFLLQlLxPsJpshv+0iK2i1XSUl8mGgyOnKpbHKj1sEvwvDbPzZHcGV4FJKd5Hv33FjwuRjGhPbHS2X73hebF99zIyRs9CEn+pS01yshxjISeOt7et+igiel9WEA1D9FqRbmVtjWWLBaJBGhm6LuHr+sIQayR4ltNPXiEABU7+c5IkapGh7T+h7lrYdYUq++bok8BzJ2e9p/U9pyqiBpsae8AG1rDXy3YPFQNSILS7Pwz1IiPKtIBy8WIkGMQHGiYhmrzsNlAC2YlVMFcaxceTAf+6719JnLLk7323vE3kMErCtwvozvAP3eFTe/LoM+QcM0+gjR+9dlXJdbYQAVoAQmDUEJB340dE+TRhOzer6vLpttf7SORoK+Q41ZIj0YIYCwh9nA5gnJVkEsdEZg8EBShb7votOSwIQmCjRwWBhiYaeEbuDDkPHuSQzAeLEWbdDwT2YCGzCu3iBmkML3uemuprN2AzFACizRAlCp6nkjNiYQegEaM/Z9A/cOYvWGWtcVpTDKXgyYugCAVVu0KQcZeM2aRNyqsvUyvFVEJBJwF2K0qpVE75YFH324YN82rOuKFy+e425dIa2jrKsZzWTgVwEvVT1eqZgctkp4vChPd+Ozi9GxSedqILYDl07bTQZNZhDWDxYk8R7Xr33g0pETxOdQXYJGWTALOmtS5cLFrRADvW7sy8+xlVKwt4bWJA6/PexTeU2SHyYbxWSi0517vIpIVBjzPde7RJ6tfBCu95ntJoR92yLnEkzfcuO6m4euV+FbSsW276nCnacTQLx73y13FWjq+w3jCFca8pU+93ibDul93G/TDtc7Ryxl5GscYKPRDbteoLJ4AKDGHnOVOSbsXfNU+tinqfA9YGuqRa0yf46BvsWYjtEdSaT4JRhzZUMat8c/45fHACy9d9DtdMBon7UmAbILlEb9INN1Da2hUgct5Fc5jbzFHLyWChxwTNfNdt94BsGqedrFj2LOQ5TEB8mEjD33Wbe3AI+Gsqkdkojz7MZM3AB3r8TshgjYvGUjwD+fFAukCCv9Yhjbg1kLVD9xHcXLUKvbsT/YGDfRyFru/BuUQCl/B41+mpBGMCYxXUWv4ZpCXAA0AtxFbtol8c7bTOn4GU23u/vd44Q7qiJY30wBCwOlGzrv+8KJd6LEwaxdQMhEfV5yOq1mGk8IRQ9bw3iWIhODimPTHJDXqXnVHR+9vej15zWzR1wojRi0IzkshSROhkI5cMM/g36JUgVQTwSMdR+PkOnnuCH9nvuWGl19noU1xnp6xSLxUxcEjR3DrOaep3fFTXO7IVpH52T65QvXlqXi2f0dzucHAAKQ4HK54Jvf/Bo+4YLvfOd7+O4ffRfSCetvr9j3hvW0Qsu5NyzLquEAfUMXDu2GbL8TkfKkJok5ycEEH0IBQAipAAP82i7j5B9D6fEEQwOMyoqJpC2UwhV9r9o10hAJL5k4kR5DhNA7UN0YMmVWIx0rdlhOLddHWE921YhJ5cJJXe+dPsndfbOSQBZjDcx73PjxsBEplB/l0WNu0+ABqMuul7uO4R/ziHifrA/jf/aleyz43zROrXyeAe+jrVqBhSVedy0GBTWuAAUufczjjDWvtwRdFfPu8Tl3r5veZaTw8JcKRgU7QSR01yn2k0jBbnPu7MxP3zQE0r29sr4hGhYvMHqgpDANco8DF3RIJ3uXpQZW1zf0vWE/X4BSIe085oE0JKaaV1ImiyFblVc39zpKs/ab3JQPDF3Dc4wLIfJB6hdjLwQg5CCFh4oiKTyOODh44nI3wJvUCSI75DJA6BZ4lJsbyrECw2AOo6NDvY9E9P5IWG0gTxiLol5PGQwkf3nSFzh7mKU+jom0WyS55wtg4QjSGvqu/+27hneRndybSACxgCtBaIMIAaUDjcCNIaXEvmQvaEIwDxsGVwsb6Dv6vqO1XcGZpgASC6P0gtq1IhkzzBuD1GtIXmLDA/aLgjuEUa69azfQmbCuC877hv7AeFFPCvbbxKmRr3F4K1esZUHlAuqCdrmAdsSJuqpdupfK0jXHUdGNLk46TJBWUFYDeZYK4qIclAhcdyyiOY8adkv5I6DKiPQNloy7UEHv1XJBqcyotKBytT3QQacTem1YN4C2Xb2N7p+j3p0AguZueucF5O4ZGp/QaAFoDYO2daM7GfqoJZ/BlHOr96ALrAnQsNxtI7SKkzzHDX3UDYFM8/q5G+ewROJ+azcQRbibYat7gW1/iz/rC9DyQXrIdtEQypJDTQEoj3a9uMfha+g7NCqXqXOE8fQuoT9kfdzDaj3U2fWCkE7mAEBkoJR4eLzvx7A+4IzMvZndZsgsKGzIyD/0yBoIrljn+O7WYeH47tFmDF+942/cTQCZvkQhF4a+oOzUfh7BOPicIfakAzK9A7wLyqogZu8CEuU7Ph+lWH4oGqFeTvLen7fBxMa1GdCbnzPpszjmh0zTkvTc6Tc5XOPrKz1C69VuGhUPxTpRrFBOjC/ZwfJYFJXbA3C72HQhHvps1vZeZyc9uvMljc31ZCTN0Vmb6YgjD53bgnP4X+hwcI0Y+JMf/Bg/+t4PH+3b27a3rLZmHfMfSel2pdg9q4rkibzS8KfnCWEGfJxJEZDP1bO3hcFUVwrmBAKJhIt96CupH5kN+OQb60kjNbNPYLtRmSon5hrgNoDdjBOemCEiGSiAKXxp6r/ZQu5oJHkGJyR4GjDiBU7Ukk4M/AFX3jWzUee7e4BOOW+BGxXD6yILjSD4sFi8Xz6QeTMRMI/hOJEBYun6B8j3mOBNHyWKRJzK2W0uM3yTBiUm0IZgiYGj287EEU/WT8WSCXu1j+S5cGNox3FeX5NXhoIIQimxyjFOGdH7iVaSoezE5OThv4ogqsAY5DpebN8hmdgCNRhJk71K2vf9jQP99TTpgsIV22UDF1XA963hP/1H/xh/8md/ip/+7Of48fd/gm9+41tRBp2Z0ZuWNlbwyAywrsq5A9UDftDPYtsTLMdM3g9G+324zE7AN3wr+h2H6hUmBI8nWlrxQvthu9wpHEGbBiK5wCTjB8EPjfit8As4VZwkNwDEOapYJJiGNIQnDenJr7jAzIJXfI857x1+QcHFxCE0RAhf8AI6KqtIE0vT34JZXsQDQ7ArWOHg0KRsZb7GNR6ReVoIbp2o4V2a9iOSMq2PdTCXTE5lDuvU0SPPWy64MJiB57rCAKeB4Cv+R+ZbMi7QJzRNYOvzpja3jr97v0R5PVlIhubhZx9VhPfGYYSTD2Blr5XmGroe4DgoX1i9O0Qg7ZwUWUuiWzhOkkcTy/9k1bG8ulouDvAb3GKJ81oHEPvITcHekzy8pTUHcMSZeBEUnfcIp5AwbxH208Z7/dkZPJL0cCfsHCrkoXFTEmnvi+iLLHFnvCfrCIDtf/u7H77zymeQARh7mGrbdaitaa6w3rE3Me9GKzmPkZCVRatvQQDq6gEphUG9ai5PZnAx2pcOQdNQzcLA3jUsrGuuMHSAUbCUBagdvTYUUWBFc/oU3Sf7jpdtw7af0TetlNYJw6tJOqgpyFiXBefLBmrqcc+lggHs3M17tKK1Mwo0JKyY10ffdvTCIKo6iwSgd+zUIJ2wVAZVCm9rACBh8FmTUS9VE/WHEUJiCVjJcmeqzGDW70TI8v0or9Tg44rWdwWsuKJiRSEDjxhgajifL+DlDowNvCyg5QQ63WtRiWf3WJ6/QKt36LQoCE3q/dq75dzruvYknuqBxl5wBk1GD65P2+YTS3btm1GNRfWyIU8an8FVKB1K75pjLhf5MfkvnYLM3Wj1ogxsnoSumQUw/zbW+J9jizCwBPwcceXDHRgXqTyHs5RDAaQ8RM4HFiGjbQ+al1noT+ldGeRhDJDOC1PkcLZcKVTvU34xyU4gAYePzsphHPOVId2TSdLFNbFbLN20NZuAx8yXUUNpaIrXnjQW+pj0mZAjacIFqo+ABNyBAuVJML2Ti9OpydkUlBU9EIp1PuZFfX2Tw/ZxHXVoRJKucXt1mo94mcuE9PabAG9omK65qZnePR+wXsZgA3SNpoiUJ2AAnXH4chyV5fxUfmJIROijMz1pj2jMRaz9oOckBCe5LFCAz1larCXMDnDgqDvdJ/AoFORECwkP+fDnv8CHP/v59eB+yfZk8Mj1Fyd03w0OMvjQVXfJ+UAwFAkBAhCJfDOmqvuaJeaqDHc8nZKxRdD8M+SLCBUGbO8gAMScyjQPHYsOBBmKcTAq65MMYgxvHAOknMhyqJIT6a/UZPwyWIfP4xBUwby8787QW5hn9j3lh7755V5pRwY6zCTmOkzooLEaBE2M2IeApnyC+kuPHaGYKu/XDeb5UKJNv45N6YwgHBOO/CAZYLemZvDsoeySMWgPuyRzP4+cN5ac2BUWpYUjW7nq9nihGeb6vc23QXVKeyNMh2ga7XhuyqcTINck1A2Jp5aYTWI0pMpU7DFxp7EOQUexe1yeflHAo/PDGa+WBQKg1or7+2foreP/8L//h2hFTPHXHBB3d3c4nU5mAFiq57ajN4uPZiDzmyDjjhG2CoA4SdRQJGTQbQfErvEKazHnciR0hN4LkTjgjJM+qFeOrrq7zre4x12VubAqs2bAABjgieVE6rtAYQQGOeABoJYFZG9urVvSbgmFT2mcgk4dPPLeXvPUmVfDFJLsLeP8Paj5Skk5CkE7XdQXYOT5AdTtSueGyPI7Oe0HcJSeG9Oe+zhaOnJ4Usuh0C70h1qhHIFlB9zVPOSczlucMDKhJgXgqPy6DNXTux5Kib+/7d1wwnF4Edi7e7p0/cfOAwDREJkuXUMSrHQ5GYATxpeMMs4Bf4expUZAOS3o+wbibliCAtVNGvpZ6UpaU0+IpBS31iwngSsagpcvH/Czn/3syWvwRW6xjPbf5Cl6VIh9TqebgEmQEZK3Un4OpfsPvCbAJnuke2tkfdZ4UDD3MBSRfubr3Si58T5IhOshVaKN58T1Ykfl/lky4qPPPr5uz5zzmqiup+FhzF5iPB81IvYDM4NrtYpqDOkcFQZ1H/WRYwI0EsWz8tbIw8W6v1/U5zhTQWFG29fg+ZVIEydfNjy84vEsLuqJV0t4GRD0MIOLVotSTz1NRi0iauSYUdxNt+kYUbVEozofGScXO8DQpNQFXC18N0hEUJcTSiHUUsHFjmSt6hUTo3MHOgdf9RDu3sm8sjwky8A6rhBpwXs9dx6RVht7OF8iRK5WHWNdCgoXrcJYioJGpWoupVSJ1CEIcR7i/CzTsFNYLWhdUH3dghaM9voAAYU04S72NtMclH/1bce2N/Bd1TQazgNNz2y9Y7fQcq2wtiM8Pk2K5gPdOR/K59f2fR/rl2QpF/dQfOxOmn4A5g1hcqLbHh7ePhTAmrIRpa9SLF8sDb0qt/xJZnP5s+4HDw7gmD5Uij7T8+d52L4+2KjJjAPXb/gAgHkvEvdVnSxFcoC8iqHJ8aOtQYADMa8DDZWyFVRz/d2f40UxfDz5QMwPmaYKtq7/G036fvd8XN29cyCWp2uuQucOAWRn1aMfmqHKbSqfS1+s8dEAo6ZoCrgd5X+/Tr+iYPnDxr2+KiJMkjhVVsmBHUin8AAmDH1W4DmTEDfTkcisNZc9pjRRWiF1mpmoFe4pphjeSJFyHEtg3nFnGhv0XtfvPXUJxDXAWT+eUyU8TmufVXsyeBQ+HAQ7VR5GgG48MyiO8542pA7cqrTEKD2kbFROm9ywnCiZpslyTkLp2T6xVxwmrtE3D+3Jwa5x6jXdyhReQmOcAqh6D0fCPYGZK+SfVcsKJsGJhiYisStjAwkFXBZGHjnhP+F9Sb81BmQMwwChocQYsxQ1RmEeCegSHvevbYdE07NS6ox23hxwQCUnF/d/C1uJXa8WNO7lA51kMs2Vz7wfPQn3IymV8JCQ9DlBUAAZ0Nq45AmbmEgF6lRj8LPb/Nn4+1VaLnJ+BJ4+10aEl5++xN39ir01/NlPf4bWGv7t/9Lfw5e+9D7ee+9d/OCHP4EI8HB+QK0FH334Cd557z2Uwti2jvP5grt7y6MQFT8sTwE5b6BR7pP8c9iaN0RGLFrMPm8WPmGeMOhasc3BGMrVttyOMuXclEzdaRUOyApVe62m7A+hI+ZNBSgNN0+Y7eFyDkUOANqVLcCMnbqEIaBIhOCyX7BHDgQ/9YL1scVY2PK5IECuUIeC/pxf9K6KGnMFUbE4fkuirapQAhZadFJEXZAJGCWVnd8b0AHLzdFXy3nRh0cTFRneEYQwUAOMsUlhjNOcpzY+yjmXj+NDeIW58ZGVh2aOPGaA8qu9bypb2qA9LuptQCDse7O5IPNgMC+KK+t+9GsAek63w6jKQE4XhQRJurq5Oz2Gm7QbcePkK57IjLvTnSmsKpMeHh7w6uETiCCqi9WiOW4q1zAuBQq6UlEj+5/8f/4p/sN/+H988hp8EVucaLpBBWiuqN7ncLHQsWUwg44BEEUybJo10EgoLeOz2PB9yFnGfG8m7aukE1BDGtBQ3dBuZdbgBX4cGodOaH0cGAOIoicOVI2JGX0UAXh1Cyf2JczwR6nax7aP8QFjbGLDJ9Z8b+KVwxBzTIABQhL7qHfYIVAZSdrT6bPrhj47jQHqmjibzYtFy7SXeI/0VRMQM9mB4kvslw1EjFIKSl3ARbAuC5ZVk3EzVTBrH5gY7QSsdcUzO+ho3ZLMVzskoEUrwdWKUpaQUxqaVlSG+D4nGKhUIum+clidOwVsFDgKLCYOIM31rwDc3ZtTgi6ou/FfFPBaV/CuwI4wgary9giTNn5TLP9ovTthuV+xnlb11FoXBfWqgkkOfE0two4SPeU8RU5D8AgzivVEUIKYHGOADX5z3VE8l45dw8pf2UAkDQvHSB/g3m5BlhIA3dBQj3z5i9G21rAui7Ebwb53MCFK3R/bOCDWKS5Fw6FaG3pAXOv/oyH/xRQO3doSz9QKf8CVPhngE+Bh8Fdy2W3HvMbi1/lj1NvVC1N4JbliIO122XC5XHB/f39ld+R+OLij7JCur3M+6fN04LXi+so8q3DvITJ6cj0wwAxY4ZreAihWHqbe1X3fEniEkQQb0P0XxTdUbyeBeiwCVmEScabl8+Xegg5YeDhvPnD0BPEiglIYy1LRe8e2nZXfcD2qIGn46VCLjp8NHfO6ZZtw2HMcqSBgNMfDrB/bGRAJelVeZFXh7ee0Mun1R1HtOjQgETkl6T7XtUItpPl5gHsUHejBZH9z7CP2jOldcg0aTb//GtnMW3geHQX/QN+BWSeJfcx0IABLgJaeRxgh/n5qe/U+YMI+sjeFeH9S0z4c3+3PHMAHRZ4Pg1jFGYRdf6ykZQsoInCfJrl6/o3wC//+CJjMXyIPJTYGD9c7n9ubKL0JNS0t7SdEyZ39CUSlp2sCLQdPAZoHmCMCsioAQ5AMpSAWPr8zgW/Tex7rUwKOjnqqdDED9TrkEKSMsfXDyc4EHl4znvx8v0ZyCenMxEirUvj9AIa7LwAtBN6nRXyK0kDOWeRQ5y0E2W1h5n3MZyNxIjExUldiDoOdnnmzY1rRtgNFKMJV4uIviD5ERFjXFXd3z0AE9L6DC+O/+u/+V/Dq5Sv8zu/8Nv7j//t/gn/xL/5z7Lvgq1/9OvbWsSwLpAJE27VMn98whBrrKbEDSva1Ng/LIkCrUxKEBFtv2KWH8hKeZJnXmQSKk0mypMR0uj4xEaVzzzPCTCiVw10egCVP1XuaXc8Ei3fnq33BpnS7S7brvrWuaO1BS0l3gFh5gAvi3qxPpFRYyE8ZHYDJE2ReWHZiT6Ugkvzuts9872OAumpn7lZxSlCIEyBOgO85IUip6I+wYAGZIlV9kuD5McRP3wS2Dg5g3VJgbpFI0hLGxIZyBQDoG2bwyPm2hCsyCHGirkaXPtNzSpABNKe7AvTFAJduNNFRma1ymb3fvDiocMT++3uz15WYGGwyA+8KmJq5KZ4E1XzjxEIbbcWUk6mymmX03d09Sl1VMe4SIX5ECoI9nF9h3yUMFhZWo+apc/8Fbl4CHtLggYPsuevaHiF9OOyTqRGNnEBOZw5E5piCLFfdIyiDUUcdrtt1gRoAiYFM4MzYHOld7qmRn+sWR34g+T5FCl2TGXjiDVNzAJst3I0J6MX0kz7+y9ME9YEspWrlLgK8wtUwxBil66FaceclAWpTg6tR8rytmrxWRIBNol+MCj0o6lCPoR3djGCuC2qpKEy4XM7Y946tbShLxZ3coZaKJh3rekJZVt0L3AzsKqh1BcA43d3h/p0XCh5Zrp7ueUlowWk9oa7rSFJMAKrmR+pmCRZm1LKg1AX1tKBYYYIGUW9xCMqJA6TxHDbMQ6NgJk1wDwu7aowCglT1IgTUI5eXBcvpHmXtoed64uMOgjTlN7VUrKd7MDPWuxX3yzOc7rVwRT2dQMuKHMLsnk5h2DErSMYM8cTIVIPaQn9k1vxDkXH2SCldZbRXQDPgSD2RZFQPJfeeImzbZl4usCIbPfJKNTs8DQ+WtGeld1B3T9AvTnOdvnc7COpdjelU4XLKrRO6pECLJxi9lBIeWW64M5Ol7qDwxFKdXoJlZIAn9SrZlPndxjIsb+FwLpB4H+yQZd+3WV/CPO8RPiRDdnr4pwMgzQ7fIA48LXbQo6BTLRXbdrlpiz157jOAYoMUDFBheGwN76riCeBlPMc9hzLY2ntH3xqev/NcK0GedQ3qogc1nnw/6wOA5eayQ8i9afJ0ZsKyErogQjd93K6vtrRurTXcn1bUUvDq5Ss8e34/klYLsAvMZmR8+OFHePfd58P5JNkwUREWLmKOB3pjHpy3DxpLzB0I79G+79hNDynMoFKtYiTHecl43qBBTXFMal8+tuTRHUk2cr5Yx/w21RZFBD06NnJmuLqQk9U/mrPpz6m9Rc4jhKKgAJfgqqdEE+O/dXuPe32aEeXCKV84HjrlWSGikXT2FpBiAovcTc0f2sf7/LKMcgzdyAwHyoaezJtFNOwj5sHumbpxEBPSb4cw+TPzaYqkqZ3Ku5P7EWhjn2/Pt+N97KKVW2KMTyQpEwawHBhkRmFLfYiqdfboAI4iWfb1O49rdPNU3ze6G8cyC5HXeQEo+kyTUPL7vDWPz6f5mnj1eFhKvDfG4n+2pLBSYv7HoYQX3BPn/vgYV4RsIDEvt5424p+f9KrrdtxCh6+L3BrF04CxX0f7yle+hB/84IcoS8X9/R1+8qOf4v/8f/q/4N/5d/4OfvKTP8E/+F/9B3jx4l08f/4c0kVD2+4WPDw84HLecLo7YVmrJT0GQuBQ0/hjpkiaTJm/JWGnd5lTb4qTz0CKAPocZkjT+j7dyqYvFvoVO8cMcymiaaJFoCGF0BPtpl6QIlDFvHeALNdCppVEFMtyin7nPSBd0EhP3XnEKqr+S4x1MQPGXMTl0gEqOK3mbRTVLdV9Wg8CrMQs85Tv7TYPvM2jnGOLARbBIkxBoOMzEtajNvXhJAlJ0BCp0nPZNUoGFpbhIRgwNOWpJB4G6qxcTZccc90ZgNJ3owPro343PHCJxryF7Gxj/+U37XGCLjGtXbXu4VFpz1NPBIH0V2i9oV3csyjhEKIna+LAkz3A36GJzCVAR/Wuc2NJF0STVAKNCLs0kBnBkIJaGHxXsDTBtu/IL+9voWR9UVuAh91DPG3ueoOYxwsRKf6Jrl5X7t2RQ8Cv5OXQoUZ7jXXqSsUEIPVRac1Flf8+WVvAzQe7l1BcZ9dw2jsi0CTa5sUS4XAObtkzdgywqDAsa/V4bR8HfFl3vOoZkQJHrJ6ebieOucm56Ow5pLhUbz1rhACKJpDuDY13i1qgEWJnep+HfhbWEKxqlfF4a5oPjBl393dY1oJt29GbVntjVs9CDT8bXi5lXbCcTljWFcuygqihLDvqvoLAKAs0pI2tdLft0Wr6oECN4HVdteJZXVBr1ZxkANirDHWg0IrK2dgBUAFeCuqF0dqCy+UCYAfxDul6eNh7BzUD0Fi9IkXUc4oWC5Mzw0bDugycOJ1wt1RQKTjdn3B6dqceWEQKGNcCpgpIMY+A1C8gQqOkd2y7gQjYx/euMsF58A2bRLrSmJOAh0J3AJx0P8+n0xv25olqu3qCdeVzwef9PGZYnY+KjrfxaP3zbMyEfdsVfCHGQhWMgr47n+YhUikdSlr3t20DQXNMOgBNQISihZfb5TLrQYl1hccfAVNenImv2CvFQ3jm9RxqsvJJDRW6jgLJoV6AykVpuvu4VACCy2V48TAzLtsO5QabedpaWIX1Zd/38Ork9OzxrpFc/nXN7+NS0dpmFRPNXunJW7vyZJP2LrhszYAvGt52otVLWxtguHqXNaVhEZzMOzvbRJrWV/WOtjecz2fd21CPSlSK69SbXVMqoAvO+47tfMG7772L3hrO2xn3z+70nabLNGJwqSARfPrpp1iWisul4fnzdRwe2cGBJmVXcFd5kGBda9hGA8h0O0znY9/NhnOZAdUlCpW0PxG/+0cj4oTimU6bZOHexd4RG4OOGq06mJDrVsGPDtrqFbD0OtqIfzClx8miXAR1WVSkt4ZmuQC1qihj3/c30uDbtrcGj1wZyoJ7uMMD8IwdhBio8+7oujHtOF322XCl3vN1+AzFy2goDmZETYxYLHwix2ebN4ika+aZ7/G5QI0OcUXODAzIbNR5CeRjcybrY3wbERHzJ8CjYkcSMbIqDYxhEExv9I2Bxwy2R5rf50ZhF9SSgBydAJjvgMZ62loAYxMfOXcGGhToScZfjH0G6ZxBXPXfDCOPPwYQ7n0Ra53uy6f/x/0jN/5gq5Lim9b7kMhPL0/MQW9PCu5btmtDaYz66WzmkfYI6KTfHd76SPed9hNCdx16+Dm1Tz75BC/eeYFSGK017NuGjz76GP/hP/yPIJeCu7s7/M7vfBl/6V//S/jGt76JWhds24a9nXF/dwciYPd8K4mzRbo+B349bhlOd4PG8v4FBjCgwsRYV+8RCSAQA9K17eihfChErMop2iuUspoSooBB6w3UM4BCEa5GPE7/vA/OIwuT7gV7v4TbbIGgQE/RdbysbkpQTxICeSlsEStx2nC5XPS0vNRQ8gUIzz9mzZ+E3lG4oHAN8EMIFiIiMV/z3kzz6QYthseKshkLYZ03of2gSE7t6zk3nz+PXjeFN4AjoLOGbaGZAZNs2WMizUiYzbMxrdXXaIDXTlvmZk1E2GWzKkfGr1PekiFOJGRmIUYT8470HpEY1QzFMjxPQ5HcTR5zojVdA+mC7muQ8hypfd/gBxQhBSzMTnIvRFJ+EYp8Lgo0EaS5IjwAspDT1AEuhmVo6PNVyMpvZDtAHAf+2i00UEsmp8SxR9Cop4pl8bykCAPJikoex8mYna+dOmFAUOogpef7fUKY8hH5Pcd3XIFRggg398f6d96ZfUfkYwJPw5sSaLsi7XxtQjr9dja+ABxzI/l9IgJ3SpK0JlJ0nOoZaV5PVuK+u+7YOiCaLLlLQ9s27M1C2DDAjtY7IOr9U2uB9IpaduWJxUIX+25zoWNSOMZyDHExHgwNU2trAL6gAvf5Uz6hOf1QSnhfcanjxH1aTw8lE+MzBEKJ73VXN+sDoSwLAELv7hFpB3xmkPg+3raGUglrrSiL5i8SANwbuHUtJkMENWoYy7qirieUqmAb1QVUFhReUOAFD0aOrvB8tNCecSiTNGZnoqHWy0EOzLQAsr3XTca1QcOqTnbse1eDvqvh3Zv3Y4AC4h5g3gWZDYDQGb4YKhMAYOFqh2LqJVSc7kAmu5vaWEBEGAjMC6a18Czbtk15uMkV3a6eA9SBjxu6t+kz6n1Hg8dg2ADTIa7ZOP75MPZ90ccB3Ljv1oSPNe4m12rVXGKXywWtNTAzTqeTRcUUfS5z6GHbtmPbd2yXC+q6mMfOODDx1y+LpgJoe8Orl6/wcD7jK1/5Eh7OFyy1jnmwQ8pCjN34U0+hgyoTawC3/lnvqu9GLiQbu8/pvu+hm3QRtE0BIRACPPJZEvNc71YIZm87zuez5l8rGlrbUlow4qIRYaJew5fzGdtlDw8jEQWXNE2s6lfbwwXApnP48IB1PeH+/g6XbdcVNGDfdcjeGl69esCrlw84nVa8eP4Ce7O8YmGKWGEs4xfbpmtIlp7AVCCtmGnAZreDBXc6aK0DiQde04vAD4U9RYFMdGaf3NzfQwfIjihPbvkdTDFusy5MDqa3kB76Cvl3fz5M563Ao5lha5vcykTgCWcVnNNTNOkU8z+PxQU/hRnmSrN/PwEHY/3iIW7CHVskYvPXwIWi3z/uGXqMmRFGbfGG0FsoGKKHllB6n7jSl/r3Ns2NwaF7uWF1Pb4QWolhRNJaV97NOJmBmzR8GR/4uIKv+ucWG5uFMXxdbU4cQPK+g9IcPnUeEiNw4CifvNsl3olZHwSZAqz3uZoU3sqiJ3wKPM/0NP3qxngg0hT0qdNqCgBGX3N/hrfR/Ow3D/3WPEmsowKqr38G3aC7eGb6LgCHJ/YvUmm4qZjW5s+LKb1t673jtK4BYrz3/vv42/+Fv4mf/+LP8OUPvornz5/jq1/7Kr761a/g/v6El59+irv7e9RaIdBTWArtxvecch+rLabjNYBUs/KryqqnLoB6HSEp4TN/ceU3lOCYw3GNvXnIKgggDb1pzgy/okCVud4bOgSFYKcqlm8MFlZLlIQqUq7m2VMv61nkpYfDjDU+Wsyd2k5pK+2Wo6PEtf4MD8PyDxx4VVIu80uDhmYe5/x4PDZ54eTpjclNj/GcPJMH2Bh3pv0A1yTLEeOZcY+t+40t6sLDy3xf82pTzuUy8ZVRMhhRslvHLfBwvKGimCIWhypdAUSaTzvHTHU7WHD7yAUYjf0b3ZMId1SvijGdKosTyDjYnSUonSbdxuQJ7zR5uxthkX4nl5234ZGBBd5P6Z7z8JYi9xvWHAx2ugx5pnPgFUEjt4FhLDN4JFDQZhhQg1QHzWreNQde0jX5unmzq5DMldOcx/saZeHrnkq96c/WxzW+Kf05wS+R+tEOfcl9G6fEqjwmD4NQ4tK7mFOf0xQEPc08ODctVc+WjNSOMAP4HKW8IwG1v6IWK8ii3g29dTv537G3HUyMCldDmub3IqAsC7jskO5eeAJhrVZW3IOpyBiqeSBRKeCioWZlqajmNethO914gp/QU10UQIIa8g7ediLzJLecdUyDRCyETxJQqcYpoVOB8G6VGBewVSJ1jyICK/jpbKUL4AB81QTdyvsKWDo46TSREHxdzCgnoPLI0YJyoA8x7GUcYM8hLZkIMOSPhQJftaAlKJ0VBqhZ5Vxbi9417HTfsW072r4NAEs8vMhe41UufREJI6zSSTeU6i8GXysGhhDIPHVN7rEo1pv0XrN8lOY9Tw5RAEj+c+jByvDDpiCC53wDENfpzw5GGZ/bL8dpUlAr8zu9V/viehuHHA5b5IaeOkThuA/YcblcsG876lJxOqlHXC1Fk4szRd60ve3Ytx0PDw94tlSEj1bMlTY/NNrbjvPljPPDOdijjtNknlUSbFaw5nw+AwDWdcWyLLicL/E8mC4kQHg/9datWiJCn6mF7f3qgYLWcekXnM9nzTlWK/Ztj/nuWWcjMu++XTWgyJ00EsYzZ91Dvdh2y4OktMMAGJqiwQBt3iMnrct5hqBtO4pVn3Q7ju1ADb3jclHAa28N+96wt64HqN0PXYsBnjtevTqD0LWCpOfgZHcQY6xWLIHsjKG3DpQl6OboPQZENlMMjyGKlAK5yfVHE97hh4BPbm9gFXEQArEcqX5wR6Nqvf/zNu99Qnt6ziNb8J6NRsqIv8RAgK6niwFiIBiq8hFbHBPyI+wjGTYw9BISeWV82dLj7LMBGPh1EFiSe1eWJYyW0I0Ay0yPuHPoShIJQUOZpqxf5ZRp8xh+2ebPPtKLpLkbH84ToTrlyJUxFLp0GR1uP8gyP1mLywih9Er6cCi/bxrQ3NWpL8dxPHaz9e/qsgQext/2nxvJ7kgbyYe5TICS9yMM1cO+Hv3MNOCfGLW6J544mAYTIBiE+IYWwOUk5IzmIz2N03F6vl027x+k/szvnj67EszXPZ3T+lAwvl8CH/tzbWwGqwIdBe++8y7+1t/6m3j18hW+8c2vQZMtqtB7eHjAvl9Q63NUZjycNwg6tFaPtcRvshGmQjH5W5B5TEAg4obRkgSqJ0nWh4kkeolTs57ojOJn8EWBKmJRxp1C2RY7adPk054TQhdN52IIw6GH20o6sYqLNOWibMmLZ+PLQj3sjSQKlm/CBgx0U/YyBx4Kvj5T3WfD6CNnLnlzC672QfqVvcpbfCcIV1E3wohv5Lhwfp2AdH9uGPeS+IHx9qMBPncTUc0kQO5RBnbMgyngcCMmK5dKG7F2oUwT0vKEYdbNC7YB6NIsQToPV3UAGrooRu/6PoF58hAnbzObCbHnEsygHsmx4fQaYbwOOCYmEBNilKuuG4On9Z5kqc8JH+7Tz5Q/aXjk9370A/zoxz+6Mfm/Yc3mN4O4IqKgQJ4nQVTuTMQJD0uPimYAAjzJgBARrLLFCHc7NjfirF9wIw+EdEpgP92rj4aQ7B1oDdh2rXbl33Ha15BxkON99pPaPvpP3k8+9NffkwW08yIfN1tYm28O7/hg4K9fE6N1GD+nrmCO81f3onRvQ4bmAmMmkHQ9SScNV2sdEdLEhS0FgyYAbr0DTBo6YHubhOIQq5PmkWMHjgS47JtG7BUN7eJaAWHUpgU11mWNcOXWG7bWIE11mwCPCMZrS4TCEasHBBcODwowoVvo1zgUE1AzntHJeD6D0CFFkWW2uZMODQ3xg0QBuFYFjnQQIRMKoBLW5pZL0XkpZsERoBOTvA2zomhrkQ+zMtg/Ly8N/TaDmNO+gsbjh1FiqHnIXDGgqFsOnIZt28LoT+omAMsr791MYMsVJRK9iTp/fc2EDNlk6dmYxCRnT2jA9ATLXZO9Qj1xNoCwD11udNF8ewDGvtc/Yi7dATkdxcMPUPTKYZcdQxDF1ypdMwEA2UnAaSfktYNMIy3FvimAFPqa6KGIe/aw9bcZiHZ+OOP+xTM4aM+T3gQDt8g81STexQbgxiEimQeqqLwcIYEKHrXWNNqkO1grlmcKgADbvmPpi3lPKzAdnt+w6rNWoGXfdwNvF2yW33Votbon2JJx+xqCSHNUdlj+y657OjzuCLtV6dWDvlE4xYHGUiqWZVXwcdsC9IBougTzUzaRYfqrJ7IWQd/3yNtYLNn9OL8g84y6YLtsikPbgbLrpkxinuUFwqYjQXkwlhL2YgBwMD4KRBEVp91Jlg6t0j52DyPEPdnGTNSLp7ahf0m85+pRYR9q2hlJPF3e4l1PbU8Gj3bLRzAr9ioMRBTgCaCF/LTZEDBHg+02TgpBBjpEgCYdtZRIRgeo2RRJ6HxDW4I/YDC/WDggFO3RX2MQCfQJO5qRlDuL026u+GZmNMwPdQUcYRQaC5ueiWvSSJjbVcuMDd6/8S38FODxNpQd/53yy95AO8E6LJ7TAaJjnQh9RRIC8cM32633Xc3EuNE2VH6L3LzcFe/RjwwwFnelyuRp/ZTsyybX78k8ISaeMHVE/EJLgsik7phuPHvSOhUMlhfKa12+pvlzfdVHV0JzxjHGO14UnR5Py8DRFEpFQ7Af6ehIVuT3yI3Pop+fPTP6pZtoifINu+ZeJcbzZ+9gXU+AWMlWM4gJwLPnz/UUkQR1cU+J0VxlCUXPjXpPSO0M3E6i1DC2eG3qWoLZBLznyFJ3bokYe+22IJSkYIPDkCrMuTdXjMPf40qe7wdXYIK2HMSBnTJCQNRBJAEKi+8xq3Kj/fMQYu0Hk0TlCi2vW7UKUN9NcWKUojHtXEpUNdEyqSmURCSe6TPeTdmE7GmESq9Rnc7cqadZEE10imZCsmhaFYrN7G+Y526cOBLCQHcj3uba+el0b/Aq5zeHfXDF99L6JZ7nygVE7KTd8z+YzHOF1hSQLs5jBLKLTaWBmcnV37vkfMlpixnDg0IGWCiip3lx6scEFs1p0C4aYiPSNbTkMMaZJ9g8RRqcZvRoEyqk/zlI1LXqlRtrDpjBTvX/H/+v/wT/9P/7T/Eb30QNgfu71UIONPTltKzY+2XMn4XKC5rpI+ZG78ZsTg4dOpPtIyL1nOjmQZHD/SLPld1jJ+foAlw29SKqI3xh3Ce2RUVZVDdPo9aA3cCjyCFhi+6GXe/K51x/EiW+UdlU6UDp0fgCp/fmBNtEiKT60/iBORbGCR+IJJr2rhmQsz3pYaMQELr2EWa0MCLHhTHUEU4hUE8GJo/qN8NKgRlPPO1rwbVq9aqtqdcmu9wooAIIMdiS8xsbA1fRBNfrClpXFBEswqC6Y1kW1KVAumjoxmXDtm8AFZABTkQEKhVclggnoqjOpt5MXlGz7dugMShY0vYG6QxwA0mBbA3SdwCWB4cJ1PQ78mhvECoXlKWAywJhhgSPHweOxfNBFbYqkWmdqQDiQLofxhR3GTD5ZKQSOdXyIW6SKKYv6gKN1BSDpnj++ygf4EaX/iUQC203mrLrHRD1bFlkTJG8r/nZDsTcMgA+h9ZEQM2KZHgfu1g1QZoOD408EuiSTIveo2K2728tFkKAjOTWHtbmOrsfVgs0XNmL/GRP2Rx5AAw2NoW0HQA5Bz4oVs+3sv0tHSIldBNnG4ACvq01C/PWvbAsHZfLhnVNYIkBQZfLpteymD413gHyyoL6nmI8otSKpXcQMfbW0FpDEbGk+Ro+yAZYac6ijlLYkjq3ALN0rLqXtm0D6JmG2jHh4eEhvOGIBsDH7F6+BhDZvAygzPuq/MI98putMZeKvu0KFIkWFGAmqzWcciCZZ6eKLlE5QubtBIFsyr/avqPWJa2N9qOUAYITa3XMwlr5VedCvRrP5wsAP5wxncdwh2VZUJghTWIvTl7mQvAcfFKGzMwqnKavMbDd8/gRpj0cwJDTPhFaH5Xo1F52MGnQ8a33HV4eey5rkCP6CtNngiRfTW+Nw8034gdv354MHuVKLT6Dqr9Y/CnPANFo8yQfTU52JTkx31nYj6eoUA61Penm6YTdViUbeccm8DjocuNLifcd79ZFonFCKPY3CYgsJ4FQIqPbLVeVG59ZLHdTA7MDJlxtUkwQ35Q7LpRs4CIarw53u+58INZUrQBjvrkw9s0YTimWBFGi+lip1yE512NzaXNj7iX/qsIErUPEk7rpxu7N3L2Ll3C2+ZnefNgMriSxCwdlJFqKkVDWasniZKKNMBDZ6+eRRRdQlMIkq+QgPVUEspNPLbftHiYyK+5PbD4+BynyfjhM2/QZHf4WmQWB35l5W7+xr65aH/Ny5b10fOEXpEkXbJcd+95RlwV3pxW13qvQ6+6J0SBQI4hQLLfVDPApViKoxd3nh9HWzLvFQ8OoI1yzlYaBWiwxceTiOXIDhx5mb6BR8QaAnYYUqjdZ1OisCSSmw/6mUGb9jb0Jnlf1drheN0LEe0efKZ7lUmzK0bSrm7HuM1e01fgoRRWaqBLk/KWnSkYG2ggeiwO3fvYOgVYK6V3zl5SqfC17cHluOrnhdTRmHUMZtvcxMcASIVYZXL3lqRSASB9u3jls7FaFEOli/kGJFiI3GzS5Yerj2MeIpKw+vzptPXKZwPsoyte9igqbAqMrSBpyQ5rPAFJMEerosCSwICzVjRsAxJHbuHVBdRkLozdXoptXXdKxcOGgS2fYDhb5ViPzWmg2flfsBR4K9IViLb9SIx6AQlQEYvMW7IytbUoWDmaIr+umxk/LOoA1p3EBPPeavozGf/4ZY8glSvcBQ1btm37YBJHEGlDPDE8ObR5HSKe/oUd1eyebct0a9stFc3G4EVWr5u1hgocpojCwVGBdAG4jeTeb96A9C60BpQCXjiCO3mZN3DxtdEMB2DXBKuwgp+079n0DSHBa16F4mxFFBlbE3jPgmyx/Ei1W4bHZaT93BUj0+B0sCzppOIvzlrro4QUA0LJCSgljgosmhO73FAZr6w31fkVdTnh2/wzr/QnruqKUimcvdO38MKL3jqU1LKdNc69IB6RAaEFZrIqleWlxrVhPC5hXne/k7VOYdW5bw7ZdNOG+CEpZsbBga2fsvWu+FVq18hh19FJQoCFxbVfdd1lXPdBg9+I1vkUwumbLIUOxL7TikYcsCaRtSrQ0qguy04u4nqwHy2sZOdK6A6L25npa4Quadb6wUfx63x/0BIajJ1NBcgCDIh+o7sOQR6RewWA7dPmsLbfPoCkPbmA/VjK9t7VmVYUP9oYM8CRyHEoqMJPsrwB9ZOjDWcariqv3F3MMCIcDIoBW6OGby9sdhA62ROyqD1jeGjPuPaSsmN2iIVQKjmmVME2yvixLhNkRLKG1Ad1xECczWLhtG2q1g2Mm1KqHZzpG1Rt68AfBZvc+u78zz3j3VvKCFiav912r+DGD706qQ9YFpRbs54bL+YKXXCz31o6PP/kYH3zpA9zf38E9stx2vJzPePnyJYiAh1dnyN6w3p3MY1v7ULjg/v4ZIIIPf/4LvPPeuzg/PJiHkrHlUlBrRS0FtRY0gRVM6aBa0UVzhHpibS419j1c9zWwvYngYdvAvWJpCkJ7NTsvzhGefXvDZjmn1vWEWgtOVrUNIjg/XPDxJ5+g7w2lVmyXTddlqXj27B7Pnt2jlKIhf9US+HOBm5ZBy9m4NzkzIgFsTq9oX8BUTJ/pKa+n2oi9q83uFZOR7LCs73fTa5l4cAQZdtl0KC8uiw82t6mpcaUSgaWRGGHX+oijxffZtaeHrb1Gmws3fxFkFHg2aEzBNc+WgcKPazRnmhswxoCQwi+QDHlbIIa74SZvGD/FvOro3CfA0GtPCmfM0/vJMswoh29sZBoDmRD4gXO/uY04XcIo8DQT22fSbhj42Qvnul8+72qSRA4hGt/TPIHpub5Fbn3+SOtWdaYPAnfFFPCE4Hj0nbea4otkv8/cggBMDkoyvNggr5mZNIfKjNyI4+hf7xzzM4XvkBu5Nrfmrqq6i75/27YD+ElpzgGIGoviFT+gSl9ZdPtu+459b+iirqrdvCh662NVSCeHbV5dYTquD4P0VNWuIVfYRBV3daZyw/6LYeHV5WTrOfjEtpuS3XalZeqhIEpv6Oy06WVmYyMiMyX3YBEAd3erCjdRo9zJQmwuBFB3WEkCxE4uclM+5iU7ychkBr/BHX1vGKW8r3mlVlwzIMV5oj/fFTsT0JUJ577ZuxdVyo22bBDKj/YWLs9a+WYOMRI4GKRtWdb43b1jmlUryUm7AavaGAZfA5NALKuUS0SvKmJamY4mA92wGHUZ8yFmdLbFjCWYgXqY8wCAnOmm/AnZw1IOckLyv2PR5+cn0CoOFpJSyYd9pjShcxVAi9tITdD7nvqHUHb1Xbv9qm7XlJQLLqwnoX0k1D7Sn3/epOOyv9RTwqLV//x4QCDT+7vH0xOHJ5melTCwaU4QwQaBGYTsJYF3QNwF3fZWYbQOvSeqyhCKMDoqgP2qv7+pbQbyTaHrArHE6myuFMQEcAHzogALsdHFOEmdac6Jxj5vPZRIxPusmU6j18n4rJin0ubPMz7ZALR93Ne6gkbbjr1terjAlufEnxuho9pnghmaQvAE7OUoLvK9ib6vfvef1dwKI59NS4CBK9qMeavNczGAXU/D0CwBs60HE0oZcjjm1x7RRPfsvnvuDUCKrlchRqmshbya2P6w98Kq76jVDCFG933p+jBXLLWirivWuxPW+3vU06Kl0K3fLJqYmkW5MXdB6Q2nLjo3xTwHSEPHpGrYB5cC8DoAQ2XkSpXm/dD2NrwVq570oxEICjY7iEldwCKoWED1onucCtb1efLEdU8GpRX1qmDwYjmRDDzz8DmfhmCvGHM+e5mYXBEnYRqyrIyhueEv4kD7/Py6aHgdlgXwnHOvLmjnTb2i3D4RCcMaQABRKm9b6FIthSzrEitALtzRiMzrZEEtFafTCV+E5mFYdiwNPzDc9h0AWfW+JF1M5x1hOb5nOEAk+LP0BddyEc5WBj/z6lrRB9i6JbnPPBJ2uzfssqwBnPjB+7IsKRJArt7tejibN2M+nPnk40+wtx339/c43Z1Ql4q704of/fDHeP7iBUqpOJ8v6L1jXVd88vEv8Nu/+9sYZeZVN9pNrnXpOJ8JtWmFsNPppN6CNCJp/NAQxLhcdqDteP7uCyyLpj84rSveefcdgAiX8wMum+ZkuvCGZVmwLBXLuuL5s+e4f/YMz549QykFy7Lgw5/9AueHM+7u7obnk3kq9daxrBX7pgDMq1evsG8blnXB6W6JkLfCBeuy4O7+NBJ1tz4SdDOj1sVSJ4yQX0CB7r01vHx1BtEFxIRTJT0zWBintRrrs/sss1Dvmoy/W17H1tTzeT0xnj+7R2sNy1LxZ3/6AD+AI2YDvTRRf6k6B1wK9r4HcONObYJht4PGQaBjAkPsJPoNHXUcOHtlPjF+nPmFHhcmsBruuH/Lyebtm9smgKc5ICByTuqhpIjO7T/+f/4jfPzhR5/BW0d7Mng0EGVE5zLKnDXuzAQAnXQSZzhurOhAPeFzbj3QOoRgnfNY+KSNvyavo2wF5IuQbqN0DcWPR95w3diMkTA/SBWEp+B8k4tgNlIOOt9TWhayVyfgGUQjmZjp1PncCk3q1og2oNvXT7b2DCHNKOqNW3ctKegVoNxeDCEz2/HzvWGEugVpuY4wQD7KfRELJ/MytYIoYa3XcuiK1wO80chogCwhJQ9Bl916XT/Oj3tdHlgn9+sB2ztNUAcoFYDjMG59zFxmo9ECcx5/t6TvncketlDo+68Bkz+PxpYcyvlAb5pkj1lD09jpVwCudqAuDbzfw7XOq3m3ag3enG4ygCAhLHZzpfWvPNFy6iNgVW9gFR8AeJW1xKDEkqBOewGZrswNvCiRCdwYOrDJw5gIBCpaOWcofwTPQxE/ySv+WPnnQkDXcCaBAJ019a3Pd4TCaF/avuPcLzitK+JUEBgl3WMsBBd8kvZi7rHuM62O4TZcjNUvIc9xMUA0mphH2nTOe4saWEiGjoiASRWhThdETqa0joPsbyvI8TrrrAPEXo1nHp6GrHQIhBOpkcvU/z97fx432VXVC+Pftfc5VfUM3Z3uTJ15ImRAQphEQEjgEkFI+Fx4IXIVGYw/UXGCMIgIKmhEhPve+7lXCQoiKiDwijigCMioBplkRshAApJ0kk53eniGqnP2Xr8/1lp771NVT6c7AwnhLG3y1KlT5+xxDd+9BuVZjiQxblCwqOq+r9zTRICvCDHmcB1GQIxV6oqBWiCGqzK3tCpGBFGyQ6sKjyN9t1aPA3LpW2RXd0kiK95hrgDQosookXcerSb99ObVofKdFfwN6+FOUa7uCRTMMA9eFcsWnhity4qngXKkXrJOZXCIokw7IlRlJnOGMGvnIFWxGNBTUWEqRahaoiihVKUCZOFgCdQtwntavcYCHIWmQdtKklhHJNWwjN2ZUFCgiznnRLFktZ2Q01L1SIDWtPalG8KqF1Zem0fS56DNTXmUgoYgsPbTuq0HN5yNAjn/YDU8c8UlMawqqcpTKQgVGGA9UbdTddNHlVdWVQ1A9oN3XkKUKQBByqCDo4avuAT52YFo1DXvnIS0+eEQ9XAAGg3hB0NQPQCqquNt5tEkPp09tGI2gAo5CFIPWuezxxEDlsGefCUyLEpOJVbtKbKctDtHqEfC31nni6OG4BHgwgDka5DzqAaDxH+jeZGpgem9JNFOYJGFMTtN7K0yxNZHXgpevlPZ6pW3sPIQ8UIp8/RJG9f1QC55eBZ6ICAGMLcSApQMgBDlgAMyF0G9PVr1DjGvL82UJX1N18yOUJ5JLoUouhSuJbpC9mi5e0nktkt6M4AEAsUYEJ1PB+iA2XHCx5tWEh87zUmzoT6otmEJACZD28Cpwm60N5nndrYxVQuIrEmTI5gnxYtmD7apWA/pvMgRYgiYhCAgg5cKYlVVY2FhJHmtgBRyFCNjbW0d5ByayQSTpoFzhMGgRtu2WF1d1cJMEpUg3jDifTgY1BiNhgKgrK5hbW0Nm5eXsfPmWxCZsbJ/RbwhAVRVhcMO24ylpQXsvGknxpMJOEasVRUmmv9oPB7jlp27sHXb1gSSTSYN1tfWsX//ClZWV7Fn963KgyOGgyF85RAQsX91Fczm4dNKaCpL37Yedph4VanMXltdx9raGOOx9DeMJ9i3sooYI47afhTgCFVdIcaI1dVV7N+/HzFG7N51KwBgdWUVh209DJs2LyOEiMlYkoTXdYVJaEAQgHL/vv044sjDEWODyWSMNgQ5EEBE04rn6sr+fVhfHwMgLC4tYX19gmYyga88mqbF+voa2r0tdt60U8LnQsRhh20pAOTMNxmcz7v1gEMOXgkhsrLYrO/NOC2UttbUejcddnofzNNjkpnJhSjn7JUEFv3LQ9oUVNGdv8cy38uHVOjYbpav9M6mQ/Q8Kl25SqBi1vASu6CMI+R0r/yaFdCgxEys9HqqZJYEYH5KercuBt7I3dQm0piPGdzIE6ePSY3ibrdmH1kq6cWNWeAd3ARl23PWX0fCzLKOONOC6Yuqz8xDHJhZnzX9NO7+VTw08Vuo4ti53j1FzcwZnXGbWajTHxOAWIZkdMehM/8oNlznOUXbO19OGVd6jwA8Tm1JQbVzmEteW9NMY+6eTbdT8lzKOUXK/zDK2bShsk/MGcXurnX9vvPCDB6ALAlfccLSGb5ixJjz+/S7EpTI2kHRcO6uNRftkLfLoO4JFEILR1VSzk3BkbVlAKrlIRAeE1k83ipSXmNQoxrChmSWDLsNUTxCCAngsf0QWTwVicx1ndT+8XldKyBA+ifxNLykPMGiN0CarDi77duj3DRv1WlhIDnl5Pd2tPGNB1L3GytoQ9Cyu4FVpjEIDRyNJU4dMg4xcNFu+1tcslFZuWjNpZTWapHPxXj1AQBJUdCUX2itUk4n0GqIFYJUWq9CFcU7ADVi9N2GWE/NROR8SpXGLIE6hdGWptbntdLpyyw/6Y65nUUpl2b1TiAPFKE0xJJDgiNhEiVviC/ksaRPb9O+TyBzAsaCehpw9gwg9WiEvIp1zxvncGrUtU0eO44REUENX9ay1TG5bVMkKYEeqXheETJFktfHShNTOWfqAVhVVSch6/cyJdmb+KleSaBlt8QypIiwKL+qqHqnYI0+ETDAFgCcAiwB8GXuooLnTMkCMFDmkYH3WdYz5HnFCaY0n7U6DhQE1H1geo8sGH0lAVG9Fzt7espItH0SI2TRFHIsgTPaTl9B8qGVv1Ej12SZ8nEHHQcn7Y4ci3vkKwmplbmxXCzeaRLngYAawkhjAsX0kfBcdw4RLJeedwTnpPJSbOVv8gGAetmU/CgtEJZ9bZWSNNQMzgvgbLLIwBYA5ILelz2S4AJcTBObxwnGr1wOZTOexgBqB2oDvGdwJbxH9riEL4Fz+gDjJZEIAREcWzXIpCx28gJI61P1FUeSUyT1Rfmn/bPlYB5IXZWpu44ZaU3FNqT1SOnZ8ruB/jzGFompFfNfoCUSFgnWcCJOabeiAr9Wbc1ysFquuDzGEA9M5rzOmOG52CuwEK+AGO4ZnpUEpAFJ/KiQQwDy5yi8yg5MbW3Ybjad1A7CSF9QGtSlnmr6VjbY89yUamiy34r77BlNE9QDUsfZUfEs8exNHS1CzK1yrYF54/EERA3W19exurImAL/3qAcDhLbF7t27seuWXQDkQHZ5eQl1XWPv3v1YG6+nd8YoSdWbpoXzDgujEeq6RtO2uHX3rdi3bx8ma+uYTMS7bWVlRcPMHQaDGnUlVd1uvvlmrK6uASBUtU/5ivbvX01yeTwegwA0kwZr43U0EwGhLKeRI4fFxUUwA007SR5WRDn0sGlbTMaN5B2qq1RZsA0BoZV8hzFy8mRiMEKUULrJpEmeilFzAUm/SHK8hYD9+/YjxChhcTFgz949GFVeUkKQAHS7d92KfXv3Yc+evVLR0BJiO4embZPO2IaAavduLCyMsLKyqnMpAFLbNIhRCoiIJzxheXlBwoA1b2ACjqKtRRUtQRgNe62rvJGqpvwvL8z5dLAmUWFaF4AUkj5sfIwADJzw9KYNmjZFeKsczEX4Qu6b80C2+SnJxTubDj7nkRpEpUtXJhFaST+0PUzdW7gcfIIKTjNMIMqtk0VlgEji8Ra3DJMhmSFNGx5czEP6PTALIJU/IBEKxBstAAW3bJIVDbT7c5tue5JsHc4F3BjpJLvbDnl/XsPZOJnuZzZ4jVlz5zmdvzZASktvFtPf8q9I22MKL7Bh13nqzyllMveiuKpKQLmebnNTFmBHOa6l4ErhjQzNni9u7ikkUgVgHr35i0EYkSlmeYysj7aW4bi7/uaMyYZE3fHKc0DptZyMNrsnd3wWAFOmUipSnWXBqRJTdw9w2rv536F05K4njozocshNWpvISpt9ziCoGB7BRTh1+7DxLVlX2UOpOiGVJCS3WQaPnHOoqmGqdmFKYw5HKxNEigeCyNyoYQnlC4Wfkca62/Vyr5i7rVw3virwTlptSQDdfsHBnD1BVR2HhBVR+j6tUQMuyAEsHoVOI8w4KYzGPCmNhXWKi3dOw2qZGxWAHgNMuRpnNhBMgZ0SQMjf5w9pmPKbGDl0Mz+2UGR1hZDtBZ0RY4XaV07fbBAQazwkifo8FvKwDLqkpKbkEKOuMa2CZOuWU7ljBrlKB0hyfLEa2VZ5knUtS0qKrGSYXAYsr4UYaey0YzBeggwYKoht0flgSa4prXKyZ6zLllOHgZwQWhX5KMrRpz73Kdx4843zx+x7jBI3MZmmK4M6i47SIhM9JcseBlLlovxQBtiDqKv3zHU7FGsh8xVLXGZKi93XaacBGCT3E2DhigSkMCgq9j6sFnLuUfbqpW4zZ9iRrQlLaVDeZ0CDCT3zAErA6JSMB+U9UcjIfJAoLwi6pi3Uwjmn1b98B3/J4wLxkgHgvEel7ydo/g9ILjavgLZjAWucl9AM7zPebAZClEbL3tI4LOcriLeNzwCaeujBKoL5Ks9tGlzNl0fe3Go7eTxkfqrciGjvFPDRsRfs0ZkHoskrMeRcYXDDGY+2MGaZa6kIpWGtmjNH1g6l9cSgdKZcZvPo8Ng0t8qX9PlwnTsV4KepdEXyTqlSxxoaPaun5DLjee2xehoXZxrInjhJ+mQdSNeUSZopdSrdZzqX6Gw5vOvupmhytuMKT6irKnVGupkPCIRtGEis93Ahc5PNpnKN81imNxhYrvup1GuSnqwbJX3P+S7nHDyrZwnLXR1Wlp5mLZHKhpRuyDoEqWzy3mM4HGIyGWNtbV0/N5LM2nuwA7x3GAwH8FWFW3begrX1NUQe6DZU0MY5jIYDCf8ajrC6tobQBkwmE6yvjzEcjsHMGAwHWFhYUFy8gvcV1tbXwRAQhiOjqgW0sRxEAGG0MELbtFhfWweY0bQtyBFGoxGg/ZDQ0Yi1tTUBj5oxAKchsbU+i1EPBlhckIIZTdsqmCaAkHMOw7qGd15+V9cgAm7ds089NcWeqpwHIAeDi0sL8M6jqitMJg3279+PpH2y8NxqYYThwEKzCfv27cd4rKF+LImvHXnUgxoDHqCqalSVx86dO7G+voaqcimv48JoAcPhKIUaV5VUc9u7dx+cXxLea7wwralCXhQrL+vqmItxULEahUVR8U358DnX7FPnY9aowV3A1nAPS2/j7MeJp7v0DPPoc46SF21IThkAORag/y6w1Q4JPMphBmIMlYPhPRUKSZfJC+npqvFrQISvDZy8BYhyoumnfm9hAKVym9rGDJdOhyhNIOk7ShAKXLg3cp7AjUKkkh6f2iDtdXndqQfBBg+YQ8bEiDBTITcBSNM/KgRQagsKWVs8yJi1s0QapqyWjyv633l/8TozEuaBWXZFxXt+yAZDkN9nip7p04TpfWiGselGB0OWhK5jZBfTnA1BPaFgp4edXDCM7rrl9Kypjcfm/ji7IUuFgQqgBswpRDM/M/8+DQFlAVwyFLK9RXZ3riDWXXv57+QmbFdMIYx5/uw3XAzeDI/jaQWsVO7ufvrmddeAqILX6k0LowUcffQxqsBK28sqDDb2sne0b5TXpBFrP41/mJJA5BIQZGCU8x5VNdRrFv9d7I2CQpQyr8KLooQllEtP55rIFYxGv4q611N+h9m1Waymwki9M+fKgFd7bOkh6ADPcK2etGt7mXIi6axYEroCwdi7zo/Ok3nLmLGY2A2XwFH2YiEogGVfMSE6y9dlez7zLO60SQVylXN3yFrJCnPe0lmlSMAuoCxX+kbE6oo9NYJiSaTfcGePqVlGrqPXM5yWmBV+wAbKMLRwiINV7YIle4+lOz8nIIKZNT+XuW+XoT5ZjU/VmmJRlUcnoctnNXEqR7AzZUxDSW2QSbvMLKEvYFhFpmiKawj4xCc/gZ27bpkZs+9JKhQIk3V2SCG83qcEwsb7nYI9BtgZn7LnZZ5SCEkLpyr1JKAQoqYYoMsjEjjNWT4TNEyM072SA60S3czm1kLbqGwLCoWqlKtF+FAJfKBoswEEFh6W2keQXEwBaINeU/7rCGSZ3U1+RRY+HzUcy5Kbkk/7STwnzGNFwbBKgRdkcKoQkanNzpJM63gxa2hhRVJCOjKcArzeV+LV5Dlhewx0QVQy3M8BvoKr6lwRzYAj86xhgArjPstsnRPv1EsLIA1NE4VV+0ZWLhP5FB4AnAJf3iPGFrENEqbFUfKXpVyNrBGQnA5JQBpmyYAnTQZe+SlMwiVPMCnoYCJPE4jbDkkMttATbc2mPsuDo+pYFCX02yIdk5xngKy/09RVDtNad2QhuFl3M3nOcAqglHqbrgkirZCZ12JMecD8DCB1TyAutlnScUCaJ6bwaLexKHQJ73wGbJC3MwMpDxlDxWCh9xvfKw/WSjCNANWTiwIdSTZ2PWdiyGBf6lN+DWB5xng6F6ndo23xDrWGmNWDOgFGVV1jMBhgedMmeO80x1CNpmmw8+adWFpcwMLiCOb55rWS2qCqMRgK8LF7927xQlpYAJixvLwM7x2WlpcgHjYCtgDALTffjOFwgE2bNoGIMBwNMRwO4b3DcDBAG4LkMtqzB+P1MRjAKEYsLC7K+oyMqpaKim3b4padu2QtxwHqeoCFhRGGo6GE6rUBg6FUAL3lll3iNaR83HuH0cIIg8EQA8tVpmM+mTQK0giglMKTiVDXld7rsXfvPqysrEp1ueS5GLFl8xKGgxp2kD2ZNIgxSrsMxFewzHmpzlZVFRiM9bU1bNq0CZs3S/W50WhZPLYGNQZ1haqWsNjrrv12yv1UGtlEJLlOzQtN9SYART9KXa6wBZGvG/6R15ld56m1mDZMWpdxeu/zxrCO8AtOwLXlLzV9q1jImhs1oo3mDSY3eqLkMXln0yEnzM6onCnb9n13E6PYrCWzzGqpPVj1BohwzWFWKJQLeUFQMMMcgJOJHSWvQnKDN/WKcuLfjg031djkWp3KUss9SRCpgpNykQCIhadV6lnHcNuYDHFPykc5RgWfnXlUudDS36aVF4qAfh8ZAEW4wgN97rOQUwf4lL8kCw+2OH7l5gICdsG5/NwNOl0CR8hznLZooRRHcJrHqYnb4OGZIXRCuIqT8hginM+bm0iYZEryR3YmjLxItTVzXxuL9wCZOZjBmRJMqkFa3CQhVfk3ejHtrdmpKtYVy9iV7sCHTOl3hcFaXMv3YUpps885EfM9gf78HX/W+XziCSfhGRf/pCYHlzAZIGA4qrC4OEynjt47hNaM8flM3L6z5Oggr9EZTkENDZWjbqUVUTSt0oo8yRGhKRKTOpJEgM47rexna4VQaRJPKvN3KLOMDJDLySmTXahKUmmjSTs3WMO3kw70KIJ4JiwMR5KzJUZEjTaB5ephzeXi5DTN+A3McAWn/D42JtEMoQxh6J7JL5Y9rElYS2VXeYuVM0UQgMPDY94iTnxAeysntBEu+bZ1NGkzY/PvDRyAJS13IAtPLfZvtBLdM8YIyiI1RcMIQYEcOaErOKk+V/pj4RUxDal4XBKcz/dHSFUYIgfvWA0toHQ9TIlLi/ktz4tlvdnnmF7PJCCimIVxaozsXgY4V9wDR2zopfU9ShaaBtj82GgI77UcOQYWiyECeHjLNQ35UZkfSXUrryCG87AcIaliGZCBh6j7X3PVdOSbGW5BgIL0W++B0KR9SU5Kqzsgg0rpnyroEXmPGxAAZKvS7gWyV42RPTPEfK+1jwjwATyeaIiR7n9HcOxSzhEDNkxeMpA8jwgymE4RnMAhhwKq8ZcBmqSUWoKkrl6mXRKDsQLXDKdGl9NTf2oVZKqAylfwaJORzYCEaHGEY0YkSOU28qBKKhdVdQ1XDQQoMrcl63kXiQAQM2Dm7H71NmuKsLu0TrRfFAFusy7mnZQJjw4RAQgNnBOvCGHLMiBWPpu8hwOjUo8iX0uVKF8PJEG28Y1ChWjaRvmw8qMoY86eEn9gL8+mqHpgypFka4akf5q8GI7AAXBR7iUDyRh5jc3h8xwN3EEyM5xOkoN5pVHKZRgDo22RDjLSuiGFwJIMEkMvqBFXOWi4/DxF/O4j0TXVjjFdGSzV9UjyRgISAlVXOp+dZOj6myKcNXlpleMzNfbGw0QPyzp4OVdJX1Y9M4pGlXif9x5cz5lTZC/XEgQoz0a898mIZ0g6Ate04MrjyCOPFACxkvVDBAwGg+Q80SjocthhWyQhPcqDoQxGeQVRqsprAnKk6mVOqy6Cu7bBMcdux+LiErZs2QznxOuIHKFtWzhyaNsJQmBs3360bO3JBE0bUhLp9bWxvLsSYG80GolXk3Oo6koSSDuPGCOaZoJaDwOqukIMMQ2/hX/5qkpeniYyTj3lRN0PlPQNZqlMZ7+PIBx55OE4evuROYE2EeJ4DeJ1m/N/bd12mOTO8laIQ75r1YvRq2foiScen56VQUDxoGL1tBGQpcXJp5yItpUcfcwx5yJ1JPvducwTbc86WzOl/CoXlti8G+u+dhhdrIapzyVwNO19aPrszFMZaR9ykrX2C852h9onqTCLysB5oOmdRYeUMFsmzyUBDFP6AMgkzjtnn/es/DcnBdrN9eYwwRbTIhHFtCqAqaTgWvWhuZOwcaWwgyE7/U5KtLpwilAWQThv8udT1/DI8cZiqJrBU+aMmurMlO7AM+W6y3vF+KHiUjHGU7tBToW4SK5M2uKukYNSePBsRaluE/JGMSP3gGTARAL9pPXmmjfTbLbfxHT60+mvenmwGo2A8Q0SN3UDYlKZbad5VYoXpKHoDnLpwpz6dlvlEYv+zx0Lew9nQW2cSKY7A0fWU+7+eAZckvhYUTBja/PB6Ph8c9G/ZBjExJxNkNwh4Oq7QN/69nV47et/e+b6Dz70IXjyhT8KceF18J4QJgAjisI6dX8K00Ou3SU6eA51DNSCGaiK5OQcxXXUTjosaarlobGxk3AwWZeRSAAsE4StJFslP39fhTai8h7iVZVd4Z2XBJYlSeWmOytJp+wPUNA+ULpajp+rPAgO3FqZV4ZDBVhbQgDzWD1kykTjQFrNjDQeDM65DZLimd/ZauJVRz4BMN0xyOs6sAFBnRsUFNEqYrcpycSDJwbhNxFBwbBynIoDFMuJASifAmKUstcW/kXTgzjVfkeUvCestHJqCzNiG5AfpEBAZEhVoIgI89jQ/2VCjUpswsBg1rwJXtZdDHr6G7tAsYUHAZB8WCGIUui4+3wAkVuULghekzRnAFzjGk2+3kWnZHcXxSj7O7RBCzsG0WEDUnLxaIdeDAnD0ZCi6PPeArLtnDxMLJTJ8slMGqQS9gQgqpLsxRsmhYWRSgwLFYsx/46LF4YANJqfxXvxRiICJhNwG0VXsRAya2AswtdsyyHLSWcGfcebplB4mSFMA3Io2Fo4gxhhUb1MLNltx+BMhq2ThO2khn7kIoxSqB4MUqiar6TaYAa0KqRiCUQyDtFksFePPX2eI/jKay6YDHCwbyFlxcWzgNRLi8jraTCDuVWjuBKwpPZwtRiX9aAWj1Rvia4VMLERVaBMNprrOqgydE+pF1W0PBkALEG+g7Bd7+HaAMQ2z0cgUBD5ksZY9cg2ineg5bRybgAMoLKq7vwm83INJyQoSJRnItUkgA0fSZ8T6Jks2rwBTDfUdYXICBSk7iRLVb9caVfenw6RgWRwSYiO8G9feQTVi7wzABMSmlOJV3M70Xe2UQ+lZH0IeEk6v3JwwW2bnh0hXm+AjGEI5WTdfeTIi0wWBRYRARNeQ8VWQKQwPhkp5LkEexwRKq+J4BVgMf3IOdGvgyYdB/KWstxDndx2XSGT9S9tXylZiCRMqRMaiJjy5YK6tmjpyCD6UkjPDk2LBgIqSVimhO5579E0E6TKY96DIId/DkCgFoPhoNMGS4dgWa0WF5ewuraOppkgHYJhjn4OgB2wsr4COCAiYNxknS2r6cqHIifZIt5FIclUA1QXlkbZLiPCpG0Q2jVMmhbNZJLev7y0hLquNN9RRBw3knOJgeGg6iREX1palqTbTaOFIMTmWhgN0jhzGxHbFkFzJYYg3noVMkAVtZ219xo1wxBxJ3y7qqvCXhd+G0JM+9i5GqAmrQftIgBgMlnvzHnpIOC9hnfpihIsfVZnnksF4DdlgSbR1cU25j2CbQC6TzCZPPXQMtqpA0y54nAyhhTaRiWPvGswo0QHDR45OFFslEGniVVj3AbflCAEcZ13pkCru1hIisIcJVGBgco7fR8AM9wZolQhybcCVaO0SRI6qIqNueNTEfvMQMrvAsjGdHoqEDQZqKGjHbBCVwc7klOO9B5gjr1yACoWBfMMU7HcTBsZjqV9dYdoZq1mxiyfMfWZO4JfKnIcQq85i4B5bUnzo2MaNJ/JdCqH+c+WEw9TVKnIhZKV1yD5QgrhUm5Zy+3iNdwocKFQ24NszTgzeMqv7DsLugxICbHnWoci8Oz4q/Q8Ylv00BNh52T/WII6AE4ruIhiZ+Xm81xttEja2KY51fTIyRjM/JoVQtST8lgKyHzP9xJ9+jOfxWc/9x8z15/8pKfghx72iG6IUFJOgbRflQgkJZEJoFCBOagiXWnCvxwKIltZDGs7kUsnsjNAXzaAhO9EeK6Ut6hQMN3fk55gSRLvaIkGKxPius5VuAhQOui+T4242wWqc2HIpL64bAyokUsDBwoOoQ1YX1uHs3LWVQVGgxgbxLAu+ZEcyWkXgNByChGw/QsDTOzEqIgwyU2ZkuBAMrJM8fXew8F3T1FZvZYcIfhGx5BS9+YeSED3aZJ3hTJoCmWc3SN2nSNjYts0gUMGTLYdfkxQ13hyYCZNzh6LfTqleAMp3CMp4UEVbDUCGKzrpDuTMUSwVtNJjyRp73SOEQ6qnHmpMMQppCgCoZDHdthSQROwh7QHTDGSfRO6ffkep/3rEwQHECJqFs/eqq6wPl6DQ0xljhMYx0gHYB7ZU4TbbBTBq+XvnIA1AYoTeMDVOTeMATMNuqBRGmaVbwhdgESNE24CmnaiZd9d53S0jS0qTS7AmoeIWYBHVN0wq+TdVBLlZyW+FpFALmYp1zwejxNgJFWMJLdQVdWo6koAdNOhFECiCMBnoN70AajOyMxYGI1Ux4JUk/RVbre4UOVx8l7GR8PMSCvnOa97yrlULKHkPQQ5cK2rSgAX5FAvFyF7yeme9148f7yXfGUpz5Hx/UIX1HCdNJBESFVWDCgKas00DUIb4SuWsvTQ9WOA48AD43Wg1bXBMpdSdcwSowtAHEKLpplIvqjIqCsvXlWVh/cVygTetp/toMuR03BWh8xU8/QnXd7AugQgajddcTNMxyuqhpqxpHyeOcu1Ur6mfQaRsSFILjinpcEBQoziWRE1pNdKqYMllI8sy2Rp/Ov6c6bH2+yQhJQQSUWnNkSEeM9ImG2UbCgdH+fEA41cHrsQYwp3tjAtpzp0W3xnIKqrZO02TaMJjU3HdZKcHTpmIcBrmOCMBxKKcRVkPQ05c5HDVBgTmJ0kSE++sfMP1A1kSe2pKs0l1GAyniigJeDUrbv3SBhYaLF582ZEBR2dF3u4aRobxdSO8p1ra6sS9VCsxVbzC3XsK1GfbpOqqk4pDwaVx8B7BK3MVpMXgCUEOCKsjhtE9bypqiq1q6496mpBK4yRVnaT8fSVx3Bg4WcOA+/goTmvQsT+/ftSm515XnLEqiaxBoDRwoJ6+0gfq0o6Gptxtjv00GhtbU1zHAvYWHkJUzOw2ZnXkPIlVi/aABKxp159tg5yLjPVzVTOCNvJOmVWYhzIVzktj65p0/ulr0h586ZBP2PLsnTz/YdKiYchvbwoNqHyvHMALDqDI80VqQdRQfmaHLoSgDJdxJ1LBw0eeV91NmoaYdsE0wtfDc3ZkSwUw2nDxQTAzO3zlcnMAJAG3A6M0i+MIbnSRM4M035kRkBH4HSaMKWcqzem2F9SXpecUyUhAwEbIUoEwMovxxBT1x1pOWRy4k6pseY2jsl20hPcGCKs5GaBgnTe5eBAkdCqm+9wJCW0rYwwGKgqBSIaMdeICxfbRgRvBfXU0XFNAtkS35X5BbwDB41RrvS0ObIaDuKmCGKQd+pxUSgBzgyaxF1lsKMmc54GLRhogpSzRHKTNCEBWGWZaIoyz5uUUhEwo7A81eh6OngvnnLCBLOnUT6tkdkq1xCV+2GKCW1IpvzqM0TgavidM8PSGI+8Oypg1XEf1sY7kBjc4M4JMcHWvipl2uiuYV6M1fcYcATI2IUw64HzwX9+Pz7xbx9LwGjJkh5z3mPxyEf8sO7FvDbUnLdhT2T5SsoBy+tB7QEQLNetgeslUFGOtSmwphAhiqGV8t7a3oF4ljWTBtGbYiX8xJPHbXl0uBRmYAI0C2BbfQ4TEMyTJAtf7Zl1FgBJdQw9NSeNeQ/NKtqWUJFUaiNnp74VvBp+QU8oZcsxwBJLn5M8m7GhioHtU2hOPaADbiS5UMxFhxhTazv/zuSXK3LSmHQJbc7hElm8xiiEzHsYYD1gIEfC51l5vio1znmEphG5U8hPggNThRzuROlww/rgdK+yjT3LPRFyGmkV6WxsOv0FkjHgSw3AhBCJUg0Cgnp7hLbVgxiz0PK0s8tG2ew4xqS0Ga7EmmzDeKuBaZEDWj0RvrdQF0/ojhFDXfWdhP5FEDgGMLl0gGG8g6vSM1IXrS3HFNYTu+/hkk+b8CLkTaJCJJhnkoWu6eMHQ9SLCwBkfSME8W5qW1RgEI9F9lGUHDhE6qFEgJODDA4BTAFucQHsCVgbg+M6gCGoNo+pCcI4wFceGHjx1GoaNAhARYgNY9I2WFtfBznCgh/BO48mTjBupH/Ou5Ss2TsBsVsw2Du42qOqavhBDaq8cO1BnSemTHjZ8SAvjDqn4xMFUSJqQS6AK4bTNc5BTuNbjgiOgIUBUDkEXwEUQHqYSY6AluBQCd5j86z5v+qqAhZGwGBQgHD67hCBelguIpnjamrPGK9ygPOtADsuAtzIyStrf8YjgGuALME+gyig8i04BMSJ8TkHQo1hNQJq8dyRBPzitBSYUC/WKYyLdP15DWMiCB/0FDQfXTbyYowIMQr+TkiJbhmMFhExtKjIw9V1PgwOAd6FFA3QAdrVE4Yge4PgQIUuBAXvbL9wjGhiRNBDFmNupUdvxwun3IMFfxX9sggxgeSAoqKiXGTWEuJ3P4l8y0yfnIOH5I3Jkk51zgSkiS7vkgwq9HFbc4Skyxt4FlmBKV8capntqPfL8wVARVUhrK9jvD5GrfnhS7OGWctDUAaQBHcsBDqho+ubrjQcDBA0fMtAgbZpJFTUyyFt0zQYj8e45RbJG5Sqi2k7jzr6KDjv0LbmrUupWIorDmTatu2sGxvPEDktRzFPNpCfU/qoeUyZApgPOXN+N6f24ZA8iHQ+p/QcZgYF8bxBVeWvqNApOWJl3ypYq8957zGofEqcnsB0IHkeMXPysoLqtNb8WpN5y30OzK3mQ4opdYNVV0tFR8x+AQDj7cyILbSOMSe9pRNyVohDWxsR1Ak9M5sn57N0hS2EpFdnD0V5UVnVTw5vdTxJdT2daJubmP4uJsDRrC07o/dQumy2bIwRTvMYi8mfU1VI6yi1U/rkcVCo5O2ggwaPrOPJ/i02pQ30PMXcbrOBkthK2+yloY3O2HYuzNEl86BnI2f6nfm6uIKb7lS2c7rNbJ3sviwvuGlQydRmXU8cLWwq35R0lOLRCShJSVkBzIyfuOt1L+e3Z0FHurAKQ6kAKsiMCENuI1KkiHg05FCvXOYbKKvLZT0rC+uUeAwMppiT2gKpYkyMgDNUV0/bDYRJBjC6U2xrY3o85DdpAGfHpBAi07NKnVsPbJzYRi2NmzTbyllEaKi5SspYGIBltIgmmGWMndMT0pjDlaxXjrwKHGfDndeW8/Dk5SRQ59RbWV8i9SCwXCHmCaUhPsigqIWERACVMXDNIJw8CVl6RChObaEotj4rQowFqdRy7wgx2b+yH/tX9s/97hP/9glcdfWVsqZtDxDhcY99HI4//jgAFrJZqaI5vZrlY5nw3NKTUMwnywbcmedOTsIvinvalMW2YFXMy7UqQi6KuHDmV5YVjPK/JuDITysupcKVbrWnIJ/s2Z7QLHTKCM3olXZLZwmQkqJOFKBJlPLQKcxBq0LERvZPp1Idcv9gCoDm52Gnii1LUkXKg91pvzZ0FqiboYK/mFKCroxKTqulYgokBYMU6JEhIFjKqc7JlRkXVaX9izZyaQ6M7WTQKs9lp73MAhYRkieWgd8wXgYgOWtLY8AcLYVMeq8oaaJQEXEKtQRRKqObDAFLohs5tTF50BUDn6pdgdC2BRie+Iu0J7RtOny5t5BzDpH0lH5KLsnpvdNpM2OKQRxBXARWksjoJDHMGLX1ZQ+eVqRKhZV89+XGjxhAmSMM9l8CfAWyHEYhZu8kIPEr+0cw8FYV+tQmLyH9bYM4CaLwD2oBb7xLgIhbXgTGYwGP9XQ4xojVtTVM1sfifeAcBgOpZOTrSoGDrreCKdMgMS6clwpqblCDhgMBt0qFRmYJqWS8efs4Es+Xcr9RVJlnY05yeEReQSUF3yIpiAI4raSEWAEx6L7ywECUb2fvLA69UriaJbkumiku/AX/SnNmQmFKl0zyQueKuZAlhHSabQ5BDgCTer1HULQcegVvIgAsIdPJg99yDRnYBfEAY3IgykU9JEG8AmgKIjgiPaws9T4S8RG73U06LRX7oDj1T00kkrY4zvvEGHqMCKEFYoBVdwoBaJsx1sYTEBEGtVR5Ev4HhEmj0yT5c1yUg4DYRilWAJizJZg0CbOvxDs4SkVcAdEifLc83N1Gpt9zwZvM08wOELPnnoWLFzmKAIA0q53KaQcqAAJZb84RPMu6cGl+y2d3UwbIliDJEVTXcBRAxT609kTN/SdNJuT0GSUzQ+ddzIz19XFn+y8uLgBgjNfH2HPrXozH6xpy6rBr126MFoZoJg2WlxfF/mBgfX1dvIBimyNEnBzUR8pyVrzOYrIh5OdZjqfwPkr+bMUoTP9Hc3iaDmH2lOapJSDzEDIoevZYxzBDA/98qdyygllqnEleJ5mzyA6V04NzsyfMm97n/Vsp8JtbbV3i4rPqhJWHY/EklbDAbOOJGMrOE07/y8xyKKlyEUAKSxYeYzm49ClJNnb5PsM8ngrek1qr/AqMaHmDi5HM7DaDNcYPTV80UMdswxL87GpyaqMVejqpTsVEaGNEGwJa9SiTbRXBAUhFSbTpolu51EbnrFLmnU8HDR61evJoVVQyj+8uTga6BzmqaIKyAg0gnYwnoEB/zeVDUnIoTFkB6Ay2qMV2MsxzDAPuNozMZ0A2nXxVnM92FljxFFWiO48vFOAOiAhpf7JTCj2uA0xMN3Xum6f7Yd93T0KSMChuSd8XIJUp7+lkEzKndtKdDMG0wrMBQuqebvmn5IFRjF3O85uQUhaJmsIAWZDTdOKcByPLf1tXtrYKIyjNw9Q8i/dT/k1ncx6irM5ty3+n7/T5MQSYUp+Zo7aVs7FkDEwMVgk5m2aOmbkZW83jCBXGsQ2q95HmXZR7BYjKXmDoPgVWtUJcPsVdlqq6GBgby3KvabhQenbIOceK3/A9RAm6K+n667+D66//zsz14XCEY4/ZDkDBAs0T8JAHPwSLC4tZtycTK3ZKwiroReHOlSwKQxp532bvA+FbyRMRQLmws5iW54tyAcnPYQJ2ioemmSz4Ape8cQ5xYWXEgl+YqBWXdg+ycLIYVdH3qCspAx00cW8EIxLl06ZiX3Ry6zHSepR2Wj4N8dhgsOYwsnDBKeWxfHbB20U4c5IBAIu3kE83ZF5YPk/De/KpV6Es55+acNPTrm5FToadtFofDYAr2qfvtpP6aYfJLsCb11YHwEm8kpFZhI0j1Og1JUznMQJwsbP2chh3LMKVfVJ6U74izu0CgBSlwoUyBUpAa4ycPFabpsFnv/QlrK+v495CzkkOGwn7skMDPaxJVRvRKUAgclJkbbnXxagqgeSCf5ehi8WcJ4XBcuAwxHuxJDO0bZ2b940m8Z+Wz7JeFChgOXzQJiI1juUeMSQd4vo62kkDtzAC1QriRAgoBduXAlhGSBnu1dU17N2zDzEEDIdDDBcXsDAaSlWfSpK8lmFCVnGVEUGUT7HhJRF1AmXA3VA6sv5QBj9MgSjvsxNnttA2/dsT0GYANT9W84R6L0BcCkPzSS5Ipb0q5TXiyNLWsh3y8qINabBz+4upKZYMEoBffmHGhCuVVutzWlxihFDiCvmZZK91+Z2lHlMqvSV/ggJF5ThDdO/kla3gBZJsQWcPdGReAsisUZzUqPSdc3kN21jFrEOS6Vf6+hgkd4x3JMVjkmzWqpR20Eq5TYnXsab7JzHgvIJkMVhYl+QJO5j0Kt8NYs5yCIBWRpP9w5TDQc3GcyR9Mu/tCCSDnpTREwQgCslri5IR2/XcErI9AiB5tERmyVvlpMJZOq2Zbm/Jj4AEKmW9u/OmZGuGNqruJfeaV9W+vfs01494UoYQMBwMQCBs2rQJbSvpCYbDocqymPQ3+2c2qIErWf/v9pnSmGbdbqbFHcMij5XJTs5fqW3ORajTgc0eLtYw6c02PkmXZICqugO8MWQdOC/zRRxUdiWmkICW9CzTj2Lo6l+O4FTWeO9QWZLymA+9ixYnHZooH6DboUqpbwNQ0MYiAyit4cSaSiyA8vjmt8m7mAv920ZdeZuxrGJQUXrzZdM8O2Vk+xhZX0v6WNFhE+XKX1rNLwXvYAcUEpZZeLOaJk65YUSEG677LzSTBnc2HRJ45JwDOwen6GO5qBOJdpi+AzpypBjwAoU2QV38giOn5Hpm4NjySRvHnkmQSlpz2k3m4gW9EaKsWrhPFjsouVGH8nSrgkdFonATdoUQSbfbAi11OusLT90//6XzL8/oDVmhyAzfJZ2IuEBz0+6y8cmLnDXOHa57GpDBonTOJ4xaJ5MjaTeL8TQBzXbikhVnQWhzvHoHQkvMtouZlxjTvHlK6DHmLKdDIe7OT5kk3drR+UDdz131Bll3L5nGgV8/9XxKf5bGpzWEOY8qgG57bGmKOoC0RueMH5MYAaySpDRKzX2bkyJtwvx2j/L3PP3rv/3L3OvLy0vYuvXw9NnsshNPOjG53EpSR9aKHKLERA6iZLKB7ZTyB5hQh8uu4kZp91BO6l2skiScZs+f8j0xStWfJFRNrnaUHt1ZTGmNs76xgJwlwqPyQCOV1tBGoKpAVSXhc5MIq1ISWUMFoizUdApJIl8sn1dos8eLw1SeC2SeRpqXLxtBSHtyLiVWmBWC7teUPTvycCaF2hSSzN/TwBX/RWbCJZKC/ENTepMHl+1TEhd4R05KzGo7CdTZx5nPxjTfYAUokfkYOm/NsqOzpEjHTK2plJy/AJHMzd5pknICI7Yx5ZwpZZvXPsl9eS0zN8mdO2hYXNsG/NPHPiYlwu8lJGEYLiuyhYyQ6ovZwEjrhtUrN0RQiLADCudIvEZtoxEAxAxwlOtLMp13ZIjsbVfw7UKH8YQOwGRAR5F4HZpvIq9v9WYiAiUuYG7y+k+NLMECCHCSNB+BJT+P5vPD2hiAgMGTSYv9e/dj967dWF1dxeLiIobDBSwuLmE4tGqZ4q3F6lkSQ0TgFhyFrzjbS8kzy7xiXH6n9b3UQ6mYB5S5hQqi4nc27pR2W5KZKdzVOcAPCi8YG3r1GnA+VVQjEFBnMEmmyRrh8run24M51yOLW0Ha+4VXhj3HkjeXa7D0RGPXreDXWTM6pgY8cuiMS9JZjLcjgnxVzIfqxuZeZO+15O0ldRTAqe5qCIi1n0qm7BQs5CJdgRr6Jm+NbznnMRhIAmSnoY9WgMX7CiE0HcBCDsDVjyQSoovJk8wV+Z9sguZ04W4l0wygcoXBmucTsKydpldQ0kdI88M4WLYMSk8DDL2LUTwlTE7kIiPFltI96HyuemqhZPJI82iRPZv5JxXbtjigR2pyh5L+BHN8kNxWdnCzf/8KhsMB9u/fDyJg05YtIAC7dt2Kw484HOPxOrYfsx033XgznHfYtHkZo9FQdBfnJEdvAo6QwR0WEDzrMjrWUK+fol1lD/IWV70mAR8FiMGq1SdwQ+5P+gnLQeCG/Kv8L6P7/DT1lgxeQ0s1vQon8NsGngtQGwKa6cAbMGb8OtufDMdSTMV0ioTNm3lR6kmc+w0wKkv8X9g28/pXvp+NP0D/1nvSL6cMt+Q4QN0QzWiFu+bxoqIBPNWkGbtw7nsBO7QDCn0qdnW5UiQws+5Xsq2c+k4gXPPlr89N13FH6RDC1rKQnd6cRqYEJ1wF4tKblG19zG3SlI3cxWQ46UdJCVZlelrlJEj+IAMc2EoJ6+jaQq6Ko4B8SqKbY4POlqfk0PdvNC7Wj47Bb4mUU1sPgdLGiugkPO2AUnL6Vi7asrJBKTgJAELUBGrQvCq5RLOdOM8FuxRAmT7Zz+DaRuMh84FiPsvbzXAtFQFhirG7IPRH3lEeF85Ny4zh4CS2NcX6DPOwSmPsEmADIDnIofhdMljLdW+9sAXdMUjzvJGCkWn89FqEKWCcGDOQguRyaq+UWDIPaGTuhEX4lHDTeksaq8vFGGRGJcnypnOR3Ab4+X1Kf/LWN8+9ftmrfwej0SidSAGayLCpsLxpWdauLljvcrUTAYyMF+Xnmds26xq1vCmm+CYPBVBavxmk6EjXGeGV+WohyEgU5JJjUfF3+VtuS0US6qkjpybVQMI4xmsN2sBq8EmbrcJG1CSmpEaLJAS0nEeMaaZCWuWMCu5RfKt8wbQS6UuK3J1Zw93PplSlb6OBWMU4pP2fTzfNdb/0MiQqXkeUbToFjswA1cEuWsRJJjpV4hlB3gdJxsnBoQ2aiBNBPWl5qjuc/pPAn7kuzZyUpIlV21I54Yj01JKQeYDmsnCmXHHK9xRaXZ/eY1DnCnfeV5r4VwpQsAOqamN5+71KzhNCqKSPsQUYiJEAEuM0tI3OhXgokdM9wKyVbERGegWhvFcZYfmnDCSKURMiA12wJya9LSWkTrzEZEThQaLKMlyRqDRoQu2g70mL2CcWkuatAygQECKobeCrGn44ku/XJ/o+ks91Baw3aNuAfXv24pZdu3Dr7luxvjbG4vISNm/ahM2bN2E4GsFpQn3EIEl0FRwiCH8KXMguLkBz5uTlJHmD6mzwlEsuFFrkjKU/T/+xy8LzAjNa06tY8mw4kITq2Q9sXiIhxWSZxl/XkjOKiu86hhEJ0NcVBoXiVFyPGlIH60dhjKX5st+Vv9W1ouEw4Ikl7kDy7oTOsacMdMXiGdFycZLdnfWeaaPWdGMFnzgGgLXIAwRgjJHhgtkUlJ6VdMQ0TuXa1nVsOmMMuj7FOxaOJa+TVl8i51EPhsj5AUWm2n4I4wk4SqssBx07CK8lAkWVBc7DazGTrEuWhuA9AxxvJhOwHk4QOanwFcYAAD8aCWim3oM2pCGaPsx52grdlTkiqndMCCF5VVPaa7oeCmAh5bFRGZ9/B7Amy2eVibIdxecp6zLZyul6Ns3aqs6R5GOHhAYTac5Fzcs4HA6wefMmAMC+fftADlhcXMTy8jJ2774VhAxwtSHAMRdbz9KHRPWwlqTyqnx1tGsDe5zmyIm6r9LhoBr+RNRVeazPureyjURpeKVwUNZFkH863wwy/c7AFbPhtE+mA/mU3iBqsvmI0GqepboqZIHKJlKPG1J5Zzquzg3IwTsFj9Q7twQP1bQs+FLel5051bbHaV5p46f9c7qIAyN7yxaDUh4zZjtaZYirdA6zLTqt2+V35hZMD7fNiXj5kfDoKXZAEO8tVnmddHrLe1rsHee8iPUIWARKyQrDXZha5KDBo+FwkCZi2tMoJkY+e76dXQmVB+vp+bT7otygbMCEcTKy82mqzYwBAwevaxZIIkoX46xcGDNMpCdECbXWThyqyZyAowQeWcnB4oVTYyqtcVPX8rOyB5a5hk6vWPUcQY4VdS4r75F1k0YRfOwgFTU034XTWE5hhiGBCGVmexu7JGyN4QGIHCCuuz7FCcv6UEFxkKXDCwxF3pPmcM69aizFcsyNTMO4zcnjPFWGMKcxhXqtIW3ODZ9ZrF1bqCXYMv138kwq26zPMIXD9MvUFlsnZkAAwFQJ8pSsrYiVDpqExZgeoeuZsOHIpL1zm7f2NEW/9oqXb/jd//u612OTxtMTGxCt/42STyB5BIE7YLeKGgB6Smfu9vqN/cUaYtR10aXMT2MWzBZDL/ZDVxkrhWOp6BhFjlhbW8VwMIAfSsJXDkHKuRMDnkAVwTdyehW0io9UN2I1jCRRs1RC8eKZpG3urNI5ZRg7QA9z4oKJ/5CApKENaDQHCXR8mVuEGFBNPKoDSUYGQhGyR3oS5/KGKvaxykbnQDEmpSCqkRuZ55aJZTKvLlLARp5lxshMvx1hMKzRNg0YFRACmIPyeQZzUNkqvEDGossr0gGAJpllMKjNruZWjdLyF7ZtROQWdV2DNKcbIsMxpVDJAGVjepJv61qMAwn/YQDRy/jc+8gDWrhZCkYERJdlQUg5IAkSzqSnpBEJNAUxnAtg1ACFDOyY/Em51vJ+Fi8XziEfaCFeRB6ILjcNyLwl6SJ6XRoBtAFo2wwiWciWcxDvo8Iq8epFY2pVlKIgbmFRQJHxWNpUV0CtXkprY0wmAd/4+pX41nXfxnh9HQuLCzj66KNx1NFHYtPyMmor3WzCOebKT3BePfXFEK6clFbv8AcD1DgCbSPv56KzJStJ1TIJnUz2iBanI+1GJeOa9BsH72pwBUTnJRQjha3lR6QcSRZ26LxWQPOFp6OBPtNzq/eWumFhWHaI1NOKqBt+l5Sa4ncpGb4+w1MOa4tOlg+bchXzu8ocUclbTZvsZMwlJ8jU3rZ5ZBZeVYQv6lFXOggz3S9oxTqnOVU6/GtKniWgK0QgBnDTgGOA4wrQ4jDTYYb2fhvb0pNElhxrRTbAVU5NOa9tiwiFwZ/sBIYCwSEVKWjvIXndPvzud2343QU/9hSx+crwriAeosmjrrg/yV0Dh5xDVVU5n08qJqHyzEmgeQmkJYnJReW19KXZbyG/RmWt6dgdG2iOLZpJ8rNGQBJBO6msFiOnBNh1LTl4YmBNCsSSyJ7k3rqulS+7ZFfFmA9dADnQthyU2Waa6Ra6FT6mKf/O7DC2SorFM5JNCQN7sOE70/htQKXNbntOfpO9vq2vrA9jA1mQbcOuSTsr24kAr8n/IwOThiEZDYq1ZfkXtQqrycq8PsyQsWdSHs+CJ5DqZMkxvVgd021LgKhiDvJMsz2j8gGTq91nzYzrlK5GVIClLOl2YJVsi+c4iA4VPSS0DwbQZo9ZTh3XQkCknurmYQvTGO8aOmjwqHTL6zLovNjM+2de+fZ0QqllK/PPed5h8gGJbRGVwmKDO3NuhajJ4cuY5S7owjw12BEZMYctzKkN2THG5rTAwI4CPEpVsGAGfPcZG013CX7NIAklJeUPwvz0kiv6kpJn2xwYeBAZTEEMVh2UtJnUuJ2DEHZawXotCX89rSxjMzmq0iQ58JOgNcwlMcKkL9pas3dw1qmYtLSsGUdzlCP77UbIU2r7gbiqrQ/KRpQ+3vq8wc8OKhZZTkpNj1fGNef+6XdZt6bwx9n32DhGyWeSXB8LQRsLMCwj9uZtkG4/QC96OlR66a+9bIZ/OOfwf//n/5vzdiQiRJL5M08yyccgv/cW+gB0wCNQBv5lvYqyT0RgVWa54M1Gegak0+1AqGAJAmd5niTqrtQDIjRSAVHyelAqMUtOEmE2LHzHeVIvlwbU5tM4MCePt8QjtV9lxZ62lTwS5hU+2645PMu+SQaCjGVFXpVBl3g/B+FhJqABJI8QgpNqliW/DDZqhECEynHnXYmFFtNaKnrTbKQjlw5SToqSYWVaubgu8y6hRKIAGXDMQOEtIN8PKp9xhaoSoz3GDDazE+8iSE42jtTxUq0qOYWPYDRtA8mtJwqUpeGP0Ko391KeYodqVo46KqDCVZVC2sh5GMIgp8YqHxkgx4D3YEdomFGFmA6ExH4tQrBSaJMJU3QXVEI55U2C3Nlccr4e9V/bqgHOGUhSQDQJPl1TGUDIjyEiUKVAyDggjiegqhJAJTLa/Xtw046b8OUvXYnrv7MDvnI44cTjcfrpp2H7sceCo4Qz+qrWPZMV/Wnj1TsnCaqrqvCcKtpqwIzz0o+U00bHL3lH+EKglvtHc0A5h1T5zJF4tNAA5CrUVUAVB/J7R6C6FlAoNPKcNM02Th6ahVbe1Qbk0EKHBCJZj5lz37qLbPYaSB5RV1n/ZFOa7BbuMiMq1oKBW5XL6ygCKSeWAUzOxqoAjzyU1yvvC8V6iZzfb6HNMZ+aM8nvSGIyQKxez2k6cm4jk21pDNIw6PW2QWgaScTOQG0Vnqf2BLGAQE0jnoDmiQLIQUPbhlTpKmcMdfoaJ8BRoGIvidyIMaSqxm0MCBEwZ857Mn34r/4WtyVs7v/QB+Hk+57WuZYLXVRSS1DnpmmapNNKAQGNnVDwEMg6fsoDSaQFfiIY3ZyqRuYJDJTLYLbdZUREZgkmy+VvS45eRlFIpa2IyWSifFqNcuNtuuYSy7OlndpQ6lxI667UaeY0FjNJxPWa5FEqdH/9MwZGGyVEzjs/89vc5nkylsGFs4C1L7ffWEfs/CZ7I+UQXWeejglYyc+Kc+T79LGZM6/A9Hb7H5//JkKs8/iWNrGfekXCCQrMoByHA5ky5uAh7c9VgC3KyGzF6VlM7UH2PL8tIke5AJUjhCbogUihyxfr23iQrSPbL04Pc1Szy5Xx7gI6aPDIYhNtEee9MWtETMsn5FtT5u9UcYoBmJFzMIqxPXwD6qalRKHozqqmmWHM0dZTnwrBXfyu7FPpkdVpGc/7UxhoYlCmfB0CddBqk/kJTCvvjGBYSXlOAGByPbUFSdaGvKHmn267/M70Hk7Pk/HMawQk66ZpGglN8Q51VYlxpsnXGS7PVqG8smT7zaBSkRC0E47BomwkA2iKyXVAxoPcyGkMLD/CFBWv7oyVCQdTgojNfdQUjuIeaVy+WqyJxHALgLFsuQmn+WFjRetm4zhVcUJnncwwP22jAYfyOnGlTJ5MKFIp9HSHaDKZzL3+W5f9zsy1xcVF/OqlL9LUHV1vyrSFlDc4EgWXiBBvg7ma1wibNCfK604YqV7OVYFE4OXQUwM5fGFYMuSkLHNRyZXWNo0oiTUhhIg2tKq4y6lfJ4lmR+GzSj0HYptzFvictWp9yYcfxVjMfSrnfHlEKa9KApTZ9q4qu/reYKdFdsFBPHS0SuNGZ6RmMOXvc7/MpVreZ/9j/bKxUSXdUXZOKW5KKXJ0LTlnRQ3k2dI3QoiSj4ucgj6qRDMzKGgVtlT1T0NEdCGFlhGotSWCxJSinNCKYdaKcRXm5Dq5l5ApnQb4Bh0PV9VZXhb3RpXN4s4PeDPgIR5JAEBeww4tv8pUzhl5EAGd3D2lsV28sFxjjFxpjDlfY0AWrwJIFuKVgBmXAYLA0NM6+Y2CUUQeHCLGt+7F/v37cctNO3HDDTfghu/ciM2bNuPEk0/E8aedgsOPOwZ+OATv2wfnA6ge5pA5UtCCgzybxWvGOdUTfJUBHmtfApBcJyF+IutDclsuxqi8j6FRM3JiLMnIgnpbWfgs561qIXwTCyEsABbzYnJerjN0rvRzeqEpaTkcpMPfOG2u7jXrgIKQ8/dWm5+X+HYx5wT1iFJdKBR6lOXfssXR6ZtDJyG3PXvao0TnhJI3kwGnLF6qTPDRF/aHDYO2wwyHaYAwHYZm3iS6WgQFQmzbBFjbIxgmT/Wgk7OXRQgSKmW2RcmzQ9nnjh6n+nckhEgIQQ3E7wEeF9rb9o76+he+jG9+/cqZ6zPSigjnPelHkl7sSKNP3Ky3KTkpRC6yCEnWiOc8ScgvkMCVbOmh2DNFS6ZEq3l6yjqT/WQVwAcD0TvME3g4GmlHZI3U+r2EvjVdXjuXqJsbGJyWpelQgOLyLEnabb0RJNTbO9UxOKY1We5/2VKFcC+2/YHalQGl7MHTsQkBPUSz93ACT/MzsmrVjUrSmWFGjniY35Jy9p3uX2EpZs/xLAveaPsQ0BY6klfPS2GrZi95EBcVo1N3TEfL68l0O5kTa0MeuzIPko5ghw9Pn8mQ6nLm6GAHliXgbD/klL3ebEXkDZVO/fPLzNvI9Iikd9+FRtoh5DxCwQ2mlHPkSQaQF4D9KA1uEXbAsbOR1MwBSAZVDk5jmihKvy2E2vQOYcxUgCI1crIABpIRre02wCkveE7tMiZDKI2KnJtGWpY3chqnuYOXF8PsCE73Y6Mv9ZY8kEiny5TbkrV1FYhRGIA0W40DGwfb9KnvpbKYB1JsHlUIO2FtBh4BYEmO57y5cka0TYvIjIqlLLcjpBLFKYk5kDaICHqWDd5JKDTVNRPjnAW/Gaz2OBMgBMyfljlkoS2p4F/JkDuTPBvCyFN/0zSSWnK+xCCh72NJclcyjdSozNLyUi4UXEdZ79W3swqENHREFikC+1iGMpVGc/YeyEAX2ASguW/eG8NM7jn0rW9/e+ZaVVX40z//86Q8lx54dV3jWT/x43nPkHnodJVdu3/mFA/oVJ1MQCMKAZkMDdiiSuCVchXA+Iw+1PaSKZKIISmP6b1BgPwQWjSTFsORJMZtmrboY+GdY//DGkIzh6hoBOveSuJr5r4pn8NkkBUJurWXUh7XgdM4SBiuqsayp5LOyIhclOHWZ8v/5XlK4LLx4A6bsLFHLrA1rSwW99kzDTQnR1oKO2Jqyu3m9CA7GCpDZVNzLGGm/iSBaJZcVkNa2Co2hcyTE9PSsW6jhCsKeBSxvr6OD//bJw76pO57iczRgknCvAJEx2kmjYZ2SDlzgDXJrANr7iNJrMoIoRW5RNSpPp7kdtoYRQ6FJCcKIEIENkp9BH5KDbRJN6K8TvPG1gnvGE/F5pzJuRSByoFcjfV9+7Hrlltw4403YceOG7F79x6ceuqpOP6Uk3DYscdgaWkJFQNhdVU8joZD9U4gBWkIGZjS9xJEeXbotintJ5PDJB4zyVOK1AOp1DM485UE6kwPkAlRveQUxEu6pq57++w9clLoqfbJ6R66oFD5d6GAdOag/G5qzkyPK8PK5lFoiz7YayivIesDA+lkIeW90nHSgik59A35s+1/69+8deUIYKueRBAQ1J4HuNYhOgsfcXlMQ0h4WtLN7J+GP0dNywCvHpTkEBhoIosRZzyeoOGDlYK7OQdPZIAN6NBuW+ow0ctU0zTdU9tJyA58FuTcndfvbVpbXcXa6upB3fuFT366Y0SbfCrtRgZwxPajcMKpJ4sRrMCDVfgG5YObZLsAST53oaOpCBG9xuUhmOVJVf45HA4xWnCoBwM4R1heXpZiJpFRDwZYWJAcs3VdgVm9ZJL9x533WD+7OWkJzsXMjkqbsGM4ZH5O+j8cC35P3YNje48rxiSN88xas7aVm3627aYz5ccVtootcRPpuqZ1NkROpVCr3Nd5OFuHZZWtpe71NFzF3i5tnfy/2iuXAfiOumS2fVFVkouxztEYek9E0QdjpzrrnfUntup0DE5e84VlzhmkRiydaMoxme/sUooWTv1xus6KwhwKTN2VxUcODTwiFIu+UFxAqTpLqSMDwIwRDP19sWr0aWnxyKBmWZXelX6qsX/li5Rxl3oUbIJNsORuaGf0XS4/d1pTSKcdNr9sLn5AAl3QXUDSnDm9toUL/W3Z+7IvZOPBaVQ621s3LLnytLx4K+d3mVFEkDCXjruIjplthBBDHtJiPAGkEqsUiwTkxXsyEKWLWhXLebZAgXXpq0iBk3KstNfzOM4cyhtyehy7a60YJb2lO1+pb+Uah41Tl5kfUAfg2bZ3PJRSW5AM27T+p+7RhiTumsJe8vbLOi+XWh+SkZoMXTXuO4NkzLPY2znunDv32zs6VTF6+q5R27b46Cc+Pve7qqpw2imnpM/eSQ6Q0cICHvygh6braa3omk68gpS3AbqmilNWYycRoshbhcW052y9yQqWPa5FDGz5mG4PpAoriX84gievuSHshCsn0gQBlZ7si83CclAQGQwJhdoo/NmUeNvlc1hS2hudY4/MTDu/sZNBFDzPeIZ4E5VlZAmuSPIaFZSB9U9fbkKfO21UBTvNGoo7dOyNv6nsyp5Q1i85vRdZPa3cTBEjeXWBzUkgH6iU+91CkEnlAli8nCJ7W1zFuqBi0HXdxIgYcu6Epm3x+a98ZeO2fY+ShKqJjmF2dPJk0LVfVV4AIyge4xiONOFu3qwACl2pk2jZ/qsCofS4KfIfJE24TH7MjAxoGB/QB2rIiApjZBBCAZxgRr5e96pIWZ6MUt5oIu3VlVXccP0NuOE712P3rbcixoijtx+FM+53Fo7YfhTc0iLQBvB4DG5bYGFBwC3LE2N9AuV+GJiga9zWWPKY8Q6oinxCKc/Z1D9APF46ThdcgCeclnMGWAw0cvlfB+G2P7L8lveYIJ/6Z/NlfSl4ZwfoKkFZU0wYGa1IC0bvc0Uf7TqA5H5ov7dnWftKoMjus3lNz7G2cBHCZvOk7zC9JBTecakKJaXfc/FzFE30cDntQRqfOe2xNtm7nQN5wBUWb4gRbTS5kkEMOA9Xs+T2CSF71RLBVRVYy13nQznh4RnQl7aRNlruier1ayFuXOzH7x+69htXH9R9K3v3JcCIWfikcyIzY/KAdTjhlBMKAGQWKJoHHJHyNVkKmaeaF/FgOMBgOERVVQAYi0sLqLxHGyKqqsJwOISEarlkN6aQtKKSWgnadELWkPMC2UFOaUNZOzOX1y05ZdtMgyaALCnHBJrquLWlDIu3djFnL6xpEjESk36jKk5H17PnyvekvzMmMq1nzFHMoPOQ3qmAld079ZOsQmR+sRF1oqM6vy4Yaidpdp4jmUrpg3nAJZAzAvkkVJ6jMy3httr37hxReg1AWf8r2Oa0XpbZWh4Lm6s0wszZDi2LP9g6iTltzV1Bh1ZtDYAMzPTi6DZwjt2cv5hSbPMTBOF3ZpmTzyNLedGy/W+5yNDdgHmRccoH4ArBPT2c1p/pRUva5jmRS9p8Sm2XhNIA6clFRxDmpZBBtvT89LQ0JOm5YU4ZQhhDkvxRrKU1zTDJCzIvR69Cl2NEADRZYHabE53FITQNnNfElGo0iKEEsLpQAvl3HKMyIBHsFrLGkHA15+Wa916i971PgFeIUd00U6fU+MtMPc//fMaTxhRQI7Lb76wMBXBCZcvTcBRuksg5ZHTiDNEvE4oaMz8UKnXGmevlszj3oez/Rm/Lw5T3ps2/CLSuF0lnHSehUnw2t31ri56IUmdCMmh4T6ka0pNQ27Z445tnq70dcfgR2L792M41BjAcLuDwww/Pe5Dz6VC5L4Xf5lVglYQcUQo/NuhjRpFPPFvErIcpz0Er0IiC7p2T5NHea7U18aAQ3hpTgs60h1PCXJcYaebg3d1mIEuHtczsYZpvhNjvS/nCDAQguqgpXrLiZLIpnyOwVotW/mxlqBkADdTQL+QDkEMM7RSJYgLdRNey3BtWeCGHDibloZC1Zqsl6Tkth8t+sebPUrYbdI46e10f6J0mYg+F3EmzHkGVKjva5Tyy4mkj8kuv+HunQRU0J4djyesVQwCxnGY7p0loibRSnXq5gVCzejxAwzzUO4g0JwQll3wHGOCrJa27dXxLMMO8aHT+zRpoWw2dQgZi2JJkN/k+p89UQIYn6g3iKwVnnP5G5AZrOWViRnTAeGUV37n2Olz59Sux+9Y9WFgc4ZRTT8FZ9zsTo+UjBFjYvwJAnlsNBtLutpV8WyEb8wloMfCo9I5haSZcpQm8xahPm8gUyqyh5wkz0MROLsv3tJzfZ3wnBmmbgT6u8GhKQB2QgKCo76CqSJI95Y0UUYBAeSpTVTNyeU6szQYCNZrQPGeG1Wfa/FH+LbPMm42rMRAipLxKgWT8y/clXmkftW8GGnpfjIWByUHzRFH+zgzXch2GADanAa0sQETwddF3++20Xsisa4+SF5XT+Zvm3x3gXaWXI4fKezQprET4q9ekyEHXDzNr9VsI79PuwzmQ6qGkslFGS3PBODUwN/IC6wk377gRN++48YD3kCNsPXyrVOfiUhfI42p/D4YDDEejYqkQgKjOfgKOOC/VQquqxmg4SAmR67pG5T2IWsTI8JUXXqzrL8Z21jTRPZdBG71uLBfGGsyj2arIWruBLgAk9jYjIiZviqyHzzWNpq455Q+U2iPAUQhZr5r+ERGhbUNqD3U6ApjH8XRbpV2a8zHpkyUj6lLH/DEbDhoVg1nAC0mPuZOIDIxJ2T2T/pSkqLJbC+0wjde5PDal6jWfzOmkqyXNNAcKZLNpzEA6NFCBlfCkVI01wrFLepupf1zMxV1BBw0eTaN4CY3TL6YRVlkUs4iwLZYSndWfgMEpnr8TZmA3dJ8EnknqMn1LUdUE08meOcUsRlOYbcNbAzVx60x4R/FxNt9TVs7nbUq7Z97DOl5M8zuU+iX3xfLqhmSCMqpQdBtkQJlfthlpDIIaekkXJQIwpfhQHj9JKBhgpT7LxG0cI1qmOe2Y3oK8QQenvIz0wfNutY09fU3+iEhxsXPv7LwRMahC4f0B7rTmZLCJKa/FbN/lHBgxRrBTLwHbN2Wydv2VCZwM/JF6O2QGb3YeKxdh9RIyQ9+ri6OAfYCh2mVYpoFnKN4bIxf7l1Jemp7u2bTzlp140cteMnP9nPufgxf80gs7QBFIwF6fyo0pz/A5x4ABF5ZoEjCBbnvVo3t8n5WdCCcAEoR/5cokHpqmGuMYsb62Ducc6kGN0cIIzIzJeILhaAgGNE9OxGC4IILe+Zkqnraem6aFVVWzazFaFTEVuAnQkd/OC59K3CXdxyi9eebxbyIBCMr2pIfwOkIbQN5pbgMxNIAa02QnelQ8p9NCtjyC4i0SuE33MkuC5jJfWfcBxfMiJ+cNZiQPw6x7U+I1UfmLcxUYUctet+CWETiiHtSQqm1yyJAOCKDerl5kBAFzK87dK4hyRR+w5vpz0nfvPZq2RRsB52yNQPAeDzhTNF3hTKSyMzjARYZzDOfUCKprgJ3pnbqWTOmEbkMDL3W/UvoigyvMQNMUybLLhFmcPG5iM4FbHIEWBgIgTRoBUzxkDa5PgMEANBxi7ead+MqXvoqrrrwaw9EQp51+Gk44+UQccdThIkeilGRnbZOAUk6TMvvcNrsOSPW2gBzKBu7mRVL1JA1BKbCtGlvK26Nk3kxdRfXA5Cr1vPLJw0o2UISUy4zAcABwpeBH4QWVZLw2lhnpZNu2hCX2JgegAsIY6SQoCXB9RuX0dJxy21nHJehBo73Xq1eWgtvpN/a7KIaJzHdR/W1ONSNJ3BKK9TT9X+2TAW3JE4o6fZZ5R/auKt9VgkYGVM4jERD6Zy4bb8UXZEgJTE6ugaXalupiAhBIfp0YpZADr0+kwpa1OzAQIlpuQVTBD6QCV9tIgndZA1ah2KPSqsMxRjh3aAEfPXWJI+Oj//Dhg7r31DPvg7MecFb+LUsCdAbrgbhXzzFOhTqCyjznHJqmRdNMwCxAVKknz0v5kGyf9J0dWOciEqZbi70rNgD5Qteftplh/Cjbu9PqSQ6Vz4VwKP2+y+JKfaVtckESyeeUx8m8ndKWo2zne+/VQ8sqspW2b8lG5P4YpxpctLtsl6QEmOa5hS1CG9u7yW4vO38bJOpIgSPM0fu67Z19uGq3xZgVTggJK9G+smhxWpNk7vt4EsCA2lfFu9KBgOrSnL0nY5S4xuznoA4t4TYwkjtAt4+LcV6Atli8l1K90tXSPT4DSKaMdpFMe2AGpNw8ZJ5oaqDNpb87+B3FHegkjEqbBgAcIaSFridkREXSrqk8SB3UlmeYhk1y1I1EqiAbOjnVyEJvL9rH00b7LLEq3wDK6t1FH6eNFCTD3zY5UCW01Cgyd8AAmwvmqOtVE8vBNkphxKT/QvJUodjDJGWvrW9gIHDIScwpxy/nZF+irGb9lmf62RmzchwNsCExUcAWyiEJD8vfpbXKFttugIyfff4ckmdwmqqN7uWyfQdJ078x2/aAfkhcJmk7xPfNMyqLPXeoz+vpnk9f/NIX8dz/33Nmrj/piRfhf/yPZ3auWTJlE1pCWdFORusUoJ/5hK4jSP4W+04vJmWNHMHXlRjVbStlTVW2xBixuroKp4rLqK4Rong+NpPJDB+XMsOu+35mhCjv907K80aO6knV5Q/dfpQhW7O8OeXtUxArFid73QfN/q60XwkRFcbJBdpCw6Wkq8tsDl3eAIYm8lS+HWJOF2eHBkQI3B34DArL4YCNGwdG0zRo2hZOAUU7cTWKMSKSK3LCCQ9nBDh4xAkDTubV115tTwbHe0ap6u8GjScNYhvQEBCaCULTiH0fGiyUNjhEDwkEOG9rN4eIl7glgBTWbxFK4lTiAMe65gogwMKGHIMpAzS5Kq7dlz8m0CgGtKEVDxDoeq0ICBF+MAL8UACcyRgYNwJebNkEtA2wbz9W9+zFLbd8C1dd/U3817f+C9sOPwz3PfsMHH/ySdh02GFi7Kyuq6eLJoQ1IMsQn7Rmi5AuIoArGQhXgEcgILYFWKRjR2UiKAjYNQ2wJPCpDNUDDpyAUj2QDIipau2LjJHk7wnAgDIo1DEIXG5j6jcENGObRwO69L9B8yeZVcjqYWYLJJIAOTFkoIVJrqeFpM+3qnzWLANtYpTKb+ZNZHNguaxS911aLzyeCG80j6NpQM9yZJXhffbc0IJDFNnAGp4Wc9lzRxJ+JkayoqmDYTF3yGPIAMJEdL/KoTzmMw9K0Ue96IYctehLQGwj2hAQWv0XYgKY0NgYU8bjmITHxYjQsgwZAy5wwiFD8U4Jiet1qe8WXfOfV+Ga/7zqoO694ClPQGhbAUa8Q9M0GI8lVJHsUM15tG2LZjLGcDTY8FnZxrXDW+Evpe1rOkOy5/S7HPqllGwxXTdRbCK7p3PwW7C0EkMW9p7tWGMT+pOOtVm2r2ODAEV0CaNtm7n9ziF2JYh22yCGsyT7KGViFkrJ8yjlrTpIhGgDyqCcfp5jN3fGQoGbmXtgNnH+F4qKsyUVGBjgIUmtk/OKeMFR64oiX/qMQGAE1QWBNkRN4q96AilPQg67nUwm+I+P/ssdGqMD0UGDR/MGtvu5lMPSZVOb502yyOYukppDhjxygqlSqaFiA8hgExswoLeg8GbRhTbtUSM2TtF+O9TRbdTxdzJvi5TQsAucTINInXEhETDeTY1VeV/53wToFIoQygUq9yXVv8yvdCB5lJR2A0eiAkWl9ZYVegFTij4Bqoi4DsraeadzSTegjmIKcbMvNpcxw6hzYwxpptnTTBR5jeQ2dMcxt1nXSlqUgB1y2e/K5htwlG5NSmxWyg4KP0ntu63bGPOYy4b3F3y8dDIHRHdPOi6pgkQ6xuJgnf4vgvWgsUD5bQ1vwPDKtd1d33eMefd0z6QPfPCf8LGPf7Rzzab6kY98NH7iJ56tNoBD5cWLAsyIQbw4GdOHKrZaRemIIcCRVFuMKICWGOG9hA4sLCygDS3apsX6ZILKedQDOdkV21eBCjbXapcUFQOjAVmzcrBh/SBUvk7fHZA4C+9yRxtLMHDHOZ8PHjo9Zq3ONv3YQimYw/sSbzOmzwxCAFJSbtu/Vt6+G8IdOUq4mT6NEOGQldl5ZKetsLx2Fq7GkjzWSldbOAbHiECViA59X2g1jxFLSNu0LO28j+U+WOLSe+lpvISVtZlfE1LuQMBOZC10kRMvF28v05DymnaQRO0CtPpUHYhIwQGbXiIktxt7eZRqQ+LdncGg2qtHhYOGLrOAQHAIoUETW3Are7YqqqWCCby+hja0iCGK0bW4DLQNVm7eiZt23IRvf/u/cP13bgA5wuln3Adn3f9sbN5+FCrvpeLVRKou0sIogVWdnE2ivMh/fQXUXpNP60AF0lLyuiljyE6PhsrOW4Lpuu1D/dPruDHnUDEDVOxHCbyCAESOAFerB1JRKc25bDNZlvOZxkzpOObxGYqGE+SZdqg1HBR5qzjxiBwSW3xn+nOtXk/2KlsnpgdmC1PfH4HYqHJh40jd99mDGAACqGrleeYJlnQvHU/TuVP4nXaOWSqrtS0qLx5BVjjEdBUDjcgANBDQRlOK0wGBGa7e13JLG4S3KSCUKhyh4LNQTyR4WJ66CDn+tVEMDIhzoIxBBBAdICGjDogOwck8eadFY1iqKnrV2KJWUbqjRm9Pdw199H3/rH9NbxK9SoSTzzgVp55xGoajoZ6t5sMXA0y813XKkrPJZLkjX3hwA54554+cek+i0i4urpV/ZJ2n258E3LB6JBtwxEDKd+QptRtORIixNjuAz7b4wdFs2F1uO7O1ezYqyRvvzb9UvCbzmtIkTM4W8tY7ZI7MtJGn3y00zQJtDRh7S+nmNNl25x0EdUxR/pPWjc5jcS1GPfwj8wrTROTaQO9Jikk4wni97QD6pWfZXUkHrbHFWMaUbqx020YhzZFhi9UOkrpuavlRpZucdT8BAOXrTDZaXLde7CCExeY3AXHAgVQhRt21O/VSysLP2YacfUZ3sTEAicstMYwSvChHtDsylEEMmsrVk55l43XbZO+NkeHLbM+2ETrPnAJm0u8NiMsocOo+TfXE5ojk1Ij1mlXqgo0DRKDKupnjlsm88cFfWguccgcl3XkegKMVWkpgrBwbMcZko5YZ+G0ddZ9lixoz45T/KO6xvpT3TP2227G5VzuUTwa0dUTZ0+4g10V5rzXZTucys5ptZq//3HupaSZomsnc76644l/xzW9eM3My9IQnPAE/+IMPg/CGKC6zHBHZDFV1dw6cwXzK4ILkURJPJl95OO9BDSG2AbFt0bgIX3sMhjUsLrxpGxjDdprHzQ4VACCDP6audcna7jUfgITPaHjuRsCRnaxFgIk16oSFx6X9nWVOAsDTljaZBG331GEF7HBC/jkqjC7KbclAr34mBkJicXISFYPKD1WyHE0lA7ZhSkIYMeR2l/JZp6szlBzUVV69IJKyakaheiEURx+ddC52oHHDjTvwDx/+4GzD7gXkvUPTAJSMfQE9zctNyh9LwncQECKB4UBti+BUgyBCRVVSPh0cOJb5bxQkCqRiiYqwoOLwIwYZfxTFHwBEDnAhZoVXgYjIjEnbYm1tjNgGeO8wIsBFgbDgajE2nOQLcaMBwBE7/+s7+K9rv40bb7oJt+7ZA3iHU087BaefeTqWt2wGt1JlzzmCH1TyvspJTqEUBs9dQMjAnA6QAWQwRz9aziL9CqqA5wuin+aTLqTxkf/qe5iK9xXPM7lv11JIWbHuLSeRPTRtnDmn70mGAx2AyN6VHlOEDnougBcgeUolpkKAAYLmQRaigmzFJuauN7YqEfqdeitB9d40Bl7Hh831RnOihTwVnYSyNv7Kh8xTqZzDYu5Y83jZfpCqZpZiQtazndInD1jjJ/oaBoM1RC0l9ScH5xhAENAaSGksGGKsxRDQqqdRCDlBs3kRNLGF6eVcLAXngIYY1Ia8/yJnHqe81Jy2+lSR90xqJrOeNNP0rauuw83X39SJjhE52dURAOAR/+2RhZ4s8tfCsy3sPnIEHFB5l3QI6HollkgWq2adRLk9UR0eEvugXDnsQAaArV1QBjINgCqejmQTl5dvJ0l+Q7ODs61fvjMDS9af9Ff6nsF3uC2JCp0sjdq00lOQiCXKvNnaZO3Kj+3YeaWtnIC69EF4WnIAMXcxrwd46pWUip6YjstZzFW1Q4wBIWZ+5yoC3cUO3ofoeWTKT76ecD/q3JzlWr4DnbWJzFg7RMiVugiINmCwxK2sunQW4CJMTKijeA9lvWEO2cZxVCT+svm0v3NrwQWKUXoDJX8o4ilGQig3ClKC2IMnQV+zElF6GVkcadeQn7OzbL0jGyf5+dLeVFknWuLtbLCUNycDLT2b8m2mCyjowBqiyL58hjENMZo6m7YMMUzKgPZ3Cv22Dds5xU8dKvSgchjK3+g8p1MozQmUf10sglKJK0Cq6QpxXeJ0j43RvKU4e83w9i7FDd6VVhoX7bRmb9y0vD91HUs3hVnN98jIzNLozuLhPX3v0J49t2LPnltnrjvncNVVV0LkQ96X553/KGzffnRaLJ6cgkoZyAXsMFkNBi0RDwDOe0miDQBsIJHEeIfIGqNvfJBmBfUB+H8mNTA4m3fmqZc3WPoi7ZXElrW/CRhX47LLOjn/t1BQOsCRgvvlPdbvYpMiyxRO3xX6jFo0BESntX6EH2+Ud8DebeC28f/k/VS0jTRPGncOaUT22fi7JIuzjLZQjzRmrK7dkbG6vobv3HD9bczR9yZVVYUGef6tgESILZgI9aCWvBtOPB0cM8jXml9Fim9I2J94y5F67EnibCdVC8sqYrYgUviQggMasu6pgmXXMs9cboMASuqxSmbwknidtTFI9SliBPVlFSNG1mrUtdlOxthz6x5865rrsHPnLRg3Exy2bSuOPOpIHH/Ccdhy9BEgIoSxhhQ5Byo9YnzRh9QfQvJccZr8ugOMqeeP/Y5d3gzTelFak3aNi72lF8uQVFvids34ib3fFH1LzG0eWSWwZMmjSUPICr01by57YZHjotzQSQ+KhV421U5hjvn9KQF9qyFs+ltftA8MNBvkDYoR3EieoNgqMKSebgYuy3etpEPgAOdb4XtBNbspPZqZ4arswVjeUHo6SsJizRlUyAfxPsre0lm3t4pIxjYJPJXbK3urQxPzcm7jNFssDOkyzChM88/UB6tkrOEnoAxm5Qmamq+evhdpfXUN66trB3XvVz//1c76srxCABAUmGQwNh22CcefekLaV1M7IxVCiszwtsbNfqK8zJkoY8FcPqW0s7K15MiBHes+yna2Pj5Xdban3IF1S1pd1/YiWOUN8v4qD8O6ukXJSLqNSD1LPPygFL6Cujbn7OcpVqvjXYbn8ZSsSYCcQ+cBdiaS32BBiyw8S8ebnFVw1PQuDET1HjcntWQjqi7AWj0yAeJcpqm5a+gQfMW5wwy78m92VWWj1BQBu48LQ5WLigQqHFAouc5KBZpBAsBCqmyLEaVCG6kVhJwce4MVXwo3S+jM2t5kf0+DQMkAyH3OAEJROWzOWMgfUb2QKK3Czuac+iufXuvPO3PAAMQTqGvQ80yfCUCqKobu4jWDxK5FjinrvfCizIQS6lsMdAkkla811ztHTk7FKc+5KI5UZPrXpxdV/NKm5MJDq2OQFcYb23B2J6CsrpQALf2fjmGIom2wtcTpetFC1R+L+6YMrO745jVVvCjfMWe95HeXDNX+m8enPLBM/ek8J5m/s++wNVi0j20MCkB3mhV3x/eOuYn2dO+ir3zly/jKV748c30wqHHiSScqK3YYQJKUhhhx2imnYOthh4EgBrUttraVE14iQlV5xFhj0jQKzkATY0vFLgBILK9jGGa+AJTqk/1kar8k8IfT92W+PLDICSnhDAFZjUuQ8WE5pfZVpd6WavApxcSziv2flAEFjuYdqAijASgW/CsrW/kEHYkpEBGiI3AsPFhZqn51eax1TsNbS4UIWRFK/BxIp1tmgKUDhSSrzdV9PoNgFN5HhQ5wb6Rrr7kO+/fuAWIQTzAwRoMK7WQd5AhD7+G9hF1F0jK+foC69gBVKocJXqutmYIvhkiu/EOpGovcZLlnyGmouSW/RoPs4SsL8L6nn6Yn4iqbHMDegeDgBxWqpkbK+VHVQC1hoJEl4WsbAtowxtraGm64fgduunkn4AjbDj8cRx93DI458XgsDAagQQ1UFVxV5WTHVQUMBpJPxhHSIWDy5jEvHnWpS2FR2lwQUgJq6KJyPu+7jnJEptQUY9X9c0ZnJGTwKHkkkXywtvpagS+ff6unw1pqUe8v2sDFe1if29HQnL1Q+14oO4G7IJUpZc5J9TSvLmsx5gTVhbHRSVYdkJ9djkWMMvbBg53OlYJTFlLGJKVX2DkAHmzzQpgqdpO0KXBVpXd39MWYUyVwEL5Vzh+TGlfObcBfCkCTgbi2AoAQmnHWIxWwtipqubvyv51qu8VUme4YO99R2odRebfwdrFVDLO1kKYIPRTZ8HCup3sbXf21g8u1tPWIragHdZGfUeUpo5MvKTLjyCMPT4mqjZIt0MGes05g7CbLffGUJkcgLvh+2pOSB2x+uBrZ0w+eLDQ9FbCSwFDO8f+JWHl6bjMVap3+b+lJWnxX2sqlTWt97vZhrmVU/G/mWqVctfd33lMqmp1+2/1deZI+OZL6A8i5mxl6qBKVv7HqjRrenjzLVJbYbJg+WBZgaprb9qS7I3TQ4NEtu3YBsEVJGexRDjsvybUhrSleGQYICEgRO144MqqOKGUQt+o5pVdQ9jaxlNR6Gg3kEwnSGi4bWbfUndBBVaXltBFbL1FJdoQjjjgiCZUNUSP9Lq0zDeVwkNPDmfYloTinHSp0SgBvusWy4YSTTHsHpTkoxjzpCUUfkgC3OwrhCQMXCj1kdowyWdymhTbY4pY5KxQn5PHtxvbOgjyzc8ppTeTPNjqU1xymNnG6Mzcju1Xab24bIJme/5n45Hn3230brLZpRl8+2+6glIfBviufPvu8IsIz/0AFRXp2Ycyl9VmAV7PvOCQR0tP3Ib3nr9674XeXPPtZeOA554jSREig0qbFJQyGQ1TeA+QRI2MyHiM0LVrn4GpRtKzgARKYJB8NYLHiDHLP1Muntkrie0VI7bSnjneEtmmnVAozoAr+nGxF2UO2n0swGyyGhdn83JFtJY8uQKjCuJH77XAlswL7bSmbM4A1y6cEBIsgBJBncJvHwvI4JaNKPcKIxAPBgp+NjaR3lknCTaud5h3MABOihWzdS+nd7/xr7NuzJyVido4xqiu0k7HI1bZNByliYDLgKgWPfOGMm46UkZVYSnyagO5BnHNaPUcMEgE9I5haGHhko/5rr3gRhsMBkt8dM9C2oKoCmhZNaOWknBluMsEYAdy0GI8lJ9lk0mBlZRW7d9+KnTfvQhsmOOLII7DtiMOx6cgjEJaWsbKyAkwmiMtL8uJxA2oa2R+jBdA68iK2NZQ8iiBhUTEKIOYrWfNtq2ARaY4RSB8qtkU8K4sVPMmHJx0FJN9T/mlgTKsZqQyMiRoaOljX0Syst5TA2vo01nEvrQeozKWUzNqMxmT5pepvdo3BaNUgEwAppRggAtW1tLcVzxu/uIBqaQluNOzoQjKukqCcmWfzTEVo/ihNmA0z+azdUYDOEMVbjiLYt4WdRYWndOISiCnheXdaOvPFDp7dlG5F6oiWQ+/CJIdWd4aUGdCw62a8Biv6Aki3AjM4FGGAZIZneXCWZQo5iRRsYGOhe9AqeOq8xCDFYIAI72UuQ4ydIibCxg9gL/T0fUe7d+7G7k989qDufdijfxCjxVGuLJv0ekbUim1VXWEwzMm85dDfbCFd9WoryyFXnGJ/BG4ZXZM+20K3ZRN1ieAqX2oe1qJOjn/tgu7FfM3Y0bwdMx+vMXvG9LiunZfzQCG1Y8beZgBz9qgNd8fJQf9H1Rl954H3t9eBDeJLJHKktOWmcs8yi+dRqrKOAuMwcI08QEHCZaMk/W/be4jn0Stf9Tt3ZTu+5+gtf/omLC0uzQASHaBlahFFLZlsseek982QaeMbLUI2z6CD28UGSBFBFadyk2WDCUBGuhO21QURrHKEfGVKrP0YqV3ee82TFcHR6SPUCLK8Sfqg6ROfg6XkiRVZ7ZMui7JTqFnQqHsv9MQfCkoW+nmnX3mMWKohHWj8OTMmFGOtX3U55gbPMc8HZk65UO3AUAQAco4Te2Rpndp100PtavE6G8PsCYiZ/vfKTk93Bb35rX829/qrX/HrOOmkE6WSGgAQ4OsK4/UxdIfC11l0sR5ElH6MBwrRAro8QXJ2FB5CLImfk+Ih7FDeIaUj0XWxlvvqqsbAS2loA8ktcWYHEwfSnous8FCxgTcEuzl7EwZIm3POJEoHKCnXErF4s0BPEhX8MeWENSdVCCGNIQFFiVjNJwWgDSHLrEJ+WOSOGNXIzEY7yubZMEMejKCK672Xv3zq379+dzfhNum1l70eFRFMQhADjiPqegDEgPF4HSG08OQxGAwAx2jW18GuBoPQTBqsrq5j374W62vA4jJwxBHL2LR5Gc55tG3AcGkEIsLqyiraEOBrLx56zqGZtHA87KwD0VEsL5Tk1JEQPgljBUkyZHBM3ihGrta9onlv0nK0dauhg7IPi0qrsYRtpWJ8DcBpCFhsxcgi9cqSUsgBvhqpbpNzBOrLtC8E+AbTORRE54jiHciUdAWr9upLnmGGAzMixQ4AFpN3AlBVHt5XiDGgriocfcx2nHzKSTjiyMNBIITQSqESELzzcH4kuX0KvS6HaQlPME+HaGMV5njQuAj4iT6j5Fs0X0+i7l0ZyGYAAwAVSu9PKaricooJwlS1p+yJ5OsKD3/SBQAzFiZbdDItyTtLqF5os+4VI9A0qW/JO8lSGahuOFlvCixLkmJbNc0QxANvMmkRmVFp3r7QKUQj94HuncUBerrr6d8//qnbvOf4U0/AOQ+7/23eR0Rgx8mG0IspNL248xABoy4l2yLpHabfTLen27b0ewNlIHrWLD+Zz2NMx5qBnqiw0+1AbKYdlB+yYcfse9HjWI0rMXPLSrv56amZRBpZbDmRM4DUNlIExjzty3GQ4izm9RvgVV44L5qh5TN0cwq13NlEfG/W3Hrqqaeeeuqpp5566qmnnnrqqaeeerpDNLe2WE899dRTTz311FNPPfXUU0899dRTTz0BPXjUU0899dRTTz311FNPPfXUU0899dTTAagHj3rqqaeeeuqpp5566qmnnnrqqaeeetqQevCop5566qmnnnrqqaeeeuqpp5566qmnDakHj3rqqaeeeuqpp5566qmnnnrqqaeeetqQevCop5566qmnnnrqqaeeeuqpp5566qmnDakHj3rqqaeeeuqpp5566qmnnnrqqaeeetqQevCop5566qmnnnrqqaeeeuqpp5566qmnDakHj3rqqaeeeuqpp5566qmnnnrqqaeeetqQevCop5566qmnnnrqqaeeeuqpp5566qmnDakHj3rqqaeeeuqpp5566qmnnnrqqaeeetqQevCop5566qmnnnrqqaeeeuqpp5566qmnDakHj3rqqaeeeuqpp5566qmnnnrqqaeeetqQevCop5566qmnnnrqqaeeeuqpp5566qmnDakHj+4gnXzyyXjOc56TPl977bUgIvzpn/7p3dam20tvf/vb8b/+1/86pN80TYMzzzwTr3nNawAARHRQ/z760Y/e+R04BDr//PM77RmNRjj77LPx27/925hMJnN/c+ONN+LXfu3XcO6552Lz5s0YDAY4/vjj8dSnPhV/+7d/ixBCuvejH/3oTJ+3bt2Khz3sYXjrW9/aeW7TNDjttNMOeex7+v6g3/zN3wQRYefOnXfL+4kIv/mbv3m3vBsArr76agyHQ1xxxRVz99VG/+5umm7P5s2b8YhHPALveMc7NvzNF7/4RVxyySU47bTTsLCwgIWFBZx++ul43vOeh8985jOde21d2D/nHI455hg88YlPxL/+67927v3GN76BwWCAz33uc3dJX3vq6VCo15t6vanXm3q6p1HPl3q+1POlg6Pq7m7AvY2OOeYYXHHFFTjttNPu7qYcMr397W/Hl7/8ZfzKr/zKQf/mD//wD7F792784i/+IgDgiiuu6Hz/6le/Gh/5yEfw4Q9/uHP97LPPvsPtvaN06qmn4m1vexsA4Oabb8ab3vQmvOIVr8C3vvUt/NEf/VHn3k9+8pN48pOfDGbGz/3cz+GHfuiHsLy8jG9961v4u7/7Ozz1qU/FG9/4RlxyySWd31122WV4zGMeAwDYuXMn/uzP/gzPec5zsHfv3jRmdV3jla98JV7wghfgJ3/yJ3H44Yd/F3rfU08HR1dccQWOP/74u+39L3rRi3DBBRfg4Q9/OPbu3TvDY57ylKfgtNNOw+te97q7qYUb09Oe9jRceumlYGZ885vfxGWXXYYf//EfBzPjx3/8xzv3vvGNb8Qv/MIv4IwzzsAv//Iv4373ux+ICF/72tfwjne8Aw996ENx1VVXzciW97///diyZQtijPjWt76F1772tTj//PPx7//+73jQgx4EALjvfe+Ln/iJn8ALXvACfOxjH/uu9b+nng6Ger2p15tK6vWmnu4J1POlni+V1POlgrinO0QnnXQSP/vZz767m3Gn0JOe9CQ+6aSTDvr+pmn4uOOO41/91V/d8J5nP/vZvLS0dJvPWllZOej33hl03nnn8f3ud7/OtaZp+PTTT+fBYMBra2vp+u7du/noo4/mU045ha+//vq5z/vCF77AH/7wh9Pnj3zkIwyA3/3ud3fuCyHwySefzA9/+MM718fjMW/bto1/53d+5452rad7Gf3Gb/wGA+Cbb7757m7Kd52++tWvMgB+//vfv+E9J510Ej/pSU864HNijLy6unpnN++ABICf//znd65de+21DIAf/ehHd67/y7/8Czvn+KKLLuLxeDz3ee9617v4O9/5Tvq80bq4+uqrGQC/7GUv61z/zGc+wwD4X//1X+9It3rq6Q5Trzf1ehNzrzf1dM+ini/1fIm550sHQ/fKsDVz5//iF7+Ipz/96diyZQu2bduGF77whWjbFl//+tfxhCc8AZs2bcLJJ5+M1772tZ3fr6+v49JLL8W5556bfvvwhz8cf/M3f3Ob797IzfFv/uZvcM4552A4HOLUU0/F//7f/zu1syQiwi/8wi/gz//8z3HWWWdhcXERD3jAA/D3f//3nfuuuuoqPPe5z8Xpp5+OxcVFHHfccbjooovwpS99qXOfudu94x3vwMtf/nIce+yx2Lx5Mx73uMfh61//errv/PPPx/ve9z5cd911Bx368bd/+7f4zne+g5/8yZ+8zXEp6fzzz8cP/MAP4OMf/zge8YhHYHFxET/1Uz+V+j8vRGbanRQAduzYgec973k4/vjjMRgMcMopp+C3fuu30LbtIbXHqKoqnHvuuZhMJrj11lvT9T/+4z/GjTfeiNe+9rU45phj5v72nHPOSYj0gcg5h+XlZdR13bk+GAzwYz/2Y/ijP/ojMPPtan9P92769re/jac+9anYvHkztmzZgmc+85m4+eabZ+575zvfiYc//OFYWlrC8vIyHv/4x+M//uM/Ovc85znPwfLyMq666io88YlPxPLyMk444QRceumlGI/HnXvn7cl/+Zd/wcMf/nCMRiMcd9xxeMUrXoE3velNICJce+216b6TTz4ZF154Id7//vfjQQ96EBYWFnDmmWfiT/7kTw6qz294wxuwfft2XHDBBQc3SEWbf+EXfgGXX345zjrrLAyHQ7z1rW9N/HDazXojvv2Zz3wGT37yk7Ft2zaMRiM88IEPxLve9a5DaktJJ510Eo488kjceOONneuXXXYZvPd44xvfiMFgMPe3T3/603Hsscfe5ju2bNkCADM85sEPfjDOOussXH755bez9T3dm6nXmzL1etPBU6839XRXUs+XMvV86eCp50t3Ld2rw9YuvvhiPPOZz8Tznvc8fPCDH8RrX/taNE2DD33oQ/j5n/95vOhFL8Lb3/52vPSlL8V97nMfPPWpTwUAjMdj7Nq1Cy960Ytw3HHHYTKZ4EMf+hCe+tSn4i1veQue9axnHVI73v/+9+OpT30qHv3oR+Od73wn2rbF6173uhkDwuh973sfPv3pT+NVr3oVlpeX8drXvhZPecpT8PWvfx2nnnoqAOD666/H4Ycfjte85jU48sgjsWvXLrz1rW/Fwx72MPzHf/wHzjjjjM4zf+3Xfg2PfOQj8aY3vQl79+7FS1/6Ulx00UX42te+Bu89/vAP/xA/8zM/g6uvvhp//dd/fVD9et/73oejjjrqdrks3nDDDXjmM5+Jl7zkJbjsssvg3KHhmDt27MAP/uAPwjmHV77ylTjttNNwxRVX4Ld/+7dx7bXX4i1vecshtwkAvvnNb+Kwww7DkUcema598IMfhPceT3ziEw/5eTHGxPxuueUWvOUtb8GXv/zlGTdKQJjwG97wBnz5y1/G/e9//9vV/p7uvfSUpzwFF198MX72Z38WX/nKV/CKV7wCX/3qV/Hv//7vSXhddtll+PVf/3U897nPxa//+q9jMpng93//9/GoRz0Kn/rUpzp7tWkaPPnJT8Yll1yCSy+9FB//+Mfx6le/Glu2bMErX/nKDdvxxS9+ERdccAHue9/74q1vfSsWFxdx+eWX4y/+4i/m3v+FL3wBl156KX71V38VRx99NN70pjfhkksuwX3ucx88+tGPPmCf3/e+9+HRj370IfMHAHjve9+LT3ziE3jlK1+J7du346ijjpoLtm1EH/nIR/CEJzwBD3vYw3D55Zdjy5Yt+Mu//Ev82I/9GFZXV2eUn4OhPXv2YNeuXfihH/qhdC2EgI985CN4yEMesqEycyAKIaBt2xS29uu//usYDod42tOeNnPv+eefj3e/+91g5ntEXqie7nnU602Zer3p4KjXm3q6q6nnS5l6vnRw1POlu5DuXsenu4bMnf/1r3995/q5557LAPg973lPutY0DR955JH81Kc+dcPntW3LTdPwJZdcwg984AM73027OX7zm99kAPyWt7wlXXvoQx/KJ5xwQiccYd++fXz44Yfz9BQA4KOPPpr37t2bru3YsYOdc/y7v/u7B2zjZDLh008/nV/wghek6+Zu98QnPrFz/7ve9S4GwFdccUW6dqhujmeddRY/4QlPOOA989wczzvvPAbA//zP/zxzPwD+jd/4jZnr0+P8vOc9j5eXl/m6667r3Pe6172OAfBXvvKVA7bL3BybpuGmafiGG27gV77ylQyAL7/88s69Z555Jm/fvn3mGSGE9PumaTiEkL6zcZ/+55zjl7/85XPbdOWVVzIAfsMb3nDAtvf0/UXGz8p9zcz8tre9jQHwX/zFXzAz87e+9S2uqop/8Rd/sXPfvn37ePv27XzxxRena89+9rMZAL/rXe/q3PvEJz6RzzjjjM616T359Kc/nZeWljrhUiEEPvvssxkAf/Ob30zXTzrpJB6NRp19ura2xtu2bePnPe95B+z3jTfeyAD4Na95zQHvmxe2BoC3bNnCu3bt6ly3ffmRj3ykc30e3z7zzDP5gQ98IDdN07n3wgsv5GOOOaaz3+cRAP75n/95bpqGJ5MJf+Mb3+AnP/nJvGnTJv7MZz6T7tuxYwcD4Gc84xkzzzDZY/9ijOk7WxfT/zZv3tyRcSX98R//MQPgr33tawdse0/ff9TrTb3e1OtNPd3TqOdLPV/q+dI9j+6VYWtGF154YefzWWedBSLCj/7oj6ZrVVXhPve5D6677rrOve9+97vxyEc+EsvLy6iqCnVd481vfjO+9rWvHVIbVlZW8JnPfAb//b//9044wvLyMi666KK5v3nMYx6DTZs2pc9HH300jjrqqE4b27bFZZddhrPPPhuDwQBVVWEwGODKK6+c28YnP/nJnc/nnHMOAMz0+1Do+uuvx1FHHXW7frt161Y89rGPvd3v/vu//3s85jGPwbHHHou2bdM/m9uDSQr7la98BXVdo65rHHPMMXjVq16Fl73sZXje8553UG144QtfmH5f1/XMGAPA7/3e7+HTn/40Pv3pT+ODH/wgXvKSl+A1r3kNXvziF8/ca2P5ne9856De39P3F/3ET/xE5/PFF1+MqqrwkY98BADwT//0T2jbFs961rM6e2I0GuG8886bCdUiohkedM4559wmT/jYxz6Gxz72sTjiiCPSNeccLr744rn3n3vuuTjxxBPT59FohPve9763+Z7rr78eAE1LWyMAAQAASURBVG43j3nsYx+LrVu33q7fXnXVVfjP//zPNObleD7xiU/EDTfc0HET34j+8A//EHVdYzAY4L73vS/+8R//Ee94xzvw4Ac/+KDa8eAHP7jDY17/+tfP3POhD30In/70p/GpT30Kf//3f4/HPe5xeMYznjH3xLHnMT3dFvV6U6Zeb5qlXm/q6e6gni9l6vnSLPV86btL9+qwtW3btnU+DwYDLC4uYjQazVzfu3dv+vye97wHF198MZ7+9KfjxS9+MbZv346qqvCGN7zhoHN1GO3evRvMjKOPPnrmu3nXAMzNzj4cDrG2tpY+v/CFL8Qf/MEf4KUvfSnOO+88bN26Fc45/PRP/3Tnvo2eORwOAWDuvQdLa2trM2N5sHR7wjNKuvHGG/F3f/d3M7GmRgdT1vy0007DX/7lX4KZcd111+G3f/u38bu/+7s455xz8IxnPCPdd+KJJ+LKK6/E6uoqFhcX0/VLL70Uz3zmMwHMMnOjU089FQ95yEPS58c97nHYvXs3Xv/61+OSSy7BmWeemb6zsbwjc9LTvZe2b9/e+VxVFQ4//HDccsstAJDcph/60IfO/f20K/E8XjgcDrG+vn7Adtxyyy13Oj+bR/b93cFjbCxf9KIX4UUvetHcew6Gx1x88cV48YtfjKZp8KUvfQkve9nL8IxnPAOf+9zncPrppwMAjjjiCCwsLMxV/N7+9rdjdXUVN9xww4Y85gEPeEAHyPvRH/1R3P/+98fzn/98POUpT+nc2/OYnm6Ler1p42f2elOvN/V091DPlzZ+Zs+Xer703aZ7NXh0e+kv/uIvcMopp+Cd73xnJy/EdCLZg6GtW7eCiObGw+7YseMOtfFZz3oWLrvsss71nTt34rDDDrvdzz0UOuKII7Br167b9duN8m0Mh8O542wGcvnuc845B7/zO78z9zkHk1h2NBolRvDQhz4Uj3nMY3C/+90Pv/Irv4ILL7wQy8vLAIALLrgAH/jAB/AP//APnTwiJ5xwAk444QQA2DDJ7Tw655xzwMz44he/2GE2NpalIdhTT0Y7duzAcccdlz63bYtbbrklKRK2bv6//+//w0knnXSXtePwww+/0/nZPLL+3Jk8xgT6NI+ZVk7s3S972ctS7oRpms5DMI+OPPLIxGMe/vCH46yzzsJ5552HF7zgBSlppvcej33sY/GBD3wAN9xwQ0cRs/wDZRLy2yLnHO53v/vh3e9+N2666abOaWLPY3q6q6jXmw6Oer2p15t6+u5Rz5cOjnq+1POlQ6F7ddja7SUiwmAw6GyIHTt2HFR2/mlaWlrCQx7yELz3ve/FZDJJ1/fv3z+Tcf9Q22hos9H73ve+O+QidzDeACWdeeaZuPrqq2/3++bRySefjC9+8Yudax/+8Iexf//+zrULL7wQX/7yl3HaaafhIQ95yMy/g2E202QJ62688Ub8n//zf9L1n/7pn8bRRx+Nl7zkJbjhhhtuX8cK+vznPw9gNhznmmuuAYDblbCup3s/ve1tb+t8fte73oW2bXH++ecDAB7/+MejqipcffXVc/dEeWJyR+i8887Dhz/84Q7gEmPEu9/97jvl+UYnnXQSFhYW7lQec/LJJwPADI/527/9287nM844A6effjq+8IUvbDiWpSv6wdKjHvUoPOtZz8L73vc+XHHFFen6y172MoQQ8LM/+7NomubQO1ZQCAFf+tKXMBwOsXnz5s5311xzDZxzBwV89dTToVCvNx0c9XrT7aNeb+rp9lDPlw6Oer50++j7lS/1nkdz6MILL8R73vMe/PzP/zye9rSn4dvf/jZe/epX45hjjsGVV155yM971atehSc96Ul4/OMfj1/+5V9GCAG///u/j+Xl5duN9F544YX40z/9U5x55pk455xz8NnPfha///u/j+OPP/52PQ8A7n//++M973kP3vCGN+DBD34wnHMHNDjPP/98vOpVr5px/7sj9JM/+ZN4xStegVe+8pU477zz8NWvfhX/9//+31R+2uhVr3oVPvjBD+IRj3gEfumXfglnnHEG1tfXce211+If/uEfcPnll9+usXjWs56F//k//yde97rX4fnPfz42b96Mww47DO9973tx0UUX4QEPeAB+7ud+Dj/0Qz+E5eVl3HLLLfj4xz+OHTt24BGPeMTM86688kp88pOfBCCVlj70oQ/hzW9+Mx7ykIfgUY96VOfeT37yk/De32YFqp6+P+k973kPqqrCBRdckKqtPeABD0i5hk4++WS86lWvwstf/nJcc801eMITnoCtW7fixhtvxKc+9SksLS3ht37rt+5wO17+8pfj7/7u7/Df/tt/w8tf/nIsLCzg8ssvx8rKCoDZ8LjbS4PBAA9/+MPT/rkzaPv27Xjc4x6H3/3d38XWrVtx0kkn4Z//+Z/xnve8Z+beN77xjfjRH/1RPP7xj8dznvMcHHfccdi1axe+9rWv4XOf+9ztBste/epX453vfCde8YpX4EMf+hAA4JGPfCT+4A/+AL/4i7+IBz3oQfiZn/kZ3O9+94NzDjfccAP+6q/+CgBmwCAA+OxnP5v444033og/+ZM/wX/+53/iBS94wYwb+ic/+Umce+65tzsXVE89bUS93tTrTb3e1NM9jXq+1POlni/dBXS3peq+C8my85fVgJjnZ4pnzpnaS3rNa17DJ598Mg+HQz7rrLP4j//4j9NzSzqY7PzMzH/913/N97///XkwGPCJJ57Ir3nNa/iXfumXeOvWrZ37APDzn//8mTZOv2f37t18ySWX8FFHHcWLi4v8wz/8w/yJT3yCzzvvPD7vvPPSfZYl/t3vfnfnefPauWvXLn7a057Ghx12GBPRTF+n6aqrrmIimqnYVNJG2fmnx9toPB7zS17yEj7hhBN4YWGBzzvvPP785z8/039m5ptvvpl/6Zd+iU855RSu65q3bdvGD37wg/nlL38579+//4BtP1Ab3ve+9zEA/q3f+q3O9R07dvDLXvYyPuecc3hpaYnruuZjjz2WL7roIv6zP/uzTlWmedn5l5aW+Oyzz+bf+I3f4D179sy891GPehRfdNFFB2x3T99/ZHzns5/9LF900UW8vLzMmzZt4v/xP/4H33jjjTP3v/e97+XHPOYxvHnzZh4Oh3zSSSfx0572NP7Qhz6U7tmIF87jcZhTMeMTn/gEP+xhD+PhcMjbt2/nF7/4xfx7v/d7DIBvvfXWdN+8SmjMPMOnNqI3v/nN7L3n66+/fsN7Nqq2No+PMjPfcMMN/LSnPY23bdvGW7Zs4Wc+85n8mc98Zi7f/sIXvsAXX3wxH3XUUVzXNW/fvp0f+9jHzlTwmEcHasOLX/xiBsAf+9jHOtc///nP83Of+1w+5ZRTeDgc8mg04vvc5z78rGc9a6aaybxqa9u2beOHPexh/Cd/8icz1eD27dvHi4uLM1VreuqJudeber2p15t6uudRz5fOS/f1fGk+9Xzpu0/EzHznQ1I93RY1TYNzzz0Xxx13HD7wgQ/c3c253XTRRRehbVv84z/+493dlO9puvrqq3H66afjn/7pn3DBBRfc3c3pqadDph/5kR/Btddei2984xt32jPX19dx4okn4tJLL8VLX/rSO+2534/05je/Gb/8y7+Mb3/7273nUU/fk9TrTT2V1OtNPd0TqOdLPZX0/cCXevDou0SXXHIJLrjgAhxzzDHYsWMHLr/8cnzsYx/DBz7wATzucY+7u5t3u+nLX/4yHvjAB+Lf/u3fNqzy1NNt03Of+1z813/9Fz74wQ/e3U3pqafbpBe+8IV44AMfiBNOOAG7du3C2972NrznPe/Bm9/8ZvzUT/3UnfquN7zhDfjN3/xNXHPNNVhaWrpTn/39Qm3b4uyzz8azn/1svPzlL7+7m9NTTwdFvd7U04Go15t6ujuo50s9HYi+H/hSn/Pou0T79u3Di170Itx8882o6xoPetCD8A//8A/f04wGAH7gB34Ab3nLW+70SkvfT9S2LU477TS87GUvu7ub0lNPB0UhBLzyla/Ejh07QEQ4++yz8ed//uep1OmdST/zMz+DW2+9Fddccw3uf//73+nP/36gb3/723jmM5+JSy+99O5uSk89HTT1elNPG1GvN/V0d1HPl3raiL5f+FLvedRTTz311FNPPfXUU0899dRTTz311NOGdOeUxempp5566qmnnnrqqaeeeuqpp5566uleST141FNPPfXUU0899dRTTz311FNPPfXU04bUg0c99dRTTz311FNPPfXUU0899dRTTz1tSD141FNPPfXUU0899dRTTz311FNPPfXU04Z00NXWiKjzeWnrETjtIT8M5xwqBxB1cSiC5OGuHIGZwWBwDIhtQAgtIkcQERwIQAQjgkAgIgSOiBFgEAAHkAORB3kH8jW8r0CuApEDAwgxomkniCFi4D1CO0aMLZz3GAyGIHJoQwCD4bz8LoSAqG105BCZETmCI0DOoa5qLI2WMZk0aEMLMFBVFUajIaq6RtuMMZ7IOxkMIob3HuPxBPtX9gHMqKoKznvENmB93wTeezAYbdsgaHtk2BgxBDQcADB85TAc1KhqjxACqsqhHtRgBjhGIALee3hfyTgFRmSZg8rL77ZsOQxbt21BXTusr63h1j23Yt++vYjcABSlLcGj8iMsLi5gOBxgdW0Ne/fuQdu2cM6jritUlUej7SUiOCfzHEJA04zBzKh8hWFVAWAwA+Q86sEIg3oIOIfJpMVk0mDSBiA6LG5aRu0HqOohvK9x1Wc/im9/7TO3bwX3dLfT3Z1zf5o39fS9S3/10T/EcFQBiAAYDIARZI2pHHGoQOTlO2YAHkQEYgeCV1nk4L0D2IFZeJbcL7/hGMHMcIDIHQeQYzALL44xprcbMUd9doR3DkQi2yJHRG7BzAgNwbYDMyfZB303wGm9hhAACC8HAzFGkYsgkCPcvONWVHWFzVuWMRjUiBzRti0G9QCRW6yurgpPJgcigJw+w/7pGBKA2ITU78gxty1y2r/1cAFtO0EbGnCUayFGcMz7S/oMcMzynpkRI4M5IkadJ5Z+xuJaeX/TNoiRccVHP4dPfOiu4/33Ft60edth+O8/9Ux4IrQxoGkmAEdU3mE4HIB8BWag9jUAUrXJwfkKzCR6F+t6G9SoFoYAAy5GEAAwg1j0NgLkb5bKMYwA75zqMxUiMxgtAEI7aeCcg3Mek2YdALB3916MFoYYLSygqirR+zjCV7WsAxJdMETRwKqqxlXf+DoO33Y4FgYjeOcgCxog78AhookBYIL3BO9IdCcweNIIqwgBk/E6VvavYH1lDYujAXbeuhe7d+/G7l174H2F7cdux6blJTgiNJMIAGiaBuvjdTRNA47A2uoYdV0BBIQQ0UwarK2Pse4rbN68BVu3bsGNO27CDd+5Aasrqzj66KMxqAa47rpv4bCt27CwtAgGMGkaHHX0Udh+3LFYWVvFLbtuxWhhhOHCAnbtXcFgOMDS8hIWFhaxd88erK2toW0D9u9fwc4dN+GIo4/Eqfc5Ffv27sOOq6/C7muvulPWUU/3HLq38Kaeeurp3kUHw5sOGjyaJkeEQV0BRHCOwDGDP0RQUIgVIBLFOwJgDxATPLdJSY6qwJKTzxXXCE6UTlHhRcnwCjRBwRoSzR+V8yA3QAwRznlEMCg4OO9R1UMQEVoe6zvEsGhjI4qMcxDQIyvSRA7sgMhAZEbbBgF3mgmadoLKV4gxoA0tQmilDZVHVVWoBxXqcQ3mCOd0FBgYDAcAA20UBY4hCjfpJ4DhnQcjijGgY+Hh4KsKVZUVmtBEMDkZFedA5ODhVFl0IFdhZXUFS5sX4aoBAhgtR0QwfF0jxoDx+hjgCrFycOuEEAPathFDRtsc2oAQApyfEjJmC7ADc4sYIyaTCczYI+cR1UgjV6GZtGiaFm0b4H2F0WgETxXW1scgarDt5Pth4chTEJmx7fBt2I8BNi0vY9vWw7B16xYsLgzRrK+jnaxhUHncestOVBVhUBEcAsar+7Bzx/VYWdmD0aDCaCSgF+DR0lasraxg6xHbsHnzMpqmwdraKtogyve+vXuxf2UFIbSydkGYjMf4yr9+/PZujZ566uk26H++6VU4avvhYESAo2ILUfgkMaCckZjFkIRwSWJK38H+IgIipfvsUv6b9Ld2RfimACkFgMQEcgwCAWgRQoTxZnICTIEARx6RIxCjPo3Te6aJiDL+pP0i65uCTyaoGRlscgp4DYdDOO9Ss5kZzjlMxq0cANhQUZa3+Zmchqqq5BmRHWJkhHaCEAPgGAQvgE6zBkAPU0jBNSJEIn2FjjEDgXVOppQMIpUNeq/oBAUEp/PpnAcjdCeqpw2JQKgrL8PKhMoDa+urWFlbwdo6YTAcYDSsEVHBeYfYRjA71IuHodwv5XoTWDaCIsPlSwLaYHZeMlhb7E/n0t+ePPbt3wcAGAxHuj4FrBSAVHS80LaIMaS1dO03r8Hhhx8O7zzatgWpvkOOEFQvAyvAq+eJHk4BXg/nGTFGtC1jMg5yyOgEXK7qGuQc2rZF0zSy351DE1rUdQVXeVShFj1v0oL18C5GOQzEgBBCRKxqrK2t4uijj8RgUMPpQeDevXtw7DHHYTAYIMaAylfwdYVx0+C//ut6LCwv4bBt27D71r1o2xZ1CBjUHqsrKxgNamw+8gjcfNONGI/HWFhcxLBpUI8GctgZIzZtWsbKlsOw2y8BWzZj09YtWFtdAwhYGCwA43Xsu+HaO3m19dRTTz311NPGdLvBIxDgKjl99c6rIk2qQBu6kFUQghPhzwSqWiAoSEEEeAfHHs7LCRbBiaIRRbGJLBqDr2s5oUUABwb0JNh5j0Fdw4082pZVqYAYCDDlxqs3VMeqUB2XBJJSIwN6rW0aAcX0GC7GiMk4YEITNXhYPJ5iRF3XyTPHOX2fc2COaiA5Gzb9H9YTdchv6lpBtqCgmLQzMnKbWUbUOa9GginnMg/k5DNzxNp6gz179mB1rUIzmWB9bR0xMmqXgS/vZExCDKBW5m44HMkJemjRNq0oc+TSqbn8P2djguW7SOYZAFCMegodQdwisnp9OYdKFWDmgLadACDUgyF8PQKDUY+WsDTahKWlJQwWl0DVEIFqoAJGgyG2bl4SbzIEhHYdq/v2YGV1jHHTYnFpGYdtWcLCwgDOAW0LrDVLIOexafNhOOzwLQAYk/E61sfrWB+vYtK0YOfQhkbGlxyGi4u43yN+GEceeSScc7h1960I7RqGQ1WWo1PPOA/nKhCZF5zDaGER66vraGOA8x51XcN5J2OpQGMMa4jcIgZGaCMiA5UfYmE4QlUP4MgDIHBkxBjw7//8N4ihvd1btaee7i561vN+DPc54+QEJAAAI+I+9z0Fw4VaDgY4qryICNxCvGUyLy7+U1yzL1znoxwECKgTmUCIautS0QYS2WHPSyTyoANekQOReiQpWAT1Fp05m2EDWPKDS3BlxiBP91i7CyApMqq6wmAghw5R+2QUWvF0cgnslzFzROkAIAQBf3xlhxiteMqGVmTSVA84IVGcQCCC9N8XIAHbGQ5mHiH3kHqxkI1pIXd1bBwRmNxckKKnWWIwmtDapMA7oK5rACarG6yECZZGCxhQpSpYBDf7sbi0jIZarK+twzuHIRHq2GKd5KDNMaPEhNKccDolQhb/tr8UMC3udc7Be49AIe1BQPZN9pCjtH8N6GwnE/m7jahHI9R1JR7oQbyTyDlUCvbaAU+MLIeFCaBUmcks674eoK7FU5wImEwmmKyP03oVj+4q6U2OxLub1scg5wEWeeuc6peDGvv2r+hBYYVBXcGBsLZ/BU07EfAoRLTtBL52GA4GWFlZxc07d2K4uIDBcID18RgrK6uoFxcQVwJ85eUwa2UVa2vrGNY1FheGWF5agHOMlZX94uE4GGDxuGPQEmG9CQhNQLUwRD1awOLyFixv2oz9+/Zh0kzgyaGuKwwGNYgF3FrffdNdvj576qmnnnr6/qHbBR4tb92GI44/EeRECXTOZyXeFEyOcmJE5amqKu4E9fiRUAGXwA8HglMAQhRXZ7oGxKvGPIQCNHzLAUQevnKoqwrMDF8N0ntCVLvBeQU3SBUdj6iKWAKR7P/082Q8TqfBpi/HEBA5JCWuacT7SJQcQuU9Qgzw3otHFjs9vRXlCs4jokKMESEGcGSQJ1R1BY4xnXanUAANr4iFoVGGCHI6Uqek3EH9tVb2r8A5QuSAGFv4yqvCGVFVNRx5kJPxkJAMj7qS0/W2JTGWWiAGBY0IiJSNmGRYzVgQpSFkp/LqnVXXaCZjgAXkYga8d6i8A4MQQ0BdiwcXc8D62hom6+vg2GBxOADHRRAB47V17NuzG7tuvhG33LQD7WQFRx15GIbDIYbDoRosARQc6sFADRnGoK5ReQEyJ806yJGMCUnIB1iUw6OOOx7HHX88iAj14k1oJvuxuAgB7tgjBNJTzwG8qwFXgdlhYWkZ66vraEIQj7G6EiVx0mDSTMQQjPsRY4PQRkyagBgJg3oBy4tLGA5GcK5O89k0Dc54wMMARBA0RCYG+UwEDiGHoMg0wZGDIwd4lzwfzBuAyIlHnDNlXv4GADkMVrPdbD11NiDbt2Bcf901uPE7374dnKOneys98AfvjzPOPi0ZmQAAAs7/kUfguBOPSSA3IMBxyRs6RMpXAEhwSoSFqxmII7yI5ZDB0vZ1PHyQQApWlIOYkF0XdKOgaAPL2zhGlQ9yAADlpzFqG0AptGwWC+LcjinvDQvjSgY4Mt9MQI3uT9aQs4WFQRqPGCM4imdt27ao6gEmk7Ee1hA4BiCF8wiIBC9AvTPPLeXzxZu744bu5NmzHRjkvAJQMn6OZgGtPIWk85PbA7Ix17/1oOWEU47B2Q84HV/9wpVzn9WTEkM8oGMEKKJyEpY5Go0Q2gbNZIJJWEfTtnBOxpaYEJoxuK0Q2xYIDapqgMoxXGxRk/yXdE+RHk6RzhPDF+/X9a96iekYRE7BTdkzg7pGM24UaM0LK6p+BIh8Ymfhm6yecAE1PLwXT2uoxzdHhqukP8H0NwWJOCLtl/GkwXjSAJADsEnTAAD27V1BjIzFxUUsLCwgxoCm4QwcAai8B9eMEEzXYkkroLhz4IiqrkVnawOqWrynq6rC+voY66tr8N6jaVqM19fhvcdoWGNhNMT+vftwy86dWFxaRggB40kDH1neyYzJZIwQAtbX17B/n8PWbVuxtLQk6QLGY6xMGqw3EwyWFsHr61jbux9oW/ilEbyXQ0fyHnFlDD+sMRrUqOoKQwWP1tsAxIDxZB0cgoQzepH5zBG8f+27sXp76qmnnnq6F9HtAo82H3EUjjr5lOR9QoCETyXgCKpkh6TIc+eclxKo5Lyc7pjiHBmqPOdnpl/ac1TnBUGMYFOWnEc98KLgMiHGgMiAJ0qx+tAQOPIexAEAgbyH0xxMgLhWS5ham/VrPcmLHMXtWo2fECRsi2JA27TiIUICiFjeJ+c8yIsbdNSTu+AJFKQvrhagqQ3FybMpaXpSF81oYjOXyI6sJdyOGESClAkgUombdpSws3pQYTgaoqrFIOJFRmxsYO100Gl/KZ3wMQxUSUfJKdLAOfEQi52TSOT26+m+zb5zkq9gvL6uHlcyJ21o4NRzzZFDDYhLuXNyqhoCQpjAccTKyn7s27sPe3btxK6dN+OWnTdi3627sDTycM7Dea/rieErwpAGIEjoRwgBUOWqjjW89xgMB+mkvmlbRM1DUvkqeRuEEBHULb7ylDyxuLBDiWXhc4yoag+qfBpHyx9ip6mcjCizcmfP30k9CELb4qwHPwJVpUBdbNG2DSI3Ak5OZI5DjAiRdQwlbI/qWoBdi7BxDt5XqLy66zvJyeW8B4gQW+jvxZIQ0JWL012Zy699/tPwvpJ2944D31e07YitOP6kY2fW64X/zwX44cc8DED2tklhXAnb5mKlZ3mQvIwE9hDgEwA0D575PggAowAPOOVfg/J7FM+w9RoCpzWq3AzgoCCI/USNWGZwkdvNO2hulvzkaVBoHlm/u/0tuq1jYp4XgBrUwkQ0pwxjtDhA20iYXBMCQttiOBpK3qPBAE3TJICHnPCalKuJCF5inNI7ogHMyRtKD2vsQIBzA81ryPrriMAajA6dBwOHykmWw4RyjCjjdVTMMhGYgJNPOx4cuQePDkCjxQUccezRACyvlHj2OF+jrip4r6GBk6DhW0HyUDoBdibjCZpxq4BIBMcABqGmCK+HU0bE4tFsnsKUt2k+EGIBDhkCYjHksyOnYWIABzk8LFNhJsjSERy7tKdjiGhDwFC9t21Nm4h0jjq8RA4A9W8icATG4wkm6sG0uLSEfftvBQDs3bsPHBmbDtuEzVs2o2ka3UeDdCBGGvrfNBMFuBhtG9XTyWlqAGA0GIjHXxQd0TsH8g5rq2sgJzkfx+tjAY8WhlheWsTelRXsvPFmnHTqMhYXRojMmEzEU2l9fR2LCwuo6gqxDdh76x4sb96EhcURRqMRVvavYv/+/ZhMJkmfdDGA9ZCSHNCEBpO1MdbWVjFaGEnIYoxomwZEgK8qDLZsQ7uyD+14HVQ7uGEFV4luxY16luvBEWyOo4BOPfXUU0899TRNtws8Ikc5DwOAwC081YCFfcldiBTUEDAtAAJCRJfcmskRoDl1ImvCTyB5SRhYJAawnCOTFzdm5ys4V0liVDAijTAYiddGiBGhEcOhHowQCWiaseokjNiK8uurShR3JjmlVjBsvHeST70j1OMjKpjQIsSQvISqusJwWMM7hxBbDKoBqkri/UOIIHbwgwree7RtA8vkBE+oqwojdWluVXnxzotyzYx6WKGuazkVk9g6sFODS4EfAeuinDyr91ZdD9A2LRiSkHU4FIWEY0BV1SBHWG/HaFs5XqOU1FROBFvNd2QJVpMCGSUsT0IMVaELMkGmg5KCXSEGOCdeUwxGZMmr1GgonGdGiKyhhnKKubgEVKFFRYTKOUkSG1uEtsV6aHHTeA27b74Ju3fehH17dmN9bT+cIyxv2oSFhREAabtzhKoaYMvSJjjvEWKrbuUt6kGFynsMh0NsOWwLVldWYd5SjbnY6wl/0zSYNA2aSQOiiEHFECc2UZqZHbxMCMDi0TSsRnJiGaO43reaHJ0kN1hIYX3mzgUgWM4tGT/vPYaDAdpmjMmkRYCHrzQPVuXArSh/FIvkt4pkSSiQg4RWircF+UIBz1s0hRGUydDFqwlpTCJYndukcWee+xCcfe5DxQh0tz/ytad7LvnKY3nTYgHKACDg/B95BJ73K88qjDw1KuUPuW0GUTSjk8SDRS1SZuXxxAk+8nK7YqoGrnpAQ3yzV4s2COi2cfrNrIl1kxEs+y+3VYAbUm+GBMiX/02eRDYOGe7KzdWDh6LvllwaAMhYqBq9RAQyQBsZrIeL6fCDSMN8HYGbHDbnnEPTtClsCYCCudx5J+tpg3lfWaLsjHzr4QUkf0t0mc8bCFeS4Ukyb9oPRxJCDjtk6cJl4n2rzYzldadFM+atl55KOubkE/HDF/2IHEx5go8AwOqp3MJ5CVXyfhFt0yC0AS23qKsKS8tLUuBjvUUzmSA2AaGJWFgcofIS6mXjL/8reyFyACHCO5UhoKQjOIg3TlSQ0sLbTJ8y/StylFyMlNeEeasZv+AYVKcKqJdEhyLY8tR94XxnnZj3eYwMZ57PRIDzsmq9Rz0cIsaI0cICVlZWEDiiHgwQQsAkTlJRkBgjmrbFeH2CW3fvwabNS6irAcZrE7SRUQ08hsvLmKyPccSRR8CTw8q+/di/Zx9CI8nrm7bBaOhVv2sxmUzQNA18RfC+wsrKCtrQ4rBNW+C8x4237MHi8gL27t2PbVu3YnFxEYO6wv49e7Hn1j04/PBtsp8VaFpfW0Nd1agGNUaHbRGe4UgLzwTxkI8Mr8BRM17HhOQA0Vcea3v3yh4MLdxgCK/AU9tEuKO2iTf4foInAajaSQNeWwXGe5HznCk/tNOyAnDsqaeeeurp+4tuH3gEwCWdIQAwJTiq5xAD7CQ0SrEjZmeBN4gMBBJDuZ0ECU3TijEAoR7UAvjEqCdFYtCPW/Hy8b6CHwwlOaGvEDli0jRYqEWp9YMBqsBoI+Aco14YQcKYDAhhsAdEBksYjygz+SR4tDBEGxrEIEa+h3g4hQCEVuPxg4Sn/f/Z+7eQ27Z2vxP6Pa21fhjjPcw51/E77EN29q4kOweDFcpATFKQMqgBqwopyigEExVjoDBQBSKKWFd6Yd0IeqWIIAhSFwYREUUovRWqMFCHnLOzT9/3rbXm6X3HGL33dvLieVrvfcw517dXVu2db+/9vW2x1przfcfox9Zbf57/83/+/+A9Qz/gg2NZCuLqDmhSh7ngiwZkIoSho0hFoqYgOWVruVOmjvMO8VpdE5TlknOhZBU3BVCyjFwlFD54QtAgZpovVDJ93zGM2v9fSuYynak5M18WDfaMrSMi+KDsnRTjGgC1amFLPJR541GNAbQ655Imdl5AVLdKK/eegoBTWnrNrU0tMM8zl3Th9vaeakCTiBC7kZ/5+A7KwuWysMyLVtFKpnj40auXnN6+YZ5OeF/45ON7Pv34GZ98+oIuCBQNqEL/jJu7zwGhHztKysQcrZrq6Pue+/s7jsfRqrHGMNq1pCxLZJ4WcsoKPC0ZIdBLa3/EHI2yzi9R7a/Qa1Ce54l5mi2QNMHakpnnRe+1C2i7ZyamTFwyXShIp+KoIXhC77lcFGxS/QXBOU0IU1wIu7adNQXYtRbqrzatl6vUrrbk2hLdfXXXWhMQfV6lMT8cVKUL4p5yvt+345f/+B/kf/G/+R9AvtUfrGzEbbRWrI1pw4eTinVeVXtfvPNr+8z6VWnaQ87YLmkFLHS+KkBOdbv9uf3W9CfO0ffW6lxlTTg/dIwN2NknqDvShW3aXX1DNgVuA2krbpdsN7aNVGXZ7K9dA22rMTZWAKVAdaZBIwOlLGpa4FQUOecGuFyfazt3sXepsqs02avGZtq3Qa9sJZr2DFCE0lxP8WubUbseWMFCXLGr7a9YK6Vc60g1cW9Bt6sA3v6arf957348jf3QtVj184DqlW2aEjFFJEGQqmyVJTJPE33XcRhGxn6k1kJaEnFKDHcjXejIMSvoKdfgjr7H3BpnwBaX7Vs1Q+31+0ljCPEaSpai87kBSmBtk1fvFnMzbHPSPjeMvRXyrEXOibbW21fFyYpbJGvBLNXTXHkFK+Lg6LuOnBPjYVDwJiXEg3hty485E1ZalRbDvFenRtfY7KLson4YSEskp0h3c8vz+3vyrBqJr1++4vlHLzROrIl+HAh94PFypj+MPD6e+PTzT3j27BkZ4RITh0PPyy+/AuByPjP0Pce7Ox7OF16/es1hPBC6zuIxUUZ7zAyHkWHoefv2kdPbR+pNYRhHCHC4O+C8Y5ovTA8PiAjj8cDhcGCaJo3DSwJ6hQcruCrqiFtVT6tYLOyckDsP/cc8/+gZIaj+pwqOa/ySpwUu5ycQ6Wk8jafxNH4Kx7ekDVSsTweqM2bCWi42GjA4H/RzVVknuVZytQKkBMQVc9PBkocWJXitIonHVRXIBqGXVilTqrH23icQ0f7voABG7zuCiRzGuDBPk7U/aVuSspECzokm9t7TyqIheMZxZHAdl2nmcj6zLAspGxCUkyb+1lbkHKQceXh8wDlhGDrEBWN/ZJx3jOOBt6/e6PaHDm+VQgTSEkk5cby50eSoaSOJtt1VtPc/xkTNKhXlDJET2Yr02DXx3hFjpAuBLJByol703A43B4Z+5PWrVzhxeHEWNDn6fuAwjogT5mlZg72UVN+pFL12qaqAuDitQDWtg129ff1TprU8GXCSM8lAiNTa/VzlcFBNordvH8nhoCKUcWG+XEhLhFJxXnhxf8tHH70gx5mcFJRZlsjpcuH2fMDdDHos1ZGWqI5zxyMiqpswdIFgjKmcCzlFfvCbP2C+zJzOZ0qpjN3IeDxQq/Dw5sRluiDMHA+Bvj8QQm8Bq8NLMMHspr2iIOTpdOLx4ZHL5UKplX7sEVHNhNP5tVLJ/QBViKlQsnA8DByPBw6Hkb7vcR6m6ZFlPuHI6gBTI3lJxLgoWGoaX5qYakqNCN4F1UJw3pIDO77GsvBuAw2do7XnlVwVeCpNFLXQ2l5MEQYpQjV6iDIDP6x78jR+b4yPP33B//7/8u+soE7JaWWElFJw/lEBpMYuYgfi7BkjxtD5OhbJuylGrbt3iA39roc9s0gqteo8XufkturZsEZeS/y0/baBRjs9MCuaX4GrIhSisgbFo3aguubVtnYJK1C6d6pq7zt4H6xdeRy1NUq/P7xzVOcRBho7ywmIqzRPzhWck0bdkY3xuTKLrq+htPcpxpptDMJsphbOrYcsdr2URejW7zQ2l6zv5cZs3LO2tmLLFXOxsook8z4Et96TJ9Domw1t7VYwsHPmrOoVeKy1GCFUmSOHYWAwLZ7Xr16xTAvH4w3H45EQtF1Z76VQkj5PjV3irCDgxFxpq2kaGbi0slBobfS7+2fztEphGA/kpHGNeEc39ObwOuEzIG6nL1RsLYGu69eCW8XEqq2oUUtdQa6VWbfbvWGfSIEMFps50z8UlmVhnmb6XhnZ+2sLyh7v+g7vA84HQt9RRZTtMw6cT49QtRW+6zuGceDmcCDfLngnHA83VCdEA3r6w0CNmeOt7v9yPvPs44/wXcev/sqv0XcdXdfz/Plz/t7f/ft89cUXeDT+fPH8HucdP3z5isuXr5CcCfd35JxJKXF/dwt3t+D1urgk6mo7L8zzrCLodoG6oDqW8fyoepspkZeZ0Hf0Q49QyTlCLivbywddk5K18VenIJb3DlKh94G5a3G86p0qopcgRTj0cDo9AUtP42k8jafx+3R8K/BIe9U1JK5SceKpRdbkYU1YWztZKRTZQmwVxtYApRb9TKuSAqRSICaUWaMUe/EO5xsTx1w6UlR7enu5zfNEyYm+HwygcZSiValaPb42vRkLunOmpEQ1IKPWQnSOkjLu5k4FSr2j7zu6GtagN6ZISpFpmleBVcg4F6xNzwLqFVSpHO+Oloxtmh6hCywG9tRatCpm19WJCjm7TunLvffUqGCdd15ZVyHgUiTFSMpZNS1KYDyMlBxBVLsnhEDwHbVAjioWLmVLORrraBj7tWd+XvQe6iEpSKeJiLYPOsXzKLlqVXlNLgtSlJ3kXV2BLh9UoHy6zPigLRepVpZpwh2UTVOILMuFmGZKjNQUKVlb1uqUuXjh9u6oAJp3SIS4RN68fkAcfFTuOB4Gus6rCOXDI7UU+uGFgmopYWEppSQeH0/ERa9TF5QF1PcquP3wcGKaVNjbOa3Ci+tUpCtDzUXbPCjWmpFZlhl15avM80RMiwZd0tP3qk0xzzo3vTTw04JyS7hyTsRk+WtRcLWS9TjJ1JopJSI1U+o126JRynMu4Ate7Q11fkrR58DuUtPvclX3HXOk2ShtgK5+tymbaFVZwTlX3a4F6Wn8bh8+eP7X/4f/Gbo2bYl76LwB2R3qxiWbIQCsn/u6sdnMt//uWAbXH7z6/I8bmyGAVRqqQx86WztNLFs18poW0vU+tfVFjO3EymZYj7XWNSmm8fHsZ1csiR04cj1snf+tTkeUE1HaN6q6wNkiT3CDuofWXevcdpS7VtK64mVXxyLr0RvTJyCSKYJm06At32Sc61ZNt3Vbzq2ag6vOHhVK0zNr7zPVlgFj6u4AIgUNlGEFuoyItFXDuE8GNlzd/3ZfnnLMHzu8E4Y+UFGJgFoU4AniCH1P4+eVknEiDIcR5xyPD5XT6URcMod+IKeMH+oKFDXNqvWeVEH8Ns8MhdRXwao7ZBp+jVW2gpvaqhZjJJeI77V4p+37lZwSvfdroWvwHSlG3rx5ZBS4DYFLiYSKtcqzMqEzG1tOi2SsoFIrmrXjU2aSMmQFoe97hqEnxsTDw4nPPj8wjMrGijGteoTBB/pB382hUy1E5z2+CxrGIpSqroMhOLpe46yUDIiqVfWfvBaQci54ax2b5wtffPFDYi0cb+/56JOPefXVSy7TRFwi82VCKurQ9vIlr9+85ng8Knjj1rIQOSbGw8jP/4Gf5atXL3n56hXT+QK5EKcF7zzHMRAp2uJYFuJ0Ir59gz8O5GXStWCBXCuH2yMPFiPhBmNcgffabie1qB6lK+akZ/F6gFALSxZzpKkaF40jyBHXO+R4VBmFlCnLomvROCDeU2OCxwdYpn82D9DTeBpP42k8jd/W8e3Ao6puFM2pSSuW1kawOtq0ipW+kGpzrpFKLeqEIU7W3u5i7myaDFhiLY2+b9sz2nytmD5MRapWU8ER5zMpKdvJ+87cSZK1kGkVxcHaahZLtqQBa2nQY0gucXp80Faxkldqv/daFdf2BMgpmltWaeQpELVR1hPU85/TrMFIcWsLgQZIKijugwYprjZdi7oGRSArvdx5Tdy9iYM75+nsDjYbW+8VyBDnCRZQ5lKY5hkX41p9XuJMFzq8F0ounM9ngvc8e37P8Xi0c6+q+7MkBIcPGpCVAtGYCtqSoILktWn8lELotDVMnCMuCnBRK8Oo1b01WamZGBcFJhB1hKEgvcfR4aRyyQvTdOYtiYoCTze3R/pOWKYLKc48PjzQORWJ9eGgFPdSiElb75z9vbrm+FSZpskqbYFBVEx6GAb6YeDt20dSs/NdQRKvTLtq1dEiVN8SN7SFYNa5lNOC2oE7pBacU4DKOUfJ1TSzVDfLO29zy5hiJkAuqCOfakUtQGJjXjSdqJYAWCJWQMhIMfBPXCMdccVaWJNFRQFLbvvEYvTGM7Hv7irOxQTaq/sGyfPT+Gc+/ub/6G8wjrowNIaHOPjZP/B9rj3Wd4ki1wDLFbFH3v1B+/yHcaL9fNkYS/80Y8dkFKFpd7n9znZsu7r7e7PeFmTd9yoi/Q5ToVk87K3kr9vw6n5nyjF6B+n40Lm5KjhjIda2ltMYfbtttkKGPW8NbBHbRpViz+4G4Gww3U6Me8+Kqu36ya6Qo9/dQCfTbGqtiLtzdqKaeu2eq9zdO8dt16zhbCs7xG1rxkos2nDKD14rEeGz73zMf+lf/fP83//W/+cDn3gaK3/LClzrZLRr773Nt6SaflTwznNzPHI6nZGqTmLzPONqIpSiBhr9YO/zdoPqygZya6XPr+y09vwV0SKDzlqxedSO1O1+pvGgGFNbvGoFBCfEeebx7SOXxxOffPwx/f2dgWMKPupzmxFjVzVjP++9mp24vNsv6zGuALEIOEc/DgyHA5XJmM4K/KgcQaGFaj4o2NUYdF3XWcylsag4ZU5fM+2UhbQsCz44ZJF1DRUxRnZRUO1yOhP6B1zo6bqO2/s7Tpcz8zJzuDkwLTPzNFOcZ1ki1LPFwM7w28L89kQ6nZi/9x2U2V5IOUEulBIJThlpuWqLnXcK3uGUOanaiyjzuBYuX7yk5Ei4e7EyqL0TdTCmIp3g29rUWg1bsXRd/I3N6B1+1Ngp5qRFLgz39x3NbbEWARdgPIAP27Jm6zUVSDPk+Nv8FD2Np/E0nsbT+O0a3xo8qtXEpaUaiGTgEUIVx6r70KpcTshVVFw5V6u2gvedbrRkrV6Wgji/Bbat9b5u7TWtWtQiqEbNT2Wh1sy8CN5lSlbwKOeq7Ril2diqILVb7cpZX4gi2g9+Op1ouhdadfGA2ZqLfs55hySuArpa1e1EGSkaPOWk9vNNW6LkZKLJWr0LIaz2tHvx432wvQpHFrdqR+j7WzUHirR2PjE3ngEXPCk5FamO2qOvbUoW2GGsMCo1qStLSpmu77i7u8f7wNu3D6SYtSrZzn+FIvRaIqpzUFp7hZT1M/vWEUCp4c6Tk2pdYc4gKn4JOS88vn3NOI44EYJ3BKfzbJ4n3EPl5nBg6HuCg77z5NiT80JMmSVm+lwJsiU9l/OZ3Ks2lhSIUQPp3JzVgme4uWEYR4LviDEpxV9aECl4z65FbWPKrfbXFVKKlugqFbyWQhVPTpEcI8U7aqksSyKlRE4KTPrR03VedcRKJuakwJNUUlp07mZlHrWkrV3bLfGrFp/Vtfq6Jaasz2jTNNgSSbs3hqJq0sn2Pfvu9fOvgbdk97UtOU/jd378+f/Cn+H2XjWJ9oDNX/gv/3nGwdpTKsYSfafda739ts7sXJfk+ubvoZx3MKTa4Eau6CNXAMw7v7v69jubNf0VZfLtEAcTctWXQb0+hN0WGvvAGQOhndsVKGY5j+6vrud4Bbo0tk9pJgB19xxcM4P2QIkYIOSMrSdsibCyj8r2c/S+iBhrRDbwVj+vuoAIiK29eg/37liy++92Rz4E0+ixyNWfxTRO1jW9XYOrW2pJ33ublKt/32VmOec20K5dWblqsFtbo27vb/gjf/wXn8Cjrxkqgrys7A+33hC7V6YH5r0jO0cuZWUnD93AEDpCUKewOUZiyVQOGiM4nZntHV2snQzfngbbz/pfe36amCW7MoPYPZWt6FXXOdVa8bXNelkil8tETIlP7j6BftBztQe0tnlewRw3dGPOWUuWtexJUJHwmBCg7ztlMZe8amGKd7jgmJdZVyynQFtbp3SzjuA9KWd9hp3Dez131Xp0zDEaeML60HsThA9BBetLKfZs6SKTUloB7NPphOsHXjx/xvE4cjyM2spnOpU5ZyQEBGGeVdQbpyxuQXXT5vOZH/7jX+Hw6TNubg9QC+fHE+KFSibGSp4nZdTbdvujthGq2GimpkgumeV01tt2F2zd3YAiMH1LlKG/Os+mfKWbhlfHVt/3hL7X900u1o6Ign5izNGU1RzHOQWOEM0ZtFd3A4+ayc4Krgscjvr7ZYI4/04+bk/jaTyNp/E0fovx7TSPdsklljw70yNqjCODFjY2jDgNglvMUWa1Fhe3Bq1IWXVYFJiQ9c81N5ec1iMvG2hFw36yMofiQpa0UuWpyuLQMqpT33JzlnEYgOS24MiJV9tXe3E1Z5hSTdhUrDrn3XVbAVs7XW2/F0/JXnWI+s62o8k3onTpru/WqljbUmlAWTVwTkD1OFQkO4u+md3+Xoi5nOVELyNd3+O8VuhKXazNQCnQQ686BCknRIQu9KjLWlIXsmdHuq5TWnNtFXcxnSQLZgy8cl2vQJhUOrcBDTGmjbFl5+Xa/W5VLKpVAQEppDTz5Y9+yP2zew7j0QAkYRw60hKJy0L0pqnlhGEYCIcDMU3Uksi1knJRPS1LJB/evgWp3NweEempRZlWgG3HcXd3x/HmhlLgqy9fEXxH13V0wSqQDhMGFSQpo2i779h5RFLNlnxpoldKZV4qfnLGViukmFjiYgCa6TIYO6iUQjX2Ua2FkmcN6EtaSX0iBhwZ64/WImK6KJXGwNjaCpwTXFDWmnMKhK5HL9oGoeKoG6NBrOq4d+NZyQQ2P4t7Ao9+p8d3v/85N3c31z+s8Ff++l/mO9//fAX8rlgkUtY1obUvXTGF9uyaWtf2r4YvNZH1K0hA3vl72+iHRluTkPUzmyB73YFKdZ3Ubjef1+SwJSn4DbwR1rS2NsacHbNz9oCU3T4M074G468BmPWYhZVhka040hLgdl1qS6jrFXwG1azs0VbT9rBUuxFiz6g+55VSLOncuc21szXOlB1P0PcW0FxK2152EPAVSL+dnT3/NEBOz8MZ2LZvWavG49pvdbsubb3f2syu5ts70+Dq57Y5J2512xIxYM1aoZ/aX79+pBi5nE4cb470/aBaiKXNGdHW5gqh76BWYsxUc+8cQqduXv2IAMvbV8SYyJ0ySVwwPbHURKw3QXadN267teuC0p6DJgQv69ogXmOyKspI3h4zBQdKKcSKtdkrgOO8X/GY9o65QjCdIFldW6lVW+5Thqxs5WVZiMuMIIxjh3daREpL4vT4SE7RYjh1d83JGL2lGuAlKLyuz0+y31VDcYVK1/dczpNqZtK0HLHiXdOLknVNK6VQY1QHXe/VJGSa4M0b7o4Hbu/veH5/Z+3irSBUVQ+x6zhfzsRpplb9mQue8faOU0z86B/9Ct+//0PcPr/De2E6X7RdrhSW86xtYpW1sHV3f8tXP/ihXdxKnhdVEQ2emjI5LogomFMo1Kzg0dB1lKyt9Hp0dXXhxSmLWkKHD8Ha3LC4ylAj8XYf/TZ/WiHKmGFUp+4vznKHBhSqqJf+ve/h44+0Re7xNTy+sRjegbnoNae5FBfKTtPqaTyNp/E0nsZv//hW4JGTTYuh1ELNUSsmToV5nfFkBRNkDhqE5yqmkVTJMeDIxJw1gDTXsOCdFTtVQ8Fhya6DmpLRl5vaZ6t8tuOqCNna4vyWDHhnL3t14IhLpJaqWkM54wjbi8qqHV3XNI62ZD3nbAn81sYWgqcUrTpp4tJAA21Ja1pNuWR8ff9ytzY23bZbk6cWmACmt+OAYAlTJWcQvwFOwJo4tIqviBBMODmEYAmLtqKluFCMs+1DxzAM3Nweubk5Mo4q2ny5TEwX7cunQtd19ENnmheVFDM5VxWLzOUqGclZLWu984zjQIyRGBNQlWVWqyVp5hhXs9rOp0ycL0xnj9RC8N4qg0Lf6Rx79eqValr1ns4s6L2Dw6iAj1YOPYfDiA8dj49vuFwmBeuCp+80QHuslcPxQK0wz/M6BZZ5YZpmdcArdQXLDLvUJFFa21cThq3qQhSEoRsQgRgjs7nWzXNlOGhrn3dC5z3SgumolHUZWBNMpJKWBdWh0WDOmSCwSeASnGjwb9VPZZFpUN+qmc4ANOfNqU3cCua1YJzKytpoyW8L468ctkTWR69S1/n0NH57RtcFQte99/O//m/+Nf6FP/PPA215amyxD4A5Ntb7VqsJP+8AAbGKMg0w32nSGHSwMtBoedw3S+6rTkQER3W2Dafzpm2hkFckq4HZDaCwjdj/FSxqiZUdTfuwbW8T/P3Awdg3ZMtKTaT7QxpJjYmwAV/twNp1V6Zlzml99zQmYK07poQINAF6oKw4s7mRrsfRdlR2u5IV0NOftXWy6QztdZH259reoWv6rdsSRa+cN+ZHLhs46HbFj2rtbU3KaQXMKg6n59DOD7SQQcU5XdNrVU2Y9ddW4Fk77trm3r1PK0D9/ik9DYuzamU+nRm6DjeouLqVCEyfzq3xgvOOUFAApKp9e0qZyqKmGIcjPke6LqhbbN0YzyXbei5aQBPnIBTEgMvGfmkC3W2W6b8OXEWKAiVVyqrzpd9rwCSkmIkxkzIKWIrj6jUiqH7Wuhy0YmH7e2H/CLSpIw51fKXQdx2ncsaLxo2H8cDn3/8eORYu5wuDxSTOqYTB5TLxcDpxHA9My0LKGR86+qDr8dANSNU4zjl1cwvBU2KiD+pQ24WOcVC203Q6k2sh9B2CcDwcmJbE+fHM69dvePHiBSEE+nGgC4HL6ZESI8ebI4fjwPn0QJ7O5GqsqDHgg2e+PZJK4cuXr3jmlG2c0gK1Erxnvrw1rVFt008pcnd3y1e/9utm0Wvrs3P0N0fmNw+U8wOJI3TqFpuWSC2ZcOvU0W+JK5i4FjkF+n5AQkculbgspCUpu+hwwCxa9e44B6GD4FR3bb7oGhncBiJ5p8tgLjsU0dC7Tz7SG1wKHO+hO8D5Ajc3uLzw6c99n7ubkfnyyKsf/IDHH/zIZsR+kug8XSUlnsbTeBpP42l86/GtwCOxBDQXozmXjJOC99WsxIOxG7Sq5BxUsYpNDfhaqX2gFEdeNBTamBAKFuSioFItmRDAd8GowQJLUuezoi+C1Ro+WGRTEqW233VrciHSqkKZkppgttWcaoXU6NvQ970yP0qlmoCs4UqsDleiSXpvleMQNBgvfUFSa1HTfvQGRu2ZOLlooLEsiyb6PljuYSl8tSCxCq5C5x3iAtkHas3mHGZV7ArUgjgYx5FaMpfLhdaa4L2nC4GYlJE1nzXob05zMeox3N3f4V1gusw8PJxYlqgCzJawqdmOvoibuOL5dCGEQNf1qF5VIS6ZkpXW3ZIu7wo5aRuh844udDhROnlZFHzyriqDKC6ULoBTtpMYHZ+SyCUTglcmEELOC6XCgYFUCukyk7LQ9Ueev7hhPPR89dUXUAvRGGUV8CHQhY7T6cIyP+DDGXDMl1a5U70C7zsVhcfaNTFnppVdpMnfEDQQVcCrqp1wUuvk+XLmcjpT6DU9r6qLEIKzeQOQNI20Z0pEmWKh033lFMlJWy/HvjMcYFfab88nyvDzXp8/bWHocJ2eh1p21y2JtEqwYyeAyrWV8rXQ7abr8E0EkJ/GNxt/+b/1r/GX/+p/9Rt9dk3CZZsDe2YarMSX90dbv0C1ampZWxVWIMCBN3Cnugcot2xsu689qJW1U2uF/PV6R1fMuB3rcz3EwsYcvfpFKy5gAJJfQZsqQqkGh8n2PW2Dk92z0tgvG1hVpSA+Ud24YUziNAkumVoTXmQFnxqwsrI/xFNrWi96qXV9B9VyfW6bm1ylOb85Wu1i0zRbu0UNKFsxNQP73gViatVnvqx6NeauKLIxfnwDAnZJtznc+cZAUrzJ/uzROkhDjfWb7T2lGGBbv/b7UaA6W6GgFjVWEDO7uJq/7Cbt07gaf/xf+BP80i//IqHrVBNxWXBBnzNpbfcV+rEn50otKiofvCOT9ZkVbVXPaNu4WfmRc+GNucAOfU/fD3ROC2E5ZyVn1zYf2cA/4cqxz36F6iMVA7Pc+kw658AKIDkXZbPY+8cHh+tDOySb61a4QFjdPJ21g1ZW2YKtuKYOosV0K5tIdz90jONIXLRt/4vf/CHP7u85DgNSYPS9OpgtC8yJFBOzXwzgShoHDgPjOPB3/+O/x8/+7PcZ+56HhzOXadLPAFNMHG4DAWF+eOD169eQM88+/wyA43Hk9vZIiJnXb8988cWXfOe7n/Py1Wt+6Zd+kcvlzMuvXmmRygxaRESvWYxIcHh/w2HsodxwQnBBePnlSw6HkT/4h3+Rf/R3/qEym0Z1Ojvc3hKGga9+7Td48Sf+KO54pJzPGnd0HX4ctpu3zJQ+UHyv+knLDMvCFJwWKmPU++E9Xd/RjwdyqRojI9pWHyPMC7gB3x/Vlbjoeig+EA4HjfVihG7QKdXmTzAGknUDqLjmjqFUgZLXY2WOcHMDJfGH/+QfJVD44ge/AWnhZ37mMz76E79EoJCWC11QvcrueEfkwP/r//x//dbP4tN4Gk/jaTwNHd+SeeQIzuNKNeYMxpxRGrH3Dh86Y642rQPZ8gARvHi8c/Q+qAuYaRk1rQT0fQVoEl9zNYFtT3aJvGQVQy5FbVZDz9AFai2kqtTamgvOV1ToGAtcsgVP9YrA5BUNWitgyhyyAL4qPbaWahazFvCrErhV6azy59ThwzmtcqRUyKkyzwuhVLoQDCjq8LWuotxV9s4nllrYi7OxnpzU1TK6sVCa/kypxk7BcTyOXKaZ8+mRnKsKQfcD3aCOKyVXDSJXinXlMk189dVLALq+p2Tt1++6HidbAjBPC4gQvKcf1Fr+/PpLxnEgdD0lZ3VciYXQ9YSuI69sHacss1wZx4Hj4aAi4K0iXiJDr1PSG4tMLKzM5m6XU2IcB4ZBq4IiQl0KOUcezxf6FHTO+YA4nZ/KWuoBFRQtpRCtAvXm9RseHk5QVTDbOa/sImN7laTsqtosqo0KjtuSp1qKMg3IpFKoUVvysu1LrC0op0ixSqs4hw+ezgeGrsf5SjZR92rMMb928NS16t+S7JQLXlQEE8n6jFRNLJ1ct5o1EWHnnLareBU9XcVFa8WV1rpp+3w3ZzcASae+Js7adlh4Gv904z//F/40f/N//Dfe+3n/AdbR1ZBNR2djpjQGTPtrA28aE6bdSNOdeIcKIqhuSPVN6N/WvT33pk2M306cUFpbcmO8CdcgZb0+/tVZcH/s2zzftPAamMO6JtvHWU+iKqi6Mi7aM50xJlE7lq19VNu6FMzdjqO1zFlxonoolVwTuWpbTmNrtCNe21Pt+koTkqVV6i0xdnasK1i1uyZoC63+uawi3l2neinKEEir2LWIOj6KqAjtNRB8vQ5skNK7f/7QPWAFmxszwdVt3pRS7TgL2XQBrwojdSvWPI0Pj+N4YOxHzqcT8+WC/+g5N+Gw6R6icVHKChQ575HgcLnicjEUUBTE8wUXHEMY1vfWOAx27wI5F8RVhqHn8eERCULJlVgj2WUr0Klz69dBfW0+VEMgG2hYLd5q8pDK2tYCnfcdqeR1DbMt2Sxz6BcrOLeCmm005q9zjlQSS86MncoDhBAYx0Ht6+tMMat7HwI1W+ucvW8F4eh7Btep7iFRAdVp4vxw4jJNzEvk2X3Hoe+ZQ8csDnzl9nC0OJCV8ZtyZp5mPv78E25ubliqMKWCeKEPPa9fveb+/o6vvvqSL7/4isfHR158/IKPP/6IX//V3+CrX/01bR8rhWr6iNSCD57jzYHaVXLNKxD76eef8oO/8w+g75G7O+YK0+MZqYWvXr1mGAamy0WfN3PnTUOPvz2SH8+QM2mJkBKYPmaaZmUFZd23iBB8MCa5PrspFS0uOgfDCG7EGcgUoxUeReUbNF5OKphtsafi5LZYNx2tto47MUZS1t+JqPi2qbnL2HN7e8vl8Q25FHJMXC4zj90jncWPXfB0tx8h/Q0+Z/7Ff+UvMfQ9w2FcmVQ5Z0pSpt7/89/9W7+9D/DTeBpP42n8PhzfTvNo5bVX9OWu/dY1Z6pkimSkJk6XC7iqEYMrOK/W0GPvWHIhLjMujTgCnQ9K8e064pJwRVvLxDlzEhF85/FSKVVhBapHBDrxdASoUVvSasFRyTQxYw2glJSUjbUUDLCoVGuV284Jck47gWFQvSETAawasOcYjXWrCVwp6sLmDOQqRV22+rEjx6TtXmbn6pzDr7bHntlEo1VoG9u3t4qzXu9cDPyyit3qSkLTjVBQIBZlLBWBXIuKJyJko6YrtUsZPCJCCB3jOLAsC//oH/4KPgQOhyO1qCNZFzoOxyPeBXJSi9tc1Jq+1so4HBnHIyGotlOKmdrBMB7ogtP2QIFGYm9MqOYwpqyljlIyXoqBNZEUG0NHRcfVRU7UQaQqNb8Jn6dYuUwXah053oyMw4B3nlevXvH49gGo3D27pe87Sq2kS+RyvvD69RvmOeoxVAjeGFbJgKJciBRL8nR+BFctGFLgtCWtvjhqLSyxBaoZqgYwTRj9HPUyeCd05vDS90rpLzkrwGT3xTt1I8klGVDTkmEhZy3QrYLnFoQ1B0R9TCutFUdBoWpufA4nhVKNT1Arzuu1lfU50Oe8ubpoy0yxZNPm5G9BRPlpHz/z89/j3/q3/433GCK3d7ccj+MHvtFQhh+fTTfGkP5ZrohnTQtLe2X3jMm6IYPs/mhaJApVNIBy21FL8IOow+MVwHPVO/L1LXTvs0o2EOEDykormKHw0DuARatEA5iDp7hqui97LSWgqIjseryN5eLcFRZ2vf+yXqr9EW335Brk2Z+iQfG0VbmS0CRYAL8Dsz7A4dohtvYRfIXqhMKC1AAEnHRI0/NrJ9WOa4/32Ly4Oo8qu7loyb29z3Znum1KnCWnlYaArXdGGsjlzG20CZ1vYJSjrRtte6h9d9ntxA75eDzw3/mb/zX+d/+rf9ecH58GQB8CY98xT8IyLczTTB8CvlNmtzJ9PCWqAYUE0yhygsNbq3VVDpJgGmHW1jwoezWnRE7VwoJEco5+UCYTVYFKH0yLss0JH5SN1nQLac63BqbWBkiyusvWnM1gwVomvVPHUmR7V4FOFEGLLoiy1aT9WIEp54RSlOnW2NwpZxXPDsoYLi1+dB6pQs6FuETVjTIG1FoMccaarFixTu3uFwqxZG66jrdffcVnn3xMDY4cHAwdEJCHmWmayLUquHN7w/nsmE4n3rzpGYaeimcInhodr1+95nvf/ZxXX73k537+5+j7B/p+IATPMi8sy2L30OGPB7rjEe89MSa6EDinGUnAouz85Tzx+uVbiIXj8xvm12/I86LX3wceHk7cPXvGfDpTo5pxUCukRG4pQFtPOmWeMUdYEnTetJEwNz91me2C5zKrFEGpgvc9/dgxJZ1zvvP4IFQrPOai87QfRm2pTAVa+zJeASXndJ0tDm1JsPbgnHDdiHOe0gVKUmCv73u64Hkw4xEXPIXKPM0sZA5dwPuOmAq1LnjvTMZB41AFMAOtBZ9a+XN/6S8CcL5MnB4fuZwvylzqe/7+f/C3r4H3p/E0nsbT+Ckd385tDVjFEqW1BbDa3edsNp0WORZLflVbV0WrY1lYlhkXtZXNeU8OBV+VqcPq5raBKCF0WwBUK8X0AFSsEBUmdJ5o4o8iCgZoTFC0J9/OOBcNZJz3ZESdzLync47Oe0qWreLcaNJ4BYos4BbZCRJb0i6rI5CKE+MLVcCJ9siLE2MKbcF/u3ZQKCY4HkSMCSPrMaSoibs3ICIEbRF3tagOgdNK7zxPmvCFgFgboIiYPTzaElUSOSVEHMGr4GGOC6fTmVIK02UGhNPjmePxyOFwQ98P1FARWZjnmZQyJc/0dzfawrgkUsza7i6tNa+uVrfqaBIoFqillLWFsBQD6RyhC6RkjICSVXDSVNaHoafr+rUFEFpA6ck1kxetgPnQUYHz6aR6Q9PEze0Nh4NqOS2LusrFJZqGgWpDNXHsaOdA1eq5shia/oq2ZnrvEMnGKtJnwQevwfDKOlDQSdsLdO4rnb/YvJa1bQ20Xa+UTDaKtjdWRrbr1BxhPG4VXK9lczZpSWnFrQGbt4B+a+NR8K5hRK5quttaKbfUvSXg1sayAgztX2sheIqlGA8Df+W/95dXkKSJqT578Yxf+sO/wAcT+f24Ale+2QXdM8t2tKNdAqZ/r63lyX4vu9/v29uo2Drb2mFkZcVc7eLdI90fu8g757L71e7Pbm35ZAfsyNWnRVAHoSIrAFZ3572JOivEhJStbY82L69BiPW8299EbEua0DZQdA8EVQrvTvTW/rwHWVcFJmOJFkNMaruGu3a3dg9WBpn9XaWhmqZRA6yaUHbDr94H4toxVNrcayDRhia18xLbca3X39uzjsS2Y4e2CZ3b5/f7dStdUX9Xdu/LYj9rukq5NqZYoRSxdV1ZKc47vvv9T7/+GfkpHsF7DsOIq5Bj5HI+Mx4PeO/1OfCqh4XdK2c3uq3jtYrGPqurWsEVjau89xbDWGEM1YLsh35tDS9VGbu1VrxTXTat+1QrYFWoympsxZyC4LxQSiZOi8aBxp5pOjreOY53R30H66Fer18Iru6g5O2RX+OunI2l65XJnlJkTgulKBu+mo5lQdnkOefdOtWeSd2vvhebUUkx3SiNZ50TpsvEskR9zry2AyJQBg9Fz7XiqNkhSY+3GZVkDGcTGIaB169fc3t7w+Ew0HeB4DVGyFGLn80JRbynipCyygwMQ8/d3S2nxxPlMjOnxEsX6PueqeuIp8umH1UK0g2Mx1tiqVpQIJkGUcB1Qdepw0H1jsRYPrXq/lOBlKnNFMM7KsKyRMQ5Usx4b0w0ix/GmyOLCXY77wkW5+VUcF7oxxHiQibTSryIB+9xQdnwK6BdijKPUmJ14fQefECoayFwmWclJTUtx6KSFNkrwKpsc4fzg8bkqKlM00KtRQt3IQQOt7fElBhETFRcE4Z+6PnOH/x5EI2d4hKJKTEOPaVWvvqVX30Clp7G03gaPzXjWzKPNrFEJ6IW7a0yaXR0KZh4siX3KBgQYyZnIRV1m2q2oZKcUopLh+AoJvLpfTXr1QIkEIf3EDpHFqXUVgq5JEL1V0fpvVbMqJVs0bdzut1c8wqAparuM945xHdICIxdJqesGkHWRtSC6UbRVwCh0fZNkNjEpKtkC5ozRRLONx2onYaMBfKNel0LGnGLQHV4CWt7QhEF4lr+UEsmRQwg6+28NHE4nR4sAfTgW8uVlX8ppAyd0yyqlKyaS5eJktUhLpfCPC+UXFY9pnleLNDUa6yVQz2Y0HWkXKi5tR5qIOesxWO1sdW/WGtDc0lZLChUYdguBJyzSqVdm8ZA64Ln5nhgHMfNjc6q/NIAoL6jG3pKqZzPJxBRB5NBxbQ357fNyc4HoQudVqEKrNolFrB6pyKgTbw2BNWebAAXKxtD52rnHVI9TbGhMcq0aqf9/LVkC5z2IJCyq5qbTrJWs5T1Zx1iWiLegIA2F9r+NfhtIG4tiRI8tXrdfslU59c5aw0BhjM0oV7WgHsDkljvuTS6W0OOd20qPw3jz/1Lfxon7uq0x+OBv/iv/IUV2PDiVk2SlsApeeNdjo184E/fbGwAiIEf0tq4WBEUWbMwW7h4BzwC6m49UsDIW4eAbls/9A4zZXcUHzrurwfJtm/tVH8MmNwgyw0Q07W6aW/RwAeRK/e0Uq3VTnagWnsmV3EntsT0nWOvdu3eO0MTrqexb3Yg4Prpas9M3X6va3yxUoA9L9KeNNu0yNWtEcRA9z1Yaw94A8x2zNh3L6udnt7fKuu9X0H23T/bFup6N5pMeju2rd3u6iDZwLZtbXC+iW5XA/rKWrCodQOPmjbcVnCx9j0DLb4OePxpHtWAleM44p3jdHnkfErKBBp6xHlL1N2qIbZeR9eeBQWCW/tyToWUM10tON8RalifedUrjKhmUE/nA0tcSDERY8SHSug6LQYK69rRGGqqcSkrkFlqUc2cquBR33UsMaqra98zDAM5JWWEyG52N0S7bnP7vWuz7tveTTbPYrJW91pW1lsDNrHjUlDCpAJWAIlroHcFq7SQd5nU2MIPvQF3tu72ASlF2UDFadtg71Trp3ekEsnFk4u1cnaB8/nM3f0tcVkUpPOOOEdCFxRIs/c06z1ZqD5QDoUXH3/E6eFEiZkyTTx++ZK7Tz/j+OI5l9dvqOIUKCrKrBcfSKUBadY+6jxuGCnm9gbo51PW1rVtccUF3V71noojaVCDuEA3DFqsE0euskoj1Kpxn/cCElnmRCmVrusBIZJIJHJ7LzmPcwEo5NBhWhZI6KhzZF3BvFONpFzoh55ocgYVBVnFKgh6KpWYMtk3mQG3dgRUY/EX+3+MkVIKl8uFJcaV3dZ13VqI/fi738EPA4ioqco803fd2u5XizrpNlFxNToRbu5uePWDH7HM87dZAp7G03gaT+N33fh2zKP2DgKajXx7eQtb64s3AUCX1fkh56S6Lk2IsVjLl6i4aKkVMhaAeLwXfNAdxWUGSXjRRbnUpJRY0X7llBby3JOS6jqE4K2y4DSFrzv8pG7noeLBWgdRqrICF+MxXL28S8kq9GjfdWi7l3O7gFs28Og6ClKgRUT1flqVS8y2PudKFzptsysVsiVI3uOc6qC4Cj5EilOx8Dgr1bzre8bDgaEbtJe/Fi41UnKkltTgCxDTRHIZ8HRdh1BZ5sg0qaNaPwwcDgf6ThlEc1ZQKy6R0+NbcoqEsOmydNZuNgyjCmvXZEUtFefugsMHB6UwzzPLouAKVROWFBem6YIzIK6BMz54RNQdLi4KOLaXvFS4ub1RkCu3FsTE0PXUxvJxqOg0qDsc2k4WY1zviffGDLOEtJZqbWbGpLPKePF103mwdjPvKhW1881WzcwlU3K0KqK2UzoRssvk3PrqleJN1da8nIScPMkJZHVG0XNK1FxJIqtLnul001rTFLjcAz+sSWyuBclRQdscEGdAKYLgCZ2wb5wR0FanXczcwNL1M23Orna6soKDvx/Hd773ic7JXcLvnOO//z/8awSvwbLmvWIOd+yQDxs7AE5XAbn6/XsJ0UoF+q0rmFftR8Iezm/oCwoWNYBAj9Xtv2ejVdqba1Pdvq2OycWtOhSKd4s9N9fHvsJBHwQB5GvPd69707bf5rUYQOl2gEQ7erEvqWvS9b3aAyFbQvih4zDwZN1nXQ9tZfBIE9zetWs1CMWKJZSqBQIPrggkZSF5t21/Be/av06guvXZ03dn2W5fdVdzorWXrVwM2YCX1r74npvZitjpDGwg23YR1yt1DUutCJnty9k8qrC1uRnbydprwRRqxLFvhWvbW7Vw7NirVGtJqqv53PU9fBo5Z2otDEOPC57z5cSyzMSoJhxS/cYydn5tydlc/RQokWpFnaJGJzlncsyUzoSQrZWeqmyyaZoIXWLse3rpLAYqa6Erx0QI9g4qNjfXmEVU5xDV+2vzSwSGvuPxrc5xJ0JJiVwr3dCb3uCmMbYVZew86gZYamuZMqfb31sRr1ZlF5VqWpp2TiEoO1h1NTOq19m00qyQ0nbnHF48gkM8DLXy5u0jl2nmdhhWc5Na1YV2WSKCmFi5p3Y9xWf6fiDliZoHqKqhOE8zh+OBl69eM/SDORIHLueJ8ThujH5jU1EyKRaKTyxzz83Nrca1ISio8/DIQ+j5mZ//OX5UKsvDiWqF1poTDw8n7j9+vgPUC8QF3J2e8DQrYFSytjq/0zYahgPVeY19xeO6npor/TAY6Oeo4nFh0LlomlM+dCvLeTGNpKZ/5D3WNq/rTgg9LnTkHJXFJD0ULQCncrKkw+aBc0gpDMPINC9c5gkH9M6vwv25VuKSOF0mwrGnd251nW3FCAW51LRGi6ML58tllRhYzQaaOHiF4XgkhEC+KczTxOUyMZeJX/yTf4JSKqeHB5YY8SEQ5xlxjp//Az/Hf/L//fd59cVXVGuzdP660P00nsbTeBq/l8a3A49K1X54C7DVXt7jsGqJiQ0HrwKOxTuI2uNcrUfeWaAzOLVDz0YRFpdplPtSC9FeZClP1Kov/qrok6bDrlAkUWrkMqljhnOervN4gKoVj5giNbMyVkou5ibaKseCWItVqYVu0EvjXGspuq4ay9oOZ3WtWlcnGW0ZylYtZxWFbcFQa3PzVilpDlhONlvnVSTbe7wLiIdlUXZK3/cM44E4R5YlcrlM5FwYhmF1fKvFxL9bNdr5Fn8xDAlqMBAPvAscxpGuD8SoANA4BIKr1DStQJ9UqGleW818CPThiPiRu2cDpfQr+EaFFx99zMcfv+CLH3zBMr+kJGUzeXMZy07oJBNToZTWspboexXaLrkJMiaWOWpVJ1c++vgFoe8MgBNSKvQ3PYfjSK2VZVlwwGFQ0cYvfvQl0xdn5nnmxUcv6LqOrusRJyzzTK6wLEkDRfGErqcWoQ8aiFfttDSRcsBBicpKy1EB0ZwTKUVCaOwNFdNsQbI9FgoYZWPhJfARatGqbrSqVZvf1QDY4HWnIlu7mfeeWtL6/IkBoQqSFiNciLUbCNkVA2I1W/TizWkLfR7FGRCStzmzYzdhwIOgwVvTT/kw9+T3zgjBvwcmAPzb/87f4MWLj2gtk3pR1M681Ly2B6qVeSUb62vvWLeygPZMww+MTdR5x8J4b1Su27C2pGorkF/vYN3/1/x+3ZK1QLZWYaruyZs2EAJFzrh6AOnMHnxnGd/O1z77dft579gMoFwF4dsvDCRVYKLsfrU7F9D3TPu5eN6/jRsQtOqqfPA43pnFth9nAHAR1VdZ4af1uTHmo62zbe3XVldlMw59a9lafdms4OJ3x7kdtOBxUuxua/vzxgD60IU0wJDC6oQlsrM630Czbcq49R273kNjerY92VvNkthW9DBNmw0OgN0uGpj2W409iLQ7iW8Emv40DecECUKSpG0/LnD/4hlvHx9snhlrteo6phUqa1PPyrYuWDs9HiGra22tRIuJ3KLixmKOtYgQSiDFxOuXr6nPKrd3t9zf98TxwOl8YVkW8pKQ42BaSBjrGEClBbCYgarwwNZG2Z6TQmvvduKJ08xwOKiANZtofa4F7xpbeANJEXNCDVoEqlGLgMFV+m4gpsR0nrlME6VWhuGAD56bwwGAeZr13djaslEwqnhvTC0tsDRGtwsevnrNZZ65QZlepWhpbjyOLDGqrg8aT9FVSk50rmMcey6XarpSlZQSr1++wfeez7/zGcu84DrPx9/5BPGO06/9GnW6wO2taYRZ2+BSuPQ9b9684ebulmVZuKQCS6J+9QXpZ77Pd773XX70T36dy5LACwRHnia6fkD6EVIEk5FI57MGdecJytdY2HvHkpPGfy4gvid0A+EQ9DxtgajiFTQuGXGO43ikVpjnmcs0QwXfaXz4+Pqtail16gArLnD/7B6A0+OZWKIVjhXES6veWqWZ2DgvHMaOaZq4XC4MwRMt5qli8VzwPJ4uPDvcq9FOzgpGpbSWdNTIRJlH59OZru+4u7ulC4F5Xjhf1DjGe8/d7Q3SdYRO2ePee96+eWRaFtUMjdoSKAZS+a6j63sQ4T/zZ/8MD48PXE4XxsPAs2fPfgdWjKfxNJ7G0/hnM74deCSy6iCUWqxCs73UW/IUQsCZsCOSKUs2On+2ALZQ6mIUUhX+pUZKUTBFWT5Orca7ztw7C0hZmSPeBfrcESOcJhWlztbmE0ow62JlFTX751LUKrYavV+cZkvS3Ixq5eHxwfro/fqdJh7rrEq3Wp6zgUJrZdwSojURrNdVVxWNDmoX32k/PaIaNJsVvA59kQYqiVqEcRzpQs8cEiKXVd+pGk1bC4hqz1t3wIU4oVZ1v5Hs6HxHOHSrG1nJKmSYc6Z6BSrEOQ0Ma7XqnacUIUbVLXhIb3mbIXQdQzdwPN5wcxwBRymReVpwUjmMPV4qOXfUEskxsiwz87IoWNUPjGMg1cgyX5inSSs/KJDVBQU3clp4++o1tcI0aWASY+Lu9p6f+dnvM/QDda68enjLPzn9iFzUijc4IfgjYziSY+TNF6958/IVoVSIiVgmu02ewoD3gdQPlFJJwdHlSp89DA5XKimr298qcE3leOgZrb0gLnHV/xKUUl2doxOAZL+rzAtEogllztau4oz1AuN4YOwGCM1RSguE3ntiulwz/pwG27W0R1HIMZOTtue5bhMPrmEwYe13mRjv6MQ0etMKoJi+l81R+badr79Lxv/kf/7f5A/84neNedKAH6XpxzzhXY93X++C1uCzZO05XlSboWnBXItLr/SK7fvGbNnIIJXVS/vHjRWseR+++1rwpprGxPYDQKn5KQkmSqegzQoCVV2bi+l37Ta9B71WsOwbDmXLqQC7mPD1uvPMum69hyes03EDLkX8Bl79mGuxght1S2L3G14/6qshvUDZ3mcNoNkcw4xtGjyq5RKNZQgiAedlc4BbL5Vbj1cfJ2tzXvevQBhm+lAJO0Bxe3+sovjrmTnWYo53iHTWBlvW8/RO2bS1aDsFtCo8KxAPrMWcD19HWc9lf/3eva5XDKMdrUzEnFPbdRSQd1iOT0PHv/iX/iyffecTUi6Mxsw5TxdS0hjkvCSyeJ6/uGOO2jJzvDkSQkeiKIsEmx1Or7sTdcwqXmOuuERlITc3Kyt2jccDyxyJy8J0mVYH2b7v1FaeSugwHRl9N+SSbW6pYUopdWVAe3OkhUytCSlZtRpLZo6Rh9OJzz//TNuEMHBJ1NW11LqCrluLnNAPg7F+ixUrA4Kj7wa8y5zCmeA7jPOJIEzLwv1gbB9z4U2pMJ0vAAQRYknEmMApAz6mxA9+80fcv/iYz7/3M7x69ZqXr15TKtze3+Okqjh/MW6veBB1Q0tLoru/IXeCd0LwyqR+OL0inxOvvnzF3Yt7jsNxXZ/6fuBi7fDL+YL3nvFwIC4LKUZefvEFPhgzvh/gTuD1V/zmf/h3+fk/8cd5/p3v4Grm9PoV9M/gcmapGfn4BeQZkoPQw/miAtll//AZRb4mCB0cRgWXHMihsYPg9u6Icz25FGLK2hZnute9qAtuqS2mr7AklpjwvttchJXKhKNwuUxcLjPUys2hw+XC2y/f6LHcjNze3HA6PZLmC8fjwM/8/C8wPTzwT/7e3+X27haqmrsstdB1ngCIDzjxLEskPTxCrdze3mjLZghICATnkV7XotR13N3fcXt3S4yJVAp+UVHt4D0+BAiBZGLfKsOhBdGu6zlPE/OiLZ6h7xnGkePxsLK9ai7M88Q0TSZh8TSextN4Gr83x7fK/LwP9P2oTJ6iABLVRHmd1UyLIhYiewBFwZaK6a/UTC7R9F60mi3eW4ubBZRiQsWZtTKqItwqnifiwQsBT1cskY5qsbw2UrTEzRIObS1TOom3gMPUGBRIkso8LyokHfIuWdgF72h7lP5I1oDGO7+2smlbXCaWSHN9W9sg7Pd22kopF2OY0FrgggJk3uGdMA49FdVOymaTPo4DLcsqRVk3eo8czvXaDliS0rdLsiqgQ/UTA9570wIKzNNErhdjBwvOB7quJ9aZlAoxJ2NciSUFmSUV4umk1csj3IVbbm9vcM4xnWdO50diWlbBx77zUIVLmtdrBnUnFG3MrNbzX1uFXJNE7wO5ZMbxoKy2qkFhFwJf/ugrUlFdhdAFbm9vOZ9P3I4jt7cHbm9vyLlwenzk8eEtl8uFw9DbnDK9oApSZoSIuMLN4UBwCdB5Gmeh6xSU7Iun0FGKM0HzQnIdOLU4BkfXO4Lv8F4ZR/n0CnFF70cGKYVUKnGeKblRmh3BDxzGW+5unmGeaOpyl9VFpgIpJq0kO6dal1WQIlfzPJurjIjDFb2vPvQ4l007Sefv148GUigjr7VeudUN8PdG69pf+e/+y/ypP/3H1qq2iBDcxPE4rJ/ZM0v2Y0vqNeFuP5SVzOGBvG73g1dTDHy73ujV39f66gcSaQUMrlsNPwQc1VpNRX871LXXdv3ih4dzfk3mpQFJlqy1f34sPrQhYB/8nd+BZ6XaAba2lneZTLrz966FOFlljBpY0g8jxSrntX0PlCgD9h4SFbcv22fUTKDu9mfghst2GM0UQhNX54O+3kTZgasGWGnvKgUOleVha31ZdpihB6wVRh+iFUxpCe7KwJFgV0r1AvH6XqJ9VvbgTrvwP96lrJo+jjhPzXVlXbQ19wPfuLr+WiC6viHt+41d93UgUAOz25r/LkNJz93xb/5P/9v8b/+X/ydeffXmx57LT8NYpsg8RW2ZHoV+6DjWg+oL1srQD9zc3CLekadI6DzgOF0mNaHwCqRM00RZEv2g70zqhZy1WLJZ3et8VQZt4vb2Fu6Ey/nC+Xxmmi50fU/XDdzc3jC9fUOaJiATzGjCiVBzpFozUo6RHBfICQlWxNKylrI0rai1LAuntw+cjkdu7m7tOMw0ovPkJeK7sALU1QnVo/qQFhOqE69ATixJ39U+BIZxZHl4IKXE2PXK8nmhWphNWNy5TFpUF6iNTFmLV/N00YJQjGbgofFJiiofsCwT0zTrsRTIMbEsi8WDgeli7FWppFKIKapA9Tzzg9/4IePNDb5TI48QAuPhwCU1JzLWlv0QvAFUcHp8BKmMx57pFGE8wHTmV3/tH/MLf/gXqZdbTi+/gnmC5cLb128ZDgeqt9gxBKgXoELwkGAFuZ1A7XQ5uSwmXA1VHKVW5iURY2E8epx4bVtMmZIzPqj5TRNSF6ctWoUEKRKXmdreYxbvVSdc5jN1Trhh1LXIGcCFJhnKoC74vqc/HnHe8Xg54Q8HTg8nnFT6LnDoB3ofeP78lrEfeJwW3rw9UdEYNXSB+7tbRmOg5aRMt8ENaqgy9MQYmS4TJWWGvmc8jFArr1694aPPPuV8uTDPqtvVjwpEhqEnvyproaXkzM3NkWEcNZcIHS4o2/vx4ZG+xZ1P42k8jafxe3B8e/BoOGhbUS7UeQGMjdQqrFRyioCnml7QCuJUTUpyqngLzl1LjnzQwFaqOjB4pcZq1cLjHSoCKJUsghRtJZGKapE0gKq6zamsUbyblbk5Xen/3Q5kamdYtWWjJR2W+KmYaavO1xVEKjt9h5bkrWmdEyRaCxus+289+7XU9e/iBC9N+NJZm5Ssxy/Wtw1sbKqGyzUdg5wQAR90G6VUlqj6BjlHxAnD0JFypTjtqxejH+v+Omtd0n11vfavxxSJMSLSWpxMHFM8xXkNtCqqcSCqDRTjwuV8YbqcuZwvUAtDH+iCB+cY+g4nIzEuquMULfAUwXtt/2qCvtSCOL9q/YSg92ccevqu45NPP2aaJk6PZ8bDwHAYmePMPF+4vb/hxfM7vBMulxMPb99yuUzUnPFmLx1E/99ENbWyrzSIJkpabV6LqChydU5dVmor3um9Smb/2wVtj+vHnuC1glnrQpg8iyzqClhBZWON0SPO2GhaDc4lc7y51bjOJxXdrsosC3JH5zzBB5yYO12OOgfygviImE6UiMeHDh8L1WlwXkOwOeUofbBZbewSE1yvpa7CqxC0LYstGXTyu6uC9p/7s3+SP/cX/hSgIuvejv273/+E2/vjmscreNTgGsvXDWBuzlSwA452wzWmJS0pAKkGGawgUV1BlLW9b93Mxhq6AkoMpPC+o9Z32EcfAIq2VpBtX1fjn4LNofp0bXvXpyzOIa06/TWtX810Sz/SWiDcev3eO/b2h+ZeCdbmUnfXQj9ZLcHd9nfdMunUynF9v1QUKKpNj66BNezFnj90HgYQbr3D9iw4/Kp1BFRjY65FEQGs/VG0ACH2nBQzcdgwl23frgji1QBCbdFlBayqTdRaZRUH32OX63mzbbfpv+QqVCnaRr0K+rdru58Wdk3s2q7teE1cucp6rBv2ac9MWRu2leFaG9C4L7K04ogeuHOq4SPtne+ciooXR3GK6o1j/zVA1k/f6PrOBH4rS2MzDCPHVDhfLixLpFsWhoMmsCllnIu6XFtLZylFdfPQmVdKARcI4y0pRvCeTEfC69oehDHoe/10PhOXRV2zVifSBZcWxr4JX2fCkPQdFzpr11c7+LoykaoKchd7f1orm7qNevq+x3eBeVYtIOccJSt9NmDMo6L6Yc2voa0BTay9looa3QZqzRQrRDozuxBxDIeRVy9fkpMytHJM5sRV6PqAJHMZLPo+9s6bgUhFOk8umWVJVLSwV4rqReqxeCiZkg0TKWIOd2JxclInPOeUnew9pzcP/Nwv/CziHfO0UKm8efWah1/5x3B7R876TLhOj7/kwovPP+HN27cs86TaPH3HzbN70jAw/8ZvUl695Df+gUNCoHvxjPjyNQDlix/y8Z/4Y5zdd3n88kuWN2+BDKktNjpD1gVGFyXIEaQDUYfbXLRl7DwtSNfTBW1jK84TswpCi2wwtoggwUHvIaJFRIunlPKo8XKJE1DMkdhpJ0AXtGAcZ7KJoDuTi0hR5RqKrfPOB4uXCktMLHNiHA6kpICW6mjqujKM6rqbTDNT0DbEihboVEPV8g0rZr99eOSjzz/jdDpzPp9X98FxHKnDYAVYR9cF2grb9/36ZwV7e26PRy6PZ86n82/7evE0nsbTeBr/rMa3BI+82raXis+KsquJgyVDlui0akGtaoWpuZmznvhKkWKJmFV/rWc/UxEpONfhO6PAZmPKBE1kROrKflDWtMdVrQg5V9fkS204684waJdsNYeexjgqshIMVIDSEnq3S/4qK1gkbME16AtCneakZagKwHQdy7IDj7AKFUrrlcbgsIRBWSNbctTYJj4IoXOrho7ERExxBaZaa4wmv960AsoaRKZUlC3VB2XsZMhOAUCP2v6K81ah18qgD4Gw9UGRckGktL8q/dsql43Guywz9D3LMnM6nbk8npinCajEvmPo1d1F9RJ6VLRwZpkXc231a9vWds80QQ1BXflOpxMxZZZpoet6QucYRZ1bnAilJJ0DDg7Hka7ruExnzg8PnM4nai30nR6Hks2kaQJr4FNVuymXjC+NxaY3SNqcsLir6Wj5ldFmwpldx3AYORw0WPTLQi3KDCtArgslqQ6RgngKWnVdx9D3eKdWxDonnbUu6s9y0WeHqjbBVScmSv4zbZJSqNmcU2x+1+Qo3m8aPd4jzquQd5tC6xCb45o5OlGNrtUyXMze9yc8/tV//S/SEK1f/EM/xx/+o79Ac1b0rulEGXhd6uqU1gCj1fmrrQUrtNGYgLrtlrTskZUVWG66ZmiSRrtG6wf3R6z7XCWe98DQCop8iEVSG5q1/n2De94FQ35MAv5eci6rcUGtDVBo2zABevG6ru2ZKLIxdBRUMRBinUSbxhaVK7e57Wmy677iMA3I2B3n/v9fd1oC4GzfG4C0vo9ENgAG0eRW3tuAncf1z9s92rNllP2Jafhts0bcDp2pgvjOGJ9tSjQRbLd9Rra7qOuLAl5tHu2ht/XWGWK3n3PNQbK1YFZaYULXg1J3BRzbD/X6Hbadc/t92912DOvULo1ttNvC1fTcNrC+Z0Wu5qtzzu6/mIDtPwXi+ft8HA4HLd6UogLWIXC8OXK8OTIvC8u8cDk7DoeDmWVUUop0Xa+s05WxEtZ3W6W5bQWQTKlCLhVfZRVwT7VqEch3SCikrE5pXefoQgdp4TxFdZvqA066Kwv0YhqAJac1hvBiiT+6PlQKUgvewTAO3N7cWCu/17jLXME2BnK1Fqg9/Lor7BlTUgyArrAWJJvbawgBnGNZIoeDsmOKxTb92FEumbhEdQlzTg1ecl6/q+5dad1vzpUYZ8ZhgGoudilTsrWJoyYc3egoMeoxOy1Yqm4OHG9uKCKr21fJhXSZkY/vqYuxfupW1Ah9p9sxVW1xDucCWSJ4vTdxSfpOF0HpzZ7+7gaRasYwGbIB/CVbICeY3SN4bc/CexXW9t2KCNXK6q67xIS4Dh86eucVsMae7LqtZ84JtVMX4yw6z2oqtr+iczIpkNT1yrhMpa6mKJh7rPdO41/viVFb/Wsuyob3DkQ7CGJMnC8LXbcoW67vQSBHfV+VUlZ9TZWwMFF1k8KQgBmhFFJOqyYSTlhSZF4W1dvyHt8F7u/vOD0+rsYNh8OB8XAg58y8LIzWJhmXpC10KdGNG+P5aTyNp/E0fq+NbwUeKWMnaNcBiuyvLmLG5kFYbSuVPZJXyrrD0wgLvraaGOocUlrlX1kw3nUqTthpYBE6j3dbs4wgBC8adMyREDwTEzFaiGHJQhMJbS/oWi01dNXieTHZCHvZre0p7WdboK5MWmsNaVklBiSUslaENZkQutAbY2SrDldML8nyIecbm8F+V1teLpsjiNPWIxfCSjOvTWDZ9qVOJ62KtGkFNOHfprVTq1LcS67EmDDDIBC3nkcRBXhCF/BWmamtvaxWA+0qEkzsuySWZWaZ55V5NE1KeU9RK2slL8TF0fdBA09ry5MoxBTpnF9bAdekagXi9LM5Jy6XC/O0kHLmeLzhfHpkGA/0fUdMM5clG/W8Mow9pWYeHx84Pb5lWWarEilg4ypsLZH6d7X5zaSccZLMsa2qk5oBdNXcZ5q+1RU7wqkbX292xCKQc8J3A77LuJgRV0ASIgoMVktyu17Bo3b+OWVC0HvrvTrFpJTxVUHVVDOgAqTKNChrFqygCRrc5qQgQEoqTlCcBaBi5VLZYj4MGaubqDZ+PTkQrzT23wUsgf/iv/znWdkSTh8o1R3SALshx5sWi2zXx7bRgAwd1jraGCsNu1g/ef1pBPzKsmFNXtbvyTUk9e54F0D6ECumPQd7T6wrzOH6kzv3qvf39v4tE217pDZEbbcPBTpcQ3dK3kCipp+0ojCiAPz+SOru4q3bbgCR7IA2/fFmirYH1Ox/7vqU1ntn91R2V2fdXTvZdU3Rv6yXZ6XH7M/ZbfPknXvdoEbntIWjUBVU1cwQKMqatWdOpKP1zxkUR9PW0rspXKNYlgyLs3lkhRL2l0lQ4NZvaJLpi7w7Hbb53YAe069bWXPt/dXS8XYIglRtj6t1/wsMlLOtmsGEtOPe3TBlkW55pLIr1QlpZSfZ3KvVkb+J1tdP0TiMB9W/uUykecaHjsPNkWFUpsM8LczTzHS+cPf8GYSgrl+9ggrNuMO7DvFuLeA1dqms8YC+z3W2CzHrn30/4IHldCElFQPuhh7fe/IpU6WQa1amstP7XUpa23ZqyQTv6bsAWZP/y+UMtdB5rzqAVXWNbu9uVxMRXb+tpbNsbY7NdGCvr9WeF5xoEcjp78XYiq1tSt3mHH0/WHuYv2qVDyEoe6tkOqcM9rgsWrRzHkHjxmWJDMOoYFJKpp/TqSlLzMRFWVfKkleGr+rbtFgtk2IC7yBoC37oB2XBxKS6OsOI73X7DTxqrMhlWfDOk0PQZysVUtH4pLu/J759jdSqcVQ/cHFeY7W+Y4mJ+XQhW6fAujo0ZrE30XVnD63zChx5ixMsHvRBmw9TynhfrKjpqa5T9ntFW9kM0AZtKwxdx7xoe3ch2+/MHQ8FK0MI1BTJKV29e2vV+dP3PX3f6fUqmVYRKKVSjOmVSmFZEtO0cHx2Sz/0CspZPjLPM3fcrbFzy1H2RWNlwiszLSftnDhfVF805axOmvbZu/s7vvzRl8SUcCEwjAPjYeT0eKKUYk5t+r0lRuYYOfrf21qRT+NpPI2f7vHtBLOrvdPQF6Z3ahHfrDCdBb7ZwJpcIvsKJGgvuBOPN5tXtY8t5KJcGR86vOtxop8bRxUvDs4xjL3ZvCrt1AfPzc0NIUw4L7x9+5bTY7FWtWqtOeCdZ1ma/o4YUGLH5TSwd6jrSK479wmxBNCblbUF9c5ezAJXej2blo8mIt53eL8YRXZXeW2VMR/o+t5eZle7NaFLbafK2VhEpndaWpDizRGOumoY1FL1Bd1YSKHDZ3Uui0uGqjT0XKDGahU2TSxytTYKUZZGHzyuD9QKKS6UmChZQ/2cCy5U+y4rTb0Js+acrAUt6L5jZF4SKXUggzqJiVZ9sCLYCqG1gNHaR5o2AziWRRlO4hw5R370ox/xyWef0Xcdj6eJx9MJHNzd3jD0HdPlkcfHB6bLBamFEBzBK7DgdvlbFQ18kMaYSyzZ7qNz2upUCyUVUopmpVw3EKy1RXqvIJ9VO0tWynuqUCSAVXWlmn4QG8igVPBu/VlOcaXQ1yoa65VMqeq4pvOiAYbNibBo+6cli7WoG1tV2zgNFBtTsAjkfQJr82ntn1k5MqwP8RWg8hMejYkna+ptAvEbK2ptqWEPwGwB9PV5VBDTLhNphd91OwXV7ZC2BWG9V/oZ267tZs+i2xLpD48tj3/X6vwafFpbrNBkvu6z9NrAeN3TVRvQ9rXrA5GKxfBW6bfPNkYimBZQQta5srV31XeO75uPjb/5Hph0da5X+MUV4KGfcesvPgS9qQNaOycD3lcs6/qCOAm2/u+Ao6rvhyY4rptS3RTvw46FA+tEW9Nxa10TdkC+/b5WqjTxPF3b2gy9AiDtZ3ldC90H1cZ2KeE6VnZQZW03W9uu7aJuubgBnc4uToGU3xVZZwXMm32727l5bvu1I5JqQJomZyXGdVMNaLtiLz0NANNo6ZB5MYOJhZwyw9AzDgPLvDAvkcfzmbvnzwihI84LtVbV/3F+c7f1QjNV9KhGHsGzxAilKLiCUI3RrfO9miaiASUpcb5cuOkT492AHzxvHx7Il4x0QjcMGpc07T5r/ccKcyB89cMv6ILneHOvjrHJ4VzleDzQDwMxxrVFiYq2hTmxFtSqrzf0fbavc+g0VhZblaJsc1vs2jx3znEYVQOq67oVQNOFspoosjL1lnlimSPOe7rDwNu3j8RUuJwu3N3dM+RibCFUMNqApbTouqEC5AFXjPVetS0+58w0RfpDjxxvuEwLN6Gj1KqakuLg9pa+HygpK6DvHDjwXeByuZBzwnkhz4u644aO55+8gPtbXsVIfP2G+7s7jp9+yg9OZ+KbV0y/+QNu7p9T52QtdQFKZLWPBRXPFoGYIJlgtlPxbxy43tEfPOISfXfDYnFjrUWvkwv6bizV3H6btil0vWo5IVHBF5fW5bVaIdYPPXjI5qxb1xe2GD1c6Ieew2HkPJ1b0E5NhVy1uCWdFmGrCLkKcYmr2LuIGr2czxemy0TKeX3vUCvLEhkPFe+1qBnMeMB7z+l84mStZk0/TxqQKUJ/GHCXC6op6Ykpc7pcuL+/U4Fs+3k/9Gaq8OP16Z7G03gaT+N38/hW4FFOhWVOtDi5WYzjNYAsTn8ROk/JAqmxY1a1Uk1qtbGZIB3BC6VXUEol7Dy+6wiho+sHDsdxFVF0goIQMbJMC1C5TBFPoes7bm5uGIaBx8dH3r59QzQhws6ElPcVabHAwTlvYtdGk07eev21QtYS0SY+LCaSDFuVLJnYpIjq3QQTD1TgoTMRZQtYjKmgTnI9wziQUybFjbrfbGIRr2ynnJnioqKWecG7wHjQ/u1SCvM0s8SJvlOgrRgjyYmjDz1UmGeltkstqgsg2uoh2qhPy5Sd18pciiq8Gcwtbk06mlaJWDBaNFkfhoGb2yPDMLBYC9txGEACy6zgU4yZIBCjpxSvjrIh0BhquRTKnGhtMbW25EOIsWMcgtGXR2X14Hj95g2HceTw2SdmjXvmMk/0L57hvTBdzqR5RkrW6mQpLKXSBXV9qtVo7kB1YipEghfIMSLWhuZsHqi+lF7fEILea6dudE4cLli/fFVm1zIvnE5nZFBAqR9H1WSIkRINqGz33cCGEAzgKZValDXkrKXAUakOqI1voAwFkZbQxfX+A9SSqBhwlBziompIVUctTsHCdVi7EZowv5+OWvK8Jp8/2aE6zztUxICjxtyqLRNvf3B6xTI9rs40E/VqwWCVYm0ThapNtOy5jvpft/tZ26nxLwQ2vZ+vH6t2z2/9wQ3jaZ9127m2OfLuqM4ArvLucW5269u9Lrg66ieqAsfaAmbr9o8b7pol1MDrbzJaoC/2DDagaN3Wet5f3x5ZazENEq0It+naWktFHNUrS6YxGVbmzwqStf1sv/swxOe2gr3rNa8TMdbFri1MZKdJlNbz4Z15tIqGi5q7XYGb0l6XXwNyygegspVJpQxffdXoeTsnFAKUpEkp6pR6DcKxxz0/cLE3MKoYYKZC+t6MKK51j/Qwtwt85dC221Er9Oh1/V2wqPyEh4gWjJQtY9opotbn3nUM/cjNLXBSXaL5MnG4OWoxJUWd9xbL5Fzwrr27tcjRibKJW2tbKZlSHOIdXQiqOVRV3l33r/b2cZ4Y7gPOB0rRuKrkwvl04dZ7huORV69/U13f+l7jw1S1WGhgVsmVXJKxVIR+PFIspmuutiVv7ZCuFceqWqvXUrdWfYxhmgo1KVixzJHL5cJkrfLjMKxakeNh5OHxRKEwdj10wdrTihU+hWmeWKaJlBKuBHIp5BhJBab5zBInsmkLTudZi3A5KYiUkhZ2lMbN0AVrsU9WrMvEZWY4DhyfP+d8mQn9QEyJeVq01f3uTuUChoHkGotdGMae6h2ny6PFA6b1ltUdbhwH3O0teYm8fTjh7u/55/6zf5L/6N/79wD46p/8GvQd3B4hZXj7CqMTGUDlmgMOYD/3Vjiq2p6fqzqWdd7jppnDWDgctKWxVCgxM1fHtEzMcwQRhnHk9u6eXAug7n7KxNH5VjPQdQxHvQ4KkmocrWLdxvruAofjgcONgUeuWp2rWEFbqLWjG0eOxxsOhwPTfMJ5x+F45PbuDhF4bTpQfdcxjAMhhBVMmudZ2W9WrJ2XhZQSw6CfK6Xw4qPnlKLubjEmhqHneFThbkRlF5ZFWYGHzz/j9es3LG/f8uz5Mw63R4bjuM7Hp/E0nsbT+L04vl3bmnPmfqHizqUUeucJvVdNnVJJMatVMMXI/FtAqki/vhRvDrf0nfZUV4QlFi7mKlWLJ2VwpeJ9x9o3IyBZEJfBZaWSFnUGCd3Mze2RrgscDgelCFM3QeZaTXTP4U1M0UmgtXW1hGK1QgVtA7NEvAXrTpSdtApoVxWSlrC9FEop1JiQDP0wMB4OSmUu1azuEymrs8M49EgVq5KollNFqdPtxZkopkWkDl7O6LXzlI13lOlCT3NNURbSdiyahAgpVaNTqzC121XxgzPAKxjrZpmJUYOiUvMq8O07rwxn0zooqPh0P3gOJuD58PCGt29eM3z6MZ0Pqy6Mc+DsnpeiPes+BMauY54vymrKaZfgavCUszqetBfzmumIkOLCqzcvCb1nGHoONz2ZiO+Fx4cHXr98xbLMykipVV1THFrBLFuLoziP+KCeSM7RdcYKqkqpb+DRan/tnYFHnYmTdvjOGwOgqkNLUvBonhcNQoaObhDGUljmhWWe9Xz1YFbmR6vmp5SIUyKbG5YKehZ8Z9byxoRRtpRawi5zpZS0tkNqTlsoKek5FE0i1bYmk0sDJlSAfntYq119fYqVOWHgwg6v+UmOBrZth9I0ErRdoDHWKrICCGpnLkjdNNdalVrXAwN2rmahDu/8FZhRK5ZAt1bXH9Oi9p/meonsxMt3P2sul3og2+/sNmYpBNm5u+zbzOjWz27wxTc5FAPR3jme33ax4ysQprEO6hUIAWwCp4IBSNYqJg5pPdLm/FnLZjQgBr7tQbwGVr83qoNda1UjVVy3nrl1WQKbd7X1e+pOC47qdq9eubazf/f89RZrtbu1felHZb0mGKek7hmz723KwF7XtKG+2b16957qUlJWhq13/moe7F1J22caq6yk8t7v9/967/nr/9Z/g7/1f/x/8B/+//7eNzq+34/jr/4bf5Wu12fzMDi60BNTYpoi1DOH44Hj4YAT4e1j5fWbNxqHDT0pF2KNhKBM5ZwWM3eoCiiLCi0751jiYlo9iUolVC2y4UVjp8oaJ3ivbdK5KFMoLRnnO6aLAgV9zKR8ugLFmx5am0MxO0J/oMpAxpMCnMusotZJ5/caU5RiAsRNm0hwxvyUxkp2ot3XjavXwE17h4bOk1Mm14r3wo9+8wuevbjj2bM7nDjispDSwjJPPDw+cHr7yHKeEPGkmLg8nnHe1sgC59OJOC8GwnnmeQLxlGJMpBShmiahE4a+4+3bBz7++CNijJxOJwXUlkgqhdu7G6pAyoXZWGNd11MBHzqc85SUialyvBs53hw5ny7EVxdc38HQU1Lm4eUryvNnfPd7n/Nl3zF9+SWv/9E/pNbK9//5P8Wv/wf/Pswzz77zGfQ9p1evSW+BMMA46HsjJf2/C3qy46FVh4EW16d2KejHAd8HY1kJgmfoAm/efEmcE95ZBwGJ6fKW8eaW8ebA+TLhux4Xqrb9jR3PPn7Ol7/xm9RpMSJYoeQEoeKPPf1gEgdWlMsprseFCaJ77+n6wOFwZBhGENUfKjkTl4XDOND3HQ9vH1mWSDHtSO+ctpQtEXhczWiaRlwDiqRWjjdHuq4jl0JIgcHEsh/ePvL8xXPmWWUbgvd8/MlH67p2Op24vbvl7v6OZ8/uyembvWefxtN4Gk/jd+P4VuBR1/ccjreAsmH87a1an5po8jLP5JKURZOjCUw30EVznSYX611zH1OHaSoqBBz8SjuupTJPWi1tQtmgOkGh66FqkJGmEykVpstiukbqojHWIzlHqJpk5JJXcUbvWyIoV1VV0Bay1iLmDCjz3uF7ZSKdracZuAqk299zUbE/Fxyd9JbMGgvEkvXgAyCcHi/KfrHjUktdSEkBL5+LBkGthaDF6lUdu/Qllw0wCptmgAUyjYnkJSAslAKhU8YMArUmutADCmhhL87m/DYcAoIKQmp7om77dDoxDj3n84nvfu873N/fE5eFX/mVX2WaJp4/f8bp8ZFqyZzzws2NWQbL1qIh4uj7DsECq9yEKTVJEnF0XUfXBXLeBA/nZaYLgZtbFSg8nR7o++eMh4Fc1Gns7ZvXvHz1mloSQx8sWIvc9COXaaKU1q/jcL7iPBgVSQGkISDVWfIToXikqvh4uxEaPOqx+OCJpVIXDW5EROeC88QEznSklHVhrJ/mtGdga/C6X9r1SAkncWN8lYS4g4JX3kSNa6bkSGxYiEPncQutLaGtpbGVmk6St+pew+OEBrq0Fp/3CA7t97vWsJ/UqObEs7Y9tZ+vlCNLeGlMGmWLuF1y0y7Yxkj0CGEFkqqtWevvWS+wkjs26sr1wa1sqHdAlnd/v/u5Jj6BlbGynRF1Be3WBWD95nv253vwS/bsIffe/fynGR8EjmxfGHvomzQhNUFrQzRora/vjsrGlGrsx/ePCQOJlMXUGD4iGwMNA47LficfYH8pS3bnIrhjM20g0e7Y2/aaWxrb/U0OkGErMlyd2I6d41aa0XZC7Rq1n9p990XWj7TWjq+73o0l2kwcnOkL6Zfef65p+7F/tG2pM7aHGgiUnNfrds0k4r37t2eSOREkhNVwooGA6zaCMnubaPJP82jxRDUGRIoJccKNiWiHENYiSpwXhpsbDuPAsmi8ILAW6LzN/3ZNtR1b3wHOeYo0K/Rq71kx2RuNKVoLmnMqYJyXSh1USzAXNUNJOTNdJtU4GkZt6d+tP+/qATbTif35VldJJa8GJ76Bi+b42Z5jkaIFDITa9Cp3GpXY/qpTwe1YVKy663vEawEql0I/dFADy6KFOm0dywRE2VhxIS+R0lWWVJlj4pd++Zc5TxNffPmSly9fUmphXi4aQ+SduLUTYilcJtVxTCmxxKgMJyfr/irgnWMYekIXePXlVxzv7/mlP/SL/IO/+w9Y5hmolKyCzd3Qc3Nzy8PprMznJepJTzPncOGTjz7m2bPnyPnC5csvefuP/iF/5M/+WV7+7M8z/cavK4t6r7fjPXSDCmOXqq9H30HvYBhhmfXaigM8JVVOjydu7+44Hm/WAk1jWjnfqYC4mWmIGXJQlZk/zwtIoTpt/PbBM4w9c5qsNY3dmmTXsuj8/P7PfIecE//47/9DHl9+hbpgaqvhEHoOw8DQjwTnuFxmPv70lmnSmHiZZ968qbz46AV3d7fc3d1ymSYeHx5JKakDXlAh7seH0zo3nb0/nAjneeb++T2+C+QlUkXF3n3w1o540e94b8WMwO3tLfM8E5eF8+lMCIHvfPdzHt4+ua09jafxNH7vjm+n2mY5Wc66KPd9gKquZjmrIGCM6rbRRAKbIF2rJLfAd55mZiLZdI8Qj+vUfh1zUBBxrE4yRpPX1q1sNOdEiVmtYk1Xp4Eu1ThPDXAiYe1jhSwZUKtkTahkDdKd81eBrVLs6xqsY5TyrVVBRwuWG17W9Ga81wAhLtoe5oy90Crp8zSBOG2Rs6RcYHV6cxaQIK0tSoMyZQOVleINEKNqAWGtZk2XolZl+PTdwHB8BqLOZcuiAcowOMT1KgRbE847q7JkSnXUUrhcFnKOCnx1nlqVUtz3A8EH4hyZp5m3b96COWSAuo7ofdBKvDeWl/5dSKVSl6SaAVUIvqexlNbEVLRnPZoGUN/15KJtfuqoYuBgzhzHI13fE6eZy+VEcE4dxYoyz4a+V/tcY/qsrSpW8aoCrqiYY+hGpDpSMhDHlRV0qGggrsHDTNcN4Dwp59VtUCvzDueEJWV8LoRgrX8GQjinDi/Ba4LnRbQCWRSkKk0QWtoDqIBfNeFqnZLVrJKv9bfavFUHKvuZiUXWkk3LZj+ugaOtjaf9lvX8fzcwj7ZRd6wP1nvLug4057p3Exq5OpEGzlwxLlZEYC94jM3NLdmG/ZXa/vzeZZL3P9t2s/ZSubr99EMglJ1szRghZjvmf6YthQ2AM4Cmggr2lq1oUE3zxpRI2KHfKID8Hjq5bbPamvp1gNQ7l6TpA23zeANftj1iFXN2z/4eaNwf5VVGs+50Yy85iq+GzNin3wWCGsi0//k7p6C41Hb/9p+Udh3Yg3Yb2Fa/ZrvbdZHdHN7PaxXh3+s1tX+uvmsPu4iuUck+rx3qxdYYc/J6f7LbzxrIbdtsHbGlPZNi8cHXnsZPzfjyy6/4+JOPON7c0PU9fp45nS88ns686J+RU1qNMnJKnM9nnqVnDIMKbJeUNbkOwZgZbT7p01FWZnI1vbZqLZj6HklJgWsFbnSOhxDoQmCJM5fzhfE4kovGCT54LpeJ4+HAMPbbI9Pmm1aI2ATjG9P7ffDxCgSvlZoLVGfMXJRluxpctDio+cqKvVK34kax95/znsOgjqzzvGixyqQBWuHPe0/fwTwvOCpBKudpYo6Zy3lhOp8R76k5UZYZKpTGjHTSrFqpJZEyiByRIDw+nok5WUEqUEV4/tEz7p7dE1Pi7RdfMb1+zUff/ZyPXryg73vVubpMGocdDywpEmNanyXMCQ7f6fv81Wt+1HV89r3vkJ495/J4JtbKr/zt/4g/+Ef/CH/vix9yefvIsRu4f/6cly/fsOoZugDOpAtCp+1tXgEjFaNUMe0qwjRHjrdC6HpaK2FJet6lFEI/MkikVG1JbiWbFLM56YV9GUfvT8pU78FHamPRapVMAeXjDeIccYpMl4syqMcDwQdc2cBNdbyFJWkeoAx7xzCOHA8HUkrc3d+SU+ZyvnA+n6mlEroOH5Rtpsz+QE6Z8+XM4+OJcRgoNZtWllvZ5Lc3N+v8igYYIZBMzLtKWcXV53mmlMLxeKRetZI/jafxNJ7G763xrcCjlAvTHI0OGrcgxJguTZy0aRqolo0lsaKJMGiQsJRZdY6Kit45H+ic4IJXk2xRDZJUNBFXd5fWM59UkK9kcgaXy8o4Usppc3LLK/jTwJ5aijlFJcCbc5i1sog6cdX95y2ozjmv9swKMn0YQFJdZ0cxe+sWNKmzhAZjznRSU24VKawiYy9OcWvlQ5zg8XhUjNkH7blKqZJKuQrgl7jgnIJMLZJ3zluLlb78xtt7Ysqcz2eIygALfY+IOo1Jdmsb/HI5U2JCqCRzFbGNmrBjYRxVe+hyVq2B+TKx5RxblbqYZ7BINUHC1oqlYrDUrdKzF3RVG3GdJ7Vg9qyiWlC1WAufJjK1Fq1ohcB8vrDEqNXsmtdE33uvVrNsTibQ5qqyddTVTEgsytgSZQRVtF0wN1qaJZ+1oiCZS9ucqWo760WrvApKautiBaqoyLwmcZrIKXhkCXhtmlN+dRCruVIkKzvLgWBOSzmT4mLAqT6TDVi0nWkwV6sxjkyLrKmP2nm0BLxd/3fBo/XP7wIsP6mxA05lTVLqCsQ04Ki1rzV4IJes/JL9KdR2rrLffINAkFKoppnUEl4ljQjKPNklPl93bd69bnsc5frEtu1IBRyu7Fp3sS41w2jWj62A1o/b9jcdbUt13Wl1Fanu6hPvfkfELmW7eHYwq8Pk1bVpycK3P0J2a8UqwM2G2by3C9lYc1sKa3+qQHMCapCg/UpMzy/v9JNUm+ydq7Hud79lu0H1nc/Sjvudc3pnezrsRlcF5Pbb+62u4BVY2vbprtfnlSS8y+u3NjNlD5W2NlhhQ7VG9sf29WvCBobp92upFCk70NN++7thXfkJjmmaePP6LcsS6YcB7/xq+V2K6kkOPlBK5XK+EFNkvlz0nYq+Z3POqvHYnoi6B2r1efFOqN4WE6zt2dxUoTnR6q+9F9VOKhUXvLbzG3iQczbBaW8FIa7m7Mp6ZXvWVli3WhuafXoty1SMnYaCI7vnaXN8bLFkAak4v67UOB8Q31Fx1JpWG/W3D2/MOGXE25xueoU+eHqEZZ60Db8LPFxOpJjJMXI+PXK8u1OzjbQoqJIihF1raovF7D6o/EAkU00fTtu5hnFUXUQRaozE04kw9MrKRgt9YrqJtSgI8fD2gel8MYyqqnZRe3dnbel3JitB8NRSefPlV7x4PPHZH/gFvvrBD3E5cXzxglfPnlOnSRlTXW/nYi7CodNrLH6niaRsopxRYAhroc0Yo1PbvcSppEG7d01TspaKD52tn6YqKaodmkpRHa3gje7fhLwLGEtummemaSblggs93jmNqp3gg9M4qsUuzpFTYlki3jsO40g/9Fwuk0pOkFd2fq6ZZDFiLkVjbedI6PenacJ1HR99/ALvPefzmWVZOBwOHI4H3rx+Y7dAQfhW1A7e8/DwqOy0GG3uV4ZhIMUnweyn8bt5XAP7T+NpvDu+nWC2OUfpC144X1SYMFjyK6iIcM5pZ1us3y1VaccYoJSsKlWK9rLXIkiKSjkuJlTtHNUCErWANUComi2y5THLZd7Nd7MQFlbXh1I2YAtQAAkDdnw1DQt9GTmrYAjNNaKs1P1kCXnX9+qABVt7Qa26PSe42qpieuxNW6AdgxO3sqi2KjbrdlaLcepa0VLQSSyI19MtBpaVmilom1qtBrCIBlHeBbz3hNBbJWaAmOhyotRCFzqGw6CVLectoFIh2GmOUDPjYSB0nbXJFVzo6MeR9DDTB7VDPT2eOZ9PFrhq4NOcykrRJqo1GTdXMmnXTaDrwpqsrMnMO4vY1p5iFSdxxizThE+caRH5YLGcssTE+12w2dyytv+uyaX9pZRKjokpTXS+U8H1EMilsizGLMK0iazVUIE3rbCJMRE0eBfEebquX6neYG2OXUe19oDmDLhP6sQAJtV0cRSX8dWxlKzOVxUaYyqboLpQ1yryyipYHw1zKcxZA0NY51Vr82ksgAYiNWDp+j7sJuxPcGwMQT1OraRvAu9t/uhzLSvQWoo67QkYwMt679s2W3uEtOSqbN9vwFpLqPdrz8bGeWfsgZ32o/at/ftaQPatUzbfpYFHTcTaNI6k9QMbILBtYz2i/RXj+jfvggp2DQTV2pGtFUs7nYotuZV350TDR947AFgTCBqmLdvPf6tR1/+8M2wOytedabX5sT/bNq93x6eGYHVLSmu2NUrWe1YtmS65ru8EEV3nv8kQu4B6Xet7k+BDW1nfBw0Uq8rcrU3ovL5zxu9do2ugp12Ltt6+/1k2DM0ejGJi24Js73Npf2/rg51E/XDLYq3QtNT27LhqQs7tdFZm5E953DqMI/O8cD5fCF3Hzc2R+/s7s/1u7p6ePveajGZlZPTWDi2CaeNpvNZaP5XxpcxvZ05bFU20c644iVRvTpPWLgZ6e51UvCtUAn3fE5MKImdL/o+HA33fXRXS9D2rIOF5OhtIo/qHVdpcWCf5Nuw5aQBtrbuW1roBmtuPCjj7rOjZutDhugFx3q6BYxgP5NevlSUfExJ0MXIGGGihpkLJOKDvO5zUVfNyuly4eXZH10AOESgzSG/OZa0Yo0cWl4XGnpeqMSgiDIMyq6dp5vbZHcM4UErh/PCIc47x5sDh9oZYMsvpQp4Xxn7gRz/8gnS5tBuizmg5K3jlA05gWWbVXPKBUhOEwA9+8EN++Y/9Ec4PDwr49D1yPFLnWR1hD0cVSY8RE0BUB1ZxEIIFJAYg1aruckmFwVW3WkipsOSMdwpsb2uv6Q1WdVmuJa0sMe88hUpJGec91YfNWc/eucwzcYlcLhPLslARwjCgUVRVAXgztnHGuHdOSKUQk8o6aFeDXDHVh3FQRtA0GRttXoEjRNb2Zu89sRQ++vhjSlX9Iucczz+553hz5Nd/7TdQoNWtOUKtIM5xOp3X+LMfB7q+J5eiRdun8TR+J0ernLX4vf3d1iAQXUPyrmLUPrfXzly/j7Edn8bT+LaC2WJCy94jnefy+mIvTEEwhsSaTO3D9m0eupZQUzRh7rz2mlfIOZLmtIoXrwCSmPCzJcZaCfPqSAa8fcxIdWtSF3zQlp8qpIgFXdAS92thRzsucw5almU9X41lN3Tn3SqpWrRzlUu1gL2KULO+WEuOBrqhzCEDtlJKdH0DeNTxoxoTa9W0sGTDicNlTwhCKerulvJigFEFtOKx3ifnVdC56wmuW0GCJUVyUSHu4G/oh55uCEzzTEpRAylxpFi5XCakFg7HI8PYEToVtA5BXeT8CN4H4hKZl5l5WhSoct7a1VBACtPbsd56rSSq44Ym8ULngp57aTavjfm1JYeNsVUrBogpK2hZZHXV6/tOAxWr2nmzzqVkBVpqAwX8Ptu1+61BqEMDgJIL0cTRG0W51qz3g23utJtfStHE3+aANwF07x3Vq95R3/V471QjrEKKGzOmVXvV/SXQGHDeOS0Eek/PwJyNcWTtZyU3h7VsR7IT965b0pxzAZcIJSNSCS4g5gzYqnGAOdvYfN63aq2PUGvu+QkPafOjXiWm1KqW4yhrT4Wxt5ekSltV1lYqS6yLJQ8i2pa5Akhszz62xrTEuSXm6773h7d+p0Ec2zHKuh7tEmZRbTBX1P1snewfOvX9+e7Wpm186Ht13aX+R9eLjUWp91v7iX6LLP4Kd9qDOJtrVsPBr1tE7Zp90xn0dedv29l/bGUasQMV2x7fcW1rR1KlXpGCvGiRQPtXNwB3dcx01n79zY5+BTPbPmsL5PSXu+00oPL61IVqrnS6b4qsALh9yv67nvwKRmsxI20OeLnpS2kQ+XW3WA9R2XR7AHrdb7vn64IM7x78NZCwHeeeVapKb20+6HrWD7qGL6Yb99M2PvnkM+Zl4vR4Zp4mXr98xZvXb+j7np/7+Z/h/HgCWK3SqYVlmsiHA2Ho8OLXgkqKqpUn3uPaOmjrlRNHFzriEg1sEnyXCE7beCTlVbPSiTAOB5ZlYZkXQt9TSib4QN8PVkhxxJgIxgoBVKg7ZX71H/8qH714wbO7O2pwZJpWnRVTSkbsPd/YKgXwwUPWeb2PA/bzEbZ1wDmH84VSGyA0UGJlXoS+vyUlR+d68pI0XsT0uIS1nTvHpGCH7wjerWvZNE0ap/S96gUt83o89J1Nb2v/Es80XRiHA6ELlKSGFd55hmEAgbcPDxzub5CxJzvH2x/8iG488Ph44nB3wzTPa1G0VhOszupApkygrELXtYJzxFevedV1dMcjxxfPeXz9BoLn/tm9SkmEnuw8c6qUt4+QK/3HHyPes5wn1dRcQ/a6ubA1FpLTmDqmzHma8eIt3hRiVqOc6oRMptRW4LR7bIWI1kHuvCN0gZgKuSx0zlNDsApFUT0rIM8zeVlIMan5mvd03lFzsTwgWFyr7ZNpWVjSQsgjvh+VudcPpJTxPjCMI7UWLtO0OjO/efOG6XxhGFWfLsaoz40It7e3PKZITFHjS9Mc6/oBROj7To1c5mXVEVXR7cwwDHzxoy/59LNP+PTTTxmHkZdfvuLv/Cc/vWYAT+O3eayxHNv7Vxx0XjXRuh7pOl2vcqZeLhA6za37nno+6ZriPHQBCR3l9KAb9k7bnk1Poz68sR21CmA1puDT+Gkb3wo8clIJvqiTpyglNMWFWjLzslBr1iqGVCjpKshtWj/tZbxcLogTet/juo5cIc2RkvU7+uJ22gcNNKenRlVVpytNbJ/d31OrCgznom4PLljrj3O4pEDAamFvYtCbuHQ1+/W6gkctYWyAVHOYExqoa0wlryyTZiG7Bsfe4bw6HaWS7XlUwKOJdfd94vbudgV9SinEpILjuWh7URO8TjUjKZnRhAkeo/RzTUIc1Kgsn1JAMpIdIio4XgqM48jlfCGtopkOXwLJhAnnJeKcELKz1ixnFTpPLUJO+hIneEQ6vvP5x8zzzOs3rzlfzpSS6YfebGmjClNSSEWTm1K0cuVSQVCBSm+WsE46u9cFJ3ltP9xAJF2ocqrgha7zVnlNhNAzDiPDMKr2kIFVOVWGUZPGYpTpWvZVcFmTTajKtmgAqCV5JWeSofbiPd7665v4J87hfaAa8iOmn+B9wHVhdeLKInSho+97QvCUlCgxkXNUYNCqaF1QcfYcE93Qk6NbwUiqnkff63WlFBXdrm1B15ZGYGPlrImbvWVKNeF6nbviw6oZsL2NatNc5dqWXtGAWtVx8Cc91mdNWuKhbUXvJuztP+9agUstK3NQTDthA9EaPKEBsLYebr9XVs7XQwhX4M76w+3vzvRIWtLcdGO+ZmO77ewSJmnfeB8IbZ8V2Sdev30jmB04DQsxsKbUaowsA28cSOGDQsj72OfHjSa6f/0zaC6AuWSceLvve+Cirs/xOh/acdR0BWEp/lHXtb3u14YGrBmw/B7K808x5IPf34CjVaOmmtCxgaOqsZbwoTMWr9NWoipmhR2oNW0g6Yf2vZvXbQ1sTKSreg/rZVuvznv6frSaiTRUDBFZ37H2Lbv219+TirXNVv2eIrc4cfxX/rV/ic+/8zH/t7/1//7G1/T30+iHjvtnt3z6KaSYOJ1OfPHDH/HFl1/x7PkzXrx4xvGo7q3zeeTLWnnz6jW5FL73/e9xPKrL1DJHZUg7Z23Qek+V3bqBuKHzZHOmtWlk75nNVc85j+s6Us48Ppx4/nHHMi9m5qBxQegGbV1qQvUVm4v16vlrc7MW2dYskRW8KTYRvVcxayTYc2plvB0bCNIK8JZaEXNALSWtpihtvQ5d4Pao5hpCwFNxLuO7gu8SX7z9IQ/1huo7UsxcTmczstRjnC4Xck74vqO7OSizCHRxK2k9T319FoiJ2pvxCNWMNkx8PBUe3j4w3hxIS1SQ5nLBB894ODAMPefTmWlWgKpWBdIygz6zDbTNdh18AFc5v37Dnfcc7u9IKTL96j/my8OB733/u/jjDbjA4faW7tNPiX//P2Z6eMAfDnbN/QYCe/t3UWaTG3q6cSTnREY9Xr0E8lKY4kSMCxXI5ma8AkfmxqgF1ErOul558Vrgc4nG+AzOa6xr70Hvhew9UNR5uDSXYE/Kum54r2COeNMQRWN7jW21rThXeHtWEO5xitzd3THewDTN1DIxHkbezm+1qyIqG2maJgBu7++4LKqj5LqObujp+g4/BPDCOI68ffvA4+MDwzCujsldCByOB4Zh4ObmCLVwenzEibagPo2n8Z9qCNAHGHt4e4Z+gK7H9wHvhOXhBM/uOYwD4zDSd4FUKqdJQdAxdHR9r4ZGWfW8ur6j9z0/eP2l5ZXetO60C+iVgcnOmyP4MpMfH411afnSPK35x9P4/Tu+HXjkVDsndIHDoefly9ekNGvSllSH6OZ4SymJmO0Fiukd5VbZVrop1pMes9J6qUIwHRzEIaUi0V4udXPdyUAiQ1VRvJwViBAqw9Az9IOCWLWQciKnbPvewJ0WUDXWQNmJe/f9YKBNc5gpVwExoDadK2NDkxa1hS3vIMFuZQEGHyygsfazXl9Ew9jhTaQ7xqj6T+acVlxBXEQTA1GNp5KptbnGbcLSVIhWMSml2nlXZTxVDzhSKtQQKIJZ1UZyjtzIjWpNBa809pQptTIejgzjiIgoOIgwHm/56KOPePHiGS/6jt/8jR+wTJH5vCi4hxCNCdMPvR2nMqe0iNUh3lPwxFRVTBLoGHAiFvCZTe96HxKlalWvlmwC0x0hdCsVue8HFU0sKrJZzeKaYmy3IuZIXrfEzJJLh7VGYv34zqlTihQKqqcVS8WXgu86ZbztwIFhHNV9BhPfDEE/Z9oeKWeC71UHuRRq1sTKe0ffqXhn5z3j2DMeBmrJTPWiFQFSg7ZwXvDSEcEAnGzgoolXxgI1I81WvLLSyIW8zhPMxlzd8/x63cGA0ZVl1VgBbU5/m1Xjd3as7IztJ1Rr7WoMB81j6u6e2VpQmxi5VleaNlXTG2ugjTLIAiLBQAq3Ih9rm9vXHaC01ic92EI1cc+6Hq2+fBX4qxmKZN1f26ps658u3c0lcMf4kWv9tbY/++W3ubT6Tdf2ocfpijIk12PfAQ6NnbcHRwR2jklocskGHBVxxkzaAIxN0qe8xxj6urG2SeyBIhGkJgStVOPbfNl9b/0P23eQ9Wd1f4+NhbQy9PI3C5T2AOL1ffnx32nP4KZbAyn+eEbOnin4oTay3Q52ANIeZOV6Hu1w5/f3JdvFFNm1Gmkq52wtbUUQqcpKKztQIgTaaqUume3YfkrHMse1xWs8HLh7ds9nn33G69ev+JV/+CucT4+Mh5Gh7xm7QOc9Q9cRnGO+nJWY4hw5RcLQ04oBvoG9sBltlELnPZI11lmWC6AaO+0+qY6kySenjPeex4eTxgi0QgVq1mBFNicN8GSNgxoA3/RyhA/hnALWip9SNoDUVguxdb4CovGS0ckpuZJSgapuV8/unvHq5WtKKdzd3TD2HQ+vXhLniRf3z0jxwvkyUUukpIWKAagNz7Rjz1XfCZCYzzPLeeFwe8uzu+d8eb5o65jzWtmvRVs7rIaD6ygF0pIpsSBVtSWXOTHlmTLN1BaXOqH2HW9ev+Hnfv7nuJxPDIcDh5hYLhdySvRDD70dVw5k71WwO2f993AAKudpRoaRz7/3Pf7Jkik//IIf/voP+PSzT5lS4TIt/PIf+2X+9g+/UFmhtxeYF21/Ox51W7FAFyAIpEyZF2a1oiXFxM2NkIsa58SUSeaUSHWkgq73pvG4XBJLiizmlNv0nmLMxlR3uJrshVAoSbVMqw8QOoLXxalYoSyhgtjFeUZDQ2u1eLdCFzp8p7GkCx3OWvpUdiJzmSbePjzivWcYD1Tn+Gi84eHhkaUIrx7OXKaJLnTQRYbjsFv/3eYyWyvD7RF56VlKIc0TsWb6rufu9ojvVduq5MSrV2/IufDZp5/x+Xc//51ZOJ7G798RAtyMyjR0DsYBdzhwOI6chlfcjjcMfa9dF97zePvAYRwZj0eGXmU3Ss5cLpPm7kPH0Pe8fnOglErX9foO6QIyBEKwrhUjOgD0Xa85otOcYZ5m3rx5gxNl/TkRTi9fkVt80lwYHt7+BC/c0/idGN9a8ygaO8U7z7Nn98yTChPPzOQEofOkVJDiqc76wC363KzCreIoO3ZEbfR8WQN4Z/R7DTwt8BGsDqXtQc4pZbaUyjTNXExc2wfHOI6EcaSUzLzM5JRWkARQdy0qOG0n04QtEktSIEE0LnBOK6ot1iklE5NWSbyv1j7lVj0L5/RFOs1RP+NU6FrZNybS2OsDfH48qX5SZXVyyDlb8qqWuX0/EkJQcGkxOnmp9oJe02OaTa5zUHNVB9lSEQo+dNrqZomz8w4pjiVFwhItkNmKZwqKDPSDgml9LxyPR1589IJPP/uEw2Hk9MMfMk0XUsrKdBZtjcqmlVGKVtuC10BEqgZaGpC5VQRdqmgi5rbfaRtXRUpGilPLWqkUW6y87xA8ORsQJDAvkTAtdGFAWnVrDQarWVebOGJVdL21hGiwCIiCV8pEKdpmZ0FrqeBKUe0IZNWHDcEbo8fAGFtkAWJVu+Vh1DaokiIUq44JVq1S8CZ0Hd4HVXAyZkqW1kank9GHAHOkaUFsToRN06S50rTfbT8T1541NjYdslWL3x21PYtaMRRaXqcaUz/pcd1GY0kMCdY5IThzFWrtQrLPWGyd8d6qKi4YcGTgsqg2SKPHy8o6ej+fdqYncgWcXNM37CDVeMBVrkBIarkq2iipZwNtvtX1saP8Jt92fm+BZQ1FjZ7cNmCnUtp263aEtX2uqvB+c9ZUZtLG+lJOkvtaQOLrz4UPf0e2soIYG+6a7FXf/fgHt1nfvU+7c15/J/bcWELrrWiwAoTrfJQVJFKg2q3P0IdOwrnGZGv7rO8fz48Zrf2rJdnXp9Fa8zaItQFGXzc2RtJOP8wwwdYS1daV/YZCF6yYA642Ie66Fmjg/cehHfZ+3z+Notmh6/jX/9p/nePNDd7rtZvnmTgv+CA8u7/DB8cXP/gRXRcYR02Qu9CR0kxfeu7v75QZGzwlB1JMK0PW++ZAyarpQq0qzizK1C25kEQIBhiL3T/A4go1pyjZnD3tvdV1gWVaEG9W97WJUdv6ZnHcnkHbRmPBavmvWMu0KXuJxi57Np4WQxR0cQ2El/36ZW3f3iFGCHLe0Y8dl/OJWu/VAj5GcpqpNfHVj75kOjuW+ZGYCpd5YZpVA+o8RfrDgV/4534JcZ6vvnzJq69eQsz6GlyStohgYJYPULV41Jy4Ss6mXehUz+r0SBXPMIxGvtKi6fz6LW8fHpiniWHs8eE5j2895bLQHhJvjHwnjuwc6TLB+Qwx0X/6MTUllpcvKc/v+EO//If4O+czP/rhF3z0ycf4knn84ktefPScw/e/w+XLl/ibOwp6/xHB9QOFuLa62F1CRMzltvD4eOJmOK4SFbVAEf23ru3PAI6cMyVFQt8Tgrb3xZjIVQHNWoSao7KackRQSQVK5fZ2YOx7Hh/esswztRbmVOmc5/72hsNw1CjE5kupELpegTZQ4Fr0NkVjvadcSbXShUA/KgtoiZG7+ztly/fD/5+9P/mVZMvWO7Hf7qxx99NExO0y87UsoUSoSoJYAgRI0EgaCBwI0EATARrpD9JUf4FGGqoAAVWQAAE11oAlgWSRxSL13su8eZuI03hjZrvTYK1t5icibr68yeTLLiwzbsTx425uzba91/rWt75PnxdH6IIIdU8Lz/OCMZbOe2oqxFgZ9j0hBMZxWB3ealfZ7XbkUnh4eGSaLhyfTxgsN/sLr17d/ZZnjk/bH83mDQyD6pkV2I/Q9+wOe3aHvThBWkvf9xhr2e8HHvuOve/pvOjRBecYd6OAR+PA0HWi15oSx9MZ7xxDL+/t+n4tvgfn1aFT9Gi993jnKLXw/HTkiy8+X7VDvQ/MyyIMWHUJp8I770lZXAuNdWQMjx9jvZcC5+d/+Ov7afutbP8egtlSqRmHgd1+xDmDuVxEEDpnEQJ2jTFS1oC5lGs2hAYGLbYAdaNAAgFjVtFnrqpfdQWdWtuZ7MARBNhKOoFXcLQk0KgImFmTazTRbm5pZk2S6pogG9Oq7hvlu2rSLVpHW/vKqnMEG4vDGIotLHMi1ywaNkZotDkn8pyoZJaU8Ho7igJoVY+7BX6VQkozRbVqgg96IeU5bCBbrYbSKnbe441VFlKi1IngdzxfzlhFlfu+I+XMPM9iD7ss4u7hHF3Xa8In59UPI/evXvH5559zd3vLskTevn3geDyTS1ndVkRLx2GsCIXjEEAFFa62zU1DjtlVoFpKNlph0mtt0CqmkDIsUGoW4Va1+81ZxKudcxgscYlMbsaasLLkjCmyT4QuXS3ihCfw5AvgpInSNvaJ9YZqpWouQ68xo5StYixGnVoolVwNTidhoU8b6QLwZRU0lZsmFXZrLMY18W+p3C+LuBkWKq4LdAiI2IQ9wWB9hoy0+enzhtrg1mKh5BdgoD52UEW8cgWQrqqs9SNV4K0tzGqQewV2/Njs/z/EdsVyqe2/DR8rApZVzKYZY16KBVtzJbre2tKUWbSJAbeEVoCV3NDVtcSswN7LSYJ2VCuIsB7klri1IHtld7RL+gKXMx8p0Tcg5vpb1ivAOsm2ufZ9nO8Kw3jB0tl2vb6xvofaFFPUcU0OvradtfcZbalol+9qjlz3KtP4rz2EXhyCMWCaZCpaSABbM7aWXxtma/ts9+d6/24tUBg1aZBzaQBRA1K2q/ThqXz4mmkP3NVLV9fGmM184dc8hxdfxjYeXhyDEZBP5k0Fkxrzo40jc3U/roaaaOMYtd5mBaDWY65XbLOrIlAD3JrZxMcYUC+YaEaBfdWh+VMEj4wx3H3+GZ26bq6xCaLxWFLhL//qL3h890CKwuydzhceHx+I88xf/fVfMfTiRGWMwQSPM2Zt47kufrVCT3P1bPNHKYWSDKkBPe3YhEMmrVO5sMQobBMcNlicF1Zz8IFKc2KTL6pZ2pBC59UttK2l+vT6FyMR0HW4HevV0yf273V95oWUru9QFkqhrrFb1djRW2H4FmW2NHBWwE1DjIl5ikxTJNfCtGQuSwYr4zdrLNsFARZyTDLWfRDHtQYcqag0OVE6aZVyXUcYPNZ5sIXp7TeY/YEvf/oV435PVNOZtkas8avz9P2At56Hy7fkVCg50/XCVLbKCEjzAjVDVvamtSzzzLtffsfw5wP3X33BZZp5eHgkV0Oxll/+/GvefP45f/e3XzO86Unes0wCzhgbsF3AOEtO2nOMFnOdW+Pm3JxpkbgoZdGRwlhdzzKlqjNsRlmGXq6lFhudlf3lazkJpPBba6XvevohcHyUc5e5oXU/iDZXzcL2txjRT+1Ei8kHTy2VGEUXarffs9vviUvkcNiLyUkzznGOcRg4X77HdQEXhMExjDtMMhyPJ+ZlYRwH+l4MYnIqxCgst2WKjJ0Ae857rPE8Pjzw8O6BaZ7Egc16Hh8e2f/sJ/+hppBP2x/y5g3sd4TDQeaoUhjvbgl9z83hQCqFfhjptHAQusAw9Oz7gc4H+hDoO3kmpvNEN/SMvXRjtDypH3qct/QhEFQjtpQiTCPnsc4oO1jlVby0klotnFrNc53zxBQZBnEDlbxN3ApzzmtHTq7IXLkWSGVFKTlzzjqHZtVtK8qm/7T93m+/EXgki1uBJTLPC8Mo6GXKGT/P5KSUZa2MVAU0RHtIHIugLUUvdR6qJhtNTLa5vORSNtezFrRbceqyyjjpO0H+S9VFxrBVvjWAaN+zBqYVZRZsYq7r0VmjbkMKLrTzr20f7ee6gmTS6iBBRAtkrIcalYqLXbO4ou1wNhlibnRvpYmjjJYrgCzlCDWtuVlrq2mgV2OgOOd0Ya44wTbUSjVRcpHWLm0XTLEqKOIkwPEdJTtiXTThdDhnmOdJK9Ai6j0MA7v9noeHr3l+eiLFtIIfkjcWXEPfKoBUl1ItYCIuhFXjqSXgxlhqNlLBshWzOkmxsjmsc6RFHOts04FKYhUcvLSIpZSJS6J0IjLtvRdqugKETqv7ObUqpdnAAwOUBgRK6OoU7CqaHBU2XRwBHDzWu3VMtCSwHby1lqAOft45TdzKur/13hUJqnPJ1KWoQ0whdL1U6zRkrhVlc3lqzRgj9rimFqzTJEDZfOkKUjBr6rsBR2sArcy0lYFVNZOsfOScrl77vdi29Gbd1qz9RZa+AcIvjr09Q1dXSCvmhaaIY8iUVXB2c/C6Ao7NFQjU/tHG/wocfSSFvkIwVnKLjvcPjvPFaZqX+3gBOmyglLF20+h578tX0KT9XRvI1lI289HrWFFx27ZPbamret7NDfL6MN8Hjz6+7w+Pr9Yi8wpGnHgqOoe21NKswxnKD+5rPZzrY7imwNTr97Tj1uegaTZd34666fh89HtgfZ62n1klXlqT4wug5DeMm4zufAXqPtiVnoCOzTZ213e1cdcS9+aMhjKV2niksQ+vkDMDpmzA6MaCLKtBwscYVOvQ0WfIWmGhbvqGvy/zyz/sVjAUDdCNtdo+LO02pRSGccQ7aS2PcWEeeh6fDGcqyzxzPomYtu8C0QjTRWIZyArq1HbNnbpKFY2P2rxXCjFGLQZpK3Nr6LZiaz8vwo7GGALKeK4aA62TIdrJldfnJaaEkR52GVb6nsZkM0hsg626Jq8TyDq2m4yBPICZtb1aQUgpwOn1LJlajFTQQ6ALgRgXTCnrOijtUAIELGqrLuAISkWGnBJPj098/qXo2MhFqSIqm/T4/CZMK3qfiw5yhwkSJxQK6XLE3hy4uT2wzAvn01lYTNbhQo/3whjzLuCtY0pnpstMmhdc8IDZig3X67rzEs85B95zenri++++Z397i+9njs9Hwrjj7vVrHh8f+fKrr0AFnk3wuJxJ2vLmbBAgzkZhitGeVYs1lWqkTSwjEgmrq6yuIbVWkXtA1oNs1TFWjVRKLljrCD5Iu5lKEWCdxu4yWQr7QZhxzQHQOy9aXsbpemuFoY5RJm/FapyaUiZfLsQkui7DMJBTJnTSxrPEpM+buKOlJJqdIXT0fcd4GDh9feT5eKTvO0InjPbLNJNixhpD3/d4GwjBE0LXHmSmy8J8icRFWj2tscR5Jk5NaP3T9ie/WQPq+mj2A+FwYLy9kZi8wuHmwNAPHA57LpcLwQeGvqMfeukKCR370OO9U/BIXMCnYaLrOoYuYKxViZKsJkmirSoMVdECFjdnIWyEqs+qF824WlmlLYxpDpWWmDJ9J+Y/tUJS0LuUIuzIJk0S05pbVyClzOl0It2/kpwqRmrOlHmizpff9R35tP0a22/stoYRbYJpnuh6v9KWQ/CrHsN1KiMfBBH11cD0CoBpifH2xjVWaOEsTRy4VaGM7sNqe9Nu1zPNKPtJkExrhS3RAlpJoqw8JKgzm90yNquaJ+XadWIFuLbkp2kK1ZqUqdKsmxVw0PcYzKq3RG3L6xa8b/oDWVk3m17HdSILlpKlD9wrxbyUos5iomkQo9iNOusxRrSnUoqQzSrCTa2kdGHcvWaJlfmysCwZZz373S1D1xH8hfP5iZguGsB4punEMPTEZJimiZgSIfScTzPTdBFHV+eUbn7VzlTRgE8qQEtcKKXQG7Oi3BIIKuumvrQ9rxWsXosWDGYFXrJSkE1R5pVVpKy1/hiL6zqMVtMwZU16rKkYkzG2vBBB3gbcld6N3CkJmGq9suY2Wv0TRD6nJCh7NZQ1yTUrgBW0Ciz30+k5ZAmkUlmfh1ILMUd1Fym8en2H7zqMVoVjEvDMSGn6CgtaM941rt6Ao/WIr66t6iRlid5LBVvd1bs3oKWBaRtD5cXbfqfbFfFoBeMwbC1S1+dgjAalL/kZxageVzUbqFebb44kVLUWcQPUMbSOjBWQomXxG5uIq8v0Aqj4GIqz/dCC9JfHuc4a+rO5evUqwdfksP1GQEtLLnW9PA00EsBH3AG3Q5DnEQUhP5zDr35c8YMNPGuS3/Z61LVxv4IkH9vn1fmtbxOx+mZuUJtl9Prxq7XgxdX7OAqzahldHX+lfhRzMtdvYpVW2Y6/sq5ZL77NaGKLEY0ls90nU+tVIvYxkOQH0KMP0aD3zkHO2bY3ryBVAwAtK2p1tdNa69rOdv1dbZ6obeKtG9RVN/TrI4d4pdFUWhtt3Z4NXcbXdVR3Y5tujS1YZJ7ZH0Y+++I1333z9uMn/ke6Vapowxip7mIgZzHzsNYQp4khdHTaKlNvDty9vuXp3SNf//xr5vnCze0Nw24HXUfX9VId9naNY0ALc9ZQloX2VFhrwDpKyuLsZUWnsSjzBmWCG2fXYp5rawJXZiLoPa5SYY5LUrdCqX57LSyuMdIqnN7WWgNWWpqKkblIinE6ZirS6mQE9GprXSs6sjLdhO0uMgGyVu/3O+ZpxrGBm2mJLEsk5iQsFWXOqOekbDnz+PDImy++IPSdiEmvtrEIazV4jBM9ybpEAZH0GtjmiKugVcmJHIW5/fz2QTSGhh5nO6nkF7n25Mr54cTx6Qgl0w0jxtgV8Ko5C6jieug7Uq5473DDQDydeXr3yM3tDWG/59vzhcF7Pv/iDTknrIH+9Sumy4VuGHDGSEyF7AMgGauzrLTYWxXqLlXAtpctjY1VvmlVYiD0A7goxTNj1LBE2EUheC4XOQ/jNla3NRDnWTUtt8tsEBFsYd7L2HHGqe4RpFLJU1TR8R7vJQ6OKgjf5AFqqRJ7FWmvjjnyy19+wzD09F3P/nBgtx/pD57/9t+cmePCl199wd39KwyWaZrJuTD0HRcFgyoSv1ENF3Wvs3g6L4XDPjj6YDk/f2rX+ZPeLEKu8A7bB8zYkXKhv79nf9hxc7ihERF2u5FxGDnc7BkvorPbad7XdHeX4FfwqPPScdEF0TnqggK2uSfnLAyj5v5c6/p3I2pYa1mMaPk61eitVIIX8PM6t5tzxndB9Dup5CSs7yZV4ryjWiGWtLZ8EKH6lBL9F1/Q2npzzsyPj8xvxRF7S2I+iW//Pm4/Gjy6FocuuTBdZvrOa3uT6IJY67R9LEuimxoV7WUiIiybgmmMIMngAIdzlVVuw1kRCcaIi1JLFo1ol1inbGHVoHFOq0xFMoqilGwBEFpSeRUsV1YxV/XYkmAtVaUOt4VrY/eAWYW65WeLy1YFKUXI0RiDrRZU2wQj9rVGg53G+iip0PmgbVfSAuBMBbw6esliXbMX9oPdtJF8kGoHRpLecinr71JqD6ymFFqFjDFxWZ453Nxzd3tLKYbTacaqNXcIjsNhx+WSOR4f8b4ndJ79bpQks1Zxo7hMInq4ZGWENTaNJlWmrrT7VqHMVNWaasmDMLO8MzjvOS1iTW+NTGqNfk+tlBzJKeJ8j1FBzcsirIQ+7ABPjAZnOny/w+0OjDZwOkesDdiQyUmo/t5ZfGfwztK0omgJmAVVDAKUQl6UDl6rtG9UcFXtgFWUOy5RqsYVsKJd1JVAZwzWhtXC1Rsn2ge1Qs3MJZEWdSVUmn3MkekyMc+RYRwYxwHvHcYJi8RVGSelVA2uzRVaVKnKxrp2t7ENEGsAQhGR0VKE5aUOucr02pDba40frpPMl9DI73SToFx/0Me7JaQt6b8GwdrP8lnAeJIZ1n2ZbDClzS0vGWVbHm/A2Bf7lh1cHccLZOvl9pLpuH3k+tl4CXVc7/e9zxgBCKTyWslVkqZaBeROZLyzpI+4qrbb2tgfIIn/CiI0MKfhjldtV6sjIW18yBR+zV1676S3b60NQFHYwUSorJoYa8J8dQntFci0bWW99drgAx/TPTIfXs2mEyTW4B8Bc9q5Xe2jsc5eOBlegWHr/Xh/+3Xe8wNbe/8K+pk2tK5aCtexKe5E132Bm5aSuTqObR0stX5wrUQkbPvsCgpUZRhcAXwfBbdWAOuKWVTr1d1qbogvY4K2/Q//yX+fV6/v+D//n/4vv/Z1+sPfKjmJ4YWp0ubtgyO4QNEK8W4ciPNMylnBHccw7ME63r194Hw6cz6fcaHDjSO73cjhcGAYeobdiPde7qv+affYWAFt8pVJiPVAkOJUEwv23nI6njhfJrrQ0Y8D/dCr25qnJGFjWBXBT0vkdDpzf3/P0PXrqHNtljACe65AbG3Azza/ylhB2rRpz7m+Tpv6JX6seXsuK4WUI5ayroeHmz3f/uIXeCtxVskiIB3nhZwylwjOlA+GM8A8TcKQ8R7fBdIFxPq2gFG9wq4jLYZ4OQEiGCsaUAWLOvoq4JNyJl1myrzIRekCy2UiHSPplMghM4wDt3ev+Ppvf4nbDcwxs/MSh6UlUuZZjmHoIQQwVtv+DX635/7VPQZHjBF8T0Fa7j7/7DXT5cKf/eWf8Tf//F9hUxZRXmXkmKATrzXCrmpjBCnwOWOZ46zOygIodq4HZfsbbWExRuzsTbZrm12bVUXHsWIslCVSrFF2UI81ladffsPwZ1/x7vvvSanN6SoL4DypFmySGAUjzIccE6ku3Nze4hR4arFvA4yWJa6tPDKuK0+PTwLUpiyMjWEQ3SUMoQv4LnB7+4q+61W7rcc5y/k8kZJofz08PpJixoeO0/GMd5a+6wh9x34I7HrRU/zu7bvf4pzxafuD2Iw+RynDzmNu9ox3N9zc3NJ1Pd9++y2vX7/i9vaW27sbEbLPhWEYOOx3vLq95fHxiebkF7y4owXvGfsO79vrotUagsd5ozm5xWVPLdKNEZwwi6ZJnAYb094aizOWyXqctzi/GTl1XvRl2zw9TzMYGEKQz69SHrCkvIJHzo8SK1x1pszTrOL6W+twSpnvx5FvrKWmBKlAjNTLs7azfdp+n7YfDR794//5/5rXP/trSpaA43g8sd8PlDLx/PTErLaix7gQl5mSkiSjaypR1n7KmCJNOwFYE1PrCkYd10TcWOxqY1xW942mn1OJlJTx/cjbt2+Z51kZQEZaiSzkKuBV0wjg6jslYa/YKuylbCopbjbn29aClW2wt6C4rmusVeGwzRq2fbap1YOCPCpMWQrUUtjf7DFqk9pak6gVY/0apO/DnlJ6UkxcLhep/Gn1zyjIJOJ+E7lkXRjNCqw1BoyxhtMx4gyMY49zHm89qGB1NdCNA84WpvMTFkNQdyFTKyUl4hwpKXHYj5Kdt2TStiRNcpRokmgtpSwU5a4j9NJba6xZdYXatdkddrKflupocCtItsQxJSVp7SpKhQeSCWofacTFrWiQhtLprTitmSxJlZEbjLeB1s8vwW4lZQltrQItqWSh6ncB48XBZlkmlpopy0ydL1RE4PGw3+OMJeVILQJsDb3BecM8naEa9rsdLlhyyizLGVLkdif2u/M0UynsQmBwhsU7Ht49knNmHEeCtvuJTo/H2AkQADarhHGpotNQikFFwq6GcXNTqxv4VCquWmEncAWErGDL9Ti/2pkG578PWwN1jam0FqqVabQSyiQZKbVf55qqlRRZNNvOroAdbTt8v+WKale2B+ZKWLjUl/ja1bZew5bor4jI9r3tXrXzyaZsSZZm49ISVsWpum7n+8H36fsb8LcC3xX9/tb2BVbHRaMfyyzZ0jJFAV6AHebFNbrK5eR7my7OC0ZL+3enRQKEvVnkvnmX5dluybO1WAc5ZspSCV0HRgBbNPEAyDjBOahKlNrG6AfY3QqItUv+3vPxwT1jvUaN7fnyGq/4zI/eGhD1q34P769Df+9OlXn2A1vuRXNmFdqXl505f2Rf7ZmSHz52rTYGUWuz1tYRa6n6jLT3GWVjtuu4nVf9YJ+NtVD+BKuOpig4SCYjV9520g4T60KMi7YJoQwbKApyfvbTr8AU+hBEc+U5cz4d+dvvvyGlhb/8R3/Gm89fCdPWiTkAiN38KvZfBRgoNUOWoptRXbhaCtaLYYPXinS7l061bJrTojGsGlvDIK08/dDLimFa6WHTiyu5KIgLIK1xGyi8Xp0PrlfRtsjQBfq+49tvvyfmRUAJI1o6S6kSj5bMuBu4TBe8gc5byIl0WcTsAvEoTUWbYt9/tnNmnmbCaOj7gcQj1E1QuhQBhmSeNZIohrACdBhIaYYSIS6cTyfS5QxpAWOxwVMeT0xncfo6HU8Y4NXr13z2ky/59l/+S8af/pRuGNQ92DFnC34QZD0l6ryQ5xk/DNy+eY21jtP5xM/+7Ke48MSSC8fjkVrhJz/9Cf/Nv/iXDJ+9lnjkMmGiiIMbDNPlQlkSzge6QVq5kjrj6tWHNkqr3Iu23jpvV7KjodB7cQZuBV+na2HWToHQdxLX6OvWGvzNnqxuzcwL5IQJUoizzrJMkUShqkGz6FZNYAUsLKVincf5jmoWYi7Mc2Keo+gh6RyYloXz8cQ4DHgfGMaevg8YZ4hR9F07P0rLj2ohOS2kO/vM09OR5/Mz796Ko9r+sGdeZoa7G7CW59OZzh9we2mjG1Sk+9P2J7I5B7sBbm/h8YnwZuD+9T3393ccDge6buDN61fcv7rn5uaGoe+0tbMyDD2H3UjXj9zs9xsxwTmsc5yPJ25u96vgtXfyMDQRa8V9qUWyKmctwQqwZFZ2vurKGuiVuWScxZmNSWhaDtvMnkJHbu1obouTf6JtqbUKqGt3B8317HpMcZ/oum5lKWPg22++5S7dsh9HYoqkKNrK7/7mb8iXadUsVun738FN/LRdbz8aPMoquOh8a8GZOJ0mdruBtrBXdTpriamlUd21naMKuNMs0VulaQ0miziEYQwmA9Voe0+Uahtgc0vsJIFJqVyBQ7Lel6wtZU5oelJV33Qq1ofQNFvZLVLIWQMmfSikfaKS8zaAc5LjFiQ4iEo9mqgamBcBsqw+MMZaCoWa2jEYvJcgJEel6pktKbs+xr63zHNhmWeWGOn6jtvxdj3ia/Q2pyxOcw1tMZVSMyVrT6q/4eYwUFLm+d0T43jg9mbP47snTs+P7G564jKT0sTd7Y7j6VGcqFLhy5/8hHHcsdsNdMHTBY/13Vo9ahaO0icrlbGYIzHOWGvZ7XYM4yDAQ0Utr4EqYE/vjAqzbdwFU6UuaRDwYrpM5LxIm1jKUPN6vUpFrdctXddTnWN32FNzouRIsgaywxphMqUiQpciDCoBsjhtmBVoQSteYjHcxqlcX+eU3eIM+ybAmDMVYem1Vq/mCjMOO/quwxhx+2j316tmUukCcVmIMa39+eXhGZKOGyePbS0Z5w02WyhG3ENiq2hacjakjICiBh3nTjQuSoEaSfnEtCxUFwldR296iuugSIuQs17EzRX0sMZSmz18/Qir5He0CTNiS2wNDfyR+2RV1BytcrfPKHd4PYvrltQmUr8BR1YSHU3MZZ4x6/dYa5XpqNCEeblP/QHJn80LgEN+Z1fgq2VMbR4QKrBZ2Zd/31a2HazXol2c9Xgkj1mB28ZObEmfZRO8FklUu7Ur6Q5WVqAmRS/Pp4Gw8l5TLTVXwOJsVkFyxZ2NdHLIvWqFhE0TDprmkcy9rrXSVahYnMKmptpVu2VVpLJ///W63lb2UUuGkjAqX4B91+/X/7z/O3n9Q1DkGjyEjR33owCiv28zaxMSTfS9AmRppzGGDdT72Dh973hW0LG9T/e/zgsqcm1NoRptf8UAnmLLmjjLM6LOlVXuU0v8289NP7Dt/09xKzkqO8ioQHIkJ0fXd1gMSyob3lylTcclMNYLq7paSjX0w8Bff/G5uM8en5nniXfvvuf7775nHHt2w0DXeW7vb6g5UgnggxT7VCwb5DmUedAp+8PifUffjVqusNQC1suckK+eFdER2gJ9a5zaqVdY28YtjYcE7mWBYt0a2M974HwlJRh2e3LOfPvtd5xOJz5/8xnn04llmrg77PDGcDo9AdA5S0mZKUZqsMgSXoVF1YM55x9+HkvmcjpRjCWEgNLzhLFjrQhXz4vEcup6y9jjuo6u6zDeM51130vk+fGZaIAuQCyUaYGaeD4defPmDc9Pz1hv+fwnn/Pmizd8+88LS4owCfomLWtZPk+hv7khvn0rz2DoCOOIMZXz8cTf/fxr7j97Tb3MPL594KuvvuT53Tv++i//gr/7u5/z8HxiWSKmCyxxZnBOY4aCcW0sqGZWLcRUMd4LU7TFGFYLSg2UVsem0AkjyzWH4+I1uiss84U4X9iNg8hFACWLIcPN7oZ5icKC2424lGhuwsY4fGeZLxfRafEB5zqstez3HaELJBXYLjmTorRMNlHf5giVUuZ4PJGLjKNX96/ohh3iBmowBByBGCPzNNOFjqBsi/NZQPd5lha23X5H1/Xs93u+/sXXzFPEect0ufBswZSiHQO/kWLIp+0PaeuCOKb1HWa/J9zdcHd/z/mw5/Wd5/7ujtu7W0LoWHLmzet7Xr2+Y7/f45xbDX26rmMMPT44Zp1XnXMENTw67HuclS6KVX4DmX5gq/uV0jppNjIAdFexoFkZo7v97kXRtGhraqs9eivatzlL6yjodyyJYRjlvdZSvDyPn4c3ko9qnr0sC86+LI45Y7m7vSXlJG1sKZMWaTW9nC8ssRJjFaD94ef/4e/fp+1Xbj96BnPWEZwIbdUiC64kyla1dyCXRF2WFb0ERT51H5ICOV203wvY1yRHB7QilthCdqpnU5vPRlmjiZQWZX+oOHcb7Fl73kMDmrZkviV/0qdt1u9PNW5xv+6rMVmaW1zJrAyn1vIm51IUYGL9jmqqxhhKrlYmlog0exXb3pwnXOsbNw1ltaSYRAOnFoL3HPY7QteJaGXKOCvVwrZfYzYgRQ5GWhOkR9sS4yRif9ZTcsZ7AyWS88LlOVKJlLJQ8sIyT3QhcPP5yGevX3F7d0fJ8Df/9t/xr/6bf600Xb9SKJ0CITllwJKnxH5/oy4VPVCJqknVrmvFiGbAvNBp1dQ5ncwseNtoxxlnK2kxpOjIPmMoajEpAOHtq9ccbm+xwOkySR9/rdSU8EaYSSlO1JwaCQOKEQcYq1IGFowpLLGs7IKYFmJayCXhvQjN2asJ2zlHGHqoiAVmN0jQ5JwE+M5RSmFeFmrJpLioW03TzxIAdFnELdAYab+8vbvBWIdVOmobsxgVudP2vqLsqqqrgYA9K6Ffpvja1HDqVQJX1sSNZtGuLIJWH26FVFHzulZ6+d0zA4KRarGRkqXOHfVF8rmxJ9xaTZakegNYtiqMgkUKKq/AEZByYyXKFTW64IoZgCZd20Fcfzmt/VLGk1nBGSo6X7V5kI2NtG4KWjds5QPwiY1Ro7ttOxLASjTC2j5eAFwtUb8GmZq+lUHcy0zj9ig7ACesqGoxeL0e23EJyLgdXANZZM5u+jvXWWCVCr4mIWgrpcz3+pkigrLreZq6AjRiJ970R359IEbOXcBjjPngsKwVgehSX/7iemytwOV2+bZ7LBflB778JbD4g+/7lSeggvlcsZhqW0fb/uvLS2JQDS+u1sIf3uo1S8ioxltp37Gt17LWtdlFv2d9FtoauR1TA46ugc0N/KiY8tGmzT/a7XBz4J/8z/4zas44TU5bO25NhVgWcb/R9mPRBmyJulFr+rDaraecRYi5FvpuZBh7csmcTs+ktPD27VtSWnC/cITgePPZZ9zd3mGMoXMGXwM5JebHI37Y47pe12phBoYQyOoYWkrBFIOzfuNLFQG/cip4Z5jmhThEVqF8HX9ZW8JB5lXTJihdnNdQ7IXUmVlfW1tJi4DJ4kwr+l/CPilgpeHCmsq/+Zf/mrws9N5SU+b5fOLp6ZE5Go6nRHAVvBRfUv7w2ZhjxKQoMZoT5tIKFGVxSMJZAZSAfhgwLuBDp2tMRfoBYTk+Ew57itmTno5iXd2NnM8nXr9+JWz4nDmfL1J8+tlPmZ6eSXpdcimYXpzB0rxQqNTdDmIkp8T5dGJQce95mTk+n1hiIuXMUqQAun9zYHEd2XmGfcduHHj73ffUrojjpOoP6RWn6ZF459dnu20SH2/gkehgGWnhD8rkWRJUiaXjIvHlbugwBrrOSwydEq4LhN4xnU44LMEFLE3KQGMvY7hUw+ky42xcNUuT6uRRCtM8S7LqLMuykFJiWRak6JyYLhOXy4R1jhAC96/uVE8qi8xEZ3DBU6K48OUqToMxJR7ePjCdRYw7xghGkv1h7PHBM00Tt90t969eQUo8Px0pVToNPm1/hJsxoAApr+4hJcI4Mt4cONzecHNzw7gb+dnnO3b7kd1uJ9IfKbPb73h1f8+wE00zEZFHdW17XPBrMchpe1pwnpydaJGZLS6ptdL3YS3UQNPRNTi7MdF90GPVmFG6S4TUcC3TYAz0fZBOmSq5jMuWkhvxQ2KpZFTvV/O5quCRmQ1cFaIbA6lo3NLMCbxz2jVTlAiRmOaveDotLElz2GXm7XSRVt2cEBbSp7a2f+jtR4NHXddJ+0CpLMvMPC90vVqiB0HnU0wySL3XQOEK8LFtADe79LIOagzKnkmUWvHqHBWCCIRB5ZI2ymyrXApqaldXLIsBJ/tOMW+B6JZbrXQ5q1WnZvPWqLd5DRrKirzmJCAPsCaTsCWezjZR2qwW4Vb1lVr7RguS7brINTRWKuxbJ7+e4OpUMy1xrfpJ37jdXMVKEYcaYwihoxQRIKs1N0xYgzF1vilRgYRMXDJPUfrEd8NAHzyXy4llOZPzBEgwNAw9r1/fcXuzxxnD09MTX//d13z/3XcE32Gcw1ejyFjrjwfnhTYcgrhU+BBkskADuyotaFqQXq+nTFoS9LEmb4UQPKYGbFUHj+ywSB+vMLzk+pZiqCUTFYgRanQheLFhr1nE6ihXWh+aZKfS7GaRVjedaTdHPfDe0w1iiSmTe5DgYxhUFNJRcmGellXgujaHGCTZNUhw5qxlnmeWeVl1tKhyD60PDLs91vv1uuacmeYzOUeWaSIuCzmKOKfgPQJkFEW92jVBJ+4CK9jlwogbbkRDQJ112ti0RhL11qlTtA2vUlewozkY/i43AXC4xlYUAGqllyby1wRaLRgnz6EKRUvLmcHYrQVBd/TimWwVnBfv2X6roMzVZ8z22vrzGm9bbcvkJXBgWe81bG1DgOIAV2DAChq9dyz6uoAjDVPZwKONTZLBWAwZe41YGYNZS1fqMFcMa6VdgUdsgAYoXp2CgEXr7KPPVjuQsu0HlClUFDxyek1EzLbkTEkRtXDE8N61r8oAq1wBpfX9mXStoL24Tu36rhDFBuZt15Dr/7z43AugSL9jZePV7RMrUPjedj0umpD2Vkj52JvlmStG1kVbKmIC0LCrdj3bh+Ra17oJ3QtwhM5FepwFoEOCsCsm0PW/V+ZRm0vY1u31kqk9etV1/eocG8BQrwwv2oF/nNnE5oD5J7KFLvDVV18yTxd6H/BdB5a1sCARuoBEIt9ot/nEWko20uZuxYnT0JGiuM46a3BeChHDEFiWmeVyZp4vMkpK5nI+44xh6Ee6sScEiymWqGLPvkpbaEmZYhDdDG+2FtRcca49Y9u4kHvrWBYRRXV+A8akfTpjE9rzvuGw6w7efxjee23dFyKw3RjCoq1YJam3BhecMlASeVkoBGoRpnZJhTkirC6PXterZ9Y7aUHreqz35GXm/O6tOnW4tjDIOThxncMYusNegSKzzSulgPMQHHVZ8P6O6j3pcoHzCXYHlmlmniaNrQ0P7x4wxvDln/+M/99//c9pZhcGkRioFQheGOxWgKuKtHHJM2TW4pUPgZ3zTPPCbrdnSZmbuzuWy8QyL8xY/OGWxVRc18lza2R+sTovU8E4szLU1pa8+F6joSa0zgszYpt2KpVMqeIoKy1gklQuy0xOiRA8u3FYmd85C7u/Cx1D10O1nM4XLqeLPj+dCsPD7f09XT8gbeqbePfKoCiFmLKAQNp6sz/subm5oVQBjprbYQOFnJc2oQbMXi4Tl2ni+7dv8a6Tse0cuRQV4q6qRyZFxHi5MMVFlQT+dOa1P5nNeeh73GHkcNixf3NHzoZ+HNnt9+z3O4ZhwJYzN7tOxdyluLzbOcbdyDgOdF0Q/XudV7wPdKGXojxSkBFGn0hYuNaNA7T1W9pHrcbndY1PGhAEYFSug7q9Rm39QM3NcdOPs2Zjn9cqbobOmW0N16BnlTNwHuO7rSgr+imA5DCyHwkTsxoy+NCRs+TZqWRO7x54dX9Pv4clG0pOLPPM09t3pHmCZYK4QJqhfHIw/IfcfjR41BgxuYrTgyCEibikFcwRVxBlQzi0JVwWU+mkkqAwlvwiaLTOYXQxb/TSWqsEPl2HV6prC5hqEeetVruUBLBcsTPsGjDkFHWBEqe1giHntD5kRoNhahXB77QQQtDzyWtEXquARFXf57z05tur7/TOk03eEhZzlcDp0bY0zBiktz9lcRxBY+qqgsd6fIsyq5ooeLPJTTHJ/VCBtP1+Lw4luaxtc/KtdWVQ1RJpQh05Ji7zmWWa2P30Zxz2I8t8ZJknlvmMs4Vu6Lg57Lk57DGm8vz8zHfffsfDuwdSrto7K6rlFRWMriuHDOsDWKuLpgS/Hs37SOtkV6skizknZQuZ1Yw7WTCm4sy4npMxRuwg1W3PagAjzi6zVO2SJqBZkqzmPEUO+Bxb5kKT6ATWgEawKwne2l0L3mMtDONAP3ZiIxs8QUExg4Bd0zxxPklFK5eii0SguaN5awjeybEAy7wwTZNM0g0Is5aqz0UIndxntVCepjNxXljmeaWum1poVcFmba6XhJUNU7eJXMZvhw0jzojYe2vhtMq8EeZdWReTYjX0K1ci9L/jbXvOFFwwDVCW5KG1qG2jaWtFk9cVUKqGVeOH7a91qys8tP6y/dc0kdCr6163/PgK1NKFekVU6vXutnNq3/SRX68yVrXt8Grxb++udTse0xLNsoLmVbVSqjGbnJFaZzedG6OtM61db70GK4BlMahm2PvYSL0Cakw7m6YH1QCkdnWqTgbt31WciJKwLXNc1FknXF3Ntm7U9SU5DwGOTGVlhF7flx/aNrbDxppZ2UX1ZQuVzOXXKNPVPTLb69e39kPoSL+1fcX1WND5iAZGtWt2Nb5rrVRbVkHqF99ktntUdX/NyMA0WzrN4ozOybUGqM0lVf7X9Kg+PMv1C14+Kk2LyhqKZWO96vlfgyAyJs16bu8zoKRyCYebHf+j/+wf88/+3//io1fwj2lzznF3e8PT6ciyzMri9RhbSUmLbPYavGWNdWSsGKwTN0hve7zrFXCS9xusrFu9J8WeOARiHMXlZp6Y55l3S2S3i+zLTtaB2nQuCnVJWB2bDZAyVgo7bR2oiFhQqVt7EzrXFtWgaS0TRePHUiuqUyD/tzImXzyv14+uMS9a1xqbHOrKBG6279aKK1wuYKwnx0LfdTymxFyrmJfkgq2WnNOLaevlzVGhW++xPlBSZD6d5PoGYVO3Y9vcICt+GIhRWsxzipQ5SZFnv6Magx96rLPiUJwTBA8lYRC77XEciTHy+PjEzc2BV6/u+Rsn8aJRQCNo0Tb0HdN5osVczV1vXhacdfRe4tm+D/T9wNPzEe8dy7Jwf3/H5XhiWh64pIIfdyzTGSoUZ8UdzzlqKeRlESZOqaqKsMUZTa6gJazWbL+rppBjIScxPik5CXAURP/SuatWySzFhN0wisamMoW88/S92JNPc+JymYhLRMAxaaGxrnJ/fyeFXj1u6wT82+13zMvCrMVYY4zanQfuXt0xjgPzNMszVSDmRDFNVNuukhCY1sIntuPLdKbrJR50zpFSYV4ih73INNRaMU4K7FkFxj9tfySbjjuGHn9zYHx1w5vPXrHfe6zr2O1GhqEnBI814Eu35mMG6LrAbrejHwQ4Ct5LdGSkC8V5j3Oi6Spzv7R4GStr5Ipxt0QYthgUXc/rtc7vy+HXns91F63ISGsjV6KFmgvIulPxTjsg2AoBIVjN82UtQnWSqhJMjAJiDTwqGpuo+aKARwok5VKI04zrOsZiSQlSiszTxLvPP2eazuR5Is8z+XSkHBOfGEj/cNuPBo9STCzzsmp+hBC4nAX5d6ppIG5sMgAlCDQImY01ybfWkhZxsWosCB8CrJbuQrs1FZLzlJCptchiZSXBLbZgU9U4WFxKik7y1kky3HedUFOnaWNbqKDyNKmodAvQ9a8udDzFp3XhjosISoauw6obRIrStywPtrKHtPLlrMMWq61oVXRFWpJQNMDKps0DqnfT4mixb6eqc0TOCAen6ORhyLkwTTMxzlRYq23eO25u91hrmJdZhA2NOH3kKLTaXArWVKZ5Ji6FZcnMcyLOM5bK3c2By+WZ88kSF5l6hi5wc9jjrOXp6ZHvv33ku2/fsiwL3TDQDSP9OOJ9kALcVSsUgHVBmEZa+QnBr1apMcWtumw83hoohZyj0N71okllsWAbDabt2xhpdzNIUFkrMS5gJKgqmlxJcq+TsbMU73GpMSbqi17+Cmuy5VXHQXIZQ8DjvWXcjXRjWO1scxKL3yVdSClxPl04ny/kVOiGnsNBKNspV4wpVONWFCGmrU3NOhE17/oO33UY666YLqx06qQ9waYtClb1XpRWKpfDvMhaDVCtJtatTlHX/8hn6gZcGJRNUgpbW5KR8bsmfL8H4JG1m2DylWA21UorG6xntCI6+rNt2UoDy9r7rj8D+qzWK1DEbC1trdLSGHeNTdIu/jWrou2rAtJ4Atu3yD/e1+m5Qh/q+l9N4mpb/DcgolTLdTuhMQZnHAVx9xGd+Ya4rMNwTd6rCvHb2vqK9bqtkUldXcp+sG2x2qtz2xAG0xieWt/agCQNSihQCikv2tIQWeJCCOJuZD6wnG/3F215urprrWX6h0CjF2CF/Lde7W8LwLQV9Pp89MK/aPla53CzgWQfoEZ128tV0Pb+O9bn6r38uRqDq1IBFP6WjgG2W7QVKratlC1hsVqBXLmupgFL161v2ziQLzfrX9v+r68JSiZT/UCv7d4NFBJniIbVawD7cvSXhoqa9j2Wz754zf/u//BP/zTAI2u5vdnzfDwyXSZ6H6Q4YuRZKrlsN3Z1Ub0Cjoy2rdWK9QHvO2qRNaLWhIxcGSDeWWwfCMGRUsR7xzzNPB+fmaaJ8/lErZW9avSVUMlOdP6Mdxp/AUXajwrge0spiWqk8JVjIuWE8RuDrNRW3LOruL0pCojnvP7OwouxX9bpxzRfB9n0tXIFplUEMBn6Vq1vLHNLqpWx6yi5sMQkc02MpFyJ6RrsfA80vf7B6Ni1TgAf72FZ5O9S5TXVkGvF1dB3LNPEcjqBtfjP74nfvaP7/A3ZGNLxCKcT3L2C45lwc2C/G+n6jnlemKYL426QVjFrBIDqOxHYVlZN3/f4LoiBTOfp+gDA6XhSdsOeeYkSr+1GOJ6IORNKZRgH9je3nC4z0zxTqwcDaZqwwdEPPcE5pvOJ5XJk6A7kHDDGUSlrIuw7L2L8CrBYY0RVsIow9lnBnhgXUslizhI6LVYZBTk1dU2Z3W4kxZl5nuTSGyl61ZaA6lgvuYhzXUqMNjD0PU/HZy2Qicg1xvDFV1/wt3/7c07HMyEEdvuBw+HA7c2Bu1d3PD89c5kmuq5jWmbmOHO4OcizYwzTPDOMo5qWSJtmF3qeL8/c3t9yc7ih6zpiFJbd7rDHBc/5dKZiCF2PSWllc3/a/sA3YzH7W6qp+HFgfHXPq9e3vHp9R04Td7c9N4dA8JVSJpbpwjxJfutD4O7+Fd3tnt1+RwgdvpN523qHtZInWadFXGOoxYvRErI+11wwWfOAdkg6Vk3V0LaIrMK2tMs/Vhfh69PBULLGl3XrfKkFlrKs49YbR23Oa7VpgAr409rPjXOie5SruC1auz7npWm8gnQH6VE571YwqZRCfP1avj9VShT39riMnC8Xpnliniemaeb87h2nZYY0QW1kjw+Cr0/bb3H70eDRvMxcpklzHLEGTFkCG2HPCGDivAh+Oc9VsrIFzrVCKgWjg64UB1VEfZ3zOsFWUk3M86wuQGJv6lQHyRbIGkgsOZFXIW5DzsLGyVmqqU5RW9Epsiuaum5aKcqlMM8TYpohAXcIogpfcmWeF2oxjKP0keecyFmvRS+CgDFG5nmmMZHiImLRzncYi+ja5FlBAWXPGKegm1BlhZYolsvzPDPudgKMJKnIb32haf0e76WVbZoWjseTVFW6nnmeuVyeOZ3OvHp1T9cHvvv+e+bzAsUKu8YFjIN+7DnsdsSbA85mUl7oh44uOC7TxOPDke++ecvpeGEYBobujr7v6YdebX6lVSyVebW3b3opDaDxXlg1uRS6EsmtHaa6NbMoOV0FyAggUOF0Psu9N6IHZHQSAmHDlFopUdw8ul5EFCWpytQo4FVKiSWmF0mWJGNZARGzBo8llxXsFMtL6HpPr21qANNl5vnxSQTiMeTSxom0t/X9wDD2OBcElNKxl3Il50hS4K5ZZg7DwO3dLeN+xzxH3j0duVzO+plMypn9biR6JwFcrdSUSMtCXAFHYR+turg6roSdJy17xjWtr7bwCPAiC836yqp50iqJIOBa5VcIi/4Dbk1Guqp8qxyonrNxG4jWMlxtWTO4FfBRREOCXnud2PKCZXJtUW5s018w23fpEV0vXCs46lhleoqWWqzbQJYGHF23xMrreh9rVb5OuzeVlpdb22jKDQDiChjaQMTaFvrazkOswK3apoqmSV2fqfaArKDKCryB08jjo2PgZUQipgkV0RUDaM6AiHV7pRLp6MqkSQfUmpmnC4+Pj+QoledhfyMVrXafP/jeDai6vh7X73/BcPlIBXjdRUsSMS9d435ga3NVvbpu728yPuXZdDrm5PZI21qheRe5NeH/IexLGA6NsXX9JeaD15SPJR/TfVqqMne1Dc4aKHKu1WyVyheC69eA0dXc0n7XgPhaN+ColrKut1v7oGyrWLIxQBI31WqkJabpO7T2yT/yrZTC+XShC4HpcuYSvBYTBAQQ1ocCLE0/Qp/touuWdZ5apcV+VpMK6RYQdktFGOIUYdcuy4x3TsSKX91Je03T3VsWjo/PeNPz5s1n3L/uRdzebAlFC/idxiwxJeK0QBUR4ZoLnXP4XlqmpmXBLAkXAtZ5TAi4UlhOZ33ohfFbrApZr9PF9ly/uGZJXS4bTqvAVZwXZSJXqlEwo1ZMrtJCH7y0aV0mbS2vLLnJGGzw/LbVVYG2rl+mW87CStIi0zrJh04tqT3T+UJZZjkGdYWLQdxV+3HEWU/C6r4Wpu/fcv7pkafTmfNlAitrQCLDPLP74nOyQWKtxqw2kd1+t7J/GohjsKRUOB5P2M6TqzgPd2PH0/HIF7s9yzSzP+y5u1yYjs+4ocf4juXxCeP3hK7DWxEaJyViynhl3cspFwwVXwo5LeRlwXspCHfVElLknAzn80k1HSUuDyEQnMMbI1ILOa2xXUqZrhMGVk6N/cO6Xq9mOAGyEVbbEhPWjuAs0zRRsrTEhU4EtPthYJkk9h7GgdB1OO8F5PGemDKXaSGmzBRncs0cYGMn3d1REpzOF87TxOPTM/O88Oazz/jJT39CLYWnxyeeHp/54vMv+PyzN7x9+w6oeC9W6VIc+cSQ+MPfDOxv6D//jGphtxtF9PrNHZ99dsfl+MDNvmPoPdZUYpwlj8m/5PT4iHGeLnxJvvNY8xofPGPX041iRFCrrIFtqklZQJai872lEJx0rJh1SpI4oq3TdtWEMxvbnKrhbpNxaJ0xZTWKyllz+QKSm23M4SZtAazFpa2dTZ43o/mF1TjM2hZ3S1BqqyJbGJLPapIBi7OrrlKtUG9v5LwK1FzVoTqxLJGYRTNtmhbe7vb8bU3Ep0dIEeZZWtl+D4rbf6zbbySY7awVpD9lEjAOHZiMzIeSaHehp9REWQypptU2s5a8MVIwFCypVEpMUEVYz1pLH3oSInA3XS4YDUhzTsLKyLqQI8ye1BYj7wVAqpVaEktUNyunQnwVal5FXNAnEShikIEoza9RSjWrm0QpmUrg7v5Ok6ayIrPt0W0IrFVbYrTiJUGzhvDWYmtd2VnzNONDwDtZYKwxuuAFur4Tx60qrIGNvSAAnfNO6d+Zp+cjl8ukImyW0+kMiNVj/+WXPD89cTqdeHxXGPuOvCTmOZGLJi858ctffM3j01uOz4/UGjnc7Nkf9hxPZ7799h3LtGCq4/bmhnF3oA4Hnh4f6N3I7d2tCBiezxyfz1QSyzTT952kiDkxzRdqLez2A0PnoHZaaYc0J1KWNrPm7uK9aGd5K6Pl+flZJtUrkWrnNWmLUdw6rDLaqgFnKdVSMtLfniuUxDJf2O8HWkOaLXKvs8mUlGmtGynPGNNhbMBbg++canlV4rIIOyxl+nEQ1B5DKgXnPGnJ5FyJc+bh+0du7u9JSen03mu7okyIoQ8cDnuMMSq2HfDWMgPkzNPpmZTSWl3tenkGnTH44DDBkS2YEjEEDNoSkLRNxApgZI2lYPBO9AO8Mues1TZKUVlnZZRUCQx1wGua2QCm3w/m0bW6dMM2JLy8YhKtoMeWEBut1ldUpwsBH9cEuW46SRKwShtA05AQjKCu7zWqO7a2CJrSPibf2ZLgIgt/yXVlML7IiczLJF1ealUiBUp/BGhXK+QorUmWwGU+UkvGh0A/+BfJvLCU9HN/T3n0mqlSV9RONmteHn8DpNqdaswnYZJKbljISkKS6zJPEzHNvHnzRuncYQOT5QDYegPNi9ftNQtsBcDWAwUk8LHm48BEa9tszKPr+9Gqbe9vOWUVtUS6tEHupctK9y6SZBWHq6K3dt0RuB4+QNMjaMfdAJqqY8zw4QeBl7SMNv43AGit8LfzaB/Twku7Zlbd9RrYs+q1KZAOXOkWbMBSe78LljLn9btNo5JcAUhNkF2A3evj1OtgPgSb/pg3YwyhD3y23zGdR75/+47j05HdfsfrN6/Z7Xecz7P4klkUaNaWgdyeRQ8U0YaxHca1VseyJg9GhekrFttDyguXy8xuN3B3d0NOmcv5wvH5mWlaiJfK8XSiGri7u2XcHUQLp1ZSTiTVgbTa+mz6jsd3j/Qh0A8jtVaeHp949eaeMBxWsVRJClS3susECNPXpSXDSdz3KyrIqSaCFeC7zee5FOI8Uw+7Vc+oart3rglr4XA48LgIAySlSoxac2jgUX2vuFjKyiyKTXez7+CcNgDXGGnTMBVSETZSztjbG9GrbGtlrYROWl3y8Zn9qzvSrmMmyvOw38HTkad3bzm8+RxnDN9/8xYwfPnVV7gv3nDJ0qqFNVAq5TKRnMdYT1Hph0rF+8D+cODp7QO7L+91rXecp4Vlqdzf3/N0PPHVT2749rtf8O7hifFwK8fXQfzeaNysoIeeuzGGFKM0g1sA7QowwiLCiaFI6LyeK5TzheV8wbpAv7vDek8pMC2F8SvP+RcnUkwMQ4+1jhilANsc+0Lo8F6YDc45DocdpcDx6Ulw9CxjvOs7jscjD++eGMeBYRzouo6+H3DWcr5MlJzp+o7Dfi/xtQK3y9xcfBO5Jow3FGMY93tyKlxmKdZWZ3Beikd916ucBGC0yOg887Lw85//kuPzidev7kgmM6uu5X43/vtMFZ+239VmrWgb+QCffcZP//xnvH7zWlynjSEEz6tXN7x+fUs6CHDkXSGlCGdY4gIhcHN7iw89N4cD4+AYdzOHw0A1mVoncnGIVmGWObGCceoa7KsyjSquNbVkKeYWRfRbrVSKOa3IW6TQDELOKRUf2MBYpDvE6poiXUNV40CR2TAmaC6fRbLDt4I0WvfP5GoIBrzGNkXzCUMrYqqrtZfih/eiKSwOnHFlUtZaGYeeSsUZj0H0x969feLLL78kqcHQPC/s9jsMlrfvHphn6TSq3/87mE+/k2Hyp7D9eM0jY/EuYIImMrWyLMvWjua9Ai2t+ijBQcmFXJIM5EZPD04s3tmC9daClY0M4pyaBpL0SpckFp6EykpKcaJFU2qRSoQTimpKkUucqLlQvLTHCZNCPteAHjIvdHriHHG2k8XLGvq+pwLTdNEe/UKJhb4P+F4uYVwW5nkhMhNCkM9UrYItTf9IHNVqzmv1yhjpefWhW8WzxW0iYioijlnFKSkn6RlfpijXXDWc4hK5TBfiEpW19EDOYvXOKJNQTomcKwbVgCriaJGVgZOxXKaJ6XLm+7ffkPNC1zsRRJ9noXnPkThHBAZ2WBfpBqBa5mnm0TxL3BQjxsA47BiHgWWZRUzTOgyFWhPzZdaWIkOMkVqqBgcWCDoZCZBUcyJrYuJdWBPTmMTSsU3aXRcYx5F5LmAq/dDTDzc8fP8N83QWVLwt7q0lMS1rn7pwPKuw5bRqTrUYZ3DdFghJbz7kVIgxKcPKSLVqXuQ+4LBOqOPGSCXwcpmotRCGnr7vGXpxs6k54ruOcTeuLJnpMnE8npimhVyq9v3HlRlyOQs1s+86/K4XsNI5YTe5jDWeWhclc2krp7Hi+mKMgJQKPjrX2go2TZKK5OOtulyvAl+j7LB1xfidb61NqzEgYGtBez+BVmCnKutI3XkkU/V4062MB2u2ZBhzVXVuEI7+p4FotYpxvAyjtv8WbDu2TPkHNnNdCdIE+weAio9uFWXxKdAlNAFJiszWYOacoxqu7vvVIRhWptV1n/xHv04DjLL2mb//3pfAjAAG6eqVlnRVMFneXS2ooH/Xyb3ouh7nO006r76nVaFV3H4NToxREdtr1pGy6xpwUuvaDtTetY2bDWyp1WCNVLxzaeNL743dCgaGKoBJTnIsqtH2HqZ2BQK+vFwrmaFW3u/bfwFcXYFhVy9e7eyHB0vTH9neo3XIxixUMKcxthqjtay/l2uSc1Em8OaY1thTDVCV9nXEuEDHiVnb2tuxKhutlvXaN5Hi7fn9E9r02s/TRAVe3d+zpMSSIr/85beEoWe3O8j9iFFZF4HQdRhbmKeoGhQ6fnVwy/3NYJUVVtLKPKo1rW3Rl/OFMxdZZ73ni8+/wHee8zHz8PaJpycpToWHB/p+oB97Qt/jO081cHo+6RxYmS8XOifrasmFVCvHt+/47MsBUPuCxtTR422jssWSUqxrl+aq5VGPt8891UnbnHViOvH8+CQahbWKQ6u3FETSYJ4mSJmUC7th4Ow9IYgkQooyL1nFdFU5YFtaUhFN+WVhOp7EhrsxIKkCGqkGyWrQMM+QIj68Ii8zNYnDrIlROpNjAmUMZ2WkEC/6xQuX6cyQFkDi6NPpxMO7B372s5/x83/xL6Hr8IcDcYmUcdyAfIy2tYAPAdN1YJ94+/YdwzjS9yLWO+xGnh6O+D4wTzO3tzfEZeHtd28JXeDp7Xe42z3DuGM+XYQdlhP9Z68ppWO3G7QFVrSPvLeUlHAenA8i9Kutg5dJJBa887hOmF/WB3n+dR5yNx01Gi5xJsdM1/dMNTNVYVvvdmF1rw1dwLtAjHJdyBXrHH0/MO52vHv3xNPzERc8dlbZieA5nc7SDpNEa7PrhZE0zzNxSWvnREoZ42XtscYwDiPH44llmaWFL0ghw/cXBk2gYxbOaK6ShE/ThLee8/nEbr+jZBHoHvqeaY6/rVnj0/YPtTnRdSV4zO0Nt6/uuL295XCzpw+BcRy4udlxezvSdR5TPM5kUpxIaYYa6esRdntubu7o+oFxv6frw2oOYoKARCYn7dgxqr3vKCp/4ps7eC3k+STzqJXOmHUdb/msFoWaNmRt670aQbkM1VpS2VrUszKTWnFC4lmJKa1W+2qFnCK15DVudZp/iHFVA42MHocAS8Ca81cjZI0WsvV9EHaeivLXCs+XC871tFjBOMvt/Q1U6TaKy0Jcsmpiwu2rO5Zl4Xya+NpUpsdHWKL84QJ8EtX+bW0/GjxaexudV40jCf7F+UoETlNOWjUsWvVJ68A0ZtMhqQirp4kcBusE3bQG6kJOIj5NEHHGLOarUm27KvYYJ5aDORuBVI3Xfk75o80smpi1RNis4tPGbpWwWirztLA/7Oh6WSB3ux25JJ4en6gVESkuqCChRD8pF9EYouh3i62i2OdqK8oVQCUHJMfU9f1qe1qa0nyKJJtwaunabJ+tE8t2YlSWSi/3QXtaW9VJkGK/2ogXBTicc+QqgoHL5UKcM7YbGQZH13WUmtnv95xO0n42O0sIjhwyMRaWnHQyiBh7IYeBlBfyRR7klgV1vceYsKbvkjAIFF1y4rIsQKHrBk0c5N41EfBSMs2VbktyjYpaXiVTmsyXsqn3X84LMWYO+5HdrmO/35HTHTkKjbHWjM0V1zvMRSaxTF3dOKwTdl1OEVsN4zhIT3IXSDmpppKAV/M0UZRpNJ1ncI79/iAVzdhooKJltFNm0W7s6Tu5NssScSGw3++lxXBZZBHRyl5KUZ8TCcLFJaTQQInGbrHWrG5NZW0XbLmyPgt6LY2VfurmqGaVEdJ0g9DnQISQBUEyV4wGbeij6VD9Xmx1a75bWRlXbJQVOFIwSVphrsRm16Q6gPlhSnkDzBtDAyRB3o5D39XmmpZMtJ9f7EzuCVXxj6t7tSIMP4AFrMC3gk0VQ74636Zrc33+VseH9wIoO9d0r2pDz7fT0EDDrtfu49s2m11DMB/b5PobDHQWsrgsFQ1kMEUYgzFJawRI+7IGJn3fY3yQyX49nobSXAFg1a7XewWnMC8OawWRfgXw2dq8rsGqF62Mul/r2hrQAJAPz7pc38T3fr8S10CO933xcWN+xSV9yYh6uV2BL4bV5OH62wytZVrcg4pWM6ktCG1f8+F3bLuqV2uaAm4KNlkjxaECK8jU7sXKfnqP3ba1gP7pMI6ut1JF89AYSzd2uOypp8rxcmKJkcP+oCCjMBejzvfOO/q+Ey0NH3DGyrU1KLtP2qlXho4mQikVLIWq6HJVHZqcIBkDsWBwDGNPrYV5Xjg+HzmfL3SXnm4cONwc2B92jONAKZn5Mml7wbJqw9zeHHAK/pRSMbZuzxht/d/GXZuN1ilN85mXGmMGFw0OCxm6CEMxXKbI6AI+ZZ7fviPPM8EY0jyTpwWWxPe//I44zaQ5c5kzs4Ox24pC69hvnaEgot4lE6eLXCCNOdQaSdvuuHp+5envukB8FlmHtnbIo1kgLVCSlOm7TpyDNObLKUkiNjisd6TTmZwSu8Oe4c1rzt+/Y/7+HeZw0Bha13QroIwYa8xSGLOO+vaR/AqiCtfalAQIrpXHxwfu7++5Pez57u++5nI5Y5wI9a5MAAM4cRQeu57d2CvroFBLFuzMi/yEc5au68il8HQ8Mi8RsAy7Ha7rMcHT2IfWLEyXqBIQWZlndo1rU84UIxpb1YIN8mzEaeEyHWVuoeJ8oB9FJ+rd2wfmeYYqsXmdI8ZOLEti3O1wMUrbpCbkKct4ldhTir4hCDhrjcV5L8BSruKe5gPWOLq+o6OTzyaZu9v1muaFmi/a/lOJUdyRx3HHSXViP21/QFsfIHTYoWe4veHu9pbDzY7dbqQLHePYq1tah3NGCl5WHCjFjbuS7YV+GAh9D8bjfKAbdrgwgu3AelKqElOuFSWZ91zVlm5T1SEVTNeRl1kYnHVj7ADCxKvqUG0M1RTVLy3r3Ju15bWZi2BoBraaP2j7eG1sYcn9lRD13hqtOQNimmRKK7RuhgbtbQVkcndbkOub6REG1Kih1IK1PWB1bdzOL6RADJ6zmYix5/7Na8bDjvNpYhwmjs9HEpDOE9gJZgP1E3j029p+NHgEcqtLqZQkYqa7/U4qszkxLzPTZZJWGsNqSd7iWGvsFuur3aBr2isvKkuSGDgflJGj7CWkYt6CjaLVT4p8VymFbCLFOkoREMtre45Zg+2WyPCifxPQqpth6Aestex24pZQSpGHDBGbzkk0h2qJSEtWWV2yQBZuUZe3mqy1JE//VwCj7RWtPN3An5xX5HWj+Mu+xTFOk33n2O/3GAuH5SDWoZcLXdetyDBIq2G3E42eh3fvGHYjxjqm04QtwnwadiMhBOZlUqcvIz2mWYS2RSdKkwZ9iGPK5GWitaM0Qc+1cphF+NpQ1qRKqnqZZV6gZlmYlcZeciUtkXlZoGSprHqPNX5NBsWp72ViXWtjrrWEo5DiwuVyou8MNWect1gbsG2+oqirmiz2qUgVtiX0/dBTa0+PY78bCX0nmgNLFuppFScOYQNlMGL5aglqj+vph16FGqUq6pThNIwjQ98JhbSIPlGtlfNFaNMgIuo5ZUrOuCCVQpBWkViiBrWFZZ4xtdJ5jzNSXSvZk1TkvT2wetswxkmblOr+lCrthI0P0oTFNV3W3LCuVQOrz2Ibsy+0i39XW71KZs2WGpcKSm6TVxqgYgxiUa8fUErt5oF4DR7JayuQYK6BBPljV7bEVeLbvsc0Nze00q8HfH087WvYDslc/2JraKe1DK6Lttk+267BxjAx2ykas4prhyAg8TYLvpeUvUQvPn6913/W7Tuub8J6jd7blbHbOVZEj6QWtFZOjtKaaa0jBLfeS9d1AhzZqxNuAEkDIjArY0UAZotp97leXccG5LU55OqevLgExq6A5MvzUf2e9TvfO8f6cjcfAoDXIJRqBmhw9aJFZwUct/nOIJoGFmn1q1YAeXOdZV8fSGMRVrX+pTmv1bZn0fiqddWZvD66l+d+9TA1kPnqHK9WN2UxXT8H9epitH28f8wvnyF94PAh8E//t/9L/ov//P+lhZE/vu2Lr77gP/kf/w+02CRCpNUgDk2dxwXH+TJJYcqKflDKhazGIj54+lHacmqR9gVTrfyx0iJvDJsexvrYXN0LA9vDXdd/i26f3IvQCyCAFuXivHCxZ2GDaKKdUyEEqSKDjKl+6KX40QDG+t49b79pMeAPXSh9r0z0Vc6vzYlVXIhsrQKK1kqeF2yp+OApKXF6PuKtJeYmg1CJpVK9FANjyuTEWqB6MS+WDE4cUMkZdK3G2Ot+N5VDaA+sXheMvK7nvoqfZ1njq/eY3UB9eIIgc1eVwAbnPKH3LKcjl0niiN3NDcv5wuV4xs4Lpgu6NosDW0ePaS18MQnwZR2pVGwW977z8cIwSmvfdJm4u5V2NeMM8XzGKrsmKUvHWCcOxzGTXCRnryzFDFSx5q6Qk64KRlr453khlSJxeBdWncq2lmELOWoSizg49X3H7c0Njw9PPL99ZNyNWO+VKe2Yp4nT0wnvLbuxw/mR/X7H7f0dXd8LOGMsS8pUjAJMYIzkK0ORMbrmMgUWFfReloUKBJ2HSqkEKwXr7VoYHI6uxWWprM9VywNKlja1rgsUhJkeU6ZUttbHT9sfxuYs9AE7DHTjjv1hz/4wshsHhqGjC53Igwy9ikNXbK14b8AL+BicYeHEbrfHh46kLHFxIBM5CaOO2K3s1Ri/1ggYI+lNpVV7pR7jyBTpUNAioJgRbEBLi1FWknJldbk0BtXclTlsS4fbWny1LmuMVe2VvIP+vbYjt3Zq+cb1LWtcccWIclZy41Sko6GBRy3WHnqRDJH5UNzVi55TyYWQg7CzKvjgWYaevhsYx4nj6YR1lsvpzHw8E88X6uO73+qw+FPefjR4VGukpImYxXltmmf6vsd5KwvxEpmmCz1SlXDKSjJWFdiN1d5og+97rS4LO2Z1FxO1VMCo2rwIR0vrmSyO6MIvVQIBAiRhLMqGkslZxLW97EOfSImNZAG4TghAWhlc1+N9EGHlJa7hrnOO27tbysMTkWWtirSWHhEI9OIkoTRo551qJmkw3UAks/IkaOKi1EYr3/r8WwxdcgUH3jkRisZoS53QbtnBbrdwOl/YjQM5FxGazRnnHOM44kPH8fmZcewwxnEeJ6r17MY9+8MB5x0pJWW+KBBmpOe8FG19sg6qVeDBQMn0oVP3tAYwSH9sLSJo5jcRFalsaitaLcpWCl60eKponeSclAmBVJw0CTFNKL3ZE18Foo29Zq2RQDEX5unCk8IitWSsFTcQoUc6rUyJjk9MGbNETM5YZxiGEeMsXZFgQFrcEvM8CfOoVqF6tj+1rkBkSonQecZxZHfYUzE8PDyK84e2GnR9JzBFFtvaZVm4nCOGqlWtdsnqKhAeowCvYkgn4yXOC2WJlC4wDr20+lA5xuUDYkVRMNLqYtWYajEK20nEJT3WNo0jwwYgtRnDKWmj0tyTftebCKJqQsRVJRvWeWRrF9IxQ16fP/WD2ZJdeZkVmTHbIvoSGLn6YxDgzW5sJoUW5DBooHjVRLt91OjP1wnztsm13sADtDJvmsbCyysh+3oxr12DXm1O9UJwqeXq614CRkJzbvt5eZNbUNCARez7ANJ2Zd8/SNNEcasmtKBhhiZzpmKrWUHlVRTJ+fVerNe8tjSyfYldk5YG/lDfAxvM9T+vYZKPXU3DByfQTvFqd3W7tC+wkfr+m9cjXyEXtmbCD5VdPoBYVgAJXINqJPK7wkKV3m3q+twKQ7BirWd1wVypu+3bCq16876eVmMItJbal0e7ncsLzOElCvXyeuiYbpp/DWSVNremvQQrS9AH/lf/9H/B//P//l/90YJHn335hv/4P/mPBSwInpgSpQpLsB8HYslM80RMkb632t4ta1AthZwr1KBFmLKCmqY5T6qj4RrSV9F7XOc0vW+NieGcw6nbj/EeaUareIIWcCwpJy7zTJwjD9+/k2JJ5zkej5IsaXsSVeIqHzwpb89UG1PGGmxR98YmwKrXpRXQ2ibPmxxvLrlhSDRDB0neNwC9KkhjkNeWOVKDCHWXJZJqJYO2bhiWWEkFXCcxZo1X401QbWwXpNKfFQCw+qUVAWmyMnadZ9iPpHnZ2llDwO92LMcjpIQdBylVOIsfB+LbB7kGVgDEmCLeOULfM9fC0/MzxhjG3ch8f8+SC/ky4ftein66vpsg2WWNkbQkyBXGgWIsSR2aSJnDjWOZMzkK+NFpO9v52+8ptxsDqrXOSGtqYT4fcVaNaGrBWaMMBwsmk6tKLajwrtG4zDoVV9SCaypZmG8Fcq5rfDf0Aze3t3z7y+84PR25/YufrZIWYDg+nTgdz9zf39GHxLgb2R/29IO40+VS8SGQS6XGhFfNx+A9fd/hvWcYRzCGeYlM88zxeFKH3Ew/dGAglYxLmV7npGZYIvGwoQuBnAveh7VAXUrRlmtHjIndbkdMWdj+SyQmafX5tP0BbAbwnrAfCXc3hN2eYXfg/tUd9/e37MaeECSnGIZO8zGPUQdC7y3GekIIZAcmNZH2IA5ibT3VdTenvDpGrnK88oa1cL+SF2sVR1MglUpe3wN2FSFiBZRgA4Had64nuYaxL+O9TftIfm4ObbW+JwdhNDczlmzsql9nQNeV9773au431WA0d9yal+WznXdUu8V+rmkjVcilEpS5bKyhXyJL6uiGgXEemaaZ0AVOpxPH56Po+J1/IcB/kfXw0/abbz8aPMrxmWX5HmPMakf5/NQzjD0pqiaLVl+qEVvV2pI608AjqYZJP7HoICxJ2qRKTjjnRQjMGEVEG7JYqMWrDoNU13KBmiqxLljbTifKQHOeLgSM8yIWqdT5ogmOXZPGvCbjxirroxROp7OIThuxl9/td9zdHTg+n4hXFbo1sLbbJJCUPVTWhUYCMqq9cq+SXnHnvD7k2+tcTSqlVKQTTQIDp4ymkjOXaVINCgGV7u9uBfCqlb7vxY1N2wutMbJg2oxxQl0PnRWQY78Da1iSsG+ZRe0UAAEAAElEQVRCCEq3rIrsGqwzBOOp1WGQwNIZK5a4zm7aH87ivbRdUQs5yYNaGzBWM9ZI9TJHYRltomt1Y4vUqkwsAIM3bm0TMQqPS6wplaOSMwkJYvCFnBPH46KCz0WqsrnDmoq1Pc45+mEEa/E5Yf3CEqMEyX2PsZb58ZHTIsBRVMCrJdfVyBh16hbShYFuHChFAMuu7wihw1jHOCz4YdBjd1Ts2rZTilCml8ukrmytpUhYXDkJgFm0ZdBYQ4lRq6sCAKVsyMUzuIDtOmLfc7mIva3VVjXnnfambelrzYWaF4p1ZJOljdQ0HSDVzWG73imtn5QB+mFu/Q++FZcwqdtaVa25is3eXyCuFsz214pJlJfgRJuz1kTsCkxQIJi1MqMW09aqg917kEsrp18DD61YXZQa3Pb13kU1LUGiri2grQ1t27XsfxU5vgZujHmxI8EbzFpd/7A9qLEdq4I916ehAANbwna94NO+e/3+F2jN1X6KHmvFmubMVWCEOmlwYqVdQ7PBq1vXwCMBIVj75hWaqdAaYsz7IMaL269BUbHw/iX4Fdv7OlRSDNjWONY5/AeQVcOaJG/j07x8v20LwFpelNv3IvAzrEWJF8cvc/aGC7QgslHbmw7XNtYaVrMZQLw42O3vFcnSv16cZm3/1/GxCe1zNW7WCBcFDoynCXpWPgL2re//492q3p+UixSg1EU1dB29FeH2Zb7w9t333N/esd/v6HtP8MoM0diqpBnvOi0CGKyVayei2soQMbIeNocbwwYOGutx1hGCxzu/irQ2qYGoxbRBdXPGceTduwe+/f4tGAgqlv3FV5+DOn9Za4RZUgrOiTbFiwGra4uIY5t1DDVMa11qrqZfDCx5JjSr+AaOGcQcQtmgOSdyynhrCV60cooW/OaUiKWQjSUSmJeCGBwaqhGWHiZ/MPTE/a6yqHzAegONEZAmCdPe3Ox5/ed/xtf/+l9T5gmCx93esPv8DY//5t/CZSL8R39FCR6TM87AqoTTiWX1+XShr5bQdeA8x+dHur5nfziwvynMpzOn40n1CztpxbJOdD5LUtttC74DL/NzLhmTxNU1pYRzlt040oUe7x33t/ecf/4NdUlUF4SIKxMs1onBRnx4YOmCumIWvBMWjvcyZze5iNZm4qzHd04wNo2TcxFWe7BQaialRN+L9qdBYlbjhNVljcVUKKmqXECklEo/jHgLwyhaWg8PTzw/H9nt90yXC9575mkiW8vN/S33r14xzxPj7sBuPxKXmdPpzPPTE998852y5i3DeMX0tkkKhUiCHlW7yK2ao8Kq6vqwdhvMi2iO1iLA0vF05vx81Jh9puu632yi+LT9w23OgjOYuxtu37zm/s09/X7PuBfw6O7uTtZ7J0y5YejoOsk5WzdKM/uBQjKF0vXCyHRe4PhSWdvsjVnX3xbTtb9L1bivgfxUrfVUliSdMILrCribm1gpUJeEt3WNI6HFq3UlcmCEiWTbcaxrrsRmpjTDk8ZOeqlJ2GIvY/Xz2HXC3oqXCiJVQ2ttLU3Ww5r1vNtBmgrNyceoC7G1hs7IeXsVdmuyIHGJDDmzJBHYjzHS9T3n85nz7Q2X84X/9vtfUOaJOk/qxtYmt0/bj91+vObRVWWyCWU6fyLFi1jc5wXvJQBqlWtntT1NxXkbjBlyL6KIuWCKofediPtVyFUWvmoN1YigV3d4jQ8dl9NCnBaSlUU6loKvA/NpptaC6yq+lwHug6dWw5zEOl0oqlIZkuNpg1YeZBcMuxAIIagGkIAQ1lqGoefm9oaHdw+8ezut5+Oc0MjnaVrBnlJE2b4xOqyz2GA2gXAkaLNGHZ9KFQpzSmKvagyYrI5dhVy1bQx1f8OSUmRZJia7SDvU0DPuBr755ltyKdzc3Ao4glmtfIdhh+sXUkaPeeHsLgzjzDhGuq7j9u6G8+WJ0/GRmtOmw+C8sBaqKN8bI4wcCdCqXidhHeVYiMssugtVnEYq6hJQC8FLpS7FTI7SQGsRgMPrpCI95oATZH8cR+7ub9cELRd1/IuRFPMKKjmvSVw2gMN5Q81JNADmCzFOXC4db968piDgnc1JqqvVyH4zlJh4fvfINE2iZ2WlLcw161grlrK1Sl+9MZ7bcWAcb1bdhJILu2Hkq59+xXGapRKXMud0Ii4L5+ORPF8wVG31NNqKKcGUCNIZ7ZePlJQxtYrwt3WUUplTkhbFIoi6s07YYrmsi1JjcnjvMQrAlVrJsVBiwtqMNY4Si1psOtUEU5E+r8FOzddrxppU/C63lCGYDDga86IxW2Rh2BJ00xa15ii36hs1LR0NtrkGdDbge91qe48KvNqwgTBtodR/r21/DfNoh5RFI8IFq88ntAT9YwBSS+ANRgNsc5WbVxUevgaOzIt7xdW8veEwCgy2Y3/BHCrvvS5/ZT0faxzBOemlv0ZlKpiPuZhVRM+jlFXYW1wTJUZIJVNLJoQd1kgSJMLXmkVWwypGq+dRtASQMajZHRUjjz6VThA1vU5XuljtwjTg7d9z++B+0b6rvHi1jbHiMjYbaayrygZ6fw/GaFJs10S6lMbakkR/bfkp12vy5oInYIEcWxOD3QJDAaiNrQJW1S2QXPfFy9DqGlh6QYlv+BB1BVpjjnjr1zlI2KxqO49qI6nIpwSPZhXrlq3I2DJVmcV/vJuxBuOdDhG7tspHNSMJwfPll1/yX/+z/w/LdOH1/Stubg/C+jZibFHSQt+7bUwYjWsQsMQFj1VjgVogTaKtmFOSRELb4p3zBCNWy7UEaY8rRdgjakySlfFireVwOLA77Hl8fiYukYe374SRETO73dZOFIaOZWrFOz1vdMxZiylN3uCaObltL7HYSq4ZU1WA3VR5TLwwTGpJxCiFs5xnYlwIbsBYw+nxzHSeANW91CLO9ReVZVGBXC+aRG0rGWcBF1SjSOEeayXZTBUQ9sB42K/gLiD7U+1CVN4gxYXxMJLeHpn+9ms9/wKv7ihZZQ2oLNMEceHNmy/46idfMl0mnt49cDpfMIeD3jcr5h8+kPNCLMLsKcZgtO0eLeamkpkm0f9w1hJC4Jdff83t3S1f/ORLfv7zr+F8xh9u2L/ec3l8YrpcCIc947jjeZno+0CtlRijtKctM84OonPl7Fpwy7UKM8l7weltw9oKNUdMDZQCeYmiKeOlAFNrlTi879cYxlph1kV1fILKsL9hGHpSTvhcONxanh6euUyPFCQe9d4Tl8jz8zPDMNB1gZQy58vM+TJzuky8e/fI3f0dX371GUGHlLOO29sb3n7/jod3T7x+9YouqNNgjEyXGe+lQG28oyJtO9bL/fXBMww9T88n0mWCIgZDNzeH32ie+LT9A23ew9iDy4xj4LDv2Y8d/dDRD0FAos5zc3sgdEKeCEEK+1LvshiG1Q2tVIOvATMOdN0AxrOkzBKz5B0aL1jnt46aUre4sAqQuc6KWdd8BX2oL9fm680YS8zq9qjv9dbRqdNubJ0uFVYdii08krhA50dhGjYn2g3JFwBItW2r1WKGBrwKHlmNqVdBb91Wg5bVfEOICt47IgPO2JVNL6fouJYZNU5y+dQLK7CPiXePT7x6JUWWaZo5Xy5Ml5l3777lfL4wHU/k0zOcjxA/ObL9JtuPBo/E3lsSpVqgWqWaIhN0CQWTxMkLZDEzaqkeQiB4caEyGPIlivW3qVdMkizC2zmTS1or+gYZIPv9SO8Hll1SlpM+VPMZby1LXsB4jDLTns4nMAXfBVLO4szVeXzopQpWxdEtxkypiZozMyeMzRQ7EWPCd55sIt+9/Y7T6chf//VfcTpPXC4z0NEHEfR6Ph4B2HXCwrIesIn5/LS2KzWwoRWqDIbj6SyJUNYgxpi1na9tTdTbGkMXPH3fk/c7YfegrCbg6em4Bv3igtdze3vDzc2BlBL/9t/+DX/2s5/x9HTkeJqY4yPLsvB8PFJqZp4j467HWY8xnliS2ExWgzEe4wMtvzAo6yUmcl6EvussZEfOkcvlRAiO3vuWtusHLYaCsRCCAGfGObpuXKnXSdvEWsvd/as7bu/u+PyLL2gijVKBmpmmiWmeVvQ9l0itWYCo4Om0DSznuLbWtWsrQL04sORcqcZinCXFzGVesM7SBQEZi5FJt+lSgcV4r+4bHd4Hgu/JOXM6nVnmiLOe8zTR9yPJig6DCRVKYVkWpmmipMTYeaxxTJeJ6XzBekPRau243wv4pi1yIO13OSUFmAqFIiy0GOmCuJJYFUmtuUgigcH6QBd6MhWTi7QP2qSJuIB1Fk0mkUqhCN7pdWstVI2FUD4M8n8nm1bnuQI8hDnTku9r57CyOUmsIBIYHJhCrZYPm8JeJjSNQbExLwQ8NNpvWBtzywB2plZp+5Dk/0O67Ipbffitvxa4YRA2UQP3BUBqAcFWcnqfVdISt5eaHVK9wohemGm/L1XGg7HKBmxgRYewtq4TsMJL2/irE22vm8paSqMCksQaFzAmrKDDi5NUAKbUxjXQdkxkKEoOWen0OU/qxNaG60dy0l9xTd8D30BFhz92sxyQtYe/qmXuh0DLi70bI0yb2rRQ2q+0UpmqMA7qFkQ2QHJ1srt+HVbgaAMbLQ1AlRbrtC4+xmyOpdthbSymFYTa8MT1XGqtuuYYWbdordZyPLZC8IGKI+vzQQM3TVNHEq6RaOIpcJCvilMAxagZxG8D4vs93rTlNevz5qyl6j0zWdf8oeMv//xnHE9HHh7fcTw90nfSgl0q3Ns3BCd2z0UtZGuqWohLhD6AFf0M6xzDOJBzEPmBy5kSZa2oLsuUmQr9bsBfOe4Z7aUo5E2Av+9FCyklfvn4xJ//5Z9DrVzOZ3LJWO8Z5oVSPQ3MbEOqrs/lBtLDNtx0RG3Xac07ZJCVuhXkHKIvmb0Td9I4E7zjkguX8wVTKufjmV/84pfM55n7+xtC57DLQi2Fru9ZapFqBKhA9nujLhdxcRul8DnPYpJBH8Q9TdcfYz3jbuT9CaQUaUXDK6CbosRMCjao5aSA5o9PTONItxt5/dlrTr/8BmPgcrlgrePu9Wts6Dk+H6kFfJA45Hi6cDmfVXdTdUhCwFpHSQvMkVoL0SXiNOGcY7cfGYZOWhkr/PVf/wX/3T/7/4pJSMwkA1bbvc7nE0Pfy9rgHONuh8EQU5RE1BochiVnliTOvusMHxOhNzjvSVndM6syKpaI3Qtg47QtewwdwzCwOUE6rLECRJXNtTgnKR56H3h+OlJq4XBzI4LACJPM+o5hOFCNzKvPzyfOZ9U4qqLLtdvvNVEv3O0O3I63TA8L9ZTZm57p6YLPnjAE7FV9pB96LtNCjJFFW+Dwln/yP/2f8PR04vuHJ/q7W25vb+mHjq+//uVvNk982v7Db30Hux2MPV08MTiL10d06Cxj7xl7xzhYus5ircA/zhicM40sw/l8puQsrWw2EcqFw+1nVGuZpplpXoRR5D0VT8WtYUWuTcOoSJBjDKk2VjdQM01LOKuRDnXtLlu3krNKskmeVbTdtqRI1x2wwdEh3RKlJkqd1yLptg5r7qCubNZKVPoyjm3uwpXqWtyhm5FuC32AsY2FXGlZ4Qdbq0l7K5I2lFY/NITg5HPSnoSxEYzFuYyNCWssu3HH4hfVzXUCIs0zf/2P/iNOpzPH5yPPz8+c3n3P/Lf/livO56ft19x+NHjknSf4jtqqWrWKUxhWNV08xkrFoCUJ8pr0AscoPchQCfQKQkgYmXNWxwXRE6pIz3TT2wnLTFoGqFJN6IIEQzlWcJlUEmWWKpsglRVT7OrYYY3R6ppfHbxyLmAsXe8wtgcLJWWctXz2+WdcLhPn04WcymoF//j0zO3dLXAkJwnsgzfcHPYCEBnL+XTBBrCh0x7WQrHS194NAWMqMS5czmfmcmLoOoyHuiQFDRzGDPKQLAumU9phqcxz5HJ5AJOlElPl2hVtExhuHJfzzHE6cZ4dmRnXSctaqgvfffdWGUNZwJUwMu5GnO2hzmtlUAQlhVpsEfcAa/IK5hlbGMeRcRzI2SlFVxb+6axItZE2wHXCKYWSm+W8VL2MlzESgid4j3GeEkRzqvWVWyPJ67fffLfmuTmLGOSyLKrbU/VeJ0lGVCC2loxTlpAPHcZIBf/t4wNUEWWvSN9wRYDOiqHmRQCanMilYpwg58EHsbvVdr9xt6PvenKuLKnw+PDA4+MJirT/TXNkXr7l8OYV/TBwCCMhdFQq/bKQFkki53mhlCKaRkkSB9CeZSOdO94JBSFjmKeZnBKdFy2AUjJLSnjv2e33okEWo4BiGmQ5bQWqRSnlpq6T/hXlYGPjUVch+vYMXSfVzVr7d78pSKRIQa1b5d2apu3Tkv528DLvtN818eIttW35/3Y9Wn+3UVKJVBo9pYqYqG03qiKtuyBg4a+zmZdta+06m7qJDza24qopo1F5VXTE6mekkqTH+R5wtDFGFJwp10nSy2M1xqoZwDZTQ6Mts7GWGprc/tFAKwwvrOT1u9XcSeaYmsE2IVIw+T3ExsB2b7f911pwiItP0+OR32p5vW1Vk9MfvOzXZbb3v/e97VfcSqvX4X2cqL6fgLbxo4BwVmMHo4kRxpBrxbqXByB51odfYFaQqL3QKpTbGDZGAuCUq4J8VUFnZehaT65ZwCzVIZD283YSdQUmr53YnBy4nEdqorfgg6WaTFXXFKOBIyav96JaxTcLgBXtE22RbvPVCki9fw3/yLacZ5blxNAfSDGxqHuV07WzlMzx+cSXP/2c4V3H49Mj0/nC6XnGWnFEnfoeYwphGLHNRj6AKZZiHCkuYo9srbYyG11XHH0/AjJOnLU4416Ah845CIFiLDaJM197PnJOsMj4398cOKjO3+l0YloWLpczu93I4ebAMi+UklX4e2OZleb218ZGbRKV27y0wsxt8JnGctvWIe8MJTiidptZa6m5EOOCAeZl4XyamTLscxXmW4GmuWadE1e0VSfk6hn0HlTo2DpH6DvmYYBlATNsz6UWMYp3PJ5OV4+rpWaI52Wbb5eFmvJ2ThWoBecgh8B8OrIc9+y//BJ7f8/z+UTX9+oELPfs4d0jackYc8I5p/FQpOSK13g3agHJVKipiKsbgLO4w47DbsfQdXgv7fQ///nX3P70J+RcuDwftRgqBhujq1yjzi3ZjEvkROWLr74gpUwBfBfwfcBZTypZNJyCx/qW+1VcCyeqgEM+CMPdIp0DIHNoouCpole0ExaZcZaUxbQmxsTxdOLh4YHdfsfr1/d8//1bbZd07HY7doeR5+cjxjqWuHC+TAr6FHw3sDscyFXHmLJyjTHEJbKkJG2PtTLHhbpUxjAS50jXB/qu4+HyRJ4Kvet59dryk59+xVc/sSyzFApDCCxRin6ftt/DLXgYBuiCzGdDx9BZvK2I9rWh84beW4K3BAu4ivcCLjn7sthynSP3fpDWMF2vDdK5UdNCxWNdR0bkSHKW+FzqnGaNb9b5sNaNrVyKaviY1RdE30RVMyDvncZMzWCqMi8LoYr8iCSXBpK0axo14qg2AhtJQ9DtSiZfxcJWSJrWMLleolQ95rUI24xO2oRd69oRvLGetsi3YLClKqt9m4OtXlNji77qJP8xhuTFdTTnTK4FH8V0ZVk8cck8PBw5HO6oxalRpoGUmfsDzGfgkxPbj9l+A8HsIsF+aaK9snhU7T8UHR+x6WxtYrUW1UrRz2dhUBwGCSpzyeJcFRdSlIWgCSBX/YxYX05IO4TFWS9sD+MxtpBqpJKoOqjX6qlteVx77LZEpqgmEcaJwGMI0q9cZ1LMdIcOaxzzZWEpSUWRDZfLxNB3zEPPMkepxNVG6zYi+GoFgfZemDM5JwqibxMXoeEvcWGeJ5y3OK+MpCxJn61WW40CVChhc5qQqyzWr9UpMlzzyoiZnhfmOdKP4oI3TRfevv2ecXeAWnn4+d8A4JaJnS04ZtLpAULP3W5PmRNpytRoITm8GelDj3diVW+dOFX0g6fzUPIsDBZlT0kwGqiM5GXZJiwZEKLhlIRVM/RBJy8kQDGWzgkTqd2jpC4py7xwPF9Wer0wkOpmT6l0x5QmTE30nVTKVh8tnbRKySwKOlkfGPoR16legBNmnEy05gq83Nogh3GUHudxpBt6wHC5XFjmxJwKyxwxVTWlQkcYeoLa1pYi+6tOAmXvLNU5ULF4ATgtTTO+aUQ1RwEZxFcAQqOwIS1ycV6YjGGZF5yz1OKRFUh0lOzasla0YiHgkGAk14maJHKlAuocAcixtifoCuj4XW8NgH656XORW5+2EXCiqZELX2Vd641WWMRlSxfhFVfQxRzYKLtWnTK2OaVeHUZrD7KNCcQG2NRfBbptFxeLoWjQv9KTjFCVX+5iA7badzdsiXUx5yqw2X7bPv9Dx1I0MLlmXjWgZAWO1kpUe89H2tZgTZpaYFF0Lqulgf5SdbO1bOLjDRipreVGq2y1Xt33DdSsqOhytTgMuZ1bWxNejFmzEbN+4J6098vdLO/9ju05uBpWAvhd7a99yfqs6fc19k+FNhZbIOVaf0f7PO2uCZBmq7CtqqngwJb2HruCjSDgqWgrtMBt0yGwV8fe5gFzfa+trElW70MDKaEFxtJ/KW2ZdZVvsFaBRtNciMr22XXe0OrjCoa275WjuGquxDnL//7/+L/h//Z//X/w9ruHj96nP+RNHqFCybOwKxwSV+QMRQpz3jvO5zNd53l1d8fc9yyzFBCsM6RlYqISS8Gqdp2zyHxDVoDy6t7qWoIWEJrGpNHxVatZ2wpBAWNTqVb0k6rqRC7TQq0z8zKzTDP25oZ+NwpIcDxyPJ745pffcDpFdqO8LjKEeS3kCJNN2CQoNmFWkHJ7blo8SI00xl7JMvdUrajneSbHyPn5xPPDEwZxI51PF54enxnGjnRaSEsk5UzU70gxrppiL27MOgzlOYkxEzDs9nvOpwvlcpE3NTtaY0BBmyWeqVcTQy2Q54hYUVt4PNF95TBhhNBBWpSkV6HvqOeJcjxSv/yS3eHA+eGJfH8vrGwv8WroAsssbq/TNGt7e9HpRlmIq0ulgvDVyPWribQsTJeJflDGvLV89tlrHp9PK/gmiaQU1bx15Co6k0GFoVMpuC6wv71hmpK0y2F0HMo8g5ViWimFZVa2V+gknjNiAuOdiFp7je+aRqSxVuUEBFgLIcj7vbTOpZSZp5nT8aTGO4V5Fu3Pru/YHXb048A8i1NuzollXpjnmWlqz5B0B8R5wQUtsiH6pbOa4DjvtcgtLTIH6zTOFB2snDKX80SplW4IkA2xJv7xf/qPeXp85Juvv+Hh4Z0Wej9tvxdbUEHmsceNO8JuZOgcO5cZw8j+cODm7sDN/S2hHwje0gcBkZwtVJ1npUWtklUXNaVIjglnIVsHHiVQRDFu9B6iyFOUaSIXy83tHXOSPEHauLaMdS0Yant/bYzllofXojUzBWOoqzZuSmLG00wSjJXjkzXYiU6aTK7kti/V4iygRHTDkireVwjKQkcA4KqRUVW5gmok69p0NbfiX/semfxf6hytsSriMN7OeYt+XoTbNPVWA3gn+XKpgZwFZE4h0HUiVH9zvlGSgmj1TZcLQzdwenpifnqC+QTxggjf/Yr4/NMG/AbgUUrqkIXRZFfQmSb+Kze7tWDV1akLWBezkuXhuNQz0IQiE0uM64B23mnVza7BpVSPZAEUDRYdtDkzTxdimslVaGtN2AuDAgyiHSMi2xmyXUGNBlI16rjDc7nMXIaJruslCJoXYbnMUWiG1tIFtSbVc5S2Ioezhq73VCP2sd6rRXLKLMtMXURDKKUobmTeayAvAtbOVREp1ONy3svDqMBHrVXsUnPClqtkuIrd/fl0JsbMuDvgjCXFxPF4Ekcq4PT4IOecylphnuNMDgs34440SyuV6OoEHFWElK2DmhF9BEHbra2somO1uY9JxWvoO2Zt32gTnWGrfJYilGZXHaZKkrekiNjTunXWzKVQk7Q4LnHBFb/qQsnYEY9pHwLOBbwN1OKo2VKweKfW1jmTU1rbvXJKmGKIZSIuER86umHEdr1UupTKbjq9P97S950yjSToySmzLJHz6czlMmNcR9f1AjwlARwG67i5OfC8LGCkNWGpRQLdJFo4LWlKWXqgvQpmt2A5Z9GUEjciqDXjnFgxgzxnOUlQM88zT8/PKtynjoXe40NYhe42IHV9TNaEswnel5ZQFmktbfej7eP3BTiyCvZUo9WI2pL9ugKr9Zr9srI0hHXIugApc03ZEi/BEVZG3hqCN4FuY1bcQZhaeud0Aa9XIJTsoLXLXW8vr+U1NmOrAEiyy7aMmpUZtl4HEDcbuAKJrndv9DzNtlb/GotkqUUT2CuQ5Oq6rKDjeh3Nh9/fgJ2a9eN6P6qM71KlMk4ZxLK2PROtItZSR/3rpRD2B1+2ntf2Xe9fC/2n2V762JV4wbJ7cbk20PZ6P+0zzU2zKhC0ArTr9WI9R6tOTRsYo9/jzKr9YVaQWAOrdRzImH15BfSYq4A2W/SloPN6fSXwa21k2+HVVarFWofFKIi9aVs1QVwR4M4y7g1ixGD1uHMTo9ya1K7woPUabGPRaJAp3yMsPvl9KfCP/9N/xH/5n/9XH7lLf9jbT//iK776sy8VtBOCVi1NhF3b9q1IAORU1GRDhJvFzUoKAdYk5ksmXmawIiMQ1N4cU+m7QC1WW9oa86clBnaNrYwCR2C2ZKSNkPWZRw0w6jpGSy4kZVX0VNV7GVaw4Hw6ExdhaXRdR9DijjWiM51zkmugjCijMdU6gRp9Rkqm5mUtgtSSqUUkB2oSAKmmSImRFCMOGcc1F6yCH4exZ0mZKWX1Y9XkJitytT6HV+CtAltxnqEUdrtbrH8QPDxlcfHJBYw41FlryfOyfV7Pi3mBKO8jRhGj9QFCvzKCTHXy79befj7xxRef8W9UmDzlzKztVuNuXAu5jVFeiiquqXbKVr5AjqOtEylT5sjldGZ/2BGXCBg+++IzLkuSn9ugBAHqPBqTC9u3aAwsIrmey2VR0Wyvbc4N9tvYZkULAM6IlbZzohFlraULgd04YK3j8XhkGHoxhdFstdSCcZZgOzHP0Xkz5kQuIl49TRPLvLAsC7vdjv1+L9pDj09Y65guM7P+Pi4LOWdC6BS4FNc5671oOUVxSMstT0lxLYAOQ6Ife5YYocJlmjieT1Bhv/+c3bDn21/+LZ9//obdfkfXKciUP7XJ/F5szgnTyBrczYFhv6cfR/Ye7sxMN/Tsbw6Mh5G+D/RDYNgNjGNH34m2WtcFvK1Qk8bhkRgzKS6kZYGa6UygWkdOosVWjINS8daBt2DcVmy0DufE2KCWejXltthN2b9FIZui82MrJrOB/aVmnVelACSC8OKEXTSvqNqp0XQ9a6mqwyisVPQ7sVZbyA0Gp8Y6LY6zUvoysGk0anuyESbR1eqy/q4drjDmDS3CwRhlphdW854VNdrOt9I0ILWgqblJ7jucsyQnuZR3jttbQ9f19P3AvNszzzNdN/D49MRTN7Acn0nnJ5ieIX9iIf19248Hj2ImzmI7WnSiLrWuQUx7AKQFR17f9B7aQJPBf7mcdSiIi0FWEbxShN1kswg0OivfQc5Es0BtdsQqbhwj8+VEUnFnrAbbtuGSrW1HHsOEIRdk8daAreRKjAlbHdUZ5iny8O6J27tbghfRvnmaOZ8nDrcHcsmEIA9QiuK+kKu4fljnGHwgpUjKshiLnW4iZbFFz0U0nbJWUmoB6y3edcLqSsIsiiljMKQrwdBSRSS61CI9tt5qW5hZnbIMWey41cnIGL03tTBP81qxkeoiLEsml8oS53XC8s5Q1bK2dad467BOquK1VMqq2K/XuVSxXDUSGPR9R9IgxyLMIKlwykRXShU3tlApBgn8jCjqGyPBq/yRwGPoO3WEsVtMmVWMG0SYsdsLkFYKjiptb0BaJtb2HmcxpUq7RkzEaab2mc57nJFk3VvD3f09FnUpQtkdFQkm5oWUhMF0ucxM08K4M7jdgE2wRGl7yyUQwo6+GAyZGidiLaRlIU6TgHFrFTVSMyvDp2LIqchYiolaRbSuWfhiDClHHftFe5sLx+cTu92A80HYTyHQ6YRaNYm01oHJVDYHOc1iFfeQ8VJB2C9s9Nnm+FV/DyxnrRV3RHGgUAjsKumReaewahC9SLUtwpJpC5OlGmkzXcWDdRy2xFfy8FYVlf2snI36Ig3X6U6C7A32gWrb4ld5L7Rft42tdAUgfQzlaGspV0CJ0qbex01+s03mz1Jb/mM3MKoFMuu1lu82LSq4ZiY1sGg9TiP7qm5NEE3dybVtGlZtPx8Bu9ZTuy5FtXO+ukbmxZuvXn+J+Hz0HvzgpoHOhx/ZghuDVT2/1hqzISVtXWpzVgU1WthaTKuVtUGYFVdfZra1THamk+RVmHl1ezYciQa0yovrZdNDbpesFVW8k3WlGivrj84PKxtkBY8EWGqJv1UR9KIly1UQ8+oe1hdHyxojXINJrUJqq2GzG/4YxPeHvf3Ff+/P+Nlf/gRAGbVOg2J0fmnxQ5YWpCURF9FpzNp6WErB5koucF5mEWj1jq7rcEHdO6tw1loL4Aq6Z3HeWnUn1+dSflrvVGOHsbXXVtOSEml3AxmvOWUKldAF7rs75nnhfIqcjieOZ9jvdxxuDmqQ4VfgSezeXcs/qFEYzYqvrkmTQQxJcoEcozgI5iwAUk6g0gPOGMjC3gUj2jTnif1u5PvHI0vW2dcK47jUBM7LPq5FtBuwBGtrfiuyYIy0rqkFu+kCduiJlzNlmpAFvWqroBU90KhaSUkci6uXz5TzM9LC6cnTM1jLnBPH5yd++mc/Aysux845UpKiiPWBbhhYpuWqgCsxpRTeEviOWq/Yf07NCDCQE8t0EZ3JKMDIZ198xqv7O37xi2+o3kOCmgt5jlTrMEjQWnIhazxUSuJynokps3NenccA00Dxq4e7/VUrp6cjN/c37G5u9Pp6+mEgp8zxeOJw2HM6ngmDX92gui7oGJPnImmsjJV4dlpmSepDYLcbGYdBny1hj59OZ6Z5JkbRVy05M4zSsuh9oB8GrHcsKXKZJ43tYUmZuiyrM7CwLeDx8QljDKfTWTSp1H3u5vaG53/1JOevc7v3njxNv70J5NP2m23GgPfY/Q6sZTwcONzsRYrDFsYEw25kN8rYqbngrGHoPV3v8d4yzzPe7zCI2VEbS+fzmZqla6KmyEJHtD0xJmKKXJaJy2VRvbhBcpogY9paR2v3rs1Mo1YtSLXFWuOIdUms69+Ndd4kWFKKOGMwTlilpgE3pZJqwZSoa7bMa6UowQI0TlAwqDHgAWv8pqdW0RikriGffnQNU2qL+1oOBUK20GOtxqzteS3sK4aVQ71+7jrsUdC4qjFXczrEGro+iJC2E9ayd550Ewh9R98PLGNkmiaMsXz51VeE0PM07Lg8j8R3hXpWgfE/wnjjt7X9+LY1WG84SCJRSlkXrWZX3dg+q5gXaMLFWumspchi4IyKjXlyERexFpQuywJEjLF01qr7hIgfxwWiEcHkHCeaoDSIeatU4qFgVyeiUqs4mpmKc+pcVkX7KOWFOmsuU4yKTxvu7m64ubnBWsd8nkhLEkt1b4W2iPRvOgxe7e29c1AMeSnilJXiel7tcbBGVOlzKmtwYV3AOktGAsR5TvpwpfWaSKVXQCrr3IbWItpBN4cbLhe1b6QQuo7DbsduHHh895aUMs4Fmhi5dJMlbBZwwzhJgo1FHFfW+y29u80NI2ehRwfvqRVyUWZMqpTc0QcFebwXcUWdAJwTe2ZqJS6if1RI4DSodao/oCiyc6KNZJ0VUc+UiTVpXm9W5pYzkFIWsK8Lkiy1IDQnlGW/MuCMtgJIpb0QOs8wdISa8X3A39+w33lyikyXifPpzPlyYVEQqh1TpZJSIniLNYnnx++Y5hnrLKMG5Y+PF7pU5biUSprnSL5MKmyOCqU6BWaFcm1cR1T6a61FmADWMs8L4zCAESCpCdgOXU+tRVxEzheGERXz9qo95cnVaIulI2VHihuLqKH+7WnfQCRZFXKC6pWxU373wNH7W1tgahPCXif/K+BCf841YPFY6wVINmvafbVGaVvTyy/ZgDQ2BpCpirBS1+RK4mVNulfAwQCO2lwIixGdmffOReYw0/ArSaI1tSsKbtkVEHsPDPkhIESz8x8HKrUIQIIB2w5IF28RRBXBbAPSsslaW7oCj6zomaVFmS1OHTiCtK/VuhbEP3Y1rrf1rpoNiPp1zuNXX6tfI1DQt1rzA8BcGwt6cLa6q4pclVVJg5JUDd6krcVL10R51LTSdsVQM+t+WltRC8f0ldXhbivYmMY00kSnuZoJMCPjfXVgW9GdBm21l9qKxXactSXyibqq08gAkRjAiW5LTphqZSS3+HINGLn63rK6rdTr46i/1l35g96a5XJz0nNajYklS5W6VZ+L6GA1O2aA4KUwAJmnd8+4/pZhMNs9qZCirIPH04mSkljVK3OiVoMphi++/Iq+61YGkqmZWiHOixQdrKUNr+JlHBUriU1W4Ida6ZwnqPhzc5nthh7XBYKvLHPkeDpKwh8Tcb9wuDlIO1LwqzEIQGN1No2tliwYC7vQcXp+xlhHTgs5RmpKmJypqVCiOqbkzDIv5JSZJ9FbavsNxoiChxEzFuMs1nVgrbg46/wsA7eIw1qtfP7Tn+LGga//7uek56P8/iLubex2+Ls7+nHg3X/37yQAjRewVmI1K+6KlARDjyGRUsEGQz8OXACai6IWguqyEC8Tp+MRYwxv377l9edf4EPHPC08ns/c3d9xPn2Nd6MC7xIjSjE2Y3y4EvE34KVFK/tIPWXKEklLJPeJimGZIl9+/jk//8U32K4TJvI0U8mkEOj7PSlLoTBmdYKNkWIuWBvICmavfLa2LlYrDGHVBaylKrvRrS3NOQsgFFNSRp208rdnpPeOV29e8/D2Hcvy/2fvT35ly7I0P+y323OOmd3uPW8jIiOSLFapSE2EgoogOCLAmQAOJEAjCZAmGlGARpppqIH+AP0LnAkCBA3EgWbSRMUqgCAISFVJEqzM8GjcX3Pvte6c3Wqw9j5m9/nzCPfIyMyIytgOf+9du2bHTrv3Wt/61veJ2+/hcGoGOpWn9+/Y3d3x2WefcXNzwziNaGOYQ+Dm/oaUMm/fvWdeFnERRtj94zhQamYzbvCjp1A5zwvneZbk1hlCjuTAKtqtjSakzDdv3mCt5bycyaoKWGt0KzhqfvGLX1GbK26KAfZ/cnj6Ox1KgbPoaWTcTBirub2ZuLvfcbPb4WokP0cG7xica9FHJYSF00ljvcZ7Ix03KZF6Dty1QanM8yxM8HlmXo7UMKGU4bQE/uqrX/H27ROffvEZn33+OW4Y2PqxFQnK2rnTt6d0LyAiWpovFsUOJPW1szl9h9LagOuas4vNj3wmxUiuokHmlANU6yDqjOEmr6B70by3pV9AnJf74TBRimW6gTiJS4EUaO1s0KtWK0O/x5Rcoo+6Ss1A0d1N99ooRNiuSmuRHGkdK2IQUNAasjE4V0lJ4lTrLM46XIxUwJ3OfP75l1gzME0bnqeJxxyZU5E2tj8JaX/n+B0Es8WtCeRmNdb05aEFvIhVp7dNvyhQ0qXlQ9ICSV7H7UhvWchrYKAxxpPagxhTksCEC+W1AtYKk6fUynye8Tajmj6Q0qwOzygtgnxZr+CoADcGY0X8WNyDBACIKTKHxCeffUo4zRyPgc2mcnMz4tzAY3nkdD5zc7fDGM18OhOWmfP5hNaKmBbSLIvS6DyDFZ2guCxU2o2umzxo1ShVmt6Z2KYnEroJ8KI8yvTe0wolN2FJYRwNg2fwF4vwUiulJgY/IF16ck3GYWQcRrTSnA8naUFRGq1tA2iqoNMGrJOFLyQJwpzV5FQIOWOVRzmDQQAnYYolak3NZUgo5LnIQ63xmGForl9ltZ5fk15olHpAQaql7ZdehR6lNUivFcrBjxJQZwlARHtpwFpHjEJDNkoEF6VCKFpKXXNL95RWKaZp5Hw+o9C8evXAzd0tu5sbNtstBfj6V7/mfDiwLAvn08x8PhPCQm73eCmZUsVhyVvHcT4xh7n1RDvRRvJChT7unznOke1mxzAN0krWWjJLTixzogLeO7SRNkcJnBe0Vhgni5g4HBlU/pyUAikHdB0xylFqZk5JronWZF2xo8dPA9obigbjNapAPGVpcyuFrFqwqhC2WtMvk0q1EsHp9nzLhA10h7I/qMzuCii6HsqAsiK3mTVdrPA3zn69CrLiCpfUuf1a7qQiyZhSurGwLtUTtf43UPMi6vHtvld9v/gQyLgM88HrSoGpatVe+k14yUtsRF3+rj/8gllz0S+6tJLV9RxRIUUJEKwvgAix6+q4tMPU9WbRVpIGCYw6C0K17fW2t2sw49LK1dmSVyjgbx0fVqy+BRy9vLQffvoKWxI2Ti7XX379QSOOhZ1F9b32rtGy1/akiqrCMKm667nBhwcrh9DPUwcoXx7jpdKHiGG/qCb24375uevtiFC/sBnlFlCiw8NFZ85YB0rcjkScvif8l4qpPA+aSqbpcCJi9vI36hocaJXTq8PtFcp/U4fWWhKDxmJNKpNSFTZHS4gVmsEZahW3GWMkfhEmb7+FFedZ2GLGiAtbLxq8f3yHmEiII5lSCpYFKoyT592795TU5qxeK/Byzu8f7sWcpCLMytyYJE0cXZgfSUg4nVHZCmbadAMKiUd+8mc/Zn848PXXX/P119/gnONnf/5TjLV4Nwq4tbbClRfP6sogL5mUz4TjkSUX0ryI/ln7n5TJMRJDFqmAJjmQQ+awP7eCj9iom1xJlSZE3wS2UcLM6U5HTrRJOkX8fJoZjGHYTCyHM4TTuo/Kio30+XiCHCCLnsr0xZfkAuHpEZYZHj6Bd99w9w//EePNLac333D+6iuwA9NPfsJ5/yQb9CNoSzotvHnzlt2re/aPB07HI8qIe51WcHd3y/uff8W8HNm+ekU6QDgc0Tcj+TxTw0yznJV13Vqc98KQ1gpyYj6ecINns9nw/v07/uxnP+PTzz7h17/+mhSinAOrSaFwsxPtnzkmYhYGEiGRPbidk9cQprppRiPKVDQFhQWtRJg8B2GzNz0lKtRUSEsihkSJwoIsuXCKZ4y1aCei1doYJj9wPsn5TylScmGYNnz66et1njvsDxhreHh4wFrDv/pXf8HpNK9A2u7ulodXDxyPR7746U/QSkxSHt898/T4BCj85AEIc16T21IrS4pgDXMMmJpJtYp+6jCQc+IXv/gl//jf/R/wX/yzf8Gbx0dUrVIg/NP4uxvWoe5uYRRJkvtX91ALm43E685ZBmcw4y1UMKPBa0RYPQVSSRirMIPkTylKi1PJ0tZqrBXWrhG9MKs0JUae3j1SMjw+n/jqr77i8WlPjBljBr740Y9QypJCbi1jEgfZKwONUiuGrkHZYwApAoQYqLngnZhBdeJF57t3p+aU0toBEoIAI6pKMaJScU5+R4V61blDm9utETar7hpJLU/RWhGiFP4pRTTfMPiem1JaG12hYr4VHcn8e1UErJWKdCFpeQOlNh1IkPii7ZtIawjIX2tu+aIVDbNSBOQuBTg38oLG4/E+Mm22jNOGadoxzweenvb898A3pZCftLSw/QlA+uj4weCRNhrfLDtBrTeEyvlSMdK6JcasFU7TwB/bxY61YvKDCPwuCzHG1YGgO6EpawVMUnZFYGOMEthUUB4kWRNhMGO7KJdU7WvpYoEGa0SFvXbgSBusFZHk2iTqtRGKvFKVkmAYJxFp3p+hKqbNyM1ux/64Z1kWxlEcs3JOLMuZWgsppHUx200TZZrItRKWWar2xqwaFXJCFdO4EbS5wrIUjM4C0o0TbhilgLY8kshNbb5gB8fgBnq1urW8o6tmmQNaa+7vX2GMXKdaEOt444XpUHQL7ATIG0a5Xt5VlMqkHMhkam0ssiTBANmhtFSYa6qoJvysjcZgKMZQGuW7NpbUPJ9IIax6TVYbjJVA1Rq7Wj6rorDWM1qPNw7rnUzEuulfGUNYAtRCRoJRawzeOJyzUCBVCbhTiVAKWWtyii3B7xUsvVZgrTVsb7bc3N2gteZ8PoMShsfudsfbXz1zPp1Z5pkQxIlusA5rm9ZQa5dCVaF154gzA+K+K6LpKUaW+UQ6BXmvLk1QXoKpirQw1lpJGWxD7pWRCVU1+lRPsGgU/HXUXveXhL63jfjB4Z1fxfBqlVqgbonnyhb8gPXSE9M+lQvA1SqAvX0NBUVE7f5QRlFNNL9CrU0A9qqS/b3GCzSsrl0JF1FjEHF6WboulfHckjN7dS5b4t/Fk9ek+Nvn7CJi25grH9nnWl+yPr9zfCzRvgaQvus93zG0uVR71r9fJHUFPziMubam/m5BUHEYKyuwcb1bsr1LberlMVwgmf6O3mpzCTouv/2hQ54/mSfMNfPnanMCfLfvbu1jfX+v3chUr2L8lrHq1WnRfBLwxbYiSEuw1vp9G92q7no7SogROabmitK1jIQBQm3VwHbtVme43s4MKCy1JqoW4U3dGXMtcP3wXEmLXUtGtaK3wyp11X7X9621n8ln2zboZIN6tc3C2gb5wbX8/gyzP65xfD7y+O7x0opT5D43bmAcRrz3WGdIMQuQZ8WMQTdH2doAy/v7B8YFcpK2g1IlWcg5cX93J1bMpbAsCyknPvvsM8Zp5Hw6490i942StqFxHEkRUIqnt0+kOTRzyroClgppi5o2E+N2Qw6Bu/s7CvDm+Un0/sYBO/hWbCm4wXPv74WRoTWn45FlCdxvJuI8y+25OrHJ+flwLiw5E84HEZlNCZ2FAZdiklbyEFHAPAdOhz37/YllieRUmJcoLQyp6WQYTQ2FHBJ+MxJDaHWCa/Ba08reYAcw4k5njef5129hGOAsbFznBzFdeXpun81SuKh9XmtIX5tT5/PM3atXOD+wrgv9Pm9usShwm4kvf/xj/uv/9z+HwaG143A447znp3/+53z181+A1qhRrmdNkeqMuAl71/IfDeMGlBQZz+EsAJcFtGIOM8OysN1u2e+PHPYHfvrTP+Pxq1+xlAKbkaoMy3ykosRdNiRyrbJtZdHW4ezAsiwUXcFLHCMyATSzE4lBYm/FbG2AcuwCgpYmFi8sbVBVs8wzboBaFSkWcpZcwTQGEEgx8vXda7bbHV9/84ZplDboGCOPj488vHpY2yrFpdCx2Wy42e04Ho9sp5HD6XmNFVES61jnWFLEek8MkVQr2irM4Hk+HJi2G96+e4fSGj9NuGGgKLj99I7/x//9P+d8PlOLxO/GGnh193ucQf40vvdwA2y3bO5uuXt1z/3DLTe3O2pObDYbxmngfmvwKnE6aWlT8x4FvH/7jl//6pfEEPjii8/5H/57/xj92Wuo0mHTAXSfRaYgL5ElBFkfSyaEwPE4sz8vDM6jlTgmn49nkbdYItfOymvNqzaPs8o6h3f9W9HNjeSQWvFeciGtZN1floVpEg3XzjjVSuOGbr5UpOCVpJBntJAKJMi5LNTSMteylcY27qDRyoRuzuWuATe9UtTBrlxze06zzIeqSiExyjZqmwNUd6JUMmcKO7BLQlxi6M4gXU8ShS6ybbRITRStcUahrTA+fWq5bJHnUCnFfA4oBTFFxjGy3W7Y73Ycs2jOEZ64jkP+NGT8YPBIqsI9eJUK1DWllApZSQJvncdYx+Fw4HQ6Qa1Mm4nJTCznmdPzs1CXU7NC13LjKUT4eW17o2K0FQHpnJvrhyCwgg0pYs5kFENTzi/NilwpLb4/Rm5QcTCzWONQVip5XUDUNKct50eWZWEzjjjvRHwvBG7SjlcPt9yZHe/ePWJe30ugNQ3My0AIC0pXpmlgnCZ0EdCo1Cq0amOpNVO1BH/GWoy1DMNA6jpHuQmmOS/276kIcJFFXd8YjbVOqkZKsaTYkoVWba6KnDLWeSbvURhCEmcIayy73Zaw36wBqXUSjDqrUBrG0ZBSknY83fWn5LpqJDHWGFAi9FZsvICESmGqVJlzzQLgLJnYgCOtwDtxtTPq4rIijDMB81xzleusj9V9TOtmE69x1mNNXYEVAc7VuuALgyyRU0HRqZu5OQg0Xa0qItOvP3uFGzyH5gqTS+Hm7g5rPa8+eQW5oIowcISBUbBG/t1bEGstlBjxRqHdIEKZMbKcjmQnzDCrjVDHi2hOpZTQSpwGjRJqJQqMNquGhDWmBdMC7AkFPcnzpzwihtuFyC+ggjaiDbDZbPGDsJwUnfZ5zYoRTQLdE+R86WnuoFEf4jjXdYM6u0Z9K7D/uxi6Jd4XhkJfUBrwVeQ+0JQ1n6+AyoqqpGVS6YrGYoCLU/wH7KOr0e/3Zgu0vqg6wfmaDaJWvdF1m7W9qVJQ185kVwDJ9ah19eL6zeP7gELrAfUA4buBnpefae+vXCVXrfV3/f1vvx9ya1e+hoGuRwfIvr0lzere9XLn2nbade8CPxSougUd/bVvIYEvwaEOjHKpuFWurje9Nbp9rAFIpZaPHcr3GrU5G9KDsbb9DCvD8uqWbhourEFlr8zlGKVwg2luLCIuW0TgD61rcwe8nApogtzQksDLGVXX8eNHqPIiRC/zllK6Bbzq6v0tEG6CebU0mv+V455SrJqJ65avvqjBctCe3f/l/+Y/4T//v/2/+K/+xb/83U72H+DIpZuNSNu19xPeeYyT9fBiVqEbYElrXwe5S+VcO6vZ3mxWHb6wLOJgmyrOifmFbWLHYVlYZgGMLkn0hBs8SinRHxqGyz4mEYOuuQg4lRMlFdL5zGmeCe3eu7m/wQ8D1XSxbQhLQPkNJSfO59MqlG2t6SE/pULKRe7/SmOtXe4FMSXo2haKySrOVEwulJgI84n5eGQ5LRil2G1vSCGKI20SBtJqTtGAhjlEUjMm6W3cJZtWAFcUpakhiHC10jKvaM28BHa1cHO7lfnDO5gXMBbb2tKXmEBZKfRYQ8pFBORbjEzOYEVHs5aCtgasgMZaK2EnqeYCtQTq0zMpRhHXXQJhntHDKOc3Rr748nP+9WFPzVmAi1yanqYlhdauppWAYGQR/86S2OIcPJ0Ybm+og+Xd6cCwmRgfdlLwfXWDs6JzVHIhHR5l+ylRY5RzYwwMHmM9KEMqFU1Fl4oVS8i15UXY5RJJyv3XdK9KAd0TUpl/nLWin9ra+p0TsXVAimvA8XTmdF44nxe01mxvb0lFgMLz+UzOmWEcuL3ZiRva+SwJvVJstxtub3dYb7m7uxWnXK1F3D0ldHNXw2gGM4irW2uDZBiYthP3D/f8+ldf8/j8JEmzquwPB0ou/Bf/n3/B8Vdfw+hWcXm/2bBr+k5/Gn+LowFHdrdl3G2YNhPDIPH6ZnvDZrPBe4szEVMr0yg51jh6yQNqxlmDUZ6SEqfjkc07g3LipjxoTcqF8/MZezNyms/M55l5XvBaXBGVMeymic1mi9aeabfj1cMD23HTCkXqxeJbOmCiJa+Tgn6P17oMiAEjDKQcIhSZ03OI8sgrhbKGWAVkV6quz1BKy6pvJGylBetyy7dFI2wt5LQwNeWEQTonKBqlC6lkVGu3rbDq0vVYprce51q+Fdgpq6kqU1Rr+TPggZS6bIb8oVcs/xKD9UKDUs0jVF8KUXA5ldobNhsvTueNHKW0dCCMQyCEDVZbfrHM3NzekssX+GHg2Q/kRwWnR/hdA7x/Q8cPB4+65tDqtKFxVwhjLT2YVIRTF81OmNZ+pJVo5SxhQZXSEnABEEqqq+CyagFnb+0xxlL0JdAttVJTZ2sIjVChSc22Nbe2CGVUA0k8RleUtuLwoa20UhVBUI0VATCp6FnZv0pz5srksogFY01sNiPb7VYEw51ltxPhx8d370U7yEjwnrPcpaU5gxmFWNBrjfUiyjeOI7lUNIZiBRVVyjD4gcF7znlpi1VEUbDOtXa1QarkoVUE23UR7QEJskLIlCyaQkob3OAYh5Hd9gY/SOXSOoMbNKVYlM4M3lBKEDvGKra0AphonBVAwxqD0Y5aHcnrZtsr51pphUFTlNDwm1x4s1EUhzpnhW5NulSoNWptTdMt4c8xo2qruq/o94UJIa0vco20UlArRmmKEvCqaz4JaJSE+VQyNBDu9naHVorT8cjz0zPHxjqyzrPZaQ6HvQR2WhT7a9VN1FbsNuGqSk7T0GoV1hgDJYsDjLEWRcU1d7aUz9J2YExD+uWcyQMGdHaJkoAWpaRdMfckQ+GUlWRQVXqvWXdU6JU8771QTI1BK6GGK5pGijE4p1DNga5Q1jl9TSzX/LrKbNsrA3SNle/QfflbH0qSeOWECVLEEVCcmuR5ugYc5FYR8ENIhw0IaSLT1++7dgVbgRN1/c0VvZ64xjipUulcmu7VZppEbLpIYFBfnLOPIVPfdZTCcimKjxB/Xybdsv8fQjD937WfhO/+suv3/5a3XDhq32/01qaXo7UucenPZ2X50AChfuddARs9Keo7U+EFe6ydA6XVBVP6ziCgJy6XXvzLKVUXfOwaROsvfQBAfe/ToXnR26+QqVxjiKEirY0dsO2U7XYn9Hv36qg6iCx3YnkhftkT75V81g+wsgI6l4Nq39EAqP47OdbeZtZEndUlgINWFKAlwfVyLgUAEDH6diByCozGVCNrnJI5rVPi1/c0Ic9Xn9wxbcbveXL/OMbNzQ0PD6/QRlEqTOOI98Oq/1NLq752tli/72F9JpQS7RnrpKI6KI+1mpy9tDUsM0aXpgth2WwN83lmCYFpGlcGeQzhAm43raVhGhrGXKipNAOHRE3iRno8HDkeTyJu/vjE7vYW3dzGuk5jTiJBUBcpnFlr8c5TSuWwP3B3d7smGP2YV5FlOsBUMHHGzs+c93tpWzudOR9OnE9HUohoFMM4kZeFmhJOa7y3l/ZPLS51MWeRSqCxYpRqbHQnIKpWUCp5dV5TayV9Pp/FnfXeY6YNOSzCPqqwLAEVm1aSH2ARvaOSEjXliwj3PIN31GURRoDWAh6F1J5PBYOXyeC8kOeZp8cn/O0N4XiSNowsMdL5fOaLzz9jd3cnrKNSUcZghn6zaFDSUrP2jcpJBa3x00g8zyzHMxmF3W4Zt1uenvdsb3YUpVHOYlHoGjlPnuNyZjkdhR00DOjBo7BoY5mPZxGuVtdiuvoyJ7bXJH5rjP8WW+ima9rfap1hCVF0Ua0RULV1EfQEOMYknQsxopVibnqfWmlCk70Ypolpu+Px8Yl5CRhjGKzIItT2vdubHankBgCpBlZZ0fcqhWm7wabM4XRCo9lsJ25udtze3bE/HPHjKABkqez3R2IIPD2+JafE5LfkxmrdbgW4+NP42xpKANLdFr3ZsLnZstluBTwaB5yzjNPIOI14a3AKbK0YkzFaWMiFws3NjjDP7PcHDs97Docj3o9YDKnFJ6k5jB++ec/z+z1KZWIWzbFBjWwmAVdR4hjupw03u60QAZrjs/hS9MJ6y6uVIsdA0Rftwl7ENcaAq6QsDug1VoyRz/ViQ5WkWRhIreCcUhBQKkhHjrUKrRuraQ39uubSBdStVdajjsxIClJWeYOSBaxXWhh7QjyQtSv1ohKXGp+21xODvKhReK3ILSaUnZB/NXGItY1PdqPFlEW6Yfpks0ZGKuNc010sUNoBllzRSub9Uit3p3ugiKv2NDFMnmdnOP3VAcqf2teuxw8Gj0CC19qqhZ1OJ8CQpmoR7nXWMs8LxsHgLSmJ9k+thZgEMLJG3Mq0EXQ/5dKEtsuqeWOdEzaSUsRaCFcgVXdUUmsA1YJr1VoKWsCtlGmiuEp0flpgo6rCj60nvzm6KKWYpq2ICYaAsxbnrYhDl8z5NJNS5NWrB5SqTQ/CrAwsrTW2aTMN3mMqnM8LxjlpQ1AatMY1y/dxmtg/H9dA0WrQ2uDa+3uLR3c4k8q0AGYxisuEaATQEkJpBQNFWMTlLOcCJHnIUUzTBusk4LRO4b1BbFYFhKuI2JhtekdQsNrgTPvf2otWlBfHAakgXdohStHUJAmGaW1UxvQEo16EHFtip7XCGYvVEjiUnEVboUhyVYyAfN2KVSkRGs9JetD9kBswedWy0QEVrUhJ7IKVKlirGceBm9sdz09PPO73hNgcB4yR+5TCEmYB2KwBLJVCjC1wbmCLUm0iN0q0gLp1cHMZLFpavWqOUK1QTEuRQMg7lHO8yAUQYeWuCaOsbc9cbT3LEgQ6l1GqOSC1hAvqCnStmk9G9J9Ue876pKu1wXiHTomlZMhNxJ6+H/JsUWnuPF0Auf2+Ayt/EOhRX+mEGcaV7gyVNbG9gCnftc8fgEftvVc4mlSB+jZUB8qh96j3ezTlRMwRK77GVyhEvXyPugaAXgIanRDz8vS263OFTfyms/+tz1+v0esL3w2kXDa+IjXf/bFvbfsj22vATp+n+1zQgaP+4X7G5VivjlRd/X19Oi9oyMu/V6Cnnev1c/Xl+67+vTJnVlylrpsS0IZvfX/fhUa0eXnSFYjeT7n67svJKkVL+2c7PXJPtJ+LfLYfw8trKV9Yr35WXN1mCmFN1QsY1++d9bPtd/UqUL0+1Qr17d9dnbD+kl7b1Ftx56roszrH1UJtrEXJy+v6XgGfPrjH6OABa1Xxe/Dj/ujGv/2P/i0+/eIzpu0G2lotbf3NOeZ6vrq+//vUezUP51QumoJN/NlV0YuJIYgzW5KCl/cOrS01JeZ5ZrPZrIU+rUWaoCe7xgobVgwSKrrFPdVUnJN7MCNtEYfDkdMSGMaRaTPinGuaTsLOrUqRlrBue2htQOfzLElQ7QYEHdCUeyQ3prAJM5z2zIcT8XQinWbS6Uw8nUlLlCl5aa5b1q0xDwgYoIVqS05V7LK1tDablvT3eVeSnW6AoMFIS1ap4rIqGpZgx5F8EoAIrcnQWEX2xdzV7++ahQ3JssBmAzFSougdovv5lW3p1toupiqJp7fv2dzeiBZWSoDYw3e29avXr/jl+RfklLDOYZwjzAuYAdZnqbXAi1o+KI0bBpJ1pMbSqX4gp8z7d4/c3N4xTsLEz8uCatpJqSRx/7Qa5Uxj9kPVlVgSbvCtxdKgW9Km1rUTwrwQloAxlmEUEMhogx8cWulVxkEbg1JSJHbOYZyl1MJpFsc8bQy2dRv0eSfGyHw+s9vtWmysJYlVmvN5RqTcKsoIaz214upmGAgh4HV3o9XtnhQn5qF0TVYRG5+2G7yXfZqmkd1uKxqt80KtheU4Y1wrFlsnwuxGC8OvAV9/Gn/DQxsYBuxmy/bTT7CDZ5wGdjc3bHc7pu2IUTCMI8PgxaFSFWwt1CpmRCWK7MU0TWx3O8K8cDyeOOyP3N3es8yBmM5CArAWP06EcyCcZzY7J/OCqiw54MzQOnUSNzc7jB8BxXyehemmtWjXNqOptTPDNADaSezUc1Xd1k7VcsOcmxZtL+ir1hGkJJbpAH1KmRgXhmGkEz8SEivr2tq+ejjQXCKV1rIGd207rddCqFbuUvTPwnruYBOoixRNreu8Xtt61vWK1hhNsqDmtNasH9awqSFhql4dT6UXtC7L5dX7NFBz625RLbYTJmlJMttrbQQ8uru76AkPA85p5vOZ87gV3bgc1rn07/v4weBRtxMGQTFpwtTGOny7eM45xsHjh4GhLQbH44Hn/Z7zeUYh7lnUdlMphbEOk0R4sVbVkl/HNE6M40QFQgpQIYSFVatFKyxQa0Zrh+6oY+1kCYPRYv8qAIlY4WpjsdYzTYNYn8fEvCyUUvHeCku56SgZIxW0Jcwcnvc8PT2x2UxsNmOrUki1VWuNtRbXWstuNxuc0jw+PeH8QEURS23MI2EPGWNX+rm01InjlgJiSKSShO1jB5SEJqSUWNJCiJkUWxuA6kGQnDfRuRFUNdXCPJ857A9stluc99JyryrWCvtoFYqk6bfQQBGt1nYE01hHrutWKY22veVA9edfQDBrUNUJ80ZLa4+itRYBpcrkJuybxjqyF7G3knvVvNtGN82rlHFOAJSUxOWjIrR6ay2liNisxGHCRDJOk4IiN6R9GBzTZsIYw+F45Hg8MowD0yhOJTGKToTzYsmZ27mS44yraLkEGIDWwrZqQF8tBV3rxXEqZ3IMkIViLpV5AU+Lacy7xoBT2qwOWrUJRQKr4F1p7Si1RiSwLq1a355DIyCd847ufGi0ke3q1qaZhenmnG/A2oKqFVEcq5fcutKwmItN5gUv+jDZ+wMYL9puhIkobXYCnq2gz0vqT/8wH0NEvoW9qN6u17+Di5Z2T4IbPd1515Lojiq0XawtkL5CAy7Aw2V/pHP+Al6t+jAde3oB8PyG8X0Bvu983zUiUT/y3o997rsQpnrR+envqaVtrkLVaH2B6F4AQB8iVH0fejX9xdfVb7//ej+vQaT1XxcNK/mpvvzUdTtV/cjn2ndevrWiqiSfirJqFV2+upKzFaZNkWO+sErad/+2a6dU+44PTk27N67b8K631C3Pu3ZRZwB/e/NqdUHqm18Bn3au5B6/MMJ0p7tXoOa23e4iJ3NmyR2QknN2Aaku5+7vw/gf/4f/hLuHu/Wec9YIiFSKFIuUbsG7nDNo10RfiYr3ud/aNai+IIWgrWEYR+ISyHmRNbOIC6dS8Lx/ZhgGYWQb3VrK7Jqg1FIo6rptrAKGoiolZdE8mkbCEnj/9MT7p2fUfs/N7Q13d3fsthtcrgxGQMt4OrPESC1SzY8psX/ec39/J0lAY6+LiKsAKqW5OqaYYImQMqX97bRm0JaUF06HE4/hGWUM9599Qi7itBNzK/cYSyyVlAvFWGl3b+BCCPHS2tar4c19RQ9ewKOQRNMDxTIHYf7ljPYONU3QnGWLs7AEOuRpvRfb7J4o5UjL4sgpSmRnLUrHtc1TTsE6w3B+/8jrL75gfziRjzM5SwJmk+P58ZlPPnnNL/7q51KUUwLelJzBS1sLSmGUBOy5P58I40o1kKSmTFwC59OZEEVc9/Wre+b9gcfDkRgXSin4aUKPoyRmTbg7xRljQHuJuayxIu5uNTUmeueBUnA+n1jmmWEY2G63xJjafTpRqmgplSqFBmME5HO+uZsFcZe11rLdiqOvNYba7uFaKyEEps1EiJFpGhnHgXmemeeZYfBNLFi1WFSS5mEYWUJjjdUuiSEspyUE1OGI9/IdznucdSwhUvdHjDHc7Ha8ff+eJUaMFlmDYdxwnmeU0Xg74J0UxFO6tOn+afxNDQXDgLm7Y3r1wJc//lGzbjfsbrbc3O5EDygnEcsePVZXXBX9VqpIiYQkxAFrDdM4Mk8bYojsn5+Jn33O8Tjz+PhMzIXtzY4vfvQjvPMiL+IctUpee1iOuLLgjWj4TjtHzZHlnJih5bRaDH5iWp99rZWwP1ucoXTX2RTv3Q64d4fWXOT7FAqjWQsC1B5PiMt1SgnvhfSQSyLH1BZwhR9HWYO0FDK0ubBglb506nRmoTUjtdYGSsUWBwgILKQKMQ7SDRgqqEYQrw08avIPSlFQjRXa2rMrXJRWL4U2cQqvV10TF/bzGpnpClpMfmrVrWtFobBQCzkBCCaAUszThm7UIOe68stf/AL76jX5cKScDuKeWS9mL39fxw8Gj3JOpBQlQGxgRbfHM63a2MGIoaG8JWcK4mYW4iJpndaUkNZWMaWaqG8RfkOOAmIYk7FWqg7T6DDGMs9G1OVLp2EbtBnR2lJKWpM8i0Ybh/dCA19CErrq4HHek2vheDpLWmI1xlkcinmeAVC1MC/Cliolk2IgBtGr+eUvfsmXP/qCaeqItcY6zfF4IswLitqqfxK4HY9HEopx2uC8R2nNPC+k41naylpCmnIh1rgCKCIoCEY1FLwWam7BVEosUbR9alsAnfPc3A5st7cNGMgsMQmdsshCaawIMVqrcd4weIsfIaeF4/kAKHIWHSoB9iw5tfYyI5WrGKMEWyE19xbE4aRVPgdnGTbb1lYBOQVKFlrxNI4Yo4ghsCziVGC1xhkjVTQUVJmwaRNNblVqZ4zQSOVmaQ+6xiiFc1Yq+W1C0gjt2RhBoEsRBpX3jnEceP/4SC5VgM7mslCVIqTEsgR2tzeMRhNR5JCE9plLcyCTbfYFJpVCSbG53wgTSK9tTLVFKBeQpyfLpbnTGSP9/M5L0Le6EObY2GNZEP3StSCaUC0FYVmrhvb31kKx3uz/r2BKFaFLVRVWWzSVZC2xIH3HdIbGZb8LCAinNFcQTAP4/+4n0N462BMwrS60c93aAoUW32sZ8JtQl2//poEcV3Mc6lIhN0aBUU2fTeMGh3FG3CZLIqUFP41S5eh2yUrLWqk/vh/S5vqR39VLkPE7j5c0GVm4P3YdX7zWgKoPXOcuO9Weh/U9Ioz43fvQv/MK8FPCL3nZDtkfFnVp+bh+7WPn7yUK92I3L993DQS9PE45Pf0u+aDNC9qz/O3tSx9+Z781gclepVINQtLy+bWqp16eTzl96jc+V9cMnw8O+upjdQ0WrenAzuUZKa3aKE6n+cXzcw1/9Va3nK+eL61xSsDpFAMvgb3LkCmkRXq1UsnrPFWbw0NPjXvl8GUl8XsCaH/Ew3qHcX4tloAIZZvGpgDRuqu5ruxpoeXXFQDMDZEcBrvGCKIZiawRWjFO0p4xJGFXpBhRSjGOG/YHacHY7rZsNhPWCUPWj8KGSjFRuh5er4rn0gBtiV2ss/jBM2w2bO/uJA4KYoTiB48OhS9+9AXv3grT11jLxnliSmw3W949PWJtmzNzknVTQXXDuv6VpvuoKRiFgDTt/VRpCYshsz9VBlcglauUQ+7bqjSZJIBcFve0kjMhRGIIkDI4Q1ma/ojzGO8Zt1uOj48wB774858xPdzz7s1b5sdHSJGbn/4ZaCVaU6eTsI+agCyDE7bBZeGXbc8zqkJYFqr32O1G2tEUMAeymmUbOQtAfjwybTYiZ7CfpWBa5Po+PT7xySevL8dZK7kZ0CijQDuApn8o4tapagGzM+jtRmQhYqKcFp7LI/evX/PLn/+CL370Oc/O8Xg8iQh2qYQlyizX4oKetOawYIZRzniVFvuUKmE+8+ruvk37FZylFkPqQuRtzu/zUkpJWsi0JpbCZ5+8xhjD8Sig1qeffcKbt284H4989ZdfMW023NzeUmphPs8Mw8g0jcQQubm9ZbvbcjqdSSlze3fL22/eip4cre2nync7K4YvIQi4aY0B56j1JIXvKsU4ozVhCbz55g3Giq5lVaxFUMaJYbNB58wyBfw4cHd3K0y7lHh8fPrbmWD+Pg/n0Nstw90d9w/37HY7rNU8vLpjd7Nlu9swjg5KaS2QBRvfQYrNF6AKYzPnNfbViPkDtfL+zTueP3nmeX/gm6/fEkLk7tUDD/cPWO+4v7vj8fktISwYLflJDGeClnyl1l83R0yHHxwxJA5FMc9BhPtbl0XPMbOVmFDr3tYpMho5trLvVc6Ym8GN0VoA8dbf1d21c8os88Lgpd1WK03RXWQ74NxCyhU/DKBEWLslGqxF0qscqNZKipF5XghhgfZcifnCIOtS0zXsDKS1gEWRokcHzJHI8YWBhtIorLBem0bkRb+V9vyCypculTWuapQkyclE+w8s1RSsU0jM2Tp/XHcrFfbtg3vNp59/gXWG/f7A/O6R9PTUHDaXv427+A92/HDmURYNH2OEXaK1WXuQwxLIOVFVJcZITlGSrNIV2qvof5TC/nnP7XZHLdLnLwUZ6U+XydiC0ixLZJ7fc39/z6vXr7l/uGeZz5zOR0II0tepNUqLo0dMAZQ4qmll8H7ATxPD4FFKqhan08zxcY91hlevH9hspUJxPJ2YTzO6OUjlEAlhblWCrsUgbWFPzbkhpcwwwOAHNpsNzjl+/YtfczqfOTwf8Ea0Z87LjDJite4HR0WRF0F/X796TS6ZeYmcjifOR6nKlFrYbDZsNxtU6SGQIWstYIWKazVXKicTr15/wjAOpFI5nxdCjISYoarGABJAq+RAyhWVCiqIKPYSZ5bz0trhZCKqaKzz7HZbnBkppXA+ncipUKoik4ABbw12GNbgv5ZKXGZqrXzy6gGtNzKpJQEfU5Teftv6zntcFUIAwI8DrlxaG4bJc7O7RSEB2vkkoJsIgYtouvOixbScF1JzjokxMJ8D58MeqEybgdu7Hbvdlm++/obT6Uih4saJJSRys+wsVA7PJ6btQKmVmCJhmdf9M0YJBbOKGHkqCW8tm2mEWpjnRIkJVcA4i3cKZfw6IaomDJpbBcqNI7e3N/jBg1KknAgxMB/PpJxIXe+os/6qaFNoUzF0FFxsNrWR1jVpNYBCEYc9XVv/fqOuZmn1817o/WI1mi9VawVVfnFp9VRdmLuzpf4w3NYu7Tmtkqrt2qagtV0hr98Mdcmy1cX4Sg3U2jRnuCTtlyFbzRncIE5VMgpaV5wz6/ql2+L44fiQffTha7/r6G10dCDwN23zOqn5ELRYqSC9OqS+/bsO5nwMV/rOHbzcy+pKo6i3VaygUO2A22/Y/8uJaz+3P5R6iRWtzmnfsZNVGJGie3cJcGTTHZxp91lVv/U6dVBTgEABLtWVvtH16C2V9ep41u2/ANM++Nz1ca/f2zdRG3PUNjAmXYnKy6eVMmgqueb1NSlQFELOWNVYSVXaSj48Zm2cVO1e7FGDhAry/KxV0i7i3QGiC+RU+/nq762XCyfBJYhdkwSa/6YMOwzY0ZOWSAn10gpw9Rz2uSc3LTfVH2ct+g62QkiFmiOJrmVohbWkNbkxlqz11CI6RTkljBWG6vl8w/G45/279zw+PuG9Y/CeIQBKMU0j1jZTlCyOUaUKmOucJ5dCiEkYws7x6uGBu/sbjsczz897/pu/+O/48tVrfAOmpnHAOInHUkq8+eYbcm2solJb0iEC7IfjHqsVW6tlLWIBZrQNlBh5/+49y2leiyqbyTH4ypv3kVxEy6Ozer134AbiuZKVgPhSpBMDDbGXyxdnZttMWqq0LZGlhX9ZAmOpbHdbvtEWisINnv1+T3h6pp7OEIXZwqefs73dMv/6G/LxwOqU6kewli//4T/gHAIxRJyzJGit6UVa2yTjk2JDlu/c7XaEkEkhrQWSsEhc8urTz3h6fCQ2G27jPaBWExJvLFCozpK8hP8pJGqqoK1g/jHBaWHZLrz75h2vXz+IftNmgvkEJZNPJ9F5AoouKKvBDwyTuAPrtlaWLM+uyFJkVBPyDiGIaYjRBF3YvdrJ6yWKS6DKxJKwWnQip81WWBxKpAlub7f8+ptf8/7xjJ82+MYaV0Wxu7nl4f4OlOGf/NN/Qs6Jx/ePnE9npmniq69+wXa747PPP2N3s5OiYyvqDMNAWiI5JlLMDINhM0ykTeC0BNBifmKMIeXIeX9GGcvt3S3WiDNwbyUap5F8PrHdbvHei1h3PhOjxPl/Gn/DYxhw2y272x03tzt2NzuUroyjMNGGNs95J1ImtSSMnkgU0jyznGfC+YyqIhL9/PTMm6+/4fnpCdU0i/7yL38OSK5YYubwuOe/+2//e27v77i9u0NVjTOeEBeen95Rc+ZmO3H/cMf5HEhZRK29dU377D2//tWveXx8opTMw+sv+If/3j8lh8g5JKyzuGY6ZI2hKinI5BTIKRGTsPK8FSmVXoDskgqYurbDOeub/luSsmrLw2UNVsQYMG5YpUikMAHUKvpMpra2VPutOuGlda7ijSWriPGuLfRl1bQrpUjbfvucoWJU05qjx1uAVk27Fqq26FoQKe+rQlctlKrJqWKcMKNUFUMc0YUVoKgPYw3DaHAWrI0Ya7jZ3bZW2oH57NkfDwzecXt7y+kUxW3TDxDmv6Gb9o9n/GDwyFqHs9KOkUuhhoB3lnme2R8O4jimpHUNmoWvqg3Ns0zThHOe7XZLngVwCjESkwAcwzhhW88/GDaNcjpNE34YpMfYGIZxQGmxIx/8wP4Qsdby+PgoixTNeQzFco6EIK4OKPDes9lMjNPA9nbL4D0uBrTRDM6jSpXe6BgYpwHfemFzirx/98jh3ZHPv/yCm5sduWSenveUkvHecT6fOR5OnI4nKhnrDEPKaOuwfiDmRJ0XaOwZa20TlcxSQSuJWhOlREpOlGSo1RHivJ7D2oXLQDShnMPagc1mx+3dPafTmTdv3orKv3erIJyI+M6oYkhpwRhFUR7jLQqDwuGHLdPWcDwcOZ9OqKpwxrPZbKF65nMgxEQtiJ4OGl01RntJlpGKl1AXHdoJki4i2RIgzqcZVGEzThglgtfneGZZilCdvcNi0daszDLnHbZV9mppoEdrjVMtg19OJ2quoJoIoxGgZJkjxmoG6xgGcTw7Ho+kJAFMQbQmrHOkXHj3+MTrTz9pLC1HOS2AwbqBcpbrMG1GDvsDXSkop0SqhdOprnm0EAgSKUlbznKa0Uq3tkK1Iu1C61Qs89zycEUIIiqvjZZgtrWwdYvz7kfVWRoNi7o4HikljgmVplsFOINtVNiSMylEbKOXF1OxOpFUp4BKhpKVEjFzfRGqu8pOqVeT8d/1kOPXLzRDRCT8ktxea6f0ygVcqhxai6XwRxktHxuqYyqyMJVa0LX1iBug9h510VVoXyZ8uqtkvF6dU/gO1hHwcejhJbixvrcWyF1vY33jy7+B5st+/SX9j34TX32u/fFdgNQ1YPMbRi3dle5a24a/HhjZBc87KwkkaCj6xbl9sR+/gXF10clCqmvUC/DRtvP7IMUoo1YmzrqH18DRxz5zDTq2fVa93bWCiORyAeiMAQwlR8oKEF+2ZY1dn4FSr+8yYSzqNg9DB5+LgLKtoPLimte6Xt9e0e+n7IIJdfbVFdNR5QYyXdTXvgVWac1/8j//j/jxn33G//U/+39+vxP8BzyUs2jvpKJNOz9d3L2XVJWsZaRmWqBye73NGaribdPJI1GLpqiLnhTKiHZi6taBAIqwiIbjNI2c5zO6Chi02WyYk6LOEstpwBrbVxxUVRijOJzPTVdPN11AvbbIV4Ukz0XcYr9585a3797z+Y9+xN3DPSEkYkyMm4mpyRAcng9yLN4y4LBG1uyUAss5ssTAkAOTNbAocl7AFB73i4Bd3lOyIpZMQQpUuYqgckXYvTS9RLRa9b64Yt11Qf4V2VSaWhVhmeXcD6Mc9+nMOIyiqYKww3II4qgmGZI8u63y/3KeaddNa3GpQ0lLW668/smPefsX/620gqmmedXApPrpZ6Rceff+GW0d3ri1nWTaTDw+PvLTn/2Yf3U6Es4zxjqsc8SEuPY10WmqQlWPGrfEFFq8LOBURaGmCW0N57fv2Xw58a//u79ku9vyZ//WT/nqv/kLcYXKEes2GD+szHA/eLbbjTB09EXioiJ6VTEmYeLGxDLP5JKaXhGrVkpKab0uojdpubnbMk6eN9+8wTnH69cPwkyaAylFvvjyC2opnM9nUpIWpCUEHh4emOdArQU/jLz6xHPYHxjGDbf3wkZSurUfKri52ZGWIz//q6/E9XAYQEmLnULxyf0Dyjrm+UxYFrQ2K+PpfJqpSNtOasDTXM/MhwOvPnnFw8MdtRSOxxPzHNhsNn9TU8qfBoBzqO2G6e6Wh4d77u8fuLm7gZrZ7LbC5hkHnLc9aJbn1Tj8MK2ux+kc2B+e2Y7junh5P7AdN/z6V1/TJVaUsaQ5c3y/Z0mFFKQo5r1ljjM1Jbx1zDEyz5FwDmx3E5WBeZk5nU545zg8H3l6fOLdm8cGbCvubv+/fPbZp/jxc4hJmKZToW6cPGON0eOdk+ei/SygtzBMdWsZFdmLws3NBj/ccDydGxGghfVaMW12a6dHyXI/K22kg9caeZ5rB4flWXWq0hvfS+mtx+oSU5SCanqtlwJRa4XRF/CoNlHsWi/urt0866KlKOtRuV4jW5xBc9jtLPWqe1zV2JhloTONKg6lhHEGNIfqjeSKg2McPX5y7J8/53y6weiR99OW568tx8PT3/gt/Ic+fjB45LzHD77Z+s0sSXpBc9O2GRrAs9luyEn6t0vJzK3dKwQBacZpwI2OGDMhZhGF1oZp3DAMGwl4rtbblDJv375viZosLMLgkYqoMRa05eHhVbtpIadKTJkYE6UU5jngB89mu2GYRlIKfP3rN5SSGUbPMHpu73bc7XYsIVBiwhorPdu1sCwLt7c3vP7kTtwWNiNKKWKK5FQ4xZllDm3BlH5pY6X32VpLpTIvM3UOXJzdDL/++lcotLBZtGIzDTijiGFB60JZzszhJG1pVip2sS2yxjuGcWIYNljr2B/2HI8zp9MZaTMbsc5JOB4DIUVe3d8Qo9AXrbWAJsbK6SgOYc5VqA5nt+1YLCEUVNPZcc62fbFke7FeXQniWnrs3WCZNgPH/Z55XhBgKTarbpmsVpvvXDFIi4W49zXBN6QSmxOcT81yWglF31lNLhVVpY0nN62iSqYa0eHIKZPCmZii9OWWLMy104Hn5z3DMK7CpKUqjHaM3jBtt5jWBrmEyLIEYkqgRaMpp7qKiaMU1npsK7pLzNkR/yptKsiEd82OUEjiaIwIpHvnhP6ZkvQ9h7hOwBLvqrVCL+dHWHu1Jd0dONGYVlWtlJKQXmBJ2DsFt7MDa4FxNGw3I4O3HJ+PhPMivc2AUaKPQK5rlUNVuV5QxTr4D2BoJRbLpQpjYlBm1YKptbQkvHtRyfgYUHGBBdZ3NZp/fZHIK67feNGMEdZdluuuFVWVqy216fYDwEKjEDfjuv78cqdaq2RHqpDdkY531ZLyliyuoMlHDuZDhs6Lw2yuQp3ue7Eme3EuLv+8RgI+9t4PP3oFWrV9fckGenHAL19THfK7anXrx1Y/OJ6XF+blue7ft/6qfvC2ur5+EVdvfynWpBl4AfZ8nyEaQNdtd+3vVSj68lXXDDXVDrS3SGrVgL6iXnzmxaUx7VqWyzFdwBoBWK/b1K63cwEcWEE4cTIVTT3JtaXQcxHpLB9gR/1a9bmKF99XyetzsabsBmy1zcWyb0d+a7QUHlSV53v0lsH/Tl4ff3BD6qfN1MO086SksEADpbVquoNWAGrRNSoNaGusU2VIIbfgukgxSDfWZZVrrmxzKV0BUHEdrTXx2WefCYs2RmIq3N7vUEXcX3syrJWm+3IoFNuNOM5qo9FW+K85BHLITUBZYZXBa8vpdGR3ewsKjsejkHiUrH2ffvIJh8OB0/lErRnIjQUgber9WdcIKJlaTKea2HVntizLQooQgjBA5yDzvTGTtGVkTZoz3gzMIaxsk8tkovlg4llJmXUJ4D3aeZZYWOaFzWaDngZKnOR8ptxK831bUIsUSC823NIqJ8JfhXmeGTcb0TSZaS5qUbZjhTFIblXz88z7b96h0U1XT5rIU0wSc08bfv2Lr6WwZ8VhLsUKZDRVNK5o39HYBZ0JuJlGlmb04AexHt8/HzgdjiiluLu75f6TT5gPT7x/84707pEUIxgrGiRVzIiW8ywGKaqzKEU/KOdEKpESEiEs5CSAnrRXChspF7muoqMmTk3TNJFz4rDfk5LITpyOJx4fHzns97z65DUP9/eA4vC8Z78/YLVjs9milOKbX39NKYXdzY6H1w/ikDV4trsbjJVkOyZxbitFCny1aWmWWlcGhdZ6dUde5jM5JswgupG1Vo6HA0+PT9KuuQRKCKgQ+Pwf/Iyf/ewn5Jh5+/Ydx8NRgLTw97vl5W9sKAX3dwx3D3zyxed8+vkn3N3fiQGRUmx3O3G7m4ZVILtSRKSdirGOnGUODEsm1Uoulef9ntPpLCAIUsTeP+/xPuFHYdv1YPz0fGDvn0g1sNtNAlT5gbAsbMeJ7TTijGE+zZQWy4xO8pBlidzsbomxG/woTucTIUXyvKARp+66KFIspCwum8YYNlMDSFqbay0FSsGYDF4K1gJUC8hpbCEuSfKaxparRZEbecJ5D7mSya0YLyydilkdCUuFXCqRtAJOxlpyFiZUrZWlxTO+l6VbobR2B8xerKuAllrf6hKHglKaA2N7HxL79uiI0otNqukgS75TyHQn2662cG3SAhF0QrmKs6BLJWVLxXf/A5SCVw+vmDcblBoYhgld4fj0BIf3UI5/a7f2H9r44W1rKpN1loReQcxxvcmnzYZhFBFqrTVv37zhfD6vbhCh9Y+ezyfRZqlOqpYolDF4rylVgCLp2xd717AsnOeZc1jQSlqUlKYJLYtWjB1uqAX+7Kc/YZomUBrnNVPTOVGN7tpRz2VZOM0nwhIxRoSMcxVdI5q+jG3MgByk1SqGgLWGzz77jNPxhPPiaDXUgWVe2B/2hBDR2uLdgLIVbUUTJ5bUaHwSWGhT28mXB6CkxubR8pAYXalGHiKta1vwW5uQ0uRasc4yjBPjtMG7ATDkEBsdb4QqzBlxKklSDdxsqKqueUUq0romNr2iiySAnLQP6lqpuTKfhaZoncN623RlEDaFluNoxTYBMZyAcdM4UnMhNccCqzXOipB2zrVZ1ksvq7CObNNqimLjqg26GHIWQWoRLJS2EuMNvp0/oUFmVBEGT60Z5x0USDk2DadIyYZa28TXep2Ndfhpwo0TWhtijux2twIYLQsxJlLKqzZVRZFTFypHKnpazpXS5QJRtHmq9Cq86r24nTHUZeBq61dOxFaRTY29pa19kUurdrwxhjYjCqCglDCY6PBBny0bgHKdDOvmblc6hXyRe1MpcRkwDYhL7b5frYR7Atius9K/vXXnb2/IMdUqAbUAQ3I+aquWr8CRunxGqUvV47sRkN701v9sVar+9ipJQk9EamsVlPfVCwahuoPFZfEsShKgTg3OLZDutqewLpFXwIe+2qsP9v1qn/q/a23buAIuv4U4fJA0XUAd9XEg6uXp+Y4XPtynF4gPKGn/qqonbVdg1DWwsS741+Pqvd+5Q9cn4bv3/xo46lWuF4DY+tmLW5Ccmt+EHqkWAKn+U3NRAmj069IBNN3mhrbhen387cvr9SX72MHIz6VyAXbVZb64bIsLOewF4vPBHdCqfJTeAi7zTOXltrXSlAYI1qvPQmtHbHRxVTXSYBsltW7B7Ut7dqDolbWkmgCmsIgb6JFlrSr1N537P55RShV9B6WozeGmosTZXF/NMV0/j9bGVxOiAloaGGFJKTeNN2ld01W/WDfU9X1dBAwCJQ65WjTYqm3aVIUWQ4m4a46ZnBOxuYBSK+MoGjqlinC2mFuwuluWCtZZbm92GKWYl5l3799zc3Mj1fpWYMlZgCLv7LpulSTtS9VarIKcIzadYD5xPJ+F3aIU3jnGwa6nocpkJwztIuKrwvA0Ip5dpZ295rafplJTaboJyEaaQEjHUGvOkBbwHuMsOQTKEhqgMLHkxmovDcjTHRRu1zjGi16bEuc2rIWcCUvk7tXARm/Yqz3HvWhOro4+neGpDTVl3r99xziMnMOytuqVknHOrfqRwzAImNYKmd2ht7vdlpoppVXqq2bcjMQUKEhro7V+FSbfTBMpJ1TNlCrXpOz3wuwwht6aVqu0mqSY8OPQ9l3+uEgZFFLJxJSEQa0EDE4xk1w3AumHrNcOh3Hasd/v6eD2PM+8ffMOpRTHw4HT8SRMhFJaDFA5HU8si+bu7pYQAnGJxCURlsT93T3WOOqaa9SW8BbODSCgikRHrIEQohiQILo13jlxx4oiMrxUODwfOB5P4mxcocQEOTYDG7PqhaWeUC9/anv5Gxneo7Zb/M2Ozc2OzXbLbrdls5UOk9vbLdM04AfX8ghh15RScEo0eIuxaCP5j/MDw7Rh//5dc5Q2WFdXMevj4dAc/YR56Z0hZ0UKkdM+Q07Ypv/rrcV4yzROQBGXv7a+iR7wzDiNrQ1SitPWO6x1PD0GSn2L1prXn37K5OUZM1LXJaVCyo6Kp9d2awVVpI1tZeRTiaVyPs2gBHgW50spLmijpfisjOSCqaBqRlctWnOliesrI3lHi60zrdVcSS5vraVo3TSdWntslGL4mon0NfxCUl7XeVDrGl+rRunGIFdFiEU5oU1zol5jnIqqrXDW4wW6XETPuZr2aUUKMAieUNDoDG7SKGvRqaIcFFOltdU7ShayR4yBp6fPOBpNPaqmf/SH04HxtzV+OHikpR+5VhFqrFqRcmbajIzDwDiIe9nxcCTMgWWZV7eymhIpBkIXzlKj0AOb8DYtkaJIe0CKkbAsom2UM+F4kKDWamrNsgi2xUf7HdM4MQwD02aLtY5hGNlutky7rfS4DiMhBvb7PfE5CRK93eC8IZVMiAv7w8xpvyenzGYc2d3sxBWrifh5b9nuNiLIbAzj6FsFTPP+/XsBy1B4P4AtoDIlN3ePCgqzIpo9FJzGgTgLMyuXBEWEknMMWCNWqL1lQuThJSgcp4nddofzTdQsK/wwiCW7ks9UKiEGmaiM4eb2hrAciTnJIgdNjEyhjbQCGmNW3RcN5CoCglrRHDREfDFlqUDrRou8gBMa0yxNa4HNZkOKkRxjU+uHuAROJ1lslZLPaNPEhxV0wejuvFJb0CGMGtuc2RoCDk1YTZhAIczEtDBkj7PSWqFUIedAqR5rLX4ceP3pa/wwgTJs726ZNluUNiwxst3dkLM4KNQWgEq7QBPvzjTHAbBWNxG9pj5Z8+X69sCpyr2glTCXtOkiznLOUgrkJH3GKQsTT1zZWJP+a2HoGAPdi6tXrVVznZL3QO99UA1Y0fpi7al1mzRzYVkiy7yION844q0j6EUqcLmIMKlp1HbVWDwdpPkDyuFW69Jr4KhewJ6eOK3wxfryB2DQ9Tbpp//iJnWdt/efa5vT1spG7dTdIv3aSlGbGHTzHZSfm7i0RjWcQRwGnfmQFXUNplxhCysw9bE9/wCA+Nhb+ugORx/5rm8BKd8Ccj7Yz/V8fQgKffjRfj0UcKEpX/b9NwFE3zU+Bvq0H/pF5zpIuXyua8e9OJm1fvzUKVrh4xoQ61sSplpteaQArlLw0O1ezCsS1ACpbuVd1MfJWEq92I/a9u0aGFJ0h7Paj6jpmH/7einWPL2dmqv97+wjDarotu9N+6uL/q8sMN2+p7T97o515Qq8kntcVUNRoVm9y8dLA8Yk+Zdk9oJzNrYdF+p7137rLpR/7CPX2grWcg/UltR3eLjStRYbGFc7cBQbYJ3prVdSHJP1UDVAtoXN8q8G0skZ7c+mFKRKY6oKu86Qs1wj7bS4s2rRBsopk6M4mM3zwjAOGBqIgBSOsJenV1vD5maL9Z75V78Stu84MvT2YFpRzCiG1j6fcyKGTAyBkgMYQwiBTZ7JcWaZIzFkAWKQxCzFSs4KXQtGSRKU+6OppFIdi7BbUk6UVFDWivh40VcPnLCbRSRWQSnUGFYwqIYF5jM1iLuQ946URtFu7JtQ/XmW+aSm5qxWkdeN2LcTE2lZBACbJmIIvP/6jdDwGkC3gsuNoX163vPFz16zvI/EFJvBhaLmIkychwcAMSNBdJC07jYXbVQB1SSuEeewFKMcr2oaT90gpBZh9VOIcZFrsj/Cp5/ghlFYDrXSmYk9diyltwOK+6zzIhcQUySXtLIWKRCCSE5YZ9dilNbCxi614v1ADO+FJVJhWQLzPLPb3XA6Hnh89x7f9DZLLwwfj/hh5PXr16t7cZgDNVe2m+1aBLNGnPOEaa2EaYJqQJtehYVzKaJPWWnOhGdO5zPBeYwToC4nSWi1c1TvMKOjlsphfxRmS04rqzXFxJ/G73loBeOA24jGrXUWbUSQ+ma3ww+W7W7L4K1oqhlZXRJiXGNWoEGYoB08mkrh+GSwTuzoa6krC+4YzlL8bi2k/b4N8wJZtJC8da31V57DHJPIrbR5srtGn05nxu2E0bDd3sgz0tyonx4XUjqhjGacNg3cMivDKMSAWTQpK3LthRmFU4ZUIOTGdmzzRQyRYfQArYgJOuvW2aNXt03JOcXRTKtCLi1Ha3OFqmv0JtvSsmobZ7FVOlusMU33uDQCf5uL6kt3W9mXSrVCGrgU3UGVglKit1eFLolSuqlCXBVFBE2X+pv6QOShF6JaLHiJknqsKgLaVWuqETdRXRxuM5GKYtwIK2t7vGF7e0NRcCbLOpykHe7v0/jB4JFqrTcxitiztQ5lDTc3NwxuoKbM8fHIN19/A1S89tLG0dtgrCEbCS6Vn7DGrQGiBEYR1yoaugSMT2wGwzRtefO19MZrb6QNvEol9Hg48bh/5OF25Ku/+tegLMMwsru95fXDA5/oz5hGx+ANxnoqI1onttGhrQT6y7Kgz5lTWHh+2ku1YtrgvcNuNitYYa2mFNEaUoiujLWGaCPLHDkeT4xedJq0MVQ0xVZq6k1dTYfF9ASj4Iwnabl5cxbr1rgsxHnGe4NWAoxcFjARa5s2W+njRbPMidSYOboDPFqLgNpB+v6NNuxudjylE7roDtCK0KWxDNONMMKUaYh0EpFtmzBFr+5xSjUBxBRR1mCUw+grpoQSS9iSC6f5xO3tDcpKIrAGwQ11DzFijThY5BQpVqj2xgjYIaLH7daomSXMpNSvhQSJtUKKeRW+zDmS00LSBWMGnNOULKLXKYtQ6G2zEV5i4jBHtrsdwzgBBuMzRju8nzjninEe33Q9QkikFLDDwGa3xTsJTHISLZGa1Fo+65NTpQXmqqJ0Ffqns6uGSM6J0CoA3V1AIUFfb/1EdStwCfizUAwEdlByjl6I+K4JJCugIi5xkgxrLYtALUjVYwmijeU8xomjnWooRUVascTlC9FGqO0ZNX846FFv4VItAABWAE0WzdZKsH5AXSFI6xZejBV/UB/8/MH3XnKD/lw3Wq5qe2IUtSaUanpXV3dHb0DrzJzvReZSH/nhxaJ8DW58n/ERxEJ9e7svcJLv2tGu6FuvFab613wACq1gW7tuv08mm1Ivv+/Fputa2dKqA0cf+/6Pn8MueP+bTq9qujO5AXPf2tLV171kCH1wDOuuX22kdicS6HelurqPf/u4cKg+9r3dsUlp0XxZGcIrI0lapjoxQqGpzfVr3YfVzvZyoiRlleQRIwBCzl1A8/LdF7Hwto9VdFNyFn1AceL84x63rx9A69Xu4EI9kzVZNeH9riahKw04Sk0fMVJrszSvzV0NhV51Hq6qrfWik9fnmNpVTtfHXLdbrKzgR6niuKMnaZXKMRHnSAyReRE3tYownH0rAOZaiI3lrZA2hq333CwPPD4+cTgcSSljmwnDzc2WOp+paJpxJTVF5hwhV2ZgnmecTtQkLrOlMfeWJaGNR3epACrWKBSGYwhY71BVkUphThGlYV4WUmmtfUZYIbVUaTuTsy/i0SDAUQ6wuYFaSM9PUCs57YhLbO3mqd2zfc1p11IbjLOk3qK0VpQa06kWyvmMKhVnrehCxgDWrDqHclBaXlOiQ7XbbjgcTsRlEdaAtXJdQuTzTz+DAamKlypt8c2UJEV5XkVAXeKsirDNh3FqBdJIDW2e14b3b99yc38v11mJFIPynjoOeO9ZliCwtZGC3jgM0oYWhQGfs2xzt9uyzAshzJDrGk9Txc3vcj8I2995j3OelJPMMQ28Tu04nXWM08iyzByOe4Yc14T3fD7z/O4ddw+fsMyzMN2s2IYPgxeQNQvzbhiFZXU6z9jXnuo9URu81uhKkxDIFCCEhVIK4zDinWf/vCeGsJ5fqix92lrG3Q2brbBD3r15t+qhdvb8x2fdP42/1tAaNhOb3ZZhHHFNH1es5vV6z5nm6ixSGxVdZJ4stPu1gyYotBUwaLuZGHobaa0sSxBgyjfL95LIJUvXyWA5z2fqXDgrYV8qYHAGo+BUEl/86HOMscJea67VJRVOxzODG8U4R+uVRDGfz61VV/P27VtiygybUZgwrahCbaSLBtBqBXbwpKo4LpFYKs5ITlUQmQ60EBGkrVSkQ8ZWtFbatAKP5GsV6RbBXOm6cqUSJ0kLioKyBtV0j3Kt5JKxDZjuxj/dzTDnzlpqLtUFnL8K3VSl0HWcEBHsZgahkHVLptYW0ZQqwJFuGm7XuHkVnEFdkR1q/1OSJdEsbWuh1hrtBwoZ6xV+LAyj6C/fG0uIC2kJ0Egff5/GDwePVNMTykVcqqzj5vaWzXYLRXFeEnOI5JyZphGlYZnPVKVxfsAPlpITh/1RaMQqi/1gC3RyyszLjFFSDbq9uWV3swMqp+OZrDLTNGGsxXvPOHpCzPzim2cRrXZCrzW24FQWYavyK7bjz3h8exLNF2PwzjNaK/aI+wPzOVByQeeKUwo7eG52IylG3r15S0WEtq01/OW//pUwTYBxGLi9vxM70O0Dx2PieDxhnGFyA8ZUrDuDEn2eFAsxS1sSVZxTjocDtWSs0dgWhMRaWJaZ+ZwIy4niDamK6GUtms2mW86PhFAIceZ0PHM+Lyhj2Gwm7u5vARFSkyBBAro//7d/SgqJ83nhfFpY5iDtCVqe2DlUrPEMwyhgNZVxiFSE6RViFPBPSeVm9GLNGlOglIwqmuo1cZFedQUiVtke3FpEPNFZx7JIpU+qqomaZXK3g2t5ktCiYxSavjWWWmRyrFmmLQlQEtTW/ugMzgkDzjmh459KZl5Ed8k5i3XCTJu2txzPT7x7856qntDWobUhlXdo65jPC95Z/GjEivZ0IsTMbmd5/fqBYRwIYeb58XGtpOZipQ2xuQbVFTSUvmHbWFmdui9VeJnCnBcL7N67ezwcWjtaa3Eo0l7m2vNR0KgG6nVxaIUEZR2EkiS1gpKEr1cLpFWmLwSVGCKH/V7aCosAmatTVK1AIicECNaZYgy2ut9t5vk9jjVoV0Wq5cp8gFn0Ze7lK9D0X9rCo1bg6TIqqTEBmjbX2v7W9YZaWq8MtcSVZSRvESCWqgVUBKpTTbMGdJOG6UwDuVM+AuJ863iltaLTe1f21OUNVwDS5d76jS2GHQX42Osvztr3DHo7ENQ//wH7pet4rddG62+/7wpj+q1j3f8G763fnTu6QWcq9DDD9O/sX9Yd3a73W8FVw/y3juM7Dv5ybPUCTl2fO9W/57ecT6mO9vtb/rhoJ/3uo9/rtZoGzDdbbyVMRmqlqEx1BVNGQDX2z9UxNB2nNchrAPuqc6QWUBmlO3AkrJmLuHvbUOXFedX6+nm9anvp82nNiCmC/qNmIP3P/rf/K9GmaZXUmktjiUnVuOQkd6suQKJgRFimRCDIelkSdQXTxlW8/6JdpejCy+pa2HwFdvW6FnSWpEa3Nt/21uZyI+wSaW+wpXLrB/b7A8tywg2eaTPhpwkK5BqliJMz5Irzjh/9+AuUhp//1S+x1nJ/f8fDwwPGafIxo0puTLmM1ZJsUSspBJbzied8Jp9PnA5nUqrYprMUcyY3rQ5xAh5IuWldAspW0ZSrFaMt3nliLWubICgBbUigRDsTpZr7WoVpJ2Ll87OckGHDXGD//MTnX37J4/tH5nOg+lFc1nJrSbIGZy2pu1QaMRQhLJfrcDwz7w9o54SN0pioWC02ngWwSloUi2xDKc12uyEeT8xhoSrNeT7jvSfE2OrobQ3QXcy8STMUib9KrWQNNWdizNiVTWAEVGruizVFNJVffvUV2hY++fwLMpV5DhxOe6Zhg8ESUyIuAabS7qtLQcAY6SzQNqCMbqx92/RQC1Y7xmESh7iquL3bcXOzEzF2bygp88knrzmfTszzjDaGzz//XKbXu3uW87x2BuSUOB72qDmgjbRKTtsRjSPXjPWa49MehWI+G6IWhr7RWthaZ3HuC0qccJeYqM5hB8/z8cjDp5+gnUM3llSpVeLIzcDpeCSmiEPE4h8e7glhYf/4LCyVw5EYI34YsO7vPm76N2poBYNHTRObaWS7mRiHEef9Kiov7bwX0AGAlW0MuWpK1YAF7cFWdMkUU9jd3lBik1A5z4QUuX99z92rO477M/MchLytFSEubLYTh/2eSmX//omyLGw2A9YoSgxQpLOil3ByFQmPisE6jzaemFJrRTakeBZh7KI5HY+gNWMDTJVSKOcF6CmpFc+TkHi9xVkvbKFaCFERkiZFzfPbo1jJFHGZrFXBEgTUyjBtJwGZSmOVFgip4pQQGFQDi7TRrTwkcazq7de6MWuLuLdm1drOy+X/XEwT2C5iMKPkeyS01e16sRZoS62to7dQjMi7dKOUFcSqrQW2qAuyBSsz8YWeJayFKK0NShvRV2rfrZVmGUfUnQDXg5fc7rA/8s2bNxizIZsdVR242HT+/Rg/vG2tVf9oPcnGO5y1xFgoMRFDkEXaWWm96Tao7YKVXEVnxxo2240k/PQ2cQVZKLNZa4zRpFKZl8j5fObd41Nr9bH4EbSxlKoZJs/DK493hn/5L/8l59OJm9sdN3d3WKf51Tdv+fWbtxyPB5Z5oVYYBs/u5hatNafTLKJ4DeAa/A5rLafTjDaXoLqUIj3+RVrlxOFh4XiaeXp85nw68+rVK8ZxJAapzvntxMPNK8I8czg+Y1XFUEklQkn4wXMM0r+vay8sZjSFcRrQbKT1yt2QCyQtwffN7hbHhq+/esf5LLaf0zRx/3APRQLrV7uJ4/FImY+U85HtZgvA3f2doNjmSMqVsIjApXdDSwiC2FkOjpKTVIv1yLKcOJ8PlJywxjBOI+O0ZRyG5uRWpUpjiqjy58w8zxytYxoHrNHN/Wwm54L3DXhqcZW2khDHGNBFJvwu8pxLwRjF9mYihrw6/tTerlYLaINzGmNGlO6UTBHSrDWjgBAC79694/n5wPF05sc/+Rn740xIhWGzZdruyKVwmiPPT8/ce7i93aKUFrbbSnE0jJsdNzcbjgct4JE2kroWqeqW3ooBKNPA0ZwJVSic1maxujQaP3h8rWjnmoA3oFRLpFoFLCVU6kKU8jx10FVrERu31khSrMwHObdUsPtEWdq5K0VAzGEUi9rD80ES68ZU6gKlrvcX68Y2KHK/lu/rSvY3OHoirJS5LDRFtVi4rx7CoBCcRVrvSi7NhUIApIIsMFqp1sal2sLUBZSvvvOaNkLF1nOzOG/7oTRNAfcFE6oiVWdVBDTtSXFGrOFFaPsK8Olsk/VY+w+ZFyvjx05KvYhol1btfplQXr1Xe5l8XoA3v0N19EO2Eh8HXC77cTmH6PUiNBBi3cJvH7YHEQBNf6prgun+7wYmNVaBqvXlvl3v0/c49gsA9APHCi6+/A7Bt9THt/kBo1BeuoBlgr8kmmcXooPWQJr2OfnZtMTwcnK7eHlninTwU2qIXZ+oC/BLwKvVRddGqUitcWXI9P9eMMkaE/OlS1xdwU0BoATQkHChi2D2duS2u7pglOZ/9E//EV/+5DX/5//T/+WHn/8/kLFRwpQpNZNrJdHOSRYQxSAaLoZmCpEXalkEpC6RUpOwXasilhspiliH0QPGeGlfRxgba5BVEaCqa26psjJWVdOMK5UGyokeUik9fFOyxnrIymCdZWyC0BWpxud6eYYubUxt/TqeuLm95Wd/bkXDRoOxisf3jwzOUVKBkig5Qs2Mg8cirQFWK05PZ+b9nvN5lngzZ8JcCCFjjKNUiRe1BZorUEitIqxEU8poi3WFfDphvcQIko2IHICIiLTWQN3axXJqVtTy/KAt290Nn3/xBUZrng8HjocT9XwU8AiNGkfG1w+c90d4/wjjIFpHOUqLQ85idZ8WTqcjxTtxdOvg0jA1kEnJrqHBiwPbYb/n5uaWsATmLHN2XgJ2s+Hw+MTNzQ2bzZaQMqfQjFW0WMsLgNQKFLVAjCxKU7GrZBNKmONoIGSW80J1iiVl3r55w7//H/z7/PN/9l+S4l5Yb63AVBDnXD94znkm5VkKjNairbhSGS3tIEYLEyTlLEBfiCwhNMazFHVSygzDwO7hgfP5LELsg7z+9PTMOHqRxCiF0lhVKUo3xD/8D/4p8zyzLDNhWVBKcdgf+OrnvwAq9w/31HqiIqz77W7LHJqWltYYJfe+1obSxP07GzOnKC01WnM6nthsJtIibaTbYUJpzXw+Aw8455t8Q6HMgRoW8naD7/fen8Zff3iL3m0ZP33N69evuL/fYvyGcRoYBtfacOUadpCxaGkj0/3+KVK6K8qs/6Mtyg2YWqlRwD5dMq44tnXL519+JrlqfUPIAbIYEGglTl1hcQxd2qQWju/fY43hk9ev+MVf/VwYe1qvjtKvPv8M76RzJMXE+TRzXhaoFY1iiUFcwKuw+fZPhqql9fTLn3xJCBLP55QbQCzAf66JHEV+QmuH81toztfCEhpYwV4tLW0hBJRxFK1BaYzVGDdijMwTvZMiq4q6Lma1PLYz8VbBaiCVIoWO3PK2Ugm5MfRLQVnRMFZaE2NGqdJYYxKrlFYM996DEpdP1cB0aZ3vbmxK8pIrjEj+0msrnOD5zUCinSvT5AaUAquFdaYYuNltsMqRU2bwnloqp+Y0aq3ma604f3WmnDO0VuG/D+MHgUf/zn/8P8GOW0LIeOfZjhO6Kg77E8fnk7ieqSaiWSrLcmaaRqH2IXS64/FERthD3g/iGtbcJIy2YLp+TQU0x9PC4/s9p/OJx6cj3jvQDn1cQB3AiGC2G2/48kef8+Mf/3gV5FbIvj0+PkMVd6nSEiilMqfjGe8HvPPoQZDGUhXnZWZrbohZLHDHYcA5oSyGIAl/jPKAdTtS6yx+9OxudwzjwPk8k8JCionD4cD5eOR0OmCdAVWaKJ9Q8QURpwXoArZpa5iswzuPNZaQndAAgRgj8zwDd9ze7Cgl8/j4xP55z7IsfPL6FW4Q4Oj9+0cOhxOlaQvl45mv/vVftrZCiatSLGw3tzzcjbx9+8RmdJQ8c9wf0U3I0hqNtxrGgVpE1HocPF98uuXp6Zm0nBlsZbSSEIfTI/M8Y3WmZKm4UIVpYx14qzCmUo2l5IpSohO0LDMhxoaWS8VUnDc84zSu4msiWK2pjRVTq7SxDd6Jyn4TLM5VhD6HwbHdbKgosVNNiS+//FJEsXPmix99ycPrT1HG8vbtI0oHjoczpUTmWYTe5/mMtho3eE6z9Lw7r5sApAi4a63JmnZfyCTeqx1diLGWvn8FpZ30S3eNBCVJcC2FkjLWe1IIcm/kTE6tnbBVp5VS2Ma20dphtBP72yqCdt2isydtIpbZJvEqLQA5ZbyT1sNSMyVmShPJrbmQQsAOm5ZktqWgT8pXTIS/y7FW20ESYpdlwc+SNFx0kBUK2yob+cISoq01LxL3vuxdxlBq29ZF06HThbsj1uUzVwLpQBd6qd0xqa25pYLuGjHr7pS2JWEBfAtBUZ2t1/f88rp8sDNlrveHvmp++/1dMPb7jt8GmugGwF0+cLV99cHfrJoiFwCpAyOSTIvVfIY6sGop1SJYieHqtf6dXdPlen/b/x87/u97XL+HIQU7RVUXhmAX+v3ot6tOyL7ad1OFidA6xVRteg2/r8dRyV2rAVU1pbmpaq3o9ttNLUJ0+vgAGFqRvw5B9SNvgFa9vFd0DNsPqVPbGwBFByIk2VRZNcBbKoV/zEPwmabrV5KIm2apAlur8M5ImzFKrnWbNzpLSNWynltrzAoIVwqlZsitNaM/W0k1sfHc2FugVW2AZV336RyE1m+1tC/LNltxrz1HxhZp2THi/pOzgNmlATXaXqj/CnFk6/PzMHhSnljmhTdff8PNzZYYAt7qFbxXSpPjgrIaT8VUAQ21soC4+37z9XFluU2TBS1gUa6B3c0O450IfScB47S1gmX3uYP27PV2g1XIOkBnGqIgJlAG7CivhUA5nSilcP/qgRCC3NZLEPCo6RqVWmE+y7ZDBJamWYlcq/MRPv0c//oV8Tzz/udfwfEAboLlBB34Q3THiAHu7zgejtw9vOL2/p5cCsfDscUalcPxxHa74+b2BuMd5199TU5ZbMdLM/noKFGuEBN1K6z20tpMW/fjOtcsYW6gZiAtgSUE/uE/+nf4r/7ZP4eU8NMGPRiWJbQ4O6EaQGRaq9C5ue1qZ7DaNla7ogZhlqeYCPPSdI1qyxng7Zu3PD3u0Ubx9LQnRmGzHfZ7UhzZ3W5EZ1QbdjdbHh7uAJjnM/v9gZILN7c3uFI4Hk88PT3xk5/+BO8H5vnMdrths9sSQ+KvvvpLrLUM3nOez6uUgB8HbrdbfvTjLzDGsuRFdHRubrBGc/9wxzKLHtQ0TjhrWULkdJo5Ho7YllfQC0qotXPhT+P3MKzFTCPTNDFtRqbRs9lYdpNm4wuTC+LQOdyBEvAvNeuGDnKEMEvnBYAx6Cr6RjInaE5xgViZrGHaDOIqaDTLIkZJ89mKLqxReG+YT2fC+UyqFWt2DN7hrMEZQ0mBLz57zZs3j5zPs7hPO48/LdgA9RQpVUyRajWYCnNcmM/CWHz/9h2pgWHWD9w83PHm147NblrNhMTfphDmIEynxrqxrmDcuMbLOYsTuJhDSd4SgjBo5sMTqVTQBu9HTC0wjXjvWzeEFDtLlULT2rq5FsdY1/JScgNkFTSXx1wrlExtbWu1VHIVSQ/VcARtNEobMqIFqbIUC5SRoqBuIL9u2snX+knduEFICEpMmmpBKSOqwarp2yFupiK4Tyv8SpysUsEPHlUNMSa0hhwnPnn9WgT9nTBEf3k8MOcFgriF/n0YPwg88sNGRAaVADbjZsKgeXt4S8kV7xybcWDaTZyWDUUJw6hWxRJmYkhUrRnHiaodz/t9S64N3loyUvFSpaKsuIekKC5tKRfRpZkmqHBeFkqtWO/RdofXhsP+yO7mBusM+/2er7/5hmVZGAZPyYXNdtMSZGHISMXhBmc9uWROp4VljgyjiCFaY8QpxFhCCBwPJ2IS5s/5PGOd4+F+x2baNLQ0klNhHEdKjKgsVNjH9weW5Yw1gp6KcLS0NYk1sSRuJeUV4NJK4/2IQlgi8zxfEtSaSXHh+emRUotYqp5OrYdU46wRDSejBVCaT+0hzizzzCmceXp6YhiGFaRxvjkPtHalMC/NRQ+sMzhvMKoLKGoRGtSKb379jQgB5noJOGoVIEVBTJmoWxJYMtoYoVQm6d+dpg3WibhliBltBjZmAKVWOmPOElzPaRZmjbHoqigpkxYJJry1eOUgtL7+Kor8KWZhn2uDKgZjHIMzbEbLbnvPmzfvuJ12eGUIhyNLyhwPZ94/7rHWo6mEmFmWmRgim80obXCnA/vnPVqxVqJMF6RrM2e/Xhqk8teua++/ds5hncM4K45mnQnRGHvSmy/3SNcYKyVLUqVFg0IhAJEkdm2yVaIDZRpopU0T9FYSGtaSySWv1NFapK86NyYOWqr9wpwqjXWXGxjVQAv+sMSy+1gT6fZDS73Wf1yrGqnmqiP/fhnMaXL7nEJT0LE0m/S2rZW10phDXUBMC1viwjbqoEhvduuA1NqhDaXJtK7glwKtGvaSW2NJE/vri/P3HR0wK/qCn/STcQ0s1Qsg+Nu3+RveuIJRH9wcCkmAFKzsmGukYxWHov1tm5h4T57tS6ZOn2v68Vx6py6brv3qt+vwLbbT386QVq+r89tzddXAwdY+1Hgn9GN+cU+q9Y+XbWtKrcBRv+8vLYG/21AIYNSH1gqsvhgYtNG4jFe7cvlSo43wkCrUKqCptEINVJb2PTKXKLXm8tKuW2muRXW9ZZSS/Sj9ubsCTv5YR00XF0t5PloVlmaxXlJrcdar7h2pVX6zhtLYtejGVu0PeG0UfblWZn0kG+Oowtoiqz42/zVNJIWwddTFQKNmKWLEEFoSIHo32tq2dlxfFTmWDNLO21ig1jumMkIV16kYIyUncAZFkaqvhkwhR+FjlRhE7xHdBJwjp1DX+V21SvW8RLSp3NzfYb0n5qUVa+T+0VZDBGVETJeaye08KO/a9einoc0VWdokaZpO1ExKQURqdRM/rhVqTxzM+hwytxa2phO2znltTjDeY52jzN09rUBKwo4sspagDWpy2PvX6HHLp19+gYjeBnGJco7lnCgpcX9/z7SZWGLi+XhCKcUSI0WLk6d0xTWAXhDYxiKUc1JXRmxZb6eSM8QCKhOU5i/+4i/4d//xP+b+s095er8nxYhXBm8dKMgxoBDjFdPYOqXJHKQYRGCdDMqgVGU5HHBOGCIhBIlNmvNZTIn375+4f7iX+Qdh1W93W7abDUs8U5pbn1ZKHIiHoRXZCuM4SLdAliKi1koEtNv9LILEhjkvpJQZp/GiNdXmGqUUzjkqiufnZ8Ii9+LQhM6PhxNQef3qlUgo5Ew18P7dO9HbUpXlPJNiEO2pFKW1/k/jrz+0QQ0jfrtld7PjZrtFIUyeLrkhbO+Ermd0FccxpQQoX2YRv3ZuaIYBcu21avNVKzCO00TxFkomx0CMgc12wjjY3kyEdIZjFeH+EmVOaBpi5+OJEsU10jjLciwoJpzWpNbJEkPk+HwAvRAK5KwYNhPe2+biJ26JaM0cxUHNjyO7uzvuX983xn0DglobWU6FuMxEVTCqx5dq1WtSLZ+jPVNGK2JMxCQui6VALqnlhPL8LKcDJTqmzVYiWAXWqhZ307pExH0zRWkjrUWA5KmxdkrrZohLWJ+zUjKxFkw2ayystcE20XBZk2Sdy7Wii3RASfxUoTGgtHbCJlO6dWU30LatiaqZ2FRUi8nVWqTSRkuxpHUi0JwqnRmoNgiTVkneub1ZQFVKTcTzzPPTIzGcyc8F4om/Dy1sPww88h4zjGitBXhwHoqI3y05ttYaEc7bbDag6zqJFxTKOkzTcqnaUHNs+UBtvdiVHLMIM2axFywV0AbrRigZpaxoz+QWYiuLMZ4QEu/jM3d3W3K+3KClVLSy2EH22TTl96Bju3GbgLUyjIPGWhG7poL3jmmaQClCEMpvWAJ+GMilMGgtNHFrSKkQlkjNYDZCZ1PVycN5akFBq8zlFEWYsEVy2qh1ApEqkUY5qfbOc8H6iZQiKWVh7liLUvDmzTdi56413ksPeUyBp8f3hO1GJop5FtTXGEqOnJeZOZzQSo7ZNM2i7WYjWk1GXxDjKou40pVBCQW9528xBsJylslWqdV1Q7fqdM7SLtaBJtP6jmvOLUCRhTmlgHIiImywQpeuZU0edHPlMMbKg15o9Hrpn+33lzMiStfb3FLpLiAaZz1VNUReGbSyGC16VyVV7FZoomGJLCGSY6YuC9sbz9Cso421ZCWBeKkJrSoxLcTkG1usUKrGGoNxA76A1uK2oQGjDFFVsBptrdjcGk1GN/aA6IdIwSCTYpA2NWVIKTbwRgTnDbrJIDTwSOvmeNeFUFsC2a6F7jo8tPS0lrVSiZLzGZtAulZCBS2ptwQqrHVSHVGVLqT6IvH/Qxq1J7Q9Kfr46OdDqbIezYqrAKvFeEv0dbmS5Wnf0xO9WkVzRK0LVtMI0V1zSs7Z9XfU2ui+V9oiPVkRTOQ6Sf82uHV1uJfjXFlHL450xU1ebKKDRfXq5+81Xpytb/9q3f6lqoPS0JORtZWsXPa1a7GsWWdH+q422FykhHXRD1poxr3Nbd3+NS4li8TV/9etfh+5j3/XVr22jn3r4+08dzefbwFIdEc0tYLN8qr66Cnu4Nj1da8rI/AH77jc20iba9cDuMBWlzlDaZqm27e20A5Tjr232Uowpy6nV8l2Vk2Xb4m5ywnRSlPXm+H6nKn1bT0Q/KMXna1y/kS4tVBalbTkpuOTMtVaFLbJFsm5U1j6cy1zlMzznVHTK8G95bYWL+ex9utU29df369qfVS1lVazlTWphIMmuXR3upOgvpaWmPS4rt2Ll3ZyWTMUatXLUqqDvL19IVNLYpkDg5MWyZwScZ7leEoiBhHnTrnQxdu9U8Qk2xRh5SZO3yTvRFMwyD6pBhQYAXass9LylPKKXCprWzLV560+B1WoSbJN64FKyeJA2wXcyatQB7Q1VAmSctFQWuczvT6vq75XKxpJW5xqDJW8vh1dwVR0jYTTMzevP8EgdvDeOXISNm1KzXijtvvJaMqSiM2Svt9368UeBLyqOYqOTy1QMul0kmCnMb3Rcn5QmsfHJ775+hu+/NGX5FQ4HWZSigyDCEGnxmLVXUumaW1qp6Woqgs5uzW5z805WSzGZS1NOXKeT9QqrDprDZvNhuNRWOy3t7dopdgfnyTps6Y5L0d22y3eWbbbILqrSpJaaw23dzdo041buksw6zkzRqy4S5b7vOtGGqNbfN6KeSG2hFN0uTbbLUYZnh+fmJdFROND5O72lj5hi+al6FW9erj/680dfxpy/zqPG0emacN22jCNE1qzgpFyCzYmfw4S/xvVIQcpEtaAb4WJ3AodrHMfoMB52/KDhfl8YpnPOGOIOWKcZtyOxJRJcabWLKLqRuQswrKgShIihZEc97hPUsj2thEKEqf9kaod51SJqTC1Z2o+HAFpo8ylorQ4v6EUIQYOzweGccQacX7WbY0sJVFzxBhhAArI71ad1dgMAlaTngYil5JbF04D/0uFLGZDOgRqSdKKakRio6S8hiolifB2mAPLLAV3ozXb7ZaUc6uRyPVIOVOSFMkLImdjGlaglcaYSq4K6/0a5ulayRWMqhiQ965xSlObqGptl1O1omt/jhsLqRWfaG3ba4zYijjC6JftWts6MIqVNamBbc6JMLrItwzYwaG9JzvXcKM/4Bzp9zR+EHg0DCPDdodpQoBaaeb5jLEO1XqrY0qYZPCDp6rC8/OemCWxco2KmlLCTppBj/RguOQiD19KYhGOYRgGlDZrwhxOR5Y5CljRKl7GiqtZjMJE2u9PiE6CWBpaG1GKRpNtQlhWMVnXdHPkpvR+YLPZtR5Kqeq4wbVFqa6xa2m0t67iH0Jce2aXJaCU4ng6MVgl56lYxnGg1NhcQkqrrEivt1Jg0WIhm1ITSLzYhIYQ2BgBj+ZZKrabzYRylsN+TwiRu7tbsaL0juf9MzEGbBCQLGWhLButpOc9z8zzwu3tbdO10XjnGZzj6emAd2J5Wr2TgLYkAdEGjzaKlJo7Rs6QE845UkosswgNiguapavqj4MXxzpjUQjCrLSWftIGOkUF1jqcsa2nNlNKvORZjZFhjIinVRoS3pg4cl0yKYcGHCWkl92gnIBh+aoNppRMTJCOJ6yTfT2fzuJmVyo1ZUajmEi4NqEUa8gGQgqomtjtBsbJdRYyw+Tx1uOdk/vZSztYTnKtc0UmLKtRzsqkq5qYHLRzFkUjLCdSCKSUMbYKAt6TjKY1ojEUDapVYpV2oIQerasShwQp14PqOkm1WTILUCsuPWAQ/R9SaUKban2vAHeakuMlSf2dEtW/+dGB6NrmlDX3rkiVQUGnqkrgqi6JzLcm+kslXyrwhdqEyHu3mKS4F90WQQEbSNRAKVa2km6/1yvIWZEWjUsq11s7FArTmCSq5Ra1vf/CZloZBB04WZOTq2Ppr3+MJrYyc37bie1vu3r/b/1YS4RegE3XF+VDNOt6tz+y8b6Jnmypdr5X8Ki9oQNJ6z3ar1SnIusLSHUNSqzf85Hz1HZd9H6ugB31wZvafrSUfQWUpB//CkVZP9KTOXV1U/UE9GO71e8UeUGh20evXufFVbra/evrcAXqtCBJ0avx9VufpPaEvc3FV8fSaeEXIe0WoLVn4XJ9egGlrsez/n/5pAANlSame3VLtyMT0Wyxp1/bjf5YR0tMtVKil2cMuVopHpRKzEl+rzXa9Llf9+5XyXH6ddF9TpHtFipa9XsxQhUNoKpKu56FLphdG0gu21HSWl+vmJGXW3kFnqxxqCbq3Fsuq2pAlqrSktCuf2fClpzXeaS0dvJaMs4NVBThFChoUs2ksBCXQMmZ0+nEfDwT5kAMiRiy6OF4LZpRSlNR5Iowh7RhWaKsb8ZgOlDQEiKQ9VaEc+vKklRaN8e1Nl+gWMWfm1ZdZ0AKe70bnwAhXJJOY6gtrrhCxNv2rufE1grYklt5yYgApLoATLSEpyxnKpmnb37Fp6/u8FZhDaKZOI7UUjkvC4fjCTuImUyMCwtZmGprZakfojDFtDXkkporVKUsmRhmsBY9OCoF7Q1mkJkinRae3j/zD/7BP+Ab94YTs4BDWkv8XmsT0ZVkN7cYzWorrCov57X2ZM3qNaajtVzmnAQAy5VpO0lRU1k4CFNkHIcV3HHeM4xikBLb9xtrefX6YZ23axVdx9evX6GUJqW4XpLuMtcZ/+IknNo+XO6dsCztqqnVobbUwt3dHZvNRI6Zx/okrwPOeT7//DOM0eIA9/y8Os99/sVnv9uc8achQxvUuMFtN+zu7ri7vWW72TSXPskdvbe4VQNUrplWFa0MVW59vBU2imWWzpfq2lzXmK+tANLDrhgDp/ORMM8U71liwDjDZrchN7aNU57t9oYcF+bjQYBZxOnMW9HTOs0z06SxWuGsIeXCaQkUVUlVEWMm74+cTzNpWeRpKYVYKtvdFuMcJSbOy8zhcOTu4Y6uZegH1wrJjXFlB7yzYAeUGTC2O1j3dVQ6C1KqMidX0YUKKTdJDllHcs6knChFsZgFP4iTo2DF0hGTYyLlQlhmwvlMCAGrDeMwkKA5TPfOAOl4WJaFYq0AQRVKCc3Zu+JR+CROb6qIU3UB0IradR2VmNiUVuAopZJ7uKnLur6t+p+lNK0IgZ5o+0IpkuNcSR5YrchK4zDUsqoS4pwVAMl17d8BNw3kZaDMurWZ/2HmSb+v8QPBI8/uZteAI8VyPnPYH6WorESDoCK28OPgpO3HGkiXC1xrJeWC15pxHLHakKO0U4XO+mg0V1MqzvR+RkuKB7F2HzwVgzFeWruUZhgm/ODYH56BirWOjfeUIm1v47RplNiK947tbocCzmexc93d3DBuJpTR0q7Vqhkxp2bfWMRa2IhQpMselGJ/ODbqsCC7RcHz0zN3uxHbku1xHAgxSOtZiQhtUpgiuaGiRmu8d9TSezQrMWaWJTKWzBIC+/2+gUgTNzc7jFF47zBGM46e7W4ruVETk16W0HSDanMnq6IP5YVKmKoEPrMRqq9YrQoYZM3AZhowqoqbl4KUI13XZRwG7u5eE5fA4XAUoXRYq0DOWMZBRNNVS6yUknYG4wQJr9RGARa02k4TfnQYNbDYwHw+EcNCCMJGmzZbBmdJRVwPrgOVnKUqEHPENeqy9x6lRWAxB6nI1dIJ+xpjHfef3HM8zCznRfrzrSVGcTEw6dwmJRGdiymwxIA2cP9wx8OrO2kly5ntZsPgHVY70QlaxFI2BWGMnatmDBJkWaMbw0uqbFpZhsGyzJG4RGKUc6JQqFJw9coVpol1K+3R2mKsW90kCppaREQP26ib9M/mtcJRc2ntH6BTwYTCiCKhW0BfMFRMqwxSIlq1lraWhvbQ+vfh/PT7GBKoX4NAL5NgtTJWJDEXdzp9hWl8YJVer0A3KllHaf2ixfRVCx7UvrMvStJ2o1fAp39ArYluaYBPS0qUCGX3ViNFi2oQxlpue7BqwJiLoHFtzKWXgIS6AkA+eP367xWMqFevf7DYrdu6hiPqhxn9bx7XYMz63S2xfLEfv3VDrMDHesgfQVhWAKYlgH3Tmsvn6Zn39zyO9vac0toK+i3mTKVV9nu7qryoeoJEB1+gO5aKqPRl19U1OHZ9Sj4Ah65bAhW0gOfyvguyoNb72qwvV0pRV2+va8AkNPbrb2rHqDM16bX9TkDsDjy0dOqj57IDDw304aIL9m08SdGZfih1YWSoK7CJ3AQ3BWCHys3dhv3T6TdcvD/AoWC728m/c215vMY7RzISiKtaiaVQsuj7ZS1iolrrdkp0a+uWc5xz/uDa1TbPF7Sf6VAQ3caYK0Hzq2snLdCuJRbyvlIFiGp3sFyb2v9uLqRFGDjaXgBF1Yo9SkFJZS0cmW5S0CrQm2kkK0U8nwjzjCpyfXNOpPOZN7/6JfkklfJliaJTmBK5GOxgKBjpNMqFnCqpwvNBHMys9Vg3tGcycz7PPVil62ysc1otAh7VIlonFdE7Wle8Aims57hC06e0lNBaMJQRto7z5NgAipJF9FopYRRdta/1dUjZprcUWgucoIbtorQCWJb9Uyqw3x8wxrDbbjktqelIFWLOPB6P3BrYjo4SLfM+EUvXxGpzAwplFDUIQKeNwRphwKViYbBgLN4PJLPgR9HfrLny/OaZm82WECLnw5GaC3701Cp6KbUlsCFGUnOH1VbOr1Y0YffGUFdgnCFnAW+sNe12LFin2Z+PuMFwno+klFniTC6JmBZub+5wj5ZaB25udigl4FGMgZgCf/ZnPxEjm7MY0ozDgNltOR1OHI+PGGPpmm0xhpWNVEoHj0oTM9ZoYzmdZ2F4N4mAzq4HGMeBqAWAk3g7s9vt+OnP/oxpGjkcDvziF7/g/bv3AFJ8/dP43ce4xX/6mrv7O+5f3fHwcMvNzQ6tFdM4Mg2eYbA4Z7CuOYLVLPOpElBIN3MKrTW5sdUNYW3vLQibUrX42zmH99JxsywL87KgNGy2I6ipsf8NO33HODie3r9hOzpU1UzeMo2eYRAiRAyBkhNVG4yiafSKQLTTlorlvMws4QCtjZMKWEvKz2shTDsr95yqxLiI09s04r1jGByUjHNXLG9etjSnLDFNzokYC6EZXp3mmfO8yLrR2sVQtG4IjY6SL2mtBbCvVcAzYReg04Ktot9XYmQ+nVDTxLB2QACIDlssCSluSIEhl4LOGuMkNrFzkHzMGCFxGtdmY1mHalVSNEdhlREQsMXbuqg1purgEch6qSuyXvV7qgFpIq7UQyjdun0MeEf0jpz8yu7K9zeg4JPXr4hh4bFmTmGG47t/07GjHwYe1abr4qxpQrqJGCOnw7HRRAVYqqUSWqCw3d2gteG8iABdKRVjHcfTCe8HzCCUXhUaLVorrHIYpYXp5Ef8MOCsFeHnqhi8WAcP48gwToQQmTYT9/e3GGtY5rMEKlT8MOG8X4EDOY5KyQLqeDOu1oLHw5ElBOYlYJrd/fPzMylmYlOwr7W2AAlQXSNIRLRrC6JCiDw/hcb6NYzeoxrFsJaEc+KwlUtmPs1EDc4alJKqlrCQMqnRZN+8+RptDM5rcq7sD8+Umri/v2OcJobB47zGD5Yvbz9j2oz84ue/5HQ6SHCiFClLpWTYSRUnRWnbyyaLKPbsGNyI0pXT+Yi1jt12wzQ6Yo7sH/csYcE7w3YaGTcjw+A5n2ZiWCQgMLaJaoJS0n+ai9haqirJsAi6DbJIxyhtXlrYM5vNxHa7w1qNn2c0lROVUhZyTpxOB7J3rZ0x01tYeqUohCB2wd7hvcM5S6WBRzmRUrkkVapSq6amTE4S8Og2SQyDI4YkThtFgtiQAkucWeKCtprz6YhzAoAao5mXmaf3T0K1L6ppVQjjylnHq7sHnvdCYXXWrBIIOQdER6qztcTdRpzBVKt8XFoNtFYYJwLbyniMccKW06ZN8C1ZNI6uvUTbbm1MqJoFdHMJdBaaec1ZWilL+Rb2UEttAZQ4HBiNtGTpxNXU+3c2LklTd/gRwb2kogR/VxoHnRGSUm4SFv13vcrctrmyhC5gxYWZUVfJiA4drS1u6oo9pCThvUI72v5KMq1Vaan9VcJXQVfVkreWzzTnNzkuLsDUi3GVBL4AkLi8dv33C0CIS6KievvFX2Plq6YlSlcUnxXU+b5DvcSG1iRXr4v7i+2a2rQqLr8TXTmNrr3nSguKYk0TsP2O7+rgS2tJqFlYhKv9eXuu1vuuASSl6V51JZZ+qrVqTMAPcDTFhQmh1uvXd+TqfqE2kOW7z5+CpoNW0LpSa0TR3bYuIAw0Vk+/ufrxXh/+t/aAFQiVU3u5d4xRMl+p68834KFCbeLMK3BUQRy96tU93IG11v7M9f1dgW7r24Q12+9ef3bH/+7/8D/l//i//8++87z8IY5xmvhf/Kf/a2HN5GaRbEQ03GoLVoAfhWq2y5WsCoYiLVDt/utaD6WKuUJvX5Z7X/QYhCVjmsZKB0rger7QTdhahkEpJ047pVDTTKG0W1MCabRlPi+MdmxgebNR7qC4kusra4Y8o0pXCeLbfWSa0UmKgWVZ2AyOzWYgHDNxmak5SZXeG3QtJPRaTJuDiE5rbUS7iOYQVxVVS4u+shbnJc7IvT1bWbzTnIFwOEohBWCaJO46HAXo6eeoCrsaJUAKaaavEZ09jVZMm5HjN0HeoyThNFaTTk0suzs8VtW239lNIkEwjAOFirm7IR+fRV9IW5mTjbn83ealXDLPT8+8ev0J292Ow/kdoAkpYq3oe+aYYJCK/3a75fHdO7SzFwDYSMH1XMThTTUGklEaigPn8dYyjCMxzKI35RXWO9R2w//vv/yv+Q//4/9IEu+UCGHGM4ISkCvHBKqZS1iNHz1PP/+KTz7/VITLS23Fv4xvBctp3PCTP/sRm82G/X7Pz//qr/BuBEpz53UYo8ip8vbtW7a73f+fvT9ZlizL0jOxb3enUb2dNW7uHhGJiEQChWIChSpgxBEpHFIofA3OOeIL8FX4KhQKR2xFQCS6REbr7mZ2G1U9ze44WGsf1XvNonFkVYVHIo7LdbvNUdXT7LP3Wv/61//z+PDIzd0tzjfpgYWTs/zkL37C3atXpFx4eHzUguAdMc2ELnA6zex2ct+b1AGVzUWy1jOgOw6SjD8+iNvzMIyigaMti3FdmeYZCnjVkFrmE8EHHh4ehBWvDDXnhBXz6fr95+17bfsdu/0V/TDQ+Q5nRYri9m4n92u0dN7hnLDM7aYdJyCyYAtWwQFZi9uUaK0KO2MxxpNxGL8jxZnx1Z7h+gv6j+/5zd/9WyoFHzp88FzdXuFth58cu/3AdOiFEJCqtAHXIrImHvZXO1w/UIxnWjJTmVhrwuFZY+W0LKzLQkkqr6I6+3jETl5dmXOpzPOKMZYPHz6w2w28ffuaL969IacoTCuVrnC9sHpXBUrJ0gkTWcnZbBUdZ91mLAWGbugZ93uMrj193zEMO2HLantyyfLsAZQlsswr66o6YiFAPGFGLzlhhdTiHo3rcs4I816ewUylpoK1mXmN+FzwIRCMw1mJsNYksY4xYvBgHSpzIpeq5SbiSK1yLMo6siCaVKucp7QzKyPJnF3bcs3S6uc9zoqUTC2SM2Mhpz0VePX6NTGuGFOE3FAKnD7+z/Ms/JG27wUe3dzcsOt7csrM08xpOoojhoG4Rh7We7wTJDQXGYS+8zjv6EoviXyWWvrt7Q3GGOY5UrWHfhwHam/oQ0/nBeH1XkT8DocTXReY55Va4M3b1+yu9tL2lBJd57m6uiIEz+OT5XA4sK4LNidqTaSYGPdie19K5fB0xABfffU1MRXef/eBw+GJlMQV4osv3nF7vRdqclD3t1pZ5oXTvDIdj+z3e3aj2ttT+fj+HnKm847T4YFaEuMw0AdHr+1bKcr7rKu0odVaWNdCTkUEtYugv+uyUEul6wZqStzeXPHq7op1WTkeT1jnuL7acfvqjqvdjpSifGbe0QfHNB2Zjkf6QSY2C3TBsc4LNQnzxGIxTiaEHBPRrJSTVAKtMaR15n46sETRZ+q9Lt45c3h84uM8c3h6ItfC1dWe0AUMVaids1hMjuMOU5vOEZqAATWTcyHGlRA6bJAWwPzwQC1Z+8oTpSScEye+eZ6Ia9HcuFXQkEnfFpyHfmj2nEqbzispSR+y9JyLdkqKhePxoFavVdF9yMngnSEhrQNpXZjjwhpXUok0nY11mXm4z0xBBdpyoWjboalIoDsv5JSwzvOXX37Jvu7x3m10farQ/6EwTZPoDpWLxEsTLjlP4fpY6wghSODshXlkjAVsSydAxcQxFtfUUhWwIMlET6mUbISNX6tqRL4Agtrl3ZLmT7cXfJ0/ytZYWeIGp/3ORjQvck4CZBr/AuiSaoX7/Gn9lk2qU0WB42dJtzWSrCvIZDBnotPlWNX3qVU1rVSzCuuFYemkpcNmZb6C6okYXGMdtWQOQ1awx9WGj9gLgOjiAl0KwcIFGHOxOXcGYP6QzSaoVpkwG8L2h712O47tf797c0kEglsSrEnqGRQr2hHS9Eda21w7F3vef8PPPnOel4ykC8DLqpPiS+aWXFpJkKV2WDfr86b/Izo2eZv7Ggb5UrNH/i73qZbzNdkYQtQNpfFGmRDtMPVv3/dprBfXYZtvGrB4cVs+dSG8+F7HvBxhm78qW3tZPQNH8nH1GfuxViNaw1SaJoG0OgnzBgVlve3AC2CSs7QqO/O9QpgfyCbrTa7iNOUwENQ2MGdZR/QaOePwTpzPwFFyPYte67xnvcVUEc8WDRZJ4Gst4gIaM8bL82kb8Im0Pf6uzRhDtR0xZ9aijQFOTRh2kjzLcyGsFWsEKGht/NZqIeKCnVaLxDrWWoZxoJTMt998y1dfvGEcRjpbOZWVeRLR5d0wcH295z4mqJEUM8u8StsCRbuQLalCwUpSZSzGO/D6vGZJCprGjSSIlrzpcykI7Z06LWdhGFkvGkdpUfkhOY+bH/8FX/yjn3J9c83f/qe/5fgf/wPsr4WlpEwbZx1pXtgYS8oeEgBJ7htYYhRTD2usWNwDIO9DDc/WGedl7QfDPE3igNj32/2aTkdubjthOk8TzohO6X5/zeFwIIvSujxz+rz2Q09OH+WQihS6jAcCrPMRRhG+X+YZZy1v337But/z9O09f/Nv/kb0ZkqV4ykF6wMlR1JyuN6phhlyDYLHOiP6VeuKsXLO67rgsNzcXeGDI9ck+irW0HWeWjN3d9csq8S+T49PpDXy/pe/4PVXXwGFj+8/YKzh1es7/tk/+2/AGE7HI7/65a+gVnbjqA7JCze3t9ze3ui12VNKYVlXbm+vOZ4Okjw6K65wY08/9iLDobqlUkALpC6wruJ+fHh8oubK6TRRQR2XT/y//p//H/a7HRhDiis+OG5urkjpz8yj//LN4/sd437k6mrP7mrHOI4MY8/Y7wido/N2K9Jiimq4NU1WtA0SapEuFUBjg6KFP3HvAohOukQolVoimUTFMBXH4/t7Xr+64Uc/umPsM6QnfBXAMQwBcdMUtmyMiTQX+le39L3Hd4HqOlxnKM7xMEViiiypEGOSzgHvYVHkaNcx3lwLGUJlUvJ8gppl3lgjh9PMcjhxmmb+u//unxEUFK5AXBOpZmKK1JLpnMF6aZO2CnoLq7gy9D02OHKpuOBUaF6KqVZBK2Pq5sZgVYs3LgvH6URcZqw1XF9fUQqErse6wHFayEUMqw7HiTVHun5g17TEgOiczKNZ1g9nPbWT+T2biFd3czHbVaFrLZ4vMbEbwjNwtqrxgDEGo+zCTcjbWVzwBG9ldbworlYgO5ETwQgQ2Q+ByqgaUsIiPZ1O3NxcU2oSlpu1fOsN87+/5+9VhP2Bb98r8rKmsK4zx8OJp4dHHu/vmaeZvh+EomwMa1x4Oj4CEHzHMPaiS2Q9uzFgvcd7x+PjA13X0wWDcV5aPYqh1ry57MzTRFIamzOeH339Na/fRD4+PHI8nXh6eiImuWG7scMgVZkYhUHRBU9MImp49/pOB5GhHzyvXu/Y7/fEFLn/+Mjx8MiyCGPJaw/44+ODBK3e47yIY9+9vuE//Pv/zDyfwFT2+z0Gy+F4pBZ5KFNKjGOPtT1eaclXVyPTvGc6wbpMnE4nlmXl9es7ob4W0RqISZL4UiUAGceBhNjEl1PrCzeMQ0+lMB2V1lgK8zTz7bfvubra8fHDR5Zl2nLJEAL7/RVPpxnnHDllnNKS+y5oi31hWWZurl5DrZxOJ47HIzmKA50fBGme54WUVunX7ToCiCi2QenPg4B0uUrLk5MKoQGlv9dNNDvlTM4z6xI3QcGmaVs3NzDRueiHQfSAUtTroGr41hN6+apVAgEQdD3lrFRqreoqyGBspWRhgglbpFJylFYBLGtaqaeJmGRCLxR8cAxDx7DvxbUFRHxPVGexIai1tTLSorSKVeB4OAiIGgJTVDcGhKZdMxwOT5gqItitR7+1ebYWmcv8rQC+gRRI1bdoMpKzBPLVWUx12gVVIFXRqIhVWHJK+WxMGHnfTxq4NnpvS2y35L2aTwGnP8Jm1LVlA7kMSGJvVAzf0sTy/j5bMZfYQ5HFk9aiVrbPv7x+4oSl4HPTeagSUMhCVrXisVKqpWbV9TJewBxJLeWZ2Vy55AjOdugvzmsDOH7P36XM8/z7z611PtDEd8875N+9Lv69K6vPwQvgU2DsGUPKsekgYaDabUyfW8GqJJKtyvbSWenZxxtalm4wyuprbY5nrTwaI0OfBIMAlxtIru9lm9q0sjSMFZDJYqnG6hiRY5egDBlwNdMkpGsVMUudzH731XvGYvodWz2Powu1pk9eKcfL2aGxjedtjOm43oAiBfkVKJPPacKc+pKm2UQ7X2h6A1sbp2lzjwFTcVjEvU2ei9Ksz//ENmfFJtlkARbKxoqtUEWL0GhSY4x2OrWxvoEPck2MqeJA6uQ9G3CEVnGtaevIGbC0yoxzzp6nAJrCz7koU9u1b8Df+ZMp1lCMoVqorQ2sVrU8FgHakvIm5wU6frLYNnvnGMee0wOcjieKMwzBMPTiVrvOE904sN+NHB9mDKKDlRKIqmHCVQPWUWjsPqlE+xBUEwfV8aiq3WeJVlolaopyJs6d58Ftji0CJvlOW9nO926NiYeHR9W4tBAGOE0w9IQ7KYou370X1hIA/jnTUQFP8+U77r58w+F04PSbb5h//euLEaJrbM4yTyXRvzLGkJRpvSwLgzKXPnx8gHWlqi5bzZWas8SfQ08fdizrTNF5PvSBoR8pRYw/MGKMYb3T+2cpXZCkrH9NWlbiang6GPrrNzzdTry/f+Bf/+t/xdPjE//+3/0H1jXSN8ZaEeY5VlzeUsrb/J2isBKsss5zEuMc5yrLMjGYga7zDGPP1c0e70UKIZ0SGLi+uWK3G/nu2w8s6yKtN05i5XEchQV+/8jHjx/puw7rLWtciWuk7wP3Hz9ineXm9prD04HTNPH6zSsR6T6KSLfzjrxIu9Dd3R1pbXFiYxSzFQicd5RSWeeZlBPeO7pdTymF05OAdlLEkgQ758LSXPj+vH2/zRgYBqx39MPIuNsxjjuG9u844DpL3wnLENvMYZIABe5sIGOVIQgNPLI4IxosRq3frTX4lFiWGRcsaSmcTk98eP8N3hn+6h//I5yz7PY79vuRH331jnhY+O7X3zLsKp13lBIIzuBtIeXE09NBmE1uARfIONYEV7uBh4MA4z4ESEkMpNqWRG8X4yhIXkwDIdcVJik6hNFzdbXHO+miAEN1nlRkvfHOcpgOLLlwc3tLdWIxY7VInWtl1wVMCdJe2dpdVcey1Iyr4nxZ6+W1FKLHOAwEzXu7viNH0ZJdYyLmwrJGliVK7u466nHiVEUIuzhxZ8/GMidpE37jAn0FmzKsEesDvusJJNFlc2ftI2vdOSapLaKReE9IAsqoqpKHbiEj0lEsjrCtqNXiGIOtWeIOGp6ftXunsq4LXd9zc3MDtWqXy8qv9jdwemJjeP8D274XePT48REbZk7HE8fDgZM6H4gyurRHlRRJMWqMLTfRB9Xa8T19L+JSMSbGfqDrA5TKukSm1AbYugVIEkdbuuAZdyM+BOZlJsVENKgjmFDmpukorXTryrrMyroQECmpjo30gvYMXQe1sM6yrzhNGZwKHa7LzDJLHSgEEULu+54uBLFCLJllOgnfwzriKv3Q8pkWb2GvQn9P94/sr3cYU4kx4pxnHEepSJcirnVbvKaLf6lUK6h413XkrR/ciCObc0LTnRd8CFzt91hneXh4IKtK/7Ks2p5TMJ1hXVf2V1cKEi04K2CGMFm0Bz1mHh8eNmGzvgusVdlEpyJAkDV0ocM7Q/CeZVmZphPzbOi7Tp34ArjChw8PhE4o0M4aMtI3a7VVsNnbW6XEO2fFCcWL4HeOogGUklQPctOM0cSi2adLDiei4CW1RKtZTGapsnoQwMnquPT0fUelskxZAalMLBIEz/NJWgKoG/Oj6wJD34MVtwCrFrFVRR5T1glJGQIuCGB1//Ejt3d30iJJVVqogF85wzqvcs65bJVlzFknDEQIu1bEqlITgVJry2dFKC4V1ceBWkU/oFqEMpsypKIJtNhVNq+xpm+x6WDUbdqVVgXOWeBGztis1/+42wbaaPWktZc1DQNJ/s9J0LOqhO7zW9752Vc775ZAVf0c+WtrGdn+en6bWkHFDFHtFxAdEUyWG4ToTQi92Wz7Cuvi0v3ofNxgJLnTV5+P9bdeqOffKyi4/VyA6jm3OGky287r8vfbt+X5+VaQMr2KBrYWs0tA6yVr6+Wx/batqdM/+3x9fxrYo99bMLW1bLnzjYPz/u2HdnyXx3b51fbfwLXK5TtA0bYSg6nlfJkMCKhVNoo3lyCwvq+h6hiweg5p44eckRe9BdvvLy6dDJJPsLzPaaR/bqsXx3v+/uI553yHzwLZDeySP1jV6qq1ElN8dszbTvqDDF0NxBQkvzwbYANmZXloAPe5NVBum/mDhs0PbqsQ10U0+bwT3TylWDW6vDGO2q6RgnQ567irbAmQzGvPQbbmmoOC06VW3KXouYJOl3OUAYpxlAZsGFRPSVprjWqGWXOeacrF4GisznoxaEwN4jhLQSi5YILFuETNGVsrQwi8urvj9PTIss7Ymz2dMrWX00FaARDzi3OSoN0F7XJqi0kpVRgtRgp9KWcFO7M8Zd5jrLhy1Vwg65vYNqC2M5NrI7ZN4KOgdzrcnRedp+PpyH7cw34PD++Bnm4YcF1HipHy8cP5vYxo4ShyLGNaXX6NUUmEdAmEmotjQve3rNOCH0a6fgTrmJbI05PE4agbrnUtHrd6vyx9F6g1U5zMhd570RulsFaDtw7vmqGN6r8EKfrWYrFeYtR1jQyu5/rtWw5PD3x8euLm9pqf/dO/5N/923/Pmheubm8k6SrnmSqnDMbQBc/SgLoXU4Qx0v7vtD1+HAc55grkJHmFga7vGXcjb9++YVlXjZED+6s94zjw9HhgXVf6fiAps907RzKR0zRRK4zDQK2FmFZiivS2p8ZKjHoPauXu7pbr62um44nTaRIJinFkGAbWRdz/pmnm1atXzKeJ7757z7IoO90Zrq6v6bqOq+s9x8MREMZE33UiSv/n7fttPmD21+zffsEXP/4R7754Q993jOPAoJqtxnv6PuCDaMga07oP6ta2Bo0p4wTwqAoeYTFqqGJsa2mzeCNsSu8slkLfC6C9GwJ3d3uCd3gv+qQ5SqFfHMETqS7EEsF5XOgk3p9m+v1IKqJBmqmUakkxMa8Ly5pVv7Ry1rSUh2VZI7EiwPiaVPjZyDy1JEgiyRJTJuYqLB3vSeU8Fy7LSklRANehI6hOV9G8J3QdjaVlyjlfyUUZ3RGcLRRXERsGI7NclZne9704Shvp9KgUSowq9Wa4ZEgXKmlZZT+NH0opJESuIRv4sCRMlLlajrlynTLWSYuyaJMVvILdspZKGdyCmJVUYR0Jsb5s+aYBYZRpPtSuc23RlwNwerxakFGSQwiOWgK73cDhkC9yJsPHjx/PJgr/QLfvBR7dv/+I7TptKVowSI9viiu1Sr+0AToFYCqVmFa1MZcKW+h6aoW7uzuGrlMLzESO4gAV1yiyG6lu1qrBeayB0/HI6TSxTJMukAZfJKmL68zT4z1gietMSiu1WpwXEbNlnvH7HV7pjKUkluPCPIvNqAGZHJyAGymJHWfJhRBWYuhIKRGURitgQSZnv4kLCxAiVYa8yr6hOk7TiTUu7K93zNPEMsvx7/Y7GpU6xaj29LKIWisaUCkVuk6SCmvV8h40VyrM2htb9zucFcHAeZ64ur7h7Iwj2grrunCz20vrF9pv34SlUaTVG5ZlolkbikCsoSSpljjnVVsBYWMbg/cWECvDZRXHsy54vLWs66rBmvSMCthiae4+rd+09dkK0KMB8ZbYycOcsgrHgToGnEGDXLOIj1avOd+ZwQMNaCnKYJdAuvOeYejkGEvaApxapG0i5bhVJ6R1Tk666WnVnElaZTVGqgUmSBLerF6LOrjN88w+JzoXNDhyOo60GlsRmqaKoG6wxAZ2mHOwpYi6uBHp5F0KWVlLJWuQWqBoTmqq9BDXLEEdDWDaInAdVBfJ4vZvY1YYaIbzklNXnomd/JG2VgG8BJEkh7lIrLadOeMctSp9vyU/L9kcZzBGCGCZopbxBjZAR/SpXlJey/mDAGFpNEZZEQ0we4aaLgEJa4w66UFLrTcmywW2sb1Ax8an2NFvuzfn4P18Tep5DGzXoQJnnbDNPeuTrT7759kPz3CBz4BG32fbWtbahbj498Ltq/ULbmluu3CfYhRsF+7yuNq12K4JZ4Cpff5L97Tt3qsm04vzNNYoFvh8jBmjbiDb0Zxfu92WrU3pnIydx425+K79tX3G73k22/RqjI7N55fgcidzcfmE5Xc+pm23i/F//v+LD/wU4rp8ib7/ecgJKCZBbUpZnTgzpQESn/mUH/4mRZHqnRRj0NbhLK1k3ouGXWn6O7WtWfXyxm9z3Xa9VTy7OUm2OVoS8Cbybs7gY5UYQrwBWtvzee2tF58DbaSdwfbLqaByfgQERLcaS5/5bFUZuoCyUzKGghsC+ViINTKnRVqMrThRxlWKkcICsMr0ZXPkk3ZhAdFrldjLWscaIxZDKmlrWcOAK45q25g1MomrCH592drb5gBjzi1txjEMA8ZajocDV/srdrc3nB7fwzZX63NR0+Ubnb+MAWXKHB8eGPY7utAzN8bTdrV5NtmXXKip4DHElFhjAgepCTuHUYAhY6RdBUNaIrk2rdKwaZlYK8W5dVk2nSyDtBWmGEUyQV2bijV4I6yCdRaR4NtXd6xx5f3He1zw7G+u+eKrd3z7/lsZA9aK7pEF4yxljYz9QHAdFo+3wnKSNn5ZU733zMvMaTqJ+24nOkalFrxziDak1ZwhMoyjumsFur5jHEecD5wOR2FA7EaeHlastcJEq5V4iBhjtGBqtOAm2q1RRbKlXa5jt9/T9R2PHx9IKdF1HX3fqc5TZlVBdOfdBiStMcpcaC1rt7AfB3JKBO1eGPoe5x3H45+YyP8ffTPgOux4xf7VHa9fv+Lm9kbu+9Cz2w2MY8e42xFcxfsGDlS9/17by9Wk5hno3oA80asS/UorxUFjsE5YebVIga/fjVzdXGNrYdz1eA+1JMqaKFGKAF4dlV3niGklI+qXNnTUXIjVcVoisQr7NlE5TAvzspJyAePPsbVV5o8xYvzT9A8rUlCrRf71sl+qmeNp4ulwIueOm9sg4txabLAWvLIt5Zkyqu8qoJPz0gImjVxWJS3kOTHuzMC2phXCpECRq7p9XmjvyfxqMK6yFbj0b9UY0QjOiU6vVzWGXCtZdakyhimJg3apVeYLYzgmWT9NSVRTsVXAPrm/Upg37bMu4n2Q/MqryRDKLipZGAfGXIhbXDCuqjZ8y9RtBXArUvwfd6NIzQSvc0QvY63vEd28+A8SRPp+4NH9R8IwbuBBP3Sg7VKCgDq8c3ShJ5dCjJlV3cqKJuTeCcvl7ZvXkkCXQiyJksR6Pcckon1W+v37LtD3A8IOmXh8fCClyLgTsKQ6QYlTnDk8iahvjIu0I3l5AHOOpLhQirCNsrYinY6z0GkreGd0sGRhBNS69apmA2iwOk9BhMioMjlYQ/AWpy1RJa3EZSFFUdN33nE6TUzTiX/51T+nlsSvfiEObbv9bgvg4rKSkwQO3nu6vqfErC4qGhipu1gtRVgqCCPoeDiIGjxC41+WBeeOgFBqRSMiklIiLivzvAjybt22IJZciOu8MaeWeSFFoep2XcBU6VPNSpO0RtBnZz3D0DMOAzFF1mVlmWfSIsJq1lhBf0tpUpMizKguejVGBZWs0v2SCjCebR1zSaryb7aJga3qKhNSToWYI51vwJtUb0uxKsaGvFdu6LFUJ63RYyuZUtKWJBvYXPR85xVEE5X+uM7SR1wyuRa9Rh1d30kbWhLNo7hGit6zlqBaK/vWWslxlTazks4itqUh3w20qFplPbfKlAqmCjhltB2mbIBV3SxsTYHiwGSt3KtovCkCDOba2AUymW/MfbhI9NuEemn2fZEc/gAmxXO1/dyadhbLOydZDVSSTc+hioaIsNeeszeetcFVkIbGBqI00AmMOug00HOzKT+vWtQNPGqMjarudZyTOU0EZZGqm6PEuR3O6NjQRNKcgazPX5hPvjlvGwpRL1o26ot9NQBo1a1L8Kd9b5EK/mV/0oXV6e8FMH7vZl6cRzvGc0Al1ax8sY+5+P7Fe23fmt8+di9Bo5eAjJHM1WzZcgOn2O7fGYTT19eL4zGX7Z/nz3jJJvrkcNrbXswlZ8DqApZRpoF8rOHzb9tGugAExkJJ8vtK5VmfEUbZQZfXQ/UOPjnOS82ky/Oq2228FMluo93onud7cjHWKvLMaGGh5ESRWu12DD/7J1/yn//DNyoG/Kex1VrEoTRohVZvoMTaTgSm0TtSzgBa03NrQvsSh0DNz69z09uqij4KkHR+Lms1VDK2WAEnz9gSjcnW5s5nx83F03U5bVz8TX7vKTSQ7wwglSLMy2IKhUTJkVIz1Yu2Ri6JZU2gLmDrMnM4RNWWycK+MiqCq2LSLbk5F4rURcjYrYBjjcFlK2BZO24FjlCWQd3muDbha49cKTB0Ah55z7Dfg3XcnyaWdeH65prJqFtQLRAjVcVjL2445/kRsJZxN3L/m9+I63AIMp9vTE49k1q246gpYZzoeZyeDjjf0e32oq9kDKHvAYMtFVukZXBWZoO1ApiUnDdwI6XEMs0Mux3GQFG3pBQj1gir3DvRXSq5kGImrQv92NF3AWcNx8OJb8173r59zU9++hd8uP8grJ9BNYKKxoqlcnN9TXA9joA34jDsnaeGfhM0rhWm04z3kd1uICdxP6vWKoYnBdRpnri57tlf7QEYx5EQwua21vXCNvLe470XGYWuY/Fe3YmVqWIkplu16FmpWOvY7Xd0XRBDoNNJgSkRRE9aJBVXaYnllnnZCpYyPivz6cTt9Z7jcWZ/NTIMHV3XgYEPHz784ZPFnzfAge2w/UA/DqpFNXJ9tWcce9E72g30faDmReJwkV1WDEPWk1Iht+ejCGO2CTWjjqMtvjgXelQhzjlA8tFxf4Upq47ZvK09JgRGF8ipEPqRfreTokeqpFzpgodhx7RmHtdMqqIjh7XMKbO2NjRtC5M3taIt1ETzyxmABmCZWyUZnCGVwvEkEibX1zv21zea85z16VZrWePCsi54b+n7HufsZliBM1tbfWMK5Zxxqv24tembs7tsKuViipO5tFRpbTbKiiwKohXkNEqRaxCcUf1dybtSruQijRLWRmJWZlQpLM7ytCwCZNlCX+WcRMw6QZbCrPVNpkTWy0tjTWNlzZVCe6akQrWFxtrd9C0NbMVAA61FLwSR2nFeignruMg8RSWnyKvXr6WN9aOB6SAA0j+w7XuBR6fDkb5C33V0Q0foBH2rmtg77WFuEUTOEtTUUrfAMpdCWiOng/T8lpRY5pX5NFNSovcdwzDQ9z03V3vGnSwKrUVn6DvmVRwTaq2cJkNME7EmclxZ5kxKK84a+uAExFImTV5XptORqQoTZFkiwQvt0blAKSKs7YDBO1z1ZGewVqncOVHWiEeOw2DovMVbK/2auVBKxBRh3szLzHw/sS4rjw8PpJy5ubnh44ePxHWV8yr17DBDa1NzDP1IzglvAzc3gzB6Utr6ySnicrFMCyVlYVZ5rzpJo7qeacKpyV/f97JIpoQferGx9DL5TdPEukw457i5umY/DMzzwjQvSh2XBylrT72xRoGKCEba25wRenRQennwltubq60tTjSIRCC9lErXteoqmhgUuk6u9eFwEmaZF5r5uqz0fXNPkd5hY4wGCE6Q71SINUk1ynuhXFdxv5P3z6SccbZNlobD0yMpVW05dErdVFtpikyswWOcpbVN5FKwVcAnr7ORNYacImldKVkqycZauqGnN56UGmDlN5vHhSItkyogmvNl1VGBjHKRvIM6BQoAVrHUmGhVXvmbgGE1QzFVWVK6lYLJ9UIz45y0ao0GOEvEUKUWbTeLX2iV5JYkmAuHsj/m9glwtCX09dyyRgODhO1RsjIobMGiYOVFdX8TScZI5b+JvuscJ9X0thAJEF5U60U+3mg6LgC10bGFOgV6I3Tp1K6hYQMWnCZ09uK8AH03ZYnYZt3920GCS4CBDfBoP+tKuiXdFVWglQ+/3C4YJs9+/pQG9elr/ksBpHYh21dqLkWf2W9r9WvA0uXHXoA6DZQwVhd0AYO29zkf/PPjNxevvQSdzMXrnjGVmjbVRhvSe/uHX4sNjPnklM8g5+W7natmRsPd1r7axv7FuSk0KQzT9ruLP+t6a5HqvIAJhs9ff4UGamPcme3nBgZtj6OVGEBCj7N8c2PwXb5/rY2VqcBR0UBVEwIQBur/4f/4v+P//H/6v3A6vEjYf8CbsRIr5FwJvpPKqwKLwlzOdF7YEbXN/URlOxeijkHvDMPQbdbLxqGW0fJzoW7tZ+ic1OZxCmSTpbjwAkzdNCTMuSWhbfXl46KPB/WCrYSCpEbZtDSgsI1FNQrIhnWZMDHRO0tnDGVdWB6PHB4eOR2e+PCwY50PfLh/YF5Fnydo0l5Us69pC1rr9V+nTnBF24Bly0Xs7AUUOs9/Rc0k8P4suF8KxBWoovsGEHr63Q5qJa2Rj9994Osf/wjjO2pQ51OMaBUBZyD9AjjKGbxXzRKRXMi1QtfBElFLJairHEeuEC2UQtgLS7xMM5N7IrXC4jSTfE+1soqbUkhJWEbiINtRmsMZ8szFZcUbR83STrUsM8ss1/f6+pqu73D9HpsSxw/3LIcDrvPcvb7j6fDEcv+IHTpOxyP33vHq9Stubm6J64p3nv4qkLK41d7c3LAbx4113ZiYNVqCHdmNAykaSrKU4qhFtAqvb65Y5kUKZdYQukA/dKSkcefQ83h/z24/knLk4f6edV25fXVHXCNd34uhicZ0PogoeOjkfjbNotYB4FSrRfIOz/FwIq6Ru1e3eB9ErL0UuWe5tc1IK9DZzbmQ10wuM4fjXmQvuqCxhAB5cfmHl0z+T7pZj/EdoRPwKAw9wzgw7PTfXiRRjClyz0W9X4CBLEXtkqU47BrrxDiqGeT9G/uoAR8XRShhwiD5lBVn6OClEyVrm3qKYhA17Hu8MSxxJQwDw27HMq3MeWGthc45MYn2Ft8lTLXYrsd2PWMuPB0mDRsa61RjBmcgdKhFsB6rE+u2eYZpVY21Cl7ad3/5y1/z5dfv+HFFWtFUFsTZXvLTSRh0KYkD+DNXYl1rQV5jlFhRSibHRELdf7VDJpcirqtKEmnrh0xfMgenUkjqSJ4r8n3KZGPI2gomhjeQa6RUQyqVOi8YBY2luacyn2Y8hRo9ufNQCs4auhrIMQl4tLNKQJD1yBpZx0LnpTagOWHNjY2pw8CoGYM9F80lntGhaA3GeHFLLZJvC9FCrhW18urujmWeuU/iYi3rwQ8jV/ofa/t+gtkVKGLrnZOgkKaWrU3NWqOskRWQNdhVg+0C/TDSDzs6tRj81S9+BUjcaRUEuN7fsBs79rs9fd/x9PTIN7/5DafTRM6ZL969oQLrcmJepCIRY8SYLG5izrAq28N4K1TCnBDbYsOynFiWk1RRslJ5h14E+SwY5wg2IMzTKg9wKUBStXmHtzD0nv3YSbvdsrKWmawgyDAM3FyNrClzmk66cF7jnOHn//nnfP31V+x3O+7XlfsPHxn3O2HneE/A0nmpToQQ8C7QDwNffHXL6XDk8fGR40n6afuuE/X+VNXBJEPN3N7d4ZxjWWaMBv45Z9IqoMpmba8CgtFL++E8nViWieAdJ2cJ3oMppCRMpeura/rOsaqAm3cGb0WM0iCG0ALYKJBRC7WKra5UeASkymtimmdqrUxzx93tHdRCSlEmMOcpOdEH6c0Xlpu0+N3ciGvI8Xgk5aKtixbnO4adaEhRZBK06qYgNGSr55wwMUkQFQXEsp1oPvV9UCG3VRxHrMVfXdH1Hq+OapVCqXK+RiuJrTWuWIurQLUSFKroXT8M9KHneFh5enpiGPqt2pVi3KqGcYk6WbUESpyGNgG4CqijWi6FGqHYqMCmspJKA2vlea0Uiqo821rVIbi5zgClOaFoQM+Z3t/yjPO/cv6mNk83Q62XrVp/vO3MSDPbokVteg9CxRdJFjneYlGHR9mssZuTREUosw5ZdGT9bNpPFmscpSYNFCu5mI05V6nUpgtqLYa8Jbm2VrKSl2tN+lqnn18xWrnW8JNapYVSNDHaOVXafzK4k7TRNYcQO15elN9xxS6BgvopoNSSS3iBdZyBtfPFefmeDTABPmHY/JZNSj1nkKi9dymS4DVLPL9A7jSgqufBST4Hf0ZbmS7Brc9t1X4KDj0DhZ7BMi8AIgVGtvFm5dm6PF9Bfp8fyyfb73bcaQl7o1efj6uN6TMb6uXdbozM38cM3Mb1Jnis7AnYChBsp/4SOGvnB+c2TQFkzyD8xe62iM561aB4A4vMxT7tvtgzszRVrA10oZKSoZSIqCJoo9XCZzGtH+pWa+V0eMBazzAMBCssWqql1IQzjq4bkDGurQHG4qqjugbSoeC10SGpY6Vu/5Ng1lhSTdTNebDdTK1JZJnX5Q0FNJFbbrYqa9WKcis0XBYcPrsZBaha8ar9Gqha6zfGUoy4vQ5hYO2FrZOSiKKHrqMbejGdKJVYVkBAfu8c17uRZV14Okxc317prGjAeaZkVBMykivKcJEWwfvT01lkdjMf0EQtqsOaNeCEVS9AT9hAULpOquhJAKj0zbfkr95Rhx42cwbOz+Y2MC8TB/n8FBN1WZmPR4rzsNvDMl3s1xJHD323jZ314RG6nuU0YYzj5t1bpr/7ObEfSNaz3+3otYovrCOLN46VpNO9EUfYRZjlRVnMtorDWFWYbz+MzAjrqDgHoaPkxPtvP/DqzQ23X73j8cMH8rpSUmY6nbi9ueJXv/wVX3zxWuKckpQVB19+8Y5f/OKXxJjwvtvmHG/tBuBgUHDJsizw7usv+Tf/33/L1dWet198zRoj8zKzu77jajcSusDH+3uur6/JpfDtN9+RUuQn/+gnHA+LMgi06JeisvLN5na8rpHgRYM0pwS1bEBQVFFyYy3XNzfM08z9/T3OiDuxNYYYI/M0aStbUt2qKuPmOPE07vjxT75m3A2SKKfEOhtO05/b1r7XZi02dIS+px8Guq7H9R2+6/F9hx96uqHDW4nHms5apWByoNvWJoPzRoq81eFdt4EdzYxoK87onFpiEvHtkpmXhdN0ZIly/3KuyppxuODxwyAdHfuVq5tbjo8HljmKOU0xhG5HdcJgL7YjFqhO9O1830MfFLxuuafOzUnjI9/0G2ubUGVbVpkuhgDWYNfIm6++4H/4V/89AN5X8QXQDoqaHaFzGGXEx5hV30fW8pSjmug6dSRzhD5grBdTFyPC0BpAaC3Cbrp0En8YaVVOhTlKm21MRZlFhTVmYloYr68wnV4LNB5xQdi3ObHGSFBgxgC1ROIyc8yR1UDwhqiSNFQlFZgOWyquFIIyOouy00u2WwzXLt9mGlRFAqN4S+xkP3Ox9m3Fl1I1ZHX0fU8az07cJRfefvFOCnPF8JAra62wHP9Hfyz+mNv3Ao+GscMGWVyE2ioLorR3qcNGkZtkEFQyWEfXD1LFcAr4LCtrXKkVgvOEvmc3DlztdvRdhymF5TTz+PGB9x/e83B/zzzPHA6PjGNPLHnrPS4lY0wh5YVcPM4UlrySY8HUiPOWsfcs8yI29VWYFCEExrGj84aSZlKBoesYOk+KC+t85HB8IsUiYt9B2rtqjnz88BHQ+EBKbvJAxMSsApMfHh6ZJ1Fhv727ZRg7Pn54z7t3b3j7xVvG3cD7b98zTbNYgXovDATDZp3edT2vXt0xTRPTPHE4nZhOE1bZRcEY9rtRXDfGgd1+x9V+x/F4IuXCbpRkcppmjscj9Xji3Y9/LGBHipxOB0qJ9H1H33sMgbhG3n/3rfRtOsc8TyzzyuvXrxj6EXOaRAfKefb7jhgz5FXQ2lo3p5eSo7iqOEfohOYM4jJTgWVZyClyOh5JWRbtcRxIMbMu65Z4iNi/MHZOp4njcWKJ0kPeK8hWKixL3mx4iwWbWzuXsD6skTY5ZyveWXa7Ue2zRbfLOYvtwRnDGqPqO5lNkDp4rzpFUdzbqoTB3vstcPVdYNztMVZAtpQyMWZSmoirtIzlkqgKlsWYoGameWaJEe8tdpvNhDaKAWMb+IZqImWqEbvuJoJ6maMa0wRmuVgEjbZO2y0B3qqznF8HTQAaBZOqAisSUJacthTih+Ii0ESva5FE3jRXLJDvrTKMqDQXJ+/9i/eAFuC3CkwtVt+PcyWFxEb00UWkVNEWs6rLIItKS9Ra+5n8zlD0eNpCk/QzlLFhIsk4jPHSLmQLLhSs6Sh0pLLDW4MxZwHuM6vgkyvz2y5Yuzjnnz8BmyRxldW8nIGCxqSBi+/txQVp76u9gH/IVjXYbjTsBlo0IKE5Dl1qkhgDTRAb2BLAy7+ff+DZBapnduyz/T4HuF2CJWqhjjJEngmOv9wXtmtSn/3+slW0fWwbrJqkV49VFLI0i/AtETcXr7m8vg3Cl11qLYqtnVs1z21l5/M1z95PmW7VbZ/57LK086EKYGnNlhieL0HTxLn4rNpAEK3MAYkFUwQIbO2kTbDz8pxo+n/FYHMmmArOU6uA6iUnck38qWxvvrjlf/m//pccn54Y+lGFe8Xuu5SC84F+15PiKvPCBrBJkcLpHNPawGvJnE4JY0V7sHNC1ZeYRNr7nBYYrNNZvWqRWnWHqnMvrvvFeNBHsJjGvDwDUBUPn5t4GtusioaTMV6Celq7pBVQ3KorV+jBr8xzJKYVA1vcEEPkdHzP0+HAqqyZUjLTdGKaV5llDHT9ILbTxsK8sEZh3HZDL23Fprkv9mBOAhJp2xuliLhpE/jvO1gW+dswQIzw+JHrf/JP+fpHP6Lrej5+8y2oi9M8L4SbG+LDI+s0ybXLjV2XECvBC6DYAN4LSJsT8zThdnvC0BPROc15bQdGxoF3DDfXzEuU47NWNA2rmMxwcw1rpK4zhzUyey+MWOcJN9fklJlPkzj7WnmuYlwIXQ+5UtasRVwvhdAKwzCyLpGUMz4E3LUlrgvT6cjN3RVX11ec7j8yf7xnyZn843ciVJ4SD/cPvH33Fo/n6eERYy3DIPo00zRDrYTgGceefhwoVB6fDpRS+frrr7i5vea77z7wN//23/PFu7cYY1iixl3W8eHDPTFGfvbqZ/y3/+Jf8PDwwOPTgTAMdKXn4eMD8zTRDT2d5grLvHJ4OoiF+5VhWVeWZaHUSl+ysBJC4HA4MTVX4pwJnacLgYePDzw9PEq83HUMQ8/hcMI6x7gbsaVIEt8KESqavNuNdF3PnEUTqVYxW/nz9odsAe7esX/9hjdff8GXP/uSt+++wBiRxQh9T+hEt9V3PcHIMxyCxnAKGq4Gas1YK3OLDz3GOKwTNzJorJFmUqPrZYmEYdAWpwXrg3Y0OHJe6YNo1KEC0WvMHJeZ43Hh6fHEcHXLPlWyCcQlUV3A2IwpDtdbSjabA2LXQz/uWZZZntEmmC24l2ypQtDPs0YcI53OL10g3F7jx4F+CHzx1VfqCTCRq5NulSwdOqVW6Zrx0jJKraIPh8FWT0lJXmvEEMp2KkPignZgyUxesrQBiwdPofNBulKUQVQqFGsRdTuk4O+9tIACHum+SbmCsRQD0RiSl9gi5ZVSCss0k5eVzllc51mtJZvCUgvBWmpc8caQOyGo+NGAMvvFbU9ayrw1zJNIurSc0Ohzfg6H69Y6B+CN11BR15AKjeG+rivrsmhrohACpnmS3G+WlleGHhd35P+awSNTMgERiJP2G0OqQmPLpbURecZ+wBivwurinGWQSssaI9O0crW/wZSKd6KZM/QDIYjo8v3Hjzw9PGAMIjD3+hXTNGNNZVkWQh/o+04mh1VAq3lKTKcTtQVNJVOK1b59CXlzFkV0G4xOLpVpPgkLpVZS39N3HesyS2+oNdr7WUQzKa2YCk+PD+zGnQJYToQvrSGvUkWK6wLVinhb8EzTSUStKywxcuMdr1+/wjvPz3/+C5o4ZRMlW5eIMTMlZfa7Hd/df8O6rjw9PrEsC30/EMdh670+HE8Mfc8wDCR128oxsiiiXlW7x1pLWlbGrsf0PVXFxVJK7HY93g3MBnKJ+GC1YmeJSps3ikbkXLAmUZLdbKRzzsTY9H2quHsB4zDKdQRla2jPqLPkWlijMJ+6EBi6nlwquWScDdqmULDW0Y8Dy7xKpdJKpagBiFF1kowLer+tuiUgrWVdIHhpc8xJggRnLcs0M88Tc5q3fmADlBRZl4Wrfa9zhFCb+76j1kCtJwn0EaAiVxlbAcfN7S3DOHI6LRyOJ6ZpFq2ocpHgv0ziMDLpGgEhLnVBqDJ5uwaKYLQiwMYEMFwkiMqeObfInJPAAriqrQTIeTVHH2iAR1Pa0erziznA2iZarBBS+eMDSGYDEmSrVAUSJRAXnZC6VUSM2vOdWV6SnOZaL3q6GzBQEf0sqdrEXDdqe0XGtEWqM0L1zWpQZqCxl0yHdRVTgzrmiTvfmiOmVbvM2d2jGkMxFWt6TO2hdBQClUYrfpGw6/8/9dt6dpF054t9LkGji98/Jx3p/S2wOae93GyRxKsBSE1Ixzwf47KvPffnvwRbSjkDSG2MXY6vBlQ1sErBlmfnx4vPLeXl5Xpx7uZ8Ti+BoO3a8Pw4Pn0z1X76/F8bo+0lZvdbNyNAkKmVpmnW3un894vLV5+/qbii1OevuXjvz7KRNiBJPrM+e/rPbdUNXK4oM8k1V5iWnMvW9OokuGzR70XrXLm4GJffVjBO149tHY8XwMUZBBPDAXWB+RPZfPC8enXN0+HIaXqk1MLr11/QD4NgGMtCXCNB21yaiy0IXT7nhLHKHq2WmiFmiUuwnpIi1UjFvelI+SBznujdNO08HY9G5iIu5kQJnpO0JRizgeetKHEeyJ+57joGLtc3g8UZbWlTQEz+LsfpHBQ/gJ1JWZzNbKmkDGuSBDxmATQ6L9Xt0xw5VegBZyxD3+H7TuSBsjCEi56fcQIelWKEdWSFJUQIMk+VLPNXypK0tba15tKYpB2yH3rmNfLt3/4dT99+K2Dy7SswkA4H7DiQThN1nvU6FElgPgduBq/AeIE1QZ+39UYuWgOH5Vk2RuLuephww27LKzOVdY3cvPuCx7/7FQwjMYsWo3UWXyvTPDMMA13fU0FMVuKEdU7HkySPLaavyDUQUdmsMYbEVc57ksZH3jo53BCYgV/+4tdcX+35Rz/9Cw6HI/MsQJqxls57cQnWYlXW59npZ65RDEuaO+48Lbz/7oOYljjLPE3kUnDeE4Ln6mrHX/2Tv6ILnl/96p7j00FkL7qgmkgzy7ryxbsvMNZweDowHZ94dXvNz376F6qhZDgeJtZ5kiQPwxBE/1OE1xusYHl6PPB0eBLZg5jpe0PXd5THJ5Z5YXd7i/VO14kq69g40itTpj1XIt1Q8JeFkD9vv2OTdrVuGBl2I8MogPvbd2/YdQPjbmQcB/pBC/BxUa1VuXcpRUrJhG7cGLXGGixZWThewSIjYHArpgASOzt855lPJ0rKVCwudFRrqUnmGhHyb8XdoiCIw3SBx+8+8nRciNkSq+M//t1vuNntyTiq9RRjKUYF/23Ah541trm5tLqBbAVIkVZV31qN91cwnSBYrnY9t29ecf3qFe/evSbnwjKf2F/tNqdM5z0eCN6qFjFbS7i1kpeVgrSKBU/oAz5IO3BJLe4XsEfN06S9GssaMzVWJUCoFmnNCg6pYyYG60SzbjVZiAQZlcfQqCPJ2t4PPeUkgtY1JzF+CI40HwVjtxYXvJAF1kyqMw6RBOm8IZVA0iITgN/vqEmuXTXCgsJarPMkpI0a1RjMus5mI5p5Vt12NcWVAp0xMq9q7FtqZh/33NzcsE4Tp2niu+9+xZr/dFrq/9Dte4FHIJWurK1SjblANXinAnT6IHZdL6LPFVLMxHlVt6xMqAXiJNTkDgwCKB0PsoCknDCBzX0rm4INljVFYTB5z7qKa4IPgXEf6HcDHz6812ShqF6OgBs5JWVOSAV0m1hilJ7mGDea8+wkMbm+ueZqvydpS5jY0S/ElMR5SyuoRcXSqloZxij0NRN6fSjLlndYazgeD+yGnq4LZGUHxZRIOW+LiwAxKxR4unqilIqzTvvFPd47dQUAZxymiivJ6TjJzxi8C6qNIwjr2A9477m/f+TtF28Yd6NoPCUR0l4XQwgW33n2dqcObIa45k3nSJzVAqJVUVjXFa/XIZeiTmjSvui9V6aPaPmktMjnrOoOp2BKrlWt7psgaBZh57a41lYFkM/uQofBEnyHtUELPBnwON+J/J0xqkMjjKK+k0qR6DQJWLYsq2oASDtbrSJm16iRvWpQiOBi02xCga6erEi2fH4RwbUCfT9wfXOL8zPVOIyVoCnaRSaaLrCumpq1ZAk28UYhk1QV4GtVB7NZh1YFjUyVqqNtM9l5uUOSNE2MN2ASCdqtRp2ggIUmiQaaWKdp7mpbCnnmPGz0TdNqD3/8TVwwOOfWL2GvZ4m0soku/r4l96WAuvqc234uP6fgjOfp8CjzW+g2naSUC04ZKU0UVjsnVeD2fD/kvopg7Tz/nGEYCX4E21Gqp9SOaoKCSY6KQ9gyZ0bV5bZhJb8NnfhdaMUz1lGLUuQ6ydtpi6YxF+NGL4wxwgpqQ3C7Virw2E73+2zbZ7343fMTYhvzn2BpF8e4gU2/ZfOXOge/4/PaTXy+02ded/ECc/GL7VjOz+mn/e/P30zcTooCjc9P0jRRsnI+LsH1L97zEvi6+N1z8Wu2ay3Vx/P8US/Or75sE7wAic5H9mwAbPOK/LYx7Z4PiLrtU7cEubF56zlC0/cV4ENyaQGOSi1be9yfymYNdJ1jHHsxyogr6zoRgugVUhX8yGfQ4AxiK8dVL6MzDowT7YaS1KSjKrgk9+vsGuSoWJp4dlGHyGbrXmwHF61tolMpLd6NSWTVYr616AvAcl4ZzhWM2gYk2+HjsLZpcGW97yJKu1W3baAi1uk1RqZ5ZVoi/dgzRnGs6TphtK/rgQDsesfQB7XRNlLB7zqiCuI2x6T2uKBzvGRCEg+i89wG2CgYKkInkdZe6Z0npsh8OpGmSc55PqnNtDCl8jSJxoX30u5mLEQdv1RhFO2v8fs9629+Qw2e8foaamW5f2B7RvLKZgLgO+h65uN0Bl3VYakgxhvvfvQVj//p5+CsiMAWmSeEVCVsLqMmK1yAgS22bMXFUiQGCCHI/dPpUzTHJL4z1rEukc7Lefq9JKaH9x+oOfNX/+RndF3P4fCobB6RtVhX0Zhr7Wro56eUmOeZdV1x1rIuIl59mk5YFT3PWdzNdl1gv98xqEGLs4b7j/c45/jyq6/Y7QZ+8+vfCKNIxdGbllHXdfRdTwieb797z+FwwmAYxh01w/39PW/fvObu1Su8d2Iwk+QZ+LW+Z3B+m9qd84QQVDICfNdhnZNE1Xs67QawzgmIocXrqkDdn7c/YFPGsQ+ergs477SQK6BcP/TKLusJziED32yxkpVuy00r1m4twnkDz8slex9oc0FbvUqRgq1xHmcqzneE0KsuUSGmwq4fMMZINwFQjWWOmTkWCh4bHLYmliXyzfxA6Hf0+yuMd+QqBfkYC7k46sbyNmfGtTGwalGonG3hqQX2A2bs8Z0T97nOsfNg04Izmetu3AS9vXfidKh6mlLwV7a8xv7q2YMz0v7b5gkQyZqqrtXOi2MiGIoR0CmVIiZULQfRfLu04oQy+WstGGsZdz3VWDFJ0FyHKrqIoikWJNcuQuIQDStpvy1UsjHEklmNYXEnijfEpRN2IZWuk5bj5roXO2URtdytCoAkDF8pmrVCmrVy/t6xrWnNAftyC95D38aKdCBdX10T54XpNLOmI3V+YjkeL7Tw/vS37zWDSTVR3AZqZZuQhVrucU4WHMEFLBZHzpF1WlhWoZ85Z+lCwJqCMZmcZ9a1ENfIGleo0PVBbM+r6h0Y0RqKJeGCF1eOlLHGMQw9d29uKDnz4f4jBggh0Kz6+q6X3sxalUYNpkjbVo6Z6XCglCxsnpyZdbHrUyKEjmosmUIqhlhgXRJdCGRtK5K8oG7Xx1qp8PngMHgNoAy7/Y5ckgh01UqKYg867nakpycV3GqJqwzoZT07oxm1s28Ll0yGVS1YvQpGi2uE904Wf6AhFIINCHMrrhF2A2J/K/pHy5IxpsMHr21coo7f9fI+3oiTXd9bgi/kHKlpprqmeyMBWnPpCF3AOa+pm6GUtLmpiT6NoMatAlVrFktLrT4ZHWtVjzvFtAnVOeel51lFJ22qOgE4rKubyPDWDpEFCXdVk5UqLLiUxOWvJBHS3hhaOMYhUG2mC504guhrrJHAyhWn49VoJRWaxae1DucDoesZkKpeVsHN0HWs67olPiWLYJ1TcMjoPTPPHI+gOXwpCqQT7Tm5kv+3xKwFwk3A9Jxk12YtRlHh53aHNKBsCUv7XUO3tuM4f9LvZVD8z7VV6a3eAJoL4GwDjFDQbAOO5OAbcCaJq9FklGftfG0rRcS3P95/ZDfuuL6+YbCiTZJKWxjddjfa1qTIa81QIzWvlLSQ0kxM9/QUWaStlVa53DSMtGWnJUDwyTGdP+PyevyuHTX5/xzrSFEosyXvbdBwVlFv7KPt9J4N0osPfgmWfI/tc8yYZyDX5dt+7v0vDtCYF7uY8/tb+AQUOlP4zu/x206jXv7xYidzcT2fIzW6x+X4aPvyfN+LOUyIAY1dWLdjbgy6ZzhWhc/pkNXGUGyfhTrG6T3d/naesZ+P4MY05Cyyv529+fwtuzxrg5HnlAac2xcTiI4928Ze3f7dvkz79MLmPKYMj//+X/8l/+//x3/i8DT/9gP5AWw5Z07HIz50XF9fsaziDjVNJ/p+xFqPV7ZPY1FjLsBt1ZbaWJRWiiriRJakjd+pjpoV1yfpjBUpgVaIqReacMY0rqnO9wAVtV7WedWcCxKmudHW+uKxUIamcYIp1/OIEptomXoKTTVPkzyt1nsfWJ0jFohrYl4SaywMQy8ue9oGb6xhv+voUmW/6+j7gEGry1YMNESHE3I1WgVv1eeLgZq1Hfdy8NbK5sJWdR89S2tUa0wLlFBgOTEfHhlvr/HesxweSa1fw2pbXNafUWbluMN4T3p6hN2eMAyUeaEsqx5EYRPMRZ6TWiHN0spYUxIQShMZAdPixqSyjk2HD2M0mUsYdWEVAEfb48zZ7KYVTKypWO+02KtsDaPi6Rr3r+vCsRRcEGZ3Ton1eOT03QfSz37C7e0N8zKRFBCa54VpmjZtwlaggfrM7cx7zzTP22dK4pqFJTUveOe4ur5mnlceHx4Jb15zOBx4/eYNX339Fa9e3/HtN99hncMmKUbbTsCHcRyFyVArjw+PTKeJ0I90YWCeZ3GNxvDq7nb7OS7SlTCdTuRcGLqOrhcQoxRhnThjmedZnswgbI3h+orxesfd3R1xXckpKlNB7vAwDP+FM8h/ZZu1GG+xncN1Htt5TOcxwYlrc/tyDus8zodtjIHZjMrEYVgABGut5GJFACSjsXvVeMA04IOq+xU1/ZF2XxPd1gqrAkJULbaJBr/Fdb3MX7niup5gPcZFjPMcjjPXvSUMO4zvIGXivAhb0HeE4khVGFHGuu0rlzY/GIyC/sEborOE3jP0jr7zeAvBFPI60/mBzvXi6lbAVtGE8kF0gFI2qtPZdDsbgPw8pqiNjVQlRi6limaskWudqaxJWPoSC2uxocrvqg78Avo7SKjrHXb7e9XIo9SqeIHkSDkn1TCp1HB2toylSBtdzgQs0UmXSOecGFkNneoViyB3TgLytZip6R6VmvR+yn6CXlhsNRLGFTWp2ZyUpfhSa8U6S0CIDOLGvbK/2hPXlek0seQD6+mR5eERTpeadn/a2/cCj0IIQrPTNqGSM14r7yUXIlEACSN02Ok0MS8z02kmpaRiWsIAGcaBGBdOp0WS6SwTqw/dFjSJcLSXPk1d+HyQ4ECEzxzDOHB3d8s0TWIpX0QMOGXRlLm57jkuKyVWFesUa3RTCjkmyip0MtcXijIIsJbHwxHnRfE95ypfRlqpbPGs2YCzOAUjCqI+33nPPE/U7DAEoeBbwzjumaYF5zp86MWGNsr1W2OhVKmYOevAJjJWvtdgyViL9QvWZ4zzYoFYK0aFIC0V50UDqhQjIJBep6SgUlxX+r7T1sGZoCistaJlk3JiGDpyQ3cx+OAIzquTm7SxlVxJURTxm6CzMdpQouKHzVK1ia4K5a9QG5BnwDtLXZNID5hGMS0biGKdE0p7QQMgi3OBYRD6qgteKmdu3Rw5gnNKjdZ+55JZVEvDKZsprpF1XkmqYdLonCmKEHLf9/TdQEIsX11zwEkR78Sa0XvUuURp/ZrQrIswwKZVqfbWiq6XMk0wEBU4TCmKY96yMnSdOBVsSSLPEsGGGTUcCDT43nLWM4C3tUAZff0FSNAmPCnJicCnvFpZR7W1rG0fwjPB3h/i9gJIkNO75EvZZ+BDw8POIJnBOhmj6yo0Z6E0n4OIVvWvufL49ESu4urRBW2fLZViKi5YTPVA0VY5TfRKwZaIKTMlnijTgTQ9Unt1DNLj3BLtC/DAGEPRY7WmjbdzQr9ttSgY2ICy7Q8XgJru11bPZwn8GfiRJbwxETiDRm23evG94RkLZru4tl6+5d9vewFwPQNszLMRe3E65+fhGWCzgRKFZ7pJz66nArPPni9eXK+LfUvl2clu10rBut/2UvPymDiP2wYetcCrCttQZK50XG0Tgib05qKy38aAESF3Gcv52dioF+ctQ/3yetbt0DboSEGD8vJavbjBG0sGaAzHqscuLBSzBW/yvtCE6TcG1XYZzvf8DKrr6/Ra/2//9/+aX/3iww8ePFqXlW9+9Ru++tFX3N7eMq+J43HhcDySS2Uc9lLJtOd5J7eqZ02gLjAAtWSokjyVGkTEGQE2CkWkyoxUtU3dlNeo1cq4N+DUAAWj1WIV7j5v9dnaA8LkqKZSc9oYJGC2tgNne4pJbCC6aeLraJJweT+1qr8lbOKws8TCmivVOLrOgtmxLAs1i5bR9fWeHBO+C1hEg7MAznf40NF5TzWGmEUMNqdIiknnJT2/i1ZIORwjQE9zVtsG/vnB1cZxNuZgLTz95td8/S/+OXFaWQ3bPZBnyYGzgOg+6cVQcd4KMUm7jHPQBZgycOnEJcdU1xW1AqKsCXs1QszCtPaejx8fYByxVRx7mxMStZJzJJWqQlfylsJoPc9NVWMNa50umZbTMrOsMi6EiVSJccUayzwdiMcTb969xXpp6zHeEz/c881vvuUv//FPGcaBWYtkcY0cng403cE2nKxR99wkbDTnLNPpRKmV3W4ULZFS6ELgCPgQ2O32LDER16hFzor3jt3Vjv3VnpQTu3HkmItILGSJKUVsudfziOSS6XRcSkeBMFrGcWSeRW4gqr4ltRKXhU6tubsusCwrlEo/BqZ5Fh1XZ+l2O+7evmEcRe/04eEjfpNRkFbIu1d3v3eu+K9+Mw47Dow3O8LYYTqP7XpMCODFxKYx8htDx7pARQrxxkhrEsVIHoYYCBgr0Y3RuMUooE4VcAUrzqK1FrKCQ/3QA0o6yImsWpfBS6vTskYFVQreGvpht4l8d0HyiTgkuvEKH2HcX3Pz6jXGBY6nmSUWvPUMeLxfmdxMLZJTWu+xzjNVZYMbKUKPu5GxD0zTkaFzjKOnCwbnZM0sygrPWUytbLVYjdOkUFlx6kQoDFQvYcwqzyw5Y3MSjSJ9bp2pFG3fyiWrYW0lVUOMVXXnBDQvCnqTC1njFUoWA2kDC4X41ITHM8ZY1T+StttGGkhxJS2LAOoWaucQqYlETBGjxxqspVMwsThDd/IYxDXReE8tRrWPAIzGU1DVlVuwI5kDhXElzFjRLs9S1NVYsElMtGjNWoN3luAcXReEFLIsnK72rOWW4/GWx4/3lHn5PRIIfzrb9wKPmqxFqZVcCzlXXHNWyyKAba1TpzBBgmMSPaRclPaq6/H1zTXHw8rhcJAWNMRKvutloW77t+TJObuho1tQra5abb9xGFkXtTetkqTfPzzy4dv3jPteGEd647rg6fqeYb+TwKNWqrJGci7EaaYqZbk2Foc6V92+eyeNW1nasOK6KGU8U1ZBqmNcyEvEe0/XveLjdyeOp4I1nu8+LJRSOR4zHz9+R8mZL3/0Ja9evWJVHaMRuLq+ous6Ck5Ai9crJSW8M9QSOT09CFB1OpFTwhUn1EXvKaoHUdQ+13eObthxZTqOxyPH04FdHRjGTtTik1EhuY64ngTsU2Hxvu/hwllLEPsirVbWknNUWmNLBKq2HBasQVF7aQErIQgFWqmJXRcYh4B3hhQzxTlsL3Tgbuix1pFS4XSaxdlAHcx2+z3DsJMqWFz5+PGJw9MTTZjVGKhZ3BByTdSiLh5Iu6LcN+kfts7RGQEO4hpxxlKHnmHc4UOg5kLJVc9HA2Us1ngV1JYKYVwTHz8+8HicRauhVKzz9H2PiysVYVU9PT4xT5PqeUi7YxOENI21Z4SGb5wg3C2AbQ461egEtglE2/N+hs1ZrAXlxqBV5UZ9rWc3JQCBQTXfVyBJRj3mXJeWSpC6rsk69sOZCGs9V4mLOqyZahDtI2H8UYqw5QARbuUMsnGm6crWEhpx76hqLVp1QW4MOuvEac8ay4ylVEn4g4UheDyVeFoxJWJzpORELImlZKmMFygKereF7dk/2206C21v4EcDKmqFNIHfnV/bymotAfqczsJLRs8ZKTi3R1kuQBvd55lw9na5ZLOVTUzaVD5h9/y27SUDYGPWXf59AgZA22zMxT5N58tUznosv218tuSvgTfb/z797GdA3OeOW/9nX16PM8C1wUqNsYDhpWaM5DH14lCsgO662QqmFIp21jSWxNYiVirnJBw29AUQgfXLw1JW4gYcma0IAOdK4fkaPAeOLvHky7Nuc8o0T3I+bQy162AaYPRie6aLJFVgadwTFyiArCLs0pwg18khTImtleoHvuUYOb7/SLq+JjlP5wNTqaJDs0TiLrIb9+yv9ufKaFETiirgkDPS2lC1k0/a6B3W9dRqKSWqdXKmscqMjmcNdYFKMeKklvMZ6K5VnTiNwdS8vUZYqQoA6bnUDRCUr6LPlO+c4ByNnWTAeC1S1KJBuKybOYlmZk2FeVqZTlJQjGvCWE83eqJJjF2g1ExcxBrbWqjOME8T0+ko7Q3aau58oO88rjqWWCh5puRMbO1kTVetZLYejW28l7Mu27NNinlZ4yrZdFyri9ZhPrK0z+gHODye5wDvUAVaMEZb7YGcSGukWCs6SNFDagwDL/eqGm0P1vk+hK19La8r6+MTP/3n/wv+/cd7dW5i0yFxDQwyYmYj2pBOWNtJ5AGsD1iN5Zy1OG8JwfPLbz/SdR1D32GNlZi8CutfgEbL9c01FWmN6/d75tPEb379G+5e3eGMJKTzPIMxPDw84kPY3Ji9tg3nlARMMxKjnU6iKXn36pZpkvYzr5qVbbmz1vL2yy/Z7fd8+eWXdH3Pt998x3fffMfxeOLrr78SV9oqReLGoBPNJpGa6ELHOI5gA3Bg3O3YXe0F0NRWuZQ0d0mJphNmqmhUOmOZjzOn6cjVzRX3HzLJgGstVs6R0kqKiTD2GGVAjOPIfr/7e8wi/5Vs/S27n/2Ur77+SsxxvGiXikOawXY9NQSysaRaMWRxxPZB5i9E0iJjzoRpo/ErKs2gIZF0ijU2XivhiZNzzasCG4l1mZiOB9VW6vHecP/dRwrSihh8J8zKWnj31deM+0k6Z1xgXSJ3b99STcft6ze8evNG4mn3JNqouVJxBNuLsZBR8MhI21vlzNbd7XZc7UbWeebN2zd4WwjeYI0Used54ebmCkvHuB/wzog2UJubrcSw3gVKLwSFagQoMTFRVHPQpIRzUfJuNGfQuKRqMSvnTCwIi6mKA3Rj62SdY1MUQNxoEb9aWForb7VgPGuMWw6WY8ZiWKcZWwu9l6KGAdZlxnUeV4uwMI0wQnNcwPXKEIV1nsV9j55qRQd1nk8aL7Xo2eGCMmGNyEOUmrFFQMHa4ibNdxr2gMYxnTOkIlrOJWUsheBk/uy6jtB37HY7rm9uuL+54Xia4PAPQzj7e4FHx6eDiDIqhctaKw4Y1WxiyJRKKkXafarUraxzgugildGSC4/HJ47zxJJEIygEh+tkUCUNBPN82iZsa0WcewgjvgviTkLhNE38/D9P7FRMzdKYHdKrnHPFhsCyJMZhwAcNeJzB9x0YQ04nHUTdtkjlKuJgWYOtJvxnjWNdV7quo+t7xnHQIqHo9azLxDJPpNKTiyKpaeH1mzcM+x0fP37k8XAghMBuv+Mf/9VfMs8Lt69uubm5IuWs1y/w6s0rrq+vyNlxdbUjxZXpdGKZTpQcCfbHmFJ4/923fPzwHQ8PD8zTidJl9vu9tqitAm14qTQ598jNbdBJSK6Rdz13t7fs9ju8c9Q1Y8IOMMzzzIfHJ968fs3t7TUlF6ZpZp4SOUdhYhvL1W7URKc5HBRqSZyWld3+ir4LGES0co2CivddoCCaUiUXjscTxjqGYUctFR/CxmxaZhEhT7EyT5Gnx4ndfsdut9f+cUvO8HB43NgepRai9pp3PtAFXdBj4ng8ssYVbyzjMNB3Z/Htvu8Y+p7dzZ5lFq0mEFFv5wM5SrAX+sC6SutbrcJouv/wSLWWXCrVOlwIdGHBzBPWy9g8PB0oJRGUodV6a+sStRVRq7Wa7Bt1HGptCmgVRTSVBDyyRuw+N8bKBhqZC2xAJ+patBLjafwcaUEogJNKDXX7ojZwpVxkim3/H8BmpAJvLgAzATELxgQFL8pzAKSxUrYEW34OqkVwrrbLNbfFkBQ0nw5Hvnr7BTf7GzAejMd2gYwRxxWblYFngKyJXMWhOlkb8FMoxVKS0VZfOXJnVlJ2xNXiO6kiWTqsvZiulZ0niUxLnOvF92fg4LdctDPA9BJA2t6raZq8TPbba1pExvlaGnMGjv5LtqzCsa3XH7RNpKpeSRPEvryXlk1c9rdtG7bdgKaL37eKRjsvLvZ7uX0OaGtJsv3MOT/bPz8/xou/GWUoVU30i3BPOaM0Z0YaNW8MkdaiC4jeyQYGafvkZ/Csy1MzF8fRWCSfu3O1lg08okr+LW0tVQOrqkOqgVUv36UBtW2wmI2dpGQkqrY6VX12RZeimTBoi9HFvZc4VthMzSHxh76Nux0//au/5Je/+jXTEvnJX/yYd6+vmeaZ+/tH7n/zLct+z9XwF9I4aHowbis0QKbajK1OTO9LUfLIuXLaqqIpZ5Z1oQtB5nwjjCNZGyrURC5eccoirR0XDENpiyznMkIVA4uzM1+bPqqCW8qUKto+Zc8Njg1w2Yh2WV1MQydtTWmiG0dedeLyeriXVvl8mrn94oZvvvmGeZooSdjacc08PJyIBV7f7cSUxepc7CzFegJQa2ZtxYJaoBs4i2Kj4FE7KAVnchHxbAVnJcgJdEPH6TRfPD/6zbpwPBxEkzJ0pDUJwLO7ElFtuZhy8rZiPNSHg/y+JOZ1Bqf6SN5DUpc2H87zUkqwRBj2QBBgUOdIkzPDOMIwUOeZqGy1IIsJw9hTgHlepM3fGLyxOC/3rlAx1mq8Jfd2jbnB2MJSoIj0QMksywS58NO/+inOeT58+MDDx/eYXNh/9Y799R5jJGZLcd3a/Z6enhiHkSUuBBWmXpaVeVmY51mAAe9xtVJiXL3BMwABAABJREFUEqOUTtyY5mnSpHjm/v6BXOHH//hH/PzvfsmrN6+Ja+Q//+3P+e6777ai6zCMMk/qpCduhZ55PdEFz35/xbi/Zk3SlrTfjwzjwBIj87oq2/1ieza/6HPmDCXKeYy3t1yHgA+OKZ5YsmW87gmd4/ruSpjtuUq7alz58/a7NgNeWBwheN78+EvefPUFr17d8fbta/b7ka7v6HwQsoJ3OKPaXBRa27Vxjs4OYtxQ1ZWXQjVJn2MpBBdnpMBSz4VaqITQMcWFZYlAxfiOYXcl4EnJTMtMXJPGzxYvSS8f3z8xnVaCH3A28OtffcO/+5v/QN+PHOeV8vGB7+4f+eLdFwzjjtB3pGXFZAG6+hCkNc6eW+T2ezVgqZXdrmd/vWe3G8T1vCa8rRh1lOv7wDiOjLuBYdgROocNVqXcRGPXeE8Beu+UlCFAdamOXTUbmCZu1gL+rCWC9fRDvzGFas26Bnly1qKAEVApxQg1k1YhI1gDxRQpegVwTkynlnVFZFsKzmmBAIMzgbRW0hKpacUhjH/SIuB3SYz9wNUY2I0DY9/LNcqJHGeWKUNZKbnfWnOlA0odOI1qDRuDzeJyLOwsuwHOW+5FVamaeg6NtXATPAJi1QIzlHVlXVaW+ZHj44HH9w8cP34UF89/INv3Ao+kKOO2diSj7TzWGFznVUxZknaD2M8mFdqzRkSOu17Eoo+nozgXbO0hlnVNrDGJZo8PSq2TCr9THZ/dbscw9JxOEzFGlnkRlo8mHdZ70royrwsxJvZXe7766muOpyNv37wRMcWYOJ6O1FpYUmSphs44apaJo+8HxmGkifyJrab05Ieu42q/Zzf27PYDQ9/RBY93FlML8zRxOp54Oia870gp8cuf/5o1zvzkJ1/xj//qZxJ86SIdtf3v9vUdt7e3lJKZl4VF2VjTaeLDhyM5rbz/7j3vv/uO5XikHzx/+dMf89d//d/wk598xePDPb/+1a/58P4Dh8MTT09P3H98wAfPbr+j8551iYQgYEzTFgLD6iI5ivaCc17AluClDa/0rGvkeDxCFXcMY4wKfIrNY6s2V2V2bTqa1rLb7zFGWrwMhhA6rnaVZV3xEr0wxQS2EvZX1FxZopgAr/cLtcxSMbIjh8ORcdcJNbFk8nRiTivOG/I8UY5P1HjEeStBiDMUU8g2i7J+OpHWQkyJmCM+OHZDz9X1nmG3I6+ZEjNXV3tub2+IJOZJWi6dMXT9gPOOdV6xprC72lFcJRrRYigqGi4VAr/1Yp9bjM4S0xuLropgZFwXYdc5qRZKtcKLAZVVkEhBTKtJQjUKmLT2s/alIvYCNrWEgk3PQqoCFVNV/6cKtwa1jDLWXOAsrQpTt1i6UWc/2zr1R9jO4uDPfgv1LBAqYBe0xgO0snQG1/Rfc+EoZKpUmrMmzVbckv7lX/81XgXYXyas0mNvpRXTV3V26Kl+EL0IL5ptfbBgYXl4z1M9UqplGA2+21FNB9VjbdCk2G5glzHPr/cZ2/kdzIt2jK3areNuA2Uu97F67n8IW+glELPdhsrWM6MJqNwPe/78zXGNdgKfvvfngK1SzqCV/OIzr21flyDTC8Dpc+dx+fNLlOVye/Y3eV9jDDWnCy0Enl9jnSPN5laoQuMXjIeqWlTn3LQBLc8ZY9ZYct4yfC6/EV2SM8hzPuRPn1UDZ8eWi8+sz8ZY2b5EWFMs3xvTpz07l+9aa2XoR5Zl1lM/PyfPXLj0d2b7fbuXdUv2mjj2y83YNlTlmx/CPPT7tn/1r/4p//Jf/oxf/PKXhBC4vrthSZE1RXIuhN7TxYFSCv+/f/s3vHr9mqurvbBfa1FtwgXXdezGHa3lWNrqI5iM8xVrpQ0h2EBV1mitui7Dxf/sJoRsXMZlK5w4A6Y5O9azJl6ryLetrS/CdLGQBfjLOeJcUIDzfA9rOTOR5PGs0tqAxQaHrz2Uwt3r1+x2O3KMxOMBax1fffWOq/2ew+Mj0/EgbCudxpyuV2IvXbUFDHLKPB0mDscjcwH2N2KlHvP52SyXgK6FYZQAvzGQ2nxmLV3XcTye9HF5DlafTid2uysR7U5F3sN5iPEMeuua460juvMzXWLC+B7bd5Snx/O8WKIcR7HKkopgb+TvOQtTqRPR7O+++45Xr19x/6tvaS3Q0u5f6Dp9zpzEBhUFAZ2lprzFo9ZLEauUQloTXScSEjnl8/qPMMhzhcPxxH6/l1jGeUpJLPNETCvOwt3tLcYYHj4+UFPm7bsvxJnses9+v6PWKoDp4wPvvvyCCjw9HXj34x9xfXujgFxPSonjacI6S0yR6XTk6vaOeVr41S9+KUBUKTw9HVimiVev7nj/3QcxO+lEbqHFu13XcZomfAh0fceaEofTTDWVm9sbvHM83N9zOp7IWXIRb4QxH0LWnGHBzmq+skr7W06J3X5HionpOJFL5Pbulqv9FcF5+q4TDZR54sPHxuD48/bbNwFSgw/C4HABh5IQCmCcqNJYLzGwFlasbeuepbWXFrKQlBGdvzUuZzD78hON36JECUtkwky5UFLEWRHcHnYjzhmOT488PR7EcdcYvHX0YcBZjzMHToeZ4/GeZVn58P4jx+MRq+2kH9+/5/WbNxxPE6dJ8r0QOkL8jtJ7UmrN262QUtRQoZJNwZiCNRXfBUpdzzlXQYqdXgXix520vQWPC5aCSLOUUrAghA1ar4HED/v9SMlWph7tuEgpUxedmkxmIpMpxAIZK0XaDRyStvntdVm1pbRQVGrTPDLgBcTzXkwMSq4KLtWteOucwfYBE8CUTEor/dDR76TDyWlLVMqR01Ko60LoOgyOmiCbytrc4L3HVoezZYurq6laeEBLuyKH0pzcjRdGpjDqt1AOqCIX4yy2CputqkmUszLPj/3AMgzc3txxevs196aH9/dQf9jt9X/I9r3AIx96XNez6ajUurGQ5DKarWfRquaKdxZUSFpEYVXsuQXLupCVmNQ1pNL1ATNKi1KrQtaCCKc5aQnJOTHPkwIahtNJ3C+cc6Jps0TWlEm5sO86vrq94/buFmMtp9OJOWeWecaEnt44/SwLxrG7uuH29oZc4Hg6sq5SBRl2I1dXezov55ZL4fFJBLdNrdIXWjLrGqlV+ij7vuOnf/kTQtfx7st3OOc4nk5iT1jOE0KJWbWfKtNRqiuPj08sy4J1PdN04vHhgWWe8NYQl5X/+B/+FlMKX3zxhuurHW9ev6brAt9945gmoVVWIKdCtEWc6UZhVq0xUWvchLdTEfc0a7O0RbX7Y6roWpnCtJzwyan7GKQkAJA8eEqvL+U8MRur7mILSS3OffBYK25lzgogV9NMzGpBWYU23XXSKldy3VrO3n7xmnE34IwlJXGKW9eFMhfiMrGusyz23uFDsziupFSFPqzaWaVWvDMMQ8/V9Y7dfhBLyhBkYXKOwzxjzBHLROelephrgeoxQdrJYo0kigBURUS3Ta14nWBc0S9TKc5RUoEsbm1y/NL62fXXwnAz4lpgrABCxTm8ycpAMtt/W7uZEZ2eDYy8BI/aK1pbi+qJtIUVW6XKUQybYG69MOg2Z4ilAUxtay4U1DMg9cfcmjC6/sSnQBKf/91l4r0tHBexu560FKj0mhrwww5LkRaMkrZLakxQEXIBN0pLZNZl67BCKzUpr8xpJZWIRyrmIrDqwQQsAeMCRoW0Pz3++uLrYpcGppnzcZ9/f/n6CzbWtm+9uITm01as9j4KUG7gz+W1tBcr7B80PMw2Zn8v8+fy+J9RaC7a1DbQqAE3v+e9PqHjXFynht9cglhn9PRiP20JaknhM+BKj6vt/8nhnPetuq80aDWtpucJO3BmOb0ATssGAl+83yVA+Oxbc3ZfMwVjJeDTSE+e8w308piaKDWTc70Q0m1veQaHGnuo/f3lyJW3VDCrMYlMO14N/s0lmAT1BThq2pgpCGtiE+D94W4pJ4qBN+++4OH+nm++/Y7Xr1+z3+9EWy94UoUcpV3g6fBENaLBl0uW9XsnSTdJGCzWy9wu91krwXgMFmsLfY84twKfDrwqoGUxkJKuQRWTnXZ2ucs9NbmQ8X0WUD/Pm9u+JVKtweikZ9CiisoWGJ1rSykyvRSp2lsnWhmuVkKtYCxpmeWznMgMhK5jOVlSjoy9lzU0iZaQmGyINo2tMmKa0KmwraywinIW6py1CuLq2fkgzJ8o1XURu0jYYcdP//lf85vffMvhFz8nHo9cjk3zxZfc3txy+uWviIeDsIRqEpYTuqu2x7XK99Y6BzAvuH7ADR2L93J8GTbwvLUBVwfzE9QRE5xcXyw5Vz785lt+/NOf8fj+noqI4mKMWHUvSavnIuRbStnY7S4Io14AQNHWa3BxFzpijMR13aaZatTq2zrm0wxVYrPr2xuePtyTTieG2ztpw7wwwNldXxO6wNTN7K/2lFKYZ4nXQhewTmLwuMZN58j7wNPTEyknrm+upc1sv2fYjeSc+Ju/+XfcPzyS1fzEGLh9/YqrqytCF2hC4N45aikax2sC6RwxF47HiafjCR88V9d7cs4cjyeWdRV31eA34wrbBZIKe0/LLOBRllap0AVizqxxZV0FnPDOC7t8v8NaKaYfjye5Zp9jqf55u9hEK8w5q47HTUPVSdGvkeA3MmpbBzWGAQW+L5wnFbi2rQWyrTWAKU138lJ2I5HXicb8b7Ogsx5Cj7VeOg+mmeA8NXTYCt46uhA4nSZ+/evf8OH9PYePjxAzd6/uGHeDAJMOht7T9QOjap/S9SzrLI6ZpUoHhylYr7lQRUHaI3Mw3N3cYoyXOdRAWqueszBmsJaEqFcabVU31mO9EdOjYprBGc5Kh4pVI46m9WOswTtHDjpmC6Rlke6KKlp31mdyd4XzgZQra0qkmFRvTxy4c07ENYmCeVDHS2MwOQpTVnO6rG3AwXtqcx1FCu5OQ2RcJZVIyisBT+963a9QamFdJihBjCNMBQQ4XucjNgSsC0qEEZH1LachULPo01rnpPMlyxzcRMAv8Q9j61ZgqWqk4J2YWDX2V1xXdrsTwzjSDzuWfoH5vzLwqCWoVYM/EXH20kKW0uYglZMwMZxXRo5WYmsVoboVaVVLWYS3W2zbbPNiMvjWy9gAKuMgi17NDCLEPYly+W43SJWzFAFMKrjQ0VsvE4X17G9uQDWYUgFjA763DPubTUh5WRIxFrpuR+hHXKmsSdpQvPfsr0WL4OnhXiqB68q6zKzrIppDRtVRSsXagHWeYRi5vb3Besvjwz0PD48s60o/DFzdXNN3gcNh5f37Dzw8PlGq0H0Ph6NUuYCrq54uBG5vbnB3N+zGgbzOvP/2G775zbecDgdev77j7u4G78RV4u7ujt1ux+FwEDG/ZeX29nZzZgOryvlKY/ZeNKQAYcOoMFwqOGfo+k5dy9RprQBVdBWaBFnTPxBwUB74UqxqNWxZmASUBkDczbIJVFNwKnJpraMLnaLTZdMZaF8FyDmxRqFF11owZELnCR5hRXmnny+Wzlm1hUoRwdF+6Nlfjeyvrwhdt0kcGC9Mj2ogrTO1ZoyyKIziM21SFgcZCQadl6qtCMYrWFNlARAeJNLaWavsYytZ3QnEzU3vSdMx0moe1ktVt1atCksQ2RY064TpsKHomnPZrbKpTQfPmCROJtSN0n2RAJZKrcKia39oi0utugg9A2t+GNtz9tHvDsxaRUc9jDZwbJO2aSwJg4J16Cvav+0en0OVZ07kpiV07cKW7T0KVYDvdWVZV1zf41yPdT3W9jjbUQlUGxRs13YMrCR57Ui24OcFSPGMDXQBBj27WPqaVjxvVfhWad8QgSSg1uXJt+9fMFuefeYfksS3fcyLn//QgfWMqcLFdbj42oAoc/H7F2hG02RqANIl4GXgM0jPi2vfdvkMSvIJm+b8nhsWVcvLF138++xAOetX2Rf41sUB18ac4xPgyNR6cTTbDoCsvefPPX/29lS1U9V54Mz0ec4qaut12WgubACXDA+7FY0+e97PGF3yc63nMdyA9KKCmlDEScVY/lf/m3+J955/+29+zg9xW2NkWhb6YcB3PcvhoMUMhDGD4erqCjCsKQpDohM7ZGu1JVEZ1kmdbqxx6qomLCKzjQGDqR5rd3jbqYukFvqqauSpaGr1ohNBLZSsrlrWbHy388p98YxqdbkVn0pbmwsYWzAlCQug7a/Vc2gjQY4nVxTgUXltYxCh2SCJWAgipuwKvuvo+4G1H5QUIMVK0RaUWLRaK0XDeSFiSJr8OFpbRpG5rrnRijCi/C2EM6jkvQA46uA27Hf84le/Zj2dzsLTIGM7BGEJa5VdMlSnIJCCsTlidyN2vyPNCxwOysCE4eoKvCc2J54WaFw8Y5I9uTNbShPhBuTXnFnniddf3PD4eKDWSvAeay3TaZFESBPxlMT5FsRuvhi5hq2lrS0JPnhN6NLmVtRA2z4ETqcjzjnG3cBuHEi7HVM5J32Hp6O41zq3OQfHlLi9u2Vt4IwT5npcI7txFOkABaway91ZYVGMO3FLs86TcuZ4kOs1L6KL5KwlaRH26npP5+Wc59NMKYXr62tqhXmapTXyNFMq3N3dcfvqmhgT337zLYfDkapxYqVS85m11A+9gFEGyOqwrABVTHkzMvDe0wXRcRFJBGHCLctC33UiOvzn7TObEQ2qq1te/ehrrJdY3ntPcB3OepnzqhEnLDS2VemUmp+DQmiu2gqkgBbjdJ82LyKaSVUBdUvFmEKqFW+ldSurIUGtUmifphPzw0HMl0zGO8/QraqHKmPAqZukc1KAef/+O3zo2O3ka+gc3jcH6JnRe0oNGCvAJDlv4UU77FwyKVXWZWaZO+mwKCtJDZGurvbc3Fxju5Fi0PFqyAaaeYULlkxGu85pQvbGFjXtOTsPt/jIBWU+5UKNQhYoGvyabAhIWyapYpIaAejSLeeXWJYZvMNZNZrZ2tItuQFOUTphgpV5r5RMSRGysL/GIVBrEj3lHMH2BBy5WFzxgLbMGYhWOzWsjKOSM9WgeaAT3V3nqa5iasG6HnF1LZLfKePLGFHJ2mJfU1TvFlJcxS0yZUrOGDRn7jzjMDCfTgx9x/V+zzpF4rRQ1hOUlc/Gl38i2/cCj3LRJMNIBUoSZy+CgSVT0tlJgVoUUGqaLJfBtaGYzKqOU9Zom1HwYDLVVGJOmrSeW0Zqrczrgtde03mVfuoQA/O06GdLMNv10lLlux7jPMZ5pkX6mHM1DDsRpNzt9nTBS6Xh4UjJK7VallVFgo0TtpMXSmNMmcenE84JNJtyIeVCVNcMo9oQpcwYK/pIrdIWl8zj0yNd6HnzLtB1Yis5Lwvvv/sggswaJIoTGFxdXYnDQxdgHHDOMQyBOHumw6P0kj8+SUUkrnz19Zdc7ffMy8I4jluiH1PCeacBt1S1vfPgxL4ydB1B2wSpKoqtyHcIshAmW0hRhBuNtTgvD2prKzhPQmWjwzfZEqeV4VKKupQVCXB1csMEvAsK4qojQqqbaCEI8NiShagVnpwjzlv6EOg6jyHjvAArLYnJCiBZg/aoiqBhP/QMYw8YUk4iFocExs47GSvlzKIy2k4mWbfV4wTnddy5iogzN2jiIpUtz+uzG/jaHilNvO0FKOTUjteY5p4kn1MQjSOMwxgndPQNJ2gw0Pl5O5sVmed/OxMULmAXCVrNxiqR31Ydw1XPbmOp/ADnvqppjlGQcsNR9G+Kkck43pJaaD0bl+0055abC2DB1POcxuXXxcVsn9tYHC1WKUUqlDmTa2W8vqbUEWcHbQPtwHRCBVZHnMYHM+ebdAGWaCK+4UrCWTkDJRfH/uIqPf+2nsGT7TMugY2L8/vsvy/AoCb0enkxLsfK92GJfLJvPr/vs5O4ACXqmUEjP+v1Mi/HbDvnl+/VTss83//8QH/mGM3FteR8n8zlixvY0wCkevmnF99e3HADG7pZLbbZ1j/DgHTk18t3Of97ft/zi9rrtzY3s8E826nXbd96HiYX7MbtXRt4VJVlcvE3c/mGl+f12QlEmCjC4FOnNr3fAtyDKeokw3le/O/+h7/kP//tNz9Y8KjUSsyZfJrAGMb9HmONuMuonpwI+FqGcdw6R3PK2N4pu0IKORQ2C/ozk+timOh9srXDmYAxhWKyCI1f3EeU/WWIoqNURfuo5kKxYTv2NtZACkTS3nQuFEki0VqbhYEtjkZt4pVnU9rW7Da3NmON9npAsiTnsAH8MJDnGVMKrjd048CwjFDPBhjzvMra7DxFE8WUM7FdH9WqLA2UOSORankPcMEGMka+r8/nmThNnxHSRsZ6qcoc1ffQuHjbv2RM8DAMcv/nWcCqNdPtRrI1zPeztha3yUOfoaZHYtnAKqugTMXp4Tqsqbx6c8O8nEix4IOca5om/H4HxYgDr87Nxmprf8nqeFZwrZhUqyS8+rOxYg2es+ibdF3H6XQ4Cw4by+5qLy2kSAF1miZK6Rn6nnVdOR5PlFz44ou3qk2jIsOdaC1ZdSRLKZJS2iQqpBhrLtyDEzFK/nB2lhQNtnlZRby21A0cnZcFZy3DMIgMhTqrlSJaUW/fvuHV6xv+9j/9He8/fJS2c41tS8mbC6/3nm4Y5LqXQnUV60V4Oarot0g6BNFwdY55mum7TodA2QCzP4U22z/OZsB6zG7P9Rtp272+vmG/2zMOgzjd+U5YXc5r54NIQ9DADozOf9oie4EVAduYhnquK5kCVdozjRbXjK10wUHJpKrgS1VgQQGnUCCVKgzQagQgnBdyKuyGgduba5wxlLevyaXwq19/gzOVV6+uuLvbSytmXilpxZCwJtC5gDVFiwJGOh4MVC3u+SodPJXCot0WKc2s0wnnrrBWNL+M687uq1bdwYxachRpoY85i+tYkd6hdkGMtr22cKkayeFaHnJZ62u6mz5HsbxPVUwRNK8Rh2fxC8gF6TCKTYRb5n9n9ZnK+lW03a0IQFTSSs1RW9TVwMaUbYostajJkxy/tM1lJUAIE9M4S82yZm3pj7GkFPFUnBGXZLTTSRzCpEDTSBW1FGV3y/fYwrqoY7yuhZIzSmuhd05nc5FsCSHQ7/dMpyPMSdeYP83t+4FHKQuLwkAxFVOKVDec3xKj5tggjmOReRFAxDtpJ3LB46xhWtZNEykEA07s5cU9Tdy4Us4bGGVyRlqnZnzymxaRMSLqPC9RxP7WVQTUQkfogrhwOE9MmWlasc6zu7pmGAdxiOhHnHfMD49UI4r20xxZi/RhtopNLnA4TjwdjkzzzG4/iKV739HHTgbQvJDiQomZlCNoxeJ4OrGqxs/V1RV3r264vr6ilMKHDx95fDjw8PGBlBJeRZ2NEVeGu9tbjocjPogY2bosxPlEziv90BOcY5knDocD1lR+8pMfM94OfPvNt8SS2Y87utAxxxVqZZoXWaQ1PrFWWsnEPcKQa1Lk1WyMIQHD8sbC8c6L/SH1mRPFZbJQFSRajbSHhRAwGKJSjClSBU8panuziCU2hzTRARLBzwYwGmtYFqmu5hwFdUbBr+AJwZGTCJKJu0pijSspRaqpeG/xViZNCVYk0Cs6KcSoArAYAdpyVRthCd6qsZyN7I0SdwRA9dbLw1QtOZcNdGpOfUW1TyRhNGdaKVyAFapppLaZ0s8tToOA3ocKbT+lT7bkQfLGFwnbxQ+XbR0bGKHIianClFKrHWlnKxcrhG5Fk4BGB60/mAraZ4Ixo9bI5pwUVFNRqWnRINpWQU1+qVIt0v0bQ7WlyY2ptDlcXdBYm1ZM27O51DUQHNSlUpNd1wWuru44zTuMHzGux9hANV6DHZkLKUkWMHtudTBnvvZFVAQQoXo24KiBgO7FfXqGtTx/dj97PX9bng+cNXnOelLUsF3D82s/Tbx+73a+ARdbc+kIF79rTLmG7uhr22c+Yya1E/rkw+Tvlyykl7u+ZHq9PM7tXC+OYWP/vAR0REtPfnN+33rx7yU4sx1es+Wr54/bEu9tHr78LAXS6uVfGnDUNGnkq7Wbb6+t9bzPxalejsWmZfPsmJVhdGYEnr/k//VibwUZrASvcumtguZG26E1sLVucwMDI2zkkjBZnXN+wDmZD9KG+v67DwxDz6s3r0hrFPHcJBddOsgSVzdX3NzdcHg6sqyrtBLlQjf2DMNAjfJsl1pEOJvzGnBuczVc3jQpVlzc0yLAkS9HnHU4E7BqKV+SU1dKYdeWWrRtQoJjV7Lis01IvX2OzHW5Gmxpc20bUBJHNM2+BspXqjrpXYx9a8FDGAfWHCXpro5u6Mm7kZILrS1JtK/N9gy6zU2tObNZSpvT/QWoYy2ETtrVLkX5n6H053Nijc/WQj1gUDFerNGeipZxPd+3Fs2eUKCp6yAeNRH1AhDlxHlytrKf82cwygXMbo8fBoz15GIE7Ktw9/aaWkTkt5Yo1f51hWXC3lxRcnt7hzUWZzsKcTuNUiom6ySh7q1W45SgQtB1ER2T0AWJ2ULQsQG73UjXe779zbebbEBKieQdu93I09MT6xpZ1pWUEiVXfHCM48jV1dVWsBSzm8JuvxNQa00KMErit6bM6XhkmmaNjQy5JAW8ZJ1c11XY143tZi1rTCLMraz2q+vA9fUNt3fX0g65LlAr405Ed1NKzFNiXRaVUShbC1vF4F0lu8gyR8oiOYtXnR7nPQa0s6KyzsIyGPqefhjkvvx5+/wm9H6stXz55TvefvkVN7e37Pc79rsdgxra9F2vz7rOI820aXsfBTayPIdb9OHO62Bb97aCCeYs91grXee0iC1F58ZU6vqBq+sbyutXPB0OAm7tRqx1zPNKWhP73Yh595Yvv/xCzIFq0WJ15c2bV+x2A4fTxLzMUBJjHyBKZ4K3EoMnazEli26TtZobNHzbS/HaGjJsToaHpwN9P3DV7fFGtHysdgAVI1OckDMcUVvLUhJrqJLb3Czj111KJhhld1WZb7c2P6o4YcYoUa8aQxrEw5lW2HAe1w2UtLDOE8466eYtFdvvJC91lZrlOGstJAWNDAnrKtZWSl7w3uC8weYebx0VMUcyBrwyltq8LVq0SfCLWgVQM9CIIbVm+d62Aq0SR6qR+10StSguUQqiIyj5cTWWtK5Ula4RR8uVWhIlxw1waqY5tVbGcWTqOlgu1uc/we37CWYbfbCUKmuM9DFaC6WqQoNWHqUSYlljPKPsGkinlDk8iRBip73JsdmkO0c/SJtWVQAppcS8LFBFTd+qAF5KMiDyKvoxoe9gTeRS8aXqgmjoegkIfNdzfXPDm7dv2O33fPvNdxznibxEPnx8oqyFcX8l9F1rGccd+yupAC7rwuFw2BzBnPNCzy3NaStxPJ3EEWTNXN9K//S6LvT9gPeOV69e8+OffI0xlg/v3/PNb77jtMyEIP2aQVvHchJa5LqsjKNUX7wPSutbyWmFvAoFLyWOT48ipGng4f6e129fU2vl4eGBu5s7Xr1+hbGG+4/3vH8vYpNWK0kC9gmKD1UeWgxeq3/GSCUnn0T4MXiP7zusg+PhJJOzUnW3RMGA8/JgGiOgoA9BkNqoqDKCXi/LLNTUIAJnoruRFUA8M426zm+C4suywJq2IM/YQi4LpOaqAjFFlmVmmmdlJzltL5PAMsXIukzMQWmwChQUvZ+1Frz3GJwGgZaC1TxM3Y40yBI3XKOOZ0DK1JioRXQfDC+zGmETWSsAUHVVWVhOgzUJgFqlzQd1AFPwSAJnFZq/yBOMgWZC/0lly5yX1cuFcltqjcFsSblCUBfsIilQnxPwllv/EBzXZE5owI2Ve6Y/PdtaYtXGjRFPjtZdUajPWFqfE+I+V9JbwvKZA9LWiGIy3lZdSZWJYyxYj/diHBD6HdfhTnXDAqk4jDN6LzMQKEbct0oFq5bXDgWGdLETZKBsieEzQ7JLAON8kBdfbOCCBNsvzusl++byj2U8J1uVhiywgTDbR/2Bq2SjKv6+rVaeV20u264uf11f/P1z7/OcJfN7P3fbLh8q8+I6twSQF8noi4Tyk7a1JvVZSSx4+m1Oe349L46B9tFG/83nvxhD60/cAJ7KNseVBiZsSdZlUm/OO1+esgrCNzA8b+CSAqvOycvUaeoZaG0QcV7jlOWqzDpbZb2pCj7konbmMi8aU5WA4c46TTQGoJMnIF+wV36Am/Oib2G902LWIrI7SdvxjOHD+4/c3N1gnKEfRmKU2Od4PNAP4ibjnND+Syobg0Pe321xVwOHkorkX7Y2SnJkNpJMrZGcoDqDrWAy4AyWVdrvjRYInREX2phI8blrTFs/qxF9I6OMn2oFgKrVkDRm67rGQI5q2sGm0VM0ADfSA47vOpwPlCySAD53hK7H+ZWUC856+gGisoQFuBKgUdYBCfZzqaSaRNjDK5NnW9/0K64CJAUFk3KUh8gH0vISOGptcHL88zyLpmFrN0uJbZF0orVURMH67CjpPBjDMi/UTsGnZ9peF89eazE3ULO401or4F9JeZNOOBxOYp2dEs7C1fUNp8NEzQZnw9YO1o0D02ki18K4GyXWMYJtGaAfRtUGWqRtSKUAWOPGwpEWLr+ZcjjvBRzUQkXXdaSYmE8T/+Sf/yXGGBEYroXpdGI6zeqMB7e3N8zzIvc/ZnKp7Pd7AB4fnzg8HrU1MbOmzHSaSWtkvL0mdL2yDMRZV25lJDiP1Riq1sIaV06qb5RzwfhOHJet43iaeHx8ouRKPw4YkFaUnMm5w2BYY2SJkZ13dH1HrZ6UI8s8M+52mwRECIH91Yhzni/fvePh8YG//Y9/y+3dDT/+Rz/hdDiSU/z7TCX/cDdjwQuw6n1DeYwspRlhfuRMY8gL8HMuXtgmLmmgFn3OnpdgMLXF+Oc265fqgqVI54y151jaAAUBq2MG467obm5503XsxhEfOmE8rpm+lzbLm+trjscD1ELfDfyLv/6nxLRibKWklWmKDKESxpHTYyYHMfSx1ap8qRRpl5zxzuKDI6UiOna1EHYDwxDY7QMWw3Q6kbUzp8srrALqGqeC0EWAorhmjDfkXIlR5uWaK3FNGCzOdYTg6IdBDDqUDFJy3orjhbpJOwDkmLRw0SQsDaUIgFuRadAY8HnGxweZHksRo6JXP8Z0gxbVZS0R13UFhF2AmgSUKUXcIGumqyM1Sd7mnYdQ6YYek8WVMzgV8a6Fj+8/yH10jtD39OPIaJ20lRphYDqbtHDFFkvFVeKQokymxqitRTlIuahelMVXQ86OGjKl66EYdrs9V3sx8IpL5Fe//hYe72Xh/xPevp/mUWvVkZqEskEk0fSubsicAdXQsdjkN9ZFqdL3mEtit7+Sv2u5sBSpyjcGSEri0CYMpqQCdpWwJrpe+iWNdbggVYBcMx6EGozRqpih6wZyqZRquXt1w7ys/M3f/EdizPTjwOl0Yp0jS4p0riNUg3OBu7tbXr25Y82RDx8+8PjwSIor4zCSslh5xhgxNRPXhdNp4ng4sioAdjieuL7aM44jh+OR66trrIX7+0fiuvLhw0ce7h/Z7fa8ubvVv1tpi3t84uOHj1JxWRM/+2d/xfF44NvlSI4r1Ewthfl0oguOoe+pOfPxwwf+b//X/zt//df/LT/6yY+otTIvK/M8c/fqjjfv3vLw8EEEmU0DK6wYtrdACqmWCHAkE3BNCbyKMFKJcWFZCk9PjzjvGYK47J0xQun3DaHT1itUJ0lEWa03lFWogbkWqrG4AA1U6TqH7xy1jCKYRsV3nhwza5xZ14mcBJR03ugEn4ix0vc7oGCKVFpDsITQEwZR5jfm7EZUDcR1pRaLcSIE3g+DVLypWF9JWgUT3EQ1uBBHLUmSzFb1tU6sHqtJVGMVM2hCri8Tx8b8cTgj19o6t+0rtpV2SwhA07msgbG5+KJV888/Fy71JbaPfPbzlpS2n/Wz64tjlQX63HZgFfir3wcU+J9w+0Qo11zk65f7mAa2Pf9jaQDZlpL+fijh3MJntJvAnEWMt/c6V/h9t4cSqMaRiiUX6VOflsT+aiXnTlp8q4FqcWZTBpSFTb+en1RrzWrAEQLqf84prVzcpwYCKnAiDBF7BkCeXzj5N1d9D4P4qv8OkKe1arwEgj4LYv0B2yfMo3Yen9MLeqmncwHgPBPyrhcsgwuQ8BNmwW853stjuvzeWi3ffW4UGQVmVUujXr70d1+XWhNF2QTSthaQ+9CwOfm81pZsXjACDY5a8wWAVC9c2S7aiy4uz3NtI9Xs1WMX7ROngLLFGGl32uYdFdlc4/rsPbY2pxb4G2WG1HYN2j1t86BV8EifMZwwNZSBedl7W1TT54e6lQKh6/mLn/6MX/7il/yn//QLvv76C4ZxwHoR5nWh4+7VHfMimhrD2NMNb5immXVdeXx64unwxNu7d3ShA+NE5BxpXQpB7N1zzmcgra0Rl+O01s0xT+a/hEmi82GsMIa89RgF8nKs6pxbiVWKP8sahfVl5LO9d/gkwb7oEDZQSTTgRFMpkZI4VbXWdqcM79iO2RiMgxozh9NJCoPOYXIlxsIyLdRSGftRztsH6rSwTjPLGllLITuLCz3FFkxK1CWRlyjMo/8/e3+ya0m2relh36ysWGsX7lGd6t6bzGQBJpQUIYogIBBqCQL0GHoCtaU3UEMttdTUSwhQWwIlqCdQSopkZjIzmfeeExEe7r6LVZjZrNQYY5rZ3uFxTkTevPfESV4LePj2tdeyZcW0Ocf4xz/+36quEbv5yFqd4wr4Tn5nFNlLSQtfaTcfNA0n0TZa5ln1jvTXuWxzjvVC+SmadS4JUlzZTsvzE/ZwgwvhlSy8AuRZ4jFae3qMxHmSddgKQMYS+ebrb/nlr3/J48MjaAF3mYXhEmPEe7NqOuVciNOsj8+ogI/BGWE3PD8+cT2dIS1gA5fLgg1eJgE38Lv3J94cO96+vafrO3LKCghdePvZZ5yen9Wqe2HJmW+/+QZjDPdv76m1cr1ceXx4oOaMHQfu729JeQO4ixZem7D29XKV3MJ5llKZJ2kTCSEwjFKczSqaHVPiOolLbW87Efu3hpQKl8tZQa+O0HfknHl6euRyuXA+X+iHwN3t3erItTgpVNvOcTmf6YcOjgfRLdMuiafHJ0BzHge+E40mg+H5+cSH9+/xwdP3Pd5YYd1/ov3x7zZ02t/mqVIKthRsAVfBV4OvhpqygK91JwfhBN6htsKJa3jrtj+zbEzZUrG6XuaStEVrWx9rqVokNiqDsYHey7KIYDxQQs85VxwiTO8PHcvDWbpnYuJ4PGKoxCig0TKdca4SguP22NMHQ62W3txwmWcu1wtYYW8uqULMdKEj9FLsr4iETMkLl9MTlxOr7tj9m3vGcWAYR6wPWGs5TRNdLdrmqri4arFZ48S10hp9bmYoBufE/Q2EAZZSXoG2BjRba17UlpqjZqHlWGbNpVwV7bLqKqXrwA6rhImtlvTwO6wTsGocR4Y3I3/5PBNzIs0XalrogmEYVbd4uRLjzJs+gDUqLZfoiqcWGPoBpwUNg9GOpkLoAsPhQDeMdEOP8229LByHO43YE7VkUpFpGlCjkLLp+RpxHM8pSr5r/dqilkMRc5GuB2M5Hg7aypjJsTJNM9evj9QlfSKG/dPZfhJ4JEFA65uUpNkZj3HgqgA07eK21iung70pkW8Ppw46fTCtM/hWdVRBQKs21TI4JQhxTpwNXOvh1KqWMRPBiy2nsDY8XdfjO2GP3L+553hzgztdWeZEXC6cTmdOz2e8d/QhYKr0dH722Vvu7u84nU58fHxkWaRC2A0dtRTm+bppNKn+jPMijn043nAYR97c3yhltfBnf/FndF3g4/snvv3ma87nCymK8wNVEd2S6cee0Hc6d1Z1WoOPH97z/PzM9fxMSRM5JayB42Fgnq48fHyAKsh0JvOP/6v/iu8+vOPtZ59TqXz48IHL5cpvfvMrvA96/VVnoEAqFqticK3dsDm0FNUbOhxuCd4zzxOXy5mUi2gGDQN96Ck5sSwzyyI0XdPJwzUeRi7nM8sizhtCl7Ysqq3k/ObAJzpP8rmhH5TFLWhvLYWPH94xp5kSI8bK+4LzOA/BSYtXyeogV6W3/HAYcUGC6qwTv62G0AUFIS3zEqkx0frVjUUqUP0B57L2+Retikq7pg89wXtyFbFJqeiKTk0wktSUurU4Wes0p24BknzGarBmjCj0o8+VoWkAyNJXd+Dc2u62Oi6xJn0NHGquOO33L0Cjts9XAcyqq1S3xZVasWtt++e5Nd2DBpzxiXOFFpc0cO3VGe2vUUuw24eq2cczbceKvRRNzhIGGYOCqzhMtUDGhBFDomIBjzUdwY1UJ3OI9TcClBoVP0f1rLSVITdx9vXLf6BPur3hBdMFVieysiINn/58rVBU08sYSRTirkK6MpDqSyBIgQu5VjtEpLWG7D//Y7Yf+77vjcpd69qqQ9IejLoBOq/P/xMMsx0Svp3zHzyc9p76EoE0Bimb/sh95CLgoTHAtI7VDQDYB9cN4HkNTrexvh6RrN17hz0dCyKUqXNCY/UoUCPSQ8IiESHNpvegfKa6ae/sgam1Wtuun9nNO3vwaG11LOulavOQjLOKVeo9xkrbbpVgGwXSZI6yyob+kcy1v+XtP/9f/Kf82d/7JWDJpfLlV7/A+46SE1hpk7bW8vnnb3l8OvHm/lYYRupUOwwHnp6e+O7DR5Z5ohbP27s3DH2/fofMR3XV+ZPiihQeNmZwe2+VwmetJFo7gtBOTBVdDWsLmChAjwoqS2ujMJCC99hiVtAuLmlt+bXWQTXkVEgKWtYKQQWwRbKgSCXaSKFRxGE1GdRxbbyTIk0WMdfQdRxvbgjOUTLMS+Th6YkPH5+4zAvGO9zQE4YDqcKyJK7nmWWKrM+N97x6MLTlTMaqc45iLTV5Nn01WA0FXjxmMn5vj0eenk6k67SB5zVDVeBoP1cmnb8Xbau+XPB9T7i94+w6yPuWJp3LctUCQYE6yXFYC53ED6VzfPzt13zx+Wd4F0iuGc1EhuOR6elMtRITW6cF3ZwhSUxujdHlIZPjwvXhAzhp6XOhE9dP5PrkUkjXif4Xf4+5GuKc1d3OsMTC0/NHSl5k7FbofCDFzN2be54eH/nmm3dczxd813G4PWKs5f7NG7579x0g7WKn5xPv33+k7zuJd50Iwjex5HmeyVXe21pBGmhZiiR6c4z4oK3/6sCLFbD19nYg1cp0vZJz5nK5AMJgm5dFGVRW5S0kpuxH0TtyVkxgpiVinCWVwlE7KLy3jMPIYRi5XgUge/z4xN39DWMvLNLXcdffbbq5Tgtmsq3rSC2YKnqyjf0uvyu73HvX4m3KWtCV3+weWCProHESp1SDOK21bgj9nHNWZEyq5GHLMhMXYZldrxfmaZL5rAGeOr8ZK10TZvDkGDGdpVqZU479gTAZXIkUxCyqDw7vOkoxVC/dKrkLFCpOZUNKTQKsI/iYDw7nBunImSbGrmfsAzc3ogvVDSNhEO08o7lwreqQard1YJqEZXS9zsyzFHm8l2cIFcye5wWMMrEUPOrXYlP7085f4oPctPAwcp1BQSpHLk/UcpU5JAvD0FnL0ItJUhdEPiUtM5/7xJJhKYZsHKkIi1HM7jr63uOK03BUO6EKXOeZ4J0ynPWY5pm7m1u68YANjpgTJjl86GSNNI6cF43nNQ/T8WetZS7i5i5MZ+nvaBpnK6CnRZzOO3KydEHedxhGlsMia2ESMPy3t7fwcYY88a8l5/Az2H5a25oGiqZW1XKx2j+qD2HdGmGac1pKiVy2KpRQEb1QVEulUnBoC4/qrbT2t8bEcN4ztAXAKaNpFdiz0jJnmo6NBC7Oe6wLGE19fQhSNYsL8yzq6EtMLNMVMwx45+i7wM3hhuPxgDVGwKWnJwpFRJiNISVhFtWcmVLcxL1KZegP9MPIzeHAeOgEic2iwP78OHO9ygLVBekXNwhdOy7yu+PNyO3dDXd3R8Zx4MP7D6Q08/jhvU5YV0rO6rx2pHOO9x8y52dDXCSAs4ogL/NECA7jRrhIe9i7d99yezzKwpuzACvescwzT8+PfP72rRS2Fp1InJUgLGUeHh4Y+p6h7xiHgRibMwHSaqXXt+kV5SxCaAIcif1qLdIrioHQCeJrrSVXiEtWoKgwDD3j2GOcUIfn60RKC85bAp5qWQUUfaPq6/g5PZ+FkqwVbd85ukEE9vI8E6MEbuNhlCqtsSJ2WCq5ZmKOuOqlaqYBkfSlNdE0odS3VjsL2KwuMzQdI4NHgVR9cKS3VsZ3C6Q1HxKGkZXqq7RxKOhkmx7KVglpzkON6WJfMJC27QWT4OUP338PqndkXrqorUvvuoi3d2tCaV4sy3+0rYmjt22DTvTMX1wLwx866ma/KxavRoEbs85hoBiJVSE+kPfs7sF6qSuYbKjeQrUyMlyvjXVKzXYD2ADF0bResB6MJytT6nvsKlpy3b7NvvodmwQRrEBgAwua2Dq1lQEMq8C12Xb/EiTa7Zv9716NrdcA0ifG3l97qwXt99mSP+1RpzTR2QZxCOCA6uat7KP1+FVfRC1qX35PXQHE7SLs3vSp9zfgo12/7x+8fNQg1z5vYsO0AFavazENELM0Bgm0il/dsY5Yx/e273aM8qrzlpxfjpTVUaUYrJe5vM1Z+7KiaUdmtjW+vh4PsCX/K/a2MfKMalmsdO/1s7sGWuk/W58lQ1VXS6QNYQdMyefU0EIrw/+z//x/zNAP/F//L//PT1z3P9722Refcf/2jTjEFnH2yTlzvDlwf3eHdVaKLzHSd9KyH6NUuJ1qDHrnoFS885yenkXr6P4OZ8WivjZAgDY2mg5IG77bvTKgiYIU/bKBqppGplSqFVfIhLqlCqKowsle2ims1WQhvxAMBgT8UbXVUre2yNKYutZKU1kRGQNThVmwJh4r+KgxHsIMsN4ThgEqxGmh1kipAnzEnIk50TWWUiliGZ03Vibs/m46R23s6XvyPMt1rAV/vOHuy8/57V/+lhrnbY5s26ol1+aeul6rdQKuVdhMBZjnDZBfmUwV5yxd33PuOri+0sMpVdrdnLKjkrTj1L7DIK6+VEu5XHn8+EjfB3IuTNOMD52YayjbKKAC65qUy3nqPKLGItRCGEbi0xmGbj1d5x2H48gwDFI9v07SMjMOdH5jT1Mh+A7nLYO3dBaePn7HOAZqyeSSKCXhqsX7wP2bWz68/7DqmA7jwNvP3nAYB6Z5xncddpnxneg8lZTousDtzQ0hBC7nC8VJa523nlqEBS63uGhxTm22NUYbhp4pSQJbUiIuMzkXuj5Ia4oK8mNE0H6+XHnzmbCmzpcrMSW8czhnOd4eWeaJu7s7xsMgHQeHA6fzmePxyPt379QFTGIVYy2+6TD+3bbbDPQj4bPP+OrPfs0XX37BV2+/4vZw5DiOMs460bOV9uatBGh0ja5aQFrjvFeh3r5N3NQGOGnxpAC1aluc7FO0VxfmaRbx9CTyKsu80NXEEuNunW3fIbqsLnhaW12hMqfMZYk8Twu1ZgZXNT9MgF3n43V3SpbwxZFKxFTHMk9ScFRiRt93CpCqutyaR1dZL4GUhFBhHDQZDWMchsw0TcRZ9HC9tThjqU5bjGe5VtaKa2VV3R6npj6tUNOK4dZ6Ka6Tke4YIxqyBoxz2sLWYjM0/3UrSzOXIiZaMUItcq8dmM5TvCFn8Fnjo1zWe4cxq9smwLLMXKyh82rEZUW/bUnC+DRZDQJippTmmBhwmuP40Ou5aEGr+l2OtcV2RoElQ3Mm3eJxQ0eOEzlm5nkhl0rXiVbXYThwPN5wuV4p14S4rv3pbT/Rba1VQOTftRaK1wClboFjRbVZSt5VRgFN6J22CLXgs5EcmnI66y2SSmIDCrquWytxLaASMewqlNfShHxl4W5OHhi4ni6c64WHx0eenp5k4IikOlYftL4L3B4PxGXhdDoxT5OEAAZZYI0u8t6Ju1mqOO8JrteBLiCFt45luYpifq08P524nGXBcc7hR6fF8aoUVmHt1JLpg6frBJSYLieenxfRF6iNZghDH/ji87d4a7hcnug7j6kZ50UvqtQq1MWhk2BdrSUfHx/5s9/8isvZcTqd2Kx7m25R0/yRQLSuVomFeZpwxjJ0nYqq5hWkqQiqXUqmUditFYpnQ7StMSKCWZtDjLQ1NHc3AGMcIchCf71OVDJJJ5NSE6FzGFOU0CBVnr0DR86JlIT67pwu0t5jsPr7vIJKBqOVOUSYOmyMHutkcpwXtZo0RvWJLBYnYvFWHPysEb2OnJTOqLaOLdGqCpBaa8mNAbJm5/JzQ6+F1ceWqK4ZoC6Fa3JYtS+4iWnvmDEtAW2r32578c/2D50LLTtgal2/XqZ4a0LcDrHl5z+DrYGSe/Bt2xQcaAn3J/J5s/t/1blsPUlBy3Q+YsVC9q0g+5Riy9Pk982l2uCwplPBQwMIDb/SgQk6dlprlQhBbu5ZO5yI9QvYj6Pti3fgzQoK6e/0PcbsWn5eAD+791XQntBX3/Xqyv0QMLTmZbsg7kezin7EViuUpMBRS9Radb4t8lWu5fd0jRqw9PJUvneKO+AREEXjT7GR6qsP7jGmqs+1Oro0wMoYXh7nfhcqWiWixrLDBnsaZQM1YEB+ux/z5iWm135+BTS3OaLhaLYBPaWBWQ3Q2l2YF3PDD93LDaA1WL3MZhdb7TTg2uOFXeOBbcBbBZ6yVIetWZ/DWuT5QW3YrXHYbPnFLz7nz/78qx84rj/e1hJXqhS3xOCh4zotBD8xjL2ytWWOisui64h+3spcfzwMXM4Lc5aCTMl5BfyaA59pYGpR4AagFl6CjFZaaKoAOYY2puTqlyIW0cImlzhMRLVFoFUKdNKSkLPFYoi0YauAX5tvW+EDGRltnZVNkoEtUEfGRDFUEyjGUr0BRKzW1IjzmexEbNVa0QTs+g4XF6Z5ISVJQmIRF6yVmWcMqEumHqYKWCPPNXXTJFJx9sZcvJ5OrA9fG/rWYcaRfhy4vv9AWZZtHmigdhvT1gpYlaKqVuvr+mwlFZLu39wzp0X0l3bXaAXEW7xUPBSxhbZGUmaC4+npmbeff0YXPDEmDBDTgu970tK0ksrKMmvXvyXjq7GHMbi+o7s54rqOirQHHo9Hbm5v8KcL03Rd2WjSsjUyjgPT5az26pYQHJ2t4kak5111jrbO0o8DruvpbOA8LdjQ0Q094zhye3dLfRIg6Hw5i3lJla6GN2/fcn93x3ffvZdCsQosS0tNMxoRgCZ4MaB4fj6Rcub+zR02BDqn2qhVJDVyTtQaWKIw+60y0cQMZ+Jw+CW1Sh60LAvJGKwTtvr5fMU5YU+IbqnIHXjnGYaBVV5An4ufS9z0s9ucwwwD42GUZDt0OGdxGpNbI2LHzipntRb1BNG1v11YXXO22pfc55zTei+qrrsNUBJjhkJWpqC1Urye5ollmoG6FriLdtIU/cwaMyJzXNOvbaySnDNzjExxIQPOd1QrGkqYIDIYpuI6Q75qbrrG+I5QRXPMeumaMLrPjiCFZ+9WZpBoximQrw5wxaLmAQK0hNCRUgNgNukFlKGUUxL3OG+pGifWWsgpU71X3Z8dEGdUPqRojNPAVwoGpyH41qaOY3XBTEtc2Tzt+FOMKxmk8wIIR1OgJM01E75WOu9wXpjHpiSironeWqzp8K6uBayq7NnmN7LESDqdcL4jdJkO0dADsKbpNdotnzROc6MtTzIt1N6FzKaCw6sEhRFMwDnmKh0tWcdY3TNS/wS3nwYe5Up124Cx1eCyMjKMBgnNNUODYWt3SZu+Ln3uwlRZq5BF12vbFviqE7UAJgJy6O+sl97IgziJPZ8nwnUWDSKDIqSS+Dfq98f3H1hSlvav63V9PThLH6QnuvNSSfjw8MDT0xMuOPreCy2bgrEQQkfOEeM9fQj0nSCJ4zjijGeZZu3RnlQ7AE6nM+fzBeccB6XXFhUuM64lPNIfHuOMs0AVwUPvRC/AO0u0UFIGMsGLrGpJCWsqIVj6oef+zZ0AWn1P6ESQ0Xt5+Jdlpusc1h2IcRYbwywC1a653CnA0lgvWSnm7V4addFpNMZmI7+oe54xrGhvUdZBcxYTCqEwk5qoejGG4GQCtdbhnEwg1+tFwSi5/8GLrSxoZUmBk9ayFBdhlBkb8OsE6Qldj8Go+JrB+yCUVFAxUW2LsGZ10rBWnUKqVSDJrLbstQjjpjkBbe5ARhMxqxO+JFbCwEMnF3VLqKxJobHtM3ZzUQIUmqAJkcqnDdWozaRVxteOhirzWt2KqS9yuz2goHH0/t+6jJT2oZbwZbNOiHX9lg1M+Hlwj9ghN3UFS7bK0wau1dbK9PpzNBYXvGZXGLOxQtYLu0vstu3lKxKUW70vVjGO9nltIbKBUoRlJO1qOo6a1b1iHhXEKa6i361HaHbfudchWk/YbK+bl7/6vfn/j91+7+f1Xqzf93IMfv/tP2Es1Xafs8ZneqFK2dpG1vc1RpGe8PqANMZRO9ZX3//6WA16PrvXP3XMe3bC+n67u1cFQ3k9XNYgpK2lTYxe2l/lGFe2Em0e2gE1Zjc+X+18BQ4+cbiv54JP/b7WbZ+rOKmV9jGj7iN1vb7b92zOX6/nCrO+uj6juo+GmTeNpWL1XlWLrUKHLxhMKWBEZ0bAeSev2Z9fVX+ZInFJoDFJ8J5xHPn666+J88Lt3Q23t0e6LggrOxn6oVuZjVlduI43B5a5UgKAOFM1kfOi65DzTgTJ2YGAu+vfrnwuZXehG7iiifTOTU10+TYR0eZ21+IyzQgECG+aELxeKbYY0K9FDyQB0cRrZRvpeKimk1be4LCuYLI84zVGivMU67ChI/SZblgIy4KNctwpZXKtSi7aD0iDM05AL1QDTNlaOAtx0vcKK7lkqRzLxW3JoM5jzmP6gXEYefjdN9qOZHRxljbKtUWtzU0acygNQK+/J5VKnRe64H94/Oa8fX/O0uZXsry/JtzxIIBOFmZOyTDNM3FZ6IcDeUla0BXQT8CxLDHEepP0q1Kmvz1wd3+PC17icCfOaH3XM9uJw+FAjJO0IPaBYeg43hx5eniQcWiddgvAMEh7Za1V2PogoN84UDB8/tVXnKZZLp8X+/XQDWDEWMc7T6Su5/bFl5/z1Zdf8vD0RN/3OCsgTtd1tCjGq6GN856cEk9PTywx4kIgKeMAHQNFnSFFZD4RvCOlzDRPlFq4vTlwOB5JMXK5TmIEVES8OQS/kwmoqoeThX2XRZC8FVSbFXnOf9piuX8j227pWsWsq5rnlKQdHgJMON8S+a0g2+aaTTd026+w9jPNYbIxdxsoAsI4KkUK1qVIcWeeF5ZpIS7SvpVzM/tRJpuRVVri/N26uK7JGs+VvH5P13X0fS/AU840LclSMrYzpLxQ1UXTOkPnDdYP+F7cyL0ymrLOLdaI01pFWJw2RWnfdSqfoYxdUyvFitmKkB28PFc2re+piFRJLVk0h3MC61cR61KEaeo0B2r3yjgvenYxrsBpI35IDtfyFkOtUiR1mDVXtKoFVnMhx0gpklMGr+7TxlKtI1tLSaKV5yu4MuNKFjYUhmIql2Ui9wP0Tli1WduovXZ9GIOxwvLKRa9LXihGijw5RYqR87e6VlA8K/O6Gd+0pGgX1hgkH3S6zjhXGHtpfT3XiWZ4VBrz8+eSP/1rbD8RPMoiVIY8FOKgkRRUaMyFxnqQG2aspdSyMkNyylp56lsIvMbfBnkgnfM4b1lmqa6BFIgKllANZpCWoePNDeM4skRhgtSaxJmoCEJqTFnbmj5+/Ch90NMkYAly2zpnuT3q5G4qT4+PfPfuHefTE/efvaG7GdUKt+K85TD0fPPtI0M/cnd75OZ4ZOgPeNeRl8RpOvH8cFYhaKGmp53IcdOxKQpwDX2PswFDZbqcef9dwVlHXCLTdCUEEYczplJzYr5eKGnm46EnpoX3333LdbrQ9z3jGLi9GekPR6oRR7EYk/bnSpDw9PjEF19+Tn1zx/PTiev1ohaHhmVZ8Nbg+l4DeNEzMHXG+0DX9bIQK3ovLmWWklU8M4viffDiFpZzJKzUzQaSCCCWcsYYy+EwYGxHwalI4qJCiVHZRZ6u8/jgicskbLPWk4qw22LcrnE/dBgrC7XvBDxy1mCLw8W4OTCY/WLDyvyp1YjmlvMcjkd8CKIHkBPzHMlKOReJhqzteFJ5c87J+qfVfWGXiTBoTsK+6rqe4ip7i2NDA62ahtcGvsqjpBOVqSqGrGPJWWntZA8cNatssz6n+23PlGmGcXIt9Ztq2a6NJgntHVrzXxPZ9vofe2t6Ry0YkIrIzta+MSq2T+x+3vE1GiDp3Orasn/va92Ql+ym/XtbPUc2az0GEaGtVgCLWhziV+HIyeHwNPaMsaopV7d0r2EeGbFTLxZsKaKrtAJm3e5Q/g32Uf8hUGcr733iM/XHr48rwLEDcj4FasiDJdUtpyBMgjVBq9szTnNfQX//PYBoB3i8iAJeIW3tWSgNANPz+tS5G9HCk2NtGkNl977dZwxgi+oJVVbGkc6/DkepiaIJkUODmfUaNbBRx/gnaHUtcX99nffBdmPCNStedvPEpzE1bRkzIKo5CrjWss4JK1Rh2Oa03VG1uEvmlQy2k+Mv4iQl7UuNFF5ZAThrsesQEdMOKVt5ijFU2/Nz267TRIwJ5wLOBVIqmugKyxZkxPj7WwFtrIiZei/s3LgslFrUyemI9wtxiZxOZ27Mkb7r1K68rHOYXCdJjFvLs9kVG0ouVF/W6yiJlLYy0hI4GHtxS101+KRCR44bO81UVAumsp95vgdK1qYrYjHOUKwANEW/d8VljDCHna+IblABk8g5kPxICmBGmQNtKthuwXcLfSoUZUuumptG21kUvG4Mr1KKmIE0Vo/r2EAm/as97i2oNS/BUWiFpVebaQnG7rlvrwGEDhaRMaAbsAexqr588w6W6/f3ZZ24v7WrmxN1malLoFpHLVksoM9n4rLQ3fQMY8fz81kBvQKWVbfROiugkKnS7rEDBdsT572wZkLfrdetHwaaLun9m3s+fJi5XK8YA+MQOIwjQc1NrBMmkPeGg930iEoq4D2273FWgKI3b9/y+PzM5XKRuBPPkirfvPuIq4auGwnecLleKCVxe3vDn/35r3l4fOCbv/odOYvDVd93wtrTeCppkTMXcQFclsjjwyPHUhnGgev5wuPjEzElbm5vWJaoxwnPj088P5+5ubnhL/7en+O947t3Z67XSQEGEUq/vbmhG3qoKNBYyDExDAM5S4w/jAMGw/V8VQ2dv3Nb+/62RU1tvSja1pV37Y5i/CBgh/gmvGQYmdIKc2abx0qh1gXv3JqPti4Lo/GBuHen1VUMU5mnmbQsayutgCLSCROMCP9DW0Nbm5clV2X/WLu2+HZdJ+ABWfRStc03p6xF+qSxS8QigIi34hKd+4Gu73QO1qJKJ/OlU/3XOEftvnD41gViChi7sqOaZlTx4hguusJy3drvJVbVCFrd3rb6gjxD46jGQqqdW0lcrpMU8JUdGEJHCFr4MRvD2VgBeqwVnVdxOxNdu5oSSc0HrpcLyVZy5xl6MTzCdzonV3pjmecrKSX6oWccbzjeHvjtb7/GMEP1LDFRSyWEHt/3mKxzIRbfBRGx9x4XLwiAlxT0cpuKg7GyTliEbdqAI1tlOm4FXnW/Nsha6FWDLThP5zp6H+i7QD/0vLl/y/vzhZQXYbv+CW4/CTwqRTR8QBMtnNiywpqrmRYsFkmNrFavSpYHpFbtpy+z0qV38DDyoAv9NIijgjpYZCPBTrGJnEXt3atl5vH2yMeHRxZl+gqeV9W2XIOlqgn+YVRaIixxoe8H7t8c6bqOh4cz7755R5xnvLMs04WcZ21/snS9Z7aWwzhwc3tg6AdKqTw9PjFdZq7nmetZBLnHu0AInq4TpFmc40T/aW2nq8IeCd6T8sL5/Mzp9CisJLUpPh4O5GWWilSNlDxzXTLffAvzdOF0eiT4QAhSybperySd4FKpXKdZXVEyzjn+6rd/xf3bO8bjyDxfmeeqWpGGEiPWe4ZxpFNqZFwicV6oSH+qqWCxeBdwTio1MQuAYtgYOsbIw3O4uSHOUYS36wbSANQsfbKu6wBH0uqqxH4BTFk1fVoyL5a+Ip4YYyLGhZwy3ljRm7q71yRKAiSx+jWYGNdJHZDJSoEbcVrztMUr+IAPgVjR9sYqDgtzFLDUWVxpdE5J2qyTybiBGJLgaTtgVUB11f7Y5447UeyWO5eN6o/abK9VX3W1ac/g+n1tgSzy3d6G7anaAUlby4rBaNtko+umLG44NKtlCkYrPi2JbMCR+SmgwN/w9jIpfbl9ilHxffHYDehZX6Ddp+2e7XagSdQPfCf7Xxms8RhTqEZdKowAy6QslUjTCQfGKORQKs4ahQsEqKi7gwxFQZE26f6++/AaFPn+xfg9H/4R20/9fLOp/rHba9BD/zSRStNa1Oqr8dg+Z5vgbXvoFHB5cez73+9eb/d4BaL4AbDo9Wutr18E0EWZWKMK4doLo0/bTmQfTduorvuQH91aLcWIdoLV8y00sFjZjsau0G67GHvgqGqFM6nT1Qowrs9DE8TePv96e/lMtOqujO92iUrrfaqtqvvyfq/tcOtzZl9evtrQpj0Y5jAm63BWJ8KVnVy2OffnMim92lKU9a8LonM2TxPOBT57+xnLfCWlyLPqGB2OHV3w4qbVqtkKcNoKNzc3hG7hchLjjeZaJnoqRvUGFyl4WadDWwEDbfunVrIpLHWWA7RWRGmVJtswUm+92BAjrEdrDGQde6UIwGMlmI45gdmDKRvA6jVZaozltq47/XzKjQGCaGcaMFb2b6sVB9MqE2RRYk9rZwlBwC35k4i5kKYZjCEoeJR2YKjRSrdzmeocNVsBkKwF00O7JrCKJl8uE2VubWlrbx+guh3rXG00maiih2TtDnBWEOj1EF0W8vlCDt3GgtpvtWqrW4PlPHQdqPuZ95b+9nMu5zOH8YZaLc+PZ7GY1gwopYL3gx6vxXmPBmR4Z0GZE8ZA3/e8+Ys/45v33/H0/Ii9CIgkdvTSjtJ1HefnM9P5KrILxjCfAjkJiHWKTzSjEGctfXBclygW2zExHA6MhyPeB8m/cmHoR06nizg1eonJbm5uOD89YZK0J46jCAW/e/c1/+l/9h/zn//P/zP+i//bf8E3v/uG63RiiZ7edwJadWFrh1yn8Mrz0xMFq9qn0o702WefYY3hv/8X/z1PT8/ERcDZoe/45S9/gXWWj+8/8PDxUTSUrLgSO2c5iFUwy+XK88PM4XDgl7/8BdM0cXp+5P7unnideTifuZwvAhL8NZfdf2u3ffBUpThcizoOlizA3E4i44XpQgOuXcFWK+sE23qzB3n3NSFnhASxFq/nmZQjlEqchS3S2kAxDustxVqsyfTKTkxq6mOQou48XwVYyoViBFSwwdMpSCO29VuBGSPtaMtVHQmz6AY1dopZLkzPH7He0w8dxQUWdeIN4yAsv8EKwKPOYkXXdx8cuapMRwUoxEUMBEzNyojU+NJUgrV0Tp7dZKHN49bInCuW9ZFaEiVlXYMqT4/PAmIPPbbvRUMtap5fKvZ4i8PgbFXtvEDvvebpUG2hGKtr3gVnDXFJmFrovKPveoauo1YBZe96z7tv3xHjojI5ct9/85tfiSNbzATv6A89tRrifMGEg3y/xk9TFUblbSjUYrUl22h7pMUZJSsYNZKpjb1UsMVJHL+OP7POt03bDEQrruuC6h2NHI8z42HAjD1MvYJHf3pg8k8Cj6zLGK+LW63kEvH1sAWRbYKuau+aG2sorT9bJ/bjNfl1EW+VjJzExjWlQkiZZRHhZalgOO0htaRUmKfI5TLT9SN3d/cMw8fV0cu7DnpBTIO6ix2ORwwqgBYNOUW8hZvxwNAFEaecZCHshh7nDIVMrYlaErV6mYxq4c/+4teYAst14fR84nKamK+RmisOx9g7ck7YYgkhqEaP0OdKgeAd4yCXvpZMTDPzdSImWcioVa5FzsT5Qk2Rvuuk1ctbvBNXsVorNzdHbo4HhrHHGMPz6Zn69Eh/OKiVvIg1eyvVpThdOT18xHeBSVvDuj4wDgPT+cr5csEFAb6azfwqTJ4yUQEgZ508fNeJZoHYtIRAQMTj8QaDoes76MSpLqsAXWt5W+ZI7wK+89qnGsQVg7wuHLWqpa9TFtuysMyRGKOiyh23d/fc3B4JXUcuWYJRGhUZEW9TBwFjrFg0AlixRXc+yOvOSRDqPJdzVJqlVK6M6is4G5AkbBe0G9VwWqtcTQBc3+N3C1mr0iu1qGl0tYmpKAhERZJFt9cqaQybHWiyJtNt/5pU7gJmzAYcgVQgbd2v01UWK9YX4EUNWWPrajbgaOee+Mfe9ucL0FiMTTjT7qKFdsTtem5Ygnmxr9pAv93vVhqyvi/XAkF+55JUeSi7+1qsCO47L3nBynRRVmZjDRlZeNrYKMUQ/B7seAlJ/eELsv7v92w7UGTN3j8Bin0KnHsNAH1vP4gt9Kfe/6kE6fce5g6caSBR+5qaoLbK2nYOtjHNqpGMu8rr2+dasLQuWt8/z/2/f4hdsO5r9/sVpGrPT3u2WuLZWIdJjm37IPt7JiBN0qFh1uc7ry1vWzvixijRMaxAkGgJCmUfIKVmc78/DfO9n+t6HhbIur4bDcgNlUyuEYN/ccxyOGYb/xWdj8Coe43R611311yeK3V6UTdB1deGKjpzZTdFtWrxS+C4IK18/wZZd/+GtnffviP0ljf399y9ueN4uKFTqn/sAjlJYeJ6PuOttqkvC9lYfHCM2vZzvU6EwdJ3PXmQFopcMrEk+tADllSSVnalam2NJSHaP0UtmivSmoYpGpdIrFUaaIcA2MEKyBmL6ApIK4UjdP06tzaZ2v22B+irsl3az2vboxqiNOevtj4JyO7wVYpHMpwqC+2RrXhjwDlqEheirOKw1lpKTJRcsV5aB3ywZMQWeRh7hiEwXa7keaIui+imoYla38O8yM85YXKm73tu7254fHigPb8ysCXt8cGJg9tOAHudpwStkrnQyNdQ2j50ywmuZ/nesm+l3b1HpyjZkrKTEthCPfYquN1xfj7xtusRncdIiolf/9lv+O1/88/ov/yCmKTVMXSBX//mVzw/PZNKZlkmfPAMY89h6LSdxPHw8Ynb+zsqE/Oy4J5PzPNCN3R897tvcN5yvBkBkYRIKTIOPTmNAmbnAs5ibaCUmXkSq/Su7+j7AYO0ifyrf/VbaoVlXhj6HmOkN+B4c+TDu++wJuJtJxi86n/97re/Y55nHh8eSUn0nbyzHG5G5nlhuizSMmYtcS7rdJ5yJnSBeZ55enwk58xblZTo+o7L+cQyTQzjwBdffsF4GPntb3/H89MjMUY+++wzfAicnysfv31H7A+ri6D3nuPxwDj2vHv3jjhPjMPAPIujVUqS0P4H/+G//5Pmj3/rt+4I92+5+cUv+OWvf8UvfvElv7p/w/3Nkbu7Ow7HkRC8trBlShZDk6Zn1pi71RpFl4ssrbuYGGAtNLVN56Zayhp311opKbNMsxSLjaGWIgV6oORETVL4bvG69X6V0UhLZBiOVLK0u63LuhAYhIzgYJrkV8ZgfIVcON4e6WMnsiJJABpKgQh39z3GWbzvdGFE22Oh6zwpZpYUqTlRfMH7QExFmcsWY/QYqyEtC5fzhfPzRUEm7Sqw4koYOvmso+kUSY7iR8cyzTL/ojOUgWHsMPWAqZZhGEg5idnRVOlDx+3dLXPKqlPsFJiRQkZJ0tFUciZYx3AYKXHiSsGNPYexYzz02h4qp11K4WCgfv458zwTU2SeZr65fstvfv0rskW0aEthiUkNibzME97QGQvFkC4LqcD05T02GGqcpBPeOqzJeFdwTjqDpECfqdopUrLkknIpZAxaJFc+ny5QK856vBXZFWmrHRi6gePNkcPNHaclkmuC+d9y8KhWdWViCwLm+cy8GBWUMquWkPRGCliQtc/bqO5NSRXDgq0CNlS0zdtW5W5Dtgl6sFWoddU6EhbnOkI/Yt1AjIbzKTLcDtx/8SWHu3seP3yntHcDiDNWyZFh6KWakBbm+YqplS50HA8HKJWP7z8wXSJDP5BLxnvDOB6xXqpq1ln6oWM8HDg/npjnWUCjKVILdL6nGzvKnDlfJgHMivTLi/ik2ShyRia+UhM5yudjnIlpkYoclVyEVZPiTLxOGCP0RKHDWXJyUAo+ONFCsVbvQaWYQq0ZZ7yAMogTyTIvYCrTfOW294Kgz4W8TDgglUwIjhIj0UqQKG2GnrFTnaYsyLRzTjSasvTm9kGc21rLIFhcCJyeztzcHhmGnlwyl9OFeZHxMB76VYgaZEKIMVFKlGtuRL/BNeArJp1QAQzOdbjOMQ5Hbm7vuL25ZU6z9pRCVTTaoLaQWdogMJCaVka1uCBURKuUxFIMsWYVW5fvd37n8FcrKUbmubXBOWEQmCJONVmYVvJHKgjO2oa3gK3UVdfErCDd9qC1Na4Ic882P6yW5JY1IWsV/BcgToWqFsNt3y1HXllKLbKt2gvekrhGca+Nv9f22xL+l3269mdgM7mJCm/gTts+1VKwJi+mtQpuZ7lPblYB809tDYjb4RF7/aGWN8g/LDntWwpl31IIzfTe0bTDWmvguvOfuq2Axo95syY4q7jrJ8ATsaNQYdkf2OkfBFl+zLG83tcrEOvF8b0M/jZgZg/E7ff56jiawB6g/W6slaOmN/IaEPp92+tr10CcCmu7mtX2tbpVFAtFWEQ0aLCuINGLA9+BvnJo8uA3AGV9tnXUNVCmKnAkmzAYVyC6SNt52Qkpm6bDxWY//OI0X19KY2iW6m3Eb0B43X1opxOznsN+n1rJQ1oOa22W7T/w5esc1HSfZM5qt+E/+If/gP/N//Z/zf/xf/9//tTd+qNs03Xm4YMwlJ+fT3z15ZccDgMlZlLMeB8YhoHz6YnpOlFL5XDopQOyWAHtraV3gZiFkRO6QKlbka61PzfnvtV3wUkFtZS8DUsjjNnm0gqNRyv3w3lDH7y04+dCjlm6u6yYclAK1VqaA0+plep2Y0afgQYUGqOmEcowEoabwRjR5qhVgUVrxUmnFNUUQZzT4kKa5U+ZBdSpMfPuwwfeffeBj49PTNMsMWcpGBfojCeVIuLP6jRILaqZoWveNkmLC9rooT9CA5VqhJIZ+oHHGtkGYutXQITHQ0BVl1nHurK01s1YiXGNfanLBpvArA20FkLUWpumG5YAkj53BVKkxpk0L7g+keJCnS9cnj2+O9AFkRp4fn7G392CsZQ6CwCdPTlFQue5PJ3w3lNiYqkGj+NpOVOjPItdFwhdR4yR8+nEOA68//prrIPxEOg7iUWXksQdKYun0+Ath76j1/ZMZz0pRV1yNK5HwJzT+YHD4ShjQnUsU8z0XY810ongvMS6OWceH574x//f/x/LNPPh/Ue8swzjyDAOquG0FeKgruMizlGSU3Ukvnz8SImJz9/c8dWXX/Dbv/ot/TgQusBXX33JL776gvPpzLf/3T+ndB3j8bgK+tZaMSFI4TB4AXnHgbu7G2qtnJ5O4hAcOq7TBLXi1RUudOGvO6X827XliCFi64JJV9L0TBkDtd7pmqCtX30nIIJlW7sagmHQwluVsaWi/1VZJqsqla5t62qnbKac8zaXao4j7XEySTSJipwjJQkLMXRh9VUx1uKDAK9iFJVwnZe1uIgrtw+B4DzGWdEVsobQQyqGnKPoHZWMKWLOU7N0IHRdoB87KeY7Dy2fwJC0dexwe6CPVQpEFUoxYAQsLsbinORaBavMY5EQESdAySGHITAEjwtenMmMwSjY0zanjMJSq+SjrVDQDdJpYQ1jGBh7YQmmmCTvq5bh5oDprE5pdWvDM6gXQaVWw/3tHbeHg+ZOOnVScRqz5MuZpyzxjPdubX0Wcf0rlcphGMSoMhewDm+k6BH0HlkXZB5ynqIafCWMelWNsLWMxeckEi20Na21L1qNO2S+lr+KjM0s62LKmetFSBmX68T5euF0EeOuy/VMvp6kaIBni0X/NLafDB7tLbH3P9faEjG0eiWUw5yb/SeYWkhVxJItBlzdklvtUTbW4rTNq5FDVmvB6rTK2lqfDLlUrtcJay3Hm6MyRSRgTylKf7WVyWOZM7E6IiIANh6OFN/xdI1E4xhuew7DUYJ8I/Reo4rvbZvOC7/9V78T4MEIUOa8xZpCTBcKGddXrM3EVEiLwapg4HHoN+bMspDzAkV6w0H7ezXZSFk0opxTFHiRqgUqvJdSInhL6ASNzSUJImrAKCU55Ygz8ig0SqZxMC8Tb8M949gR54nT86y0RWnJA1bGTErSexvGjuk6kVLCuYqq+wgN3/rV8aIxZlJKTBeh/rY8pKRKXDIlZbp+wLlA6BwxJaK6GRhFuhvgIYGOjLOo/ejGWLqu18BTAiSqZZkTsYjjWquiip18IWcJ6ETvQCZeocfLmLNORA8F4JFFyWkrmlPQyOmCYoyALNk5cU6wViZUhClUswi/bfbogmRTBTTCNA0oWZTMbmLePW3romdKoRq36ie35K4tjFvyp/tTUKglnS2ObclVYya1RfTlvtjAKE0qTCkKamyx9h82vP/b2yp1FS9sbKL9YrdvC2x5biyJ6sEb1hYK9NqsObvdPrvb2ZZvNCaY/rNobvC9C6PXFKSVxKzH6sQpakW+XnzNHzjpPwBuGLsl7a93zu6l/cD4FIC0P4n9QHp9HD/4uU8dWwO4fs9nDN//nk+8qZQOy5U28ld9IQwgzxxZ5s3CROYCrepletXZsS2j/v3H+3uPf0Wmdi+1AVd2729/mhbSpwbLy9M2xgiopN9jDMoeKnvkSJ/IBoxZCbp1J/XFM73ha+to1mR/D0j/4KbRngFq3X0GaInvnqlXCqzclHbO2qYngXd9dX3a/xvoJPONlZ7p9TsbvioaLaJLaCr0fcdnn93/8PH/LW//0X/yDxnGjhgXnh+fSHHhOI7EaeJ6vdD1QYN4aRvLOTGXyjh0UvXOhfl6FT3B4JhTVpaFx/RmcxDS9c1Wu64J7f/WGozVRGYF7gy2GjXOEPviqi1WtUJaToAlR7E1Fm2/TtuNnABBubHgpKDivV/HXGvt3UOfjZ0syY08p1ZNI6wy0a3JEgdUEcMvKVFjFEBJBu0asKecWRYRI48pUZSaVrMnJTCuClOgijMupjLPV2KUuXhd1NqYnydEhF/AoVIK1/MV33fgO8izjN0KosIZ8U5YydUpKCToiO63ooJO6zO2/v29rW6Mgqbb5rz0uFTUBQ5pV2tTUE7k+coyLeQ5QggsT8+4W0t//4aUK6fHR/rDra73TbtFEvKsFX8T/Hq/qJUcE9ZJwfN6uQirX+/Rssx88dUXPHz8ICwEa+mOg2p1zut9sMYrc8wQU+b9hwdyhvuvvuL2zRucC1ynmWlesNZzPl8I3nM8HOiHnpwLp6czx+Mtw2Hg4fxANZUQPDllnh4eSYtKCZigEgFmHVPeNZbD1opijCU4YWDklClGWpCu14llWbi/u+O3f/lXfPnVF/ziy684Hg68+/o7CD316Zk6DJyezzS33y+/+pJggiSjFsZxJHSdauoUhtDJ2FBrcefdyr74u223Ne0cNe2RomshzWfSHCidgVAx2YA0f+1iWNgY3VVzwJ3eERLjtTyi6fQ0M4GSi2oriRYSRfJT55xoUxaRcWhzRJsujDWro6F10hljNZeotRCCSKQs8yzuZUbkRZw6sY3lhiWJK6StlVoC8/lM13mKg5IdJTpxsTRb94jo2cn55QI1V+IS6foO7wLWBJ12KnMU105fm1aSOKBjtOW381CkCOScYQiezstzW/sgrKjmFKqTjkVYN0kL59ZbUkxqslbIOeJG6bqhGpY5cr2cMeORvCQyFuvl+bFVwCmZbiveqoFSzYRxQEyhouTyJZGqSOfkJK2LHhHT744BzEFyO1M5Ho5YJ8fpszD/+/FACMLKNNVqsUWY1C3+X6lNGndhINYiAthWgERTC5ZOmUfoWtt0KwVQIu+LarJeOZUcKaUQvIj75xAozvx0Nv7PYPvR4FF4+wswu6Bkl7TCpruyPmjyJv2tyu1W/VypmwGQMZgm/OvlwXKhU8s8syZoBkstQkO2GLKCIYWKK4m+70Sg6809JYtD2DLPFC/q8HGZibkQS6UgD7jxgVgglYLvR3VPk4kpJWl9ssVQrAAKIj595fR8ForvMOhCINTuOU4q9gzWJo0Z5Oj70PPF57c4Zzk9PvHw4crT5USJkeAdJke8OjhQxVnEpEitCz44ShIHALR9ygWP92L3K0r7llQA25wfDBRDWRRoyBmb60rXzTmLZlTXEfysE4sES946FfSu2jfqCb5jYlZ3F71+xtD3A10QpzTps5VJS4TnBPwqubDM4oY2TRNU6atvTjzTdeIyT6t4WghWAR8Ry2uU0pQTznm8CzJJavVK7B4LOc1Upy4r+txW5HhqqbJwe2mvS8o+WANWq22RtWE+UnEzyjSiFBHBQ0Al63Rfxqx/jF7nqkyIJjy3gQwv28teJJwVZSO9yKEQ8UZZFKutmiK1RXBLCLdk7WWwvkXHZstLWzJZt5+h6NhrF64xZXYT4Pp3e3ZbsPbz2VZQzlSE+i5bO98GbOciCZezlupUktcIoFjNNm+9vJbt3PdL6batFSjkWhkqWAk2svY1G7NyLbEYGj3/hSvZ97YWGL360v0Y+t5nd6AQP7Dv12DQpwCDllS9Tnh+DAD0Q9sPgUL11d97AKkVKlZmTnuO7AZsNjShZmqOVOvk+urrhZlSr4DB2U5YRiq+L1bdf+BYP/W7LRPXY18z0e31F6AREuiapk+2neuWx2qbjzHaJtpel6pXY0/Kfdk/o/uWVjZwuP336lbtx/aukVaPYDvc739uO982X63ziW7WbTHBKgJeeZmwt+/QLy5k3beck1yfshUSWu6tR1EVKzTGrFraa2j/Y1ljfwvbP/gHfx/nLc+PTzw9PRGXhQ/fPXA8jNSaCJ3Xc5K1RfT1JnI6kJ1RKLRiAhTnpe1GtWRaUix4RSvEmRcgUa1yPyRuEudYqrCFWqKW1cFG9mOEWaGPXMmoVmOFZLhcznShk3YNrK7JTtZHa9ahWasI+hsjhZfWlrYlbbpAs2n4WWv08VBH15TJMVFiwhSpPm/kwtY+pue5XnEZKLnKnpumXxUr19VR1nlLNdISucqU7UWpdQ6tFC7Pz6wOpEVi1tAP3BwHHj9+kPYSsjAMARX7VKCpQHYboNRaaz61tXGby/bgqUbV+oBaA8Gqi0yhLjN5mqmAC4H8fKEOywYEzTPmeEdOScA+UFa2OEu1pFrY+uqGm0UiYfSeJUbm1ASwA1D5zW9+zXS9cD2LIHcXAkMf+Mt37zgex21m2YHe12nG2o7+eCQMA8Za4ryQUyHbzDzNjENHTlK0TCljKty/ucd46GJgiYskqppnlFrwztGFQAhB1vNaRdB4GPDBQy3EBiTtJDBEv1LG3vl04XQ6cXt7Q3CO2+MNfd8TY+J8uarGmiVOC7hM6Do61+FN2IkVGi0Eo2xCOS4xC5JnqyWQ7mc0P/0stoo+m/rcK7iTloUcZ0rqqDnIc5Yj1TS2fit8atRVW6xdtjUQwFhyyayRuMbqIjAtLmHLNJPVMdoAbQI0hnVKkG+ROVZ0bAWYaB03kssK2cGri3dRbThrrBANtL1tGAdIYdWZoxaWmyNkEe7OcSEu87YGajeIDwGMMGpyzRoHFenoca39rB1f0GKl07kM0Y8l0wVH8D2oJrEphi74VX5D2vS25xdMM4ajqMutVQdpqqFmy5wKNVdSLFATyxKZrjMpZrquQCrKwtZ1yBRc8FRbdLrS2LuKllzwgVSrtOIVYR3WUui7nkKlpCTPfx9EosZU5nkm+KD5UVE3NyfmMm1MGKhZdP+MZ22ssG5XhK5bTCQaf3kFqJ0BgwKGrfBmHOApCCO3BUptzpE5UrqPxmFgGAdi37NMHvLyN/Nc/Q1uPxo86r/6CzZHI9laXmEb6rvPLazBVLFef8mOEBRYehD1jxfRYut1AfABH/oV8ZQbKT/LIBBmzDRPmLww1B7vLTEu3NzcULJQAqPMAMRpZpobsCMtRJ33UMWRrOs7OisB3DRPpJhY1K7RaTCUi1S4lmXStVydI3IiYSkpMc8z5/NZhfQKXScU73EYeHvXc3/X40olnwrPeaZez8TLRFV2k2t6FKVgc4G0sMRI7sWCWNT3LcEaAX26Huc7XOjkQcpFriN63SpKe5T2p854wiA9udNlXh1UxPWFdcG2Xtqwsk7kkiMJopxzJEXRbRIbVkffd9RaWeZEyVJ1yqUwTzP39/ekpNdunkg5ElTcMuVESjBNcm8M0htaCqSsbXtpkfavIhNoPzi80qgFYLSUBClVSo34UcaLFdqITFBFgkBnBWyzzmKyIvA0LSTUpcYKYGgsdF6lD9JaScp6vYwx4ipHA1Wq6hxFrerJgqDx2JoQlvxac6QtdA0gaInb7jkrkI20uEjs2JgMaOJsNM4168JGY9PsntaXieHW1tIqkuvEqn8M7edPzQj79qo/9vb6ADcbc9jmnwYivtCH2l1nmes3HaSWCH1v24MasHM802S2tgVcAURjSCxr0qsHRTUi+FyRdtMXoMn+Z33/y6x9/fJXb9wd295W/vcFq78XANrt/8WxvN7f/qA/sYsfAq9efP/u71rluW2V+PbMrF9RqWSy+YjNO1FsI1TzGi9k73CuU7aKtEQZddrYA6kv0Frziev4+7bXrKv9PWrn0b5nj5kZefLr+qG6u7VtLlfNufaUm/Zb8/3rqeO2qEB11VYiaXHdPdft+1YG3bYub1f2xf/Y39c9drf9bptZGjhknMbe5SWLcX+hGlBUa/t0YtUQaKBX1fm1geMg1VCqBKzbnmTvZg8k/jy2N3f3jIeR28MNh8ORD+8/cD1fCM4zjAGrq4j1gWGUc7rmCzEuSLHCrIDO4nopongtElVEO02ZwgIcKRBjdtX3KlbQ0hYuTNK8JNISMVXmqKZBZK0l7r8jGG0Dh1otz8/PqiVpCL5jGGQt9G4TKEaF16WlXoLyqvqVInqrPLkqzNb9/bUGTBXR76QOpzVmjPHK6k2rQKpB9m29wyanBVzpcxDLFHlPgVXvySLVbmMMWVt2C0aFY18CR8Y5QnB8/OYdkIQFBBgf6I4H7u9u+ef/9L9TktzGlGvrqQzG1uLWGJHtWXw10SubilIEsQP9ucr3WqPfIxV/oZxXiJFyvWJubkQWAhFoj/MiSaPGyyknNaARdn5KSeKrnNe5QYqki1rQC5MhFWHL55Jx1tANPf3Q44O0HDpr6bvAzc2R+TLz+WdvuJzFSc6qPuZCkWJrN75yPpXTuV4uoltVK86d8EEKif3QC/v+YHDd53x4/4GHjw+AsHysEcemw2FkHEeMteRS6ILnMI4Sl6pblhQ7O0LfscwzcYkYhGGSc2a6ThwPBz7/4nP6vmeeZqZpYrqKQzPDSJoirje4zmGrY7lE3F3Q2y8Fbe8cuRR1w7Vba2mt6/P1Q0vl/zA3A96tWqtS5JXehuZo3DohxIRmhiIufVCFlbtqz6AsIbOuIVQ2l0FYDQ+LjvWUMjlG5mlCYkdkv9rB8iLsaqmuMm4cajXvWiFa1mHnpa2rYnA+7ObWxrQ0mC7QOb+1rtdMeXsHKZHmhbhMzFfR522mT1YL/nJAkVINXpfX1ionQJPDekff9/Le2phKUgTPOXE83grxoGbSIswr66VwD1WYTrBbYw1xjcNa5GLUPMljjRhCpSjMoBQz0zRzucz0NsjcmgsmVzCFlCO2Gryz1CRyJwWRxglOdSyLWeN1uUbyrbd3dyJBc53w3hJ8p0BxpXohL5Sm4YfBGs3PFGR03lBNgZzJrmAiUuQw3VpoaR0cxgjgRnMDBQG9jLZbt/nMdMKIrZp/oPu0Iv7flcLQD/TqvjiOA5dxgEsH85U/tUnhR4NHKxq3i8psrWq5vlGmnXMKDEngW7WftIlygQw4sSZ34BotziryKMFP3wmbRj4mD2Pnxa6vZBUVpkh3Rs1czk88PYqjWHAOSqakKHb0pxOXy4WKOJ+No4hvZaUreudYrmKh2RhLtVaGvpeeVp1kliVijAgx1iLOVHGR84oxSs99yjiXSUukcwNvbm/5+//g7/P5mzu+/u3X/PN/8k/4+N1HRUzFirHkKLTwJVOTtKsVbferHup1wYXAeDNyuL1hPBxwXcBYh3HSuieCzV6QYGuFxp8L1VZqEdS91IK3PePhwHSagVnZRZBTJoRAMB1F9VmsNYx9wDnL9fpIjGeca4DaQrAjy3RhHMUdZp4SJUeoldB5rtMVY2FapN2t1Iofe4ZhZM4Lp8sVE0UorOsD1on20xxFaC7FSFEtC+cs3li8Ex2n4ANGHdOqxly26sTcHAKolGKkN1fH0GrFXqDQKkIJEEDTu7COSYwlUxQ4yxJs6dgPXu3XWyyYC0uW4y6NXr6CL4VSzSqgvYr8aXAvVeDt7SshZLMwlPeABNov7EF3tH+tOm/P6vbZVpHf8kfDKnhdd6xABVhkQWuglvxpe2nPcGNT/bE3o8AZtNTarNexrMk7mlCXtfLwfce0TWj5hXZS3c6yXdL1E9UQcmATb9wBETvQZJs3NSjBUkpWkL0lTvKdaxLeXvvk1r7jE0DCdjr7A/iB3exBhd+37cGtT+zrBWjyA9/zKSBLbpIEha+BmFo3Om9t41Q1eSgUc2K2/3e6659TiwETwHTU6iil4nyneZxQmUsVSroUI+r3z70BcX8IefgeYGR++BqayupzC0hi67BWWIy1ZprrSqPSrxHqa1ZfyzXNFszJv/VZ1zEuY6wBOu3avdzPtqvdeF+v+/q/V1/8+mBQZp0GVe37dSxYK4msLZZiNxOAl8fG+lptgbre5zY3FczKJt9fa7N7rbEntxjj57MVINeC7zo++/xzbu/u+fjxPdfTiWE40g/9qkU1HO443n/O8/MT8/MHcRH1PbVWzqczYbghpgRmJhSpqpaamWOkLlWZIdB5Txe8AoqQlsQ8zczzLGtqhXiZ1CyjJ3TdCtwZA1OMUqBxDoNFGH6GkuHjh0culwspStW96yfRiRn9yn6qpeBUy62JYi/LskobyH5310jZBoDc31KoKZPiQpoWSspYm6VdIqbVrbZzYvYxx0zKVaQAGhDjrGA9zsnaqc9NNaqFZ7c5l1qhC3CVWEAqhGK3bY0V/aMmCtUAJ9XRAcQxp2zjDxWYXUEfX8FoAlKSVuC9/EwVFqQLkLIkx+uFyVAceLfpsaUMLm+MlxzhcsIcj8TrBF3HEhM8PXH35ZcQguq5iGi4UXvulphLQUvmxZbwNvkz08kI3luSe+/4J//tf8v5+YSzKIjkGMeez774jMN44PHDA6jeUQiB7z585Ne/+RWhH3j34YEmnG+MIeXE9XpVcXfD9TrRnc/c3N5w6AMf3n/gf/Lv/UfkKoyxp8dHTueLFD4VxByGgX7oRd9EEFVylTH38cMDp6dncs7c393SH47803/yz7DWrNIQn332Fu8959OZP/+LP+f0fObx4yPX68R8nXRcbrelzWHOO/ogxdOYE+V8ItdC6DvO88Rw7DneHnn6+KTHxjrX/92mm/Vwd8ftl5/z+Zdf8NmbN3x5d0/XyXUteZOh2IJa1hjJ6uNuXYvZ9DeGrcO0rTm1UKvdOsYrK+PSWCEdbLGGOna3+NlAqQJwOB9Ez8oq88Zs607V52g9EsMqq2AVbLVGCj3WNN5lpWYYhpHU2Ea2B6QduKiBUlFJDR88o3eEVFg0t5qTuLpa15htQs5osb1B8pSUxAgoBDUTyBXby9S05JlcEl0XcIQ1BpHCtMUbKXpaY9Uxzmr+4TGdmMIY4toKXavF4EQLNmaSiZAKyUmuZYthNpU4RXKUnNhYI/pOtXI9n/W6q0On92AMN2/uefzwgcNhXHOelISRaJ3ku4sWSpzzBA9BnUaXJWNNETKhQececUV21mLwm0xAUeOsKNdP2tckv3ZG3O1aTue9xRkRSO+9aPRi+5V5lKsnZM8w9BwOBw7TgefxwNR1u8zqT2f70eBRS1CNbQGGBK4mRg0SjDBKtJ/YB79pIDU78BZgq6gW6PNrN0qeCx7nOm5vb0hZNHIoAvrc3d5yc3OUfuFamZeZaTqTc+Lp6czjw0dKLtJ6psyX8/nC9XqBKqKUvoFaScS8r1Gqb8tyFQqvgiwWQ3SiVyQIItKjacURxlQYxwPj0KsYY+F6vTJNVy6PH6WtC5inmccPDzw/PvKX//xf8uHdByiFse/pu8AyLRKEZUsOEKs8cNZagrdMy1VZWU7RaysdFk1PaqnCIFJRM2/aGle3fE8fhBQj0VmM7/DOkVJhiVG0hLSSl2JkGAaGoRf031RSXCg50nlHLvJQpAS1Orq+5/T0pPbPUjn2oeMwHjgcDizzIrRdvf81Fk4py+JeCmGc8F4m15QKz5crcY5Y0ymaLRaNb9+85XBzg3diczxPEmC54AiDMKguuZKpWo0SoNEBLme8FcS+lMx0nblcZ0rO3Ly95fbmRipWubIsUSYqHyCqeJ7ZqgpNg8lWAb0aeCQg3MI8T2uFVUCMBnSaFYCSwKnpdrG+p+SyfpexbrXz3Cd20k6rLVe+tds10OwlcCQfK7p47hfczUVsr3dklK3QrMArda8B/cnth8GNv73txfWpdV2US806Z6kOWnsyalXwekdR1cRp/1pZr8MW7BlNHFZnICqxzHR2ABUpX5PiLC1w1RZZPFLe40kvtvpDv/jrXZmX+3zB4vlrgH6a3Aml4BPtFy0wboyCf10ayAsg5R7yB5b0DhMesP0zmGfSxxmuJ1I2lGqpJiA85EpvRmroSNmuyWAtFeMtmLS7Drvr0VpE4IdBoT0Q9vrfPwQieUez22xMQ1lXXkCReihmV52XjHUPZtq1f0sS1M01UJ/x3TGYdh574PjV1sb7JiRvqNauyXwThtyhh3pcErCXJhL8k7fWPru10bbW3mZ48KnHwihStbUkNPHwDaD9eW2O0A2aCCWMdbz94kvevfuO0/V3HI8HvvjiM7748nNaf8TxcCAtCzNA7TiMA/d3X1A44LqR8/xASgnvHVV1H3NK+CBt910QAW7n5JrMyyJOV7WKvkU13IyjJBA+gGpLlFrAWMZxoBhHTgLKGWtwXlrlD4cbnp9OVCDlSpqvXOIFng2Hw4H7+9utiGi3NbPkvIFG7X9V2+d2yXSKEaYrplScqZyuF6bThX4YMcZKHBML3XBgHAduciFhWFJlmpThY62Cx2JC4q3FNl3GJMwlMU4r23wVk3w29ALUqJaUF7scEdE2IMB/WZM5Ve/lxbgrlRcOblbbzGKUecAGdWgDahIQqXxCMPUwQuggzuqwhjx686JDxYEb4e6G8vAENzfQebhMoFqgPnhqVjefFmcbiaGFPR+FdaCJYAgB6x3LFJkuE9PlQsrNMTRzvVw4ny/k65l+GPD3IhQdgiflhYeHj8Iqz4lFbbRTThyOIze3d8wx8XS6UNQF6XK9MB5HiuqYSPG0qAZN4Ztv3/H/+C/+XxxvDhwOA7/41S+Y/+VfknPG9f3aZle0jc8aYeJN08x0nZguV+KyCNDZ9aQUCcGzzAtB2U3N1vzm9obrNHE+n3j4+Mjz84k4zwzjwHS6YIde4v5+YBg6DjciSC5xc0d/GIkx8fXX30ocfDiKQPbYYVRY/Pn5zMPz+V9/Ovm3bdsXcqquR4qT3t7fcXt/y+HmyDAO+E7FpvVzxmnXyms2mxZl9iySVOIa667vQwsetdJ3nWjNtqI1bR02axuSsQHX2rCpkosZaBqTpjYbeFkzheknS7A17bVC5wNW6blFWdG5iLD7tMwUdXnr+xF3Z1mWK9frRFwESHOuYK2Ath1Qq+oiGsmljWqzlpJUFFpJBVZygzef3WG9Ic6zFHlMpaZEJYtzozmsYvNy8MLw8saJu7CxuFJp3jolJ6J2zki8IDpnyxyZ54VgJH9d4pVZY7rQ9fRf9cQprSYGi8YS49hhAdd5DkPP9XLmfBL3u/s395xOJ463Ry1Y5bUoHBfJC8ehJ/gkMXeVFri+G7DOkpYLcYnSFmsNyWSsc/TOkJdI9VUBPgvVQkHYv3XLdypZu4YLOSZc8NIWXFjzOoPBxpmQK2VJLOeJeD5zup7p+o5BGZxh6Fm6bpvf/0S2Hw8eKe3OKWOoMYucd2rrqYtS68v07nuicGugXFrSWshFe9itwwdxUgud5+b2Fqf6Pd4HhnFg6Dso0uY0Xyem85mn00eWZeb0fOL8fGaeZ7wVtDWlxDwt9D7QDb30cqbEnLKIT3pPLoXz85nKgrEKEFUndu9xoda0Aiu1imZQCJ67mxvefvaW43EEkHa1bxdOz8pAiokYHSkmHt5/pCaxQzUFgpdqVKmVVBK5VrrOgVWmhBNxrX4YCLGHHbiWcqZcpQfbNEAPDV6sI1upqtf1OuslV8AuxoS3AePNyuJKJosYWUykCt57dXPL5JIoNQnbyFqZWAuETu77+Xxmmmdub24IIWhOaRmP46q0P6gI97JE6UcNhv5wZJkXjJ0Qt5y6ikwbnOgf9Qe60NP3UhkFuadRkXbTxDdzIeYs1POKOOTttpIL85KIS1wBHIMAT8u8cLFXYZgBqYr+w4hXJkAGC733DF0HxqxOehaIuShFUpLR4AM4KFnQ95KAIna01EqwXid1AduEWSX3rFtbOe1qUVx2uj2lzlSSismLUJzzdhOb/4EkfVfn357DOauWlIoTpkIpUVxsasXQqOySPDhyg0W2tqyfUZLWKpkNPELdGaSiYKhO2Ci2VPmdzlmtCmQ0mUkpbdfSNJFNswJIL9p/9qCVNk03vSvp6W7XSBNz0/giLeJ4Bbys+/1rXIgGeNTKj2bS/NjtE+f9b3zzj5As5AB1AEYoHvITmAVTF2payHWm1glzjlxO78m5kqoD0+kzVDDcYNNItVYSNdWCM9Vqog3YDLUHvKidJ8D32/G8Bok+te1BJk3OqTLO6FS0u3nMyweQdhJxpdw0VvbbDhTa+WCZtfK6+/PiNdbnQFgWcmyfnBvWz9WNCbD+XNfKfHvvyuijrpW5nzoSPt36vgOQVvB1r5e0HecewJJT2/ZlrVGdwcr921v+D/+n/91PPLq/oa3zmBBIMTGlwjRP9KHnz/7iz3n/4QMPHz9yPp04n8+8+ewNb99Km9vlcuFyuVLrTNcF7o9vSGUQkVMDGGlpoxZ63xNzXOfkVDLX6SoC1rUyXSZijIQuSDLrAndqDhJzYrpcuU5qiOE991otxThyMdRYiangfeXNZ/cMxyNLTORUuFzOXK6n9bu86go20Kjd236QOKAxkxpzZw8cWWO4nE48ffu1iNdW8Bh8sLQWYGsdy3QVAxEb6PuAu2gS2QVKjJgQGMaROkdqaqCoMP1yjsJMdE5IgVbb1LNU7lVrAWol58rlfGUYR6blogepzCMtivkQSDa2wcwLEGk/Z7zG7K0VtlMyAhzVT8wD52eZt/amGntX5+bG9vwEb97I/pcEOGroiEsWPUoszlR87+l7YZQ9Pj6xXE/cffbZqoFkjGh4DF1HyYXL6UpOia7rGI4j3nsu5yu3dzfUw8Bh7Lm9uyF4B7kydD3BWc7Wcnt7y93dDdO0cDo98fjwQM5VpBxy5ny9Ms0Ld/e3xJhYksw13osbmTFQauH+9o7z5YllvjJdRonTlsjhtufm7pbL6aw45DYHS0wFqIuWdEhIi9vz8xO+C+SYOIwjh8PIvMz87ndf8/f/nb/H48cHnp9PzMuiRWN5ZnIqylyRWDp0EoPnXAh94HhzpB8Gcs68eXvP3c0Bayx/+d//FRiYrxPOWH79m1+2kt7fbYAqLZNi1kJzlrqTa4W/jZkoRAQpwnkXXq4/Lf6jFQF1farCDmlpQc5J96Vrm46X0HfYuQqAocBJK8iuUobOiMsKkJfU6jLyXdpGV7K0xzcXSlPR+VDHpDUsKVKsX4sjEi7I+4euF302XQ3HIZDjgDXPnOtF2k8naSsz1qz6T33vJSeyKqhdDTmDtwbfSWtZI31Y74h5pnUTiH6up2cUDd9kuUwTJRWqsarx6shOmH7OQTCeOC9czydqhet50ulOzrUUiCkTo2gLQZS2uSxuqsEnLuNI3ws7x2JZ4iyGEoeB8dARvKcbB4LOW9dpxvVSFKkYhqN0EdVSuF7OnE5PotfmHN53BK9aU040kM7PF8EGYiSnAs7gDx1BWZ01F2pNZGPFpdPJGui0gLfKXhhDzJkcCzFGXEwYJwZOwaubmxEXekwll4rrAmHpGKLh4fGR84cnpg9n4vP1Tw44gp/YtuYU6Wy9vF57+ULnVX9GQUoFlxrQZGxrU1O6nurNpJSwShnE6s3ugvYFDgzDSN/19F2HMTBfZz5+eM+H9x85PZ+4Xk/M04llFjp2LRCSVDNMRZDclPDjIIsbIgBdsvRF9qHDekeOkVRFd8jrYCPLQCrac95aUkpJmGqY5omnpyeuV2E+nZ5PfHz/kcfHJwZjiElEz0pS4MWIhSRZHAVyFnHQuCxrBbrWSqpKhVZa43gYV4qkpvQr4OC7bg3Umsq/UOp0Et3pqFhnqEWqNPoKzhn63q493yCOZgApRTJVj6VgglD+uhBwQ8D7nlIy8yxIb9cLilorZFX/r0jFaegPq85Rq4SNh4P2nEtFLpeiukIidOyDjoNhIHSdChsamcyKwVgvNMHgZMJMomXVHu52fWUB0QSrbolKKS1ZUreZKa8uBjkXcAqU2AYstBaoraWo7vfXxCs13Ws91rVV0PV9zS1mwwlagti0mjbAQnpu5TystWQTqMavlPiKI1eDw1LWvehxUxWIq6sOz8bkgLJEqdKVouKkGVsU+Fitzwv2FUjUgKOf0yan1O7Jdq0xWllujivOUG3VTqhEqYaYRENqa/9rlQU2ELYNgF0C/iKdbd/3os0PVret9lpjqOhwNAaxa19HzY/fSqkrwPgSQNgfp9m+WxBLZQs1hkt9CXz82G1DpF8yj37Svt7otZmAK9gFaC0nyDHnCLFoNecR3BWzPFPKE4VnajmRPjyTy5npacEYLxpwzmNI1GuPP9wRxiOmdhQkoCk+EvxRn/EdyAasbWb7c/3UKe3Ps93M1+DfHmgsrQ+k/Q5xDwUlBTaB/bq1WqKClQ3c1Hu9Vr/qbn/KQvJdEHH2rSTK3h1qY+sUDGV1O9sL6G/nxTqWVkF+2NhAP3Xc7LdaXz4r68sCWtemEVO3YxDJF22VffXVrZDiFGAz+SVj84+7OZYoOj/WB44396QU+ezzL7BBWHKn52e+efcdl+lKzJHP377R9bSSc2K6Tnz77Ttu778iaCtQjFKJFd3BHrNUrtOVvhOR1FoieVG2kWo2lJhxoWPoeym0eXFrtUYqq1VjprREsVg3TRNI1rSUEzEXFYP1lFDxwdINnuk6cb1euV6vwl5REL793fQTUVBzZdxqy5SzluXhA9eHD5yfT1wvkmw7a5SBnMmpMi8Ra72sf1qs6rrAOASWmJmNpSBFRqYrFBVGrsLSKrm1qTR3OnE1LdWAE+AiTzPFGqp3TOcTKSmDqBS8FzcjihS8gvckFY1FRVVfbMuiDmkWQoBsVQJJXCDxTkDrnNm3Xr7YPgn+WsBDdTCMON9tn/YOfxi5f3MnSXlRzRc1KSlFHNVIpUHOajUe8FpIm+cFHzxf/uIvONwcqLVqzHvl/njkeDOS4gwl8fzwyNka7m5vuF6v3N4cORx7QueYl0pOkYcPj0xx4fb+rcgHGMMyzxjriHGWFrBhoO9FD/Px4YE39/d0nefhtGA6GWPSiuKYJhGZ/fLLLyR2Vl1K3yQuvLABnJfcpBWAz6ezFPL6QNd3GGuZppnz6cz1cuXx8VnaMpMUjg3SZjkMA8syS/FOWUytPt530qKX1awHBLC4zNe1A0OWEo2/0idYZv+D3SosSZiWszhRxyTX0Gg8UDQ/8EmAUbP1e4FCIM2o6UVJrtYXGqMvChdVgR6dX1JORG2JN20dURBKiIXKpNb4yQWna3NdjXcaQryxdjXvACUBOLyXYvIKTKlJSy7C+snVyFyierVRC9M+BIZhZFkEqK5Wuhf2U0OLY7FWc7FCJVOLA1fwvsOHTvR/k8xlpUqRv1Rhcg3jSEYYfKmxtU2RcWxlbi2xiONg19PptOXoOZ9ORGUbzfNCjpmbKu1eOSYZ/1n08BKJ+TqL4ZJzLKotC/B8OhG6ewyF8+XM8XDg5v6OMC6kWgkhkOeZJWVSyaI3liLGWM6Xk5g8hR7nJF8qMWJNpg+qV2s9qRaKg67r8F0QIfGStZZXRcvIWLwXyZEG/ktUZaUVOBVsNaQlgi0UL3GYsVYlO720VGre23ViytXt/njXE+mBXbvyn8D2493WQkC0ijTJpdmXi127U4V2AGM34KhpzPgmjm0MNSVS1mRPxQ/RhNkhyvBd6MQGXoGN6/XKh3fv+fabb3h8eBDHsLRQsgQscY5qxQrFOU28NRGngtIQW6+7bYml2YXjVYCJYhTdrrXF5NgqwVPNmTkl5nni/PwEiLjzMs/M00ypCe9H+tCp6LZoJ3lnuV6LJItKu8wqXuicwwVHLSKuRxbEHSvop+87+r7D6oObSwFrhPHlvQplOgX3hI2Tkz7Rba40DuwWrK3i2tYSglRkrHUsdqYgYI7VYxPgRq6fiEXLd16nCTCMQ68LqsM60ZKaZ6F4L8uCD0Et7mV/4hAnVEpnvASspUKxWLxMkt1I1/UicG08uai+kLXrhODV9tRYQzQJB6QqVMVcE9larLd4o6Cntav7wbLM1AQ+BHKW9j3nRU8JkCocGyPlBUhghILaqJJVqadix6oJ1lpxFbCvaOJYrY577R1uuZGxBuOMVDbslqxZpYHKqUuFdNUzghUy2qd1G/zBBhKoroxpSWILcmsT8qy7P/LBFXwTBGV97ee2VX226xo2tEQlYY00NpsGctSq10CuVYMCJYc2n4zRVywIaAwMzMaQgKbFs12/VYPFVJqteWMefWrf1dTdvXydPLwCM2hYxfbzaj31N32HfugrfjBRtw0d+cTrhc1CqyrIoUCMK1CTAJnFQDpDvODyQp4XcrySpgvzt8+kuPDxu4/048Dh5pa+7zBEKAPOZ2xXsW4EPKVYSBPGjjtgqO7O6fcAIu0cfyxoYgyrreh64ezmRrp+ZRPlFCBL9LPUGaTd1qLXzO33ZVZcsB23iOXLW+W0FNQEGvTSjmenhLY775fHZvdAZDvG2j71qbH6Yy9NA8fbOe60vjQ+x7kVlFsTgD0gx37YmVYfUCxPx9Mfefuf/6/+l/i+pxq5d7aKrkYqIhCKsbz5/AuONzfM1wvX+cq337yDWnlzf4uzVtq055n5+QR25Ob2Vi1/HTEmMuL+5LWy3NzMqFXZEnp/NcGOy0Lue4a+U40bcF3HYA1oS3hKkZQzc4rSXmGlAks1ql3kqAjDO3QdoZOWsPnDR87nM8M40oWgbKRCuz/fmzzqtq5aazmOPel44HI6czlfOV/EgMQbx+3tLdZ6AX9qxvqKc5aYC6kIP9b5gMeSqdTpmZpFU6iq6HOLedZ4wKyPnTyHXvQUi4sE5+nGUXQ7l4VulLb34IWVk6MkOsF7rk3X7FNaNlKCF/aj8wK4xyaIrXOQtTr12x2IpNsOxH25GS0GOGji5tZQnLCnKoZpmrm9v+Xbd9/hfKDrRRNrmSfyju0kGKHEAw2c8U5aGm9ujhxuDqQsxif+rSWmhRBuCd6SlllAFQwhWOKy0HdOAKOHB55PZ4abA9ZbPv/qC4zxXB6fhdljDdN0JeVM7x2//tUvGMae6Xrl+emZWm/p+qCFyIJzdQUjr9crz49POLMxtZ3KN8QY6fueZVm4nM7kmDneH4gxcblcFXANWjgtUnyulefnZ66Xi7gNaozQ2npDF0hZ3Liavut0Pa8z4bJErtcrS5S2uLETZkxzdHOqRSOam3961tx/Y5sPuJsj480NtzdHjkO/SV2gxeCyMcicBMxI3LU9u8I82sVGu4JH+8EgRURjxajGFbfG2rkVXDRXaUWhSqHGpnmmDsOmOeu1oi/rZ7zpKEV02aRQuTsW7eAQQNNu6RmWag3VOqrNwvZcn3t1FlUg36uWXLOZzzlTbFYnNsnBULJCTlWebQfS6ZMwyZBiAgNd17MslesszFNjrZhWGXUntKLX2iRrnPeI+bOASRVEf7YabDXM3hMnEcJ21eIrdDVDyhjndemWPDw4h1eG6vl0YpqvVMQp8XK9cpdvcD6QYsQvM7ULVCNsJuMsLnhiisTrou6gAhSHfhCmTykaQsg1NFbuPUjubChUByE4zcGs6tVKPh28x3tHnBXI3BUIja6pwSsrfKkU2/K3NuI0L6g6RnSf49BznXuVhxm49j3RBl5o3f0JbD8aPHJasTBNh0UT8TaJNnQdWMWwrbVrW5vXG9HcIErNgsbhyWo/LFWhlgAbTk+ywCzLwqTg0ePDR+bpqn3OkVpF4DrGhMuyz6ILSLtZpSRyUrFl72lsj5SiAilVchkNrmqtCr6InSugveFFWpVSXB0q9tRrAwxDDxn6fkDEALP0/usC5J1TIbhCAlwXxGa0E0tRAZHKOkmUJNV964PSyBuKbVc3lVap3tocZGt6Nu1V7x0xyQOSTJKg0eqkoNRE5/1arbTeiPuBEzqhJOTK4EpC1xvGkcPhQM6JZVkInSThyzxLK1gV5w/r4npsLdmxRpT6C5VsBBzqgmfoR2UrdVgVxc6pIDGRx2k1wniHcQIeWUHjAAHXaspkY/DV4YJtBdQ1EGiU+hiFISXK/JFqpPUsqTWtbVBMbSlWVYE+q4tby2eUMaCODi0oXHGXdXGReyNrn1QtVh0x1S5qLaFylVgrFO3amd2+tvu9T+JegQ1VW7l2wMnrPy/e3/bSvqfds9IApP3ff/ztdUuYtJ8re2HLDNq7MbYlwKxzwQ+BLg1iatvr/Gf7zZ6IviVrLUlf2SNsY0DrZevfbaBIfr67J584tJYkNtep7wNH//qJ/e/fPoEefS+x2df+dtf2xeHMCqwYwEHd+aW262cTODCdIz88YvKZGs/k6xPL+Yn4/Mjld4+cT8988/49d28G+GLC3t0QnCExwWAhBT2MDkPA1KTPhdmOqY0RUzUBNH+NS7jdY+HQt2vgttdXJ7y6MZAoUsU0jbzQfBwFXNnuswKS5uV31nbt1l9IMriCMlQMRYPs3weSsQM89/dS1unmLAgvcTSJdc0Kmu9iX3nKFN1pbaDSVqfAmbW4ttuyb4sTl7CiE22bh9czbvPpi/JrXZOOP/b2H/yj/5EUi0qlpqh20RD6nueHD+QYOd4ccLdHLueO+C5yPp14Gjvubo84Z9eW6ul0ZV5m+tgzDP0KIJUijIvGDG5rUWP2GGPwIWCcxBM5Zy7nC25E452iHZ0V6xxd32lbvWh2VIvohmjClnKW4uErEdhxHHkOJ1JKLPOyAkMSI7ZkhxXYAtb7l3PB2iIOQcPA4TAyXa7STne+QBUdihB6bWnx+K7HW6NSc0Y1M4PEByWT0sIqSK/tyqZWKbopy1jiv7wrkIg+nm1xrTHkiraJW0wQB1ZrLd1h1Gvr1+JERVlEe7e1qnNKFrBQ2EbCOKMJPMPG4lyLOm0zfH+OlXOW/pGwtvg467BBWllqrSzzwt3bN+ScRXJBK+zibFYw3rNMk7iQhV5a3NRYwjopXqYYmaeZmDNJWx8fH04YA3d3dyzTxOnpUYR+iycukbE3TFcBhWJKImMQK/dv7oip8uHxiWpgPAxM84Szhn/33/13+M1vfs3lcmGervRDh/OGy3XWqaysjPKscXqKUcayc4TOCwMPaSkBiT3TIpIBnQ/EuAhQFERzZGMsCbPj1NrVYGVptXnNqkwCbAnp+XwWZoaOpVld3IK2cIp4b1mLq05zorr88YHtn83mPIQO33X0XaDrwjoPuSCFYimBaKHDioZN1eLI+pgBrCuLhn4vvkjWZWfb+if3qFgZV6tcwU7XslUkqrUYb7ZYXEkJm77o7m89jlx27pd6ZFUfbWulIC4xuUbTxq5sovWZX8HGImxNA5hNqkLa0gvVQnNZZnc8zjmMt1iHEj+qAEjW0HuRA7lOF2lBzoU+BHKuCP6kGr/NbaDN5bqfokV/5xUUNRA6z6z6Ss5aijE4Be/bmm5BOpfUiT3GxLyIkYO1IoUzjqPMq85iqhN2UWqyccI2Ogw9ucox5Kqt+c5xvDlSYgbFKBpwI8QRI46dbLGJNVByxjrVaa7teZd8/RpnlRLZCtAoM6sBeRhH0TzdadGr6nBs+Yn32lEzDAzzzDD0jOPAaRhE127+m4rZ/2a2Hw0ewZZMtoFh14Hefq/Ucdfa1tTOXRkijSKdc8EkcbGwzmONVBVSKiQnjJ+4JH7726/57rvvmC5XTC3q8LEA4n6WY4QatdhTiXHBOUdxXnseoVZHitIe5a0X4UTrdOER/RxyxYSyUgdzTgIeGChVrE6l1S6rPd9GvzZW2FJOg4i+D8wPV8ZhENBlEaeQXAUsCX1P1wsyjYFeHSmcF3ZPt1ah5Zpen69UjExEZWv/E5S0iMtKbYUr0eGpFVILEOQoV5qwMYZUMiYlmcicw9oKxlFJK0hWKdjSkHWlQKakk2ygKnp7OBzo+o7T84kYIz5EYTAtC/0w0AVJ3KTKKhNnTlmd60ThvpKxiItb7zz9cKTre4xxOkEVSqzU3iiqLi5oKBDZJt82Bp21FNuSJZn0pHJRVsvPEALGig6StYau7+Q9KdP5TiscqEBym/hb4qIAz654ZJALL45eMh5fPjtawWqLiWnOXlb6YlHQVVtCWzJUTFnz79WVa5+MtUTuhevW2jy3A47UUUWP0SiY1AAO1jNrK+6WgG5g1QZObovyz2CyqygAt2tV2QFur/GOFbDZx+Q/EJ+3j++312+rta7tP/KGRn1un21gxAZVKarAWi1rxyAHT2U3uD6B10hw8/rE9ifRALK/gfuzG2esCOn+96/Bo09tV0AtZ6uDGoTeWUF6hpt7UQJnSPEdNp6o84l0emB5fGR+OHF9/8S7f/Ud784XynIluEJwBXscMdeJegyUJQiT1B4w7oBxnR6+XW/DDpGQCGW9luaHT2G9DK8uwP75KVWuhwFpMWn7LcgEoknmC8Hd7bleLWPXP5WKp1nCymt2R+5qg6nK/rXt+sUx1g1O+v5mXoAyL0/zZYjOfi86J1kgK2jhVu0wPUpla7YKXl2/j7XtDBDW5q7Vt53PetSCpq3fvR/2+8+V+jOo7luHsU4ERXX96YJUH58fPjItM4c6ErqOoY4cjwem6UJaIjEu2F6o7aHruUYLFgFFCBJbFSfBtLq3huCV8dySFKP0+J6KrL3TNHG9XMXFTFt5rCYfXecZD+MmTeAVx6gFUPFX1emyRpIAqrTRdl3H8Xgkq97fNGVSkoTeWnnmGqC1siZ1oOVSMClxXqQwGHRf02Xi9PjMMi88P59wbgastLP3A8FIS0RwluAs0RkRzy8g+jQZqp6L82I8omPSGnHlabGJsYaaM8s847RKvkwzFRiPPTkXum7ger7irOX27hbnPTNma40y0kJOzmhPnWopsYFIyhSiFtR5ZDfXmE/MJ0bn1Ff6aMas+xIHtdZm4yi7Am9tSZnzam4j7rXGVFwfuJ5PDN1buq7HWK8mKiJCnWLh+emZy3Uil8IyzYxjJy2BFd68vWeZeuI8EZdJx5IBW7lOF6zzqn9ZuJyfyUVALO+tjLXxwPV6JefMf/I//Y+x1vBf/eP/mufnJ774/HO63vPuuxOVQi3CasrK+hoG0cNMKZJVxzI4Lxri1qnzbZFircaRyzQJWKj1BHHyyisz/nqR3wvAqEw+dWRuc2wbv7VWrhdp0QxaIHfOUX2h68LqECUmDSjjTUCkzbf37zZA8y4BBUqthKFjPIyEoROhe6dmTcp+8V5bujW+r1XBHGSOsQ3E2Rc3zPaDQeaugCdb7QqohZiMEqD38bojdwIQN8BcEcwdaCQsXXnetnXH7L+4ShdCVtmNFn+LlmbRutAmPIEC2sZJYa0JYYsT93Ze1Qho3ELQVSvQoJqocm2kC8hDtfheCQPWUnLFWMfheMubt/dyPKXoNGTXKUkAfou1cjzSPieaat45vBHdpTk4UjLYtIFt1RhsimIC5CzWVExdiIu4uxlT6buAC+JG9uVXn9ENPdUUHPL+VCqLOq3P8ywyM87THwYGeukKul7o+45ko5p2+ZVIYnW8tO6bqoX7tRPHCmBpMEImUBZpI4XuB5Nhy+mcd9TgERddt2IDNUvsJ5exYrDCmHJedTm3P2ILaoGfQczyI7efBB61Bdc5AYWa01N7OJrQJrR1zb5A62sV8S3fBfqUtcKBivVV1b3J5CVxvU5czhfOTycu5wvGFFkMirQyxEWqSk41abxx5GpZlkgIdQW2KlUorGGgVqWnKlo6Dke6UDidTuQcqcjEVUtZaYil5FUGo9keBu808JBBV0zCFOkoqKlwc3NcFy3vPc9PTyxL5HgzygNBIZWinQgGE4SyaKv29zdUuVRSkNa2GLPQ9ZRy7ZwjpbQtXkGaErLG1rnklepvVIjbtji/VfwVHS2lQs3kbFSMWoCFlCLXq/SQGwTgyykxDJZxPHI8jLiuEzDQGKEQxgQ6wTprOR6Pq15CrYWCOJpNSyT4wDJFFeGuWONwrscbp/qRZaXVC93cUa3b9IQKElQYSCXROWGa0bOCJW0ezTERFwG/vHfc3t1QauHp6YRzjjdv7ok5c75cxBK2Gky1WrldZ48NBHr1p1UqJLmpK/miBXRNZNFZp9d321dj7a2OCHsQZN+mZlrz4OsqB7QkvqJEh5VRVLef9RkjF2zZ2AgbiLTb1+vUskoVRcbOBlqYT4r9/u1uplkY71/7vR94OfnvIZ0/+F0riPbyCqWS8cYKcFRbjazqddNUu4CxZU0EJNlu1c09QPATtx/6yApi/BsEkCwC8qz7rKLns8/gbVWWGq++e3egtUKNtCqOvOZUGwhISW1zr3A9E+O3dPFCmp+I5wfS4zP56Uotla//6YWph2uXmQ7PLCFhygHfJWocqIvqAPmCC0H1EjrAIRI7sm59GjT5BHL3qQTvU79rQebKxFKkav3oBoSs76tN+0jbp9ExRwOxLcXe4ZqV/fp1mxbZHmRpwEwzqWiX/vv3Znf4207XeehTLJ76cmef3v7Ar435xFt0vtuA1wJW9GVWsErPec2729epm01RrYY/9uZdx3UW/RRpfemwBi6XC8PhwHcf3qu+g+f29o6h71RLYQHrGMYRawzTdebmVhLt8/lMCE51hQzWW2pJ2la0CHiUhT0zHEZuDjerU1atIjRbi8FVaZ2XZCRTU5b2am84DKMmCdN6P6yTgsc8TeQFqo+SmBtHMdLu8Pnnb5mmWbVxJpZ5oSJFMtja5vctty1BX3ImPZ7J8yRMkE7Aga4XJvDz04lpkVLT53cHvO8ZxgPBS9xkyOIqpqzwF/OwJk/OWFLN2KyV6qoOX6WuzOUCGvizFoxcZ8X4o1RC8FDEXvrNV/d881ffyGsYYhW3VnLVhEDnD6vaRk5b14xBpAQsJAV5V4bsJxKIBiDtGUnWgrfSKoEkpg400XbYIKLTMWWxqw5BdSGlam6UWeO9I3SBVoyjwuUkguTOOaJJ2GTovecw3mCd4XfXq+jTzJH5Oov5CdKJcHd/w/HG8+0332Jq4aa7xZhMTDPTdMXYSMqRUhIxLVhvsN5xnS8chpFKVkBoIXhxWDufnmVsVgFE7+/vcMHTBQGyVja5xoy3hyPffPMtDw8PHA4HnHM8PT/x9bt3jOPIZ5+9wTXXroQ6Fl7W2FsApoAPjjlGxsOoMg0NAM2rxlIFaZcJgb7vhV0wDsR5ohjzctwrq+VnAWz/nLYqT2pRdhkVUhZHMR9aC1WLOXWzZm0D268Ba1xXzQamvPiuDbgWds1WuHVW2D/ASoAwRtaTdgxrm9sah6Nrs8Z7La43luqMkg0a6UI6clJqc5TOv7m1kO5i8VZ0cZZCxXaOjoG5zpL/rACXFA2s2dhRoO3LRkT/UxKSwXjwHG6OpJQ5nU4Y6zje3HC8vcE5x3g4MF3PPD+ciKmKvIzR62Adxsjxz9Nl7c6hik4tTtrCQufIWWRY6mK3EKGt6VWMskgFPz+Qpyo6fP6GoR8Yb46bg7hzpLSoyLaA9DlnllSY5pn7u57bmyPBiwt3WiZyLgyHAe8CInW9K2Zm1e5LiWplSm552QZ+6/03cp+Gw8CyLKQlrXOnVeaoMMkKxqMaSYDee4wAbbUaYsnM08zT6cR5ufJ4fub5fOL59Mz19AzXM39KwBH8ZOaRUbqcMm52DAnYlmmMIP9erVFlYd+qTg3xtMqe0WeOkiHbTFwy03lmvs5M15nr5YKIkrVkVRABg8V6GdQWg1W79FrRqon0KnbBri1q60NcpSd7WWbmeQKXMG5zpSlFhCopdZ1cvHf0XaBUcQYQiuoi1uzWMAwD3nu6MAgQpn3Tt3e3NBHnnDPGVqk0Oqf9lpZSxOnMWXHFMLWQS2apiXE4Mgw9JReWeVn7s0EehGVZsM7S+x7nHddpEsewYZCe7lKIKTLN6qbhROsnBC/0T2UD5VrwToUGs2gjzPNMFxzjcaD3HVcFikIX6IeB8/nMvCzc3txSamWaZnnghoGYZNFFK3wpCeh3na6crhNv3rxleTyBMoG6oaPzPbVa4iLOJ86JBpIN4hhScxHRc62eWeskYS9GK1pBqj05K7MskhdhmMUUqaXo5yx912Pcxorrx4F+6Hl+fNZFn3VyaK0nbRxnBT8BVscTVzBV24mq6mXpftpi0lo3eLWotSrHtjjJ52Qe08UIduZDRjumW1VDdromf80OvNStkqDtfLVWTJW/26ItYt5VgQ3VRlGQzmiVWY7k5UJc9xPzz2kzLwGhlcFg2l3cmEqNxdUSmU1U2HxPn6Y2cLm1GmLIRtyDqt0c6lrVu7XIvWirYQeY8H3gS756LZNt0ZLZ32u2cbIHbnbn/wcT+9+77Y7RGu33N4iux6uMXYUFX3z3upvXoOT+OPOWMFUDxSGaHzJWS57I6ZHl/FsJJuN3PL/7HY+/e8/53Zn5MXP+buHrfwZv/n0wEco1spwz1kQYEtOpZziO9IcbYoW4XDl0b+U48gnjbgWwSlZcS5yh+ismDbBzOfve9f3e5aq7vz91z/Ta7c/fvPy3tHG16wTJbdVPETX2VA6//zhgfa51pzLstde/ZBnTFhUJ/oRGi9kfN/tKe0umN00dGeefPo6kc80LkVJetp6x/03VedIiVUFlTb2GaleAvh0T2/PSkjQJaP81gNh/w9v5ehb2T5DEw1mLdxboeXiI/MVf/AUpzlzniSXO3B4O/MN/9A/5//y//0sul6vocwBLTNzdfYazlmm6SJu+s2qkYTnPkWWZhKUUAgRJsoOKO+dSKUWMMIL3fPX5F0CVoHaemJcrKUWskWquD56UouAexmwVUmAYB4kXSiHGWdlVnuIMbhgYuoAfRJD7cjnx/PzEN+++5t//9/4dTA0vxkSbg0uR9qZlnohXsXE3tWol+kDNkJdMJZFy4fHxTD8+Mh5v6MaBzluCd2KUVhZK2nTwWotdK6LkJZHYhLMtZm3jAqhZrbnb5p1YSScpJNlWeDOVpv2xXBeME2DAdj3FJpivIrIdjIJGOtenDD7IGNbC3drm9nrregGeYoT6iq3S5t0KJUdxbTNJK/vacpeELXQ4jHTDsCZOpRZlUhh8P0gLlzVrG4oPwpzJWZKekgslFAKBMfT8vV//hg+//Zbl+YnxOFBr5XK9MF1PIjdgO66XixqfBA63Rx5PJ7x3vH//ICDnMvP0+EwYOrou8PH9B/pf/oKh7xiGQCqiL9S0PZv+KcDheKRS6fpOOgv0OsQ5Epxj0iJx3/fiklvBFNVCVKAA4HK68Pz8rHFuY6RWUlFZhq7ns9/8iuA933zzDTeHI59//hnPT4/8t//4vwRjePPF50zTxDLPnC8X0abMIzEm+l6Kq7WoXo8WEv9u220SZEtbYsrEmLRwrIBbKeKIWO0KELqqYO+qZan7ausdCkbpeiq6mK/XCelCSDGtIudNDw3qqtWbcxHTJs1j29rYXHrXfep6aAy44LG+Y5mvNLkS58Uh2VqYpkXcvupuLStFSAwKJLX9xpSIJVOtw3QGVztMlvmpUKU1rLVc2aYdWNaOBufBIFq0y7IQwox1Xp6dJeLDoKZMohl3c3PPfI3q7rx1E4GwXqHDBwWyaxUx7DTx/PTE+flMjkXm8fMFd57AWbKu+bUKMF+LsK5rDWQqLgk4NxwGBmswuWIWqEYYf5frJEYN3UAIntubI09Pjzgr+Zv1B1wXcEELhXptrJH8xaj2ZqnaYYSwCYdmyGQl12ywYiPJBC+EkeYkmqPkRKkU+Z2FTCGpNqcx2tJstVDkPCVX8oK2uYmmXt939IPoHnV9zzWEPznHtZ/ktmYa6GM2+t6mzSJBnlXGiVMKp2u94LVSkjwkBnl4GyVfKvCiW5NjZTKTihovuyqVBOXWCAWu66TloSG5TbD7qpNCbG1ZVYCsy3UmeKctYh7nDDFH5mUhxUQtCVubM4hUOfOS1t5vMUVxK9CVUmSZZqarADWN/lepONOtbQjGSdAigxZtp3M0Fy/rvIh4ZQUcsBujphac76QfVXNfqnymrkGyTl6lSoDTUM+Wk1ahEXvvqUlaynoNKGvWnlXVVXClENTZbZlnckwsS2IYB4LveTo/iMOZE4v76/VKNZZhGNcx0g89nepxpJh4engkaSDWDz3H4xFnHY+nC6fnZ8q00HmxOOyHkX4cSLFCSngf6MdR3E+KOJktSySVLMw37/FdUMbPzLpkqJPfPE9M00yJomuQkzgrpJR5fHji5v6Gu/t7Ssk8P5/o+o5ukMpRm0SKanI00KbWypLbpN+s21lBiArreBW8QgUpMVRT1NVFBb0VhLA6jrFSKWh4gOxsnwA1lhOIIGwDPequamnUMaCCLo5VF2YaPVYTONOCV/ZC2K3VsV3Osj6/23O+Tgo/dvr4W9letK3ttlKzAM1KwV0BvZoAv17sDTPaQJpqvs9Jaoyvdo2cs1JlzgtNQF3azloS38ZC45T8uOu2aWTtwAj4YWDoUyBSGz/NKaSUl++rdUtq2n5XEXWzvf6iIvbqe1ZxYsMqEF3FFeX7W3uQCpgk31MNq2tQbXNZIueZnM7M00c684HT4+/49q/+Bd/+iyvP31bKM0wf5VCe/ju4fISHd/DFLwpf/PLKzT1Y8y0pT4w3HwmHt9j+M6ZTZcDBzW+U6WSlP94LO8DYKonYT91e35N2nVa2Xnt9z0RC2VziulJqJes8I0L5e4Dp5TE1oFNuT9MRqgTnZc5VoUv3IisVN5EXbWE/+TxZE/Gq4LM17gXwmj8BSr2AjPYAFy9f3gBz+2IO0ld3z4TMX5JQZH3cRDdqH9T/MTdbMx61cE5Jgmgv7e3j0DPNE9WoW1PfMS0z1w8XvvzqC3739de8/2D5/PO3/OKXvyCnws3Ngb73nE4nzucoxSeroL7GOht7VaqfrWAnBiISIOcqjJOh60QYOjiWOJGStMtdr5X7+zeQtBU7R0qOGDWfaGtcUaq+9Y5qxI0WoNakP1e8s8Q481//N/+Ef/SP/kO6YpinK3GeMbXQu4D1kXfXzDTNXJ/P5BjpQ2AcBm5vb8kpcXNTGfpEjIlpFh2ep4ePdMsREzoOg7QwLfPEPIubUbDhBQOt7MwtYqm44LQFppLWtnCNabXwwhIpnSOliLNhNWestbLEqOK70gJV92POBpgXGAfoAvigxZwFRfJ+/EB6PZZvbsGPYAISgDiMs3gfhFXpgugVlcrQdxxubjifLgIexUTJyvT2jkPf04WOVFtbqRWnP1DmmMbt1qyi7CGIfpLz0oJhqHShw1KwDr57f2FaPMdwIJcBZ3re3n9BnKTVy4C0glWJP1NK/Mt/8S8ZxwFMlRh0moRR3gljap/8pxg5n850XizIvfOSV+g6JxILSdjAFT0v1gK4MUYKkUmdpnKhOgGW5BqJ26ALXgx5nAi1912Q+LoUhqHjL/69f5dlvvLw8YHn5xNf/eJLbm9uuJxOTOoCPQwD0/nKZ2/f8ObtPaenZ/7pP/lnP/7e/1u9Obh/AxhKEjZXTJGYE6lIQTuXgqlWXBFbt4cXcDilJF3udSs+DGOv/9bneAWWtrhFWPTCTJKifmGJs4wxbfH03qkGabe6gO3Z/lVbHddGs6qOjaqzBqJt10pm1TS3bMkVnDEqebatY6YiOSNW5FOyuKBhVLKjVGyu5FqkEyRXuurE/4ZKVYJCqdJ6CcIYdU6igFIyS5xxNa+5dYxRrnF2zPOCwzCMo3TY5iJ5lg+Uqt03FHznMbqm1ZLIJTMvV5blQk6FOU7kvBCUFbnWSmv7n9yvy3RlPB4YD0eME9LANE0Y56jBgC2Apze3DKHSeYmJnrnSdR0xJp6fTyLg7x3j8cD5dBIWEFrIN0bbdgOmN6Sni5jZIcCPqRlboRsGchFSgLNe9AOLyunkLIWGppm8FlS0dc15jM5FonFsV3f6RXP/ioiBByfXs+86ab8eB+g6WF61Jf/Mtx8NHlkFghrrqKmvw7aumSaUrW1Vq0B2KVr5Utqp5rmmuSQ0rLQUci2UUpmmiek664MgKLPkNkLvdfqAG9cpQihglSDXEYMCNSq63IQNu2Gg73ucFSeKXBLWQTZbhdWifcrW4o0k9k2gbZomRSBlwpFzkwdxmRep0tXLKqblmmaOseK0Zay2YGnA1wAA61anDpnsjLBphkEmt5ikamkFDS1FWDwGVY43dq3KYCSIbJRayVVkCgveE1yQY06S6OYkoFWplbv7kVpENFoGdycMCiAELy4I6nqRUiYW6Tdv9sGh6xiGka7veP/uPfO88PaLz/EhsMxCZ6+l8tnbN9QKc5QAM+Ys/eZJdKFubm/puh6vfbDGeW7ubrleTrz/+KDSIU3UU0CYp6enNcgoWcU+a8UHp5MJ6vYmAdA8z3z7zbc0QbN5WQjLouLugVSabfR6WbVaLxO0ZRu7+8AG6ipmrKNJ8/8mJls1MJUKQSlqfczL4FX+oaCNMu1WUMfI0XyvgUqfH1TfqKGdRgGklUivx7BN5GV9li31BT6x5/BU3cNrBtIfc9tIH7qI766fCKWa7xNz2lmtAA2fBsN05W+Lf3vPugbuPrpR0ev69/eOrUUSv/eEfs8bXhyjWQMPkcMoq9jj/i0bgLRjB60uZ7vj3W747znIHXD0B5NzBVlfACC77zMqzLKCTO09GWt7qHcYGznefMX1+ZkpGexhxN9EyofI0wznC7yfoXfwhVcpkQxxhusEfcz4aWZ2V4rp6cyRLojAodhfieU4Xv+4FrD8hK1VKdrPP3T97IRGuut56i8Ag7G6NqrbJa+fbTKGicpANhZbf+A411tkXgzvxr5bBZV/ZFvXemo0wGhrPfoUh2h/HOvQ2u1r/ZxBnWt2x0dVfFMYSAVp57baO16aO1UD9R1ieKFrHbs54OcAHn349htu7m4Zhm5tu6Akaja6nlqWa2bWwtMyTxgDb97cUww8Pjzw8eMDyxL51a9+o05nEhQv08Q0o2LHDmsGQgi7e6KFAdV8cHr9UsqUWFS/XYwyAt2aXC9xFqHjKG06WGGrldLEhY260ThSrWCyYs6WnMzKVOr7IIRcC0ucmc8T9v/P3p80y5IkWZrYJ5Oqmtkdnj8fIiIzMqtBhE0TobEAEfAHsMFvxwILgBoNEBWqu3KKCB/ecO81M1WVCQtmEVW773mER1ZGuUdVqtPzO9mgJioqwnz48DlK4vVWWt1yjFzmlbSu8P4D+ek98fkioq2HI8kE3n04KwPcKktYKvi1Fp6fn3HzwvHhUdqMnATnzogkQnDS1tVbPJQFIEmc3APWSUHMFGkPEWy79n227dkpiv5an1UR1nnFO8dcdxp6xlBtoDoLS+2sZYpemaBhdy2wlt16AJ9dJz933AD4Fanit+1K79FswBqCMolES3SFKowdKpyOI6fjkVwdMQk7vKSkYUNhCIFpGpnGsbdJ5pJUh2tVIVkpWA5DAGXcXs5n1jVh7cLHj0/ccc/dwz25GAY/Mq8rORbIlThLa8j7pzO/+8MfuF7OvLycqTnztQp0VxRVLgLSxTXy8nzm/v5OwSMRqbWoIHVLyHMhEjsbMSjj3mBIpZA0Qe/uyrquHU+iuxljJC6x3xt398KwX5cVZx1ffPWWf/nHf6K17BUFAcLgOZ/P5AxDCCrsfWYYRcri/uH+X7Ga/Ld4SMvJ6c0jdw933N2fuH984Iu3X3B/f8cQlBGjOWUHBjW3MjrppZ5RqNWoQY/tphN7Vrmwh0zfso3VfcMIaCS6oJ8WaaxxW7jUcg/N10pjDqH3XgOojNGO9O0+bjzaTJbY3yBtcs5BTBu4qZtnd3E2RsWrk9TXEImSAgxhoNakoIbDOUPNMC+L5MrOcXd3wgd3A/6LKZLHGKfFK9lTrXXkUkWzll2u3zSSmh6Sl6JsSYVMBlOwpjLHhXW9UmLClQZguS0c0IJGShGrrXLTcWIcJ8bpINICWGLKLMtVr1nBe3HjNsYwYEkJYRZ5+QeVzNaS25j5FYndjXd4Y5lOB+wgWlA+iPtkyqqXrG2vtmZq9UIMNVWc8KrmR0bJMU0se5jwPuCsV/JJk7UR7aSsa0rXgw7S4iqteXrthxGBY9Z/4/vrL3f8ZPDIO6lsdCc1t7l9tT3M7fR4OtBkTK90SlIrF6Llvy0gLQouyUNSbzETJM+Sim5oKv5rm+iUDdoXK/3GOSVClMU+qLK5V0rfqNZ4wXtijKR8lt5HTexbcb1VL4IPgtrqzVxKFgv6UrtWgHxu+bxNZA9jtIAuSbbZPqwyT5RM3VTZWwDdUG09H+stNowsKlZojelWszUKEOVc7cBDjKmLTfrgyDVL9a9JitQtsa5F9Q6qLBaDd3jrGIeReZ6ljWwIQOHDxw8qKuiF+ZMSzvnuVJIqWJu0P1gExELw6gDjOJ5O0gqXhB4qbW8HoGKPR+n3BaGr1gXjAqPZu46ZvmiVWlVvSyj7hcJ8nbnOV1wtqkdltqK+FaFMXJUeZLZqe4ql01X9EDBOKhniAjcoDdF08dDG3KhVKKRVA5KWjDVfo87UaBCFEaHEvjgp+6OZKsDuunQgRzegXTBpzJ4h1I49KNEmcFFBbG3f0CC5vYOpmx4EPQGsPcVvCacBEd7UJHQDUhrw8lNXj7/0sYf32nd/InncYyf6Tf9+/yodCKg7nKUBeq8RqV15pVY2By8j3988vinTqBsQevka26RYxH7q9fNefYb6+he8Skba97sWrFef8Y8mKbCbz/vX273fzXs2XZ/66rH782i/cjouSfMfQxOxNnV7ZNa5/PzhzPPHhY8fC+8+wIf3sDzDc4Ea5J1ThOsF/DMkB8OlkO3MYDyjmTAhMTkBjTBBvlrVIXEiSNw1rf/c45Mk0GzzxcyIQPZuHDtwstNUg86uZacvJnNPWIY/CfLZv02br7QlQVtZO9C1P+09ULz7KP2Hevsxt7PbvYRU+moxIvgPPbhmt/7evIc+r7W0vb5TTGdkbkCdbA22F13o66YGjeYnjdRf9Pj2d//Murzliy8eORwP6vZaSWnVVhxJdosKxZYqwa8LgePpxLosXHLVQHrWFp6B42HCmMo8X4U1O3hOpwNDCN3WugF9RlmBFSm2gFaxrW07FhixeHZq5ZxLZl4WvLddfkBypEyMV2lN8iOmWlrrorDLjeg3OpnTItgd+PLtW35/+R0f3r3n8eFB7J1D4WWeuZ5ncs6MDkbnmK0hRWlfcSaCsVyXwjQcurW6M8Iuz6USl4RdVmwRPcV1XSlxZdB29FbGaWBaY37HGHvC2WYN0Nm4DeBs45RSkjVKb9taKvN1Jni/AYOShQIG473wN4PfgfqG6nV9dI5Pb8BP97JeINDrBAhryeab1zD7p/dv5ZM751TbY3PIq6UwDqM4gil7Iyc1EdF41Q+eIfj+GUvJDIOn5Mgweo0RISvLbF0Xnp/FvUlaMoad47DV9iNpUTkcDlANS8qsS8IERykG60aMH7lczzxfEg/32nrZDE9SpgaRYkjaYeA1Lm5rj6kbE7xpE5VaGaeRoGz13HSL2r2C7PLWWk53J6iVdYn44LheZpz3nE5HPnx4Yl5XbAjqeFhw3nE6naRYnsUMKK4SW5aD5AAxJZZ5wZ2c6Gf9+wHUG4OKJofiG6PN7EyC9OHWtfjCbOFMv0fqrrCxscxajFVz6fevMZIfSBujw1dPJvX3E9JBpTlGbntjW1dN30c7A9gYJUS0j6f7ZZtfVdzOes7Q9kUrTl37QpR0jFQEnNd8qDiMcxgvbXi2VAE5Vx0nLzGCL578EiUnqUK88H4jd7S3KWWLcY0RTbjSWtGNAWVDU0pnCjaWV1vqrDM4b8SwYfTYVdnDrsUwAkTLPiNrqvUWbwPOGA7Hg3SsjJN2kliRjamRy+UqjzeFITgME8MwYKsIbHsnuZVo2i7a5i29TK/jCJAY0QfftaGcs6ScKVE0A0HjF++wwVKjFOhtVX20UilG2uGqBGugYu5Yjdv0na2xah4i1zlTpE08rVyWmcs883J+YVkWXPBk66H8NwgeCcpmNttVvalFCLgJjLn+d9cGtE82ZR6VqhugoYtblo1y6IwB40S7xspCnNJCrRHvtGex0F0LqhHk1PmBcTpAlZYyY4QKfjhMIrhmpWXNe0+phWVdWOLKmqICDLosZKlYOS/UXOkbNVBl40prFipbTuQkvZQ+iEXu4SCsJuuH3i6Ua9XPBPSlB9AeS0wLprcqcdvkrXMUIyruxiDaTooAS06yibDlnFVQXKi3wxA64NWq2AanoFchLsIgMtbinQBv4zgCRoAia3rAGGNU0Ww5Ui7YtAF83QnB0HWZGrI8HY5YI3avpYiIOAZiigwhiPNccqSsmkgpwbJgnaDfPgz4UHAaGKaydmBAhLPFVW5ZFo6Dpy2CxtH152SV1OREb2S0NbFSuztg26ByziRFn5yzotrvvHS35AKmYHIhpSo6XbV2IK2xmAxWdY9kM2lOHG38rbaptE1ty/trl5QRgKbu/4he9k+0eGgzS0rAct8pA0lU1OX3tYl1F0lkb3SX5K5k2123xNDsftcO++rnX8rxY21hrbW2h9o9sa4dHvox0OA23TUCyoFusI175mgWfHL9NveE5gQi76g92GjiYrZkpZmzm2LB5dv3/NzRxaj2YN4n2T03rKOfevwogvIaSGob5u48bxi4r0GkNp/1nKyCR1Y1j0qBsmLqjMkzebmQ5ivP3z/z3e+v/P53me++hed3kK9wQSRE5gTuDFEMlkhBQKSQE1O5cjJXwpQwJsgeZLz8s06iIAX5Gn38T8/tBg7q93U3Hu37fl1WdjeVDkN7nLkZoiajvgfa+py+cVX8I2dWt2tUdlToVsRpVu5NHLKfudm4jG2NsWZztcS0e0Qv8CegUt3WDVu1NaBu51S5WXM+f+5y1i1I33Pet23U9ESxGIsxci+10doG+ec9Li9PBG85jI4hiD1xqah+jrQRNOcrqGJVP8g+HILENLmIe9D1euV4PAJF24oKKa0s88xSM+MkjqFo9brmdn1MvzYSl5juLiXuqgrYNVcaa0lpZY0rIG31e1mzlFesLZRqoXoqttctaklQVVGryP4sTAyptL5/9wGD4f501KROHVVTwVvbWQZUSbRLEhb0c4IUHMGOkvRR8DaTixSklnmlrpFljZiccFXa5ZzO3axrvYAnosEo87hI6whGWzmVRdVBNbnfiraBp9ZSCVRbWOaFw+EgDq8tQSxFsyqDGYauy1n1OtwQG1TM/tND527L8to9Y4UBQVaRUIfEJQoOFQpkcQU2CizlXFXDw2OGtgOKHky3AacllG19KL1gJsBNa4dJTIcT65IIgyRftUoRTtg1F56eXri7v+NwPGKs6a0gtUqbSq2otIIRK/YkLSHHacK6QI2Figc3kCs8P7+QVRfTOkctwlRv5hVZ9YRsbS5bRlyVnVPjhdrF4sdplHaeKkyyHBM15S32NsKaCyHI/CuZL95+BbwnrgnvPcuykGvlcDoS16gGPJ7jaQS0sKxgY8uRZE5vQJbE2v9+AJCysIlS6p0NojlbesvWHt7tMTPbFmp6cUJyEDSZl/LLFrOVoiCP3W7CthY6K9JixuzWIUT7toNHWuAoJWEVSDDV9PcwRtbyXrgspe1knXlYWov1/t6uYIxX4EZ1gLFUBPzGSARpXcVVh6uyrxtERLqWCs7inMF58FX0kwTUbSYuaNdQAzfaWlR7fGqApHtErtyYFtWm1tH2Ks1vJF8VpzVTA/PVMgyOisVHAZdXdWfEoCQUg8NjnGUYpWvFBadi37JPJdVoErIClCKs00H1p0Y3CMuK0tutw+AJYZDrYBuQZMCKy3jJUVpdfXuvFvNoBqDsKtF/cl1VwSLAUNF1pCDgUdX9QEZR/1+hmIq3BnLtcQ8IoURYvVLkWJaVFFdMVufdv6Ljp4NH1qmgr+r1aOtab2MDFQWz2gsoAFNRlLK5mDXxs1qMiC6m1EWzvQsYJ+J402HS9rNKjDMlrwyDIxdxFglDwPpALsqIcp4QJnUVUdtO7zgcRJDKW4NzhpwLcV65Xs/M1ysxCl3Nu6CgRAuYFRBBNkepeghwFZOIMdda8E4cHw7HidPpyDSOVBdY1qVbhUo/a7t5lULuPM5ZcTlhC8ytgjHN+vNlyboISuWmBTlFAQGjAmmi8bNKn3fwcJxwVqlzyi7xRtzoUkxS6QHGcRLtg8PE8XTk5emFdV3JKvZ9vrzIZ1fNHGeld7a7x4TQXeWMMazryvU6q9tb4XCcVDjzQimFu4c7qPDP//wH/MO98CGsaOJXY8ipcp2vIjY4jwzjSBhHXPDEFAmjl++XVXQuTGUIjjePD6RlptM+dcFLKZGytojVZjXpOhHDO48fxG3EqPtGA8yEIi8C4tarGKYV8CgScdV1S8cWiDhjRF/C0JOZfr9Yg60bfb5rhLR/BqivKuZ1AzRKKTd5Y7UbJbcvXJTOLKpV7YJVsPGmgln2LIj2Vq1WR09SN8CDnmj2w2zn9nMetX5eHNe8fsz2gXSsFUjsDhltd9saEvtwfJKI3ianplYwI9YsVNPEGXdVGnkQ1EytG6PuTx77z/X6+5ZJ37zMv0XCrJlie90GcOwTGmPYtGhef46sVaf6mdPZt6kp+NKcjtSdqOYZ8gVTztT1TL5cuH544undhe9+X/j97+H77+D6JG1eL0ZixZcZcgS/QnXAEfgIYYU7s2KHhUOqiE6IVuxrO39hPNEDpAbwfe7z6b1q9AkdBGr6TcjrNYBI7h5uB0N/3xhGO9xJgjnzWRfBn3o0Kn0HI9to1w0wbhVWuAV0BGfYfhbnzyLavMqGKrXQHPUahw4+d71fn9feaWs/rrf3U2MYy2ewGHLfI+W6CUDvjOjSFVvZkZL0Rf4VgOm/8TEGR4kL6/XCEhym5m7GYA3iPqXraK6ZEDx3p1Pfq8I4MNZCyYl1jQxjVkavJO7jOFDUsUeMNOB4PEqsoFV157yOY2OM6nyvUnkupYKRWKLFbsa0ZEscVo1rc1IAlpgrPi0aREvSY1W7TBIllSvQQDnFyN3DHc/vPvDD9z9wPV84Hg54H5gOR875zPWyCFtD9+5luXK9zBxPj4zjIEl7EcFuPziG0ZOzp54ry/Xai4aTs+A8NaaOzZQq+3DwnlwqKQtTRm4TTQiy7pkAbZwUNatZ9tJs5fcyFwvFJy16OkpJu/ldoFrc5OU+7pt01XpC6UyJP3qUKutMm9h7fbqW8FiDH4SRkJtznBX3O2PFMtpaMRQpyXa9zNYcU3LdtBZVTDqusTMrYkzqdiQMwMaeLkUAMynwJpZ55nw+U4GHR2lDWtaVl5czL+cz42Hi++9/4Hg4kVLiMi/MyyruaA8nHh4eyCXz9PzM5XLhME3cHQb+t//0v1JqkXk9jizLzOV8JUwSF+YsTUAt6c4qZms14W8ejcZACANOJR7iGsnLCnEF5/v2umfJBx/49W9+zTSO/PM//Y5lFbB2CIE3b96IQHDODC7w+HhPXCOXy4XlKoyJMARhWnmvIYcA9gIC//sBQAOOcur6Q6nkrnvEDqQQILdgS9N1bSDIRlQoOYEdthiuRbVVgKOWm+YsoKZonjma/mUjSVgFMto1a2ClgAxeWLV6Wxttx5X9dMfyNw5LpjSAqbY1Z/f5K72QXZKAtNLaJdp0pQr4TFbs2FWcrsWty8I6t1MikPM/3Z3IWbTn2jqOUae/aslZzq/sgo+cBbRrYVkrthcgpUVdPKWNPDjbnZ2tMRynAVOzCElPI8ZbbPRAIacon9+K1l4TrBeyicf55jQuI5eVrFGq6OCFIPl7W4vGSbXeKJ3BBZvmnxBYhEzQ4tllWbheZx7uTwxu0CVYxt060e0zNGMjq61uFpc1rNMFotaCcaazrooz1D4/WlS7RUWNPee9GFEEL62zYRDhbGcM1+sFyvJve1/9hY+f3rYWgqCTqlNkadUoRfgUsbfWdavxTvJT4KhVNGLK1GJIORJTJueG9gaGSWhpd/d3LMtMjDPPL763ptlqKKkqcuio1W8X3FoGN5KtMFlyKQqSGKIRBHmZZy4vZ56fn7leryqIZml0VWcaGgk1ZdYSSSrklosEFuIMV5Ve6dThZMAYJzdfFVHHrHboORcRErTS7+gHQT5bvCyVGN25dNysVlWv6yotHNbKDVwKpvS6LCWLw0RcVuIaKVXcyFIu+GD7jZSrjPG6rqzLSooZ74OCWRJIppR4eXmmVkMq4nxyna9MhyODszxfX5jGUVF4OgDSjpwza0xc54V1XXnz+EhOci7LsnaWlFPaaVwjOa4iTjYMHPxELZXzdRZGWLKEaaAaEVl8OT9zuj9xPB1ElyElnLcc7u8ZTo4fvp03IEbjspwyaRXrYkBvYEQ+2dvO0vJhUKcCTaSyqOWHwVEMQmlUYM96h8kZ40QIrTn7lZyFoeTk/uhi2o3Y4ASUtNWoFbcRYNGUHrz1xFQXPdMS7apbYAdKRGC+E/Kbq0ADajWINb1yX3f/pFe4JXsSFG7IexeE3v7X7+N2zW3bSM3Pn6D1o2Ec7WiLfakaeLwOJLaK1k0e2xLs/stXIJv+v7GGtqACrBcw4EZI/dU5/SQtlt1DWtDR2Se79/vLHC0iqtv70cAiHZcmvK1n2L+vRSZ6bUlPA6IawALc2BQ7BXMK5FVbLi9QXijxhXR9Ynl+z3q+8vHdyvffVX74Ad49wxoll/quwiXCMUPxMBgBjLhAHuDo4M54wjDhh3EL3AqwXpQKYuTJVdpu13HFrwO2uJtTlcxv157YwaObC9aHsYNKBmlF/OwhVdKeXBpEtNs0bZRXCeZPwAe7rX2zMb15O4vT1sKaC0bBgh9jBDUthA2Cap/P9CWr7taSz74GG2jVwSMFPtvXjTm0Uf2pBlcDpibRbWsVZosWTsqPDscvwdXoOHk+vP/AOl+4Xu65f3zgeDriw0CpgfU6gwUXGqvYs6ZEcI7LfKGgsU6O+EnvE4ruZ5UQHLkMXM9XYk54L637bhgZxwCICGnKBW891itVBYcbPMFAjiulRKSFtjCEgVIy3gvTO2ly57QwY0lYgujEWAFhwEgLhGsNAwqW6vronOXLL95yfzrxT//bP/L7333L8TDxzTdfc/dwT8qZd99dWWIGI23v19nw/PyC94Hj6Uh5uYprVZQ29yaRcDgexDFuXnSfrqRamay0FXlj8EUABlMT3ltCsKyxtXUIwFJv1iX5TAJIJkgVwtZWUivYIfDV11/zh99/K3IEKNsXI+C5sWJn3fXL0LVmNy//lO7YzRxWlLy3acoe3pNdb6XSXTb9ksM0MYwBjOEwHXh5eqHUiveeuFao4vRbrAJMTXtRtaCgsY40aTKVGFeRh9DxKEWYR9erJGcmSMw2TCPjNOGtJ1YBocYh8PzyTNuHjRXg7RACTx/l9+JSnMklEpzlME1cLxcuCkwJi6jwzTdfYZxj9AM5R4xzuCHw4eWZu4d7oilcyRQrcZFzlqzaLktKAkYuCyyROjSXXAFinz4+Y63li6/e8PjwwDgE/vCH7/j48YkUE6e7I4+PD3z73bfq9mY4HA6EEORcLxfu7x84HCculytjCF3aYhpGnP8FxU0/91F3QtjampiUhVSKgpbajaEP74dpeUiLxYCYlcOtqUC5icVa3Gp6biTaRVJAPCojUu5xbWcsYstOf+reLKoxS1o8CVvwVnVfVWdeW6UeUtoast8tRYtOGFhRhO8b3K9dIAVYkwUGAWCCEcHqnEg1Y0rGFEvCYIthnDzRSLtnNYXY2KS26ScZnBtUy1MAIVt91weTLUZcaEHcKXNqLdCSh0p3suZWIcB85fHNPWWGeC0sVtqwDneT6K8FL4CJsyza1jkMHj+GHoMIp0pf00lhIic6My2lhC+OthcaIy1+LceVObJr1zUCisU1cTlfOAQnnC4fsNaKvtM4USpixmTUjTbL1Sko89QgsZIW9mzw2BBEQqfpHbV5p8/tOlvOYovFK9li0E6fcRzw4yB7Cx6I/wY31H+d4yeDR1VZLg1Fa21VlopTBtKwa1erVax65zUxL4mYsoJGlRyWvlhUU3FBRKnF5r7gXaWuM+enj1xeXii5MkwHEoaMxwxHkg8EHEMVxLIuCRMTqDXmMl9FPd8YxuDJKr41Xy/Ml5mYIs55pqNM5E7bU/Cr1MK6JmJcpXKWElShPVOrinE7wjB0AbL5eiWlzGqEuWKt2McaaxicF7RSqzkpysZfcsZStKJUhRqNkQUkBdZ1FUFALEbzFGdUhI9KWqL27osYYNNZWeNMqUEdok0XNfTeUwOilaTK8Cklnp/O5PdPrHFlHNWy1AjYcn93pNZNcV5E/6StbI2Ry/UqLnuqRD+oEJh1hu+/+54vv/mKu7sT8zzzw/c/ME0HpsPE8/mFMXisEQcULAzDiBvF+nU6TByOR5yzfPz4xPJhpT5XhtFttrw5c37+yLtvZ2HFmVZRdyKWCThjO4CQovT0hyHg1G3EWA13ewJcmY4HDkfpS7/MV9a4UiuEccB5eVxbXKyz+CGQV7NtINb0yl4HXKxoqgwMSiNP/TUaoPAaWCjkDhpYPcetsaRtpI1t1Pqqs7Qs5LS1rnVQLd3gKy15M7TNr9FX9V1fnU8DaVsl5pcgStuOUgumCHOrtSgaNr2sxsNwO1Fpa5QJ87nPUW9T4T/1WY3eY9hKVRF9KlSjFHvlCddiPo+5GaG71pokT+jaQf8GDC8RVEKz9HbC+r1l02v65EPJ188l4p+8Tnu86h7pfO8IeQMH9o+3VsCjukKJQh3iCrxQ4wfS+Qcu7z9wfV743T9UfvdP8O07+LjKNuuyfP0ww/8D+KbCr5/g4wcYf4C3v4GHL6EQMe4DNvxnSi1885tCSMDh1+DG7fzWEdbMUN3WIvLHjg5y7H6++cbsPvuPJAwNJLp5r5aA716r7r5vTzUarFDJOqbewDSN0stfCiBOm+3x8lot8bSfBV9qf8yPgzBVWXvt/ancQjmfnTKtRV2es7WYGnK1elqWUD1OnbGyWpQ3Grp+kN56oKYyZIwyXmtPnn/u4/H+hKFwucw8f/jIOs/EN2/48lffiHixQzX2vFr7WqTrojKMB2n9L4noHPMyc355xjvREfLeacubzDFh+KwwjVJRLkKzz6WImKezGBNwTti0xkGKC9VKW1OppVetp2EilaXz5dr8qkmKKN4ZvDekVqjIahKRK9V7aUmoMoMH7zncP5DWlSFMfPPrX/Py4YnlMvPDtx948mect5xOdxh7ZVkTBcMwJJy7sC4rp7tH7u9tF3VeF6mmT4epF/Dm4FlyZJU4n7VEhuiFee49aV1JKeNVeDvl3E0jSn0FsDJi7IAxhZrO8qutn1zujWaXXYtoZFRJFCuSLBgrbCSy3set7wOkPyZ+rtJs6LpGOu+3+74iWVRRd88s/3zBWtXycFBT1sJiISX5XCWX7qrUAC3vPefLhZwzfppUBLa5BbWCrL51qaRciSlyvVxJMWrs7MgpKlNHmO/WDrz7/iMWz5u3b3jz9ZfUWpiXlRAC8w8fOd3fcRhHzDxzucx9DRH2nMSy3kmi+fjmkcv5Qo5RTG+CJ2vh7TQduF7O5JS68PkwDIzDyMVdhG3kA8Pkxd0qF55fnvn+u++JT8/UmETvzouVuXeO5+9/4Fd/+zf87d//li+//JJ5vvLddz8QBonHrff4MBBT5uX5jKXy8vIixUzb8p/K2y/fYK3j/HLumi+1tZU698mV/+/yGAf44sTbb77gzRdvePPmkccv7jmdjhyPR+4f7juj4yZGbt+jMbG9Xe1ju093+3Brc27khmot1nsohVxir5XJe7RXh2k60No5a81qmCOu3ilG0WHdrcPtkGJIK8yKq7KxleoSxRhhtBQBStryszHVtwKtEBzUKl7bgKmy7uS4Upwh1aLEB8khKYlULXFdON0dIDsW3Qtsddu6UDQ/dE6AfyNSCyllYizKmJIBGcKADcJohEqOC+sSMbXK+uMs9/cPQMHlAFm6gGpOfHj3QXT6vJBNSqksccUZyzCMWOuJSnqQLiV5jHOOw+QpyhJrv9sDNcaB8wPeOdnDsiEB1vobdprzjmEIvH//gbs7YToepwPVVC7nGRMCgx+VKaos+Fp7YaC1jzvnuznUUj2jDRjbnPdkfor+c8AVSC5Tl5WYhHzgdL8ax4FhmgjjiB0mih9FtPOv5PjJ4JFBAowQxNnAad9iA4BKRWiGtYozmhVa3BITa2zMnaoJXtQkqgXFwsIoZRULUZux1nC5nFnXVWmDDpzSh41QF2Op1ARG7WatgePgGKynroXzyxOXy7OwM1ogXaWlZKBiUsIsWVxr6gBO2EzGWkzOlLSS15WaE6ZRjCt4bzBGkMYhBIZpJATPsqxcLy84U/G1UqwlVpkoUiXTVr2YOkpec5FADKDI30S3yCglV3pxJQeR4MU5z+Q9K5DXCBVhZgmlRtD3mAQtdXKzWm1DCSHgjVB9jT54jYm1ykJoneF6uXZdK2MMzy9nnBOXElAg0VhCUGHMme48YJ3rgoTGQAmi2i9aU5VlXkkxknLmcr5y+tWXVGN4WWaYr0zTkePhhAvt8UvfNKYQqGSWy6zkB7WkdJYwBpobQBNCs8bAIAt0XvMG4jgnQcgwCPvIyGafUxb3tgr39wHvAzk362FZrEUkXbQiGvXdB6FdlrA5lbTNziiLo7eKGCN24EYA005z/wlFcmNQN6YGauR+PXplX3uma84YZamh+lumaSGBtLHtE9yek5mbN3wNaskYtnZV+4tI0D4B3vpwbp/VGnvjotFbB+GGkvoT3qyDakZBna0NEXorUzsDkzemRUHZSg7Mqb9eZ/a0H//UqN4ANfph/1Ig3uvXbWBJY9/szv323BRA6q/DJgBeNvBOWraMgkYJWMFcoDzj3Mp0f+LN5Y7zu++5O8DBCrPIyiM/kVW6AO8qPKzgCywLrKtKhJTa95xsDyxuxNgR6444N+GNUzCxfT57+9kKW/K4e88GxGx/2D23j4f99PX62Nrd6+wGrCWRLVlVEM7kjAnCKqlahQfxdSzUvh5IQVH2WauV7v7uhc5Q+ORozLs9eGRMX2N665uuXbmzJ/Zj0D62VIWlHVBBnUGqvKIB0eBqcSCtqpGUqqMUcCVr0n4zMnouO8Czn9OnH+fnPKYhcPfrb3j3/gPvPzzx8vxMBU73J2wQ8exqmoONAIapRGoWMW1JeBzjOLDGhVJrd9HxVWKQEAYBT+aZdRXm77wkgpckelC2XccuqiQYwo5tbmJFHUDRALjie025UfmbXIGufW4QFrTqYoAh5oipGV8VkCpIkenpSa+y4+HugbvpxPPHZ77/9gc+/vAOFwJfHT12teSUWJeFlMWm3Tqz04ZyeFexLCwxkpMAZs5ZxmHkOi9AYcSQqJznq1S8B9GvbCy7kqVwJ4mRBe8g7QEk3Uc18XPDJG0fOdKBXS+tMUVZySJrIHpHtZpuqEGLCZwC6g09vTkauGzkQlHADz0RlIeIPhB6TliLHQLT6chwOJIzLCn3pDWVhE2iEbmuUZg27VywVCwlC+PB7ZNevYli0wPVVpBgRaA2pk23sQkOw85TylnWnPj9d9/yMl/45puv+fVvfgVYnsqztIVl0aoch0BFYtA4LxynA9MoYH7OIix8Oh2lAKTgTgiBpWrBdAi8nFXLKxdKkjanYA0lJ9Iq2poGiVHXdeF6mckpb/eCAnM5JdK8cHrzhscvv+C7737gf/6f/xestfzdb/+WYCxzjBxPA8t64T/9x98TV9FF+j/8H/8nYkz8/rvvSDHym7/5DbVWaePTeDnGSM6Fw/HMvT39q9eU/6YO1cFNMfYifUqZ63zFB48P2uIX6AVY46w4Kjq3q0NpjKVAfDa7GLBuf5N1rH3fYjZDRduBWzij95gB1adTE4jaCo2ptyKBgLTCkqLH2L0s0uPoCiZRqrSGVjV7yCWTgGAt3lqy961miFeWEFrgdlmZUqZArthUiEbZxbYplspesl5lDb2+LLihuYFJbFKLdFMUk/FuILgRS2CNK+t15bomUlI9YujaXbWKQLcQKKQVU2QHii6JXs65eGwN9M57IwXTfTl2GIK0j6bMFAK2WGytGj5Z7CAkjHEQgsfhMPH4+MDj20dKiazLlVKN6hIXYpT126pObS6ZshZtZfMcT0em44Hv/uWfBbRTppvx4sReEAKED0MnwFDBlQq2atfTwsZIKyo+vsV/Mk+85tiVGBOLmjgsceXlfObj80eeX54xxjBoHhrGgcUPEgL/lRw/GTwSxEx0eDqAZGCtaxcMliBTCWcVFYbKrKoL0+VWbKFR/7bER8QVYzXYVglLCUqmW9pb6AT6ZmFeTQ8m47pSy0jNmRRX1nUmLisV6VfvAXWL/0vBrFtsXnzAOWkvkxsdFYMOt4NRlSrsRX+nIaHeOcI4YHdq+uSKyyJiaNRmsJYmpNw0BwSIKEk2u5KSBIfOU+wBezK4YcAbQ7AwBcthkqqYJEdRKi7jwOCDbu4ZhyfYgEMoissSme4C1bG5fmU6Gt8AnvPlheAdIThiinz4+CLaUYP0hSe1lJwOB0bVLVhXqRg1UW+hQAfevH3D4TCRc9bXGLhervzw4UkAoCptfWuKlFwxNuLsgomRRtls7n1inSotcVQBjowxBDfxxeMDz+erXh/50hZ8dH7UXPqCPw5iPVtNm7uCwDfkP+csYJKRtoFAkAqDuoU0ILTZEhtTwTrWioCNbODRTbuGblq0xEBbnHJ+Xfmkz5N2yL6mmxC1V+sa1RO0PVRZcrUUTNm0Q9gBoAKi1t1rt3NtuhifrgEbcLS1qv6lMIs/52i6La+ZQVsrzqcn2YpSf1x/+NM/dqBqBxztAYW2kcg8MpR62l6rf3W3uIPZxSv7z6Hn177Z2gv/gkdLIlRfoLdI6GlsJ6YJUAOSGoi0ByNeA0iwR0B17c9QHbg7SGcgQ5ggB+qayPNH5pf3nD9+5MMfKu8/wssKC5vR/c3ps2E8j/dwAMYZhgv4KzBX0lxlTbd+S+i69WFla03bz53X82h/L+1A2P3f92NR7TZG22BsY9K+tkBY0PEdyFb1nq59DWjsGrkMQtu3dfsbbY6qBtzNOJnGmridUy0M6j+357X31zWnfd/rPw242YmF6jtQXRF9hgqmyP1S2tTYTxe2paqBU0WBsZuh3I19KVuA216kX7FfAJD03Yd3nI4HKgnvEnO58PLxwvXLt/hhIOZIqQY/BMYYGaaJ3FIAZXW5mhlIDMFTyqDt4WJAEbzHatu86HcMvJwvxBgpSQChsYJTTUfRfd6tUejeVzZDk1rBGie6YVnjrfaB9NpUKuQtAZe9WhjcVTWajBPnHK8uNIML4qK2xN7eZY1hmSNTunA1g9oaa+y4rn0uxRjFLlvXE7GdNqwpiS7PGlnjSm5wl3PazgFLTJKMeGnVSyUzL7NU342yLvNr5mXTM/MYPyjoc/uIlDI/vPvI6eGBp+cXYftqomEKGCvsH1HwL2AGCIMCSp9bvdhuAvgMcF+Foe4U6MoJmqBtbXuEXC1rHCGM3N8/EHNmfrmQk+i7NF2WdV5IsbVDGkmS2UDe3O6tpuFnDVA4n5/wThjrUQVtBXyUZGzwA9PhwOX9B354uVBy5etffcM0TaDJ57Iu5FKYjhPe2x4/Xq4XQvAKFHrmeVGWnMXW5vZsxTlKXXCtrqulNmFsid2LxnA1SNxdapVEbl464CcPLCLabSzHuzu++PIL1hh5+fiR+eMTbhTR8+fLmePxSKmR6zxzOb9Qzy+Y0wk0/0iq3TPPszCOauWLx0denl+w1nB3d2IcB9E4+fdDxz6xquyG6O3sixQIMFsLqWZtuIVsCg67rfH6OGsNUV2V0XjJuk0uY2sta7eXlc6H3R75Oq5te2T/VwXgFTaS7L1WmSet6FJqA5L3canpQEyJuYPL1khnStXzcMX1NqlWwK3I0uLcZjYFlUFbbmUP1J3DqXxCA5lLxWRxKC/Gkmli+SMlLXTDlraOaDxrNC+sWgC/XhaOxwPX84ypleDV2MqBDdI+VkumGkPKQhIJVvLjw2lS0AsF4cTJcE0JkXZJ+CCuijFJq9s4DIRpIBTRVhLjImFDBhdIcent2yDkBj8EplFYlOuy6F4nOdo4BGpKvHnzqGNamZcZV5y4azvRJPJemEdVi1vG6uCnCmGUnM8H8A7nDtiaZY4Z1VuyHprEbHfJNBrWGdWPtlzOL3z4+MTzx4/El2dYn/9t762/8PHTNY98IDgBjga1qDRo/3FK5No0jRQQKIIEppRJehHazW1M00ZqIme7IBVoIaxpnQ+mkpUavY+zm2iksUYrGaKts65X5mWRAEp1hxrjqB0FBPFOAkCUYnC5dLc4+V3taLfVZLlqwOqc7b2LQTcn60R4uq5LF1KuaD2pBVgYMFVzM4NVtX4t0UklubNCjMQKCCJbayHHTLSIRahyHUUU0/VJ6ZyQJIMf8NYj7iKFuCbMVQCtoowag1jrZgUUcknUuLCuhQVRhs8pkZ2lWEu1hWwqpIKNibvHB4Zx5PlJbsSSVrwvSsdz+GBZ16voPlnHOIp21sODJNXNuaIi4oLDIP3yaY0iBKkuZVQRZI9R5sowBKwJgvYrfbQBdgYR6/QqxuaDl5tf87/uGGgtMSdxeKsScFp1aKlV2gCqlfnprO3ODcKyqr0aazVoFtcTqy40ChhRqWZjBpX9brfJQtywYvot8DrvrshCX28ftjGPZEPKOYvuhCjeyeahiYhpCe8+uW33FK1tbUuUexe3BlptY23AyS+hbe1fcw5VE90+FjevBy3xbtloA5j7qOyAo5t1pTThTQ1ECNtws43jlmzvASTT3+8WtJB59CcZSf8lh7bYbcDFaxhhd3zyp/YLs/u9AjGm7gCQ3Z/2XyvACGUW0CoXalxI8xPz8/ecP77j/PEj73+ofLzCuQjr6HNHApIBF2DwcJpgcNLeZrLBERiGI9aNOBdgp9GHJkfUDHZjj91+ThQIKmw8dx2vmz1MP//NeOxEyPcDcLP1bSBM/3n/e6rOmdrnY9tTOp5XZA9ue0zdXbD9z50JtD8pDX63ffn2T9sn2y5em+9VNcVKVT2CPfHM0JlRFrvde22u1/YaIGLYes779bIlEzoGBdQp7HNj/3pgf57j49MT67Iwjg4XHGHwLNcLy+U996evSMsVUqEWTzUJVJ8lq/NgzhlbEtaKRuFkjLbHS4HCWoPXVorGbh6HkVpWcspcrzMpFabpyBCkCCYOQS0xE/q/wgPbLDG6pxktpPX5nOktillagfdrobeGpICGKUXbrG2PnaAlY5IMHO/ueFgi6/PvwYxQjYovL6SYpNlDq9el6Pvr/C+lsq4r8yyx3poiYAjOSlFA7+tcpTgVLFicCjxnwWiM6hF9gjSq4Liz1Gy0INP0nQRsLlQu15mHx3vVMWG31inLUQQzZE0pRTFpI8D1J8ft3i7AllTV+x+MUfAoCXiXRRdGirMt7rAaa4to7LwmrtcZa6TdwlpHzkkY4ClissOkjFNAubuTtVYrJP6pRdz9qIXT3Z3GYyvLfGWZZ2Jc9boU5nnBOI8hc51nPnx44uHhQV7LO+pCZ5mkmFjWFe8D1/MFczpymCaMh2VemB5HBu9VDUSLrxrzNqChsaBAQKM9HO5UBLxkiRPXGHWY7Nb+lzJYy3icON2deP/uPecPH4W6OgQqles88+btF1wva88t0KJrTKm/rlUm4eVywVvH8Xjg+emJUgTECMGzLtc/tXT893EoeJSixOFNxLon3bSVR1qHXKuWGBFVlvhLroNt64I1W7Bmtpi13ZtbEU73+7b62dZtcfvORgtL+zjTWkcpUmTqeIvZ2DlSN5N1U7Y4Q2N3gnYxKOHCGnDWgJoiFZModouqGrOz6GcyBkwqmDkKMJ0ThkKMC7VkfHAMh4CpFVcNJhfwu/yzja8FbGAtEJPo8gorPgnYpqzCxqCRkbMsS4RcMFPA2wHnHV7ZPzmt2jaOGDms4qJZqF3Xz9itoL7GiPWb02P/fKY5uzumwyD7hf6cY8IOoV+hxoj1KBtN1z3nsui55UIxiewcwRgBgFXGAmtEc3ccVaZAGM/GtutOd0svJYtxlbMY6wGHDyOUpI6asm8WDB6DLbtuFyPFFe9Euzko47I0F8ucRbbhr+j4yeBR8MI2Ct4TgtMWpkp2jpKy9gSWziSJKROjaB1ljLo4OIyRhL4JTNFozy0hV9s/jWvEJtYacftqFRkNSq1aKloDKSdScpzPLyzzhav2cju3odA9LwPddISaXLTnNeUiFn22iVc2/Rw5d+fa5lQIQ+BwPDCEoYNXtkiLVipCB8xZguVbgbUt2W2LijVOkOS20FmrPZoeP474MAiAliJJrellWZL/Hw4HZT85mrWlDx7nxOYx9373zPWcqClhqHiLgmJAFUeunKPIdqXIukZyhWEY5DrFBEHEyyuWeZYN1Gkfq6xLWYpvroLNzMtF9KKM0OutNfjg+OKLR2o1vFwuWCO08iGM2k/LTnAMmWdJwCELhOA5HsSyN6oA+OXlQqpK/3eiw2UGYYeVUnpwJ/q9lmohN0cHbbNsfJCmmZRyEn2A3cZT1HmvBWdmtyFR1fpaA609XbZSe4vaTWqziwl3P8pcLbdggUGq99VsSVSrdLSNaX8vUaVtzShF4JZptIEk8v/dfw3DMPRe8raQbu1ejaL5yxB+3Ko+LYbXMeoJ6u1RqZuNuN2hIT8CHN303ZstIIDddTRQi9/GxNQdWLe9RctVailKB9bXafgFn5kP/9bHa8CttVgoEKGLwnZCn32ursc7oeObo5odwKLP++wHMlAlWaZmWK/k6xPLywcuT++4PH/g8nTmZYVzhZnPs47aGVQLwyCxwPEoQJJodjvCMHF3/4jzI9UN4ALdvraJ1tcqSWWVFtVPtIfaOfcNZQNc5HeKCu9v5trG8nOT8RVC01/H7H4n77MVMPbj2kNU1WVorBL5XBX6uvNJW2r7mzG3c6LfPPK+9ebzy+v2Kuxu3OTUnT5KzxdD139AnmObiHgbvv4u+51Nr0kF1Pq9szhBNM4FAdhApV/aUVHdwkGKJ9MkhZt0JZiVwIopCZMcNurQZUNxg2jmpEStiRSkYOVdC2RLd4opJbMsq+zTCEO3VsNcF3FgTeIO1Fo+qEarwEYKJTtXQaPtTDL/9+uY6Yk6NGCkKnPT9PnjLORqtYgo16YFzymLRbV1ov8xDJa7O5l2312+BdjcfpD4x+o0caoXl3OlpEIq0laRcuYyX/vnGYIE5VkLfE3vLqak1sqGmCKbZEL/33YYi3EBGwaMM6RUqUksrwFlKqqTl9rQ9w21veyNqLX+rQCxbI+1gRsdpO2E5PWdRWnibCYDdbtv1F5Q9vzc732pVso9lHNhXVbWNTIOrl+nUuiW6DFq0qKyBKVUZeZo407bQ6skqGMIPDzeEQbH9XoVO21lwuGCth9lEYU9HKS17PmFYRxFc8VJEhWTtNKlVXRjbBhIOQkTYxgwVNKa8M4xDkPf47Oyhpx15CRufuKY7HQOZU3ot9jFKKCTooi/9+vo7Ab816ZpCpePTyxPz6AmKDnJHPKqnxrXKONzPMrvlOVkrJjoeI07UeB0HEeRrMjS8if36r8fmmTJnPBbF8dGJjC7R27sHxCXTbnlDFYEQak7si58Gke1Iq7d7X2NpWtbfMdmDWGwPQbe7zGmg7q7+HD/qUyLG2oPD6DVc+sGBtXOkdoiDQWwpBtMWJypsZCrwGg2JuxVNMZyFAbhPF8pRZzInDnoHi0nbpC8ytaCraJNF1PCDYGUBdR2iCyNdRlf6RpoQrBYwSh4gzDEUsxkX4SkoMLW2KL3pxSTYlyJCgqNbpArkDUPsiI3UivEJSnTsShT2pCLaEkNIUje6FxveTVJRt5q66I1BuNFFyqlKOQU57ClkmMipSg5m7cEH/r6iDEEH/DDQK3SkmtMkQKXa9df9kxNo+S1bevEctSqj7GmmyY4K3uNcRLvmGK7wZb34rjWvnequfbXdvx05pH2EXqnYtlWZregk2CK1hV1AuSUe2WhGmFzyJ5m8W7svdJCiW2iwOpgFjzLvPSfw+CxxYg0BtpmREYWZg1mauHlfKbWRFyuLMsslO1RNqGShVrbNomcq+gY6iKSNZkryVC8wUkGileVf+vFqcRiYDBMh4n7+3uxfs2ZeVlIRfOD4MXSlSzJe0vAFNjpAXBPxFv0XDX3MOrM4BiPR4ZBnE2WLO1ta0lYtzIEYdXc391hjdgYrjEKQ0uBpJQS6xKFXeMMaY0iaojEJR6Lc/J+UriScwzGYp3YjBrjeqDqfGCcJqoxXK9XPrx/wnlIKTKEoY93rZXLywu1GozqMSUjDB/vPN46TncHnA14FfAspTAvV8IgyGyKibwupPmqQp1wOE4cjyPWWP17wVRLSVUDiYTzWRhXB4fzAWKm2LVrfxjvyAZijixZHNvCoNaeRRbc4B3zIsr+VSsbcokkaLdWXJkki6mbERUKBgJ1M4mlJzhNdLNuKRmgugHcBJLVbt8DXdPYtNYU2uajVcLedrB3WtoSz77xsev3bkkwMu+as8NWTb5tCWuPabpH9nPgws949DFt/Wg90N6+b0UpAeG0vc+am+C/AX5m19cmYnkbVbq2F+vHBia9HhVjbh6ynUg/of9K47h/rz040cOlHehR9kAS9JM3iMhosxat2vJ18xE+NwpV5tMnVX6DkNGNVNOXC+vlmevLE+fnZ16en7lcM8sJLk8/3vEBMABHI8CRt+CD7MtSxLcEP3I63olDhhMgXPYE2U+qdVAdhgz2CmWUfx0sqtuNeHNf7fqw9p/PIL9vwd8nAM3rofjMtXn1OKncKUuAupviRl1Kav9brQpc7YA8YVmJnoOpkigaZRL397Z6zjQQtgFS7SEV6zTILduU2YAsI1ViGpexAUhyZtbsWg4aCNtAItp9LIGcrMtZczwNxjW43hwU29r2y4KQvvzqK3JchNGLuFydjieGYeDjh2e93RQYSZV1jcQEE2dwFpsLxhcIhjUWGrhf216DFIfWGBkGcUlzVljRMhUNaZWA+no1hNHivGhMOtPAosbqUYMB48k1YqrtMJ7t1Vcj+4qO+x4bds5RKDjTEqSyxTiqkddey2priQ+eYZQ2p/P5yrpErHM8PD5QcmG9LsQ14owwlWIS97cUJdkI48CwjlQVrTbG8nK+SEXZS+tB1jW+mko2Msafu/XkMOBG7DiJe1AtKkOxE6NolHgtFlllLOR2Yepu79WX7OL7uekXGRiOKnqd9F5r966FcJA1tiJ6JllbabPecFJZRekWCgRte1sr8OScVUi9MIb2e411c6U5g3bGxK7AaazF68+iO6UJvhcb87bKiFOyZxxHorXkZeX4cBS2uV5L4xyXqzgCilV1IKbIfJlx3nH/cMcQBlLJnO4OjJNnXVZtNxLd0IoAsSklcQoG5stMjpngA86K/kiMkahAZc3NJSqxrpEUm4mAXgNjhWVaAGuIa+L9+/esH55gXbHTyHQ6dMMcqrDl1/mKKZVwd9BWIjmGMUihvbXSW8u6LDzc33G9zsQlslyufPn125++iPy3fHgPdydO9/cilv3mcXM82+2VjYtaKt0cxjnfwaTGPCvNdfhVbPu5o7bYphUDd0fROMjhe5y46dLpzNe4yfQ4uBESAGy3vG9xoqaUGweiGUBUAdqlflW2e1QL+ilFIUIMgxSC9fdVBfPTvPL+3Q/EZZaumXwgqBFDGFzf+m3dOmmqzaQ1QXWM3mPthLMDVENiwpuKC4FxkDbbcUyArBWmZJHnqJBThVHyetkSHMYpo6YWchUdX+uMUMJzEVJCLoxDYBwnrueZGEvf10qR/WqNidPxQFJw2Im1G7VW5suVYfRYL6LcpWSsc2qItEIVANrrGlpVaDzGyOFwYBhGYVU17aNalTwhDN4+Zk6MU3xzDEZ096yzhOm0xXdovKUF/EsVE4bqK0kLX63N1nv5Z4zRVuogbda/tODlTxw/nXmkwJFM+NqZFdYagpXWpwRyZ9RMrdLuJBdVxKwFPTS4cWRwXiaUgk3SuygOEMPgWZYr3hucHzkyYoyhGBHlvi6r6BtFOQ+0B/pymTsdN2vlxDlDGDwlWqUqK0WsI8664Vqz6fX0DVT1gBTF9NoCFULg4eGeu/t76dlfpH87JdECsmrLGTEKnm2LU7NQL0WCktaaWmrtlaP22AIMPjC4gWQS1kq1I5dCzhUGyzAFTo/3mALnlwvLIkyaUiPGOHIuIlvgnI6HoPveGwEEFSioNVFSphq5CYMPBA0Ycy6crzPVCZg1HQ7aliiWqtdzZE4Lh2nkcBg5HEUL6Q+/+xdSykzTRHVe2t9iwh6PDOPEZZ5FtT6Iy0yjPse44o06lSAtetPxKKLrOXO9XDUOExaQU0Q6phVR/ZcqVGMGWaU4VysCi36QwCPnTHVWYzunAqUAhmW5Qq14awSwbPOlChotwu4eZwR8sw6xw8xRbGOrLFrFVBIZ21o1G0C3XyXsLUupZ0CvZRiMbpzIclWA1r5Sd/9RW/teSzzln85qWguU7Qm/bqAtEO56Ru4m+Ac67dQaq1a+Pz/zaNNlkS/7/nSgV6zaY8XBrnnhVZlntWCt7wGLiCe+bjNqr/9p3r9vuzV7rRpafLKBAq2H/dMPomDADmD+I7HPHz8+mx3VDevoZANdgKwHHYc/+7ANOHkFjuyCs+2cyqcAUkuuEC0Pc/6W8v73zN9/y8dvf+Cff/fCh8RP2lc9QILvPsjL+gG+eANDhuvThQ+//z33j295fPw7fH6BOEK4p5oBFDDEFIzVZG4P8HX0sf1Pk+gCXWm4Wsii31aNxU0H8APl6QXjwycVys+Pp+1JaC1b0rrX13qth9bG0RlDtk61ztp6gAR17FqV/8hoShucFbHgWmRveNXGKENQ+nntu9CsaYyTenNPZtVl2pMx+tC21607hpG2JNdayamJMm8nYDRws0aGvRbboacOev3ch3PkVYCzEJw4ReXMP/3zv/Cb3/yakit+HBjCiHEDy5KpGHHOS5lqpU1ouTqsS6JlM0xaURZWjDUWbwau58gweWmnqGqO4UfSWrguVy7nC0frlH0EZIM0GG7M3Ab9iWazwYjPq7rwgDHaqoGwjlp5hCqt0RsAKf+rKt6aCgQtOtBYfg5scAx14PHNFzj7xHN5YUkawyUxD/HecXl5JgwT1gWGwWHdxBITc8wcjwdia4FKmTAESfBjUpCy9iq+KX9iUkx3uGECY8glifvNfiKFSfSR4or1luP9HUlj3NIkB5oOR5vgzmplWSrY1Lrd485tQK3QgQDVYkLBIVsVdKpQE8xWkHFn+/ra2QxFQz0thuQk7rLk1GMhoDOUJUaSQm5v5TFS8PSqFWNAKugFfAmiPWKNtv8Jk6dqouVNIC8ry7JsaxWV5+cXlvnKb/7mN7z74R3OSzvXMI64YJnGAWs9p/HENI0C+Mwzb//+73h+fmFdVs7nM6UWxnHizeMDMUY+fHzi17/51S4Jl2S1pixLcykiaaBtZCknNsRb92nnZA+zwoZ6+qfvqZeLJI2HI3cPD5SSuX94YFkW4uUC11mKEeFB2nKKmK0Mw8A0Dmqswi6X0LhCC3v1E42t/06PGGGVfK4Bg8bA3d2J0+nINI0CEu3yshaftngJFNRGcoW4u8crG5BtQJ0E7bYv6rFvqxVuT9k2NFqc3QBWaCLozglDpyoTVPVQtr1Nn9vicAl1DK56Gn/aIEVK6RAQx9D2+aStaSWmTFefVh3g4CzVBcqHyHKZWZe56xF75wiDxZvAmhNuGPEHh/Pi5smasSnjCgzhiPMDtYpwfVpFFMAkQw1B3b4N83wVwkgAs0ge5NzWSVRJ1JWblMAaKVRYZfTJ/Bd20svLKsB3SXobWmH4xcT5fCb4geV64XCYeHi4w3ltjSuJYQpM00iuCesCKcL1csFax7qskpt5j3cea0cZd2upaekgjibeUqSYF3FRU3BcXGg3gfaGAcgaKqzTmJIIphvN3RUTafk9QMpC1ljTypIWIZLaAka6nIKyl5xzpM8lFr/g46e7rbVkrFQwuQ98FxlDUNOmuVLUTaGWSjFaidGk1dmAD4FxFLeRoo83FXwwBO+Zp5FShTYsPYZiJXtdFoyBay3kWrFZKmnOS18kphAXz3y9iDvJTe9sq9Nq6q2JuPSfup60m9q6NVQszABG7BIPhyPH44n7xzuCD+qgUOWGbI5m3pOcpWhlo7M5nJNxyKIllFKiei/ClOr01c62sYbO5yt5bA5zVRxychXKYJDNf12EJvw8z1zXWeh+wqIjDIHjcMRgeXp6YjhMTOPINA14a6klsa4z15fEZV4EucaAFUqgdV7YUzHi/EAYJ07397LQrE1YFiiVVQOqsYwcpok3X3zJ89MzPgizqFa5Ub33TNOEf3lhvq5CQzQwzzMvL2ecMfIcZV+BYVlnKplgB5xRlwUrFbecM5dzwQ7aWjk4nDdgskoNaOBkDN47gvMyFzXoyn2XMH0TiXGVOK+YFir3tOQ1ONEcjqi6afTkX39vGrhQaO42HdTpFuqvbziofgdAaBWxGgRwVU0CkyM+V21LE4HsUgrNcQGthkDp4ssGQxJIBWtct5nEQLEWWkup2XS/MA7P5rCyDzp/7iPn3IHCPa3Z6OLfdF1eXzdhUiyI2Hig4mU9+yQpv2053QNFLXFqr7f7sT8euB0n0xL028Cyv+bNBtIAvlfHDaihx3/JtWgl6z8XrTK3nwtNauXnV+f+enNMMm8pF4g/wPoBzBOQmNeF5/OFNUZ+/at7vv9/P/PNG/jH72BefxxI+ohwBP7GQghwuINhgrtHx1d/85Zf/4f/HY9f/y1EC9MJTEB6hdRNjAymCCPWIPFdXx6EnfTJuFElOYypg3MdMysFatJgpT2n/28blz1S3MdRArRmJ74vLAxOOmAyMh+tBsOpvKbSbyBKd8wyBotVYNjKGt9e2ZRe4NgfcukMPzby8prNOY1+D/YP9EdjIhl5Yyu2VDCJQqEY+XymJaj7aaVaPTGt1IIC2abfur+UGOzp+cyvvvkabw3L9cr1ciblyt3jG86zCEKfhgPOjYRxBJfVaay1TOrMNIWCxZqKzZngglgBe4+zvgMBQ5ioJbNGSeDXdYFaGUZD4oLxJxV3lcKa8wIOUXZ6FRZAHiP4r4I+oGKnRpk8mVqTAiJW2p1w8jtjpHUcs4mqFwEVM9IuJWGhsHcevngQ3LUF31lFt+VTM06TOO/GiPMB5wMHN2J84nKdpfAXLJmVl6cz0zB0AMXqV2kxqMyxEgZPtSISXfZURh0HCQyb0PVuHmMEtKFSMjw/PTFNI3FdYF00zjWS6NUqj3VeQCcVu21xIsvCZqVbFJSKEHdre2kMpnbvaezqgaOjjo5UF9LTC0wnjseT7u3yfNGPEcfCdu+L4YdENdZbAYagxwvo9xJHyHNcVSaDE91KaxzzujBfpDWy5EhFbM2X85W8rNKOZC3jeCClF7777j2/+e3fSoJmJRZedaxPxxMv5zPLUqQYp2MuAtQSoR2Ph77Pz8vCw90D33//A8E5wjBwfjkzX2f+/j/8He/efeDb777n/v6Ol+dnzucL6Hqhk1HmxqiFxBhxQxCmwvkq63nwuMPI6Xgkpcjf/u3f8O79e1JMXWC9xU3rGhXo9FgnCWzwm9FOc29qAv/r8mOqff8dHhdhoF0vK8ssLZYxJmJMyjJzClhucae1VrM5/VmF0zO2365bWLWL1xr7Rtezts/lUjBW8q7GIJHcIN88DujAwNaapkVVzZuqymdsEhICFlRyJxc61f5t93cnY1DwFtYk2lw5RSyGafDEvGpMXgjeMt1NQOXwNDJOI7VmhlHAXYNId1AMeU1c3n8gnkfCMODHgWCN6EbOC0s9Y33qjEIxnxw4Hk9iKqS5yzgMlJoZred0OkrN0RqcLyzlgrGSI3nv++tUr107VuIrZ73KrkQKlVgyIQSGoA6VaEhZKzlHLs9nqIXDYWLSS5Bi1FB3VLZhgRA43d2RUuJwPHE8HjBY4hp7V0ytlTdfvOmAcoyik+yd5KatfbJ1RYnEju1GSjLHXAePlhTJuWneomxu5VlnaaWsRRiiWfOQl5cXnp4+8v7de7793b/w/Xff8/zuB9KHdxtT9a/k+MngUV5XirUEa8A7QcusIWpFRFgOWTbcIsLP6ELpGrNCJ2GK0seMMpfEPrWoWwXUmhnH0BP2gmyAOUs7XFVFfmtFpd55EYochiMheOI6c37xnF+eKTl1AMl5h0f6Yr1zxFWSY2strWbWBbKduI2FEBiGkWEYGEe5SadpxFrD9XrhfL5wvVzVAQz5LDpmYhdvO2XbYMlFXB+qgkECXEnQK2wOEEhdNu+4rL2FzZhmDamifMge9vxyYU2R+SpWvcZYWWgwjID1QXSqgrRmCftIbuiMtDbEUlhT5jSOIqCtVxUjvZ/ODVTjKdVyOJ7wwfPtt99xub4whMB4mBSMget14eV85ptffbXTqzIKEhldXGSsY9wo5NfrTFpXjPfgnVhAx6KVLW0VM8JqYydWnXNrxfPqwiEVzxhXYjLqsmb6Ai+tZwI81SpV81IFRJIWAqkANLiomj1ohIAJSI80KhQvDu0C0FhreotFrQLk6ESm7lkFOk+aNsjrDEv09nb0cOjMI/R76SxRELduukoduNq9l74cjXnUjn1/ef+txsmdkmsFic/GUY3YjFq3aT79nEftCY7pgYExm8uGaCAI2GZdS8huMvmer98AOuYW//jXftatqvvqcK4H7Z/7e+uJb852n7QW/KtOZodMfC7D/nOqH53K+7n32B8W6jbvBaXM23S3DoYD2AxLgse/w7+cma4z8xp59/073r+Hf/rnPw4c6TsRHNwd4f4BxgmGExwf73h4+zX3b7+B6RHMAdn+AoLem34fVaN8inYP7EuQpnw6drVS15VljkJLtl7cOKwXJkFRkHi9igDTrs3hs8cewDR1w+eq/IwGtxbXG12ahkJnMLKbr6ZiyVpN27lL3nyEtsrs1yWEfWT2yeVPPGptUSCbNoRTHKkoMLa/93RfrLmDV02TMOeEsWVbf2lsEhknY/+M8/qvfMyXlctl5nQ44MPEdDCsy8x4OvLhwwctihnVR1CR0qwgS9On0NdqDrMxiZ6i9xVXCs5kUikasGurWUWTdNmrjKsscSamDzh7ZRwnvA+UqqwJVLuwOnJKOLS1uYHuCgDWXaGj9lZNudyCd8m5O7MzR6mQcuMoZZp+xAbKSgvKOI1iyw4E55gvjmu9sl5ngrWqrYmyEITd7Y0n5EBZRUvGWMsQpDhkrWVQtl+too90vkirbVyTvLdVVlDe3eOVz6yBmiQ2d8aupaisLUHjuHFV7GxELbaq5bYxEpMwDLo+7FlHwOkgz1+WjXFkVB+JCBSxm/TqPmckJnROYpyRSimRshTSGrkbPE/vn3j49W8IxrOk2JcwZ51qdJbOkG/gHa59aoHwWruud8LQbXpDKUUMFeuc6Jt4Kwh+rR0Tb1b1f/jd70XDaJJkLl1idwueRnHbM1UEugcfoFa8dUzq0FaaXoox5Jo7c739PgzClJivszDSYqIixUi5TgNF7x+J8QcxnxknvHO8vH9PfThhjOXtl2/58uuvcM7y1ddf8g//+R/5/vf/Qnx5IZwOTI/3WCtanmuMDE7cqA2GkosAeeoYKCxAS04yvsv67+BRP+JKXCLrInvoMkfWMZJj0Y5NKRAna6W53Ziu8dqLmZr0C7tVX7fF1PU2Lmz7Z2eJKIM2xSb3YKiIJEXWgnADLbvQct32UdFbUvDI2L5ON41ccd2toKC6sUYd23Z5QAOKLXJ+KoZfa+5SiTlF5nnGXCMpV6IPfPH4yPH+yOF6pHoYgmccB8bgGYeBWjNhGHl5eeHl5YwPgeP9ifuHR0YFuNcUpY3ZSkFiGAes8VAzca1Y43DGkU3WwrvsRbLvFgVhxBl9mNA8qlBrVu05AVFjXMSlTXVzr+dZ8IFpoMRMa8m2Rtg9pQtOq5N5CJLbzXR5HOvaXLCstcp95oKsKdZ3kfFcMoM1XM4XjBFxax+8tKNZh/cDVYHHUqQYZ5qiQduoqgiRNAkC5+0GQjcwUv/ng+1SMtZIF4M1VjpVrOoq926UH4mjf+HHTwePcsIWQ9aExwh8KoMCskGiAZ/SzUWKsf2uqOMYcjFzZo2SgFtT8d6KALV3XOcLwxQEHUyCPseUWOaV58uZGJUrUi3ZJEYvk2oIgXEaCN5K/2JaidHIuVuwqrVjMKQk4ElKEpRSDdU2MautPW0YBsZpFGv3IeDUejDFzPnlzNPTM9frlVKkf9/jMTX3KnFLsLvoVkvq0T5dDbKsCnO5jrom0pq2SacLZQNM9oXdZV1Z4ip93s4SholaKzFlERVFkgDnB2qKrLnAGqUvW3UJ/DAwloIfBlrgmrUyWI0BF6jWkoE1ZbKixhWxwDUIxbKUqv3xhePxyPF07aBWbwXS+VS05UxIO0VdB5q2ljiCxCQ9qMfjQcYkJa7XsmOXgDNOqIZUWbh1/GTxERG4MAS8DxoY1a6RKOJsGi8WdXCALr7YDsmh9D3N1pJRNMGpXTOiaA+9LJ6SKO0QiE+ENNs77DM52IsWbw9pi7KmeDtGAs0adMcaqJ8Jgpul981b3fx9+1urLGz953v9ClnUfwng0XYK8o0kNbrRa9sLOjc2cWB9Rr15gZux+BxE03Rfqn5/M776OjssToKL/p5m/0I3YNXu13qupgNce6Dv0+78P/N4/fTPAgKfApmff61XL2YcVI8iLvr6htuWtvqpSE6bhR5Y5XtxdvTgPLkazgv88CTknj92WAvjAKcTHA6SFx7uRu7evOH4+JZwfIBwB/dfyLlWuyWLjRUIqKP8xjMyr+7b14fzhLsA8yJ7YymAWISTkogv2SHgMtUAAQAASURBVD/W5llfjWf9zO+2v9UGKlZ2YEsl2Lw9Xc+3VcMaVV9XjRsAae8C2VpfYQ9CGazdWRBvkIYAXOJEIG9cE8Li27X9tc/T0K4dQLZvt8UUbdPJcr8aoblbFeAUjR59rb6Gfm6MzE+awn/p4zqv/Mu/fMvD3YmHh3uOxwPeB84vT1gn+1HKlRgL1uee6DrnMFk1I3LGObmPjFoIpyr7p7VZA1BHLeamUm9MoNatgj+MEylHYoq7CmvTwZBWmlIFBNnWHyms1aLuaa2N0CZZW0EBEdVOqo2t0kSKqxhP5IzzE4373S+PagzmUmSvHgZqKjSH0JISaZ1ZrlfEEltA6JozGdsZV9aDxeCrFPuW65UQWpuBxl6lSMVdzTjkhBXgMUJVtGEQxniWFjdrHMZ5ErWLrTUQFlM1Ya2qjbHTvshZAKkmpp0TbV2smJ6A0LV09H7wTtaKlBRgr9r2FtQVLMoS4gNghX5Iwk4HhjCq/raI0RorsgVpTvzqt7/FWscyS0xlqsO7EWcGUlkk6XVWwVplNRsjxS6jbAsFzhuLttQm2r7FbbPqHLlhFHa0EYHyUorqfD0xTiOPwTOOgcPhoOtJ5e7uSEoim+CMxdsD3km8bq3FO0+qMpdkCjVwU+Js5z1GWey1scB1ERiCMDLOLxdpM0IAgWEIhGHogtd+GnU3MoyHiePxqDjeynydhbFlDcZ7ptOJr798y/ffv+MwTdzfnyT2jNLOMo0Dw/2Rx8cHPn54wmCl/cYZnp6e/lJLzl/X4QJME8e7E5XKui66XmXV8RItr5wKxhRtpS0UL+tM7Q5n7RbaxUotr2uC/3CzB24R3q0DWMe0MRpT77eSbV8pTV+02u0+37+usdqRKg6juVoMCoggcxTohZCq+YrkMQKiuPZ2Vl7LWRV9HkREPpmCGR1vvnrDYTlirLhNegVBhFk6cp1nlmsks+LXAKZyHAdxMTeid9vihKAMSWEfJmVfGdXFkzZnp7FHX8z1c0TdH2pp+0mhlFXWfTXZWGNkmVdKrRzHI9M4cY3X7pTtnGOaRpZlYZomwhBkfUWXyOB2GqVV8jZ1UhQ3ScsaV8V1RFgfRHpHDJBUOsE0LT/bY3rpkNmuoziDutt8Ry4OHjEecE1QXQbhJsZueWMrwlu75fJOjQOs9X+6oPgLPH4yeNTcF3KtiKaRpWRhwghYpFWY2r62y8H2+6YqjGw81hh8EAeRITimw4ilEF9W2twQICAT48r1emW+XGU/VXqoNYacI8uS8Pd3lJL7TSlq5hNPT094Z9UxzvfgppaiLeeWhFSGghfktW0qQ5CvQQO6WivzsrAuC09PT5zPF2IUlk87rGmfXRMjIyoTQk4RVzpA28J0IlmDN0aCxFqIK2QFTpx1nZYvq1pjmMg4iiCi9J2HMXC6O2GsY54X2SBHOf+4JNnMFVjxzuriZPBh5KA3mbGm02tTyxM0IDA+cJkXckqkXAnDiDGWlFYqYssoKvSioh9CEFqzVuiMl0VpbcLdkp3IOWgAMgyBIQRirKQqYsbDEAQITPI8OkqtLY0FrNLnRW9LgxrnBIkfAs4PpJS6lpLVRUEWStQpTpFk519tNPSFUsCjxqZTQKFKoGc1O6pI6wu1r7DbwlJ1E2MDL27Txtusx+z/0tgFVXv22wZWsuo5NOCobEEp9ZUYm3n9wrfH7nHNphTT2sA2wdN9C9jPeTTwUUyezDa+dRvJ/Xn29V3n3taq9vqzmP6Y/lw+D8q1l9M3041ENuR2Eh1P2X3doIRe39iCl0+G1vz4NfvJ1+EnPG4XEGwD+Pr5rd1iPw6q07F/3G76t7n4ydjpj5kENQv4YKA6EbDO1TCvcEmfyoC9PryFaYBpkrY14+F4f+Luiy+Y7t9gx3sIRxWrHYUdhFFsqF0oSzVOWoVcwdaEye7z49Ge4izxOrM8P9NctYZpous7Sbaym0A3g9qi1e0o5fZvuzcUveIKRIVSKqh7mTWalBY6oP16nPvLSmytv2/B86fAoQTpW8K9w310j26btbaCG12X0DWqrWg74MhYs62dG5yl61bT1ZF/Iprd5v6rz2QqGvl+Biz6+demYZqYrzMv5xkfBmE6WCcJvPXqBFOEMeykdcB7LyKaBWqM1JJp2ovOuu5aVlSvwToYRolNuu6ibS5BjooUbsbhAKsU02LMGCJehYbF/65okC/M0mKMgHUVqjFaiBI9kOKsTtHWEqzaiWUDxWulCzbnnAlWRY3bmlhai1omx0hJSQCHWmQlMRIT5ChFKQEtmhNY2s5N92TnxaZ5yJHL+QxVikAS62W8tRxCoORV1hHTTDCqagtpr7/ONWM34whTxbm2KuAk27bMr1yygHFeHdhyJq1VwJ6KzNFcoIjGR69cBQWE2iJpjbS4WUf3k7QKHA2DtLQlo04Auh6tEgvVYRTWpLLWrJP9OqeIMZ7T/R1XZSzkXDDFEPwocZcTFpc1orVVc9X4HHIRoMsHiZ/DEPpW2ary1kj74xACwQZSDBxPR0qtYoGta0uLny+XK9M0ME0Dp9NJErhamKZT16ehIgVVI0nWMAQ1+dhKKrYzS+iJWW3dCaUKu4wmai5JqcT8zVVO2vec5i/r9Uq1lpIT0+EgMb/qkXz37Xesy9oTedE78nzx9gu+++4HplFYc+ss7ArvHOu8MA4D0zTxQ3yHMTCEQcDMX8Da9Is52nh6r0wy353Xev6jWkVG99Cs87x3CijwUV2Lncxuz4C9TMCnsgBahG5tpbTt2ChwsrV+V1M1Jq7amWpv/q6Pusl/90VnWS3r7pFyFJWiaMCRUVJB1Q4IY6RltA4iEj44jw+D1I+9Zbw7YIcg81tJCNfrjB8H1nmhWIsdAj44xsOk4wrJehxWt/B2zhXI2hkjGDZVxiermHX1rheXrb7WGuOW3xSkUI2lGAGfGuMopqSuitLBZOy2lkq+JoZI93d3LNcr0+GAD753ETltE6ulkHXPykk0ln3wuvdUMBXvA9ZJrh+G1oKn63qbGZrT1NYOWdvvbd9bukmQkT2iRWebUPpOUL3tCxVlqm1zkraGKYjknGgz/RdJTvxMx58BHgnwIHQxI7RpXfRzTht4lDcQCe0bxcrFK3ljaGAqYfScjhMhWEXvKsu8MF8vYtleWztcIa6RdV0oKWO0GuGtWn6uket8xTkrE7skUlrBSMVBNhAn+gDOi0U3EKqoy3tnKU4Uz733wjIahaniO8Aji0TOmfP5zPnlhev1KrRYrX5lFSVUV8SOiEtLHuRqVAtKAn0X2mtroOQc3pk+Vv1920TfsRdyLeIwVgTJTVmFroeB4+GAC0GF3ARxNUaE2DBimSuudeq05mx3H5rnWaqezoLSDkFb36YDYTowL5Hzx4/kVBhPB7GSzJVhDIyHgekgTiXzPNOS+XZjGas99yl3rasWBLTFyFkr4tX4rd3MGq1ClU5cMJqRpJwpsXLwB2qxqknZRKNlyIQmuG3Z7WZ2VqyYKjKWphRFid0usWnpz+7nxvbpCZImO912rdBaTLY8uurcqzdJdaOGyyjsWRm32VDVwLO2tlAFkPaMI9M2rdYq017jptKPzinTN8mbY58Y9t+1ha9pHTXU/ucPgnoLS2HXuvGZbLLuHg9dMNz0+be1YWwTzHzyGptA922LD2jQ0gJrHfM2c7ZH7qjKxmyvy6sXe3Xsh3oDw/4IoPTZo29lfJptm+1LReeXZbNLbw9TBo3xGlnsnv+nzuWTBH+7v2JZqDXiSKK74oT1EGNlWTcpkD92DB4OIwyy7FMMhGlgmA64caL6gPFBztM7/Syyj5nc1hSJQIvJVFuovoFHZmMqfObDzB+e+PDxI8EH7o1hOB7ok6FkyK/oya/vr/3LtrnxegrquiOzKtJm1+1w7q7j7mk3b6cPFTbeq7Y0czs3qo7PDRi9aw9oH7G9sGjZyLwoCvZ0IL62wFjcaDYm7sZQFvHZrHtGoTEl+z39agj7vdWArDYQv4C16auvv+byctaYyLAsCYLH2qDW3RVSxqWE17YrrMFarxoS0m4jSaxozbiqu02Wzy66NpJKRRUvLkWs6lvLo3WWECbFLWZyKiw5UgcgmJ6ctdbHqrFCa6muiNttsiq4aj0Fack20MEeecZuH9JrmnImlYTTvbbm2udTWRdlGEXSupDWlZKSak+KLlHTjKkajFfjsE54TEWZNtLSshm5eGWSU8Sb1xmLGwbSmkm1iJg5kFrbmVbLBfBFPr86GxpjqKqZJO6cmkSo7qd1AqxgDCka0cXpsa6TschlYxRBE9bc9ppqNhFsa7rJCb5ZOVdY3K3IdhZmc11X8hqxtoqGkeqM5nXh7vFEqZl1nbvobivsZbNqUVUZXcX09UcKvplSIsGMTFNgOozkLPG4QQqvNkjB1U8TIUp8cP9w2jRqAIwUc4cp8PL0wjzP3OUTd/d3DMHx9PQsINQg7YA5SXE0pYSxlnEaJbnvrA22sUO1b6AXJmtREVwvhdeKuKTFGAmDADjzLEXgkhIVWC9nAe9ixB4OHcAA+OGHdyzroiwpKfyOChiVnPFe2PJmlDY4Kjy9/0iMkhM0MeVSMhjH8e74b73U/HUeOcMaWecF//YNx+OBcZzEKUtBpD2QFLzkMrSithGQ4ibkbXGqvsUeOGobaos6+nZitJi8JVts9ZLaJ5wxCDMRaRsH2Ewt9kBCM0Bq7yn73jZvdV/U9qtWFJYcUnXN2nsi7JYQxGSq2hWHtGuXYnoHkAFqTGAsJnhhSvrAnC4kA2EaOR6P3D3egxMQZw2DOtHS91lpHRcAxrAT0seQYmRdEzllrBMducEGvBtYzSwgTItJjOa5mN5C7JzrY0MF5y2lxq4x6b1nnBxpDTzcP/L88SPDIOeYimgfDgqgRc31NzFzvaRVATR1aRyGQM5Clihh1wmiuQwKUJtmDmB1R+ugX4vrGwAIjaBijbTXtbZZqb+17hphMzaQuv3cOmhyyfqvuW3qdf8rOX46eKSiwxVDybK3FSMBRc1CYS5KTy45yUUttW+g1bZBzn2i+mCZDgPBi7PWslyZrxfm+ULOo7KKEjlG4rywLpFajQgmo7S6mrDW8PB4x/t37xnHkeAl2C21cJ1nhmHofZGNNhaGQA2lI4NunEQ41DSacyGnKKKNGrPmUljmhZQS6yrsG5RBJYwMFFDYiVTUSolVENIs4ssomOHVftBbbd1TBLcYesWjadh0ujcitr2uK0V7aGOMYqsagmgMKV24FNnkW1tdXBPBeXXlyJpEu05DBFhSZlRv62oa88cyjhPj8chwOHJ5euK6LMScWFYRdfOD4/7xgbvTUe3MCy/XC6EFTn1BkWCsUY/XdVEkFmIWgFA0giacl4qTs16BgQo4nNkW6VzUhjUlpjoAvi/IOUv/fNbxgqar0VjjVVr3DNQi4tEiGmelxx+psjZAaA8mQROl7qoj8vi2KahInuxFjbJpt6GgAVuNwVPby2rgpu2CPYdTTYSSNlC21M76azR/6m7xuanQb4m9MduGumn7fLpIvk5CG1a0f/4vIUHr596+v4EI24ZYP8FLbgGkAsyABHVVE2RK1X1k+5wtgHx1Ettb7iqi+uYCqjc9kn/dp7z5vP/6YwdKtAHpoMFu82qJeKuItM+8nxc3p7ebCz/1/Hb3AhUiC5UFbJLWpWpIsXI9R8qqzpRVavL51Uu1BHZ0cFBZoXmG5QrL5cr18szh+oy/eyCUGfIVrIplG1lXwPRzMtXgqlOmwa4qZAwinL3/EHK0BMI6NUdoVGQDUj0wXfdEnvpHAI52TYqaLPTrpK2x/TGv5lOFRsvuVP3a2jV34OiPvaX5zNWtW1tArbfh948dRR/Y23rZWgekxWp77KYlkXrLe9F/lNrB9U1Pss1B1ajqYJa7Gc5fQjHv66++xHz9NTmK61XNGWfgeLgXe+WYhe1QkeKcsVKcU/cmYw3OB3WClTlqrFOWqSQYpRYul6vslUVcX1lUN2YQLaFxHIm54m2gelijOPiUulKrYQiiEWdRfaIqDDdrCsb43a1dsaaSq7a7qdudJMhbu20tuXdgOSwxIW6rZlc80b1O3PLslrQppd8OgZoLp/sj55crKSYKBuMD1nuqtaL/hDrglEJaZp6fnjhNI2/u74nKcDbaTme9ZwhR6nvOsdYKqZAqwihKid5+qYBVK3IBKqoqMYIsoRqb2d36gRTAcrs/reokFdUEVddDatU1ovYWdLnB1FkpaAtwA4ucAz9C1XZYNJBpcWbKVFNEcw2JjUuKTKO4iK1xJvhR7j8ni6k4qsl4U6Wg6L2hFKdSD4bD4cg4DtoKCePo+f0ffs/pOIkb8DAw3d2xuIn47Xd886uvGIaRcRpYloWnjx8oJXN/fxKpiCmRs8Tm9/meaZr4+PGJ62VmOghTKedMXJPoo2os3Fx1m15NSknjSXoMQ0WAO6SoOjpLUftuceBbORyPOC/aXusamVvrYCkwX2GeWQ8iRuyD5+njE89PT8psSpAzh2Hg7du3PDzck0sWNoSy7q1zoquUEilFYhStGkpl8J4QPPf3d3/BVeev6SgwzywXub+bi3NSFmJKGeclx0P31uADpdbdvJD7qzkDN6mPmyLPrkgH7U+bjEhrgXy9H9smyNzXPwUQdi1nxkmlSkKZClgErtb8wGRl46JxusajOVNS3NYWJFfx3nTTKaq081prpR2telLJ1CwFlowBZ/DOU6xjLdodZC3+dMR4z3C6ExbS4BkOB6q1LDFRYiRVsN5p7ijrTVVjJomprGjlOsvL+crz81nHoQqgNQY9P8cwHLBFulpyzRqkFawLwihTp+/wOHB/fy8adYg5UaraJXPwHA4jtQ6UpTIdJwzSFdLWupIzPnjW5UrJogkpQFGgItpqx8NR9N9GaWNOMZHTwqCyLC2SkiZIdZlWYKsBfg1U3Bsc9WJYVRMrxQW2nMAAKquiedqySNfU+Xzhcr7w8eMT7354J18/vOP8/h28nPlvFjxqCa182yr3lebq1FDTkqNO/NJpb4BIe9ZCNRU3WKXbF1JaSbGwLAvz9UxcZmotpDhrdbJqD7b0Yk7jiFWdHOcsIQSMhfsHaVmbr1fmWexVjYOadOFpgIluQuMwYK3TBT6DFTe3nLMEVaX0haKUJrCcxYKUliNaglJipXLXAKTaF5uK5mBYqjUSCJu6PUd7IZ0t4DZR3FZ1DYPDB0dQSrQpMjmtLaSi9EmzQUs5RtZ1xpZRNjqtUltrmCbRDRr8oDdTIpcVVwzBB1WWB+OkVz4XoR2f7u/54u1XTKcDTx+fePr4TK6Gu/sHrvOVZV346u4LnPMUwFvDMA5cLlde1hcG7zmdTqxrVJeJyuAHuY4qoEkRoPB6uXA5V8ZxZBpHDoeR0+nAeBxJK8TLlbgK/btt1uM4isibq1gvSWfJRVhotbLOi1hA5kzw4vyWK1jjSSZjirCxjFV3t2qkGgnqvqDXtCdtcg2bCxJGWFPVSI9w6+HHynW3ra1CgUPTgmQ0GNefblhOtW4taS35ywnTeoqbG01buGrtlZL2StJuQvulAFht29yBRej3GHVf2wNI+6802vjPDxjtjzaewAbwNYBrl+R2nM/ULYd+9Vk38oXp1+r1p91Xk/pj+3vsAcbdObZM1vwrRu8Gl/kLjX1olZZdxt03zT9x/FiWvq/27V9rtxm3P4OAG8UkKlmYCzmTlsh6Sfxf/k9g/++wXuDjAu8zvOze6sHAtUJc4Okj/EOEX9/Dl9/AF998yd2XXzPev8UND+AmMCPa57id4+58TPV6nqaLRt8ElrsW7Hac7o6klKRAUSrx4wthGETXYRhARTg/AXz2b18VGKl+97BbEFcEvjOUoECbgMcUrRZWQxMu3h9lt4bV/b8+5z9zSr2qd0vF/9FDgynM5m26T6r7PK50d7bWYltzVdp4u+mqBsiVwfgeWm1MJY0njQTsnUX2Czr+l//X/4dfffN112IITtqy373/SCpVtAANhFFYvrYI0PbyfEaSV5XLkm0JYxqg0GzXJdhfL7O2Dvnu7Gc1/M+5SOGlonucMJiiEy2alAvWFILaETuymgwUDbA30FFXWWqtOFO3VqImzC3VRGWwyFpojeEUIK4XcpbCWK2t1SDiqmHwD5QQcFGqsEULMNbC8XiUWPJ8Ja6JvFSq8djRsKZENZ6UChYpBh2GEW+sspcqFoNzQVx8LzNjGDDes5YKmrCSywYMm4wJjlozKZYNONd4o7kSCUOmChNeN4oGilZrhAKZGmBkb1tRW3uvGsdQ1MErZ/nnvbCQKvKiUQWWB2l1s3o+xQcwljCO2FrFka5KMmesAOPeQlyupDirbIMDRItEXJDkZwzKJvDkEhECVGUMgeAdxkixblkX5usV1HhknCZCGMjW8fF85jG9IRt4+PIR4y3v3r9jiQlrZ77+6muenp8Zwsjd8cAQLN/94Xtenp8ZQuByvZDmRF6zCHMHT14iNvi+p3vviWoQU0ohpqRtOCKcXKvEj+2x5/OZy+WibDxlr3gptqaYxG0vF0g6/rUwjhOnuzumceD7ZcEHcVYmFdxhYnx84HCYSDl1aYuUVNy4VK6XmffvPxCC53K9crlcqLmKFtJh0CT23w8AcoTrleXlyuV85Xg8EldprY0p4ZIW/nPGJ2nhHYaxEwKaI1bqBS4kztI1aWPU0iU5qBvD/7NmJLsiWfu7fK+6tPq3mDYRRqm3mdsNVXXfSq6bPo7qmRo9dxrbNidqiixxJZUkAI1z+EH0jrzGWdZZcs2kkomxYpzvLtkmBHk/I7IbqVqG0x13RV0MgycVWZ+Go+f8/CzgUAU7iIB8riJGX3LBOCdkg5i4ns9cL1eMMXhvxY0wVw2FLE4L9ik1nVHZf0qBnCumZEoqnO6OHI5HaqlczldyrjgbyCUzz6us5cYwTZa0XkixtfbK/mXdSYgeKTGMYpZldKwphTBOAPgQKBUu5zN5XaSj5RA0Fm9sWoNX3axm6PSjMUTV3MxUsLUXSZwVveR97uCsI66p53JS7G9xWu2sWmO0sGCQosBf0fFnMI9ql6oUrZVCqrUjsMYgbhhJVeLVyrKHHLVPJSBLWxQQUyQuM+fzM/P1IvKMpm4gTBV0UtwKRrxO7rgmQvBMx4Hzywsf3n3gzZs3/KCIv1EmT6mVpNRRksGSyVb04J214D25VOZ5EXeuGNUBTMTGvGoNNSpizUknsGg1tSpUq76Zdt76uVtSDmCtWhhqLG0Qh4xW/fFWrHirk6S3AsMwErygosZKQd5Yj3WFNVlKFSaXOIdlUlxZjRXxzargR5Hg2jiLc56cVtX92YR8hUVUJBAYRmqMUCopw3VOhPMZMzgZL+BynSWoD443j1/gQmCJCSw4N2Gs0826iVRLcDZOI0MQGmFVJ6JS5VqMPnB/d4dzjtPdxDRNUtFRfarr+UKKkekwifhZFlvjZV5w3uLrpMXY2r/Oy4LQqB+5O546W8kZpwKRcq2sMZRcWXPGeWD3t34t22ZizYaGs11rW6vaEGddQNp82CoWTeAWDaqbWJ8FAb20CplVjFRYYknBoyL/qlLnuzB7S+q24LS1YrWbsy2JxhhNQqy2eG0AUQOHmkh26801EkV+Aih9IgL9Mx3NCaOfTgdu27XZCSa2XxWh9++Pxqz8saMFFk2vTdzcFHTR9eGPPe9PAke1yrXRedDsijv76TVIsx/7P4ftY2/Bs23AfgJQ9Pr4sXP6sfO5YTDpCVUwWE78DywPsDzD+PbXfO0cow8M1fD//X/+I1OFtIDPcEI+whPwVrGUEXh7gr/7Cr54hPsJfvM33/D1b/6eh6/+luHhK+zhAfxhO3cDvSWLpnliBaCpkgwbdMxM7tXDm6omAJnf/cs/c7ksDGHg8e1bjm8eN4pUjEAEs1BMIRmp2IXiRHfJbHoLSrOUsdpfkxvATe/39rv6Ocjypx/7wFm2a3Pz3q2gIX8WYKi8CrZaFbetv/pS+vjdcNUKvUVAxrsxX9f1LEWenCg1UY2ssaWqTolq/fUhUNFk86furZ/p+P/9x/+Vf/hf/4m7uxOnw4EheIbB8z/+T/8j3geenp94/+Ed1/nKh/fvORwP3Jk7jncHnKudCUsxrGtUK3BPcOIqBRBjIgwT67LghkF1GOSapZrJCWIWVxzvWivISPADKRdyiQJcZVnX3Cf3tM41g4CSIsYkLCBcb2GWnMr04mIpjfEjttHFNa0JKbIZZ6FY8hyJSJEpG4MxA/iRXCMvV9GZub9/oFZDzGeWJRIvV0zKrLlgbBC2toGhwjQM1JyYrzOD9wwqb+Ccow6DtLkbizNFgCUgtXbxBkyWBN5hvKeqa6cPop9UqKTWhh9cNwFZl5WcEiVpy5oxyizSe9yhzm5ZUO5SZF2odQOVcxbBtj0bZp+Mdtai/M9UWcu90aSmFOJ8FaBymhhGR66JeZ4RwfvU17RcKlZBclO9xFn9LbaEeVlXCoUQZAzjKhqW87xQa+EwTVhnulteLpWXjx9xXtlgSdaJw90d52Xmy2++otbK08uZp5cXHh8ecLPnOl9lH40Fsr5/E5rNtTswz3Pi+nTmfLnw93/3W0wWsLWxi6/XK//4D//Emy8eVYfFMCiYFIZALoV0XZWhL5+VnOFyAT+Ac3z1zdc8Pj6QUuLjxydhgaQEKXN488A4jlyvV/7hP78QxoFpGvFBPu98nblcL5RameeZdZZWubTETez7FxA3/XKOCuvKMl+5Xq7M14V4WqW1JyWowkaDre7UdNSkDUpA7+ZEbYxIfxjjPmGNA1hjN5BH7/lab7nMmynEbTGwx7wdTNpeu0LXz9z/vrk8UytrTHhjpeXWeDEhsNJK1VqiSk5SGNb4XFqdIs4P2GXGlEJJWY2jnArBLyxLwg0B52WOz/NKGCaGAA+Pb2WscuZ6vVBi5OGrR8zzCzVlMglbV2EfGc/gPWsupCySKHHNPD+duVwvTNNBATVhUYZQJbc1I8YErEk0LbuYZml3XiKpVtWcFTBtvsys60IFDsfpxk3dqj6RdQ6Xm06w4A1LfMG5kYf7Ew8PD+QCi7bS5Vy5uz+xzivLvOj1ltY5gJSzcMx3umON5BKCAFCmyzJY1UICqt2K+sq+FUBDySW5dtMRayxJc8NS0tY9tCPgAL3Y3xOX/5IA7mc4fjp4lFJPINFAUhLcFlCKg1YuSSno7eYSxoy4qsnzc06EMGrRJRPzSkpRaOqIhlLRKmxRS0PnxMnH4LSa5CipsMxX2VOd5eXlmZhWvBdGkg+eOC/UKmwYo1TGnAvrGjHVkHMlrYm4Lqr0Lw5vBrUod1aRTacBtFxoERhs2i/b9d+qwzTMTMdBaK1GRappE6kl84igX9AAawiBcRTBVaHE6ouapgHRkMyMrUKny42NUiEUOYHWT1uqIVepkqzrSsnCyJJed6Osqhk/BGKK4uC2RqqxpLmSTcEESXic81q1yQzBMx0OqgsrekQF7ffMmWmaoCRizQw+ME0TYwiczxee8lMHlprQuQ+W0+nA/f091hjWuJLWBYpYUE7ToNVpuZFbxS+nhLOBWozaVjcbTRn3WgopRoxrwZ5BmKR5t9gbqIUcC9itIt7mr1GhNdsSNiMLT1UaaWoU1HbtdX1xRsamFTuMUX0Io2lYKlpR3/qfTftXBDDSXUWqui2oLPRS5wZ71H6PIqU6nX9t/rd2uQaG7YGjTQS7/ev2pqaJh26gk1HW3c99bOcL0Gin7diyWPP65nz1GrTf/khg16tP/bnbc27e8tXzmz6WwXY75HY++3ae2ye9OsXXG4vZncPnTvePbUQtAnsNPr0Gj/7NAlw9R7khPwVF+qMMg7WspYgOTIbJe06j5+0Ev3oDYYVhgUOBF3XbHpFGkDsHv/0C/vf/wfHlVyNpuUjScv9IuHuDne6p4UDxAetVS85sQaKMiwYVRea86B9VYfhsWOTWZqJzDmv5+rd/I+vBIsLH1BVJunef1VS4aeV9NU4g53AzPvXVz+X2TwrANfp9P8cfOVqe+skp7AA9gwRYVQNaU0vX/et4FY76CQNLrIqrrcKS1XVo03vYB9YCnou5L9Rd5a0aaQvuwXsVsL7Wdj+1W0RAv01fcBtK7346sfovdQQXmC8Xasqs15nDNPHmiwfeffeO6TBhXOXLL7/Aha9U/6FwmVf84InrTM5ZwXEpWM2XGRcCDBZjVKNxDBhljD4/vYhoqneEwTOMg7C1zUQtV90bjArOVlJqwqgZ5yylarnPaCsTWjSDPsdaMIyBYotgSSCtmrSpuk0uY8QhyDfLaj0ECxGdylwQcMI6jK/UWMnanhSs5/vvvyfVjA+GicCSIcbMZc6EAaqVOKrpYC5xlZYntWKWIKHijCHrPdsIqK1BYzsqVAGKKypq6qy2NERtR2sJiDDac5Y2w5qS6hpVEcR2VgCJJj6lewHzrh04KzDnnDxnWTaQva3V1srfVAPIVFRDVKrZOSRp9VO2fs0JS+UwDuQUhXUUJqhJ7xNhZuHQuLoKlq7gecm+Fybb/SZxgFz3aZxYojhjretKShLfHU8HUow8Pz0RrGUIIrDdmDvOWu7uDtLOUQvLMvNyftGPKmLaVIv3A1gRCU41ESwMQ6C5DRojGkrOOymOdnddg8OQ15Wa9D4oXhkqoo+6pBlnxdTldDpRSubdd9/D8QDnmf/z/+3/Sjgd+MMfvuW7P3zHuizkZZHrM3hGbWl7eXnhMI3Ml6swZLysQzFG5suVIXgwgWWZVYJDOiOWZWXWxPbfD6R9/O6O4+MjD48P3N/fCevrMHF/f8cwjio54pRtJKL7pWyauBWD8bq26JdSpKvgJo6pVc2HQPYieny/f4x8kTVsn/B3PZ8b8Kjtia/AAWMkV2s6p0byyELGVmGM5pqJZSXFhVwjxhc1CBBgm2yoVtaCZb4w5dyIL7gqLN80LyzXzBILgxEwuGTD4A94FzidDjhriasAcmSL8xPz9SIFdbPFDHFZcB6cFWbXskTWZWZekrbXCXHDq/aUFJtFa9fkijWZotpBzQkTYyAXco5AYlkWKeJHAZlOdw+UkkjryuAHvHPUGqk1Y5H7v7VQiIGGrNmlVq7XK2EYGIMhVUg1s5yfGA/3qkdcpUPJGXIUbMJYgy1tLfs0xu1FLdPWvG1ONcfJUoXR2jSNZE2SPRrVecu5xWRq3hUCrSC/vddf7/GTo6u6DxqrttPkQmzVSENvLxNxSDThNNonrn2FxipiKWhvzoJQVoRWZ4phSQlTRKwL7accg6dUi1ByLUNwYDK41FH/77/7QRJbrCLRDn884IMTRXlFCLvDh82kJFTfFCM5JWpjxBgDJWOqx3U2hiKS+oFNW3zQAElXoKJIkgTdOjgNaGpAkNLYWlAtjJUCXjY57xwhVJIKtbY+21rU/lC1pVKO8rcsIsq1Fora6zbraQFTIBZxo1ijCP957wTcQ1oOc5YbISX5vkIXHBSdpaj9sZ7D8chV7XNbQux9IAziqLKuglh77ykZnFJ2D5OI4S3LqraIRQTD9DXaZ+/sF4AqLWginGaIy6IBS1IKqszH1mpXFLgSK+N2IxfqGvFBxNOlUi/z1FinQIjVBAmi2tVWZb5VBScsCgSpIxDaNlayCsJrkGWNUWBxqzrULi66aWJVbU1r99XGgtAETu+zUovQe4smsfocs0vEWx7bgVu2hdC2RbCDQGZnP+n6zzesox0o0yjA+79bu7GxflnHbrPXDd1Z90dX6qrJRNHA1DRq8m3cASBU/yrrXDF2Czx6Nav2+XxzSu3ltv/xR0/qpxydft0Xop/wnM8AF58Bc3rS0rLy9tna+7wGoNpxA0rp/z73+u1oDkcgbQEVvBWL7GyEDh0qnALwAMMMbhY3i5RhUDmRr7+Ev//twN/9hyNvvzjw/Q+Vw+kLwuERO94JcORGcRjRqqQDFfeFLjBf9+CREbDHWDCzLgDNea1lzRZKJQRpRaiqgaA3sH7ffm6AbdMkeo0Q7sbq5uv+mjWdE/rvqp53NW3PeXUpX/3QnoWR3Drntka1S6b6XFoooToF+NurySvcgAE3b7Hn8Km6gCam9TNzoe7mlkGuS2nnadmZApiezIJcqkrl/PLCMBy6e5hVU42f+3h8OHGcJmkRT5nL+SL7U8oc748Mg2eYAofTxHSa8MGJIGgt2z5VUfOHoi5QA9Z6qha/QlBxUEaiX9V9NfcCTi2F+9Md3gfRa4xJQT/1gK0Sf0l7W3N2k4mUk2hrtDVGJc77vrKfwc1Rt62N+wSrVfu7vbUmZc1AZZ0XPHJfGgOxZjFJiZHpEDDO4LT6a0xz4xNNonkW57oSDIQkLetacCya1FHEmaefrb6v7GkOq1ClAMMJmhFGLlRXu4Yi2jbeGEDWaltH0b27tSa0e9a2dkr9XQOdx0EZSHovl7Jt4JJ1KMheVOtI4jRjJKYpWSr0xjnCdBDnpSJjHUZxCTMGxjEIOJcS00Ha80Hc2OqykrMV4V3tnrDO4oOjONMFiJ1Tx97B0xgah+NEfslEJM5LOTNqInm9XMlLFBZB8BpnWrI63k2jgC+VStb2s2kawYiwtFGx2qyspVyFhTUcAsMQwEl783BwuAHyQo9phBHsO9g1BE+Mcj2ts/hB2t+cFeBpHAfGceTtl2/5x//0n1nW73jz9Zc8v5y5nC9cXs6kecY4xzAGHr5+g3OO53fveHe5MD4+8PbLt3gnyfnTxyfOz2eolYfHR9E8WiPNgGVZVtZlVQ3Ofz8AveeqahwlYQbq+tG0rqQ1UPS1rOrnNi2gpjG47Ti7AorZ7e/IPlPKtg5s8gS6HxtopjQ0NqLZnit75C6+7mGQ6Y/p+XG75UtRNpHkvQbRrRVt1qqtw+JK6Z0QDGxrCbbSuppLYllWQiuYN6H+Khpfec2YaqXrVh3qUkrMy8phHDHO4k3ABIurnjXNGDLOewGbtTvFIgSNnCtxzZQsv/feMwwD1UBcMjkXZbAO+NDA8ZZxSN7fNKkASkwkaxVQcgLeTkHyRudItWKMSL8Io7ZSq4WCOonLuuNsYAjiUFZyESfvXKSNWIvsNWdyXHCA9aa3bDc3TrTktI8OjJFzw7ROBvrjeqxEAwq1pds43efadJNxdAZSkq6YtIqu2vUyc345cz5feH564enjCynJ+i3sVgcl/qtvoZ/j+MngkdVNT/bFojeEaBihE7qrxrfEly1Jbf3IAiLJRUg5dcYGtewqXRlTDdZUdd4acW4gZaPt4APjdMAPBhsK0zSyrgsvzy+6UcYuYHU4jAyDhwxxXYk1642CgkFN5FtAo1qEZm3QgFUXMXFy3dhLPTBtIJLdEvRUjTJX6raw2A08M1ryam1CLXCLJJy+Tuthtd71SS6xRFXQKJFz7A5vpYFHpVJIVCOMos0ZypBLFbyjtYsZMQCiBXE0dFetIUNgPByw3hPVJS7Hgi0iEGmdk0W7aijnRYjcOse6KBVeP3ujYFoNOGutolelIK9rjgEGFTJcVUBcWwuzVKWLtqpdr9duSxy8nEtco45T6TpV0tZQOzBWqThX9y3PGKM6ET5IL68xKtoqIFEzm7INga5NyI4OorZFRCj5pgNRzljVIDE9f+zJV2ux21DZLWBEL0dVanopneHUwaUWGNfbhbCWlqO2jVHnqQ52G/MGSjagy/SkYd+2xvZ9SxgUBO3A2C/laBWjz4BHn8mnO7Aq4yjJkjGJWr2C3wqYa2DQmm96jzwbntITKP36yai0QW/j/mOP+2MfT9ul9A6SX7ZWuT2A9SePHg1tAMX+TD73EubVc37S+/zYi736++7jmGoIxuH8gAmBYAU88sBxgHoQ6GQtMCbAgZ8AC7/+jeE3vx358usjD3cjS3zE2AFTHeLhK8KzFYjq4iUV9yL36B6t0H1t+9kBotd2W8nUz1Bz/6yiNaKMI2v1GpVPxqwHq/uj6kz9FF/Ro7GO6vZPz7Pq86vZZpgURqUC2qujDaCq7d5GOvLa/aNrVe0iag1kbkwgumjtDRC0W9t3g/MpUNYi7puxaF/lmuw1kTDKdtk/ur2UrrFiDrHIZwoG04ROf+bDGsMYAmupFDIpJp7WlWWd+ap+yTgOXC6VlxfHdJw4PRx5fPuFmEJ438dNNBcLLgRCkDaOxgiqOgettdLqra1FKSfWJVJKZfBR12wnAFBftEwHp7Kag3jve4wmblst6ZFzqbYlCQ3vEOCkqpssCkj1sFuTscaUyQowlZTJy8LT+4+M44HiK653khbWdWVZV8bRqw6PONM0w41KixcK5Cqag1acbGqFKTiysyRjRZAbmYup1G7xbDSu89aTjLSut89DBXKmJiNC331vNvIZe4uDtrzs1/i2TjaL11IF6dbYi2nYrak6XqUKa6kVL7OCWE7ZU6a9r+t7gfWeYZpwfmBZV4xBkuxxxHlJIEUWQNgVIaizbFo1CZKqvlrhdPOXJuJOEdHoEDzBe1IWtto0BhHZXVb9CKXnBfPlijW2O2XlLDFGLnXTlTQw5kAZR2mpM6Zr2LQCrQB2CUxljStLWjEOEQI3mSEEnNdwbMn62T2lwDAOGFMJdoufvROwSNpbJFEchoGvvv6SL798yx9+/y3r8Yjz4jos+lGFvCyYw4HDceT+4Z7L+czl+YX5wwcW4O/+7rc4Z7icV56fnlmuM6fpgPOOZYGcMmmV9sRhCHhn+Zf/+B//TdeZv+qjSkvgOi9crzPX68yyqKC/7jPW2u661mQKmhNzvz8+CWVeR1m6HtW9GDI9f+v7cSscFiv7eBcO1a6Am4Dl5g232LDtpVUKkrlIXkutFFMpSYWlk4iDp6g5a2P2m6ahK8XvonPoisVZr3uksHuFeVcILuCttDSD5foys8wr3jvGEDhME2OYCCawrrNo8pRKyhWqyjB4h8URtSOnaqeJMWos5T2rTQyHkWmamNQFMS0rTovxEpJUAax8kJEqFVsLIYxyPuPEOA4YA+sa+1pYa8sNBUAyNAF8OYRUEWidIqWIwHoTSHdW50fNnYSA7m/GNdmYV3GY5jelVFpbtq0N8G+XX695LVRk/WjastY6KTwrMGko/Z7PMatZxsJyXVjmleW6MM8zl2UmLou2Lv/8scqfe/xk8Kj1HbaboahWDXYLRKSFB0EeNV0TMWiD0wqmVDGl/SbHVW4e7aH2zojDV844rT54b7sSfDWoHf3I6e7I6eHAdPLUWvn+2++YppEYV+aSOvskBFF6j0skrvSKm3WuC2pJcKYLg6GzT6jt8Zq0NVHIBoL0G721r0kwU1Xfp9N9rQIoyvBoL977Z4tslJGKjQAFV2RCumkQAKYlq0i7YFK7P3HBE0aR2LYqMppViNqIRa2xRmQ7TJVxtvJ9Z4mhdE5TFTX2GOc5HA7Sf3q5krI6xmgQZIygubmok49pIuBWbyq5oa1pjJ6qVQWh9jZHuVYhagLma4zUS+UwjoRhIIwBVtEBSuvKGuVfSuJyEbxlHALLHMVa12zJTaGSYyXbouclom3QtH+MUrN1AdF2LNMqj62NDOjsu1YFBw38FGCUD61zXbWwWhLXII3dplKbZkmBLjyfSxfiFk0IrTCUrbVvW6F1amoS2I9Gx9QksjPkOmikD2vRf0eTNCnoIFOb59vvWxW5/f6X0LYG7JKh9jPQrlf7Rf/wem8WELtpEfA3tmDtSspSsbalShdTEUeHxrCTJWMHm+kG04HA9rd9jNEf/6fhtq2VbYO8esDTfvVj4MLnUDI935vvXzvz7Z/TBYv/C4/Xr/EZ0OBmEAFjPIMbwCdwAW8twVTGAd4+6sNEKoUIjAb8EQ4JfvUbz+Nbjx8N2MTp4URNUNZMTVlAbylNkWsSXMcUqdgVdkDc/kbZ32vtHmnAjQAbW2tkYxQ2oKjK7/YuZw1s6vfbjx31M9e4za82dntVr31rkbyHaRQkIz3/uYEG/fTNzbT47HvBtt4Y0xPNBry2+2y//rQAuv9880nl+X1E5DaUxwgqpT90hUXZS5vgX91gi1ZcqVUYFjEKS0YqgPkX4VsyX64iuox8LG8tyyqJElUc0WJaWOPMMl9Z1ysPb+6xJpCL6i56addZ1yjsX+NxLtBYpLkUjc2KOMtq0r7GhbgKE+fjx2fevLknhKCtPoVSxc0o614nCbW2/ri239WtIqvTtptg74D5Wg21WN2fhCnS1rAWi6WscZ+ydPO8cP3wkd/90+/57d/9PQyyzuVUSGtUa/WVebH9PGLKrDGRUiXZQukFsiQs9rW1jsv8SV4KXFYZQMYY1fKo6qe6JQ/islpkcSEooFNE/3EH/OMMjU1krFXdEkl1pIK8Yx8Zg3Ge2jwik2rntNYZHRPZjKokEjmKZTxl+yeTh7oISKZVHYz3UmBUsxOQQtw0jRjr+PDxScElS62JMBxIKTOvsyamRTrrnJxSLzrpfK1WRLSNlRg5xaj6lRLTjePAOIlTsehPzqzzzPHuwHSYBDxKwmwbtNUlZ7Xldp7D8cDz8zNAby2rxegyJ+vOMIzMy0Wq+VaYTkZjeGMsPiRKjRhjGcaJNWaOhwmDiqUbS9EWummaKKXwovqZwzjwxdsv+PLLt8LGvz+BMcyLAJeSUFpqyUyHQ3fuzaVg/MDhIPp5pVSW5f/P3p88ybZlaZ7Qb+29T6Oq1t37+udNRCaZWZSQCFIDagBMGDNEhCEDRPgDYMKkBiUCjOEfYMqQOUJJFSIlCAiZkJBkVkllZEWER4Q3r7nXWlU9zW4YrLXPOWb33ufvRUWEP4/y7W7P7JqpHj3t3mt961vfN6iotmibXspJQTMKp9MRJ8Ll5YH9fse//o//47+lGef3cWSYZ6bzyPk0MpwH1TWbNMcJMazFX1sSvHcLeFQs39hKANS4F/sXrDHh8ntbHqvJxHPSg7N2Mb8QIsjb9b9a2VsMsABXK1tf/63rVknWsltlRFImxYk0T0pqmCda75Wk4Sxns0+rGkFpLpycGvAEIGSVCaGYIUCrLcqh7ZjnzDzMjKeRh1zo2xZ37ekue1rXQHKcTycw2ytxniAm3l+0yyVvQDYRh288Xd+z3wu7yz1NaAx0SUznM01jQG1Z44NFQqMoNtA2nbFrOw4XB0SE+fZuA8rp6Q1BGUtSILbR2P4K9DvvrB3Nrywyk3epjMJQhdQLJj+3RiFrLFJqGFRhxXpDrNccBYXWHDzrV1HWmKvSHUW0GJLS0t20xEi2HqjcDqbjKzyNR4anB8rxCeLvHxPxe4NHKeXFgapUMKWIOodbYBxnoRRvPaXadtaF1hDUQCuBDuF8/zXNYYf3V3jN9ClzZB4zU4yMp0iyALjthDYK4zhTEC6ubzieRkYik0wcUqfBSTGniQqCoGyabO1ZpShwkWIy2pxXGl6uoBBUN6rqzua9odsiy82YzF7Q20Ln/Wrd6kxTZhonq0jZbSrLqrxJCOxGFo3KijnlJFPQj6a7tOv2BvSg1TWrxsR51h7SUqwdwAAHBHImo6CS9nZbC0jStjAERb5N90CcThKuQJoipdE6lPfWzz8L4zAS85nT6UwcJjxwcXnBbi9McSY4q7DEpC6zTUPXKHMoo0GwQ3WxYi5Ly1nbNAvS7L1nEqHMEylF5lnBp1rBGk5n5mnEe0/fdwtarxXXTh09qo1uUbR/O6S67tk5U8AvLNe4FG1jFOfIpuFUmT5LYmbfMTCH+iwswJmJqMu6fEnRamt1J1lEeC3JkaKhpQKABuhRKwuqe0SuiZ+lRNmCq5oLbvPeCvTU7xVt3yxsQt1nt2Eb8Rw0MiBNM4cKBNZtuB9N29o4TLSdtgzVRbuuWWIJlj569nwYy6guWDXwAE2C3j2isubsm8XwWea9uQjLglu/fzhDf/eTSgYSIibY/AzY+z4byBsQg/Vk/PYPfgGa/FcYC+iw/OcHvDeAtCCjsjXbQH9oubwWLq8KN3cwzvB4hl9/C29O4A7qYN1dBebgOMaJYR7Y7z0fv/4ntIcbXLMDFyjFk1wAYzV655Fk+ykATh2Nqi5RMaHrGmXUUcGheoj1GrmiyWdlKEjWrNtYn/WaOqN2U15cq+cno36Y/VN0/0gWw1rQa0mg3jubNtnl/Ov7HUKqge4L4OgHX3bZBF0F5MX2Ni+zJA5MUllvNQvWy/vuD9+ry5oVGqQUXOtoJJFJal6FmMOS5/7ukYf7B5q2p+tMOLXYc/47HiLCcB4IIbDve0KrGlpNE3i8fyCliZvXV1xcvkIcPDzdc//2LfHiwFw0Gd7v9+z6Hbt+x+39nek8FHVIdc4YOdkEZFtt0/ceFzw+jMSYON4/cjh07Pd7utCSsjrHFqIyS0LHOA3M86QM16yxTTGGTl1nnKBOZuUFOFeKAfF5uSeKASLZWu2lZJIxn+McGU5nHm7vyaVw++aWzvU0vmM8TzzcPXD79paUZm7vTxSB03nkaYgMcyGLZ54zMdoz4SeKJMVhorL+6p2VSybHtUVkmtRlTrwnlcxcrE0m2tzpQfuhvApbW6sXQdvHxPsFTFoZfoaulWwaIuta0B52xJTJpr1Iiqpr5L32224gYOIMJLQ1ts4Nbn1Azb1JHyIPEsjiyCkyDRMlZ/YXBzUAyZE0TUyOJV5QcoOja4IxOmy9IWtnnDezjlIlKAoh9JSSeLg/cnd3z2eff8o0aVva5dUlN59+iuv3/OVf/BUPb24REQ4XB9qmIabIMA44gf7qkpwLx9OJ4D1913I47Nj16o5UNVKqzqk4tQm/uLxAXFlc+nJSLaOubZVlZ45XhdW0QoSlHahvO/rSEsTjUqHvdwzHQdtGLBZ9fHzk6ds3XHzyCfM8M42jCqCXDLsOEaFrW4ZxZBhGIoXmYs/HH3+EFJjmmafHJ+Zpxjuvxeisrm3DeSQ4r7F9jD+CiOlHOOaBOA2M06jA0Twzx0lF/kMiprJ0c25ZR845ilSZjmqc8IJdUgOxopWnsllWpWrpbAol62e45W95ofNXyBlq0UhQ0oOwdWXTn10TKAlcTqSojnA5bbRR0VjaezMAijO7vqNawqtpkQLuLvQU1LlsTpCzhwRt23P1eg8i9N0O5xpKmii54HDMY0SyMLUTsYn4rqULO6bBLcV+Fbz2Ok8Ejfu9c9ryKeoy2YaW0DR0nZI3QBb5EAfmkraGRikm5mla2IwimhtRdA5zUoEXjQ1C0wFlubY5Z5y4xam0tlSoq3dcWGgOzc2992bwo5+vdTITvJbKQNwCiqJu1U7zXB8CzntycYb9F6qmc6YyyrQIICJaaBDLE3M11UrEONKE7hmApNtbC/BBPD886PpxjR/gtmb2qRVFLIa+GkIaY8QHbfdIpo2w23cLgyU0DanMfPvwln3X0zY9OcI4jcwxqutHzJzPMxdXN0wx0e/2gFOF+s7RND3DMHO4OPDJJ6+4OOyIMXJ3fGIaRpwXpnHECbRNoOTE8XhkHlQEO7jAfn9B2/Z48Tw9nhlOA+PxbG3ugWpl2zRhoUn6UHV4nDloif2sgJFD6eBOhDfTV5ZkB4J0ONcsCXkp1SayLL3/Uqy1ybsl6dpqAaQ4UkqjqvtJA8QY1VUtJ3tYTURMQaiygBvOORUtDAHXNGSsBzVn6z+1wKUoAwNgjiNdoxofMc0KFlE4nwcQzzzPKqQojvM4MH8z0vUNH91c67VPGtz3Xcuu7zifjuSU9fzpwVFKITjPMJ0VwU2ZqRScqy55OnGchzOPjw8457g87DmfzuCg3+3o2sA0esZxtGrQTNftjHKv4FGM2VxCAqEJFgzrUPcUrdrVRSLb+S1FnWnIeWnxc1jbWjVALlAmZV9VnQBnYGKpbJxivc/WApeqPpP+ESk1uNYEqSQTIs0G6hGM7j+vWmLWHrcsYbUS/ywRfAEe1S+7d4sIjhc2yxVc2rzHvZjc3tVC+gGgxt/i+J/9j/+X/O/+D/8hH3/yWqukwjJx1yBiabv7wHiGB33H8S2U5Bd/e1fHRZYE/52xJB3a7jAbLXcLNmVJ4PzGFK2CAKtmzMvr/lsXo2fI2nv+9vL97ruADfu7Runf/bo63mEdyXv+/gU5OGUDHTzhy57P9zv21x1vf/kLnDvzNBRiDx/3sEtQekei8JM//ojPP7+mDYnz4zdc3ey5ufkM53vIgRwdSVBxXedph6LnVUQTMe/e3af67/ddxzq8QPZQHVtq7phrsFlp13YvloyLMzk0ZCkrkwPRl1eh6QpUUr9enKuFhagvVVbvd18zoSa5vHOLvg/kfOYSUoqdDmPbSmVvrFwgPQRtbfIVvC/WSueU5Sd2D88lqiVwzqSSwDd4L5RYe/+VPVWfxWmONEEZITknBGialtPxzNPTwPVNq3NwCFr9+xFQj778/HN+GX/NcDozDgPh4sDnn33Kn//iF5ynBF/B67s7PvviNa8/vsGL8Fd/+Rdc3lwRukuCb7kPD1qM6Xo+/uSTJYmKSQGREAJN0HhkmmaTCRCCDzSNtgbMwx3n84hznr5vEVF2bNs0xh7Ny/WPUbVH1JxD9JoYyFJyoWnNrVBEzT8WdH6bgOn6VnWQTJAH54qZQyTmeeDp8ZHf/PKJ08WJ3vccdhdQNNkIPjDFSQt+bVCWjc8QzYkPwVTLNClBXYgQoel7rbaLEOe0sBjmZCr7i+4hFe7imah1iigo1RigU/QxtrVFgsM3zlrknzPvLAgGb0KqptkyO0cU9FxMkz20wRjj9Vjyuo2m1X0NqtPDHCHY/tgup5QZB9MXOp2AQhO0tUMBnoibvU0piTifl+S4aTqNXUteQEIvgvMwRRjHiY8/+QiAYdSWomkc7b1BLb6tjabve17d3DCPE59+/inBOb7++mtOxyNN23B9c2naUpHWez7+5CNE4OuvvuZ4OnHY9YsOkHONvtaSzhA8H3/8Ec4LcZ45AzknDpcXtF1jRWNt7ZmmGeeNLZIK9/f3OOfZ73fqZHhxocyheaZtGq4vrgjZ8Yt/8ws4TfzDn/2MX/zJn/HtV18TivD66hVTVjmJftdzPJ60LRKh3fXcvHrF+XQil8Tj45M+jz4wTxNN29K2jQJxaI40DuPiAvWHsRnO43cdu6sLLl/fsLs48HQaTLctW4dEXYt0XdVODmdt4qJO2O+LgT5UxCqsoE+tyZZk65xQyhpr6fdV062OJb5k6S1Yfv8cwBIFneNMzhrzSVHdMm1kEIangafjkVfXV5prpGomlGn3DU3XAY6UEvM4E+OsgA86Z4Mw5oGmSTRe+OT1JTlHxidht99xeXGg71pyKfShJ+0P1kLqSVHze+e0E8RbcSulBFLwTTDNIDHtqU7B2pKZZ0cxCZG11ikqCm7RTSmFw2GvgJrNRd98/Q2IME+qywSKp3ufmadoPiNC8C1OtOOGkvDi8KHVvwWP32pfieXYYLI6VXKAZf9eJEvLj2pOEdTxvMxWcNAGZ3F7ShnVHT0oTiAxkpNiGFAsvy/WEZOWewY2JkWygp41/yrvu2d/D8b3Zx7lKgBWH+KXiZYGL5r76kPmnKNtG+akNqYxT8w58ZTPhKeOXQ9znEnR1PJ9y/7QELOezJysH903xIz2YcakwUBMVgzytn86yah7SLQiUCJOEZLSy5q+UUHmoMKMKamIXtM0IBgdl9VJyruFAl7bq9bUvy7zz6vPjS2oIh7B+nCTBnoUUUewUmhF8EEgF8bphHcNXRfwAaryvJTMdD7iEWbrm5wHFYsuMeKK0vXzXBXfNQhIOTOL0PYtzqljhpOG1gWyCVR7KQTvF9vZHAtN2/Hq6opYlGUWrR82xszF5RXTPHPo9ozjwOPDPW++/obDxYGf/uQfcH1zoe1jXcNh39E2gW+//oaSC4d9B6mQlomfZYGf5khKcdPzjp0Ts+pMWqmJ8wwIbetJk9o+znO085o5nZ7odnuVFEhVewuzJm4JYSOKWa+x5WoVbBBnFOeScSWrK8L24bclwpnkdf2d/ltdPlQ7BQV9bHItOS3fS9FqV63kSqU1Fq3IatW3trOt4qMKKlWKu+WWVIvkypx7Dhy5RWuqCtcbQCTaEyxu7R9n856FjbRMsoasvABLapvnj2FsF+s1yIBayaig2EJHrbl51n/r+vLDDkbku98h9iLnzbLTApTqVlctnkPQuejDAIU+N4pJrJWt77GHm0LLBhyq90J+zzbeByJVEKP+7WWi9H1H3Y5zK+D0nsCuSEsqASlOLagD+J2jvwhMk7DrCz7DhXOk9opJeh5PA5//9BN+8pPXND7yeC989OUnuIcern4KYYcTT5OFJgZAkCDPxbq3YwMAv5d1tPxuBWL0nKb1nDgDgkt4cYz6uWJBDcts8oHzYc+fzl6qt6ZabD/g3H/HeHa53wOWvQRGRTSxT1Q31PzsvhQC4hI5ZCRmRBzZiVbxKTixil0udnrXeKKyARdAP0N1q9PKpTOzCAXPsrWm7w89V1c37HZ7c9dMP5Tz9rcyDh8d+EQ+4ts3b3h6eCKdMxcXe/7BH/+cb779msenE30fuLzY8erVBXPu4G0mS884RYaiQFoIDReHwqefeFwQYlrPmSA0bWAYdG3IlpB452gawYfAxeWB49OJ+7uZU9PQ9a2JBbe6/rqAONWjUIvlWQtUJHIW2jbQNZ21D/iFGZZMaFUlJ5RhVFKmMnEF0YatGK16XEjVfEEczgdOJ9g1M3GOzCESfEPTtewvDhRXiFFo+g7fThQxb75YkOLIyeFCIDRaGJpKgTkzTxNn59i1rZH+VONRvFtEv6HGARqLkJICOVXzjKSq/LbSK1AOoOBQiY5i+hhNaBDviRKJxVGyaCtCiuqQ1zas9t+YOrXTbClZGC4sdvBIZUDKCuKnqIBSqWCTsmZjYbNtPa6Us8XWJg8QGjOE0GRURMA3FJn1GYyOErwWvgpAwkthjjOCMM3zwha/fXvH5eWBL3/yJd9+8y3DMLC/ueH1R6+Y54m+bTkdT4zHI+PpRM4989hDn5hzXO69YvtxOp7ou9ZakXaLxAE547yw61v6fc88DZQE+33Pzc0lbddx++Ytb7+9VQAPGIcz/U7bYVLOhEYLjKdzZn/oiXHieHwkZtUAa/uWQuEv/+IvoW3Y7ffc3t5pwt62hOA43p7543/nn3A633F9eWB48wYP3Ny8ou0abt+ONvXnRah8nqIypkTouo6H+0fmaWbwAw8PD387k83v85gnpqcjT/cP3O12tG3DF1/+BNf2+G4HTQ9NR+j3NM4s3J2juLDE0eKbdXsfKrq8HMv6o68zZbQlHn93yIvwx5gl1laXzMjIB88YMznrc5PmSd0N61ackCYz2omZ6Tzz9HQGgbu3dwRrsa1acX3s2b3aEYIQfI+XgPMB7wJt6BGUgRejtnS2bcv+sIOSefW6xQlM04mH4QEROJ7vCL6hcoJ909D4BicNMRfmmPA+oIbfjqbtCE0AL8YmPGuHRtHOnuACW8OfWt6sEiI5p0X8XARyinbOC7vrS4KIadWlVcsv58VNsRbeg2/wPlBlHFy9VqbuX4tN2HWBd8PZ55mM7qf3jpSxooks4V1194tx4tDudT2bldFIi5pTxGQgns7JjW84H0ftxJkT56eB4/HE6XTi4eHR2nN/S2H292B8f7e1RT2+LN+BZwUnRYHBFU0+dfJtmOKoDJGScF1DTInzoO0Ac4zaCuY9ffC0XYtPIC7iQ0NoWpwP5ALTOCMuIKHh4fGJUhK7XUfM2RhDHU4cU1RRRSmo00FRke2XiHEI2rqWYgDJJK83og+OEJx+b7y1VFXWytrCsuZSpnFEdXUSxCyfS2FlbGWlUNeEXZPLQtd27PpAt2sQMvM8MpRMGlS7KZeigdU0aUCQ4pLMe+8pMVEV/jGV/iwqgDkMAzELbRfod24RWVYXMbGWqEhJM751NC7iUoY043Ph0DQ0+5aUZ8Y4aqW8AX/Rc9EHLq52XF8fuHl1iRPUPWMYENfTX+yJ88yY1kklpcw0zpxPZ453t4igVsLOrEyHQam/QVvR5kmsmiQqvhYjx+kI6CThaxVRLhjHGcq4JDdt19Lt+0V8LZWsullUYXbTEigVIFIUWG2ijRlkVTq/1MwFVwo5FsJGuK9goNVGxLSgvfglR6uE5zWX31b0DfhLcZ1QWR+vBUxaHL8362G9D50lEWJ6RCuou2UXKStKwaMVia/g7/p6lvesn2L3TV1o5cU88DsfspmL1n2r7KEtBVlH4b3aPvaed1g9vDjWukDKOgFWpzYF4grVYVETftvL5e8GdC2JTLFrZodimi+aOysDoy7I7z/2DTD0nadJtjnGh9/zIYDIGCjPAKX3jQ/dFxU0qpOnzYv2Jl30QyClgCRzV0KdMV0H7QHooPUBaS8Ilx9zyi3h7sj++nNy95rJC+0nP2Fse3af/DvQ7G2OMKDUe/13Fdss2L2wOY+1/c+5zbFsTlx2G6Anr392znRM6vWo798+tMJaDdP2xCXOXb4KlcHx3ePdUOh5K9j6t+VS2VtWXNHhQobkFjOJsjjNJbtfQfURdAeX9a9oa1Ode6DqJpiro4/LQS3r57OdLe/7cZnDrJqAAD40NKHR5NcAChEV37y6EnaHHc55a8cW1gnzdzdc8Owv9lzHGSfCMAx8e/8NF9cXXLy+gEY4nQf+/M9/ycPjE3/8j78kzpFMJDStMYeUUTZNkfvHR/p+twAeej9rm3nTNIZrmOtqzkxz1kTDuSUZCo22zs1xJjQ9IsroECvUZQO3xenak3I0PaRouo55uZYiGtOQBY+tmzXpcSzFEdUyUiAsxqjgVIpQMm0Dfd/QtsoGbhutKmv7Agyz4JuWLEIzJ9o5gYNUGosd1T0sZ2O1kcG0aao2ZSUBprhqCiqjx20eEXu+SwWQxOYHWfQkVQepOiKZQ48BQVnYaFwokw4CjANpGnXui5uEtALXwa8sTlCGU+3/WOYjWIX3Tf/LOyR4JDhK9tAEmJNKPLiBeRhgGIjGxlZgG403pK5LTtvbMuSkzAK7qLaL+vlVt6qK6s5JRWFdCMxz4nQ807YN4zhxevqKtmvZXVwQ2lZFtM8Dp65F7bdVH2SeZ8Zh5Pj0xKuba9VBk8r6KObYGzle7ml3HSLKqCpo4dNbAZKC6RepcPjXv/qKFBPSeOI803UdbdtyPg88PDzSdS2Hw56npyN/8m/+DQBjHDi8viJ0nsenB4bzSffVO/rdHmWjR30mvKPrW66vL+m7DsmF0/FIGxS8aHzgcLlfLnPX94seSoyJ0+n0NzCz/D0c08R8PHJ8euJp13M+nRbAsjL8coHiW2IRcnHWYWGxqk33i/7lRqNwjZ02dFSLmZ/lhV7b1ZeCLeu65KT6ua0kAhFR4GpbvETztaoNvCSMoNIUFBpzBojTzHA8cno6cno8U3KkDYFZTDqiqBlSjCdG37Hf9fSdkhp6r61m3jUITluX42wC02ojX3Jmt9sRk2rIjeMAQHaeWIRgQtnilMXlvKNBKOJp+5bZjiOEgGucAVQT57POu3o2hKbVIkSOa8witv91HdYihcbJyUTCRQTpZL1upVjYZdCQ6Lqm2mnRZGc0xynL+dRrWTWWvDOtoRq/1dvAil1LqFxbFlGQqKD5abFY3Fn8XoDQmHZbqR0qmRKLtiQWK8J7B9YhtF5z3Sfdlq5Pt2/f8qu7rznfviU/PWpr9O/h+N7g0cvxvEC5BscKyqhLSNNou1VOmXmayZK1fS0V7WVtMjFBzvqgZJsQ5pQoeFJxeLy2fgEq5qg2gm/e3HJ8euDq6oLj05EUI9eXB3b7HRl9aLwFMVKwhV77m72fweu+Nm1gHFUfoFbig7d2JhMiVMFrU2yoCYhF3/qTJa6W9FdMcREnpSbj7nk8UExDoAnsDjv2+46cZzhn5tkTMcApZ2LVNdhMaliSv/R6F1V+902tUavLWJkmkJGmCYbYg54AEOslrur9wWubW3CKBDsHQTLOFdp9xxAVdNv3nS2sAW8Vd994XOPJWYGgyniJOa4C1ikzJxW+JGNuckobzVHd3FLCel4dhaAsDd8RmoZYZnJWBN9t+lwzrdEVC14cJThc0+CbhtAERJTamQ3EWoCeop8lqAsCglJZFfWzQBCtsG+qj1pF1d+VVEyg1YGzxEtQFL1EpaYaG6qyhCoIU7IykWpLWmXGVEyrCrMhiWIgRIUe6iTqxdhHlvBVoGhh0FlwW6+Hs3Mkbv1aBeDr7zYAyhZYsnMgCOfzwH/yn/6n/Af/m//tX3ca+RsbK4axRdjKAooti/cmda3Pq943ykvT4x5BugVfsod7g8/Uc2DbKXW7pqpUljdu/m65gFv3ZwHibNEr9lGbHbQPXP9dt1MDpOcg1weAnDpf1Y3kenpeBlPfAwha5vtlR14uBt89tgyml7ttCUsWTzZWVrFkLpEpHkIvuPaa0lxSXE978REX7QU3HwnXN58S2gPFm+5YaKC5NPFZS86q+9E2KVv2oaIq8ny/ngFp7ztX9WdjLEhBXVo2v3umEKN8RbUKqomancvNNfwwcFTBxrJcj1Les48vDjDDUrTY4mELECR2S9RLWmSJgWrwrWLZVunDaTC4LP+6gWdQWdUqeHEsxY5vrfo+B9fEmS5UBdnt03NBWR32WRR1gOltR1KJ9lHywdv573I8PDwRvKPf7TSw9Y67t3fIUeOk2tY1TZHjceDx7szF/pqUZvJ8hnmkOpu67Hl8fCLlQhPaZf1XwCjTth7feCQLKSdNOswlVcScqKxFKaZIEHWkc84pYyempWDgnDOgLkFUZ9yYEsEccwELiuujs7J59J9aUdf2IS1uJfteUkLQWGO3b/noo5ar6wt2e9V1CkHd5Jw3Z7CnGRccLurj67y24wc80wzVGbEyYauzWsmqIbLoT+byzK2UbCLTNcEw4dNnjMz6YMjm+Vymu2Jt7YnolW2OtdGUqou0BYwqqAQK9KB/l74H77VdU1DQqWnWudIKTDinukygwJdzauJQ2+1EoG2JOcM8EacJZitA1hiEqi1kc3/WltKcxNz2NAGqh+ps/atSCmIuvqfTQNseCd5zOKgIdIyRw35PTpGmbamW19MwEudoOp4KwozWBvf0pLb2c21VNbdeysbCfFRR4WLMbASSCMHiJXGmLyOijnAxknJmOo2q3RKCbitGzucz3orG8zQx5EzXtdzcXHNxecEvfvELjsejSjN4R7/vuTgcGKezFr2fjtx89JrLywvatuX+7T2CxsqqtWb5g3Mcn45c7HbklLWNcBhI08Qcfv9ZB3/zo8A8E8eB8/nE6XTmeDwyjiNd19M0ycCDSGlbauuaMvqL1hjsuV4MZ9gAw0vIsjn3L5b5Bb+1QlIpS6QOVHDi2eZs7VyLtJq3qDi2RoMKqDugOG3lEnE4AjSB6C1mR/OqcVAmYK176PIujAhNQecWqkau5ngl63zqnKN4NUNQTVwtYo3jaF0c1QzB4xoDwL2YrikgheK1UyX4Qgg7+yzVG/OtmlYN40jKCV+8dnaIimYr0SGtjtqA9zqftl2LuEJMszrHzdp2p6LXesw6/xR8EVvrN4wwJ+DVGCrGSNu2eo6kGlMVi9eL2d9gc6edRakWXvZSi/fE4sKU18+q8U+9F2rnQhXDzqYFV/N7NR7wBvSpsLm65TmcpCWncgYIztPMMI/keVY26Y+mAP/DxvcGj9Ruty6eNWitCOy62Kp1rglMB78GMCnpjT5bK1Q2yrt4bTUXR8rCOCVO51EZRq6Q8RSnTlzFeW3xyJlpnMhRF4ynpyemaeTysNPP9wHx0ARvaGHBWXCdYmKWiRJUrb06pCkqaO5wIeCtrxFY7LxVT2UVyAb0hi21PSkvkwnAmhjae8Ssd5eqsl2E4Gha1eXRVjq/JL0aZNePEhaXjcJSoVlYR2g7WNMEcEK0fcpF1MVsmmhtcfZejzcJ+JxwUZ1SFPQLVvQVcwWYtYK635HOiYCnbRuaVtvsKJk4TXipYp3CNE4WKKrodDLwREEuDVi7trMArIInVY1fJx9VyQ80bYtvWlwIymojgIgp6wecd6SiWk5SsoqnNQ0S/HK+nDgFzbKoI4+xjmrVvM4qpdpCV+e6lI2SWox5pJNKKOacVxkLoEvE8lwIFJ0cSsqLjlFlktSAVyw51utnDKhNxaOYfhiuVvB1X2ubnLMFy62QkumL1NaoCiQ58LrA+ZS10mDA0jN2kq/C75UZp/dcdc5bKiwiTNPI//2f/bPvO4X8HQ5Z/2vPZ22HWVvX6h/1HSro6vGlgEwU2uWM6mnfzHObKhPLdt6zANgzXtsSX4LHdd8sPl8ChvclvRWkL4Zoiay7/72S5C1AU17s74cAoO8ChUr57td83wVxScrWkYoQSwU5I8kVUtuS+z0SHM3uNdLeQPb4ds/+4oamu8TvbsC3ev97h/gAflLx2woeLRfA9rsmZdtz9BLceu9+b39YygUKGi1sBmMw8PLc6PvEhZXRQOaZXpFdonpvrJ+1RrzFGGl2IFQwsPBy3/XeLUU1Tcr7Ltn7wLx1ZxdolM3tU58Bh3/29+8zVh0lXrxno6vktoURBci0mqp/L2hBQETtv7XSGy1o/WvXxf5Gx1e/+prDxUGdaJynaTpjOyeNYXJWN1rb/9s3j9zcXLMLKsIbzdElSIMUx/B0j+SJ3PUWp3imPOOTx4dLZWB7h8uOKJE8KwM550TTmmtRyaqX4VQ7pmkajQVKsbYtI9OIBwfO6+9zms1waGVNV80QxWZs7RKNN1QU1vQnjFmrRRttrWjahv3ljldj5HC4oOs7mr5Vq2ljhaYcGaeGKU5kE5MOrjrbes5B749U9QBFTNAajTuiVuFVSoBlHQZM18haR61qTKlMxHovZ2UpVtmCrGt5LgVipMwRtFyJK+3ajha8nsu86j1hGoeAgj8WC0rbKBCUrF3NN8qO3ALtdRspWQCi+wSmETbNkAvu0FNEmIeRdD5bKy3a+mFSD5rkonEHmtylpIm5IIhTjSQ9XtXeA93d6np0Pp3pupbXr1/xxRefcfPJx9ze3tGEwDicGaeZeRo17vLVfEA1moZhJDRe9UaHEe8d4zAZ+NdaXG6JeFTmwzxpC15Omty2pV0kK4IPi8yEFkgVdByHUZlKbUtoAsEHbcmcNWlV1zbouo7XH33E9c0Vf/b/+HNtsTR5i92u4+NPXvObX/+KnBLn85kvvviM66srTsczp8cne4b9IgqMoKyZaSY2DaenJ722FNI0M86/f85KfycjRvIwMp7UmGcc1dJ81++Ym4ZmCszTTNsmy4/Cmn8tTqombl0qJvwCIVoAJan/1xxABDH342VtYv1ZKEthhfXb8zhwAZGUnemoAJK1WImYHqrg8UjXkuaevEt4EVofuEtZ72c0lFCMu0DQ/LBpWpwLWmg3JgwkHI6msfnH1tQQdL4fbZ1RskSrz4TkRccICrEkUkkkUWYgvlBkVv0fZ/FJLriirNaUV/kOlyHm2ebassmPxbblaPsVwE0mVYIUfHAm16HXzSFLfKHXFURW6QnnnLaW6dVZ8pGFJZZVvW1BryxuV8hihfwqu0goiOWE6/WzbaLzvaPK8TwHjipAVYv1ughmZSPV1jqZ11y+aJHn78v43hFW8J64BHwr8KEXd9PugiZJoW2shWyym0qv5TQnW7AcBYd4q8LimCNM88j5NNCYA0Mqupj2nafterqmYxxHvLvGiQIFOWfO54E3b285PT2RYiQ0JnIdggI/1UWpWHtQhuJ10q+3lHOyaiL5qrmw0uKcDxqomiinsPaQl2QwmtQWGbfcYN552qDtd1LE3D50MalxSkqJ2R6qWqGrwqZ1mz4oQJIyFFN8jykvN2R9XQgtrnF0hnRMc2GcMtOkvdmNaLCqSLuQvSM12h4wz6M+UALegrQYFT0PwdN4KOJogtcgdUFoi7VfqbjmeD5rK1rONlmk5cHLSV1ZQtsxTePSrtUEFV4U3zLPI+M4gajeQzCb15wzvpgDng8LeLRr1Ea1updUvYWcE3EuJHleia7MGqmQaNGFphj1U2wiICdKUvc3pchq5XOatNLkgok7egdSLZCxPDJCisZEScvClDcxoSu6j1IK4qrGkSVptQWOtU2EzfcaCNoPm4Vy813qIqmvq+0lFUhZF7ttzijL3yt49KwFbgGQvu/s8bc/vv36LYeLPV2/dV2TdQGiWELkVJz3RcvayiMSqiOWPGtpsL8+A0s+fA70uS7GHCzL+arsrWfJ9m85jysDRWzb62cLZemwWpGGunLa614CRQt4VL7/NfwQGPQhkOX7gEfb+zSvJ6I6XXiXaLpMnjvk6mOyUxME5zva0BNcICfVo2tDh3QX4HuWapNz4B9ALqgg8vLdbfY7l7VN5J19W/7z7jHJix9KeQ4ALc9mRt2Tttfb2fzCBjypCavj2YWxe1XfWiuVTt2lCpu7Sa/7+0/9d18Ph1tgpzXIWltIlqC6VnV/8LO/Bnm5VgntsxYodwF11/lF5z23aIbFWY/ZiYluT5GSnTKHRcixGkn4FwDv72b85i+/ZnfVs9v3ul55x9X1NefzkfFxJM6ZpvE4r3oZ9w+PPNw/8kc//UiP03tC09CGQAam01vGuYF+R7/fE/oOvCcXzzi2dF1j7qTO1m9R1keKy/2oLKDIPAuxicpW9lqOSKbPlzJ4ETD9Ru803nHG2JYCJc9MKVlhRtvFnN0n8zCSc7KYyhlrQKvOgK7rjUf2PYeLzH63x7WNsl7suldmcWgCD08PjOMIJdMERykO8Z7GJ6aqFWhSBcq0VWejyvop4p65oAEWvLIyjmqbg5lkULJRnRzUIlVMqkuUs2qYpAgkioEvNGEBm5Y1Aiw+0hiJUpRZFMLKIEL0PaECylmZid4ZeFNgHCDPgCbN+hlCOWl7GiHQ9h2CYz4+EI9P0O+W+V7lADxN19C2YZnPSk4UKaSkbSQOMaa9ME6zipSLylBU8HGeZ0oqXF9f8/M/+hmf/fSnfP3V19zf3/PrX/6S89OJOKvO1W7Xa8sKMM4z59OJEJwCmGh8PA4jFOg6fQ7Ee0JoSFljwxiVrRTnGe8dIYTFuaxpW8I0qXB82yztbAooJ9om8NFHr7m5ueabr7/lV7/6NZRiLBEVGr66ukIQZdulrGCTmam0bUvTNsRZHZ6aEMgpq1B2zgzzwM3F5TJXDeczD/f3vLq+JufC3ds7jo+PGmTGmeObb/8WZ5zf1+FUR2yciIM62nnnmKdZtU3nyBxmpnGibfUeaEKjzFQDsBe8gOrkWduptzGQxcFL7Ay1hTzHygKxd5favgbYZ1Q2zEIQcNtCSF0bxToC0G4GWJguUKyDBd3/3Y7We/Jhz7xXhp0UsYIzNmekpXUr+AbnAiVHZadW7TuERbsNNYzq+p7j6YnKyKzzvHOOOSZCq/kuTrs+5pgpMZHF4zykfKK6EucI86ShjLfigbP4s7ppquC0FZm9qJttjVZFc9w0a+eIONUH7vsOkrpRV8ZSto6QhcW8hLKW39bCUGEpkIPmhsk0Y2u7WQ2cdBMZwVNqUc/OSzFmbiVtVGJIsk4lRPApbELq5/eaULsJnMmrKHk1mV4gxkjNWTV+1zXhb+K5+d2N7w0eOSf4sqGS2U2q+IQgEpZkc6kalLxQ5rzXBHsWWVjs05RA9PfOeWLKPD2d6fZ7DheXqloeAk3T0B/2XOz2XF1fcTqeyPmSnGdDp/Uzvv32DeNwxju1AS1ZmSNN42i810qaBcApa1JfXNKwu1afnShDwztSMovZlMlSEO/wRFIJeNBgxCm9sToDe+cITnvpxazZgw/0favVULP0S7FW6dSK8XwaiNNIzpk5TipibROi80LBWBF28+aIUfgUtV0RUAW0PIGuabRvNRaejpPqH6WIxOpmovaFjQEzlKLncxxpm4bdbseu74hGM57Gydr/EvNwYh5UsPvi9RW7nbKIpmFgGM+cT6dluzEl0hxNvb5WIbNOkrnqBNkxBF38UwqIzGoN2fc6GaSESw1NSDoRBhXNE+fo+k4DG+uRBp3U05zAaQDpfVhzsk1cp2CWfv6y+JSi9EoTncwWMArFJixNvH0FUpwytypYASB5ZRHVUXuk66yYi06+leJaEXddETJK41y1AGAFNdwGwCmoDIsi9BhN0i29tpWlrpOkArtbsWzbOwQTE64NdgXUgUCT1Qp+PFt8fwTjf/2/+t/zv/gP/uf8e//+P13P08LmFxbr5np+N8M5tfx2yAIiVsp9qW9677GuSfD7Rn1vMXZLBfAqsFQW0LeyU97d0tqiWiGnRHnmqGXsk2dv3exvec++b1fk77qEPwQA2qwJP3hYkloRzAsuIXwDPkH5mJ3rCa4n+N8wD080vqdvDgTf4VyH6y6hvdYvaQ2QKQv4rij5B5hHdZ8LGLr3HNSqr63nMaF6I+87BvEsi1tNHF1A37Q9PwJ4GBM0QXXIUma91MWSN6+BVt1XsYT22eca+mRr87r9733y7fi1co6DXKJSyalgUX2lPUcfuMwvUvN3/qj6SLpeLYLxNo+mkmwNCpQyswCtUiuRup9q05spVM2ZQp6UTi6i2oYEa61LP47o7PwwcH5QrYlu1/LxF6/0eIqzRLzq4GgrzjxN/Ml/ccfhYs/N69e8en1gf3FJpvD07Vecx8hpmGhPA7vDnqvrG/qLHXm6Y6KB3C7t3E3rcE1LUxoebh9Ik15XLY6ZrkxU7UjnHBKVnp9KIaFuM8mcfJqmpWm1JS7N6rw1Tyo8rLqCUDXoc85kcywLph2ZZkcsUdegHCEnRAKvXn/EfncFpUUI5KJr6ZQmzsMTD48PTLO6kwVru1cSTaZvPfM4gjkXpQWcEqQJFJdXIKigYEzaPEPbR8YKYM/YgBlINSHypuEkugNpZmlHLVEtyqKHtoW2088i2DxkH5SLCXMnFb9ugtmM29+dU2CpglYFa21g1Wqr8Z6BPCU0EGpLXDEgLUGO5upWXeYcsusRGpaFS7C5w9alZepz9jvh8eGJpuu4eXXDOM28fXtL27b0u56r6xvatiOnRGgaHu8eNbarrY0o0BsLPD4e7XwJ6k6cl6m2bRrEO3b7vT7jKRLnyTRR1eJeAaZM3x+4uDzw8PBI0zTkpDFsE4K5JGucv9vvcN5zc3PDRx9/xOuPXxFj5K/+6pfM86wA1KzPwtXVBV9/9Q3DcCaezlx89in7wwHvPafzmXmKnE4nQuOW3CZWJl3K9F1HLoU0x2Vdn6eZi8sLFd/uW+ZpJi7P+h/G85H1mel7fNdxfXXJ1fU1+8PegLygQskYCJESIUwqWP+y8GPD4J1ni5IQl7gWLPaSBhFhNp24Ja6ruS5YLFiefWmupaCFxv1mXFQypajuLrmKZNcWtkw1vRGnhlJt8JSUmJuG1+fXzOOkJkiptm5Gyk5lO5wxS6Eh5UKaorWEZnzQFs9SMqVvCW3L1dWlgm/TSJxmTuPIHBNt2+Bbj8saG9UZ0ZmFvBNvRX3W0MXayfbOivM5IbFQsiP6NbHaxtcFjSfimK12V8kiOr+WnOjahtJ4pmFWDTt7YxWWFiem1QuIp20DyYwMVG5Pt5WNEeS8tm8Xr3NrLVhVUFF37HncV0HzugxQMABPW7YrQFQ14BIsIGAlikDW2NwF5nHkfNbWXL2nLCfBsYQlObIki7+H4wcIZuv3lzTAhar5YlSWyDQpZa5pW5qupw0NcYqUIpyOk7JYWgitELMyZF59csn+4pLT8UxKkXGYcX6i8S05FaZx5uHpntPpkdPpzO233zLPI10T2B8u2PUdbaPCmmkeaZuW1mulJRvKqUwP6+UsHjG2j9idq2hqoro4SCpqnuGdVe682cMq06bUSScX1WI1VlX20IWGXdfjm8YeyETyqEZDTsQ8cR4mBqefLdvZzokG9kVFAhf5DFFAS/fZLSBezqgVaVGl+g51QMOpRkIFK+KsFZ1gTKuu6ygFUpqJ1qOtbiyqP1CrPs43FLSntpRM1+y1P9apGOjp6ZHj46P2KvcdwbdLABqjCd+lwhwjPivy3ZqrSC7C4/2DHpNzC+Co10NBGQX6VCzRGzVy0dTKOjHXySsjkKs4NKQKfkiNFQt5mTbzkks7UQp/pdrroj8rhbskvJjAWq7YtgKI4rwen23blSq8vT4TkiuIsS5CKWeU91VZR7ojgrw3T63bqp/9kgW0Fe9bgkzeZQ6tCdzmteIWAGr7OfpZwcAj1T1QF6kfz6jAm4Adi52jBeDQ/6xQmQFs1WOjAmKVbfEdH/S+v65Mrc3FKOBcQ4yTQgZh0/KKttGWYK6RUlam43s/VgX93IY1I7Z4vQsQbbKi92AJW1HD9x2fgi8vWTQvhnt+73w/sMkq3gnWwG4FyNaFpoGyXxM62eH9NdIGdRtpLgi+g/4CwiWEA/grFrvrbA6eS4akbFC2z0qBVdCad4Gjei62++YNTHomSrA9PqdJYcprkiphTU6X1yvUsghzlhfn11gSHwRo5V0doe8zRDqqTs4aRz3Xq/luIPA5g/NZFbZArdDWXxS8VRS1ELO8r1K/C88+u7KP3Ga+0v3W78oo9eZwo8UIZwwMfYnptZTy3c/w39H4+CefAKhFt4Etv/yzr56BFuIgpkRMIzc3F+z3B15fH3h4eOAv/+orfvWbb3n16jVffPkZTbNnGk/M88zxOPLm9oHmq7d89MnHfPzZa6ZTJvdC0wAkhmnEhR1t09AfdgxBmOeZuYDq6c3a/u8tMLa1p/EeCMwlksRaziwwr9exFhLiFElz0gSvs3YFJwhrK08bPLlpmOeJmBKuRIRka3mjldqoBT3nqmitgqhqbNLgIsyTFp5cVp2Z8TgqUJGrELbqnYmvDNMXFyS9mF9NzxIw4Kg6mm7emGYYR2LZtKFRA7EXo25DioJIWV48TwZkTZP5UruVjZSSglJ+w460e3kF+wUaj+s6Qm9i500iOQ/zTHEN8/mkOJLvbI4rMI3QevIctP2vg4JqXul8EMnJaTHVhF1DUMbfNI3qaFes9a0ULq6u+enPf8Zpmvi//Ef/V379y1+TUuKf/tN/l9cfv+abr78iTrMROpWlE1PkJ198puz5aPomvkGc4/rmis+/+JzzmDidzszjrK7CtuZNw8TpdKKUTAiOkm+saCf4RlvQno5HEFncmKZx4tXrG2Ka+eo3v+Hbr7/hV7/6Dbe//jXd5RWItqzt93t88Hz99dfEOMPjA+HTj7m6VgBjOJ25fXvL6fjEZ19+pkm8iHUClEVqwpXCPGoBWFlPCipRYH84MDUT52kkvnvX/GGAUlvOJ1II3H57y+PDo4KJzrpIrFA8zzMXFwfmNFqRzy0s/QpeuKWS8W78s9W2KUScT0vBsGQT5t5oyzrnnq1zUNejD68xrVOXydnEoVWvK2rLrklUuNCpA6K5lfrGc3lzQzJWH8A8TjzdP9JcX9E0rbaa+QZxunbOoq3cMY0wFIZhtJhC9YWRTluvgsejOUmZI+M4MKWZpg/0fUfoGvp+R20FO5/1WdMzKEhxa3FVvC4TNi85YIeQxRHHgTRGZLejNB3kZOw+NbVagG2bSyYKbWO6whZ/VykZ79wKDJqsSc0FS9G8Splfa6tb4xva3jOWGjfY5S9iRrjW8ujt9+JozFBARKzTOC8GASaxpkW8jU5sfX1eRLc1LlT9OAX8pnkipcTT0xN3dw+8fXPH7e0t/+XX/yXTr34N0/mvFcP9WMYPYh5B1diBGqTVQ68idzXxmsYJ5xz9Th0QFrHnXHA+kKI+pDFHxpiR86SVER+YUuE0TPT7nbqvhQAp8vbtHb/6q18yTzPj/Egh0oTA9asb4jxzf3tL1wRCqyyfMk1cXFzhcTixqkBJ2n4kmrD1XavW9KwtajkXcCZUXBkpRQM8Z8l9yiaI5daWPVAXiewyzqsocXCetu3oDx0hNMRJUeapFDIbW+fCAkAVe4iqUwW5aOJOVue4puBFz2mO87OEs/b/FolM80wYJ0KjD+R+tyPGpJXDnCiz3vJN09C2LdM00fU7eswSORdOpxPn04nzMLHre9I8WnCvtPKSEsf7B4bjk7KWzmeGYVDxMwrFK1iXTLAxpWKuABHvVXTb+UZzxHlmHCdSSbRdT2haKGp7qg+q3WtiDmf2u5QLzCq4KOacVjOchdFUEWwxNhdrG4VtVUFAyhJMZrtn09KaWDUciuXWDhcdIpEigit5QboLqkMlZaVtrhfJkqRS0fJsaHRNCOXZereAQxUIWvDbbQtZ1TeS5XXOJt+FdEF9nf7ebdkY+kH2e0uQ4dn21x16AVD9SEYx8cTi9T4oWRYxdONLLa9dGVR10VrBn/V5/q7PgnczkwoJvDtW/KrYfcYiol7352UgUsi64FWGkpMXwNF6nd7ZOZuLlx3agiELwPaeHdyOLZC1vQe2yVD9nAokLfa2nr/WWACkBkoHqVDyTMo7cAckBFzYIe0B/A7aK/3uO/tMa/XwVghwRbPzrXvRVjQTeX5sdR++qyJUHdJeju3lq8nfFtjbAkgbAYWycXuUZwwpFXH/64Ag1YJXxAoZy/V4vt/b6qpWzpR96JyQ87Tsu7Z41PB8efMP3q/37+zzVoDtbtbP9N7hXUuc6p9ruJbtFnSb9xfVtfsRBGaffPIR0zQz77UVehxGfvNXv1lfUBSrKEkTjePTmb5tGHc9Nx99wmtLXGJM/MUvfsW/+9/6J+x2FwzDwHkYeDqdeHN7x+N54IuffknX90zzzOk8UIrqOp6fjrQ317Sttj7UApKgtsvTNHGcRnZ9T9f1FODp6YlhGLT6S9a4JmuFO3ihCep8JSLM42x6OUrT9w6a1pzGlgRE29RCaNRcopj+nz0iRVT81dX5MedFkyY4p+5EyZGKCi/nCERoCtaMoHV9xGLV2n723tnYRnU5yxlSnccCBKeA0fb+mUZl9iyA+ge2a+s0zkHXwHleAadSgWxRkGieITS6H2AAUlTAyYm1tHkDn5MCTgDe4ZuggJrziIsaA4nZXceorXVVQ6kKgiOIy6Q4MZ1mvFdWv8YdKtCdS9EpU1T78zzOnIdBBb3FcXw6UTKM08yvf/O16ivFSNs23N+f9Z58OgJC12nhMDSBf/xP/hHffv0VOWdefXRD17ZM40jfBl5f3/CTn3zB2zsVSZ4mTYDbNnBz85pM5ptvvqYxKYqUtD2luiGNUe+/7DwxVuYHdF2LiHB8OvL227fGspvx+70K944Tfdvgg2McRh4fn7i+ecXDeSSLsty6puEpPnI+n6HA5eWFtoIaG09E9aLqlZ1GbbPyvlmAcMASVCF17R/Aow+NnGAayacjp8c7Hm7fsutaXNFcqgkNXdepW+McEWf6bALFO1terShR4zlY5iBYVlyWopUUcrJcIW/ifovNalz4PpLE9t8aYjmcK+QsBAEM0MoCmYxkZXIWtEVrTlUXVr8q6NiYvpqIkA47/NUeZ4w6ZeWBSKEVNZJKXaajMJ5VDqVtGy6uLrm6vuTu7S3eCX3fE/qOpmlomlbztGmw1rfE3u3p250V6/MiPK9ZgxnqIJU0hSvVKKggom2743RCpKgWbom4ZAB7mQg+MGYDgTYFXFDdwuqeaEormqP5dU2vDfV64p/fNjW3WbZaNFZRjWJrZy+RIsWKTNqFFIytmDPEaDGYaAtfNBf4ymSqH62w+gruSxaeHVEFHlMxwkRknpN+RWWAppyf3ZO/r+P7C2abKO822NSicP3Zej2dikPXCrtLTi9cLCR7ULItUvp6bwGzW+yBlYIX2B32iop61ee5uDjw9NjweP9EiyNjThJxXhLm4/FMnCP7Xc+u7wlNx+vrS6QUjo+PnE/q1ODAXBcamhTXY8qryHTthUTW+vUiwGXnpWRz6bKFIogsmkohNDShpW0CvQmVzeKZhhFhIpe0uqfJs2KkgkdNSzF7z4LlQT6oL5Rz+JzVJYW4gHrLZCem35MSyAwSlKnj9VNyTMQ8Q8nax92oFaK2mkGKM6Op4g/DQM6FNngkY7pKZpWaIsfHWiHSxTmnpDlgysxMChSmbC2Pqt6vSb4jxgJpojrh5UVcEmUspWJi5pt2qpoAWrvPMocvgMb7M3+3oR7KxhLW3koxCqpWz1fLdmcBWMYbdlRpqnmpVEgpSztFRezZXJNiQVkxsEj7qav4GmtlsWhiVBO/lWG0xH8LELJlEFVQ6Tm7yG3AkPXcPNMsWsAm3gWIlsR687sfIWhUh+IX2QTJbbGpFwDZnMvn5w/Wly7uQWmkOLWMriegXkd4CR6tYNMyTyw/1Jc8DzRKURZgdczbvm4570WFF+t7RbSqrn3U6z49uxyb/autmNvfr29ahRXZYikfGvWDymabIqx2uGIL4vfZ2Ha79p/t+RSBEqD0dj4SyB4JESedMg18C92lMo/oQVorQ/llXkCK4knFr/u4BYvq/pdlR949V993bIoA63e3nufnB7x94+ZPm/1CNufmw/tTiiwa6LYMbuYClu3Ufv8qnPnsnhHR6mfR4Kren8+BJdv1sh5Bke/et/fv8Mv9Xx1EfRUlptjcvwZYVRhcrGQoYHR2j1vomesc6AP8GLK08zSbQ5buW2gCNx/fMJwH5nnWtmo7zJwK52NkGhLTHNkfBvpdr0mwc0wxcn+vbk9F1EAki2NOwjBNZOA8DMyz6TSYDpQPjnEcaUyH0lNdgczhMyWcb5mmmXFS0KTeJ0mtT0k4bcEvI7gGvEoBBEvapqJrZk6Z4jxd45fEOs6R2cRdtaWosSIWgDN9CAPWa7JQyuL+5ZYWbHClIDkp2JMAE1stUav6xeYSjzaofOeomkcVYPEeos0bLqxznQ/6N0GZSzGyuKZth7OWta5VUGiuLXD29woob/IgFawLK4glAsOo37sCDdb+BsuDXuwZ3z6jFoenaVJQarGLXgIQsOcqW8tk1RgBfZa6trGiXcOcMs70PYNX45nhfGaaJ7quZ7/fAYXdbg/DQAiBzz77BB8897f3jONIaBoEBWd2fU/f94vMwuIsWwrzPHP75o7H06xW4kX1irRVSU13KIW2abi8vGB32DGNE+TM27d3PD0eaVstzg6ns4JXvtD1HcN5IFrhUvWX9uz2e97+6teEvqPb70gp85vf/IZ5nhlu75G+43B5gXOe0/HE6fikz27bstvvlfExTWrHHlWA2wExZ87DwDCMHPY7BM0FxDmzAF/juT+MD4yUYBzI5zOPj08cDk+qjdPp/dN3HUkcqZmRRpkwFYQuFs/LUmVmibUrAASsAdjGpZHilnuyFl7X+DtTC0417gctaCyMWKA4IWfj+Vs3gXemfQRrmIQCVFIBL6CYrEKmaiZZvNd42lbzZGdapQVlu82TsvPirDlX1zdcXu1pm4bQBmKKNF1DmkdSnsnm0Ba8aoPlktWdzApDKvFRZWcC3tuxFFls7bNkNZ8qyhSlqGsoZGMKqQGErtdJQa5GxbIlxUW71ztvWL1XMwmLxYrlfth1qEW2JQsS7fpIpOWZFmvvrcY0lTmGc0tBXYpKCqxtayt+oUyjbP820ojF5iKCK6p3pxIp23jXkaobtlsvbimGdZRiQHdeCBsxJeuQqQDm7+/4AW5raxJVFyMRReLAwCN7nbOWI283fEEDgFSE7IK2LxWtKqkCvVPnGe/xaKADVm30erP1bUPfN3SNI80zQyrEJExJld9zgaZrrd1MK3XJAIumafEiTMPIHCZtP8or0uiMhqbaM4AxS8hZrVAphtzIcsGlJvf2+Nfcx9WHwNgqOatQ5DSNy/kRC+Y1QFa0WGU56oOrgV/bB/IccW4mJ2Us5ZjIotGWiKPrhGkSayNTIeCqX5RTpdTquSz2QPhSmMoK1jinIoAsN3zUaqnZPVaLx1KKOekJwavuT8qZGLVNrgJv9bpidr0xav/uyv/Qc1CvVZ2QVWshowKpmTlGkIawcQSLJmFAKbglcVmtWqt+zJLkL9emrIAIzxfxZWExIKaUpHpTIoTgkOLJUpQFktZWC1k/nVW1eAV+FvejOl+VsiRpZUnWyruJZ93f+qzV71Lvuw1o5NZ/PweK3HJcy7+31qUfGpo/LgDGdrtb4IqXCeiPYOjztZ7EUrTi47IDVxlgsojtbse783gyEFDbyZbFa13u1+KVKCj6/Hw8r68sFbE1DnkG4i2MTgNz1gSdhdKrLXZicxLPP+8dsGpzEp5lK/Vvsnn991jFFibOZvHc/urZ3/4a48UuIi2ItX/4AyFMuuaEiBdwoYOm08SORsGm2pq2zMl2BVwxZLFWkDZB5IJE2L/lt4Ff9SK9+NU7/5YVBHrf259dl+1a8nKfNkCY6QOtx7A6B+quaxVVqoCovPxglnmwvGBOVakmeDeo2R6xLO8t71yy7xqVEavb2LqErgH8olVHBebrHG5zrAXU4jyu2HWuIPz2GEWD7fKhnt+/w/H48KSsA1Eavveeq+tLLi72xKhah9MwkmKydnItmKQ0MY6Zph1o2oa2a7i42HF3/8SUoe06xDe0vbBPQubIb379DZeXF2ZWIqRUVJuvKGgQ48q4BTFXImVhx3leWV5BLZhdo6LGuVgbeTWEqKCTzU2hCbqMpUicVTTVZw3cS7E2fxMeVZ3FhkwkRQv2NeInFYu1bN9yyovotxdHFsE7IYiAFO18TVmLkwvDqZgMWG1a/Y67NGu6BgKNUwZQySt7UtwqYl1Fq4sAWnR7Z9Q1pQJEFeTfruVVf827lfkk6PZyBabmFbxKlZ1ejL1Uf7TCoEkQqAZTgjktIuFU57eaqGwKXqVUTT89306qI239Wdnn83FSwfauV1b1aaBpO5om4J1fXPV88HR9z/X1FaenI/f32vrRNKqX+PT4xDxH5hg5Ph4ZgmMaRx4fHhiHicfugdOkcVFjoNEKcKpGWtM26shXWRG5cHw6MY4jfb8n+EBEGegpJa6uL5Xtb3pJ4zjiRLj95a94/dFrLl6/out74jzz9ts3TLe3NN2Oi9fXXF5fE2Pk/u6eh/t7AHb7PX3XUyiWBCamcSRGvefTNKk26DSy3++UaZQSXd8ucd8fwKPvOep6YDHSNE8Mw1l1rJxjnica1yzPV8m1/dLWA3v+SqnsGC08wxr+rHFCDcPLktf6pYhjf7Pc8KWez/OinHXBoq5jdQnXuV//pS1wwlziM3mIGitWcxVRbGJTmys1BbAQx6CmosXuqqvV77oFzElJFa6dF4pky0v1GBpzWitO9X8pJp8RM8mJMncMlFnCjlLP4brXmsc47dZvAs7p58lybpTNrCQFWUDhKt3gDZyW5Eg8J5bUeETzDYe42inTonPwvLSQga0jaVOQXy6LFUvSGisBlFyYS1JCS9IWZxUgX13cHI7GBWpOWZRwiDhR58aUSLngg+pxxZgYxolhnFTrvIJUrJIxJS9J7Pd+HH6M4/uLltQcti7GFoAsJN6anMvm32ilSbxaDBYgIQyTun/MqWi7TlEtg+ADoWlUc6cNyyLindC2gcNhR54mmsZxnCLjNJkzmd5ioe1U8Csr8yXFvLh8heA2FoKonlHSG0Awkn9dpO2m1b7KsuZl9cnNmeIEV1aXqoIGNCXp0yZObU5TnJlGDxyJnTJ7YlJQJsaoPdYVGRdvbm9eA8a+IfuoD3lUMejoooqO64xG2yqNNy7iZhZ8ZW2LyUkfPu+9AkxUdDUvfb0xRlX5d04rKjEyGsVXLRR1IpkmDSTEKIv1M0pSKqYSyLdOPJosV30LvYHqvmsbYH1I66OUS0FSJok2m4bqZuac/V0ncZ82ugtL8l0/4/k9SNkkKxYsbgGdel8773BFHewWsbbicRSyQ7+kWGxpyLSTdVKvj8oC4GwSsbKxeeTF5LacsOcQxXsfQnvuKjj08stVsOcFsLS2aW03LpuE9fnnLFWXJWGzfVvouxWo+/GMP//Tv+KLn3zC519+8myRz9buWTYucyuDaBvQlSWpFpvmKuS5zH+bXGCZJ1iTnvX0vkjOywpiVqCpMo6UZl0WoFPZtTaf2mfX/a4BStkACOvOrMmKbIDudSfse53Mlir4yyr6MxRHvy36PS/0lX5oLLx97wsA79nJddU1LULT4Elql10mHAUJDYTWXsumtKfbLfUYpYBLa1vb5nlc9//Z0/vd+19evKS8+P5sO7L++KE4obA8T+9+SFkCxxo8vvzc9Tqr1l6OGrDVZ/O9uUpZN1BY58Z6TkoFZZbXW1Bd//aOQPv7tr+e4qrlplp27zkZIsrczGkF1llPQd0XLeJktIXbU10A8iZArW+TGrX/jscwDiA9wdrPfFGdwf7QIeJo2obz0TONk4k9z8poyDCOkXGIIGfaPrDb73l8OnH/dOLm5obQNhQ0dtrt9vzm118jOC6uL/FeC1jeaVIgDvJo7TV1nQDFTZrANFY3UYcXwXutPosUxnFCJONEWzKwwhTOLMq9J7QwT4UyJ1J2TFHnNymOnB0pOXOzKYADF8FVl9qajDszhshLoO3tGjpYClfFO9U8ymWREaivEfReKinzvinwnZHLUhgU703uyO7vpdWVFTz/gDgvgAU7BvJkZUfO87sspeqg5vy6D9WJreop1fY4DbJYjsSJuutlFVanQJqsRW2aN59dmdlSs1/LRo0dtlTplX3lF4Ax6nrm1EL7eDzR7/ccLg7MMfH4eMQHjTlDCBxPZ2KK+BDodx2ffPYJv4ozeMeco34mjtPppLpe88zRjmeaJjW/SYlhHJmjLNo2fnE8Shajq/W4D8pS0FgqqYugnnwUnGzo+47bu0TXdfz0Z18yjhNvvn3D2ze3QOHxm2/4+X/zH3N5fa2sJ3NDmx6e+PiffM7h4oD3juE8cHd3x+n4RNd13Ly+AQrzpK5YKSacF7qmYRhGzqez6ss4p7F5v2OeI/v9nuPxiOpL/bYb8r/mo67HKdl0ricszjPTaCB7k0kpErJD13RN6mu8rcUH/XfNP5Y255ftZyJGQFrjQf21Th5rG9zzmUTjw80audFM9eQln6ngj/P6TK3hR14cvRElKag0kO2HCMUZC9fkLKoWkBh44b0aEUAmR6+FbqfbU5ZNhJLwjWnPZWd4tD67eMCZ4odoDJstX04p4p3FS6UurYWVSW05QVGChBZGZMmJWIAl68wQNY5qQtB1AMv1bLM+69xUTES61LVb9JgEldrwGyZkqaSCGnGbqU+qF4KaDtccSOe6Nde09cekISqbU0wYXCxOCt6t0iW2fAmFmBMpZuas+pq5FMZpZhhHhmEyAkRinCbGYbRW86M6Y36XLMLvyfjhirfCQmGrCBxoVbziLjlnStSHoPMtbdOafSYLU8gBaZ4Z50zxjqZA2/fsD3teffSKq+tL+rYz2l+hDQ5HgRKRkhhOJ07TqO1TwRta6bUQvYgkq4tbTXiWVh6wlq6ZmGYkqwq+WF8q2E2Xk8XZmZKdBk7OqR0tmVx7UzenJ84JEaV6Cw3FZWNKJeI4I06YpplhGlXYOqlbSbC2Mh+CWe0Gmq4he49PykBK86z7X6CkvLF8NzDBqJZrPqkLbKXJOe+179LErqtTGcBkLCNlipUFkKrsI+89w9nBrtOeXFcn2EKRrKDMkhA7ihTVmkJ1n/QVmkTUFjXQalII2lYyOdGe0KRVBBfCApIgmJiZHY9TfZNKL61Va21l2LCNsAWhaBWoPHPR0oXGiaNYf6yC7Xq+SuPJRS2Ss+hXZVg5cYvt5XYxclIAvwQQNTmTijrXxGgb9FYww5Ko98YXsi56NTl6H3hEvRekAkWyvNdttrF0dlWQaPMZ6/20QiLPGE8LQPVdE8Xf/fg//R//z8xT5H/yP/0fsSTH5cOx/stRKnID6PKw8Nb4TlBhAyhUJzw99SvoVLLbXJ93318BVV10i+UPfplfdQ/sOjoLNLb7tqmUrW+QNdmpwDjoxa8FpJcZVmW41JE3AMjLbb8APd/5+28bG+Djnff5HlxLdaQQ51QDLQ1AVOHqJgCB9UbcBnOC+AJ+u0hXZiAvfvee43gJbH3wGFgAjnV7L7fh6u6tiWl9exYjRFmLa030AEXEimk7WFK5Ijrv7ksp63zp3r0EKxuTZVul/n6ZK/Vv2/nzfYfMAsBWB5NlQl0KScXu5WxacYs2+SZAl6rrVHNci7jV8rcsc7e+vgJoAmXxRsH6E9hevwX0/R2PttE28CIwx8h51qp04x1tq+LlTdvo+hYTbdvycP+AODVtsJoM85T46jffsLvY03Yd33z9hpi0wLLb7bl6dcU8Je5uH4hJnabaJlAwBnZMixufJh9uCcQPVwfaTnU+UozMcYZY2O8CKZltdDkjPqrOEVrBNoSOagohtp47p0ykXDKqXd+B6yjOMcXEOI1kArXglGJWMdnkyCbWnFOy2KWyT5SB48VRvNcKf860DkJ2pqGkV72IMKekU9cWJK6tYS9v61ws8bO2CbFgAwOWtuL33m+ez5djM4+YmYeCOqYd5v06b2oWx3pBRGOaplHmUGUMLeCRUVbbHrpe2y3GszKNStE2udNRxfrbsD78payg0lrqVVFXY4mrCbECeGWa8Lng247z45FpnPj4k49p25aYBnPCTUzTxMcffwTlpOyafcenn3/Mx599zL/4V/+a6IXkhESkiOPm4gLnhcek2lleHI0P9G2nwrJRWb7Ou8UpsBjQFeOGFWcGL8MwmiYJi6BxKWom0XUdTdvw9PhI16pb8HAeub9/oO1aZH/g4uqKeZ6YpgnnhHbXcexb2jZwd3fHPE/AGpe9/ugVX/z0c9589Q3jODGeB3JKfPLZR8TzgV/96lfMw8TF5YVKQMwzlxcHjo9Huq7jfD5p+11+/5z6h2GjFJgnylF4enri8eFBuyKuLtnv7RqLLF0YNMYOt/VzfTTLsrZVZqpkFskPKaxyD7DkENUZy1WMpBYzcnke62+Ao2KxlXbfFLwzhiaFZAzZOufWuHqNC1cAJaVE8d6mAxMCLzb3iLMcy0CUoJSHTlpC0M9o2qBpkVghX1RnzlmB2zuvADlacolJAY62bcBp3kfJzOOgXa+urAZNRddr55deIwVV0OeTqLBZoeDFrgc138l4azvWtcJcpXMhWm+5GORWr1meFUCS4Cgo27RpG9q2YxwG64axc4SGrF4c2RWmRTtJ93TJky13ryMnZaxRu0kMFFvn6Po6a1N0HvPEtuvmtUjjVLC9tqap2LaahT0en3h7e8ebb2958+YN3979Fbx5w0rb//0dP6xtrQIXS+VxrdqrLsyK6glGra3ARVEWUtO1qgXUtHTDxDBFsjjandrSvv7kYz7/yedMU2SeRrIJesU4cnf7DbffvOH+7g1zijizb0SElCMpKtOncSp0t+t7Li+uaZuGkkwfqdqZ1v1LMxW9XlBWu5Nyqq1tTml/SRPw7BMhB5xLz4CDUgp5nDQOcI6mU6BhZlZoqrYqgQVqiUwmNJ5SvJ1HcwtpGmVKeU9JXkEka1txaEyTndKWQ/Ck5BfQvhS9kXNOxDnig9qS+qalaxocmMVpsuR6ZWOkkiyuMbV56wfNxhI6l0z0Hue1tc6JgCvKkF4ALAUdlOWlqK0mElUVXwWiCxniug+VeqoToF+Sm5Qz0xQZx4lCIYSAOHM7S9pe1LddvQhL8v4yoU4xkcWqmcFo2sb2sjcDphflbLJtlNafALK2DErJ+KC2mWuqaGKfyFr0Kyowp4H0WkHYBq91khNkrUwtxyCwUG7tOazHtTyTL4EktwgrbwGj5+CSXavN7+r2ZHE4sLPx7H3rxPoSNP2xjG1sXv+9HSsDbb0OUmqFh2fudkt48IED1W2vovm6fWuDqIntsh+17aGsz5zb6H+t70DbS21etcVqC97p9r4DuKmjCsfqjr04EWkVifW1Mv4daOCHwKCX7I7vAxp5t4KnddJa9mu7nw4V3Z1QQDog3mysPVa9tyq+ONW4KWVtMQ7FHrDtQm03h7wQ9H5543xo5E3f4XbUX734KL2giY29x3qclfE1WpBWgb53Nl82355FyJugpx7GGgwvVTmbS5bXbUCkGlzrr81qlvXe/22i086JidRqS242nUAna9uJ81U4WY+3uqXkkhcm6RJgL0B2Bcy2YGtt9a2Hse7b9nnWZ+nHMTuJiFovF3Uw7ft2KcrknLm4uODi8grvPeMw8utff8XlzZUxKvR5zzkzjRPnx4Hz47BUjG2CRoKn/7rnH/yjf8BXX33LN2/ecn19xatX11z0wfajfZ785EJtzx6HkYvLC6AwnEfiNJGKWo73TctTftJHLjR6SxctADnRWLC2AnvvmeZEmqYFtFetDr+AY2lOxPSgcZeBNi5pIOoqIGKJhSuFmIJZoseFLaMi3kIi0waHj0IwW/mCkKQw5hdOaxW8cQ7mF2JYGmSQp4g0LaXNUKw6nFAwJ5tY9awtIR+42vWh0rl1kUew9aCC+XhrMZu1JQ57jxTdv7ZVYLwUa2MzRlJgSa6JxjRKWVt328086BWMXICrOEPj8W2nDsPeWVyZEB/wTYf4oCQscUhoeDwNgHB9c83V1bW2Z8SEc8o6enp64v7hHucdoSgT4Hwc+M2vv+J0OjJOIy54QmgJTWBuHI0/0OdIOk+4rImkl8yEAjhBqiW7ORnlZPOXEGqhDmUdjeOoBji50HUdvjomtZ6Dd+x2O96+ueP/9c//Bafjifv7e8ZhYHdx4OKTj7RlZZ6Zppnz+cTDwwPsOj79/BOmceL29p55nnAOdn3Pq9evGYeR+7sHa9PUAmgIgcOrHd9++61NupZkO880zVzfXPOv/tW/xjthePMNw5s3f92p5L9Go0AcuX97y67vIEOalQlzOBwAoexaw0wNHDHdHgV/Mr54A8uXII9StCNDbP10RRmWFSSsy4mCSJtQRtY5b5VFKBvQUgGmmnfkvIkzSyEXbzpjGtd5HCGY1o7ppEoB74qyq63TQg2SMpKUYR0WPVoUUMGDOVbupV2BnZzJWEdNdfeVrFp3RUhZmZm6z7oG63Om5yCEljRNpHlecmJBCQ5iFmeNiyq5Emed1yVpjp89SGP7b3h4q+QRJQxsuy8KaUwkiUjbaIxkHT25Qkk5k71jtmsQs5I2StfDcF5yRhG3tIVHX7tbasyTl9qpiDKKcqzxgsXtG2L9tpwI2sFUAW1E75tUaou9w1OYi+oOK2El4NysbNpYiCbAnXPatEr//o/v77Zmgtbbil5GGRh1iIihm24JemKMxFQYgK7tOFwc6NpAt+u4wjEnbWXzbcfFzTU3H73i/u6Ot2/vOD0+UVLUNbFEhuMjp8cH7c/vd+QQOA1n5mFinmYaH2hcYLfbc3k4cH154Pr6Ai+F491pEZMsBZ00LHiVJGt1ycAuRSSrmHUBQ6nV4asQ0/P+5VqxrQlBAWLJzJVWW2xSQoVBC5BKsiqenauccRY0hazUS+fUVtDlTAkeT2uBWqDMkTRHo9QVRPRhT1nV3VOK+nuvjCbnTQCx78glm8WjgkTJqls5V+qingfvQIKQov5+SonknAUGntB4DUbEvpwGitMc0fK3no8qegmOUCA0GbVxtmTFos1QCrkoJVOcKOU+F0JQ1Nk5pw5rqbbebSuq7yZe24S7unOIN1exRXwbAwDMhcxpq2R2E3EqdXpXHpW06vxSUxSn4nYVpCmWlKoQqVaaaiKmejWsx8vm52K5fn2eim7jnWGgzRZEePa1peVuVr8tSFTtTet3lpfb66w/e0sJtc1QGU3yMun/kYxSwd9NMrpNmuqiBaz4Ttm0pm0qSpmydnaVVUS2gmf1ma996rDex7JJeuvfvFWVXg55CcBsRrakeE3m63/8EljbDfHum509D0kX7QpebRDH73VOnw+bD+u1zwbQbLe5bfH4rvHbwJpaefeADwjthu5bNttfIpyKxio25GVFA4vXr6W8sdmH952L76IV5wl1QPot1Lt6rXJZ5sFnvy8v9uO92/jA+Sm1V6+yhGB5znWDy7eXQMp6T7HEMYtmjBhUWRxIB4zPdkVEI4DfCrK9GBVgSHkjTLkppmzn6S3A+/xjNuhQFmo78uoCV6u48vw5/x2OV6+ueTqeOJ/PzHFGHFxc7AnBM08zwzRwfnuiup99+slHnMaZXmAaJqZxIie1XS45c3F9ySeffLK4Wp3PZzKZbtfxZ3/6Z+b05Lh7e8u3X+/46EYFfv8b/+gf0naNtgPJ2rYbvOfh7VsVXO062iawe/0RKSXOw0ApM4fDjjQLcRo3001WMAabG21+3HUt4zCTjdlcKMxxsmRF17fgVJMpL4CEqHZmLqpfOSfmMTIMM2VKnI5HEI84FV6dpplpnGnmids5mBbSelwLu3c7sgEx7xuCZg/ThGs6StNq4bAyg57NBe/bhk08tQ0lJm3Li3EFyIWVdeKDMoy2LKYK8oei80rbmvNaNvangUZtb8DRpP8usLQSB2vlLHmdY6oQOEWZ5aCMrpRouw6kME8zu93BipWaEszzzOHiChcC/9l//l8Qmo6rmxs+/eIzvHP89KfaDjanGYyhfPf0wC//31+BQNd1pJxUsHqaCa88pLyKR+dCI462abgYGuRhxl1P7JodXiIOR9u3lHKibXZIVv2knBPn85n7uwfSPJNSpOuuaEKDD0FdAEOg/dZzOj/xl39xp4XcpmF/OHA+DXzx0y+Y48zd3T1NUIvyy4tLLi4vaJuO/eHA09ORu6++YR7O3Hz5OVdXl9zd34Koe1vwnpubGw6XFzy+vcc5T9tV5pS2fj49PtG1ygxRBv/fj6Tx72SUAk8P3N3uAC28hxA47HeQE1IuKX2hbbVoXuVIajvYUsiARRi+xKRzhL5Sn5WswE7O1k2S8ibOFcQValKRlmL78+V62/adlwKhkHFkSVbY0LijZEyioAUUjHJOW3VFJkSUHeScp+RZ5/7grF3T23o3UUw3uJDodw0xGrEjR3KJkKOaKkg2UEhbu2vkpuSCGQmi+yBa9EkGLvfSqauYxS85ZVK0dmAHKUcKGecgLF0beixOCqFxNI1bgOqcEiGEZX7WNjSdqkSEWPIyTVZnbFdY2tek5t2zFhFyKdB1SKki4ppb7ay9Opnu8HotNY/OGUrMa6yRCyWrhq/mc5t8NBeYBYJe+6DVEFZTkbzcD5naeaxtbDFrZ1C03FodxzeOmX8PxvcHj5xbLhBgsbo3hzSWxOqdIDAXiqo7M00j+X4m1mpJaElF5cVwZ87TxGlUYbu72zvG8wkn0Dae1gvzPFrLEAxxYp4jOWbmcVSdJN+wO1xwfXXF9eWBw26HOGEez5xOJ8ZhJKdkCaHSAOtNor2PlvDXPCutqHVN2IUCWchS0dr1fBQKjVMKNSWTpmg6BhbYVkX97OtbEOeXvy+TkFVmEypQLeJJkqgtKzRBW8G8ZwaaqCwiTWRV2T1Xu9si+EZtb33UwDJ4h7dKYUgGIEVFRSPJUHd1aRHRClh0iZhmdRApdYLcsDjqvSFYIa+AqPZGXIRSFbQT51Cy6Vr9LyKI00qVM+YMLmhA0DS0nbrVZUSD6sna7BamjGyAFagpk54zEL+2XtXF/d22r3pVnic09cuJozirzhe7300Asy4mjkQuWyZT3eSyZK2TJOvLnrOLbF8s6Hu2mG3vOXvGMkoFFXF4+XCj1YL3VJDtJfCwgG+bY3YCdq9s9aF+LJX99w2N13VWr2L47/y95r+yuY+ztjA6rwubZ9b7uTRsAQeBxRUI+8sC9MnzM7MFm5yBjhUs3IJY23vhZb68BY50H6u21YsDr85syw1QVpCiftX9rq+xAApnrREvLeglQa7nTzZtcC8/fAMo/RCtmWV/NvtWW0sW/Y/1vtQLsgIja52o2K9r21a9t+vFdit4tIA3dRub7VXA6q8z4gtQ5YM/o1HTooVS54vtedvuQ12Q1rlpAVe2ryps2sjffUbF5i5XZGUPWwC3AjAswe87Okubv/91RmVCpmfPkiwaCSLmVPod26iabsuUmh3q6tLWvQPUQAP3w7vy/6bHzUfXOC+A6sl4r4yK4Bv2NxeUcoBStKXteObt7S2Nb9nt9nSHwNQE5klFq/eHHSEE3r65NbkcTZQURs5cHC44n89M48hwPDOezty/+QaAvu/Z73uaplnAdHVNDTjnOR+fKDkisqcJDvGCpzDFmdC0ZJy1FgGlLJI9apyhBZSCI2bVI8kpK6hjLjXJhEab1pPVUEtjkKCVYNHuARVVHmfmKRJTYp4mhklbiMSp42ouBbzjnBxPTaLpuyW5UFFUh48NaZifX4yXLUPBszAQkzKE0umkwE7TaIyas86BSTbP60aDCBPU9n6d9wqaJJg+1NqClgCnUbc3Z7bTSbe3rMsGRFWGUhMMmxKYCrQN3cWl6mIdT5TzoCDTFjSu+1nqNh3kGebZNKus4OaEpgjzGLm8umK3u8D5wHmaGM4DOcOcMtM8Iz4wRy1Gfv75J2Tg6z/5M/aHnckhzOSnI13XM+XI6XxkOI+EEOgvWsbTGU/h6dt7PKIOgikznM40IXD1s0u6XouDFWB23jOeB86PbzhcHDS2jolpmJjHmaYJnIcnrq0I7EpGpLHWSdUR29V73hLY0+mJq8sDzsPT4xOXl5fcvLohNIGrqyseHh4MpMo477RYnDOPj08cn44cDntORwOPXt2w73v+4s2f0xm7Qryt9cFzf3/Pxx9/RN/3TNNkXQ9/GL99iOoZtj3j0xMPXoucXdtxdX2p3SZASTu6rlHtoBB0vSuawziwoiCLwYjzzgxvLBdz5lRaXZidf5HDGuBT1IBpE1hROzV0lCWeNMLLJkbSvChbnKHrH8+UAdZtapxZaseO5c3qXq6yJsX0ZmutTB9vIQSxeXci59mIHRpHzTHjc8MUR0oZqFIaSFE2kv5Gj8Ni4SaYu7V9nrb5aYuxauglbVcDur6hCSplknO07Wa1sS9J3e+cEOOsa4hoV4f3DW0XmFLDXApewHsV4g+NX9b5OOnnVAJBKdZePUxLXqZyKcIpFfbSMA4TuTgN+dqaX8lyPbexUb3UlfRSc4GcCsRkuXAwA0vtIMnZDBsQTvOoJmC5qNlFTMRZwaKYIzEmYszM6WVw//s9vj94FNoVsa1AR8oLeFQrnKvGwVoRrBUNp2UP7TUeRvAjCUfMQhKHHwbOZlN6Op2I04CTQsmqSZOmiWkaSWlm8i05tOry4HYEQxODV0EuEOZ55nyaSeOZ83kkxohQ0cg1Bs5Z++uLAS7L8VXNCdQ1RB2YFKldnlxL/O0UgCX+tbqqgpCGdNaE3c6i5mJ1kqq5wXp3FbuhtU/Xg8uKtAo6+eW8iIAv/bSyZUTp9xQT0zRre1vMeKfv8zXwc47svGlVYW4FZTOJ1mTF01SrX+9wwS0TLsiad9nkoMCYUJbGG5ZJrxRR5pUoOKGC6Z62aVUDya6h81UHyuNcUHcP0w6qi3TwgRLjChbVhLCCLnbenVTbX/2duC3YtBmbB1w2wI3qGLmKHizXei1FWEsS2g5AKaZhsgGOtpOHPTPLlXpPzr2yplb2kDKmNoLZC9iz5uDrLbAFxljAp+U9Ri+tJ0Kknh8DPdzzz2LzJd69u8O/47GtPEuu7hZlZbgBlcZan7xcKqNIt2FX9hkO8+wzeO+lWoawdblb7xG3JL0VsOK5W15Z9/DFQW3mXiFLRGv1stmTF8AFrCDMluWy3CDbtzoocd3Ohw/s+cPyzoPzPcczgEbW7T5j4mBVdAdBbB9lqfzocW16xUSDl5IdpTgk23yLZaaMutHSrhd+O01uAdTvohVLURBqqzlVn4lnSA7v/mN7DazAoGMDNm9PaQW4tvtY3dfQwFgJ3iuuVEwsezGweM/1rGK42Vp7nt02FTiqINvL26ruUnnJCvrtYykzyDoHscxNut4svI46r23eq8Cg6TMUvdY6B1fGxQrMyocm1L/j8erVjQHviaeno1WvtXq7tKb6wO6wY9f3PNw+kVNkjgPBe7KZbqSUudxfU8h0+w6c0KZE37WUUrSNX6BrG0K1gC6ZOB0R4Bd//hc0jbIyQtMQmqCWzqHhJz/7EicNKUZOT48cHx/wzkw7gieliBOhazutQM8zec4kyUioznaCc4k8G+Ao+vkpFSCpjhKCc6qnmFNlBTibivTuyKWo/TFasIxW3CqlxgIe3waNiUqm37UW76mGRfQ65/UhcJziezRmnIJCJep3sRbaHIEISeMshFULKQSNc2egzDwHjlpozfVJM1Zrd7O24GD6Q7X1bGE/2U06z+sD5lcgfJmfnFvnPAoLy8g5ig+6/VxwXUs+ed1eYmUypaRgkkPb9QpQVJg+zjPg1CFPHP1uB+I4jdPSptE3Lb5pcb4hzpG7t7cK/IgwjSNd37I79Oz2O1JRQXztBIhLETBa610fPFOMdM4va1cuauUd2hYfGgqFrmkAbac8nweapuHiUgGz88MTwzDStR3eea4vrkhzZi4TaU4E8Xz0ky+5Ohz41ZyQpmU8nVQI3M7J4fIABS6vDoTgGccz4zQhUmg7Nelpu4b91QXtbsfhsOf29pa727dcXBwUEOt7uq4l5cx5GLi6uiRYa05KGfFYzB24vLzk8fFpaQ/+w/htoyggOgyUXU819qmpUpwmYtOQu2SsGF3HnIG0YnFW1mz/WfxbYy+RYp0Eos3RFp9px0NlqheT9ljddpc40WK3ZX+RFYBZZrOaN9U1rxab2SzYGgdona/GNbp2ZzxFBOcDWcLiTC3e0zRZj6Ea0nqNkXJ2SBGtBZqWICVTTI6kdr9o4cBpYcMVdaw04gFF8E2gznN1rVJ2TSTHwjA9EuOsemFzQ+obdruOVBK+4gAWX4h1rcdpIkbVKiJYw5dza7eG80jwhKal7TtwxtiLhbZtaNpWp+Wo57cJzRLH19jZO0+adD5zds1I+hXnCFUiy62x0do4b2NDJpHilOmUVHuy2P2Ss7HMRAG9XFTTcBgnjsczj09Hnp6OfP3NG968ueXh7TeMD1/DcPqbekh+5+P7ax6ZQnoNXIst8FWRXNz2b3aTWy+lVpaUfpuLaRmkyJxmpXahctVxFubhkbbvCCUhon2C82DuZvawxSlSgj5oxTkNdIKQsxCT2nJKLgQH0zggKSr9Oydtw6qBvlRgKFnQme1Bq8FqfcANAFlyhU3CJ3ojV+bI4qpkoyK8xdCiiuzWCGud1FYqf8qKWpYIqTEwTGqLkU1kdZvbJJA1gamBeU2e4zQxeg26q/6Cr5OkgQUhBGMsFWtj21x/O94QPMHAKudXt7H1GMoGsFBM2xt7xXllEjlR+uI4jCDgXCD4QNs2dH2v+1GRfdHP1rhrZpomc9lTlkUQWSyZXybrFfhhA4TV1i73EshjkyQt98J6WsUSWVfcxp1hBRiWt26ekW2C9QwYXHLENbmpBIklYVrRns2xrce41TKq+kVsj/EdYGkFyqou0tLitiTR6/lZwCPZOijU8+mW1/3Yxp/+yV/w//y//X/57/73/tu4DfNgabd9CVBQn3VZbKzfYVD+ls8UWJhI6/nbgJTLs746DRa7h5bPZMvqrHeRsRal3mEGUkgmM+NKWLb9XkTLQIqS16Dmt+fTFTF4sR1kwyiqgM9v29Z3fMQymdp/nl0X+/cWBZUGqnqwhoYsznjF3oPD+tVYRWEK2kpcv2rkx+YYNweyBcTK5liXm0XXgwWxeQbEvbxTNse4AHhl/XmZX0xHaTuPPxsvEZwKFOucpH/L6/YdaBGhAowYG7YgrJ+zah3xW8YWvHzP8X2PUSgbx7VqOlHXivoibelWFnPYXIq1DU35MPX1+tw4V54R4da9+t23ibRtw8XlnpSuySVzPJ6U7VXU0aaUggfatuVw2PPq5ophHCwmUXex3HhySUzjoABQp0wKaQMFBWNu7x+YpkGdT4uaYzQBvJlKnM4nxrMxgbzHN4HgPd55rq4veXo64uuabnPS7rBTs5MQFJTqWuI0c86ZNCVlVrfBYigFhJzIYtmczfxC9R21ejyTbV4MGpTn1dIa0XZ4n/VZLy6Dc4vIqwSHbxp8oy34pRSu+oaY1ZkppYwkdcBpmpZpGJnnuIpd11EA1yozTbzN15lcxgVcobquieBco0lDjKw32rIwK1AjmwmlYO28Bvwsbmr23CfVeiQN9loDluomSmFxWFvmNhs5ESfV76TqOonTQo6I6Syhkf3SVmtzVE4QVy2xYkm5Nwektm0pqA5fNQPZ7XfMT6cFCBrGka9+8xVtozosyShlfd9RnDBP6rwkrG3acZop3hNY2ZJVZFhjMafsulxwXlvMgg967VAB7N1ux/l0Zhq1ZbHfqRtn3/fWegL7w46r60vu3r7l9s0tXaP363Q8k1Ki3e/48ovPGY5n+q6jt9a6XDL7fY/zjt2+ZxxV68i3Ad8o+DPFmULh6fGIOMf+sKdtW06nE9M44v0NIYRFy8w7NWgJ3nO4OFDdgv8wvucoCYYzeEccxsX4ZxxHlScJgdg3xHnWectli1PRrowa92zW6LTEXqZdFIztWrDCnsW6NYeruRprW9zzfdyuNTUH0Uir1OfWCvo1h1hdLtcCJlbskRpbLHGDvr9IoOCU5ECtqTkTak6mL6THlIOnlLWrRnFnIeBWeRO0vcx766QgbSRAdG7IVjAomBh0TMzTzDioFlKcdY1SsA0YC/2ugaIMm5zTMofU81dyXjSKbOnX39kc4LzHhYBrAk3bIF6NF2Y/L+1kdT1xgBNPJXzU2MJbTKBsVwUXpbKoEwqsead1u8Jq/rXkaRanmHh6ED3+LHnVpaTGTGvXTd23aVZt3mEcOZ4URHp8OnI+PpLOD6o/9/dk/DDBbP2JeteLQylpSzBeg9FCkYyI6QfF2dA602h1Di+ZOc6LtaWIWqSPw4znQNd1SCvMc2IeZ3IE3zY03jGLIMlUzUsB72l7tb6N48ApRWYf8FJI84hHIE1Iqdo1usvqBmZplYimjyauqonWZmqwYFcPc02ua7ovdo4W7QhEnbecmURuEiFxbkncXdWHokDOxJhwTrURMhPBB3wn6z5VCV0Dm/ShWZPRyohxRnv23sQqU2IcRlKKxNjStUnZPL72jCqyX/uD6yS7gFRFk0/vvQUFVUsGIwJUymMGHKnUerq+x4VA03S0XUcIWv1/uHvQXMd5QtPQtg1tq8JvMWuPfk66zZQjcY7M06xOKsv5Vivi1m+Sigq0VDeFCsq8Ay7JMukU0GC1AKg70HotsSBRdLLJNTHdxHVrRvMChFrCpcXhut41z1afZzHpWnFf1poFOGI9pgU4Wu+nLci0AEz1b2yBp1XvqX643rOytCa9ZBrpvWt/+6+EHvztjf/sX/5bci78+//9/85yn9ZRQ9flfl8SgM353WpG2d++z6i02foMVfbWM2YR29NdngUnZXM/6SNclvsPVzb3gS1eRAreEujy7DpuR6mVcNi0fr147RLFbP79LNJ9EdC88/4XP2y39RJ4WX7/EhB5MernFNa2uW38VrY08oAJIyFiP0udv2tUkNdErD6E64P6fhxkmyguwuObbT1/Me/+sjxP/GA9t2vMwQpyuPV9sCaktR/4PWDI80/V+3oFQetH6hxJLnhvFPXfjhht98TmsZe/XD7WQgCbU5ekl+VZA1lIIKq3tr331800oVVtIHE48Zv7vZggalr2XcTa7+xeevbcLoHd73aklOi6hqurC+Y4a3tPUiZO03hCE2wdyrgQ+OTT1zw9HjmfTxqPOKHtAuPoeLh/Qg47zrnQ7XS99E4gZxovVqXVuEhdrDV49+LY992q+WdrN0CKM9989Q3TNKndet/RdR2FQngItG3Lq1c3tP5yAWzmOXI6nfScO2i7VqvWcdI2OFG31ZSzuaZVNncmzpld34N32nowmwaEOeWWrkWcJ3nVZGz6lliKaUW26s7aKnhGEfyu5TQMi1iuTHCOGtv0+550PGtBa7nfs7ZwhQuQYOK0CiBl8XA+A2kFe8RRvIFA3pjHZfPUZWs/dVW/qKzPeBP0fXHa6B9t5sJ51ta15TnH5pZiOnVUIQ39vXMQE2kYTHA7WsuaV7mFul2K7qcX2y9lzWsL8qYV2J7ZYG1/FC0sJrPrbr2nbRumYaB0KAvJe+5u7zhcXNB3PSmr81rbtfSHHTll9n3POI06dadkQrkwWqJb3ZGx1jC84zwMOOdo24a+63CN6nq2rV3zoIVHcRpjxzhDcbRNu9ioHy4uuLm55l/883/OX/z5X/LZ559xd3dHiuoWfNjv+fnPfsaf/ts/48uffGFSD9A1LRdXl1QX0zjNS5tS23W8/ugjYoo83N7y+PjE9fUVbdsyThNvvn6zXL9aqFU9Gb/E5fv9jhD8dhX9w/g+I45w8kTnmYdrxmHk4eER71Qku20bzsMAoh0nCn6jeqVJwRQNpfS5yzWesrXJGpDIigrgspiW6roLyhLVeHm9emX7giW+r+v9GiJZwb8250iN3+z5lBqP6ld2z4ICVIZnbaWqz3Yqxnyx4rQEZ0QNTygeIZAdpBRNEBw61zBl7dpAwAddg6PlORXMdcaeTGlCnApk55SZp4nzeeR8HJAyEYxMsuaBsnQapRSNVB1W3VqLgb3Nt94KF7WA5Lxq6Grrp863zukcIKZhpcYJmTxnxG/Eyk2TiZQpCULfUYoSSXIpiCumY6uFKY8nV8Fwy96rpqni9nnRZXPBPidlu45uzY22t0INM0sxfSPVO9aWNTV8WDT0/p6M7w8ebVkGpSKHGjyUsj5YL0UqtwFnzpk5FnC6OKU56s1rC7M+46Iop5uVidJ1dG2rvZZRqxxt16kjSCpLcFRypm8jOQ5akLFqSp5HBO188KAK+9kpcCQNLgmzC+AVGBD0IdDYKlBKXG6kOisUE7quN54zpXcRSKneWFU8edOyZacwNKbcTtVksZu3JFIUoiiddxwnGh+U6VNYwCtNME2t3xDjOgFUimVtm/He602fE3GeyMmZkHMiN83ibKHBtzORbWvjqywip+whJ+acUrPtemltctZKuFhxLVMkLdt3ErRntetoul5726cq0mqf4VVgc0oqmBmtRS3XyTLpZE+tDhSYozIK2t4t4Nkz4IgtFLMFblgAwSr4WbKmOq4y0XKBklBenE30bqO3Yduo1zZvfleTdtk+FxtQqeaxgJlDibGPKkC07u+LJ7EexPqbBVjasIEMIHJubU2EFRBaF7gX52kDUiytcPZxq6tYRVve2bkfxXAihNB8+AWC3SfrWa4/uXpuf+ixSdUhqtst1Pmh/i/bM1b11tXWMxs4VAG+KpGxBQrkXYDnQ+MlKGDzxvOjlPe8vmy+/cCDLy+0koTn+h9VYLsCRlXXI+d39/flENFAK4OCulW7aLuXDZRg+xBAAivYkuxvteLzHpCnWGJXbB+de657VB/4Z6BifZ7r0/HinNVJwYobyiyoQFBZ/74As8+Bjx827Hy+BMFqPlrnMjuM6nb2nZt7T5y83ktl+yul/te5DGcCkclalwWXnQXuKgJaP0RE9yWZWLS3ADKlYqfmO+5DgepouZ66um9VpPTDb/+7GvM8sm/2gNAZu+jh/oFhHvj441d8/MnHpJg4HhUw6tuWTz5+xTgdOB3PpBQR0ZaA8/HIeD5zPz7Sd4G2C+Y25Hl1fQVFHaTGceR0PHM6qti5E/j084/o+l5b0RpNxp33TOPIr7/6ChGhCYE0jRxhaYdPMRGHgeP9gwqep8jD4wN3t7cUCn/0Rz/n8vLCDDgmSs54a3WbDBDo9ztNrKO2SuakhscgtEEZLK6ojqSvF9Zl8J7+Yk9pGnJS56Bg+16r+KEJpKwMFW1TyZxOCXJkt99zPo8fhFz1/rK4MmXYyfqcO137SRP5PEDbQd/DkCDWRE6MzePA281WAzQfVq2jmFjbgs11sc4Lrr62ai+ldb4ptg9xUqCo2wEOplH/HW3+9JCHSefhhZlpc0zd7tblRwSqky8qmJ1S4un4pAXcaWQYBq5fvdbDzJnz8UhG2O1VoyuERsGhnDmfzpSirmcpJfrdjvZ8tBYuZUp5cZzjzK7r6EILs8aXCgQ6YtHioIgwzxEnM/M0IyJWGLYYRiDGtGisBh9IKTEMA7dv30IxsCoqq69pGlJKKpi92zEOI7dvb/n0s08YTyPX11dc7Pac7h7Z7fccn55worqabdvx5Zdf8sf/4OfM88g/+4/+E64+/5Try0uG85lf/tVf8fj2jp//8c83y5iyNCZLsMdppO9bjeG/az77w3jPKCoKPzYMxyP3D4+IE/q2xRVoTEA7OA9NgaBSGSnW/Ix1bahMJDRv1WKGmMMgqvtT0LxnA/AWsslE6MaWgocVK7Y5xOrEto0TLF8ykKQISE4vwh4xAEWWz0mlFnn1s3IVz6csDB6KaRNZMiEiNG1nTtqR4fyooKVzNLnDerUoZHwTVFi7pCXWdF4UrAHiVJbcQbyQHKQ4McYzV92etgvM84Q4aBrPxcXBQKPCru8NnLIiNZ4YZ4JvNAnfGCs5r+YJ3nl17/bK0Isxk/KsEnFNgxeV60glk9xEnGcNKyuDyI7NOVlBNSvKkJTtnAuMw0jTVsFsvS6loPrAcyKlCiIVm28sl3/G3tf7oToh651ai1tKdJhiNFfVSIozpbpm/j0a3xs88r6xh8QSm2xxPWlJPZfFqRigVACTx6wVwkU02ioc0xyJGO3cJti27fQCovaEXjwT6jwCcHE40O33FMQQUNG+5XFGSl4sC7Xy73GsrknKrFFBwiKVjRHU+MIW7Oxqj2shlwaI5KX0X6iBuuYZq1W3iNqN1iRd0UzlOskGfg4lqMhlxQGyrvFOgByRMSKz47Lr4OHMcE4a8JktZUmFPKnGQSITglAaB1kYcySnEYdWx0uKCFa1WZJTWfp6FyAFrB1MxbNzXoEd5wTvG30wx6TBfnEUXxOnosFffdbsOEsRA3eKsrRLIeZCM5oImVvR4xSzCjIWrdbGOZJyoip71JFYWR1aKdOHeovMfyj53WrNLLlyrpOF3puUjOTqkKfJZ9UtWg7NidG/l9vdngub2FEAUpYq4JprrqLT7441tljBnQoMlWWnN5OYXZ/nQJLd04bcuy37xYQBq4Cfkw+dqc1xPTv7v7/jZbK8VoHe/f59h85/YoFJXjQVlnqGLfBVkyMyUCKqxwObdsDfsqgsCfJvyYZfVrZ5z3teHmN9bl44139w+8tnKMNQk5It2qDP5RKVfef4LTfgsr0GJKLLlQl7PwNeGsjegJmqG1K/111z9r5Rf7Glh9fPqWMBtZbIc21DscRL/V6r9WrdxHeBHWuwsoyN0P9Ky6l/3Lxuwafq8RiT4OVHOLHutUKxVutKDIY6P63B7vt3s64Hdo5KQzHHNcVErb1yRc8/fMwvtqvs4hXEWoNu08srWYsvCwDOuj5tPqcymSq4bQpnlGxOLAtc+rsfv3rzyMUQEYTL6xu++OJTTqcz/+W//VP+7Z/8KXd3D3z8yWtySjw9HBnLid1hvwL3KanoqHN8/sUnHB+f+GzXEkKzaKjlHDmdnpSt7RIima51NL5VKv0UefPtG7q+Y7fr2PU9bdfTtg27w44vP/+c83lgrG60OTPFyHA8M6fE0+MTh8OeXd+x6zuc91xcXDJNA7/+1a950zb0fYsPjs4MLlRTBKZx5OnxgRgjwzBwdbjhiTMAXddycXWxzm/FRLMr7idCs++haZlT1GJIUKXuQsHT4ltPKr2ei6IJz+PjE2CSRlLBlBdj0laYVfMoKVMo18D2Bfho66kW1MOisaVzhdplB+/JMWnE2zT6mnk2PaWNxlsdTbM+/8tc0JhekrKfiVHBJ+yzloTGAVEDx/0eHu+VqYGoDlNtlytJ5/a6jeCRtsV1LeCoGqWn0wlEE6xpmmm7lhQj52EijRNNry2MuRS+/PlPSXNkmGcTEjeXKic8PDxw2B9ISaUR0pxI8UxpAqfjiddX1+y7ntPjkVIcu32nGiNSSKLsyGkYidPMMIyLUPA4DByPR4bzQEoJ77U4VOeF4TzybXrDNI7LvpxOJ7t0jq7vuLq+Yp4mpodHUoz80R//jBgjjw+PjOPEz37+M2Kc+fqrbxmeTnzy8Ws+vtgTYuRXv/glH3/xOT/56Zd889U33N7fEUum7TtyTtxcXfPmzRvmaSLOkTElvvjyM65fXfIv/z//P97+2Z+qGPsfxg8cMwwPTKeO82lH1zY83j+SZhX72e06BCF1ibZtkOJpuh4oFHHvdG7aj+8dsqzDZQGOgIV1vBSFbWLIGzDgedhVNj+vn1hDp7jIpNhrLRb1tXAsQorm8bxhPFXAw6kNGVhe6+Tl+ggijqa90CJ7CowI4gttZ/m7bMA0dBp0wakOLuAk4EX1dovzlKT5Z9+qIH3bqoGROJ3HQ2jVe6WoU7Wv/tTmwl28xSQG9AiOUjxzOYCIEkGSyd9IYZxGxQKalrZp8M4r5lAiOYqdf7TzqUoIWN40nEfD5pW5nHNWgwHrZvHJL1qvNQN+uUKUnJlG00gST9Pu8E1v5AHTmTQAu5RK4jCR7KgdRPOsouJltvn8R9BG/zc5fpDbGhgKave9Vgw9RSqAZG1M2IJaqtB0seJzwQW78AW8C4hoci4Ypa0JevM5jxQV85vyzDSMTJNVLrqWQ9sTmhbvHfMUeSiZ4TwAmrTklElkpcehgYxDk2nvMLTT0NockKjJtXd+EdBV8CcqW8coyfq/2s5kjAFLAvVB0UqaiDMU0nSfWCn4S9+rjRrsPxPuyok8zWRfJxoFopyeYFKK1oJmugI5E3NS8MdYzvVmdWLilLUv3phOqazVG3GOOSe8tQokE6UuKOhTcsIVwZVki30ilVW8MZeCpCoZh81GqqEQfIN3DVICaVKqvIjgqGypvOo9bQChmrNt85OUNTGoPbLeq/PcS62pl+dXr8m6fzUX1/s5G9CDnrik1XG9L+2r1JNanm2z+hRsp5/tAlM/o36vzuHvnbHYpL31XnE6mSf747MWKAPRKm1UTBB8BY8qcKSLkDOxzfVMrawYvWQrM6l+PWv7soQPKYuR1499bK/9OtaWvuU3BsLlUnA5b4DlGbUvb9+z9feAH6XKw+v8UCjktFKX3xu6GIX5u4dYkvU9AKTN98qqeznn1OdrGdGBr+wYKtJp90FmcSV6ycD5mxx1319cK2UOWRVfaoFiRqMJ0y7JgkUeIAnCwKJ/JAGomkl1/20WWD6zzjluc/9XkGnzTCzUNN4DQH3wwNav7fWzuVMXzU3bSXkRZMjmulAfvFXTSer+oYe8slDf3VQuM1KRQkuS38EbP3QUm8D4u4YTZ9p9tbVQllO9zl2g2gwrmFXb62r72/q5mzm3GKAkel7Wfdp8FX32fgyh2r7vOZ8H9rueKSYejyNeAv/wH/5jbq9v+as//yX33x759PPX/NEf/5R0mri/u2OaZ9VB2l+q1scwMI4TbRs4D2eCn2jMFlyc4+piR9t1iGTSoVd2WZZlffvTf/trhqeR2zJSeNC7RhRX+B/8D/899vueeZpw3rM3ptAwDDgRfvHnf8nx6ZHhfOLBO22VA3JOqpMTZ+JwJjQNQ3A0IeCcOmppIqLJQtd0xEnbD+ZpXrSbQugQ5zZMTAWJcsyUaNIELiBBtR8LmO15ZieevlUhcIxpe3nsOR4HQnD0bUOZtar8fMymP2ErrgswzVoUCu9B0o1ZvmoTbcBpSzpT0fYoJ4W5jGvrm4G6wAo42TYXQL4Ua43z+vM8K5KW8goszwm6srbQJtMvy4kVnK5sJxML9wK+0fa4ErX1rn6uFFzoOVwcEN/w8HQkZvBNS990fPv2ljgnJLTsrq959fo1fb9jnAZ+c3cPBZpW2evzPHF/e4sr8NVXX3N5uTdDSRPNzTCPI02jupbn0xmy0PU9lEyOM6Ht6GpMP8+M48TOq8sWCMN5sPZKR9/3zPOMuELjVCNF98UTU0RC4Hw64bwnzRF/Iex2PcenI4jQti1XV9fcvn3LOA50Xa+J/TzzcH/PT3/2E774/FParuPu7pavv/mG6+srPvvsU4Zh4O7tLfk88PqnP+Gw2/PtN29ou9ZYUbM+P6cR7z27fod3fjUD+MP4YcN7siTIAz4NlHikb3oEOB1PlFTo+p6ub0ldswopi+rp1CJ/zaOq7wZUAEiWZ1QNgOqqZTG4xe6V+FCoOQosnls1PmLtAKmtUOuaad0ZVJOaTZ5AUcH5BcxQ8oVqFAneNBEz2ppV2TUueMjpeXxrLPDgdBtFlJ2UsdZcy7mEAPJA0wXbNyDruinGfs/WZeS9cHl9oOsDLSo/kgwUb5pAExoF380cStunLU92QvCNxSPP84m2Neap6eIK5sRmerlpSqSorMQ0R9I4E+dI33a6jSqKThXnL4zjADiTQPE4ccQ4k3NtsdZ8VmRD6rCrUjPwXHPDnGk63Y7eP4FMwxwT4xSZs5pVPJ1O3D8+cf/wyN39A9++fcNvfv0Nw7dvyOevIR1/4E3/4x/fHzzyYXn4pJiOj8smRlhZNejfjXWcnb5WstYCrT0fUEu+0BZ6QVvXRJSS3LaM00hoWkSqU9jEOAz2gDhizISgi3DOhRITHk/XKPoZvLeity4sziwJvdHwvHOG2NZWH+199xsEEXMzy8mRQjY3NgWOVvaITTEb5lFt69JcQ/tKqVXSVf/dgl9MUNdEzJakxsC5lGySUCpeSsHECIu1lmnFp+r2QAUXsGC9TkUa3BSrluVcSJLUSjEJWZKCGgUQ7T/VtrrK6GEJ8Jc8xZLtek30mBSoKCKoEGV1N1spu4WyILbRrl91T4OiFTxYzrVbJmLIJHwBL6Lt/OIIkheCg8vRUHJzpfN29LJMxwoSZdTusp7ppEiy3r9rsFbBI7ckJcW2U1a64hbxtwlnxb5qcvfdKVdlhL1MyhVgM4hnYe7Z7+UFs2i5x2T5+/LdrWCJiLaYKCi1tqEt19RVengFnew6W7ue2DNe6gH/aEehCiovQMlyv9pvi1J1K7AntoBmV5/tdVsLXsAG/pFVOwQ0EKmVrrLcLwLkRZhPsYP3AUgvgai63ed9+gpuZBansd+C44gBZbkoE07sGV7azEregCXfcac+O/C/ofGhj1tAK9n8XecUBYIqCJSAEfKkfckLC0jQ1jY7tuVcGhtWPtB7vt2fReOoRpJibkh8x7l478G8/3PqRLoFrd8LzuQN4FRMP6aO97dCiIi5xLxnk0uSyV/r+a3PfeH53FeZoFvEZqmuiolW1jVq29KY63aKAl0uszp4vvgMYRWmp6hRQq6csufaE7Wd4Hc9msbjCEhOkP0iAgpwdXnFT38Ow2lg1+4J/sD+s1dIt2OaJoZRBTfnWV1ttC0gaTJMQcxtVqn6kZyFpmlo2o44J8ZhRkQFZL/4ySuthkZj9ZoWUUqZf/0v/3PmWc9Z3zfcvDrQNh1znPjsi8/45NOPmMbJqqqztqeVAgTGceQ4z6aLYa0PTtfoTz9/zcWVigXvdi3BeW6/PTMOI9M8cT4PnIYB7xxNt6PrO0ITaNpWXXODsspLUit7lT7T+CWmyM4VpjmrO6sUpnHg+PjEeB5pWtVh2sYe7x+FReNorvdoDczs796DCb5aIPK8BaEWXUrRlikvmkhV/aKCMnS2HykGFMUEWQjO4/BMCzhetFrtHOBV28ihoFJtg01xfYZdbY+x59BY02QHxRzfTMC7lEKaE+Kh7U17xASJUy6kaSIXbR/rdjtSKux2O65urmmbhnxvgJDFExcXF1xcXqhZzTTTdw2nR71vSyl0TUAo/OznP6NpW2JO5iLsiTnTty2+tP9/9v7k17oka/OEftbsvU9zm7fxLuKLyC8rs6hMFVUSlEAC1YC/gRkTBCNUYpBSjUgxLBVDpkgFAwYIQY34E1AhEDkomqoiqyHJr4ne3d/mNqfZjTUM1jLbds77uodHfk14ZLi5rt/7nrMb27atWeuxZz2L/W7Hbr/DGDgejjw/H8lZBLNDjCqMbCpgHGMSAMlEMImud3SDZ5kXFdxeiEUzClkDHx6fwQhoNY5npmliu93xxY8+5/lZMrkZa7i7v+X+xT02Z3715df84ue/5Cc/+bGEvyQBu5bTiS9/9RuGoWcJQbSckmYKdI7d7Q3dZkcyP4hl/5VKWEjnkak/cnSS6Ge72bK/ucHkIKHQyeGyw9LJu9DxK3l1jDJf5MeWMa0ggUhtGN03atZHqOfI31AWU7N+IP+up5U/RKKgvYYxaObNVJd/MXHUVtTzjfqrMsVkSrSLwWBzVqKkJCRIqh2kC2nVwJWk4qLzVJ7GGclannPW0HCLYwtLXrOvAuSE7ZWZlIpPYemdYxju6bzDGEuItmbMLqxm50SLagbSIvWWNB3qZ7Sbbxi65m8wskcWIgHVvF0CGEMKSVidMWGzANElpkdbmxzEl7QlwiJopk59B8YKoDSOozQXSX3vdkN+ndcwAjr2nWxyiNrLmt3WOccUJ2K0xCQUlUQmZFkfBUCT0MB/Gct3B480Jag4IbIwZRMVIAJFK6qDY2zJjgZo5zIgkQ5KLXfWEq2FIICNBLDBsgS6LmKNTsaa0cG5Tnaoomok6O6rA7ZdTx42kg3MiXhhTpHOOQEArGTmKgCSsYLmGgyZEpK3xjtmMjlGQgxYBZVyYeMUw7QBU1aNGOE41SGibdNOSm2okeipJXEI6wnFAAayDKLiZySrQEO7u5yzQBSmZEGTFI/tTr7gImUS1NAqE2vwg9VQvSr0y2q8lx3BmC/DRSo44Ywg79UJtRjhjK8AhJYCQIltJLuiK3gENiel4yuYZFinhywCqQIeGY1VlumpxKFWQI91UliBgFx/lfuV91gmP3LAxamCTmVyWSMp5D06Y9QuzCr+mDEpSdikvrcS7ialBufqdVoQQu9VBb7LAtWCcgXoLKDQJauoPmv9oblXaQfqOy67wRcaSNf9uP3bmqrJVMCH72sM/69+8RX/u//1/4n/4f/kvy8faL8xxbAu7XIFXlRHNamD2z5eA7DUdm8WvtUIAOmr632kveSDnC8ve1E+CkrIi8kFhMzU+5ZdL3LpJ1eXK3Ux6+L9IWBgrn5/7Lvmgn/d77zMUxVEuaqfyWAnIFDRBtMe2+h4VEV61RWpg8AgwFF5/99hMS/P2VanPH+hQ9bvGtDqY6U8X3lJ1++5XPfi2ctzNQiQriX5ik50edcCKgozQ05b150yD/wuuFF9NawGOPkjrwqjj9e0TXMucJVxxohYqU6NSTdmUpNEozCTrp91jXTKq7Ns9KcA+N8Dl+12v2E6wziO5CRAh9MMLi5bNpuBeZxZYmSKgZvtHdslMgVhHsVtxHrdgBm8sDc2G8bxxHmeWGJgu91AjEzLQtLEExgnejAKctzstxisYsaq95NhmmZ+9auvGUdpqxAWUp5xxrGExGazwdiMMQnvwFpP7nQXXyno1kBYAvMo+kImyft5/+aBw9MRoyK23lnOh8w4TkxTxHWOW2exG7HrlhCZQ4Bxou8Hbm73qIziCgJkNPQyEedZNgiSl3TWakekGLBWsoftdtJjzmaUMARQloHhMoxAAfmuk7C0lFRLQNJH56gpwa0TUKc4WgbIJROxkU1GUHFt1vvlhu1nrMTUlbkgy7WNsfTeEeIijldMAkS1i3kFsLKEwxUQa9jKMeXQdm7K+pJKaFzOkFZwOaZIDkYd0kQ0Wey5IFpBKUnK+b7ryDkzzyKMHhvx+uK4Wgx95wW81s8BnDfc3d3ilAVwe3dD5x0gWZFf379ms9lwPp14eHgkLAuvP3nNdrdlmmaOxxPn86i6pzDNkzKPDM6udmTU+/rOi35nTPhOWEkxRB7fP4itZoTJlDPc3Nzw6tUrfvGLX+GcY7fdkaJoQZETjw+PHA8Htrs90zhxfD6ypEy332Oc5Te//pLNbkvf36pjvq4vyxJkM/Z7aiv9QZQMTBPL4ciTpBGkHzbc3d8Lm16XVqd27bDdNLasrIdRNbDkYAMqd9JYB5SNdVP9MN3QcVd1KbZY/TcXmrjF3wJhMpWNcfnK1HCq1cSQecuoDyPZvcGgRIa8JoMIS5AkQkk1dkIUwexqJ4idLgBH0qiKEv2y3tNZ0XyyQTdMUyYFBbXIpCWBsoDR8D9jhA2ajCWlmUTSTWhLUj071w0K2Dm8L+9GAV8F6Vp/JoeVuWU6nbpUxzeEICB3ydQWhQDgnGTq9Matma8VX+i8ANXLPKu8nNgRRag7zEsF2GraHGPqhlaRaRFdPVvZjKgtElMgZiuMrBpdRM2QHlMkxIVpObGEZ2Ec/bGDR855ccDUuCNDUsV1MdYUWCjDKqvKebHnyeJwguwiEIjOYRQYSrojZpaAcU5iWovIqZGX2fkO33m8dwydCD+mlPBYhq4HkzU+UgzsGEKjdQTOWmHxamex1un04ShdqRijAloFTLR1YUpRBmMrTl0BDlMGp6SJro5pzqBiXmvYml0nKF3T5dDSUkr3M7K4ig6QUPRzBY8yBUBSmEX+syJGtl4PYRGp0dCGAFThymzIjiqs3O7WpQYsKymxW5CiMGAou8VqHIkYY5koWjEkGoBn7TsFXMwk3V1eJ9sSV+o0zKFoxVxmEyuOSbG1PlysK221+Vo+ErZRThmTIqaE1Vmrr87U+laEurguxQLLGROVqVQdS1mAMqxAUiOqt9YwywRNYRjppyavGr5tppz6ngoItH5eFiBrmmMLcFSuZT1lN6FF2dfF1tRr0vxu+7D+44M2/j6Uh/dP/N/+o/9nBY9yAR51vLU7DZfaLzJ+V6C3wI72EocwpmmH5nwFcUtwZHXa6xy4nlHgTZrP2+9WD7+ADeX3eqWMMOww65m5sm8uHWf7gf6QXqd5nfXjfPXd9Wm/a7kGS+r9zAqcUO5bADGzHmPL7k2dVFEvUv4siwxw+aLKjQRi/u5hZnodXefqeeV3ceCKMVoH7McenFVHodSngl+sfxv9uwL+eX3U6wt/cB+zflwYZboeVS24OleijvNH2uFCBJzLetLUJ0Nh+eT2sco8hCFr6Fq+7vxVL1DnbK1vTrnWt4Ygl79z8/cHbVED36Q+a6Otbfl7LH3X4a1hnqeaKa4bOnIQHUDvxbENKfL0/MSw7emsY7MdMLnHe8fpdGI8n/He0W+3dENPzIHTcSaEgPeObd8zzyPLIsk+us7QeYdNhmkKZDLeiXHtO9El8l5slYf3T1gTMNbivTCHhLmWefPmPd6BcWjIv8FYDX1IGe9ks27xS81eJRsrWRzt41i7uTGQg2NaInMA3yX8MGNdRzcAUUPvU2aJCaO79EsICkwUW0M2/vIUAVtZdmWnN6VImmdubm7E8C/FjMSQpPsbq+zjto9kcSo1k49MHWq7zBryZSyYAppkCgNUcOy0zg2LrOny8FYEtcs8LimhxK7ReT7FhCHgTaehalCRM5qf2ISoVXYREP16jCzyFGm4+mxQ7UCZk6IKxQbQ7HhRbcxE1qgC6sZaWALzPHM6n+mHXkEkfUfzTMqSot5aq/a6r4CO7yyb7ZZlXsjA/nbPZpBU93EZudvdsdkMPD8/My8BZx3393c475mnmePxKGCVEUc3hsiwEd2VsAQVDk6cjkdiKJnqErv9jtu7W4Zh4O1XXzMeT5jO1UQz1lr6QaIcvPeSoGfTE0LgeDyRYuBwOGKN5f7FHfM0M44jxlpuX9wz9D3v3r4TjZR5FlbdtGCd4Xg6cT6dpB/67+xq/VA+VkIQ9hGeZ2MZNluOh5MCHypwjESvpCUSbZbwV9sAA2XZNkBnLu1pYy+1/HQtsXUMl/VFv63TxupPFfb6uvmLbva2D5IbmYlyLdXfLfZ2qWMJk8tyNaM6RXWetep/J6HfVhJHs/FljGnmgXV9t6bc00JWeRc9L4ZZI+V1jUY3xo0FZkJYCEE06EzXYZ1X/34105wVakdSjUXxnbVOoD6cI81RbRPxWbKyS2MSplGKOqdqCLA1Fu88OQp4lFMmxyS2sBVgLqfMrHOqMGFVsiNLkq6sCV6kWYpttEYMSZY3R4dGXKldLZpJWbN/yrFRGVtRBbLDshCWhXmZSOEMaeSPHjyyVsCjrGEOGXBZRb1SJqaZCwNZDX3ZoV8XLoFGMmSHN0LNi1EyXojSeWC32Uh8YwhY53G+w3cW7yX72na3Ydtv6YzqE2Vw3mFMFlQXAQSi83WHyBWH27bgUck05mjR4gyaYtRiXFloEtFFzVQT64RVygog+fpB1t0yo4BKuUMR68JoNi6jjo2JGktbnHan4JAMINFjKY4MsntEruxoMd+txqvm1RmwtqK35f1UdlUBb5Kwy661YKqPWcAIdaSLho61xaArhpUCWKqany80RBoGjBGKe0KuWermKgBSMsvZau8Ug61OvtaUW6poeTl+nZjrY2TpE2vPLL8zpkGiC4RI+a5uccsk01JYWxBxZaM1w6Bc6QqguDBYr/3c0g8NZEQwXDJ0OR1LVPn1VYpdHMUK5EEFkqyK3q0AWOmj5d/rp5VNk4svq32h2r2NQ8+Hbfx9LhfvErgwyMsnxoDpLwGyYvA3ZxXnub3UanOsDmyFOrKlKE1J85n12kUTI9d9kDpPXrq+141tLn4VpkXLSqkg1PqAl+eb5rMCTtX552PnlIfPH/n8I6W9VDmnDObSkDS/c6YyjC7AOYOEq5U5rUUx0nqZC+BIASNgBY6uxt631j2vmiXlmh+I6V611Tdeu5kU2sciUzWcQP++cmYvLpubtisfSd1EjHI1cI1BjcO1r9ZInNpf8+XlG1ZXG7ZpzKrr1vqidZYsRqEVwytlK3ieaQxr3e2XTYaor9dcXpOyhpp63Yv5tQBJzfxc2XdiotbvjFk3Sn6vJSVubnY8Px+Yp0XDZLYyFLw41CnD8+GZ9+8eGMeRH3/+OS9fviCEwDz2hGXh/bu3WGPYbQd8Z9ntNsRlZjyfmeaZ+xe34CQTlWTJSVgH3jvGKWm4mSHGrgq9WmvZ7Tfc3++5uZEsaU7DcoKGtb17fyATKx4hCcLKZpSwNjoVNd7vtvquVU4gCWs5qGZ0CGJXJWSUhzny7t2RaQ6EKOLDxokTt4TA0+NTDRV1NbmArPU52ZqIQJwqMdyXZUbYR6KJ5qwT7SVr6TrHOM1M80IKio1cd5GojKN2Po9Z9JHsUD5sTpTxl0JhI2kcZUAbzK7jtYiFqj0o85p6fTkR48p+r+FqFONOLxKDnON9MxcFmE6IrltZvItNJs8gGUt0F7+s41mduyWQciBmMM7ju+JspRo6Mo1nDes6cz6euXv1AkCE0p2T/qJrTwwCrhU9kxADvnMCki6Bru/phwHXeTIwz0Gjp4VF/fLFSzabAec88yxJcmJUfS0Q3SNneXH/gpQTj9Mj2+2GnDLPj0+M0ySZeseZ1z/9CZ9+8RmHhyf+8v/7z/Fdx+7lS5Yl1NTgOWUOhwNd5/He67USj49PTKcT0zjxyaef8OLFPb/65a+JQRLYvLi/4+7+Duss8zzz/t17jk8HUk5sb/YcTydOxxMvX72k634Aj/5KJWWYF3I+c7aO4+bI4SA6MuKTGZz17FNimmZx/p3DuYxzXkO7ZDN8RZCKX2MreCTLUrHf1gzQ1a5r1+L6q2zSoAx3Glu+2CJ6eI5XNmhZ867chObf7efOWBYNx+37TvzpFDB51bVMdaPI6aOaxoeSSa/U11oR5uicxzvJxH08R/EfCilE11xrIljZsCAmkunJTuYoZ52AP0vU5EyWVJJjpUwMVJ0oo+/TGk08YuU+SR5QTa9cw4RTFNkHZyS81ztf/cOYS7oMtVOKbW5MZSFaK+8whKJlS32uDGJ/Y+vGsTDDrNbDSLJMlMSRlamZIebAsszMy8w4jZzHE6fzgdPpyDyey4JH02n+pSrfeUbzfaeLsrAzAHJyeAzJJvKsIFG7pjYZJuqA0n8ZZ+mtiJt13tN3k2T6MJZhs+H56cASAqLDJZO6COUNvHjxEhcyaYlYDM47+qGHLAuVpK7X3aloKamwXREUvtKAAadARBnsugBaKwMliai3zb4u7jGlBkBanT5rWvAoaecx1cWXr4rjbQHJGiDURUs2ysIxrHH2ydSWlAFYmDIa7lUMa1OghSzPpM6WMFWKWFs7YZnGWBeEFlgBkgZIkTA/3+SNK2CcTFKmgkeWEuNVOBjaHNo+pmanQ8N/BLxSYWqLgiCmiU7JlB1rYSZo6FaT6a6koqd5r+KfZp2IcgUSKwOsOCHNLH3huuVCFy07AM23aXWKCjLeOjnNVa7ugfYzbSHTtk3DcGnv/4HTv/60LLA6vppzTD2eelyharaffUCrvsAPDFazLJW+wnW1vrfFrOMJqr8fk79g2MnCIyts0rW+LPlF13B93NXpziBaQkbGT1SPpHW2c0qqIQYtiLzepQEo1hWNj2XUKscUxpngG+txl+BvA/B9tB9x+Vnbb8vnhbFUAr3Lj1ftoZLVpxxfHJ0WXPloPwlrw1ZV/GJYrX221tEU/SI9p9Ylsuo/KUUCDaG9YBz9jp01i0O3Ampaj+KQGSP3bcCMby0tSERTne8EcOSLW1yGAa/AURuWbH098+KW1ljNYnnF0mmsVwMXYc9WdQoKYJ40bKhBTCmrYOmfH0CfCvaLZp9uT+otUm7WGZ0HxVhb19hLbbkVRJJqyjpnMvXehcX7+y7eoAwdyxgjx8MR74Th0G839CqAPM4T08MDb9++JcXE7maQ0Kuh5/b+lhAXjs8HlmVht7/Fe0uIgWURAdGc4fbulvE8qayA9H/rLC/vN8xRxHxjSCxxYj5OnMaJn//qN9xst+xv9rJjO03CKOkkzOfli8wSzzUNc9J1z5qM857T8Qg5M3Sd6N7MiSXO5BAlE64xOJMJJmItjKMQBT1iiJ+nzHkaOZ5Hbu/37PY72UV3jpv9HpCQgCUEQgwyFKJICLzc+qrfZJ2EF2w2A947YoSwTDgn+kmd37DdbhjnwHg68+7dw8fHXkxkU7Kd5ZUWTlz1hrKobFV7ZFlWIKcYLa6gbV6BoCzAVJR+6bpeNlFN0bATOyIFHRt9D+EsAt6pHNfetxm7F2uFzkneaVZII/bJolnbCuik4FW1Zxexd13X0fUCCNVjY+R0OBIxTONEypLlagkL1jnNumQJy0Jm4Xg8E5aF7adbttsNKSf6vmOZZow1bDcbjBO5g/3tHuKC8077leX2xQ37/Y7j4cASIl5Z1gkBEYe+o+s8mcjpNDIpA8o7j/edhKp5zxICu+2W7WbD2J/xuy2fff4Zf/fv/V2++vJLPv3sU8gwTRPnc8c0zTw/P/GTn/6Et19+xa9/9RWH5wPDdsO//W//d4gxMJ7PpHEUx1rfwBdffM67d++EHXU8iLV/d8vd7a0+0/dhJvpDLzq+lgmOnsPmxPF0xjmPtSKYH0LgfBqV+daTfYf3Ooz7rkqViG+WyUuSaFInQIHrGha3ubgzNTIit36RavmiMilUT3c1q4oaSXVmlG2I4dJP0HUzZ0wWNmVNOV9s2AwYizfiC/d9Jz7vInNs3SgyVG2wNEO2xU9Ndf0W/aCIc7ouey/ZIglshkHDdIP6neKfhRgrGcL1XrJV5hFyxuROfNx+kPatJlqW7MIJDRdVwkG2FJW2GNWXJYsuL8U/EwakQ5lAztOpn2c7IzI6NXurZOxONmmUjm4+JUnQYO2lTSDznto3WCGgqC8pyeQl0icm0eG13qmZK30jxMjz8cjj4chxOvL+8YF379/y5t3XvHnzFfH9O+lHucgt/MtXvjt45DuNB00QpTPb3GFiwsZE8uvOoOBGCaNASqEGFmfBuo4YFmKMLNoZu67H+V5jGxP3L+7pNB2g7yQ14Ga7pd8M+M7R965qy5QdLt956eCKGDvnmKcJDNVRLPRrY8Swks6yMmjqricGm5LqENra8VJO2JQwSq++tj+chm/FGKTTOU9xQ1tHdQ1t6cgkbIoqbqYpWis6bqsXW8KPFAcFAjlUeEZ+NNTKIQKBJd2OAXwVG5Q2sG4NUytaUDW0q2wnZ9GUqqKQSQGqAnQU9lbVyKGgIZcNkyVbQWUw2YL0ijYVNtV6OdWpktOKY4nubK0Ov1Uwo+xi13bNkGMD+Cj626bWbBOgkBU8AEXb5ccW8K48z7p61DbKFcRrgKP2lVyVwuRZgRt0Qi1/tyDQCu60gNG6BSyhgSuz3eiuoqnvJDfnr981fZH1+xZEurhvW/cCHNGCFN/nMlyEbKUMJhlZNL+h/sUJj+VFRjAh0W/dils0gtZrfzas2lZXwB6AcQr6lGDGUkpoRQOOAKIrVfjI14ZG+euSAdYKeF8AN8Zc/v5YMZ0udknmDdNcywqI/Tuvg3UqWOeiCyfLmBU/y+aqns0x7TVybH70hbSaa+WcXHbvTXN9e3X9FSRZn9Ou4SfG1J2pS4Dsm573GyjK1+d8DLQr2ggtIJWzgpr6TzJWw4bKdS4PXzcfsr6v0v9ltyxRWXNmNaQuqvqR+sr82MxtH33GAiOxrh/QzHXl/Zh6PO28ifRn66xmLfqQPdTieOhrz1mzq5YEEg249PsuxsD5cGS/2zL0A/O8cB7PTPPCnXFsdhu2dsvNcsM0jdze3vL27Vv+3/+PA3/6d3/Czc2ezWbLn/z0Tzg9H3jz5VeigYhlt9tjkeuP41myzSwLTu2Asru62W5wg2xgoStrjInnw8jpdMZ6T5dgt9vT3dzgxpl5XBi8wx2/JMWSLMHSuQ7fdzjrISaen5/ZbLe8uL9nmSPLEkhB1vn3799xOp1wxuJ6R0+m7+B0DowhE5vXcz7BvBx5fDqCgc12ECfQeYGArVWNS5mGosns9jvG08g0Tcp29vQZ2XEPgU2/kUxtUNeszltGYLPbMo6j6HxUQ0DnhmWhhhoktwLoeYFwPRcDRMQL1bkoonOHhpOoSG2dx7LYq8bYVYRfbia/nBPQKel46bx8Nk1yjHWwjFrfAuJ3K4hvQCn964BxHrpe5pIQVU+pk4gX74Eome+6TsXKPbYXpn/cZ5IRjaDzeGa73YmztgSis0TdyAjLogwBS7/f8dlnr3n9yWvNAgj/2X/6n7Hf73n96SeSxTgl6XPJEOfE4/FZs0uh7LfA+XhkGDaknDVUBjabga7v5LEs7LYD/SDpvOMiwNc0zWAs9y/uCSEwTjP3L+/5/IvPCGHmzddv+fzzz8iIBlfXeRG53u85Hk88Px8ZFShzxvDw7pE//7M/ZwmRlz/6gq73WGs5HA4ih+FFuNhut/R9z4sXL+g6z939Hf+X//D/yDJNv+PM8UO5LGXcCYgas9hcThME9P0G73o6N5CiYU6L2E/W4rKsJ9a4xse7XossMRa/xqqmKGTGtQZljSquka6jVaC5muiy1qWalVvjGXROKX7rxZNVlq74WAarvkixUwQ4NkZC86xBiBwma1IGZVVF0W6TTeNMzOFiDS2aXGERML5LlpSjMGW0Xp2TbNsWgzdWomJzEB/ey7gr2cW9dTjvscYLeDyeOM4LBpGa8b6XbG9Qfewyl7toajvGlERnqWRds0Lo2HS92NKobmcG70VjaZ4leYTot2k0UJS5Q9yhlURQws4EVBO7r4S0iYh5ca0sIWTVCpQXWrADAdcSIS/kHJmXiWk+Mo1nxvHEOJ6Zx5E4zcJUnQ5/LT3/+1q+u+aR72VHK0XdVTFCR1NktDP9BfCQ3OqoF2kyY0QHySURyl6CpLR0KQsQU3agrcV6j9MdBt91dN1AN3R0vablTFY3bBSQSo40jgybQeqg6PHWu7UTFfCiOsDawXxXDXYBBAAsZujxNdYxqtGmOyRZs3d94Fzr37PEWK60xdUpb/27kr0tp4glknGCDBcDOGvmMLPq11gjVMUcHUuaZBLLViYgq0CUFwcwZwkBW3WU1rpWzpFOejXkRQ2tetyFw6m7+eVERN+iHJt1gFu3Pn8N2CmOt/YRQ8SSpd4NqCS2mqLtdq2LOIOrk9E+i9WLG3UGK3CUY83oZhrhuhrvWp7KeT03rpNtc53SZ0pGp+rwpOaZSt0uHPYilLmyngpoZEtbG9HfsgXUqT5qqpOXgBMr46qEmK3sK1uz28l9G4BPHWDbOs5XDl1br8og0M+ybccLfzAlpZ6cU2Wn1efT3daie1bGvdF+d10Ka6IU6R/KKDQ6hisiKH3AGgnBrG2L11Yt17l0QAqwub6TKFlwyKx86g+d4Q/qfPGCzIePU1bJ9t/tuY2z9dHPv8kpv/DqtVTH6Lc48XUg22/uYGZZ79OCR6WksN6zXiMh4W4N6JOBuAV3Xs+1V8BQYVn9tlIBqG+JaW/mEj3pY13st96vzEOZQk+XextjMDmSmBojMbMsoJ7rx293dc82HLd9X/lj77Ut5pJHl1O+0gVc+3SZx1YMsaHPK9soo1lKFPD/NoA6Ayk7nA14LDEt5BT0GRrH4PdYTqczw9BL6IST8Ho7BpYUOaiOy/7mhhevXuC9E92U6czbN2+JfxZ4/ekrXtzfst0MIjLceU6HA9M8KQ6amJeZN1+/pxue2W4GNv1OjP5syMkwx4Q3XjbLdO0YBsv9i1fsb3b8J//Jf8Wbr9+z22/Zbrf0w4bNZsPN7Y4uvGSZZ+Z5Yp5H5nAAk9luBnb7Lbvtlpgy79+9F6fFGDrf0/Udrz/5lFdJ+2uG43Hk6XhgTs/CXtdh43oZghnY3+3oek+MkTdfvaFz/lJmIMsG3c39raTpNpYIpBAwMRFCCZ0KZFvSBAjbPCEM2n7Tg5PNw3maCSGRszCXsoE4nlgRpRZcAr4x4XpZM1Fzz6BilepUyo42hQE9TxLyYZQaofYqBgF9CvBT5v26iRYv4+2KjeG9+phmPbaKjGcq6KSbq3Qb3G6HcR0hLmAtty9ecfPyJa7rOE8L/8bf/1cxxvL1V18zTgvzvJCjJDQ5ns7My8JmuyHmxDIthHkRG33w3OxvuL294+/8nZ/yxY+/4On5iX/6n/1TsjH0fc80xWYzL/PmzVuen595/foV0yhi2Blwrsd6Jzoi80SvG8p9N3Aez1hr2e62suGYZdMYA8s8Y293YA3H44nj8YQ1ls1mi9Mws2VZCDEyjiNd1zHNk4plJ87jSAiBYei5vbuTbLMZbu9uajhe0VY6Ph/JQNd33L9+Scbw/PzM0+Nj3XT/ofw1lRxgPBDfZ969vZduHqNkklwSfT/QG9gMPRhZa2KQDV6nIVGms7hCHEDtQc2AJmZvJqncg/PbVbYkR1KOGBL+woTSpDryLx2yWfXWxC4U8WqJLClAUPEbajEZm1RjVycdCR8TZpOYlyWMDtaMuSJwkYJsnsi6KTZuWIp+q6n4W0l8Y7KMEwOqp29xzst8YFZ5Em8dznlSjnWqwhi873Aq/B9CJCQJqxv6Qfwz6zDW0XnHbtuTIsIOqvh7YVrlWjcyGG/w3img28txKaltkQkhinh2hmysbCClrM9eiBEejzBlU0zEKPZjNFFBJAGNrBXWmVdNshgT07SQkmHY9EKwcKohjLz/GBeWeeY8jRquduZ8OnE+n5jGEeYzaoD9S12+u+ZR12E0I0QyVkKpXMQgYWu2CgcWACbWNa8YqcYidPqUMEkMymgzrsTI110Sh/MO34nekes8vhcGku+EXieGKPWeJmV8Fyt4VY1jdRiLj3XNBhDEWECJynKxGZOsiHkboWgbRbnL9ddiVgPaGHIMgMbQKsJpFC1fg5UAU+I8FZBLMu0YMi4L28dkYb5IWMpKyy/pJRNgnMcoAGVykt3mclcdjAWgYnVxG3tIIKRsjACBBTjSiaOW8sy2AcL02bOCGrn4z5g6Mcu5ZZJMGm9qa0YdQdPX9+IqshYrsl9Cx1pnYMVn1OkhK1Jfb6mq+iJ8vjKY6sz1gWsh4VlrOIYw7dbQtYtIjfLv5nrF/ivXunD4FaQoSHgBisrzlbZsN0OMcRLsaEw1+qWdHKvelE7SpV8r7VNARuQ8u2ZXEyCpYcI16HzzVi+cxfb9tPCH+aAFvz/ldDjx7/3P/pf843/vH9H1nUYblX7dzgPNO73sYheAUfmaC1aD/JicKcyUAii3/cDg6kJMgSxNM19+ABzJOZdF31DxC4yhZEiUb+2Hx38TcPRdgJFvKqWDVtpA+rajf/frXoMFpa2TUwCpWD9yTk4Jk7KOL7v+ZFvb+PJ6F4N0vW/5rnx+3UZtvdQZlr/r/y7PuQJhPgDt2gNbRla53IW4d6prhoS2JAHn6+ZJas7Ll+895xpu2obOrlX8hjDbD54nXzxObQoQdmO5ZtlAotiYl+ttDEG0FbSehSkXY9EgkAuJUdcwkvR8+WzVd5Jzo6bPDiImquOxMJ9/n+Xw/Iyz9yzzwhICKcNmu+N2d8vDwzOH0xk/9GyGgf3NjuUh8Or1J1hreXp64uH9E946Otfx8PDMfrdlu9sxbHpSXJimjpzhzZfvCDHROU+wkZxkzUjO4AsxRucQnbXAGG5vb/niR59yPB44n848PZ4w1vHixQ5rMj/+7FPiEjgennl6fuR4eK7AIDmzGwbd7BEbqVfHYTrPdF2PdV1ti93+hhfxJZ/OEz//xZe8ffeI7wyb3YZ+K4yXfiMbhiklAYeihiEsgWWRsDuAeTqR7rZgPOd5IgbRDFo08Uoysv67TsJajLEkDMFYfJfr3GCtIYQMbEhotjHrIepc81vLykAFg/EeOqemhq2bNtY5kkkqO2CF/aObBEAxvKTvxih6GZZm3KmeEtDOC8WRI2fJFAeXrKMyTopxV+5l4RKst6ScJTwwZcIiTKRxnCXVvGol2aFjc7el6yy7/SCaMLrpa71jHEc2255xPAuzS7XOTscjdy/uMc7y/PREIhFTZAkLQzZM08TpeObVKwhLIk4z1okD55zRzVTNmuwd1pnqGA/9QC7Zjso8Mi/cffoaa6VOyzyz3+/Z7jYYY9huJYubiHl7Xr1+yTzNzEvgqy+/Yh5HDJKO2znHsgT+3r/6r/Dnf/bnWCOsihijhAFHYYSkKFph+/2eFy9FH+lnP/v5mgL9h/LXVAJMZx4eH8hkQkzMSyIske12wyZGSZCSik1hsWQ1e62QAKJsuIpdLABIUtMCg+r7on7augYZPU5gQ/WFbMQmZa9kKovIVXZ1rmYLQHWU2s0blLSQi48gQVtyuPTpAmJZNPuzho9nqxIpWWzWEqpVxovMmavNIsBJxmTPMkdJrGBXZVRvPDYbUgosUcTrnbekaFaXxhjJgInoLxnn6VwntozaLmWfLxmYNfNhTBFDhzGOc1ogi04f1uKtlUza1tF7T9f3kMUOkMg30eaNWewgkzWKCEPSEO2ERq9YR0yp+sYlS2PxU7O+ENH6tcSYJTtjlmihfiP3z8YyL6Kfl5BspPM8MS0TcZkgZ6b5zDidhXk0jTAvkH4Aj2opGbyKse0cJN+JQ5uiGHcFuMmJlOxFSA9AVazXwWGNASc7Gdh1nbTeYZ3F+U7os4oQlsGbczm+NejBd50aNjQDngvjtSjsFwfZ1EGgAzgjA9HKgIsq6CVrrV2dx+o8XAIpMQZFXVfwCAWQ6i5qLroMEZMTyRiSFeAiq3doAIcjJZkIFQ2pBkE2YE2qz2sok50i22WUtz4IBdhZw/hQkCdh8GY1LlsHeH3vgCmRqtp+rGBEuUOmGPkNXlNnnWIMqQmrTmDJeGBdcRIMJhXwqLbwhdOgTSnXoeln+rmg1eUnVsfkIiSu9KnijGp7Nk++3q7xn0xuvyjNceVglmaqLVbAgVzfwwWA1J5jyhxdWGcCHqEAUdlNMDVzQ8nGtmZfW39a4EnD18r7a8ZC7csNiFV2TcsH5V3Q/Po+lhgT/+y/+DMJZ80OslMxw0tntvbrpu9UTaraNnUEU2Pdmz5c+3KVMafp7/qPXD6Uv40xYJWtVsZHLveiAT7KGL7s91LlAjQ1QFEFKTIrY4nGkWhL47AUB2S1gABHTW/fntM+GldOyTcWU40oudc3hONdgCzNDJTESFvbOzVtoucUEdq2jlW36KrO9T5Xdb5+VnP17/rM18eW7/MHf66IdmqOM027NcfUzlDm+vog9XklLfB6bdFdgyoCql/mth2u6/uR/tDW4Br3KuvS5fxr1v/XYSQjxBlXjejmKEBEKM2HjXdRd/NB21/WdF1bMmFZqmHdrivf2h3/lkqZn+dlYZxmsjG4IWKWwBxnpilwl25F0LXr2O13SqUXLcfzSVgTtzd7xuksWkNWslkZL3oz1lre3t0yqVDwKU4YEzBGQsCHTY9BjOIiBoraMt45Pv/iNc/PA4/vn3l6ElbT6QRPz0/cD4MIYntP3w/M/UhKkc1uy/l85vB0xneOYVAwPEZ1rAM5JlgmYkzM88Jwdyt2Wm949fqOfiMh+67z9JuBoe84nU/EEOm858X9vQy1nCU4KyZiSJzPI1+/f4+zYvOdThPjmFiCMAisNexvtqKXofNCNqJ9VjLyiC62w/cb0bOIhpgi1mQWV/Q8vovTn6lOpFGbYinhp1m1EKn6RsJyT+TzWUCewno0pr4TAZCCAOK1o+uc8PFe1vy6mvtq9koKWZai4yQ2qF7TCng0T7MGXtsqcu87T8zStl3u6sZf10tubWMNtrOEeSakwHnKdH3H0+HAX/7sZzw9PxFz5OZ2z5u379nfbOt8YpPhdBoZx5G7+zu6rhPtwGSYpplh6FlirNpKne/UF5FoAK++wqJZj3JjI+92W0BsAecdN7ci7h5T5NWrF+ScWZbAMAzsdlu898zvn3j//j3HxyeGzcDNzQ1397eEIOK4Dw+PjOMkQvFdR4gS/uOcsAZzznjvub295eb2mWWa+ZaJ7IfyL1Qy5EQ4njg6r8L5Mv/cHI+iU0PRn1RGjRcinjNiw6UopAAxx8SGKtnKSvQEyt6p/ofaWu1Sao2yZQnlFPmxRmQaGxtLTMLm7PprXXlzMo1psNpeWRN3lIzX1fbR9T+V5B5qMxis+Jdqy0uI27q+kqmZy4QVKc+aU6bvNFFTysQlkUwiRCuRrt7iXQc5yjnkygq1ThiCxXEoU1eIQc0wBWtKFfS39R1+6Om9ZG7DGKIFZzpsCs1eodgNSS8sESfFL9HICscq3k1WDH0lFRgDztmKJ5Q5OgbJzm7qZoNTHD8yLzL2l5gY54XTeOb5dOLh+ZHD6cS7d2959/4dx4f3xOcnCVn769pU/R6X7wweiYNtdbEA4xzWe+mQScNjakeWVSqV1aqxU1fui66XWA0CRTocgvYb5ySUR5kT1VZOkK3EYBtbrwTGYLMjJWERFee+ZRhcOI6tU5xWJy5nSDZRUpkWIWSMqRQ38rqLWxkj+kDGrSwQOU+dyQY8ygUxzo6cooSlZUsRM6sGMDIB2VTqqGLYKZOSwSEDW55UNEpEyK84lMUBXZ2kS1BhZToI5fwj3aGdcIBVuJG1Xc2qu7H6S0Wr48pJqJ6Jobo3eg1r15A+yVDV2EO5vKPGealOzbVvWELKklBABUmqFayTdV7BK9EYLeBA6zlJPVu/86p5mh5N9VjWfikHrEw3+Z8AeApcqTN6cYxew2IqKCT6UtruFTiyDYBUFrcC/qyAa138GvDoGkRt2XirQdtcs32m9SG/1yWr8V5HRQscwUedaFmIoLRZeWRratQicAmKy+5IVqfY6ns1wio08ial82mvzoiQIdqM+lWdT0o/oRVWvB5Leq3r93B90evvuPq+ghSgqRp1jNsPzy8XKff4AOi5un4dxdcIRvs33/JZW/EGPLpApYu1VfptOawYU+nqOfLV39ffNQOQ5hlNc0gzttdBXv6d1+NLPZU19MG1PyaAW+tczl+fJakRuc6T1DWpOJl1ndHeeD1HXc1wl/Nm/eDqiNUuXauvt7wGlE0sY6aZO6vxZvWcsqu6zq11zaz3WHMOrhsv5YraHjmpcVpCoVHr9CPj4vdQrLWiCRFjFd0MMRLHqepPieagBefZbDeSXUbHTwyLbmjIc55OJ4a+w5pBtC6cCBB/9vknPJVMU4vuoiYR693f7oTBnY2Krboa4jwvM/u9OM591zFsOp4PR5Z54enxicd+YDMMta2t9wy+5/7+nrfLxOk0EdJCxhKWyDIHttsdJhtJYRwlFfw4jeRdEUU27G96bm63NVuO9yJPAJL23RoYehG77r1j4zsJ9kiJ5+cDD8ej6kgLGLaEyDhKaIfvMilbyaqGxXmDhO6rfWk93kvfct6TsmNZFkyUQTWOowrGf8eXXIBrgzpwJbQtIZsWkK3RTVHJGhlH1VIp64MBjGobWRVZzZmqP1eyOFzeeD1XuktjMNF8WKpT1qKkNlJhqhuMKwzAwBISrutIUUKnu66vmyWFKes7j02OEBbUmmVRhneIEZc80zzzq1/9hl//+jd8/qPPefHyJb/61ZfCNDCyP9tZyzmK6Pl2t6UfegGCZ5GJCEES4HTe0fkNne+INRxHQsVKSMsyB3l3AM4xDENlPm03G25u94QYmeeJ15++ZhwnyciU04VfEBYBAjabDbd3twzDwOPDE09PTxwPJ8nU1nkJIT2eWOYZt91IHzLS71NM9F3HbrvlrTXEH8hHf/1lmQnLwjTNeD9ijOF0PgMWZ1x999ZafPKU9PDZinZvSgmbVDbDGmErNRtKEs6WVdNI11Ya3w6RyxBwuMn6BThss05R19YKWJSSyzaK2AFJk6s4g9SnXL+eY1bTSi5LUsFpcmGxq+ZhjKt/pNqtZfymEACjAEnSzwQQsrrGCq4sWctSiOA6LA7rOnJSIgUSHk02OGwVsC4b3aD6QfLwK5s/y7qHtVjr6YYN/bDBWEdMmSksok1akthktRWKTVX8miZplDEGRxu9ovZHXm0zIaX4NUw+ZxEnj9L2vSZ/KvPJEgPzMnM+j4xLYJwnTucTj8cDT8+PPB1PPDw+8Pz4nuXpvYj3/ZGU7wwepUwNiSqOrnNOcl/ZokSfKOnnZaxdoW/GlOHW2OOtkScDwzqv4NGl81tKzqLgUxw8QGLaC6ypFnXRbqn3aB1inSSMMSWiqK7XJidMKmAMVUC3hmbRjv/GrTYi9lnrmnUQFYdQ61FEPSGRUsTmSMqBnKUTl++sOgoiirzG0mIyzmjoShSDlGTBrpOFIODqpBoB2wqIURzUVZystEUTKtPaH62zzfo8pU1ze44O1Jybz5uymnBlQrMa6iOVrjo92VAzG+UsIQkpNuAa1QCqjk3ZmS/gUQWN2gqssWdV50bFRSULWa5AQ/EHP6z/ZQOV6rZNtfbrNktZabqClOu/8yVws56rk2R9V9Q+XMAjWuCo9jUobKOa/a4BhC6dvUswxZir+7TPafg4lvC9Lrm+7xYCq99+pJOW91vnn7reiZlcJouSeUEyJAJRY9+do+yJ6DKMpSdr2KYpDkVhPNYmN/V9FHAxfayC3+mZmz50/V39pStqzXamY64JTf3We3zbMcX5+q79ZUUhPrzPxVguCEZ5B2We0P5dQjPbx24ynch2YNmNL4hG/d/HHuTiV322UgVjkGW0dRivoZkGdfkAxlm1nNYNCbsanBXQ0d2zsgYnzZSUy1x7BbIUIzW3PuVquLW1uTRm6/+4/OvDNikaTKYyXde5rE1O0C7f5clLxrar210ARt9467pWpwoayYdJgXZlx5pvuc7fUgkhYKxht9/hh14cUyt5Pvt+wHWycxt1rS9rNGScs+y2W1DgqOuE0TPPRcdNNu9ijLz+7BP6oef56cj5FBmnwDRNTCHw/HTCoJkIjaO3Bu8s/dBzns6klBiGXvRdbm94en7mq6++5u3bJ+aXL1liJIaFlCQ7z/72lrsXd1ibubk7E0MghsApnQgaYm+9x8SsmY881jv6jQiGpxSxLtP3Buf62metNdx8+pLTeeRwkBTpdBHPQHZyDecMu/2GH/1Iwow22z1dP7DEJ0KcyBm6zvDw7kiIkWET6IcNznVql2R22x1D19GlnpQsMcpudFBb4XgwOsxKp9XxWOf+tljRWdNU4CKycfWdK9loyzRliU5ZRS2q4H09voL4dc77SF+2dj2uru+y+07RSYllwGhp5tKaDMRaBbZEnTSniDMDMURhGhhLspZoHN45ZZptiCkxz5KqOoZIDJJiYuh7rLXCGpoXnp6euXvxgj/9079D1/WcjhPWGHrvyIPj/u6Wr77yTNNEP/QcDs+cxzPDMADi7PZ9h/cdMQXO5yOn45n9fsdut+N4PGKSZTrPvH/3QCazu9uL2HeK9H3PMAx0vuN4OBJi4MX9HfO81MQ6y7IQQqDrHNvdlv12w4v7O7abDafjiYd373k6HKhrTjYsIfL48EiIiWGzoWgpjuPI09MT0zSzVfbTD+Wvu2QBDpIwzhbVmJHMez3jPMnqokZ2p+y5uET8oCFmWGUfJWUounXjVG+RYyLZhsmqPqx8nesSU3Jco3ab+FSNn0LZ3LB1nc9lpcuoYS1hWaYyv7UOSXwlczGUDbkQDqKybtOq12qMZM6U42QeTikJUKKaggZDWIShajJCUIiJ8yIaYIXVF3StdSqAbTWDZJmeYs7kCN5nYlqjJErGtyKzZtXXzEEyaHonjFZr/YUPUny3JQSSdSL6XSXgMr7Y5NmQYiSr3qU1DqzazQqIlfXU6fM77+k60SxLSdhGYqtYYRyVMHrd+JiWhXkZmRfRSJvnkXE6czofOZ+PTKOwJtM4SibAP4JwtVK+M3gUi/CeGqtFjNNaiY2sQIlBdhXrbjsXDrspzjOrsWzz6mrJGBbwCKc7ImUBLo6VqNGS1WkougmmLow6UDMUFkAN86Fcw1aHLRXbQM+1yapTqKJ+anTkTGVtNPuljdNjKhDjfHVBG8deDk2u0IWF8CigiBNBskK/zwkTBIiLRBV7vjT2LUHC+pJVITCtA4k62rRYMjk2jCNr6yRXXWrbgkeFldIAH/X+7WNf7YiZpnXqtvh67jVQ0WAa1dlekRhF02PWNmpEFmtflBlMoppBJuBVk6He66r9bG1Hs753rX5hBF2+59KO6+f1SUzTf68bQ9uxZWkVuqUBjF1FYW25txWWSmxj5c0Kfsg13EVbVsjDlDa2tVGL72aafnpdWhZabf7m+crn7S0v7//9LK3PXlzM6rqXnd2PnVfmEO3jxshCpWqDONsJ0JgjsYqsy86u4LsljFT7ki1zU4FODTXFPPEDwMZWELWZZ1Ro8Zvqe/k+GsCifF7CIlL57srBz1nZMVyGol689FL3bwJ7WHnJv0tpgZxrRylnrU+sQFfWMC0BWi01q9oHJcp3aiRW9lK9R+ZiDjOGmnGtPSYncb7bUtsiUTdKvgmvELXc5npX4EaZZ1ccRNdZsRhzWnV+ys5n0QHJeW2z2g8+4mzmj3xWQKU2zDvr+70AloypDmdSUex6XZo0xsVQbhrC5HUeKn0mVd2cq3oZ1h3Xb2hK6dq6a5iT6ChiMMlVNmYLqP0+i9Hd2M1GQvBnJ2ndTedxIZJi5PnwzOHpgHeOzneStjx5psniu47H9+/5za9+w7/+b/wDbNcTw8zpeGQaRRNmt92ScuaTzz6l71/y/HzCHQ7yXueRJUSmZcHNgWxGQnQMqRdwarfRmkpbhd5hXGRZblniyOPToxjdToSOh82GZOHpeOD+/o5+6Ch98vHxmRQinZfkKb4X1krXCUA02sw4TWRgOk88Pj6JEPKy0Pc9Nzc3GpJp1Pk5MI0w+g3x7obddiv2Ve/5kz/5MV999YbtzQ33KgTe9ZKtq9sM/Ppn75mWWWUPIikbYkwsYcZ1A11ncZ1X/emMcRavwOzN7S1Ha1lm0bTAqdB0TiqEetlfVW1WMx1lXWydzFldh3GWjMgt5BjJy6LXVGDIIqyg8azMIwPbjTojyHWch6XYA8pitcoOjTMCFjX3dqj2UeJDke8VQJJNOiep7r1kBnbWsdlsBCzMHlIiLqolFRPGenHQyvSkGyZdD9M4siyB3XbD3d0t8zxzPp+Z54kvv/ya/X4rG4A5My8Lvvf8N/6b/yb/xf/vn9FtBwKJp9OJ4zhy//Ke7dDz9PSsWLiEqM7TxBJKqGrUrEmS8GSeF5x3/Fv/rX+LeZo4HI7c39+Rybz5+g27/Zab2zt+/vNfEcPCZ59/xiefflLnoM1mwBjDy5cvuNnvWELg7dt3jPOEMZK58Ga/Z7vdiKZYzizTpCF0naQ/t47NZgCTCeGPx5n82y0BphPxYDnmTEiR+/t7ydJJrpo/ChHpJpxhNjO3bqeAvWQKNyRwTgCabDUrMagTqOcmMFmTukrHN+qdAUiEidzDVBtQ+EirW1psECm5ficr1RJy1f2p2sHlJ1HthaKNW2ohKi4SGVRYqjHE6gfFGDHWKcMmqq8ugNTQb6q8TMoBY5KsKbs9ZJjnCTN0DP2AVx88hEjGapjoKtcwz0q4UP/dKOju8sIqESKC4Dll8BJiJiac2jRRspinlMlpAa8bVNZgEVA95IUCyA1+B8tISjI+vXUC+swTxX1yRiQSvO8UkF7N17LRZY3B977aXzlJSGtYFkJIxGVRcewTx9OBw+GJ58MT47wwTSfSPPLHRi/8HZhH0ulLKnMxGFDwxpNzlEHWOLbWZk2VanRHsljGUgqCX13a6uNImj6KIcgKEhVmhDLl9Dihq9F7oSEmHaitb6QATgVMFPiyGKJJQl3UgZwSsuga6axVPK0ASBrKVBhRbbhRJspzuOLMFI/78jhDmUg8JkUNuYuaZjCKIBgJ4xI2muZ5tA2thOjlDNmKAHmOlkQkIoN73XA3JJMl+4i1Ve/IFiCp1Mldg0elvg14FGPjCEAr1CtIfK7OR+vQ6OEyERYBOWM1Aq7CIvKMmqnPoOhwDMSoqHlaDaESl0vOeMzquFRQqYgZl762sp6EuVYQBW1HddTEhyt1Xp/dlGdkBYvacv2ZKayf2v+MkiQuOTDls0KPrZpGWYSxMeCd6ospol+Esp3uFpaJUI53FWS12u9rJjYQwfvmmSqYaoxI0ZS+uiJ6pUv8wZWyMMcUFbykArkpJy7fhMxVMcq8YnQuMCZdPLu0jQC/uYa2XjoVJQMhCrRfh+O0xeC50CcCpUtfN7hBvIKPL1LlHrFlfUDN0ij/cNX3WOeTv2Ip1zZw1VDf7fwCaFmtz0dAjvWaGpYswgIISOoRfSaaLEXt0laA9GIE6uZGat/7b3k+o8BOAca+KYOOKSm7NdykzIOmelq/vaT1tvrX+s4yogkSyxy59pvW2KwhqVdV/U6Ab151Beo518Zs813dSS3rZ07VXrANK6kFo1b27UeKAmmrXqKhfUfW2fpRJpPijs7NZJcJoSPETue03/6of9MlIuyjZVqUZ5Xpdxs22w3jNHE8jyyHkfk8A9D1PTcbCV2bl5l5WRg2G4ah4xe/+BWvP3nJ/X5H6jwhLKQI3nf4zjFPEy9fvcL7DcNmw939PTEFfv6znzFNC5gT8yIaSJiMdYYXL+/IpBq6YKzjxu0Y+o672xf8x//kvwQbub8f2N4MDFtPJjKFyHGSdcg7j7OW3c1WjX44Hk5gDb239Luevt8QxgMDXpyWbs/t7Z5lDpJ1Tg3v7U6e3TnH/vZHLNPMw/sHnp8eyUR2ux2dt8TpzOv7G0znWJbE3X7HxncsMfJ4PLO/8/ihZ7fbMQwbsjGcx5kwZp6enhg2GzrvydkSojDhYhD9m34zkK1hnjrmZVk3cVIBlptQ05xXEEiBL2xheRlhRxRvLSVxTK29nBuSAlRW57B5AhKESdaFfoD9DtIeHt7Jd7YTXaScASugVsqSStuZhk36DQ6NaX5bo1nMvABcpuf2/oYcI9HGCvJaJFvd8XDifCvZKmOIdM4xDD3GWr78zcQ8TtiX9zjnudn3hNfCGP/6q6+5u7vleDqLuHUILPPM8XDk1evXjKrvNZ5HwhIxwPPxzOF44pNPPiEsM8Z4rO3pHBoWGVWAIqRiAAEAAElEQVRAWDSrQpgZhht5NANd11U20OF44OWrV5zPJ46HI/ubHV3XUULN3r55y69+9SV5WcgxcjgcJHuSEf2lGAI/+elP2GwGpnHi7bv3nA4nXrx+gbGG27sbjscTSwjM80LX9TUj2w/lb6IEOD+RwySZ0G5vef/wQEyRzTDgu559irJeOBE5326sJGPyHd51mthI9fFRu6DYB0bYkCkmsoJHLhuMN2A81kIKsVnalZCg+j4J1H5U3yNBvBqP4lbKejq4TtbPILaQMIU0CUSKYupk0U9TlQ0hPQI4YVAaZcFba9juNszTQkgLKQhgY6D6DlgrYaAhEFRqxroOazsBXsS5xBhh7cxx1RMum1fGGDrv8F5sEt9vxM/IhhATISwIUaQw+HUu0RBCYwS8T0sQ9q1mCS0lJQG+nLU4K3Z3zLmGRKeUsG6DcwMpR8YUS3oRmYqVECEso0i40iCzRjK7d71nWhw5ZUIMLHFR4Fdt6riwzCPjeOJ8OnA8PHN8OnCczizHI3k8y3z8R1S+M3jkQhTRYU15ng0k56sxWMCNVXirCFiigJLs3KQkmdEyCKBUwAYdfK7vMZVx5DTEzFZgpxRZuiXDWNmdccasxn0WByPHlT1QnICVDbSCO4V6LyF1mgGsuHlqcOeS3QLWtOeUR5RnqCHs5dLyLZhGiFqRF3FiE9YZUjKifZQiNkmYmhsUMCkUZx14IIPHRaFfphgEIEKBnWgoHogBsnMkY4hRBqCkhbdtBet7qn82X1yY+I10i6lQDBSmU3UQroCj9rsag1qbpnqyAgZmpK9kBImO6QPmUdZjFPUhZCpr4rKf5OqTts9iFRAsNMWCZGdq1RvA6QpEuWqf+m9zBQxYi1EB8ALU2SJ6zQo2WSeOjlUQqHwvdb8En9a+pf1XfejKbjMNQw9D1T0yTYPTNL9ZHcps1m8Ky+gDV7OOoRWE+T6Xf/w//ff5x//+P+JHP/6sjumPlY851Svz6HJcmKb7SvrQUDOqWCOi64o0QAHZG3HrGhpYGJNSAcowKELD34ztOAGtsqWIOxqDpqJdO3o59W+MgXEBFF3/+zsCJeVYL1ogHxepVWfL3IM5AUGspsKALWklsZD1p719ZQaVdtB5PBewvA74b36+61IAISuGZJmHLsJkP9rszaBK1/Ov/vZAtJUpZljT2ZYtC+ctJXXteh/pb61A5HcJMy3g8UVyi2945Jwv+1Ptz80DV9FajKQmzvZyDr0Ap5r5qMxFeg9rLSQJy8pG0w1TjFdDNiKW2plEiOIkymspG0S//dn/xouudSGGqu9jl0AaomQnGzq2n74mTplxHIlhwTpHPwx0vWPa7TifjhyenyRj1d0ebm5wyu4JceHh4YFhGHBOGCSb3RbXyU5zSIGnxzu+/uoNOSd2+y13d3tZX3Jmux1URFqcqpRE42IJC/vbGz75Ys+brw88PU8YZ9hsBvabjqenRzrvscBs5Hzf97gQeXw8MM8inGrsRDKw6+Rca2EaZZfYec9m07PZdhyPI9M4M44TBgHPl+NCDEFEwr1k13p+fqJzjhd3NyzzwjzNki0tZ7rO0w+ik7TfbAkp0XWDailZBuvpnePdg2T7Ct2ANR3gyDkRUiRNk7w3azDeQZgFmCld1emGUMoriKTZciXk14H3oq1iUDZSkjmi7ZA5S8a1OMu1vY6pmCTTWl/mpgQpyLGdF9AoLStDFMQA6HuZQ0OAKSiQBfgBwrge6zwMA/QbcB39bktMma7vNSGMoXeW/XbH8TxBXjBA33mcs8TkMdGwGTYYa3h8eAKo7Q4C2MzzwsPjAy9fvOT161c8PT+xzIuCdJo92MCyBN6/f+D1Jy/52V8cOB6OjONM2aidx5m+k3TdUX2KpFqWxmzY9BumcaLre4b9hs1+x/52x3a7JYaItaGGNaWY8Z1nmkbt+zu6vielyPk08ouf/4qvv/6am+0Ga19r/RbO55HD84HXr1/z4sW9hrjFmhrcYNhvdzw/P9N5zzD0xCjhcv/V//X/TPwjSNv9+ysJlpHlaHn39p2AfDlws93RDxvIso6sER2Orh9ko7aD7EQqw+U1csE2YaZFNqBo9RQGoQWYAwZLNmklERuZCoyFGCV9fNm4q5p8UIkQSYWnSdK/c86SNSwowzcic3IydEautyYHEuM/hMC8TIRloe86MpFxPEiY1TiRE2y3W5VUUTMlZDpvWMJCmJRRiCQgwFiWOVQ/LcVMTOFiY8p7j1cGojXivwqzskjcJHkeZEoCyfzWYTQkrsM5T0wCBtniERmHc5beO10n1o3tEhzorK8haSFHnNapsLzImawZOyPiMy42YgfHNM61/k6zzJWXttpNsp6klBjnmefjE+8Pjzw+PfH+6ZGHx0cenx55enhPniepS1Kduj+i8t2ZRzFAoZupgezSIp8piFMznqSCja4Cp/JSxDCUb7RT6G/UsfZdj7GSUaQwhZxTMWVjcUnXxZgrUGzVMcjeyVqbcxUQE8feNWDQ6vyWTZvqMOesFD7ISdODIo+bSsdKxa2XUgEoYE3JKR2yKuOXe9Vz6il1Q7s1ouW5i3Oiu+x6kaLz4IwhxKhOo1s30ZEJroTrYRDGkbZvyTZyCShQJ4XydwV7yn3X2lOdhIvBUkSzi+NQjuHiTJoJSF4WVQMik0jRINowcp+UExkRNVwz6Uk4X0F6cpZY3QKstfcsr1fapDBNypeqt9R62rB6XMW5ufCRmxenz2RNAydVYAXdgZQJ21Y9J1MF4K0eLzsBptbVVqZDWq9dxLENFNHylR1k6mcV8amgx5o9orzuC7+a9fgWX1q76ApY5atz/xDK48OTUFI7EUy0VUfru51fFxM9SUIaBeXJyrAoseSS0EdCZtA5py3iaFuEt2YhZpIP+l25IeRowF2NnA8aXpmNDSiaPhh35f/Ni/0bK98AHFXay/VvuNRlKh1UQ/M+CmIUwLsBvnMbsvYxJCYLcFRAnRq+lhVk+i1tUjp/Wfdivvy8PssHJ+qg0Xmu1N9cnZAtq5B2Xvum/VjdmnULMCZjyavRBBcsoNpvmzDCbwSH8mV/M7CKU17cU1aW8lqdavxVvTlkty+EgGLv0ua50NuVVec6YpjVsS73XCcoU69pBP7PhthG/TXzGdZiNNS8zr0o6+n3XDbbHdZ1mn1HQgimaRSbqXd0fYcPne4kG6ZRBLWdtWx2W0lj33uWZcJ3HefTyJv8TjeBMs4asvfAJBnYXKQbOvzQkZKIA3/yyacYYzkeD4QYeP/wyOPjIzd3O7bbnq4Xh9c6r5lzRCOi73v+3t//Ka8/OfL0+MjxeOQXv3hLv3Hsd4ZfHM7c3d+y223pTScZ0aCC4ssSCCEyTiPJZm5ub9hstyLUPUnYkfUCWnWdIyXNsquaccuy8DieCClgsyXGBRMNNgsAETTrl3OZ6GXelWQrHuMW5hDwrsNpOFYJtbq72dP1HV3XkZ1RDNkxzIb3b041YUtl74VW1Lp2LsTpaOaqZKjJX1QWoG4AKOsbEPZ2TsqSbFhNQRswZS5A9Jx0V7KHroOp2NVl3deBpjv32Mw36n05JwCSIJpstlv6YYtzPTkbNtstt3d3nE4jKcGShQXmO48zgDe82Lyk6zsM0leK05sUdLy5vZV1MYoGmfedpguHp6dn5mnBd05lJDJPj48MvWhuLWHBmKwhdAK6FuHrsAQR0I7ClAtBGOnGSjrtnDPb3ZbdfktMC4fjM9vtlof373l6eBKH12S8N/RDx/5mR997chZ9lfP5RM6ZV69fsdtteXp65vHxSfpxDGx3G3b7LY8PC8fTiafnJ7GrNamPtVZA4hhrlq4wT/8i08YP5XcqGZaZ+PzIMQWMy+QU2ATR8/Gdr6aFzYau1wQAKeBcJ/NzL8DFqrNb1q5C7VEuUVJGEVmjXJIu67na/uIviU0onIrVLrN1c7zoKKk2kMmqgakCziVTeVKfNGYEjheGUVQ2Um8XDQ09Mo8jwzCQc+RwfCAG0TfabLcsy4JPqmmWIccMPgrDT+dN38k6FRcJbUsx4b2EwJYIj7ImR5NwTkL8yoZWzjAvK8gEsqaptC3GWHJUDKH1ga2CRtZjnK2i1qlTEXK9VtIMmClGliXAjF5LQ/nNGuwuusg6L2UwygTNgyNlAfmT9XjjcDko81Xn5yw2SoiBaT5zOh0Zx5HT6cT5dGIcz4zjmTSeYNbMalds/z+G8t3BoxTrApVzWnffTWF/NL9LmEDdgdeFLhfxZ/S3ABpZhf9yTTMuxmNr+omLYJRpJKEBRQE/KxCSoy6i7Q9GzWu9r7EYo/RhnVFquJM+mzym7ioYZPdUkc4GNtKBqABNLplwkLpVb3wV2TZmNd7XndhLT7aIl1kgmdVpXQ8to07zOhlzsftckNryN9ZWbShB4UXU+5pZtIpNA6a0xeoQlAmv3qf1Aeu5efV/9LXX1roAJrL2EQ07UbHqlFfGTblASklE66IKm6XiuEulcjup1bZt7lUm9ALRVRvQqFSB7lDnj4Ejq4NYrlIZRrYwUNaQsXLd+q6KoGW5r+6GG7tqHgGrZle5TgH2TAMkNQyiNvSwZGIzzfdyYXtxraqDdPF4cu01YqoxkAvCqf9e26Zh4/1NYhF/jcU27VXq/AEb58Ib/bAnFF2Xem4BM1V3YdVvEcacMmwRj8CBCRRgZA16XDMwloFjdPBk3bUp9f+QGfVh4xfwSPporuCMKSt1EV3/Br/idy4l1XSp/1XonYwBw6qxdF1tNaQuHJ0yv31bJdc5UBG75sJmvW6ZE+r1dY2q4FGpd3lhtXOsDlkteb0mNMeWzw0fOmzKM69aVVfvrGHeXLZH83wXz9zMszRzUa7fNPNVcS4/Pkg/+jq4/FCuu/ZPU+YhbdNiSNZxlSymMEibzYmid1DSgufmuWXjSeppbAEBdf0p9bxiOOa2Oeq8bupc+dvwwL/Nst1udU4ogqoSBjFNI46OrvcsMUC01YA/nU4KRhuGoWOz3XB/f0+OEsJ9Po9YkjBt+g5rklD2x4nj6NhsJRwHYAmB2xf3DJtBRT5PHI8HTscjz4/PHA5Hbm53GCS8rizem80GjOH+/o7dfsfd/ZaH94+8eycgUoqe/baXUKEYsEHe9zIHYo74ocMg4Q5LiByOBzCw2+3UBjHCQrfQOY/Zb9hsB+Z5wlmH8z1D6kkpMI5ippbNyRBhmhd8r7vkYRF70Tmc7yBlwmnCWBWBtuI4WAwdsNttJe1754k+E61sKjln6DeS+c46R5dESXEKGiqRMzmGdZxfd7QCCJkgdpcX7Y/czBnSvM18KF80ZrLYbDX8FnkfxCAAklObCZ17izxC0nnNWmEglbnv2qmxGh6ndqZzjt1+zzxFnHN0XSeJcNJECBnfCShrrTjR2Ruc94QQCEtgf3ODd6Jb8vD+kb7v2Gv7DoOIbh/mgwjxjqM4y24N4zbWcDiceHF/w36/4/n5IOf2vZpQVhhPCkxJdjSZe+Z5UQdXGAzeezabDbvdlnmZmaaRu/s7UoyM5xPDMLDZ9Mxh4fWre3bbHm+FfXE+PrNMJ/ZbEY13zjHPM9M44zuP915eQ0xSl2VhmRecL/HEaD1i3aT6Q9CE/JempAjzSOw90zjSeUffb8AIO3OcZBkx0TAMJ90PSnSdqGQ4Db2VvZ7UgL0ytpLaexI1L/af0dualD7C8BXWUPVodDM8Jg2qSmIbWKf9JK5soir7weVPimjGb0NOhhgNMUSmKXGeEuM5Mc1nDDPzPKtpk0VMPGWi04iTbCSELWaSJjVwGjJrsoBHSfXQrJfjbdYpptpMKJMLTLYkm3RstMCRxTmZVyW83RBjxpqESxoZhFo6jaQKSPZr51xlE2eVAcgpVXDWJvXBSxvpxTLK+mrqYT2CXVgDyZC0PmBIONEq8+j9BPgOS2SeZ8ZpYhxHpmlknifmeRI9vGVuQpj/+MrvpnlUqLqFHo4Bm+pknhsAoTToZbOuoEoxB1ttlYuFtfVDsgyoXIxWVeor2bHEAZZrVjpfARfUCcga25pNZlU6uRIm0zCArJlgRAQNjGbokaq1T7Tuusp8ooa7kfjUkmy+OIpiG2i4VG0RRUtz1BC+ta2uy9XmsBrKzazVKBoXAC45R7ZO6YV5ZV/Ua4qweBFfLc5UySBVUp0DlK1fU9CW8m6K+Km+ldoeDfq8goJQwtSKzEnx78rec1bknvJOVOsoN07o+s4SpmStyrn6x6VtChZSGq3QLMVGK5kBBFkvvm4Fii6uUXlr0n/bZ2qP02OrtkEBjzAYm1edKXX6bAV/iv9amElGJu2aKe0yq5q8R1NRe8MKLJl6vxZQkp/ieBkMuWQdbJ65bTcMtIBLHZRmPfYPrlz76+3H1cldBYCrc6ruePtZ3WEp/S9liZoq4Ga9T9QfXQBtBJOQrFCptmOxVXLO5NCMKWvW9/OReq9/SX28Uei9vCao7/+7tZE6HsZ8vL1y87t8X9rl4h6mhrleTl6Xh/xupVzQUJlIBZfRcXJ50avKVtFss358UeV2biunrmsSNfOSuXomy2XInQ7w9j5tUWPy4trlvLI6ruhJrehF/ytzbXNmOzZNvcRH1mKte0kAsd5enkvO1fW1qZrV9dvUzZKs99J5JOv4Math1+oiya2D7NiWdqtzlKt1q7aEyRiuHGBTumfDaKaEBK9PU8Cq32fxfc8S1Mi04LyTrD85QBIx7RjFIvHW4p0wIeYliIhxJw79/f09fddxPDzz9PRImhMllTLILvE0z5we37HZjWw3W7x3xBTYb3fc3t+wv9uxzBOH52fevXvP+7dvefvmgZyThJQp62cYOrabLSFaAoneWfr+Bfv9lv1+w5dffcXhMOF7T0YAqpQz4zSLQ20dm81WnOkQmWdJq348HYkxsNttlXWC9DWLaOYYg6TQzlgrYMD9/S27/YZ5XjifzoRFWEDjvHC7GchJmFpkYbxZ70khsYRA129wXjL6GCsh/jYKCOC9x3ZuZXiq/bHb91gc1jhiFGAzB0TvI+gmQaETXWcTJmuIWa7rv+tUx2SRXfNij0oHtpDdOm8Zo+COFbCozL8Z6T/L0szLRoAjDTORHXAo2TINsh4RAyzNnGatsqqcuqkG7x3LHIVd5CzzIvpbSwhYBb+KTReWiPcLyzyzhMAnn3zCzc2ew+HIr375a4bNwM3NjWQ36zqmaWI8Sxr18/lM3w/0rq/yA8YZHQNR35Vj57YMQw/GKGgjIZ3zPIvjqHNJUD2hzdBjfCdsgRDYbDbqZKrDr3OCMYbNdsPpPHL36gV974HIMp05Pj2SlpmX9zfsdhvG6cz5fCaT6foONznmZWE8jyzKaOk6CUUsel3ee3kO53Be9Ch/KH9LpQCsYSZME6P33NxKBEyICzknnAHfWZZlxi9e5TvEdhb7PyLhT7K++ZLOPSWiynKI1Aq6RlE3Oaqd2K7jJXxez5FrybhOZe1O4rOUpFNZJjKKLVfnCmSOF9Am6oZEZllgDjAtlvMC0zTjmLFGtBFR8CiHpD6Dw+maGylJd4xqKEpGzxQlu6c1lhhN9ekuAO6yaW+kbUyEEMVGKT5+ufbKuETD+KKGrqrvY1eWZwYB/2PE+ZV4IS3cWjOmhuG1R5R7ik+9+kQYDRHUcwtAF3JpU4NJkZiSZlqLyjxaGKeJaZwke+k0Mk8TcZ7/6ASyr8t3Bo9KGBgpsYaErQZ0AY8KYrpiSOvbr76IAZfXbGnrAeoF5BWQoRhIVgEFJJWo6EWUHzk9ebca19WiVocwCdhLEsfKGlRbJAmSewEepQuQaDV8y7OWZ9H65NI0ucwVMr6QB16jBqRtVoCkTDsrk6sYVAXZlvGvBrmeY1pjowxONaLFoIz1ypFim4hxbZ2r4FEm10nAFEegsnrW3fLVOdF96Fz2tQvbbJ3gctP265td2UureJoYDNlKiJrB1B10IXpq/0olNCivITANWFnOsOT1hg3Q4woAop87Y3AaJrZmmivXWN/VCnitv1HQx+mNKpOoHFeBOzHQcgso2RUIcgWcQUPWChhluQCiigCncd3F/Qvo9aE4toZLmvbncoxdAEbV6TP1mYvTeQnqNs+r/TvEyPPxwB9KKf557Vc041qfsfXhxShQJ7gwlw3EZDFmUYxBxx8SU4/Jkjkyt6BuYVrqSDKZbALZigEao9UU1LY627VazTU+/kzNPFeObPsr5vLU3wYeycS0Oitlbi0Oevm+XKsALe33BREu92rAjm++72+p1weVbMAVWflXVtXHrlcXEv2pTt/aK6hrVzlfn/9i5z4Drp0kmuvDGp7WOGsfe87aJoYqaFsWxnpMWVvz+k70XqX/Rt3EKfe31l2sW23bt8zMtco69zf3NU09Vz831+vlZj5tE/IVw1cYuBJuK6yisk6WwzI5ndR53CDp5s1FaJ3cu2mrq9dZzMwCHBnTrLtNn8/fRfDpb7gcQ2TTb0lhxLosO7kpEqOVcIqlZ+g70WtMiRBmOu/x6px6ZwVEcsJC6rxkDpxOEmJjnaXvOww9GMvz6azhN4lh6HHW8vDwwHY70G96ur5jf3tTNaf+8s9/zvPzI68/fc3NzZ7ddkPuJTnDdj/w+DAxjme86h399O/8Ca8/uedXv/olX/3mjTrrkqFqHEdSDHzy6lN85xn6ntxlhkEEmN+8fcv5POKsZdgMgnnME5DxXScSBd4SppnxeJa08N6z3wljxDlDmBMpwvl85nySDbkYkoTcOdFeykjbdZ1j2HQMmy3e94BlCjMxiiMVTRQdqpyJi2QU806EdGPIxLCwzJGYin5JBKvJDbKGnn2spCS70t5DN2CIEEPNJFftJWsAr4CPWTWTNHX0BXifMyyhmZdFW4m+pwptK/gkYJnYpSk68jIpcz6IA+lE0DtWe05C6kv4Vc4QdId/CaGyaEKIHOczNzd7TjEKqPninhcv7+kGCTsLIbLf7+iHnmkUgKkkPREQObHMs4xZk0ne8+rVPcYYDs8HvO/YbTf0nScqSLMsgWfN+ldEcp3qgPZ9J+GQuz3Oe0lPbkQA3FrD89MzIUTu7u94/folJXmI76RvzfPM6XTidDrhvOP29pbNfuDnv/w5j8+PdH0HBkKKhLgwLTMhBPq+4+7FPefTiWUJArwmJ/0xJowx3Nzc/C3MMD8UKVn0yU4QjOGQE5vtgHWGEBc2/cDWBKLbQV7DLIONwk40RnS0ypqqDCEBk8oaWPwl1fkRlW3KElyIDLIGKfCcWZP2AAYvZpKGpMWUSJodu4C01gtgm3QtLdpDQcdS0EyDcnNDWALTeeR8OgHgyXQp0XnRTvK7TMiygWlNwhunIuIoEwmWZWYBcuoJQVg35EBIAaO2qfgxkqUy13lIMkiGKHOwcxIFUdolpVxJB2VTKqbEMi/kbDR81a0+ccrKUYnk7MQ31vdAaU+jodXG6ytRPKIYJMbgkyep8LnoVVmSQcLmsBgcMQsLOMXItnMcT2cJF8yJOS6My8xpmngeJ87TxDjKzzJNK1j/R1y+M3hUkN1CVQMxBG1CUFCUgaKmYnFsrs1oDbbSl7oCIK3hbBPKfNEwt5JJTJkbyejgVOCmGNOF43Gt62CslYuq60hKJGVySMxmCT/hYpcl51CvV2JPqy+hjnzLXFqV9cvjyDExF9FcATkKzEL9femgmJzXTGnl+iWMrHUkyo0KwlqdvcZo1knIZKEt4spAlXdVd6+zoPRZ32MBsISBJfUYVLtC0jquxxmdFLBrfaXIImqKc5kVjkoG10vo4eqjZslmDkgWq4wrIYV5ndBrz6tgpSierC+7AXwo3UvawxUfpQFbbMMOMPUvhQRq/PMK3JTnqX+X3qdATX0PzlYgpgA6ojmVq4CeMUY1Q9T3tbZhTlH7eM2Cp/e0Zs2qtoa8raFr5dotcHT5eQNKlH837Bajzn95rir4Z9fj/6t/+p/zH/wH/xv+EEqloiZ9D1fMO2B98XVsJS4FwQv8U8SLW5ZlucAlGIVxZHaApjW2Ud6pMhov2Rhyj2vIwdRdqO/2rM7Unv8hmFIvYlYMJjWf12lDO7juXK0gxtX1flupoEP+yD3a63zHhyvnFDSuTJ0Z3UxoQuiMAjP1Fg2AlJS91B0h7LiaQT7yHM0125+2TXJer5PbipV6t+Lc7cLo1s+ub/pbXrqtE5aOy2Y5F5CmEaY2Uau2rm/f1O6yhJiP3z+Xtb0FqVamaWGNGuMw+YkQg6wTGHHwKeGVH4a3fbQu3/C9wZBIkvEmZaxzxCh6Cwad33//kkf82T//c/7Bf+1fZYliK4lUq8XFzJA7FgPLOGFiwmgYwzD0nE9nzueRrnN4ZwXIWBamcVRGRSaniMExbLZ03mPiPS/dkRgXAU+c53yWzFbPhwV7NvROAKmh77l/ec/+zVccD2fOp1+yGXpu72755NPX+M86lpgYuo7NMIjupJJkrL/h77if8vbrB77++sRut/Dy5UDvOx6PJ96/f89mK6FDzjr6oSeGyP3tPc4Z3r59h7FW9DlSZgmzhG84AUGGoafrHMfDiS+/+grnHZ9+8gkvX92TIjw/njgdTzw8PKqz1bPd7SXczIp90fd9deRjTDiXq5bTdr8VpyGlumFlkbA3A1jjyTbhfMJ1DhuSRrrOwm6IQRhG1+L+BgF0rC9GjUiknUbJoJaizFFOASODCnAr26j085Rh2EBh+5dsS0lDn7tOBn/XY1V8NmhGJEvJJiW2QYqR03TSsJ6MNQ5vHcZ6yMK0KOLaRsGrBCwxsqSIVUFbQmScRw6nA8vymvu7e+Zp4v27d5xOJ6Z5xnUdMc5YLx3lPI6EZcE6y/l4xnca7hYChkTnHd2NgF3TNOO8sLSstRJ2mSGEIykrs0x3cQwZ5xx/+qd/wuc/+oKXL1/xl3/5cx7evYMUeXo88u7tW3b7PaenZ/7kxz/i1etXQOZ4PApYa6V95nnheDwRQuT1q5d88fnnjOPIqMLp3ovw/NAPwuDIworo+p7NbsM0Taqb4zmfZ07nEUPm9u6OFy/v/1bmmB9KU5YZDhlC4NwPGERoP2wW+jSw2WwZzydSToRuoeskHbvvBrpuYJ5njLFVcwuSgj+ZlUksAIfHqnB7A5TkJHNJ5zA5K0giYLX3YgPknIlBNLxEgzbh0ExdKRMWFcvWMN2cM67rGI+nGjI5jxNzCGANDw+PPDw8cjoduRs8+8EzY1gU4OgPG6KCvdthw2bwDLvifxjCEpmmmbAsTOdFEhOFKMw+n5VF55UJ263JKIyC3JpJzRa3R/264u8VJv++74kK5DgnbNCEIceE7brqczhrsMYRFHB2xWZ3Gm1kA8kaBjuwTLPYfm2CDONxfcYVm0S14JzTrbpkG7NN2nkOiWmaeTw8M4eF8zzx9PzMm8f3fP3uHcsSePf+a5bDMyJM+IOW2XcPWwtLBRSKhoUxVoXxZBFNZBWtKkMsX/gwwLrLWcV/ochaN664fKKpTZOVVVhAJVOd2Hx93Y8VY3QAGkwuDA+jgEeJfRSDdxUFo4agFcctpcsUxCa7i53ZYg9n3QWNrOCRVCM3OkZpdcgoYItCSupX1I3YBLlBpYsjk7PstuecMVYz8pBFQ0rBnjrfFVZRlJCNpA7ppQjayiSr4NZKBQJUpK2EqNX6FKcwX2Jg1+XCUU74wApclHaqg11ByOZeYrwpjbSAUYDN4FSo/EPgTlkggLNu7VnZYJPBN2ALgrs3/nbD3rkAjy77c+ljLXBUw8caR748p70Aj9D0k0bBqgag0ndgjCEWMKcCYZaMZIQoOKHRnctc2qGESeqNyuemuXfBGLJZ1ZDK/dfnkjHStumHDfD9Lv/zf/S/4N/5d/9H/Hf/e/9tBZxXcfjrUuGbgj987Ji8jtsKNNsew5aE1cXMYXWOWN9nGb5yj1qHZhcHtHlb3bJvaPAL5lEZ4l6gV1dm0/Yh6lhdPwsh8Jd//pf89Kc/oXtxhxkn2eF2/C5bC5elsI+u7lWftfXqTXPMt4IlVtYeBkQ/StOoSuynTAS2DH69ZtKwwHTV2QuwU8N8mzp+9KVfgV81o+f1YQ1YJrOOntPolxQdpNyASzpeLyYXb2Ap71c/r/3WaR/+DmERul6UfpCb+b30xfa7Up8yb7SfX/a39eFl7YlYAtiEdSLou4RmQTC6rZRLhplUu0Ebqt6WEu7mrKvr7jXo1Y7BlFdL4vtSnp6OPD49sRl6vDJ6AKz1xJCZ44TvO1yvmiqIw7rf9IynM+O0YA3s9hvRXnGGftMznweWMJM0pfhut2V7+4ppmYhnEfh1zvHq9SvCIjvV3ns2fQc5M40jyzLT9/2awQc4nU785teBeZr55NPXYFBhYgmV8M7gOwEl/uG//vd5++YdX3/5yC9/diAEuH+BOPskttsbYbnkzLCR7Fw5ZXb7PdM8kXJmt98yPUzM00SvTCmjOjfDpme334pmzXRiWka8G7CuY7vfwfksWhTzuQ7tIW+w1rO73XI+TpynkTlE+m7G9x0ZW4EDYyDmRIqZYCI2JsKSxFYwsjG5hExiprLnctG//Mhc5YyAR65MnBnmUcLNSjaebEQGr7fQqQC2s3LMNElqok/uJHf4PFMZkOWavpdwNWMEOOp7vDJX4yx2UN95vHMifqvZdSXEVNYEZyzGWaJOmdebrRmIqH1pDdFkApFgMl3XMZ5P/PrXv+Hli3s+/fxTnHeczycMmRAWzocTWEvfdRgD43kEI2yxeQk4a7m/v2Gz6bHWshkGHt49YK1hPE/kvMVZy2lZiElEz30n4WtEHedW0oz3XcfpfOb56YnxPOKd4/bulvPpzJ/85Ed8+UsBsZ6ennnx8p67u1tK8pVf/uKXPLx/JMXIF198wqvXr/in/8U/482br7m9uWe/20v4jHN0KfGTn/wJYJinGQxY1zNNE5ut4/HxiZubPdO0YVkCGce8fNt69kP5GythgcPCse+YTWIOI8u0xceNZB2zKmFSIk1yZjqfBei0XvxaVHrEmgriOK/ZvzP4onkZEzG1BAKZJzZGwGvvPSZDTJF5Eu0hCTdbNL19JC6Rzgb1MxO2c+IDxVVPM6VMXBaWJTDPc9UcOxwOPGgChPE8MhLorISspZQIy8L9/Utubm/YDRu8k+ezecvhKTJPZ+YpqMB7wlnJzJii6P1Yb+g6R9eJnpizjhRSldgoTl/GgpMQbMpanMFZL2PFujrvij+0SnoALEsUP8SITh1Q2YVi+8RqF9ssLEnvBHASDaS4ZovNGW/1uxSJhYGUs0Q8qc0XVcQp56yZPs+cTyemsDDOE+fxzDTNTOPEuEyk8wTTUtLH/dGX3yFsTVOxa9iaQTR0UE2aal4a02g6r0bhBYBEoZI1jnXR6LBGowqKcZuUcGJIGhaCd9+4V33tFBZ2EQh4lI2BVES21433luFzYejDqnqfEyWlH9ohKzU+Zzm+nKrAV9aMOBjZKUVBnhU0AtNoBsmTQ5HLrY5qI8ZdQRsVj17JUIaavSavxxsF/VKWWHqTJeWhXKbUSZGwEj9X/LLSPqBZQgpbqRGtztTzbHXGVqpihcYaB6wIssnrKn1grZM8tp7bOi/tuy3/a8EO/V36XHXeixbQFShUHGxDp20hjJOiTbTeSwEe02pGFQaTwbjmWkYEQa/ZPi1QtoJMTuvaIFM6NqyJFbwpx1Rwte3nF77vxx2nbwJC1nPMtx5Tjyvv63vkoP22IlT3jzuolUnBh20negnXGjoz0cR1XJLJSgM2WM0Sefm+pVxfB92RiaTkgNikJL0sFVi9nvU+MglW6jNW12azHljAgChpn2OC58cncs48Pjzyqu8kTn6zkbTQMX14g28spX0LIJbXx9axXD8oAFL9zFDpfPWkck7zkPV7s144X6F8ZVLIeb2H0WvWSyn7qISvrRPF1SPlj7ZxVUS/rtc3gV+5sItgFdUu/SGtQFJtjnLtlq10WS7AIL1vau6/bjbI8xtryHFlCHF17Lexf5oHh2wxuQNEPDQrEFT4xm11L5zSDJRQUGRhSfmIZYMxmw+Pb0qd/xvgqFD6UyqbPWUNNR+O8d9jGYYN//zP/4LOOm5v97x6/ZLXr16x2Q3Mk2RIc9bjncd7S4qJeT5LmnFjOJ9H5mURMNqB8T19lt3ePHpCngAREj6fz3Te093e4JysYTklyTSJZB0iJayz3N3fcXd3y+H5mRISP88zp+OJ56cT0zSx3W3pO9FNClF2pBcD3Sy2mvd6PZvwnfhs79+CQQxu8iN9PzD0A199/Zb9dotxsqs/TRPHw5HT8URKgc3dHcfjCWuFNdR5T86J3XZgCYFRgaL97o77+9fc3O7Z7rc8vn/k7cMD8+HAvET2MbPdbNnf3UmIm+otYVcwMqOOic1k1Zwqtp/3HdY42UaKaEiYIRY2dpQQk4/ulCXke6PzQwgCCGUFuoGqtxaMzD9OQ26dg26Q7yYHr17LuecRlhHMDL6Tn5zphl4AImRcEzLeOzaDADIpJeK8kM9nclCGAKxJQhCNUMkUujp8EkZjNDzFYjsJq05JUm+HEOiHgfPpxBdffMbd/S37/Z6u87z9+i3PObPZbYkhqsjsJAyGal/L887zTN97bm72LIs4r8+HI9vNhhQTp9OZWZkTwtoQPaGiLwQyL4QYmU4jh+cjMUZub264ud3x6J55eHjkN7/+UsE1x+tPXnF7s+d8PnF4PjBNM4ms2bgMb75+y/l8rtmInUo8ZDJ2M5BS4je/+Q193zNPM2++fst+f0OMic8++5T3Dw9sNhs+//wFt7sN/9F/+L//G5lTfijfsZzOLMZwCIF5s+CWkd1uV0GeGCMhRMIQ6TcbutSrhJiDALMmwUiqf9NvNiL7gfq8KeO6Sxfa6ubkPM6i1wWgLMeYEzEsxCDj6JwSzkacjSwAWq9+05NyCdEUcWjfi51gchJtnmVhOo9MZ2H3kYSNNx0PjBr6XNhC5/OZvuuYfadAsgLmMRJn8d2ttRg8IazbL93G42yk6xybYaDX8OTiYxbB6ZIoJUwLZQMf9bkgadi1JWp2zBohYdZZMRf/eXXlxI41RjenxH8T16snhsAUJqxKuiRlSBZz0FVpAasSJWJvWSWJCJyx2hLn05nD+UxMSbTNppFplk2N0/HEnAJpLIyjP26to1J+J/BIxAJTFS5OKsFedgWhuFOwGvCmOg9GDTujjrDoDskHoh+qITJOdxAb4ETwpJYVY6oBXIzfmnlKby/VWDtRFcpunPUiXCbPmFYDPEMxEIRCqEwYjXmlglKsjl2hNVYb2KyuWy6aG8rMUgN+DR1LzX2vnIDiJFWwJl0Y460jqyeti3WpQQFlMPIO6zXz6vPpdUzreCjwJJdNF/XJOVeQS97Xpf9Yq7JOEdVnSXF13AqQk2s9i5OxfnbpSBaHUI64Dk8whjV5kv4IS7wBd4xhFa825OzWbN4qRn15TRWpNgU1p+lzq3ZR6X+FRVRBGT2mAGUF5CqT6CXQoP1L4wScWSmd5XoXIXIIpXvN4nUNWq2fZXlApXm2oBQreFEf3VQ66Noaf0iw0VoaqOfiCT6GJwEYq33eSHY0OS7TOg21RyrNtrAK1le5htaqdb5iBlUvqV1EP+48GwVXfqv+b0Z3kFZNoDID1IoBppf+tJyOPD488vz0yBeff4Zxfh1n34CD/NbSAgDGrKzHb6nzhy9AU1GbcsDHSjvJGFah7OuL6XflHWRDDRUrYrUfe4YCRFwAbw1IlJrrFeDLKjBmFNiqGxEF1CjXaJkLanxdPVK9T/37461QtBHKMa1GwkdairoWNNdsljH9owFHy3xc1gGd5A2dvltLSksDHukxJNUXkHVRzbSLG4sYd7PWNWtxGRdXT1uf+WItaDZ+itFZb/V7Ln3Xsywzz5rd7P2bB9599syPf/w5u/1WMlUBMQRyUqPd93SuI3pPTpl5Gnl4fOT+7o7NpmcJavA7h00d87QQQuB2QFMMJ0KIGjLWVQZvWBaBXBOkEPHO8aMf/Qmn4zPjeaTrOna7PTFGnp7ecng+8PLVHZuhJyUJC4RM33u2mw3nceRmv8dbz93NzMP7A199OXF4yBxeSFpj53t22z1d3zPPC5vthvMoINU0TaKNtOk4jyOFVTxNorMkTo4Y6tYLE2leZt6+fcdms2Gz2bLZ77gJgXGciEnSrTvfweHI4XRiWRYRrdYx2PWD/OUMSbU9whxY5kCOGdc5QgrMc2ReJHQjpCSgUGqA3o+VlEGFYCXjmUGApm8cvBKSZnWOcg6yl2uEKOc7D3YHXsKfmQREigiLyup8YnPEe0/XdXpZ2eR1RkLjwzwz3NzSb3diC6cszqD3LAlsLwyoJSciBtv39L4DxCklGXzqIIveUEY0K9++ecc4TpwOR07nkc8//6yyhASA8co6sBg7kjMSYqnAprWWly9fsNkM/MVf/Izddsvd3S3eCQA2TSPLsihbROpSJBySaqcE1WXqu17FvyVs8y/+4i95/+vf8Przz9gMA/v9jpvbG87nE+fzKOLWVsL8cso8PT6RUqTvhwuQcVkWbm9vVLJD7h2TZKTqh4FlXqTtvccax2Yz0HWe09PTX9Ms8kP5Fyo5QViIi2V28OTgkzmw9AHnApiFbByuy8zjRO4kHE0y/Hn9d1bm5ULS8DMLOAVcBzaX6zSqBpAyKai/VyRHUlbi4urTJA2DzcicvISFJQQBjlQmRthIlhhEO2yeJcQsa+p6ZwyboSPGyDAM2F60h7x1dENPTtRQ0pwSMUSdI6KumVb9E1t/yGC8JeegEQ6elPwFKzO3ibOMrOeFYbSyihLF3hI/PlX/BfKKFxWj2bQRG2rRVUCq2A1mtUsoEU96tIJbNbeSEgEwkFMkpUwIkXFaJKtciIzjiRgXlrgwh5lpnlQke5YQ1vFEioEcfwCO2vIvwDzKChipM5VBtHH4wApt8J1aDOumbXXczZqK3l5bslWTowFJmvfXUt7F+U0XTnF1AWzCpJZ1IhVMBdwoBmjOl3UuPkAqu1NaUXXKL3wt27obtkAfpQExpnkG9LmK9lABhHJzDlC0iczFdw24015HY27X50hUCzwVQKI4MLlxksTNvbhO1YnRjBWUwaptRVVIuni7l8GEhXVU2nStb5EvKswws55ycU3TXKUcUEEZ/X+Zpxp4ZQWGVOS5/lvBF3sF+ggRquzOlTSdzZMVYMgYEZAza/8tYFSZgIEqjr2CRAXw0cmwAZUuw8lWUKeMKWf9OkHz4XHy70u9o/UYbZHGSV6fpbTw5XM2/6gMvfVtKAj1h4ggNSU3Y6c4FkDTLmVgGxXWp/bNix7fgnfNu7wWKpfTi5ZZmZcaALrcsqnfCixCSfV6Ueq5l+OlHFnul0tfy+t5OSXSsmjmGMvm5QtM14mDFBN5nuX+3yQc02Af31jy2q4fXQxYwYh2brgEiq+Lufwx8o5qAoG89tELDaQC9ORmkr5gO5V7mvU+bWOWW7dzaj2vecYGuKt/NIZPvU19xm9pyG9DP9plsq5hKBMn17FfQZgma9r6KnJ9/EvmUFk72vVwXZAFL+soYE9KUUOVMhhhooCGeJv1+ZrVi7J50wK5pe5SxyuQt24UXbVNefZiO+gDfcDS+z2VFy9esoTAdJ4ZzyPn48h5EZHWFy/u2G/2bLYb1WwSXZ6+E3HoaAwpRGJYmMYzp9NZmCPO0Q8DhUljlo55mRmPJwmTUMA6oca86wlLYJwmvIY2h7DgDLy8v9VUypYQAs4Je9LZyNPTMzlHbnYbhqHDdxIe1XWO7XZLiCKW3XcdtzeZ25stzjzy+P6Zw5MIevdDwLmNZDGzBmsFWIi6eeQVZEkpiYixsyzLUjNpGSPZwAbXsYTM+SSsJpkmDLbz3N3d0vU957OwXCQrzswSNOV0lIxvGWEUxZyxixVGVQiEORCXQM6GbCIxJuY5MS+iLxJiWEPVPpjDrkoqIBMCBllXGeJrMWoEC/u6Cv5bwDtYEowTJXNaFdIOUUSUvCNlEX01VtJQp5TAepJmUUvGkpwn9+DGMyFn/LDBd50IgGtqe6P9QTiwOh8ZK2LtXV+BaJcNG3oRIz4cGfqe8Tzy1ZdfYb+EuAT2uz37/Y5pnETrBYT1ZuV6WFn3Ou/FaTaWzUbCiLq+5/b2lmHo2Ww3aiMmrHWqkbTavCUrYIiRw/Mz3WaLU6aa9DFLCIsClLKO7XZbXr54wc3tDV99+SUhLKo3I+nLBYiasc7R+Y5lDqQYVYA9s9vvmKaZrusqI6mE4fjOq+O+gcwHGY1/KL+nEqOGfmaiyZzJHMYJuo5oLNEYsnMMMTFNCykZyRhmDF7n2JgiyyLrW2HO2Aw+y3pjnb1Yp9WkxzpP2e1rzcnim2AsJeGSIhuklFmWoIBoJKZYE7eUtTiEyDTPhLCwRNFrMjnhneNmN2CSxVZpFSQRgRVAs+87vHcYhI2T0prmXrBrTaik9mFAwqsFuHUi2QZyXtX/LX6UPIuxBudlIzWXtkCz1BXfs4JECmips9OaYmLOOdWkXZ1sMZ1avV79rNoSlzZ4AZliiCQMMcMSRONpmQMpLEzjiSUEDqcT4zhyOJ94Ph55en7i8eE98fSk8/oP4Wpt+e7gUREOSyuIUDciU1aDMq+jBwBTsxShHxvMpc2uHUsOKLvksrCu7JfSYZJ2IIUoGqDFQM3O8IFjDZfAkVkrJJ1RDeTK1mkfvGR+y4oc5+Zh1FBVQ0agEx24tvgMq8EsN4sXk0FNecgK+hQ/B4rR/KHRUkWt9ZgamqbMsFUvyKxOUnFCC7jQOGmlHQQ80mwEer2UEq46FFSnoW2pNbSs7TPlOcs5pelSfcD2Pa7vvmljPaj6cU2oGxSGUTnzCigyaLhaCxqaqk25AjpGQzDkdoVauZYV/LF2DUmrDpBZ00QXxtIagrQ6cdeha/W3PqscY2vds6L0qyj2NQBk1r+5LBeMI3P9+WUbfrSYD664Oqy/7dzvZSnjT96zONArGIou5BdtpmO/2PjirCk4rZ3yGsxbta4KmNH2T61Jbpz6FmC5qG6ZJC/fefM0az0a5krWfljntDqcGmA3JkgSFrPbidiu220x6sTkYnR1ne6GXzlMZZ6/eKpvafdqOZVxre1tmvCPCgbk5rQrqwx1pFrkoMwcxsr3KuAoXxtqyNgHgFQTtlbvX+ppmr9LFcvnZSftG4o11G2vj4y/6oAm1mc3zbEX9fm2YprfZY1sdjllImzmhpJBNJelQKprV8OsmXmv/vGxyugGQpJUvTnJumb03Rqzrte1n5azsmiWOGvJ2agei67x9Z2bOgTaEL2LRb3tHq0h/z2aml6+esW79w/4rscPkTDNTOPCV1+95XQ48+r+ns+/+JztTsSCDZkUIsbJ3OG9CE6nFDkeTsRl5sWrl2y2oiEUU6JLPYnE+/eP3N3fMmy2uGLbYNhsdmRmwnkh6py2hEwKCy9fWO7uX2Ct53Q8EsICxvDixR1v37zl6y+PHHcDNzc7bm52bDY9xnSasQy6zmG8w1nP7c2eTdfzm23m7ddHlpDJyRODzK2SAUvEV/t+kMxv+72KDouYtdONmbKOeufwvaSYPp8TIThSnFhCIByP3N7fcXt3y7Db4Z6PPD8emOYZawSQQJ0YVJ9znEaWJdZ7pCTCtaFk4QmBGBJLTIQoaZtzAY9iM5d9Y8nqaGToNCPaXI4vzmIRyGadD8r8YlUTbZokk5p3atwqG8nqNY3BWUfXe5y1hGww3pKMI5HI1pM7Q/QWNwywBIz3ZGPJlaRpK9AcY4Qo+kjeO6z3okHivDAukgjnWuBwOLLdCZgyThPn52e8dfz9f/gPRCvkeGZeFnzn6LoO7z3WWbyT8BcRoRbBdOcs798/kHNmv99KqE8WJsg8LwIShZWBIc9t2Ww2pJQ4PB+48319J8ZIP/vqq68F3NkMGO/o+p67+zu2u60yK0y9V0qFJSlMwa5X8EhtaWcdwzAwjhNd39F3IgBv7IkUJdQxhMB2t2WeFgHB07f1kR/K30oJQcdNgJxYlsi74zOzhX1K7HIiWcN22JLNLKNTQWtnLbMCxyVUMqUBZ51kcMaCd8zTXNm+xfewzrHZCODbmkk10sZa9ZsFAMZkUjI1OmKcJpag/Ygy/IOGNM8ibh1E125e5jqG73YDOTkBSjQc1TrHfr9jv90y9IPIEmj9DYaQFrUlM9ZpkqCsukwh0vcro74kXqryx9jq++Sc1W9yAvrY1s/Q+2lSH+scxnmMht3GDIU5vobhq69lClOrJXcU/3QdY2Uj1iD6SuVeJdR2CfIOg4YghhAkw9y8MC8Lh9OJ90+PLPPM8+nEw/MjD48PnN+9h+nIdzDI/ujKdwaPTANWFGM8x0udhaJLKjvWxaAHFHW0F51JJ9jqo1e0ZDXkCwOmSQkvxKdYnfa25FAowKaGw4EM6GxydfhXWpyCLDSASL1/Y6SKN6ZGfzGCi/ApFRiSHVX5VgZ0rRkFSqEIrVVgbAVialiYAgvrgzVATdPeWVNF1jroNVJOhCTURIuQm8WIUq/hwhjP69/1pyzWKiinKHSrzbH6esVhkGaqjLTSJ1qa38eM+sZZkO8vd5zX04qTrp/p+7VGdCqBFZSsjrxOkQ1oqHDO1WdGdWwN5HWSq/fXfmtdC+6Yy+tYU0PYTD3n8phr0Kh8V+9Bew1Te1Mb0nbNUGpb6pp5VBknmLbhPgo2XRZTsJPm2t96wve+TKMsusNmgBivwhLLxJUprAh5/6nuXJRS56wCHNX3yIfAEdT2vwxL/ObysSVKJHbMRZ1TvhyH68libkhIqVFAX7XilIVHDBgMw3bDp59/yngc4eERhh6ipKvFexgG1gyHf5USwYRmrv8tpaSpr6xTShoP+bdm7EDBbgGUHBU4Ko0Ssjhf2aFoClhNsW2h6iBV8OY7lutjK9DHGqrWjrsyz5awh1TWEQsmUnW1zNUNTK7pvT+ong5O4beKcL7Q6nMV8BSJIg2djIkU53q6/aZnLqDjuuJ8tGRTgKpQAauMgIExaRKHBjSSS+eqUSTacY6UzQp4cTnWjE5CBaSqoLoeUkJZyhJjjKFsUnxf5qsQE+M4CYiz38P+RpyAJTEfzkydZAQahr5uzpxVB6jvOwyw3W4Yhp43X77h8emJbhhw9zf4vsOrIXx7d8/TwzPjPIFzeN9hrGOaZvyw4DvPdrthmqQPDF3POSycpsBnn32K6wewjuenJ+ZlZtfBJ68/4enwwLxMvHnzljdv3rDZ9Hzxxad0Xcc8L9zsdjjrGMeJw/OB/X7Pv/lv/tf5J//3/w/peGSaRr788g0Zw49//BnGJnKCfhgYNgMvXtxxeH7mcDwwL4EYJQRje7upa1xJGNIPjpSMZCoKslvsvOXuxR05W/p+g8mOp+OJ7XZLv9lgbNHHNJAl7XsIid5ZxnlmmoPu8kPKlq4XiwnyGvuehL30jVpH1yUlEcCuxSCmdlz/WX5bihDRKvHQGcnoQwYzNAB+hs2A3/RgUGBGkjLsb25ERzuLwHlhLFjfwyefgPHE2z1zlLDafthg+55lmvAItEwSfU6rQF5ogN5lniEs9F3Hq9cvORyOVay62+7YbgZhuhmL3wijKcZA1DC+82lhWWaGYYMh8+MffwEGfvmLX5JS5Kc//YkIUzvH+XTieDrhO8cyLWIJKZunZMn1yj7KOfP2rYTO9Z2AVMfTkcPzAescvu/BrKLH0zjR9T1d19F5T1D2bYricG+3W3znWSbpFylndjv5TO4Hw0ayciUV6u2MJ8XEZrNhmQPn85k0/5CN6XtRcpYEIDFAt3B4Oog+ziwMn5gS292GziSSiTjnccaTQuKsobBRU4ellBi8pJbPXYfJhrgszPNMjLLR633HZrdhnmc2/XBhB1pnq0kgWrKOwvCVLOJgFFzPGZJN1RfKOZNiifCRkLNpmgnzsgLAnVHW5EJaAr7r2PQD+92e7bCh8xJyRoYlpJpJsITRidh3EBFwZYbGmDEm4Y0yUr0nx6S+l11D/BI415GTZZ4TwyAafhmUpZQUWFO2n/fyYx1LAqwhhuKLq7+Fbtaqzy0h2ZK4wVjVZiv+YvGZCgiFUaxAJ1ljOZ9OEhaooOCswtjjOHI6nzmejixL4Hg8cDgeOZ9OkiXzh/LR8t2ZR1ljsIvHksqS3FLNTcV+bHEACoCTs/pcBqwcb/V48fpFjJOoRmgNwdIdB+1EOUey0ZjKS88ZnBXxQFaT1QC5sECKg9+eaFdGzArQ0Ahw2jXd8XozIF58lAFCAYwyJsuO0cpsKAfG9V45cR1mJuCRWWP76vXF8bj4NMWLI3JhDaXiqKizooMrZdE6KTvuloJ/ZRQJVHwsKuuoXLMY9gU8WkEnQENvVnBOnLFLI2sF+gql8kNPsoIuF8dz4QlUNLuAR0CVTzcr0FJCyWwNRVtD2cpx1jrVCir0TQEEV8CHq/s2LKPyWRP+RnPMNYikaFFzjIyF9lqYNYxO2ui3gEdX7XTdZqa0RwNCmYvPV7zh8jqlOVuHFhruyh9c+d/+r/4P/OzPf8n/+N/5H9R31pb6elAGQ1MqG5AVEJZ3In3FGddcT84tY8bYhqWybvnK3JAvhYrLTme5vtVMOxUAbIo1mh/p6oXY7IhZHBeBseS8pNPuOj71msbQdR7jvaaEzgLGdD30HsaZ71yMsonKM5V5ouqEXHv0H0EwDJSMnrlqjAApSls6ZRdp2mZJZUJB2K7ujYp+q1NWNwZsaUS95zp/fKdSHqXco0U0kt6vdKjyffm82TAoX9U/ru/vgdms+j06Z7R1NVaE0bNmFHUD2GxZw80K0/W7P9oHodX1s/WonAPkQM4RY9d3lcuaZvIq2K51WdmqRjNqeXIsdVUDMeUmpFh3PFPiElSSdeZCazGXJjT1fV7W+fdTxnHhxf0LDsczx9PIvMz03vPFFz9ifP8WgKf3j6Ql0PUea8E7T6cixDEGYgzknBk2A8fzgefnZzZbYVvklNnudhwPBz794jOOhwPH45GuH9hsdhhrmeeZrh8YtgMo28YYwzSPfPnmLSFF7vZ7djc7+qFnHkfmwztev77n9nbL4XjkcDhyPp05HRZ+9he/4ad/+hM2vWhgzPPMPI2QhSmUYuBf+wd/wpe//pI37545HM/82T//OcuysN/v6AfP0Hds+g3e+xpqF+bAnCIGETHueo8xEOZESAsxCDPp9naL9ZbT6czxeOLh4ZHt7obtbserTx3PpzOTOoa2FwFs6XOG7e2e/d0N4TSR1bFwLhJi5nxexNeMmefDyHQ8k89FJPV3CVnIkBbJzCMKKMhgLvPhIpfzhUlpqJpHZWCnUcW2k8zF1kNncbutsr+MiKM7j7eWrqxZKdd1PsRIspoBaug0hCVhrBMWWNfz7uGJ2Z/Y72/Ybjb0vVw7zTOOTOh7HF6yVKWBJSy8+fot1mg44dDz8tULXr58ye3tnvfvHrm7u2UJgffv3zOeR/I41lDEEAJD73jz9q1Om4mXr15xOp3xzrH75AXxkDk+HyvjaLPpGTbCUnLO4Z2wP+Zl4auv3hHCwiefvMRZx9uv3/H0/Czi76cjZAnPW5aFL3/zJZvtlvPxxP5mx69//RtiDHTeEzUj4e3dDSEkhiGQ81SBucKYWxRQWuaFMC3sP9+t67iu6afTmefp/FefPH4of30lAdPM/P498/nMabdlu90zTwubYSNhk/uEcx19v6HzXd1QttZg8JzHkTklZuvYbTfEYcA5x6yi8NYY6DPROfrdRj5j9QdA12n120RE2slmj65n1ni8TVjv1o1MK5sLIUQ2y8I8LxzdEYDYdXX9PJ2OLMssjCNjhHlJsSslYZJT8WgTE2EOGBBQSRndOQpQv7vbcTqdRGzei5/kvcd5D15lP9B5FWH7OO+VfSSM2Dhl+qGX8D9lHJFC9XWT6kN65wstS9hNBg0RLJvyVjOqabiaS6SaDd2Kf7+iCwr+C8totakNxnvFEIKuqwspB5Y8c17OnMYTp+OZh+cnjk9PcHiG/AN49E3luydjThK7UVkyZMoOsWQxQxcudBJN0rmEitKwHZIAK+TVWFbDEqOATFrBklw0OHIiJcnaIAynFTgpA9PRlQ/0ugW8Kou2gWhUHF4Hs0sIPydX8KRBk4AmzXJeK3zpfDbAiHrjKxU/V/ZUzhmvu0tK+pdrFz0lGhbSRxwZ8fdWg9g5SZlb0uheaB7pNWNOAkIYi3cNyELjS7G2t7CNIiUEIhUAqgJGqyP9QVvI+L8A5yor6cozqiFwBb1gBWGq8PCay1mvtQI/BQSU7tY6FvJT/EijjDNfBaJXZk8RUrMWcmrS2dsPAYRaN1Y9pCKKbYqif3PtFuRaf18CRxiuwCMugY2PN10zlj5SWnCpAYlWAIkPwTma9v3wgh+AaMU3/pehfMB0QJ4xs4YAlXAZc/V+TLZXGK+wYVKdz3RJM4ZWnNkYzfZTK0Hd6WnrlRJYIkmZJZfvkw+Ao+9elO0RIzkmuq6TEImo7KASc3uaPgCxy/ni9MRSWXRGuaxUYQatVJGPV+fayde4UhONTr8f2+23AsYVQW5THK+2fdqwNJ3/C3BkzEoiMEl+2onx6nEr8FP+na+es/6tdSgLYZn/NL12nQesJceIwTf1aufY3/JyDZS2LniYAIrfvbTg0NWH3w68ZKjCgyZJl3GioZBSWfOkT1gn40CMYMhLVDarsHIAus6wLE5DodY59OKW+XrNZbUb6jHN51zS2n9f5ed/+XM+/+Jzbu5fcDgcePv1Wx4fnvjqq7f8K5+/4vHpifH0a/q+Y7vdcPfinpcvb8nJMs0SWuqcCCGnnDiOz5ymM1+/fcvLFy8YthsOz0fubm95ej5IZk7nwTmyN1jfEWOGmOiHno1zxBAYzyfm6cxm2HA8nLDAZtPTDR394DnnkefHBzJZ2Bjes9vtmOeZnAL/8T/5T/nxj39ENwgjo+u23Ow8Flhy4ma/58U//Nf46Rj55a8f+C//8z/j5z/7DZvB8cWPPuP16xfknBlPE/MU2O33OGuYw0yIkePpzDZlCYszBm87phx15znjnWUYOqZp4quvvma3P3Jze8uw2fHFjz7l4fGJ02nGpUw/bCSjljUs84zvegHTQsJZR8wQEizxwHE8Mc8qoLssukH3V2FflnNb8CnLda3Ou0OvzErt350HbmBRxyVF+d53OM0cJmCGhHZkA1OMmCTJQ7zv6LqOmBJjlEx8XT+Ilg8J6z39IEyzzTAw9BuWZSEfj8SY2KoG1zzP9DGJUpSTn973vHh9z253w/t37/jpT/+E29sbQoi8e/fA+TSyv9mBAecEFJyXuYbhhBBwFlJM9F2H6QdiDCJgmxLeCZv85vaG80lE1DfbnqEXsFTSjwdCTjw9PdH3qvc1zZJhycJnn3/Kf/L/+k/JIfL3/v6/wiefvma327LESJ8CD4+PfPnr3zAMPfOUOZ8kU9ucMj//2S/kDWXD3a1kJIzq7M/zRAqB8+nMdDjgw8KrT17x/Pis2XZhsxmIIXL8ATz6fpZ5gSVIkoFRwr+6vmcYepbzQtcP3N7ewmaLJhMnZ2HkeddhTCQSOC8jc1rY+A3jeCZESVBgjSUNXRV5d1Y0S6FskqSagCmmIJv0MRJDJKZMTAZcL+aCFZsjhhnU1nROfobNVgHiQFhEYNsR6bpeASEvoc1GdY+chHJZ6wUgzjO9W5MpFKDK2w5rDcN2v2Ya1EiMlAzzuDBsBuEaUETxLa7XUFqvDD3FC6TNDL7rRJzb9xKu5tbQtpgiOQsw3CmbOMaFVrbG6LVtTiy6OUXdXJdwuYwhKXlkmWZiShLeHAM5J80meuTh4aECS/M8cTieORxOHE9nplmA7hwXyD9oHH1b+R2YR7obmZOwe4p927CRcjHeC0OmZp6R4yqOUy8aKZmMKLvDKDBRQBX9WbV4IOvudgPlCFqpmkflcoXOlrIsqiatoUCrUG1i1d1YO+vVRivN1i+tg1Ko+QZILROo6NSUdkuiZ5CrxtEK9JTMa3KTIlSa6n2MsZrI7bJiBis78to2LUi1glKK6CCDrjynWRtbFnqLpj9WwC414FbtA6k+/wVg0/xtjdU0iQ3yoVpWLQJPKI6n/q++DlOZaVLPSkwsrVHZQi1bpH0f5egKElEYQquSvzgztqLbhQRpbMk6cOmoyP1s/R5WIKHN2lb7pW2Mwfr9ZYY0A1VLh+b8ErtrKntLr2maZ14v3bTz+tk1cGTKe2vr+pFysUvSgkbfDFf9AZUSlmpqOFDSsCxrVxFrgDVStvFItf2cLqqlD8r/BAxawVD+/+z9ye8lW7bnCX12Y2an+3XeXL/3Rry4EfEyX5KoKpMBVZQA0UxAKEclJCQk/g7GTJEYIIEQk5ogJJBAKqmgJEowRShLVJNA5nv12uhu49fdf83prNsNg7X3Njvn9/MbHs17EfHSd4Tf3zl2zHZnu1nru9f6rtNFpACLCZwqgEv+/ayq+UWf+xedALffkWYK+GzEl8ERk5WINhpT1cSuw41OTpmqSsr0I6iaMrbOgMiTNsbZ2qTCDHRS09rmkhL0oUnJwqR8ykvrCSSKSj4XQsUZkRlzVHz+Ds7qLplyRsJ32p541lalTvMsrzF9yJxH2YIr93n0syVR9jp1Sr425TOre0DPqjatk3k9KNc/YEh8iCVOdvvKLXoSxJpFT8uuYzFaCSSgZb+VKFkRo4VYW6LHSB/YZGERQ7IIjrqA81PZsZzFFC6ndBBw3o6TOZee9TMrvt9l+vzzVxyPPVfLBZ9//hmffvop9/db7u/u+earb7i+uSLESN8PHI5Htrsdh8MVN8+uWa4WNIsFWoNzHltVvPr0c7YP98UaiM0aYw3d0LParFDWsN3taYceD9TNEqU0oxupF7VEvzJirabic4iR43HP/rDD+yVLV1EV60GVwpaL0m60p7IVSlketju++uobtFZUtWW5WrJar1g2jbj4WEM0itXVih9eXLC+XvDll69581osQy4u14C4FhhrWCxqjIbaieIlYyjglPCPaGNoakMIPV0nPB2LxQJb1eLulqxaVsZweX1J7xzd4FO0pFHWa62xtmIcB+KokttKFG6SJC+63jO6kDDgmEhSfxPwKIvY86hrSfYJXvL3ZpIv6xpV1cQhWSdV4j6sbIWtK5q6EnktLRlCCJ6CqgRQ2iZCaYkK5UeZP3VVyYGYD5PcHAJ1XbFYNRyPHcPg0GakWSywSknfOBkLmVhaa8NqvUqAkWO7OzCMIbmLdQz9wMN2zzj2iUvKFfJza8TKrEkui9ZaxmHg/vZeAEFr2e32rFZLVqslTQJirBUZyzkBDp1zDF3Lw/2WT7/3Oce2hRgxpsJoi1ZC1O18EEUwRqq6ZrlcELzn4f6Bum7QWtF3Eg49AoeDWHOslmtunt1I5KpkpfXm9Rt2uz2L5YJ3796htebTP/4xx4O4wjSLBqJi0SwELHBzt8WP6fcmdZ1wOSb3Kz96+q5DYdhzYOGCrHGJEwhE/6qskC9brahMVdwY27ZnjFFAe6Vwaa8ruiqGqGaW1wqMFn1I+OeSq5UhcQAmbTitRyEEHE6AkSBcdePoGQch8h5HAZ4ioLXFqGQRWMl4VwZWyxVNVYuekvSgxVLcpb33jKO4bWYgyFaWwYsLX0gubDEdFllrJGABwi1mTQaWoK7lkEO4B0VG01rhARUcmSA7RDm4BOFB00nusUrWpqAAU6Gi8DYR85pV7JYpkc3ncl8kHfhCSHuL815cTIOnazv2hwO7wwE/Otq+Zbvbst3teHd7y3H7QHCe0B9h7PjN1v2//+nDLY9mhM6FF6iAKpoTMS0o8dBIJmgqC3cxCcgFKCFFMlJJUM6yfwZwYgGi5oYvWcLM2YlQLQDJxB2rZoqXkhGZBYKi0DA71RalIwuiMW/m0vSisE3k3knJLveJ2aGKpcQkfCd3s4Q6xwwAxViAnuzTX059hfIwkY0rsgtYBpCKDVeIQlQ6s84qlktlAZMFSpTJWPovqnjSl1noz9YCBYCa9U5WphQh6URqVi9psI6JX2WWstL6+Dw5Pze/OlOqiz6mTi17MmCjE+NHZAKTstKcPusMIGlzokBrBcooTH6PZrIA0npyJyuVVMx87tUMDJjVaRZhLWbriVnbtZ7Ag5OOSII6s3wlmen+AgBR7puePU2F7yspy2JJI2ly3cvvrozsR/lw9r5OIcM/vBQz8BJD4kDOLhx5fZney4mFZckAsVBTMZ0KJTwBSiSJfCIiXZyBc3367soK8Z6kTsfyKa7wYW+gjJnICbCZM1PWihlxjmSjNDpF3ymdlcOpPqpvXkPLKkfpDDizVlITl8f7mvzI0ifPBxCpKk7XTwCs+UprZnWZ1bFwrj3Vb9mNcPbMeTS1sl+kMmNMeeqTx6Z6ly9nIJPsT1O+6T8ZzMsWVOXZ836Y1WoOks2L/BXTGeZy+tsvyzNtyioBSRPQGlFotI5lLhCRPTQAmdQcQ7HSKut32s2znJEhqhDK54zfSdXnY4/S5fkA5PcBPLq7vWVIPChXN9c8e3bDJ5+8YFFXDMtKOGeMSSS9EkVnt90TIyy7hqvrK9brFcZKFCixvBCOjdE5Du2R5WKBCx6rq+TuVctIU9JHujKMifNt0TQYq6lUhbnciCVFd6Q9toyjww8V60aEelNVeC/gidaGqqnQVsK8v/r0E7zzAsTESN915EO/C7uhbmpGL1bpzbLm5aef0LYjd7c7bL1E2SVB1RA1pq64vd+yXi/FO4sEiigBzYL2WCzG1kJW7IMQhVcVzcKwSPw+Sqnkordg0SxYbzzj4HBeoqblGaS1pdZ1CjsNaI0n84j0eC/r4W9ns8tz/jyzIOCRcwkUn/iQ1KKRqeFdAqMtMVr86PBGCMqT3XaJ8qnRVHUiuzYTB5rMzUizXDIkHhRjKnyQaLkX11dUTcUw+HQaL7wi+fDMOS+uYqk854SMfBwczaIRBdY5wiCWQOuLDdpqtNcMbmDwA8pCZSQiWTccePHyipCiWDVNTd9Z3r275cXL59R1LSHvU0QzBWgVC9+Jc764vzk3gtbJhU44vQTsTD0eI957FssFz57dcH19zde/+AX73Z7rm2v6rk+HR4oYfAHCl8ulAJNWQG5jhHg3xMBi0XDYW+HBUVnZV1xcXrBoFgz9yP7uHd/8+Z/+NgbPx/TbTjHKnOt6sX5VhsPhiBsDbhzxLmBthRA2a+H6sRasRSsZIxKRzBKDHFKISKVTSHvN4ANiaySHXUJrNuk/URs0ERfEiybrG0Vm05PcHVL+MYIzDpRhHFySZRNIg2ZRW7SqqCpL04ilXt3UaA2LpsLo+cF1FFfeZCxwcmAcZe/0QRUD9MyVq5QWukhrMFpjK3GFzQc6RV7NsosSAGf0DmMMxupiia+1njiTtMb5IE5KMSYxPJI5SEPSSYvRhZnLo9OhbIyZJlkkAx9Diqw24saRY9uyPx45Ho+M48ixPfKw37Lb7djvtvj9LmUwZGHlY/qO9CtYHk2k1RnYUcmNTUOx5CmHz1kZy9pVDnkdSaeySRgkAym5HJUU2lNS6bz5qlJGqsfs9FUVAEZulAhraRzr/MyZtK3C9O1E9zgDMU5uUkUwU1kJgGQhlXTQMG9fIIdrDVlJmE0G4ZOKRYEIecIopvDDSiaxrC8JUAuI60m20JqBe+V6tjxSJHfB3LSpb1V6JRGST2g8abSa9wPJakmpRMabAJGsN8Y4gxKnDi3TPU6Kcek5NSkPGXHPC60ID6r40mZgKIdDVanME4uakp8s4PJcYn/J9yUQqHAMxdy/k5VQUdrUrG6lHjMF/cmydSkLpjbP2176ZgYEzds4DeRpcZ+7w+VnHo3dAhbJvaeuhKq8s/PHzlOatkwdcaa7/wGmwl+UN6goNkQnWGl84hnSfE9RMXTqjAlkVhN2MBsXkp7urCf7vuAJ03gq64tUZvYS3pN7Lp+zsZvziiIISIAycSFiHl44R2g8dzN7BAApHk31PGlP6qhO/jzuBPX0tQKQzH4vGwyQedNUTAt8siI9uSdOi9N7y0sgWbFiOp9T05pfIq/N65UfKX0wF26m20+SmvokuyufTWIEcD6pOGWcPdWXClTUctI52+dy9bQ2xQVjyjKeZzF76rtTJhJlvu+UimgBlkK2Zs25z8jNyaF0Hzdm4myKRTAtlY6Zo24a3/PDF4jlBPJ3nW7fvmW13nAcx0QgPAggtFpw2bzg6198yehc4o9psFYz9APb7Y5+6KlrUQRiDPho0Bqa5RKlNfv9jq7vyaHQ+2Eg+Cinv1b2euc9Joj7etf3EopcW1SMKKMxSlyYhn5gHEfa6KhUhV0uqZuavpMT9MoYalWVk9zNekPfD0IWm6Nh+cDxeOTiYiMh4ZW4YXgfMMZy8+yazz7vaI8Dd/d7XBAuD6M1Xe9oFuL2qI24JxyPB0IMrJYLIXitAtoIUKASJ0ZVW5a2ThZGOdx6RdPUXChN3/X0g5AixyAAkdZGxkexDgCXyOyd9zLHy8T7DZUIoxPlw/kP6UKObFkmtRaybUVydU33xF6I1kPAXKwSpWUk6piimZnp1D/JkKJzCdG8sTVdP1A1Fm2suP9pWKwW+BRJLVdxTOXniIjGSCh7l6I4WWNpDwcWqxVaCcgzDqNwraR9xxhDiAEfnFhB2SSrx4ipDCoqsSxzHmU0VS3vbLlaErynP7YSTdB5rBGr+MybFJIFEkp+j1EUcGstdV0RI4yJSBhgtVpx/eyazWbNbren7TpeWMveHYgIkXHfD+XZZtGASop7oSgQCwspS+MTyLYwC0Y3Yq2Atn0/ctw+cP/1l7/ZuPmY/vZSCDAOECScz6Gu6etRwPMMHikl7p/GUANVZXHRQTAJlJwmtNYGqw22EndRra1YM2oLxhJVMqbIclyMaBxKJ905iRJaa5h5NmQgR6IDgrHC+zgMA847UBqjBcRa1AYINE3NommoK3Fx1UaspSaVQnZ4732iPEnGDSofgGt01VAFw+gGUAZjp9+CF9c4k7jqBEiT/TiDrxIUMZY5FKLHMEXR1EYX8Egp+R59LLqxghL9WhxqpB8CQcA2JTKErDV5xZlk5BCkXX4MjKOjT5x8hwQcHdu2gEfHruXYHvFdJ2OCbCX2Mf2y9OGWR3EmJEKSGZNli8q8R6fCL3ES4GQiZJl5zp80k63T6WxUMekAE4/POX+FCMQzUfdMEFaKyasBZmWfDoyYFIZTACmbxsdy+7kNRkygy6RWSj1LNfS0UBSgKEdaK+CRn/VpFngnRSIqCHlSz5XJBAjExGVw4tqX+jwmHqQQsrKoMsd5SiG51J3qNvPIN6JwZjb70skJbMlIs+SQRa1MPz3rYSDTmSWFHYVRp4rpCciS3cLIpNdzsIZ00sYUqCQTojNTlpn1WVleEnCS+XaLkputieTipHTL78XSaJZ/GRXqTJnLeuYMgMr9dwKazRTiudvaHEQrhhxZkE15zS2XyokBGf2QUVnqdTZymVW1vOT55wllmNp4ohmfZ/CHk/a7A6+/fsOrz15OGnXW/2MOlxpnczTfMLU9xDhh37l/i4VOHtPq7N/jlIGgEwr8GcZSAKSnnj/Tih/xjCWgdBpL03gtm2wKO62UmdxES90eRzwstS7g2ElLpvxLs88mRL7vkUb/VB/NQJnz30J2nc0Ls+FRysXliTkn71cku2hIWiITCOVO61j+nrU3Qo60OStsqtP8RZ7ucCc/l0n+CDiainrSvfTJaySrWIMiJJ5eNWWtIiad/n+4cDR/h4/rJlYp8mVanyfXM6K4vsj2JxawsnJbMtlmXrYmy6Lp7wQgna7xcdbPWotiK+dUGbrKa9jvXgh0fcf65QsicGhbvv7qS7b3d3z2+acsdIWpKvrDEecci0WDrSuc8wyjENW3xw5rRWHBaFarhmaxYLUWAGAYHW3bcfXJc+7uHhhHR90sqKuGECNtO5BYBoTraOjx0ckhjxIXwvVmRYyBtj0SXY4+FmjqhuA8WgtgoI3G+VFkDYTHwtisTAl/xPFwoO96bN2hbEMk0h5bQHN5dcFqteY//uf/H+7uvmK1WrK52KBV4JNXL3B+ZPSBpqmIOO62O0ylWV2sCV7J6XQ6KTcF6AZrLSGCDyPeCRmqtTULY0UBHMdktRLo2o6qssQ2pBN2cY8bvU8gZlr3YyAx8b/nzarZ9HjPOFMGmqVYOow95SA11Zvs3p8jsxkDIRDaTr4vFvJ7CBK4YBxxMRLXS6IOEx9LAnli4j+K2d0z/bO2mujdkuwQo1gfxAjOx3KYEDLwohRN3bBYLDE20nUdwzDKWNSKoe9ZbS5oanHfGY1huVgw9gNjZVFGYY1m1IrgPTFo6sqKdZnWrFYrxn7g9t0dPnhefvKc1cWaetHwcPfA/d19AqF0coexuFHCa3vvBfxEXA+zspgjqrlRXFSaqkJrTdM0LBqJ3vdw/4B3wiXmnStA1+jGpPjr5E4n76Sqq0LiC9C1rZSf9metNX3bM/QjTTOLpPwx/X6nGMGNxGNgMJahWeAGASeNtSglblmuqskulWOQ8aJT1LGqqqhNXcZYs2iEiF7bNCer5CJsCDM5JoRApQKkSKh575z4zFSyohFX7wyOKm+ISrFYiiuySwYCKIX2nhBHsTiqaozR5Gir3itOQZGIG4biTmqM8KdZY4QPbnUNRA77HdmVTWvhTHJuxKQoj/mQWmmF1WK1HohEH4veGIkYqzFGDupNcqnNv8UYcT4k3l6pnUqyjMjkscR+clrhjUoGAZo6iqwb073ex2QN6xhGR98NtMeO47Gl6xNwlP65caTtW7quo+u7FFXtI8fRr5J+Bbc1kUDme19M1/Ip/qS7KtmFjCpAT4gZRCjaWspS0EQRIlUxVyZEVAGNsuuXlCz+l2oCaoBsYnFSv7RZZxn+qSU9PikcZODofWp3JntOwi8ZcJlc4KRuM1M7YjLvkZCvk3A8WQyRQ4MTi1VPUYDE3m8CzbLlUAojG8OMjT6mskMgB65TSqHPlc6ZucUkeCcXuTkiooQPSGeroQT+KRIx9Yniqia3NTXlJQBYUV0fEVLnXIr7FzMsYw72pOtaq0QrdBqhzGRLozkRdUqFYgQxhRblPJa2Fq+lAtKdgU+lHTPS3YK3PI6cdgIc5ednQufc4mjWDeVD7oc5F8j03uT5bK6feUFUKjPrzhOANPXpBA6mdmXFbF6vWT3mQNYfcvqP/5//Kd9+84b/2f/if3pyff5u87tz41gAOK10mePT+hInF9Zy7QmlPuqTvpyAkbRYnuEN5c4zfqyS3fmLUEqWgpk7q46ZE6ygFE+DEL9JymvHyY4/B02m+p2AMU+BPU+lEE+fO8kPiE5Ar7hJ5c7cjxWJf9rLGnTimqxAp+8hWys9wcM0L3/eqFKnfGnetnnD4+lv5+34gBTJ+1dp0CzPXKcpVO3TxOK/RkprRj5JJD417sBocRUsBy1p75e9Lz+rUq0DYnEkJLo58mBMeYtF1LQuCSg07Yn5moBfkyVdCE/0qSp6+O881Y0REmBjiLFGExjHjj//0z+jqRf803/yb2KNYbvdcnd3y253pFnUXK6ucG7gzbdvePv2LReXG26e34hg3G8JwaOt4eLygqETC6WbZ9fsHnZ0gyMq4akZx4F927JZrwsJshvkNNpaiVxl64rVZkVVV8RxwDqJOqa0KBMmyn6tILkLBYbxCEpRGY21hrqusFbI33/yk58TCFxcP6NZrgDFommobp5zeXXBj3/8fb78xde8e/vAm9cPXD9raJqKz773KRGPQqXTa01dLSBqmoVEDjoeW9q+ZblY0tQV4+gZup5j2zK4gLINvh8wQ8QjhNiVrTDGghq5qC641CtoxMJmDBFHpO1Hvvr6LbS9sGdnufPJZCbmWpSQ8HLOcaOgauDiQniNHqJEfjRpzcnrRZDxLGy4OkVgQ6yNvEsyXpQ6OQ+jo+s6msUCY2SO9X0PROoo/HRKC2jr8tzQCZQqQkEqUisGJ/2ttCEmxSugWCjNerlK7tiiYC6XhuViiTaW4D1NXXF5ecnhcGR/OAqQMnT4WFMpQ1NVEDzeO4wWEOjzz7/HerVm+7Cla3sWTUPbtiyWC16+fE5wHlMZRj/y+ptvePXqE7RZ8eLlM+7u7jkc9/R9R20qXIqY5H1g6Ae6rsd7z+F4xI8j1XIJIIri4chhH7i9vcNoI1xICA8WSXautCnhy9tjV1znvBNS4q7rWK9XAj5G4ajxTtz3rNHJDS5OwObH9PufQoDtFuqBYdEzdANayR5V17UASI24UpIpQlASEfOqIiiobIWuKrSVf5W2TJ4HUwTFuSfNUK2IJkjY+7QWeK1YVaHcG0JgjAqiQ6ElKhoK1yyJaGzh69Ro53BuoK4q4WzSCh8cbugIzCPgSrS3zANUVQIBGGOo6hpra4yRCG6bi8tilJENOYyRAAwheEyK0ibRwTUBlVz5vOiKSNPXa5mHEjlNruX2Oe8ZXUw6SLa4ApUDmCCUIwHhisLoghUMQehZ8OBdZBhHhq4XAv5hYHfYsds+cDjsJdBDjOz3B3b7HcF5ia62PxCObYqo+TH9KumDwSM1xhnYkJGYp5QlyDwRAt5kpSaDFOk+Lz7D2bxW9KjswoUQNsdYrGNmx5lCuJUEZQECdAGpStIzUtos0J4ownljPVMsZt9OM8yCeyIIzUJzkeWzKX1WTGYLRgGOXIlkRowzpvuQOJFiOZzKLjV5s49BTRBA1tFilLCP0RegSurthZAsRGKyPBLlYt6WWTtJlkvp1WWPLVFKpo3Q5DD2TGCDWPhI/rluWmUlIIMpM+Wc9DmebbDlt+neDN6o5Nd+6oIzXdcZvEE/vicLS/l1p/tlLGS+gAmEoQBXk6nmZGGV/uon6sJkOQQQ9RRda9YwinKbO6a0fbIUOnk/M0BnrsA9cn2b5/u3kE4BpT/kNAEpSpGIeKdXFGIguoIMABRLh3mfex+S1ds8atrZGhf1bPpM4EMshc+U8kSjU/zMQ0CZU6BFgZzuzLTiGEI5/cl1/K0DRe9Lc/CIWSeegxiRSQk6x47yb0AJkZiyS1IGpwBUAlIUAv48ktPzOh1AeQGZThC63Dda1v4CIM0W+0fAUX78DBzKIfAeKQvvAYmeQmHL2vIEQPOdKe89vzmqez5mFCSrjMkFMO+l8/VoMq/Plnr56ZE8z5SSiKvhBMCTyCoxGnFTigGDxsV+Wm+VrIN5iBmjMdoQ/MwqUEGMHqViipiZoo7+xj3y20uvXr7geNjx4uULbq43DEPP7dtbCCu2Dw/sDwdevXrJq80rCR/+1Vfc3d2j2LO+WGKsREd7uH+gTxYpN8+uuby6IPooVjba8OXPv2K1WrFYLFhfVAk8CLz45AW3d1vu7u95+fKFRAQCrFVUTUW1qOmPR0KQKFtm2TAeDrSHA13fiUJRVSiFuAhpTbNaYVQUjpAQcEE4Pqy1XD+75njcM46O+/t72O5ZLlb0zcB+37FaLXn16iUXFxvevbvj3bs7vvz5NwzDLxjGkS9+9D1WqwXH9kBdL7m5umF1seCwb8vcXywWrNcbrK3x4YA2htVyhR0G+mFg7Hp6F6mbBlMvJOKf98SuYzc6lEnWVSg8ChcC3ei5evWS5bOXbPsO9+6O6BxYK0O2H2A4pLfqE7gzf9PZFTOBTgohu84TxpqJ5doj95gkm7kRXJK1jJLf/ACjE+DHR3FtCwHCSIxhsn4hHwAZliuJktZ3vVjmKMXoAlUVi1th9MmiPQoZP0jIe+fE3lQbCyFIKHrvMF6iM2UupcVyQfBixRYj3N7dcXd3T991PH/+nJ/95Cc84PnhD38AmzWHw57DYY9WitVqJSHQFTx//iy5ke24vrni6vqKn/31z/jrv/4bjNFcXG549eoTVITnL254+/aW3W7LOA6oqOjHgWa5wLtRuJ6S25vRmv12j7JS73Ec2e32vHn7ToDUwx5jFLvdXqLPDYMQAIeIMSJjOecYxoGFWVDXVbFEiSGw2+2IIbLerFmtl2wfdhwPR778+ms+e/V54cH5mP5QkuhlDCmy7DCy1+DGgaZuqBcLlosFxtY02s72aui6nk1VYysj4DSJQ7NJa0FQ+BgnziMluqhS4LPBwKQ0obTmGERGiOmgzVSWdQL5hTNMoTuD1bYYTGeAc7la01QCdCktQM52HzBM0X3HcaAbOvpuFLLqxmKMTUTzAk4Fin8IxZsmH9gkOS97g8iZkUkWnKLbmuRuq42mbmyJJGx0ELA3uHS4JEubdxIBUlQkncQkVXRfRQqmoUUY8CESxhGbggMABO+FXBsYBs/Dds/9wz27w46h74jOcb+94927tzw8PODGHoYO+o6PFke/XvqVoq0Vl6hy2kgS4GZhzvP/lD4hCcMLhdjsMBxQEziUgKPMyVBOUeOs7DSM584hCXUi6gZCKJGqYoCgkvlcVhbJrluTeDmJ/fEkV/mYhNRpycg1PemPcv2EWyMDOamvgpxMnUZbiyhCuSf/U0qInEs1shI1ZZ1+CJNSliy1VALX5t1czP2LdVEswnmuu06gXyZrK0JJjGWhmKKcTSe/pyHqJ3wEQKUoRgluKmOiWA/ktqipniegkVKJVC0pKjPFRaXwkVpR+urUeoRp8Ul/NRNwRM47L0wxCklmdpkr5WdrIVUUPX1yz/m4zwqlKg2bwKXcQdPfMjLVqWKWn41QDOBOlKKsZyuJRicLK+U51PTc3w/Q57eTYgz03SDv1qhCJPj++2WOyAamC6dEDIGgEjgeBVSe7oe0ShCCYW5NV8CCPPDn5aT391RtYnmGAvQW592/K7CoVCY+/h69DDgt5tInEdfKII4pCs3Mci+P17PohsQZYe37QJUnmz0HjtIeUnyXv/PBx+DOfHFCga6StcHpu3syPQXs/IqWR9+Z/cm+KX+fHjlTCo+Ummn9mqxfM3iZOWGmcuY7ryKibSXGXWrSokPwwruUI4kquZciI2gUBqWq1N2T+w1Q1nwAdCDGKQJNiNmydto/pS8mGSGkazodTP0+pEVt2d7dctxZFsuGTz59wXYfWW3W/MVf/TV32wc+ffUJV1eX/NEPv2CxWbK/39IsarQRi7LgA36UcOeHwwFrDZdXF1SV4e23ryUa1ejYXF2xWq85th3Hhx2RwMuXL3jx4rlwxoyZnyhilPDOiIuFwTsPSiJVHbqWcXDcPLthsWzQRlHVgaVe0dQ1P/vpT3GB5OZjqCpRQoiRH/zwh1TWcvuwZX9s8V4iuh2PHZv1JYvFitV6zXK14vnzG6w1fP3VV/zsp1+zXC159vySED22rqmbBfttS4wp5HSEYYi0/YBNgEdElDGUpq4ajPIMyuFDoB/6EimsthZzaNlykKXBGFwIHNqe3bHj+cvPsAtxjxg+qzC2olktqZqacRh595/8Z7LOARMQrYFBPisj6xZp7XMO3rwR66IZx2RJ1kBtM7EHhUQ7RrEy8j5Zj4f0OQpPSyH/rrDGJuJvxTA6THLt88kVxFhROnf7o7gYakqI7eAD1lqOhx7nJZpf3VR4H+j6gWM3oEyF7ns5KDGaPsAwOKy1dLHlYbtj+7DDaIVzTiK0IetJXVcsl0tQUDc1N9cXvH79huVyyY9//AUvP3nB3f0979685dtv3/L1N69Zrpa8eP6M9WZFe2g5HvZC2m0nN8WqshIRzoqb2Xq1oGkadtsdP/vZz/nqF1/x8tkzVqsV/+Y/+Tew1vKn//LP+Mlf/4TLywtC9Bz2B65vrmnbI8djO+k2UbizfCIKXywk7/Vmzdu37wRoigJMukSEr60WhR1Yrhas16u/k3XlY/otpjhCOwIVY1UTbT3b+wLd7oCvxLqyqipQWsZ7skpTDCgEQI+FciXtx2YKzDFZ8lm0ngV1SHthBkNilP3aR8AscIBHE6ymXnqsMaV+i6omLhdUyY1YpT0yhMC1vkrlqWRRB22XIrfFQONBN0Zc64Ls31p5AZ9yAKB0CCS6zZDyM0lXlIhtxphSdxHnDDEKB56xhspUKO2JKvG4IfqWUkJArpQpdCWRcFomGkXAR1fcU12IxOgwSES4vh84HuQQZLcTi6Pdbsf+sKMbOnwM3O733B62xL4VsNB9dFX7TdIHg0chngltJ4JwTErspNBmY/VJi43lsHTixImJOmICMeaWRpGsVM0F2PwMCShKClQckkibNecEammdIjBM98Z5/omN54x9acaxOgPK0u+T+eGsvoD22eQQoqkLQeDJ6W3MamVS/c6Ao2LlUNABJiCq/DrrQ9FfJ6eGeTOizNPzZ1SavBkkAlKwIlV+n96jsGgoMk9RnAATRSE9m+uBFCAkTgBMPlFOrmPB61ldZiBXUbSTYq+z9c8E82UFQ0ivYe5qN5UxtzDJnEv5mioA3XSfkoX9ERA1b98M8HkCOJqQ8pNOnAGmU9nzts9+mkCmPApyufH0/qnX0nNxNv+KYPsxvTel8QmU91hSnLsKpjmrxHpCRwGQIqLMCnFiDYQybilZ65OvpUh1+n5OLMpIAobOrnITdvEofQCG8Rul2QHBNKZm675Sk7KUF/cYJ//QX5p/zlJO6eSzOrvhPKm8WMyuhbP7E4B07nZyAiK9p/OUAmyZyyf7XIhlLj7dnid++C0CRieAVNk358DLdJsIsLL3zPeVkxtn35VSRC8RhYT3ToS0k7wTEXdeY8o6lwMxENI6nfOPMo/SLiuELBqtq0S+ObUjRpWEUTsDsgRAFHl7HhCitHLqmGz99HuWqsriXMC5kfbY0bZ7drsdzmzo2pZ+GPjFX/+E1z/7BRfPbvje9z/jxYsXvHz+nJ/85Ke444A1pzLM2A883N5jjeH65pLPPn3Fw8OWh7t7+mHk6uaaqmlYLRb0wyj2MDEKCBF8OhCSgxOCxxqNNTUqgRR97+m6dPJe1/gQMEZCxYOQcK83l/R9xzAOjF4E+8pIBLQQxIWgbmqu6gqlNONwwcN2y9g72vZY9stxHHn16gXjMPDwsOXb12/ouo7NZkXdiBtF3+1YrjYEJ5aCla0JTniuVqsLlNIE3+IJKK0wRhi1gpeIO9EnLzOtudisef3uDoJC17VY3yghf//yFz8nuoA79kQjykyX5JDLP/kx63/wYwFEU7ANg6aOFQ+7e/pvvkTGo5d/HnFXywLZ+dC0Ni1RXkKHZ9/8wQlAlYA8Riefs5IZAgwjPsihnjFGyNG1YhjHMk4CKrmXBFCGSMT5KFw+RgAmYxRd24NSxbomR7JDibtXDIHDscMoqKqKWIMbPXVV0XcD3aHFaCE+7w4ty6bh5vpayHQTf1DTiOXSOIxsH7a40TEMU/S7rBAulwueP3/Ger3Ce8+RBOqEiNGmKMQYUeCzwjom7pZxHCFGRjdORMNA27Yc9gdpuwJjKpbLBW/f3EqYdmWplw273ZHVasn99o6Xn7zk+fNnNE2TCO0tn33+GbvdnhCCuIR6x2az5ubZM773vc8JTvhddquP4NEfborQdzgFx7GmH3uqvqLSMmYWi6XsVwrqumYYHUoNDC4QlaaqI10nAItKhy02WqLJuoLsnDKeNVFN+qU+O8j0BELw5UBE7AQiqmrQRtZipRSWCF4ATBnzMe3dgcrWoCJ+dAz9SNv1DJ1DoVguF6xWa6rKzMrVZckSLxRTSK6Nng7yQ/ClPWT5eSYexiQTZpDaq5CZVyABY4GAtXWWYqT0JH+JHKFl2YuRIXoc6bAgiiubGx3OD4zDyPHQstvtwUfu7m+5f3jgYfvA6EZ89Bz6lv3xQDx20HVIRLWPwNFvkn4FwuysICRlan5yrmbiYhLsYlZ4YQpPT5gpDCeZy2Are2wsAA/Mr82FxVk5iOk7KoWlnykFAs6omVA75Rnn5RXUZSritDbzNmSAZ6ZcxTMXO58iaESxCIoEkb1zFDmyYJ+Jq5OiqEDFgFZuAnOeUEBUVmqjRDdL8TWIBHwpU04XoxJF2MUcxnRO1Ja7a1KK8gInk32yHivuXif3TFY1BbiYjYdiPTQDdVCgzGPFTSUARye/ucxlNOc0KvVLHEhTULQZcHRWH3GTm9qa3dwysCXgC0npPeUtmiyriro0teEEODoFIYoFklKn9TsDhk7a9aTCrSadeq5Yn32crIzU7Pe/TWThDzil91c24xAFHApp80rumRJFQjPxoqnpb15K0hyMaWNL00ug2dm0navU84uK+fhgwpvK+hrP3v1vR0GWnGeuvWf55rXofU8C4m/OrF1zUOe7hl42SS6fZxmU6xmoOavf+8a1mhNpPwGUlPU9dTJhIs7OfevV9Lua9Xc8y+8py6uT7+U/v530HtCo8P2o+V6sJKqm8tM2qSiflRarILk8W4NmBxxZ8DwBnWI6fDkbFAoNKpYukJ8DKp08yhobp7ERdeIuEgVWOA5j2hvE9H/StyehuezRJ30r35XSkxcik5zyd26R90RarZf0XaTrjgxDRz5MOqYjGW0NbtQc2472F18x7HY8//wVX/zR97m6vKRrj4xDX7gcrNYYa3BxZPewQyu42Cxo6prFYkHwge7YFb6iygrIYKsajcJbcUXQSlyPgkrAnlISXlopqqpms7koirmEcA8sVENVV9RVTVW1eD8SYiJhj0J8WlWKZrkgxIDyyaVWKerKU1UVXdfR9x1u9ImHSN7T1fUlxhju7h7ou3ccdgfWF2uur65QymJNzej7xGMlIKM2FVoZxlF4mLyf5qpOgQAyD2SIEWukbkopfPBEL6Gv86zv2hbGAO1AibwYIw7F/ue1kLoCylqUtWhb4StLWDSoy2tZ84fkDuGHx+vCPIWQiLIj1LX8DclaMswivpXDxwgmgdrOoZKVgVgbVETEmsBWGpe4i7wXMLcfxNI2xIBL4GGI4nI9DC5F9pXnYxQScaKQ1Y7OYbQAhuPo6NqeZrEkxIh3jmEYBCCqhDj4+vqKq6vLxAck48akaFH3d/cSSa3v2G13KAV3t3fsd3sZV3VDXVf0/cDhcOBwOOCdY/Si7M7ObItshlJ0bUcPwv2klHC+KI2tBIiWMTckwDoUfhU3eoKPSTEW18fj4YitatabDav1Gq0Nx2PHdnsAFbm42LBcrahrsUzZ7/Y0dcPD/RZrK+6//gVf/sV/8bezmHxMfwfJw9hBdARXE8YRby07uxDC9sHRL3qauqGyFh+Ft6eqaowxWFOJVqSng2eUwqrpoFrrmhyotHjIx5isTGdVSZt33sWEe9PgVcxks8h/PESDT/KsFjNBonPipkpIa6TIBFZbMMJf1iwW4rlRlKoaZSwQU1S0pJOVvzVKKZxjZuXLTO6b4QNK1piYGPzL2V1M1DPI4YFKFpuiR01/Q1QS8VBlWVXaGzwMw8A4OMau53ho2e927Hd7vAsCHt3fs91vpc+NZn/cMex30B1kbT71Of6Yfo30q7mtFcBjDurMhnc+Js/IDEk3iOdknlllyiBRmBS04q42A2KYyj79jaIPxCeE+og6seyZ6yB5wmam9qlmU9ZJBZwpHvG0bCa948SKBOTUKd0YkzuZKoomk1CQAalSaYVSARUnAsazYEiljHm9s/qahefEJjUpylIDVOYjOgE9HrdfqZjCkTN7JszAkQzuxALuTGBI7mg1WSYxjwGFcFKdjyA1WTKl9UPyzBxManpXRdGegUXy/FTG3F1MpYfy/7KRkcpweEx/M+CTFsQpyt0E/My5jU4sl3L782I6IVtkq6eTcVKeLRfeq3MrUjTDOH0/e2MTeFfe7/z3jwngeGj5F//v/x//lX/73yD3TXaFUagUtj6NMV1gUyAUoDGGJ2wc4vQhopmHSpfJMr2HmEEOxen4mmWlYpzWlpOw608AI0SI6glsMS+OJxfL5zycnsJDJqDlietlDcxuYUxz54NSXiNyG07nwFRUBisijzs8P/cEv4SCk86IGfCftSkqHoFYyTLmKf7s96ZHwl76EJ/o9F9jKk477czSJ6TVPsRZN8a8W6HRBBWEq31mFEYUZbKARwpRpCghIMhBHEKJandal0dNyGsnoNBlPE2dodPQyDdpIgofwuSGxgQeiatbru9sj4sUICB3ZUyDWDjrtFBgRSgcTL8HS582lqpZYm2H1i4Jw5boo5CV1pWA1DHS7fZ8+/Vr9kNPpQ2ffvYJl5drjocD+wfhjnGjS+5GhvZwIPiR4NaslksuNhv6URQEPzqKmzhidUPilYjBky3DixwRRHJQWmHrmutnN4z9QNd1hOBxzslBlTYsVzVVbXFOQlrnKFcheHyM1IsG5zza5hhDAtZUVYM2mtvugTFZr1R1DUqxudhgrOXduy373ZGuHQkxcvvuAaU0w+AYBnET0dqwWNRUpmHoHYfE2VTmiULantbxPKZ94tZarhqO+46QXNCUEreOso4ZBX6c1jeg/eZrCtBtrfyrLNSNKIRXV+J+MTrU0KF8n8S7yHB/93iBzW5qkLiN0qDXOhFlZ/K7meyZ41c7J+t3sjrSWk7oI3Ii7/3I6EZCkLDjzjmUEusishyoZQQ459NcSe7YZCMnldYKL8T4SuGilxDfKbpvP/Q456irmmaxoG7qwnfpvafrpY/rqkIpxX53ECJf73l42NK1HfcP97THI5uLC2KIHI8dbduy3+1xbqS2hqEfsMYUsFzPZE2TSPTdONL3qT51LYBQ4nkZ+gGXoqmFEKms8AZWlZXe0JqqqVEKdrs9y2WVLENgHB3HY4cbA3Vjubq+5ub6hhAjD/dbqqrG2oo3375juVzws7/4C978zd/8NpaOj+l3kqLobmNyFXUjwRiO1Qo3Ovqhp+5rCQBQ11TDgGscTePR2ghvkDbFFdhUFTpFJc1UG5VV08FPCboEwZeNlPxBLIlkt8vAkIA2U+AIkf0ULoqOqWOyKtUGj8d7GAJ4ZdG2oVmIm9lytaJZNGkZiqAtVKukZ4Xk7pvXxVjmSl5nsxwRi6A6q3vIX3OUVcoyFmKmVlGJCFvksLIjJUMPnw6ydP4tkqJ6Ova7A8EHjvsju+2O3W7L8XBg6EfuH+64vbvlcNyl96DoDjtCe0iuah85yX4b6VcAjyYOoiLZFalxJm0XeT/IQMik6dnKJt0v/ECJ74eZKfqJYvYUaDMXzPM9yQYoKxp5FItMhFZJMJorKhlUCqcq9onIr8rZZwF58iFvJgMvPwN6EsFzo0VgL9WctaGUdjqQz1Sp9wJHj9PM5W0GoGTlKCpoZv6dGRzJpodJXjgDMyTfckmFouhqNYt2pmDyic2AiCYTaytV7JNm9fLTtaIAzQCWOVKfQjMqlYmtp3unCG6Ssy55Ts+Xfs3Pld+nk4H8rudAUXl+/p3TfJnVeX49FGV6vrDmys4U5zOFuxhinJyc5zbMGlvKzi8uK5i/BxrT73F68/od/97/+n/P/+p/9z8vY/+9WmaaezqN52wGPykq03yJaRHIFpeTHZISxUCr2doyWzfUaQ1kGYwFJICMcSSwdRZdSqVyZfMOqDnqodJJLXGKUvjBY+M77su7+Hx8/qpD7mxcl7nxXfUpa3t+ILd1hGjT9xRVpES4k34hWUaclBmftAWb6jFH1Mp+98vS2fo+fy4Jed/dV/M2Ts97YuKbM0WhDWGyxFF5ETxTUJXiBMOUqsVpj56v/fmAZXY4dAJnqveMn5MDjNwGA8mFzXsxPy+8csTCvaTm7/+k6qcXsqtaSIp0iWQzlw/gJPphhGIZ97tM213PcrVidfEcbdf0w0DwgWUlbjiVFYVWVRVmtSQ4xzh4/uLP/5KXr55zc3PN1dUVw03H3btb3rx+zbFt0aomaMXQD2zvPZUxVM0CG0Qwd8NACAL2oBTBeXHJ8mPitYCLywuUigTvRO7yIYUlV6zWa1ql6fqeYXQ4H9Kr1pjKJOsisAlUCkFc8/q+Zxw9IXhsZbGVuFKMzjH2I8MwUlc13ohy0tQNOgEDmSfnuDNEL8rXL37+FU2zZN2OKCSS1XJpqOoGZQz77Y79/iChspu6AHEC0kmUuxBj4cVQeuTyciNWBM4lAx9FVYkLVAhReIh6J25+OeXDwIhEVxumnyJgfvjH1IuK6mKNtc8ksEFUhOC5/9N/SRiTJVIR/WbysxtlQmqTwKHk+nYiZwepw5D2hNHh3MjoKmyKjuSjWOLH1Ac+BEyMiWdFUTXLWb8Ike3o0wn8bA2OSgsnS2WpjchYzWIp4cpTCOwQA+2hxShN3dQ0i4bNesVut+P27S3ryxVd26KNok5cMWLNKBxm2/stWivatsU5j1IH+rYTd7XjkbZtsYlHq287vK1wowMkpHk+ZKyrmrqqGMeRrus5pqhvWRKMMTImrrC6EauJylZAZLFc4K1FG8Nys+Lu7o7r60uGQUCCtm2F/6nrePHyOZdXl9RVg60qvn39hi9/8Q2fff4pq+UFxuw5HI6Mw2xgfEx/uClmrjE5xO+qFcM4YIeaeqjp+4aqbmgaAcqHNId1CllvjcVay9IY4UbyQYAlpVCqpjaJiqOoABGXLOxUAnfn6oEcFHmUNhgiMSTvDCgeLUX3SOuArmoiGt+P+KiJFrSpWWhFVVcsN0txRfWj7JXaEI1wEWpiOTzNkdai4vRQKaagT6jZoX8s9SLk4FYRjIBIwce01ovsWy8aRCJO63aWZ6IiBo/zEa0CY5S1ahxGDscjh90RrSLH9sixO9L2LW3fMbQ9x66l7Q+M/ZHgRllfuwMfrY1+u+nDo60VuTidVpGFN/IP0+aTFKlpjCVwqJz0ujMZeRJc85UMhkQ4+y27vs0E2WK9o2fPK0roohSFBT0LmwgkVm35ruai8Uy4VRkMCic8SEpNbZx0hNP6z1s4PZzBpJlLgJrlnYRiPResz9K8X2fGKOU3TQYvSK5YSW6ZCwpzMEdNhhFzwKJY9DCBRKj54jYDeAqJ9OS3m8EjrU1RVnIy6KmUmPMtpaLQhQgyly9uaWoiZisd4aby5uCOkjGgAEy2OEqLdibgToJGDH3qlpl10AwMUzPlSWeTKDjhV5qDR9nSa8pmDjidKmJPuleoiYRe3t9j5TWPvTn8MKnIJ7PzYzpLhd4qD5MnJpoAlWl8p0g5MSvtaXOdj2mfOFqm8ce0JsaJxL68V/kB2Txj+e1JsGJmsfi35Y6jcoTA8+wfjb008op0M7NA+nVSzn/eLp1P3mdAwhNz4CT5IJKUiQm/0Ak4err65bT/PP06/Xt2qBHP3mGBaWbr/Ly8snPO2hvm7U0CJjHtp8nl65daGOb3WQ5L5lau0947D4ZxAuLzVLfPyxKgKCNV016uZ3kGVJwD+bKGF2LRk71wsi7NlhtzMu/SJJXrEUvXFyhp1p7fdXr9+g2XFxs+/fQVz188p2073rz+lsGLNU+lataLJY2t6W3D8XAUzhal+bN/9efc3Fzx7Oaa58+u+eGPvuCP/uh7bB+27B62DGOPUpG6UvRtx7t393T9iDKazcWG9cUlPrmFjYnLZhx6+r6DGKiMoa5tckmQPS2kzvQxUC1qLvU1i35gHMR6Y384cHm9IQaFrRsBSbxHpRDWznu+ffOGZ8+uMUZLRB+ji/xweXEBF9I3IUTGwbPbbxm6kaZZ8sUPv8/l1R277Y62H9neb+mHO1brd/zgi+/z8uVzVqslQWnuH7bc3W9ZX2xYX2yorSE4z9B3hZhWa4NVQiY+jEfCGFgua6xVRTHR2rJSNc2yYTAe73Tih4qcEmTP+N3O0vCTv5rhSQpUDesV1DXq0+8Jz0bXT0D2OEK/nzKQgXu69hfr9TD7HsEbGB2uGxisxVQWFTQ6BNw4CseIl895NbHWUlmL89liQZd8ZQtKgVG0ScqvIbiAUTWXmwuUVvT9QHtosdZw2As/0HK9xmhNe2zZbx9AC0jjnOPZ8xuaRS1WSn2Pd462A+8dYz+waBpsXWGMZehF+V4ul8n6MLJcLlk0NX034KzDpciCRMUwOLT3NE1N3dTFCuqwPzA6R2NFCXZO+JVCCNRVlfiKNKMTN8rMnQnitvjq00+ThZ3wNT17dsnnn3+GtTXPnz/jy198w1/8+V9yf/fAar3i1atPuL/bAZG6WmJ09WuuFB/T723SDbRHQtcyWMNQVxybBVVTUw8Ny2Ggqmu8j0Qf0UZAc2trtNLiRqk1SmdOwF74g8xc9o/Utk5E1LpYchZ7YiWHgCFGccm14m5rohdXs7yHRlFrI1HOx9JYbpqa0QeiNpjlmqgVrdEMyrBQAOmwgbT6JN5NqZqWKIJODgXW6xVej0Qi3gkwH1SWX8Uq1o8BP0pERmUsttE4H1MQC4VSBm1s0ZFCloNjQAcBmnwQq0FtNC6MdONAe+zYbndYA/fbHcfjnv1hx26/47DfM/aO/XFL1x6J7TFZkCYw/mP6raYP5zwqpMQJJ2L6OweKMhfPiaYEMqJJfosnwnmBiMp3yTvNAmKaGJzu2Y8EayX3z4mV01ANwchl72aS56TUoRQqJvZONRPHo5+1TaX/Z6E0A0skAsoowTZiREcJQViIvWenTDLHAugZWfhMeVKpwKcUxPMrOcS8/CZ2B9klRpsMDOlixODKQpSAmqIgiPkvZLBisrApGJYClaweJqsfjdI6nfRkhWMit1YFaZ9ZI6WN2qYIPVM5+gSQyu3N9ZuDR6We876ZAzhn6tTcIqqUB5PVhwKlG6IRgvVcr3JPGS7pnc9DqJ+APLOyE6nmvH7zFznVTd7X9FmVsf7rggQfrY9+eTpVkE+BnpxiiMk1UiwniOBCQFdLAhK5UQGV1U+UkPUAebfe+wSGym9ZSZvG9Wkep4pvPPvtNwOQxGR6mstAUh5TWfM1+mSdzYsBiHXPtOqf1DFGAW70HFTKlj4e4ghqLmQrBIQQAOI08tpTCEBaXHOdY5C1nSjgkYpJx5uBUkk4eRIYKvvBtC88mc7RiKf65gzomG5Nlmgn+2Isv31oiiSz7xSVKZb9WMZRId9UwtUVYoFlCqgyVTWeXJe9V6MembtmkQ/EDtSmjS0TZc/3XM76OJ6BStPYP+2+mft4PN0zS73nrp+zgybvEwAVvJyEZkAqfHi//m2l66tL6rqh7YVYWkIlDzy7uWaxWPL6zRu6rmccR8ZxxNQaU4sVzaFzuNs9D/uRn/7iLUopPvv8U3744x/SdX9NezzQdUf6oaWqKmzdsFovgYgbR/bbHZvNBZvVCuc92hj8OLLbPXB/d8eXP/+SurYslwsqa2kWjVhnJFeJygovRohitdO1HX3X8/Bw4OJyw3LVMI6Wvh8IzmFNxfVmzfHnv+Dh7oH2cKSua6oEEGgLi6VE8wo+Yq1isWqoG0vb9gTnaZolq9WC8ZOXDMOA++wz/uIvf8Jx37PfHciR57TWrNdr2mPP4diy2+65uFizXC7oxlGsbrRC6wRsEqnqim448tVX38hhoRWLRRci3keMtfi2T1GXFJgqBeNJsmFZp6ax97QLRITYw74HoHl+A4srtNZUlXD7eO/Ybne4wxFu30DfCtcRIGulQQqfj+Fixk8GsYKPDO2ITYTXbTvNqxgjgxNybTOTWYqcZgw6iiUAWqNtRVVZbFUBCu9Gqrri4eGevhcOz9VyxWZzQXBpD4pw3B+SpZBmvV6yqBuqxtA0wgu03e746ssvORwcz58/K4rDerVkc7Hh3dtblk3D5c0VEKmbCsJFqfNxfyRisEYAMJRi6HtsZbi/u8ePjq7rEnDmiW3H+vMV1zc3BSxaLhdYY3h42AnfVQhFOQ4pMt0XP/yCr7/5lpcvX6CVoqlrLi8vub6+4id/83Nef/OG6+trmrrmYrNmc7Fht93xn/9n/znf+/xzFqvFd24fH9MfaAq9cJlhwRlwI9E5tg8PLJsVQ9NTN4sypxSk6JM1CoW14gZpjMIYS325pOv7ElU0U6ps1mvRH9P+OQGbsslHHenHfqZXIXsx+aAlAU55fw2JxHvVQATj07jPh+Fp/A92g65ElnJKAr8o59FJN9YpcFEgogMoY4jBJStHmT85xegZQ0B5DaEq8vXQO0wlrrPa2GnuOY9L+rIPPrn8BYZBLBD7VlxfRy9regiBrj/SdR1te6TrDux2Ox4etux3W4Zh5LC/h+0D+I6PLmp/e+nDLY/mn7MClC/EMHEbkRWSdIpaFGKdkZZHeZ8AKPlKFh5PDmOkxDLpmLb0ybJonk9W5gNEk+qYwZaYFH8v5u4ZpCjRZASIOlUnssI1V5SmDlFJm0ytzaIv2QYlxgg6A2GTwhVVLH2mYyaCPgNHTjtMktYCrCUzwEk30amfkrKU253bPgdZVAKe5kz/igQOTa0XcOQsqpkS4EiiTGXXstzrCYTJ+Z6ASJnvLddvMtHMOrw6a/DJ77lPcnVnJNdzqygBcyYXlnl56KnN07n/Gex0Ui9V+qWAM2oG8JwBUyfvTp1/ft89s9JnfRD8WIA8dV63IkxOY/KkHqXO5cfp78mkFjxAPsfyY1QZXH1U5T/oNLeC+C55L0YhgvVRCEoxwhuRgdoQYXSBymrOQYCiSKdxH8tidpp/+nBStzibq0889iQG8lTdY0zv8LzN87E7PcBsEZkKijH5/z4RRU3lgfP0ifz702QF+sSET9ejAEM5SEESZsrgzX02C3c74Vhx9oyZZyp/8vqaF+qnqq5m9wSYOJ5m9T4vK6VseTTv87KAvQc4OrdW0koENjUfpWW9j7M1VT8GqlM/5Y9xVsZ0a7bambmqJZNxiMkwKymXAYgpyqASfodc/w966wUX+u67H0WGYxqnIm+qyWUvvbgsME9E3+JilS1Uf5fp8tkNb799y26/Z7Vec3NzxT/+x/+Ir7/6BoD1YomKUBlDXCwIwdP3A7WtWKyWAPRdz3a3o287ju2BgGezWrO8dvitYwijmPR3rUSE1GJp5PyR/f6IC4HVYsFitaSqK1arFUPfi2AeAn4YwSV3yEgixbaMIeAGsZRWWtOsGqrGEpyjqiy1bYq7gvPinlZby6vPX9EeDkLUba0QO9eGpq7oU8QrcVsHaxXV5ZLNxQrnArdvH+gOHV3X03c94zjw4z/+gq7tuLu9J0bPy09eslwtePf2lhACrz59CUqibb17dydE3inaVpYNbGVp6or2eEDpiFJW3OxGz+gCASMHaGPiOvKJtFpZUDWEll83rHP3N38JSLNbY1GLFaxWhFqIabm4htVGym578D2QOS9FtpK/CUwaI/SBWDmcHWC23zvnkqWDQplpT3I+okdHiGCswqaIoTFGohK3WGuN8LjU4v7XJSuhtu1wzlPXNXVdY63FExmGgRgEzFNKIr9ZW2GMgGSZj4gYMUqs4V68fM6bb9/Stz3DMNK2HZGI1ZrrqyvevbslRHFP7I4th4NESXvx8kWyfnNoo6hqy/b+geP+gPeBw35PjJFPP/+MT54/5/nL5xhj6FtR0pumKfKw0YbFeoH3HhvE2tbWlvVmTXc8MvQ9rz59xWKx5HhsaY8tX3/9DYf9EaON1DlGmmaBsaYs+8vFSsK4f0x/T5NLh1SeaC3t9o6uPqBtTV0vGMaRcRixVSXzxIj1UV3XAh5pjaVi2fTYKoE+UA45FDKHTJqblRUgV+WAE0Bl65MDzxCEgwxrwCc5oRhdTMGHyNxBKYpvTjof/hvhejRJVlLGSv4xWTjHSFPXkPbZUPZfBWbSv4gKPzhqXVEtGrKM4YPHxJmeqBP3offpUMUz+gweGdquY789cmw7tIoMfqDrWo7HA9v9DqsMb+/ecnf3juNuy3g8ELpj7lAIH4Gjv+30K0Rbe3xJz+R3wWJkMGXrI3HtUqjiWzVJsTND/QLoTH6bMjAFkJ3Qo1JWAREmRUc4v3Lm6kRAzhJ7VuZUEurzLyqd6OTrolzpSUfIbSpJzbKOk0BuFCbrEGGypyqWLnGq4ylUdgoYlLadpXMAIC8iMZGjZuKyE1eqLLSr03xOLYzy9wl4mLt+lftRpW9zH01k2cJtMcEfOd8E/CT3sPzKMto+g0vIJ+l5rJRIaKmdWk+K+FzxzYqT4vT3/C9zxoAq/kolgkACmGIKfRtn+Rbg6ARoUEXxLFCTdNCEy6j88Kx9j15e7sPZ9TO9farHucI+jZPy/dcEGEq9s+JdUp7L8jkDa3kc/X3AkvKs1kosB7VOgHIMhJD5tbScXgeH9ySleQLXYKaYl3zPy8k3vEd1VioRZKsyN7J1UZyvae9rR5pfzN7W3Opi/ianCs3H8GwhLy95VtMnAK73plN04sOTmpWf+7dYn35ImiFAsgCf7AfFYuCpNsy46wQgN7O6qA9vNxMYdLKunX3MZT0eDWffFXKYcfJM/k1hjLxzXYjd820ZcEpjFwBNjJYQxxkwmfILQow7YYdxWndj3j2fanI8+/6edjx5z6+W5m50EGbud1PEv0wuGqNOQNLvfpWy1k6K7ziy3++pKsPl1Zr72y2r9Yqr60tG5zjs9+z3B/Si4e7uno0TS2k3jgTn8c5x9/pbovf8l//Jv8Enn73i01dX3N9v2T5s2e/2jN6RWDEIwXE89nTdEnBUC01tlxhrsNoQK4tKioaQYnuUdgJaGs04ugLCGKvRRlzQezew2x842i6FbpbrWisG51ivN9SVACMydmQ+Ou9YLhuJ+uVy3orKGEBIsS+v16xWS7wLEultdOy7nuubC4Zx4LA/8u3rb1muFxhtuLq55OLqEjeOWGNp6oZ+6GnqStz0xpGmaYjAbrst7yQqRdd1HPcto48sVpeI+3uUaDyBtA7maB0N4v7wawBIKZR8BHCe6EZoD6A1Fz/8IaqqEwjjwQWcG3Cjw48OtvfQtbPMgtSh76CqwEaR/1QgBpHHvEn8jVon63Tpa+8dMdkqaK0hyPsRy36xfjXGUFmLUgZjfeq/mtXKUtdilXY47Klsg3MjPhFu13VNVRmqusJa4W4K3kubIkLQu9hweXnF/e093jhsVbFcrbi4WNHuW2KIWGOIaHHRqSq0Maw3G6qqKrJpSIBV13YsFwtQEq3POwGqrq6vAMX2YStWcen+Y9fz7OaaZ8+f0bUdi6bBB8/gHc45dtsdP/rjH3F1dcliIfxQw9DjQ2D7sKOqKrbbLe3xSN1IZDhjDIvlgm4YuL+7o+v6X318fEx/WMl76A7EcSBWFUFbQl2jolj2VHVdiNSNtTS1gIxaG2plqZsmkbVnWQ+UVgk0sgxjnMb5yeFSCrLAxP86ZlezqJN98GRBrpR4lDjniN4XubJYH0vB8j1GVNRJFBIZLhuox0SoHSL4FCFS5d9VxBp7YnzQh5ZsWIASyyQJppGific3Z22MHHqMjrYf5GABLREO25b94UjXthijGMaew/HIbrflfveANYbb+1v297e4w5449GK56ZLz8AfLjR/Tr5t+Bcujx4JYzOF7Z4KrgD1qJnFm0OfUbD+rOUU6LeAOJ7JnnJU9M6YozxcFMD92kv/soZkKpYqAPKeYncLX54gRGTQq5Z0rEyr1wexkP9erEITOdJpZl6DUExdnYMIc+DlPc9AgIguATOipHjmK0wlH9ymfbgHKJoBGMi0R0jJ4lAX39O8EYCoua6dv5qSMkh9TeRkln72bOZiV21esp1KGU37pDalEoCo1ByigUNKq0zvP3xNwpPRE8oZKh3tTWfNn5u9kes9zEIjSH7ndcdYPqaYn/VLe9RysOn2708dSVJ4/s5fB0/r+vLBHqvwjMOopZV/NixAFW51G9PpDTW70/Af/p/+If/bv/ndmJ4WidKoEMGTiWNJ6FhEOjFissiaH0RNg+yTN39HsmTmmkb5n3/Y5eHmysmZwSZ3/No2FJ0EG4uTtkAo9GTkJhYyTd4e866fInc8bqWbXcsNOt4PHKc6BmTzv42lnlEUxctJh8zadIHZz97hcn9TKPDHU7POjRpw0aPZVPW7zUy/6SUDq8aU8luRtfxgnj5q91Ji+Z6Hs3Fq0AHdx6leFShG/FUrZYk1U9kCQsZ2ivkAU+bOsM99dyRgLK8NJPd/32Akgymz4xNwn2aro0Woornjn1l+zcKcnQ0rxe+G25saR1WpFWDQSMrzreHf7jk8//YTlakFVVwK+BLDWsFovMdrQtS3t8YhSmqqyrFdLrDEctlvu3r7j3bff0pjnbFaWzcUFFxcXbLc7trsd3ntx+XKOcRx49/YN6/UGVGB0IxqxtGj7IzEEmqpBh4CJHu1Hoos4J4TeeYyJG6C8v2EYGYaeqrIJLJiUB+8ddSLJjkSi9zjvcG4gxsD1tZGobE5ATK0skZBcDh1NY2kaTQxKiGj7gV13pFlWPHtxg9KK9nhkt5N+vTAbGedaiTJvDbWrqKuKvutRCuq6EtA/BnwwQhqtNVUiP97tW4ahA4xwVjfVRJMR8rxIhPwfMCe+O0VRPhP/pLu7Qy2WRGPFHb6y6EXNUhv86BiGAd89cYqulJiJJW4mhRY2BKOLBZ5CZKHoIlrDOAxUdVNCcKfanOwlovQJmKeNQXtHXS9oFo0Ah/3Afrdns5Gw9+M4Cj9QbZLVhPwjRpzzeO+EEwtF8IEYoGkWeB+wlWW5XLLeXNC3EtkvWwsG7/Fe+E2ttYQobocQGUYZS0oLWbe1FcvVkr7v2W93HPYHbGW5fXfHixfPaY8t4zAQgnAkbTYb3DBS1zUuehg1Xst4v7y8BBTjMDI6xzG5RAYfWF4uiQjRvNGGw+HI8djy4vlzhmHg7c//muPD7W8wNj6mP4wUxQIpJEJtpQljRYdMSVtN4FFlbbFQM9rSGEtdL2RNUpOnTmVruq6lqqyAoErhfZOsain7omIpfIFINLLRjVhFOSyZ6+lGCYed957oZU0g5SMHTlHoBVJsblX2ywhW5oMsELI3qwghyS8GhVYWZZPFJnLoqlTA6hodcxAEieioKglG4MdReNeUkGUPoxMuta4rQRm8j7Rdy7Ft6boeo6EfOvaHPdvtAw8Pd2hjOGzvcfsdsT8mizCYOOo+pr/t9MHgkX5CGPazE8zTFM8UmBlB7fye8my+M29o0yAWkGf+e0wBgUkCYwr5V/RqNXt2NpVmMnbW2ZWKKQqb/HICcKTJIgL4SZVP1Y1Z3ZJVPZFT7/Q4ezjnLXpEVrbOBOUTBe9xmu5L/hRaTBSzIC2I8wQMZYVQBX2SSQZ3iuigctnSF8WtK/VL1FMLirVR+X0CVM6Jok/BqFSfDPDAaT5M16X86d2Q8pMoAJRntcqCVbZ20jMy46lPyGBXMpucQrFPCsj08dTCaW79M6+jOrv//N6T9za/ntt1/pbV4y9zoOq7R0V8lN8EEpRKPAIpcjvmSuBclf9uNOAPLznn+Pf/D/8h//1/9l+jqYBoCEEIXaPK/ahP3uk8Fa4Ypuh/JwpxUcxPgdC8EZf7ymowE99PrGXen4rb0iw3zt5fzPeFSEwh2XXOez49lIIMIMwXu5Nw9/lafiaXMr9/Vo/I2fM5v0zKfYL+nG4WOe858v64A6bnE0j8KIXZJvSoP882pKe6+7xOpcjfTHmcmjUBSPPsH2G7Zf5KH2ptkmKoT57MAl7MpupMIW5jlAVczNilAoocLWWK1JIBp/J6TzbQvL5O+YZM/PW4lY+u5b11oqOKqQ8m4Ejum5FmE6d1XxkyoXemgghFuT8FpM6m2u8sjcPIWDnquhILitqy397hx5FPXr1Ip6k7+q4XV5hFRWUrXn7ynF/8/Cu8d1SVoVlIRKsQPcPhyNdffk2733J9veLF82e8/OQFtl5gq5oxWTgNw0CMkdvbuxR5TaKzLZfivha1xhMJRlMTsEQMHuUDbhSAwVpxm/DBE7y4f8UokdWyHOCdJ7staa3oux5rBJTMYdTHsSMEx84onBsAObFGRUL0xBBxLmI0yWU/EnGMvsdaWZ9unl1iK83drWa339P2R7a7ClsZlosVTVNTWSvgSJITMt+SsYaN3aB1w/F4FCLty4bVeo0yt3z55RuUrWiaGrWyjGPED54w+BS2W07cJZ3ujr9Jal+/hqqGuoG6hhQ1rl5tUIBvFoT1BfiROIxpcFeJogHyCXuRvJQieEckzoKYKIjJsoladq0YBH9KFHGKiAFM2bvEzaWppE+tlqh1Yz/Q7o/U9QKttVgemUgVhQctr0s+SISpcXSMzgug6Y5st1uqukJ1SsBN5zgeOrE+aFvquiIiCme2GpNIfp5mVaGoCTEQgmO9WWMTKXsMYo0YQuDh/oGqqdlud/zoj3+Y3B8FLFouFzjvMdZirSEGqJWiWll8CAyjRJ6q64a27bi/e2B7v0MbQ7NYEENgs9kwDiO73R5rKr7//e/x7bff8s3/90uG/fY3HhMf0x9IyhHZALzHo2kjaFtjqypxiFU0TScunUbAo6ZeUDd14fSyRqzq2uOewRrhEFLiMjp3yZY1XKwDfYy4KGPeJ0OFfP4tcoLIpT56/CgWgnmNAMiacwweolgtRjU/hJvfmy7HKFabiW9R6xRsAbEuGl3A2AjB4AO46AhBoshVuiIAoxOwyMfAwjkG52nbjkPborTGhyhgUt/Rth3j4FA4ur5lt9/x8HDH/uEOZYzMte6YrI0+Whr9XacPBo/MmUR7Aoh8oG454SynEV/Ov8jADhT2g7k+pSI6RhGQma7rDF4kjWja5pP7xwy8mACiIhI/Bg7ISO1MJT8Bih6r1RNPkYEg4Q1FsRT2+GxYWMCV3IsF9GHK88zE4wnVJ4EAQow676MTHoy5b+oJEerMsqj049yiKBNizwCRAnKl59Tk+jXVv2iWpR5zACoDGVHZklcB7RSU8JXM31cuYw4wzRa1Ocn1HPTJAFep1rxtGdQC0CkEpXpEyD2VO13T+ry9p30n7zSWdpQef99EOQGmznXWyZXupDzOr80Ymx5rn1Nfnfx9eoyp+QOoefUe1e8POhUzXg9oop4IrNE5qh4TvhGFhPCc3BrOlOW8ZkwTKxeXfy7ll/mXwQQ1A2efrPNZme+7b16XGCUa0lOcRU8+kOscT66fWJDO2lW0dbmYrinwamr0OVhzinWdavpzS6n8Ar4LCSga0AxQSqdswtWkeGx19NSKOksS2uS03JP6f/gseO+8T+9myjvBiE9ZfZ2VqzJgJpuACIuiFqK1uAzFoEW4DJEY0hqRgBlRKKXdU/0kT6UeC2Lq5H3MGjADwJ6ucy5XPmutimFbiEroCcqpabpXi1WDKInJ/P6X8BfFEwzrl4yXv9Ok2W33rNcrLi4veXZzjf38OX/553/FJ5++EuLkh0DfdTjvqUaL0ZrNxQWr9ULc0fY7fHRcXV3x/MUNh0WdCELvub9bcH+7Zbs7cHlxgakMm4sLtNGMo7jK9X2XXBsCQ9+jFRgjHDPeC9mwUUZOx61IKe64xVZaIg0pRQzJXaFasF4vGcZkXeJdknMUzaJhtdwwHPZpXQ0QPIqAMRJh7/b2DX3fcXF5wWa9xrkOAKUsKEuIHnzAOwmR3vUdz55fM44jlbFcXKxRSixp3t3e8e2337DdPvDH/+CP2VxuBKhKbmJoxXK5xlpL33Xstls+eXUtgFaKHFRZw6KuxW3vOHLz4lOqpqHrPIfjQKcGwMHYMy1a2XX51+NAOk0KxkHyP8iVHuibNdQ19uqa6rPvE8cRf/cgyqrzEgY7Aa7Be5wfsLbCK5/cAQ1aa0bvWCxkHDWLJSiJPEcEayRSolYRpQK1gdqAjj5FdVI0ywXeObq+x2Viau9x40BlK1EkFRACYXS4foT1QoCvFFFQwENH7wKvX3/Ls5sburbnsN9zOByIIbJsGmLcoNPcH4eRylZ8/v3P+Onf/CxNZ5XcdhpGr1gtl7THI33XcXd3J249tkKhRfF0QqA9JgL1xXLBZ9/7jL/+q59wc31ZdAtrLcvVkrZreff2HZ9+9oq6WfCw3bLb7YQYe39AKY3zY1qbxBLq888/53uffw+An9iPfEf/Wqexh50j2IrBVmANW1tRLxqxyNOKSmnqFBDBpCiUVSUWRtltNJNaey9zJ8QJGNVaJfAIXJR10NoaCFitUAFi8MTgCIgFXxgHvPcCPKUDeXEkM3JvOswTs4yItkashcpBzRT8xxgjBo/RpToJsOWdZ+wHqqbGpeiGKZYj3jvoRY8Z3EjXdwzOsT92dOPAsW05dq20K0S6rufQtnT9IEjA2NO2R/b7HduHO/xuB7WF4x5cXpc/pr/r9OFua0/4UJn3KavvTU9JmWcCvcqAjXydmIMmRXkCaaZj27ytx6T4TjyoSeGfAVNTFeaKV5iBEoHJaikmcmdmJTxho1FIrwWjUVpL5K4oRoGSDOPoIJkUZ26N4mc675IPnA8mIkpEsgrKXXMCYmS/2pnicW5VkXuiWAmhTu7LAFy5V83zmYEtGXhQisl6g/Kv6Jb+/Pn0dHo2d8QJSHTy7zxfBbPy4LRuAU6iucnnCRzSWosONuuXkz76jjH+lIXKSd+efM4tObnA4/9OST9hVfHL5twJWPfee+Q/78/q6d+m9/WHncqJTlRAQEUx2TdmAi5P7s/WEZlvZRYh8L1lQCGbVjpFmwzJDDjdEwp/y2Q5Z+C0k+dATbn067+ECQg6bd8vAy7KCq5UAb+Eyfh8jMbp98k3afY9P/+ehS6tW+XfSVtTHU+AHZ8rNl1Pp2pEk0xnNae+8Hoi244zxKrS04ni+yzBztfsVO65W5Zk8f7oeE/x8gQVZ+xxs/cRp7wyx9y8Qtm8/btHhZ+Bmjn/tKKW9Vn2uZN3TS5vtj5qCYoRw6mdkcr9MSsj78/zftBASG3RqcTiIvWeDTDnEZ8YN7+PImS1aKhiFshHuq5lszZ873uf8S/+k/+UH3zxR3zxg8/Z7/b8/Oe/4NtvX2Ot5e72ltVqTQyB/f7Acb/HjyPL9ZrlaiHRZu53vLvfc3e3ZXc48vL5M2xtWa2WXF9f8sUXP2B3fc3XX32Nc47+2GFTOPt+6BO5scggi4s1y0bEwXEcGYcO78SNwFYaqxsCAR8cWg8oeqKKKbS08NS42AGb8h6NMRir0E5hgiIwsvA11kiEyhAdeBLRssbaWhR05/HBYazixafPIWrevt3zcPcW5yab7hgcWsHd7Za7d3dopVIIdst6ucQjnB8xRInCczxyOFRi5eQ9+Ii1FZeXGz7/7BPu7rbs7+94/vITjIoYFdDaE1QKxlKiVE5h7r87KX75qAygjER2U8AoYBr9AfoDLoC+gPpizc0//DFKaVRUBO/ZffMt7f0DwQXGFFpeCHZ1kYmD92CFr2i9WmLrWuTFmN1ghVulamqsMRhtsHWN1oorW3F/d4etKsbBczwcOR6PLJfCN3V3/8BmIyTRObR417esxwXCuRWIPkAMaC0RqO7vt2ilaA8tQy+k4G3b4dcrun7geDhijGGzXvGjH/+Qf+e//m/x79/9X4hA1w0YrTBW0Ziauql59+0btrsd796+w3vP5eUF3//scxbLBdv7Bw57iczkk/VTe2h59eoT9tsdMUaWqyWjH/mzP/0z3nz7ln/zn/5TfvijH/Lnf/aXHPYHFs0CYzRXlxseHu4Zh5Fnz57RLBp2uwNEqBpL27azffxj+tcuxeSK6klAs0QU21UNqquxWlEnfaOqJGqgtgLwLhcrfBAgeq5HDYsVTbNMnF2+jC+jDS5GxuRW/Pz5c5SSqKNhdBDFgrMfRxQRPzqCd3LobTTGaEJUDMOAbSqwTVKY5zyBKThV0najVhirGcZB+PdGX1zfvPeMwyiE4c6hlML7UIDj3vWsV45+GBjGkcENOB8IXjF4R9f1tH1LBPqyTss/qzyHw4FhvyO2O3BHqV73d/ZmP6b3pA8nzD5LIiDG2ZcPeeapzTRfy1ANSeA8BZpUPgk/OWmfhF7xipggHzIAQhY2JwuUSS88PcWdu15pBP3NtZp+UQkoopj7ljxyuCoVJyMfBQISBYkuXYR15oZMpz1SToXfn+b5n1spqFn+2TUuu9fII6egUOquBCQoIVqc/Z7Nn13wnIAyKWLZXLFSBd6Z0knkqFRWnF2f3vHjfpipUBPoc6LoMKEZk4ZS2kgCjoqCdN72slhnYsx5PfNAmb39D1TYz4Gbp1zWzu54LyDzS2xLpnveA/TkgkqfcD68pmczmPZkkY9f7R90ijEWQsKIEmvBRCCYx/9TQMA0nsW9LaTIEXrWqxKcK2BQJ5ZK3vsSavr90aDiSTkoNbmz8eFjUG4mAVz67LmZxUjxp/8u4EhIVJUKoJ8Aak7K/A0HSRbCM0DzXa58J8LODGU5V+7m1lF5nY5x+pyTCo8tjspvs/Ktlnr+WgqDjLvimvXIBfE0uSgn3SooqsQxdwImRp6ob+6DHAUvhxs/a1JplyrZCenR1IdKZWhHXBtj1IlmLz8TT3frs/eUx3IAbGWKBZ/z/sluzn2TgbDH4/3puTkvq0Sk+x2n7//R93j9+lu+ff0tTaV4dr1mv5O96urmkq+++qpwv3zy6iXrzZrXr99grQAqrz59wafqBbvtnq++/Jrjt3dcvLrm5vqGykce3twSDgO3aou1FYumoa4bgo9oDC9fveRiveGbb77mYftAdB4fImMnrmfNcsH11SVD36FohOwYCES6tqUfOmxtMVZhKkPdNIDwM41OTpxj9CI/Gc3bu69Z6grlhGvLWE1VGYypiDR4JwqN8w7XCl9O0yxoGhhdz9g7hmEUQm0PXiNRul7d0LYt/tBRLxZcXq1Zbhrub+8Yhy1fffUVXd/y2Wef8ezmBuccw9Dz7t09XduhVeDmeo2MHY3Nx5LeUVnDD/7oe6yXG755/Zq727eMLuJCkvxqSxwMhESonaOe/dKUeZJ+SYperInmK8DqAoYBjg+Ewz3dN9ApgAY++ZSbFy9ont0QVwv6tsfvj+zvHthfLEBplps1VbPAjw6vzWTHH5O7KhBDFOsHLRaKEfm+qGu01hyPrcjAQUDDEKNEkmosne9pVjVKieWSqQxaKb744ge8ffsGdCT4QN+19P2AsmuO9zvcMPLwsBN+r82aGD3rizUqQnts6buO9XrJixfP+Oz7n7Fc1YyJ+6k/dAIMbtasNxXb7Y5vvnktwU60ZhxGDvsjVVUnTq6avh+SlZlYM2Wi9tGNLBYLnHfc3T9we3vPy09e8sknz/nqq6+5f3gghCCKtg/8w3/0D2m7nvu7B969u+Xq6pLvfe8zLq+ueP31tx+Bo49plgIwAAu4vyMqzWg0ozUopbivxWUtH9Q3iwV9ny0wZW+7vnqGArruSIiyzmYrH2MMAaGNUUoMFJROgadCwBpNXVV453BDL+tLCNTWQrSEIPt5GB2VdwQbiGqKVN4sGkg8SSEBSkpJhEbvEw/bOFJVQo4fiTgXGIdBACUjJN1d19H3PU1Tc3t3Rz8MdGPPMIplkrWWfhw4tAcJFKFrhiGw3e3YPjzgDgeoAnQ9DAcJZPAx/d6kX8Hy6PT7+cHrh6WnHjg1syni/9wio4Ae+kTIPtHPM3Ck9PwBSXoKZVwAFCX2RZCCRp9ZGig0KoZ0OpNOXLPVUXGtOu8XVerks9AemZUiZoeisMSMQ52kErHuCUVpFrExddI8FHTqxrkSkoGCFG0ih1eerG9OgaTpsdPv89PuOXBUIqjl+04sxKaruawC3CmKG0IGWTKQk61sVAFxJtAml60z4UUGivSUx8k/LaChQgQlFOXEWkLUUt7vIwCuKNJz4OjRK3nUR08ldZrx+a9n98zfQ77yyyfafD4+oWs9KvbJ8fU+9fWpOv+mAMHvSYrlNFnCmIaQfcNHorUzQDlKNA1MAeJgBoCemV4okrFLATZj0fEnzOb9YyaE8MRv32Ul9nQqwDjTHMpkzefjvVhWxVyWrFWy3s3cP+cWRL8tBX2ez0mffkD+cbaHZHe1SHJXMxM4ohQn7sDnwFFOoYMw3xpnE+jXGPfzeRXnA+DRjS4pYwqlLZAimmT8hwzURHRM1gUh/zhfe9O1tE4bwGNSv5wqOTLyTcpbFNisZGYQ8xz4zqvy42OgJ/at2U06KaIi44pymZWu90VuO7dsLUdMcQYU5X/kLUEig/123Ip+s3Q8HDnuD1S2wrueh/sHrm6uMclEuO16mhBZLpbCLWPFveF4ONCqI86tWS4XLBY1z57fEG8i7fHIar3gYr1hubng9TevcfsDr3/SsX52jVLg3ch+u8Vaw9XlhpurK5ZNw9CLO4/zHm8MY9fx5nhE24pm2XB9dcGL5zes1QZbWZwf8G6kHxzaCHBZLxeYyqAGz9D3AgISsUqhrcUNI0brEoHNWktVGSKBplmg0fR9jw8ebQ3RK4bWYRohz1Y6CuDUVHhrOOz3oDRXN5dsNmt8shxarhZsNt/n4vLAlz97wzdfvqNrOw6HlufPbwCFG0aUUqzWa25uxE3P9SMdAlKNoyMCpmoYh4FhFHDfh0iIOrl0kBbzJ0Dp70y/7tqo4eYK3t6eci1FgAHevubh7o5nX3zB59/7XKwDQiQGz9uHW4ZB3LTc8YAbHVVVUaEwxqZ5AXjPOHrqpma1qIko6rrBWCtrSAy4cUxuNFG4u4YhzUVNDI4YwRgrFgbecX19jdEWrQxudMSocCMMradpGj5/9Yo333xLZSsOxwPjOFA3NYum4eJiTdd1rNdrvvji+7x48Zxf/OxL/uP/1z9nvztw//aeZ8+fcXG5xli4vb3jq198RfBBIll5w3K1YrNe4bzjpz/9OavVkvVmxX63A4XwHFUVf/VXf8XLZ89ZrZZ8++Yt93cCHL365AV1XfPVl9+wvd8yOsdyueTq6pr22DE6L652+xbnPJvLS54/f4EPnsPxo+XRx3SWQg9DfyJ/RBR3xqCMRmkBkxbNAjemAAIJYPLeY6tKgFsvwJHsx4GqauaKLKDQKstugdpWLJoFMXqiGyBGrDYM48DQd+XwJgTPernCK0dI+WmlIHii93gvVkXWShTF3o24UUD5YehToASFd8Jr5kZHtazohoG2bem7Huccq8WCthdOv37s6UeJgGirir7v2e63bHc7jLGM48hhuyPsdmKFaWrwPSUS5sf0e5N+Bcsj9ehbVsQ/RJyeQRwpnWlbs++Rx6UV5b4o1GqS6ZUI2cXao/xVFIVLz2uQBNKZ4l6UxDmgozQqxhnZdwJQInKTPlO3Z4qJUflEWVokz8wJS5OgG2egC+kCk9XUeSeq0nXz0+r0d05ondoVUbIwJGVvbnEzVygfF5X7d6qLrSp5JlkcZUBu8kp5avOMJD7s9C+ROpaySXWZAIlT17P8d6ZEzO4rfTAHjVDioTJX8nMdZv2ax0xp/cQ4l98Gk5XTDLQ8A9p+2QQ48bp5PLgf38Pp5w+bYafz6YN03DPA7EOK+U7rlD+w9O/9b/7P/I/+J/8DXr56Nhs/MyAxJucyNae2fkxKDmkcFI2Xsgbl+RqyQv4eJTnmNSXnXYCTBOvMxjnzv+nmGEhRWmdjE5n/nN6ZXNNOx7kAEbN1Ll+cEMy8oDwGdeYWhIrHg/lD0wmANCvjKcuj0pepzGBAOcBP/TgDn8vEUzNXNWDu4HxS+EmbYgHmT4GzD2zXWVfE6AuHDAhvQUygnnR/4rHj9CAkEnEhotMJpES0CmkrmN78uevafMkpVc6AZoycDs043RfPwCMFYnkkZJ4xarxPHEpanQ/JUheYrF4zv1GYWQY9Ao5CfmbKcOJpknc6HVRolDIQXXmL5anfA4B7vz8SoqwrEXEjGtuO1ntsXbHZrHGjY7fbM44jm4sNX3zxR/zFn/8Voxs5Ho9472nqmovNhkDEVoahD2gVMFXD5vKS3XiLHx3dsSX6QHfsODzshLjaDSyaChIgXVnLciHhoru2Y7fdMQJ9P7A7HFmk35pmgQ2GftCEXt754dBSNwIyYBXRhcQbK9ZelTb0Q4vTCu/lpNp7h68qMDHx5ASJmOXEtUHGU6BRpPgfpkxJPQJBuLLq9ZKIou8G7u4fGJ1nc73BVjWHQ8vbNwN39zsOR4dzntV6xbHvqKoabS0xQH/saY+tWLchJOLOB7rjEYi8+vQlx0PP9thybEdGl9zKKgO+EjwyL+q/NBz0rwompHmwaDB1hd9sYOdFAQWEiE/ItYOt2D080A8DerGgWS6oq4YXL54zupH9/shuuyP2HYNNcyQECKbIYwIAVRgjQF9dWbG0CYFxEMWvrhtccLjRMQ6D8JIkZdYYU+Z3ZWvW6xV3d3fF6mEcR4jQNI3c5wPNoqZtO2pTsagqnHf0hyM3l5csFo24xFnLw8OWv/qLv8YYIT1v25ah74lxjU7hx7VS1Iua4/7I5nLDxXqDVopvvvqa5XLBP/pHf8Lr12IV9PKTl1xcbPj66695+eIFRgl5fNu2aGP47LNXXFxs2O/3ODfS9z19P7BYLPjk1Scc9gce7h/EPWfo6boK7zwXl5dcXlzy5ttvpb0f08dU0pn8kv6E3UNSPGQixsUC78UyWGuDUrJPFnfQdMhycXHJw8Mt1tazYEbpACxFWBRwqca7geidyBo+sGwWaCWW72L9LlEQNZEBU2KL5AOgEDw+yL3GGSo34v0oETC77gQ8EjdnJ0EUBgGE2rYt/GijW9P1Pf0w0A89h+MR50bqpma/3zPudozdAWUsIUIYBhhbAYyc4+T07GP6vUm/QrS1x0oIcVLuvzs9CYWcprmycJZn1lvkRGT20wwAyUDHKXA0kS/n+wtQwcQYUUCIuV6WFJMMdpy4dxVhfa7tQzyLLqSy0sEEIpko5oEnvXEmPBdXuPd0lTr7tYAnpa9mikQBjSa95wRkOQcQzgpSiVRaKZ386VOY+5myMJ3+6pm7zdSmCXiP07vSs3rP+nZ616fvVM3+nV/PfVAAqJMBc/p7AZNKeaeK9NznmNyXZVyok7+lbb9sbH+IDqPe8/kDnxdAICtUnPTp9I7nHXYOGp5ruOlSnP/8u1fGfpvpP/nn/5J/9u/+d/mkzP+zqIBAthiCs3lznh6tCyo/DoRHinKcdXBR2k9I8mNaT+bAcvnPrAZyn8osxOdVKxhLsphKt2nU2RSJkACLyfqR2YSbz+lZXdVZYb/SGJmtj0/9lv6EEFNgyXACHk9JpfoEUH6WnaagxnnRKX08//srCCYzUO+XPhcj4CBWyBiQZ2N0IhiR1sRZOyKKEMNsrZrKKExAIaN8Z+WraXWLgjY9Ngw7n+Yn4zEHqEifo5x0hjAr69zaZ75lz0o/t8grVm8JKCgR1p4AZJVWqKBm+9W8vmo2X6Z1Pcz66vdJzHx42FFVFqMNqlKo2Ce3LI/SitVqSXvs6NqWQ7J0sNaw3qx5eNjS9wPBB5TSrNcr6dfFguNhACX8PjfPnlEZy/b2FtcLJ0W2UnbDyMPdA8fKpLUpslwuuNisWa+XuNGhazkt7vqevu/59s0bFk1NXVuhBfNOXCCcWOusVkuahUIpg7WVrD/OJeuXKcpX8J4xRfnyzqGtwlpxszDGEIzBBwn3Lm4MQnYs1pGk/FLIeQVWKZQx6Noy1JbWO8LYUhvDy0+uMJXh7nbH3dst37x+w3qzou8Gbp5d41zg4WFHdzjQdwPGGqraYJP7SPAji2WNqRcYY4lageo4tgPj4EVYtNm1I85cW3/Lo01paGrisQU3puwTiGwr0BUsFlBV9N7R73bQdTRtTWUqLm4uUEZhrWG5XHBMEdq8d4x9j3cOU9kSGY9ESm+tElLzpDh2KUJZ0zRyvUTAizgnlmZNLTxNWmmqShTJ23e3XF5dUjc1kAl2I10rkaOWiwXtsZN5HZWEEA9ZNhN38aHrGYaB3W7H5dWFuL0ZRdv3xdXSOYdJVhoAFxcX3Fxf4/qBu9s7Li8u2Fys+dlPO7TSbDZr1ps1wzCw2ax5++1bqqZhuVqyWC2xtuJ4bBmHkbv7B5xzrNdrLi4uBUjqpOx+EPLhDGbXdU2M0ie/XyvPx/R7m8aOvHOhFM47fBD3VpFBxVLcVMLPJrycsj52XYtWRkCmRLCtjfC65ehsdVXjx4HghV/XO49fuQk8ci6BR4GIwqPws4MibUSP817W/MpaalvR9cIdJi7OAhoFH5JF0yCBCgbDMAx0bSck+6lOXd9zOB7ouk7c3oJH76Db7aDbi4WlMklGC0yWRh/g9vsx/U7SrwceKRHiwuxE8buSiims6HsX15jyLNmflFWAg+lW0ZNmoM8EyaiZgpEfmpSHuWKosrI3BwjO686kVEp2MdVJnQjGcHrOVBhQFALepDt0cS2d9cVJt6RT1/e4g8x1+MeqvyqhuIsorROwEM/ApTmoMOv7qc3pvoRwa22oqqog3nrWZxPxcEjKxhwpPgVapNwoBMKzymfE+xQkmlv7zK/nfji1OsoNjDmfGViU2zXPaP7MlOmsH2ZtfPJdzF8G0zg4aXeqx+nlx5nOla/Hv33IJJvlct5/s79zoGz+3Lmamv/Es3fw9008mgCS+UX5T1FFUxR7PTMEeTqv0zEUk4IrVh0TeBTJ13J+816dYKVJGZ6NsZlVT3m0jN8ymE/LD6LoJXRLIApFAoly2SGBu2EasyLhpzzzRj4DkKZa/JJ0OrrK4+dtV6qQ0k5AC4QYMFFIXgvqXN5bPMs0K3fpu4KJ7Dm/wGzV8x31e2/KIN0T7YnzDwLGqdhTIr0lMOZ8p4gJLIoqu18pdJyBu0oV4ycg3a8FQ8rVz39UVsMy1HRaz/nomPMuFZC0uIDFdJIZEXe22dPJck2R5gRTXfMrCXNg6WwNFKujOTlnga1QJJLjYrGUIrQhoFqpX5hItQu8OwNbY9rzftfp9vaWZ89uWC5XNNaC1+x3B4zRuGGkqmqauoYorkHbhy0xRC4uNozjSHtsIQqJddd14tpmjFjsKKibms16zcXFBrTieHdPd+xomprFosGPWp5tW4L3GC1W0VZdUxnNol4yWjkt7rqW7f09b9++RakoxK61wRqxMs7BN9q2RytD1Rgh3A5AULgwEpynqSV6kPejcFul0Oo2GGIQ12AjDMowjAwpOpr3AWuTrBWiWDN5l+aawYwaE6EximdXK44mcDweiEbz7PKSzXrDZrUkDCPtYcdxd2AcPcvFkn7Zsz0eiaOYDkXAGJX4QSzGWExVcWgHKmtYrZaghQz8od/JIZwF8jpESJ//FpQbBeHuDsYZeKQN1AswBioraJq2qe8jruvoxz37/QPVcsHlzTWXV5fJOhGGYSAGTz+OWF+xWC6oqgoQ1xSlqiTTCsm1d4nbxHms1TRNzTg2yd3UE0PELhXWmLLetG0rimPXcXN9xXKxIEThQ7FaXF1CCCyaRvhQvEMpWC4XhBCSq1tgv98zDD11UxG853A8UtW1KKnjyIZFAXAIkaZp2FysWa2X9Cgury6xxnL77pa6roocaI3l5csXDP3Aw8OWZ5+84NnzZ0Tg/u6e/W5PXde8+fYti8WS65sblsslP/3JT1mt1oUHylrhXarrmrdv3vLzn/8c48cP2gk/po9JUtqbIzAGopd1REBrzUGBMrbskyEErLFF79RoiZ5WW2xlJQiA83gvbqrjMBKCk3U0gf9z8Ch6CZwxpHU978nZkkkiqDlGN9JUDYu64XAQ69h+GLhYbwjBM/SD8JH1ciiiBsvgRvpODiLcKK5ubdfR7ncMnfCoKa0JfQfHIxJfkgQa/U5exsf0a6QPBo+MmoWhVJGoQjoJ/uXPZiXml6XMxzF9p+hERYHVefLMbkoy4xwcyNY3oYAS2dIm1Unl8INZkZrbC1CUA51Cyk+6VBaSFagcjBBi1LM6RaZ4OfJdxyTQanWK1ABzZWLSSZ6GE7K+VVDi+S9zjGImO+vITJCfgKHccXMhXinEJU3nyFNiZaRNLSEb5+4J+W+UZ9KQmN5gTG3LAMVMiYhF2eWEnPvEjS6/k/w1kcWeuKvl+5RKC+/07udWIqXc9KzWZ2WVu2bv96Rr5wrS49+mqpyCMicde9JtTzxzettvnJ4eQY9u+M4cSn2izOOin70H3PxDTGkWyGmI1mj0BIx+SAZZRy+gy2zNS/mEgjTLvSGkM58ExhJjeSaDAKS/eRyXaTcDf+c1VChOeHySAi8eu5lQOlvv5IrP1h6lErgRmUZ1Xl/nJNbnHaie/p7aJc9PAMpU7+wyNotsVgALqXskzvjq1NNjNo9FHWUBLcBEcteY3xfgcWQ4xaMISk9NxDLm4ylGBFP/4FCFqDpfa4GVAHPpHUnugRLQNoOKiuLKXMCfvH5PaGOpTyzAUjyr80nlOH/Xj9tEGZdz4Cj/kKEdOQiZwGhjOLUGypx1CRSLqY7oHKVULBs4yznvZ4+skOZrdO6XAnBN+5gindIWgAkev+e/+3T77o794cjLFy+4vljQ2Ci8RtbQdz27hx2bizU3z24IPvDN168JIXCzvOZ7n31GPwzstjvu7u55uL3n+uaaTz/7hL439IPHu0DbtiyXC37wxRccnj/jq7/5Cfv9nucvn3N5uebyYokbBh7u7mjbXninvGezWbFar6ifP+Nydc3L+iV3Fxsetlu67kjXd1hjqCtZDzUSZjq6KIEMXRqbPkp0Qh+pKwGHQnCztUTkAgkXLZYqIQgxfQwxiVEx8WEJUp+j9YibmELXJpGgg7UarSpYS6Sv4/FIdEcW1vL9T1a8uPwhX335mp//9J6hjYydo+96um5g1dTUdY0PI+Pg8T6wWDZcXlxgq5q7+6/QpmK5qKnqGlPVtM4zDJ7YDTB4suvk38ppSgxwOMB4xtelLViDvrgAImFwMIyAQi+WbC4vOHRHXNsxdh1uGFhcX3J99TltPybAGbGuScpjs1rhY8ToiEmRk2L0xBgwJnGZjB11LVZqWiuxhBtGuqHHuwWLRgCivhdurOvra5wTzqWLi01yvYmslg43DHz75i2bzVrqM0Jd11xervHOQQCjNbe3dzw8bGmaivVqRWUMfS8ucyF4AV1TlMD7hwcuLi9oaokW16etxVrLz372C66vrmTXE/MmrKl48/oNVVVxc3OF0or7uy0P9w+0x5ZmsSCGwGq1YLff8fVX33A8HPgHf/InHA5HdtstP/rRj/jRj37EZrPh//Yf/kf89K9+Qnzzl3+vZKKP6e8yRQjJ5TFt0X6f9tIYS1COB2PFKtcnMwmt0LbCGtFRvRMrT1tZhkTALVEQA967ZGEpkSxjiFyuVjzstskN1c9cyoW/aBhHRj9ijaU2Vtw8Ewn2ePOMSGQYevpuoO86xmFE9TWDH+j6jrHrCckFtDse4HiQSHRKE9GpzR9dPf9Q028QbU1htTkRMB+nHNI6Pi30z3I7/3yuoJfrifR5sqaQuvjoyl4+B4EmQKI4qc3AqMklTc/BiFxoSG5WejoVnbCBSZBPZ/lz5Ins5qGguBRJm7K/1ly4NzMx1yfl44n0RBfr876CAls5la0cYuEzOeU8ykJ5KBtfsTZK5pDaGLQxRB/xMSb+hszNkTsjKwAiLBZ8TKXaZLLsXONo0LO+l+pIKPOc7TmvUAZvskl8RpViqUMGA2f5KV3aGNJgmQNVQmZlyjs8B3Hm3EulHo8U5VPwaBpcjwf8uQXSoxH3mwJHT+jWT+WZ3QKeqNV3Z/b3NGVrj9N1YpYUBcyYd0mIQeZ2iARtRLifm4gwU9/jExfzKjRz8cm2FE+OtVTHzHdDVrTTujKv/xyIEkU+zVs1rU2ZH2heNx/EJUHy8hgVUcrKKRZ5XmZLTDUbYGfjJQNHT6X5szEDKpG5S1S5jfOIjvnZ0rEzZFwAkhi89GOcW9wxq0/eIX4NYT+kNTzEVPc464ec3xM++sVCQfpexpyfMLRUfZVcDyMRPwPsFCodXMRpDyz5pVJjSGv/d0/c+Z5dXIwSoKO1RFPLESpjFmojRDzTcYW4N8Y4reG5X3MUw3nEtBji1E71OFLaCb8RseR37iYq/A+RECQPYxREncqbA0e/H+mHP/yCL7/8il/87OfsL5Y8v9mgFBwOR56/uGYYBsZxYMWSzWbNp5+94nA4cn/3IO4CTc3m4oKmWbDfHxiGgTdv3nF59ZJLW+Oco21bbm/vWK+XXF5dsrq+4u7bN/z0L36CUnBxteSHP/4B3/vBD+iOR/nXj2jTsd3uuf/516AUN8+u+fTTl/y3/tv/Tba7B969/ob7hwdRGo4H2v5I3/dUlaU99tSVFfcJVBFnghvQVmONpqqqpP/IWI9KrFa6ri2R9hQKY40QLaPwQyaIDQL8pqHu/YjS4pYaghCvj4mouR/GQtjqRo9WFZdXV/zJP1pzPLR88/Utt2/uePX95ywuL2iWS3YPW9p2EIvGEequxfrA85sbvNaMPtANnkXUvHj+jGPnuN9vBTdyCYQOGvowA45/C0khIb/PUwSMxEmLgxeXNqPRVc1i2YgbnjX4yhIjHPYHcTmpa9brDVc3F1hbs97I+Ashcmx7lILN9RVaizVbcB6lNG3bi/vkeoNSCmtrVkuNCpHDMBJDpO97IpHlomG1lCh8FxdrrLV8+dVX9G3L5aWMXWs1F5tn+BgYho6r64s0fw3eOd69e8PzFy8Yu5H7t3cMQ8+rFz/AjSNDP9IfWn78D3/Ms2cXjP2R4/GIGx1N03B1eYlSmtvbe15/84ahHzFVzdffvGGxuuCTV5+wWS0hjLz59lseHh744Q9/gLGGtu1o25b2eOTu7oHNZiNutSFyPOy5fXdHXdccDwf2uwNh37K/f+AXP/8Fxlju7u55/uol797+1aM17WP6mH7tNPaPLsXtPcUKPYKyFnt1xbfffgNkoChS1w3r1TqdxQXG4AR8VUqIsIMnu6QfR7EudM7jvCPGKBxG/cjgBgY3yj5UNYzDyLFtGYeOrm/xzieXzo7Q9+D2cHEtoHbfJbJ/TXfsoD8iEej47QPuH9PvJP0GnEfTqeFvM52CRufK9RmwVCxMwGp7ZvUxzyImQEZPcj6chNB+fHiuRUcIcTqwzeBUBkVyfVBYfZqBS1FlJk6L9wv0pw4UivedmJ7XUed65tzTKfSUVyx/lclAnkIVRTMrr5pT66Pp9yy8x5iCvWY9jdS2FNlGIUBOBo1iUcLLmXXpgqgiKs7LmAE1J+92ZkGUAa8CfE0HgJDHxAwInAFkoeib0z2ZBf19AM6pO+PT45DHP73n8syC56l73z/k0d/x3FOFFhV71gc5Y5WAy7ldSX7wycBTZ3potmT7v/4H/yH/j//o//4rVOz3PBXgOJTI6zKOsjWEKO0hRDQjcb7WzFJ295llzHynVLMXlBXsAgMkq4piIReTC1n5TV5GCOakbKV1IitWpc4k5V/lFSC7WajJOiWm8O9aR8LM9cJHcTUhKpRRBBVQakzzMEedBJQ9A4+mvizpqegzT95/ei1k65a0LnwnSHWSJsDCh4jJoNF8X9CI8ncyr+P0YwRUgDgKv0ieMOdNiRMIozIwNa9XBrUKuOUpxkP5XcRc5/maIvcnNbHULcbJosdaXcaP/JbbcNITBTxEqXRmYQjeF/BYgSikPqB1laxFnubuiPOFf56UOgVLT+bAfI+JRJ/2IjWz8iq46cS5MOUV8D6Wrs8no+f1Egu1cQrgoX5/AKT/6r/zb/H5L77iZz/7Oe1OXGNijLSHI01Tc31zTQiB+7st+13Li5fP2D7s0UrR9T0hRpYrAZbqpuLhfsvx2NJ2Hau1pVk0VNbw4By7/Z4YA8+e37BaNey2O1zfM449/+pf/QV1pfnss0+orKFrW0xd8V/6x/+InQvcP9zTdz3toUW/fM7zZ88l5P3Ysd/u2G23vHv7jm+++prbd3cY/QBKY5XGaouxFcZabq7XVLECo0q0tRgDzgeCk1Nvqy2VqcqaJQSuUSyNUqQLpbWMCR9wQchVh9HRdkLe3I8Do5O1SmvLfrtn6B3LZsXVi0uuLq4TNw/UzVd8+fUbvn39hrdv3nJxc81nn73is89eESP0Q899NzBu97x9e8ePf/wjFosVlQ0Y3dGPjuVKo5tnjBcj7a5j7AZwXsZ/e/ztDBaDuKf5U7dWSbJmqAhxHARgspUcuKmA8yNuHJPpt1iGDb3wVVmt2FtNCPvEV9VgTMXFxZoYJSIdcRA3GFuhteHiYsO7BOI0VYUbRoZRIjdFH1htVvhx4PqTF2w2a4gwDgPffPVVce1yfc/x2NIsVigl7mSbzZJhtIlDCbqu4+23b/FBABuJumR4+clLnj2/4S/+i78iBM/1zTWVtaKHKEXXiXJ9cbnh5vkNzo0c9ke8l4OV/f5A981rmj/5E+qqIgDd4Hlzt2N1ccPNq+/RDSPddqQdNWOs2N7es1qtCD6w2x2IMdIsGuq6xljLer3k+PyG4zDw05/8DDd6+mHg2fNnvPvX5aTtY/rdpbE7+RqdZuxHpsMq2fO7qqFbrNJNgA+MXU8sa62DZJF06I8SeTMRaKsQ6MeecRzw/UB0Dm0rdFXjhh56iSD3ruuk2HFIhP6juNQ+3PIoMlr/GAj7mP7w0weDR08pS5wLvY8eyj89VhA+qMwMu8wF/SeAIwEuHhcxOV5MgMlMu57uO/l8moeeae9TfU6BBTX7LSebhB+gADqPTiZOMIgkZANRhQKC6AJyzB+IKSJNPvyeqayzJprsvxpj0uPmVjlMYAyR6CcrpcddmSPdpLLjdINiAmtCOFXsZs4OZ81VIggVvVCsIuTLFNlKMf9t0jOLUgmT5RGzd5LbljpDlXc4tfv8RU/vc/pcxl1p1gwEOnn8HBw6HaNP3/M4/bLfPyypk/6ZV2f+zk5+fKrcp+ZTytM7z3huVv8Hmv63/8v/I//D//F/j3/7v/FPKG/5Pe9hTgQf8yQ4ITxmtgzOuIt+yYu1StyXitVNjoamf/nyLOtEitqBWAfmlSQmYCEWECcLGKJwRDw+RPkcs0WML+ANXhONzwUJ3grMQagnOunpv7kfCgihJsBldv0ExM7gw3eBtWXCR/AL+aodGnFDxA3oSk9AUAhiMWASWqpn0dmCmv2N07s8cReb7XcJKJksOKfx8VRKNMDpXScXHRUmkG8eXQ3hvQt5FOXuVBFHwGqDnvXxxKqX6hUyPj51mET/nDiNfqV0tmRkJDn1VAGwMliplSLMzg/mxNxKawgCgGkjYE+I4EZHiOK6MqWzvc2ADqkdIRKzW/TMRerXat/fUmrbTsbo0BL6DluJYr5arlivVvRtxzCMVFXFYrHk4W4r0dBeSNhwpZAT3+ORw+FIjDJWhOh5ioqjlPAiPWx3vHh+zdXNFfWi4ptffANGs7rasGgW+KhobMWzlxtijPyLf/GnvPjeZ7jRUduKvhv4V//yvyB4x9XlhpevnnNxecl6tWKxWBC8nExrxGJII5xHbhSOjPv7LcZaIQm32TrNE7zn6maDdx7MdPAWAT8GhhRSPu9fkYgLHheCuEGlE/PgfeJW9GgU2tZsNhusqQoXkw8OFzy2qYgB6uWaxarD03HsxNLEjQIy+Bjp+oGH+x0vXj7nB19ciMuFG0FpvHM0SoPr2SyX7NxIvWoYraXtOgbibw88CoAOp9EglQKl0ymSIgYvnwveL/PdjSMxeIxVgBEOob6HWOGDAHfjOHAIcqywuVxIVL3ET9V3QpjetRJyXlcNi9oSnUNVdXo3MDKKpZMGaouQRTtUjHTdkbvbexbLRqKYKQG9tRI3muNuz9WzaxSKfujY7w/sd3uccyyWDf3QUVUGcyERCP/0X/0Z0ctYePZyJfxFSgD+GAJ1XbNarams5dvbe+7v7gleAJ+ubUEbrm+uWK4WDMPIOI5457i8umS9WXN4cyskv0SMNkSvOA4jly9uIHgOuz2j61lfLOiOHW3X0ywWstU4jw+B1Wp1eg7xMX1Mf2cpQMzATF4ztFgt+WG6HiPD2ImMkDkXY+AuiFtZLK5xmtgs6e7viMMAboDoCaYimEo42IIAyBzSfhs8BbzyH0nj/3VKHw4enZlAqPgBgUhPNO0PX10neVeVhbmAK2dAz+RuNAn48+fle1ZCKIDCBJxwsvjPrszymtRtcetS8x8luyfIOdVppqcn8e8Br9Cm1NeocysaSRFSaEemU9Y49YA6y1d0vck9K5c/BzbQSsh49cx6B4RH4oQLJFmhKVCI1UOOMhejpkT8IitLZ32iEudB8kEvuuEZQJZ1yqm6E6DzlBFCvv/E3Sc9f6Lnzvv9ZHzMflazh/N9RXF+XPj5mJmPi5NKnt32yEjltKdSe34TJW+q62THNS/2dEy9v2rnz/39Sa+/fst+dyRb/swVdSBZNUzKcfmS15yoUpCzrByXm8mhzfJwMup0fCmlMJrJ3SaEmdKr8W5ApxP6STEX4T/EiE5KAmlOxaQYRJU0i5jqX1zDYGJfmnh5YrJMkqZNnEeljSqgMAJ4KI2KERXi+5f0eV+dXJ+BTvPPs6SUzqEGptvOXf7m63vuz6ggmpLn1I+5npHiXmI8xY/3vaP6qd9Sn2TMJpdzbnX0ZMrlx+lf+i7eaJOrVm43WdgrXaVR2URQxVLD2cgr7xxCsRQs96gJ8CoHDrmcX5KyJVju8PlrnEddi4juq5islQt7U/TpgYA25sSSSCnQRheXpXytvIECzAUBjIilPSFHvsquclMH/s6T0p7NxYLPf/gD7m5v2T1s2XYDV8sFd7f3aK1ZLBZYY/HOJ5dURVM3iFWOE3LgxA80DgPX189YLBcYK1F2XAg47xiTZUjbLjBGY6uai5srDomAWGmHIjK4EbY7ccvXoJqFkESvl1R1RV1bvBsZR8dXX33D2HdcbNasVks+//wzCcE8pP07KnFp9x7vPPcPtygX6Pte1sTsvq9kHfHBCT8iid8y6S0+BBaLhrxXRRXxKpT53LYdIYFkxhoWiyWVtSitWa83NIslfTekSHaBrmtpiGilubi8RNkFx2PLm3fv2D7s+Prrr8XtabkQN40U8c1og3cBYyyVlX8xQl1XtF2HwRBUIBioqorh0J6/8dnnX3EM5slzck3GPFHB6MSiOwgyrK3BWou1FlD49F1rzdAP9G2PHxByXKQrrREAqm9bIU83lqoWEva6qcR9xTn2xyGR8Aq40iwalqsF3jvu7+4l+l1V09QVWil8kOe8l9Difdfz7Pkzrq8vAc3bN28TeK1wbjwh2Q0hcH11wfNnN2z//+z9aaw1y5rnB/0iIsc17PkdzninulXd1dVd1bZpD9iybAnLQnyAL4gPCAmELcEHZGEkBjEYWYBkG1lCBktgbLAFatstaBBqkNuy3e3utsvt7mrX0F13OvfM77THNeYUEXyIiMzItdZ+z3vOrbr31j37OWe/a60cIiMiIyPz+ef/+T/LFXd3CyfUm+c0bcNsOuWb3/oGdbXl7vaG5XJBlmeU5YQsz/joo09Y3C6RQpIXjnGnlOLX//4/w3Q+x1r3vNy2LUJKjo+PAai3NdVm6zNDNZCmTppBO42YzrgsWJtqS5YVdJ1jZCiVuFcAXUO1XcPJ8Zc7zw/2YH9gtjvHBFBnvNx2W9h5YtCb1fBM1IeMaPccaUI4rn9O0a0v029vmgPH/vm45z7YT8e+BPNo9At4AznKrwgejYGNnd+xjx6AI/8QEwMN8YZBaDkGjw752LvsIQgPwMEB9A/NcmC1gHiNpNPOxbQXJjeAF/0eUrkHAyHcm7V7wKMhisC7MNGhhgRJYaJwQNTrrGfksAPA4FDCAZgaQmTCPnF9bNRXQwvHxxEiZIULx5L98mG7sZMidv4bWt8LaTDocbj6DQGDw/LgAAbgMUaNYqhl3C+MjsnoW/z7AEoUj7Xo+wG3NDrgV7RD+4Z27a06sPzANvvLxYHtfkHMBrHgSHunBxiCiz6Ao+NdnfMqCJ/hWsLPDwIhrQ9DDP3qbsy2zz4VBIZxAI2woNL4INCLLgvnSFjTJ6kwxrBbs75eIoSmRgCG8OCFDQ45PQNJBGF8ER453AwgPFBi7cAQHACd6Lfvrf0+3lk+QgiE00ez0SbRBTPwa/yKfqIbPpx4s3JhsQiETHx/hd2su3Hp0FdyXM34uD0IFh1DRNsc2q/fSIw2cIK1vm8JjCXrn82sz2pg+rnVnxmPxQ/79SX3RceAYwQkCTPqxqEUBuCoX/rFF/SurlGknB+1MSpTuM+BtOUeRi2OFZUkqs/wEuZrKSQaF07Z38L9w60N/+0CcDj2kbXDNgFI+nkwqWA6L0iLp6iixKiExc0N27Zjta2c5lSSIE2KaVuauiHPU9KmpW3aXp9CCEmiEgeUCQe8pQKSPCVNFW3XsNluaOqaum2QlUvjPJlN6YxmtVzSNR3J0RSLpK5qjNFOst5cMpkWtHUDJ0ecnR/TSsl6s2a7WbHdbNiut5yfn3J+fspkMsVo60StW91n1Om6jmRbeJKMzxgr3NiWArabGoTL/uOmVhfaFgCPunbZxYQQCCUgk6RKkhQ56+Xa9aeUPUurKBzTMM0z8kKS5znV1oVKuWxhNUoq8mJCXkwdQyl37KbtZsPzZy84OTulmBQkSULbtljlQEzltR4Blw1PSs8QUxjbYehITOoyIqlkR6coDN6vkIlt742sH8tGuhCRULxMkGoAj6SUNI0LF0vTBGsMTVVjWxfOZq1PBiEEWIPWLW2jvH5aRpIkZKn763TKtnbaRyHrks1S0jSnLDK6tsVoV56S0s1nHtxUUtC1HQL3siTPUpI0J88zqqpyY2mzcUCdUhR5xnZbkaYJZVlQVTUCyNKU8/NTXrx8wXw+YzaZsFkvWC4XrJZrssxl/jVac3V5Rdcajo6OyPOMq8srnjx9ysXbb7msTsb0AOzjJ4+dJtOnz7i+uWG9XrPxf8V8Sp5ltE2DNp3XVjNUVUU7a0gyyWZT43T1QHcN7XLFtto8+M0P9nNkhwbjAaqH3o0esAe1ltz9dHcuexjwX3f7ycLWvuiZs389+eWznuweL9Y5Gg4vegAi9tCHfYf1u3pJIx/uAIgzHDeqew+wDKBDeKiWO9fSYbmP/dClUV0BK20PVkgxCNPGWI4AlHSCoUIecGr9A5jRXe8a3CfmF/rh0OoBqPGhY/330A29+3hv2UPzYgBQIIXy7QosJ8EYtBoKiUGdUB9nEumHsPAO4sCSEdHBxyLbrm93QmJ2RC9HbCRfYuwQ7gGUBy6G/abE29udTNLRuPwJTMQdFsq779KNt7vnwHug8U9awZ9DG7mi1jujRnoNlRD+tT/KXR8Oae/dQ7R22dqIRmnotoCriAAaBHZIAHCGbFFCCBL5ZvNmSOXqmEvDccQuCG80Vg0BTs6Z93NHeDjwYaMiAOTR1S1GZRqslRFQHcAcODgjxOCN7XtvoKkgfCbKMIbteF/b1zRaL6KB7Mo1WmKNexsulQSVDMcKoILrnKj8AIj4gwnRH68/xggnsUOHDIiM//PoVzRfuuV6VK7rMtNvOgoF9i8OjPX9tTPJxufFBBp6WBQPvN3T4Bk6MYB03+U8mkexjMGjoTvdxmYA2IjuSWF8Hbz3jM+vA1B3wagAFoXv0fkjzMFjICkAc9YeuAH/LMzfZ9I0YX40Q2CYFBmffPQp5DmbzZpmsaC1htm0ZLVZYUWJ1ZamcWBBmqZkWUZROCbG3e0d5SRHijlFnpFNSmSm6HTH7c0N2hjW2y1SSqaTkrTIUSrBtB0qSSlnE7LJhGq7Zf3qBl21VJsMIQV1VTGbltRNRbOtSVVKcXpKVVXc3NwxnU6YTKbk0wxjhBMzrmrq2mlflNM5Srpwf/eHT8BnWN5eo5KEzXbtwAyhyNKCyawkzwqur65xzxc+22umyLOMoiyxXqMjgEdJmpGkGSpRWAtSKrJcEbJzVNsGo50AdCJykiynLAvemjxlNpvx6SefcvXylvVqTVZklGVBEHAWicLi09tbUMolEJkdzdiuO6RokK3EIJDTCbpuoKp2HqLC3B2crkMX5s51MdKJtDvLrXf2JCQSEoFUAuWBLmtNz8BTSpFmKUmiaFunVaS7DpUkdG2HVIoyTZBKYrqWbdeilGMfSSUxwrHh2ral6zq6rqXaAtYwmU44PT1xbJ3tFmM0TjPTnxvlQLY8Tdms1qzLCY/fmvPOu29xe3PLYrGgaVqSRJHnGXmR+zBE24vvKgHT2YSjoxnPnz0jSzMuX16xuHOZoVQi0UY7kEd3LpwyhaIoybKcoih48vQxl68uefT4EWVZeD2nhG99+9tcXV7xO7/zdyiKHAEYrdmsV5w/vmA+Lbi6vkTrDqwZ5lpryfIcIaRjV3Warmmw1nB7+fznZ755sAd7sAf7KdhXA4+Gp8bXO5M7wMhXOtY960bMn3h7EbOCou1jtsk9x7mPDTQK2etZNzEQsF+WlPThXPe17VAzez9JDLoNkbbq4B9IAdYzAawlfjse2imkjJygwza0OXISA6gSASRBbHmPCbXj2MR90oM1O+ck3ubQme59rNGyA8DS3n7CD0kx8k/fyGRgBoBAEcLFXBcoQkN3z3u4BgJ41e8TbdSP2ANg0X02dtm/hIlD18996JH/Kl43Ql5fzC+ERU6pkwCyWK+pgjBeCN7uX+PCoLw+mZACaxrvAKcgEn/9W4wA6TNVDcwIMFa767QHSgbdFikcawE5MI32T4CLUw9NcF+Csy6G+UMEIEC7MJPgnAgcUKZN77f0oUYB5NgB3QPaIYR24e5CjFiffuPh04wd+TF/Et8269oSmF5h8ugnw5hdY3tgDGnd620sdBqrh8xH92n0BQAFD17HYMTI+rkvXBxmOAe+nlIqrBEYq53u1KEsa74pfRk9UuT0jgKwIoMOHR4ItAJsevgmAfROaa8R5yS2461t37UBzBkAmNcBSAEYd045Xkg7AEhhknO/jXHpgY1nDFkLSmb31DmqWzjV/tpy+kURcBT9jpmAHjIjvEntb1PS9Z3VhiG5wxvNan+oJhC8ePGS2fyELE05OT6iLHJWiyUvXrygWa5plBOWLrKM09MTwCAwJJljFkqlkUlHOUk5Ojrnw08uaZqGm5sbVqsVZVmST0pOfPjM5eUVRmvSLGW92VJOJrz7nW+z3VZ0bUNnBOVkikwSLoopd4sFNzcLtOkoipxOd0wmJWXhACWlnNDqdrvlk4+fMZ1Nmc3mTMoJRZ5zfHqKUgldp3nxn/6W1yXSCOkYZlmeMJlkHJ2eYa2mnE6wOG2rNMuYTmZkedr3WJK4LGutaJE+s+Dx6Snu2rA9a6nV1umZWUunNSBQSUoxFSAUVVVhtM8i1LQkmQPhLh6fUxYFp2fXPH/2kmefPuPi8WOOT49JRIrGsFlvXeppKSjLgkQmTCYzmnqJ6hSphc5YlyFOGwfwJP45wcXh4SmOgPLzjUfSrA8LCdmHwGmyycytbzvA/ynl/sCVk7jfMk2c5pR0uleLm2um0wlYjZKSLM3IityxqYyblzKlHKjoM+FNJhOsFVT1lrquqPw1JqSinJ8yP5qDMTRtQ9s0LJcNXdfx9Oljp7el9TB/SUWRpdhJQe0ZcwJ8evslb739Fufn5/zW3/gtB9oI4V+WaM7PT7m5ueH09IRnnz+j05qjoyPatuX5sxe8++67fPzRx0hlSRKFLHLW6y2d6EhFytOnT7i9WZIoxWw255vfKnj06IIffP8DlEqYTGekmcsGV9cNq+WazXLFO28/5eTkiMvLK66urpEWJpMJy3XGZr1xIZFHcwAuHl3w4Q8+QqnEMe42FWa5gemU7Uc/+EOYOR7swR7swX5+7Y3Bo0MWHv7utyGk6E1s/0F27JTssj2wAzBhorqMGEmhnrsgE+O6763b1TXaAZZiBpNEeK5BXDXzhcz53Te5wjsAPRjxBTYGwwbkQvTrXd/Y3mF5TR2i9WG/UZtlzA5i57wMLQj/9swkKXu2QggTGwRNxbBzD1gxBn58HXpXU4z36TeTwSEWvWMz1HE3e0nvbfA6tsRrQcx7oa/xob4q3hJ6Mq7VfeN3l3k3PujQkTbK8B2Xe+gY0ZXktnlTgOmPoAV2hDUOSOiMxNoWqRRKKj8XuLeQAoPwoI+17hFfCOnIF955llL0YsVCugdr16+xcHVwgIdxJARI5cAA98Ze9euGcSpw4WYqKgv2R9rubBqBKv4ScgCCBGmxxoMfEgcqaBc2J6RnCEpQInEznZCMgpaja7e/Nu3g+I9qFYNwAREXjOenHvSmL1NIJwruBK8DIH746ho07kI5/jMAR6F+r70vqZ4JFVD7ALxoYxCeX+aaLX27DlUGEBLhz7cI7Bhr0V3Xp1M0IYxO+IyIRgAt2GS4l0mLc0aHbH9DDjaw8TnB6cjsaajg20OsfaSRZEiZuDToNohghjbI6C8qxY6BwS9j2ujRhHIY7AnXSQjrDNsEzaPA+vWZ5/rwajdeD7F/f9r2ox/+kCdPHtE1NV1dI6Vw2aSePKauK+rKgRR1VbOttjx96xHWdCyub2kbpythrSJJ3BySpimZskxP5mRZSt003N5c0b3SnJ0dc1yWbMqCbdMgpEIaQ1vXLKUgz3Pu7u54tXiJFILJ3DnV777zNu+++w6b7Zq6qfj0w0+cUPZsxvRoQrWtsFag0py80FR1Q9PccZMs3fyIIM9Lzs6e8OjJE5bLBdV240WuLU2rEXXHW0/PqbYVbdthjPGZIlOMf/F1dHLu1mmNlZYiz/rrzYn4h+e4ILgtMRq6zoGbUkqSRIBMsKJBJgqZKKxNPFhhqLZOdHx2NOXk/BSpFN/7/R/y8YcfU1UV08mU2fGRB3BBGIkQaQ+UtnUNxpJ75s7dYkWLcEh/lge01QNAgE4c4OM1J7HGZXvEz0tCOnBIKrdIh/uCF/jXEnBsqDRT5KkkTQSLrqOpGxCCPMuYTidkRc7x8TEqTVksllgEs+Mjjo5PmExKrLE8efqYcjIlTVOsNtS1E9LNMgf4CuFmqfVqSZpmTGcTZnJK2zRen8g6YWo/rxivjSKwqMS5E2nqwiuFktTbDc8/fUZbNyilODo+oqpqyklBlmV0Xcfd3S1CWD7+6CPmR1OyLGe72fLBj37Mu++9xcuXz3j06DFNWzlmlDGs11ustSRpwtO3nzCdzmjbjsm05OLiXYwxPHr8GGM0240LeVRKcnN9xWq14tHjC77xjfcpJgWdNhwdzVmv1xw3M7CQ5VnP6DXGsN1sycsSYyxprhBVS9vdQfeLkTjkwR7swR7sy9hPFLb2B53RJIZRYmf40EN5ACJ6cWlXoR5gil37Abq4Hyyi9yXGbnPQPAqATgzYjMvYcez34KShv3r3XOzvJ6XsNZXkPfUMuw/pk0Xvfw2txzOPiMCafevbHJdH8AeHXgxvxgd2j9to/MA/ZEgLDmUIvRPDwfoHsV47ieDw0a/fr+dOmBn73deDKDG69YbA5aiMEZpyYJudHwfd9tg/9uNmdAaEOFR0VMj4fO2z6w7ZuDJvAkDeZ7tMMYnoQzPlAUbdH2X7t/6Nv8AnHz7jv/FP/JfxL7r9+TMYrGuvH/9am36sDuCs8c67MxdC0OHCj6QX1PbAcD9H2WH8+9Akay0iAOIedN27aoPmkRhYR84MFoHW7cB4jOdHKRAixejO6Ykg6EPXfEabeMxa79z0ZzpkgEP47/gsb0R/4zH6xt67xW2bCJe9YxRe749rAstox3Roa4KQBmUVLid89FAfzZP3UhJt/w+I6LbYTzIOuDDh7Xx/cwmdFoccGvrskUh8B/e6RtYarPHsDCOwQrjQDePmbJWkjrEVZ/KzTqTcYU0d2AQhLT3Lcme+MB546ZluDPN7vGzUBaLBCuN1doYMfCIkcdjpLjfOFD3QJO4B0A6YMaafn2zPthq60/TsLO3Gpgc18SLbQ5td6I5jC4r+3uLAuJ893P3xR5+AEGRJhpQKpRRZnnNyekKWOmf66vKSxe0dq8WS1XJFkirK2YS0SWmbGt11bLeVa+5MkRc59bZiu3EOdJ5lTIoEY2C9WHCUF6RGsFqt6ZrW6X5tOmzaMJ/OKKYl2/WGTbWlFYrKh7gZrWmblrubNc+fv+Di4pRvffebTKdT8iJBaY1SyodFZYD0ujAaKZ149fHJOWleUtVOf6ntGhf2VHdcXt5x8eiUTBsHbFrP3iOhbT3TTSWQCowMOkoGo/GZ2yCek7IspW0tSiUE2NBYNy+V0ykTB9OyWXdU2xbTGlSSUZYlbdOxWW+ZTqd8+9vf4rPPnnFzfcPdzYKzuiFRqdMTKlKEcBnvZOIyy0nhAEChFEfzKdv1Gja1A4x8Gmw3vRrICk8jjSZK95bACfcH4Anp5jjTOUApSx1w7DFyKy2WDkhQacJ5JslSS5Z1SGm57QwlKardMitTTJlTVTlt29DUWyyWPM0xgZlnLU1TU9WVe9JMU2SiaDvY1C4rmS0taZ2SZIkDLZOEuq65uryiKAu6psYaB9opz47K8pymcZnfEiWxCOqm5oMf/pi6qfj2t7/FbFLSdR2L9a0XchcUac5ivSbViq7TNE1NnqdIIWnbjuOTY8rJI9arFc+fv2C9Wrv7qz/u0dGcqhoyTC2XKx49PuPzTz/n5uaW2XTKdDZltdxyc3PD44tHZEnCZrFicXML+CyCUqE7Tb3ZuixyUpEkGXc3K45PTri6vCZkDwRQ0wn65g97FnmwB3uwB/v5sp+MedRDHDDSqOgtPFTuAym7Fj+7u32ih9UIsAnxFaNwNPAim2HZ8BDag0kxo+IeBkd/rBigEPG+g9PYH6hvwD7Is7tIjo57GCyxAuc0CPyb7QPlEpyG8BbbrdirlnfyhLiXeNTXIzy4Dw/wYtTvUg59G3lO0bHsIAg+AoQiwG3nHMThb+Ny++Lpa9Cf1KGMPYaSiMrly7kOsXO05wCJ4ahRC0bLR/uNTrPY+SkOLo9tBMfJoS2jcTL6vTOu4nLEUNc3wpL8uRrG7k8CQf3RsKZuqao60k4eUSKwYmASWdP5h3+fVl2ACM5s2MaHzQgCgOJSw1tML5g9YvcJetZTsOF0ac8oCQBGP/KxtosAXjFMotF105czmquiIDAjXIhQ2CeEwIYBYIRPay/BBsnmIQHBaFDtTjJxyGyYt+L6hqYI64AjO+73fl8DfQxWrAtiGO47NvpDRNvJ8fqRhp3YiTQL20bH8XojVrh7jDGWRKmod10d+vNNYCmFLg/sHj8/W4s1DqBx51P3/e7AP5fpJ00yAiAorOr1qQ3SjaGA/wgPahk9NMP4wMQAdI1OSa9iFDccZNefI7dqmKekUITwsuHUhFAyonCyL2HhWHgQUuLCizy4qqT0/a0QUo/C7YT0r2aEA6E6bQ8mhPiS7w3+UKzrNLdXd+R5Tp7nFGVBliUopTg/PyMvC/I8I0sSVoslt7dLkkTw5NE5eZpSJ4rtduuyZ9U1aZbwrW++T9M0bLc11baiaZo+y5U1hlZ3TuS3bhD+8tVaY21NlqdMiglHRyV1XrFqlmyWNy4ELUmYzaaUk4LlcsHt7R0/+P6PmM2mFGVBOZtwdHSEtdBq7bLBJhKlUoy2vHx56cWJWzrdOoBISNIsJ5cFq/USK25RPotZolKUcBkEbfyMpgQuXNigrQMVXfSu7NmY7iWPAg88elQeaR3HzwHvAq0dyGmtE/hWyvoQOce2SdKUPC949PgRz5+/4IMffsTzz5+TphnHpyecFwVCKrq2IVPKSZBJNz5DUhO0vxjdRef/BAgF7RY6N2eiEkhTyDPSJKWtlm6QRPdax3Z016DKCweWmg6BIUGQKEGRZghhUcoFQmMNeZaRpm5cSSGwbYNsa46Lgtl8xuXNHSLtaBNJl6WoJCEIsUvp2Y5aY61ASsm27TB2gxCCXGfYNCVNErI8I8szhNfY67QGLVBae9KVu8epLAUhXWI46eY/Kdwz6+XlFavVEiUlR8dz8iJ3GdtuWkynMUbT6daBwgKKPOP05Agk3NzesF47VptSiq5zLDbTucQTQghubu5I0xSjDZ999oyTk2N3reU5aZayXC6ZTaYsFgvW6zU31zcsb++w1pKmCVpbbFWDMYjcAWfGGCaTkktgu9qiqxZVlEznRyx+mhPKgz3Ygz3Yz4G9MXgko7fcFuPFZNn1Ww/anvNyaBtLX2bsmAz31eCg77NY/K15YJ70gAO9szIGLHaOfQjUiNbFxzzUll2WBkK4t8g7j9RChiCDULlDfRMJKccomFsF3knp6xy8imizAPRYEzgE9wMAfX9452rctBjgGuo0Amdih9c7xAGAONhWnD/mHv53AUJG7RgAw6ge0TY9MyOsj86V/Uk9h8Hrjn/EBx+3cMcXG28z/H7TQ9u9jj9QRlS/ndMW1TPs9qbHjsdyDA7ulv8LZr5NNujDCPdGVYidDYC4U4LzDAwP4Z5hFAItnJD1AEK4N6ZyYDWOMBOv6WEcg8Va4cLm5MDTiAGUkBFOBGAnBkEJU0g0b9kAOhOIHEMblHsZMAxlQR+vKHavdzt0xWuQg7h/+u0PXE5uBjcD1uRZJaNNHK1g/3zEjluYC0PIWignKm/06S62uEmj+hnnfbqkUVIhhPFO0NAvbt6RIIwHo2QPErnihP8tEcLpS0kDnQFrzegac1o//pzHbQp/ET0nMJ0c021gefVjmHD+veCuCUVGoF5/XqyPcPMvhITP9gf+OhBoY4Z7SgCNgsZUf3JDm4Z07AF46u8bERNqFHobLxO+H3FCvFq7NPauTXKkQ2iNcaFBHvS0vT7Yl0/U8QdtJ6cnVHXdp0APoOH8aI5QkjxLmc9n6LZ1STC09uMLN66kdOnUU4tSkrubO45mc7IkRZbuum6ahqZpSDxt0hhLmqWoxLE4sNC1HVVdU5YlqVSkqQOsyqPUCRV3nQeIpk6EeZKzXq1JsoRKW7qqwaqE6aQjyXKElFh8aKS1GO2HKo5B5EBQl8VRSUGSJBSTKZttTZJY2sQipQZqBIKLi1OUUAglHBFHWEwCiREYEUBQBSgswhEVR3pv4eWZ6J+bhBAIDVJoEDigo20cw0Sofo5JkxSpFGdnZ9yeLXj18orttiZJN0ymM7KyRCBZXN8hhdNAyoucThsS3zZTuLT3AVTFQrdagXBha0KlqDQlyVKSLCNNElai6cO/sIDBtbUJ190wjpQQJIkkS1PyNAVhkTI86znmTp6lpInyoJZFCSiyhOlkwma1pelarNYoBAkCbS1ogxQS22mEB56EdPenkMnNGifebrQmyzKOjuagO5RS1HXtwwY14OaJNEv9ug7dufktSxOM7liv1tR1je40IhnGT1W77H+mc3pJUgqm0ylnZyecHB/z6tUr7pZ33FzfslwuEbjz8OSpy56Gkihl6LqO7abCFIau0yRJMgC3RYEQgvVyTTXbcnV5RV3XVKsV7WKBUArdduhOY2WCSgR5WVKWJVmWIVVClhVUtysXWDifk6RRNtQHe7AHe7Cvib152Nqu82TFeLmA+7yIPa2igxvZfvcvZGeI4djD80IM+oi9f/uHCRnVt38OHx5gg7PVLx0xBHYc+vhN+c4+IenOgIoMfbXrkA5tFJ56P0ACe+3fedgWMnTd4AD15feaHa+xyLmMXYqhivtgXf/dulCB4NAM5yBm8ey0IDhbMlogxn1wGMASe223PRAYjh/6f/iE2HmNC349GhIzCw6NwfHYGrdl9+teG+8BIUflBycxbkj4Jsa/D5YlDnz9gktwd+NRb+3U4xfOevzB9mQYKzzTJzjbgclHBKBa04v7WqxTwhH0OmMGwEqv6+F5O0o5bGOHBSMIhwpsEnfMXmpmNHVFkLD1oFQQro6dqRgsF/QsngBSuVAst9IllxtGtgMSZf9rSAAQX08xMCQOLI+E/+8dP8IxnEJInne+QhjuCAcIINBwee6ALFFHxeviQ4dCI3bNeJ6MfpvhjbZUEqwaJsr43qGk76MArrgwNCkZgGAjsNKfT+G8RWsHbbwB3pJIKbzu0QAK9huFZvVsI/+vGYSl4/lYSjGQIexwNmIbum8Y40N3CMJ90F0T9Od0uGkPU3G/rh/Twza7QKlbPLCaxveLiKlmva5Rf4akd9J92/ynSyIhe0DhZ23T6YS2WTjgIjjIuuP45MhpXllDUeScnByTJZK6qqi3G7q2hSQZOeNgqVcblncLjuZzB8r5VOpGGyeknCgy5QSdjTE0TYt7rqjQdUPV1GR15vWGJEdHJzRVzd3ijlYbamOYFDlH5+cU8zlN29LULn1zZyyL1Zos1xRFQZpnWOPCfXQLSVIihBPCdmLIFt0Zr2+kmU1nSJmgEnetaB8m17Yd5WTiQRzp4KEEQCJV4sSZvc6YC5VzAJm2Piwe3IQtwrh3c7CUEiOMD6sSIB1Dr20al33OuBkb68LSiqzg6VtvAYrlcg0Iqqpmqg1KKurNltPTE+bzGWmWUdcNeZZxfHzkZmOVOLacdUkIagEqSRFZgkwS0sRpVyVKoSSIZE7XOQYPxjMSW0WLpes0tmt8xJslVZI8SyjylCxNvJYe/RyfZBlp5kW0hWO5J0qilCTLUmbTCbfLhTs/wsFwuu3ompY0sJCsRWBQWCZZQpalZIERal34trCayXRKIiDLalbrNdVmQ9c1YJ3ekfJhrtW2oa5dRjKH6Qvu7hxPJ8szF9ZmDHXjBLkDEGasO3eTScnjJ4+ZlCW//Xu/y4vnL6jrps+4Nz+a8+TJY7CgtaWzPgOb0VTbGiFb5vMZWZ6htWaz2XJ9dY0UgqqquHx5Sdd11NsKWheilqYJRZ7TliUAic90OJlNsQgmsymbq2tMlpEdHTkA7sEe7MEe7GtmX0nzSHiQY3f5gb2ibb7I8fSaIAeONfIFouOKe7bZK2MHOApgRJxrZhc4GkreK3jwWXbaHjvxcUhW/6bYhLTDY2cwUPXDw7KQA5tq9Bgf7RTe6AoTv9GFPrWz39K99X39Y7SI/4mAlhgrOwjoiXh7t40U973t3e/HAxXYX7e7bwRe9ae9XxQ5iVGdx45OGIty2JDA5oo2O1hNwe54P4jZiP0NdgHD4NwdtADKhaPuFCoY/x6BA6PDvqYfX2u7AF5c5i+u9WE4fgAY49gXToxX+8sjCA0TObS2DzdSyr2tdbNZ58sMY830bKawrB9y3nGXIjjvLkxMesHqcEwBPsW7xXp2R1+AMP76jMJHBYggzG36aviC7ICLQS/N4+bWoF/ma2kDkIFnlgif6SeEJMieIdWDMZ5F0l+aO/PI/glw1+IgjBzDQaGd0L9oGF2w8TI7mpfc797Tor/+4/krBtnia00IhrA0g8uaxBDeB64sFdoLtut88rjAQgiaWBZhNdZ2YDXCuhAPbUKYo0u9oJQHj4R09bZBZlsM4FFIzY1jyEkp6KzpMyAJH1Yz0s2y47bFbQw6KP3cEoehx+FiRgwOk/CgTeh7PyH3701eY722nL/eXBp21Z8+7TWQsLg07RG4FBgoA4on+2R9fQvEm9TiD982qzVZmtK2ndPwaRuaquKyKCiKnOm0pMgLZrMZRZbSNA2ffPQx26qiLEuSRLkMT0aj247Hj87ptGNYdFpTbTdgDLkPxUqylDJNqeuG9aYizVImkxnpdoOxlm21pe1aJvWULM+QqdPYmk2Pub6+5PbmjovHF7zzzlsUecmLFy+RKJI0wQjLq+sFxtxyfDLn7PwMpRRV09DWmkmek6UpKlV+2Lq5oGu92HJpePT4ESpVYCxt21FtazbbLZeXN6Sp0xnKSkGaD89FUuYOhMExjpzulUZ3FhKc3pJwGmHuP+X13SXGh/amaUphB50lIaRnOAmMBtM58eXHT59wdHTK9fUNt7d3tF1HU7XkhWQ2m3F8ckxRlD3gXpQlF2mBlIK2s3RtS6c7tOkoJ2+RpZJEKEQklu9mM0tZHvvzaLDa6ei0dUstYHGzwNgWlaakWUKRJkzKjEmek6cSkUiUlCgpQEq6NEGpBOFBxgAgGeMYSnmZUdQpUlis0eiuY7Pe0NQN8/nMnaeuw5iOVFomReqYYd2GNE3Js4xEJhjrrsWyLFE+05vVHdYz6pLEgUdB06xrGjbbrVueJKxWK7I0YTqbUhQ5CNhuNy50M3MhcdvtFmM0WZZyfHLMi8+f+fDMFuM1By2Wk5MT8iynqhrWyzWLxYK2bTg6OnYZ8IztswBeX92w2VR8/3s/4K0nT7m9uWG9dkLaXdMgp1OOLs548vQxbduiUsV2WyGlIs1zsrLAGEORZeSTKZkVFPMj7q6vf0Yzy4M92IM92M/O3jxsLeLQjgk3Y7BlbPHbxC/wPN3T6ajMg871CDSid8L3KPCHwKOR2z123sPanS1G9Q6/h5CxCH56IzCNnWOyV0/nH+y8Qd9563ywvBEiFW8oEH32sQMATeSoucMfcC78yvGZHto7gHI7fbozNALIJ6QchbIcbM9+Bd6ob0NdfxK3YQ8g2hkHw3aHf5u9dkdOcORv3ntJWOGc0x4d2910n521O1T26yfuP96oDbsbHQaSftHMGOsp9p5hgQVj0Na6t9dKIqVDXzrTIY3ThpBCYqwTzwysIXdNSJ+m3vapzpUXpe38NkrKPrNYCKEQDML0QiiESLD0MSER3A1YMwaQ+krQz4sDOOX3t3IAjowFIxAkWNv1IsVSCu98h729mDECjOgdfZkntKaN0sxHdbADAIfAlykCgnT4JHzRW1whhuxhIoA/gfETkDHhHTQTlRfANKJ94nreP8BHWd7CfSxm0oS5IZQdnBsPjhhrh0g7iwMhrXO0hBxASGstSIvyqdHjcRiTaCQulM4aA8q6uVdEefui+5ALkw5CXu4+gHdgHZBldyYkOxwoKqvvq9Fadpg/3tFHDOfpQLdqo5FCuqxJIdzOMtxDEL02uyvGYrTFGgcaOR1APzb7YeY0c0K4UDg5bxqq+4dpn3z8KRcXF1RVRbVa0W0rpFIubXySsCoLH1KTU5YFk8mEk7NT1ssli+WaREmyLCFLU7I8R+gO2o7Vau3F1ROKsmCz3dI0ndNnSxR5mVNMS6bTKbP5HN123C2XfPzjT1guVmy2a+4WC7ZVzcnJMWWZY41gs95y/eqGsih4++23uLh4TF3VNE2NxXB6cUa1qXnx/JoPP/yULEspy5Ljo2NmxRHWdtRNQ1VtsRiKIiGd55hOc7tastqsOTo64uj4iKPTEx4/LQHB3/zN32K7rui0JiksWYEP2ctQquXk+ASpXGp6KS2i84DjKMEA7lkHp9PlwoIbpBJkMkWlCUomZHnhwP7OuFCtTJElFoQkKyacnqacnJ7y4w8+5Ic//IDbuyXT6ZRvvf82INhuN1RVQ1W3lHnG7dULrq6vSdPcM70s0/kUYwWrmw2mbRwTKHX6OYlSKGGYn5yQCpfMQBvQVoOwFNOSerOhLDKKPKXIc8oipywysnS40aepY8oIqVgZifLMpk47cM0aTbPd0FZbjDFM5xN0Z2iqLcZa2rpyYuc4oEkohZEgpCVNlRcid+usMWirsRbqzTV66XTfyjRhMp/RFgXbasvWX9Nt01JOXHayTvvkBcbQtTVYw9ROSJMEIQXVZosAJtOS2WxGmia0bcN0NsF0HYvFksmkZDadUlU11rqXFRePzsnynBfPL7m6vKZpGsqyYDqb0rUdTdPSdS68TgtD27YURcG3vvk+f/lHH9B2LfOTY/JJgcoT/uF/9D+PNZaLJ4955/33WK7WbLYV5+cXfPCjDymLko9+/wPe+fa3OX3yiM1yxYuPP/2pzykP9mAP9mA/a/sSzKP4uyCkBR4e0O5/8B/CHV53APZYK7vsIXeUA+DLDmgR/+6Bo/53v+eobYOjNfbCY0bSIQBGxG+u4zrvLIcxADeq/2gzD1D1/+Lf2u84/6NQADsGd3qfyYx/79RH7Pz+YtsBkHaRigPAxX0P8HGIyxjjOAwevQ7UQhwAfKJzpUKa3Ojcx+fzIJD1Zfol1O8Lfd83LFOwp3kUoIVoSOz0f1g+gD2725g3OPwu4OR94D7T2i5A+Itif/2v/TaffvSM/8U//9/rHXchvFMrROTEwAUc+wABAABJREFUWhLlQB8ppQtBMwJrfbpo5d5qW1rHPAKscKEMphOO0i8V1joGh9VOMDmEKDm2iMQJmSZgpRfp9pl5di6yASb148S6rDwisFYCCNGDRx3gBZ99hjKj26gnHJikRIpSAqMtApeWOrzX7y0C7HsApY/BChm07Oha2wOPYmSkb9ahaznx+wWQaBARD/VwYX5+LhQZ1tTRvHnf9al2fu+MbSscCSfUO5TR1zua94ToASkhiEA4rwtjweoOgQPcEqU8w6ZzTpx3fpVQmKbwgIoc3RGsZ1EJAQ5THMTOQ7hbAGSs12oXgkEHqWdDBVDKjvo7DveKX8gESaVRiFjQqdo1i9OVUbLf31rrM6AN5lh2sZai/8/6ehq3j4kAPuvDlqQIoKRCBaaS8XXaGWI/S8uKgstnLxxoCG4uEXB1ec3FxTmibqmrmrtbp2k0nc04Pz1js95we3WDMZrJZML5xRmzoxl6tWC93rBar7HWkiQpee6En9OiYLVag7VMpyXTmQvZqaoamaV867vfckLbmzWr21sQOaa0rNcV63XFfH7K6ek5dV1z+WrJ1eWCd955m8lkxqSc0jQV6+2a2fSY6eSI25trbm5vqNcttepY5Rs21RrdtZSTgqPZhCLPAEFDjfShUdeXV9xcXVPkObPZnHIy4df+9J/g5vqOxWLJanNNXa+8OLZhPk9Zr7Y9Y0gIF5a42TQUecL8eEYiZY8nI/BheW4Ol8oBIwkSKV3YmNZO7DkRjjXYdpo0EVTbDW3rNLuOjua8887bvHh1xe3NLX97ectbb7/FxcU5SZqiupbtes1smqPNMfW2Ji0L0tQxn5aLNQLDkyePqLYb8jxnPp+SSonpGi5vrj2J0npQ3LEI57MZafKINE1IE0maKPIsIc8T8iTptZWkkmghWBnLtEjJ8pKua7m6vmG5WCKk5OTsmKZtSNOMunGi1tq0mMaS5wmIFK1bQDGZlEglqNqtE71Wfu7VoLuOzrYoqcjylLqquLtd0NYdSZpQlgVFVpBUDdttxeJuAWlBa9z1nOUZXdNirQvlnB/NSdOEzWZL5sMz8zRzmkxCkE+nHM+PePapE7ze1FumswlCCpq2YzqdUhYlbdOwXCxYLVcURcHJyQnlpMAa2Gy2FGVB07RorR3IutlQNw0nF+dstxu6rqVbdRSTkk8++pT3v/kef9/f/2f43u//kO9/7wO224rvfOe7nJ2vqaqaJ9/+FsvNlud//W+xffEMqhc/q6nlwR7swR7sZ2ZvzjwaPeQND4FvEra290B+39YHwKLdokYgwi5gwyGwaBcE2q+PGAonsKRisGkXOBrhQwG02W3iwX4Rw7+jZuyAACKGkF7fxz2AYmO3LmZ8DUtisKj/t3c+7jfBAWAvLmunX+J1YUX4ZT0wEpg1/VYHO5E94Oj1fSH6c/g6HGefISWGB09fyaEth4838oF7sME7Wjtv8IPFHIddvOqLnJ0YOAqgTrTy4PLd8/+TmPHn4XDLfjGsFy+FHjgaOb+eSSR9VpsggC+lJE1S55QLzwyRpp9zjImYf0JEYyrSaUHimEaBLZK4TGjWAqm/blpCGKqro+rTkwdwoT9WCGOzDlQIbYjTzAssSlqESgggyiA2vG8eqhmZ8hfOaDx64Mj4sD51yJvvQab+H79NHM43BqoQwmWtMwaMJg7Pc+chXCOHaoovO5rHbPx97wujiXGn/gPgHIEvZmA7CQLo5X4NmJq/gtzrfpomR6jMaaAIiUXRGSfMrYwEdD/OPJ8K64XUHR4mRn04CE6L4b5gh/ruAkf7bRqf/x7I8eXsnRM/5/Tss525cNfC2A+hdUrE5YcwShvNd2FMBG6Vq4IBr/FEH0I0Op8/JyYELt2ZGp4rLJbtasUra5hOpxRFQVkWZFlGtd2yyjKOTo4ppxNWyzV1VbFabplMZlycnKK1Js1yttvKZVFDkOcFVrqU5ZvNlpvbO5quRaqExWpFUebMj+e89833SLOETz7+nM2ddqLabUvbdGRpytHRnLOzM+7uFnz44w959eKK84sznjx9xHRWIEWCQHJ2dsp8NqcsZ1xdXnJze0uappSzksnxMVmunAC4tU50XkBRFHRtS5ql5FlOmRcu61jd0FUNj8/OOH9yStU9Zr3esFlv2W5rljfXwKYH2MOY6NqOvMhI0gSbZx6H9CBM4uflLOk1v9rOoE2HsYa67mjbrgdDHZauXGKY1olAl+WEd997l3I+59WLlzz76Me8fPGCrmuZlBO0hqqqUVJyPJ/RlQW60zR1Q7XZcnZ6hEBwdDQllZ6BaDq0FeRZyuOzUx/urLHWCYsXRcFsVrJZVaSZ60MpnI5UmiYUaYpUgq7pXFulpEwVWZ5RlBl1LZjNShov0p6lLttd02hm04I8L2hbw2pbkaSKPM9IU8XJyTEiFbRdjdKAsC7ErbO0XYuxoKQCoUiUpEXQNi3rzRphYbvKKMqCt95+i7KoEMDVcsN222BxIOdytUJJyXw+9yC3JksVtW5dBkshWG82PdCT5xkff/QJf+bv/XvYNg3rzYambUlUwqPH5zRNw+1iwWq1JstTjo7nzOZTx2xMFUrVbNYOQCrLku22osgLFje3tHVFdXuLrhtIHOBcZDnVtubDH3/Ej374AdeXV3Sd5nd++3cASd1qTs7OqOoXtFqD+Pmbbx7swR7swX4a9sbgUWzhrfzu0v0NPajwJsyj3TJiRj0xwDMuq2eP9KsG8Gj4HQEcu8eJthn2jbYUMXg0duJHNdkp0h5YNXpUH2EBY3BF7JYfARkHyxrDEhHo5DM89W5/3Nah4De5BY77b6fecX37ZUP/jXZB9AmcDjXy0Liy0fL4u3uOjHpC2FE999xH4fuh38+fhJ3xeQhgvNeic3fvunu3GQNoh7cade49W4hRdXfDMYn76yvaa1r5C2XhagnAkfADyfm0B8I/7ykDdpiGJmRacyE22mhE60INJD7sAkHIFqUxhPCcAIY6VkaUjQovIuuUkEMEFD0bBxga4NhFDl+J54twvYTrL6gdvZkNQAU9iGE9aDRKE7+Llh76bYVztH0vxh9xnw/nYOcqF/F1MAbphu2DRaFrYZtRffz2u4hvH+rms+L1sVPCoRhxqJwQOMYYGCGwQkMyQ5CD0E47SFj6iLseKHG6Ska6ZSEr39Blsj/+6JYZsV3j+4S19kB/i2jeE37/cI+Ly3Sfw/mMAFUEIkp00R9QQJrmaDMw2oRwYZ49iGXCCw7fzWZgqvXaYx6MFb5fhlZJrKEXTrY26B/B/qT/s7WyLJiWJW3T0rQtunMMRb3ZUtU3dJst28mUdZ6hlMIKSNKELMsQMqGYTFBphrWGxXJFt1pycjxnNj+iblq22y3b7RakE0gOgsIATd0glQMn7u4WaK05uzhjMi2ZzGZ89qMXLFdL2qZlUha0TcPV5Q3T6QSpLI8eP2K1WrNcrsnzzJ8/gdaOKZmojOl0jhKKzWrB559/TlEUPH50zsXjU9I8RwAtLoPW+fkpm82WuqrBWpq2BeGyet3e3LKUSyglInXLzs/PSdOU399Wjk0nJEomPatEFRlJUVA3DV3X+nu6Cy9VAgQNs/nEZUPzGkvaOLZaU3e0nUtNr1RKmqbU2wqtQaqUJHHjLUlTnj4pOJ4fcTzPefXqksvLK7DXZGnOZDqlLApOTo4x1tC1HevViq6rSVJJKiVFlpIdz30IYuqAk1bTpQ4wsl7zTEo820ihjko8NIySkiRRZJkTmZYeMTVag5QURUaapmRZitWWWVlQlTlV3VDkGcWkBLGhLHJUkqB1i8AlAkiTkiwRCDRKKmzQW9PWhcUqp3OGCTpKEt22LJYL2qZCWIv2mQStD98uy5JKQ95ams61zQFbBUkqmc6m5HlK2zSsq8rtW8FqtaTtOsqyQAjDulrRmoZNvfJsp5rtZsvR0RGnJ6dUdc311TWbzYbz83Nm8xlSOjZn1xnquuX585dMJiVn52dMJhN+7U/9CbY3d46NtKmw1iCzkjRNAMHnn33Oy1dXXF3dgJQkecLdYsnZ2QX1csvV1TXrxZJus4Z6/TOaVR7swR7swX629pUEs2307x+G7bourwt9Cg5eeN/bgz0ycnd7/2ZwxEMoR192X9YYXBkBT2I4bniwvadiQzjbCKy5H8CJdu3lJ/pwiajOwRccOzTRE7+NdxnqbaOyYkDDHgBP9ppDlCGbHQfjQL/GzRqFtUQl2p3yRkc7WJ29g0ZO9NifF+GfvYEUtrXEbAkrbLTBoR0PlzMcy7d65IeK0ecYJoorOVR+vI2NtnNf9i6Dva7dhXii/uHLXrGHAOKvgdkA0rgesyPh4zCeBwd3NLw9qQQBwjr2kJBO4wXJaL4ZGB144CiwYuQIvBGRZk3MLdwFDEPdBdrNEz2yYHx5Q9jMaIx7zaBhLO0AD/7bmLni6q877TInxQOlH7Yh3bhb5rR/wkRtd7a3PUgxzJvx+N+5JvsLNwYudlEPdk7OoYtnB/Wwu+2IAImdObw/fxiEAWlCSjyDyxoXCasHtpiQCFIsAmNrn0DB+sx8HiT0wJjwbImeRWl3mrtTsbjXZNRHLvwLB1r2oAw7c/7+hW6jf+zodA3Xgegzwg19EhhwSsoReLRXfnR/dJm5TA8e9fXurzfR90+ojwObdoA3a/ne7/2QH/3gw/44/+R/7Z++tw4/DTs9PaVrWjZi64eCwGjtwuzajpYarQ31NkFmKeVk4q6twHJMEiZZhhBQVzXr1ZKyLCgnJeUkIclS0ixzzCYLy9WGrHCpyVWq0MaS2Q6zNVxfXftQN8V0OuGtty/IrhWL24Vn3koElqraAu56/cY33uP29pa6qnj++QvyouDoGBbJyoW1GutCiPLUhdJpw3az4fZGUlc5WZai1DD2XEIBTddptHGgg5QujLbtOmiFy5aXOF2bNE145713qOqGtunQWjutIinQXl9MW1cP40XWlRKIJEEIJ8gtRO1YkAZAoXVLXbU+q1dC12qatmG7rcmygkJlLkTZJwYQKmE2m5Gkb9EZzfXlNdW2ptUOFMuLjLIsXFuAWknSVDGdlKTSsYyESDwI5MKdrbJ02jFvIDyT+FBXbPS8apFSkCinZySkQBiD8t9VorBZ0jMaVSLJ8pQsS9Bak6UJRZFjrXWZ0NIMC7RdQlW37lgYnKi/9ACWQgvdh90KlGO0IsBqjDY0TYU1nQOzhKDTGm061usVZVlSzqacCUE+KRxDLHcp7SfTic802LJaLrm9uUUIB5iCddnRspSqrth8viFNFC9fvKJtNRjD0WzG08ePOZrNWa1XVKsNtjPkeU6eZ4D1YuA1TdOyWq1Yr1bUdcPjJ4957/13+P7tHUVRYOdzp+UlJcZoXl1ecnd3x7vfeJ88y9iqGisER8fHlJMJd4sNy8WKerWBugHT/fQnlAd7sAd7sJ8De3Pm0YAeeKHoA57Lnh32XHexgr29dp5rD20/hJf578FpE2JIYcqwbf8Q2pfnneMRO+TAspFfFcoYO+mDkxX78fsP57uAkdjbLipg1M6oHRCIBvv7hJ922D7aeQzf9EDS2Ck9aCIqq3+oieoYgSD7p3M4Tu+vxmWEtSNcZVz+bp3vWzZo1UQ8qx3Qczi/ondwBXF/HKhH3JS+7gec0XCsSJ93ZyCOiopO8vgYI+fucF8MTnV8/HHp8TZvTP7bKSJ2Tr9sEX8UzXov3Rq80+8zqvkwG4RnTQjbO+ZxxwTmElYijEBI7wiowJIIc0FwiqXT9rABPOohXwQhe6EDFcKs249ZQvaeATqQwmWIw5dxAKfpJ4hwTe5jniLaAVwmrvHZt9agO6fRMbD3x+LOPcaDdXFG0k9cfVkD6BAdbHxCRLRtAMl7NKXfaHwNWQgMhKFl8TV74GKyUT8eCn+y8ZcwX/kx4A/nTl8AjpxDNiL99E0Mjq7pX3qwE/4npUR3xoP7AbBz9Qxn3XVPAJfs0I5wn7A48DP0fWii7TtxdO4dK86MgKNQ8TAmAoAlhEAifQB7BDBFc44M5R24vQzZ9ELbxln2HEDlynKlqf56BMPd7YJPPvqs396BY4a/8u/9Jn/9r/2t4UB/dv/YP017dHHOcrkCIZBK0jaNSw0uJSSuTaZuMG2LtAYyBy62bYcxhjRJ3F+aIoVktVpyfbtgrrUPeSvJi5JOOwBEJS6EaTKbkucZddvS6JZMG168eMHibkFRFhRZzvxoikolWapYrVcIoZDChbHVTYM1ltm0JEng88+ecXN1Q146nZnVYkmWpxRlwfHRlNl8yje++R71tmKzWXNzfcMNlqLImB/NOTo+oq5qn2Y9w+LEjNuuAySz6RQQmMSiraGpauqqYr1e8/bb71BVNdttRdu0aG2wsymLxYq27ZDKhRFbDyIpKUmyDISgbbdY0/kxq1BKoE2HFU6fzm2j2W62dBrKMkEgHIuo03S6wyIoioyyLHn05BFpmnJ3s2C9WtO1DiDV2qWJr6sKazTTacnRfEqqJFme4ZIOuAvQYkjTjCQJgFB4LgkhxwbdaceG8cw+IYOQvOhF0ZVIsEqhlaRrXeibUIIsT12WPilIs4Q0Uwjrwhrzwh3XZU1bo3WH7txwBIMQkKUJuk+CokikCxXWxgEz2hqEcBpdSqYYaxCt0ye7u72haWqKk3NOzo45Pjmirmva1oVcn52fcnw85/bmlu1my+3tLdPpBIthOpny+PEjx4C7umKxWHBxccGLZy9JkoRpOeH4+JjHjx8jLNSbCoVi5tlfWKg2W7QxLBcbttst9XZL03ZstxVd2/HOO287IC1LMSdHiG1F29Q0yzWXL19hsJycHKONZb1x+85nc5qmdawtY7FNB9qCSA67PQ/2YA/2YL/g9pXC1pCHQIID1j97mtHz+mu1jfrl0ffYdfWU7CHDl9vCZXcRY3+B4CCJEbAR0+5DIb1uyAHQJoANccWGMqAPEQnH22l+5EXtASy7x0EMPpKIlu/CDqH04Ci67DnstFMP9d1x6GJ7EwHkEUPLV2MfXBn/3mXaCMSIJLW77tCgeiMdrAgIG2ld7Y45MRxrV/dot76j7z1bI3Lt98Cb2DUV9M0R4/1G2+6MpZH/G4bMrh87DIphWI0Ash3G0BtdqIfNRrX+CYr5I2PGGBY3S45PZhitET51eHDQpWdbGGvBGEcQjDKNxWyKfnxEJ1D0Pru/yG0AiyTWyhGw5IRhh3FqCMwO9xfCz9yfjgCbnes0NuvmCWuNH6NROnNrQcoYlgDcm3CjDcZnlxNCgjQuZbKMxKYjvZoYBBDRfNEDa0QgwRtbP9hDQ6JVh0anYEBx+wt/WB6FeGHeoC4jgMvNu8NhDYj2AKjlN+/7Y2DV6JBlrL/2vQC77+P+7BmL3b3f7oShuXElBnApDrmzXrQ8Oh+u/4P49tAPSjnx3BB+MurLEGsch+XhgJz7TEqJ9kLAASDa61Y7rAvNCgA/OP2w9WrbX0fGWqwx/M3f/G3+jf/Tv33vsX9e7Pz8jKP5nPVm65gWt3fUdYMoCmzTuI2Mm0/MestisWJ5ekoAypIkoa4ziiJnkuVYFLd3a9rOoJKcyXxOkqaslyuMthSTiWdxaYQQJFKi246u7djWNYu7JWmacDSfc3Z07LR3npww2+Zcvrphs3EhapMko21bvvf9v8PRfEZRZpyen7DdbHn+2efoqqI8nvPk6WNSYSiSI548eYz1DI4Xz55xd7fk9rZltV7x5OkjmrolzRL/OCgxnaFunDZPWZRubGqwVtM2rQOWjOUquyJJEvI8Yz6fkajU6eXkGXd3S5RUlOWEJM0cyNE5RkhnBEnuRJYdQONeABSi7FHQtrJ0reD09ASV5P4agrwo3DnbbD3csyXNjzk7O6PICmwHd9d3WGO5u70Framrmq5tyfOUJ48uyIuMLEtJ0wRrHctKa6e55K63xNXLkz+lEMjEvTDoOkVWZOCBZgArBdaL6Et8GKgSaCmQyv3GWooy92wvQ1HkCOlEw5Ms7YFI4cPlFqu1C90Swl98DlhJrAMRsSCVC6UVWrtsoV1LoiRqUmAstLXLICmsZb1YsLi7I902vPeN9zk5OWZmptzd3VFXNXmRcXx8zGazcX5Bp0mTBCV8aF6aUm+2tFUDxnJ7fQNJwnw248nTp5yeniKl5Nmz59zd3nJ+fk5W5JRFwXa75fr6BqxAd5offP/7WGvJioJqs+Xz5Sd8/OQJaMvdzS0AxaQgU5L1q5ekTx5zfHaGEJIsyymKgqZd8fLFC148v+L04hFFWdJJQYOEtIRm8dOeUh7swR7swX7m9pXC1oAvZqscKsMVdLA8cWjZgd+GHeAosEhUDBz4EkUMLASnbKiD9s5PcJmGbQawQMoIxrHDvggR5fvZf4gOzsEYBQv7HgInokMcan9wwna73d/0R+BL7xCMsIYDZUYH/QLbA1t2wJP74MQ9xlLwa+KQwd3195UxPuSoTgMg5H6Ft3TjchjGSzRW9sgOo3NzsFn9ukPAmxS77RDRsBF7yw627cCyg/sdAMHGx7n/3LyZCd9H9uBxfpHs1Ytr/qf/1L/I//b/+D9yb4TFkHpcSUmSJv0Yc46uf6j3IMDgHBusUAjoH/xBDQybXtjMO8h9yIXoj+m6WmF9uJmwGuXPgdwdXjsmdoQ8A8A91E9jkYgeBJGOVRUxrhBgtfGOA9FFssMQCWUTZcmK1hk7gCRK3ZPZcFz78c/dOTQAHjH4c59ZNWScHB0izOdvcg8z7i+Afv2y1xz2AIDUH66PPXN3DqdP46gH0jM/pArH8X2v4wQAEiuCzg+YzqJ8SIsJ4rvG+iId2Cn8OXEOJcM47Os1AIjOed7JQBezsr6EubEq0UaPwETfSZh7+3GYxz/+8Wf8z//7/8KXPvbPixWF08WZzufMZlNUkrC4WziGChY6DWkKSQLaYrdbPv7hhxw9uqAzLkQozzOOT07QU0s2nZJrQzmbU86PUFnBar3ks08/Z7upeP9b72CMxhhDVbsU8ZNi0itGbS0IYzH1lm2l0CZFSCjKnCyXrNcNVdW461UqtK5Ybw2PHz3lm998DyEFl68u+fEHH7G8XvDj31/wSap49OSM3/jTfwoUnBwd8fbTx1hhWa1WvHzxkv/sb/423/rOtzA2J01T0ixFCEmSZLSdpm5ap3WTQEqCkoLcuHCs28tr0jx1qd/LCVmeI5AcH805ms/47LMX3N3dAe5el2WOJVSUE6rtBt1qhHDvHYU0/XwtpCTNJVnhWDqCjrb2zD5rmc8mHB07LaOqvmMynVBXFVmWcnQ04/j4mOurKy5fXYKx5EnC/GjKZFqSKEm1rVDK0rVbsiIjyxOkzBE2o9Mt1nQ9eCRVAIDc/F5SohLpQHrjgGEpQCgFnUEohUoSrBR0pkOlCUIppAeLizKnaTu6rmM6n1PRIJRyjEgESZpwdDqnmGRsNw2vXr7k7PE506Mp2hgEbjy22jHDHGtLoRKnLzaZlEjphLs3RmO1RGYKrCDNMpo85er6ituba6R0WQTzacajR48oJyXb9YZqW3F0PKfIUoyxZGlKtd6yWa9p2waBYLvZ8u43v0GSJhht2Kw3WGNYLRZYYzl/dM5qsaRtW5q6cULnkwlVVbl+KAqMNtjOMJ/Pee/8MX/2z/45mJ1AXdHNS47fuuC73/0zKJVSzqf81t/8bWZHRxSTEmMsn/3gQ1isqaYzqrqhW11DtWU/U+eDPdiDPdjXw94cPNpzV97AkQysmNiZ8Q+PzicYecF7jvBBZ1XKncdYD/LsbBozQ+Jwpt1qh5C3GDi619n+Es7zSCw3PlZc6/6t/Ng5Gr/7H5aPF0a9IHcAD+/wueQjIYQiflO92wmvb8tony8LGh063j3lHQJ84AAGF4DBqCZ9phX/Zv3Qud7rOxGVE5/3XRaH31ccAnx8OcK/6e8BrQj9GWOA9wNhh5ZbdkGbNwDY+MkAo9eBuK5tv9gg0m5/S+FCTpSSPTDjMuRAzCZx+7p9whqtA8gYwcIinB8BSLQRPtwsjoFzb4HDa2kpC4RN0GaJMWIQ2PYFxnhI0HvbBQnienoaSVTnfgMPiglCuvQgfO3C9eJNB+ffGNsDRQc69M2Bxzj+SewuI3SmD8nSw/W2O99a3IQidxp4Xz1GAMnrwaEvrH7Ah+7DW4RAStW3S0rp2bxurjZGIoUB5TO8CxONl2H+G3WVB4oUCmuNPx+OpRPCLpXavScNIW8BHD4orv2VbDxP3Mc6CsddLzf8d//r/+Px/vfs90fJLi+vmJYlKk1J84zTMyf0e7LesFgu2azWTGdz0jwHLJlK+OR3fo/F8xdOEVwpzGyKVIq7myW/+qu/xOnFhdfRgaurGz779HNevXzFtCxZLjeYrmM2m/DWkye89fbb1NWGFy9f8fHHHzOZtHRNTbNZc3d1RZZnHB3NaKzl0aNTjo6mfP7Zcz7+8We8/f4jTk7mTmfI1GyrFUmmmMxSvvHtt9g8PuLy2SuabU3b1jx7/gwAYxzgnZeOMZWmGZ3W/O7v/B55UXB6esLp2Tmz+RGzsmSzqZz+U6cpy9Qx1oTAdAZttBOCNpZm67arkwSkcqDEdM5bTx9jrBdublvquqGutsyLmddXagjPBtY4oW4hBVnmWZ3G0DY1QiiypAChsNr28wvakOUpm00FWJI85/HbTzm/OGN1t+ajjz7m7uaOtq556+0nzI9mpHnKertCVZbVaslsPiXLM5RMSBJIE4VMMlTmQunwjFCLQQuDzBWd0S5aM0mRwoPFQKoSUpVghKXDIlVKmqR0XYu27uXVZD7FCsG23nKRP0Zb0LgIAKkUKpUkWepC/pIE3eVU1YZON0ymUyyWvCzIjKGuKoxuETjtpTxNaIQmk4oyy1zIoXDP4OtNxaQs2MqCm7sFq21FlmWcHB/x7jvf5Oh4xs3lFavVCnChg9c3t5wcH3Fxds52s2F5u2R5u3CsodyNobZtqesKrTu6TrPZuCxqYYrZbDbc3t2xXW+5OH/Ey+ev6JqOLukw2r3E6XTHze0tf9c/9o/xn/37fxnd1nRdRt2BESnlbM573/gm285dV+22I8kmPP2l71KWOR/+lb+ObZeQTiGV0F79lGeTB3uwB3uwnw/7amFr3APs7G81+oj32wvj2QEORiyi+5YzOP0BcvHQAfGDtu0dkcHBt6OyRA8gxIBTX3kBIY5oBPpErbQ7/SEOPPSK0ZfDIUF25/cXWg9A7Zbk1wnAynGIQn9efHvf6ICxAzeUsQ8Csrc8vGiPmUchzDAu814gavT9/voOzRH3+m2jehw6QFzWaJ/xxq8DxOwOkmnj8RLVcQwSDQcSkY8+7LfTCweuqd0e/EmYQl/EAvxFtvE8gEsprhQhlGzAXw7xL8fnZkh/7rZUUnmBWJ9+3HbO2fegiAtZAmuVn0OMm1sM/Vtjn/Pq/gZE9dpjHUXzb5jz+nG7M2cd8tuFcOERaZL0/dFpPWLbjIS9hX9j/sbYkc8gF2fxGndo/2ms9exPRZ8drW+17/O9edx6RGZ0VL40s2avc+zO5yELdVEIcpA+bEmGedLrW2Fd4jYjIuR8mEuN9mGL0ukOSa/3Y4x7SWDMoMXUg1kR22moy5h9FMDC0H8DIPkmbfIgqr/Hun/UCNPTWqO14Z/+J/8ZjBn3uTFOY+YXzf7Tv/iXRtfYycU5v/4P/X0oKVksllxf33B7u2CxWGGMYf74EUfvv+fAoyQhnc0gTbm7voPFks+O58ynM7IyxRrDdr1htdoglESmKc+fvSRPUySS2+sFXd3Rtg1JkvLo/BHGaLqmZrtZcHN9S1M3NE1LkiQ0TY0xmidPznjrrQt+/MEHdE1Nkkju7ho2myXz+ZxHjy84Pp6x3Wy5OD1ju96yWW+4urxifjQjLzIslqqq2Wy2AJydn/Lq5RWr9RohE4TMXMr6NGe13lBva4QQzDYpeZ747GE5RZ7TdRvH5A7JC4xBtx1CChZdhzVQlBNm8xkTL9B8fX073FOtAuMAWGs1xni2uXWC77ozLpRQKLJ5iZIJbecy40ljUUlCmmVIhcuMFoBpoSiOFO9959t0XcerF6+4vL7m5d/5EY8fn/Ptdx8znZeAIcud6HnbtXRdhclSEiWQmQCZ9Jpkwnq2uwnKZtKFE0sFCKQBre0AAgn/gsnRqrC6wyBYbyqqpuPtd96m1QYtLFK6LH5JkmCscGnvMwdqLhZ3WM9wMtaJa3dtR9e1SKlIlJvvjbEsFh1llpKoFKkUwmdRbOuGLE25vV1w1y44OT/jm998n9lsyna9ocxzbm9u+Oyzz1FScnHhwKJ6vaWtW6ZlQVNVSARKKKSSvPXkMXe3d+R5QZ4pdKepqgqVJDx58hitNVIp1us1Nze3GA/0NU0DbUvbqD5hgO40n37yGb/yJ/4Yv/fbv4e+/Byamma14fbmDpUorm5umR/PSdOMttU0VcNtu+DVi2tsW4GaQj51mkf35wN4sAd7sAf7hbavGLb25YLWROw8H3C+D+Ee95mUURmuIPc9EtMJzl9gAfhfe+BUv7z/LXowZuzsDE597PMP2wiEGPfIIG27YzvA0V67xT377RSx71eJvX4MLAkRQi/6Dgp1PlSB+yxmPsXl3FPBne+hxWH3IAWzR4ISh5a/BhTZPU/Wj84DndTrPgXnyK82B9sxtDF+63+wsvfuPj7PcdeNQMIDSNXhESDG+8eOMfvL7wP23sRGouZfg5C12IbQmgGQDr8tRFmhbD8nxICS8XtJn1raWO22FSEjl9/XMz2EZABfrPVseDH8+TH9piSM8XbRXG0Hfab7mJihdngNmj78FkBE4bG9Q2ydIyaEr6NrRwjXE9JlmhtC8d6g/tjRfN4L4USi3daDK1YI1199KKCl10WSdri4XzetvunN7HUnwEoQZmDv3HPQHlcRLtQa8IBN2HZ/LgiH7l8AWDlc2/5FiDWeJebHSQ8cReUEXaG+Jp5lFJONBhDwQF3wp8G64wVQxGJ6XC7sZoH/w7/wf2a72fTjIrDYPvvk+Wu7+RfJtqtxOu+uafntv/IfI4Sk7VyoTVXVtE2LtZaX6zWPvv1NrO44e/yYk/NztlXFRz/6kDprePXBx9wcHzE9mpIkCt1q2s6gteXu5o6yyLDacnu7oKnrfpuyzHn7/XcQQJcmFHnC8fEJm/WG5dLptgjrdd2ShKLIeO/99/pU6MqDwE1d8erFS/I8I0mdWLESkrqq6NqG2+tbxzjyGeHyIkdJxWq9Zno0o7uz3NzccXe7opxMOTs/462nT5hPZ2w3C4ejWsCLMxvtsmxZrem001pLkoQsd+npP/roUxfylOccnxzz6OKc2WzG8dGMpsUJj4eMk/6iECJx7QxsHuuYk1hD27aQKkKiBNuBEArT6h4o0dr4ZwyBVMpluxOKx0+fotKU29tblust6w42txs2reHx2RFFkfXz4+LyFplIrIIM2wtnS6VQidPscVV29ZRSOQa/AYPGSIVSEincHC2ldPUzxqWr14aqqmk6TVYqlLSgFFIlCJm4vJ7GoHDi25PplM16gzEOhFZCYYSma1qkUhRZEKTeMJ1MKPJi9Eyntaa1lsSzG+dHc95+6ylHR/NeVPz29oblYsndzR1FnnN0cY7RJyiEBzEbdNuRKMV0MiVLU+bTOZ9cviTNMlSi6GqnHVV4Ft96taHtOtarDZvV2r3kke6lRhhDWEHiQ6Y/+/xzTs5PeP+Xvskn1YqqbjBdR13XNE3DZr1GpSmT6YS2aTHahdNdrtdu/OgOuvbAC4gHe7AHe7Cvj30J8Gj47lyI3Qfp1z2diyE72Ai42P1+4JgjwMcXsMdE8sfeYSuJaJt9zZ7hLb/788BR5DSPnPBw6J0H6p0tolXBiTnQF8PX4dcI1/kCLys63OvClQZfSu4BSzsn9AstMKvGjJn7gY6e3eU3GyTF7ajeuwwc8Ubtine4v867q4LfLqK+jmvVC/oK54SNQ7T8jsOgigaFiD4Zx1DeV1dxzza7tuMA3t+6UNS+w/cFu9xj++c5diB/oc0PFBuBIGFZSHnes3v6DDkD88Jddj7VtlQIq3fmDbffyDw4EEBoIYbQS9szSewbncOB7cTw6Zkn/VXXz5FiPM5jQAHcG3APEGClBzrACoNVAqzwmnEW457XexaL29A4fZ4vM2as1yzbmz/j3zb87+rmQaN7L5HXzXGCAXB64zoeKsR9DgDMoUyW0e8Y/I1BHT+CwrkagUH9uIuLHKE/w2cAy/19xoZzM1othrFoQRAypA31HOvD+fnRBj1Ay1/5936Tu5vFqG1CCP6Dv/hXqat6r+u+zlZXFZ/+6MN71y+rLbOTY0zTojdbanVLU1XYagvGZQWj62g2GxLl5h1jLFYJ2qohTaQ7jw7lJssyJLC4XXB6fkaaJB78EBwdnVCWU6qqoara/sWcMZrNZsPFxQVFXrjwus3aZdoSgk3b0rUt01mJUYY8Szk9OSbLUtabDXVdOeaOdWFfRVlSFAXldEpZzri9XVBVNcZal0Gt0+R5TpZJuraj1hqdaPICEuW0bpw+m59bjXEhfcaBlm1Tu7Aza8gTRZJI8nyOEIIsK7DGhdJZa7BGkCgPLlh8bkGBlAlGQ9N2YNt+zBtjsMaBKFku+/nfRewKVKJIdILuLElRcHZ2RpImrNcbnr24JE0TJtOctJyQFQUWjbUdre0wjUFlEmUkCi+U78ORVSI8EwgIy4Vyz2HWhb3KRCExaOuYR0mS0mmNTBRISdtpttuKo5MTJ2EQ0hD3D0DSP7a4fmrqxukGtR06dX1utEV4cBgERmum0xlFUTomYeezvAnpM95Zyvmc6ekFZZHTVjXL5dJlzttULJdLqtWGRAhEWTAtS957713u7lz2OiekbSnznCzLaevOzzWh3w1SSMqyJEkUVVWxXm/ZVpUD/oSrY5ZlIEU/Z0rPHr67vOaD7/2A7/zqL3P36gnd5TVCKpQcWJ9N2zHNMhda7E2v1yAU2A7axn0+2IM92IN9Te1LhK2J0Te75w0cAFBiEGbkQw+/9xkNY2d77AvvODoEUCi8nI6Xx7sNb9ljf1jGjJQIOIrD2ILeR1/vqC6HqnyojQdN7AAiOyDS68xGz/sHw1dGTn8AsdTBTd7YXep9ULF3Tl6//T6gIcSgdfFFxcQtfB37ZdBQuj+gZ6i7IO5o6R8iLQIrdkd26Gz/mch+sXvYEATB235HOexr47YdYBgdrmeMLQztOtjeeJud7z9Z2Nq4yPF5/8VFj6y1fPzB57zz/lOU8mK/0o0OiyJRwQEfs0usCHwjRQ8memfdjQ2fPW0HiIuPG48JIYMHGBg9Tg9jdF4CuLJTnjH7h+h1cvaOzOiacVndQnr1eK51gt4GizQWIxzTRgq5E7JrfWiHv44OAuhvYDbiB/a4Tj/pDZ/C1zrCToZ7xBseu0fZX7eN/4tfOO8ykfbYp6/LKidw9MsAzokecArrbXwS+/YJjAjV8QHagVGxW1//pZ/rPZtiVHfhcjd5zhIuNAWs1T3hK9izz16yXCz7MRReEPzf/9U/x2efPLunnQ/2Zcway+ff/yEA6xcv9zdIMqi31NsNtdG4TH8J6miKEIqmaiADJSS6s8hMUhQ51XrN5fNLiiJ3QK91IsdJnpJlE66uXgJOF6ttWxbLBbPJEY+ePOHi0SM++fgTnj9/hgVyzwIxBjbrDZOy5Oz8lNOzE1abNVeXV9wtFixu71h7Taf3v/EeWVFw8SjhyVsd223NdlNRVTWvLq9RSlGolq7rAEuSpmhjmJQuC5tUymcjdCO/bVuMNpyfnXJ7e0vTNFijqSsnuKy7kixPKfISKZTTA9KtD+k0PShkASkkiUpprQNDNB1JmvbJKMPcjghaa/QvBpLUXbdGW7pOk2YZJycnZHnGhz/+kPlsynRW0DYdSdKh/GOYTZ3YtE1AKAcOSR96pq0lTRKsEGgPUiGUY0opiRISKRNUIsBqJ6AtBGmqaFqJVAlJlqGShKpu3BOKDzNGeEBbOI00jGMuJVKRpZlrf6PZsEVKhVIJSQSsJGlGmuZkaUJjLdp2Doy0ljTNMNpQzqbMJiXb1YrlcsV6tcZ0HetNxXqzQRrYrjckUpKqhNOTE/Is49NPPqOuaoyxHsyxLJYrTk5PSZKErnPsr8l0Ql6WrFZrFosly8WSpqn7ycpldctBhZcWApWmZFmGqWue/fgjvvtrf4zTt9+m6gx105CXJVlRkuQZ23XlwEHrGFXVtoLlGk8RdkKGP4Eu3oM92IM92B91+2qaRzvAx2s37D+H7d3LlANO8S6gcugQPvY7+BTBURCReKuI1sc0kz58LjCK+jeqQ8hXAI/koYP3b3J36zyu7BeKfO6188s5WLvH2y1zKK9/tzx6sR6/8H7zI+84qmK/CqOtxW5d4nUcXDcOZTzcP/F3S+Sbxsvv618PggyMKOGPNLBL4j487ISKnW/3deJuGOGXO8ehXTbE99mdto9RqdHy+8fTmzMr4iE8wmu/VCl/9Exrwz/3z/wr/G/+pX+a2WwCWIyVSGNAWgwWbS1WG5QPAzBG99nepQd6BkDAIqTyfRiAEIFXue/NBK0fb644DVY5R96HntrRyJaMtX7CzhYbaQaFsW6NoQc547nAahBfPnNMANFCk2ICzEGU6iBy9QXHiFps8W97rcBpTB9i9jAC/IEDg/fACH7jQW3vL+O+PWIWT3/jsq7+FheOsnvPsKIP7bUeSOtnczuAiu5c+xcf/bV/mBsc3txbXz4QzXGDtU1HVVf9uAnzyb/2L//f+Gt/+a+/cbsf7A/BumZ/me3Qd3fkZ+esF0vk0RFYw3q55PnnDWenp1ycHXN3fcsmTZFK0nWaZ5+9JEkSzi9OsUbQ+NA5ISBLSj788adkacH543NmsyPS5Jr1akN6kiGEYrlYY+qOajLh6PiIPM94dH7BW28/4e7mlmfPX/Di5SWXr655+523kV1HnueUkwnHJ5Km7ri9XfL7f+d7LO7uyGg5PTthMp3Stoa72wXWwB//tV+ha10mLSFEz3BxYcGCLE99tq2a9WpFmqYsFoLJdMJ8PiVPBQIXQiyUwGrjQArbgX+RZUSHwCCFy2ImpGdZKoPIBbNijkBRVw0Ip/uWqAQLqEQgVUcqBFXdoLUhTVPeefcdbm+u+eijj7m9u+W9997lydNHgFuvJBRFQZZnJEpF85wF63TchHXPAMY6AE2oFCkNiVIo6bItAgjPRErzEiUF08mEatZgrKHRmiTLfRZY/7wsJUni9I3aVlPkCbPpDCkVi8WSVy+uyIuUJ0+ekqVZr42VphlSCawHy9rWiZRbAUnixLerquK6qnw42ZrVco1KE+ZHR2RZQrWunG5empJlKc+fPef4+BiM5fT4mM16zWq1pmkb5HzCr/3x7/LBjz7CaM3xyTGTSclyueLjDz/l6vKaTjt2UpIkCOBusUBJiVAu46lUijQJIBjQ1jx/9pzTiwtW11Oaq5oky5jN5igV9K2UC3szhrvrG5ddzSevcPPvA3j0YA/2YF9fe2PwSCWRY+OzuXxZc374faBA/HsXQNpx3iPgqHfIgr7PQbAisIl6d3/0UBycmhC6FuoYGE27ZY3q3Jf1Zn1wqG5x077qfofAEhGcjFh89kA5bwJeGbFzs+z76/Xg1z7w4960G8y9YNHh/e45jtjdJlo4FLBTb0bjwXpHfsChwrhyDwt9mZGf5ZyzkPFqYMD1a3eoO/tV/6I+H5+wvbYf7POvPg5fWxM7doDfWHznj7KJBmTSv/VGgTECG8IWPItDetDaei2a8GzpAAx7YG4IP/y1aa0XRxV92uZQnvUPqcYYl8kMEFYhpcFYkLGyOsMYUUrSad2DDLvXyK4Fh7EXTX6D7rHWgJEYGRhG0f6+vGhjjHXAl4ozb95jQvgMkVFP9dnsEISwqXAN3wvW91pJP93xaq25v04HzAjnK7q4P79QuP4V0uF6wgoffmMcsORj2ZwYf8yC26lL/48DobRnTu1iRn2ItrX8P/7s/4d/41/5N79Mkx/s58Dqa5f9afmqGi3/fLng84/hV3/tV8nywrFtlBPiXy5X3Hz/Q/7YH/8lVCIdm+NuQaM1pydnfPzhZ3z040+4eHzGt7/zS1y+uqSuG64vb7m7u+PJ2TmJTBAWZvM5RZmz2awxxvDo0QVP3n6Lqmr4zb/2m+STgkdPnvD0yTscn536zGunvPfe+6zP1mwXl2AtbeNApuPjE9Is5ZOPPqWc5IRQ8izNmM5mKCUpJiXldMKqXHJzfcvz5y/58Qcf8st//D/HZun0phzYZEiS1DGZFGyzirrZ0HWOwaRSp/WEFWhrEJEoo5TuMVlK4UAfpTA+XNBoy3a9IU1zXr56SZYlnJzMUYni5kawXa/YVhuaquH6+ppW1yghmE5ywDG4tDYYrRF4AER4rTnh6g7SAczholWZCyTTFiUSJuXETR0GilxiBZTTCbO2Zb2paNoGlaQYD7opa1E4No5CUjUrEAJtLW3b0bZOJFvKhK5u+/DhJEkcKGMFTdfRdS7ZgxQKawzNpqLrOqq6oWlbtNZsNxVt3VAWJ0zKkixJENpyfn7GdDpjuVjz2aefkyQJ3/rut0il4sWzly6Usql59+kjLi+vSZOEarul6zqUUjRNxycffwpCUJYlm82GRCUcHx/TNh1/+2//vk8kAEfHxwit+exHH0BdIR8/ZnZywu1iyaqqXAZna8mKnLpusAiarqXTGtO0NFfXjk1uOhyDP2iIPtiDPdiDfT3tKzGPhBQoHw88Tv28Y+HtdmALhf0POlM7xxC723twQEaOfgTe7IZB9XvcAxztHmsACGIQ4jX2mvWvc9Li/Q+yrA6BH29yjKi8HkgJMdvWgDbjYg9s/8bHi+v+GvDoPmaREC5U4vC6LwaBRuNh99AH1o3CL3zde62XeL/ez3bAUQys2fDGLgKcYr2YUfmvAY4OAaSvs12drnFT9wG2ezZ9sK9oNoRhCYGQLtuLW+EEgLUJoIYc5prwJ4Pj0Y2AatuX7CywJl04gsAxjlzmG8CFmPTMyuHEhhCOAWgSfhn3gMW+jl+m/Xvz6gDcAO7tvHRTjLFeiwQ/p8YaGzZusTNjxkukEAiUj94KXJv9UDBsCFUe1sUi1WHdwXnpS7KG3tR6HawD4Fsf/uz7wvrYF6MTSG2fmXO8XzQ/WsFAHXXOSwiHFH69tbE7MwBBodygVWXMANr/5l/9G/xz/8v/3V5buvZBz+MX0X7/b//+6Le7FNx4fXY84/jkhCzPOTs/Z3F3S5pkJPOUzXaDIGGSz/jm+0eA5e5uwd3dglfPP6drrxzDpWkoJzlpmvm5z43hPM/49T/9J7m8vuXq6o7nz64QUpHlOScnp/z6b/wGUgqeffQBz5495/rmlq7rmB/NuLi4IMtSNuvKjUsBaZpQ1TXWWs5OTx0gohRnZyfMZiXL1Yrf+93f5bvf/WUuX7wiSZ2odZal1HXtQJA0QcnUMUlNC0JRFDnadGzXW4x1oVPSAy66M6AMUkkPHuHuC6lr5/XVDddX15xfnCKVu08Uecmf+FO/xtXlKz788CM+/fRTiuuci4tzTk7fYTabodvGiTqLQddHiMRl5VSpAzYQGAvaipAxBoNF+WyL4Ww6ZqFjQ6XJhPlMkmQNgsS1L8upm4ZOG4SyZKly84IVrNcbmrqmrhuyNOfs3XOs1txc3SCl4uT0mOlkQtd2jpWlXfa2PHMvWHTX0S6dXpJpOzKp0FZg05Q8TTg/naMErKuK6WTC6ekpQgheVa84Pj0iy3KyLGO1XEMiuXjyyIXtdQYyqKqKLMuwxnJzfcPV1SUqUeRZQd1UWGsoJyVnF2duflssMVIhJk74mraBroJmialnfPbZ5/zJX/9TPHr6hLvFkmIyY7OuMdL15cc/+DG3H39C++oSOgOmBVX6kLU18KDl9mAP9mBfX/uK2db2HYEv3n9vyd465/4cBo1GTJf+NxE4NAYg7gc3eoSgd7RGwqz+gTsQq0TI7rYTcnFfc4QQ/YP6G9tP4uj3zRRx09yyQNM1OHHbeF3sRL4ReLS/oIdBXrP/cB5E8CG9rpAethDsf38jAAbsaLnb9v46x8DRsE3PYhAEFZEIBKB/6xeApf4zBo7EfpjI6+r9xRZVcLfM+NeBMu/tq1/ogLM/JAusGc8sMtbp/OyaDHPOGGdxY4vEgT9iWDGEY3lhDT+GwttS61W4nLaGA1XCuZRyGHPjUxoyZ3kkNALDI1h0AGEZs47iNveSOK8Zsy48T/UsGCyY3ZAxIMjSYgVt25EkyoEdO+wcgwv7c3WzDkCKQCdX9j67bszyGYNbf5CsoxD25eoXznWok8BaBT6z3mBixKIChnOHmwt9td+8HgwhayBGieYOMYKfffacf/Z/8i/0bQi2Xm2cnseDfS2sF/8/YJ9+9DHPPv2MkKFV664Hf4wxLB6dsd1umU2nTKYTkiRlWiZUswlau5TuQkK3bLEIkjwhzXOMdWBkOZvydjHj8ROnpdU0ms22pm46Pn/2jPPzC05Ozzk6OmK7rVgsl6yWK6wFlSTMspwkST0D3tK2LZ3uePbsBdYan4JeobVms6mYFDkfffgxaZowm82YH82ZH7mwLKssxhgXMlbkNE1LXdfUVeW0e/LUgSBYUqVIk5Tw5CCl072RCFAKIQVZUnB3u2S92iClpCgKptMJUroMdU/ffkqeZ1zfXNN0NdPpDJWkTKcTujahqRusdiI7xrhwPCFiDaTAZgTl65EIhfJzvLHGp6N3zyBd19F2HdraCCgTtF3XP8a2vs1CSMpJjqk1xliSJCVNU4oiZ7VYobXL0qu1izZQygFbWhiEsf09y6iEtm3R2qCahkQ5lqkSRQ946bZjs1hx8u4xbevC+yaTCUcnx0il+OEPP6CtO6azKbP5HKkklAk3t3ecnBxzfHxE23a8enXJ3e0dSZIilGQ2m3F7e8t6vebm5pbTk2Mo3HGTNHX6XB3uDYfMoam5+t73Wbz/LvPzC+ZCsV5XZGVO6plgTVXTrDdQV4ACmYJunY6S10N6sAd7sAf7utqbM4/EfT/vcy4itCXECo8KOODZ7yA0lh3nRfg37f653fbMEIEQJnKKxODs7wAKu6DEF1tUzhfcMLw7MAJDYoud9x1cbNj0HrbOa2s3RhMObCS8voYdlfmlwIx7yr13XVTDYRMXYuHSesthfdxfEQgX20g8dpcxFLYZrYq3iUJehrPUO3GCoAUTAIAARsbAkdcVAZ+9bh84iuC0A8N9f9zdz1ALrQlbv/mY+Opg1YPFFpyocC5c6FjnzoR0fWuMAY1/Ow2IkJI+jKNecdUVagNYMAY4A5umTw8dWCxhS2u8PluseCT7ckV/bduerRTGYAQZjdvXfxvqE77ZgKj68owxPgtQYLLE5RkG3SWLtdpjVgqXMc6t8sVFIX+7oI/f37fRinGtBxZNoG6NQaThmvlJQzfDzjGYFs3dUoDx9fQd1q8b73LPj3vsQLa3Xp9tGD57p7KvB4KqqvmX/8V/da/o5WLNj77/4zeoxIN9Xa2pD2gpRXb96prtekuapqRZihCgu4a6qlHKUpQJWZYxmU1Js5S6bqhqpw+kVIIxhrKckqQp1gra1jBpWrbbmk8/fcbd9Q2zsqCc5ABemDlDdx1No5DSa/MUOUWZI4QkFzlGe0DMWjqtadsOayyJcqLaujM0bUVdJyRbRWcMqnL39NlsgkpTrHAAVRYQWIkHidx3B5o4FpIDawKILMBK0sTpRSVJihCSqqppu5b5bEpVVcxSx+rKJzmddiF5SiVYA21rsD6jpZQKIYwHnfyc7Bmuxoc2S4FjdfUh817wXhiscNOTEEPmNjqD0dB1TrMvzLE43Ic0USiR0CjXZmMcSNV2GpkkzE+OnJ5Qmno2lHTHtgKthhe+QkCa5aRNRyu2COOe8JIsQaWuX1brtQ+Jc/VWSlGUOXXTsq1rnj9/wfHxMVZYttWWpm15fPwWaeLZTdqx27q2dSCWSlmv10wnE4w2dK2mqRuyzItl+xhdrTUmxOtmKXSazkJdN1yUBWleslhtHPPMwu3tDe31DWy2fmxpSAowaxDFH8wF92AP9mAP9kfYvlK2NWcBiHjd9nb4vvMG3O274xQz3ua1jBQhxt9jsVnvvA1uUYzSDOWMcIaf8E1Cn1XJf+wHh4gxw2kPM9kHF/xeB7fpHa9QjjiwT/g90GuG39Hnm+hz9PvsACN7AMWBouJQNBs6W8TnK27ngXM1FBStO8T06Tfc+dxxUgMyFMAkgavPbhuFAwBGjKYAhHokaXDnD4/x+3+/DgDaAQGiz9c5xmN86ifyoL/29jd/8+/w63/PLzM/mjiww1gw7m28ELK/plzYltc/gmh8BHHNiF0C/fwQxkAIZwrsH5dSOmxrfbphl00sCJ4a64MVxDBWBTHJxu7Pb/faADzFm1vBsNyGSy6AJAIrAsMmXEO+nmjcfK2GS2zHRsBRf4vwLBr6S6sHbayN20a/0kbzaewQha77gwGThioGgNDaoY92J6EB3NpfN2qAGDaw/Z/o+8GtEEMxAmLh7H/v//cfDgLofo+mavgLf/4v/iRNfbAHO2h1VVNXh0N1klSQb6VjCFWaLM/QxtDpjmJScHpx6tK6W4PQxmvHCYqyJM9L7hZLVosF1XpNmiUOjDeWrm17YAYGwf9iUpIXKdYaTo6P0dbQtS1t26FUR6IS0hTado2QYLqWqtpihUVVlRO6VgKtNWnudIdU4lhEKnFzuzWGrmtd+nerEEJGrEp34bsQUBdqtlq5rGCTaYHuWl48f847774FuKxsRZkznx8hlNtXWENV11RVjcSSJsoxWgU9gwhjMAifIc4DQ+BAJhs9p1icJlo/34n+PoXw4dXaIK0i3DiEECRJQpamSCPoROf62LqkEUiNShOm8xldpx3Y5Q6F9qxYI/HAlkZrjdUWYcAL8pGlKRZoqhpjYbNeU+SZFxtXICVt13Fzc0vbdg5gnE4w1nBzt6KuG46fnDOfz6m3NZvNhvV6w3ZbYbRBSoPWmrpu3P3Zv0wuisLNi00LhWNyeVTNsaC0Qc7mtNqgpMveNpvN6DqDBm5v72gXS2gad64lYH0or6Mw/WFcYg/2YA/2YH9k7Cszj4ZXw/bwBv0r0+BoR6FkfZmH9Tfu08oJ+8T79aKpxKDJ4Mjb3eMcwGh2yACjzd7M77DEPsOhQkfliN1qjI8S7zmwD/DhXiHVqt83Bo0OsLmCU7rfZwyOxxt4V7uROmNtIl/X+A39aFuG4/fO3QGNqoPspminnW1i3213+eEzF7ON4vUeDIiBOgFWylFZIhp7QoAJ/UsIYYtqYIfvYlzRA9scqufYud7tmi86ZWMcyV8LD888b2z/1v/13+HJ2+cePMIDFQEwH+Y08ONeG6xSHkzsVa8xxFNBADJEz2wK5YVQuDjsyBrtxqlHK9wvgdSAkshemDqM3QGMEAcnkdj6CQRjOpw8UZRxzTIMmB2gA2GwtPgroPdqrInKfd1he7BKjPpFCIHEh+6h+yrsg9u2Px/714Ednatw0PuaP5qMe8Bp30I9nAMZoUj7R/9iML5vtugjIKzAZVeLs+cZ+OzjZxjtc9oZ18dGG/7Ff/Z/jw5v0x/swX6G1rWWrtWAZnE7BphOL46YzqYYA1WlMdrJoskkJc9zJpMpv/Irv8zl559yc3vHZrPxqd8NRnfM5lOaTqOURCknBi2kJCsKNqsVeZHTdS4Utpy4+3i9qQDBZrtFCidAbbqWthbYxCAKiUKx2W4RdY2SEpUoklSRT1LSLMdYQ9d2XnNH+UQJji2TJpnPkKjBM2KWiyXf+ta3KCcFzz//nFfPXziGFk7zCaCQkjzNCHNfXde0bUeaDJqgxhjHANLaPyIIP/0LPLaEkgKhRQ+WgOmn/yFpgZtPlYpedggQOF29kIFMSeVC5nbAeeVDvkI4trGWWrdILyQenkGtMLSmpalbzFZj24rOdBR5SV7krNYbrq5usNZSlCUnZ2c9C75rW5bLlcuqB5x6EfX1eu3OXaJYLVe88+7bWGNZrdbUlQPc1puNz9aW0XatA/5U4gCxPHP35rZB+v7XaEikCzkTkJ+c0BpD27QcneQ8festfvD9HyETxfLmjq5u3EAVFlQC7RbInfbRg1j2gz3Yg33N7c01j0ZP2P2raMYufGwWx//NYp98z+vdC7sKy2O8KF4g5Wh50JsYQUf9TZWdQnYOIIYAjH3YZdjuPj99z2WLRFuH9+jDxmNmyK5LExxR1789GydWe7bDTXukwBP31Q6YFLmi/bI/yHCmkRj1zvFjVsUwXuxouxGrh6EsIcXO8gPg0M6+99lIo2an34eQn6GoMXA0jD8nku3M+O3uG78Hba8Nr7E4lfb+7qN1e2FurwUUH+xNzek/hze/YSyr6BryQsXupa0HO6zTpzCyT18PTqfIATRjoFKIQTMnPPwDLvwL3NtcL+Ip/PE0Gt1aEqWwSnmNDNwYDSFvIp4bYxuYc7sz9wjsEYAVCDUItOJ1m4TwLKgwZ/nQkVgvLHTgcM1E81X4FEO7EZFu1KhGO+fEg0NiZx4Mm/bXggBhXVZH6bMpxnb/rH7IfKidcdpXw1v+/TqGMTCa+mPgXYRXHfHegrZp+5CRmEX7P/hv/zNcv7r5EnV9sAf7+bGbywU3l4t718+O5vzj/9X/Cn/sj/8x6rZjtVhyc3PD3d0t69Wajz/8BCEEk1nJo0dnTl/HWLq2o24a1ts1RVEwmU4oygJhLUa7bGHvvf8WUqRImSCU8mnYc/LJlLbrePbsOZvlygn9C0ta5BybKeXE6R5l5YSu1g7A0ZpaG5JEoWRCmmQombDdVqxWWwSK6XxGIhXlZMa7738DmQiev3jBt77zDa6vb8i2G04vTpiUBVIoRJIhhSJPnCaR1h1VVVGUEz+HWs8eUkghGMlWBiYNuE8NIdTZRGFuaZqCZxlZa139lQs/E0iMtmw2W7q2wxrTP9NKIUmlQirAWKqmQWuNVJIkSUjTFCkFXedZRxgqW5HPJFlSMJnNWSyWVKaiOMrptobf+Lt+g+Vmw83NHbfLFav1lvVqw/HFKVhBqzs++exTiqLg0VuPmc5nSCGpqoYszzjLMmazKeWkpNMdi7sVaaIR0omYSynodEfXNqRpQidd6J6Q/j4mHaBEXnJyeoIQgsVyxezkhMdvPeLDjz/h5vqO6uUrTO3Ybligc2zaoMH3YA/2YA/2dbcvDx7Fr7Tvc0zjN6/eqQkO+Bf5+6/V4/EpU4cQKgYWQMRk2Sfg7HoOdgCO7H51ejWeEa1mpwgCFGJHK0dZlXZwhUPMoHhdSMe9Dyzt26ifxHhZXPzgqoioGV8+lGP3XcsIgBmhg+Pj27BcDLpBLpvUDrA22k/srBs7nl/VeqDqEIAkJFEsUHR4QQhpC2//Qqja0N9u/wH4GnmLAwj1GiAotkNsi/uAo9e39wE4+knMGOPZHcObXBcOEAAS2QO6SZINz/PWgS3CCg+Cgn8kZ2C5hXMsnTi/z4IVX9c9kGRAyIFxKHCi/FY67Q0j3Pr4mpJC7Yy3148FQ7Hz9tniiEgRu0UEhpA/HgqjO68B4hydoGdhjfUhGvRAS2Bb7YXNRoe16L6fQs2GdfYeOhNooyNgDjCOuzRmBEbH6e8XkUNg47oO5yjWonLaGSoC2Yb7jvVaSH34SCg2ZOTz5yiEVWMNSafoEs3/8J/4X/G7v/W9/Yo+2IP9AttqseTP/Sv/+sF1SZrw7V/9Jdq2ZbPdsNnUbLfPMJ98ihCCLFVcPLpwYWjGePDE0LRbMDCbnZJkGQLldH+MdWFO2y1ZUfDuu+/4pzcHtlhh3P1dAFa7Y+Q5Qgi6tqNrOlKVkaU5QiiWyzVXl9e8fPGKf/S/8I/wox/+iJvrK9q2JskUt7e3TMqS29sFn378CU/fe4un776FAfI0wyROl8clRLBIFEUxQXetu9eIBJREScc26jOtdR2Jyj2Dx92njA9NU0piJQglUCgnmC2D+LYgSZRjNgmXQU53msXdAqUGUEkphfKZ30L2SAEulE9rTKuRuJQndVXT1LVjf6UJbbOlnJbc3FwjhOTi8QVnZ2fkWU5b13z+6UfkWUG7WmO2FbMkQdU1L+7WbKo15WxGkqZoY0jThCxL+fijT5hOJzx58pjz8zOmsxnWwm9f/S7Gs9SSNOPtt9/i4uKc/+iv/ibtJ5/x9Nd/nc12y2q1odsuHXBkDOrkmCR1LKXrm1s0kvnRCd/5zrf5d3/072Our6DVodW4kLXEfx7Qb32wB3uwB/ua2ZfQPIptCL+4Z3X0PVBmDzsyY9BgWBKXH4AnE0RsiYrzDtdB3+g+5ykgPwdasAti3HebGIFH9k0d9cOgyF4dD4Ab8Xch4zC8sSMWYVeA6J3eePOoV7/QrGdBDWXfUy9fp4NaI4Gl4NNvx+/eYwBmFwQ7FOa49/uNun3/ZNu4fhFjLLRxAIfU3n5xHa0Hlw6f/q8Gd7nLZXycL9r+UEfYHYCuT+POGLt7E82rr6OFh+dgcaiZY7+486MCO8e6bGEW49gpQiAMPnTAZ2EUjgvjGEwmAjEiYCWczx43Mb3ODoAVA6CBdSLd1sc/ufnh8AOuEAJtg9BqNMZl+cWd4cdkmMpDWmmQXusogG0NaZqB0BitEDIA4gGwT7DYni1l7DCHumxrgyz3G5mFumkcqBcTjCLw7d5d99aL6Hzsb2u0y0gkhN1dGZWgfLXszrl1/fAv/fP/F/7iX/jLe+Wvl5vX1vXBHuzrZl3b8cPf/QGB+bf/PODmpJtrSZom5EVGXqRkiUvtnqY5MpHkeYYqXaiZMSHYVqCUQig3Y7da03UtndZo0zogxXEWkVIikwRba6qqpSg1ZZkymZS0p8cURQkWVssV69UalQim8ynvvPMW1bbi+z/4Ib/xZ/40F08eIyUoDBJQSEgEaI01Bmu0F60WaGPRdNA5wEIohVSKspzQdR0qybHChZNpY2l8GVIpkiQlUSnDay4QSMc2ki6fpW0tuu1o2hbdtg5kSpQTRPf6S+HlibUWJRVGWRdqp12YmBCCtmnQxvgXGk7H6eTkjLbQTCYl0+kUieTudsH1qyswsK0qOqNRaUqW5yRJwkQJinLKbDKlLAvy2ZQky7i5vQUs3//eD/jgRz/m/W+8x3d/+Zf4e//+P8Ojiwv+0n/wH1LXGmtbmrbFWMtkOmFtt+RZStO2VJef0qwWqEnJ6Xffg2TC+eOnrDYVs/mUk9MzbhZL/sL/6/9L+4Pfw9oEUuVC1LTXPVICtHWi4zvM0gd7sAd7sK+bvTF49G/+v/9c//2P//Kv8Ou/+ifud9xH5CQRgTCvfxMeQKL7fg/7Mjg+IhLGPsTsEeMdh3oYDu0S4UqvdfxH29wDYuwCPPHCQ+FOY1BtvD4GE+SovBhgGw4wHHvwbUT/N0KDXmsCgREuUFzEhY52HzRchLAMaFNoR9AEco71qFL9/uNjhgPEfTiq7RsDR0NfHhxfgJVx6KNz9noQyY+voQ1hZzXug4F2dD8oeM/vffMg2x8Sc+gBK3ozaztN2+ro2jMY435LaX0GNBcmIL1ckBPudCNJ4mM6rfLjyIdc2QBCSRwLj5GemfT6Gr7EHkxxwAW+Li59NCGEaofsafqx7Jc47GbMitm5ngeLB4gTXd0V+7f+upZKAB3ah3T16FJUktj7EfpizLKzUT+4JhkXvhfPcb6ggFEb4XccTWm7wNEBGuhBc/toY5HCManC3KGkBKUwtkNbPWTVs2Ko81Az/tK/+x/x5//sXxgXL+DTj56xuF1+UUUe7MEeDIYsWQzXVmyff/AcCKC5Y4ZK6YDsX/k1wXRbUZYz0qxAyIROWzptnfZOePz1+6pEooQCXDha23WkMiUVkkRJTJaiNTRNQ+LD4OazGfJI0HUtZVnQdjOwlqIo+e6v/DI/+N73efLkMUcnx6RZStd2GCF68WvjGVNYsEaw2Wx8Njk80OVDWY0LX5ZSolSGMaB150KkLWSpy4DnwrfcCy9rDG3rhJ7ddtIzdSy607RdR6c1RVmQZSlJmvqQtMSHY3f+Ra17QWKtQiuFkZI8y0kSp5sUQtfatkUwRRvD0dGcPM8xxnB9c8tqtaKqKoSUrBYrrHWsLpUmCCtQQiKU9cfPscayuFuAheVihWk1bWt5/skL2k3HO++8zeNHj/j2d77NRx9+zHa1pt1WGGM4Pj7iFZKuc2BcCHGWRcn0aE6rnTj6dDrDGMvLF5fY55c0L68gZKWz0GdIUMrHpgNmy4iN+2AP9mAP9jW0NwaPPn32ef9dG83t3d3rsYde7GM4xJ7zf8DE7q9oQZwiOgYukkTxD/+D//De3iMPafR9lCPrC+rwBeZDH8bO2Li0GLTYA4Xi3wfAooPf72NUReZzP/VhdSNw6UuwWtx243CToa5DH460jvouj1lhwbnaAZZGxUV9NOyys86bfIO6i/uBm10gaWhPFJYk4vpG/R6zQ+J9xa5myw4o9sZg0B8waPQav/nLAkl/+d//S3zv978e4TX/yX/4O1hr+c6vvO9CBAhizO4vfIt9GhuAmrjDLQ7k8QLXAesw4eHUaylYcGBE9GYzgCzh7XtwoJQHOw2ubCGcZpAVLgBiqNMYyNn9Nlh8XcaLAxfIjMEfI/qEcmEbD5eN9+/DtMZHGtoUYz9u79DGPmQiElbriY1R+QHYjc6IP5Doy3HdvH8h7OqFDX3vz0s418L2faP9eRQIPv34c/7Cn/93hhPuKsz3/vYP+e3f+jsH+vnBHuzB/qCs2hzOAAfw8Y+ekWSp0ydSCQTmkbX82t/9G5STKUmWIhKFQCCF8qxOQZokGGERxrF7FMIJYHeWrtNOhyezCCmRStG0Ladnp0ymE6pqizEds/mM9WbD6dkpWeZEnK1nCinlGUAu9WT/cqGuapSSjvkT7gVhfvMaQ0IYx1TyN28pBNLv48LY9FB2P8da8MxJY3QP+KSJIi0KF6qWJI6N5ec+Idx9xgL4cO1Qn8mkJE1Tmqahqmq6tiVJFEWuqDYVqihouw6tTS/HUE4n3FzfUjcNaV6gshSVJOhWu7BggXshI0AbQ91WWOPAOqUUx0fHJCplvdrwo+9/QL1p+FN/4tc4Pz3jgx/8iLZrWdzeuBcOSrKu7mi2ms4YSFNElpLlGYlN0FqT5QVV3XJ3ecXy+g6WCxAZWONYRgM/3n+GbKIPb98e7MEe7OttXyls7dmLFzx78eIPui5f2ZIk4a2nb+0sPQDS9HYg9GDY67Cjbfe3G764lQEc+O63v02iktHW+4DIARDlDcGj14EQQzhVCCsJTlDgL0TA0ZuCRzKqc9zwg/UV9GFrob4j1zAGjASjpt8Dao3XRQvfhDm1x2Tr/4n6Kga4xAAOCTHetgeN5E6Bh0bNbijllwWEQj/+AZmwI6Doq4aq/fX/+Df58Y8++AOq1M+3/fbf+D5P37ngO7/yvg/LdHyiEXNP7IaIRSCH/22xGDs87Av8g3J/DgbwyFiLNJIYLBqdqwC0CPcmuR+vuGteIAgp7H2OrtE4HIqK6aFRC0K4XZjT+n+jjWyosq+bFfh8xoi+gsN2wxGtr1OPjI36aWTulXe/VOyutEPxvei2jNsq+sYOUak7oS8RgBX3T9xF1s/v203Ff/LX/iZGG5cRSUikEPzwez/mz/7rf54He7AH+/myV89v7113dHJCOZ2SpCkqVdEcatBGc/b4nHIyAS16vTOlEsDSdYa6rtFakyQpUmt01zGfz5kfzVmtlizubtFdx+JuyXvfeLcP87WA1S7NfdAsAsdECok96m3daxRJ4ULmpJQon4Wts07MWYR9PBrfB/waH9Ic5kkv9m+spes6dKexWJdlDgFKecDKSw8Yz8q3ro7a6/EppchzQZK6kD0hBG3bYI1BG0OiBCJJ6NqWRkloBCpJmEwmpElC02kWH32CSlLysqCYlCilaJvOaQRK1xYdJmRrWS3X6K5DSMFsNiVLc1bLNZevrqirml/9k3+M2WSKEpLLq1c0XUPX1qBgUy1pKx/OlxWk5QxkSpYWtNqgjNN82ixXXH/6GTQrSGc+s1rIg4mjgCnhWEkP9mAP9mAP9lU1j36+rOs6/u3/57/9s65Gb/+d/+Z/i+lkQuzyDD7NYVAI6MV1xRdtdx9rK1puAvPIQpHnlGU5bBOxat4khGovNOtQPWJQZq9i8VIJ1vQPSveJfI9/xz8jYOcN8Jh98Gjf0d/ViBG+/EGDKnKed1KsB4bX/nHHjXpj0tEfkr0OOPoiIOnrLrw9DH8x/vOgSiyKPdbrEj3jKIhdg2cD2qHfLRZhAGmRRmC9roILWXAPrFI4BQ5r3YM8psGQeOzKoRzaB6vJwLCxrs5xtsEhxC1CbSNmj+gpUFH7exDVrwgf2u/hXk0jRACr+oYOR7XhTbij/wsVi07vjq8YZh6DVqEWDvcZQPte3FWI3gnSY3Rqz+KMaYO/Ynnx7OUgjO6P9fzzl/zP/qn/9f2FPdiDPdgfGfu9v/G3Xrv+T/4DfzfvfPN9siSnqRuMtU7LzbjkGNa6DIlKdqR5ChgocvI8AztFdw2r1Yq2bcnzHGuFy/zuIZ4+fFgKhPFSBElCOSlYL9a9XlqSpmRSoQKQJCR1ZxzjSUqveySceJywJInLoiYJQtrGZ6AzGCxN02C0IUkTyqJgvV77uc61wUb3ggA6tV2HlJJEKbI0YTIpyfOMuqqpthWbzYa2bZAYpPQZQTuNtZBkKeWkpChLPvv8GVXT8uT8nOPjE7K8QBuNWW4QiSLNMqRS/buKRCqWiwVt02CMYbPZYAsHkqWJYrFY8NGPP+L4+Jhvf/tbvPeNd7i8fsX3v/d9VJa57JVpB0qSFUfMzx6jyUhkQWs0tqqp6xZd1XC3ANy2tJ5p29/oDMiUEaD0YA/2YA/2NbZfCPDo583+5X/tX/1ZV2Fk/9A/8A/yX/rH/4tfce/BeYvDz9zvfXAsvrWOYJp4X68XtLfRPSDLKOwlPNi8EXg03mbMfBqOtQ+CucPYEctL9Bo3Mbtrtwr7QMt+6NpuqMxP02Kg6E3rsb/P18sGsEh94bYh3bwL9XSgjTYaY3G6DlKAtAgzir3ymhQCpERiUFLQ1h26a90DtfLgshA91hN+74bCmgg0keyAg3asHDIQML1LEzEFd1rmmTuBzWP//+z9a7B12VUXjP/GnHOttfc557n2PSHphNxIwiUkIEaEYCBEIqQEQ+SSApS3wDJQVAyUb4oCgpZRLCk/vKWEv4JSiBQBERQFFCqg8AYxRIGXizE3iEl3J317Luecvdeac47/hzHGnHPtc073051O0kmv0XX6OWfvdZmXMccc4zfHRT2foKfeFWPlnMrn5dE3SGwn5iBoGTk4baQlCpdL7JRdwTXvsSsQHNFsLG6EttsRX/MX/68bv2GhhRb6pKPf/39/B7////7Oqd995p99Me6482lIMcI5xrAakDjh+rVDjOOErvM4f+E8tpstbrv9Nqz31uK9kwjO+8bLiOGcLyA1kgBGq/WA4yPxbHLOSRVH9Rrqe4JzXS1PTwJvJ827xxlS5VIPCDgzguuQiTFuj8ApowseQ98jeNnPslZR85DcbqbDRM1jZNXcsnoYeefRDwOG1Qr7e3u4fu06rj14FRwjzp3bR98P8H2P0HU42hzjA+98Fx68/0EwCM99/qfj4OI5gAib4y2214/B3uHyzTcDAHzXwTmHKY44PDwEckLXBUzjhPe/7/1YDSvcdPNNuONJt+HD99yH/+/3/gA33XIznvvpn4aLN52H64DDoyNs4oijo+u4cuV+pPUK/tw+VkMP7z1SjnDkgS7g6n0P4P57PwTEDUB7wOYIso94VLAoC6i0AEcLLbTQQgAA4qXU0kILLbTQQgsttNBCCy200EILLbTQQmfQ6TE3Cy200EILLbTQQgsttNBCCy200EILLYQFPFpooYUWWmihhRZaaKGFFlpooYUWWughaAGPFlpooYUWWmihhRZaaKGFFlpooYUWOpMW8GihhRZaaKGFFlpooYUWWmihhRZaaKEzaQGPFlpooYUWWmihhRZaaKGFFlpooYUWOpMW8GihhRZaaKGFFlpooYUWWmihhRZaaKEzaQGPFlpooYUWWmihhRZaaKGFFlpooYUWOpMW8GihhRZaaKGFFlpooYUWWmihhRZaaKEzaQGPFlpooYUWWmihhRZaaKGFFlpooYUWOpMW8GihhRZaaKGFFlpooYUWWmihhRZaaKEzaQGPFlpooYUWWmihhRZaaKGFFlpooYUWOpMW8GihhRZaaKGFFlpooYUWWmihhRZaaKEzaQGPFlpooYUWWmihhRZaaKGFFlpooYUWOpMW8GihhRZaaKGFFlpooYUWWmihhRZaaKEzaQGPGnrjG98IIsK99977cXk/EeGNb3zjx+XdAPDud78bwzDgbW97G37t134NRHRDPx9v2m3P+fPn8ef+3J/DT/7kT555z+/93u/hm7/5m/GMZzwD6/Ua6/Uaz3rWs/Ct3/qtePvb3z671vjCfpxzuOOOO/CKV7wCv/mbvzm79p3vfCf6vsc73vGOj0pfF3ri0SKXFrm0yKWFHo+0yKZFNi2yaaHHIy2yaZFNi2z66FH4eDdgoUpve9vb8Cmf8ikft/d/53d+J172spfhxS9+Ma5evYq3ve1ts++/8iu/Es94xjPwj/7RP/o4tfBsetWrXoXXv/71YGa8973vxZve9CZ83dd9HZgZX/d1Xze79od/+Ifxbd/2bXjOc56D7/iO78Dzn/98EBH+6I/+CD/5kz+Jz/3cz8W73vUuPOMZz5jd90u/9Eu4cOECcs740z/9U/zDf/gP8UVf9EX4b//tv+GFL3whAODZz342vv7rvx6ve93r8Ou//usfs/4vtNBHixa59OhpkUsLLfTRo0U2PXpaZNNCC330aJFNj54W2fQJQLxQoe/7vu9jAPzhD3/4492Ujzn94R/+IQPgX/qlXzrzmjvvvJP/0l/6Sw/5nJwzHx0dPdbNe0gCwK997Wtnn73vfe9jAPyFX/iFs89/4zd+g51z/BVf8RW83W5Pfd5b3vIW/sAHPlD+Posv3v3udzMAfsMb3jD7/O1vfzsD4N/8zd/8SLq10ELMvMilRS4JLXJpoccbLbJpkU3Mi2xa6PFHi2xaZBPzIps+WrSErZ1C73//+/FVX/VVOH/+PC5cuIDXvOY1+PCHP3ziup/6qZ/Ci1/8Yuzv7+Pg4AAvf/nL8T/+x/+YXfNN3/RNODg4wLve9S684hWvwMHBAZ7ylKfg9a9/Pbbb7eza09wcf+M3fgMvfvGLsVqt8OQnPxnf8z3fg3/+z/85iAjve9/7ynVPe9rT8OVf/uX4pV/6JbzwhS/Eer3Gp33ap+FHf/RHb6jPP/RDP4Tbb78dL3vZy25skJo2f9u3fRve/OY347nPfS6GYcCP/diPFTfJX/u1X5td/773vQ9EhH/5L//l7PO3v/3teOUrX4nLly9jtVrhsz/7s/GWt7zlEbWlpTvvvBO33HIL7rnnntnnb3rTm+C9xw//8A+j7/tT7/3qr/5qPOlJT3rYd1y4cAEA0HXd7PMXvehFeO5zn4s3v/nNj7L1Cy10kha5dOO0yKVFLi30saNFNt04LbJpkU0LfexokU03TotsWmTTjdICHp1CX/mVX4lnPvOZ+Jmf+Rm88Y1vxM/93M/h5S9/OaZpKte86U1vwtd+7dfiec97Ht7ylrfgx3/8x3Ht2jV8wRd8Af7wD/9w9rxpmvDKV74SX/zFX4yf//mfx1//638d//gf/2P8wA/8wEO24/d+7/fwspe9DEdHR/ixH/sxvPnNb8Y73vEO/L2/9/dOvf53f/d38frXvx6ve93r8PM///P4zM/8THzzN38z/st/+S8P2+f/8B/+A77wC78Qzj1ylvi5n/s5/NAP/RC+93u/F7/8y7+ML/iCL3hE97/1rW/F53/+5+PBBx/Em9/8Zvz8z/88XvCCF+Cv/tW/ekIo3ShduXIF999/P5797GeXz1JKeOtb34rP+ZzPwR133PGIn5lSQowR4zjiXe96F1772tdiGAa86lWvOnHtF33RF+EXf/EXwcyPqv0LLbRLi1x6ZLTIpUUuLfSxoUU2PTJaZNMimxb62NAimx4ZLbJpkU03RB9fx6fHF5k72+te97rZ5z/xEz/BAPhf/at/xczMf/qnf8ohBP72b//22XXXrl3j22+/nV/96leXz77xG7+RAfBb3vKW2bWveMUr+DnPec7sMwD8fd/3feXvr/7qr+b9/f2Ze11KiZ/3vOcxAH7ve99bPr/zzjt5tVrxn/zJn5TPjo+P+fLly/yt3/qtD9nve+65hwHwP/gH/+AhrzvNzREAX7hwge+///7Z529961sZAL/1rW+dff7e976XAfC/+Bf/onz2aZ/2afzZn/3ZPE3T7Nov//Iv5zvuuINTSg/ZLgD8N//m3+RpmngcR37nO9/Jr3zlK/ncuXP89re/vVx39913MwD+mq/5mhPPiDHyNE3lJ+dcvjO+2P05f/48/+zP/uypbfpn/+yfMQD+oz/6o4ds+0ILPRwtcmmRS4tcWujxSItsWmTTIpsWejzSIpsW2bTIpo8eLZ5Hp9DXf/3Xz/5+9atfjRAC3vrWtwIAfvmXfxkxRnzDN3wDYozlZ7Va4SUveckJ1z4iwld8xVfMPvvMz/xM/Mmf/MlDtuPXf/3X8dKXvhQ333xz+cw5h1e/+tWnXv+CF7wAT33qU8vfq9UKz372sx/2PR/84AcBALfeeutDXncWvfSlL8WlS5ce1b3vete78Md//MdlzNvxfMUrXoG77roL/+t//a+Hfc4//af/FF3Xoe97PPvZz8Yv/uIv4id/8ifxohe96Iba8aIXvQhd15WfH/zBHzxxza/8yq/gv//3/47f/u3fxi/8wi/gS77kS/A1X/M1+Lf/9t+euNbG8gMf+MANvX+hhR6OFrn0yGiRS4tcWuhjQ4tsemS0yKZFNi30saFFNj0yWmTTIptuhJZqa6fQ7bffPvs7hICbbroJ9913HwCUuMvP/dzPPfX+XVfBvb09rFar2WfDMGCz2TxkO+677z7cdtttJz4/7TMAuOmmm058NgwDjo+PH/I99v1uG2+UHo3LoJGN5Xd+53fiO7/zO0+95kZKbb761a/Gd33Xd2GaJvz+7/8+3vCGN+BrvuZr8I53vAPPetazAAA333wz1uv1qcL3X//rf42joyPcddddeOUrX3nqOz7rsz5rJvi/7Mu+DJ/xGZ+B1772tfjKr/zK2bU2lg839gstdKO0yKVHRotcWuTSQh8bWmTTI6NFNi2yaaGPDS2y6ZHRIpsW2XQjtIBHp9Ddd9+NJz/5yeXvGCPuu+++spiN4X7mZ34Gd95550etHTfddNOJBGHWvseSrD/333//o7qfiE58ZottN4ncruCwd7/hDW/AV33VV536/Oc85zkP24ZbbrkFn/M5nwMAePGLX4znPve5eMlLXoLXve51+IVf+AUAgPceL33pS/Gf/tN/wl133TUTks973vMAYJa07uHIOYfnP//5+Omf/ml86EMfmiH9NpatcFpooY+EFrn0yGiRS4tcWuhjQ4tsemS0yKZFNi30saFFNj0yWmTTIptuhBbw6BT6iZ/4iZl73Fve8hbEGPFFX/RFAICXv/zlCCHg3e9+N/7KX/krH7V2vOQlL8F//I//Effee29h2pwzfvqnf/oxfc+dd96J9XqNd7/73Y/ZM5/2tKcBkCRxL3/5y8vn/+7f/bvZdc95znPwrGc9C7/7u7+LN73pTY/Z+7/gC74A3/AN34Af+7Efw9ve9ja8+MUvBiBC7Rd/8RfxN/7G38DP/MzPnMis/0gopYTf//3fxzAMOH/+/Oy797znPXDO3ZCgXGihG6FFLn3ktMilRS4t9NjTIps+clpk0yKbFnrsaZFNHzktsmmRTbu0gEen0M/+7M8ihICXvexl+IM/+AN8z/d8Dz7rsz6rxKY+7WlPw9/5O38H3/3d3433vOc9+It/8S/i0qVLuOeee/Dbv/3b2N/fx/d///d/xO347u/+bvz7f//v8cVf/MX47u/+bqzXa7z5zW/G4eEhgJPulI+W+r7Hi1/8YvzWb/3WY/I8QFxFv+RLvgR//+//fVy6dAl33nknfvVXfxU/+7M/e+LaH/7hH8aXfdmX4eUvfzm+6Zu+CU9+8pNx//3344/+6I/wjne841EL17/7d/8ufuqnfgrf8z3fg1/5lV8BAHz+538+/sk/+Sf49m//drzwhS/Et3zLt+D5z38+nHO466678G/+zb8BgBPCAwB+53d+p5RzvOeee/CjP/qj+OM//mO87nWvO+Ei+lu/9Vt4wQte8KhjhxdaaJcWufSR0yKXFrm00GNPi2z6yGmRTYtsWuixp0U2feS0yKZFNp2gj3fG7scTWRb23/md3+Gv+Iqv4IODAz537hx/7dd+Ld9zzz0nrv+5n/s5/gt/4S/w+fPneRgGvvPOO/lVr3oV/8qv/Eq55hu/8Rt5f3//zHe1hJ3s/MzM//W//lf+vM/7PB6GgW+//Xb+ru/6Lv6BH/gBBsAPPvhgue60zPnMzC95yUv4JS95ycP2/Ud+5EfYe88f/OAHz7zmrOz8r33ta0+9/q677uJXvepVfPnyZb5w4QK/5jWv4be//e0nsvMzM//u7/4uv/rVr+Zbb72Vu67j22+/nV/60pfym9/85odt+0O14bu+67sYAP/6r//67PP/+T//J/+1v/bX+OlPfzoPw8Cr1Yqf+cxn8jd8wzfwr/7qr86uPS07/+XLl/nzPu/z+Ed/9EdPVA+4du0a7+3t8Q/+4A8+bNsXWujhaJFLi1xa5NJCj0daZNMimxbZtNDjkRbZtMimRTZ99IiYmR97SGqhjyZ96Zd+Kd73vvfhne9852P2zM1mg6c+9al4/etfj7/9t//2Y/bcJyL9yI/8CL7jO74D73//+xekeqEnDC1y6fFNi1xa6IlKi2x6fNMimxZ6otIimx7ftMim02kJW3uc09/6W38Ln/3Zn42nPOUpuP/++/ETP/ET+M//+T/jR37kRx7T96xWK3z/938/3vjGN+Lbvu3bsL+//5g+/4lCMUb8wA/8AN7whjcsgmahT1pa5NInFi1yaaEnCi2y6ROLFtm00BOFFtn0iUWLbDqbFvDocU4pJXzv934v7r77bhARnve85+HHf/zH8ZrXvOYxf9e3fMu34MEHH8R73vMefMZnfMZj/vwnAr3//e/Ha17zGrz+9a//eDdloYU+arTIpU8sWuTSQk8UWmTTJxYtsmmhJwotsukTixbZdDYtYWsLLbTQQgsttNBCCy200EILLbTQQgudSY9NeveFFlpooYUWWmihhRZaaKGFFlpooYU+KWkBjxZaaKGFFlpooYUWWmihhRZaaKGFFjqTFvBooYUWWmihhRZaaKGFFlpooYUWWmihM2kBjxZaaKGFFlpooYUWWmihhRZaaKGFFjqTFvBooYUWWmihhRZaaKGFFlpooYUWWmihMync6IVE9NFsx0IfAb3m878CT7/lycgpg2NCTBHIGQTAMcGmjpmROIMc4L0DvEPf9djrBrjeo+s65JgABnLOSDkjpwzAwXceRCR/OwfyDswMAsE5Asgj5wwr3uech3NB3k0EOAKIQERgArK23XlX2kcAHOQPSoycMnJK4JzBMcORAwIhdB4ueH0OI3NCTBlWN5DBADJIX0IMgDKICGMaMaUIRw7eeTjnADiACSD5nciBtK3Oy/gxGMwMTgk5y++OAee0T2DkzCAieO/AjpCz9CHp+xCcTQTA2mHv4IiA7JGmhMQRzNJW7zwAIKYRMSUZLyI45+B0zLI+BsQ6joRtnsCZgWxDL20EM1Jm5JSQOSOVkZJxTDljzAkpRqSU8M73vwe//j/f9rD89/Eu2LjIpk9M+rNf+vn4lGc8paw1Qp3H9cEa/dADEJnDzMg5A8wgRwDoBN9xywYEWQP2p60BAhyJzCGQrmsgm9wigiMC59y0h5GZVRbas4Tv2x+50j4HTCAx59IO6Hes/0lTRVbYu1JKSDEh5wwXPDzt9FfbLlc37c8sspK1vW37GtkMyPU556ZNXNqdORf5RCCklHQs7X6qch36LzkwA8nkHRNSikgpS9+YwZwxxShyPWeknJBilv4WuZpx/3s+iDTGh2KdG6ZPdtnkAPjmd0Dkuc0W6ef2e/uTAIx6f6+fcfM5AHQQJbGzawiYGNjutIP0Omr+trZ5AM6JCpDzvC1GzPLs4ADv5XroNulI/ia9f0rA4QhEAEPT1/Je0rGg+kwCEKO03QMYeiDYwAl7Yr0CKANsP7KkwElUAyKg65XtdbBymo9DWaJO2twFQgiqO+WMacrYbhnTBNBKVQF9D1j6TgSME+QaHXOGtr0ZtMzAEQP3L/WSPyHpk102LVTpJS/+M/i/vu6rsX9uHyCH7fExDq8fih2hNgARIeUMNjsieHQhwIcAJLHZZK/MCF2H0AWMx1v4VY8/+N0/wHOe80xcvukyVusVnHfYbkSPDyFgSgnHx8fYHm9AOePSpcsY1muMmwlgQjes0K3WAHnEzRab4w32D/ZAnQfnBI5bxDhi2m5w/fg6tpsNrl85RE4J6701Dg72sV6v4UKoewwRyBE4c2k3UNUGzhnjFBFjRFh5TGMCM9D3PfbWawx7PWJM2BwdYbPZIqUk9hoxgg8Yhl7GhhkpZcQYEVOE54wUk9i6RAghoO97hC7g8OgYMUaM44RpiogpYUoJOWV477EaVhjWA7phQAgdcu60zTe4VljsqBgn0ZvYtooM5qQ6ltqWzoGc6L2y37Dew8gZxc5kZtU5A3zwSHEEc2peqbYmt80QO48oy6amuyQjI00Trl0/xLVrD+L/+Rc/gePN5pRuPLxsumHwaKGPLr3mi/8ygg8Gncj/mUFMyCkqiMIFYHHew5EHgfDkS7dirx/AWcANsCjnnLOiNK2RkgEvgoi8qJspJyABiQg5qcGj9+ec4RzA7NQIYRCZMSArI2eAKM8YHQBSigLEqLEHIgFRHAlOg2poWb/NoGI1hMxo45SQHcNlh5xd0TYN/JBecv3XjJ+iVVJ5X1U1oVqqgkcz8/XhiZwBZwqMIdf7izGWC/BEFd2aaYUZDKQMcoTggjSadWySgELeOzHgmgayvaf+JcZ1rn+aidkMiRrqgOMKPhEECPMM5DpdCy30qOkL/tJLMKwGQzf10wq03Hz7LVgf7OnGaHJCyBmYRGJ8pZxAClAUvmSStSOPFUVFvyIA2VUT2niebLnC1qzc7MxCkxaCFCARYJjgOAPsmu8IQJ7Ju2ybvDStAEiybtsFJYuxlTYV4FdFxREIDg4yNqh3Nj08Y4O3vjbv2l3MHgA5LzJG5Tll1v45ZJVBRITgPZITpbZMAAGOAnZ1DO8cHILIb/bgDICyqi4OIAdyOoZcx9h5p5a7B7AInhsl43ADbhpcQw8FzuQSAXX0XuMw2yO65sehAYUI8FwBq/aeXTIAyVH93sAPhoAfWdnTQ8CcvlOQKDUAjm73qq7AabvsvSf6x7qdGzCjbYD21cApW5Kc5X0pSd/sbMfAaPJ1u551GvIcRm2rNcrelzIDKRWAOGUDlGWbL/OlYxG13zHJZ05BKOu3c00TGKAE+Ayc3xNwLCnQBQCbDHz4scFgF1rok57+79f+TQxDX3Vk0+ubvRyoBzZ2HYBGx+EiG65efxBZAY8n3XEbLl88j5gSuuCxPneAc3trxCgHueVQ2Dmx7ex3bYNjwHuPcRwBJoSug+8Cpu0I6jxuueVmHJw7QKcClBlwXq1FtSv23B66zmM63uB4c4RxmtCFHn0/wHcOZk35zmHtBpBjIEcQ57IJPHjlAVw/PIQj4ODgAOv1Guv9PQz7B/DeA3FEnKLqY06cFMDlkEgHsIxjCPL59ePr6LoBzMB2O2LcTBg2HYa+h3cd1iuHcRqx3W4FAEkCDK2cgGzkHBiElBirocfkJkwpyquIwTkhToxr165higledc4uBIS+gyOC9x4hdPDBi11ndvOO7iRT3RpiVSm1A7v2WrLDP0B1RzcDj0wTZObCWwXsyaKfmY7siJAdqZEmlLPZtfVZ4qSRRXckQDwJUI27Og2Pmhbw6DGg2y7cjE9/6rMBGBjSGBWqGAu0IIY+GXhCBpIwnnfns+DJF8OGVFgRE9I0IcUITgJOeCI4H+BdAIEwjlukaFoCi8GhzMqcy6m2d04RUNHTHVC8dyiRGAipEZBmLDTnmFw0MumnnTqbISVEiqJmEDEcS2fJOVkIjeFm66Q+vVpRWU/McxYB4yDvzexA7FRJrNCJgSm2LAxWAdEsPtPWWdkg2nPQszTh00gRYnJoBIPdT6romcHZqOBmR6oXlj1L+MKBSD0AUi59cETI+jlTHafSRwWRipJrY8M6Hw0gVYWitqjag9XjipoxWWihM+j5n/sZCF1ogBDlUWY89Vl3ivfQzKuobq5l7Sm/tZu0/W6ejcwM9i0P6zXq1cOwDRPVsGtAK5E5cxxLlEICiFGWCup3shapfudMlhYBIu/cURbg6j25fnqK0lFGpBENuv4gfbHTO0AeJt6eLYmkF/mAChzp2HB2YJeR8/ydMuZcPweqiwqLx6r5Rgkg5qq12wykeV1KF1QKkgNTBjsHdiqhcm7a6eCIkcoY2jy7ZrQWuhGinX9bHnY739n3rN+ZZxDtfMfNdy2olKCAz04bzsp90L63grbzxszYjwDnUdZOyvI+ry/JLIqyOkdDtI7Gi9l+GvDG2kFcAaOuA0JQU09v9l7AFxdqO4VvBZCxJR4nlP1bDnVszdd22xIRTzwUrz1mU/TlWTk14oAVxGquaUE7A6TqPq3tcEBIwMUemAiI+pn38nufTM4BoXN6qs3YTsCHTx44L7TQ45I+69Oeg2c+7WkIocM4imd9CJ3svQ6gmRCyaIu6t4DEK1YiBVw5tADMZmP82Re9CH0X6oGGqwCSHZzbOjbAwLyQT0pZYDNexzSOiDGBiLDZbMXTZYxyeE9OPEYyiw3mGH3n4H0Qb0UnlhwzAynCOULOCc55AVDiBEbGuIkInccw9AjeawtYoiZUOjsHeB/QdR4xBFy/eg2b4w3On78I13k4b4I3wTmCG1aIR0dI0yiyxwMpRhweHcJ7h3PnD7B/cBHDsEYgQmIgTREuc3UQMNCkbEpU9JcKhnh4H7DvCV3oxVlh47DdjthuJnAGQggq0wL6XjyMphix2RyDiDFQD+8dQnDI2cN7ICdCyuLJlWJEVpDOB+lr8B7e6Rh7X2x0m72sXkCnHqDfyKl6NYVbrhSdDqS2njpTAGDdzLzz6vlNAHLx/TD9mBzBMSGrt1GN9CEQyW7OytNIBOYsIBURsnk+gct7PxJawCOlO266DQervfL37ERVEY6CDBZlGQARnnXH0/Cln/XnBdhTZmW1yJ338CHAeYfIGUwSquU8wI6RE4NjLl5FRlQQ7NPxQWb1LCJCygk5y+mW4cekx2cinHIxanKurnQAwCTAAqcM9hmcMmDGWvFqqcoUmVakR22ZAeeygBlsoAaDwCqszdBz84XkFDxqrZemq6whcyklCW/IhpwyPHsx4qjgs6eNUIt57WBCDDSbR5H9XFCdBsaiOg1s71JwSjcRLhsJZhqyIcUVwDl1KtE4PZTn1jAYPvk5mxBq+JRa4w315LUdhxNPLENRBGIJISqb4kJPdLr9KXdURQvQdS7r44Vf+DkYVkMDDokMzFmATztlAVCUrHqyUkPJ2rAyACA260jucc6VNZHNU4ZIgGlmdRxswVuUXyrA2nTKThWh68m+LG3BbB3k3RObcjjg9LAgzxTS0m5k5J21NLvG2tSsY2egi3kymecmMshcNQwArgMrJ4VFQRO/JXYGcOfGUjf5pbLa5gWonpo2IiXMqHpA7UpbC/8rXdJTNQbA3kJjGZQJ3hEApy7lZggL2DYfu4XOIuMGA0uMTMzn5jrDA9vv7bv287zzr4FFbud5RS1RmgEczXUGPLVeR8Bc73Yk3q/l2ahgTtspA1IMfIlJQtZ8014bk0A1RA5oQBj9PAQBj5yTd0UDj4IAQ+x0TFnD7ADkSd5r9lXpi6uAlHkEGVBTQCKeHRIXDyMi6YdzdR83DyjzBlY7EGwHVNpRat7pnHhzeQKyl/eRB7oA7AXgQhMuuN73YM6IU8a1DWNbwtpdUUK2iXE07U7CQgs9NBGAZz396bMDIPm8git2sC7RBAkpR+zvrXF4dITVMMB73xjthL7vsTkWhPNLPv/F+II/82ewGta4fn2DFDOGYS3evoFBjSVrercdgtr+OU0C2njv1XCXtuYm3NuWguy7biavxMQhEDEMrZod7sxGg3Hu/HlM2y02my2244iUMvpuwBQnpCnBkUQbgCQihCdZ+T508CGUtBoC+CaQhIColy4LKMKMw+uHEjUQpF8lBN+RyMckzyXnEJxHFzzG7RZxikhpQkoRPnQ6d6yghMM0bjGNW5U1hO32GKELOH/hPC5dvgjX7QOZwOMWaTOKftZ58UDS56SUSxRJSqonoQIhpCDTufPnxduUGV0/oN+O2G6PwJkxxSj9dhKClrOkMxk3I2KcMMUew9DLuCDh6HgrYWwpaSoV1WYyY+/cPhyFBoxxAPkSXpdzQsxZnSMY5Kst9nCha+U6uRiOqqd6tc4A8zpyTVQOZSA7UbYom3e2g0MW+W/jBeHbDKhjiKSVcd7Dky/AUdb35JzhqJP9IyVYCgXv3Yl9+5HSJxV4tL/aaxZ7VY/KprtzfQsQ/eXP/4t47p3PLh+y7vgSOiRhUylnJEQBa1LWWH5fFGVjjBNEKkRhAs3NtZAGmrGGsYI/DigHvmYz2EJgShoeYQxWgQE2LcWQXigkoh495eTKTrkZ4BTlOY3RVfR5a5reZx5TXLGRIhiKtqZ9qoaFLkjTCPUtuySgVUbOUX40ZC8T4OA1P0AW7yPSeFHU99s4EWZ4UPOq6gnBmcupoRiTitzGDPa+AHEWelbc0wF1bcTOmOv82YmF/HkSiLF2tdq9PoPa550cHtU0UTbHXOZ4ZjkXASjzqH1rPI/mz2xvVcN6QY+eMLTaWzV/zef95a/+SwidBIpkC4lV49/707cQUmOkKmnUfIdmU0Wx/Cr/VtlgnnamOAGAM/43kDuLCcmNkJ/xLqu82WFnorqhw94DyLsy764mvUcW7KztSk7dSVuwjJng/dyVuW2frXGy3yHgEXVU4t9t34D3IHJIMZ5cm6zeieYBUYVyAX7YXJet0yz54uRJroDOtke0wPTsFz4pP8xoLtcS7ZxuqRxiByrx+vPQgIUengyU8RDAwBHKHmNeQS2g0qT1mUl9uy7pv27nmnYl7n7mdv62qXMAJn3nAAkzM76YsQbUQLNIRWg/snr/6Is15V89XLF9l4THe5I8QGje76iGpTEDHKFySgCiEKAAJhALECttWq8F0JkURXO6jlICEgOrVX1uSgLI5CTttL4WmcRmhNYfNkTOPJn0h5uBtrmz3E/Z8i+lqkeQjoszjwv1fgoO8L20xcYgN7xhRkvOwF6X8Ok3AV3nEcIAIg9m4O7rE9557+a0JX6q19lCn7i0v14/7DUG/Ox+WO0RYZQQAv7WX/9rCKFrtgvScCyxkVJMGKcR0zRhc3yEw8P78KxnPxP/+3//bzz5yXfg3PlzmKaIa9evI4SA22+7Be9915+A4XDx0mUFXKM+Wg7CLUy8vLLuzGVvMTIg2/T0TGqfNMwuoUT2JFTh18gJMyYN+DDPppZs/w39gD3foesn5JwxDAM2x8cYxwkpJwQNUZtixJQnTONUH7ACuq7TFCMECh6+8+iGIHt0msCJcXj9GjovEQtFglD15I1JPY9JbDDHwOWbLmJvb4WrV6/j8OoV5P2E1d4e4Bym7THGK1cA4uLtdHy8weHRdTzpSXdgdX4fYEY83iCPEjER+h5ek8gZCJMTaxoULmB6NoFEEu1SvLu2SQF6j75foe8HrNYDxs2IzfYY4/YYDEboXHHQODo6Rj68hnBd8h/1fYBzhKNrh5rXUoBCHwJCF9D1XT24NP0rZyRkIFV9rOAFZ3nnNAad2JimZ+nacA4eAOtmwQqkEVuomldvoGYndeLtnVMCoaZNkM2repOnAoiZh7/0h3NGdk3IG7PiEr4cgJYVYkDUR6h0fVKBR9/7174DQ7fSfBkokzbGCK/xl2bUcNIkoyo4vJsPhS28EqepVEOdzCYR4CaDinsYGWphE2UKMmjmzgdkeDAiqtAzkMK0JflVUXETegA8ZSSnidXIQXIOiaYhsfWCnpqrs7RXnsGckE34sRgVDoycZWESN+BKw2DC1NZvrl5D2YG9gjYk4JAobFSURI3D0z7V8LhTNyeuoIeErJnxpZ8bwMdckumCIDG8PiiaK2PgyCGEIG7vMcF5h44CSiAbZ3DWnmVrSyNIspxGgKtxV/jAmWZck9Pad5LcwQzMGss6X7B1o2t1tTkPzHmvbMgkwCV0Ay3aZ2N7F+BIX5ANtLOxxM7zTTnHoiQ+kYiI8HXf/o0lBlvi7T0IjGmakFLla/FmkU23xG2DGhlTefyhwh9p57OqgDEMIKdmHc7C2kxhJFH8sv7LDU9Tmxwk55mia+Fo7XXkeCf85hTrSfs0W7UssfInNmKq4+W9xzSNauTXPcf2hqy53biMg0gn1lNH6zsDIAPSMJclxCj5hURPVHljuRPUEywj674HECUNZW7AJoIqPyxyF9y8h04My2mj1CrvXvtg/c4WyEcOTkPbRLzOE3ovdDrNPG1Uh/VBAYYosts0FgZUt6geQvYvQ4AeowrniVLY69+heZ8906MBQ/QzB6BTMMihAhiAXOcBDMNM70ZOtQ3M0NAHBYBc9SBiruAJUBN8r1aAGwXwAWZ2YgF2KFWPoRTlx3tGPxCGIcwSujIztlvxQPJed9QkW/mF80COwDjqc9QYik7aYc46WfUFzfUP50U/swPGOKWSeF/t4BKuBq7j7UnH0YtdExs1tAWmipeV6lueAN85hM6DAIzTqPopEKcJ3hOCd/DrvoSsineArL+bOuDFt/UYt6PmspR5yQl4YATeu5spfaFPWPq/v/lviDeK92ITqC7pHMP7oOBkk9iXgK7bq0VimEvYFSAHScGJ5wkzS4hWnMA8wel7+q5D3/XogsM4XsWHP/RhXLp0AdcPr2P/YB/D0GMce/RdwDSJt0q/GtB3PQiEcZxk//cSktSFTgVaLvtpa6O1ZDYd5wymXQ3E9Gv7a64fn3mQewYRETZHx+i6DqHv0A8DmBnTuMWwGjCsBtQ8NUCfErbjiGmKSDHh6OgY0zRhGAZ0fYfgEkAZ3RDgesk12GVGzhtMKeL8+QNIbsGk+o1TwIFVVghynTUhtw+DgEUArl8/wtWr9+Po8Cr21vtY7a2wOZ6wWq8BJBwdbnG8OYLzDuvLF4AYMR4fg3KPrlePH3KI4xbbYym10A8d+r09oOsxPviggFbkkDQ3bnsyReTw4ANXsXewD2bg6PAYMSYMvcewP6DrPcY+IKVJCxiR5KZywPH2GFA7MacEcgE33XS5AofchHEBABO6vkOMksCbnNM1IN47OWdM6rUkQM0W3gf1pjLOgOQjpmrz50bHOcl/sqaIpBqChewVLKLlUW/XSA7KDDRgUZYcWVk8iDKXRDi6FvOsjdLmpHl5TRckbY+b9enR0OMGPHre056Jb/7yrwbnLBnT3Uo6q4Nd3fdy+SESxd2EVTXWDTVkEGrMn4FyuxM2wy+IyqIDVyawzBpmPNjpmHnJWPJqcpKPqIQyNYYKgKI4OBBI4/jl0VwNHMsnlMwwahccF08hSXAKNQQE6IhZKq7JyTk3zCqJsWOUeGGJsW0GgBIcMmJiFLdPG8t66A/JGA8wV8SeSZI0swpfA5cMXSVHYPPSYVZlSe4NnTJwNnQWihR7OUnXvEkheLhOkHdSRQzMEnJH9j5qjhfq/OZGwZLhknHMCscTZZSg04r7qi2r3kYGvLSkvCSZ7lPzUi8AnLOuceGtXZpvUOV/xeBqtzA7ZXHkygZOGjYjdh8VYTLzlmIUXqjAXC7GdknuS4Bk5tLj0QVC+qSgcxfP45Xf9Fdg3kJAs4GpK6y3o/OGWnYnA5sBUHaIXDfA9rb2+fPP5jQzSG1tGiiPrGFrdn8FoxoRr/wMOJU9KZtpjWJhOSJQCEX5211Ts0ZWYQoEjxwzqCilDt7X9tkjxAV/vkZPPpqqsc01HO20gSEFnbjtb9mgqsJSmlxeXeWWUxCZvB4+NGU4TgWlQdInqILN0BxpokSdPFk9WekOsD7Ox4IdwWmfzcgobttdB892SplUjjKe/OnPwIff8wEcPXDtxPg80Um3HHRezyfUsLfaGBPmAFE64zkO80pl9mPvyKj5kKj53tRNYynzWrJQr0AohxAGPhA0l5GrIJCxoXNSVYxZAadQK45NzSF8qktO90B5n7XP7ezx0wSMLH3sFMhK+hwLlTNgmxyhCwExJTiaCigD6D0MRH3XOOkzSJJ7972EwdmYBFKvHy/rKKUMuAzfBXinM3M8CojVTGg5sNHxMlHW9zomroJGTvtTRLbJRCKEPqDrveRMgYx5zhEuZYxbhneMrieEIPIsRansmFJTLVaNcynI6+BSxgTGpQG4ZQ8Y1gOuX9+i87InfOCY8X+OzmC0hR63JPqkMGCNimhz/ezsZ0yIU9RiPabrm0yve2u5p5H7dmAuCYkdfAAOtgc4PjrChcuXcP3aFRweHuLg3AEOzu0jp4TjwyPEFHFhNaDrAjJLvhvnOxDMS0MWH+/2y37Kl1wAr/YA2npXgSWuzzvrMINI0wNxUzmg2eO1Nf0gEjbFiMixfO7KgYruhd6h6zsM6zXiNOH4+BjTOGEcJ4zTBO8chpDQbzZwwYFzlrxHnDBuN5jiFvv7t8JCkpyCD6xHDV3fqQeiHCR7T1J1zREGrZB2/ep1HB8fI+eEft3h/E0XMB4f4fDwEDFG7B/siWfYtesYt1us9/fguEOaMjZHW0yj9K8beoQgHkB5GpG3G7UhVVfD/DDJEoPffOttmLYSQtd3Hfq+A+nYcWZ4JwBc6ByOrl9H13V46tPuRM4Trl27JpXrcsZ6tcZNly/h6NoRNuMIgNBptctxmjTsTWe+ZW21SZvpU50vNE4h1Ya1y0yXkxBnmvNSwz+MmvuJKNQ1QhB7f4dvJWImlzamlBQ4qo4Ujsyd4yRYagnYmd1sLZMWYjGPrNN08xulxxQ8+oo/91I8/+nPLFqtoYEG7JCCOqEPUoqYsxrCDqvVIAaMnmQ7F4phUwYULO57IHVLq7GDIKnuVXdTS8xlSjgpaFTjW8Fy6knmB422ndKnMpHyF8jLAgB70YR2yE5bC2BQYQhFChVAMgFUNCkzerICFnIa5EASs2rZIyFgiWsMGCvzx5ykrKKeMgsLO+0zI6WIHCMSM7wLcE7BASeMT+wUvWWgKWedM8NzRkZ1yWZw6WNOcoLtvFOvJfEsom5A2Z4yAyXRs/6QxWRWDs6Z5UhOq7s5R3Dm1YTG+LMFbAASoPGrep09kqgoquQcKDU5V6iGmhS/BbbkBTamNUl4u+lIW7WsItdTc+Md8hXwLEKnZZTCi4Vz5oxkhi7XnCQ2H2U9KBpdvLLK6OaycRQwSjnRdtOySRKqVtoKO579udDjnC7cdBF/4S9/aZGFysDCP46kpClyA8S4CoRrEslCDe+ZgmNE5EQGcvus3R2ohjyZOKaKgtgL5s9t5CSaf087RSzAkT1KP6+baVX+zLglzP53GnxUvi/tIMBOrqj0AQrPGCgrT2vX+kxONGsWXN2NbSme2Lubfaesd72Y4HTcGsVX16+1sT1DmWUPh0kB/V0VSUdO5JfmkCNURR9UDYryxqKN21gU3by0u8hDvcx582gTWT5uRg3/yaBZxm5L+HL6yfFCQiayAVEJxjz3Imp22FleoBYgchDvnXb07fvc/DQrdsarBhh55TmLRrDPDTjyDdBhId/2U7yDlIkIcg18BUhSUtWnaZ8D0FGtLmZtc05BKojHlY2FdwL0iL6hBhwRphSRIkDO49w5yQsxDBO8l/C2Ur1MnzX0wPFGATMHdD2w0siflBpvKadGh3fYbraIkZGT8DyIsFqT5ierNE3i1WTyjKHAkYnlJlRN9BYZN/FAFu8pp7LcOwdv3iKuR84OLiXkOOlBoHhsC7iV1LPbvEhlXXo9WHClIm9GYkbKQBxH7A2SZJY540l7jJuHOq4xZmxGATgfiMAHF2+lxyWRGkikDFXA4iahdD1gwhx8McHfsHHS3DTZFj9YIgGCKyABMyNpKcH9/T10fYfN0RGGYY2jw2M453DT5cvY5C2uHV4DGBhWA7quE108s6K/uifqeijW1i5wdKLD1mbV6bFz6JEb22HnIKTsSyqAixcy1QM0eZbanypvzNtHwN1OQqVikhL1XVAgSA7wur4HOYc0RAV1JefrOEqo23p/je12ROg6EDkcHh4ipYR+1WueN3MKoBIZIkCw2r+JgSyA0jRN2G6OEELA+UvncXDhAOPxMT5091244ylPxtUrD2IcR+zt7+P8TZfh9tbAZgO/GpBHSaRNPsAHLjrj/DBR7ZTMJUzKEWkRJJVDauum442kQYHpITYHKLa/jMcEFyTJtvBpwNCvkVcZh0fX8cADV9G7TgC3fii2L2cg+A7eB8SYdN7VLs9cZKrtnARxoHAKHpmNKrzfOE4ADTAmvJNzBZBqN6jRVee69oxRzY50Umm3fsxwJEnQU26qDhPJ85hnzzVsZCdwSvsFhODRBavR+ujohsGjr/3SV+rLgdY4ALicNH3qk56Kmy5cLPeI21eqiqkKo67rEKPksgGJ95Bzrp6QqhILrsatLcias6UBD6ziDnPZ/BjVLawYOXqNGVVABtSVTC6wRdCqTFW9IoLm3gDgKnoKA0gMgFCVuiQ1RhPuZe02UJG1f9CQMi23wZpoLMMAuFwULCqco63MueQiERSzJubJzHpKx5JxPsm1zgHsrYIXyxyQ19KKBMASjTkpIz/F0nfOGank03HqWs4lxMuSZ5MBJDZ4BbSZLwpJt21+M0krlMgqJFWOSjlCzqIMKRBVxp0kU30ZVG68vmyvEWsJAuiqeq0LX26jHXtLgCHilufrxpUzq7bLzRqkuiEXpsEJagEpuczC6Oq4FF5ph4zqH8VzCCa4pW3N6KJIrHaDBOpRpoGBnLWkMZU47DtvexL+/Gd+Dn7j995+sgMLfczp/KUL+PTPe0FVagxgIMKwXuHC5Ys1+SkAk5cVhDSlqgFl9DTCyHADk7OtDS/3OTXUXF1T+q2984SC1WpWcklVxAr/twqYm/GqJfwvJyiq8JkrveNmyQIaarvzocEcBJENtrZOGeeiQ5TEKfULaTPNZGwdSxQlipt9kVuwx9562ovRTi2VfFLlXEGB5OKVZZtKhXDQzsOpz7cHFiWFNC8MFWVO8EcD7X2Zxzo+7X5Xts35/NoYzBKmOymg4Kh6zTa8OOOBj0CpeSJQMiNnZ5p1+RYyMGe2Ppofu8buzc3vjArC2DUtGOsDSjJmC6vKzfVF58mSNNo8ikzN09zp5T5meSaRAka5gkPWJms/UL2tAJQKY5aCLSQJP7PcQd6L8Ro1f6KJHmYGp4RpmsQbnAAXpF3OQCR9z2qvw2obwVsuyaqdI8QkhUOC/m2Vf5wnTOpdbl7VTsNji+gTWw5OQ90y69xmeXdJ9VbP+epY6P0OgA8efR/QBa9pDLQvngCSsNV+COW9lkhWwv5lbfrWW4pMDmMWkp8SMIGxXlGRhR2xhCiqOhVZxq7zMiYrV0FAACXJ+PUE3GcMttDHgUySZ93X3UwOmx9rOfwAZsASgKJbgBlMTmyTlGq4tHNS1Uq1+6yFfgiMvh8wrNe4fvUaQtdhHCOOj46x3d9iGHpsjo61fHqA95Kry/lasUtCQecCsN1LZtTuYWbnnXJA0e7bzUNRKyHXfpfvWh2/0dVTjEVncOommKZUdLHQddULKcmhv3khdX2vNpVUVTu+eoRxmuAcYYoZlBJCIPHEcpJcPMYJOUXd2gkxRUyTRJpAU7Z4cuh8hxA6hL6X9gYP8h4eAlBMccTv/o//iZsuX8K5S5ewt96DAyMeHcEXwM0hjRGs6Lq36nBkuoQOBlASY9vQZ00EnbgJt2LN9o/Ghik2j/wvp4SUIoZ1X7wmQUDfDwAIU0y4fvgArl25jvPnz6Ff97KHTRE5Zk0v4EFW8ZupOnTYeiAAJU+Q2EJtfiA2MHDOHihJFlhNyhOspfPc/A42jKBenHKCVLaVcZMEAgB7hlMAMscoThpkXuhWea3V46tuXeZCVUVHBGaP0H1kvkM3fPcLn/P82jBuliw3bsDezRatIynNjlJxayeJJgMMzTlD1ZtCv6qdb/7fosHyzHk7WY/BpERwEyJgg8dmcJtn0q6wMWFoQqLJxWACVeOAs+ysBcAyZNxOXmUNc3nnTkPlJE6TWrc/3DzTAAZmzXl0SqdztljWeuJLqpkwq+t6tmdJ8u/sGDmRgEO64DNHEfLctJkk7CslPZmgNkktIAAclbFWnBBzg8bmrxljXW5SSUSEL5OEf+XM8I0AEfCIbfo0b1OdRzNizFWcbYjUEi5GDplbrpNk21AePclW2h/b8hq+QJN8ulHBW6OHimYnZIm1cwvmQLVqhj4ngaoPbOFJ83CwTckEgY2mGJNVURcQMZXxVf1O+9h0knbM5+J5ICeXjoFL587j6Xc8ZQGPPoa0d7CH2+98MszbpHoSSfjZ0z/tGTVBusmuG0l+R1XxK6gPUVPSunBU/ZsrTxQ+1/caT9tzWmihfV55ZwOolsTUqEvhhCBvTeB2Teu4VMWCGhBl576HGo4GzJ4pAqVLKpPaRsC8myT5YV39dm9Tta3IfGqU0dq2cgbSgiVUfpvtSbLuTRFoPRlVhup4whFcrsZ5lU2E7EgUDnZgyu3XZVylAEJVMkTppeJWPSee/dP20IxyUdBs/0L5t90bZnxTwEHc6DQ+IYmhuYy4LoX2x65hVLDhlNU98zCyRNyhuc6uOW0qiObeL6b6u91rSui27U+ofOeqZw2plw+goJD98LztLbvZd75pi7yXMAyEjrKonhlIE4ODVrdlwENy/0hVWMZ2G9GVxijgI6qkhK0lSGjJEGsfdJ+3sEEE0UG8VkMymWVV24qKhwq6WeLtAn4B8NpJA9vMIAGqmNudc+/k4M/pDcxcDr1M/oRQDY3cgLtynxy82bplMFIW5E5yn1XGSRmISbzRTe8z49yRhCR1nOEArAEMTsL9Jg0MCAoQDgqMdcGJZ5Pi8ccMbE8KnIUeY2r1VEJ7INTaRI1rj4FK5TuuVX1ZEtHbd44MdtIQHnDN3QKTDR5938OHruQcG7cTrl27jtsPbsM0jljvrZswbTHmpyg2h3c1HL3uo3UPN4nRrhnTV84YDN2HuQqaomNZqghpS6lgvQseFSFF9d52QyMUe4eAYuthdgnVnI3ew3sC7w1wY/WoyilhEyOOjo5wcLAPQHKaOe8RtHoYQYCTcZxA3kk6EOeRx4wYUvEs9NA8tRD7MASHHCf0Q4e99Qr90AngHqNYzeTgQidFhZKmJ1GvxWKHouGTomvNbTMiaHRSBiGd3PubuTJva4bwDagCZ6ELGFYO+ylhczxiHCfElNEZwEIemSSaiZngXYfKNgTxCHeaB6tOpIF+rS6WYTmBW3uKQNTwGVEpwFRJqu42anWVqYTyXhYDd2cINMLKz/dBCzEVz6OMZLyjN1Z9q7FTS7+gYBoeNd049NTq5q2xoGutflc7J8iZJmHGSSOHIbtzVgDC8i20qJkei5xozvy0sgGd9N+sm2fOGeSbHDloJ11aYQPOpU1c4hfrsY99q6fxjkBZFXFDiM0Oz0lDurSSmWsUN5tw0jA2KxWWs5aM5Kpwm9thIwBtIuqwUMkZYSCTt7lQbc2EtrglM5jFVZkmgsuy8BMigATOYT7dqqGyhpG1Cqi1DWYkIAvSVNZ8Y3oxmkXBANcyhlzmXOYmxVjzXaGCKHXBqcAlA2SM4SzEDHUTrG+UZzgHD1+MGEmY2bAYKw+05bvLFyYdGj6gmcmo48MqQKmuiWbNFMCwjA2DMcGxnvToZuTIPK4wE07MDDiH4MmwOzAkaZu4wyZQ0NhnJ54D2X5kgTU9Kxp3XduEOo4LPaa0PtiTZImALQr5Qof/pjtuxQv+/Is0LBcl5npOzX0NneatMYN1GgVpdx2XJ9r/ipInChOrh10LuutDUYGPUx5YeIpm74f2v6oEO+xWFAkqa9PbkfUZG14FVU77smmXXmvrfL7SqbyD1Eux5ASrL6oP2n1Zu7vrBbugrSmXzDy7oeaQqgppuxUWBb6MX918W12FbLui+r7KQSoHLOqZZVxTlkQu1LYbmhfGOw33qadbNbva/N2zLgLFFb24qDcHIMRVrlej47SEkwvt0m6Ca1UhCxkLtGFp5oVkHJf1OaZaOghI0UE+aL2Q2p/ihVSjUyR8DQJ8ZH2Ob/IyAQLA5JrGAcpaAFBOauMpnijlvcb2eq89y/jNzrOcYwyrgM5ljJpQe0wMSqnw65AZofPwDhgpIU4ZSXNMcJbI+SkJ4BGTgT2MECQELnNtg/0u8lrC91NKWnpaPW2qWiJ/W6ghozgvM8l3fYeaKFz7V3Iw5Tp2BkyZ0W+DJQeomhjfPMgTw4wUR1K9yWVG7gVQJpCkNTDFMjOmScAjA+kciQcZAIxTKjmPpD2uJGGVUugRadRwnZ32an5d7BOwArBae0xTxjjJu+5PwBULZ9Q+GWAX+ew8Xgs9Uqqp9Xf3Z/tPGEr3XNb8qyXkksq8grkAp051BtNhuAUrYcVeCIB45uwfHODw+jVJqJwSrl29hltuvQU5Z6zWazkAzxneSS6vMSaAsx4WZz3k3d0vzKabbcZylbrzETDXw+171L3XwA+x2VwJUSrf6YWz7UrXoKQKqOAqAIQ+aDhRjQKRsfM1AocZOcZmfAmr/X30w4AYM0IImKYJ168f4vr1Q9z6pNsxbjfYbid0ncg/r7l3uyCACbwUDiIQ4jZinDZgTuhCQNf38MEh54TtdoujoyM87el3wnuPOG4AMFzo4bxHHAWwSUwg7yXHnQErSfKnmYe011xDNWcvZrqT2YhW6EnmRv9HBLh5sQ5yDp51t8vQolcZ7GWs9/bPgTPhwQ/fixgzpm2UvD7welDgkHPNSSxyklS2uCIHZcwtv2QFAM1ONXzi4TQUsv8pn1BuXRF2OHVn7c2+Nd3IESzKqn7dXNvqfFC7UteH6e5ySy3k8pHQDYNH5cWNplg61WqRjBMuW7tAj31WnsvCBGIIy+Bxs5TtVGOXDJEjoiYjeRUKDOwARc2ib5TkeUcbr58TJhY0gbMKEHu+AVdZ0EUTCkQO7AiStMoEkWy0QF1QzIw4RTH6UZU8qZYm4+GdeCrlzJooTk6byLmargk8y4UEBaOKR5ICIMRzi4g5I48RKTktA1tEKIjEH4ZJFh40V4U5sJ9w42yC0NyOYIY9tYFeC1Cj42ieW+II42XxuprQNUM8sCys0aZSxpbLowtaS5rnIGfAk+Z6cpLg2pKJ2dOb0r3l9NzybrU8aZqMC3DIxSPMpkHSO1XvKBAQfIAnyUZk2TFzFqXOhinlCaHrdFEzxpiRU9TNuLqPe+fgqc5RDV+oRmdF1s1Yw8w4NPCrUQNms7TQoyfJ8VIjlg0jIADP+ezn42mf9qkaC5/qVqG86lzdPNq19eiMaSrvrWxQn1Pnvv2cCk+RZO2D9x45NyA16QaMJplyI67nbVdZoxaQU2WshGvKxWcAPvWkDQBc0NiIsrYqiDyTQyy9MJfg9vSPoDLEdvYCYM1eW5SIksl2Z/jrVlwGUH5lKoCLfVgT86OOl41Ro6CC6gGLyTAiUm8g+ddyKFDx9ZB3SvhxLu1nkIa3sWzabEC8/m5bq/7PqWWXdZ8oeggUPKRcxbaNpRqaRY5w5VVqqizYXMwROHlBka9ZThQZu6D9Qg9FDOiJYwV7uPlp6TRVsdVwzAPJOyAn8W7SXNAFZOpQQRwLKXOQpNQhQIDLVHVY53UJseT0KTUtWgd0VaEsObUtO0sIXeSoPtPb+tE2p7bj9nwijJKCpQAvnC2Zteo8MZb37e31mHIuZdPGCTieBOAhAH4CDq8eyyucONOLYYySrDuoAQgQ4pgw6rOKjm4y2M0r0QEKQkXAd5LPKQTJg5SSqmraB+dq/8XDUMKCysGh85oXIyGmWsRj3GoicO8RfCdJZIOMdMyaAymr/GHxLIpJq9OFms+JPbDd1jGVAyoxRLreuAVAJKRpLHkxi5pMqOCByoSUUjnAcwTcRMDNmjgd6uV/NCXEBDwYgQfOQI8WqfEIqY3PavZQIl8/5HY3UNuDIJ4cuk85RxKyZnsK1zUoOZMAWHjkzBgX2X/+3DmM2y2mcUSKGTFm3Puh+wEA+/t7yFkSZVOneVW1dY6ceMc1yoeowQ+tK9neWs2mOg45Z8kR6T18cNUDqOFjoI6Vcd38fEjtYg2tYg0RbRMpl3At4KRTxYl9kuC6PRCNCD3gpwl8aLau2DdHR8cg8thuR2w2I0AOQ99j72Af57oOkgVEKoO7FSFOE3LO8EHaNI4bHF2/jitXruDw6BhPfeqn4MqVK4hTRNf12D84h739fRxdPwYRYZokOfXQD41HFmtYocltcVRAruXlTYibyuhUtrGegouXl+l080gmr/mQOQmD+dAhp4Q4ZuQkYNX5CxeRthOmccTx8Rb9kNH3A3zoJU2O2Uiq+5mXHIjK4aR826R5KGvDHAZMDzoJWZ7CDLJecrXfzLbc5UmozVpessMLAsTt3jTjwqKjSfdMR9YrWl3Z3nV6D26Ibhw8UkY3Q312OliERp4trjbfRrmsYQbyVMHvzOAGaSwg0O67cHJAafZ+LpMqAIJ6IbXvVc5l2EK2mF9zL+ZSFc0EqN1grv01nw8regwE58FZOmSgFoDikgsnJz4ClElVNFGypY2uAB8oIF3OScEhdQdMCrJQgs+sgj6DylmjtN8xShwt6/FYZjld4sxwLoM1RAwk3lKUAWduUgX91fHOSROF1Wz5jkzdRDHoqgHkmvbsbOxMAKeigXAWIMd5h6CxvjFLtS/KwuR7qw7bMYGyTB5DyixCs8eDGHnKoM6VxJwEMTgdi/tmSkmFk4VUnlw4ttgMZbZ96VSDJgJJwS1y4p0Rpwm5KHEO5uaa1DXdkZM6Z8woR46nEqkyVQWYA04As83VAhSpcOCcwMVTg0qIgwkVQNeHKQWoeWVmflSPCrR4YtOn/9kX4MnPeCqsPDNHcREOoSsJSAHgxNaji99kQEstgLR7n81bc/H8AabM0ClAlMk2k7F6r/Bpbu51KBX6VPbVqiGyYAh0Mi9AzVxfQRKYKorCm3Pfn7phG8BSe9rI7fYe3XB1xDXXm7Wd6gvNuIQKWdEC2qEqv4ifZsbMjV1bQDDFR06uvG/c2dkSasuYeC0BK2OQqyIFXd/BIXP1wCxVoFptXNsq5p4ltiVYQv8yqpb3jJrxN+8qp3NUTqL0Hn2vJ5LysKUErChshZ1srEwHNB+URlzUL1seZW0+1YtJ7iewCjaRQHJQUDIILNSQFN49SdV0mnsatUTNj90DzL2Vkn6Rk/zeN9/bu0dIKNLBgQAbWzmYFlBDtxsDlQpgoKpAzrWamtlkMcrnMQLtbsgQcMTEpdULcZgvxdaTCvrOoqcxamgcoXgCJTnUR4BD52X34xyRxoTtRrxbuqBjOQHrAPgMHG0E1LEB916u6TogeEI/eEzThM0mSfJroAAiNh6AqD6dNthyPNk42DilVNecndWZ15P34k28jYyUMkZLXksZIYg3uRnc0ySuXKu9HpwTiHzRTbsugCgAU8SUmpN2EHISvbLqQgoeEcEHlnxGQeIonKthzMwZ42aLcZPKfFiFuuCB1QBQcKW6GzMQp1wMSaCIGAkbjGKAbvUZewD2qI5ls6XgOgMPnKVOLXSCco4g8mCXi7HcUpH7XHPYtIZnKaSgOkVKtSAEe4/OeXRB9OCc6r5XDvmJELoezgWcv3Aed991t5SnXw340z99P/bWa/RDj3EzSTSCggn9EJASI/EkVbmCVxA5SzVpZnRdB9K8nhyzlGUv9ipVmdHoKqELxX6zz4hZC/HUA+6ZBJqNGc3+rP1tPtN1zUl+pDCR5puCU0Gxs/dlANOI8fgY/f4+un6F7WYCkcfB+XM4f/4AMWZ412OzEc+h7TRi7FcYVmuEdQfnPJwlp7N1rsKRUwRzwmq9ggsel28i7B3sI4Qgz9qMuPLAFRwdbtB1qwJCXTm+CgLQdR3W6zXW+yt06xUAOX3IUWyu0AeklJHjnAdk+EQ/SkAteFDMFt4ZXtFvUkoIvke/6pGmiO1mxHY7IYSM1d4KFy5exIMPPIjtdgQoqSeW8IL3oeEFc8wwG0vjhHWeDeSp+my1C01Xdg1fcCvkZ9Tow8CJ/qPoowTXVI5vcY7q0BIRQiiPtTGiztZoLsBkylFkNlJNM8O2TjNWw95HZN7dMHhUDG9TIIm0MIqdaBJy0gTDOrjtIO2SKMke2afZWjSyE2WLZSdXJ0DCgkwICRPMcxM1gJMCAPY8tZ6LIm7PzGVwqzEmibFyDQNwBN95yfqeU6kf65yXEvNyVII4nfS9VtO+gGIFaCFR7j0DMe+gnQCmmOE1OStrmBtzltwWGrbktFs5mxHHbecAVoMgJgGUkJGijJdndTO2qjtpA/J9YyjI55QJjjT8jeSkYYoTvGNFS2tVtyL8Nsfwq1UZ0yJ2E0sooZWYJwI0R5UBKl6NKHIAuVru0/Cc04iJqgZKygfqmUVOTvZAjWHCQLbcRw5iXGUGJ8kb1A+DKtMyXjlneCfunw4OcabuPnqaKfSq+Npzs86fKzyh254ioO1eRrAxc+L2yo0R7RwcM1JxezThZcp3BVytTWcBVQsBz/+zL8DNd9yiGm97OiGbaYN4zDVcoE4fUGRUPZGjKr+ahJDGs2QyrFCzaekia0Gg9up6ilLbYTNPeqpT31G/q92QJLC24fsg1RntRIWAclJXZL8patS2w+AXa3IFZ+p+UsW1jWs2xa7deGc9RJHr7Xoh20TKAqPZc3ZJHpuLV4J5x+hol5j3zFotMkNlg1SwSDlXsEifWU95bM+yPmjV0KYbbfhaO5bMWWW77p2Gkue5otHyFpsh3cylyRAZHy4WMbO4vDuuYd4oBkQ7QDuDbdsN28lXYUQdZ7ueC/+V/VDH0zmC5V3LIDzpOXdidW4PH3rvB06doycinbXTECqIclqoGVBBoN1pdM09GfNn2TZqNUIoi8IYOmB7DIx66O9RPWdCAIYVShVRZs3rk6pxEHogaBGMWv1MrjVwaAY+NTTzTqImZ5Kr7JYzMMUJvTm/Kc/5oAmfo6lzEV0vJYslzCQL/6sXzLoHVp08Yw/V64ec5kGKgOtrSFuMUfUU6acnBZhyHQfOQO/qmAcCqBNgxZKOm/j2eo4XSZ4RPDAMA/q+AwjwmxHbzajr1kmKiCQ5RFgXZddLrpO99QqbzVa824nhg+iq2+0W2zEiTgmhCwihQ05ZQa2pLmG2sEDG0JNWc3PFq4JZ+p+mCUebhNDwjQ8AJfk3BGUCtkIwOjZc30MqCiYNHewG6bsjDSXU+feYg0j7EGDTBwH0SMft3gm4tsS6nSDZnyWCQJTkjOLiVq4BGgUToZPQsXI4rpU6M8uBOwUP573aTwnTBPgs1wvP2aMkTPvalasgIpw/fx7OOVx58EHcd++9+MD7P4DPfOFnITgPWtWw6a7rMG7Fvuq8xzhNoJzhuyAyoQnzL3r0rr5VGqE5H/WA12ucbS75Yes9RJbEXxBo14T87IJuRV+xwj9s7RFD3r6v+XTcrGiJzQ01++c0Ttgcb9Gt90X+KBhz7tw5DOcuIGy2AAL6YY2D8xcQU8R4vMWVB6+BHryOfj2gHwZ0wwpdGEAk2fnjeITj69cxjluQA86dP4f+4gUgJgx7e9g/dx7TVvImjeOE4ORIYf/cAcbjI2w3x0gp43hziDFusNqsEPpO+aPyjO+c2lFWRY5LgSyp2gi4UEGtUz3tVe+pm5liBE5ytnEmpClj6HqsV/tgFhB9GiMcTehCDwSP7VEsFSmrzuVLtADboLPpXrsK0JwsNLekBQly2OqISvEDTgxOiotkBfwZkgw+BPEcT1JdTxpkzjoMIENyPp0txAxv2RmuOky0qyN+5MbdI8p5VNwX7SSWyzDrvw9jSKshYQtD3B69RlBVo76E+7AYGa1BYZ5BZgSIJ5AqoSRePVaG1CpsjNMIQGNtm4oCM8Sw6ScIJSm2MQaYSzuNqYhRniVKVquuPcRQcjHZFNhw6PoBwKgLS7QX74CuC4jThJKeWcdeENxcTv+h77dcFiQaRansQRAFxxOQdacmr0CTZXhq5tQAwWJgAAJcqacUckZKsbz3tGCD8mkzJDb38iw1aEzKYI7ImkFtzy0GOs0njLRqnndU8yVpAsniJeUcaKhuiZxiUZYZOucW2134w4QHiiZbTlaayTRDyz7PzDCzn0orLRHl2WReP8bfAmqKd5jLUsVllvmfzfetearZc7P21rwijgTktfkFUAq4feTi5JOLnvLcT8X+hQNNVucQXFWMDi6cQzf0FR5oBq9unPqtblIWmlsSDBKVSpRGrUwi1jw47Vp0roREAvN10spPc7O1hxflyc3goIaXEuwUjBVstmtKFQcCaviTfW3AB9XrjYetHTugGEymcNOO5rcKHDXeNzY25bVUlUQW2WSWh8njeh8K/9v+Vb1UAWC+PsjVtb+7JggaRkZU5L8JEdcAgNKGVgJYd6m0w/ogRo7lgMPsGbN366GN7XVSs2THM8osz/IuBhxJ9U6DkIgBreMh/1np2trO2vb2eTZ80mdrR+1jLvMXvC+FI0x7d5Cm9n1XciMwO2Ri9ShNNQTplP4/0eksr6Jd0AcoMzcDglpgJmOeK6mZbZB+V66diyjx3MmY7Z9JD7FSEgDJkj2nBIxaqt3ri8YNMNpqUP3dQr9A88pcaafT7f5p4W+kHTZgkllC5DonAI8P4klk78jNs3ty6LqAzIzADB8i8lTfYWI0+PouglZxIw1fi5BwjUlkniOgL2MgYSVO84blSXNSakcsX1LQymQgDfUjzRWq37mOsFr36PpOxjsK8BKChIqFzmuOkaY6Lxjek3qAdNjyVvIQ+YQuZDXWZG9zKZc9S5LoaijfOFUPIfWAWgVd/wqSU7MXZa7XepYx6zuAvchH771IibK+pciKeYWVXFIsQFECsNfXyXcjQJP8TlS2Vima3IT2sT0zAxcdcKFJPm7Dzyy5la6ftbA+ycm8Tb0u1pwlVw4cJHxsiiI39MA0hABmAT/MyHVEAgrpQrU8Nyj6CJ14Z/3doesGxDghxgRHDv0gFdgA4MN3fwjPetYzcPXKVcn146U8ve07MU1lT5W14kreIIALMA21sYpdaWR2qJPvc87wXu2+nSga2c+T2n44ZW9qdCKYLHIgSsUL0vQip2106hJpdk019s3egso1QujX6PsEch7MGdMUMcaI9f4BKAqvh86XEu8+BDjyIOcV+ImYYkI/JuzvOYTVIEJ+JKTMSFkS3McYEY6OwTljGrcgePh+wP7eHtZTwvZwxGYz4ej6MVbrHsNavH/G7RbbccTx5gh+lL4JwOyRoxNwj5zKwSxhjFokSPAgnQcbB7IdywZCvwv1QGyaJGeWHGSGRqZkDKsBmRmbzQYpJUxTRN+vwMRSkZMYEVlDf2WD6wIAcnDqNMHM8J7BHAUAFKUcAEMDfkouL7EDGyOKoD42Nd1J1UEb/mn+5tbW1WbN147pn7pfP6TN1mAcDU89lnTj4FGzcdpm/Uho7glkioMrRvnsVc0gFqOdGJw0nImh4E5V9K1J1WzgskHMvI5oV+FF2UkMBDDBV9rrhFmJuQAvgCTCLtgIUWERH0JJYC0liSUwnkBFILDeU42WevLPLDl4LIytwnIKBmSDM/WzbKcHNAM5qHSueQ6zVsszRNXpM9QtLpNFPtS5A/R9lrBLhHWOuXgjNTbUCZox7q5BlBkuC7JKRJI02vlS2lYWgcZNe9kscknyVAFHYp75vYuiYGPFdbxLLg4qk1daZMORHYi4nKqhAWlm4TK6IUiyCNZ5arUT1DLdp7nx7C4mu6cBj1LKsrE6gFnKlpKvc1k9PE55uH6XOc9AU2r4ToRQHetm1k6295OMbnv6pyBoiVHXgHK2IVy87SYM60EqyHgvOYmCl8o2qiS5xuIuq1RRROXMotS2oIaIID33102hbn7NT6NYnAooUHNS8zBTJrm+qrdf603T3tvKQaBlUaoVH2f9qG0quL56hhZApvTB3kEqrqrssOeZPN3Vz6j9P9XKnTJbTith1E17tgPPnmXKiEmBZkMvLkAnB9M+beUFgYr1bfPjGkVgtqIYzRjUd5oRVB0OW3Vj58XNVma/16+ojJ3Ih3nrDfii8n1z/Y7WMofN7CBFyxOQyLNSZtb2a9KAuqx7X8NfBJROOnLIVFM+k8lJs+7yjpxdCARgAEp1tJrNRsjs3xYgws41JlVUWyjX551rHAQYyVxD2ayiGVDVtUa9F0Cj4rdwQUK5vIa9b7c15xLvNNzAhl5BgsYJvJDatIUrvRNQJTeLrNXqUgSiE++VrPd7D/S9h/Oyr5rnvBmbgRyaVDzlMIhZ7t3BUFHSU6i8IxJDptOT9JzExSl4Cd1BR+AeoCjJcpMOsHWBfAXEyqGlvYtY83ugFMYgcghdUOOJFKzT0GKLgdNDisNrhzg6jEg5o3esJcABSRQr6z9peI+BQlkBJQu7IwLIizE0TTIYwbuia1mumL5jbI+55LcCad/UA5SzAN7iVS48YInHjT+a9JMzmWdhgxYaaWQ5mUwgJgZYc28FqnLXvMDsPfuQEEIVu6WfALBhYINPXtrbX4u4TcIP5Ag5i6FMoFrKm6Fgwoh+COIlk6pnsSMnRYEICC7oGLZ7fj3gMiLV67vOI6eMOCU477G3t4dpmrBar3Dl6lVcv3YdBDlEZwa22y2GYQCYMG7lOmjBhxDEWcA5Es8WW8SmN7X6crHzAMDDaekdASEA5LqzUuGfVgPZ+W1HVwHUowZqA3KuYBZQnBPq/fYA0yFFL7dk5eQDum4AyCGOE+IYwUxYDYPKHs3PxOIdJcBHwPqgR58ypjgijhOmccLV7RWs9vbgg0PcbkFEWK/30PUBvvc1h2uuh5LeefjOA+dXcOEYR9eP4T3DrzqEPsD3HbqUwJO8I8YJo3oWeu+wWq3Qr4bZeNoGUnXE+aFqilI1WpLwy+JO7QK25xApsC+CYkoRvvPouEPMEZvNBmMaMfAEhwAffAG5baxFxqljQdGt1CYGGjCx7q6k+nn9RJ/Q6tLlnsokRXeluk7mPIAqkBqy9xE17yJzSuDZrQaUVquUdzbeR5tHtdINg0fF4ERr4Oxcg13PiVaIVEVSNhpXnmsu+fWw2wwL2UQzBBUV4ETRWzj1BuTaNifJuwtT5Ax2KLlHapNNcKim0OxaRdEtYBeKdwBbAuqSK8OeJkImZdacG/U1UoFMZtxAmeK9okqZKSszO4dZE2RnGwgZV0uAXT4ncIoAeZALYM4gq9gG1MTNDUjHhqA236Wc5RRbF00ryrh0hkXZg4T5SVgfF9SfG+uQdcBt0ZWRbcE5uHmeJ4IuKtEoOLNWqpMNATzBniQDJf0nkCYrl8Gj0tza39lCKddR9TZqyYlxZK6y1vX29MBAIVmoGc5yMdk7beQUNGLSc/9G2ZWm1D/KYlc+NC86KcGp4S2e4cq8aXwr16CUIleLoq9z5ni2fi38hcAyb42wOn11f2LSweULJRmweUUYXb7jZnEbVeXeEl3b+HsfSviTa3jblGUYX5Wd0Ni78S4BYHmv2tOl8pxGDpL96+z0BaXNrRxtWaiEODUbyGmbgoFMkvdCvzceydYPoHBhuUb7Z5tpfWK5rsiKooFXsLV0pG1Ls+maUlfUqJ227XQCBla4MhZc25fNKwc1zHl2fxHYRXll+1wfU8Dopov1b1Lgndrul+8LLzTzMd/39Erb3NqxJGuG7pu7Y0DQ6mTyYmm7hX3UdVvkr/2/akKzPVP2vGzq8cnx5ma84MR4BepeqTntqB0k6DpjBiPVClPU5Mxori9jZJ+0stMs94VAEOAlQIAQdfyZDY/tHW7ns4STHkkGGLWf2fW085P0WnBjoEO9j3butetS0qTbLOFpw0AYt3luYDVi05aDgUYEuV/2Qm2z3mv1PEKQz5JmtG7S+yElOXibonpECRPCe4euD3AxYSIrDc/q6V0NhVmf9JyubaN5MJVoWNZcJg7oAqHTkJZJK+h68lVvJiCRlslu9VxTMGx8S3U0FFmTFHSyqry+k2f64KSct6aMcI5Ed0yMlKQYy/HRiClqe7McSIGluEmcRO+zKsGsldpanVHkB4qXBsea21M87qs+5D0hBNZnopxrQnXFmGouJeuebT82HgTVjVl4zfk65gbkxVTUyboYzLZs9MriUI6iSpe29lDwiOsasjE3T0llH7mHJYn6J0MU3HY7ou/7eRLrzOCcJMzMhWKfzSo2kxyuAoDZSRL1YPl7atGEE160Ole2tr16cnPO6IaAru8QY8T58+dxvNngg//ng3jSk+/Aar1GjAmbzbbZlxlB8+UU3i/6Sk1F4pr3z/PTZE11IUxKLfOZrrijS0m1Narf2+fl9/qhgUfVC5slxUkZw7rA5zoUcFIaK7CVgThGxJjhnMdqvQdACpgUm8f43zuE0KPrCSF1iF3EuBkxHY9I44jN4Yjj4yN0ncPB+X0M67XkXxw3YKhXowLLOSY4F+A7Dzd0GLdbCbMagdB38H2QnFHBwzuHcXKYYkSKEcdHx0gxIsaIrutKSBdrxAqyRLSQa/rbyFbhP9VXWldUqvxnC54ISJz1gNfBhZpneMoRfdbwSc0fXL1uqfAlmjkrjg/czk2ddAJK4ZDyfRZ7z/IFi33W5Cwl0uIgO7mYG07YPThrdbR50ZNGF0VjxtkCK3aiOZvYLR+5cnXD4JFrDKB24bQn2FLaWIUNZzOd5sLDhHEZOOu8uQpq7KwjSBk9LgqrJeaLMSPlBI4MsEfogqTe9PUZFocLZnTBIWoomDa62DTcggcFPGoMNWYwFChJGYm5BHMXYw1VWNnmW4WVdLoVQdIlA3+akxvdLA18k9OTpH+LFmOeRzlFBUwccpokVl8XCWVLUGqbJYM5lUVCqOF/BoZxrklSwRY+YWOiD3KiehqwYYsspgQ4X0pzls0BVNus/TJjIsDXyn1UDWQ5NasnzwxtX8NDM3Fe5jHPN6MqCeYX6xgTUakLZ3Noc8/EYM0bRKAyH2bYiZLZnrlW3mkVQfOqKJcpiHMWsWqhWQeRtbJSTnKExs11bfhk69nVAgjtd9YuOjGOOvYNj9oclcTCj3MKQ1PlpW0xAbd96qdo+KoCRA3YoRwswl3nrI3Lb/m5BQWEJ6qMNjMaepkPoSTo02aA7IS2fIKisLWtPs3LSAAlV97d8sLu9My9kyqAc/Ypg4GJspDq/jJPXFzWU1GiM9jyI1Dt+wzI2OEe1vvrQYT2o5EZbT9OaSoKcKTtS81lbBamKq5FkTrtecbbVvzAcqE1e4Q1mJo+GoBU2sPNfBRlsH5drY7S27Mnb+ejFvQ2ryjiqkzOvdTaxI6NDID0z6mHrmcvVdsoi86cMhgOzps8oSp30cgTRlH4ajd0LzmhVOk+Bio8sYuXmZw9kYu8GaDHv+T52JCDVDl7OIPVdqVWjtu/xiW++dx2MNq5NqPmFTLwyO6zcDTOsLQMJ+bJ8rKCGdRLWItzuQA8RcaQglEMhCwhZrKHCzhkIIDxjYXPFRCL58u1GBsZGBwwRmgVNKDrSIAj7wQsgoRJpJSw3YhumFICsgJXJCAUNPwKwEzmF1HhAI6ahzZDwhx89cKxWcspA1H0vmQVnZwXTx4FsFLMZbKSLirvah8ld5kdyurYaKU00+okNEwSNUnoUUaKYwG9QNLnzWYLZElcDTCc5owhQsnxJgeEpmNovzPQdx7BZ722pmuIk+QCdUQYesJ2lIpthT+YkZEQIxcPIJs3q8pnYYXJ1OysAGDLrFTH33jDvN5a5nf+JH9kN5c3loiduXrgJRZ+HwAMJGe/bYW7qxnYAqfIrYY/PgHo7rvuxuVLlyQ5soIPNk4gAZGgxWC64BXwsHUrKTIMJHIAMkdYKo2ixzTeNQAaddl0E8tv49B3PYgkZ+Tly5cwxYj3v/8DuOXWm3FwPsB3nYSXaW7d1XpQG7nVUyAH7Pa56hpObReo96x5nrSyyzk9mCt6e1MlG6oTq17X8lWlOaBk18KxvJqkQpg9C6h6V6s7lVDv9iclkBehOE0JOQNd6DHs7cG8jKR6r5N8TNYQmSQE3yN0KwyrDF6NmFLEtWtX8MADD2C16hH6gH69AoiQo4bLdgIe5ZSRpgnUEfIkuXr2D1bI4wjkjBylLKQdvvaDJLNmADEmjMdbbA6PsDk8xnpvhdVqhdD1CM6Ll1TKyJQBcpLUm+QANfShVJedpqkectpoO1KZ1uSxBQSY4ToHXhPPZQXUu8GDY82TzKz6sdm6ykjFlgMkuXmd5iL7AagbsMxZsfeTeglnaB7g6hVsvFZ1b3tu1R+JS6Ka8k7jEwnxx5x57e+mA9z0gXeVtNm1j45uPGytvLSGahiyy16EB9rJZanOY6BKW32MSOPAmxOLdpxM4eXyF6viYJlkcvWAcVSTXWv75N9mH2Eup/mS1b4BvAil6tZpebEEqBGX4ZQk/jsM66q428QoAGP99a6qccXWoNonyX/CWmHm5DALXsT16IsrkJBTQpqijCuyhCV5cb6saCNKJS3mCmpJqJ89W0EjInjutC8ZLiWJcfaCjm42kjOq7wHyqthwRtdLokkUwaeIPqiAYE49b3IBoXRGi0EhiHwZKxUWyVYrk4b+VYHt2lVDiuKaweT9CcCjCP0GqLKQjfbaciruJHwuNfdb+7KCOuyrsKimFur4nzqhZxORlNeVjc61bFzAHK9rSCrzyXgbQKpDO9fMZ9+xbnrKbCUERU+OghdznLlUgyOgnKI+num2Zz0VgM6z9kdC0cxjDeCcpF/OFVBITlLtJEjm2ICJqkUBrZXCEC89ryVjzVMIrKqAIz1dUWNENWSTfxXQox3eq//XzqCeVhN2WHo+50qZMzz5BuOhWTdqHqP6Vulrs63tyMAZAONI47wzciJ02i4CdAwBIqcegNRUFcvVTdf61PTDPHma87fSFqY6FiBqKoHR7FmtT4veMhvPVgksHg7F+mhV/vmct/NS37UzHa2u9xBEMF+f02WBKK90YqNv9yo4yZ2S0gjve3j9vE0+TGrdmxRqFRZmVKXfTlHZPOugQGo9bbY+1dyDxhMVRLPPTrSaeCb2bP8jm1PdO5zNlfOqpbkmvG4hhngbuebHwJxdTjKPIgOcSP9t70k4m1UzpKKagxjP9ix7lwE+3s3Dy+z5BSBiTU49iX5ieZDAheVOkAFWFnHVAgtETWJuBa66AHS95kiKqNXZgoQqtWI8Z/HAwSQGTc6m89eWWMJqS7Y8kYAGF1f1u6Hbcb6DeJxPUUAqqawrJ9+gCmKbLCRHGNZDPSBTQ9cHCeEhIpB3mOIxRvWqCkCRLxLWRkW/JGbkmAR4QkbXiQcAQtCExbmAKuYNJsnNBViCzhnyiGHVo++kWErOGdvjrVS10nkWjyKH7UZKyQUrmKD5y2KUgcksB59l+2MJY2QG4sTISYBCkICELU9pLm1pp4JH41Qr5hWeIAlLtN9TUr6xZzX2M2AyR++vBYJhjpiMGlZ5bO1Go1NRvecAkpi7DR018X8EAZY+EWi7GXH3PR9C/0CPvb019vb2sBoGrPfWEgo2ReSs6zp06LuA7cbiBeUg3xIPSxqbDKQJvetVx6oTMEtdUQbN6ZrwOvce07TFuN3i4MI5XDh/Dvffdz/uuvsexMS4eOki9vb3cOXBqzIP5w9w7eo1ARe7vgIAbPorlX3OwsQcE3KS4jHVMNP9kCykst4neyaXhp+W13Z3n6o2MIHIw3kCKMOxhHAVu9l0w0Y3OTM3jXNSqSBOJaQ1hAD2AdPxMbquOngUhnUqlbPt82rzdEC/WmNvb43N8RqrvRUIHkdXjjFNI0CEyzddKgaxcyK4c8oIXQ+wOFOEbi2gzHbEuB3hg0e3HiT8MSbE7YgYI+545tNx9YN34UMfvhfHD2ywGgbs7+9jb29PAEEigDRcEFkA7SYvqyOC04TbVoyKiIAshZvEfDTAkjWVDWvVawElpykhpYgIj5X4YIOJkFvwxoAWtjyfVD2dmoPSkwdeFdTXSZSxj6z6lnrWO9JUKK09UViw6leoz2m1Kmr5FBYhNWtGk8OJir1xFhGRpEF5mOvOokcOHj0E3ej7Z7laYMro/GYLxWkQFwDKNCUz/a6X09nUnnZTY6iI8OISI14NNjttUfBFXZBTzhpDTbMmCz84MD/0+aAIKAFJoJ5KRB14x7Bj6Pcpobj2scajJ0lWnVKCJ0bnPDJHTDnCe4/gPTwEQc5RytBmzaTtXYB3kpkemRSBBZhyGWYpxRg1+XZrksngkRMAJzHUgOACPJiJBBZDnVmMzVqVXhg7Uy6KlW3TkuyREXMsp4PeE0jdvIUUELCVQ1oloTSvWZQ6T5KguNE8mombhbQZuAkziqqB5TJXb60mflkzDIDOTGdax649IdnlCfueZQKa/qrwJHG7966WRF2tVwgpYdxuMU6TgrQiEFKaYKdCsI2zqYQ1B0dKQ258ET+OqACDqMLVklIX0AbGfgKOOQVWnHolUVnTNRTNNXMg/6eyMcFRDXXTcRNh7DWBvCj5nFgVXAFXUjO+OyqH7ve0U8nDZFcDeBfFoPaXQGo50vxeOwWUFapAqwLSDs2mO680YR6AmRMiJLcFYPrEDvBlOaOgXnsMEGXxAtyZq5knDYBMchqdspyeYTY+FTxrFTIDmna9rArIVMalGrjOBD+MzQ2Mphno2nqMto/e7UPZbM+4pnzElpRTcjL1Xkx6C/s1RbL1BiR32mZe98z2u+qpVsGh0rCiDHHh5Wp8yW6Yi3KtQI6dVUA9jRh6uFI9hYU3pIMzoIvnyq+jPAOxBPgT39XgSKvVwVgfNdzhoffyJxrZ1qm4CIBqrJ4GHrVOGq05kXY+s9/tnhESkkMAzqECVj0EGPGaFzdqQumg1cusEc5pOJnp2arM5lFDvRSFYjSAj3Yi5qatel8bitZu31m3qSlKI80ZLkepAMcMrPcEXCr3MON4mxCnmoT73EEAOUaMteoXgJLQuvMABYCcjrsXkMf4lQHEMWOKkhTaBjq1VXMashBy54CYJYEtAElsayG0zOCUJTl2l3B8nHA8ST6oYfAIfYc4TthsE/o+oO87yUczjVoR2fY0kjwxeQQ5QowMTgIAsQPyxKXCmSdgyoCPGT4I8JUTY5oytqPtI7I+J05FNiYdyMwCrlnS6yFo8m9UwNE3jEhOQD+b66g85dfAejUgMWOMSaupMUYFwHrlIWYgEUoxGO+B2FS1szknV89eK2hW1wn0fnM2trSULs29/AgV2Cw6cvuM5tqV8s8W8owBsqbO0g4/nvSUp34Krjx4BUdHR3jwwas4PDzC/t4eLuaE/YN99ENXeZIjttuInBxy9iXUzfRKs48IuaCdM/Co2Sds7yUKEH3eFZmx3Yy4du0Q+wdrXL50Cc97/nPxB3/4x3jwgSu47bZbcenSZYR+gPcO4/FGczUFATgakLZWLDZJWZ0dhJfr56eBXLPqt0rtIXIJcZ3tVXPPo6wRKM57LcEuoVOmfyAzSGNiHaEcdgbtC/SQHknGj2IGgseDV64BmXHLzRdBKRaAq9qeYr/aAbM0SnUr55HR4ei++zGOWzz5qU9Gt7ePPE3YHh4iJoeDcwf40N0fRt916FdS3TH0kqx8e3SEfuhFR1V02IUOveZi2lw7BgWPrgvo9/bQe498dIwLly/j3MWL2Bwd49rVa7hy5Ro+fN/92Fvt4dLlCxgODgBQwV0AAS+ZGaEPCD6o15mOu28PeQHA9E6Zs6gygyggBAfmCdtxi4ikAJTlGUYphMW2sVTOkBQwsEO/SrYuCs+w8URzwAbZA6mxMU0f86rjFzBJeanre01Ubzs+z3hN8txp5TpTnpALLuIBZCYACV3wSFnCSTNFZE6o+pmM0w98zxvwg//0/4d3vue9eKT0iMCj2Un4rnKrf7Yxl1BQgsjPBqjcsjv4qjwWhVcZxHIOmaLssiLW9pzikwvMtIBZ26GLyAQCl92inprWxW+eNKXn6v42EyYwQ0b/JkhYgZWAaJ5rfW9bllk8qlzK2Mat3B8AjkCaEjhFOGSQV6EVIS5+Wo7EZQZ5by2p6+i0mSNT+msVATOaCnhnDJ6zKj+EjJrgkNHBMavCKWPIgOZVyoDl5NDFQjkB2anXk02LbBxZt9/MjGALDuoyny1eWZPPsoJ7M9flWpZeWFKNW1S01oSJGZX5DP6YAUjtrCvoRJnATiqeJZ6fpqMR0Fz45uHJQAEQazWTRkBoLHBiQdH7XtxKnYJxzAzvPJJ6oVn7i8eSaWw292e1QRtiW6yFOH2iAUjF9ZNqqU8p31kVgLmhJT0uVS/UMimAcGOMO2M65TFyhJwSPLn56RpX8KKATlyfW4ELVboamZDUErek5vUEyfrWAETaT7J3QpeDAzqpryynwUUGm9elbpTNBteOhb3rxN+scl/lq2PxFBQ+9QDlAm6C5FSmABK6fjNVj5vECSW5IwjiwdKESM6UNczc3kWGuVOF3FwuV0W/WQaz5xYxcIo8aAEklBOeHVDD1ap3WeV+iql4B3rvpeQ926nU2YchFVBDee8ugGLr3lytd3qvPMHzvrXPbx9e7qpgqDMQjQjQcuW5kQWV/8zCInBKJXxZdJdm/xAXtcJpAlzKXJpHE1kuJWIQp8oz6pbdroMnOpW9sfn7LCldtRacCGPj5vNifEN+iKtCqI4h6PU6zgIwMAsQ0PfAtJV7HDShdhNiNTOpSEPBuK5NW/6u4dd0SoeYFZRQVvBegJoY52FulirRm2rXbmWN8PdBAFIAuHo1Yr0O2N8fkFPGOE5S4Ss16mQGIps3C+narrnxwBEriOe3eL8w8sjlfNPAnBA8ssuYYsK1qxvx6PBA6Eg8q2De4ar3EsF3wBpOPaqkEAtK5SaAOZaE4V0f0FMAeUnR4IjLOAx9jzhtxTsKAJFUfOu9jK1joPNihEgi7po7TirVyQASEfquk7HWvXKaBI0LHiWE2GuYoM9cQsJKlgadB/E0It0CGHGSKnxEW7hAmCJweMjoOgEZOdcE6XGq+Y6kIrF6x1B9V8tnU1Y7N0t/oDxtnlH2bwGPUAFb4+WWn0sesGZdnaVjPdR3H29ar9YYbh0QU8Tm+BhHR8cYxy3u/tCHsbryAA7OHWBvfx/D0KuxS8jR9qZGg+BanbXu1xYWNrd5LL2EAR7eOaTCb6qFqudejAm333Eb7rnnQzg6PMI993wI9933AJ73/Odj6Hvcd9/9OH/+Anw/WL3oAh5l5qKfGa/GKVZ9UHUU1+yzXQAmFrSYSSIPYpKQUiIJv7U8mJwTuq4HiBCnURwYit4psiHyCA2R0fHgmSzCzjhK5UIbJ6jupeOLBA8PnmQxSLPlflK910Jd7YmZ1ePb+Zlw5pRweHgdznuECxfghgG0OcaQI0LfoRsG9H0PMGO72WC73cI7OWTdbDbouw4+BKz6DmHoQL2Um3fbDTZXrmM83mDakDyr7zUcmAEn4MjFmy7j4Pw5HB0e4uqVa/iTP3k/br79NqxW6wJGDusBoVuJPE0J4ziBAHhD6c3+p7bH1fs6eIc0abEg5zCsBjjnME0Jh9cO4b14aPrgRRcn0igmFKBTAJk1kI/Vemwq9jFgVWqNXNHtVFdy9TCaM+sBqUeMUXRFLdYDFq+uFlR6KJrpczBZfLo2IB6qCjJljQZTnKNEg9Gjk1CPqeeRkQaaNZKzitB5TozG2FYFXNXoRphQSU5crjNAQR4ALi70u6ezpji3b2yImlPcgh7qV6bQAyXhLrM/MWnyr17pZKGyZU/U3VK+NjdjwDHBJZIjNA+MeZQxsnABTXDFnIqnQg0RUANNARZiRnIOCJKPIjPDpSwutdmMjVziLvNs/EUltdwlMlaGdlYAx8A9Q9LFkEKJy7RE4uAalEHOw4NL4kVTHCxMTXJ3COqe22RexUQh9bSkJrmnGUCoc8oCvojySArEcOGfGe9wDfOypNNmHKuULoLe5lXmHiW/Q31Ww4skSdoYKF5xjLqRVXZTXqXW20E3zKb3M0PYYrVNLpkw4owU7aRF7yzdaDXnU2jnu9l+1n5qibMe52SsMFMMVCbOgJvmeucMeDSwyTwwZB1b9UOTHwYIEBGigY02J1l5kDOyk7VQvJ6ceiKpYuRyBagAud87p+tH7w0om4pcw5XflOdnVloLMJHKoSZZpGsDPbW/sGfq803yOuVn5Dqepf1E4hWnzzHAKEN+DK1h72A57FJpZqtENiC9/e2sbe28nvRCqR55Z/OCDklRwGaTj8oXBqS1LZGbaq4DzgJ8uboxlMeV/qhcMw840r2pKMOntKG2pdlDaH7J7LQKrfzcaYPxhbHGzGSp3jxzBcPeK8lPSStYltDtItsInsSz0/IIFhBL9wMuYoLLO8tQaj/Kzu4YRB7Oqewq74bwrCNQEF66eNtNcN7h/7zzfScH7glKrVELVH6372jnOvMq2mXB3b+JRBnU1FflxzwsrLCFg4AveZxvL8zV8wN6nenBOQuwYFus5SGyPDdJQ5NKf0xmnKLXOkfwoaYqIEDBDL1W2xFj/dyhOqvPsGKWJNQpAavVgH7V4fhog+PjXHPh6AB2AXDE4qGtZZvtUNMHQtd3SFHCxLJ6Kds7yMl+wEly/bRhb961B2SS4Pp4yxg68XLynUMos5QQM4MNQiy6LdQ4ycjThC4E0ZtyRmbCOEk+km6AeqLrWJIAJpnNe1sMtUnXeAhOwDZXjXDnXTFwUoyS2kCTv5YtJUdpOyTENiZpd2q8gAgAPOCcR/AR5MSTrMsoAxS8AEUaSYRpEp4pslDnJiWo9wCK16T31duphEF2KDo+Q9tic6QLKUO9puw75TE7v02sdjDqGjKAtl1TZrKh+fzxRnY44p3D3t4ehmHAZrvB0dEhjjcbTHHCdrvB/sE+9vf30A8rhM7De188jWQSkni9k1Xfaxct77zTbAtCTqRed7IXO+cQ+h5d3yGEgO24Rdd1eOYzPxX33PMhHB8dY29vD3/yvvdgb73G05/5qUjjKJXaQo9+EHe27WYrebdWKwntyhnb7aYyXrFzxCvfQJ+cGRZKV83Cdi+FAjlAQavt99kmvytl7atG76bmKKaVTXm+d9ofYrdlxCRFg5zzVd8g4ThH5sbbtMFiOLUCQR5HjEeHUtlufx9umjSPEcP3vcj5YcD+uX0QSeqFOEXEccI2brG3v4dpnHC8OcbR0SEcUalY3DkHHwLWw37hAcmXFOGDR5wmcXyA6Lf7BwdY7+1hc7xBZsa1q1cA8uj7DteuXUPoAvb29tD1nXpDZnBKCH1XbLc2rKt1UCl6oGkeziH4DkQe4zRJDiUAzvsiRtt9R2SC2AO54BJ1SgsfsMieEtVBKAfOBAJ7AaSyCp5Zuxs9XiKNUBPsnUE5JwEwzZEga/EsfUo9fJZDuZwMLHLqtWm2p2EDtMNsN06PDDwinMLwLThwSiPmY1TucXZy0z6ehKk456a0uSq1ZngXMW0eJnWhmAdNG6M6U8fLn/LLzPNJn5gBBXikkwwFIEgQBNKToDIgLIxRgYZq3LXGRW0n79jk9tYyOArGSFJwapJtCXAgrZJSqxrOZRpZFtfnRNJ+TqkAOwYelZw3JshYvZFIcibJqVodvypIrXSrGN2SA2N+XfUvIEAT6prbX3mXaaUECV0zUI5ljO00XIQhQN48PAxAUWCIAYYwP3PW0XUFwbUdvM4tCiBGzOWUyYz0XVAz66bByg+tIZs1jLF4JjXm2q4XgT3ThL8Ada2VqFDrTPCZ0S7hJuZFYmFpdjKYUypgmQg8M1Yt2HDHGrX2FGNTjHXVIereZtLztJsfp1SBngqitdaHqx/CvLQs1IqoQeHLbcJRBVih5joDUxhFISn3s5xUOZUB1Cje0hCcolPUeaqAjSvybKaYlPxgrbKC0jdTJiTB9vzZAIpXFLcbGEOtQ6qPUq8rhgKzvlWU5CJWpYVp9voyNtwmNyk8Z0ksm5sKkGHzc9oM2/qknU/a3+jEX2VvVCaf70M2w7ZJ6ZqBDbPKIg0vk91gJ5dD08JdoMs6RY0MKg2rrHniXmoA7+oli9kmX64ngoQRsq53njWqPtdkQ/2zznbdU6l0ngHiskZm9xgLquE7PyBgsCqyiaxdDQuS5JOzhlgl1ZypGPpZZXK/GrA+f3ByTJ+AtMtZreZjXkSx+Q6oXkq5uY6b703Xsel37YtIkwnvvK9ckptwH0bJRdSKow6NOiTOy5KfhCRsybnapuKw0Ig23fKrGCeAM2OS/KwCeHViG9n7LZF3VB2ufW4rNcEGbjGmMSP4KMCII3RBwKys7zDPJgF+BLxxuQI+ICklLjnLJOSeIGtBvFrq3t56Z3kvchpUT6anqCFcBJDjmkMKVnHIdAIJtxPgV73YFXzKWQt96LUp1qIlZSxIgKvQO6SYZL1m8bTI6tkgicnVM1Fzhsq10oEYU5X7Ze646MdOSwm7LLqiIw1TLGFkEuZk6jFD59VV77ajQ31Wwx6OlK/cbDuScXIobTd9JuiZb+bK/6Yyt0zR6kGe6jtBDR9z8znmbWvB29bj7/FKonI7eAUvnXfoVh32Dla4fu06jo6OcHh4iBgn5DTh3DnGMFyEc15TW2QkqrlLQ2fhV3pADCo6vACjki/JkRQvoUBIkPXT9wNiYkwxwXcDhmENZgfvO4TAWK/2tNJgQgiSg+eeuz6ISxcuYFjtAd4jaTxtP/SwfLpxGiWPK1AOkk1jJ84Am89tYzcAqCXabd3a/qlhZsWjA2W/tDVmIU6SozcXHpN/VL/hVhehKp9ID+nbiVJAgCFe3uvVGjFOODo8Qhh6+BD0YL88TdoOtY1yqm6mToEOtRGQM4jFlmQQuqETr2oiLTQjffXBI6SEYSVj6yYnHjTjhKNrh4DKiND36IcOfdeLZ08XQKFD2m7gvZecT6l6UIcQcO78OXGSODwCAwjB4+jwCNM0gnPCsBYQsHr663jrOGJnrEwizDzLVJA7J+2eksqx3GsxplYTqn9UfbaBqSqyCMtRKbKu2RO0FTL9BE+u8okXm9scGVoHGpPxbOH+anuK/K/pedqDYs6pXld4i4pnfDs2VNpt3Wjht0dGj9DzqIymCtmT7lLF4NFmVRAIJ5TaE2CTGT5kHiP6nOKJ04JHdsxFoCYDnnmxmNFnDJGtAdwoRC2Y0WwstalmWmhIEtmJU1XKsyrksi537qa5gVOMlOY6C4+TybauCVCTk1ROEwWF5i7oaqQSmxeQhvLlXPIIZAWhjFmkylhVZNjenyX0wnsuCRllIZRZl/7njJwl1GBmJ3FVkJT1ARYFxxuXFtSVi5ki4QlOkTpXQA3nPNjJQvHOaQy/k0plZqAwz7yKWEGhKnht5itPmlu4mlkFpW1Dv0ofWPiHGzdxAxCLZ5M+Z5ZLqLByBYHku1hcUsk0HZhbN59yryh30d5Z+NXKosr8VyOCCnMUMGlGPL8W3IwTYPCXmH5U1kvf9fjUJz8V7/nAn+4+8HFDc9BoJvXL93N3Zdd408gzqucI5gId1YvJdpgSImlGQQNEAdBk+E4PpoR/Tku02La/gplUeGd2qmL/txKdZ0p8AkjWqLZ+9m0pdoBG/mkb0faRAXiIfPFUj+5Nyy9NcOVj41v52x7YWiy1DRX8sGfUkOXCk80lZb/eqaxR2g6RbSVxNs9He/cEschcgsg/7dDuuhEcm1BTmNTntFPwkIaC8WEBdauiKF/XVQnrK9lT9cc8G8sjXRneopTWESmGU31+897y+DmwRWbKG4O5XJJnywV6Bali6qUdpDngiqdl0Q+0XbUhRf4wcCqfA7U/D8HkTxhqpUad3/n3rvm3/V61pFItbfd++77sSw1Y4z2A6RTdvPndkhIbyFT2SX12yoVtitpj1zBrOBoJKBOanEEncteo6MgMTMn0GrkndLpPNhW8nDL4Ce6hZiyb31PMGDejHgAwukBahayGRTnrZwKIslbPpHJAFaNVe3UajqVVilKSfmYBgkJHRYeh5nArK9AUUyNqId/L2LaJrz28l0TkMSZ5Tm7CrzQsVAx5KuF0rYgHWTQLKagi1YiiJp72Hghe5KP1rfUQyXp4WeS+7aOmL9neqJMqQB8JsKcrXjyCcvEs8r7yR1DD9fgwwZECWaj8YI65jYSce6Cp+GD7nAWUI9kepVW6zxWvpUY1L/wxm4vKUy2YBdR11noG7oa/Pd6IGfAkJc2zuEegGzqEsIc+dOh8wPFmC84Zx4cbcAL29j3OHRzAaQZzqR6oa4UYXedLrjwLb/fOSXXsLK5i3jnJb+iBpAksuq7HOE3gTAihR2YgkAfgcHS8Qb9awQeP48NDDKsVvHN48L4HMIQOzndS4CZLmFa/WgHMGLdbzQNGUnZe7Sg7DNRRUINftF/iXBBnM+QtXYHcUoVYzVNrmzAj5wrowqp4geWgjXkmd+xWwHRKsWmsAAtg65UAeAnBCh790CPGCZvNBgcxInQdYozqEajrzvb8rDlznemYLIADs1ZxJpALQNQK3klc+VjBaMud1nWhrOl+6BH6HszAuNmAIB4uBmgdH0uqjdVqhWF/jTCs4SZXcnlmJ3KRwYDzEr4Fxjl/TgdHZOPmeIPNuMUUJ/Rdh27opRgNN9hB0dlUb202OXKunKURAeQB1gP2lCIIkp+uC068EHMqofLZonXIV01ENy6r1KcfFH4we7+NihIb0/iAAGSp5M2WrsTmy9akPKg8XvtGLJ6k5O3gWm1XLUZTdKhiX3/06RF7Hp1FJxprUnM2KM0jyDajyuxtiIg8UybGjPWsuY2K0ZO5LggGmEVAVWXUVFUPM7NFQKAY4gK4tJ4ncwPD2t4CH7TT9h0rBazxr7Br1WiAKgAFMNI+tgq8ha1ZQmxiADmJB44ExxfgBzC3MzdrBmk70PxrSgPD5kEVd10MKeWC6LdqqExbhrhz1q2wNUJknjK4bYFpcrvAUaONitLQhIQwAK9hMuZe58S1dF6OsYKEBWzU5L426HaiJwBQttGCAUfMkNMPNIZswwG7RvfpZJ4lNn+1by0vMyBFhBrNtaDERixeDS3g4SBKovCFJiSkqmxW/qMKbthHVu2wPr4Y0GVDsncBs6S4RSEi4PzBAb7yC1+OH/zJf3YD4/FxoiI76gZi/A1UsKKtwNbmU7EQCKkeEpA4iRLgHDw5SG4WL/cw4Ima0AMCzd5mbUIZywoWarvaUMpZN3Z5ERXUtA2JTufN9rP2OQUcQpVbANRgJHBxdQbYwvZsVTPktKd1RWee823zdkvCrE8GIxfF3Db41qXYuLEeFpRouxlwZPyay/ubXDqm9Je+N5tOHUV9mVoK2ibvJS9WAoqXZrHEy5qSNoadWPTZDDbKiw00gWftmnXKxqys9ermXKQIcw3R23lOPQmdDW4FvJt1YJQ5a4URhqfGUNL9U/aB+bgZsFMBnmavBkSxIkLOBKZUwKB5mDE3DaEKKBlwdZqYtdtw+tdPRCJUL53TxsTGvF1bbdhN+5xdDYdO+SMEiEEV51+FRocz/g66ZoxNWb2Mpqxlz/Vmy4sUrPJWlGflDPSrGiZGqSa1Btcwr22Uzwm1MpaRRWcQqqcJUS2xXtaytl9T/JR3xpEBJMmfExzWQ6ObKjOWCHKS8K2uk/CJcTvi2tUNvAeGISD0ksUxIYJI8s+llNVjRhqQEusJfILT0AZbyqvBvJ3maQEYrOWwCeuVR4xUDssY6uUECbETryZ7T/XUUhUSDCBFRkJEjGgjnRE8MAzAauiQc8I4ZWzHhOAJfSeRAZPGGYonGZfDGPEmUL0nS1JX8WqR8BbRYVLpr4yNtK3XJNrOa14pOHiXJOomVE81oIY7ZvWAa1SrGqJIKvL1HWkSsLEPsjbGrXmToeRmcq7yW2F8Gy+ei2JqLkkQzz/Lh8TKoxPm9zyeKDKLdx4TnAsg55Gj8Op6dYD9vfOYpojN0RGuH17Hlfuv4f77H8CTnnQ7Ll2+CV3nkGJGTAnkvFREW68xbkc9SBDUjtqiEMX2ynDkS8iNGPEBe+s9pJTwwINXcNstt+Do6BjbccLlyxexv7eHo+vXcfeH7kHKGbfecTuuX72G69cOsdrbw8GFS+jWPfIUsdluEFOCdx59J5W8Mld9XKIPdCO0AjVEoDyBXA/2AaBcEzQTzQ6JU84gSrO5rbZNzStbDuvljxKJMfM0BhXAyIGKTmN6T5XPBuZOYGb0JRdVdUKwewXbU08pJiAnMGfEccQ4biVHkSWe6zoE7+DHCSlGUDqqhWBUcJoOm2ISvclL3HG3GnBw7gCcE7bHW1y9ehVHR0e4fnSE480G/fEx1qs19s/tIzGX6JUw9AirAfAB6egYR9euYX1OQtTAjNX+GuPxBvff9wCOj44wjiO6ccQw9NjDftFxy8Fbo/eZ7eWgeqXOhXNQhwvxmpvyhGnaYlh3Wvhgwmq9klQwY8I0TlgNg6lIBVDLqLaXeahnjZayiJWz9JZdR4HyOTC7p/Cp6eaNLmoMVQ7fmhvJNuIz3vNY0iNMmD1XTmb0UI1tFdzyLJrp20BjIFjiqhg1U7k8I6epmsMOmkiawTmdKaANeNpVocyY2c0DUcJRrLVFI+Iy8eS8MKtTnyRr4/xJVQluQ0VapJGgi1tfksUtUwSvlnYFYOUjmbicEjrnNJbfnTBgzRTxYEl4XRAF0tAnE+qs7qRZQ6D0nRoMbict8sxcjIVSMj5LtpMCGpXhYhCJJ5AxMgzws2sI9QUAUk6IKaMbeqz7PUQVdoBsLNuUsF71ZeMxYQwdnyK2WebEZSrK16nG9kyppPI8ExQnPOOafsifTYK/8szZKi6CrQh3quNkvDETJqbcqtAmIgxdD0cToianzTljYkbfdQBr5azGIpAwvAzPAcSxgkwspyIeALyAIrrdlOYQSCvZPF7VndOpJJmjnTmAbsy2yTBriKZX2VHJNgairDHV2e5Gs3vU51L9cQUkqkxVAKPZJldgnAocgJBzTYNr/JBbuaB9a/ujLSrz1lqAhOqum8GaByLDOY/EEUlPoSXeP1RvJ1eVBXulhL/VJOC7YI21o3Xmr3wvUIIBQ1WhMhDJ+jvrYn23ymnxLFUl9AS41vJrs7Fq26Enj1J8QQ2J3ICkRIDm/YHLJUdVbQfBSnKbDGhzmbUheLmcRNbmWF642UGJvVfHzJnLhw4msYRzUaPszgYQpGC/Wkrq4SF6KQPk4DwgpdMsHxcB5OEoNfOnUHoj026IXOVD83KcK8N1bQC1/a3MPutVn1iS56NPumWW3ztIEmuGGKZmrDpo0mC9lpq/bWbyzjV2XQmlarc7YSMEJ4BDeaZDASOmSYCg0xRCZgGajC+d2ChIWX76XkAOTjX5dUw13MjADPOmySyhaNZXB2nHOEqYTBcUYCCpytX2r2DHjZgcJ6BTNI5ZgC7ngC7JDV0XwJDKr2B5FwCEQOi0eEWcIrYbAVE6HYeUEngre0fKqYxtzgk5VjlooIkkcRaPb/H2AfqhGqn1iFENw8ylUm3Xh5IvaYwTMGZMk3lLyfocJ8nplFirx+mgMEsiavtupfMRdJxCqAcGwQN9RxIemBKmMZXx6HsJaSH1yg8+wYcOU4wYJwmr944wDAOYgPFoA3JA772Mu3pOBSiwRQCReAaYR5r3CjiizpfltcoZWK1qeGKVqpXvmIChl5/Cn6nyLmnScAZKXqbKPJWHW++i9j3cfGY/dgx7UvMU2g19+3hQSgnHKaGLDkFDesgRMjnVoyGVtrpzWO/vIV64iHHc4v5778MHP3g3Vqs1brrpMm697VYt+e0R04Tj7UZBG8kjlFi8Y4YwlHfL4SgwTls453C02SBoMmEwEBTwIRDOnzsHZMa1q1cxbkbc+SlPwTvf/S6M44inP+1OXLt6Dffc82FcOdzgtttvxbmDc2LT5IzgJZkzEXA4HmHoe9Wv3SlzQ0WHtEM0ghw2Sr5LXZfgUiXLwvdaOhEq1JoF7UFPszG2Xuytp277HJcEyY/TCOaEfuhq1S67h6Vv0Oq+ogGKE0JOCeO0xXbc4Ny5A8lVxAlIgrzT4OByxjRNGNZreT+LfS3jyej6Tv4eJ+S0kXWgYYmhC7j19lsBJ5XXjq4f4oEHHsS99/4fnNs/wOWbLmP//AF88GJ3bkYwtvDe4cLF8xinEdvNRoCpSfLEXb75MsbNAY6OjvTnGMebLYahx3q1Rtd3VfcwG50ILs2O8ktxnHG7QQgOB/srTDGJk4bynOiHFvWTwI3foMy12poaukhEkuPLOb3ypPayo62W9CTzTy0Ny0k+KTgJORCJt6njjBJttcNTbZRNSjv66GNMj3nCbIYkanJBTvm9encA1knZBBPUtd7JJsuJQSzJ+FgZlvVUpXhxtP68Z0nlR0SNZwZOqLnyeQmDQ5ndGeDQkn3eGI0C0tRL7ATXNh9zcSOWMt6SXV5c5ghygpSzLY5cGQS5jIs1zsILkmU7UKCFcxVUPGWwl101aVW1FIUp85TAHZc4/gL6UVVJxYW4gkcZclLHWQAgUdKqk7wk+PIlrnqKCaNWJwjdgOAl0aS5Z/ueMaUR22kSxcMHhNAhdN2JBNRg80jjMt6ZNV8WZXGdobmnhxmt9rv9y+U7abqd7Cc7NfEk1Q4gsduJIygRAgLIcx3zhqG4ye8y9AOmaYQdD5KGSBH0NNJZuVO5V6o26CZDVLw6rCfWLjshMBXTgC+QutjX5pygRuae8iVOCLTHK1l+IDNi5cepp1EzLs4VLZM1Z5WdJtUxNiLUPEmqMDDPeEa8zlwFKtDIBjLgowIM1WNwbmwbGRBioHF5j71LdpEGyOEia+ydUk2mmpxO/yd/pUYxap4PdTNXbVfWgNNwCJUFcGU8yprT+5mtz/WZtVPV+BHeNKOkcOyJTVM8w2rfLYmlE4FZQoXbe4QP2nls1vZDgKH2Pim6UEsQW/8K+KzA0e6jZKz0HnOL2L3mtDaoYmyHG1bxA5BcZ8SElCMcPJzzsJPPFizjYtBoLZCdZOKyTWS0oco1I/bJNhrQdfJLu3fedvtcdSkZOya4LAEbp7D4Tvt4Bly1/TJt7rR18kSl1ni1amikfyf9cRBwqQ1Tayu0BVSvndbIDY0lTE7z7gBwnYU/ybzEERgV5PEE5NhqUZVkX6ugTejEm2WaJDHyNAl44UlBIhT2RwgC0uTMODqW964HgI/lXgPEooZ5AUDuFQzg6jli+GxRkxpn6GkLeL3HA+AITCNwBKAPjBVluE48YCRES/kyMggJoIQ4ZWwnYG+PkGM9QDQve+ccmBicGL6X9Z1TtuiZ0s9pFLkiQImGTaSsHjnSGeuThDokAY7Z5KfKei/g4hghFdechqFZ/RadGKf6TgIjNkCJDyZ7CdVz3sE50SFjc55Rk6FnUMzwQQyp3nlMmw1S6z2moRaJM6YI7O0NSApCTTp/BlBGBuJWwB1HAjLuFiDKuXqvTROw6s1buM5BZvNsVz73Dj44xJQwjeKNtSvpCDXJdqksSAKeMUubbO0xapVCMzHteQZuRtS11mqHjxeJVnT4nJHAYPbwmo/Ie1/XL6TSX9cFHLg9DPtDyYl074fvxbVr13HzLTdjf+8AB+cOGplddYKcInzopPKg9/CKFG43I1JKCOQQzZBHwnqQPDcpJ5y7cA6H169j2m7QDz0yM266eBM+eNcH8KG778GF8+fxpCffgQ/dfxV3ffBuXNm7gttuuxUXz10ECBg3W1w/PJLkzzGqbq1efFT3/NnE6H5rnoYzDyCIPpazHbpzzXlpdpM9AwDtMhqg+738Ltt0U4yoTYw2I1lQk+Z26rquxA5bcRZSXQ0+yJo2xc4ABgW7htUKWK2Rj65junYNrpMqa24Y0BPk/jQVvdk7teH03aEL6irI4rWNVNKkkPMIqzXOr1Y4d+kCOEbc9cF7cO3aNVy9elUSo4eA1TBgtS8AEEJAcIQUI3JOygdyMNyvBvRDjwsXz2Oz2eIDH/gAct5XYLAmDjeeNlCHM2tBBMnNlMGYpm0Za4KE/U7brYYbS/6glBMyRxjwVvRergVDTOd3XsLuUkwlfHO2xnD2eiczNndI8A/VmU3Xss9Z7E+n83yaJxOXa89go8eIbhg8cprIOjPXJLDa0BSjGAXeifJoBu9Ono8SC4hThwztqW5ONZwLzCV0ojWG7Wm7YWIF7EEdcFFiuLy5Kv0VkGB9l4nMWdtuwIwWwwzgbNV65E0zpaI5PS6Gl/YBqhgAEqdKDpJZnVXYcFZQLRbmyCkiZknkbXWVCpSQMrgkJNBD6pxACABTSUDHnOQkLU3YboBu1WkZQTMsxbsoOBmHGCPsRMxp5YUYrTob4DyLZgZl/GwKkLqrChIIgPSEgwq/BD2R2h5vEVX7CCFgvb+Pbr1CGo817wY184USv4tmQ3Qpw4UMcEApYw9TnCBHV0ESXeY2saUCRSntAEINT+0CTwW8m3PE7DdXmMLcSWXTKHcRzQTFLMuJbWDK2zmlWdLn0rYGQDrTcC4gGanLdqqaeyNtuAnzeTxTZjndNGCidIEZiQmdryAPYIauKwb5zAsFVUIULx/beE2w6Ng6skpkrgAy9Tnz+1t+aam0pQkJZUbha2r7pbKEnAFZ9ipbjRkpEbyCDdZhYTkDSKvBmWtnRVYb/+lFBIIUJGk8qeR1NRFteckjmbGzLxZ+1mvI7Vyr7WLpKzNKQlebw4duhu1Yp7+XGQVALDlGLFNq4tk+QYQG8BEKXiuCWENYwadT1lDxSGr+K00k0kpGQXaePJct83VNahBKOCW0baLIOW2LySvjQ+sHNfuRPc2+n7fZxrjZKU+M7Xy9OJCzved0n6aSFF5zDbjginKUmc+aqic0tUmxTxueNltAgBixE4Cxud9ApnIkxAKsOE0MDQDk594RzOqlogY0skaTn7E92Ge9gkZ9qKWkQ6heN3q+gxxrbiHpn8i3YZDPQucQYwblmmMpuFp6PaoHkyfpv50T+FC9mdA4+OVJQ+D0HlJxw1a+PSb4PqDve0yjVgkiGaPMWbyvLPQqSiUxyynpPaknByGmVA7oxEiUe5xVAyNgWHkQxJvw6pUsnji+JgI3edPSdhMb+a/z7XVOGibxpHYk2TNVL2fZNzsLl4OsR+/UI1lzEZkIjKq6kiv2auFDgsiohAzyAeQdPDRpsiN4T0CK4JjREcCaz7MkltXIGgClOAigjOrlO04AhTqvrHvQHU9aAynBqzy1XCUpscpB5TP1GIgKXBqw5JTX27ou1o6kPxwrT2cAq2btcPPvBhXYtPXHqN5yZ9s+Hx8yrxXhIzlUakOzLCASzb6XMuHcwQEuXbqIw+uH+PC99+G+e+/D8dEWRMDNt9yM2267HV3oSol78+pGnAAOSDAwhuQ6PWBOMSJlGex+6BWHYVx58AqGvsOFixeQY8Lh4RHOnTvA7fkO3P/he4HscPOtt+BTnnSA++9/AFevXcUHP3g3Ll4SD5tevVSOjo/0UEhyx8wFKCk/amQDp2KTmG7VWG6qnrB+zlJly/vZ3kyOasEgu/c0oc3Cr1Igpy3IURRZ/b9GYuQoaRRcXYzeO8CLayeniDxl+PVa3QoHYBxx7eqDGKcJFy9dFGGbE1zXo/ehCniofjFtQWWhF6NjR38V3qCCCUDD73JZUASAQsDNt9yMHCOmKapXYcY4Tdg8sBUZmjMuXr6AmCOuX72GYTVgf38fw0q81VISG7PrAp7+qU/H/ffeh3s+9CEMfYeLly7i/KWL6NZ7wDTi6Np1ZLJqx4TgvCSpHiPGcSuHJd6DOSHFCdN4DFoN8F0Qz84YwTkWXYnMutaTWKu+5lR/srzCusWcPEzhU9b8DIycU86pObSVp5o+Wg6Ym5zQrW0hHutayOSjLGgesedRgVUM1mKefVNP/ueD066ZVtmvBjOV7zhnJM5wOWtFBFevMNCqUXrl13bKdt6dsyS7RutCuGNIKBizCxvNrtYAarnmpEJvCeKKzaO5OcSj1xItS4UKOoXL5KSYy6ZaALgQJGRDEx/msjg11AwZ5D28Jrdl9W7xzol7b5bF2ml5x5QjOInm4Z0oLpnlWSkl+EQaX+6leoWOd06xCE0D65y6zzmqXkCJGeARBPEcYu+LoUJZ+6XCiBPUDVsAmzhOgjT3PbbXr2OcJvE+GnqsMCAz73iI2Fib0G6NPFttjZKDuSFjYUzlb+OenVeU+2Z4TmNUm4HYnDpQfaB81JZ+MSGAyssFIGhebqF7xVtD2TblrPH53Kw3+d6AJx8CkGJx4TUm8zJh8kw+i+NlHG44lOXjTDWpYfUYKjAEzYFnR1TDPZ2b8ZOdGp8pd22sNT+Qs9+bZ+zKv9oO5cDKIjN5aUOdc9ZTYNeAnsLbrafULjBYLrPfac7LVXHRja7ZdEpSvwK+UdEbqBnL5unlNz57tFBafgoWUHB6sI6jVto0XoctH7uwkbcgGGjW4HuzvaRc28ynXVtOZdjmxaquqFGhJ4vMGRkyxzmmEzzV9vFEB6WJs4/tHga0AqaU3ZXQD5nTZIkby/ps9xlrO5X+OmpmwUA0yiZmYOZM9S6SvarMgc0iUTEksSMaTFaIyz7K3tYeiJBdp7xc9z6aH+IoT4pXsr1C8qMQ5gbMam+Np3/6s/He/++deCKSeRAZ2Hsj0lht7rL1dPr3tnmm/ZjMSBkW7VBAIc9NPpgsBrw9MwOa1Hb+bqIqZ7yvhn7KXDxgrJKVFfaICeiHecLknNSTppcHjCOXpPWG50pxD2mbHT7LAZnYTBSBlaJkRBqCp/LNs1Q2a8EKTzIoZY1BjLJIpCFVVMqUS84WAcIsPKro+zauej0xYWoAUQMtABnErIZpTk11NW2T/W0JewnAZsMFvG/OVyXhdqzAVKsmOUclQbYl2/eewUGAL/PaZEA9KnJjzAroVDtWdUIj02NsL5P31L9LOEiWvndeDjo7QPNVit67VR6BekyZqhuj5s6y2jgJ4Ch6J3W+6H45W8XdhJi5eHKzAZ86/n2PUn1N8QRJqN3wEfN83VGzZnZ3pKzrzMaiVe1b4OjxRKb7O2I9CJO5Zo0ocJoT0BBdVk+bEDpwZqxWA26+6Sb0/YBrV68hThEf/tB9SDHj4sWL2NvbQ+g6OBdmnhRARta0El3vwWNGCA5pkoMDZhZvDq6JlWNUz2sdyJQTLt10GWmaMI0Trly5iou33ITLly+CHHDlwau47977EKcJFy5ekETLZN7+Z+kr6rTgMuDrgQuAwl/QPY3IgZuK4JXnSQ5tAKmwheqcUPZHkKYnqXp/6HzVJ6g+tyXqOxw9+CBySuj3V+j2BnAcQXCgrq9JwBQ4qUJSACeCVDLz3pXrRC9wADVumdLhqtSYolTsj3qNXFb1abmDywIgXVD9eg+cInyM6g2UxOtnmjCOI2JMeOD+B4qc3Ww2GLcjur5H1wWptuZqiOyFixfQDwOizv+D9z+Arj/CetWjXw3Ix1vIAYSXPYIycp4Q41YcMnyAZ9GTYooIHBAoILN4UZHmcRNHjiBz5BwyWZ9lDLI61JQ5sr3gDA5zpDkhqepOxtfVGYZrBE1J1A4YQKVvKnrULFcu6hx4/uiGrt0weDQHa4ShZka4/lsXCGa7F+1cY9/bJjvb6cDNaSvNbixKc3OaKSABzR/RtLU9bd1pQX2CWjjzq2h2S1WqLcJZBErJrk/W//lbiMxgZGutPqsyg7ncWmnETJDTbsuCaAIqeAQO4JQ05luOh1wUBYNV87PE4eQ0JlUFsf0uipwIDq8JBlJmdSdWRT9wQdMB2Txk95XtUVM8w9DnMsYKAEpytATnJPtSqf5WDB27lmFVvXmCxLFqWN0UJ43fVGFbjLHKFE6fZWF/MuY2ITtzzfNfC4Cj7Ra+5p1b+LTbK2PopkjcVM1qAYPCG42Q0H9NuNm4CS+kAhBa8zM3boxOfMxqOJIKIDP8MxqQ7SSvn9av07o0+/txTAaumOfDDLzZMfDtMztla6/PJck7mvVOs/4X4IhO/pQha67nzODGU2inSQDUoPFUlRGSNUbOQpEq5Gn3FvDjzEHR7aUBtgyULk0sQENdKyef2YL7u4zRdNaG7cRy4xPzYLIMqMkrYe04Zd1WgKJpP83bVi+n5l9LNt7MPUg3d5XJmjC8AHv6cMu5YltQSSRuY9Z4/EnTsq5RKHZCZZKoYaiyp7B5i5kSUOeJSBLyFnGq1qR2Zaa/lbnj2r/6h33Cs/GpHq/1maWJ9kFp+44oKCBQ7TuRyODsnBxyOAeGh1PAmonnABIBJijJOfFUdrl4aDl1xwYYofO4cPNF/P/J+5clS5IkSxA7zCKq95qZu8crsyrr2c/qnp5BDwg0hCWAHbDDB2CLL8Df4AewxCdgByIQYWaFwTT1dHchq6qrK9/xcneze1VFhLHgh7BeM4+MyOqujKzSTAszv1cfoiIsLMxHmA//Qz7y7PPjVj3f2lYRWQgFRVZLYXL5yRESAGz3d0Z2OCfPSKaOIHwRbCZiGTCJtt58NrrxFQ3bKC/TCXfzxrIsNJqnaxsWXeKUJ6lJcNGonYQAjiD6t8+LYVFAsGvRofRfRStCgUgjaYBIZSOy55Up/r0PUOsGRmgFsFIZaAh9zqJ/l0KHKAMFQs0pLwy2nKeoCMYJoBDn09BILR9fyYMqTlwP42+TuUal8eeifco8eY9yloCvlYDZESwolQMc8qjt4cgJKZlwdQJdEWuvbWrJ8fkhB0n/QHTtUftSn6H0B9BKQTzQjaOk+ri4ruN5v94QXEu9a/pk2zqWtYROIyAignlkvadHsWANmH53WfFqdTWDkD4+sEg9AhZv302/+2Ocg8ynze3cPa5iv93DQXo2PyFsGJNpQgKQoGtmswjm67ahlIKHVw+4f3iFdVnRW8fnn3+BX/7yc63E9wPB3f09znf36tPISJWndC3wEvQEBVR67yZvJXiF1lWjmEa7YqkVxIzWB1YifPzJJ/jyy6/w7v0jaF3w8PCATz79BLVW5ch5/4jWOu4f7rAummaV7TfE+44ArYQ5LZ9WFQsS9pHE+SM2H5lzhay57cpuf6RqqZ4O6NpY56FvYH+DdBA0ckbUj+PCkK3rOy0rxtg1hbwUUKnGZq/hi701lMqorNXw1AEMawK3miTssmdGK+EWGiGyRSMvFNOgmJ9bmhcRo9SKugjqopQkCiZdUJeigQPXK7brhuv1gt4qai3BWwQA66ppbNu24fp0xbZt2K8b+n7C+XzCqbhNOBSA7h2tbyiV1FYbDSBBqWT9tqifbgngEbjhm8lE0MI5Og88fU2GJB7hGTAwx/g4gG4reQ+Jg0h5EZd8hf9M2zCs3rAXZ2bCIIISpTOklO8PeJQN/gPQYkZ/kAJnJI7CtZ0GBSeDOYxoP58Ofz/TvEm4D3/cLBKp5dGeeV89/xhCKGHcTlDL/uMGNdtCk5y5WA5El5iXHHLf6dV3o9R3M/rDjZHCRSN1ug5877rbTaJIKNcCphUyBnjb0EQzsKVp6tGois6OrqSDWtaVgcHKuSM+yW0XiBQgKqTU19IHdnEDYmDBoorc2uD9KbCoF3eMxZ1g7zOOXfRq7zdJuQEyBFn7w0LyqEM6RYUOjYjgQ05rskemyjPy8HzdIaKDXhYP54iaEUpp7G5X+bmqPnPcp3jOC7JCOCzKJme+yLDlXANqYA00CHW03iBDdOxI+QIAWPgkgYKkwvsbz14yAN/cD5Qm04f4T+CL5PfFzPnmg0Cxs0UG/R+iaFK/qH86FTCAg6x0H187Ny2JB303I73Ss56b0AdBfSY3ZkR5OKxIkhvMBUN11UsSTPHfw3vOFwNRMv4S+Rr59/GAPElunnX47sNHtCNd5nruNsw/+nCknAV4n1CAE/MiwVEcyaJSbxuWV20HSnqIe4y1RQIUmXNCiA5cBAH7WD9xkhOPInS5e7Zm5cY74ASac9/va+OmEU5zj7rYwk9wG4+SXB7lzHeg5o7g7LMYAYqRBj7AbTTtwyS3aaEV6++5RtuXwXWk3vGAhY3A2+TOLk2jC3M+3EbquZ4ScZ31rKn/YI6Xoh4yMHR73JJkA165Cyhjgj15eF11uDMtBkCMTb+PKJbkD1A/3idWFTmmu8G+9zQvyE3a043/4mTcXLx6mqYaAUc1VAw8Mg7ZqKrWjZDGwYkhmhJHpAASA2aXTLAIlsLknedAwrYNNNnRm0bxrQ7GMB3KRQ+xiB7zGEQEzciYSmHUWlBrihRNa4HYIHs/LKuZIsPAPgG8iOyweb8sbCDK0ekoRd/p8QIQMRaLZiQiS+caMe+AGbW5rlXH3yq6QsSCTcT4hUoQBssYuqHpB81mAA4+SXqOgWNW9c0dOeVB8vAps31EwRtXOVwsbczuf90meDTE5LS1iPjwNcLNVDY5yXZ/seirPg2y2CToouCVR+ClzBAwJi+YAn4z4sz95Q2Te8yvIcxUljxPvg8H3erW2CmByrjxwLCVkWcUc1RZ6S8IKFxxPp+UR8uU0i9+8Su8ffsOIMJHY6DWimVZ5zrrq8cQSBflualLpHgWKpoCDqAzW7Sf+RAiYNKy9dt1x/3dPdrecd2+wOdffIl1XfHxp5/gdNJoqHdv3+Hp6QnbtuGjj97g7nwyLt46K4pBMGyOMzOEpyXnzwQQhVEkgaeZmmXaoH5tj40Q/64Qhb8ivnnJtxrzA8fYtcS8RVB62OQYgtLdf4W2hwtkv4DKAvSGfdvAzFhOVaNBtw5iF3Y3eGj6BK6EZhrNjY3hlh0heEQ9S0I7BlnaHZwDyNrPKNDiA2tfVOfKSVN+q6YLX08b2r4rLUrvkH3yIAGwanMV60nbsu0bLk8XPD0+4fc+e2N+85RtIuC0Vly3htZ25d9aCq6XK8ZoZu2NmBfsKXj+JvYfH60hMiv2pcNttv6Caer2jjbJOS+nr+XDR5L915uNal9r4jyJtZFtIStFNU433R9jimyjSoDEv8nxHcAjY/j2iREdQjfnveSMIjogjM/MUB+ejzv+M80kGwyq75/fX8ThKeClnlB73Sf14W6pjTIFXHj6M3aNGgYqKCyCNnq0UxeeAewacsm+ovogA6GApWu1DAzLpawLxr4BTEY2RhoWCoJgQFpXIW7DInTMkQGZYrf7+5agrZ6aQjaiXxy0cCQyjBcSeC4tWey1Gk+661YK646yC/xQB10A27XzWHLdMZ4rkjoKYx8YZcRulXOCsGh/aHaFR+xYeZAz7dsAAQAASURBVFcooHU+nVBrRVkqzncnlFqATlY9ykaRNPUOImgmV2QINSeQ8iWhMFUfu+nRManP0gUvKgkFk5RYzY8hk/iaiMCiC7DKoYFnVgL+BVG0eycHL0/w9CoMq3VH0wGQ/F1GzRN4FH7lwSG3eZkXiN+Rg2Ck+5jvKzx5qYAsArOzPH4ilK4tgsMErLBWHdHKfSoXoojrYT4IRnAo+fgwtKIdzDhw3SUWIZnXa/gCRHMMQ/3EiTj+Bo5yY3MuLzi3L09OLB63mY2Yhh3gkTLfVgwEYmHLt9+QyX0KGXhhDk3sSGZbDtPtFjhCescX5vYHmN4PZ+a2BLCSQETjUKP0OYy03KvSuWHpVdZc53T3wu3eOXKTkByJ2OH0qJwe5zM7f5IBuan1CibNFzz0jTiU5eHVh1eMXsg8THPDRA59Id5FgmlAM0FSieUwlA9de3SUXQfr2jijviQ1LoC0dI+IgvpeuVx/t8fU59NY65h6Ivc7Q/lYKP2boA70OyM9ytaP30f135wSY+BAKJyXxiGTMwnp+qmvpmi6Si2WQdGHpR/VmV7maUSjG38RHW2+3AkZcJpyOZfswqHClQ+pHOeGDI2A6laanhalCSnp3bcWATfYrwI0B1CAk2hpc0QfmTHOSlC9lAohsfR/T/fTebKcCMRWDEYEvVkanj3bwTAn6B7QNC25+QE0Sr1UtZOdH9TtWy6MVw+6drFVAhIrwjLH0pw4G7gAxcVtc7XNWh/YNsHptICLc2SOSC2aymX2cWsNbVcbL6cEOqn+shglgq2N7jh5qiFbtG2k4hqoRFD+q0nOb/IgysH5zLY3R9rTCRGyaI6uRZMNAwpd3kXmWHh/NZkyXpY0R0zF+5yIVJ2b+eFbAnNr4Ptx6HsIyNiNwBRl2GstqOyejK9vBbUQBgnK6QxAK7ZdLlcs64q2dfzgB5/h/uEeP/vpz/GLX/5KybBLwevXb6KgA40JmPRtYN82tFLRWlPwqBatkAbBgoqnpwseXj2g1orL+0fLzlBgtO077u/vIAB++stfYl0XtOuGy/WK+/t7vH79Gvu24Ze/+hV+8pOf4p/84z8FkQJSxVLFnKS5lIrtcgWWClpXFCLj2pW5PskEQpzcfpIWi/8/jhHpmhYkUZ3mgxR4sMIuLw4O/F6mZ8aO3ncUZnu28+C4gqCw74QIvTdUqH+5b1es50WrSLJF/wFhy3yjkLiNCkIg2X4wA6z0GMMq26IUkBPojQGMBi4VMrrRo8DwBJMHIoAFp/ODvtO+43R3xunVA9A79uuGy+UJl8sVvXeczye8f3zE119/jaVWnO/ucP9whzs54+3X7/DlV1/i3SLaT0vFejphPZ9QVsbl8RHFNw6LypGCR91e0TOAGKUS2pbeV6YfTdZuD244ZLC83JFqB/G0q3NEuhfNVpBr+mqBl2TgiKavMaApunCfknRTlY3wvldG2zXdFKJpyNWyiUbXKt6/qVb6z15tDZJicmROOk8tmiDPdHI8r1ZAMRBait4c45RL+ew17Z6jd53o8KgJ/VoJmQeKDAxUdNuJKAZ0lFLQIUA3lH1YhIx00CgHXhQqNJ36wbHaiFlVjiJPcvs5KVVR60BPtE//G3n0sB0aDBC6Op9FBazLCCJyndBe3tX6y/q5S0cZ6sCM1kBVJnCVFlVtX0KHXVgBwEnLB8VOlKZ3OC/ItGZGn1EC5CQEhEDbtURtV0fEdqUA6DZgn1aAcp5onjNEsCwL6BXZJK9Y1pOOGy/o2M0om1wtxAzsODjHPsFvowFimg8Bik7AqGYFd1gkqsQ1I3mTLqi8YKFFwx4tntmfEyKZCXJD3JVXKgxxHwtfHsRTOiaQx/DFKabMnDN2Y8acR/E4d97MwCNYiLJdL8l49Aicl9THBHC/387bS+2b6L4SCZPJmICw70qGV2uBjI4mgkq641GYcbleQFbe1abf8d5wvWW7cqIGUQYrncMnztfWxD18DpLt7I3R40MFD54TJ/p4xb2mKo13jjGLqyT0cPQLOWCaLvbmufj7Ypca7KlbkiwkgS7S8z63kmQ8CjKjAscQsM85ZjV6rAoIlxprhhNt+tyIuRwvneacWXZHkOmFwUuHRzlpl/Dh80PXm/HEFoKha9SYY5ieEe31y0KvaOSAeF/69+ZZi60lLhNuKPj2NgtHKrdHz4XXTICIGRimV4hY01tsU8J3SkUkUstwA3o5Sar47uNwkMfhrl9zxLgBgft4H/ofbhS780k6bwozBo8YNhoe4SRHGf0HeAiOqTAfMlItQyuMumafYZvOrKQf79VKxgdkYMu+qWiUNNViiemzPcd1Np1rv0sBlkpa9h26+XUxwuJi5zEB5FxHYhXTLDLJeXjWFbhej2CoiPoxw4xuGdomr5blZNzLgun0WTRPqSk1rwHD9kTzPbnMqCUvFd+6YIwN+y5KGSBa3n6/6jXnUwvCb/i7kdt9Uw8E+DRmVBdbG/Y9gTw+2HScAteLYD0BbPXlx8GmmzvzvWl0wRgd+94jCkpThbRdREOrHWHaIM4/tLcLRge2bbcIHnNijdQjxc/rm3XB5TqwzaVsjqOBeR99/Brbdce+d+x9VlXyd1Y1JRMcwkwhY4ZGhpmsjK5meJVhNo6lWbEC361rv3hqZK1Ah1a723cbfwdKIyptzgtmS2MbU56dVkZGqE+4+2XYZ/ybVJQPHGRIv3/bh6coQrqt6oxKC2otWBeNc2y9G/0EcFoqSl2t6tnZOFUH9m3HvjXUWiEiOJ1O+JM//WN8+eVX+Isf/xXefv0O/93/+n+F8/mEx/dPGBg4Lwvu7+/xi68+B1cFjvZ9g8hALZol8fj4iNcPr1DvK0bvuGw7uoF+AFCMpoOJ8Or1K/zjV/f48V/+FT5+8wY/+qM/QN93tLajLAV/9Cd/jPuHL/B4uWL/+h0Imvr08Ooe968esBgxPqMoeGTFG9p2xb5bhbG6oC5zY9rf34FSB2az/UB9RsWBrJpi4q08CHoYYLZGUriYAAAeDSIdy8pYFrbCJYRh67X6DD64BvBa1NHoHeAVZFXIPmgXHRbuFw6ffLd2mMz0Lcqs+gRAGFhPoN7A2AE0dK/MluzS/fERII3Eb49XdAszLLXi4dU93nzyEboI3n/xJV6/vgeZb7bvG95en0BEOJ8W/Omf/BF+8Z/+Gq3tqEvF/cM93nz0Buu64nK54nw+4Xx3B2LG5XIFoEWjfOyYZRaPoGk3RREVUxJkUXFEhL31SLP0ds9IISd4IbiwOC9ttleJyMDtVSOtvKCAJL3rwxvtsfRoL5JjOMPoDd0AsRy1xAd5S+P3GxzfGjyaaNeRJFNfKiGw0J3F4q6LL0jQaBNHcZlmlRwuBV76EFAmdDqpYMCrc8HgD2e5A2wAjy/e9t0G1QfLwmQBSDXoh8XIrzkclMghZ0TcqcBWJxAGY4Zq5xEXTdnyaAQVvvgqHAMVrIZZbt53fgilEmSQUmmHZcaQoopBesdoGo+dnRFizWHt0hVEEKC1jmHx3KM19T0KND1QJHZL3DllCNAVxylM6AfnMRv6ZO+iVpk4sJEqqVEXUJFI+BRzPnQyzbBWvW5AmBDqjqzHe8O+NZTadRztu7Y3tNbw+ryiDzJDUhRglI627VoOtDBqITV8RTD6DkgD2eSaAJqA6xrGp24pRjMO8q2fE9yxd+csO+2T5HVYv5rFIfRsaiqgKS7RAGxH0gXbHUcg2uqfMxFKRLwlUAB0eL+4j7XPn5bE1pxUAXoGFxBg4G0ffF+PIQM11fPV4bNSrPCUAo4xggGDMY8SYDNgQILpOCat1jD7GbpDOwhU3ABAkHRrn0+FHBGBmMaFrr0O9OhOAnJKGckNmJH1vRkKNtbxDriJOiIb7xdSE4lgaXAvjG8Y/d5+Tl9NT4YEEXEDaLXHRN71gZE6HuSNubniELmCua5QfO8A9Tz/8AIJoHDQ9EOi3C2VoxRY+i5b6uKcj7dRMbOd7kjNueggoM87gvEhyJyHyPPcPUPnRBCrGNS10uagucuv+fHa79EnXmmUywT6UwfrOLM5sgpSDiv8EBFV3gQcHfTvcnj/iD+TbN34gF0S+ttkVpiNAyb3+Zyf/9CPAU2LMf8Z/RvOA6YZMTCdWsKMekP+/cKAmyozAlMcCLMl3S/uk24q1kaIEmWjdxQCzmdNy3p6VDCgFrt/sUJMop85ANma6sI4z2yw2+YOGBAj2sYwERvwALtnauO6TJ/N09uy/PrRh/4oeKQRGfu+o/WZTrU1BSeIgW1XMGldCKelqu2JAXCHhywJlJvR+9HnG8tsj/NU7tfxwWKn2zXx+SQ/Tpx/A6b/bHCZHaBnSJnzawzBvjfc399DRIGA3nalSyDC+QzsW8MOGBG3geiF0FuPtXY4cmn9fd1VZoqBklxIIzs2S0NpDXtTIMdBymHAXanAYKdxANZlCTLqiHwCsFs6otN6sABFhtqwYlFFbUa3QRQ83Hft595naiBxiuxzDNtMOJc/Zmgq55gyln9uU9Z8aHyL1uejn//bPkopWE4LSKzkfNfxV/vVU7KgnFiW6lUq447v1Um2CDRf31prKKWYLBN+74c/xMcffYQf//gv8T/89/8D/hf/7X+DTz/9FGMMPD09ob9rWFe1fQuUNBosqHXaW623sAc8JTLMEFtbuRSUpaIuBR+/eYO3795h/dWv8Omnn+J0d0bbG2QM/OhP/ghPX73FV199hXfv3+NyveB6vWDfdzy8etD1sQ9QGer3UbLtybjLnDMImBv+w0EAX7s0sk6Bg4rKHYX79F1dwfnCG/+eR6TOJRvfAYzz+Q6n0wmwtDt1XaydPvdtLNA72r6jVELxNKwxwFw/vK6md56KcRx/+4u6XwgGcbXNQDa0lwCqqhTNDiGu6quy66Vpt5cBeDzsKAXsEY4+/q2hMOP1xx/FhtjpfDb50Ci47XrF09MF9UR42i5499UVX3z5OX71qwe8fnWPX3zxFnfnFXd3J+WvIwJXRh8dT+/f4e7hlQLAXcNUHx5e4+lp1+p80wLVOdw72t5jnHxeM1GAStHHL9hVFBt/016cXev+BCKgZozpgwxRWhnyD4A5R8z3d47jkGF5zgHnqZi/yfGtwSNVeh5SRbEL6mFSQDIsTHlA3IExgKFbqheTpRs9D9fz8uiulCAz2NM7OxbLDCqJoG8tAAXhwDDCGb9V9oSR5qynBwioAmiej+iTRgETwnRm4ko3wEsaiINvJgFSeUqM40QEWNQSa+UIFiU8AwDpGNLQ910jXaARA5pnbXwYhcC92LtoxZpiBGmt7yrIzBahAogMsFAYT+6MDAww1Rgr3/lm9yahjorI8zFTMm4TTBEL9dQppk0VPzFdA9viG/reAAgFd2vBUgXcd9CgQN8BQoWgd8IwS7NY7vCwXOlhwE13wkcbl0oFPHqkYXTLP2YLKxES8ND2CrmAKVCpgKeDOSaLTLajYI6pW9pQB43E0gVjfZhRJENuVQjg+7jubDGUC2nwDBGfKHYuR0/+f8xmT8Ej/0KSYziU6LzYGB2s5d9lH40ZhScIxBZy7RU2/IjviSL6whXqsFzDZVFTVYFaNsd/MrcdoifZI7js3+nHuRjmbs90juf1KcIoG0RZN9o4+vNjhyt7DXnhSd3i5P4qWmSE+X69BIiY9VV87wCS3T/0bex6HFMD00vkG928xstC9uLH5l3JzYkRieqFC0Se3cA3OHT3qKa26Itq/04w/diQqQPjEn81n+e+8MPEyPtuQmzxEiIuCwVku22jD02dMONAUxvnOidARFd+uD/tO9vaZ3SNXDX9QzoBjMyTLFqAwaLAvaS577obtwCUP+fYu7/G+ZlyyRZynA2seJ71MROjY8z+HVmu6APC8Q/z8FUIOBqjt2Kcz8lmr98jYT0HZzbh66FWkv0LQhS8CsLn20OgYrRZSfRaoYAFK0AAUce/D616Bc3W1I2cRR/Wu2AzR31dJ4jlc83byTKdfQcbpM13umyzultkaFS9b63OB5WqTZaBtnskoP6ov6V2m9IF6Et3sXS7oqAYAVjXgnXVHtq2DU+PwP2D9Wdhi4JVxMKBIx8PIc0A8QhYprlx5NGeYwB1IeybO1YI+9t1WdtbjGcpkviYdL0ptj4OJq1ixYR939Bbx7bt2PZmfJjaX+fzYg6aOstsPJqeMjfcMzKZqeZVOGgT+7sGTskY2PtAc8aD4lFDChjK7lFnGhXG1HD3cKcpwX2g7ZoisyyaGbBdNyVaN7kKnU7eBzOyi1jBqd5mauOA+cRN2xpcU3YPtvNK0ag8z6LIZPGil+t6gBlp5D+OreXf34cjzEg3Ytz+h2g1tlgCdfx76wAVaPq9R9DMt3Wghwuj1oq7+zv8o3/8x/iPf/XX+A//7s/xoz98h88++wzn8xn7vivHqwhkGFE2VaWngNnyfQSIlddYTRcqYF70HgPYLhf88Ee/B/wMeP/uPc6ns4JCTGjXHegd54c7gBCkzL13vHv3iMvTFef7swKihcHrgtN6wnpalFuHS/hlY3hlUI/MleTrWsQiqV25lKOLLUNTMY9GGnAAZThtPzpwBLHMBcHpvGI5LTaxGOShcVDhHhZsUE4rRrugtYbltIItJZYImlaW7n/o4HAqbny9CHxwO0g3MGVoBfFSqtmJpqhgoXu12GJgdqM/JUAxj+ImgBYAC9hC+1zHCWly5QiwCkYCqLYTg0CLALWhnBtevXqNjz/Zcb1ccXl6xPv37/Grrx7x8UdvIKLFlxZirKcVl8sFT++v6HtHrStKKWit4XLdgffvQeU0J4qrOvH0ZP2glGLk8gWVF81aqUZVMsToLeb4wv3N7A6kribSRcv9FcVDSoBpnnGidlWP9Oio6n5ra6VxjgJVN+d91+Pbp639OvstoacenREOR0ZWyQ1G6xRz0nNqwuGezmYXHz1vSEbw4hAHAtQ4KJwIaf2U9N9p76pSlDLSCuK/1fFW68UcKpnPd90rkFgdnrU2W21ulEW/zf7xdkAUHNEBF41Eghn41j6KJmoo4Cgj+IUGj3BnDiioXe9V0IZoRJbOjyPp9LMXEMGRbVxA0mynhkHCoKIpgEo62BQcY40IGrCohQFQMP4nZNScU5jTm4lu5+Lm/a1phj15gS5fIETEiUcgjCFgGZOPgNwJ1Ap3rqqVxFL7nOz5wQdEEtuVR24sILYKPzAj81Q4HsP6IqXnDKBJj/FgciPXhUXmAhNzTQzMQkSXBJ7kysJFno4Nzf/yuz8ngf7+HdodFDIW0TfwdXmWNj7MA6RFUOSgGyhAIjf/yAxJCsOW3TAminEIwOjwo5FFt+ljx7ml98ikzHHkNZ2huzr+sXs5aaXIkY2Hdtj/ckTNgS7vZqpTkjXvJ3/WIfo09NbxPhL/eem41Ssqu8fX9jGZHRCgiN+bBFKOKSEHsp4XJuOMACIQOy9cuqm9V7FF27tXd9W8ZVPv5xaXUiLiktzgAA5rI4muSWJhnrqcULofTcMpSaH3kRrLM/rIO8S2EyxNOc1vkdANsR4/6/+kV2k6TrPr0py5uXIqNUIWE4+685k0CJZa59FYKcKO0tpumwJ6W42s+if/+s/wF//Tf5gbEf8AjizmfrwUueB/W8bXMz6iAnVs86jfzopbv2HaQ9MMEhxTw2IZskbYdNSxhqVm+fU2HxwoMJ8gpqmr7GZl0LqlEnUj2tb1GgEg6VpuAJa1ubACFwS9DkAQG2eRDy53+56H6NpPuvFYipmdqT9ENIpoDKBZ6pJXpFsWYF31RbmoTeVzs1RoChB5Q7RzhvHs+LrkROG6+65hVGUpICfcFYWlZdf5tJ40rchWePTWse8S/D7FfDYdW4k0anfutXrt5LuIdDUTBCaNtvJNEB9xIq2EtaxVo5Zkx9hFIyWT3NTlOO4CGGWBbdzZOI7hEWY2NiktDdAx35tgbR0oHO0DGdG3CWhrHa0PNDPbyfzWPckMUYpS8nAgM+cEs7/gVQaTfDM06goOGKT54/OAZQKr3mM+X/Nv//m+HNN/CRYWtWV8Ulqf6+Za02gRAgBOdhXgfUM0pt8CwceffIzWGv7qr/4jfvaTn0LGwO/9/g+11Dq06lffm84fL5ADSXI35YGJISSoXK36lv4ICWgoofsnn36Ct2/f4eu3b3HdNrx+/Qqn+zPev31nEefA+e6M0/mE3jqulwuu1w2XxwvOdyc0wLJegL1pJFYpBafzCbXUCTaDwgn3Rk5n3Ozs1tQP656CNSNtVKmMQx8fDKCkiF0PDBmgWsGO0GYlTATUqrK5CWhZMPYniIiWuidCkGDna3IHf2ghMEUtWhFJ13GnHMht9XWc2EobpggmXwDC96Q0NwSFFqPqoNQ0702XzeSR+HNyqXpWXbcQYaknrKezjfUZ7x7f4eHhjOt2Qdt37L1jXK+qpxcl4tvaDrSm+mTvas/BUmtlcrR5lbVhGwvLsqCgaOAE+6byVB66NsqkFqC5Bj7DPEweJk6ii1zP/q+lTqqf3yMLIKe4FSQ7kLKP45iLYwO/mU31rcEjPmqJgxN0aLS94BiJRFa/eX7TPGkOiObNfb/Fu03kfN4uDwyxb3vBDHO7/+HmZAsNAWDjqEjfJyLWcPCScWw3DMcqO7Fus/vi7dcBrpQJoAmiiRn8BIkS0G7AkChvxUjC4MrKy6yKA0LGIUSWIkYwYmEBHPEdZoUNI/GZUTJAE0Gx3XJhBg1BIY/WIH9he87sf+9dLYNqKytxGLChTzBAKCYK/g4CkD3TnV6CcdbgAA45Aiz2jh5VMqM/vMSjP9nO7dpH3qCoYBQypBaPWMl0svQzd16mM53fV+Up2dM4pqfdrA3RGX7BbMOMdjpIZzh/BwDkcI7/JNkTa5kDR3lO2b0CifZ5FNLJh2d9L4+Y44kriNzQO1AN27vw7MNbD4oivgY+guRznOz+TDMs2QYxA0UOusQ4WBuJOO7r99QnSci2tzMfYuM3dY7MOycj4KCH4j4GqtH8TiMyCdkPT6rz0AaCLYQ+H1yW0vn+njlSZ9ogH9Dfx+nz7MOJGanMer+DEeVNda4lI8dfwhyCF9ccf1KsM7qyu1HgkYHkXsxIxqEv/Km5ZCU4yUB9dgPv0A9ZK5jeMys9G+tHvUHGVySJeFZCBn1NyNf4e5ETsdkXsYa5XTKHKY6Jm1K0HQSwbVhkVSSzkdFusflG84UAi/47rBXkTrNGZIWWYUatqvu7leXyNQsAfvCHP8Bf/ps/v1mv/34fLs6U/v4mU88N8Z7+rWMzL/JhzPNdMAPOfLoScPAx3KHX9TfLy7xhntIR6ZN9Bzuv1hkVbphjXOeFJhwAsAzLSGkKf8HakTfQIxopPbfbEl9ogkuZSHsCARLAl3OF8VB5dABFoFWZRp/9Bfh9bV0BIr2GCDidlFuvOwdJSr0he99D5CJpo9idNDiPhgSYJiJYqtk0pgtHVz7F3cjAC6kd69VafeUZvRv4pfdUyrUEGjFjWdRJL5WVBmGkaAEbLAJhtQhdSEc3XlEiBMhDSX/HesIEElKghgTbPrB7yuKCAO58TAGNBLpuzZwot1unAC5LTeDgwGDlllkqob1PeY4ut97nOI6jmwNZXl2umIGtG+G692USf87zBs+P27n7/bGoyN7b7RdExwugDi8QykH9OuVwiZL3mLZ7FMeAoHexypuE169f4wc//Azvvn6LL7/8EqUwfu/3fghZdM0aXXmXijneQyyzgOeGl66JAFAScGR2MmnhnNE7zmdNVfvyyy/x1AeWWrGeT4CI0ppAq1aXWrCsK5a1ojxd0PeO8/09mgxsFvF/vV7R9gYujNYazueT8rHyHOmw5cgicSTZDB5hbAg2BT+kQFPVaaZ546jzY8G2h7hfFwKZDQCTLJEd4AZaCcCO1q6Q3sDLoqliHirpVdRurg9tKHK0I24l1iec+SmHDUknAY9Kbfld8mrmnpGNt5PdPVtcvsORDBxiQi0LSi2oa0U9VV0vWLNjtusV18sVp3VFXStKraZPtb1cC9bTCftu/lv2F2hiIlknup+qY5Es+pdsYxAo28fJBvT7emS2BxC4HenpmgAgnWZGkz2LmINnOPwh8oj2mQH1t+nq78B5RPkf80WfIZZ+zJaFsenfmJOWoyBm5ycjG7Zz9e0aOEXypi0HsQ9ukSTYJEBUQXJEeRwBJ7N8Qv6T4gwnMFlf2eHQXzQBAZmGlDd36hOrSBY8TNqP0dcilrveJ2giY34nGkaon0taaCUiJToM7BkU3xUmiNNgMmGQxllJHxjUbReeNJxwGAlx7MRYGPZwkMR/9AWHDKATyAwqYdLIJOakTAHA+Kd8R8zQazYl5MBklpFs9CC4rtLI0+z7EAtxw0H5tGJxShM8BsleI3bEYjzn1x92aLw3hlUyAYwUJNqXXX5JD3Q5dAFxebmNCJtzSKY82ZNdtR1d1zkuc5fRIMU0bG5ERArq9/jwSBLyEFZXlD4/yjQynJyfDMiUm3c7AL44ztuIYrPnUMhlHpd0eayTBvzMwJUwNMjSQJlLhCUfGxQN0d/J2+LEu3X8frYnotUO5yTj2FH2mAUIo9kNmMlLJnH980Gw/9CH5sLzVwp9evhwrgmzNDxAWrfb0lj1f5FWn73euLXpHiDmniQBz7vpbuwpaC2221Ni5/QAEvod7D21iR7VaKDHwVBIa5z13Ye6zzcWxDZeCjO661Ybp5cAZTGjhvz7XEnNd/tdbn7NMd9TMIIH7iZXXvQ5t7Lq6s2vB4qmJNv8VH46ivUxR+rXwpDCVpxA2+wy+3IE7N//w1bj4DkSAO3XnO+pM656CqnDy+kzn9+xUpqp5k67V37x824PZgcxnn/nxULC6U5rUvAtWvRRHwoMhC3k9rldX3i2wdOS3PjOTj0xJsdSB6jPNKiCqcsKA6ezz5U5EV+aGYWLBUNnqoaBTZO0jnreblKKgrp9DIt2VR4XL36h0T4q9w50tTYjqGxpAkOdnjZa6CUtdS9ou6APd1CswqV1CLNGAHHxNCsldHUnx6tZ7btg3xVYe7gzZ8L2/0thLFyVL4WAfdtnqj2p3hx9YCdNG1tpARNhFC0oQkSgZdHIDZv1AIzUV+0034ArNMDGSeTV9kqxMU4BEtKB69VJaF2uNKWJSAl1S1Vmr8IW4WH8PO8fL5ov4LIt8DopRzAnjWVEpokBcVX13fuLTBJ6l2lMknqvXujf+feHZSn9fC8Oa0zYOOQAqATvlR5G2kFQ0J/mRpnlQ8d1RB6BpB++e/cO9+cz/tE/+hP89Cc/w+eff46f/+wXWJYFrz97g7oo0TYzoVS1r3ofh0IcDrBouk6JzTtfv2HrzHJaMaxC9d3dHVpruF4ueP8V4+HNa7RtQ3eidilYTgXr/T3W0xlt37GcT2gyULvOlcvTwL4NtDawXS8AlJc1otzZKrc5hyzRAaxHn2u7btC7Pzf7LApgHJCJpGBM2bQ2jB/Ywzdt8NjsHxqQdgHVgXJfIdsj9st7kFh4pIVxUqmAJFTf5UCyxHoqHE0FOmwyJtlx0Gx+RAeZ8Q24w+5DmhEaiT3tq28lsu77vPSd2ZQDvhlAQCFUXnDH9xhDKzPWZYEIsO0tbLRiOpy5Qqrq/mVdAbQAlLz5ERUvRjcgGkVdjL8ZIwhvok0O3qTuUysnbwanaz7UHdmuH/NGcVN9nkeqeYaXVXweA8M2O/+2Suhbg0cO+Py651kfH5TowcpwwxHAjFaZO8g5hUu+7duZ8gtjHTQH107IuX3x7BQS7OYtJQF5BkKZM318WdjL+gQ2KyxOHOFUCkW6ozo8Zh66IzPEyq7aNtswa8ojQ2IywnbIwxkCIGTZVAJpOwiiRIS9o21XUO2oXIDKaH1TEmt3gvm5UB/e74XD+ywiJszpgSAiorQaFQ5lf4kIVBlL8Wfr5Bs2+SADQ/U6NIzcWmR5DFkO/blEpGVFixpqvTW9H4sp7w7UYjt0ltI3unIKBAhwc7hMucFqfFZuhLhDMyDPSC0jxNw8RYFAaCiPkUwT49YAVdmbiuZ2toUutxWfAGx9N2N48jZ41BnZghBxT+6EOYlwyr2eej0nq7mC/AZB+B4cQ4BKE/WPkFEqcweLnPeL5npIRwfYw02jU8JxNUMlGdHuEGvEW+KreRbWYdZq7FLM62flA+/n5+/muxgRDWhj9o2a2GWBkwy5AZAcpum1xYXhrHn/zLOzoE4D4bss+rMpN+ly/plohUixHSCd98WAWzdIYU4FodSCvmuxAFjK7VwH4i1jHgJHoC8WKo/89Le1OYsDaELxe+6z+S0oni2C2CAAJgeEO6EuMx4R59FyIJqRpG4cfdd5R3QcN1GADZ0hXiYr6Y9b0JtIY1M1ClFTjDU8/SYkGoSFVy1r7GsU7FzrqWF6xCM+FfvSNY+ZVY5ZTD+ZwZP7A3OcfI79ra2d39GDgAPPyodSXhY/z34vBKzV6Cagxl7F5G8BVNTaBmwywZ2w+c2gJswUI8aM3OntSNydNUFMK4FztMbzFp7PyUeAxkkVOkDUsxpLa9YYyokkXdvj+2gRSJzO7V3T4ob5Uv4cgoFM1nDmepizANA2rbhUGGE1EzTSR0SrpDn5K5m94qWg13VFay3uWUhCxt+/Hwog2bKsZMwDIk94/fqVcdSJcf3s+Hq/6rq/tQmcGSDjfaXjO9cyAYLEVaOYukZe7+7TSRQOoeBIQxCuDusoNR30HduujNi9D0jvIBlKpF0XBc3KOsdVLUUIgP2qFbVaRBga7xWsCh/ncVDwcxf9DtDIsVqAdU3Fblh1GxcOcmeudVZykyTTlh7o8nzDimF9hch8HgOQZsTvPv4m2w7WZjDJ/+1z9jbNlNN335/DN9Zm1PYYAy0Bpw7YxRVp3ZehZeF1M3vO0SGC1ncspeLu/oxaCj76+CP0MfDu7Vv8zU9+in/8akWpDyCoQ7+uC2ohtD6LoEieyyGHHN956lDDjof713h/eQsB8Mmnn2Dfd7z9+i0+//wLnB/ucPdwj+vTFa3tc6OGCPW0opxWtOsVxIR1PYGYcP9wbxW9HHjd8e7te+z7jnVdUGrFuiyoi0a4FC4HqiDiCqpAGYIuA4+P75TTrFaUUtX3yLYZAVSLCaHl7lYA6wlfvm149fHvYalnFdBqD6oEjAbAiOQGFJU3MvylVp2f2iDEIM3BTLKg2xSxkh++mzazb5z6Zy/ao+5DJ186mWXTDku6/dsct3b7s+8x/aDeGyTNwlpXlFqxDK0OuK4LLpcLvvzya9Sy4HS+w939GUSsxQP2hhq8VTPk1XWUc0cNqwLINCvXylBKBDE7XN/P5hSr//UsQt7tSMtC0izmbH/p2AyBFtJymyxtKlLqZC4WWU+WVeLJV26P/Tpf4huO70CYrdqXiQ+Pcl/pMJSCmBRuMGcN7Quy7xzM5sth0f62wpQPF5y4Y0TDwMqgm7OmyyM8fS0EDsn5d4IwLaeGOak0/FeVqk6yeKbgxVmgoc9Fv75haWVWkuUdHYMaBmkesG6/SCzmSt5si9Te0FszjoOCCJdMjt7BQbL3GmYswAQ5gLvUTp3POcXJfwZSkJP2hm3hRA6oDNAgFK5KfknFggLS7rf3uftu/hwadj+e1diEgETS3XsH12OlLN9dE7O+iBkcMkQIIIYBEi177f0RABwNIKAq+54FNNRbJQDgAeGh7S/8TK6fH+6CGphWLBQ0KYM2mhETOrBTwEXbLIOw1Koyxupw994xMFCtvClnwuvQ0+6USRj0TMCwvpi6XNJYWjRadqJ9+L/hDb8PBxFZGHNKKTNlSmF5IJS34jmCQrPqo5LfERZm1EXVoqceKDAKI8SbvFOHnnLQIiJSPqC8yBcSCj3HZrBr2WADYMcIUlJgOu4gRErDB++feZdwIx+mX8OgjfYcbhHzxkGN0M92AhPbbvXxOtMcB6fNx8j15FxcW4CcRAXMFbqLqRUjxaPDbueYzD8mUIJphNj7BEBFc/93Rod9wHhyHZoXdV+j3GhIeva4Q+TvOB2yQzp3foUPTCqy9vzaSBui402sbQGQQtvIFgpCjTCkozBhoGKMDkqRbodoTiCIKcfgRL4cK+mxLTL1zOwG37DxkM2XXtivmINXCkNGUV1lp0Qq6j/Aw9964JuBI2DyrXhPDzECYSCNISZQkESoATgxcL+oT/L0BFyaXr/aGk9QP6VatpITC3ubPMqnFgQZsusZEQMD+FjhalkQfDTNfZ+bl1xW5QJS4zxF7Tiv0dC0scKCHcB+1RQj7sDDw+RBAvT5lx3YtpSqZ+22ZRer7KZ3pmrYmpIla+U1/bw7XYn3JQRextvTd3pv2Hdzrvs4bBLUWnG+26IimKudMYDrJihPl4ikVgCp21zwqHQVDHdcRtPCRqMD26aOE5dmfU94eLi39jXU2tDbwLKq0+vk/Gq3s7Z/CE6nM3JkSdjHQ3C5ahRHgUaiw2zqwZrSNgFftTmu1yt6a9iakmU3843df3YQaV20MlTrA9frrKqmldcId3cLTncnbNdduZ62fUYDF7fPB06nE2q9akqUqSFP1W7W512mXPj3/tt5rbzKYOM5ZwaOczFH/Hl1Q+8v/+1E2QJE9bjf9jH9LLOX2COPNKVKbR7153zDK29OiNkqvSuhcy1a9UxkoO8aaffpDz7C+bTg5z//BYgIP/zBJ3j1cMbf/M1P8POf/ww/+OwzjF1wvjujVgVktv0KXhatmCdqczuz4WGtMooLd7o///mv8OajN3j4+A32pytG63j18IBaK/79v/tz/Nm/+OfgQjgtZ63SZvNrv1yUu6ZWdBH0TcFRItLS7q9eq6C2Hf16xb7tKLVE6tPT5QoAQZvRrHrdshoPpsGGowvatoG4gqnAo1XKWi3iWFCt0NGwUuxcCLQ1XC9PWJeKc7uDLAPUCTD/9rCZJ4BYfuXeBl5//CZ8HkX1gLBZj8IwnTLz9559n5fxkJsX7gN7hj8Lyd+iNI5kVBBiW9a/dsPM+pKcr+fYHO0HBq/3uivSMCOZzc/S6M+BulS8Wd/gdFpxebzg/eMFX3zxBbbLjnVdwcwo/AGIhGCVzNh80BqvLJovduNXAw7UfCPwxZQLL4dv4n+HPjHeXv8u/EcBBAPS9Tr3ZUDFAsAkomIh00/4TY7vFnkEPJOTl4+0+w8YCjhw22W9tUgFAbmNaREsHov8bTxXwWFRnh9LlPQTZo0escUlcnMFQCLcAiSEa3LpGHgwCR109wYARFn/wZbmRaSggwElXuxJZEDaDh4jFlox0sJWzNm/naz5XUQ+OK8EEhUAhtGmqm1B4USPoaGSI/qX9H1YhUm72w12BWFccEkUjBlDKx8ITXBt8B7AUTckVMe9oYias8Z/F8PDbogYgEFmfYWzSwOgMp01iG0ZYQJalCemAnNdOlrXkNXiscfMUa6QiMLCpU5zZ8ruETLrYwcywmwbd1esJMEOScbboZVkuv6YwiTQs/xXQbdS4Ho7TtsULsP63VSw3i98M/nYyB2Cs8D7xo7WJfjqGIyFgc5skVe+Faz/YSIMm6cjgwfQSgL/l//T/xn/1//7/w1P18vLQvhbPCJqRZSTCzxQRKsfACr7uuM6YnHXyL7Uvw4KeSSaTMLG6TI78CJRPYGJwOXDanQCRM8d4LyICCyP2YEhn4p5IdYPEih62w/6nxnRlIzXF5SHQR3PwZT43p5h1RkyAANmsEwnSTkLYJXqbDyGRFlqckM0dgwHxjBAnmD9DoTSl+ft0eu0HeQttLaL65HDZ9b/wZXh9tGNAYzorrkGxUJ9bIerhxLjOfWr9oUEYfZLjRcZFqHpnD5Jj/kDboCtUhRM8QptVEoQf2oEkz53kJJlutHrkbIHe8/0HIMg47jAOujl+kf7RSDinCliBq3edCkVgmFkjQ6oetsNWowNhxtDj1Lkk5gXHGAcmRMjZuP+5gbO7/rh4Mu3efsGwOM9wlmVGXHk7r07xGwOeanA0hD7VSAFSNbdNirHjMYYAJ7emw9islWgoNJaAK5WkYqeZ14wWcqaNYQLUJYJDmoVHGv/VHcYwyI+rL0OBOS9n25E25nHTYCo2ObroINYV/X1FLgqCog9nAinuxMuj5tVJZq6pI6BRkbEbe81rEpcT890vSQwB7wL3u9eQXiCREQDy7JhWRcFfMwuGwE6AdfLfqOXDCBaqvEy6Xejd+z7iOcvi3M7kfWVPnQ3vheIRhDxqnpEr7N5R7DUG43a7U1LkD2TP57Vkitp5DeAIHXdLVQow8pupzEDNEZk3rhs2G2x74JHS60TUVCJSIGxwpp+t3+tcE1EdsJoGgah0yQoXheBLCpf3XR0s2gxYousI50Do+u86Dcy1DEj7AJQsrdi+7HAqANhPdJ3lD73OfPbPmKDLa1jfridFKmPbh+RbmoKyNI6R/CsAmor6sbmjloLXr1+wPt3j/jVr57w0ccf4bQu2K5X9NHx+z/6ffyHH/+5AkZUsaxLzC1vl7pKuiZ16hilgU9nNNmwt44xdK2oXLAIY6kFl6cnyPWiemUp4JVxOi/444c7/Pu//Av88Ac/wCeffIRaC1rr2LYNhQhLXaCbvAwuk4z48f0T8PiEUqpGGJ1O4FcPoOuGUpQXx6Nx3GbU1LiObXuv8xoDhSs+/uzjODdSx6DvOIb6ZNlvtpUaIoLrpePhQSVJK9zpXPPAdl/b1R/rRl8C8Pms87t4GOeYijJFxQeK7j95ImS5OazFz+0VeyEzLZ6v+3FesnWmefnrHf6I8Eaynwj5X+p/MysvkAV/6Cs1k1e1UYkH7l494Ie///ugX/4K+97xVXuLdVlxd3+PV6/P5nfOTBJ/4KRBgG74g4xuRm3M2+PbQBmH87N/4D4eYJkOOvcICFDMdWEQaIsG6MgYkK6V6AlK2s7CGM0is34tYPfy8e2rrX2Hw43I2AF1tPHGCooICZ9MqXsFx4iYX3skVO74sVg6WLdcz+QAPbvAUqAq0HZSwuwAK1QAnVjYuUrGEAi6VRibguw7Wvl9cgoQuYMimkoFaBjvGM53lMAtmREi7jC4g6ILmf1PBsRz8hOHk/dDhwrc7Cu9qXImlRsjVeAGvQxBh9gCb7nnUJCst4EuHWJE3DnSS3ODAdRq6RBGgE1exUj3RNm2EzV/kwBLd3P31tsvXkpEjg59RIOJYG9Nw10dJBwdsgtG4RhzMUTfBEEJFzlZl+aYF6oBILoz7BZ4bx1eph1EEBQQC7gK0JzMnFL7NFyczWJRsENsvASap6f3Hrb9ylxQaoU0J02f0VR9dM1/FigpoXioo4GYLjNpTDUtBcaRkgAnl5MbMCPPqbV+X/bKnh8eup/5s2La0nSapt6f7xrAEXMCMDAr9NjdVFwFUhL4KqLRbkD0pzh4o3eftoH957jO3uo3isFyvgB9PyeB13M8JShdFQt/AJbfAFRlJ5+hedHzEustAZSriy3EdsQte5rj+rwZwty7A7ISxLDxXhnwilxPCvvDn5/BC++8Gall/ZYMrOxhExDj6USvlJ7h75/e9Nj/rlck6c7Zi1ai9xbGjWYegZr077n5You8kY96dJnrEb8uR6ZBJLrPiU1feoE8hW+ByQySkutVorgFgTBsfVM+BjVMxL26W6/c2wiy/PkUhSWwDZehadhy0zOku4wKbBEAT3d4aS/RwFf6TtbA7/yx4HmFNJ9l7tC+dBQfApnpMxXTyQXmyi6iGzmVNcUN9pkAWE/qU9iGenzuehXQlDgiM42GRpL0rg45OAMl+j2RRgMty3PTa29dnXeXLdt0UzBhpjPZraMdvs/YdgVWxK5ZSKuideMcGeY3VdLoodNpdqYARkatBtX1qvNxXVmrinXB02ULgMGjVLqDWrBUqJGJ8tVeqQtjWIT9EFgK1MyULXWY0yMAa1Q0QduqXCt6bve+ZWA9KeErAUF87QBZROkURq2aQtON/JfQzd7UqMgC3fFHnbpShtp1YN1I2vd2sCMPssbK77EwYzEQqkFtrn3vtgEr4YNqug5rijlPsMxXEhmCUtRm2pt+WqqO1SQWF+P85ZCVIE4ODkBdz1prWE+rpk+1rlQNUDCqj+cy6PJkQxiy7W/uPEn+/e31lH58juXP8/z9vuiygzNvTobr21ILKvPsX7eDku3o/56a3ABQs+O3rYFKwXq6w7517Fu3jcsF53PFv/on/wL/07/5t7i/P+PNn51wevMGGEOrN8sFXQb6aIgtqMFq+zrXUGXlt+IC7APsqCBRUHKwMe8TET777DNcrlf88he/xMP9PV69fo3z61cYTxfs26a+16JVs0QXzghu0K4awOigXV9ewaIybRKeG49EhOX8JvSx+sQcBN+RLGv5pzwGQC3u5WnenoNbCquvclpUiUL1lXa17xITiATUNJhgXSrodFLlbJvNlguF4EzyUNQwPu0/IaRTUZJHJboN6S/3koHlh/v/ThzrtzzYqfJ8Qr0osGbLCKvvZD7kLYfPGJrDLMnoFttJq8sKAtDapumLRWX9/v7e7KuIccP1csXd3X34Uy7zt/NXRf74ArERZ/0k8E2CuTDmgAWnrekeoYrjXJubLMlOopetWMdfiMzUDiqF3HbC8zf59sd/dvDombHsfwuQkbuscGaEyd/ywaKO82gtCG6L/fjIMwwhtgky22FOQTglSJaRK/w5aDNEzMGv2yXBrzvyCYm+fKTEjTHQzRTUqBULiBUoeiqAVmEbBkbMvnNQSR01VdrDKqgxyHbHTXiRhN/aQOSC6QvDEeBSUEQgo6PLMEdZIzNyFMaw3E0yQEgjnkV3y4HgNgonIOkL1bdsxoocdYr9eLqbg5DezTkarncv9en5+hYFAGDwsJQ/d5r0IVQYZGPgzgn5VUIQHgoIDliVA2uchUFq101nLv7rDm3IgC/SGuGlWTS+OLhym1xDuvurlr0qAE1rRCgE7ytSBx8mpzf6d3bVjFTx/n1RUd98Pg1hv+j7eXi00HPMxMYR0+nICP0h4ogo+svBwrx7oAZ5iQoHsSA+Wyh1kXKNpiIn8bxnbb/5t4hEvx/OcZkFJZLreOTMcz7I4rQJj/c7Lh8zyIfmAkh+Z5PdZEVT6E3/bgIHh4ChaPiU8YOBIv48SheMeYp45J+/y41xQrktbsBgjiVpX7lD4WDoXDKPAu/jP+A2oL73Qatbh0a6s5MdEozAkGKtAOlcn0vhjXGB49qXxyya5mPtqivbXjd3nP9Oa2/+dxo/LZlLtgnhe1ITTEoo1LPnHB9Ic554P5O+vw65zJNjXKfdmhYkzPX45jFEqLXin/7rP8Nf/c8/xvXp+lJr/t4cNf323hjpb8IRDJpw7fxO0s9MHjqOY/67WpUr/1nXCdyM5AWHjwnMlCP7jqHfrSuiDL37NFkVyNAlVKBA0ygCW75D3N3PaTuiwn0x7711TTtqnitk94y+SUBRzCWEygZIq6ARJR6k4SDNUOeLNHKo7R1EwOnkXD89yLuXm6pxow/00PMSncVl6m2qfm9tVs8ohrXX7VNOlcfSdMS+D1QBfL+VgKiAfa6E9VRQF013V9vNrx0WIUkosE0GgSIpZi8NaAeWWrFwxTb24OoMWyzMwxnRzWYrMjSCmZmCJNtt1daUZ6QUTb0bg8BD03Nal3D0mQdqEUi16DQGlkUHf4wbu5NgdBSMUrRTdPOk4nq5YohGHO1Ny2r70lEXHc/e9dmjq6zvPfz/SBMd8Op1ei2Lyu9IY+Ipm5A5VwUTwM3HB/Xp3/GxFNbqZjY5nRZBoDbVUpeI4Hcb3Dm4uFjfQyAdlmkhuFwv2HtBZaURGAakLHWJjigmXwRgPa345M1HeHp6jy8//xJ35zM+/vQj3N2dsG2PSkjelbSdS0EtZ8RG3XFpVL/E5ZS9IA8lAmtN3QQEbdvx+PgEAuHh9WvUZdG1vytKKSBALHKnTCJkImC0jjFabPz4DzEHJcmwzf3KJfk7eTM5HypcoTdgkzvAiA4aSlWxLCt4WabCxrTBkIAzGLH9ejrNXGFXMEy2+5DWXgdf2O+T2ua/oxTncaNoGqCUFhpX+jfG53+hI57inS1zPQFcfhG2v/vJRIy272AuqHUBl4JlWSECXC9XbNuOMd7j7nxGqYuOa9eNfy0soPx4zt+mulAV8xiwjCvfMMTsW1MMMXSgaHDx7BDMtmtkpXb4sHsQT1qL6IQPHCFbMUzq/xYU/B/+d/8bLLXi//vv/v136vPvXm2NPmyASPp9awSKoYD6ChzKKO+IpocdnudSmqCbEEc3jrvtYKjSV+1eRBcJKqTh/lZinjFit3yE4xEt94cmOZSIFJoGPtuZN0tBIPImrIESShjlYg3VVK+BZgzwo7eZ0uDOjqVChMJ0IfM+FthC6iVVLZoJrDuA/mTBJHuOMfJ/TNBo5qWaHhAdO5iRp8bZAIQjJFp1DllFNrFw7YEd0PxKEMqiEzMc/HiegmIkvptvkVBDI3SclDtkSJSHI4A88sml92Rvg6ToCANb2BBlMgUaiK9ZFU5cG70mc4H0jiMQRopIDGTXxyO5YZNvH5jApAF1hEDLVf5NgWd5NMvf+2wCgS5qXgJ0Cuvk+HFQxKMaTGGEBNgDYjGIlqUz/L8vR/V9Xw5OEUMADrrEo/L8cwcVHPQL4MjOHwLliXE5gRrbZAaxKuwE5N1Wv3L5DrDl2JYYwbQmH653BzpUnZGfD22Xg9F0c+lLnwVg6Ot+dlJittl/o903neuywyYFFqXks3Xqbvs8yisJBpuXJbkPELpU+xaHscv9YJPv5Qy2kGeKHaVQCDYfyOdFmhOu+yjdKPcEiG664HaACLCy2HH9TfXEvEa6rovTc1to6rbDjEsA4Jx3L7Tj9hyiGx6jJIL2xwQSCUABaMT8jp74xsnuwpTk6nZ8xCNh85BQegUCGUg4TP/MKpZTL/t7MBFQCv7gn/wRfvLj//QPAjwSzMiFPBzqJs+f/N1LU/fwvX3wkq5wAmER2OaFVu9yfEH8mSllLJNgO9hDAqwL0AhRVY0IAaKKKGATQYkCYAia5fZIalxMXdHzi621XrK+95Qe50HlA0FxVvPzafpFMoCymrSLYPB8n26hSiLA3hTwOJ0KXr26x/Vy0Sq3MvsM2nytgNZ1reQy+1YJnRPYzoTKOmmm44kYFCbd7CqkFZykql1bZEY5tSYQ6caVp3PGgZNSWEmHqzai7WNOWXe4RfW3gjXaRh0Q82hkgIpAWp/XuSx6ewEQa2rfIEK3PutuSxhfJQkUIIKmT4xu5eCSfKpMaL+1bqAQZkXxIcDCFHydYwDoWgpe1YaAWfuyGiN8KYzWOlpXQMhltRREtbUYOyNb32+5p2SCR4cUzDRvQo793y7S6cfnWlp+v5G77O/qKM5nBKgOZkvdE48w0op2vQ90I3yvtQIs4Doj+fsYEXH8+HiJqBuCpb0ZqbRWxVO5dv7IlYAf/cGP8JO/+Wu8e/cOX375JR5e3WO5W/F00V6aa+lMlRwBHklkOzCX8Lcy7+M0CRjLwnh4eMBWrti3De/fv4eI4PXrN6i1anEIc/S7KI9T2Mic0FovK5nWKekzOnuYII3Roy9iggdikCTDi0eFcCWpGoLROupSUZdqlWeTBRMml6XuG2t+bx3r6TwxKLfFPOUtP4pe+kcSeJl/HC2kwyKPqbz9O1M+OF4yjZPb1/XP3aafJOwBWgHRp9Gs3HK/HuMAHAIaODJGt2wf9R1a21HKqgBSKThZWOoYAmw79n1HYcaCyadKorINAkZPxrXZnRO0yi83cY3gik5d434JA1oh2nxTB5JmxpHEYjZtNknDprJKBxqcbJu6faiRDP/dv/6v8ed/+Zf/5cAjsBvqN0aKd9JBEI7CMvP1JORGfxMCKMrGowEAbtASG8mV3S8rYkflWhsR1eKOTRjmAnOyn6O+nj8ZzXbdEIIq8RwYN5BPkEAMU/sBREqZR/MQ4bAqqRCMEIzeNFRRuob6kkB3b4AJQPhqZnxDUZnHfmu6myk+0WXLOWACTBaJ/g2HRsQMMleaFvUUwmYLicKopn9U6CYXFGGwhiODgCbK8t93fb+aIooGik4OBjA6hFh3KQ34GcOcZYZxwCCUiH+HVBXCAQ/2PFALlT7Iio+vD67e7rnTelCi8yOJ/9n3YXlMEEJBtJEESE/Wz22yusyQR49QGMkEC8PMjhz5IujyCOTcTwUMPUTW+wRgIStjrr1zq6cnSHiYCVDlmhYBmt8d4+e+X0cxa118kU+AhgOfE6Q+7pZOA4NMztVKr0WReQkumxtt72ukL5IxjjeHLybP3DzXd/4fzL53/UFuU5ijTek9PlSvhVJD5mOA0GaSLGGbPaODcgjBB+4bQEGUVr19LE+dS6ovj+YfwnB2R/KwsMYZafamdzim3uU+VB6GOHJXy3Fa+9/+ewKEZnwl44c/0BUy6PAMuR3a26kS1sQUkFhj3JjI1/s7ZeXl97m9eXoZi7nUogVZtgUYttt4GDdfjO0lKMnhy7PdADmXJMmGUqzI9t00qqdKodkF4tDH0AgE06FMBLEd6xhvJmAYMPmBMfn7dBA0be0Js/w3Q5edDRNAylwsBDPmkrD7dWZ5ROU0z65nOlZd87HUdXTqNEGeLzAba5o0ofs81axYGlxSmZHJkuUfqiZaUw6iYqhZyIuk8/25oQfnd+tqcjgEo82okMJWeYyVk6Iw4XodGjk0JBxQB2WIYBt6Uz+VqtXSXr1+wNPjRfuRb0ADewcCYi2GaEq/WEf5+3MBqnOqiFhJcn1hbRNAw7gKmVCEgGKUAaJ28b4LWgNKsfYXoFZW7j1yXiFL1WHjM5Rpg3kkOwEgNtQtVItuUIw+8PS4oVaN3BnjZi4DkY7XRCBdO7ETsNQSnIChTjV3Aq33QE7cbm1dFFAcElxF0bVDQZ1S1JZszaLFLJzKQU8iQTUeUiLWFLPk08X9VOWgNd0AaF0BkxwA5mObf9qYgeeuwxhHsMjXGgeNun03k9i/b+pL5n8djDHfYAzBtl91c3tr2K3EPXMBL1YoyJSD63pmxrZtADRqY9931KViPZ1wf3eH090Z53UF1kXXGkvDevXqAa/fvMHl8ojHx0d8/vkX+OjTj7DUBX10VNNBbFE8alqI2XJ5JxdpUmIqLCTbnwjnuzPWpeLpPePx/Xu8/fotygDuXj2ovVyKRd8V5bsZxv0lGv3Eter8EgFZ4SQZziebTDAuEGk4RLkH8ENqTAlmuOdMSzDkVP+UMTD2hlKq9gFoItYiAOk9xXxEYoZwRWsdD69PKrxhdEGfE2lMbs/mtdVfwJWcfXfQE/P3XHKONs7BOHnR/E1WmZ/KBC2yJCAaBtZP+gH399wGnvPJ383OYoYIgxyTs8ARfy/iiUmwpd+WWkBcbZwq7u/u0NZVI5CuG7a943Q6KZl2URBpu14xulYKnLaVttZ5AnP6WiGrHMpu27semz6LpuUafUPXsRDLSooAliEQKP+lvobrZwc5AZbJbTtg9qDJQI6Y+02Pbx959G3VnqUwHVZ3a6DjYOygByxKyNOGiCLUcR4feEGxjjckLgNHYdPEKuf8Et6W+S7HlCMxxvty+H7uvLhTZ4ABzNlwZNXaNKw27SACh+DA3tnBHuU66n0ArUOYMHrXdCRTNuE8uLKER25J/FeV/uTYYSlAsSofbYNwtWpkCm3w0FDRfdunwuuMzgCJkRCKT6AZSilESsg9NgzpEFkA0mpghQAmRusjyLO1nyTCr4m9/R5JVX1mGaGcvst123G6v8P5tIIKow9B25VPaV0rTsuKfUxr71nUGjBT97JFDBjwmdSNwMK3JaRGBLEw5nDQETIw0W+1JqYmlTCwJO7v+ppppkERQcHY0HeJPvGgZE0REoM8bCxkzCKmRECw8qBu2BCh0kTu5zRICiPeJ6vwFIOQF15HMr6nx4z+sbkcABHgqUel6q6CEzaXMvPUKfElBKgUW9YKznFxEM95LdyRtrRHr4oDmWsuzAljAqFDPMfdjU+bNyAHSa2/2XXOCMNjDtZRf73YH1CDXuey9wmFbDwHfmb/3ajs+JvdchaVk7zT4udkQNJB0LxTHQvkhxYsb6PoGAp0AQ2CUsqGynyHdV3RqVn0qafwZvDiG56ZDm/voSOJ0vz4hmu9O5Lx5GOXUxYjwJAAAQfB5WFEYu388BPznPRrmYaCDbdjnO6l6SWuv0QjPL/lPnhsqBDrGsfq/PLQVvhGTph5hJhvIXt2rxyTme9vb/f8ffG84Mbf18NlfMWs0OT2drHPWjqfAJzsfLNLo0hFFz3fVxgt426pXSZmHpXBPJ/t1GV5OjhnD/wZdr1RdoBIganCCvB0IyAeFvnhXEPMFn2UopEGgNGMcJii0nQAO1wn3yuTmg+AR4yonVFIo408o6ObP1YXRq0adXy9Kjj0dJXgbAobBXrdUjWF6Xy34LMffIQf/cHv4xc/+znevtsN/DkGEAxWbijXga1pdNK+AafVOJ6SLQAMnMqCh/MJX339iHquKEWjPFpr6E2CnydvePna7el78ROCcBMTIL6Wa5qYOx7ua8T9mOIzTcvokb7Umm7klQojUZ6VTLdtxz6AXgilajU4QNc86UNBJ1NTdVHOxH3b0GzTywq6wYIA0I0PipAixmz8n56ck8lAy67jEP4zqaw36jFZnCIzAspNNYsguKTm2qTgah8GUNq64/25YAJIiV4Gi93PIS8fEgeV/DOfu4Tnw/bbO5IFaB3BtjnOTLqBBgaWAqIFMrQIyXXbtZqYzEI9fv0f//Efhe3oldm4Foty4uBtcVtLALx99w4fffIRPuGP8fj4Hn/zk5/i68f3+Gf/7E/QWsfem2EYOkeESAHYdUEti/prA8A+pq8mYo6yGyT6d11WtF25je7uzjifTnj39h1+8Ytf4N6ikOq64HyvYNfprGlye2tovaNAlBy+lBAgFqXoMEtoAkUeEhnCx5Zrq30s4sTPUHvTlaoPRDGDp+lGceGqPoRXLhhiNkQFSgH1DR7F4f4aajWWf1M+nmvsea7TWw57J2QC+d/+8fN4V/JqBpR//B723L3hxSP747HTMSclxTj6xrpENW/l0Q1POO4nAFAY1BcwD2ghBvNtIQrqEeniBNVNvTU8fPQa79+9x+PlgtPpjLv7O3BrON2fsT1e8e7dOzw+vjcepDsAKyDTbpkbgR51naJKY42ctpgHoszr3XbzPnlZS+SgG7cv9dXn+flvj+TM64iSwavv/Zse3z7yqI/U6PQi0SIEyvWh49blycakH88MeBeem7MCObNOUGdsdqbAnBXWlDUxcMWunggeEE69hxoSjtwLrozs5OiDOEW8TUAfOkm691kfqLWgUAGtAPYdsls5+VpQRDD6AhmX6KMxRHNqWfODl5PWmt2vm1YTI8JyWiEYFt0z56tXO9O+gaV02N+SRsHfI71arQu6DIzWAGLQaAAPcFHjhll3lCBmIIwOQMGpbd81EkYMKTYAZ3DHGJrDSaKOhoI6ZtJqBpwR8pIRVHZcni6oS0VZKk6nYjtQHU9PF5zuXx8mjTso/jtP5gBB3PHBfH3AJjSzTdjkmrojG6MizwUYrnpNbsYI1NdIoA7zn2w30fjm9Briw7vE0LCDGkdH0OfHkIG2K7dXOGjeepoE0JAGBy0hODjVYo4kgSYYFXo8Ys9AB6rI79+hpZF1rjiIXIta+OwVJ5KydSWdwTn2CK80PwqxEmd4/IwMjZIrub8prtXL3ME2FzrJokuXp3ioMVX8cQGOiKWfujHuY+xpc8yM3UeO5ruB2XjGBEdpR3oGhYzM1STbDS8vWt+Evbhs9TEspUP7TEwv+hgFGEtkNojKlaeZKj5VFOF2R4c5pVxMYzBHjCEDRZjj3GNRtfPjnBcO+36k+wO2a5xAGnfIQvV/i2lxsL8cgBMEcaa+Qh4Ei1qId9ZL2UI7pq7wPjg2wkHz0H3i60MyUqAr3bCoHo9GgFDsbg5by4hwiCwWAXgo7x1zSs4VAg3RNce8OXfs+EaXSR+zF30coeuK6j8rpCCIClT/UI4dCgRp3UIFirwHFsxoJD/y34XU6d1Er3GybD+nFAUzYmNbLP2L1RmHRXJsmwIGMtTpbfZDYtXbzHKs1YGF+Qw2QPQWlvQUIdXP+iwxT3vDrEpFMKAItikvwGLhHG57+/JaKvD1RSOd7lfg4Y5xPmnNuXfvLqgM+GYOEaFU7dvRVf1Eu005n+/OICLs1x11YdsB1mjmfQdO7HMXAWwQJkhkhWq1Kpr1jfbR5HyMjQsAn372Gm/fPuLpcQOsX5a1YN+6m5VmVwJPj2Ll6u25DBwCUM3u7aNDbMPtWMqZ1aHUk7Wd1LWKFBe0AgiMuBzAeiLsm6gfW5VUdrGB364NSy1Kml0VFhl9aBXicoLq/2YgG+N6uaoPWwi7cUyF/Np7N1bVH2qB47U80w1UVSZas0g1zEg617N9DGDfI6URNFe0IQaWpuiy0KZ+PuZvTfGbsuntcZVVqvF2bfZsPD8Iswqb3+P7oNGy3Xj7+bro2K7LtKndTlrOa4BGw6o5+VEsXTKDjH4MGRhpXSMA9bRgu+54eHiNN5+8xt3jGY+XC37xs1/g/m7FZz/8FNfLFUKCWhfUegKgayA596gLrPg6Sgd7wQN8RATXyxMAQi1KBg4BHl49gER5kNresO0Nl+uGu+uG128GzndnrSJrdrT0Bjz1aetb/2h04FxjAaAZCq92SQHX1XfiQDDbpneM1jSOxhWgI5eK6GL0bnqDgacLZF1AywKSXYGZZQU93APXDRCtGHf36h5PX3+F88ODgU4w4W8AdYDO1nrvPMxzeoZDbWJEnq4jtkBESg2ek8JLKGa7pBREWmw+Do405qT8DsdLgS0zjYsg0F2HgT7XDxA0fW+mrxUuUSQpqod3HedaCz7+5BO0veHp8YKvvv4aTISPPvoI5/uzNnvMzV6iiSc4jY7aNgRaMo/Y7IZ8aMU0RIbSYQPyQLpuvoXgeE+39RPG4v5C9icnX+WLVvE3Hr8BYbYJ2QsPu3WC0xfTM0rIrE/0b2w2TZLoW1AJFk7bZWBxQrPUDhENg+VSUFHRbTuLizkrNMBUoVEdKlVjCHrripRXNjJBPb+bU1cBYLGQOEOPYdxELF7e1omYARE2BysjkhZ9NIbmxZoxNByUGVqGkut0XMJJInXOgCksXQa6KMP8dtlUmYEwhtJx666RltxU/h8rzS4Sxn0AcgqfTf0An2yYPzEOGgY+Woc05TrK5UTEIqzmvSdAo7Vui35uDvJ5WXG5bnj3eMGARowspxXraUWpC9Z1BZHGL3mEE8skGcvRBlGKlDk5+e48a6SJGyVaSa2bLTYjgQRiqcmU3lv/GBlZViGNdDQ9Pe3EhwNKcyp8g+RTOhfudPni5bItA5UV8Ot9xHlMBHDX/G0hwORv8IBYXr+B7tMB93kDyb7c78RBsFx469chgtYbKqrtSjlXlr50sW15sp2wA7ABzP4mnQeeJkn2nYjvgN9cd9MqvcAjzmSeS74rx6H/QkX6Th6AtR4jIM3csMVSnk3F3B+zWUdjZv7D2/ccoNTPZsQQ8MJ6fvvOnhIsbjsYIJtskj4EBQOFNN0zwnnJn2FeUpCz8fMX/IBgRvMOi+aRw2vOIcy00RfuM8cjZiEQd8rNsM+fLXmUW2TnH5/FUA4PNxIjuiyA/un4RZvDGPJ3CjjIL0UpBV6m1VsC04W1TCP6+YvLbSfioLcimlL8BZTThAlEM+JgALohkAbOIxYUEB3TqHddEyZFejczxAUvtPXv+SFQZ/W2upNL1QkTUAqn2H6I1Kgrad6FPwL1LVpXAOJ8Bk7rin3fUI38ubdJkr2us9IV2QMFFvnUgft7YF1IgSiz00YbKmsQjKo+BduLTPlTHVF4+g7LbiAWtPpbtewOT0vajdBYU87s7w7URfujkm3Uy8C+X9A6cDpXi6IRQAZ4Uc6TdRFcN4lnh5+Rji6C/emKPr5Eaw2P755QK3B/x7hugm0TBQ5YI17WBaieziOCUkXX2FhSyKqT2UZNV3Dn8ekR+z5inAB1HJzTKU/V+3sFczw6huDRq3qlb6ZOigjVH7VWMOmmnHIyaYpGH3068qQOtepNbduyLBDZdN0xDibXB6UyWhtY1goqNSq6qemqEVTXq4JubPphCLTSW58ADBdgsUCOpTIu28C+6xiXoqBcqc6lKTHu6wrcn5WEOSLoU2eJpH5ij7jELD9uKm4kX9VciuC0Irt2MTnZfVlScZocWgKsxqVE4yhLAzhwlHlwxfcDPLJUfVtfvB8BxSO6rcPEZBtzDJGCy9dfB2kvQ0GlUrSS3rIuYNL0te2yg4mUq6dW3UQvJar0AYKnd2/x6qNX2HvHvje8evWAP/1Hf4wf//9+jL/4i78AsW4o11pRiFGZY8w0U8PXJMJS1tBDvnbfHtu24+HVg/KvQldOboTXH73BelrR96abc73h7dfv8POf/QL7vuP+/h4ff/IxTq9fgdcF6ANytQ1/mgWBQklbP9Z6hphfRhBI29UmtbRSgEFF5xBq0Y6XppUCdrMNyorTaeDrr9/i8vSI8/09amFFpWtRpf705Iumof7HAInD+p4AhmfHrwNuPgTu5M8OgJA/RGaO9O0Rk9AmVma2f3ZYNFw8ivzu8cy8kQhyK0kXH41CSjYXLOPH5bko/UmubOY1XJZlwbIuIGbs+46nxye8e/9O8YU6oRSnP3BQx+eV65XTUo7tS6/qfmtvXtzgqNdCxrxnM+byAZs2ChGYP+LXOF2Fb2R/1+M7gUfBCUHf0FAzgn0wYyeeGU7KFzvI9hKuYIFpuEd/meOPrth/lLmz1VYdZUIbAwvRrKNq/aT31LSTMXwXSZ2HQaSRNYaozkgmrbI1NzyTESvTOZkCq7u2Yt97uUoHYiYKaicYqDDSYl9A2PctqoaZXlFm967bb8UsqW7xvQTdxWr7Bi8/n/NrCVOpzTQeb8OzkfNBPhisEDc+6XCav4uIhjmLv7MLvPeaK1JTELflDD1CQbo6l5ozre9wvVxwfatI+vnhDp/94Af49Aef4drUCSHoNW4JHIAjl8UkU+4Q+qR1UVbQSQd7HICE0Lbhb/u/cyURf8fjbHhB+TmYFQpP295NJgaMQwlaNpsM+/F8Aue1GlAug7LUozKhl9p+0yZ/b7/OfotMB4DSiMuHbvU9OsYQgAW30UUxBOagBoDo+eoJZDhA2AcwRb/hVBpZgWDNnwhOqrg4u2x5r3E6cQFMMQGy29m+M20VIV8g3CHMlwo9/IGDXjgn2pneLdz80FHpvb0Gd3oPMqVwC4aI5WIxE4rXC8eMKopoN3tWHyPUNJGXvPXvgdvXy39L+k0JbBHkCLO5jqgscMzRCem6tPuneUpYRn0gW+nJDvQ8OzLUYdfxzMxXQ8DJD80RF5m9K1N65gIokb6sKkpmIw99IUkyaM5ve7uhC1dEX72oHTxJ3+/zogFnkynaQuBR9M1ZlNSdJZANpsmjNlX/zWim9zk8J4Fk+t/vuSL6z3R4alrWJB65sGGmsuV54OCRyEypAvTDkc5zOfPoDcKOuszzS1FQCWZKFWgUDQigFntpBgQAnX3zydaPoTaLR30E/muN9aDNwqSmmrWsMLAO9YU8ta4u6ku0pg68E2AP0s8LGYh11igf96Vg/dB37UU1EQWFxDJHBKeVAuzoQ2WzFkCGYG87tquRLbeG3t+CRMmYay1o5mx4W6V5RJVG4sH6pxo41gcg+0DnycsJAPuuHCpluJ7UceEEnIFiRkOgbWgNoIKolNWHAi7Lar3ZR2giYtIIqKLOeh8dhRmntaI1YN+bbnKanViYNbpHRpD9+sZLb4BHn8BtZRHQ6EpO3ZwvSt+nd+VmCll0m1amPeaRQSDg6d0I+QWbrJieaW0CR26v9NFRa9UKy2McAhserxLpjRRgvAFywEzVpJk6R9C/d2tqkZlGmTMFA5Cy8Rld5ZE9Ly1Pzvl6ofW+D8BRPsLvcd8H2lZPgS5ixNqs5etLXVAwHWQus7LZu3fv9KZDHfB6PoUMtdatKtWuz4XKyN39HVpreHq6ovWO0+mMf/mv/iV++tOf4mc//wWIgE8//QSv37xWDtXlBAJDRgdXBa4A9e2IFBRyfliY3VeIMRhKJl80uqSNDgbhdD6DiAGP7gFhXRZ8/OnH6L3h8njB09MFX3zxBeq791hPJ5zWVasAeh6uhzC6nZCEfHRd95kZvFgsqAu5/8hAf3qySuG+gev25Yw4nht9bpfIfB7gxo4C/cNsmyhBlz27PCmfCURaorMhls91HzxFHIXv4Y9I/x6Y4XwvHT4p8jX2bzIUV82ZCWDn8whIlXDl5vv5vjN6XeKrmcWknzFbNcBaTTcDGAOtaVW2ZVnw0cdvULjg3bt3kAHcPzxgXRTM7m2gsGYLkfXDLFZ8oxgOB6XvCS+Ojb6EtondNrLP8DKns0cBaverUhVmSFEamfCXvuPxrcGjl3YrdTCPA30QvJt+UJt7ns8WLeKnencdH0XaSUMJhd0hyc8kUJSv1nvQtM5DzsiQdoJ4CUYvOR+cRSmFwtOzXkJaD50tCMAlW3PRQSqUQtO4z1ITEUgyK60FgjqgaWC+VeNAlYEdh0G39xW4oUBgzDxjdnJrF7wXD49siXU+8oYdkHGfATbZIjd/pDSLw4BO5eblPLUX5m55cDYZYTTXgrowlq65qFtruF6uePf2LbgWrOeHUCLFYpbDn5PszN9MJhukzH3kod1iKVuu856F9Lps5Ukm870LE6ga4bcbg8k66qIRbYuFr8c8sLaogrLxtLBPuVF+7iT4Z+GUhbM8wZAoD+/zB6rAmDQyqWfwCAhQL9LVyEdJv3sxWuF7ckh2s6wPOL0bgPg80gSBF53jPDtpXhpcADE5MAlIP6x4tU0z5NSrPWolI07zDVZu2Bec2+bnBh6M0Yxc5UXTZcNbQc/fzvURU4GgHw0Ga77KkIScgXynO714bCrcNNz+yUCqpvVyUw9fWqtVB6XFA96e+b6CpKPJ+xxzvK3v2domtnEwJUbm+hTtcfDxOADJ5JjNdaMmtePZXDncJxSVXmPPdic6q890xXxPOtJExpkO2JueJp6AqEDfeeoviuvmGh4LZTz1+PoeGj3XIWKKqiWx0wbBgG3I+PoJH82jaTBbARx7KG3WHEXi7/1xy4vCQPD5EBBg0K18eDd5YIVf52lUcV6af8r7osKXibnBczOvMMDV2mMP7qLun9NYiACFZfIRDctiAGJeZduIyMAjQ5J2bgrCyORjclXS7bNqOlgEAfRQBYpFUVmWskXzWUTQrhW82BrQDEzyFH7nqYXACxRhiGDbR3D1aEn5jtO6orauhM9QEGdZ2DbTB7b9OY9TWW3tgK/emSdT15JaqvFENt0UjohWCXAColFMPicmh880cImAZV0tcnVWgyT2yHh13k/rCUudaROaSjF3+hUU0Y2rHhyWgLCSzAICSg7j6APStW+3Pcva3MAZw4LMk1x5m280o15j7+2RPc0Iwp1T2OXgug0QdSXcbgjwiMg4uywD2sFGB4/chvJ+FOvKPjSir+PYTifTdpMwc3wBqlPzNlGeu578E75x+vltH5OmQA7/a8b+TuYvYQhoaFRrMaLg1pyHCOYHNAXxukZaFytv7zKbN9BdNggEXhe0bSgdRyFz3AsEjE8++RSt7fjJT36CZVlwPp8x6oCAUYtGgSjvpxJ5w3yJWOisquGMENfIOqfVsMaEHShwq8j4aMfAsiworyuK8eIAAI2O/XLBZQzciQLATifg6y650VgKCF0j0pghRLi+ezT7hEFGhqPT2dLTwo6HClphoNvmIpfJyethcsPOI0CBKBvTUA8mcT4GsejKXIi/zZHslmfXZfAo7174OYcdjZuDbtt1cx5NW/VFg1udpiPXKKb/49dGxBpyhggpB5JxePWh8iukm8zEbDzIlkWDAeaC0/mM0QVPlyfse8Pl6RIgvPp5ur7pmHHoiA+bMDm4Y9qh7sMeIrAzgGbHcCOSjAoFpMV0AQi1eQ7UFpeiitYjDce3lYF0fOe0tRzd4UapD2hOBcjRRfmYYfAzSiDufXzQ0ZBNDk1GUHXBYSNk1pWAHCARJYwlO1OI0aUHwjhYQF4qnmYIp4MCSsbjT8ILwp/bQbNktCkvSk0+ornzFR2s6q2BkMrSW5RWt6T/A+fHARibDXR+oyBmxuS+iYgwA6v4GQos6dbWB/GZOb1kO4sy1EUYXamLiIykdkxnON83nGRJ42fGlEzSPSFoqDcTqBSczytqVT6lvXe8f/ce794/4oc/+kMs60nDrxMJsg6RhGxKeo46V9PQklA2EpVX1NBVI6lAuWOkjyBPPlTuQko5BHTxooohDX24A0kRQdI7tGJCrTOigbIxiekU2qpsumMi48kxnaNnYAlbyHxyAiMtNDnuJAQaPLlKwuJJd2SYwp7Rdd9j7Cgdsy/cMI31jgEEJ9Jc2MJvDkM2/9f1lOutGzUew0hRnehwMTDHF4DFk8UuuKvzWwPaw8lvRhlwx50Y7LwyyQDPedFxNfko0rPnzPezVKeDafvygCv46Fvifp7HhLyg4PwZNw8O/WNGJJmx6u8R6pLm2x9vPcfhAFjnZodxkPSfO1wBatycb78/dMzvRfVUNmZEJr+eny0W55S61ZaH+ff8Kq0o/ofrNjOKfa31d0/vPw0PN0yjtxS8I5i/mZ9IE1ASJPnxsO1D9yQ9lIY/uszlXHe3YrPGKy/5C9tZWlzGwW6TX74hEI95oOd9/INPsG87ro+XD47R7/JxjFU0fQDve/1Mbr5jWKoabswjOynPavdpgOlMZ3DJqS3YsiKcpLowMOwBNNQp3ls6Hzp+pc5Nf78nYL5cjjrB5OpzVZArUIvMEuq1HtucCb5z6lvOflgqQFWrkGWKAAtAtIIl9s5lRjx5OpmDThoFRQATlsrYNo3MKJUMAFO7YL9lTLYfPZeNMJjc+DAbatrAxFpvtbDbbD24EcfQ6mL+t6fy6VIgSlJegbpoRIVWiOqhV9S+UjConDgcHO1DJb+npKN8rZMmQTpd2N7hSG4VG2XdKqYpgKaIXKhG0rHh5BK4HGYAabHCb1HMUlRujHpNI+EqoVSN5tBoJCPm9orqLnMuR34fSfMn6aysCb0wA9tcsmHXvs7CnO/p9yMEmbff83Yu58+/D+bUGM7bEyspAC94oxE4YrQXgFZT40KQQWi96RyWYtFkyhFTS7XzdP0Y3YqJMFIExNH3u14e0cdAXVeURSM2tuuO890Jn376Cb788ks8PT7hV7/8HHd3Z7z5uKKWxWwrjk1sZoZIR0Sq3OpBIpCwVfRz6gCX16xndQ3atw1cWKOVap2+SmvYrhv2fQPeWwU2e+fYqGcG1ao+sU/W1iEycH18nEAQFW1HYdRl0c+s0i8RRclIIiXV0mptbBNDgCYzqofSxPEMHSQFiSSwcS7SgpE6LE+So0F7s8DYOf58/zsbptb/z+yqmEDp53YCw/xZNwhdafgiEIb+NEbU1xy2YUnzM7jtMpKtxygLw3ntWu9gtnNggQBDUEvBMHvd7a26Vrx6/QqXpw3btqkMl4Lem/InlcUA87liE3Mq/XHsR+dk1qAIpX3Q9a4DEh4AOCHXnm0UfqGYnWc7RxMsnSVHFNbQAAbNxpKblny74zfgPDq87VEgkoXjqNkz7+jb3hpHo0eBCy0bOsvIUpAKx0XweZJ2pW0SuQMRZUuTU+xAjiPkkpOhgXDe4h4pMdoNZy8hCTMKkBbKw5slIEhSo2OHXAa6CEbTXSSPq/YIHeUesIgAJ+sl74A52W6BOgBBjMxcEZwkvqj7BLPwosHeR0YslqqCyRjopPHsXBhj9IiI8nZknSQWkUNsUV3cIWBgaP5/Hx2DCCtXJYKG5tyvpxV3uMfluuGrr77G26+/QlnvcL57wPnuhNP5hHVdNI2NrEIcsxk0LcAvJ5udzqiHrXuklUWIDEERM2xJtNyopSztFg6+LAsIgtZ2vcZ2ULloeUgtkTgHPSI2MHluplS5rJjjFAp+Xq/g1kwJJHcG4/4wgm0ON1uCXXQ+iYlsN25oO9O08Z0YlaWEbP8OoEYO4Bx+cGz/HHoKcOaoluZid4zkMl1j/+vHK8IIaKMhdlt9DGwh1/TNBDQQwcvde7SGni/hVHkp4WcAu+mMSoSe1v8P9YnO6vyON3L5rfoWcCCGyZ0+fw/tnxHcAzcXP7uh/TIjgEJnUaQT+kmhv7zp0a/ZyJl2B5IOD+eVnbgz3TN74WnMXV/H3cPI8phIG/PCsQER98m/X3phmQu9lwj3PppE3iqDh/B0M3J0gzHlZeQ1j7StZH1D7HM7rcE315BxVHmEhWv/AElJN09GF0wAVJJcyUE2Yw0S0t1+0EQLIJaCS3Efv4jBICFN9baiCYh3na8A6Ll/9r/8lxh94G9+/Ncvdfbv/JFT+AXGbSQaYTMwIxkcMHLQyCOW/PB5m4mJmbxsvTnFVgkt/AR7pgy9ce8zooeLknV7dM/WUylymgTcgKWXAXC/yduzVAWcfKOZzMeRAYxdI5xuwSNPr/P7ZPBIBFgKjktU8o/u7tXxe3zfsW/N0s6UTqTAiL5NTMnQgrb1AKqcFHvIwPv3F9yfFzw+aWoms67JbM7ZWt0mnW0zHxbrUpULxm7snECtD7TeAmzRqp7KLcTB5zLfpw/tv+r8OjAaEcuEcd6hcKLCnhWgC2ohXK9XtF0d3ForloXw9PiEtLVm42XcmKzV6tZ1wbLoAG3bpvemkjbe7JkD2DcrGpOByZTdEnJI0xcEkPlrA4jxwAsHCZe1YFkr+j6w9R1P7yXATvD0ITM4lVTkYX54s7tFRgHTIcpt83s4QOj7LAIDxUgj5Lzn/TG389LJ6wcyq+Zv7xAAkw/Sya9nmrE4afBQeR1mU7uyr1bFWfmDlMyZLbUtIlKJgOKA6HGT3qtKjTFwPp3ATOhdSY1PqxYEWs8r/vmf/VP8+Z//GH/xF3+JN2/e4PWbj1GZcXl/wZuPP8Zogu2yAUUsKofiHQ4myEEAPtwvRNAMBz6BvRS6z08u4WMQES7XTQvlmPZ0OwQE658CKgMeMipCKGWxKKsakUTMjLIsqtwWF2gEAuljVLiYj5gEN2wmE/5ghZ+220Ewv0kgntlwuOlEtWMm0fLhxGkIvHDdAQvIiu3AeYR5D0AntG92ZWDqtpGH+0r86S/utdrc9gqfHVq5b5QSfG0qvx2jKWH2GANrWQyc1wySvSk31puPXqOWC7788itcLxfsTGAaoLsVpRjXMVkUPTO4AEPY9I9ALR3zBzB9gsrFON4ajhWep00oxx54NrxuD374eL4p+12O7wQe3Tox38b50AgPd5KO90rifrjvN73w3JW2nUtzZtRQctRcr3eEu+8dIk0BBefYAYChOy69dZB9Tt62LMC+IAlhktyShUzCdrPNaSGNIBlEQYI9ncrZJ5PoDdEDhYsK1SBIF6UtbB0dAzwk+Jh0KmQz0/vUGmvAmRo3pmicwBYfFigRWBW12dJxSFma7zn8hwcqVow2jMDOUF83AnjoToUSJJjfTLa9NKN0FOzpuJrzDAvhpFLVoCqMH/zgU/ze732Gv/jrn+Pp6YrXb16HLP3klz/FJ59+gof1FcpqYt00vLbvSpZZlwVLrZqu2BWcu+5PKEsFQysj9N7Rr1eIAOv9ivPdPQAN+b49PC1Ge135AqSIF4sKIE11OydZvVXG6Z4HRQhTeJaP7v2P6Ry7QiEfnhenpCkcUgCLDVzzKhQZBI5CCX8brfLbOijP3edf5l1eZ5d1oGk6xZhzn3wR1GScIMfHfA6RktIvtU7lbodzCcTfAnOQEWPhsUxDPJTW9YWb8nSQiWeA8K1FjDR+/m+hw/ff2IWh96bxxZx2zfVtkBr0zOCQDzyHgAikKR56jRfa7/+ldGF8lLjmJMy1ODQaUHSX3Akax4Bwifk3CErsL2ICn97d8ny+7bI6DZTUDYFAyfFEmSmt8TxAwWf/TJT7LF7ZjeBBhx2n6DJA3b4wRqbxj5smaDMkXamvqxEBk8DcL3IQVZ0xlQkVq3mPW55FIgBMWo3N1w4mLWfchvG6pd2ysAtoipKDTJKj/F4yj/5+HQQFaABM4Mg+d4xgxUyreQk08kgkIAE3UP4dJ3hWG0P7el2tzzOIZN8PsnuYo1+qAU8MbO9nG6TrBjjEqo5VNZr3XZT/dWhqGTNwOjGkTbJq3clX7qKKmzaamulpH0RtFPubgbs7PYehn3cDm/YGnGLXWICTA2Ea+Wl2+5yzQ2/OBdEeK1SqTsUALhflh+IKUFHd002+yTj3POo1Nvfg64AblzoiCs70Q4pcKZO0ujADxdcOjXLat4G9Advu588+gVhkUdHCKIMI6F3bZ46nrxe9K/dMMYd+Pa2Wuq+2BohwPp0VKICWsq6LFp8Yo6PtDb0P8HKHUgjX647dkJX7e+CyabU+go1lMULpbhXovHIaYVK/uO+Yf9uYUgW8Uu0hYl6A8x1CLdiQanW+FVFEp/WOvg+0TeVjvVM5brvKSjP5JajfTqRtjnWazR/3YEcbR2/jLs+jjPxY89y0/ctUz+C3esRGRh8x/gLBYkVpXG773tBHR9t30KtXeLg7ow9Lj4lKtWpXtb1N4DTZQ7d+nXt/hQl1Va4YtTEEzVIvVcYrllrxJ3/6J3j9+g2e3j/iP/74r/Bn//Jf4O7ujP1yRV1WrOcTHt8/4nxXn/tv6ZhR59Pu8/UtX1FrRV3vgL1h2zZNx2NS4u5aUOqC090dXvsGyejorZu/4YAwbJPM1l0GMAiv3jzok4rl3ho/DlrHNOzNSbW00N52bNctRRiZIszoPI6+XWzIMU2TTbT3D3ZbOA8hGFNQb2HOZ/YmHT+PS+jgVxzAIX+cA0cemRVfJtvy4Ie7Tc6pGpzf7DjW6t+4ZeH9qfZ4qcsEMofg+jRwOt3j0q4oZTWKlxI6jZmxb5tmuRTGshSUor5l2644nQr+4A9/gF/+8lf48vMv8ebNa3z59dc4XVe8fv0aJ+P9aq2jbTvq3Z2tfVYUxeZZ1glUF8PRKPw1P/imz3OUb/xEP5uvmG9uuISK4/Qzvuvxt4s8eun4rl6nT9p0XSgu0cXZQ/881LZUV9UGqECZ0MdoYThLFlS/5+EzJT2mMcIoD8cyWP34OFluXu+oEOVwTtFyNMnJZ8C4ll5aOdzoI8CcB7INI82HF5tsYkSGAuju13AgyXeCNW9zjKFOY9GHaTUSRlbo3mwP6ZvvFC9o6XtjhkG61dktDI4JTZqVFjSgoxspOaU8UUtrG6JhdDw8ZU0sNW/gLAPVwkJRioaxph0qZkZdVvzpn/4Ij5crnp4e8fVPvoQw4dXr1/jVz3+FL+pX4FrApWBdVrx58wofffQaEMLT9QmP7x/BIJzXFefzHa47MFoH1YJqu34+PvvWsKMFk75Ps5y2QXTLQZL6LlBKq+xlck1ZkMQUvnV6+G7DVZ5MEnI7L9Y/m/JhULMcdGioBR9zIxHgwkFiTOaQe3ByBkWOr/N9MHdePnL0Qxgt9t1tu/N7zRQ2CiUdDjNmdTYWMj4PwlIruvGQWQo8mHU3dlnUQzqAUPaTS5XPeJujQTXX16MuOYhXGhsyR+TlsbELXUDy9YClIJCG6jaduyr6A0TPAc4XOv2Ff6b31jc6yjowc1TmW+NGUQNSQRHB2NXASq/FAoCMX8zmD1tuejgd+RG9AaNBWaZU18eOYg7N8Fc4rOL2TjExv+WR+sPvkzcR8pAUB3MNLPEUoLiPLpC2ft1G/IRpBEAi+qB3KFk1yAz8CdZ4A25fM4Cj6MOKUnX3GbYcFovg7cb9Uox8VKOqEPpsyvZz2RMLDyDMVG+Xk2fz1f6TQdvfwM75nTgEChhlo8wBmsV++/fTApqms0ch1WWmpE09OKMrnMy6VHXy1xWHXBpXW9XCJHw5Ypt7Q4D7OtPMvPoZEXA+TbvIcBWURUGl9byibzsuQ/B0UWdLREvcA7PQopNq+8Z6rUY+bela3V6qqEkFL1nvRNvLou/y+CR4/7RhrZbGZk5cLcq12UNe9addtb17U1DBcJQAavYGXJ7sORbFtNSB9awNvu6C3pSo+X5VgGIwsO07ulX9LZbeUkvFqAOgDrY5zawJDr31iEgohTEGsF0GiHTjYV10zJaFUGqxiGdB3zbIsmjQgtlWrek7ns6EWgsQQIESBivIrhLnUekEoBWtlLVvHcCueoc17UYAXJ+A+7VEJbTeO5gHaiW0ixKg1zJTHwGgWUCF23M59Pn6ZMJnMlXTNHd8X0R34ve9YXTB1iZBetC/yEx33EpHqT1k/d7S4rZN5QEWhVfJAEJROS/GTu9y4UGm63ow24Jou+86Ju7LD0kRgjSvidelec/f5hE8pYfNghvlagAEAxp1Y/aNgjsCNJgd6emhTr5uoJKDqTJtWH+O2186J6tG+PNxs3RlQi0Vn3z8ET756A32reF//P/8W/ynv/kJ/vk/+yfoe0frG2pZcF7W+R7uOLiWVE88vj++YtqAjc4RoPV4n1prcOAAQJCl3d3pI7qgjI7i4ZLAJHDru+ZeigBC8BLuZAg2WQZHROq6cPn6SckeyKF6qT+VNM4DJwhwYI8KiKspf1fyhAMo9JL9KOOFz144jzBD7/zwR9E3XJff0RwYEdEUPQ+tHAqmTUtlgFpepDD9UbeNxsCCptcYiDWigpuoDry1pxkW/WWcW552yIQjye03H29ev8ZpWQEUTbWUHevalGC+KvhORTS4xEAdEoF4BYrcsKK2MwMoRFaxlK3rXgCbkmxHoI7hBXmO5/MPAUC/gU31twKPvin6iGDpYRm0ScKuyGBWVpY+lAUtOcwaUjknhyLG09IPpeSPmq5zfK+Gj4QRDgg6CCReZlEFkoi05OwLzoLYgCsQ4rG1gIO5wASqKPEePesfQqCfASzAIpICiQU85LiNgULeT2K7RIBIv1mIClq/YjRLAu8CXpTvSWLH53nYm7+b91Xuf1VxKZw+PhdLzxoW0uqpVWQ6jgCBlmfdd4AFtZz0/ZiwLhVl7yCrnjaREJljH24RwvmoteL1mxWvP3qDMQRba1hPJ1wvFzxer7g+XSx3teD69ISnVxc8PNxrGtz9ojLRgcvTFXtraqBtLQy4Uiq4MHpv2JvugHCU0shyqmCdk1MPm6y5Pz0VSbmUNN1leEx/QpA9KUZst1QGDMiUkGPlJXg+cprPCtAwhWS53LcKwR18JkbhMQ3nG6/hdsfo+37kSB2fjG6wOCm/iIZeizBO5xVjtAhDhgFGQXbod7J7MlEArwIJziounhJlhm1rKIUCfPE7OSA113zTad5an4+Z8S+eH3c5YhEJHDpIRNKnbihMUBzHuZmu8ciiHBmXgRgRJPl7aQzsXHrp09Q2t20O59i8io8koQY3t7sRR5fPCiWY1z61inWS9Gg0x3X8bJPMP+3q9EGARx8CWw6tQVJZx5MBAAzmESnPLwJAMvUd5T9CHz6/dci/jWM3w3YIWV8YUFoA4WIbfdo3KnJ+Te5XACQhu+L9J7fPnzrRgaMRwN+HDweOyNooRN94CRGFbP0Gds7vzNGhQJHWD9LDfyc49QAoOZn2btMzsgXT9V0MTOoIx57LdKYZU9zzFM+gSl1m2tuy6G8zT8BV/ah10agjBS81AmRdCtbTAi6M9283XK8T2Krm0L96BXhGTCnmW2y6GR9LL1xfzvfb/Bp7p1KBpTD2fURKG8F8J5fRMgIsCDeKNC1pEKJ6lljfrqsBChcFrpxraTGupH3T+zXj/CkAduuvpcw1hAnAGNiuG7Yr8OqTM4qF4WifDUsrA+4fVpzWFU+PG56edvSm/BeLWey1aBQEV3MoRHC9AnXs8KBOB1EAtSkJFWSIX5djviIRgS0UeYhWnJPutoevZ7pbLn3gdEeoS8HT4wXXywYRYD3pYJ6WjlF13DVF3JXiiGyBDALr+qR2FhjPlhj3rZw+oItEumMzGyZXAPRNHaKUhsYGngkAtAA9XVURzSg6GRPkItI1LSitbtZEiEYrFdY2EM3la/iJ6eB0r9/2MYxMylOwqTif4czeIBqBV5TqtkP2D3yj2DI3KFVfo6MH5bYwgBhnYsbemvqClbCWgoWdX6ijjx1b2w2jYJxOK/6rf/Uv8Of/4cf4m7/+G/zBH/yBERdf8ObjN7hse5IvmiaE+OAchSvbafoBXlzjJm/iOPix7e3bZ8CTiFX+VWXzzFDgpc5niKEsofhetvHdLj/kZg6zndh5kNQfBI6UJboouDBj9sOHHMBvOkRAxep9CrRyAhOwnp8vWIIZVTQEOJ3S5y5Ddh9JG5ahl9zy5fDZg15jxtfOvoq+Y5DpU52iyXZyHyc9hw3NDn/cfx8MVVZ7SsgyNlxZ6T1FCKe7e5zv7rFvO4gJl+tF9XlvWNcVp9OK9bRg280+G56VonNP5bbM4bGxYqNJICZIV33a6WjbzjTC2flu430TcBTT4tcO/PPjNwaPcnQQHERy4xzfZAcem/nNKWpApH70bikgFAEWYg8i2wLwijqDBJDEJeL/i0flXd4EUhiQM12ZY7UuMUtEI2cwr4vWJEcPkj+OvvHJ7Mg7c0EpHdhJUynGLJkptsB3i7qiSihpgmlkxIjWugCNMRSMEYDR0UdBkYEiCVTIykN8fg/TYa7Qxgy17daO4TxBSSRdmZoSjHRCX3mBIPMORS46RtociYmvxNty4H1QIM6khwjrukBsV2GIRp0tpwXn04r1uuFyuWLbNmz7jqenJzw+XvD61QPefPQGD/cPWOsCIUEbTQ0Ka1O3lJc+BHUoid26LOEgufzmtBPvc4FEzniIQP4j5ofL28uBgkTK/9HHAAlPw5nM4XKhT7d2II/Ew7pHOMJ5uKOaS2EAVWVNNGyewRqae/DQHEzT5/0f/7f/e/w//vv/J3755ecvtPy3e3iEm+7N644PQ6MiailRgcbHzp1hXyieEWmnhUPJ55AcGF1oCms1Q0lpTu6s5EUqr4kx/0wG2Liq5osYWGt59D6OB0M7TpX0HFM0YgkTggmDOAh1EDiJzwiAHIAjNzwMKB1D03BBM/3chSnujzCcMcwmetkSe/7Zi8eNDgVQnNzP1AVHGrE+V4TinZ/PrphE1mXWV/abbKDCqAjDxbqVKAFIPv99HOZalZAnIEXVUBgcZBsFL/RCduZmE1SPm4ecidlDNjDPOwrb8Xt9VXViR6zT3l+Yf1ll0Oftu/0AMR4vD+nx2R6JmyOO/EuVNQaoRztDDg8P/03MnN+dg6BOrEccJcwDwDQnOJ0P60onzLZiSahmgLp57fBgjqipdWYAZN/K09YIxl1DKe0GRmJt4FHh5COMgVooqkMX002jNa1+BosishfK/KdkzxiWfsYFOGtGi0bZMGu6TNM32bfpj7ixLQMQGliXAizOazhi3oikqCJ/Z4uIqdaO6txLpODQYhEn6wIMCyYoVQGcUhnUBoZVRxuMiECplTUaFcnOZWChqsBdH0qQXS3iGcBaCz7/8kmj7FeztboEQNaHp1FZVSwLw6qFNKXO7AVXYRohRehdyWAXS4vzPgfZOsaMzh2NAGnd+kzvpfwsFM7bMFTEHRCvmldrQWsN+67X0YmxrGpfbdsOLtm2OM7uCLqQg08UMiGCuT6NASlK5eCTgj0VzN7Lo51kQEFz8VLx+pnzF0WRKn+m9a8/G2Tzxicizegi3/xRuXcbes6zfHi0n8/dl875uz6kz1aQ2TLERseRbJLp1DpQiai4ervRpP8AwmYZaueH4kpfhb/lHKVjoItWf1WbDZDW0Pau/EFF0/w//uQj/ODTT/H1l1/hfDrjzZuPcT6fNa3LgBJiSunzMpfD+VZhBzxbUQgRHkeefgbbsLcABmb1D4rcKE+xVd79K3+w+0IHCoH8g2lPmSJz5x+kqYNt3yHRr6nTk+JmXgAqupEmF1A9Q6MGVJl5tkdxJeHRWY6a0rDPFFmVsR3G+YA05DF9ZgC4vZVOEjz/HTaT98MLCsD7P6Z7DlrJ57txqj+jd3czDzYdUyqOBUn2t78nxaPdPkTIuVc/y23G9GuZwbXg4dU9SmW8f/+oaY+WNlxqhWDKjG/8TVvON75T+7TR2rYCWw/059dZ0h+CVwJcxNHW+i7HdwCPdGC8EyI8KqNfyIJ1DK+fdxA4eOKGyNEZpwCkAjEU3e1Q9C11gEzZ8wkNEyw3TvM9vA0QHNrt38UcFxcSHCdKaqsTagsQvDd+k5eGlJKQkSk4lsnOD4iWC3Ruo7QaKddRhxRVClmwcuqcKmBl1nTnU19K0GVgtF15VgqjGYPOcH0m042ICWSTUA0w0XBba1uEqoLCaPRrtWyl7WJY1/fJ9R46I3oqdZem4aWBwhxH2PgUZtt9Uh4aLvoSXBh3d3dYTye01nC5XHG5POHp/QXv373Xz54uuDvd4bScUAqhlIJt20ClYKnaXk1JaihUNf8bE6HN8hrOpjV1BCquY8xWOcj7xfP1XbY0HNsnsYGd1n/EYmmaEwmfq8Zxa9kjYjR83IjDWatlDBkWHukVCXmOk7cVM682p1aFvNq//ukf/in+X6fzM9n+Phwe3SjioZomuyANF/VQ4Xjv2e+31T+e74ymeW8LHVEigITNZwt7DSP3BjyaR16gMpdNBuMRz5vrNsXlGQTLIKa3N75LgEdEpEHMWZvG/zhMRF/w867xbPrU3PnlZJ6Q/i2++N2AGnK4Zj5zSuV8Lqexmgpff00uJjnc5dlaSKkf/Tnk7ZsLqbfNxy1AH3tvB81jsU+Gy80y4J0Vn+j9tAzsGE5wrUBxsXBpJ58dh24IzWxlZuc4RPffvK/cfkSzDX4vP8fTV+GyZrtrCiT/7d2cvMMVxlj0T36fqcvswqiI+Q/hYFg0kXbLswgFwcwGyOIx0vUiiKif4yya1zAAMnCoEBRrx/QX3RmO5yZhClPKyKYLA8JGbt0Vy6hFkgOuT+9W2lurk039FiwB5okTWWl0A3HWVf9dHMDwiTkE3aJ/uDjvisuvVvpTkWdIrMP6Ak9thDyGjcea4c/2u1n7NfVK56tv8DN7Rorq/6joJoJRBNI0vW9ZKk6nE0SGplrZJkOpBctKuDxdQR6lwQAxY6kVd6cCGR3Xp103CAkHnhwHwHo4ETA9TmYfi4F3ZDwtSnxPZqcF4EszfTkETCS+F1EwyvtXZhdq1I8RYxfbgKPQkXqr3gd6tzXSds490ipsSPhmlkp771PFkw5fpCx6I31NKoaWevZLBMRg6vqR+k05Rmy4c1bTfHWde0lxHuZOMrtiLhqX0yFZwGXbrvV0SjK5fmYO/JaO8LvcXnE7M605AMIWmkDRSPbozXpvMubf5ywFRo7I9t+Cuiwqd5ZCTwBo8RSiAuERvIvDCu/86A9+H3/9V3+Nr778Gut6xvl8h+16BRtfk9tfvqHj9mGs9beGWTaaXMZMWMjLMVolVd/Ydznzdetwn9nJCPjebEdF5V3xpevcBhsCFAWuPE30cnlSoJqU/c4L4uhUYNAgwCrkgdieyBoSGki+RTaJk57frqsehmftsNC8acuQCryPe7JtcgaOr+tTuYobGrOP3a48AD/+3Hnb+MODEETpUvgwXjje5zB/zSJMVAzaojkmEx+YqyWl/07b7fhI16/+SKdfIUtNXpYV69KwYwcE2Pcd9ETgpc77paq4+goWyZds7FuwjPzHu5lm/4TnJr5WS/z7JcVzsOW/4/GtwaMxBGREl6A5kH6EIpofwEGifOiES87aLeeEXTudQJ1MM8qJnneEKYgZJpkEMMmoK7HbaCfxe9h7hBxl4Z35cHbNN5i0H4L7oF3HZCkW4Wx61QqEcvR/Q6Dkzn1Auu+yz/7IEVVDtDqYg04eiy6klThaH6hccTqf0awkreIQL/Gm+PvOlCyYMotKc1DjZQzdqZoOtaZ5EUEB7BsHNNru97/9Lq1ffm4AdBPdC4Wl5TrVICylYjmdME4rlnXB3d0Zp/UJ79++w+P7R1yerjifHnF/94BXD/eoUvDu/SPO5xNOd2fUpUAGYdubcjf1DnHFczP5plI1ibBGe/obgMnp4YuV9wnJjYKaf7FZ5du2A8SJqwoQYct3tcoqzmsCBNeVckNVbdMYpnzEKsNMOUeSHQeQcrhvHnv/+c3UzN/NcQhXxlT2vrjHYk8z4iYbM/keh/H2vOvUV27+zGsQc5n5ud7zhsz7R8NiXXaJOHhrsfil1QsIPebhs/m+h10ZWxwE08kYGfg28IgGoYsSZOTdxDzdvC9fnAc0nQtAdRFogqtk/eiDEAscvL2+fswrxC4pZoaPDGQYsHBY+F5aB28+O4wv8Cwd7aXD3w+eYnX7bZrj2qTD4gSPNFSVoHPQy7fKUGC/2s4uWSQg2VZ37vtYA8kg4CxH+OYxmq3V9rptFzJHBie5PE7ROR7p3xkEyOdSkoUc/h2bOt4S10UU/5lzMmQFRzkRwf3rB9y/vsfj28eXX/J38CBMQmx3pTNhdo40yhSm4+Ye/tspKCRdQ1DnmO23G721hro/4Hqe2lX5GdWGpVUjqmi5r+XgFeC6Vi9wB98BJ2+bp8sNnvrG7Swm43vw9lmxgaUwUIDRtDLasmhKkm5maZTTsE00topQXhG1CLQyky9xFI9DsYgFrcarnVOKgroymrYp0pn0BiJDU59FjD9TB3ItFNVi1fbqkN2caNLNndE7ms05gfG2CXB/XvB0Gdgum0Z8FeN/EgPrgLANyfqzNzGQK61vrBtqhRm1EqS1qNrqdopy1cwNs1klS6+vS7Gy0TTTLARoA8C+W4VXG39LE6nVicstW4BUm3Nh4xwhI93u9t508GVdDoV0ItTFdIfxm3o7nJKEfJKkw+/RB4IMPpZVmXxdfm7omPTv4fLh4+7jgAk0Up1j4/NJbP44OBXcYDhWZfu+HL6G+MYvaMLWBEsvTmvmiA3ReY+8ga2yMqPYhTwrwZ+jv92GqbXAKw76BjgPBldzwrHEs8kqIH/88cd4ev+En//8l3j71Vusywnrab1pN2xcvcfzekUHkfG/NdrSbCar/EaVgWUBUQNZ/ms3IKnUEjouOb/TVz3YNn7YJM7EQOFfWluLKldCx2Dgen3C6bwqfxEpii1526DT4QkhZTmF3AyDueFG83M3jg9CnGzJ29sfHWTL2cTc+bg9iGBhoXa5pB+E3RH3PrRv9q34tU4CnqhrjgDStPPyBrF2sT7T/TVfuMIn9SZ7uym9frZpD4aWBXmIoJBGehITzuczSq1KpN473r9/xMPrh9gwYAgclRaY398lFXuRKVuk/ybRzQnXUc/kOLohL+g3w2GWbPgyH7AXv+n4jmlrnh7zHIDRth4/Ky9UlsroXx7MQ4RSVOx64TnWycepj7inqFYKxRTXiJNLy8G2nz5ZIpnqSVmGsBBeeOR88AvHAe2+mVAu0MLqvO1D0IkxyPO5CTJILciuC+TYFZVkQ5JbF4AkyueKaLqaRmTZBDFh9JKzzsszRwGmyOeknn2uyPMYBEKDhzyqcaUgRyENhx5DUiWM2SG92zO1pM8BwJsEt2nsJSmIdN4gUpmARuRwLainRXcFxKqeWLh8a7vt4AN3d2fcne9wd77D23dv0a384ldffYH3j+9xPp/w9quvUJaK+1f3ePX6FR5ePeB8OmPfN41KIq+yUFGILGI0LwguRAvGuAZ4pMbgsHLXQ2PeY3fwwwflsRha8a6U6YR51QYf44HUt9ny4Ql6hKF0FND8UAWX0uFkxDk99ft4eNSN76A9U6ZpHrvBTIfFycGMCagcb4BYKwNYcf1ysKBcLtzQsXNl6pMMTMWYONALWNRhnwao5SEIEA69P5a6RajwCP44TuEDZA/xdz1EjN4MPnMuYOHny82/v0EHIunfvJiTi40aU9rPfp8JIhH5e0oy+BDvHn1OabzSEXokPT4s9tuT6RuM92QDxprNOmcHsdrVthsYi65k3iSJa5MFNu/noLEDLMSgSCKzPiHnCiRV/DA9LgnE9ByivH1ueiBk+/YlfbGLzyXJtEdGzrGBKAFwdq4OHYWbNZ/MKPE1JgxPi/Ui5XxS0lCXlWFNmvdhC0cZqQKq7vIzOgR/+i/+MZbTin/z//4fXxrB38nDR7HD7Fkk0l1M8OdmtOMni/hIn7P9VEwnNkqfQyNYKuncb82ifEgjfh6Nx3U1LqFDVkWfxNVEKo7rSdeM3ThnKptaM47SyxVYihxAoi5G8l3MsbYfr5rGRXBeGc1S1Uph1KWg1oKn9092jlIWkIdemdyOBnBp+r7uGNeKuhC4zzkqou1erUpruyjHSq0Fy1LC9RMRLNUdEYS9023zzMGztTLu7het2FS0QplHBYuRVXvJ6NEHGrQ6k69fhQwMQ9d0YaMJaEYOXsvB51HfEYDsFlmToqNAA2JcQWB1OjQSS69trWnxgNEj6tvfq9aqlYJA2NuObduNQFvBowp//1nMBlAwj5q2d2+aqugcWW6LulM3xsC+NRQmCEuSY+3v65bkOkel63JyAGgE+n5uD1OfciZJTrMp42Mfz5AZSeTRn0Sz/bB73/LberO6zDkMKFH8EE2x9OAMoe9H2hqA6eO4fXTzGTB1zoycTynrmP05sz/cbkzLDbntlTSY+2UQjcCz8YnNNzGfgoqm2BFQ1gWFCa3t+OwHn+Jy3fD5r77AZdvxX/23/w22y8UA4TRAPvgH7amNIl+zbJY3GZOSwF9sdKBtNuFUu7osFecSSkaDGOG39y/xqvaNT9aXDsGNUPqz5ufV82lN15HwXNPJDS2PqBmQoVXEdZ2XaPdcUFO7D7bSjWC/aGwdbcGIcBnZJnb7RzNrFMn1BtysXpQ//0D/xBk073lzieMTMFnktPEOsOq5Gz9Gh3SGKFKSVY8LYjo+SG3tLPt0qFzbe1ddvq7gZQFdN+xPT7juDet10+JMtQKFwDRire427iSaojlCQQlAPFNew3n4oCV7OOjmL+eb1L9v58W3O74jeMQmjPN4CUSKg+avD511AI3sXkO67Y7P6z1aJztk7qwdnD1rXgAodq4v2kITiT0oSYJGOMFyQnXlBVlKlF4y5v3d6HZnw+S/UAFDBVSjPjQiR9CtSpAALBjoGL1pqfuFcC2r8jpZREkfA9IHem9hnCjYFMMfQIHqGi1v2XtXujARYBC8mhlZBNDAUDLpXFHJ5m9OzZn5lgKgQyNeVCGpLrYddDOKcsoOx2S1rrMdKV10dde9NTWY1nXFYmF8be/gqtxPre2IxiyqEDYDv87r2XJ6G4iUPrS1HeeHO/C6oLWBbdvQ9l3Tz0rB3f0Zr1+/ApFO7O1yxfv3Fzw+vcf96wdcHi/4/Jef4/PPv8Cr16/w6aef4OH+Xic4RTDgPG6dJtbY+2L7wjkVs1QKvS5W8vPFyJTDkZ399BwfW/jfA+5sHyMBUz777bMCxJv3BUFDy+klmniY4/ebqJj/8gdzMoDopm8PRov3xXHXDCK5YvvN4bMNUdrYOTS6dJClSExDXF09Zg5nPKLnaP5da0FhrQo4uu6S605x0V3p4WH86sGpjsngk/4unpv/7L3dyNAFdFjagMvxM7V9E9ZLwSnmTD1zIX0WqxMGmN64axkCk7Njk55XW9PrxXvZq0jEhXIMVYh7+Rhan8ZaY6DXjVEU+ow6ZDgpIQWhuu9mExHqsmhZ4pfYW+F63xsTbz7/TYDv63i7p7OZV0PfBuFnYBSlHAk3scJSobl7GOOZW8AMGsdNkuOhxiRZx3vkz4F764XZkFOkyYhVXU7zUgJR0DMqfcgwkv4CEQbRMA5DgRhIREwWep/Sd+nILyepz/8+HjHOUAfUi9YAx3Q1AC/qaKRz80FQR6dWS/NiXYsf3ytnUNsV8CFSjqHVNvDbFfjszZyyIlo4aGuaXueNYAaWynh4fcK+N7x9u2uBIQJkmelwhfXaiJ5J4IfzIAVgC0/NAoABK+6HWgZALQoAjA6MJhjcwQa3aaEWGK+Q+WKsktbajk8/eYNlXbBtGx7fX/D4tKF1YLENy95npBWb7tkugtevV9OhabxEsF03Leg4gDevFjxYuXDAbU+zAwprn9j1tc6qp70r2zYTgZZFy0IzK6xMZiva+x78hiQUVAlF2BwndU6WtaJt7yAATktVYlYAUnQztbeuNglS2iJubGdRW1TvCwgDCxXURW2d3ruCQqQV9cYQtL5DhoI657NWq+q9o48BFgpezt6suAHNPoooWwGYm2640axSJcb3UqrqFD/GGNibtvN6NX4oUuCzJFXOpCTxtwexpV6O2be3PlroaDsn61jnO8pz08Gv7DZ/X7QXkQF5NxG9mh5FN+eafW87WArw5CIyEuBRtkWyTUpu0yZbAjZ/lnXB6bxiXevk1xotxpprQW8d7989otYzynnFYOD+kwf0ClwuV/z7//Bv8a/+9X+Nx/fv8PbtBa9ffwwiLRCxnu/R945az2huMxO0VDkT+tjR+m4VRW980t5BBviO1s22nimYz/v129j3+RBEVA6pH6Gs/aYQDf08nVa1bdzpdCItn7jNhRLhpx7WTD+PxRScTRCI7VRkZTJ94uOqI5HON8En/21bFbfLdLbl3EDI4IC/j8/7MAjTdbNzERy5MSlnX+dodGarCoF8eWLFdBMrZceEbc2MUgpomO6ZFupRGZifDwi4aISc6riEMUBtssLKbXe5XBSYj9cuQRsixelDZtT5DILRLBjfjLgFsA/zbsyAmWI8dw4g2ttDyDcGBd9JXO341uBRsOfLUbEcjTqEk/RtJ4/b4RMMmmTPeoI7VdMkig3xADicnBlwAXUHx5WaEzH7/7x9ucy6mFAW1nAfLsUcCDXuhWBEzQBBd2sUEGTjLQFmms80rLXM3lEYcjTHEO3f3vcgZVMB0S08Job4VqELgAAgq/gmWk7Zd3/yeIwxgOaTRgDp6K2hQ5FstslF1pMDUOMegAzCaAWDd7Dx5Qhgu+C2UyUK/ugjlWvGCbgKM3hhNChgM7aGy+gaymdIvLyUtoipQ9Q5NLkaMxqNAIzese0dfQju7s94erqAtiu4VNRScVpPQNEQaQ8brFxQasHDm1d4ePUao3+GUgmPj+/xxRdf4osvvsQvf/ErtL3hT/7kj3Be7zR9DMCyKvmlhsHXKV94bszP1A2frN9s8D97fyAtxDNX3GVXyIzAvDi7Q3zgv3En/hg1GK22flaUO5X6xJxDE2V/2Zn+bR/OsTWNEyBAI3sXBxucFJJSSHHEMfo1CVA2v9qeo3/UWjSizuSRwFjWisJF56H9OLhRiqtZ7c9SEETtMqwUOgCGE6fq81tvB+XOs5Eg0rSI4YuhtdFTSn33rljfaDsp7k2UZCcDb9FXluaRFDF55ZwBcC3abw7iWDtVxiawgwxSPhu4m3/HOpDjjvIYMsQJKmEcToCRfev9Riet0tKH7bzzfJbbNTdA3i2QdrueafUdAzOc0XfCPdaWmxdyewr0bI5Og9sX8WOnECF2mJyo29/Tx2/iUs8sCF1kmF6MHv/Q4fqqj34EB0tBJcKQro54MvpENMEq0svt8cyeWpv61NYs33B56RBbN3Vc8/VTexLhG0Cx390j2fsQaMAxMCOH/PPsgOZrcpe8BB4puK0XuIgQ4VBZDDKj5JmAewL6BiA73xW4X7SKV1lsvAsBBfjq/RPGBlwfddpF5JSXbK/ToSdACxENiwaxc504u1aL/hjA5TKfPwTY9oHRr1Gyfj1NQucxRCurkQJSMH/M9QOJVhIrVQ32da0YMnAx/p66LjjJHtE012GgyDpt1DxmMgQLM7gqwTQb0z3XgiGCxyclvyaQ2UkSOrrUCuo9ACQRoHUt3e1AbiSmsKZKhayYb8m+qd8t0ujZQSjLa1wer0DfsCxq/7DlHIrZesF3AxUW6QJBR2s7BII2OroR9pAAryz1ovUObt0i2xVs082yASa1oddF8w63TYmx6lIhULu3DeBUVWdwrUq+TZPovEM3MCoVMA20LmgW1URtzDQ746Ny2Wm7VeqrGjXkfbPvFgCBeNXwtwvsek9py5MPR90Tpl3yYR1kNVHEfhSXsDF8zL4PR44G0iVcprN5cx6bbak6vhg1hU5m91su10etzFgK6rJgXRfzTQYYAyzqQ3RbD5gZsj2hLIwKAcuANI3IU7BSydW8kA1oASC4PF5w93CPH/zwhzidzvjFz36OX/3qc/zHv/xL/PD3fg+ffvYptkvTtNtlwejd5tTLHU+27oYQmeIggqWomf841NkvpaoPYFyv02GxyJHb9IJsZMR36Ryzn0C6OUmdQBMBgojgdL4zrEWOwFHYJDhwu33gRRHGZIA1/t4JFMpmhftoRECyv+YN0/rj5HXxTphhfMluOQA/Mdd8UZp6yH18173aPIbsm10u8z0oPdf/OLTnaKf4tt/IoJH7AEwAu54k0Gjhd976QG47ua3qRPSTH1jtx7v7O9zdnXG9vLMrO8Zg0GB4tDnRiDnFFqE5erG1bUTk1Nz8//XG0LQ/j57qIaPkN9BH3xo8IkPjKDr/hifnKEvHRqdz47d9psCPLpKaVjUi5WgqLEIBHdPYslPiwgeNWuoy+Xwggn1vupgxoXJVJ0JUGenOPgPSpyMU7Z+GVgZ9/KHe/un0wJTMiN1sd9Ii3SBPBAu9EwiW13cYXzWM4gI1MKSAFmBlxug1EM6BgWKKe2s7FPEnLFWHU6OP1IDvhlJ6tMtAx77BIhyyMM3IAZiSjHYPsbznb5KQGycmjY1PRhIHggYEJQEasxnhKCIZMzqwln9uYaGtQ0jTyVZmdRaZQbFHixgDQIEyXyBEBG1vGo0F4PHtE2opGm306gFv377Dvu34+qu3ABFO5/OsQqHCCyQA8kPHISqAJMCHFzvpA/3mjv3tOY6gE7zaF+xcPgKtNMdVK86Y4nH+guSJ5OiY6a/Rrxn33/4RoFDqpgCSyFO5DLyF7nSdTit63zVto0A5McTQeMxcYBCMK2rKo/P5OEdFloMaQOo8iu0mRDRlOBCqc5rVFi4iEIvciwhIJ+BmfxcjQw9gEbHoAWlNhv9bMLxsEnyNnc54PmbEIEWo7DHSxHixysvRafbEeI7YOIQi9QamNSRf9dI9BYK971jKMu8uDhypEURjPNM+Ydy7MWR3949yxCoZ0BILcjLAHKT94OH9Jb577vN+ElK3fnyzlwCrFw/vNxt3ErEKc4j+1Kl6BGrId26jI1KHGKLE5CXVtd2zCMI836a/ypkwrMRoeq5Hbs21PWQrPK1krIQ8+VopE3gKUyH1tvftM+PiN7B0vudHgfIdDczoBa+65tq8QSN+6OZnpHN8I/lZj9m0m6mp07ZJQd7oXR1s90l6nzdx0KfAeGjMZ+mWVoUBrCvhtBL2NtRRF2DrUJ7VBpwXjukoEPCiPDiXy4bmwBJP/2iYbagglbZlDL3nR681eqfWYoCKJvuJGNBi13ChsA1EBK1t2Da3S0SronWeHUW+pswiFzrFB9DpOC9ch0DFfYjYzrPq5958I8EiNwpbv1rEHjN4DIvKVgBqbx1k8ZuuiogZS2GMS9NqcTbFhsBAXeU9gnRzVqZGXZZVyz13GDclWfiXgIvbjA1tHwdfS53JHtQHHszMRlTdWse+7Wi7VTED0JtWkIPckHFDU+VaA0A9qpzpnqivTybRU0XokAwBLRR+q5g8DA3WUpDSQFBvRyGNqnOO4G59dr3qPU6rPWZYH5pq4zKbQhZlBftcN3bG0QemubT5mudHTRNwH8fl6APJS3+nh9RVN8PJNyah5ciHRV5Q2hyCyvbo6sTWcY1MBwgCjP3Jf/oJRu9gZrx+8xp/8Ic/wugNNAhioFQmaJ/zx+1S96XEJ6HpOF1blqVidNU1hAKuC85393j1+iO8f7riP/313+DNmzdYX73G/n4DQVBpwXbdsJ5PwQnqkSS+JLp/659JkP4ZkDBszCwKjgurcDnaPScNjjZzXs8IeCmaeQq65e8i9JB2vGaV1GUx/9vtSJqKPX4GsoDmjaZnB7P5yAg748MnW5te9FVsssQ9vI2mvEWgf9TURW5j2jWFEHlgnndq93GONlUTare0tsMj78nfBeldxYM1cnBCAktSt0cVSPuAya1/gVdSfinD6oAHmA2F5Bdq9LVGEc3VWrAuq2YUGd2LFlrSaFP1W9KzCAqqJd2HMTf5PetBxSLbbzKHNvCGaQz6+Tj0z3c7vht4RNMg9s9y5+Vz83ELHB3vmwx9c2qLzxtBVEnqo2tlg9atXKk7WSYgJGqghNBpmxyYjN1KN+6T0h/2XLbvNM1WY1hv01l87mrKlBnwNpnJENNZ7lz7p/WGWgoIYrn5OgGku5OoYfvuoJKjnWTRJzDlSrCIJENIoYZYzE9ChFJKl7RCpVEzveOoaAATRDHRQsTMwJtb2GYsmRNBqQ8dXHNTlo2nKJuxnossdoHvYocxZgDN6ILKqW+H5kQXK9fZR9c+MivGCYCJxYcYE1yUWBwjKkX8zqp8h23bOa/RslRcLspd1HoH77pTGX5MBlmO0jyV5w2vS9a70x2lw6/DnYhSFEoyUG5Pts5z/e/pgw4QzSGw/jTA7rbtgban9kwVm3++f8ewXGp1ECj0dB87mDVcXqv/uTF+w7EGIMZOdMeTF1aANeuYkFh311XRUxjAudw9Qs4B11f6mfr2FnaaAPGIkrSrOeR26t8JGh20EkJOptWg7dTVxkRxCpLu9ltfmcdAh5KdM1IywAqZdobvrmYw3fWVX3gEEnJL50H5eYfPEW31krsHozKGTA0X+dAiaGOq/WYXHdo9p3V+xw8ds7Xe37NP9Bb87NyYSTfPfX7ePDf/NSt6UBgP7viHIRA38j7j410SQOPzOq6bf4QM+ZoWZg8ZB5Ovden58R7WIRpN5TpyPoJM7n0T6Faj6Pk0x8Nfx/TXN0GWv8tHhQIy+e1K+vHtkNvAEkrnws9z9Wdj51LgUz9k7cY+fcnGgdjmNgAMBYLGAISBu3sfa9Oe5rh3FpxW1Z1EA804s5pmH0FohBypPgPIyKXH2IMvKa95hVL2gflGpxOwnqraBESxG4see4ZTRgfUCTUd0LYd23Uz/aptL1xU5vsw3hyvhEuTI8M20bSTKPzA6ozjANaFD5EbvXetskNaZa1AHQTfMHCd7hFLAwPdWJU7dC3gSGdmlNrRmighugBLJawro+0edT7HcQxB2zvG2NCvGworJ5K0DjKnf1mrRpTC0qehzhRZpVySgrYP7FtH75q2dn4gXC9XtN7Rdo0G8rTC7dosskbgDlXr1p+2HvQ+Nwyzvxrpe9D19sBNIrGsaBttmaEB5d8aGsW062NxIuXyIjhdgl53PqssLosKmW6wKrgUwCoholTdF9cm5OyBOb9KQaQUus5MuP+Lc+zX8V7+XRw6BNYyye1L9nICj/QcARPj8viIbd81OnpoutoQ0Yg0Uj/kfD7bHHREcliwTFrPoxdVy+lHutZodTa2Fk39JTywrKuSvD82jN7x6vUrLKcV/+5//p/x+edfYbm7B5O2dVhWhvsz/rRp35pVR3NcNX1+xNrnDcjteLHYU9wo/+0X0FEobjZXVOEyDisgQaPTW0/p+2IhiQMR8jcRhHiWl3Ofz4iXszaVOegfAo+STRGTj9J7cLou26Q+eWItscmawTM3Ig/PF4RyM/vUM/kgM2vCRy2igYaFsPr9fWfjRoccu1vMHk/tjr+P7/yi9UHHP8MnOJIhJVnQ5y9LhWcLjaGoNgMasW9+irdXK2X7G4+kB51S5v/P3b/02rZkaYLQN8xszrX3Ofe6+w0P98yMyEwik6KHqhFCiRCoVEohpJKAVoFo8Kf4ATSqQQ/RgUYhBK1sUIUgW4WqpKQKZZAZER4P9/s4Z++1ptkYNMbDhs21zrnnRmXGPbem+7l777XmtGmPYePx2XhMwBPWh4XPwGnR5GMuSWn9E2/0B14/MOdRmi8bYPCV08sNpA9vGTfg41qU9yXrAyLvQULSWAzcKWQlEz1JbDGh0+NUXt2hFVsW8hMDWSaSSJMowhVlS0xcIBEGoQvh2gfFhAc6TgWUI2RtLTVsQ0+zGaYsFxMYnuUv+b/GySthnk4NC9FYXGyTVmfMeDm9hTFmKugH7hIg67JRELEnonamuBKQvmcJHoiN5Scwk9kIZqLWSfsz/NDvtOmP/Cteslo3HWnsvL2L0voQJE4GBjMq6bq4ERcMO29ae3Hmf9EZmV8SachW7x1UCy6XCy5PFxzHQB8dr6+v2LaG/bIbv5cA8B7NrwJFK60TpTVH/v7cCMX3HlKIkveZP0rxncTRse4HAqmLuSWtTTi6tZEYSCg3Bjot92QvpdW4/5wuHqrhlaAZHdqQgVo2BdFM8IpVz9MlojAQHl0z6bkBPRhpvpyW0weY+2t6LildZm8w/9jXxJNMRoiiCctHsnx6MTrERLEHcjnSrKcE6TlIlBQhYNLF+YVxUmFCPQwyIEIjnS58zxpbyoSKuSKnCVg/WO+h3M8HLWRlh/IzZiSekk3O8LqcgDs/OhUZiTmcymKMgxDeSBkEXj1mJm/3eXt0LXs5PZP1Dfh70pplvRTnVSRfJwv/SIpBjDuBlZx45d2hDwTnQ7Dcjo/h3NfJKXJvlWemni7tisn2wh8AAo2Il1O5/4Zci2y037PHEad7gBPd5nbspppu9DxC7km0nCdh0mD2XPJky2MATxsFgDKGgg9+PlcLhReKsAIdowOjCmot2JqOalgC4lb9WQn9HqZnlRR2lMfnuYe8z4ZJhBdUCRq3MBcC6lbMQ0KJM1fDhsCqqDJK4puaZ84OEU0XcY9PMUBJPOOx9886SvussFnbPMQgkIUnE0DzwIKZcbupvlpriYpwpWgS8jHGtA/tbYX0XvXmGdM9DUBrujeENem0j1X1Yiv9LGPmiWKOA+fatCqWeMGTyF1ZAVGvwnGw5rAyEE6GeoHymGEZPh23mwLb1fVdEhQW1CYoraDyiApoOV2Lri2HYRRGostz5vjc6dRt3yEGXIp658UZcqJ1T9NS2nRS8HBJEYCLHvDr/Ew6jCYEGi7XZ2L5uMdkHmMCVec9m7qynH/8qJfbHpiyLMYcwJF9HvOue6PXgk2qJjq3jdB7xxdfvMG2NbTWsG0bai0YJfF0cuh42i3FNnlW203JmOBRUV7GwpbIvmH0EQVtLs9PeP7Zl/jZn/4MX//2a+yXHT//xe+h1IpxGKoHmaJWkj6MfMgKwPU9YZTqB5KroFOgeSR7OP5zv8CPVJ1oaL5Y7JBL5by2oXlpNPdtJIkO5m3vSiUSQp3A5JGrgerPSCLQrENhCpJkI5lRY/fY5gm+LCZAUr/iPam9PE/JDtXNSNPVNBStU3upiw6wUH5PnguaD0Y3lzWy/0gaKnJhm/xC7du96mFyh3zmnb48jHB+NtuSkC2FCoYMq3SpPLy1zfi0xDL5Pp08UGVd9or3ozgSTWkSZEKYoYxJF9TpSod4fwO16pPBI2ZW+qDJaFTpy5CQE4sYsk4YhwI9hQooneQTzzCeaMcSfQ5wDHgaLAUYHbVVZfY8wDwT7I1DXSXbppM/rOyovkOlDEdJPlVU3S2TeUyQh2Se2gbiN/epCDT21r6vxZXuNBb7jawksgSh30sMsYZVwSsatlKKMmWeyr/HFDsYJ6VY1Q6OmFwiAlUtbe2ggUs4B3dy0lzN5G7JbScUH/1xD5Ww03yAMRaa94rGSucwmyD8RS3Wj6sZ00pXc36I1NBWBLbMebe+RIy7DPU0Ild4lOlotgwbAwGamo/m7N/xJkJtDV6qttSK7U3D5fmCUg4c7w7cbjdARBN7RwiU2BrPtfR8HpQnS6YCNF+60sF9+JtSUeyPmGpJSqvdQ5QKBUzBrC6UShMRt+vcxEPW4m02d8WirM0ijHl0IzM+/LwuB3+lOL36usx5daOWRUCSQgZqCW8eXc+5j0OOuilAaT3mm9e+iILUXp7Wc6FFFTRr3GldqxTqxw5WqZcHYwgvgBiggoALh5cje5xHFuz5PQXBc1lsrzlvOAGCVMqidUvknpFFIXLDKJ5eBLD1Yen36Tzk+zRnVyxckJ+ejbVxfkIyAfuiSWMlGEcKT0v85z48yr+Xub+yzpOV6EXmOfB+PpnyttZw31AI4DrY7NOqZ0jwqpC3bny6wez9MOWFsmJ5ekYAO8GK1qcikufdOun06RLwDB4vRh6vY9T9F/4lqU/3MzRpSuBJQ5a0Cln/NP2AiLDtO958+Rbvv32Hn/qV9LwQw9lvzFdos5/+d0FM2ZwnpNAb023dO8JTfpC/QObhuQNOxRx6awOaAM8XLdXOwjj6wEGCowPctSRx8X1SACmC4wAOYi1yQZYIG5OtWBpItGbASSlWYcZOgRvCK8UNfgCLd71AQ+uOPhNnS1eEqpWCbd8wBuPl3THlvT87OEIAPBTG8/6GIV2mXunrQicNW3KujShGgNiFEAVj9suOy5MdQIyB3gdu4wAPWjxLi1nHgopSh4IP9nLPfeHeyLUOVLORCsGSompybcnyWnSxKwm2vZhXulcdVqWh9xFJwtum+YoAQiHVdY7jhtH1ZXGYMna0i6APRjUkkUjX9ujTGaEIxXwUUu8pZsbxajp4NfqNw1g1uJYxGJ0uofZ2efXALprf6GQb6VrS/CesdCPmaSRW+S/2QPMwzKlzJZaIo2vC97ALrc1h+2zwBI4iGmDRs+7p+ke9Eu9wfcX1PULKKShzb4D0UPP5+QLgstgUY3TNT1UVONrMFiu1xL7X1+k7huWMLDnHUsiZpLXb/vD8XNu+A6CovlcdGa8Vf+/v/V38i//i/4O//M1f4suff4VSCo5xQ211Yh7kodIKEmnJdAUHNFefyiwPcXO13XV+7d1MRrxMZhBbElx3OjOln+lLEQPM/GuKcY7OyUZL8jRsgdz0lP3idsSi6OF+oyzPpvbCO8gjU0yvc8HjMZ+OvIoAcmoj9SmUHAcT3CvL/xWKkFpHYx000e4YVXiuNqT3Ouq7VLyd+l7od2lPTwVqtp+jB2wizZvoNF8iGvZpfJbynIa9lfrgv1vEz9YqaFi1yjFCV21lM6XAwXQEP/Rk2bpHi8nWkx5nb8zg6OyFPLzjAZF+7/XJ4NHtqhuwtYKIv/CTbt11ywCYoeXFh54CDdYy66gNtRRI1TZ8n2VwZM0tlMZFTgTrFcLGlBDCFLZuTLrRNGxBCsPiV7X6S3gTnTazejjV2Q1fzbgmOg6cTjy8z+JK/EcWSDS/iRBhQKZ7tC0xY8DLqUJEXZrHAFsiaMCTSpYwOAM8SqSbjWqdM9+zUzCL5QoatnG33U4FzN3RGa+Yaiui1aMmauu7M62NqMISa+2gVN7A9qOEi7l6VTg44IAIoKfYRaoZ5eqyWM31VY13ZzLO7DP9JEYP4OnpCdfrK0AKJBEVHLcDry8vEBFs+45a9WSyCKumzRIMUHL3E1AkxtiDaeS/z2jcPdlELG6IUzcaxUWreX9gxOcR2sOaGyuE+9IJxP0FhGZfdmMiHlddIFaOWUDg+/3xmVzaq8kKHeiZ/6YHkSfWroUg4mBNMZk/4/FnNUJT7lEAOjNofXt4dyWBs6wqkYFE3rafamt4pwNO+bSbiUBdq4ysNHyiF99j0D1W8l5yeVpNuWNVQEpq567HwaZ8H8HogUKhnnMsob844ODGmnqF6nse6SkfvFK/CO66Pvk4RRjv5EOZJt3gWzT/ok+oyEqVXk5XKNBQjTLaweSgERKaxIAmJC+heKsyMec1P0O0QunL2sZkTsXG6TAbVHEQsMxVbiW/Yd2xU74mXmHz7t5XdzqS763QtiTWNu4JGTcVVzLauROJBi6J8zHSTHVC6r0ilkNHv5fJtwkgC9L61d//NZ6/eMb//T/+Z/cL+RO7zly1YQWPVMrqdVKZAUwdaogCPq468NBQnjdPplPz1K+rx8k9UEvMhsGbN4Rtq2oEkiqut9bx9Xcd3IHDdamiIFErwAHguAI8RAsDVMDyJUc+JUB1Q1fSj9sR4933CaqPAdyuPkgsue+ZPTdTd04Voe1t27DtwDi6eUsJqA/zbi8xZtUzKpj0sFFlriaUBmCgyixhL6fFoiKac4NFCxdZuJZYHguWGjybANUlLffmmy92NDu4iPeokoWtVWhJkwm8+F5TAAfYLVk5SDTXEQCxA4UxNKE0C9DKQH2qeHp+smqHjD403AgQ8DEBlG4JqIkI5amZrutTpiflbauQnfH6cgWPETl/hC1BdQV2zXGMy/OGtmn1rG3bcH29otUGog4OIIjQjVY8iTeZvohhuZaSHun0OWR6LUV0iqlkhJTgnaankRAiXxTbpoqcR2aLuF0c2nfoxPp5a/oelhTGmZ+3vUsyk95P7dvIR9bcYz/WFfrR1IhVV3E5Y4Ni+N/qbUgEvFxvAOkhcLNkZCxi3oieZxLJ62GaIjl3LZHmLa3mMR82ll2TRSmY1baCtu24vn8PIsKbt29ApEVxru/e45e//rv4k3/5r3B9/4L+egVXZT7bvivYbR4yInYQT27bpMM9k1mhA9LMWUlWOEhvUz1hObwDMD2EbNCrwP/geojNhz7jihTi3W5zx81Jz5vtT3e6UgrYcsECyC6jullpUwGBc9tGnGmDue1JAKgl2MD1zbsQvuQyGutZrW8eNufz5PcZKhuHmFqMg+10PINq7vlOklwwQ59xL7eyOLcsdqk1mAvz+j10Bo9Ouv06SktBI26zO4/K/Er8tQCA2+2mXnltQxkN/ei4Hbc4DKmtzpzDZqNHwa+TrF76JRKRMT/o+oG3+/WDw9Z+yBWnBWyxephutQBiM0lC3rxc+ENDzD/LIIVvsGQ8u9Kfle4wBK1fbIbk2fiwJyezIA9dQ7T/scsrVnH2K16UX39DGp99wQQM7mCLIw5mYt4zngiVmQOx7H1Y2I5uwnFji1kn23BkyL7vW2Xw276Bu1V1g7o3t9YsvMYy/nettgFMAAhhtNmURJZ4j2n3xZ9Mz6tSMTQ0UCyhuKL6ivT7CVyelzzX2ZXZPjAwidCKK1iuMDhtmNGYPsd53gH0roKwtWqG4MCwXA3VciGpQsuq3JDlV/JpoPs2pzE1+/8hBvT4muqGCtV7unP6nvMD3PhQ46BUtLInYTkWvloLKajgBqjRZgVBipfFTYm4P1zL/ke/tGrgWmUuLve0s3XzCiG1NIh0yylGJrNOpz6T3djPpDTAhb3/M5ApYtYRQuVOOOV/tapBz9Nln+An3xuO3tWjr1WQV0Yk5QVsWqhT9Xl5zoCWXwIoIJS/o8kz/O/pUf2Y79JdzH682N8e7zu7fX/vlQdEyp/cCMvjOnsESWioa1vTgyut69282Jg5n/L5l+t85cMAn4972TCNHcBpKwEnRnPTSCP14Bhexc/41wfmjTDpaXmrAFhCxB4p5UkRyW0EgLTy3uW9vg+sMkh+9JMve06bnqfcVBlEG4bJJraQminL/fEPK3Q/tctNjyB3qH7v+YZcH7zxDIfJVxjJMqs15yiCd6/AXuzMw/h/Y/W0cCr2nDV+iA8AFwvZEFHvFLFchF88q3zofSYg3jYFqZ4vgFdJQ+pvacD+tOF2HAp+7A2Xi6b/fn294eVq+6GaF4sZ9ts2S6f7ctcKvLn46Btu1wMiFr5VCuRgfPXzt5AhuF6v6DdLTNoHQJy2m8GiA3YYNKv6ekgWBOEx46qixDxZHiNLDF2rVqHth95YiFedCG7XCV7f31A29T7Sg1OtEicA3rzdsZWC58sFVIqVtI8Uv1HRzMvU33rH7ZVNt5vz7zbaGB0iLXQxTTisrV2etby0H9wqaCd4/+69PuyVc2tFqxWlVnSZyIfqpVqVsw/16LlaiCJZBbtta8q/AWyXDb/Ym+ZCug0cN82RVPddQ/xMf1d52LWyHgMwjdrHxWzg6ACuN01IPWwvVbhHFgIIVdpSYhxjhvS4h1AGgEpdogJ13WSCTIGj++e2p9w5YbACR7st/c3oLQWy/E3ttX+jV1TzBRCat+ih9DBQ6RzS73bA89MFnl8TcA82wvXokWurFA2zZMuJpKAfh15QqKC1gsM8eNxDJnv4QDjsFioF276bbADq1lDrBvVi6rgdWuH2D//wD/BXf/U7/Pavf4t+PfDFl1+iVsLgrjl0qYZtChJN5l2SoS+aK6k2c8EEQDQMWCwRZrfkoCOkPoeQsn8nfWRYdncvEVgrUDetYPvN70BvnoB+A8YB7jeM3vHFl28x0euki3MmSFn64GtVQ377s6SWfzeqFCCQVM88L8or/TGiYimXUmyxD9wF1HIN4x0pvI0GICm7n1jJSM/pclZi3a4sc100gfXMhfV4J1GMH4B6LBsI6BXs9FiSk43ttyp45PHYGTt48Bab6hSSnJkJ7nUnDz8DqaOCFzbgUXHwYTl2byBLuiawMGMhWx8JwMu95cIr1gHZWBP9F9knEt1kG14//uG61A8Gj9yp764UYaz8WdG8/9wFqPOIaYzZ4Itm+pdM9D4xbuAl4w4wZC4h2ja7qhgkTs+2oQiWb8eUiWKGh5520wNJYd+diRuAJPQzKnL5aARTOQ9qSzOW9uHoNwCW3LUwqqiRS2XgQMXBHQ4I6TvZEjmr8qEuinPeFa03JdTy2cziKWRxxLMDVAht21CIVBgAYBmgomNSADiXO8wJ08lCgsy1sTw437eNw8wW+scpz86kDx4CkL4fhcAgrfaDSXe+afIGLiYMgrBimZQJLQzeV0A8x0GbIYAQbLXh8nRBH9OzS91zxTbxA6Ait0yr0Xf+O88J95sK2FYtAaitlQjGOALE8nUfzJHc0gG1oKMgdQc9HzA9moa9G6BKyzk2fbZHBEjRE8HP0WCbhi9s7/iJGlAjbIwC0NM8EwTmMgGTzGDtEgGWDC5uVRkdZ7dUPSnV3z2JK4Ssgo7eV6HrKwJL1HmgFvOeK9O7UXNLCDKzCWDpPP9mhE9jmpb5eDhf9twHJvP+blr+OmFOgQB88HLQxAF+BWdo9h0UnohYZlWvtXmaIR0+FusjkVZZ0uWc+bsSpes7KoDxSFyaHAqFevK5M9A2230k9RDCXCCoLbs8Cz5ea37S7lzrCZzPsMxVofG589/15MrGQcrj+I52HshxWblxHntIwQTclUIYgywpfUFrzRQkYJQRbtaLbEYB0Ujdn/M5LPxQQTVT4Cqn02pncB+Zwp/YZarKoh5YDQC1K+xLvs29sNwvkzzdyKXULmBRHe40nuZua/N5Dy1xZ4Hr+4GjDU10baKkFcJl23CMA9wFe1OgYN+B2hTAH2NE9SoR1TEuT09WKUkPJJ6edzw9XSCih1mAoGke0cgb494Z4dBeJm2PDnzxsyftb1eD1cQ5+tHxZ3/6l7g8P0FKQ31qIfOOd+/RPSk3ACIGS2hEyos62xhMyS9NDW3RAzDY2NgPRs2M9LACZgkQisi93SV0t1II26VamDCr37DzLQG++/aG7bni9vIK98ZQ0GTgONRVXBh4tSpu207QnN1q2DYRtKFGYW0bBBIHjH10HIeGF+0bWaqHpuEhUBlzHAPvvrthHHpIVmuDe3SysOWMGuhdAbhcOa3buimIxehHhzCj9oExOOXP0vmtDaACtE0AqK7leZr6gFYGNo823xzMBtAcCpZ2CdELZ+9Es8JaMQ+4UtVzqJBWC/Q5z04TRcX2IhtEUhgaJl27idD9cwP/3D/+VbQvz1pd3uZP99kjH+a/7ctDsuBGqH3uIZZDBLAqap43FgwcnSGwHLNmZxxHBzPjF199qWtse2OwJYavBCp6iOnVOdXLekMrmx5wQ0NJxQBLEfUOV5CHQFTBQ/D68oL9cgEgeP+dhi23bcNXX32Fd19/jd//u38XzMC//Jd/guN6wxdffgEZ5qBgfEbtM1bPWCEUs0e3qiBrSFeLYfSE9ToYUkCiNSXQIVAAJIwtn8jJOF0+f1BXEsvlK6BzomcogK2xxTT1h0f2jElvkoEirG31PgWE9T2Yjdu34naNobIyENWm/KoFoJaETeoDj7UP0X2e428NsxpW7nY+EklS0FLOkKh3pxi6zjww88GuetBs0555MNM+DZSArRmyrOl1ZsU3u/kj+kZ2UpnAoZ8+rg8SBJf9ohiD82gq2FvTTMLM6Ncbat10mmXSoh46EtxkFzC4X9GanqQw92kPQvcLoHrZ9ADUXeY6pO41xv/if/Yf4I/+wR/if/O//Y8+PNDT9engUSaYuOYJqt7iBrIp4SKgUlGrGVtpodwbxV36dViECOTP0L/GToAkeUIgKfi28f3kxOPPXRhmoyvnaGBbvFI8tC2hn2mcDpjNqUgbEat7msfgV2j5WGHGkK6lFkvqgz1TtVYp+NANMSgnfLDhsZ5oOUDkSecKCkoRiHj4kiwnXT5LnttFr5RjyLwxMhhUyRIIVzt9I6sEAuWPYM+s4SAiTJlhS19dIGKoPCXT23kKw7zRBlhTG5qboCsvsBwIhCIlTs/cWsxutgp3wPguq0Ho2jELqKacDN6JzHBF+9i2TRkSPMeSKY/AzPXja+FzEaYU4Ig4AIwzikPurZFYu4UwFTtp6ayeFeEiG955rlEuxLe0HRtQbI6csdD8d2cmE82Y4/mm9Ps0VJ15zXd/ntcMHTMFPf4mOLCw3FsK4qgXuidHZ2CrqDRzQ6DMMFARQinOeAuY1WtS8npYW3pKmmO1S+xlzatm/MYZjrOUJHcpfeeAechrvWHSt32fPUFmlyh+/+AJgyJls1Lk+evJTbCcbDxaCzhJOl/UFmKDp1ewC0ciTUpLmdemME2ik8Itd2Mhvx9zv815WD+gfAoQ+1X3U2ynWJR7FQ2AJSb0oFH/3/QQ8PmuVd3HdYuqLHs0dSFXiiqzOncZOMrD93n8lD1pixX0QRYaMj3jQpd80DOqBTSmN1LcH7KPwqMvE8ZUULJKaLK2FPUlyOxVJr1MnVuZmIOwLKdDov8GXPkoQtU9+yeAdMAzBRTSsLQkHUL391l3r4tgCZj6rK+xz+3dFKbnxpiV3krIC/2ytYLL0xvwG+C4HuCuQMD1VXDZ9YS+NlWePUT9uB04DvVi3vYdRITr9ab5BCF4+7YhEoFav7gB16vMw/lqJ8OioVnX16vK/mGJsktBqxVH77gdgrYr0BJFSKjgtm04bkcY/9VC11yOOr2OoX1XDx8CpNrB4Jiqqfh8Ti+GCPcRoO0KOslxoNuhFIFAQthai/AIZi3W0Y+B47D9KF5IgQysYhx9Akd9AK2qvnPcGK0VbNsOkIbr9a6HcFQG3n75FrsntSL1dDp6x+iieR6LA12mA1YFo1iL0KI15YQsDD4GRhG83hS8ITJgJgFIKBp+WCwnEYuAe7f5Mq/+YXLR6ErBJEEf6oHl+YOeLpbPCMB+0ZyavTPevR8aLlnViHnVKDzs5jnn3kklOUpoKg2gbSonuucvOulYoat9j3wLzivTXBHM3/37q/XNPysElA+0/bd5uZezdy7rHRGdIbr/m+X2GaLVzagKSrXk8ORe2/rccRu4HQdEBE+Xi97XanyvCeE1R+rgitpm1MIjtUL3glZDvF2vFo41c9yqflTQh3q7HO9f8Xt/8Pfw9bff4f133+E3f/EX+If/6I/w/rtv8fzlF6BWUboCoJ6cftsbWilqUZA86IVPzkmZzDmPsh6uPf9wG+fDZwEgCgbryYGkd2lakBnOlZ55WECCJuFH2zYmdeNBXu2ln3JqX8SEgLukfvzQfH1+vodB4bG16C1kLwr00txVBycsoACFQaJ5ryjmEMCdE4t3HKbP6t/aLZMvSafMpy6tbQpe327AvqNsTZO09wNl27WawQNbTMw7boYvegL2EBBTtyoF9PQWlQ8N+2VldLVpdAEPxu12w9GvKFTDu9SHpbwngyOE0a+qt4rMlDU2LBbCYIlw5LBdXB6RArQNG7ayf3xtT9cng0eU8kaEvZpAGf17dUUXG4wL5azniiGdnnPHTzbINB8p0DKcvkFi0VaTgZBjcs2tzROmMoDzBs7Kl4FYRLib9FBczQhd95cYwKGnGTlHDyXCBcRwL/fQoaylxyZyYRRjo6TQwyrL8VRKQG5oFJSiqqcK6dN5Bk2FwE+YNVKsLCzDDZN5snuaYTfApcTG83vcwPUTZrLwOcVB0nhj3t0jy7yQLMU1pYRr8Y5QemUunMg8HrI/SQQyhp6sV7JYZZnz7N1NTIuACMth0yBcSRamMFAIPNeGbLSO0kueK30XFTt5X5aY5rQawOiMyytO6M8Sxpw/7LnnxGkkayDedi6/mK7VCDtfJuwT+CBDYi9FqOEykM/zyqBIzL0AKABjoKCal6GGJjIzbtcbtn1TfuENibZDRl+Lf9aJP4jReKwtbHkNHAp6+BDgFgs66RFADnWPRoPp5/GS5YkxeRU9te/OvFm5BQUtr31RqSTOi41gZghY4rkruUf7AucfelOA9SZIV0Wc0m9JwbG/V78f+69WHli5Ez3+GfpUUkiDxs/v9XcYM8irISatc2/WURhn4uBq6WkHMkvkHogv5bTGS5ua5y3nSVq+d4XlNIK7dmjydf+7gLTQglk7PpuxzH6IMGdFp61UPfVL3zmoLGlPPKL1HN7n40N8kifD5XcChlzhchrw+TB6/xy9IP+mF2HmOsrpUFyP1qqx64EoMGfW1clqH0YeUt9eYh4PHmKTRFjIibS5RIDDPX+aFQbxz3sHGVCDrVqYM2O8Hnh50VCzp+eCrSqANIbgJgzuerzUe4/cjb0P0wFZQZq0pEUA7ADVgua5VJTJoh8D11cdfW1A2yrqpuHlGkYGHDdFNzyHESqhbhVtOzR0qbpXDxuPFA2raYRK1bx9BNfesVueD/VGkuk6IhKyxedHPRc4PDY6JgMUrIcSbnRrUxIAmRdOIRTTATx8E+iDQQa+CAsUfxPUqsUX2FxiNPF3xaU1bLVMLxAqVgVO++g5RfLe23YNp9aQ6abeXreB26GoYj+A2206MWxGa9WqmbXmVUzn2NS2ImiKStOJfd5S6N4w4EftgUmPwmzVp/TvwUDbtcnd6NnzbHWLiMnrIgxwhR1m634Y5oqfwzUjlM1/rupo9NnPY8cx71E5u94/ZP5Oqe3P4VpA+CQrPPyGAAs/U/rnwRDu6oBiskPXeQKhHn1Ra4lE1U5fCk7WoLXr9YoLbfEet1UGDxxd0ADNCyYcufCKKRRu/MJ1IxFs247SGqR3/PKrn6MI47vvvsOf/9mf4vf+zq8htxsgOzSFgRrOVLUNLw+y6ki0/u62j5eKrHUqN4F6f2R1F5lFrrD5BE1wJ/EEHpoPl8KpYjGOUpv2sxBANeYz2j4ze2pzPC6HY7xJCxAbEwnUKD8rXtZfyYpN+t3oiI8baNu08vFU0uZGO4vzsN9tZxUCoUFy8HYeX+4vPHdr5kEWQZNepVNXIFE9HHOOTO92nv9oVddPKQ3fgCHXqWxuiQDUCvJD6IgvluhX3bYZrswdfthWzu8TIPIIh+5GCw/yVcr4ht8/nV1oiUD61OuTwaNSfINavxPTOXsczf0xN1VWd5ecIZh+Pc6MAhFzEOXBoMJgTATnJ6Eeq+4/JfqgfZ0Z29e9vCq6hKX5s7Yvlqk/LxoRWMYy1oUPLZcbua4Y24wQEkKIRag7iOJtFiKtrAbb2EILITlBzuG4ojJDQ0JAYgpwIIcZ+CYC3BWvBANCbF6tyGG3EKMIhbu5K/2uLPh7EUoLhVudYBoY0T/Y8HyDOVOwORNmSBWoeWRgFExbsNPtWfHM30PWhACjJw+lSReUgRykUIFTHiyfXxdsd0nL3JBf2teW2V1yPcEgfJ5O4TsEq0gIC+HjIEk7F4y5Xq4Hf57Jce4PS1ib9mcM0x76oz/4B3j3+oK//N1f4/O5koKaBJsa4gqu8tCyq6VWjKHu9E9PTxo+mQAyglX5C7k+vTX8EhemggUUX9xXE09zfvZhXoApfPPfcKZfJj/wfgbw5EKdVr5xflG8/wTOOF+UgGjjHkp0kHnlBJCnUPR2XI+YK2MQC63UuiooUyi6DIgnRQ8HHsm1lcdmnibx+ZwzSt+ss7PmSZq8apUN67vzPlvUh7RIHqISCm4oEjPcN7iSdyGV9Pb36nwTHJj3TXxe76z7UMG0WvL3FioT8sC+FjfSOBGZzNOqST/2NQOeN8AfOQNFyxgefxUTGAaV/SJOj3L/mIqi+3wcP8XLAaM8Es8K0dLni8j1z9JPz/ciME8mJZnYAyJKDkkl08887USOlLCfntza1y7I8jZAOIANM8FyLagVeH1Ve4oHwKRhblRJvWYKAUNDXKY3p+bKkYOxX8rcs8Zvto1QWo37FcRS4PzdTdGtjYBq4TUROiCaANoPuwcQyeJ1X4oVCtJJqVU9G4eIgk9UIJ3RmcF9oBbN3cIE9WiuaaqMUNWjD5Hf0S+nZV89scp1DZYuQTw3JMwYxwwxtU1XCqFt1XTMAyDXdQ0oYUGpHVurCZQxo8P1O9OfNNyoRoj3cdO8ecM89zX8tGJ/qmilgYVwO4aCVkXX0ukGtl4epVENhCk159NRHS8pLCjVvMqZtdpdsh2yaHPvodHVG4zFckOZzVUMUK3ulGF92cwrCWRhbvZMTaGQnhuKyA+B5ztFUuYKX+K5hNHPjBO4FuYfZT+NfKz7OYSs5UtDz9P+LgVFNH2Gh6blUOXg8yaDNPwMsfdKKdiL6loexuyEoPLQ8h+NgT4USOasvxRCEQrv7Uo0AdGQWCpUlkMUshxklx3vfvc1vnj7FmN0/OY3f4E/+9d/ir/3R/8Ax3GDV5hWxz4rmAJMeRPdpSS8lhmb/9xr8Q6cAVavGJn/gsDTV95y3YDwLCkWudPQe8fx8orWzDtqUc49nE5cYQCIUPYdGB0yxky5sITEdQQjAwGpmIA2bf3wMXkuSCY7vDbJ5TpGVq5OQptEwP2wkDCf4HSjC/qYWpobMBuxkcMUcw4mEwYiTYRFFZTp8RZ6hc2PO2DA1p+hzIBKRYTzO3Pw9TrZVzEMwvRxEajdIe5QoTc4z9DXm7cdl0jl4ukcaqsorQLXG/rRbdkYnlJeHW2SrZEUAjEPLs70RZgOCwA8CXkOpRZK7Xzi9engEXlWejPgT9p0Pj3Jl6ROni8yNSAbI+nB081ki3JKqB0CjEzfNSNYchuzdKkLNeHs4iXRd8qNnjrlSrpWcmjW/JlBwBZxPvQoFERsjLE3jAiKH4GEkm/ePHd8zJgsdE6KJUngtJO1basqYDG5YaMGGIWY/wjXEvWsYpl3wKohoJDFCafqW6yCgEzoaELsuUZsIQ/TiETseQ13XfuiWwPpp29GBYNEKLwohACRAcZAK01LAxeBeMI2TmtUCjLAKqSIc8UKbPo/Hz9Fz4xmiYCCACEdtHwE3EQLNI2rCOewmFxNaF6CD8/YWVn4KwEa7mRKct4CJCWSXMfcwqGTM4UmjQgCkZyfSuKEg0hsfr1Bwr/3x/8ERz8+O/BIkNF1N5QRXkTL3SacHEgOZc752gLUrOCRiNGzrY8aNF4bW/vinG1+MkFb5Nvm7R+8CtEyLn1GFZ4J9/j3M7bEkzLHJfpcRkEiyEvmTQa1zRxjZQU7Ke2GYoF3wXNOiSEDODpdXtrXW3TeEEoB+QmO/TeTa1Ifff7WYXpbiLaWdwN3Atd7ELtD3Mgs8TidF2lZyrnH4wubMzJPn/CstT1HzogT4hPyJyWPLABkGD83nldK1cp6CZhau+Y8Bqlq57nvFJVCAKOzImDSnCTzIEHnI6+LPqC8W0DqNRqnhI+JmdJaLB6yLvtCAZwfOQHPrUgx1wRCrQ1vvnyL99++e/jOn8KlKaP18lmp6acn+3XdPevngP5tRyS4YIbA+XL488smcd1bZvUpn34HWjz5drF/I78QgtvQ/AqjD/NCUgPSPU9ut47jCmytYLf8PhsRmIZV3nUyVMPwdgWIGFn9ASm4ISwYnqcBhFY1B8m2a/KY2mZ1HA2bOTQfj0+kaKhMP1grkR368uPQcLdt11AtBzO6iOVr4bC1Xq4HIEDdgG2zNAAMjOuwcH1BxdyLul66oh6+7J4AAtKEwgRIVC5SRjZY9RfGmDLG2m21xjKyqTcCWP4joLVh60DAmKDU7Xag9jIT3Ffla7WpF9nrS1fAz8ZaCqOWpiFHpeD15YbbrWMwY3vT8P7rm9LupiFg+6aAYT9mjs3lMgKMKrtQPZcJlgdJ7ynmfe7srJsX0r4ZGCnKczyBerVKfiAAx+QbDOCyK+31wbjd9Jkh2maQhW8k++c6Ax9zLkJXNJ2egPD2LdD94xi970X3HGzQkFPmCSr5Xv2IyP9bu6auQ0vOI/e2iINmwaLbRoVj0xUV3C3oo5uYULlXS128jNyALe6uZvcWq2zKorn5tKKg5YB0vTp0WgBSVMIzheeEtabPUAEzY3+64M2bt3jz9C3+6q9/i9s334KZ0ax0nkZh2PjCY9zFDs2UD2E0LbN3996VydrnLvdUcQRgVc7I7g900u4tzQhLKwjU/YInAO9f3uP1t1/j7a8bSPZJcACC4lwXMACkvnnG+OYbdRO8WMnNMbQfVIDxAuxfWD8dCCJz+XS92eyuIGC211XbSCZcOFYHIUhk6eScIlkW0404uz9vRklzJMv4FFF290SZ7aZcxSKwQ1GKvzXEGMku8PdVCHeVOdWK09j31JrtE3alJ/YDlakjzvYZYxn2ag8ok7U3F/telJZFSnhXatU1weCB0QcKLHzU32dNoUz7OV7htExK1x7RBdHQ/2FFMGCHMX7fD7l+gOdRjcTBOn43ns4xh6umovltxIwNLEI0lF++D7mKpGrObKDuz6qskJ1cuJeRYN82eFLc85WNGGduZwmnOpERKWflXl3sCqlXA5FqNgoY0OKSemay2Rh6dBmJx3w66h45ithcism8jMzomhXp9C3q6WjMFII4lRKGcAENBpWxeFgGN7Y5ZhMSg4c9hzhWYRbUALBcOdJ1dk+lxWwQnwurPGeulpp8n5bNJ6RgkFZ0ORTvEVUKCknwCt1g2nihilJ3CDScgplBnlw1mA3N/voa2Py6F5LDVNRn8lbf/J6AHfY8pbVSyLNOunKm4fRjjNC9qagAQp6930EnRP80fGoqmfnU0k8dxtA+llKVuZHmAWnFTF9L/q5VSHRP+Kkax7ol4Wh5l4QIgmFlTEust8pPAqJ8OWIeP8dwkbTEk2Z8za3/ISqc95RVaXKhxTyiQiGAWGPgvJWzAjG/d5xogkZJCclv8++CHuzk2unM+BSFEoPEWgVuSs++YOIRNL/1ZNTTwyGBYd6uPwzfF+dBYRWADy7vo+9XEAI4X/gvTmDYiW8+bNf6EepI1jHy5Tc86CpZHjXdh+yNn9aWkhxZD0oCqBGbe5tXajRPoE8gcpzuGK0pi6BU7W4V+5L+G3OI6U7v5YMrZmJ4AaVHLK8KFSt/bV4NqV/kkJ8D5TDaIEKKLAn+GqECsVgwPrDO3UlfSn2iqeTZOtytttHK9PgzWrYv4/QOvqeBN1+8xb/3P/+n+I//d//H+8X+iV3upeCz7MBRtYI/hYD3L5O0E4UEWJRWCBWaX9WXrRU7JHdbQO4NZADBD112OGkNVSvM0FLAWIqeimYlct+A/VIwDsatA+NgSBHsb54ipKWQJ19W2mwVuGEa9sG/PLRJRtAudwEXQts3bBuZ/Nyx7xtabWDRvCheyEgElk9QJ2YM4OgzNKpVYBNAjQZoSJ3l3fHLt3Pbgf3SNE8lVGeVTXCMQ9Nh3FSGbpsm++mH5hPySsIudwaZp0utmqza1myMgX6dhlAcEKV1FNH8iEefIVrbpvYh2yGe60FjAK+vVxTzDmtbwbZbom5o0RJh1rxBWyowQASWjkJPoYtuGwGd0W8HnnZ97+VSsF92HdMY0FUEWtsWOeSJs49D7HutwObXMFc5lckGLmV82WjViVwNKx3387Pmq3x54UiwDvG5UE2qVmCz8Lbj0LlX4Mtu58iLrHyHV+8jf2eAR7YXtDry6m2UrwHNweTv8Ps+J+0p9KUk3f3gdPFSETt4N/nI8HmyKn2WN9ZzEbkc0SpnOnlThCiTqdW8lqiaxx5BCqGgzVBTAKMPDO7TdiE2GaZ98JcRBH0w8PU3+OJnP0fvNxQi/PrXv8If/v0/xJ/8V/9f/PXvfov/7n/vj/HcLvDKAppMW1emVS0YxAKMzmiby660agEEpUl8SAFAHNjlrOyL0vKAGmrRcn0GmIjNQXna57sWwCUtpDdJ2kdhnsCBf2e6jdu6yYK1nyZRiIyJAmakA5bMnkrxAt9zTiKf0oNxSvKoPqOyAfjQVKlHqmrgicLzpYaONTEBxjh4wwQfcdhBh/UtV1jO7YUmRo/m64dd62FvngaZP91OlPsjVt07TSMLb4zb8Gp/So9T1zZ9yOzrbKP6uxVrM+cENnnK0+HBbeQfatd9es4jUxblB7A/oqJosleeAAARDIuZnwaMGf2W2MnfB6fFM4JpBtYarysGaNx1IgwWf5fSo/3tqLblvcntToPbvWZghoMvHq2bJbpiFbzs+fNJjGASvOpG7sUzvSZCgSI1BMjQeD0158n0T8pfNvIUCBnoCEkeHXD3URUIiKqMbIqWRH4RCtf0WrFcDniwiIIPYFQCWimoVZWc23EFMawqXEFnAR8KbEVFqtHNaNBB+XyJwHLwWN9EUEUs275YpydTHtxRuU6mtxjq/hGpx5FATTLLSRKntXbiPuKlrGBTUXR4yFDGXqCu375GQhqn/XpFbfuyBn4C6a6jR++oRcuYUlOPodY0X8MYAzxScvTTRT6YUlBY52yICm/F+1QAT3DX9i5E42sxmcRwmjOhrSeT5lLg7qlJMEYls88sXGQN1dK+ZSMztikBVAitNZRCuL7eUBss6aM+W1uNZyjtF/ce8fdNAZz6gPR9KGT2mTHvpd3TGBxgJUwQiUo1L0Cgmveg9AEUtgolnoB0WEUQivcDiKonmpjf9gTRQ4Hlwj4ANXpg5H/KesyBxvyRZE8oA+8w+0Hpf/dtaRsfcvd3t2TCDPmBAIVXTyv9WBlm0PCix+kaFC4hk7y8dSmaB8UB/pBLMk/SXSEI/m7vmq7SqTsfmljvfO530PbczyizVLca5Zr4s7RiOSJM0hGB7oSE62/aVy0yYXNCBRCtJEjGZxaXlx9wheQlYEnsSQq/E2nIipgiXIhQmDDMQ0KrOilPqoVQ9xagg7B+d5hb90/1OqvtwASRnG+NVJ2JMZW2A2qgeujb3oDbaTqmwTWTGXubx7EatE5xg4EygLrr/ceAGTNKDk+7tqV5bXSPeW68UoDaGiAdTdjsLMF3372od4sA3K0/VU9S31v42RdfbAA87EBpdtu2yRsBgAe4d1xfbxABWpWgE1Rg3zf8/Kuv8Be/+euwrTzEqpB5DjWAhpZ3zzYXoHuhd9ie1u3AI7Z68AIHwLdW0Z4ajtebhasxWlWPi+tNwZTaNBmvABgspgcM06l0tWsZqJWw74LL044RzMJliobSNSL0nXHcDhBp5Sg/jNbKeTp3Hj5/64IOra4GUpCtENDHwHFootWykQJsxXgpNDfgGAPcDxxHh4geXokA371XGqmFQdThOTm98IgIaxXRWky3Bm43wetVPYJa21CKgg6lKX0Vm/vRlS77SPTf9e+cA5jIK6gVHL1HhT4y4Mcrrbne99QA7ITv3knkKvJQzVLUMQNQWmmbFoXyvfB6c509TIBgyV7pjTABYLa9SQBan95GJyvmR780FKbAM+zr4YHKUgc9BzP4dqDXoaGMbcNGG0QaQFpJb/SO6iAoM/pQecRcwTyw7bvpKOrxANi7LCyO+T1aexOyn3kAhyfzlXAscJ1khvGbXk6rzlNqw+39C7bLBs2fxPjizY4//Ad/gD/5kz/B7/7sz1D/zq+xPz0b82Pw6KCyWXvNQj0HvvdytDEDItmhIkACXr8LpkMrUYwB7Fb12GU9dF/X1tQjhpNu5e/QX7R9j+W0CngsVgrIvwtkFxPUInteJey9XmTjHDxQy0X7IIyJEjbdDAHeAIGYApHDTZkv6Xs7p01qSp64ond2Srm/2BizLHPg9oA/zzHWmHEPVXRgj4Cj31SHLKcq4ZZkUJgj7cDHrokLIOwP5+PKz3SM7ijgzgo54sXHQoVAW0UZvk8YhwFmnsS+1qIhavbOs1afvQtdyOcoirjnb3B9Mng0hiG/dy+aRsEEc6bB+aFrGg1AADQ+efb9RAfdiHOA6DFgA0NZoxc0W9fTzpgtaNytKfuB/ukm9+cr+Qk0G0jti+SGpBtjes86B/ZVuMZ9YD7EzRRzrrurJGOEZCVRi5RAUMUY3LxdUrPulUUA6e9s1cjmJlIlnitZRTVCqR5ioYnaGAO1buGVki8iPdFUN8CVNALvY1vrwVMjhgoZKcXDPJd1KukelQ+E3geuzJDBaJcdIq/Wr6beS0fHMRgyBmrbUbeG0hqGCIrVABZpcSIJ0qpwJALeGmhwxHn7BA07fvU+qDuvz9vqPRF5BgotawoypNuYWWYOIgil23eDVkibwmFAgpcWUpBH+SzpXjAaJXiunvG9CoqI5W4wbZBFIAVo1KbQwgQYPf8VC0O6zcvneMW8EYCKwgXbtilTNQWbhydKVGBVy4GbMlMrqidvOPM54xEh+xd3aUQbd4zYwcVFn2CASYtIiCbz9vCSR5xCDFAIWnEBa8ezmS2LgxWJj2jeggnWQ+4pJPfbRJ3SVvTr0wRM1onidfEfvUGLdiTX9UBWEA/c9dAmpiQlx1Km2UkSAuwgyKwmEUJm7b8wlBfYe33Olvkw3h9/O0jpP91DbxHCplRlYW6KUSi/6bP7pbDBpz4TwSpkpjF4HxycSY/PX6biYG+zb1zewgwFSuPV989y1ZpQVLzkUV4kfTuIqnIpV3ooLZZYKHPBlO9F1HOKNDxCZo9ApaGIWYrC8PrX8gA6fASu/9QuNzx9JFkhC73ePC6saFMYognTwZekYMiw77M3UmGAZHpc+NWPdVcsWkexim8MSJ99aRXYd4Aq4XowiDiM+0paHev15abJjJuSxGvX9/IAXl6nGiAbsD0Tnp6UH99uR3xXKpmNMROZikCT5roHylDgofcbrtcD23bF85tn/OxnX+KLL54wBuN6PXA7RD1OCHhu5vUjCODlHNft9kwxby23dQSqk/Q+Z2rftGpa21tUDBuswP6bt290nntHt/1DlkR7e/NkIJvqZJfLjtYqbrcDw7it5+Mjq4DrFatqLRqSN9VZPD151eI5P7URdhLl/QYIlFo1vxMzjps28NQITM5PBSBBl44bH+AulgdNQn46z1KQUb3C+gBwHKgVePP2ogeH15tWdBuCzub1Y8bm5XIBEbTi3ruuIWqCSGLtgJ/Tq4M7dsarnkN7xe9+d8X7V2UVhaZt3Ifum1qBvSK83fYdEaLn4W/B5mWCVC6/iq+7qK3rBVr7tItN21B68swBlhJxgR9WzvnjXx5eViz0ppClwRA/wK6hH2nkQ1meHRA7dAeIFO1zGg1wqNa7Abux7wccrltrHi6dJR4D3cArB2PdZosD2zLlmxvFRIS273j95huN1rrsuDxvuL2+gsfAf/u/84/x53/65yit4vd/9SuzISqKoYVs6TeiZDtgigJNvSl0nBPzWJipnP6dAJkPXdwBsZQoiw1soHw18OiclNsBGLJ3W6TCdtnx8v4FT62hXC7KpDsD+0U3zLi5ITLlP0GNpOrumyaHyRKne54nH6crDHWzv6fbnq4wgWoDtnrvnfToCuPxe6Zqyd/k03DSkdz+Jrdxkz1mcyaY6/5IV9Quub7zaZfbh+L9OLU1MlDkOnvCT/L9pTVcWHDrh+qopNyYjScXIqvy7WtirURRAgpd2G1SsvQz2Wb5t+Z5FCqODfTD7zkv5sdpxRmzJANV3+bKLGH6+/siJkMDc8PoYtDsLtyAMSZjbbqh4d1yJZqtsplbYyU2hvZUPKGWxSUCouFIaTLiBC5NwPfNgU+Elvyz6mqJsAK1zjcHkWfQTcWYloVldUW2do9+BUvFftnRmp3mgcNzaJgBW7SMgu5/qEHVhVHMrbjAPSgIiCz1Nv+srtwd3aokENrW0I+OwQN0Y/W0aUCHoMFcXW1z6cmzYJQCOrp6K9UyBY0hwK5QSuFk7whgeQrAA8R2gs6EMTSWtdAMT/NS9T7GqUVMIeQJWZURaIIzLo5kG30Slk3vZT4J/rz+dFdf5nw/Zl4RDPNeSGTvx540m5+/OCErM1QkG2HkGumF4kmFUKkFLXoIgUOlnlcCZe3fwsZPsvNzubgzUAo2Kqik8feA9dP3sn1Aab6iQiNgysvpxAhIe9vnvAIy7mSMtsMgqgsTduDIldczMDBvTO86MYuS1hRQUNsxLmd/Sm9Th8jtO3CkpxeryX1HWnmooY88XvGlpXyLs+fzeNwqAyWlyD/L4ZH37yMQGsGqrlmTOVddds3+FO1c5vvC23SRMfO9yyQlRUAccKEk+B9MLuV2lr7ND4yTx/jznN8Px0PTptD3U1rV48SbmeILj2UxAWYUzLFHqJ0bEyBIgxoKhkwoBGanBiJg9nDAjyt+pIgdeJgVFvJk6hbe+twTU65T0kFCefiJX5naHRji9HkR3FVwyr8z9NAXMsEoNQZnWwNqcxwa1RSJiKOoxakf0TdVKWIZQApYNU759NSRBrerGd5AVM3yRpt52Hqev30nbBtZaWIdiYeR1VbMq1I74LJKRBXgWglPT+oW9fryYs8V7PuGWgteX6/4xVe/wHEcePfuPYRv5gkxoyGOPg+tvIKRekfYuA048oOGO5YkCqIcvUMAPF92HEdHPw71iEPHftnD4OYxk6KKeYx6JcZSXU9Q1IK2DbfbDdRdN9AqcOgHXl6u+PZbRq0S60ik7as3kPNt5YnbtqHaXnaPW0/7MJ0vCU/PGlbYx9C2unsbWnJwz3lZCW+4Y4glMy+keZqMe5Wixo5Ij/yZvkXfPGv4mMjA7coGEGr71xvWpO2Yv5eSEmIbTW57Rdsb6uuY7Nn42xjmZdZSiBwBx61H6obwRitzH0Ty+MQ3Be7RpXTie8lDPwnAbntrDPtOpgdsOOtbJ9n26OfAtbKe67w+/C7I97LEvZr3liMMevABwQC2DVXMk578YM48dllQn6ysT63TtrE2q+VGcuUsH8YO98CPNCfKQ8i89bLXkctXB8Rq2/RgggrKViDXVzAzfvXrX+Lr3/0W7779Fvu+4e0XX2J/eoPWGrrRvNqA3hfKE4ZFoK6TOX8PXcDzzUr0Te9NWduT6QAi4M0Ofn1vuJQBLQyIFNQ3X4BuY0YEOMrJA9I7hCfw5YxgeuV739L7QvdC6o+Nr9gmcUFRm37mp/1JX4p2LVdq5EryqxRn7LibvJNuezeH88a7W8LW+ZAOkHT70MHyc8utHlac9fdJpx9Lq/DoypEI9kHMWaQ78DcQQJg6mDtveUqYUguwb9ggEbUCkBUP6Cjbpjoo+WGy2NqbbiV+CAMrPsOudhmdSeixP+T6QWFrqyt+2gx311mDnsaD3H8aBJvRt2UBF4JfOgUPrpp9k/t+hRLqhGabSvzE05NDS/SFvF/ePryC16nzee+dZmAKtQfEJ/e/ajlKPT4Ui8GlUjUMigoG6Vmj8iIHVCoIXtZVhVPhruVVzcgV8ROdgX4cWn616NKrJ5JYous0YTRzMDF7dQ1NrOXGaOwHIFzNyZLYTTtRd4mDg9QBqXqCECVuyUMsxBgQg9nipk2Yq4Hn9kLyFuN5gq7vUfCNxTyJSKxKCAB2ECh8KVNbeSVmRT6nsxCwnBKkJdp0JqW0455J0JMdSh5fwooSI40FApJieVAww2KQwmFoMj+nqSUZIZEaYC7kMZUDBzBh/aHoPQUaresxEAns7Y5MEmHUPTQzfrzL0Xif+dy/wRw51rK3mM/rsAoyXCx9cLRlpCsIGnaFX41mX5PVoFMCKPMD8uYWjnc3hbPXU9g7qApfM++HSx4bs/M39w70MEXPZ+T7WOlzCvUVfJgdWSvWnTr5gYuW361dG7+DqB6exMxGhybSbZwi09r8sKeTzNA+UNB+fveHRWAwEP0r/0yyZxmXKx40+2ktxZoE/7mbB/uv8xfjMbFsU3Nw/RJObtFjkaV9b7XQ4/kJUAWAap1O7wCbB4FYv8lC0gRiSUunQphDAXJItZ+KEKB7hvX8qxDP0CqXqwKoh6To2q8qXMxiHvcZuPNDnolDrob8D1N3Pq9rh+U2Qt7/WIChqPMiFhZjS5CrxRMU0Jkzav9cQSSrgtWK5gwaU0n1CIfl3UZCkbi6mH5pVq+weomU6nRoYY9mHwzzIhkG0FQLh1JwW8xo13Vkuy/j9m6okiHk3XmGuB2iIVE8NNRr2zdsW41KmswHRATH7ab3NMHThSwPjo6dWfuqfEcM6FgBCoo9Mkx2qmxWD1+92cNa3SNIuGo7zOhdExM5cMM84qBKWYEdlg4yPiJoreIwEGdYQk0W/VsYeP+uhwcPm14nPBOfN8uPBQIqCdquk6YhzZM/lKIADAjYLbzHw+t9rNWqDnl1LCFCheYCHENQqoU4icBSTmLbG1qrwefdm2lYaCwEOA7G6IKtEepWsTVC7xK5qNwuZsFMfE6WQLurR1VrFfu+4+lp4HrtS0oZFyOZZ0ybRdee03sikgcWSZM3qc2l5wjjND+OAfi+YZngL9K+znvKm/wsLtdrTd/1WsXB810Pstu9kIImk5dIAVCtqhrVAh7dvH6dbwkIe3gUSaoITVYMiMpUoqeYmx5RtVQ16sNbwvWcMvdp1tcHawhl74AwZGhIpfZh4KuvfoF379/j66+/Rtt27E9vTB/UfK9acVA0HxkJoorZeUIwJrEterFMxhthXOJM5UQArujb55XU+6g2HRObJyFIEzf3DnVZp7VPrmAIMCNilMDPYEj8KvZeoTkOA9InsGXt1DrHECF4p3Zj7azNUHSsvw4uPZLa0ZTMzbTMNWZ7dhX3DMu6m+lYbrm4jjafTIwhzwUpkBngkYF26zx/orYRgBb5/2fX0jvDbqDZttuN0W07ASLWyIgGROXPPjrGYFz2LZ53Ty//HfEbJx10tj0BTVnn+hOuHwQeRYcEYCFUQlqk+zfLydCU/F+Z220JG0v30rwdQbjeH/+PGezTJvJVobmHAI/e0nLnwATZZL4/I5jeL32v52v3RG3OwKbiK7Eo8Yl+TwSYwJW424w5Q5ADiCnKvh35BjQ5NLWqP9FVGWcYgs9zf3rFMhGUwqhtw3BXaXM97IPR+0DthwJApRp/sZAqnn2eU11mUjwUfQ8p+uzGG0yBEkgkk4w1zkaPiBmI9+ut+43s+4KoeGSbIU4WQJNBLHSjP0UsFMLjSEk9UwgEcNFYe09Ym4zJcOszPhHrAxdSlPKkOMPO9O88iObpvK9tKQtDyKAaSBXNIp4UV08MvP85XDAbye4Vxe7C77yqkL5cbMwJ5AuvvgRCUNCuJuomcfQaMau+ftnb5XO63MBkAx2roRYqAw1ADQBpMmg3SsS9JrB6XWjjmM+U9TRh0uSJzu07IZlrjSR+Mq9wxdYUOO+hy/W4j+b74neQ0SsFjaZJSTRn934IHKE53vgp+Z75e24hCyqcP4/wYlUkFOBGeMiJJaN3cFNIgEHrGKK19HLK825tJIHr/f3+gw0HNHjZx4/mx+dyAaZCsfLE5bLMlcou/X4Bl/L3/p9lT8nsT7o3Vwwh88RdXfgLyHmmKW7KPwFE1bjZ3zxZwgJ165rvCYAVAlh1QTcs4HwyBuTrYDyDE6Dm8/R4dtN6PP6a3H3G50Vm/z7W8k/hutjPR2OQ03cCq95k08Gif/v37gVk3B+VZhgPwXIU1YJbH9PeIUsmXEKNUmCILQzNbRTzzGDAowi1KE+zEtdDDcu2aeUyHIKbgRkeZsRDwYPWZgicIRIQseTeNk413tTDaPJi/baQJ7QX1WVaxeVpR6GCMTqO3lFKxft3Lxh9JoDy8KfX1+mZ4iqf5hCVJQfOlNGTzhRoKAG0ssUnEWC6lsrrWgXH0XG7HuDGqLVafpcCr+Lm9KvevwgBXlvD6+srjuOwECkFqI4+0A/10IHNv8By7hxqU55tyUqCBkbdVf6NMUBdQFRRKmG7bKpDloLRR3gdKV0Uy8NIEPaCAMoTNH8lw0FxKoRm42nbhkpFgWWbCxBHDkkRKIAJ5d+lMmor2NpAt7jM8KA1uiMYINl1nM4ya2vY94ZtU6DN11Mwww1FgN45AUnu/T09mopXmitqt/uCi20swQRD2du2qWb7lwvn0Omn3+OffQ/X+1u7Qnb4PyT9Rtx6m3KHhSeAJIK9VewXzbvStqZ7cphdQh62ph6qhbzQeJoLmlomBGAwaLgeUiJCQoEjA4wKQPUkRInCrgNM56sKejJ3yMEoraDVhuvrDV/93ld4vV3x8vKK9+9f8OXPv8IY3Wg9GYYAUFJGqzudokxCikdOOpiXfMwgVDEKML1TP7f2WfV2t088/UjoM4sCJonYaB5G2Zy4AKAAsOa98bzlJYMXB/LKqZLmwassxHvz76kvOTTPEFkCTUV2sbm8L/4v7YrlAMzXWkKf8s/I46JFdL446/CnF1A8ta6R6RbKnxUAdZsw0GbnR/i063zEPvXGuXjZAcI7ItBYnvCyNiYoDsZWzXnnUUNun3aTc+SRQdEaZjuS3kLQ/eS2s+DUl0+7fkDYWoxRX8gMsSz52sNMEX7vxzrj02mKphOVN7f8YkrEsjERDE9IIBaS4RtKSWQyQwdvwu0dMrvMsISuEpPrffKTtTkUUW2p5JM0wYCGdW2oGHQoMQsspljjeWfVDRduBTLU6BtglPpsMdOqcfWOmYy6eL4b9yCgxBSmr4hOjSUjNWvfQ1XC4DRBUFLiNQdHiufUwTQqSynodvIXkI8TI2s+rDFcYPgWnQSbkVARVwg/QBViapl7BdniFWhp1zAorP2I8/cFysBRZmxQBkPxO8zNr9h4fO5sjoAZxpQE7IxHtDl1hD02NSDdVCMqQR/KE1KydfupinBRkAs53HHO8SND+G5rka57IQGT3HsgGn1rOVSEARBczjyjZDgUd9++3/e5WWwOwjAPq7iiFXFY2HIYZeY4J1YPQ8r8h6IlLCGxB7z9/G++2AXDOltO7Vl4TD5mQCV0/06gOAYD6zDcIA+voeWeKQoXznhauEc6R1ZegzMkfpqfOyu6ZF3LNFBAS4XArAP47OiOKJGcPADqDAI8eKnzGjEeHIeAdmOZkxwEvQL530OsiUd5SNx5jZHmZfWMmc+5K7Evtdi9ZKC6dyXgQbdsFhXd2suCnBS0JfZx6V0K1kNzQZRi+fnEymLN/jkvWyc0jZFOXrsQlW2nJHYB9oGCVxknnRVvYxSM/NfsxwSufLk8l/fDfeSTJh7db/OYQ9M/CBJ+/pfzekk/6cF3LhccyPEHSrrPbd4GBYM8fKnaM4QE3FrDsZf9Sh3olsTYDXm3F0pDeAkVS0Z764LbTfPJdCOM/J7jAK5XRt1mHqSU8gxEM1+MetIwgI5mgwgQIvImKj1Wq1ZWazVPn4HbVbMb9zG9S4gUJNO8Qfr55aJAErOBcMkbpWVUTiZp10Lh4W1nYJZ/qOJ2vVo+IfeYoAjXb61pnqOtaS5GFtRWraqTxOGcy+ejd8sFBmckEEEAciUZM0QWBmXpSQbBPKzUDmxg1KLPHwdj54pSdtSm1eluxxUv718h4BgTEYHMq5lZQ9i6FANuNX+TQMJLVz3ZrThOKeY1pSFHIPWQfr5YyNMQDHf8Fq2IVlvFtqksPAzYc/CHoIDR7UjrSILjeoCfh6VG0Ps8sXxpGiVjEbWRo8pZbjhY2d6o5n0vddJLTD2UJt20YCB0K7K96V5/vkd9bJZrN/ZqIqnPQoVyGaz2yQk8ctDedHAFjnxceljRNvUCUw80TZQ+RtcUCbY3t9qCH0xWvUik0I1nvlkFjNrWUEpd9XNLIqwf2WEx/BBKm2Oy1B8k4CIQHuj9ABVBe95RasPbl5+h//YbfP3Nt/jq92/ofeD58hZ9MGrZLFfTaaUkLXwoxOeBnO7NN7gXi4Hi8yvru+UjinkS8/IafR4ie7tqfMQahf60oByken0tc12daTjzD/2pIBLllZNOygzcbrN9Z5R5jCKA9InIelyUX0MQQdUuHLwvvmkCtJJ1qv23ON03YnKXQd/UdwItXx/YcTZ3taiThidEk6GosUaDlMfPfsL16HAVcFlsYwWCHgZmqOv0znd9ikBNk9BLAerWIIXw/v0LLk8XXPYdXlRLk91bUYZSQTQ0pY7x91pn5IVYeKUXK/vU6weBRxxG+n1oWNB0fP/hdpxuJLjKenoL6A1L3CARBBsKjtkIAJh7bakFdIwZZw0AKWSlEAG1wMtLHjKwU4NUQZUG5m45aTo6vwAMbE8btu3JgGI9gRlj4OgAxkArqrigsEpqz+Ju2nRmaBpKNUzw+KmNI6WWNDQ+O+8Bifb0XwGI1WgrBZCUzNSZrC2Al5yX7GLLRjTJO0afud8kHh7F7uICzD5Y/3sfOPqBVq2M7Xn/WuJUWxS4d5ELLrjxCucFEjkCiqiyFqXVkxumGiM8J4tVWFAYQlaLhhgp+nwBVgoYRBJKYZCWzCppKGT9IGxtx+ChVSNEIEQonlV4TjDABVJ0HMUIXggJyLufZ5COyeVJCBvxfYUpswgJ7KSQZ35q4ZUHOQhJAFI6GwtC7zJB5/UYxwrahzIBrB34fK5Mv9kjwQ1g5zMsAInDg5ZEuto/O6JnUZ7hBHk+mdNrXUMHhzycMxQlUi/BQZr0kYhMsXG1dBIineY1ewItCdfvBq/v8VDHDG6o/keA8Ewc6GEY0HtJKBRFBzkCJP2QHI5Xpz31PTfTaUyLlu6fuTuAPbCEYD1oPh7PIIf998OeR/l5ir2ur0yKF/maZv4I9MPWz9blvtzlHK8rOAUIQ0xPsewU1RP2W+gXYV2/e0YxgX0guf/HGNKc+n3J+AzecupouMfLlDPuSj36wLBYkpyrI9bTlMilXYrzahf0c37P95DSzod0Pp/HCF+D64wKzPve/KGnZp/DlUnb/2Uj80zBd4aviz37vkI9k1ytAlvCXtbvbq8c9oJ6Ik2QyXVwKgqseCV1NfD1H8RCiPwq6nmDAmADvnkHHIfykDFSWBgD71+AvQNv3ujA3JOkNeDybFvfEm9r5SxBLQeoKshSLeyqtWKJpufm0ETVM19l5+ldImwsj2ByXnPFElVsQ9GSrWm7txtPOhQYOMIqhjdCrQ3CjFtn9ENp9vmZgO5eC4wB9U56evIcSAO3Q3XWcRl4fvOEpzdP2MyrYoxue0z/3W6HViMmNaB1DRgkWskWTdfG1U62dRxia1kSaGb2VNsb2tbA/bD2TEcvwHE7cH3RXLcemTKGoNu9CuLYQQeAfozwYK5NQ9S2rWkYITOurzeM3hdwe2uaLPe4HYAM7BVoBgDwYNTajK4OlGE0WvSd19eBYWTmehEL8PIikPItLk8XQGY4WbUwtJoSnbsDWq0GBDl9+L8CtR8sPUPGzcXmoBqZ+97K7IZs792JNXvmbAgvh4Sf0ZV1nFLajDjgeTRUCmGz8J7eX3H0qx68mXf9X//V1yo3azPPsA1/59e/r2E2zBBoyfFaalSLIiJ0MmDB5ALTUJkoiuQq0FfRLJeRddjuT4dfBAi7nKwhYyCHgqPmNfbLX36F0Qf+f3/yp3i93vDv/tN/H9d/9RuAgfK0Q6rva2N4OZ5Vf0lEcpLZ8XsiFA/bMrkaP/1ysM5jeA2pjGp2C+NN7c/FQwAx8RMRNptuDL1E33FqoxQswBEw0ej8nkhWbRqXmAbDQMRC5znwhGCtJsH2WEfTR1yqnTzq8zXcrfXBpnzU6EnnzKhNKdVPGJJr7LzIkeBPVDOyXiJpnlxv9HgahT8k9KnpHALjNeoZWq2qaK7M5rZdNQ9Rz4Gktuu0XzWxOELHj+cdwIq5+bSx+fXJ4BEb/E6iOT8iTEm8PPTMgwMkAdUGqJc7ZuvTqSfJBDSgjAohUjctK3uq4VXpRByeQdwETHEgYy64kJayRq0Yx1AX722LiSMQSis45D3e317AvaM1dS1WlNXaYVUIuJDl7C6+Aj7IRYmJ8RHNz2LBVCGiRQhNV+klhw/PBdY0y4FFolBBJWDQBFxYPLTMwad5/McOFIkEk82Ekwm2lhJ9AaYb8Fy1ZDDoH3Fyxr2DiSDSlkV249eGHIqAt0WeJBJuROR/tuKFLDSXAgxEojP9p+tfkuPeGAN9vOpyFQHL0HwPzKjC2PYLaNO5o8HTMxL6rnw678vNBvRlbV+FkyPIAkIxfNCNLgNH3VCblIow1tInd7QUaER60hYn9sKDnS9iJXsd5KIKttMhBwPJT1M9l8PSAGby3QScfDIH/Vu6VOY5ADTXrBjYmPdo0BUB6qk1jXbfD+59F4zclZTE30opM3Edj1OPEiEB81TP6D1yriO9YxmQ/Sjz3X466HzkvAJiygZVD3m0vCQWauF7hkJfuKepR546UqqBtEAk4AOABIIaFS/QRO7fClBbA96fu3HTR5WA7KEqmOuBAJqygP+QNDSatveJf3an+OmBiepbxdzzK/oxgodSSdUh7RnJe8WBKaef5btJj+ewaadF76j+msA9n0e5n2uc92rw9PU+IrKwV60OxZb812eOXJm0K6chICA8CyATLNLvEq8z3uN7LL8bQPL2QiitJQ55RHPsQfvhRozvWT9Q+J/8r/6n+L/9H/7PODym5ydydagC5sl1GbM60zkXUiZzNb6mYdrNe8YdZtTQmkvneU7Pl5NE/MQ0rr06Wh+IcKLaFFja98lPONYUaLuWKIdA6wpAgY59A17fuTeIGpnHTSz/kGDbPUG2vkhsH1+vA23jUI7b1rBtDc28EcbouL5eoSHuOhAqhMveIDzsAGodZ2sarr/vT9jaDQIFlDzEP9shx6H9e/PmxCd9/hh4eRX86qtnXG83HDctaV9bwbbPsnZ9aDife0y7N+zoHX2kKmwEbALIy6t6MRX1SBYRlEbYWCLPDkEJpFqeKctpHUBgtTNF9QwfesgJgMcADzudPjpuV21nKK4T9pPbiq1WbPuGzoTbYTlqjEtsm+YdqqY7iwiurzfUpt5VrmMGeNYVnLm8bajNaOhSICw4rldcrxI8hkXQj7kmfiheE10zC7hrMZdWdT+NPsEzdwatVechexB5wuvBAClaiX4gQNe88fL9rsMC2r4ny/Z0LhH88AHRQ/T5AEf7tmnBLbEKgcTYtw3bvuO7775Te4Vc19E1Zma8Hh39dsP1/XcYt5smXw85IfjFL36Oy/MFtTa0Nk1Ml01TpUrGcgKOQOZtu+hGJkOS3TLz+a36Wh8adVEK6eGYCJhM55UNhIL2xRPeHgNv/vJr/Pmf/Tnw299i3xqOWwe4Q8wRYfNs6b6xzhcRZqb3e/3p4eWgTZb5rqx5gmo77WcW9KNj284gEKa+4/1w0MYJ3/qd7SUFlBK6ugzJCPk8hqywmr0RSG5MAwGHb94RB5Q+RnFdPB+PENIBuWlhZstl/Sf0hvwfEXjpQ52GmYhd+5N22SN10u0iZnTu2J/eRMQPSknha2zRLKI+CKa0Lmsh+TD+e2yjAJMe6H7Ls+YNKGq/cx8xxro1NGwxV2x7ZYBjrYUQOaEWIMv48rDk6iW9s7QHAOVHrk8Gj4YRokjWQs4bJbvWr1c+5b37Vow1WEyCAMGQIkRpGIK2t3howLPZq9AWEaAwCDI9VDKw5Mq6Je/zSS2BCNuYyFRhZgz3HDHlRCuGTMVXBJZ4eyrGKxE4yjfMeMDy/WMhYxuIFfiiwgGIEInG/EZcJDRJNany7sw1WrJ2RKCneI5InyTc3KgT2XS30Jg877og8v/UMMrnZjhfxfLwsM3h2YgIYFAAIj3tpmJV0jrQSFA2rxAnqawim6DRKlssEZgIp0XNLN8UfgvhRcbCtDpWXgw3gs7XNLYmcLogoOJu94wNlivAGUp35jmFJ/w9hBWoCpP80y8XuOu6ZRqzhIgFkJ5D+tQw83hyliQkTrOQy5h/ZtiRxSt7iVhfZvdSU3d4B8mWRMPZiLU5yzmm4jZMmTV4nt7rNQVBzs/iSZ1hyhfV6RouhSBDk6UWKz8rZig7oAEoWaEk7xdPGMnf72khkttygZdkvhtU9uFgDWe8V+ryLKSHvY3U1umPNHmulMx5v293fW7xtEvvofSd4J7fhhH5kLEmJcqMk1KL6S6ED3kR3bdBS88/9fL9P3lH9jZNCpKPywnP+O1MsD0r3zziVXGlr5znueLjIGT+3oFWwgpWmv8DyJOdwkJf6eGrbBwEqSVyEcARIvvRao3cL7PkrqCWiuH1sGNeEjAZ9EBx8BSJM3/iF2GCQMCsnNaKeuj0I0SYekP4XBya+yZ7EbGFLW27fj6GRR5gin9zkA0QShL5DytZ3pq26Qb56MCoygOLn6XZQ74M1Q5xL9UOfUTwxZuKy/OOMQbevz9wO0TBkq3gsu8mewlURugw+k4K+cWsuYSkCi5PO8YA+tBcQKbzY9s0mXLvAJmV73MGAsiM4ADySVBbMSP3qvmWqnvE6Dz87mvlpW/eHNj3EvMyLELjetOwF/dm0VB1DcfSra6AUm0NVAh9dBThyDOUjYnbMfD2zRsQqpVzZgxogunrofP/9q3xaZkeZJ7qEECkLwEBrSP4DJGGcvej4/qqNPT0XHC57BqKZovsYEEfAhmMcRgArMqr5ZQEjjJAdKCPgUKaPFlYULcKqgBzUYCsj6ATtbWH5qG02EUeA73reg/vuyDAMEICQO3z0jRx7Ov1pnukTjHj+XmXvWWfDcOXL0/mXef7xTyUts1loIJEg6f5cN6s7uGEaoeimp8ZZ9GVsuYsIPCPfV2vV2x7w77tqLXZ/u747t13BsD4nqTQsYolUd9aw2VTsMPzkAEASPD85hnbvhngRFNfJoBQkc0tpwkixKKZlgzC9DrymdN8aDqbRCXsEG3L9hErEXi4v64vIxK/C4GujJ89v8U/+nf+MUop+Of/6f8D/+4f/zG2y2ZtGLEBU3EKECbpER+7gvFYU+6lGTGQ6R2g6RK3Xyz+V2VtHwNvLm+U4PJ73RiLvlHy+hElyuYJoFOfPCa0FMArpsbEp4XxZwrphvM+O/PP76MC9Kvez+rAkO1Bjcj5NKKnUkDbpvd7WJXMatIONoZDhD702JbOuiEPlTO1JSYDhyVhSP1cLzPqwo6DpJRLdNf+pw1O37ZvO2aUkbatWELcpt8PAdEAGziv9i/rgbWIAbyaqytXqnfaz/YNW2jasIOVxYYg4PtsivP16WFrKeGdD2697iwJcEALYxol4u5VKjQ95EcZlRLdmpiWEiAwjR9yeC3FIJFptG5UTPd7CkN/In0AqnpbcKlpT2ZDRL1VNA8YgaTYvlfH0/B4iZAsHbUaB+4q5rl7/PQ+5UIpM8SFrKQJ1Uk4g9lyJ4XUDeUfhDAGggWJElCcxNE6ogI9Pfckam5Mr548HC5v4pMNZ6aA5KQLRKBK4SERwsIItVCJsbh2qi7oljxS5olfoWmsxFo7UmpMq5SqIIaFt5CBabrsyTgCzGgZYFAotf59toMJBjaaMSI+FwGuSYAAC3nPTgKsY+5WLe/Strgn1sHobybSxrwSbw+m5Z9nBhOMbo6B0n9VPsnMl2DfLR6B8ZkpZ1VpIHt0zJaTaboY6J+B5pMv8rxiZVlf5yICB5iUdr3Kn+aCSGNMOoHvDzUw9MsMymklHJ5MGoTBw+KLlQeJhc2yWHI7SzCrU52UhuXdkzCUZxbjG8arLMxyoZP8DE7L6H9zHmcGyB54vSUB6fQSPwiYXlW+R+xrcS6X+h/PPZDsyzzYe8/AZ7wuIGZTTFi9giycNOtH/i5P3Jn3TYwnIYByNwHL9NhX0zMtPs77cRnXaUzRFM2vw2Bcv6Xo/5jtOw8lmu8l9xqSNI9pIJwUt6WPFFPk+aNmYRSbK5qV8GoplopAIgzS+19I+Qy7EmpdqCiWf9BfaRCQ6WfRkwCTPg6GOm8iO973v8UY7EOl8TO/tND8KhqAVTzFRQ6MWLEdD0cjBZBaA6AFevygVGUr6Xt8fnJUKBAieSbCtn1PdaovDso4KNUHIFcDlqwKFkt6L097otYCgnoY9cHA6w2d9e9qrPp6FewXzavDQ2VxrQCVCpFi4C6hXw8M47e8DUvEKwr6yIj8OyyM43agd1awDbCqcNNjDSK4vlxxHN28WBq2fbMDS83j0klDx5oU3G6Hs6bFBnOwbnT1aPb5HENwXAfapv2/1ILjNtDR0WoFNl1lkRme7yDo5amBQOid9ZDMDPWxM5g7XvpcTz34BGqde2DY2j9tDZe9oh8HWqtoTd9JrN7H19uBy6XictmxebJjM2ZV7gE0Jm2yhZO1puXWBzNkDIxOKFXARDhuHddrxyaMWqrpombcQFCLhv6xaEUu0jhyq5A359RBSTK71r1+AEReJrUrDcSsyZ/T+arto0q6V8aYa7fvCjKKSIRk+j5wQMhVXyIoOCSYaVUsDK5U89ArQL+Z7S/Tccm44rK//ZdHeNSPcgmFbGVmHF0TvXtOrlpLVN0D1CNoq6bfDl2c8GyG6ylqzA4MsBWwmV7cU4awFXXxnEViz6vM083lwFH2WgJZXbiS193WXES/p2r3q2caUYu5FwH67QBtG56/+jn+/j/8+/h//T//OX7317/Fz3/5SzQDaarHcQKIxHFBFK5wpNXNYJHdinz4nhkI5sdTKbR7a7EKjCo3mQ2IXtq392aGpOUgEcqQM6T8LhDSKeG9XiZpkrKx7+FsZwHCbASfwtpqAahNWWaCYVjuJHKbpBRY7pT5PptTcmG0VRAs/5SVPOQxwBBUp8OsDyDpOxkIg+kbAZrNuZvRHZjzlsYYuh8eX4+8jnJUD4jCwUSgh8SD+9R53AYJO19HwUNxEjZUPZwuSrGoQ52nt/slwp+jgnmZoaSAyqgRe0vnKINNqmP8MJ/ITweP3MAslP5WcEbyhsqKoIXBEPVQeElIhQbcPc2IPibRNRjMfRJNazlFL5+dGU24uyXhMq91x4ZBQYRS3TPptDHI94aAiqBY2eOsqE9j0jnA3OwAIuYc9k1xQ9D6E8oaQQ3C1DdYO3oapN5GM1Gfr4E/M98BqHG83OdDshME2Kmynhg44/d/BWSMQNgTlfoIM9A0x19IT+5KtWSSPi9GpNnopuRimvuKIPQU9OHMWWBAnpibnTHaRCbevzCwFiYwlasgqczjvdqBfT7HmWjRRKxOFWF4uIWNDwnoyrOeKY/O36Ss+kLr/SYqY+5UMKYBpLay8eXzFN9FAvSpWPn8Bz342AphWhGpH+TKrq/Ph9joj3M5sJJPoQDdP3HKbHSxylIDkkK54eAlZKUri/EdfSDtW0gcJLkRHLzLVKK8JqFj0Hy7dt5pDgtRhoDF7Hs8ACDyxPgesHEG6BuKAeWu67PmfRj4yZlgYwPlSc5t6te+F8gmVnMUnLWjH0Yr9540aexJJ4hdlufU92kCXOPUbWkkuMVHlYI5ORICPn/08bGtiuKUA76fsCg1E6bTfo30lxj/mrqcnSy5B+yjFy2TI/DiCQsdECIkTPWWScfuwxkKl/fV/uMk5uORBKpRQfBB5Vuzn2exHkn7U4/jJ7nMk6A9oemlNHt0ppnP/zLcBYTVkHT1jbGGrYVuPdkGINNGNJK2AAEAAElEQVTLpNA0lAUz15GHH1m1+dj3PmX+exwo15nU2g/Cs53B6ZnYj/aZl4svA+Dm+0/v6UP0xNPe05p5TpHpOZaAphREyBaoGmApkFoxBqkB0hmtD0vKu0Xi6TFYc5LdBm6qcmLfoF4/dVKeADiOA6MzpBBqHRijqpe5eTWIqGxsreLpWRX41qYHVOTNEaBuaa/b/PJgcIXqRaVgFI7FJPIk4NWAI5fNCoYNOx3uvZsXEOHpsus89j51KIuZrxhmd5lOIsBWKi7bBoJVgGtqCJOnMfC9DeB6PXAcA6OzyVCt6jvGTFA/hsk7z70iSc8z3ec4LOyQWauPmT7k/aqtYL803F679pcEgjFp2G1f9+A1T1wGKRhe1mifMabsVJ4o4aEkjLClYSqNQIGhfSfUQjh6WkdgejrRCmbHO+1dmyWNr42AooVtjp7C2TDFfeZnkvb658Cxtm1DKaTee5anqo8BAdBqMxotUTjG7SuvHugL4oCR22Rie1HtPP07EsmbPOPQfT0eMak/rq8tMts3j1fNpVBJEuagNGoLr49rbrxSK9x4Z+8XM8oY+OLnP8Pv//KX+Ms//w3efvkF6uWiul8pk8G6YMsAjsBQzVDgVoWKct9Z/+US9iCkilNTMOb0C9B9NvNwEqLU4mpcYClmQzAQKlVqi3vIJwpTIFgXM8XGpBY89Mo+g1MeClfrTLkAAGNARgc5w8xKhFaImnaOexhB9GAbTW1DHxt5niDzXISs/fZ9eqcH2fp57in2KbFD57sNKbnJ+81M663nX9OqLvNPVlV7eAhcejjbuyFkfU9F+hD9ju2fiILyNEw/gjp/wA8kjGa8eIM7hjgoNXVazef8Q65PBo8kuRQuM0fFKhBkMMfnKinExpTjdz9FFBVoQk48aT+lS8M2YKVEFQF3QaxrUIKYIymxCzh/nij2S7HT0kLFvGmQVtzaZ++P2OLNqi+Z2PUFNZ53A84T2Lvr5ENbww1MM1AmsKJ95zEwCls1KEqUzKcGJWguFINgwnm93Msn5Q6iYMVhZHBi/NHPFHrl8aLDhEdtfjpxt3IrY3VmL6uXgu/IMGIwgZo5VYYA503m9ASZgsXGNcGOuaWXtyY6C6UBSCfyLuCmIFNXWXvfSRPIIA3Z527khxFozG3xmnMSfjB7UwmZBDRl6smwltnXGLtIdMz3QYlas3n+rRKWOBiG2MsOYCjC7rTy+VznZM3OZ+JEN+Xcclp3/gGooinEYPtchTUl+iIDZnQl9O/k8RDLOPncEnblt6W9vsj98x5Neyb4QQaWsoJgz1dTLo5jBA2oV2HJN6b2kwfkqUExCZx1Dt+8ZM+6R2em2/g9KRTxm8g6xg9oz+6KvHzme91pEZTOMM79XF8wYZBTuwZMSFqNuxMrb+ekNBCmMH+8FbLicaLNrFgSQJTen9vqc99OaMnAH5tf92qbQ3rkQZjknziomXpDhAJ3f3a9xVygS4n71zDCDFYjtS+xx6LvgjlXH1jzAJ8cFEpA1TyRnjrbqpit+utP7Vr4AFZvpAIDWKA8ylLHoNaZd5QtJ9HmeUhlnQ83svuxRj3ELe4wpvomapseTrc+87d6IZpKCO9i73N+nv0nq2fIYm/ZS11/3zZC3UroK6X6gYb/BAq0PPj29ATcOsZxoDOjd/f+BqhUVEshwINxO7Q612UH6kbY9haV4cTyV7BIvEsEuN1uWtzCquL27qF5Bfuu+8yrv7mXVT8UMLi0Oed5fvNhjXohzZC5WqtrkhpKMLwajiY97UdHPw411PcN+75BABy3ng5EyuRhLBgJCCfoOrXaVA+tFeReqyjwxMVjDFxfDw3zI6CI4DZYU5aQAj4xHqhXlXt5kRGc67uFgH13cGk9jXewrJSCbdsw+qGpMKyvoTp60Yl4Y5rU9LvTW0qps/AD/+e8X+DecFpdLbHRaN6jeRRgcBpWbzsA4SRR26wyduuC6xV4NXC2megOT6nUtzSiD7HCv9Vraxo6fLvdNPeWgRStVuxW6cwP5EQE3NXDLw5XBfq3sKqzln9WggnlA/Y1Z4/SLAUNUeibyixibTJYQ1O3y3YS2eROOVpDZqroKailgUFg7mCrgMi943Z9h+e3X+CP/p1/hP/iP/vP8frdd6gkKK2h1n2NAc2gTnaFy15JSXdbPgNh8UKKK+scSc8zN9E4oG8p91K+wiyg+bf/2Rrw+nqXqsE2vvZb/CHxSTxdtqFyJS5JVJzv9woJNcWNCkyPaKAyXFlI86NzKZaHhyNih1DYwElPxGZ5k4pXhfAG3FMxuuPSE5MR+H2xhrPjnrZjVSTy2KYuqTPyWOlw3dd/AtBwX8HsqxUHK1bN0qNryFIQsO8pwGwXi43hCZb2o+M4jqh6eXDX0N8xCy+wteGeu6Pr3LLNteY94tlfAK8vr3dj+tj16Z5HjzS0hY7zSbh+UdJ9bmoUIqDUKAuXhexUjO81cm9zDDsdMTDFTVkH6rQdjlCzyHJnM+8hcbWqW21BhRSe3kIw5cWE04OJSONlMBOKCCIrg2iiZn2lbnYKQuZJWE44OJFmMiSVmAZoaNpsLd0HCHEoinDzRzKjFrRaMETHKeIeCQoKtea5XzyHT7dKaXsYb/N0GxOA83eGhmIuqvaTMhM7r164zaS1Jv/O180TFiuQMcPqPtTupI0KaIn64L9J6x4CaTrnASjKucUspDTpNQU8bYralFIqJIt9bx4A1RJ5Mo+g17y+jvex8e3IP/XBgU0BEl2Mr6ZQj/APWFhg25Q5jA53bXS0pNaKWjVXxCwXyaFE6/z5SZP+R5PXz/3/uYWt+X6rmLmPpjxgCNyrbO6tOCmzdcjzORNM5/VxxaRYPkK2r+eiKChl4J0z+9RPB+VmGCuFQvR9lyxGv7e7KlH5Cm8rlzjzR6zxw9L0NlSV34+8zHTjFmtXzE0WBpiRCf4lHNDCE+hTctOY3M/r4YcMcUv20vyE9gJAWnUG21+Jyae5Wvrz8MqHJY+UrqlsLC+YzC54/XD3Yac3Se3R2o7HwYsAzUrwzrmh5TlXsuN1HxyO3RdWF2xMYp7FiQeJ6sBsfOXMC86n9iaw7Lt1HXP/FAiTWUln7d2cA5vCu7X8iV1JXYnrzC9KWrt8KEiYAAwBAFuojczQmo2AvQKXTUn8JtCEyGfylvnT1S9mRM7TwZZvhjxhtnoZf/vtLQAGT6z9qC2IlbivErThqT5ELBRXWOV9yJ2ZjF5tjQSui9Le+9cOwgDLQCsFrenhIVWAeporqsu+GkfHEOXv2+45WQT9dmDfN+yXhpf3r+iH5kQbY6BF7mvLz4WpZ4QdltbV2cg8wCuWiHqG93juRJgh4V6j/TgwboeV7C62HhbKZ8ZETfk8RdSLbWBEch1Xf4hIE/7anCp4UgEwjqPjdruhNc1105qGGQJWURITyGRQeJX3m3oXtQY0Syas8pdwebroPjZi1QTZauBsu3qIjaPjy7dv8PrygpfrFVxUO3YPdJeMIgZc0r3syxsh646PbnFdT8TyKTFw67yAsZ5f2NX0YfQcLMewAbHvmWFROuZ1NGbye9jau7q3iBvMff85sK5b7+hdKwLCPDlKrdi3LZLUzz3LMY/MFobPgnmQIFqRmHgGklgeFvUAn/pl2OWi4Y5EZAxmHuhMMewes9PGmCFB6bCaAGcstbTQayVyI6kOoJWnGWgVAvVU5MH48u/8Cm//5F/j62++AcvA2y/eotam73dk1Df8wugkMeLcGfsZ4Fe6YWHm3iZ0YlpTN7bagHFAetf9//xkGwIhTxcQxIVEKdOFD6nPQXxOeaLrV4uNEaanPTB6l+fSh2ddypXuR3pW9bC30xQlPYhKUXuTxApzAX100EjVJ0uNRG90pCrjNhdEvvEmeJ019GkY8Hx3rhDuWET6fVXiV70460XzHll+D/s8MAKAqn3ne2SMCGF27yuPVGIe6H2gpLyzr69XvHv3TmUGDbiDCvMAs1XIhYYZ19oij2TGCdz+838v1xf8kOuTwSM3pBcWrfsTM6zCUeFP804wm8JyVyAWwBPLuuIPcYFMRt8CxeMKOBgOTKk2zyMBCq1s2gWu/qwQvlnunWrhnOrVVErRpLRlxnFOV0kHikzI2T8jpXA5hsEPQgyanr6YuZCc8ASeRV2EwaNj8AEQo1aCDIqKGTyGyriiiOJx6xFX7u5og4/kfh3dh5ct91hIjRclyFDUcoaE2ToGMJRpwFcZBqYYCNPq5IeENBu2ER2QStTjYW3FXcEQe1nd1muxn1XzH9htoZDlxN+YihUsTw3R9GaMkxCfc5mbGXIyyo05P1ZFME8vw8AloDiDUiYkfY7PpaDnxpJgPiXmmQBliI4EEyL3krtAM3OsHxmo5ihze5AlfxrWj1WVYu1PWTJLO3oeH5iiz11RagdWP8eLzv8L8KREeGaJXC4AICZj74/GvXpkMHfy0ALbR7VApC/ADYknlSyhvCsJJG4Rcl6SAmTGhGj4nOdummCl7Z9UvQ14YKSnzyc/jsmxPq2fe46ojJesco9RXBEz/gQqkT9kALEv/UUudB/unk/QmCPu+rwnFxVgzsWn4Efr+1el5+x1tIBWoUgk3vEJci23mzpt71a+oFXx7PdhCroBMkSEetkwrod6w50GqfxUgh71kCGVXbX5V/1R80No12lZ4DmvcuJ5+ncUq0htCib9Tr1VlnYBWB41e8DGfiZXhsk822dy6puA7tp9dN3R+0/8IlK9KFIQpJwvlJckPePJfp8vamN0y+XSu4qW54uCPB6hb6pQzJvneREB3r+b064V0vQZ9ybC6Lh5RVqZ3kZBHwxwB6iRHfROkFt1D5jOw3i9Mi57NcPVcqX0HmWJYRVkhkzvbe56ANb2DRV+Iq9ys+4Fz7vgqesp7tE7jt5Ra8G2VRwD8BQB3n8RQakF295Qa0OtBW/eEo5DcNystHgDXl+7ertswOWp4s2bipfvbCKcH7kOY17yUhlMFECRsKAfh4JEprxXM9pLrTj6EV5dzbTcYQc9zMC2b3ooBADQynHVkqkWS0wspO/ux8B+UdDm9fqCDsa2GyhQCONgtKY5gwBE1bS6CWA8iUrRxN02X+Vpx+iKzmnKBwufGAPjuAIGOgDAfilgKRhdq6K9Hjf87O0Tfve7r9G79rPY3B83fcO1C9qmAMRxTNpbdDSzjQtZDibm0PldP459VAjbpv2/XS3pfIHp1NPTrhqddwNMvWobTI/0lDMi2sbtEO2jg7WnPex6m18pe85nARwBwLe/+xZEhP1px74/h7cRoPQT/N/kn39XKoUermszlQA9jDOvCgLA0x5bAR8+TYTMoiwEA/LWWRR281siWiT0LwASC980VMoPtgoB1IzfWYgnC/btgm3bIDLA377gH//jP8J/+S/+S7y8f4ffG7/Er5/fKnF4YiwfIBLDU+PKerAoQ2lobucBD1ff+BeSk4HbEiS2zzJQtCiYaXNkRNu7UipQnDl7HLJH6TCQCwZVAFLNMMdsx3LuLO+BCak8HD/44QdjDFso6VCeaBsVJLKCEXXT9o6ulbx5oI+um8+u1vYZzhdtAZoDjzWnlrj6IXO+LF+buHd1rTNZHKa+t3Q/dAyZNmUs3yn5NKZ+7nrZ5FFqZ71c3wVwlEHWODwzuSRs0UdW6Ijs+23f8MUXX2j+Or5FbjKB5dETdSTY9g37vi8gkfbZwtfME0lE8K9/85f36/aR69M9j3xSsBrWLHGu/wmK/Ip6mSUdtMRi8Xu+AfQRZxdJibZldIHsd6SksK6sROYFPzZwDYcFkpGRtPnJ4mSnIWafQZF1pyxXPJSHuJHI2FoLwUulGIgkBurAQJeBwVoWEqJuZv3oQRzavijWxOpp5Kf9wzYn2wZRvjAg3KMUXz8GtqZJrCFkXjka6+1GbiErf2wGshrJ87SvVDNMvE8mjN3gJiKrYoZoa+l7JlgDafIWc7R5TqY+V8mTb9dpRLsxMh82U1UVJgfHQIICCQbnm1iEQSm0kUyAgGbFoukuvV7h3yYWNulabNH5KA40jI5WCO/5gPsuRQgV1AW/lKZjLkVDQS3/VM5TlK9Yi5S7R0RP+2CKJ3voYFWXewcmWlNFU0+KNO7bs/MrXWJhKGN01FLQzYe9GogHAHwzQ48J//4f/w/wB7/6u/jf/1//Tw/7/Ld9nY3O5aTagSPjUhacZsaLVf7wve8GTjrRWrw60o8AXkyIRxgBpfsWI0WtwVoLNvcgHFrNkQ0MBClPErfikPQNuc/N455wYtUtqBbsraGzez7afQJ1+U0MOrNY7S7F5wt/9z4Q4FkEhMInbwWe/J3+n2Dtk8f/za6TbAmNIHXgI0DaxE/tuUwvJ9DofAXIbNcYrEZueFd5xUL9zhWvSX4U7ZzbxZlHejdtPK7rpKeWdhYvOQYGjyhAoNXZJoh6Hvd5nvTNSbH/kCKskjh4dTxvSuwjz6EPXargOXA0q6l42W+nezHgWsVfAccpsO4JFsE//Q//A/wn/5d/ht/+5q8++f0/5vXJBqRMGyVNsyb5LVMnd/ujVP1cLOSmHEC7zEgC96oYQ1e7VU0g3JqGqR2Wt4jFEwurTj66PvP+PQCoce/VmKOP0FCxVoEvnwmFLLeDTHf8rQKX5w37toEH4/XVwsWKtqDAix6Y3W5q9BAJhDqICvbLjp9/9XP84hc/x9u3b3Fcr/j2m6/x/t07vLy84nZleFoe986qVT1bvvv2wHEA22al3Y/D5BuZpy6jlIE+GG/fPmPfBa/1Fe754vaWFrohtFbw9FzCSwOm16rHDWPfK1qteH3VKm61Vc21NGYi6bY1tFpNB8Cad4IIrZDxW9v7LCYrVB+F6QPNPEbIPG/76w29H3h62lFK1TC4rl5D216x7zt6OdQwOXR8zB3b1tBqs8TmXQdbaoTcBVne8TPgME+A4vNBBa0WbA1WGlrQ+6GVwp+bam9DDZjDPHhaBa6vmsja1xFu5zpoVIFaCVvd0Lmbbqhc2sMhw4sNqkMXUu+t4XupTht6GMBa96p6OSa7ZIYd5gEoFsYmWgxrDOWUGzRcrYv+K5KiLjC5qEMhqrX++BfzwH65YN82XC472rYpPzXgyPUQohn+EnaOYEZCBO9Wz2+tXKj00wGgz4JJfvjIMoGh6VUoEeYjTDqRekfweZBg2/aQEYOdR5hNU2rk+SFS7yIZAtChtoWBw56MWlgLT2zPGy6t4Ze/+iWO6w3jGPir3/wFfvnrP5iuaZZ/dkHeOe3X77sy0OOXI54CmIu1K2EGGg+02sJm9fm4M7YX4Ch93+p0IfU4zOYGN9vGmrZ29Md1BpzaFEkb0x7yMUX/ZB1b7q+k7xnqCuvzWRBjh8BiTBsKBMUQXbl19HHoAUOZHnMEj9t+MOeA2X8SJx1sY3dbbAG8ch+BRPczE+WjS2zMOXLI7fFhocndPMnclq6oXs4WRCXwD1ITxWyEjmF9JgOgLm+ecHn7bDb4Zk4rnN6vMu16veG43dC2zfKOmT0a4NHkRPv+xcNxfej6AeARLb+tJ7aPgaPI5m3ExdCT1UjWJJ5AcwIDZ2VXbCEZgkIeM44APydqizAUaEGltS0VdrPyWQm00AgvxgPADH4/kSmFwvQkElAjbFQAtrCvfuColmSullDgAXOjC4szJXDF9GPy+XN005m2VhVShHQIrKLYdN30cojMHYOVwIa5brJ0lHKZM8sTDHOPJ8H01CJiSLHKcmVdawBw7yENYbJTiTB0fe1s7oI32Ryby6sKB2ipctF/4ZFkyiXs9+kK6sbVNFi8Ap02yVqCsejRqQM2oOxj4sqfPheZ7/13FvQ6Yn0I1r+Qb2xl1AuKV0pxg6fPUrtKp4R9q7jdhnkSzBP8zoJ6dHVTr+bmi+T94WvjTByiANNIQGYyRhfjDatCN0EMtSSyyIp954BcMlxdIJN1qpbk0mnvr7Viaz8Yd/5RrsyWlNYHZgU1u8fGNRkroyAlEX4k+1Klj9zG6BM8cEU+gB/yXT87Vy1/iCoygCeQrCgYGCiiVp/mB5j5myhi4s/AinterfzvDBYBOa/Aec5c+M1+fti3YwrK5TM65Tj6gejRXeiTKy5hSZ+UsFDA5hjibCB9F96epx65MRfdx6rniX9ubVFqwEMjvn9Q6eeD+11S3J1iwUFtgnt7pi+XFmInC4zH+t53Y2rqp8s7yNpmhEyKXmXF8dxnnzfnR3Lf/+io06R9X60W+gg3cOWxLvcDuKsF4+i5GeWrDmRBE7J+CAD8KV5Of56st8KK2JjBi6T3b82qsA2AXQ+WaW+UBlxfVER6WffjWF9GZHaGqGFcSG0LczLRw/c+yXbbFFwCzB6x0Lm2aTvqDWf2igFPrQH72w2XvVkYix6mKS8V8xSY+p/naCoVKGXHGIyKgr027G3D1grADZfLRXWkwbhee2x37ogky6UInp60jy/vAW6ePFnQNmCrBcwHXl9vgBm+pRS0raH3A0SEbdeGPQG3AsnVQuxpek40zQG5NQVpXl6vCq7cxgQkGFqljG9g8zoqVMzYgHmIk+lFrGDO0VG3BqBO4AhJ/jOHDfT09ISntoGIwIOxP11QDk9fULBvG0oBXt6/Rq4qDMEo2sd+G9PbeC+xd4PPs4SxVwoBlhDZq0KJCHrvaE11BU+QrF4pUC8xAxq06l1XMNO8gBxDG8Yu/GxQE8MTKlWM22FVvbQrter7qZKC6TIwumDYnALqaZQdtfPntRRwUSCzbcYrLcWAp4fhVJktRbYFx+z2+WZ/N9yze0LYiz/q9eaLt9jMqOTB6KI5ttwDbaY1QHi7E2nSeh4DWyHUrcU9pWh1wX709TNLQq97ukZ1Xzdeb7cOcENtTcHLrUH1E5UppdRIth0yxK8oxjDtpgzNhR4gLsLmYTXBD/hbPPLm6Q162/H+5QV/9Ve/w9svv8LT8zPQ9ogMCAClZAT9b3LJSkDWL0cO2DwwI7Ig6eFJ+ZjyeYllPn3nREsaARGXovoP+pOUHQBRshqShJB33Num+Wy+iBBeBn747or0sIOqAixhLuzjsY3vFdyI0HpBrS08ZpDplHJ14mpA5PT+KVa6UcxLswJz3ixUhfy/rtsQRQj1914mu0S6WoMmc7e9QvMie2XLS+gszDOMeIyBfduwbZvZodPZxnPiAboffcyHJbsX8agJ9/AliCgH4sHqQcoU/FlD3OIY+Acd/AE/ADxyxDj092R4kGnSi3FriOTi0m4uWhpuY65VprkE7RA5n1kUYV0RWGJYwAPG/BalmAIQo1JNYATU2wNrmAczgkGC1M2ew1D28AG/W+CZjhlJwSmkYBhUy5OioXRxxR53YyV8WGJIEbYV82azZ3Mn7somiBP/SVQ2pykRlq+J/tS5LCg4e0EEYGSxn16tRMRjl9MehyULNsNWXaQnEfrmJZqjj5P0hJjC1lhE551LRTEDIcIuIKiZdmJWJDa0f+eFPl3ZExQLv1NSgIcfwd3GFQ0iCKQPBb6lgqhaomio9xUMoCwFXvZeo6dT5YIC816z/iRapJT83UOmnRSERUMZyZLunoAbb0RUK9SwTpHwFpvrN+fcDdnvM2AlWY3xLidEpzw3AEnpiX3myejXgd3P6Pqw0Xj63KablMsuX0cTTmLkub8QShMwDdp8YOOry6fPJn43vR7Z5tdzLlmjayfhdJXAxPha8kuWfufPJqhvwi84z3xPgGPA/C4UD7uHcHrO6Wg+JfabBKqCUPSWjn2K9E36iu74OYZ4Nx6teXrQ3kU+GbPjD7pC6WZtv5WqnqJRynTl3fPJmch6uVwepf6uX2Y+743RXQ6hvLZzfdZxTo8lpYvieWKQDhmE8aiYgbiss3WKJMhRqeZ+ydQMEHDmN2Lcz2U3W8gLIZQygqcicOU4A+Lecpq+M+2cljd/vE7W53/pHOoBcKjkaWweNcDsVffMTi9q5LJZrWJ05u2JWLiNTBIkWIJgsQSaZerjHnkBA3hQLHzH2oroBsyfli5EdZfq/BQWImZ9qEDdZzsxbtOFeAxwVz1Q7STBkAFUDWHSJNXblJmoYCZLDn7Dd98OHMcNl8uOfd9QKuH19YbX15uFzeh7uwAwDyunneNI4xH1SBpDIhrFAbvjOCxZNEW/a6XIxUilAGyhbFW9EbUyr4EpZnD4+mgBFlguTgQYImz5imyRxfLInNkWDwVzWgJqVV2eIa9q2x6oogmxpVq+IwxNBj10/43Rcb0KbtcR4GBJnjizCg9FjlDdjpKKidihaq0YaX7dC1YL22jnvRLb9XWgPinoRqjhnqPGjhojxby53VsMohEzQHJSSJxYdSqPqlGC5pt+UauGOHYL33QA0+dWbQBzpCiE3gf6kOA/xSsCwvVWXxDt+vSdQfTFp4Kh43E9OgNN95z4x7na1syDRz2y3eFUumi6CKIFNHJDV8LDYXqjqShhLQluXvGwZ9q2oZYGisP7LNstxQQh2Y8U8xZyl1yXB9zo1M/ToYX9HmGpnmvPdZPIFTTBD9/bMDDh6fkNxhg4OmP07/DN19+g1obWdu2bA0hqIBizAR5WeQI+opQnvU7iP3D9D6Ll1XkMbNsGeAGXj+pQD3QdRz4BI3ha9JMYT+5XtLXOd3xOp/vFbnUAyRm3N5Ofj0I0SONhIwCZzHHb4OsS6LYxbSIC1ar6BEvKlaiHT7VoOC/VEuCY+HvMxvS8weTCwStD+OGsYApIUQIVO4lwjWtiHTB6lDTv+kW2H5ZD/mLhiNC5Kex5wVIxBDsghmi+uqwfuuwCBOOQ1B973pw73BvP9ySjRDvCkkJFV93zU65Pz3lkRqp4aIWNwHOnTPrwjeuu6GlCYYqCJ4aydXEF0gGbOFP0RgVwWKJU8xISZ9GYBrzFxHpiteHhXrATnKmp28KWaMPZVEj5BAaEEFzmw54J5VfSv3xlb6P5mX/gCna04Qsrc1P7f738MUW2UNsINjYHXzwJZawbTfDP14Z5gEhDngQAmUfRGIxaJJQGNzAg5jVk88CxxuZNJmIA4PRsinAI+z7GQ4BUQe+60jNBs65f54HSO6qmQE58yFBlTFdVFLLY9ISg6hYBwQAXAjqzKlHhsQEt0c4ztC8Aq5woOBstAuTqEwoAGdOz1zvYtGzE4K+UNIxMLyf6iC1kKHg2mE3ZBlTJK1aF4GOX2KyIKMMKxD5etdLsdCOGuXeusiN7PX0OVwAgSfHIn88bEfmczonYfTn8I/3b99b8PLYpYanS6kCCsqzkHRlUq1d4wcUH53m8X8ss64Mmkml1fiJ7HMUPmvMCTAPT+YW/WzKx27iWrmW2mPQQF6BLZ5eO0YOxPrpsP7kOZaA9uRIyDw4f4wWznKH+6fuVU8fvnnngRQYCk1vX9IGXPbr8PfRgKX3G110XnjsuY0MBoeiLPy+pr0Tu7TAJSsGjM8iFMPj879wlXctHE7PKqFmnfRnpBITy++xBpxP/XLLSDKfLMunuzJdkztcHLwPefiqXz1SBGqcB0KTvxb5zvlPJKktlEWL/8aH7ITJhRgBUS8xZ6/RcAhS0clsI9hyg33thHxEzyu0epyN92fSgkZB9BnadtroXyyECrq8MboJS1Mhz8KNbvsoKzWPTajV8n3A71Ehsm4Zfvb684uXlilorvvjiCW++eLZT2x7VolXWwQqGMEaX8M7yynF+oM8858vnv3fVkRQU8nUwfQt2cEkE6eoVHg4IVDDcSBiT15dCUUJ65cVG6eJ0YPp1IgphsdNyf8QP/8zwFvfiIJtDrYx1o5uGvBT3svB1Y/CN0bu+29dmGjeWPNtAFfXOUJ7Cpl+jmnfV1jBKwU0kQjICkAv1T/NYjSFgLhhGVFY4OXizg2mlubYv8Joki/0K1Y9dpy2i4ZFjTP2rNOWDYwBiyM2ZhU/+ZfbpYA1Fm+xXAVJWb7wJaOg/TT0+r4KZ28jpKWgqsT1C2Kg/6uWeZKY9IQ78DcwlS3HBYcw6vWhORv/p9lGEXZrMdNCntV3zJJk3Nyf7oBptDSpxyJYPzgIkTMb3Wd/SZ2AYhKCWxMyCD7muRCGbBbqvyHN3DaBuF5QmeHoaeHp6j2+//RZv375Be3peXzYYaDIZ6sfET9aJ8mf5j6x2GWNnC1e6bNvUrT52ies+qd3EtEXEDvGt307QWanzqcofOCB07nt+9jzY5ZkksUIZOb0wdDv/3U/dZQJHDiJ5pFFRZxHdsBx0Fal0QqlnUIPaptzNkYARgM+w6hAVMMk4xwFLDm82XoYQ8rrmocZhu+lqSzRV7Dbym21aNCE4oaCkJMlO/+dUAZEjMq33Ep1i907cgxabxLuSvUl//5e/h//Rf/+f4J/9J/8pPuX6dM8jclqb8cUqFGfH/XpoXLpgBNKAsBDltFld4hpzsQ3Pg0FUg2AcTRRTcNhK/bWmrpE6gSlMyyabgKTb0+mfC7K0sURi8WZn7eRh8ZIC1pvWAa7nuUbUvtfsc02cNQJIWQwb5zGh6enDYmPTKbPTIlFgqBAWxhs9ZA668/hhz/guIqjiJVNtlkreAPeXGwsAYr7nlxSnAmABbgzZGzqri3lrfkpnCSU9Np92WL0DBYMsb1GxRGgRZjQYKNXCkCX6MPeqGVlFPa10g+rn7iHhcdvKEB5x+0V7waQnWYbqCuCclaVu22nCnP/IiYY+fOVTN0mfnmk3r8e8VxU/JguVOgG7/mwpXm7VHkxCXB9ZY2V//Mtj6bNSflorU1YKVWWixedx0qowQeoMoVFXfgNhy6ztqHtQYj+QviKAo3nSMOOP8zUVKCyHOHHCZrRG8Xl8uwivDH7pZ/NOExchIJReMdv1dU1KGwR2sjI7VWj12MyYyKKXISB/rJT8AYbx0cuEtaiQJMuHorQLzWEg+Ijvf94Z39OrvK1Dh/qUnfh914mHPGgy9+kRgDSBSF+/qbGcPeGskYUeHWGLXCWloJjhuXTCbi1EVj57mhR6C0FP5Rhe+e5uOGdQKS97GmicAsdQHsgm8QOUeap8N2GpbSWVvwmd/TiX95QlPOWnPg6vnqWeSXaAGLo+D/3S1zgOZVP7zZNfWygZC7BvU1eLw2YBrBI7Wks5Uf2+MQ9+nb9Ve54J4ANYSK/M0DgHAggTPDo68PLK6BV4eiLsu3kzDPVwHWp9agLoOmVNv1k+t22zCtaC42Act47379+Z/jPQtjLz2XZG2wjPzxuO28CLARutWf6nmiIxgCXfqofrMQPFD9d8nYRBZVaHa44WsOojgwXdFkTz+agxTSajyELanOaH58CA73E/aIOmfPF9HEAdG8ihnuNakc15gBVagFVu6xpnWKp7KimzYztx3i8UtOfloZ1Ca6korWLYzip+IALN3VRFq+611lDMg52tstoYrKmS2iT2WgpaY7Dx7uNmuhjNvSCSCkZVPzAwEDVy5cziMJdW0BpprjdMVWzbCGXThXFad0fjABYNSGUGxgGgKjiXHBziDGIMTYy9bfcyxKNx/IMmKz1lMyfYWAJxf8yLWSydD8X+BlQWMauOzZ4/yLzMavEcX0DJhzRK4fBCC2S5PD30k0ijTNxWcV3NQ90QVRFnVIWIzRO5bpc1oikLQwaI8oZSpsfw1IlKvFc/0MUffJhXlOa7QqkoAJ6f3+AXv/gF/tWf/ileX17x9OZAsZxQE6kSqyL2kUnO73z4XfyxfiawPDmsoaDplmmXntqJScPkG0XMvtHv3OMrwJ3ch1BGs075sOP244ymYKo9U7E5PUbz9klw6Z99OWTeU0uaRwY8p2drWpXNHFoocidqKhMKA9d0ICrg48Cw6m1kYcLkeWJTdIry9BkNs5ytEcIeojMt+rDIKg+edFEn1sgfakxLK3Ia0O9VAuIdRr9gRCVjl9WQBObOnGIR7maOOnFg7nnKoFqeJI+jf/Tf+of4X/8v/8N/8+DRPJlYieXsDp+BgwjJ8pAlGyyAqBLjITheYY0tBlIZyod6U3SjC8LIDbdscjRcF0nGMCGQTmR9LFIwHcPX9oFhRv8DzkATmPCqMuf7fB9Q+hsgy7fjBorOZw518zCv7DmEUlJ5x+mZVAphAgDT2ACpsL4dB1ot5oIKaFKxZC1AT+ZKIdyuNwyrfAPLSVWLVy6bCZu1T24g6xhECB6zQ0ThFufZ7qeXC2FAx3dB09h1T8RIhFJmbLr30UPsSv0IEwbgKan1sawIudByoG56i4XHk3kyCdNM2PcJBmRsYjOG3DAKIRU0QAHihbHkApGRQpCT0WRrL/Nlcx5FJjPI63kGbB9chcjcPXOcsM+h7s4om53L/KQx+0nnZ3OFgZwrViHmxkMuiydVJIIeRybGL+YmGjTkcsz5C+C8y72H1PHN3FxN+woGbfSQZWcGx31Wp8+Pfh/hbC5ngmayeHp8iffD70tCbiENa5eIUPPpXCi6WTDKvWebxy74fMhsz/WRMyUSAOS8IB+7spjxj4hiL4FmDiDAgaGpdMUvRGa8meJ01+b3d8X78+HQyI9cH1iwAFCiD1nByt5FFHQBoyUSsvxrE4QhySfI1kz02T81hb1UNfb8BBITHJRP2dLe30XpXBXENSeFjfTEVwPYPC+Kr5NMBWj5GpjtGRpShuWk+4Tu/9gXYWKejBX4CZWRgENZVnwGANeb5lKpNKMEfD4sNR62Bjw9qcQ7DvXIIGi4m7O9MYB+s5w/dqB+2StuzHi9CW6H0oIDKIDlLjX14Tim/eLGti+5AzJkat9QXT9yrNaqQFWrxVIQEGptIDuQ8NwS/egg0xWOLsABcD/w/OYNvvjyC4w+8O133+Dl9cDrX3+H/aJeMJp4mnETBSpECE9PG7a94Pp6w+1lpiNQ22/mtnQLYbDAIr5mmBmSiGWorgQDHNx7SwTbVvH8ZDmdWA9phuihHG1FvapaiwM71Tv6wiv0cKbcyY8iGsqiFV/dEdCSERevoluAg0N+87gZ+M6AeW8VO4jd9w1+aNgjSgAGVKpsOEa3PUyWv2hDKRYOJ8Py2wC1Njy9Lbi+XiE3tsiTDdtWTa4KSmNc390CCB3Jwd9ZldpsPOeeoEAEFPRiS/guQ1ChIT1EI0DUuhGeni+oreD1ekBTM5jXFkETZdP0tupjgqYavjZzdPne6kNzGV0o6fP2n+i3JFoh4MQC5/72yJhPEIP/ti9mS7NRTCdhPZyqImjN68dRrAEBVlmvK20mm8A3STEG4IZsKQVbypcT+nHSGQoRxMvd6W3TpnFANBcjSTJL1ZBi0zlz2wBYqhpP4ebeDlaZqjNKUXBamMzFrKBtF7z92c/QfvMb3I4D15dXPAHzkBsCEoa6tIwPr2eOEvlUASUC0MwJVXO+IddDcxzlGTzyvvAApM5uYNqtQbhLx2n5ob/TZH7+eYExvTGJHgUoz6mflJ4nV24/rDecN0zYF46aS/xzvYAyDcRmPE2ltUecmI2lMwl6ssqe5O+D8nIYGJXn4axX61dnPYtB1EDlsHQsfqOFarreSgVcVH8rRFr17a7vgIf1ur2abS8WBuPARk/QfQFrW/tUW0HlitF7iJhpO26IoiUxl5+Oan8yeDQGY4Zj0FywVWWNThNhTjwQDAPw0zQyu4ROtEp3RgxO37sCqmV+GdPtdRrUc38Q1ijjtHwiGssYJ3F2L6XcNkaUcb8MlUAu2Ml1juki1gosOZUmTYZn+A8V35K0ycAQdTO+XJ5ARLiSeobQeIdWK/oOyEGaONkkpICBQQYOVdTS7N2Hgm91zpvuQ9FTr5JOoeHTTIAl5QUDYs8yC45xQIYCTNu+gQ6lAYZYmVkND9u2Bmo1udKt0IufqpPPPq2JwDwJut7s6Q+Locg+96TrIhVAVeCKDLByr6hg4vcbwJFmPQ1x7xrAXTmHlW1EKfquiEO7a2oFbOBIvm68UuRhDr1iZv0CFthuXgzfDBKl512pyiFaURo+yQAHlmwDPup8tLGEx0AVQCqC0QfcdyUDB488lT6LSwS9j4jh18ogBds+aRkYYBmaeLrMU66AJDIQ581CjQ8HzMqJH1EyYL3EuiP7qlwBpnG5ljNFTJLxyqJMoCWNNPhs9HMCIEtf7Z5c9cT3evDL07ItQ/3QkpIpXTGQ2XcEna3dyDL0b0wpPh6sfMRpulStnUeiJ91eseusmDifWR5/ON4s+P8NX7L+soAnMHlGLs+ML8JOzOEgpdOru2YjZLFYghz3Nov24z5K33k/jDbltLcx28mfu1y7p6FH2rCdApI9Y/Lxg7p1erfLBE8UDC5WTdTAsk8BHn8Cl8sAU78BPNDX01Al3ceYoTGu3oggQoB4ALcro1mVtNurhdM8Afu+oZLgdjXZXRRsevP2GYMI4zhQegcPrXYlYgm2EyDULPwtokBlev2XMr16LltDJ8brlXG9al+qJevuAHg3+maxEDWvluQ8VJXww8pwbVvBZiDT7fYKs4UwuoJqVBnbXlFbA98OvB5AG0B76ih1R6GGUgbabhXByPmpRPiW26z7lk9wdWI9/46rvKMD/VXCzilFvbgauWFSQRUYhybbrrVhHIzr7cDYgMtFq6DRAdCNNF/mZpNq+TPXasD6+qO7V4UufIAiBaHj3Y5D9bK9JXmvB7LVPEh88RjQ+a6AdM2dWYQD4dw324PMFspHKJYigK1KsBskADThcdN1OK5a8Q0gjDHwu78SvH0DtFZQScMW3Q5iqNrqlQDDGSvo3g6thlbr7ub1JnKgyxSxdSvYnzST+3j3isuuc9o7IA/YlSeQ7wZyHiPUbI9swfMT8GUFvn6ntJtppRm9965j2Jp+xmPmavIIHJc9nwTS/y1cIlYcRQCXSFwkkpvX2iw5vB/wWsgja0indEY1jwfN7Tn1HMFMFaI8fYY+ukHvbxUmlDYPthcD+MGaySLbTMcpgsFkxvDQZ91WMgCJIktVBYl7oDcI6yKWUi3yQouq1LLh93/1+7jdbvj2m28gInh686yeV2fg5r/eQviszPYEccA7D5vT/YL1/vjchIEnsLq+AE29CMWJj7sRabcXuVJZEKh5N9DGXegsKb4in1lqJePjU66wnR70Pf/eFy8C/UfaRwJB5MC43VDaFkAQWQz4tJ/m2IYDimK2GLNGDTkOYWA+cbd3KL3rlHYAejCRnO2SLXY3yPQbTUGdR/TQNpt64XIYmD73tARunrplwKyH4SWAsblHtk09BgePIJ1sh0zGdN+lj10/sGSSu84/mjA53WfILGaIRr7yxGfDLTbLI64BqATICdHY26lWPlusZG3Btm24HQfk6CrME3NiEVSaGfGIPVxMXUGkFBB31ECqNY6auEZivVoaChWVsyI4+s2qUJ3Bi7mQXv3GS/iJyEzKB1GXPPM8ihOLSpBhzDshozyGJS61UrMG6HDXeFk9WdhgNdrQNsHT05O6V48xE8Ka1SeYSr8bLmrImPukADM3xqdRmpCHsjrAQigo5pWkJwNW7BograwgQPTDE5qD9STMTy7cu4gICkROYnrYj2rMZTV4lJ6HH8+6+RU0+JFxOQMBRYC7blBB8SRuIpACDM/BJDNJtobR6YYlpqUAgl+ZNa/eVPp5KSc4w8BT7yARYWttAeq8FLAnA+fBINZTwniuQE9hEiMGEHTJNr7P5dp2LYHMPL0ds6daKQvHj+fImHLx5HQPAKSYA5FF+ZzPGv9wsAc0ydDo3YWUkone78nuiq2Z+EOxT6bhP985wd+Pzr5wnHr7ibQKPRtH6u86VF7BDVI+6mcyH19yE3cydZsThPx9vV4uItVTQlE9GFI9iSBZAnu500H8VQ68iTMTGwB5V3K3Tl27B28f0MXpheGFWQo8X11WIfwl4Z0IPxXNeR3cwCEQaQ6TZnLrQ8BtlqM67xS0Ojn1VEjnoFwxPysN2S/q9Hwaayj2vPKmKUPWGTxfI8KEZ84tqhZSO8Yn6eSqSxY1D4bgn/yP/4f4z//5f4b/6v/9L77/4R/pWqVPqPiA/e6hahssgbCvo+nOG2kIWj6/EGvIf+9dn9svwO/9ouD5WSt+vbwzHlmB52dTpIvqDnXfUcYIQMlZkRe88Xfly23FbQPak/6sreK5Vi1gIYxCVoGtzXYgQD/mGsvG2FsD1aKVSC05jxcL0ZQ/ahQOJqCLeagDby4Fz8+qO6iMGxH21Rpw2S9AAa7XG25HR4F7h+qepCjUYQCE8WoW9VAKoAXJU9fG8CjX7GDGIV2jRYg07Kvqu2pVA6RZm9drR791lL2CWXB738MLv5YGomIADQcH6d1AuKoe3x7SC5hXUh/maasy+mnf0fZiQE0Hlbl3j5uHb6ju4roJQ3BYJu2nL57AwuhHxxhajZfNm6ebh7qGXGzYmlZDYtNDL88XAIR+dFyvr/jFLxSUPA6OdDTdPImozHDHhcYY6EMilHBY3io/03q9KkjTGvD01PDmecfoHX0wXl8Z+4Wwbbp5jGRmZUJa83ExW0VB22u+MUdXsKrYnnQAabP96Ck9APMK9CgbzxvtZ7NGM+O0j36sy6s93e9rwev1BiodtRa0UtVjbttQasG+2TofAzIs5iIxsmqVAz3cbbAChYWaqTerLAtwxEIwXZYqbepBve5t6J4wIKAWjcWdnhyeQ81tJwLctoDqN2Fbjg4qBdvlDSAdwh217WA+MG4H+BgoteD3fu8r/Pmf/wavL69aBetyQb0YT+judvgDL1YvQE2vY4CO8CTsOnB8+y0qv+DNpUIp7gCufVY0CH0WcMAumFIG3YhMIBQ94B8D/PKKMhh4egJeX001sX6MYe6hJVVG88VNIJO/wJ8lAHgP4Hne6wJusW1oqkOOzsDfn3/nqdRYZEiMB1Pv0ffQnAeiqMadZgmlFMu7Nj2JyIWqdZBiLqODIYs8Oobu9CWemz+YhitjFiF10p/8QM4LLuWDuxibv4bmOrvOXqhAHKzlAgZDhuYpFtuMeU8TFbSNIIdYsYL8nesXyW75xOvTwSMZcJR3DhOgFPaVFca1gxTJrKkQSivq7THEoZAQ6jrvrIa2H+k4b6mksYx+hGXqNwsrwyFnRBKaTyFN+OZMJhsExsYgy+f50rhFHYMxWhppxtMY7SeLfF/+YkRcOyaBk30ugmnkiykEh5UxLQVbU8+YAYC5WrZ59arw7e0x4cysFcJAiHIscMOKwhtmrqVZAwGieGJzQeGCIrM8oBvVYsJnAsru6qf3FfNRppJOXPnkcUYz+SOoBnij7/elMCO7SMzTkhPD9y+5AugzK2AozWQPJ3EDSzIjmt+tFLyu84IaG8MJYelGK5xBaH+Czjl73onGjRNUozB69Th0Oa0X6LRelDrhTPxBf30mfGxhcEYbuhcU8PqAMDxryZ8ReFSoWC6jmaj63tgPAo1KaiEjXOg84Jwx3zI9KrKxjzSXH7qq5RUqSCFWpNUCZ5gahbIV72ZWL0SYl4ntz1wNa95swISxppk3eoKhM2FyVi6w6AV5utyTk5EaxXov573/EcDgHFal41PPodg3FlI4Fv4xPXN8NbRwAN+HFJ/3g38mD36P+ynxR5U5Y4zptWVzyMJRmSaTCcHn+dEkni67Jegnwo7zLR6CZoCU81m4kiGxZP7GSe8ylQ6fsbxPHyXxTl7ZofNJApCW+dIb1M3a1vuUH272HiDj5eJAADnP5rVNE9mQeQIIA1cdLNSJ4wjXcopyoE6AKDH9uV4Vq8J1JsWQj7KwJUAidzF2A2IAN3pNGR0xZREu9voKlMIY46ZJinkaywDwfGm4XHbUVtFFTG1ShZdNzaE2+wPMUKMll0zythcI3r8/QkYTAZfL9OYZg3FcgdsNKN3yyFTG4IG9Tk9aHox+DGAQLjuhbZprJedgK6Wg7DpJLHrA9XJ0zfVUgJcXAOU9fvazt3j79i0qVXz39QsKSdB7bRY+B8nJAzDMG6lWO2xJgpThz6a1Mw8UkGB0BpM+N3o3vqZjYwCH5dhQDxvzRa8VrQn60TVlQe8QrqiVLExMsEFQeISXFhNi3NwFLB0bFbSSUkJYjkc/9IFoviTX7dZ0BMaTWAwoEpSb7UfSFAP50MiOSqytAwIFyDTfknocuV7UWsPgDvjhKXSN2rPO+jF0zp2buIo9xAAdo39qmK53mJ+7rvz6esVgwfsXwb7DknfP8Erv/rB9xoJZNZAS8OPLzQpuHaJAEQThvxK6pv8OC3lL7klkLxN7yFTC+xyYP8JV3aPVdVWTI5UKpDr9CG79wNE7aj+w1Q3bZUOtFTXAXqWfM2+PkDSZB950EkAR+kaPbLAaEzy9p8+Huy64kg1mxYD0Eni1UcLkHTw6aNvQ9iegF1DZMG4vKG1H3QiFO4i0XM9Xv/oKzIxvv/kO7/7yz/D8/Ixf/vpXwBdPGN9+h1KbeqCXOpm2kIEvZgAUA31urwgKckJzInLmIoL25hnbEBwvr3j55hs8V3N0EEZk3i+URo1VMfF5EUcr04ZhUaKuYxLynXKU+2jKpMvlmuZe/D3n9/+Ay9uN4h/+XrrXP1xfGArcUQw19d/5mdMJEVBL5DYSmd60SktGs8WTZSd9hkwyE9JJTtZfkr7hawiKtZ28xDnbBIyE/ViuILtnq0zw3ESrrakhvHNvkjAKynSCeaCLu403o1VM3xbBAFCYwwGDfoD+9MngkZYhVQSS0gR/UF1OiJrelxiUKetFJkMh2ww5L4LqplNbnyewCEaHUjWxILmyqQqsh0r5Ca+Hg3gOHg13+AALd0I0JpCNurw9/ARZhzv7Wb2v9rnY4pRa0qzNf0Mm2CMkCanV7yUvroEuTIamWnJtOJoJhFeTnmKl9ghwNEOrjpVYPy8r690KcMY8f/Q0KYWBBHiUXEP95Mo2QgzD1qpEJwTVCZgojFn1SZKIQVeXcZf2ZsQSQFwSiKTCoWCGVHolLT9VETtuFWO84RUXwBaFofgR3GjShsx1jzUpnu+IFxdJ9SyjOOEFML1H7FQVkjat74/0rkchVUEewMJ4vu/KCqMnVg95Z00+9HIIhjwVws/lokJmOCpf8jFMT6TTdbfGKhyz/HMOFzLpJJfvucH6Z7AkKMBabQ3F3b6NzzEUICmgyfix/qT7Dq/j+D6ajXbS4GIg9w+6UeC0OPuzijN/cvL1ld/PL/3fHGDmnc5rQ6qEDuCEmdo1/i/LOPz3dSxiYwnwKXutphFMsAaBU8SzSek6q1e5le/dfkv/plCXh6CTfkagMC6VpmdfY7IevHgCTadWrQ/ZC232JWkdacoftIKYHQ+TTDI73xHtlmK83/3FjFY+WgEPmCXLrXXnh3BanCeSIWsfNPU5XZkCXFUt8MAKmCwAthri1JfkJJuNBKqBiWWStia6xUx4PXSdWlHgqVbC1qqG+ZJ6epGFNDXzAOnHDB/yaIUwru0g2iManJz6gFa+ukrcOwuqaPlvMOPAHIOIe3swiBRoaTWFl9cCavazBGeCFPUmVqNTwAY8MAuODtwsb025Mq7XAyKM12vH7WbJw62KFoZ7IyZw20iTx/TiarvmR/I8R4B6VLmaSKbfhV5k6RSYBUWzaYfhIhYGJlCPUPcAd0f6MQTddLdNqoFbiNw/rgOSCKRrqWZh0QTVwhG2DVvb223YAauHgK6e1ezpBkIPIBOJgpeXK1i8Al6x55U3llpinJ6rcwwt1c7MGP2A1AqCV2+zBLWTwU67tave59UHx5jftzq9ddRMIHj1uSET8BndPc90XRSslAU4yjJWxBw1bPO5je/eR+4l1GUCVPC9mmg79ra17ao0bK9EInp/lu6f/TEusj3m4QEEinD3WmtEHDDrevJgHHJgiHrH7XXTUNKTfXY7bgBgAFO1NBGad4YDEVcZEAa+pwNZZKJGgbiw1ymcnnya7HfAQ/OFYJXTLpAx4F4aqlu7x8cAkQTOI13TVqgdIEDkEKtGm4S2N5Ra8PL6iuvtitfXF1xfX3Bpm9kOWceBnw5HVEwGPaby6Ax8kZb6u4UeMdS7r+2b7ZEOVM9F5fef9bf0HmASetxHNrXZa8qBImvPTxmzoBH7Phg3Yl0WW+ET9NC7KwuDpJOcdT8FgZx+6kkHP0l+R3aDQU+QEpAAEyFIdtkJDln0Gko/ToMMvMC/0zFIdGveH+GcQOhoqntOwB/IOuk59QLFEpLNVYCyqVs5ykp/qtddrdPBYfTk+WS8oP7bAI+EzdAprlT7nIlLHOQFzO5YqRVbS+2gM/0QiNmQcUb/0EidxEWl2OGnx/yZYgsJoUiJzCQ1oQka1ybzfdqKJXQs03sK6b8LQDZUElERVCpWTcXC05YQI9O4TZBr7qZuYAmC6bG57s25WdH5c1hLVlzYQSs/FQyebe8thCKTIWv4DDBA0beMbqoHkt2/MBcFjiT/LzbAFCqACVwzI4q5X05vHUNaLXQm4rF97EwYRJpgmhzImrmThNi8TxJwNKcF4AFmVz6NsYgruCowB2y8HwBGgv06gJeU9fUO85hwV3fxscFOdw3gYA6PB1oYvDNy3y9rf867KvjW91wi7qXnngGUlPsMDJ4HTTM5uwEgn9MJP1FBq27oS4CnpbhJNgV2nic3xnXcljzS7nUa0qfWE7NlH/ucBO9O6xi/SvzJYhUVbc2YkuF4WsWzauBK+6dc5z7ft3v/7frJekcGVdZ32J0+1pADsftCyOm/eaK1zmiaPQN9Q14vi2bcV/wE8lHf0332nSeMfJj4wrtavC93O2wZ84dWwelvfdzpie7k4eO3mHSlydsey0DrBbmS4oZpkkeYa+372JUOX6bpZTl5dMjMUG7W9mA7BWTeilhnLQxQz8dkStsEq51xIozWu8l4NDlnAe5TLXP8d6D3Z3ZlVbSc/sXndpDIuWw4psEZOeAZKBZxnUmEYGEyWUxL9hYitFY09AmWL84SWLdKkdcoypy7bmzAEgMzQbEtvsozYJgwojLf2bu2V+scTCkzATcLIENwHN0KGrQoMDHxY3PND2NQZ1OV8QlEEygAJPf4fXm94XolHNcReivBDvlZwMU8pEW9hfpB0W9my/O02aEPC7oF8rbmlcsmvw8vCiPMabAgeJLrVX4CPAYrgCRiuX0QoT5uLLjO7XtdHRQYYl5HgDnkiICKhHwe3DFuHLYUkep+kScSU1cX082rnn6CMdA7a9JzFnDTg7lai4KNRJro2FeDGd0Ah0g5AITu4AD9oubbe92WreYFNJzeCKCKyCNZKoX92IHFc9JSGwIE7LvpLClPWtjwCfD0dSkFkKr7qaf+uA+sOzs5/ZSgy+TVBN23tTgPNBYo813+XP0M1CfNk+LFdCiAOfeSA4zuSon9pXmnhq4zDdw89Jo0l1Yhwu32CkDzX9HlgtY2Fz/ajq9JUTtAbQHBcI3CbyaYDk1w72sgHb6G8WwDIpgdsWP067QrgnFm8LSA0CG9h21VinkpAQbgzH1basPz8zOO24HjduDdt9+htd2SWdt9KRWF9udOcZneK3Mz3/+jAgzRMCseqPsG1Ap+vaK0HcuA0w/kuYuPnOhjgibxOzELMMMwMHWkyCOZlD9/Lld6mC87f/Bf40pah+tABEQMqBA02zTSPJ6bcGajN1FR70nhWQwq875lSybe4Hru3ZeU+nhWPy10V0JJSbq0zNVOpG4tpXUxO02WDtn9eTnMu9R1M+3aqcfiTgipLz72+dQHbd9H16eDRzLF85zM0+ZI954+mrRqf7v3kfsAqwJEy0AW4OREG3EyHtbD7F30UFTLcsNh7rmpcAOOBGbQA5o0TgCgorQdpRRzKZ4AEruC4G0ch7rds7lVzc7O+fgE3XZ6hfjfaf9HQ8YYieMTQS7DnMYoPsP5HWXyDQcUCmn+nVOHxVwpGRpO6FJT54zi3RM51otdSPo6he6o7q5iJxjTA8mViQEGQWTAQ4Wc76k3CUMshI5NixYQkBIhz5map31FPAB3zlGctlSCFeWaChu5kMqxHZghLUl4iRhjqhWVRZW//CbxPTTpcO4FvZFYICUZuljvWz+NFX5w14cuU1qdkcRjH3p2AnHFtB0a5kX3OYFHFtI4OidhMPdyOTNNu4STl5zNuyecmzQ0FWwkYJFMWxUMUGvBt/yn87M8vxN8Pk173LeKqTC673bvJ16Z4X7wnnQTJRDo9FweW1CdYO5fzC+mwLQnP0TAy9cT0CDry7yF4lGvAKjJ+VO5bToPNvEi0jYmgHTfh0fjjXG7rI1nRSuiZTYJJF6bWsjPnq+PyAJV5t2gm53x8rO03Dvl6/2wcp4s59swAMnlCNIC0+pJJKkln06xku2kpZ7Z816cpwNn0NWOYwIclOh76KchQ9bRfBB8833+mYNGftHp5/n38zz60pQCXCzXkXtGnA3SkJPQ32uKojj6BJ2cN6knpDaUE84TIRJAg2ZSYK+41gXgDtxYv9t3BVgAbcLzG3kibRF9f2szBKw2ay+F8wCwkCkGk/6sQz01h3W8VEtsK2KHPbr2pqIoxdm+aRaid70yuCswcLkggK1i/N4BEbbch/2GmZ/GKsWVQqitAWOgcGg8lidHe1/K0OSkVcNb2U6+M2mGXDCvDCLC9f2BY/QZTpBUlGEpHEolO8DVfUsydbBMQH0AjQEU9Tb7/1P3Lz2WJMmaIPaJqpqd4x6RWXWffXt6eshZDECQAw7IFQECsyFXBP8YN1zyl3DJFTfkjiAwSxJgk82e4dx7qzIzwt3PMVMV4UIeKmZ+IjKyu6oy26oi3f08zPQhKiryqcgnbByHbWkKvjW3/SwdyLk3WR3qUoqmM9WCrd/QCMDQg9Z9B5aloKKE3m8AOA5WoeluIsqhBLWdBlsVZT6varf3EGCouL2YzMmDWWk2ksuMApYzMk6g83W5VO1/EZQiE6+wiCHnmMx+ad4HHDgimJN0argIArga0AwlYx6ItRuFeN71ORVP/hWvfe+oTefKUyphoKWmHnbldDUC9GI8mdt9x9Y37L3j7d7B264E07VYBLgYn1LFshCejIdK14VYJKSgUMVyMd+qq2+lAQozsp2FY0/1gjffcjmnGYDDJPj3MyXEQXH699NvJOpbXJ+esN939H3Hy6cXXNcrnn/3O1UoBwI0AayK3TE/MQlD7HH2LyP8XJW8fijY3ZYFKAQekkU09/YLvwNeCCnAiHx45krQ+E1VIZy+L/Ef64tgZjrQ7AIR8jHoL7rINv9sFCdkVqyY0VyjdFy0/lOQbD46IrxD6VtqrZAywVGIBngoTxbH86fFialnxaLMDtHr7y8HztmCLvR+FP/1+Q7ZSz4F2Sl09mMLYH5utsl87PQ/xwyL7O9MOWd2ezL5oG5X2b9fYkf9As4jPWHxMsHn9/RHXhwAZeKmZAmFQWlrLA+smHDQYdEhGbf5JcI8ndGzAX+mnjBU0OhgMPrQcMtWK5a1olTC/e2Owg1s/5tHBBREtt4vJ7eW8yS6QwJJCk9DId0RjGS1b50YArykOgCrPkKTGBrT+DtctpA9ckmZvJMwlpnSU4qPIA7cK34CkYU63975Rihek8P75wZ5JGRgRwUxtmzf96pqOkaIND0HwvS0zAyNRDImYXFkwbDUNKgy6N6wsoR+0vA8stMFACwYxNE+feYJOMKcPzd4DlNmY+yh9twnIayRPCEI0jytDQdx1vuc9EPO7z44FueF7nP8cxdLIuc+ylAx8NY3nFCjNMXc0/v+ffaIP9clLMqDltP3zEnmwUp0Tzm/f65jgTrBxIRS1Xot4dxOUPvR2M6IubkaQsfZCQnhqC9d17keze+9Wz8ZPP9Go+k0Mog0zXffp6NOpfT64Q4CdAqdFF/yzaf419MYxObl+sEBaRsfzv12L8DtkeOqON87xoj8LN7n4dDrZJuJHl9/i+qNPiVglBzyEPCQA2/al77/cHHIz7zvrydDKCIv0snpPCxJ85fvmtqbuhCyLGwGfI4KAuyEXo21wfkQYrZ/zowcVe7Xrmx8RjuP7ZvtPM7Tt5ox/zEBR4RpYp+Hz03XbdetW+MCjES7zIiGOHBlHBzUABr9xqRgybYpcJKXPMQ4jkpFL4zXl1etpmW2cSWA2nyukG5j+5tG5GyskR9VtD8emfH2pu/Vqs9eFkSaF0ELGazL9De0Qpi2q7VFCzcIY/QO5oHKNr8GLIw+0DW+CUbj5L5BVOgKP8gOgsRAJssqCxoSJwwGBGMf6CxYFsJ336+433dsO6MZ4PTxwwdQIby+vun2yMDtTbBtNvasgBgVQala+KMWtWGU/6eaPtc2tVpRnCzKnYSi3EAAUHuPNZjBeDJnyEmBB80Isy5q5vTBAU6wzTs7zfM+wZXr0xVMjNfPn0AELItG2S+toS4Vl+cVY3Ts+477raMPJ3+dyowKoXABk0YcQQTLsmBdF4w+sPeOvndItwgj/2ZW/9G3aS4Na3fQB/nnTJ80sug8Tz+yIO5qstX7wN6nXogshzJNW1rg/qlGe/UE6qTtqjg24DdLZob9qX6qKIfysLa4P1ennxpz8ltQWV7FU2VVAc9uKa4LFZTSQs/0PkCkEWx1qXhatCx7v2y4v37G3rtyWnHF09Mz1nVFaw2tzbQ2Tzl3x1ZE0LcNpba59XnbTpvsl2ywL10lgFsJ+ydHLHG05fBU3ZkkRWN42/eOUguuz0/ofcenH1/w6dNnPH14Bj09G6KeGyCqsLJBn1HS4KuIBx2U2X67gcdQkv2yGKhH8x4/OxYnw44ITu6lQAKjiKgi9EAJP1kIJfqVWzsS7IocKQLr3+dykCsuXdQxf4Es53bYRoWkBJHHxha6QLmSqdgh+Aw9pCIoA5Ai6Nvd/N+iayP8o6LE8DI0hfodFYbO2aSPOR5gq6yHY4m5C4u3coI4X7iyzeTrZ3KfSth37753wAwmUJ/nN/uXDnZ9y/Xt4BEPAwgJwZLq/2QOwiFsPhuC5nBLJARbw9P//G+BGfzZURXB4A6BoKHpQMBDgLXr6rhbbrYI+tiAUi3WRDB2Ni6gErl/xawxBY+PJ6juHCr4zQ8GViL9REwRqfFlABYoCOHcYD+e6OZnJWfh5Cx6Va0sHMqho6F3xDOKhArpyVGBghSjpEVgqXq2YZQybXsnq9W8XwvthCWqkX7II23m5qnKhz3lp1g5VR62IBL07oTY8t7Yd2PW78ki2O/bfI/0xPF6ueoYDa1KUCqhUMURTD+HGMIfCpEBOQYnqhEGjbhCzAE9+Lqe+vn8zIV8HNtHy98jwlhYn2MIt0AsQK1a+3K7kBwsSq/Lw595o/vZy8Y65tPXXgJDpHB6PuLzY8wqOL+V6+3tjstlQWu6gTEz+gAw7mitzWgiAC7HcQaQNmMxokiIoKBY9JilFxS7DyYPTQngY45fgZHSBQni+4toAsoz9dQ2OUxQyd+L/YbOWuBnLgHeReTQ8W1AzL45R5IRWEiJc6vgSLY8vVB31CjeNvBCjlF2ebMMJJnsuV8apy+8GpFOAc4lg9QbFRs5TgdFpGWphxxSGh6BeQ+fnt92PXgGk/8DbCh9ho9vQV3EeEII1CqINUKCB0ekQjTGf8tGsW5vsRn3AOSzEfPomp8LPhT4WKpMfpUj3HRL7BOxf6T7+7jJsSVh4OTx+JZL5Mvt+Q1cTpg9ENk1ARJ5sx2I8c8zgE2ApQM71NbfdwQYUtPQFIvkcTJzgVWyIgVAarM0sp1xxx7Esi9vu5Yyt3H3gj2tTXLufQf2zciDrb3PpFXbmtFwEBQs2u+6xY2uYEY1J/3lTXBZgKfnBdt9YN+V1+fSKuqy4HpZ0ZYF3Ds2YvRdUFftRKjpqlFCpTQMW/O32x33XdRpTxElg6FE4BVYodWx/L1wL2w/H8zYN6BVQu+MtjTUqoVIWmuobRbyqK0q5+IYYC9p/wS0tahdRRq5w4Ox3e/oXdAaoS1qn1IpmpKIAeaBVgl1uaC2imbRSL137JtXONMau8tlVb06FKjxoioZ674+K2jjus1ZLauFhvWbfrfvO24ECIvyX60LLpcLVosEud9ueHn5hPVyUfx9oSAsz1HHw9msSVPg+2D0fQPAqKWhFi1Y091OcfALKkTMKlNi8rz3CQJ60SdA7dpukRfuuxHp++bfpQMLS7OzqDH/LDDT34bJqnGlY98VtHWi+HBTHmydHoARrzuoa/50jI4kvjD7xwyYafubuQJMscuzECY4MH0Tf1+/CKzrguvyPfq+K79XIdR1BYjQWcD3XbmsSsG+j6CIqIaobbsCxGVpFs1LD/fho7vpPtRjaxvwVElY+tBcIxGBYTQcRJZWT/OWDh4VuMMt2O93tGXBZV1BH7/H2Bn3+4bb2w3X6xOIqgJGJd2ILNMh2gvL+R3vlVD8JPD9jpfPLxAGrs9Xfb13HVfjb53hidP/zr74QUAdIbXDVWHVXfCCVLNUA6ZRw+834higP4Ptr0Zxkjld1ATM6KMx9CCtNYCaKngDHuHJ38n2m/eGHi67UrF7Prqmf+5HOV4IyQXId+/Tt/yRcrJzPFPn4TW5mN0CmiCS+QUh7/JgfqdODSvQFethaE9Ga35PP/AA8Pr56xekrbmjlZ2I82fyoAE8dDNV1novHV+idHV02Q3RoFSW9wMe+mqG7aqRzYfNSCs/EGB8M2SCE2asyxZTCEWBlrYGWTSMKVMHNbVazAxFOw+MCw1BgQF2y7DUw1A538zsifuEmctoOogRTmyfIdc3VpGrWyW17Ggq6X9RhwEV486Al/yClmst9p5zGAkGQKzAEc925KgHvf8xfSs4R0jmeMNyS4vmxJNFO2nVDwJIiTn3bdNKJ1EFTe9ZakEZ+r0gcrQoLnayYRYjW8+LRcEh7dfkryFIVDabc6ZklTE3IgCsQgOdIgvkLNdHhNgXnG5IuylnVcLHte7RLtbcUFKwkHGar8dbMsf4wfXvfeJOrpTsz9N7GnlTJm9W9JEDPBpfUL6/xiUWYg24ovQIr2GGUAHQ59ojoJU2jaT58rwIplemMSBGuOz7vsTrHJtLgMB238N5QAaK4iWazyYgj2oAR6fvfNOY+MYimlJQTiQL0Q5jKI1Uomktnowb0wP57mHDiUVNHGOETOO+21BjzIke9Or9KxmCiM94kyBpjM7vy6ELhxNQN0QfPDXfz4HiGU7sfbalbL8c+pfHLkDed92Kte3pZDH2p/HQtquOZPKQwKmfJdqbjFT7maMWHl/pe6k/LiERjfjo4zJ5TL6kioRn3n/+yExXEbOLzv2WaP/5PU99UOdZgsCfRfCf/0/+Czz/7iP+m//L/+1rnf5VrkJWsclSbRhqgHnUjr82zcLjee7W05KERWikv4vd0COGQNMZboumHAEIm+V2G9i3oeCV7aWHKmo0f3dHe98B2u11lwUzC3oHtjc1NWrTZ1qhMAWwrsDz04p1XXBZrWCJCPZ9w367g8fAsnSsS8P1csVedozXtyjRXhosxaxa+lqxc8xtjlhan9sAsBtJeNNoCicPnwfZU7ZaA/ZNDwlrs1q0QgCKVr01Quht1zQ49wFrA2ojtFbBDGz7DmyiB3u1aGoXD3Qnti6EvgN97CiXBWWZNpAA+pyU9tBaw5M7kVCOKpYdRShIxOOEHoRlaaFbQy+Zg1BWtfEGAX3bUSvh+uEJ16cLqlWX4jGUqHdZNBWpVoxRjSMHZtNXjDFwvykBcW22BhnoXTDGjvUy9a6f1guVsGuPADGwrMahZqBP8xQz0T3juij6yX1oFFzy4VpFFLgKvqqhkXFqf87PVvM/uwFV3o7WFGhndv4oROVCb+NRYvS10vTFZSAKPWeVJfaa+6+/FctJ93yydZ+dUgTIh5J18zHCV/dDI3Q3lM6d3967pkwSoY+BdVnQe9d5vFzQrlfUpWHsPe05eLf9HSNtvz36aIKUChA9vpwXdxyiktwOEiAKNgkDvDOwNrTnJ3wvjD/88x/x8ukF6/UJ9bIiqgl4FEwhqH+KqVx5IAp3uB3kYWtFACbcXl/w8vKKpw/PuD5/0PcHA89X8Ms9FWf7OUmy9z0H104VxCov1p8NgbNsnOmpvr+9I72Aob35c2leJS0k32xKmWBb5lcisnC/Mef8aDyk8f1C0+lo14RNeL4ktT9e8td0c1Ng8BTue/q8T7HbguovV4jyoKhvTprKqSPD8d5sMh309UHhPAQIz232oZ0WxDmyLrpl8ldgvE8BID0Yoy9c3wweKUZj6UWLhnUJkRH7hSUfzj6zE6X6bj6Fyo1JOk9o9G0a7o+UhcFHZkPPmCV37JgjOFYnrQIsJdrHzKjiZlnWWva3G7aGSouIbeZpp4mnitvaMflsedlnInAWjXtxYXswyoEihnGNmYuu6ZYaFeTVxcLPI69+oY6iQyO87xa+rf+cIyA7PSHspIj96Op4Mw8thy2CMbrOOZIqoWNkhE93LX4yLTNHOabfEX9AhCISyv9FlRWPBPNoHgFEOkSqhRkXsBRUMOKsNgM0dBxjB2Ji/sLpr6Es5nN8jfLhDo+0j8uby0mUnD7CBvbZvEmSrQ97Zji6iYPr3OavXT+zqZIZ3arvJ+joPDxkgJsD8wQFK5lIQ5nNKipEYCb8q3/4B/xv/+v/Nf6P/+f/08+37c98zbRSTVlkU55EgnVdFcAUNeBdyZZVIxK9opP6+xROul7HOZybyvvnh4eUSs+qyM+5o+N/7P0UWfTgyqd88yYPPgeALAoQ9nsxKSwBWj0aPKSNKhkJNh5+VqBrQ2bqbOyW+odA3ztEdPl3XNeETs4deazfp3b9QmftGn1WivL/caRLa8uFJdKjdaxJD6mAuQYPe9FxX5r9VyLb97wLcvhw1o/A5EZ73IfHxkC2v2DAiAO5rpU8fjGP5bvIxFPz9FPn9h8NLSK36XQPO9AgpBsy3t3ano3QW3nPlPiX/g6baLa9tap8ORZx5c31iiRB6gud/2EAUq0aYtKWbw+o/ktdVwCLzFSrBbprVWByqMoxcj+vEBPZ4DEamb8I0x7vQz/j1YQOl1jFM2gaSt81CqItVtEqHTZ79NGIKCTC0qBVk2jukQAOKVJa+hdRyKdgRl6sa4m5EYgdQhivR60mlwYqdUbpd9AiaK2gD8HeLaVy76CuzhBD16SchNFuMW3+Bkh5L63aD42qqcsELvygysEZJ5QlaHRM3+cYOH8rzHahqnbNYA7QJOaSCKU1LAWQuwJMzALpOwQaZV4sP1EPPay0vU1yHwP7tqOANMXPhGeMYUCL7oFWDyTW1+g97LyyKEny6AOlNVyvFyzrqvs9s6a9CWPfd4wxsC6rHtDs3cakg0QjtNbLavJo5NrD0gFLwRhsMjIJvKWU2J9dzqYvSFia6NouakcKFIySnRW0MvtosEXguT+64kA9ExXT9ql3PGihLAr2hdy4fgldhLDpHRfxtbYzDtrT+XtL8QhPHD7gKXjVQgx/QwHbcWVL2XVNjq6P1+F7KKXXU2Eii4Qtlg7a7XOlaCTd/X5XPV0KLpdLpLSNrr4G7FD7/TUPx135PLaL8z5mtoYtTqLpd81AAkHsosn5Bsy3MQS9gFDaYr6tyuHy9IwP1zteX19x//yKS62orUz00iNOHP08t9dtrkIzYkkIoIG+D9y3HZcPBLIc3zEGaruA+YYi1i+PJjr3XTAV+FngiEC1gsYAdy1QAKnmGOaIKA86wAxx7QYm+cl9CjTQRtEEiKJN9iOI+WAnHie7y8NlYb/n8MIMpDy0lQh48PKhHT/D0UqkGTuKTUz5nsEqurAnN1Lu4xFwdGwirxUy4MirtsM4e+cYzP6/i7oDjgEQCVCdEeTT7jpmlEj6rNn0SHtXteAOZuXUem+Of/H6dvDI5d8VpA0PCyuilgx9wUwX8A0LlOT83c2TQfsAWTu/JCwzzSA7OO6kkAq5bwxOLG1xKDgY25FK5gtvom8+uWwErXnynP/Do0xUQZXJjeTcMjRPZh3hSz3Bz0aWiERILmHezx0Y/68rfF0EJeRxVHa4JvJmxcEgcbTd063o+GwfDwCDhz5TpgCSIS0iNbDBYulvCId6tsvv61XlAFYdl4E2UKT62QgFkDZ4YHBXUm9R5SaO9sQPU9yS4pjJ+mgLVo6S6r/ORSfHDTVuch6bLC/W/0g5JAlnds6SLtLRh4WvG2Fpne33k6v8RCejzHIylVLeyKehdAhDFP++hZxbqLk66XMjdf6wCSZq4iJZTrROv8rWh+dn/Ot/+E/wW7iUMNus5QKrFkKaDmCM7Xnd55n1aMqIQqxTwZc8xpRO3WI/s7m1W8+Z1qecIZtYY64LaX4y3+MAtvjEx96ZIm3SvEYpUvG2F43OPLQibSbeIkHi+HmsiMR3m4OBkoBaEw4qkvZdOfw4Wtz07qX5LUGaqoPRl/4TY6E7nxi4ebzT1OViALrJtad7kY39g0Ye5812jmy/EA56Z25QNHWeTfSp2V+4Qhi0+7HHzkME/59/PGT6tF8eT5BcP8VO8aCH56YkqZET1HQQ3POYv+/TIc8+PblYbXku6u2x7RXOvaH8GhKPiEf5zzSPTnT5Swyfv/Rl/jAEx2ii5LsqOFSANrch1SmktrRWLJupN64WCIgUQoK+P8gOghclWu1D95HL5ZjaJaz3XZqCPgVq2/dh0T6kDdYDHULlEals7ptkm9ap5zIthINHxSq6xZ5kP2spZrOoPbXvDBJGM0CkVArOwz6cj0sPMnsH9n0e4Ilo+lE3h919M+nAbgc0xaIp/NABKGhLVVJpZgNDOkT00G5ZFpSmhNOlNhDtuvZsH9CIF6vUCgKTzmsfjJrr6LmN4SCOk/qmg5lqVWiV84ljnXuKWt937FvHsiiBcfHxHDpGYygfZbEBOUTpkaYZFQMQa61YLxcbd0EfStLb+8D9vqEPVpBOtCLc3tXB0HHVyPA4GGWgG89jqZpxIBY9JUIoUtDWBVsf8Ah2B4/c3xwsMTeupz3SXEGpEWmaTmbeh8pvt+p6Z//c+YyyTXWwozzCDrp+vFgWl3mPWCtI6w3+H/PPfc3KfF/s2QMI4OiR7/vbux4r0i+llAFqQxRbx6UoB5YDULVU3LdNZREz5VKj8PSzbCT5ysl5jkqbex7hCLAfr7k3BbXAwXYCnEfHbyhylIew47yfpPYvrRfwtmmqKhHKesH1esGnT5/w9vqK5eMzqucFG2k8iECclC0A5T7jsFs0r7EC3CGjgxaN6Hv+8Iz1smoFbwBEBdgV7HVQS0sTsgE/Z5AISeh90biAJrsV9t28Sbsjkvwku4F9zxZtqRZ2p6AZ73dQucQzZwS26zlrS+YmPbQT8d14zTbNDJKEb5kt7oNpe7Jzow2n9844Q23GreQH+GzDI3DSQK+iNoVm2mBHuysdfKaxOB/cUfwzH8V859Sz6OnZVp3FU3xNZtt49nceZuc7+jB7xNHjdf216xcd0amsTWMWQl+cr+OX0meAubBcpuyX7BB/LSVnAhtuqE9HQvl35CAf07ih2LQ9wsdzfUOGz5Pg/5NpyB6iE2znyROv/mi2mO2eX905HkxcoIiI0HyCoMCikSqBpWgaJlIEBRXbFAm16njkdQlYdFYCrtzJCgMnNUtYwDLUIKSKYgbREEYVxhgaxuxjW+sMTQZBnXtDltVY0DQfMaUlTMaFZfxMZW5SvqjYDL2IRuLplFDIhEUThcHmwKWYfrTTex6QUkDONeSfZlHFXgrEUgIfXi4zhAj3AzQaDMUJlwWVPUQRNocE4YExyDimShDX6YkahzVKRGbIKI9WFP/LbaDUQvLl4HwzhianuXRgSs8zzeIJhSZ225NCBXBQKsXaRQgj9Ne+agJ8CJP3bFntNJscwPUEkaz7XVdM4yf0UESrTH1xvI7wkBuMGoFmoPYJ3AsvJ23OsQ3a/Bw5O8/PnQZSnJKcnuOdmxEe+R4035G5xb0LHbdbh5FxFD41BNM6mCkeqZnRVUv9gs/R/O/hnul7xxNOOQE0Mn/E5pc3zmls+udibdHcBw62yFcu8k7GYyXG5BBVlIxrv73qp8cE0e+f7Q3Kw63k/3r743j4fpznPkesvrOfrI1Tguig//JnZ8Tb8d353TkuypPGh3sRVDcWFC1GcPLqCIRSNMSfoXatRqkUc5rdfHowr+9HzFJ8dC5+mQn0l7lcSkqSi+A+EgOHyDhcJDmk5/vIMY3mAPuWecDrkUmlEsbQ/a8LUAprek5wXxngA2CppLwzu/LFjAG4yswwtFes8ufkw+0rIaJ38jwoUCUzkhiAH2YUUADYY2gUQoHRBiTbrVXVm4Nt3yUyItM5CCIKelG16nQVIGvjXoDFgDAyu8YHsBZNHXMV1sqiY1M0WqqUgjG0SlmrBFmSPQgDCYZOmvLtsEVtKTilxqlAOkwHVePLVBusVD240BSxgdE5wCNAK2MJi/IZ2bM01U113zA+kMGixOCglBGiY14tqqmYU9+a8gTu247ee7QfAuy9e5PxxnvIg5vIpRJq1RQ3FkulS3xqhQgDxTJ1tADKUhYMK43OQtiHYN8RVcKxCxaPmCOCHinqbsisKYVoc/34utKxR+DaREaFQsb5JbqXO4gpQNimBfqayw5s7eWKd75OxGRfbM0KLPrSzTazRzm1zf9ZBtdBf/52r5PicfviAXikU6WLSLmMLDoMNrakgOjeO5ZliX1r2zvqfQuCeIBij4/93HWl39FNjG9A4GbQgrVXNKLRC0Pkw+w8I7H3RR/NQrJ9TgYriCyC9nTF5XLBdt9we3kz3VCB3s0PseACrxTmzS5lRvq4BmGB9AFaG1gEHz9+xOVygXMclVqAbUNpBta44hmkApiZ3gvN0NPWJmrpPp/IrECsi8EVtPXbU7NMwp2HhQiQbiz9mOl2IuDeMbYN9aI5nLPaXZnDewCAkqgd3k8//ffDfKQr3S4+m9FbfzM+kxbmeXEDoFo05dBtTVEfVURpbdyOE3lvY5wlUqVsPs+7qbiAW19+l7mLzy2P0j+OV+I5LrcWtTHBNS8YJvb6tHcVV8mtJVu7gkIC/nOCRzCHgUQXjw/O1xCrw2A70MKiJKxueGZlRMfIhzOiBpyVrw24Kx2cFI/ITM0xPptSpkAz+0KiMHiP1QqtzZDYncrBaaf0um0mJmwR3pddB0cnz056LAQDDqgoaDMEaOoga3SFL2ZgWZqeGFFRC0mQhMXuW2iWn4/85WyQ+zMRpM4sAwI9+SUSDBnoW0eEjlXtr7DW8Ci9B2iktEF0KPldqgMngGBMxWpzA2jO8SwhP0mHpWjEENJcOojEg4GWq+BNOfBc5ZgpO8VW40vfa1SAYmHhhp4LE6Q1tFpRXYhCln0BK2MSl6JItW9scH4qoK5W3esO9NEB0komg3vczz/rqoaMRpVQQikAhAZCL3MtyaEtPqfzFOX9ivH2S1Ql+dKVHbRw9t14gBtHBUUQpIe/9uUb4QQEjhvDBKftPbK+pb0mf3aCR+4YH3WcOJgR91KngyGg4c6CRmRyMSN+ThZiNzlvQTTns1IqJ5oaSsFyP9+KxT4RhXgtYxuPpcLmPINHuZ3xkPR5/8/h7WSoQaU5CySlTcu0RxqUvJ/7nqJODstRtx7aCVFDbAw16sLQ0PaQh4wn3q6ooogcgYjYL74wRKcBS2N2vt7ZOpQ+l8e0TAf2YOS830vziZEc7hfNef8tbyNsT8VMjzrAkURBGDpvO9/PkTHIukf0QIPJShAMA6TtTfESRTRNoNwjNo68gy3j+ywMqDh1SgHAbAAihnSmrX7dHvm1Lq+c5mlcGJMo2+emmRNL/hk7VB7TjJicROTO2XwG0SxPz5bWs22MAuUsAoBtV1ADMiMyRDRa57ISloWMSPukNnzdCfx8Ree9THl38uGx6+vxt/k1OwaKbGhrM5kwySA70AOwd8boBjAtgGsKACitoIk9l4ru2bIDO+PtZmZRAS6rfpXI0gQZECdCrkBpFdwHhgCNtMLZsi643286joWwrguap49RwRgD+65luktlrH7o70AeNBXQfTCnN+ECgAxQYoDGQBfWoAERLXZCSNx7HkWlE1uNvGrfOvrOypt1URBmjAGB3rvvA0KMMQTUilLQmNNaRNPqW1uQ05GYB243xv12U71IwNIalqVimUEU2O4zC8aBxlIVVNvvG/ZN09XI3ov0pQIwe5oZY9u6ln+vFdsgvN4F9w1YLxo5tDPwvAJVLI2+UgAyEP2MrxMdM00F7Tbenu3iPnNQ8dhnfav0gzia4hfyzkXlO6viOItIukyAA/2r34NlRsZUf43nEvrtaabQtvaXH8rKu/diTNLgECGqBhbjOt2HAbxidnypaOsFy3pV/2Iw7ltHH6+4XFYsyzr35QCPnCM12TEkof5/diTfbYoEhA2AaDuQbMfz91UidI+2NVKq5TDeNtTnZ/zt3/8t/t2//Xf48R//CQzgd3/3t5ra1jtQC/q2B0l+IO3NQCEPi4Mq1LIsgBXyKKWgtAXFyMej7KCPicg8Icj2gB3Cx0QtTTeCkZQVEun9yO2wK9DPof/cClhWYOuKMbUG3gak3yBMGAKAikbVhjObFkjs1zLbHP+STezzYOBuLPRTJeUvTn8ASNnWwjR+so3r4zlXsZvucKiIafqWLAwvAx/gpN2MQEbb4OuHDX8TAOrHAoLCNY1Fmc8WxzEMuKMC99TUVx7p99kJl2G4kS1Hu2lmwsz16jbkAV9xzOAX2E6/nBzAdkc+l83z587yaN4/NXmDrAsTNMghqjHns/Ff7MbJGtXN2jmJDKWzzVg6wE0dOq2aRBZWazwoYrnUlnPqsRQKeD2OPdExzjNkUTRAOPgwoWOLy/V0NQU+Rtw/gKg0DhEd5SSDQ0+WGMMADlafyXRBKRoWDHD0z8e/1mN0Sl5Q2XkikBFCaoncuUCtehV3yN2jVZopHzv14h1jUIxxTREpB6fbhLMuFfve0UrTyiHcI7S6tQWFSA0dEFgqeDB6HxiDsdEeIKGnCK7C4PWC3tXwYAGksnK+lAZCxVoK7qOD0smbKoLJl5StBX+GR0BMRwxqTMpABlp0cm2zGYQBRh9q0C2LHgkPHpbmyGB0MFXUpaHfFTwjzz/2zc2tHhznLcZT5JALG3KEuUSKfy597wEea+nTEg7gTFs7flCNBQIkgxu/7kVpDZ21hq5L5yHyz+pnIuRfoBFhXRWqV7yBuzdpXXqaWwDnZtQ4H4OtWEh8xi3OtKnFseb0gKOSH4BqsfRevcSV+7RyH8gC3Mh2x0Cf/U0zlJsyB26OZUn98D7mFEcf+jz6RAdN46/pn7o5hhGen22/Dw8PL/Nzxya7MZHSft0YsXHyjVXipC91LdtcZMbCwaicr/uzfOi/CBxhrjWJVE86rqX0NaLTQQXF6J5u6lIFUOS1phs5UB6G9rF9+fCmNI0qibx8gYFuFQpeF4vqlBjnY0S8zDGERbBaX6pxEjEDIz8fD+bPT/RiGg2QzYKUZH0eQlGsWWTnwlLL56r97V0u6561/W5t0oxQsCkBToV5gFPp7yzT9veyzL9LRNsgnH+PSGlWnW3f9W9POxJRFbU0/ZdsZG1m8jscyCIoECMQA0ymIw8okHIfAI+OD00LifAYENF0+EFWRa0WBTs4y6+Pjx/y2XqiguvTM1A27KNjbNb+oe5ObcB1IbRFgKEEy293YHDH9Qr0DejMaDzAohXIAK1MxlzBRVf//d6x3e+433a0NbkaZc5FKQXc58Glc+c6fj0scgdu/1oBhyKu6xUwY4FF86Qwn5OSLESolxWjD9zvuxJxC7AP30OMR3IpSaepTRlFSIjQR9d/G2PsGlk+LhpJvm0zAidvO71bH9CjgpsvQwKwXhbjcQJGZ/RNuZBaa/inf37B5QLQYNzv+tXnDyp/tSqP1NaUVL4MQd867pu+Tmp2xrZEReUXFSCL5iqprX6tF+PQDFJ9Rhc9BC+uR1xGp/sw5ZaTrrN1EWCS/SdvO8X83HwPB5USPvjAmvvLXyISY+bcXMEh5Uonyc/hd7/IDs6Yg+qHzXZ2ewtEuK4r2rpi9I63txve3t7w9vqGwc/4WApaa7YXPI4iDtcldFcFoeqz5MhH67IuIlpVLF7TKtvuNwDmO7ntrQ98N05kRPu1wFLGEAuCSsXHDx/w+voGvr2BX19QPnwAPn8C9w31surhjFh+pRizey2a8sVdhW5pAFXIp89Q5L2B2qKvg4JqIgZjsIbVRZtd8G2eYv4e7IXeV2ZI75paZ5uJsKYMq7B2RHwsQxVobaBWgX7H5x8+4+XzG4SB3/3ur/Dhb/8eoOX4TF8kFvGF4vu3gByRzgaGYG6MvoFUX3QnFPZssH1xUSWloE7/448lcM0/X0o1Pz5/cE7EPCy1dU8ETfPt6gNYW4kBpgKUAUJFLrLzrrX0iDH3/CGB+h1WPGvs0fRsC872mTcb7xfz3fv0DwuhtMdtenT9gmprjghDN/YhQFUwIUcl5BmMimUw4xwFAyOil8QdpnD+zPB7N25HY5lILRrRhxgYhePCF6hik36QzVKsXGp6CBHsNYCHRXAY2DUC7PHQMQpF5BEww0J+L5d6cEIEFqmVgLJI2fNdJ/fSJr3UirYsaEtDH1qhgE3oZQwIDxTWyWdzUDTdppjcG3wKmPPlBvicS2Bucpqzz1hbM2JEMnBEv/900TzWbdvw+nbD0pueGLSGIqRVN2RDrRXbvqFWwofnZ6BAjaDBmiZGQCGx8GhPP7N2FTGyxk2NHAFAPEvD6uqzKA62/jGEhloVcIfE+5vHNu067qS8EzHRUu1oAAsGK+quudwUmyAPhnAPpymPo4+tYG5g7r7ntDsQpVLtc21xV1AQRImXxT6Ho2wHqGP3c7nCCSjKEXnR3qIGOuP8WT58J2QmO6Xx2smI+BWvCD22sWAhdBCwaXh9qZJ0DIVMuSLVlwlRCUEmgXzWRTklyHWdO771sGFOwKCYpUsg2xRtLkTiOYoymG611AI2GRTMVDoqsxqkPRbmjSAieUL+5NTuR0ZR2lQfzWUYjO4dpDPIWlBINMLSxoNEwISZQuhyeTZokHVRdCS9cJ7bvJolfrAZ/7VqqMUxBZnmrSQTL1t7M4ddHFkfHvTFywsTHO6R2h7ROnai9iilMAOSP3uFDtD2KRdISgXzPTSMBgZDx8Q130zVS5F4kqZdpizDDXgCWm0QS3HlJP9fIZ54fMl7eYy5D+fMC1ngncMcgBHpD37gZKjDUiY68hu6/IyRobZrRCFB+zPswFGAIOB1sIf8s/mcw658kOtZ170baGQV0laz8oInxjMSoM/0Sma9p+wH6PfXi95732eVMirA/a7fU14lfc79LjPlB+rct2aHudb2WhQcgYhV7hSUIuqoSEUtWrUMY2i6HSTKzTMYnMJGmAqeP1zAEKx9gEX9KT/MB1Tu9x3grrbmauTgAPDhY4voxLfXV7y8eFlvxve/a2itmm2la6ZVYN8Q6tDnyR2itiwoRQ/h9vuO9Uo63pvAgo9RF6A1q0K82CGFrT1hhkSEE6NaJUwRwT4k0teZgFa8sAihFN87dGh6B0QGtFJbCQfocImAeUSUl8slbwNbH7i96ceuF6uMTVPOSlGQyO3kaumEaj8PE5KGMRhPz1c8P39QwuT9D6H/HcR0Tq6XV/OfBcGDxAa2XWzOFosmEltQbQVe3maUEaZYa9TXAIQErUosQE+pK0RgGkEDw6Ly3J23OakQ5xizwDZ9zded/e3E8r4+Y2vGTEP3YIpCs2L4b+HyMQmbxvY2eqdH3zulGagBFERS8vaCarmr9/uG5+dnyNCD+o8fP+Ljxw8agbRveHl5xb7t+P6vf4/r8xNc0bufFXyO0LGtIc9nOz/tg6VYERvtU9wLBvQmsCn373A/2ycLSHnYrNojuSLeBWgLvv/992AeuL/d8OMff8BfffwAgMCdUT9cVGkMA49WR/YNhHL6iNIg3PHjDz+gtWrgGFRZi9m2tqerwPKpnQgbLVDQ7naxHN/3f2PoIX5dLdKVAe4YMlAbzxxqqG7i/Yb63XfAuuIP/6//FveXO4gars/PWK8rwDtweUptsPblcfZIp/MVr1mb88G02+lylsfUd/89+UFxBaM9H9b1+ZJhFZmt6nbYvMxzbX/hBhp5pM3X9dQe+Ej+7a5NLLs9YoJFzgfnBNsiMoEhFHjst/sy7wHdB5FHPoY/Y9t+sz1q1y/jPDKtyKzCW4jwbUfbeDhpOmh54KzxbqDCJuWRggDFe+Ih8MmYhijQUhZNf9JYNAVHttss7TrGwNKatWHeQ306ClmGfaJYFMPBWLef7PGp2hNb4xrqRpgghAqaEtqGP1UW1EUnfkAdxd8tFctPDbftpgThlRQ46+roF1JRI6qolVS0xDZx609pRcEzB9kw5eiRQyk8N48AJGzMVWl3EPmYDzN21XgQS7sS6KkWYN8hC/ljGOClC4SDvAFQnqEB5qKIrbWnWOpQMRL0tF6SaHmPFPTiMQ3OCrv3MCJSNK1yY1bYgDuOrjB8IBAOccQnn53Fr1xZjibgYEbeMRnE+g0waanbWoauiprulTqt4IONocFQ/jZ/ASiYfZJ3a1ag4cAM55dKwFiCrSYI9dtyzs4pZfM3lWMGjGPKepOa73wbOV3Nq0o+ijx04Cicf4v0q2lQPfbrfSj0LFseG4vrFnLD0r4nCq6yvZYCXO1eMu/10BDyz6t+egcgkbazGFHKWe+e7+IE8HB9nBxQPBhX1zJ223D4JmKdnpTWXN7kZksS4JvW0myvR5G6s0mojIj2DO61DJa5YUmurede44BerNv8eW9DGK+nSzDnJtx+mUBk+ko4fPm092v65Z3i8zE+GQyF1HA+G1He/TzGDuTYB7LR/QvsiEOf5iPl8II/RWSmrH25txJfTXbR1KN8fPO93P62rpXU2Opp6RQY55H9zf6a/wEDkez90aeN3Zr6Io49DwbIopbcr6gJbCrFojs6DnxKrQCoGv3hJqpAlymt6jg7kOXUGGxk2swGENWCthDu96HAjIm+pj85VYBGC/S+G/mzqBO9WJECm8fhnIRDI+QKW8qdR4mG8tSKv9GP1nARQhsDe5eIRoklIDpm66o2hevxSoTSKtpCGP1Nia8HcL/fAQwtew9Nd9924G4gUKtpfA3YWVYlyGZWEJ2N0+e+awqT8y0Vcz6Z2QiylQJgmDPHRgQtopXlPGKpLcC6qkOunESq14pZ8W0pGFbxTMSq0O0DVKxKI/uBokbitNoAAbZtYFnMdzTwcVn9nlppr1QriiOMUhrWdcXtpjwvdSkorIdfzGyRRIIxBL///TP+4V/+S9xud7zd77jdNux9h7kQEBJs29RLjj1Bjr4e4cj1RaSplkuzVE1LT2PW1/fpbwUgGH5UK4eKme6LO0m8mCkY77kaowmuuo6LWAWZn/XllbdIP+4kaKrdb+liUR4fH+3BDN42PRx2UvYiFgiSUp4A9af2gWpA6xgDtSj5fKsVES3KHBXqxflbS8HSlHqDiHC/38EQXC4XLOsFICWIZxbU2rAsC2qtRsI+ORSni2aAE1UzNdzmCQ9bf2CC9u9s5cOm537BAqCrPJpdqMjkDiwr6PKEp487xvgJ99dX9D/+gHa9ovIAbfcp0L6I72+ISgWOQosAtxt++vQZ/+If/h7LsqpF2ccUouZCHgbksb2+YbpAC3QhHDIEZN4vTgMkDs9oACUnVAtDRHVNWRrk9RNuf/gDtpdXXC9PePr4O6xP34GoaijnctrVw/hDLBr1d21TiEiuLwjn+Y2wJ059z/P3JePFN0sAGgGGw70oaDjsczzt9VILhIoqB1YcQbncYAfEZC4iI0du52c/9FsfNDP2OWL3Yvyd1I80jiIPI+cOdiFR2LHHZh314C+J2v7FaWvu/JN4yc35sEfgoDqmdJAnf12/5B14EBEiVoUFuc+ze3NgfRLqjAohzRcnKWF0+n1mhTU1OrrF4tbkRLJoSFhFAaiBnGcHUL4nUYXnBHGDLDqpkEYF2VipA9hBVph38qgoABNwZTib7s0o8OLVn8LRI6VyZhtwie+aOiSY8zLjbV2x+qJw49DHhexDExzQ73v1EMCMz1YANOU2AsXJPwrQCJgOuJZxDU4cd7xEAtzQNW7h1Tl8TxCgVb6f8stpa5kAGlqphzuDG6NeWzyHxJ9pRGcEeH5pOIouT6GAKebgcKLtI5YWlp5wnxwzl1GaS11/8R1zyvr0X5VYU8dZuSiKV4QSrVRy1BemNMRnzZS7QWXaJ37X/mMj0/1C9mYHFHDxts5ner8Pjvhv6IoInqSSXDwhEs60Gy0lQiIpZJBiDVDc00/fPNKjlDo5jPJ12rBiKb/7HA7jN8FnT/8iI6g3IlgWSHUppLi344kC1WcDHGkfmSR9WrWwNY5Yf57aO9PxsrTo3YnovQxFR/BQTo6XtfJr8hLvJV3u+kmO8ukf8xHRtWlcbeY1cSnGv2FRf2DlZfA0YNFICIK/JBCyKkVlEn7GrpHsrUP/Q4c8eCvarbUuAxTEcZhVj4743levsMGSXodDnIdY2vQA09+1hO3k/fM5l8NnJU3XN67xrwBecvpjzllqKx0/GQBRfFb7WGsFs3LxZVSg1Dr3cRF8/1e/w3/5v/iv8N/8X//v39b+P/P1EQBEwZlsMbmJXqAgTi0zO2EXo/zh6aAOqN/QoJmkXh3ZwRnAbEnWlK3WwpSI0S2WwlbSEDq/jfsp8Y81ZagtbjchivsQLGXLn08ameMRVKXq4dAgUb1EntLeoKzRYunpFbU2MA9smzqKwqK8SmT9sUPGUq3whrEf9yG43Xe19ao6Vsq7KIDsAbRVNVsUcKsWwTls77W0FeXwqSh9YJC+t913jMFRMr5VtXn8YJ9hkTCFMLpAtgEy7kmPntk2/bcsNmcQ9DGMp4jw4bmE/tWo5jmPfUxAh+BBB2J6DrFHlEKozSPh574nQ6OUMBwM5uBQcjnUvjP2bQLGpUxAprWCVjWtR1jQu2D0jm5gnn7ebGwGxsYGUGrbtm3Hy+urpf3dD7xQQ5Qfa+9TVuP81bcjl1PjmHIZJppReX7u56bW0nyf088tVdOV9GBMx3kXijnq3f550BTN5+dIPGDe139nW8znQCJfQw4a+d8OWhzTYH7dy8eJ6LiL6Hsy//nCj21a12KpMuXKdLMCaRI/h8x9RYv+2KEbNSwoqK3hvm/Y7psBVDVFNIn5nWrHzaihU1RvAlS8SIf3ASArt/6tl+kZoilc6f6ArsNSNc9yfX7Guu3Yf/wRf/inf8bf/6f/CWhp6PcbSmvKlcSii8vL7+kCBMCQbcN+uwMiqNcrSjNuJY/gKVWVuitmpBDPbMbH4rffPTUsAJFstHgGzECUUSeBsCmeAQze0fcNY3TUpeH18w1vLzd8+O57PD09YVk12tLI2EywHxm9qY2uZGoInS2MND99JKVg94eFHXr4pfeTyDY2GHo7rBpcMsC7zHEgUxRfEoeQeTaaEZPZ4kqm2m3cBnZqBQnb7+EBvm24ORporjkF5sMDF8tYCkX4YFjJA2jgbv8cZjl87JuunJr6Lde/B+cRYnC1weeKXfOapxUODOkHIhUJUMeHRny5ePqVIICj2bkCIs1PP57FK9osJMrFZKDNEEZ1R4CSo+TWlKjhqWVRxciPp/GKYuGO5GRYdGqPme9G9jxspwmiV5dPYcDKxJMA7n3SQ+H1E9dp1BevQgaPtLL2HZpjoIS44+lbV3Ix6PCUeGei+C70Mj/ljkohVBBKaZEf7U4uUDT33IEgIeVZC5ZbhNLKcTIdbKegbFFYqkiHjWGtNRwO37G0HyU2KDEjsB5brXpTy7LYyekp3MYGX+dQ7xeOsj1T/GPBjDgdn6yvkZ+d5Dz/N9LYSCu5qQEh0OgtAxnNuiBmlOKpSL7WVGE5aCnzYXP3N8MISSFlEXEl4yk9hz0nWnsea+ip72/J2jldHs2XndBYQ6mThKl7SkkpAyIAaQ5yhKyflKjNRLYd0puSxja25Phvauj8MVXX3EDsNWZOq93WGWlFhELG4UO6uXB2/m1teHBrgK9uhDtYZKR6EYkTxsZs0/nnQZLE3zwF8X5h48lwf0jd2eiDRKRQfOxho96vc3VoLSVUMhi+q2OagUW7GAp4T9JTxozZTFweD2wMf672/4GwxFpSvU8CRP727O5cw99o0z6Krjlu+KaXPcXah7pQnLTne/xponXOGsT/PN077KU56EcDy8G1CaK6Ux28AU44QqQpk5Y+yGNMeYbg6cMFf/+v/sWfoG9/mmuFAT/2d05hy5erldgyMYeRoZypsYvZuZMkW53MxpbqKWNW6tzMKwtyCXudoM57rUoyXXlmRQD2+ZwpIdM29/eVN0lTu0aZvKwaUecHEVrifRfBamkbBEFrFcu6goiwvQ3sGxv3njnjdjjszmKrBCpV07AKgbcNe++obVHdXgjqBKk8VFKwhqqAqoMNvq+pbI2usV/VnGMqGsGtHEUCkQ6uZrUUQmsSvLdmQkJgqYCsa0BTpSt2HtgAbKQCEL6HMPoA7kOwLkP9ycFBNFwIXr07ghb8UFZE7BDNMgBMt1QRBbDkuPSOy5DCzoGNK0N59VrzQxQBEVtQAFmAgPEFWeT3GIxt2y1iJBWcKQp+RaW/Ary+vuEf/3//iDEGPn3uEWwQWp1SAMJpX6Uk18wpNc22Dw/cIEAL3cAr11lNFzneW4ut6Bjv4zhWzoPcTdbJx85/P9sDSW17NbewAZK94WsXtnYdZPrNmVM018XZ2Qw5T0BSSf5UkXRYbl9Q3MLAung9Nvagxi2lYSGBSMWA+lC9d7y9vWFZGmq1w2pSyghmDrAy5uhgAfnrE/BSX0d9w7BE3m27D4weGxeUY9ZIPCUpgLIsWJ+uuL98xsvnF3DvKEvT6oJeUc6Qd/fNCIp6Cgv6fcPtfsf1+QllMWUlUITVKza6YZNtNsptjtk6/uqfc9RbMH1QS+eKYhRmRxGGRZXdcLu94vb2hq3vYCa0uuK6diytg7ADowFoQFkxpGumj9s4Ee1YzQaiuVE5iJMbG3+eHBScPs+pj36aG8Tb/h5NJZIr2xFwiAucSgQHqXAZAlA8ECEOXMspoGu2XVwuzIObei3bvWc8QaLp+eDRh+S9aT1fcX9wAq0+MFNW3fr78j30/S+Y8A+vbwaPciqLtsMWAauBQibERIgTfj8N4pGjISxP26JSonyiC4udYIGP6PE0JrUaWEFayCQgMpjIBnsMPeFRcuRiKV8UMujQlKZjaVuGtUMgKQcYplgRghAnyPDpmDm1o3tsrcuwb9h+wuTyfzbd7dkmPJyQdY2AUrCJ7b6qFB0VTWsEmIgpZTb2047mjkVqBZulklN4htVnLbWhlGrRR9NZG+xRRAAi1cfGbpApELF1Y3MPfa1TMdJMy68uBAFjiKC2oq/xlAGXmyC583kw4C6328s2Kwi4zFPStGQdGAxUO81r6KDzajqvv/x5IAcZ2RxP0u1aJ0+VQPm0/H4ekTWJlqdyE5HEIWdJb3KUH+NP03ua0ae9OhMXzzH60nWIkPjKRx8Mxa9yTSTflSUiXS34quB7xDQCaq3ovUNkgFjlzXWBl0DOGO2UHUJGFRRMMNDhPF4x1q7HImAaoegFUamBzeDx6L4cJaIGuU5sQQFj2Lyn6pTpmR6x6CBghLbaBkogK5Msp7Zifi7121qMsKhDyWUj4Bvm65Q36UBtfmX++Pr9yaIYSIZGnQpb8YCKvd+wXJ6A2swBncYECcAlgpHSevW6WKdhSHMdRuP84kEXfWkk5m3sM3xaQ+8MwdOYvNv75zzGvJ8BmYJDisafImJQ5cZ0+qFZcvqci8fJTHKQ6Nwfi27wiD9PERByhCQsS7Pp9fNj3/VAqcz17Qccv5XLdhgg/cwtZJ4pbQyVQOdYyZ+rmDIrkgAmt0t9OwOBWSNivMBnYMXTcMG+AbRqmtJi7XBAysGOYSCGO9uuE0vRw+GlaYluue+TX9KXrbW1jwHZBp6uF4jt4euyYL1cQAD6bQNB7acCB7p0/tlIjMYgkCX3CYDeu5awF3WCBAjOFQCWTswH0meGoIquiSFsAJEW/GBmLbUdxUC0Izw4bAUnwnZfRUE10Wgbm49KhHWt6IOxF8GuZ2LKmWtjt3eNSLpeukacsWC3TLSlzagun/xCc94Hy5wnTNuhd/04J3ko06zRNeWHtnmsCFgvxvEEAfNuq007yOLOt9knHrnv9u3pmnYycL/d8fZyV56sG7Be5+5Xi3JADQPWwgXAbHexz/U+AxVc9v2alep0n3DgyvsPaArdGILdgE8PrnA5r41Qq06guyOFAKrT5z7EVNBjdewD4L/6NBbSw4qKFF31K1/FAYTkO8w4hnTJ9ItmdkIJ2wSeqmm8g804nr2PBAq7Fcj+CkXUikjBhYC978qPdb+DB+P5Q9XoHiGMofyzy7qqfNLRfzmMqviBrEVMAVbNubz/7KPLG2k/lVSbMKOQLMKRSKNkFk2ru1yvePn8gv72irV+TPutKQdb5F6llEgP4Lf7Hdu+4+P3v9Pd3H2SAsunhOUz270C+TwYMHNNkrybRgBzwxD3qSpkbBptFLvPgIwdfX/D7fVHfP78Ca8vn/F2f8PH332P3//Nv0CTn7TKrQCoFYQnQAoGbUCt5j/r4bi2j2aoIHy9ulGV+uU/6NjO2Uc6fq46UJXQfPBBd747yIorG/fTyteDWWBWeZtOnXlQtrdNO1Y4U+ec+hP9PXUlW05O1RJrLd3C0fL47vnb3sfps4jZV1R0P5r6OrUhK7Pzhv0N1zeDR2PsGnUSUTACjAGqDb0PDU22zWlyjyqRLBkBLKCnHDw0X7DWU0OTLE0l5R09phMd56WEMtKS9RQ71PyK7eCmyMTO56kYIMUCljEVTa0KilmDJB6a2pyEW9dGmcih9VdPSKoaugS7Z94BTdgDKTfgxxRdsUoEFbZps1c5coDEdZwTdsk8PbQd8KhgKf47Cb5suEy716UBhcB3wf12A/PA0/NHtKUBlses6XhDSaZZwTpAUMm4DGye+xAzfEosPm075kKz4WBhdB5KUA7lccpRa7UcT5LUWFbiR+4Di+VdezoGM2sKSyuoaGnRWbUNwE7aEJa3R7sRmYvrG4iNmhrfX1FGaWEfRt2UjRh9oub8q8JRkHUEwOj/ChUwKIw+gqXgiN7rzDvnmzsNQKr36awxvtB+e6kU9ag1Gm+AmICaeMmSU/bbiUbyTd7WlgCAkqcXUscmuMbE0gMEUZUw1nZS2mL3YJkgpUe8HVK5bIh771hasRBbfbZGGppJ5nu8rVWWKSGHKEKXXZv/TNgeomhpr5oii1gMJdpJU6bF386bo/+dDEdxfqK0SdF8HzFGx2FX63u+/ZUZAkDvXg8tP/9z+F2HT5KamIqdZGAZn0AQ1Cro/Q3cB6RUYFmx3XeIAOv1AlCDlz/1lU5eFioZENO1+kJ/4q2kxzH3XEkHEPnNgxHpSlBOXyYc7nkYJZm65zEAdJ43V+6YoCLeT9/DKTu9ccSk7M1CwDBjXEJrhj6lQhAuIGLfaQ+RNLO/8zXfhwAYGGsFBFDssGJyMQgsrFviyYhiA/h5gPwvefmu4G6Hq+YhxxXh4INf7ji7PdXscFjHFxEV5JEwqxXyAZS8ug+1BQqU+Ni5jsQdZ+jvHt2itgpAFQG+icjB6Qu/BTB+vmIHSoRt09f9ULkSoRlnymDWbIIg0y3xs1EBP11RGvDP/3SHsJZpr2vFUhv20Q0cMT7DogU4RjdSbe7BV8GGcpVqVTPZInhNVxEwURi26CNWW6C1irosaDBAxngtPAVLQRQbN9Fx81RCFpsHAYYwmHZsu2C7awl6rsBdEFFgdraHy03Q6vw+zOB3IJA8NYtcfRFkGFhlflkxLqvRLWLJfKdSp5woSfO0j5gZfe9KEE3A0jxVSAEut7t4DIw+LC14Aonf/f4SKWijq93Mg1GqRtq5bd/tPpUIyyq4rOo/EzxyrWBZVMJGnyBZKdr+tSpX1tvbCN/zrEd8nxLbv5zcXe+jSoVZ1Ae3/l7Wgr1zpAZS0cpjywq83nUeLheNIts2wX7XqKQlgXG+7XWB2mSpXeLttPX+bBXXnbfst6Cd/ADWRA2AgIWCL9Qr1QK6r0mBUZZMX4zsIHcM5yHS+XKybH1QVVvGHPGz7QHo2KzrgloLNiLcRQ8E9l3Jy6gUG1vbjGj+dP8AZt+J23KCA/+MVq/NI3CybyKyFcnuJ0AKamlpERJQqgKxtcBLE1YRPF+v6N99h5cfP2FpDev1qgt9qF/K+zbtAVGFz2Ng37SK9PP331k4aJloaWEVPuORhfuXIrapzBmcm7fZZe4wRfgdAX1AdiWHplq1EEG/Q0ZHJUZbBHz/jP2f/x1e/vDv8PLTP0Gw4V//w9/gch340ID99YK9ArQuqMsFy6VrO5Pt9DgzzN6IBE4c5lL/tt95HLsVt0g2VLGcEz6hvsXH4WEj5j186HTD0vfcd4egiEcP0cFUPIx5Ar8O9A8+z2GT5FGQaF62CTOv7LxNsu0eaY6kDAN/cBtJSgzfl8xzx05U9L9dM30zeJQd29leFWKqpkhcKbglYq2eqRQOilBUk4rUEXsOMyvJ8lc8EXeSgXniPkNai/EPubmW+mALSqQYg7oJGWtVNrbQYzfSB+vJfi3ucGhkQvHdPU1aGKytWDTDFE4FgCo6M5zcewqajSNkklXbfWtrWJqWoHDwCCwYJQviabJFUAuhSEURBUykDAh1GzuaQioeVqoncno6MKDk3tWifIz1P89VfE+NkAFCCcZOtX40akyjgZZagotaRBRAL1BHb7oLAaiM0UFmcB66WOYppHLWzPkdY9d+l2IVOwx0Yg3zhrAZ1k5opvPQQBbxlBb0FN0DmKMKDe+BzHeyOcfLFyN7CGJChj36rRp/gBgZu4aB+3oTYNh9yPjDaDqR3g6tqkcBfj68rF/bfQOq98srR3mqC8XPud7tteS+/5YuET21BjDlFJYybSdGxdan/n0KOYWO596HgXnNuFUoHF83Jr7ovJ8toQzgJBDvXWSKK3vTAy5zAKLymkchxSYnmm6gm//s96PLwSrEvOYxyrvh3ESO3fgS55F9JsbxeK+Hn023z1HHhw0UCL0qRJCqJJxFBCQ7SAaIO4jV6/Xc9J9++gm3+00dgVpRlx1gQrn4g9yw0QVeEgg1I5Jkps5htm/Oz6l91mbVa3ncaNpFmM4NcD4BOu6b5yGchsAvuIgOkWiH+6dnevqjnI/BIzLOjDEioOh+6VDrl1WMA/3e/tMBkPXfjzNKsu3IfuciCSSa98mDElxNlKJvzc7wZ/zicfszXjsMMEqvZds126wHXwYWFVHm0o+DUI+EIOXTIcKBA8kJtfPceoUrNAQQcHlSviWPevHnsQg6W+qXNX5Y5H9tE7jonXF7u4OZsN2VkHo1R7lamramCS+oNNC72gSDhkYd94Fie1Alwl//9QJ27plCKLXheVnx8vICgDAguG8behfURe2xbWNFaOxiUq6e2irKYONKUptNRDB2tc8KkUakF8KyLmp77DvWy6q2EOt+UW099a4cS2OkxS1KiD1E/zEA7sDrTXDflbtqXRARL4CqGycDfxMDawB0UhmoO0Ad+K5ZwSOb59rmmh48AxGqzbuQ+rFAijg6rUe4zTaUMoCHf2+3yCtCJU562WwaT+ey+46hBVsGa9U8HhbFZWp232WSs0P/rov6wFbxG52B2wvjejUgklLEkJrSYYM+PxfIGFqp1zNv3OZnLSbjc1y7Uh/M/UtCpRWT38tlBWjDYOWahFGs1AZcYu1pBLe3q4m2uaR2+o7iYKDHbuQAvApda4SpUn8L6qmWWV3W/bms35dSHm7pDj4SEVpdcLmu6HsPn45FMPoOz5pY2xK2qqeJ5/3J7wnRQ/vr8xMu1ydsN+XJut1uWNcLLperVvmLQ/Nz68yvMf7Cub/7fk1fOXyx69F7DlK4QiYAUoCLRShvAt60v+1ywe//9q/xb//Nv8Hl6YrrX/8Vyu0N6HcIVez7HetyAV0IqEC/37C9vYIx8P3v/wr4/nstZdl5lumjBbiYcthUcfNQ0LsWUv3sYIkAYUgIVMHf3yBvN/W9awXWBXRZgNsN26fPaE+M5bqAygKMHePHP+Af/7//b/zwx/8eDTf87vvv8PRUMWQHb3e8fH7B6+sLaOlYnwouz1eUsqPSZvoh5Zj63M4p0v+U5Ghl4GhOhFWoc9voZBxxUkiGQ2C3ENv1VB5SfHzsWZ7um+f8QaTywyUaxsq0qacdisPrOTtmPmr+zcIW4UTTD4hnHNuXId7ZNonvlUKT3ur0PCJYeuJ7uyj7kESPxf9L1zeDR14GPXrmD4Qp76adyykkukEXc77cSEcYkO6Q5zStIgjOntmpBz1ypyi/YG3ze3s1M2avDJcBG3oXE+42tvMxjdEDMSRSJ67Wikp+yqXCSdDz7EIEDEG3yAax12vRspV+CuMIva6j6dSEADKDRtcNsDU0a8vgDqYOLPp9rVqyA6KRVHolY9oE2VHTd0gm2Tm8IeABkBApAX8paK3YaQ0F6CHGNMispWUZTmJNQUTsJLBLa2rEkQIbg7U+2LIuKKOH5ezRQFPeJNY5TLewcSwVJjTAQICmhJWDMSqj2rEbWe0wn2ARGKcVg2kAo+qO3ta5YiI6rsS8ZgDAwUekk5ewHs6XiEUMzbLaXp0uvkRmnFTje0pAg1al6aBlQUHT9Wfj5Gtj2BhXmtVqqpeAiS7Zs3mG74pzhhXYmji1ncxwjzOo92vwa+DuX/rSE6XkpJKPu6AwQyw/6RxJw30Y6DYn8QCe5Q2QGaW2OQ5pLeVSmwfg8YHp5YYT0no6G/kohNaa6RyLQKIwh7449nnPcWPwke48nILQ8Z2vXWc5CR2Tnv+FLXe2zxpZCBb9p5GJToTvTF+AE5y6/OradaevFIIwsN937NsNnz99sohFAKgo20BbGmgMYN/BPiN2YqgBdRRWvpBF0agyf7fJnsN+IxLP5+WL3sBxrHMqdhh5j8bKjQk5PPThoIohWB7lBqJ8rpe+r8BSrSk69U9wyRclEia7fvJvCAXzL8ly1Ge8mw8gH4JM6Tfd2Mf7m/xKl0Nhbv6FwwmN0vAt2ExfdTLt37BsAreFY5cXBQ1KTdWmPIrCdVBJkRweneLDaN8VUoDjDEgV6PZYF2CtBGr6zD6U84cuwO0GvLxqe2sVXK/KneS+gIIUc920dUEpxSLPOwYLtrR+CILrhwvauigvza574PP1Iz4UUkdfGG1oxFHfGQxGawpiBMAhwNgZ3G/48GHFZV1UnxbCtm3Y73r6X6qSQZeq1bdGF+z7APM9Iipaaxr53Sz6Ze+WtqUDNYw7ZwygNB3j+66ZJrsANyjpuK/HbC4sJhu9zwrWUUBOgE99lqcnBtomqGVEtS5Jc9masgS441+qtodSGft93w/+NGOSiPuaGbva856SWGo5KBL/7v3tjrYU9M7o+4y6gszn1apApMBSMq2PlxWzuO1TQSsV274r/pcXCts8YtNAx4RnLx7ZNARsqWmV1YlalgLqJ8ZUMj/T9b2onbcsgjI8ysrk1Lwi91epGkBbECUJfex9vOuTvs+bFrhyfrJmC/5tmLkFeIGk38Q1Af5pB76zGcgP++d3hi02gYJs3aLTiAivRoxeqGC9rEBputf63mTomyRAl4VtbHRdSiHUZQD7ZsDkAJ8POmYvbA+Y+j9s/38vpC4DE9Bn1mLovA8StKwfz8go1KaCcn/D0/UZP/3wGbX9E9YPT6C2An3HUjuIBoAL5O0G3jcQAc/Pz7hcLoj8V69MEIuBbG2YIBNQCke07TzFk2M/tjsABi3F7sdaFQ0ACnD57hlYNnB/w/7TZ7z98BNeP/8R29sLnpaKdXnC9SJolTE643a7od8H7ltFWxuovGG53EC8AXzRAz9BKIqIXstb9NcuwuyrK6mDm/9Vg2n+HkNgr5f64LOibXO/y8EnUR9JrEiWHuuX+I43ESDAMoVmMItiBcAEZ+esnGwYlji3JKS16Ps3hZWZBydsoRhn/yy9H56IfKJJNXC+PJPpa7b7o+vbwSNmfXg4JAZKmHUyG567O51uLU2vE+FcHIeeuiGIbBB+qS3Hk9V3F3mUATB4QCM6VAoPg2TouUcDEFGUjdXKFZbcRsVCuUug6f59b6WmmOiJNoEsHU5PRlk6Oqvh3qqgFd3FxmAM6ZC+Y1mqGh8iSpzoHOLuoBFi3GOACYAoCEAwsKyk/nnKDU2LksSdHr0JF3OMCyIN7ugYkxm3MzqFha2krkXxFK2GVtM4DB6osCiPVi1ys6P3oWGtraFsu847QTlfjICRSuLKchLLZoz2g7WkvZQDiWGBoIhgEqO5o64dkmDxdMspuXDHbpteSCCC/7MPSXpvRpJMedUQbz05cJ3Ols7nWpTS9+/bBqIWhxruU0bc0rd4WqZzghjX58s4xdhI8XwYCtjGPMuTbe6kYCQTH8cl1tsDwOlXvIbxZs289Kx48R4AzBepzM6/jS/KxyHpolLmunaet4ISDnKA4of70wSKMcdQo+4M0rBqNiEbX9JrANxVVwOJYp+FpO+JhCCFTfXulqqzYw0lQDR8Epn7qtjmFHsu8j3nejvCCPOVw1fsvpXmN3PkjrZ5Rg6S6SgZjEJqALEwuHfc397w9vYC6ZsChmLysO8gXCG8Y+w6DxaIjLI0LG0BnHXY2uDGb6G0Ob8b/i8I/gnkiW3fZMYE5AHMQtHf4gs/G1m2X/m2FW/TfPsocYKDYjy1UYfUD4J+zpL7hqsAbIgEwUA94Xjt+Pyv30pSv+OM5/D++xtMmwHwSpfzFPDXv57tZ26Or4cBdTLJfCL3nX1mOH3YD0Z3sYgM9yHSFLpzHE6gvV4dQKD5vrAbrNYmAmhJRNtDMDaNEmmL8vU1KliSrdT3DXfb45qVTPe+dbPDWxEsC7AsBYX13iIERsHwKGyxuSVA0HDfhqWcauOu14H1clUguKtbrnb5rnIsXTtW0tJJBwV77xYNrikibV1wf91BwhHVue9d06+gUTU18WQKlFORIah1gaBjiB52DQBbB+6bRqyMMaOCdpvfM4zpc98AwFKkhr1BHcGrVK76dy2TA4k7cDeOoA9rwWKRp/vedT7t0L3GnFCkmt/uHPMd0TMFStBrNjVYD6WoOA2DxP7hcjMGUFdg3zhSwdjAI5fTYjYpfB2LoJMCkt2ybxTQYUjTaJdS1IasVQ8hSQRjF2y7RrNFIHol1KaOWWeNwqhVnaM+BjZLW1tW3VPHUD6p4ZiA+R6tNbRlAYtg37vJwFxLHiVP1h8nPXfd5GAYGdl2TgclTH4ygUYt+eu/Fd3EPJL96nt9CdvU7YgoMpKIkId9d+8DL293I7JW/+l+v+saqhWlVZV3kemyyONjNbXfdP/2aLalLVjaAiJNU73LHZfrBa1U9F2pFdqyoLaKse/Ybjd8+P47DCJI0awDtgOLWhqayTrvzotW9dAlDvGhv1uRI1WqyU3OXEKaKqG2l2s+YVAp+PD8jH3f5+E8FdCyaMT02oB9x/12wxhKrL0+XYGnK2JBubAm+wTu/9l85P3SPzItBOh3xRR0NYXPYgtQrNpBxXj9hNunH/D66RNeP/2EMjZ8fH7GWi8Av2HwK7btBpGB3nfc9w0sF6BuoNFBo6OMDeh3oF5sHGQ2CYIg/fbjj6j08DM2yHmxTIQTcerKae7y5/K//NqjK4OMcvzsIQhDxHxS32zZ7KnJoezgEbmysJuK8cSEnX12PM9NAk6+wMnOg8q4Gg4FVBSAnZQw+lNTr8WGSgExJ6HPATpEBX/zN3+N/8P//n/3uEGn69sJs1lARbL8akhvIQ2FO1q772SCYAYKKNC1s9h4hAQnLpV3jlQMNCGfr0ZUBXzQARKy1CcCE4eRnY1QKu6IIZxLP5Au4QSoUhAz9IefXvh/HdVzYS5sz9f3XXk5UihRQkNCUIXZQLXJGeFWh+QxTYAOxJ7jjrIPcnRO0mTNxZHRUYiAUQw9VYXl5OjePLIxG8ymf5w8UcJ5CVDNHCUCIar+2CISSBA6w4DHCZDZxlzIKmdY9TFoNYeZdmQN8nBuV9gmymcE1edPTH4DOPKKdInhU8EA5eZgEU01MG4Gl5usex4BRyGZRauqwYAiN6pctWszeX4j8oBNNFw3+pdgKWsuCipmNr7Q7wuM+M66aYqCD+CRRQMKAkj0ZxAhyMg9LBlyggMOOva3YQUFKObrD1MHIF7J1pvLtgMwOSJJf3ECVgePDqcA4qd1erNYjud2AWqYEKU7z8f4q0Qlqpf87JBauyNt8YTksINItg6ElIOjWu6zfpo1t4MMDLO59wqR5z7ET1cyZ6PFPuFRVHGLR84+jt30FKY0ddqnRJRfqWj0hulOAQPM4D6w3e+4vb0BNFTf94Ft7xAQnp+uWpVLOogq2KJCm1z1QMAPMXJHH/Tq/B4Zn9v5ex62D9h+wGKHLn5YYvrI7Y6sp4hCJsT2DtdlktqR5TBPw3E6JohyNEAeRer8/OXP99LgMSanoZt3S/cVwbsaHkmJuLp+DNS5jj3rV/2v69lap352Z+fpwzP+q//l//yb+vfnvBp0G6f0T4Agxa6YoJFta+/mNMaXUmRJmREe7sRqms+JV4XUV2gNwcHqRMEHs4AcUNDKaQSgLRrNsw+LNDCwuzVCrQ2Xi6aoFJrRGl7qPPa7eI4+iKCFCoY1ToImQE+2mUmjdrpGp12fr2Am3Lcdfd8jlT0OrgDUVlEzyb09ryQ0TaAg5xiMSgXXp9VUuWC770rUXZR3hcfQexrJTu/K+9O5pBIlKtfMMz1r2zV7rvOR/NznO1/+ngOHPsdVABpmf27KsdOK+pulWfCD+WHFDm29IEkfClp58HH4VczYu1WEA6I4USlAaYpAlmrREzzMFlMgwHvLIqhFDzVLH1jWhm3rs9aI9QWkz1TQRN75a/n8Tm0QYJe5m7rQ57LqWb+I2UJ+gDM6IEWfVYyqYBhQtCx28EhAIYGfk42hB021KX/ntvfwOdqivJfDJsjXnG/jB7AWZrEZZ5VXCI+1TLoeM3XLu079itfgo1T6HlWoBJm2vTEPkmGHD0Od5r0P3LY91mFrDdfrUxwiVyO7dlqF2CNFI/0AmYfyXvJcLKupAK3UmGtmxj6UX+tyWU3vlyDGLoVwuSzo+6YBDYVQYcEAXXWMBgzoAZJGwJotdN5MA1mturCyonynmYE4JR66fi7PV5S78cN2TelTZL4AraJ//ozRd6AU1GVBWVd9pisTWyDOoUi+YOFhpqycf2HoujNg7fM9fmkaUTMMYAepUpEOub3gvm14/em/w9jeQCL4+HwBDUEZd3DfQNg1IIII99HBQw/jqDQQK4VAGR0ydlDZAF5NHyS7xccqD52HKUYVuSmFscgiUsbtDZr9jfuMtEDd1hZE5Na50JdvdEII8jRmgIuOVdc4Yc3MsGwim3ay7/rBPJkz6jas7zNkUewE1SXT3vIpsvRJLqBG8MqkTrVC1ne3s/zezhXl9o/7HhHM4DYmTaAq+uzjGO2xWYm+6c9WG/6H/9m/xrdc3x55lDtvAxAE2eFcn5TrF2zTmeIxP+CbiRICi72dzUQ6tsGUWTaw8xMABS+0nfqapw8RAK/M4pZryLVMLh/lavJ7mbErXmj9ODoMqCJywlBHj9wAdsfIwZm0HgQW4i1uAKeoquy7UIqCockfkdsx/1SpODqXc8FGOJsISBiFgN0qqDlo42CSfyvS7eQoC7G52MMFGqU19h3DGSJJQSE2i4ZF+ZF8bAIEqxoNI4OVcyoURT2kUjn+BIFFDCD1b46KwABJGhY6a69mRxQ25mm8PQw2Nk13ugwx18/MMYE/lUy2nD0/mP9dAPL82Pc8JFicwUOZ8sVIQSh93DdXr64GmKElMyIm5CbkbsoA+clJ/pfcMXjfXYb1hTTnFF9b24r/2f/ov8SvfcWp9TtwD/D17RM2iYctGsz2rxPSFAo+5jg2riT/4hFIrmc8FGByaJEwJFdlsDapIWWGe17vB9UoELbThfyeifkElU07Sp7pNDbAdNLS6XyJTQVTPRx0m7845cOB//zVue6Oq+/4ar7nyV44m9YCA3eTvZDGzvszRse+bbjf7liaAmXb/Y7bfQOVhmZ2wmBNP+bRsW9aSlaWCpKapl2iU+y5Pyd5Oqwj5ymTrINdL+O46QvgQL4De+Jp3GkEcozacYeR8wuPRm1+LwG+s8V+X/nS7fTdUGz62Yi+S8bgwRk8t8O/n/4kX4NzS3zQx/ligBp0/GCMrRPGA1B+voJD8YhScKkN/9l/8T942Mu/5GV0ngd1m5dcpbQryzG9CTiNr+jna5mFazzVzLmJIrNDzJ1IkUitHVW+n/U4B48+ww1PfX8w0PvcbAiAEKFUxroqkTlBsDQvVAEzQmEOOllqVNXUfksTJnPYRMQOIS2dLdacjlStTXl1tg3bfVOdShRR0CLQ9NQYJD8I0L3OW+08h9ovwrLofXmoHVIqoVrVuEGu/xnSKQ7KeGjEtdtqRkGpgQJi6Uqi0UYecdTTfJ7lXRCBRyEjfgw7AJRhJM0UJhQKNN1NxA/xNJrK2wJ22xaAUBCqd55RMeYXJQmDLTg77PJtTATNhKYIwEXTwxUUqWhNIBXm+GjE1hjqfzlQ43a9E4uH/KfttndtczVZFOuX+4LNCuD52VlOFXYMv5A+cyR51327olaBgDUKhTWtkFkj1cdg9N4xhtqQbdVCOeM+Jqk8zflx39yG0aLmZ8BIpLG5fQok2fxtXZOWwHVnQaVqa9T1iKaHs00e2SBQrShSUFGwwrIujCj7cnlSYEcQ+x0hF4OxOeIp1MZKqXaJp2Wl6AivoChDD4zG3vHxu4+obcHoHaN3LOuC5XLB28srylpRqcJ9puLKzK6g6PAJy9H9ZMh8qRM8AnA0Buj4d7XwM4uCqesKEWiK7MZohVAs0gfM2LcNRIS6LKjLMkPafHDC30AWaDPc3AArqd2CCcR426w94lA1x33GdsP26Se8vnzG/fYDlgo8Xa9Y1hV8G3j98RP222fUumNtWqyImPXAQwa43zDun7HVFa2uqFTRng1wpieIbVBhl/II8ubQAh58FNVkgMPpY+SZpnHwz/gJhUcdRSUJzL77uAhmSUd/nvnnziNMzKpoKMsIQFzCzj6aggKnITn4Rue1Lv6+mJ0e4QwAypxKTKqeg98Vj4ud7B0vZ1jU5hDrGvN9fLYpR/cfG0hIC/7BZx5f306Y7eatKwD7vSCbvMc2pZ49uuH7LwSya5PlygfANAPc2bLbuPEVC8x+GMhTS0UzxsnexYwdrf5AbjmJVkXyyfNKG06UPdv8vjP5ZFoAVDhHCYez5SCMX2wRPEj9G4NtzdvZVsphPfS9kOUKp+fbmM1IEjYneQqcO3sSf5eYRz2VoYj6cvDIq4wcHCGf/yzkuaUskMJorSm/wL6jM6PVpmTFpPfde4eeZg/Te+qQUSVUyy/150uxXhbSDQEWbprGQZUHg8T7ZePGYrxMotXizAgxjWbcEQzYfUNNiH9uzm2sLZrzMqOvAI8K8PSTyd+CmKOkZkLUfdscFt2G5JAWI1kHpQ0d8cCpYA4AD0xxW2lhKfDS81o9zPVvAse8j8LQkyKLSmEBMTCgYztLKOtm87/5r/9X+E1cvn5jXlQH5FRn+6D9mAYoxZz6rLoj5IbFjCgJRY0Z3dFHt6puLTl6MiOfHTz159t9o5rabFXoVb8HW5iAVrE0mYASx3pK5+xO6ghMxF1WA2DzPSYRiRLNMUjrnYKnblZyA2GG28Yo+OX3ebABRQdNA9lzv/S5gCvEOzcjvHzjHn3H/X7D/e0Nsqpeud3vuN83lFKx3V7B+3cQYXUU+wD3HZ2AZamQqkUB5mZsvRlxdP7+sg3aedG8yIFHvYlk2ZlGR1IbD27p+kKSrk1DIuk9B7m/cuXDjXefzmHw/kMOI279mB97d3j3vgNpf0v6EHNvDqcfbgBhAkk21ORznZyMox2hX6IsO0khOnBU7IvMKR31V7reqR+7AiSiOVaEOSZHynC9CBaJYlFEARiIRqX4NPhQ2UH7BB4SaOB/V9sHNo/aEADO2SgWRZIUlEDtqFYGSqnKGUOExcBU5ygrhYy0Wv+VQiBWe4y5w8vEe8RHWZR7yPd8jUbQdBceHf2+Y9uM6Dq3R+Y+NrWf/Zc0gsgFaUZJNdO7jFIalsXsRSN/DtqCoTJbWkOtDVsfGGMo7xNrHJbz8HSZaWp+xu+/f+1ycMkv96c8Wq3bvWHpbH7OQQIMm3wHZxyA8aq0KgPa1laVazfOlqp9QXSP7yKoGBplYDmRDsjOrZCMq0iBvrZoTXavSufOmAZCzSME8XtY5w66RcUteHHdXzbqyohqixQ6ACjHKmGZbcF5o6rrLbFoOniFU48S27FbJTmvGlcXQm0NFcC2md0+t4ZYMxEvTjqO+27RTvZ6Ss7RaoaPdP7PyMVf4lqoKnBsh9kFBY1Ukfi69LnAEAixkd9bJWQCGhV8oGYcYabtBGaz+pO+QFStYhaXrl+zcexgLXSaAUClaPray8sblvWC52UFlQrpA6ML6lrD9hsWRSds0f+1KiWGCKTrxMxDQZrtdYTwAEbg65NWLKTTiz3UBbVW3MfQdVQL1mWx6mw7xr6jraum3FVzwx1FpVOgBJAW4VwD8NeZH7TNFtd9U2XhKAV3yP0N208/4dOPP+K+3bBWwdOl4XqtKK1gvwv2/Y77/YZWOspKaE2AwVipgGnHvb9hfxvg3iGDUVnQStPiC7WAymqUDhqdyXtHJVISMF9E0W7ri5OB+QZW6lQIbjfLqY+EuSAzKfZh9BjoHbIscyx9JP2znIyRvNnl6+ATlNjH9G/zmZDakA2+pK9yy8SUo8usiJiNdwoNyeL5oGkO6ga/tN3jW4BrwTwweqSrvnR9M3hUW33HHs7iPDMw43A++d24+y/0wKDNn3MBCaeHbUNVA6FVR29VKDxPm43bBRim9CcvUkQwEQ6OYkwRpdMl8UiYgmZl6X3T0fmZbXfwwNutaVUtQBkxg4VYne5SioZ7slb+qmkjFWaM8NxmNEuOjPF/xzlgFDO4Y40dzPc5/hFJgXmfAgFbnh6H8Uc29hm40nsUt9zE08ts3OxETj9VQa1ChLHvjD565FgSKVB2u29RDSZsCVLHeLle0MfA/b5pT4xDqXBBawvaogSWFGTCBd3C/tBmpFlat2nMdIwpZM2tlfen9TnyxM/d7Q0cogQcQKJZSYjSs1za/CJXjic1IAZm+ZgQDxRm1IXRwOYhWNl54+Yao8/UGFJy9jDI3eASn//Z5yGJpCCGRsJq9Wpe0bYhQJ1KxvsdkU6/lSvGbxrWAJJDeloX4uCu6TY5RlZ4Vb+IRDJSznmKMu8TQJ7vgSJQqj2efAFk4zY0caWZN6CfPaYi4dTW1L34K4NB2dA9fM3lyV8XJOsWsdEVKuDgITFTrqrj9y2zTL7dHWyt07lN1r8JABCZb8YeAJcx48qzZ4hxiu37jpdPn/Dy6RP6pWKwGmpj3/Hj5z/i0w8/4H/8P234+PEZ267cdysVvHz+Scf/uePp40fU5QJCsagNf8qjDp6NX9LDPplej+SqirnPvkcmEyAfgABH2/D4GHo/p2nUkUZ47gH2Dvkz1bB3J60LY9gcu0zme1IC+fQJEXf2hRYE68Pcd6ue9qrs5b47RxjDTya12b9Al7iI+N5MAEgjWADBvjM4wml+vYtIU5H8Ok/xmzvJ0BlaoH97upvxZaMCuCwIh9gj7t0sENHD1dYsEqZbtAi8JHoCjgxEUl4cdQZZlMBaxJxhiyA5FHNM29Vg5WzcB3CpVVOAIGhU9F5DNOKPNe1cpGLrO9ZlBVnaNFskiKaWauTHvg8IEdrSjD/LqoMxH8Aw97cIwL71yFzQvVzH6fIBICv6oZEBuscCWuFUixJohNH9vuF2u2O/Cy7XYlFTVuyjVPzTH19MLyk5930HNiNa3nnO04bgVP5Z4OiRtGf52JA4k1hv3AjKsWPzSMCBhoUsWMLXGovKwroW1KaRA60C61qxXtRx/enTZ+w78FSB50vBui4odQXzwLbfbWAVjRIBtvsOImC9XgDxSmvDKkCp7Hz3YVFbz0jOsavN23cDPZPu80APIEVEuWoihN/hatBtWZbUccSWpd+x13vvKhKs/F0egHC/9YgaY9YxWxaKYgyeEhhzYvLlHMbui/dsY0qy6uzzXyLH/i1YTZP+4myHniIg4vVfdPf4+ciBdWf38EymkItsrxEBTJ7WpiTnL69v+Pz5M9pihPZV9//99oq2Nj1wDroGQaWKellVQd7v6NsOQLBc1qlEA3xgCyXrU0AzyPQ1FCkNEpFG4niVcXQj/FoqCKLASx9aNYEIkF2Vx2UFbZuhqtDF4vxKZNrF/WADbfVnT+l21hZhyL4pYXYRCHeM+w1vL59w317QasH69B2WlVGwAbuAedOxlgLuhG10cFEeNBTrCzNEOph2jG0D7xvACp+TMArLXNPvfCD/O6HJ5sfHGPs4LrbpMU/GfGCmnvgJU0Sx2X0iBHHOm7zdQG2Z5Hy/4PJ9Q6BBGnSSXV1GR0tJvnLq5llTnkrpxbcgftB7REni2PpLi2kaaj9zvW979OsrYv3o+nbwyEq3kwumaUhm1hBk8gEuYTwDwChQUmjb6EqKeLFARCVttpqkPBjd0pUO6RzeUUfnhqjD5wSdhto6UOARSiXym5JRizkJOaLAI44AC7M2ZyqikqwNOWx2ckjoVTDTGZgdSdQ0CM/R5UzO5gCMO0hBdmHmeDyblbMHgBT9XJR/jzU5I5w8LY9I+TciKoMBqefF7E2hw9yd++boP5nlLizoUCU9QCg0QKgoiwJvl+dn9N6xbfpv9I593yFiVVNaxeWyKCAINTSqnziUglKrjlUhK1muPASHdEbf7NmiybxqUjQacVomAiPlZrWsAYiM4JsKh8SM1gFAth1t0eeWUpVk0PiAlqUFEDAspB2e223SoMOnpxy2THzaNULJNKxHoxFZKHpYwwRwRTXZ16ixB6vcHe5CM/BjyNQn2QISAVV69/XgcbHUwQA7XA5ZAnRwZz/zk/2qF811PnOSj+s+wNfzd8V1E4HcobB+uYwR9ASFoISImq5LwR81eOhJzbKisD3PLEdJFbbI5uG8tnJj9OXHRhccackOqXrnIXU5oijdFSK+Xmrw/cwoLSinHU5CivOWbxL1JYP41OYAheT0OfimSyGg/tlWVEceDoPQwMQQUcMLpaItCy5PT/j044/4x//+n3G9rBARvL294dPnFxQi/Jv/x/8Tf/8v/gWuz0+gUtFZOS5aXfBWScmzQSh1ASnF6bSl6dihw8YtsNNWlQtxgujDvGifalJHX7rczpB3Y0tfXvOncTYKCYiBM76zEcrxg95OSX/7s0is/zRTnohCp1Zz2vxARW0Wi2wMWTqCtmA/tBCz5ZJX9q4f8l6GHnxQizYMjQ52x5JnBUqVp1/fRXMV7tPq/wgz+giY4FFBAmwsAM5NmPtmQyMWXVHne3a4Og12s9GKTH+CfLuZJobuY2sDRLDtA9suwRnTKtCW5FPBKDsW3a9fXzW1Z1Cai1rQygLs6kRABL0rDCYC0AJACoo0LFXtN2blP6llx9g6QBWtVZTWMHoHDwXfl0Ujg+Kgzv7JGDGW2W8YHXpiDkuB8UhaouBe0fWrNtsYovQmd0apjGY2XykKkBARunBEA/UO3Bl4xRE4StbdL5eX09+GGak8DDXYm8DQRT2lvlh2h4jvL0DW6x4Qsq5qc9RW9QDOqod+eLpiax3YBvaNUWrHUpSkuNUl1r/bv3VpEBbcb/dosM5JcPBahV1oJLilHFHnSZYt+rll0e83A18At43MnrPFMCw6yB1BlllURqBpeeYrgzQgKsAeB4iG6E/LHNJnmV/CA/j0ifE3T7B9fjq/DtRGEZsyv9c3G2Nzi9zH9wgyjxQDTqr2N3JNDGf6cIKi9jl5JJGEg6x//vx+pHecgB+LpAOEo0Xh61k5zFSAg5aDjvQBgGC9LPi7v/tb8GD88McfwINxfbrgd7//HYgIt7cb1suqXLxN+8SDcX97VT3SKpanRdMYO0eF6EPaF6BOfURGPimIQ4JDmXkUAFoVTgW3IljllwVPv/tOK1OPjr5plTPaBW1ZsFyfUK5XXTSebyxQ4CojodUUfHxGJlgS82Cnvnn/FAFkgP7qe+D1BfuPf8TbT3/Ey8snbPsNl6Xi43dXXJ9WlPECvr1g7Iz75894++kHbPc3LIXRFu1mgRZSKKyFpPbRIXKHtDcQhjZldJBY9JV41Dwp2r9aFKjnsDbb8dzQc0fWbSlHeh0cemwuf/PCCr/QTujJxncGETy+j/PjziwT0ewYuEzanm7r4myvzKWSswrU18vRugHaiiAfBvsaOD4vtfdn+j+/q9+MffPgg8z94lvtpm8Gj+5MqFUjf2otMwqpFJRKKKVZA1ijFlpNaFkEaX/1GeHA+f+CHRlzYD2VaeikEnuKk4ECXqnc72OGAgAQu1sv7x6s61Gi4s4jhC8G2xzqiLpJxjLxfjCAWTiiFAppeUo/Hc2nrqcnBQE452aQAzinaKoTUDQ/7A6Pg0KpDw+MdO+yG2gg4GK5u2xgXHWXhACqasWwgy9E6MzgbUNtDXvfAAZGUaWnhpdGB5AwKgPMdVavi4YoeeX12rAPTXHbNyP0BqNA862JFWBqVU9Pxygg0vO+aulAQ8TiyLUyA7UGqg3oGqotAsjCikgXrZVXpGoFuaGgnyuoiKGwza7WOkmGbWxz2OJM1/CO8aHqhP4ngqCNX8ReC0vJg4MogIeYV1Gw0gnOQQIwHRQAO/AjWQkikfvOaJnFgJORAAqRCar4IwhuCBQsX8rL+Atex7Wqk6Gjp3Lad093qEGwS0SoVCyCa67/4ChJzomvN50zA6AMhIlIvA70FOqdLwWQEQ4kgEM+vxuav/R6GAqOyZuRVa6UEtxafnoy9YMcx5F8H6eZJv7lRhz/fPiZ0+dMhjuTcrVYe2uaBwX/5+d1zSgoOHrH2DbcXm54+fEn3N5eNJ1VCNt9w9vLDdvthuv1CS+fX/HH5Q+4vj2jLlWdPKu0QgSMyxNqGyAyYg3YAcjpyvo2dD1cxtSJe6TMp1FwllO/r+MrXzCO/HPWsm6cXb67uhkkSe7zsHsb5mtqiJnpkypByeE72YZ+tEe9i0MispQrxiPjw/fKDPwj3ePsnKhDpvYF74y+76HXNLU6kXcjGz2u034j4JH9R3eu40WYa9UdTeuypgf3o6x9fNa/NwsGCSeVDHgqMzLHR6IUK5fOuqadzLjpGZ8eeIjyBqne6+CqNsXb24xQ8kZ4RA4R4bIqj0yBcZKQYIFG9ChuPsLhc53pdGLrekF90kOZbet4/XxHaSuovIB5oO9A9eIPzMqnQgTIQB8D+6YHaOtaFcwSS5cSQbWIIHXykxEO3/cKeAgE3QAU3eOWWlCuHBW3eDB21uhn5ZOSNA46eZ0nYOSg0Z9a6hyYImhkWhnAKj73tmeZPKBohE2qXYKl4UCAzMxWqUqjufRwrGDQdGIAmI1jEWBQwIYHY9vuulcua/CDKhhUsJQFIi+4v91ib7OsJzArGOnroLWCy1qtHWpTOCWF2zvCgt7ZiLmda1KCZ8rlf9+1d625PtUx8epuHrSg9gBwfbJ5ZGAQjG8U+MMf3lAsNfRy0arADMHry4Z9t+APN51Jx5pggJmtv/0kAznD6DegkuLqY6DVgmrAIIuC77UocOfp+M6B5FcpZFyRBCHGoB1FmtqjwXUz/Ta3mwKIMZ8RRk+h8sboYgf+NG2bwyG86xIB3m43/PXf/z1ABX/8wx/w4w+fcFmv+Pj779F25TaUArSmUZGlAq+f3/D50ydUKni+XvH09IRlXREs/xmMschbT08/XNEOUdQxV60jUvLrWlXQqGiuMQT7/YYff/gBH5+u+PC770EfP1j0kId5kgIq3RV/2hkikijvuf6LgzXpNRF9/rICLy94+cf/Fp9++AO22ytaA/769x+wVMZ9+wn//OmONm5ofEffO7a3G4R3FGKLGlIbeGkFL68q3dIHxgYIbWh1Q99uwLgBcsWRYMPHyojXiI9gkdjmhAqkCtrht460mhxVBvQ+Pm8QxEkLEZzC5PA9nHx6if8kQGf6PY+u9xbWaSq+AVDVj6mdSSCzG7/pa9aGaS+JU1p4P1JDc6BNBmDPzZQYBz1c/iXXt3MeecSQT6q3lmYDJkIMAKz5pVDEUhJ6Fj3ENGyzuLljm0EcTy8R9S6QXPBHjZ1OP2x4v1DuXB0pTMWULi9H6UYJWTscYMqADEx5DDm3G8GY7womHE6o9ScHIRbLG+cgtDtElRozYB4rYG64+qK+m6txCHvlLY2T9ygT1X8cIeuHBeYkeTafw/g8quUeFxG0MnO9B/tJY8d+33G5rGboq+MOc7h733DbNsjSIGAwL8ZDoOlpvI3Ip4+m8NATSuZA1PzdTmZ0o0IsxntiLxouDW4a+soMIiUxJlP+zAMYxVJFi4Vm1umAuPMHl8O5CjV6SGWSbcxtLwzZi9dc5nwhEwfAXItuvpH643PusvQz65pILH98aMW1SEtKUWew+SSgkvMVAIAYH5XOfxE5ODrZkXz33K836y9yMSuRp7DLKFBRwEVmGV8AeX2rGjMuH/KINZrjnT8YugjwHhei+AfTL87BRfG1GeU0lTTm9xNJYqxf1wHv1NV8TZBS59IzzEdLczLTKOemeJwxAlK1BvtWtMW+lu4Z3aDTz0CpTjePF9OmHJu1N9rHx/eI2caIDJWhKZpWjURBpB0QxtIaGgnu9x33247eWQ2RwXj9/AYAuLzdNBWmVkhpWC83fPzuu5iv3HibkkMbYttLZD0hUw+2Ftcd3wxghMdPESqg6XozUttlUYQxyEG3c2SS+JAe5E8fYYcsab/KJt5XGnfoR+BkhOmlvevK+9cO1i3N9njItt/Gyz6DyKqApogm12M2XpL++YOy3v4tXGfgyNyBmJs8R0SIKCGPkPCAYneKl3XqGMAsiZx+0/QfIaXlJGBpaUBthDEE3CVK1E++IWBZFtzvu3ICuoHuczAEVBVw6tyjUgzGCKCpLQ2FWuhZIsLb6yvutw2XywWX64JSKu63Da+fb6i14vXtFQAsulgPsZyOoDQFv5dlQZOG7g5iHxhJO+UZX9cWey/HgRiBSO0dLQmuUe69DwjUtqkXWClmK3M8FPzX6k2AkO6PlYFqoIWTY/+54nDJ7u1pbB7Jj65pcyEIsLlOA1EI6PuY3MCkB63Foq376OhdsELQllkpVuXG4E3RfVbJpQUoVlLduKFEBOiE2gTPv/uIl0835fE0+0cJ0QV3Q3ncDl7WRe+5Dz2c9EhCQXApaeCCRvsGWAWNUBXrfDXVUsqU9W1TUMlBIwFw7zoeuwGEHiTi4FKx8etdUyhrVdqM+32uyeIBEzzXsX8v9g6Za/RwrkAnffUrXnEgb5sgie91fsie4FDfL04GgbheoKl3H9lP8Dud9xEAODmt4WPayz6f9i6oAK2s4L1jaQ3Pzx9wv91xu93RXm7waNvBHX1Ieo62dYyO+/0OYcZy35QXd11Ql2bRMNbaAJR8p/ROzzEBT45cEYCahdPVotFIIkBVgPT2+op//uc/YPm7v8XzYFDvSYmLgSsmxHGi6GPhoaR2YjCGCm9zoSsaWggYWjqAy4r9px9wf/kJt5cXQAauTwuenxuePizA2LDvA4U2EDYU7CjYAd4h3CF9Q4f5W1zAFiUY6cODMTCw9x297xqGx2NuWIVnX0QAtrDDGE4FUeZe7bJk9mgtKXUwGdZ5HvJ3My6B02spA2l+HvM1YG6QJ1uVTAA94yb8hJy+Rn4c9mWPSL9W7PcSvMFEBTQ40VEejNKwe46iZ5Q49r7rHPf34mfcw9YeAXQ6HFW9J/M+33h9M3hUrJOg43hHhIOfukej3SGhg/PxNa1J0MpC5Ej3wWPRn86ODpQgYBZ+f88kYqmtOEyCp3NNQZsPFZml6V3puf17LiMqh0bSNNxtRj3v1jc+T8eLdgvgDmRG/9RwGUnJi/kWDcvlovfrPUpVTstJU7c05U5HolCzggBipzkdVayCGWn6TWsV62UFsGPfO4aVdgd0fhkFUoCSFrLquhnCp+HEA310kxUK4xGw6C4WCBijFoyhBhvXgoI6jUUjsuW0ENjmpIhFbhHs9CPNkRF2x3CILcrSAWn2vsziZzYnVExJFp3DkJPDb6fXA0TSfhYgKZOYWDXGBEZM6GAOx4YMAEtboNHdBVREI1UFKKSpUsCx3qu3wvcanQ/rNM0NvIh2K4Ojx7QRebh5u1L6j+6i+YvrEK+aeFDs5gxECgMcIKB3t5u3NJ2WwSQ3FMmi3UgNl4h8TN/34fQyyKUUsAwLdy1z0xCJXJFqJ+dixnTEVAWYZT01lesmH2bT/Ol6ajoEVBhs0YoFJ3CSDOz37yZxVlPSnh8rwZ6SdE+M1dfEx+TUycnZ9gz9/Wh8uj4FzMHtO/btjn3bVFeAMDCw3Tu2+7DSyAVjAPt9xysp98WyLmjrgsvTM7wSJ1m4B6X8gsNO4Pud62fAKim60ZKA4di0NCpPnQnlfGvUUMT1xpSFGa3oOjUGR+8N10FTfh/vdofZmHN64ijLYPjUbad5sc/O3/OgkMn7CeB06+XsPcfepaMSlUYdFEqPnevE+ut7RQBIlsrIYs6EnpaJG02pNwQz+n7ly6e05r9pprO44+/pas5PFLJm/oTTW4hMR9X/AYCUeYAd2xLFWZNyIzvnC0FDWKARF70PDBbsXSCW1rNAlJi7zAMR318Hj5BHrznil4fgE1WrXjaJbrftjtvrDsD1n3Ifbrc7Ls9POg52iAGYfFoqCw+2wzClT6hcMCrhvgmWNst9+6DVVtCWarQGBlIOTTlmIggYfR8QURTBD7mqpcgTkXEyaSobfE58mZbpx/hS+XPuloJJou78SmMYmGTy4QH+VshWq8ZBI5XcJHdwUn0pJRDfNsGlAmsjtKaDP7pyhrUFaoexph/uvaMUPcRjYYzOCrzYemTuWNZVQXqrOEsOCkEimq4WoIhGMEjX0u+l6dx6eewRB48GKFY78OsAROVhWdSOdt9Q+YqAQTLXWrKRPLWXh60JIFRvcB7bmuwDgAGF7PxfNAFdB4+gzYmAERKLBKSZxRR+LtR9+XOBjL/kYmZwKShRCdT104yyNtWqY5Q2LgeNYvC+sABcNShxskeK+DtuT81dQARgtohnmn6FFyByf+LpecHL5xcFjz58wHq54u31DT/84Qd8991HrJbCDkwne7ms+K58B+kDfdtxe7vhtb9gWVZcrhdcn66o11VJuXlg33aVu0Koa7Wt+eQrVi8ZlXq07xj3gfF2UzvDigmslwv+7u//TivAjgHadqu+TlNAyATz8KwkLT4h/jIRcL0CFo1Nonat1IL7px+xf35B395QCLg+rVgW4HItqIuSYo9xA487quwg6SDpgOyQsUF6x4BGqRdKGTmxv1g2hBFi895RegeP3SL6ncHP22yhkbm6muCoTH2OoYtWxoxcOwhVKN1sTMV/5gezTZ+AzIfKOt8rbDm1JVFghdgm4CPk6ZVmb6S2v7eskidgaDJROnxOdCMnTyXa67YjJGc7eQaTAe7JZsv22Rkozq9P6+uXRR99e+RRec9BNB+ewSPt5AGRI4T5+/67M2JJlVd+hhvL6RTXQhid1E4n6gsdTkbIwRD2k+NkeOrH3SFzAuhxaLMAVj6+RvUhE3cEu0x0myxFxjhUwBY9I7ZW3KiqKLUFSOKpgCSiHB/wNSI+nJZ2o1E9G7MZ1Rx9CE3uWl/IjDk1wINMlKClOS00tbUKwWIVKBBgjc9VOvc9DHKx/uTwUgZj37veUwTeEw9lBiic0Xk/CTBnWMUjzcE2hYhknBZNOSrV+VtSG+07WdEKJeDGXo/F5onqxa0J8f/PduH4up+MgWZEHRWap1yUTrzIIlPYq54RvCqTV36bBgVNcC42bU5KNm0kJquqiyTJyFTykmpj53lzxTM9NntWKEP/3J/TJP7TXLEnkK8rB1fK4e+T3jyAQFlfHbyv45PiGTki0t8qVQkd475lGmFZqxMpf5dfJ3NkdsgMAZU5DidINy1E1OFxhubsyaEL9jqbzDEDVOamRWkLSSok+nlobJKbL7pMZ4plwrEKm8ArvnG+ja1Ht0vncFhfRTTq4L4ZeKQRSdv9jvttQ9+GbqRoEAb2nSG0wXULiPD0QVOI4XhdLvTgYHc6kPBxcd3q+6suoaOxQgQFvwhwIHiMgSY12Th59zbtkmVNTn9/YXzdSDmASuIyeTRBctiy67KTmTWnIFsg8W7q/7tv6Gf5dE+ETrL2kMwoBedv+ELXvAiAn5aFk27Rsw4qHMD6UPrHNfprXmYuAzjars5ltPH823md/XMFsIgXjRaK03c1EdAaGTkywEXtChEcaiD4Z31PAvQzI9kTfYxDupsI0AcbmFXs8EMro6pzbRFKcYo6D3ZFALbiCvr4CR61tqD3V+x7x9K7RiHvHXsfqLsW1ZhyLwq2MlnFtQHxSqpSjQi7Ytu7rtmwDwRDCJeGKKihhvYI22C3fKcxhh3gJZmxn65rxzCgoWmbBDisf8ExZe3PdQkmeNShcuP2SzV/rHnEkTcKiApswmY+mAlhVcxRG2EfgrVpqpaCI2yFOIY68ETK6WjR6qVWrfRmOiUXE2YWbPcNhRqkuKyYfe9gJ2ubiq9ZVr3ARflUpLqe1Q8p+KN8WuIR81A91aqm2dd0ECQACrHyXYVdoD+HKOh2IOkuUN5VaKSS73+eFsowENYWs1NDFsGsmigqJ962nDrujpxn6/y5ZeVbL7XXGWJkFACF3vR1ALHjIklAv8y0d78eeQZ+fUkLU9JHMm+uh96oyKrdJ5GItIgHEfafdhQQrh8uWNYL+r7j04+fsK4r1suK1hrYOE1ZlIdrXRfwPnCnGyCCXcQikVRWW99Rm9JR7NuuB+MELN1t41McKekeD/KDQwD3u6bWG9dXLQVlqbh+/IDn332Pz//4j+DRwfcNRaDRSq48RWCKz7bNCEGKtXIwGB3tJ+NzU+kHj46XP/4AEk1NbLVZ9UtBrQPcN/T9FaO/YfAddWxg7rbuO8AdkyQakJnABmCYXidANGOj7wq2rdsdY7srr2bswaRjJmVuhi4ApEeYXmU1GWXHaKGDwPhYJMVD+ILddDAij28dzZuTbUvzp/VbTXHXKWmtSLI3KNldX/Od3NC27xWx7Cih912ArS/Xt7ZRk9k/ccSYfHTnU9LXcwcBrT7sIiaprzB99W120y9IW6N3ANI0C00RfUUlTlDjiMq9j/yZzzu8lITkkGKWfhfILONLCAWXwSOyZ7IAxU9B494F5E6a6GbpAJUr1DGGAb6+WXkkYdFJMcUHCJZW0VoLgKCbMumD0VCVuG3RE9a7sBE/Fq0aH/NXMfYBB+FiLfrpUQpxJBtidTgZcIG09jtZuQ+bMIPdSo05MrJoVgJojzwi4JhO6E00uailYpATzKlC0NO8gry1CCHImhmuCyWMAWE1FHutEQGhgFpN8gJQddJHZf8YPCCDIWXyf7zbttLii9gKe6aeXvnfDBSJsMKQSRcjuzVzuo+J67CUi0GiJ3/ZYY7UsBKpNx4J0CM60+fntJYkZsHa/WAJuBjbHKnc0+mDPiwSt4HA+lrj+3nMfvvXVNqunwK8LTNCkWKR4PB7bBAPNpi5n0h8z9H7DDzPzaSE4eXGlxtgeSxLIXTj1FKg8ciF5RBeTpHUN7WgANBQyzSwXNofSP1xpA5v+hoA3CN6v2/MO/r6hJmb3v0Jrc7+UWyG1h8Hfw6yK3n4dCzkRPLuGyOzRmuYI9n3Db1v4NGx3Te8fH7B/QaMoXPgz9rHDjGDRKDpDxB1tNlKNfMYGnloZNF0KINp+4rNecypO5ixgOaeyA54E0Go6PfLnJ//8MsA6FTdMc9W+lTYVIe9OTkCDha7MSLxEQl9GZg6poxOHavvaGTqsXcnXC0MI8lC+mhATLc6CXyhqmmpiVhyWOGCQsWIy0tyVOWhrfhrXA4eeXt8GefuU3ofUOfWQaRysqUBr5JGmsqjxhcgxrty1ffJTICgm4S+D3uWR1Is1cmqgVYngf7eHTyqKJUMsLOZNwBajL/C7WBNO9LPDh6gLhApGMxYloZacyTSrN7LLNi3DevTgoNCAwXXkNi+zMO/T6B1wTUdbjErIfM+gNoEbfV15zpBI65lF6XMkOkkezSo7/9uE7isFqMmiYgfBnbRSBbBXy6ShKH8RyNhr4M1I6S2tJzMryIBliu0EBIQh/+ADnVdGp5ogMSq2UEw2CLki9ozIkduLABW8lxDnEqZthGRcgwurR0OHwGV5Uqqt0ohtNaU2BiwqKYBgUaWe2GeuhgilqJTps5xomXV615dlqOtFvkDhH222Dopxo3k/rrIzK4hMoDIUJ5KM5XNOa4qlMrGv2t0xSEHoR15zpukn7+Fy9NNSxGzn4CsnXS1+373lfvgq2+HbTQjTW1P98P7dBf3S+ZB/sHEAkhtvNE71nXR+46BuhCenp+wbzu27Y77fcH14wWEis32+NpaHDpcrhc8Pz+DCHj9/Ip933Hf7rjdb0r63xraumDvypW63TRiUo9I5uJzH5AIxgds1bZJdWddmnLEtQq0ArF7gxn7fcNCQC0XRW4Ptjp84z4OtLhNDxWufUDuepjenq4AM/h+w/7pM/Z9x8enFU9rA3AH5A7IjrHdMPob9vsrmDcAG8a4Ydt2jK6R3SwaXODAreprUjAOBAXNADJQqfcd29sbluWKvm5agKSQRc67YrJVQVPGQt78NX/LFqenD88TEfd/kv3hC/xLQuiCVCih69kXmvae+0zTNaB4JBlH15RpxQvCLkz+NUHHKj3k3Cizb5JVRdOyykd/4v2N+Z8ZJ+S+HDT9GLCMHDIqD3EQydumh5maakkxRxRr7wtj+OD6ZeARJaco5kP/9gpiB+PzS/dKZvREnX0Y00Bnp4vc0C1W1aCD+9BTKHMWeCgvjuYl6zGe8ADvI6p1AcDogtEFqBruLLUB6CisXDgiBOYBEUbfVYA1fNEqLFlaXVRkKoRGBcKEve8GKLoDj8jhTEGuB5TST+a84pYmjti9zZkREzY12ky4SkFbCBANxY7jDSroe9fTD5pEuQUOIHFUM/LjTD8NVwNtKN+AsQh6VSEUJdfzyJjspFMpqACGnzIakTYT0EVQOYURlzI3VzvhY2YQaW7wEAbJQCE7EbETs2HcTAPq6NWqlRPYkdQviBwdFqfKk/6Ww0FtkQ0GbgPlQlhrBTUlCVeSRDNCi51K9jGJj8nC4m1cNDKNDcVNRLFusCKBC7Fxl2itGjti9ykHQ9cd2olGS7wG2Imwz0/0FdNawlyfGYedY/F4HH+rF9l6UGdE/7mD4fwZWV593WU9dFDwB69TnVZGQRWNGooTJmTwI4Oz9r7MqlTFLAzV33Y6W9VgEOIAAjyP2qOLIAjCf4agW1rnmdN5bsUT3M+9UF2k1kAGyfKJH4jCCZjyYQ6/fyYEJgEB4ifMPPtqEVOgGA3Mjf7BlfNBwDG+ZM7qft9QMSNOydckEYZHIu0NPCqU/0tN9X0f2O8Dbeu4XK06Iv8zqhHtgwCWgcvTQFkuKLgAIEgroO6m/hxJB5EYqtfFTs3r4ntLn+BIiNZXTetffr2z1t8f3ETquBltRyCHIvVaDg1F6JOsU3Q/5AAvnDh38EBJs3u+yHOanAxkAKVUaBSI7nF+QODWA4nyv3FEihz7JiLGhZN0Kp35FP/E4/0fcC3AIbLOp46gTilhptWQ+cn7NqucERToebnpZxZLJRssWuZZFDhg1uwFKtAqZgRLNdLy6R45EelxRYmSxRAG9c/FIjKOkKSnfGXCaDLZt+x0tGapeSYkY1h0867if7+rbrw+rbhcr3h+flJZYODt9aZRQNIisjzPpoI6Ck2qDbAZqFWwXFZNnepaet19g70DddvBVXWJUwYEVUAjvL2K0oZUYFkEtQFL0TYwjANpAeqlqB1zUx6gbQAvG/B610prtz+D3HztGulnFC9jYBlTPtzfcMzFQZTAxN0fEcbl6QLaNkT8PFGyP9NhsR+sEYUt7VHldmaoc1KueLvdsDsfUQUIjPsuEaX03ccnPH+4mK5pKNtmB9BAUDSUAlDF4A0YGs1UasVluUBYC6ls2zCwUDcjHgO9qzwHiGp9Dc6vBQBRpH7wmKlkThtDfWpFX3cilhaa5iJMOP8byTWV+bff31MOfwsmVmQJiKAc9KnZU0THA4EHjXadnVcsjzHtrVKVR6xVbNs2ty4i1Dqd/9hFjNBe93wjpiJNJS1V9ZJnHlyfrzHQ+7ZDWPD8/ITeB25vd0gRLJeGZW0g0oij0ZUEvFpEG5WKj//yH5Qg637H1ne161vDxSsUCGO/D/NHdbfK+0124NUfqiqPtRlSaSdHYBAz1usFvWuaF/eKuoo7RrZBHO3PjHUcxx4Q89WWdYWUAuw77i8veHt7w7/8T/8VZHsByR3cgX3bMfZX8P4K4RtYNhANFFL+yHF7A4ZGoub+qQ8LCAr6uKMPKzYEbS+Pgfv9DZ8/v6LUFf16R1tX1FZRKwOlIwCksI10XNMqQ4TA+1MJGk55FNrTd2V+XgQzQTwMc5ihmNID34/lw8H1DdhDeoMGBnB/cq6ZdMpjV2QDERkVz4l7lTRThc2ekcEYY6CIAuF+8uMRswAsmMWH4dgRtYP8/tOum9Ffyd7/E1y/CDziroirLuQSBryGzFYtk2sb/2BNyPbS6uoQ2b3MqHVHW7ur56QFaoDP3HePdKEYQL/EBl7Lm6uxUrwMBuz+pahBb/nTbLwhh2fbpgPhQ3TOuytQPDz8TKTwifIaFagicYeNBRHu66ALRCDm6CLnPSahLFraAOpUSYyLnqI3YDHnbTCGdHD3lLsyya1LAaQf+gyI8ZtJxPD2vWMfI05xCWZMGkBUqpO5zn64kyvWbk1/q0qOCDf4x2E+XUa6sJ3s6E2ER6RA5pSEwWogAnb6JcmwERiJeYVgB3OdfacGKk0li4s5LRWgqjxQpcJ5V2R0CKlsx4aa54MADOuP2OkIc4TM++dKKY4DAUKWUz4XLhWrdiTqPrm3maO6rNuH6/y3YJ6y6d/2KsuhyowrOS8l+SV3T2IM3YH8S52n/odeCSwhREh6BrmPKWr6mvaRDntWXtcRJgrlnSqmwAYzqhkJrgclTYIj+b655ZRT1Ul+Ev6F62yNwm/1PrYzz2V2pun0Wvx+2uBmipL3YkYfeJsjtNWBJ3PgfTxNrOBgxTFyDRMYy888WOCnXxMYEJEmvWMAaG3B9eN3aK1hWRpKKej7BiXOfsOnTzte3yz6qxBEKpg32xe0TPX1ekGtJSIX/b14nhkixfYuwFNsfa9Knctzli/rt4/hn/06eYZOL5FF6f01T5udi8gjjLOsDTtIGfDIPszDAh7TNoNx1BWA2Jyz1MCIOvuGS1OlvJCDgfLOXEZkhxhzDU0DiRQ8BH2t43+xi0jLkIsYv5ANQYVGQQCIima1zIiWsen3WtO/XwCsjABjIIC4vVqApSpg4qXPdR8CalFZGF0d2GogQmcAfUxgWqwdBry/bh1r0/sM7sr/SIRlKaBScb9vIIteKkX9JD/gWS8NBAlAWSz9a1kIVBa1MfYd60pY1gWXywXbtqH3GY3rUXMgjVCRqKo75mFTVwJtV0C1EMqqgzoA7BtjEIcd7UvEI7A+fCjWNuU12l8Z9aNY4R/VdzIE466HjLVZlFY1sGwoYXYFUtXCP//lbpPGQujVAVwHgAVhO3tkCRGU9zAdhMdWYDLYWlXcjwoqyMA/RmuaoibDKuqZvJSyvOMadYcmQAlrKAHoZmt2SwPcd8a+7WBhjcg30LKS2Zmmhwp1jK6Oq57tsVUDVkfLfe23N0UxPRC/wIAeVlmPw0WLIBIYVcCYhNlCAAw82rtzHs0T/nUFZIfSTwo0es3moJGpNtK15CmGeavj9O8vKS9fujTCrlhk38BAijJpSo0xwTetFNz3oaBPU98knGbA7PZua011MJOmQJauleumPzJ51Lh7jiX9rP8F/85grJcrRBjbbcNuaa8fvvuIfdvwxz/8iPH6hufyhA8fnkGtoY9X7MxGvm5+Q++gn37yxyvn63M9btpEWJ6foTNtM5hRWD+ELkZYZ7aSDbIJWAdkaJTU0xPk9Q2j73pQHym7Zod8ycOfTgZ0nwNoKSiXFfj8hj/+f/4t9tsNS2v4+N1H4LKAsAJjoKChjgLeBYN3cL9h9Dvets+4397Q7hsWHg43wA8MRZT7bd80DY9ZrGK08w0boD92rO2uh6LMIBb1jXw1OnrrHTnYv56al8Ag00WT1M8XkhzT1fLYfHG/P70hoicuMuUOpAcUB57ElNKs1wz+8BxVSvQTsyHpySd/+/31+PNf6s/h0D/5FvbX1L8PnvSnvr4ZPOp7R2lRqD3+ByB5Y8fvsMj0oU2hZOfiSwMarpcAOJXk9YgbXcaTQ6HWgstlVcfDQtqVePnxSXwg49nBPM2Wpkt598KcCSesJAWTuZ8qecQRJvgCz8V+HOLsANmJJUSV+LAcxoQmxvu1YiFSkmrRsoaDtTQ5G/EyGSHs2CdiLvCw3wESsrnS+/iur2A4pbQfnRQWgZfu0IgpATAi9aZaqt/mcsBOTmvltz18UDSVrxZC5YEy1ImRohFcCnoUS1PZsbQFtS0oXMG3gSE7ymoztwFYNKXQw/gJBFgePSAa4SEEEgYVAwac68jG08Gfbv10XgG2UFqvqgCxKLCT1ITM2EoBKZDjhlakTxUHnthO7Sawke+YowAAByE9jH+eHGWhiaoAx5ZhMv3TRKm108fnYfIU/Md2zXGf6z69qa8DYJhHJdXof4zU00EDcz5DRREBQmoIFS0rGoDDV1R1BqkL0QRgkACSWNZi83fSQyZHCREKnaJ/Uhjp0W+af58ac2qh4KCGk87ysXowyElstPFzLzj8eP8c+553F5BI7y/QeUChSPtnA80vz88Y+6a5+EOdTJge2rYN9/uGvitwDC8EYKQUsmuOfi0Vl2XF9XpFW1d0XgC6gOoTSn0GlUXBpq7GIzX6eeDnJGchN/AO0p+HuFlsP6A59hKvqw6I8T7pEz+90ygCoF4uwD4jGf07VEUzU/z+XwQv/VnTsMnDlsHIX9RFWDoce8RZQWkFFTLTqU2kz33VA4FfH/yO8w/SSKMq0y4kMgJfBspARNi2Ctyd5NgiHSrUWGsWAWGFrNAsKmJdGl5eu6Y/C6NV0jSxVnRPHXpf92ncn1kXt5EccFOwzg98933HHtFL6mQuC7AuCwbvum4LUKrqz8GMt893rcbWgFoVsF0vFb0LXj5t+P53TUm6+x3bvWNZFmzbppEOBhx7yhgVBY6Zj3Ouhz2Cjt1e11GtHn0qHYMVsAOmHk+HyGitqnNrXE4AcH/bkbBkiADbLmh1QGrF3gf2Hr4DDEv4i17e21zhrUAridWeIm7sww4kFwuCqBVYGmFdG9pSgSGoTZ2nwYxug9bM3mdm7F0j0VsDYKmJM3Jlbh+a0qhCa2bg3EcRqsd4kczGs4h2INlH0DZf1hWEbrqO4uBu9IH7rn1bFgItejDbh/IWVQM0GTrnNNRfLDLHz9sCGBl21e/6GovPmf/vIOml2OB7DRPTQc0AVIGu68EKVPmk+XCY+P3qV0RhE5kvP/cyX1MO5AlK0mX+GduHYanFtQJQW7/WduB1JCLs24ZuFBdxoA0AIjOrg5Q3UooceAchab5YsG8DtQ1/S59hh3K1KSC98x37vmO7b1h4tisTcYuY+e8ofApXE5s8Iljep9lhB/AIc58pDOJUQW0ib9FKUrI61FbRuq2ffVe/Y21QTZ8zIjCFUe8w702AgLH98Qd8+vEn9K3j6XrF04cnjch8fbUIKAKoovIC3pVSZe8b9v0N+/2G+/0VGIKLgTX+Py7TNgugopDKva1ToenHH6OxyCJ3MvjDimJDAGI4FUl0Kxwg+27ZLWbCx9yQXklVIcROMKjovfvmYeF600HzAU1mmCEwFZSTwTmD2Z/I7zkeos6oyuOH3GayiDrTh3FCBAR28C4aLCswuJ2VosYPz5q22Z/q+mbw6OEzw3lIwnT+pDCUc8JvohUZvHPvBM43eLwfnPxcPYGcLSPX4DS/e5g8d8pOzjJ8s7J0iXfOlrfr7NCdvIqDsexEyoqU+MHYQSBmbvZxDPJnPE3M7+2REoACF6Xa/U3gmeYG66lkPiDCxtDu93YAwv80cm4vDz3BDN1QDhWYzPHQ0wOZFXS8L1RQSsPSjNwWA61Vy39Vo55lQIoqow0dY/dSsS3m3FNA8jj5uPFQA0JP2WoAjTMNyENu52kZjJeKQKAxQGxpj4lN0g9SfNQ9umeGK6oV4BsfGcBFANhL44CidGkADwVqydq4VgGYihohxTcLCjn2KJApVDAjZQI/7lh5ioqLTibJPoiVyb8aA9NAO4MKX1p2v9XL0z0HEP0YID0OHAkog86r1GMUTHDkiOgeBdZqEe4YA8k69qfS/JvSz9MVdoTpmIjUe/dB+4zN0ZwSmp6AAda+Pl3WAEQEQU4zwHw73pNH7Uyfo9To9x+bHGoC53ZSQshDulO6MhgxX8sfmL9M0CE1xjdV6Km0VvZxo1Xnat86brcb9vsNo2s6zNIqqAnWpWCrlpKyLih1xZCK3gnPbUFtTckdXVfGmNLD+Xw/cBLtzC8nuqeH+8cvv6Yu0bD+WXnP20CAkso6wJ27cLTDZ/Nhc5QRmJARBRVKIXXCZTbjrGAcWDqaN4968e2KxQtBiIXFlEqoXIEKlGJOi0UoeTSxzE5plO+vfPnQTn4C485htWGNo1hfk7lVmS+nldIEuAC4WCVpr+8g9o8A1DKO9nklFBRbrxwZFCTz+cPs9+tCtodaSiAL1otG9W33LZ7FpFtYEzG5ACCYwJ45Xn3rISfMah8sZFHYAF5fbsYnWTG6RqCsTxeN/o7DYLPlWLAPRmfzgei0Pzn5DwFEnj417KDKDXb7rK8HU+j73pW/yKKylmVakwpgafRJD3RoxFhg3vJXua6AMWuqrCxQ2ahNo7DHjumzCrCapV8KsCwF66p8nLUSmCTZBFMX+Nzx8KRSoHfBeikGyrndIVMvCCyFMGkCRsyDg1h7Z+Cu3F3LogAj4HMlZncZ99ZSIRbJGLafgZ+uqn2+hgE9ZoaCLfKIzefUxTLXgOvJUmb0396Tf5nG3COpPAtJZL5WbW0qxQT0BqSyRZgZMx5j8Wc4TvjlF/naNRsJbiOoInGdHjZLmVWwg27CJrVdFgWrbS8lQNNWYx8iA4jK0UYJ52i2KbbU1FSXLY+kgwhG3wN0WixtfN82gIDLkx6IMHe8vb5ibw2XddX0cquiSG77ZTI4kYg4oVqAYhO7j8eNkxyPbP1wJDq65ZtzifdpWdCkGDCuKGNpVZVc4gmLTTUPhp1oszD2txt+/OFH8Bj4/nffY/3wrAA67yiXCyAduO2ADMvq0ErYfWhabmsF1+uKtg0LUtBU0UINbJUCwzCjoYeuwnpIR02zNHyu24blaYDKK0gKaGy6SMsKSANknbYmVVsMFq1VqiK7ThDugB4DkevqQpABOV+EBTAk6wgexSSU48YR82GbSrXPDo/r/Mol32bH5HR6bbo8/N60nTF5hedd3u0x4s8/+/BesiTOVeezSqRX/Olsom8Gj0rq0OGEMukA3UiC5jgBLNPwnY6BbTgyTWB3bKnQrMoSuw7S/Wy5pskQ+zs+n8Yo0isAd88RiLvd10vmzeFNkVWp5/E9VwjJ3vZLT0qnrOa7ECGAiDM4FtWZxBQty8wth4C5AJwcNEJEtUg8yMAeD/8MY0vePc/HHxDl77A26ffd+DNJ9JKUrGGogxmtVFzWFa0tlms+rBoGKaGij2nKE9VnsJJt2mvMQ0kPRdBKQXXyRuYIlVxqm3POmpY3xkDpSugZfWGBFEXNJ9GiGruAmENCALECSJVRtG65AdE6B7XWGI+RuIz8lMZTJoLzCDC+GhwuBdG1JHvQupjjX1xhWPmO/J5Zzkn2HlwxrzqyaT97eGVgP9ZQvOmRgnNdu0gdb6cAphpEZEd2v+4Vefs2v17JLjaX0F223mNtEwIkTff6JcCZzvvBdEgXzf8m4Gim6vrHEiEz8O5z+hnTrSbHiHtYSlgGugultqR7POyXrp1jxbXZm3O/AlAjClnJJNsHuyopx8eb7VcE1cEIv4XNp6Ynezlw+3wFlkvDPggLChYu6H1XWwSCalWpHFhnEZTatBpTqfME9DBi7+L2Dr9Hf2ye8joiScTghAf3fwQMn0ZaZiUNgo+Hy4ny1uW5Cpmm2c/QJz4HXxDsL4dUW28Pgp2MIUw94W3Oc/dwIX3j2vK9vBjykptIhUCWs0Wn08I5M/IurebXuOg4peGbZM3e7V9hYCWjybC1KAaatDZ5VzySJJ5h934X1WyLUUQd3lYJY8jBLtEpU6dujBEpXJeL8ozUVtGYtfQ5WUpuqUpqa4rT7Q1Plyq1hy5jhj6TB1ojrOsEqUSgVbbMxiiFQIvzkrHxHw5NLeqICmEuZkoqPpW3R+QWPxwgREplUCa4PQTb2w3ECyqkppV0+xjoQ7T6llja10HW5xD/pa8CNdxN8mFBM6EvWXCgE3GwcVkUOFqWitqqjYVgLbqvsMD2GdU0bCiMF05xoEUEWFrDIALve0TmiJkD+67gTs4Kyf6wmwzs9gumPeWej+vPvg80ACwUPJOjKzG6y3HftW0BHDGC2NzHIkA/wiGLJlRWmXOrvGtGfmH20nCuo2I+rqt38rWlUXYoFEUUfE26ZicgKrT9FtLWPKOghFE49aWvwWKfC4XjOsU/bV9lS2NXPljf33QB+uHJZVmQiy6pfrPDAbO7hOW03+RrHp7XVvV7JEYTUTBYK34pF2wDyor7xtg2S2srBZdlwTwQ1rTesY9w2ueCFrAQSIbusTwjM2Mc5mDpT0cgDXw77n/p3qzkZIWqHnDvXmjI7sEjlFT42QKEA2EGG4+B29sN6/WCtqy4rmtQoUBs3qyil9K2cKy1QhUQgojy01Jt4JLsoUGQbdh8aKGDWlYAjNdXgDpB2WCL2t0EUBWUJtAwvx3SCVKLFiAhAJII2aYQIk7syToa5PiurPO/gzjYZ8jyRNNnQkB99Ula4G4TCeZG4Qv9S7J3lMOzHfPQvs3PMZ2Wenb4pvvnGiySFhml+4R1LacmSABKM+ro2CbVc39ae+jbOY8saiQaJjOyR2yS3DHzyfiSElDSTIZghDFPsJLvwQfSj1+KwZKY7/ns2abDa+ZkOf+L8gUlR8tRPjJCaPb+HA3vow83QScAB4L8aKpMB/s9mGDPovkce0cVq1gPLV2sVCOXFt2dhzsqeWMWzUNlGLl1qwHYsKGy1dtsykfb6GlslMYxRyfpCf+wU1+vRjZkoMvQcWgF7bKCe9fyv6x9YZhBVkow9qtzOu9/jOyYrxHpaZgwAkQsi4c/at+Z1agpY0zgy+KnvaICFwYxqT6qMvsnA8xFeaFYSezIyeqsRaUaH4KDa6JGtpeEjcijkhj2fU2Qu3MmL0WtE8KY8miKsbBYas5UYOGcOuLpIiYZ0Ey6UUx5G9nyYEYtZk7Gh1Te59buUSRz3nWFzOipDCC5vMaTDZD5s6Tk/MLr6BTn9an9mETarpdmhNfP6ar319nIeG8jhNLPW8XpOyAK0uJoA1wEkqF2+IrqDpb0GbgIWOUZSPSNTjfhsP7f3zvvsQAOR6PnDc9rfBG8UlfeydKq/tpeddjcj+2kwzP8XmIRNTMK0QFragWX5xXb2ECtgXrBvm3KsdEJ1OZ6ZVEduV5XJfJMvEZI/6WTMT17hrl+YqwRm/ahE/lXu13cNeSETgKUBogUeC+Y0d7zpg8Elt4bMQ9vTekXwfFAIr531MfeYDnMmX9CDiSwR/E6G3NfaE++L3mar80bGc9JSv31B+jYFhRh3TPSI795Sf8ZLyvgFc7qSMPRoLaqp3c3aARJKTN6AlAH1AGlbg5yazMNqRQ7JyFEdWPCNEj99ewwI30WZmh6aXr9NxQ4agr2FIuaba2g1oIh5rQhRXibHs3ZCMyaCrTvguulK6cIEMCRg1D7tsfzAK2aCAEGDb91HAo7SLEU5VcEWbp9V14dTU0TX0KAO8g2JoPFqAUmkOanta3VQ2SLEy+XYjxRU0RB+HUiSPyZlP4B2tbx/+fub3ZsS5Z1Qegzcx9jRqyVufc+5x4uF5UKkK5Aok0D0aAHDTq8AE+BeASaPALiGeABqld9JCRUSAVSUVKpSreqzj377My1IuYc7mY07MdtjIiVuVae3DsTPLUyIuYcP/5jbj+f209EcYRo8+tVFoDYPHmriOkjT92rlGmAaOR6paRBH7wrwJBV3XB50YXdOgtQQ7ScAsbAshUjj3AQYC1l67pM8JsxJtTBI/sXwNPKa3QCZQutS5kr1bO+HuqV+vzE8jIXZ3VvxzQeHIWQ1cek6lUOHThSWPhc7KNoV9b3U6Lxb9WYlm50kv0w+yU8Ui2KYVXlTKCDKPXfMaM61/LIP8l08nUv9xB8zsMOSQP7MjvvMPK2dQc3gUgFwAoMmWAYb9r6hqkDx+OBYxw4Hg90bqZ3+StqyGtNX6GIAjgTPC2ULok5r6LzQhKZp5IqoNW1LcYQL1WAdssbNdSqUoqFhXIngDrgqUfSfS5QzpT7viGJ8f13Hz30/IC64LBcy/6+xmUjEHrbINxxoEGEQcJQahjNwumICTom5hxQsjQs2Db0voGZ8XKfYA9XJKWscM2py5htOafFkDbtlhuI9TxfucmoMLOQJbo2ckXEF/Kf05DtXfAomrsfVkCnfqfBmK73/VyLfuib7rAnvD75MiU9eF46twOjinE6uhQdxnQc1zh1zc85wKS8OS8577+qwf8a7avBo1+zEZHTQZwwaNGw/Xt1ZT3CJJyAlMOtsjzrDSq5Tmmr8iAej8tRPjmMSQdqjCY1FziSupWeWwUwN0CvCnd+jgpSlT54iJm6kh/8IN4F8eTYzqW1h1s+IMyAmCKd+jiFa/ZCHImA1hjHMUDKmOOwRHX7ZgrTJEAFOucJPAqXSqsyF9499sDWupWXBDkSbQxjer6ROMoR0TzhE09QjgCzPCF2AF0A8rOl6ZthR8JgNg+hQNJbN1LlBDXs9GDKBKaF6IULv2FYikYOqKlYeBqQ3kgGIIkZHSrm7eQahMCq5wlV5r8YHBMnaMIR16vu5go4raG46PopX9JFJJtTiCPt4fnmZGYbn7BC0K68IWnIPffUloGZcDymg22eo8n70lu49g4rVatY97tXrsSafCWa8ntQghQA+WlKKDrMba3TWY9BeOkFfwhF5n3vmHOrORlyn65v02iLCxShSCV3Oz2rflSBo/O1BRByJek0fhUM0cwloJVmT33H2u+5574wzp81vVOFXiOtYFgI+NKHevDxLqiBSk/leQqQTCispDQgGPPA59cXfH755DTsYLuY5t86Q2RgTODDhyf0rWPbN7StY7/d8PR0w77v5tlJnIrxeyeLdJmNN3Pj/F1KCE3w+ggtRW9glXJnmas3L6TTJbHmSkB9wnsrtDyCV2WP64FT0hb5M4MH5DPqteWbmKQr/dXhvPOMNy+vz/e9SXGYQbgYM2W84VqjleoEjAYE9h/FFpTR+m/PnW43MyIfD0+Y7Z+HDVL13DhwUV0H0NFCf66NyXIeqQKPV7V8rWyeSiEfiQi72zOvr0vnYNeVDZCycLGozKYC3B+CbQtaWrpNeDS3rYOGVWZNOeShOo3yDAkKAw2Ow8Ci5w8dxIRxDPNgdq/bx31i85CkSNgeYS9uu+A4DJggsrmUqWhPPUN25/DQ/OG5eeByIQxkAHNa/qTbrWEc099jCzCH6S2v94HXF+t/2ywkCVghSN9sX/yKLbyMItdR5MIKditSCjz5WjQC1EO8NOY1zHSdmDnfYX+F/mvJsok0I3tAFrI8xsDj/sAc6utjObZeX41oow8GeprH2+Ph3jwdXiQl1E73Fo69Gzo5WWXlMST19AhdBBSPAytME0jaa548vrawu4OFEHtkTGFnqmfgs67x5lE2UOu/mn2fG1r9Ace0fh3heUXIcM9IpF1u+01b5DPiAFJRbC2f09aaefHAdOrhBzah7xJ4Hbwq0u4ax8AYY/ENZjzud7CXqu+tp65m4pMSmZQp6zMAAUqnLQV3QHCGaDyNwK0ZOO06d+uMG7x69GfB6+sdrIzbzTyg4N6P2/Nt6fd+YA6Bh/OZ7qyBSlo3gEjFAv89WnoNXTyPKjEpgKMD3ZLwY5BVi/08caMBPD0Dw9JrGEEexny6e+6oZWzvfcMf939lzzwUIKsObe8uZQFbA822+uk2orQN2qzYSHjLwT33xQsX6TTDwNw5CE9PN183RfMq0EE3pl960awpUB1QIUDM/nxbI4Yuc4qll1aQRyjpKz+Dj7NOagGO8mCvAnzhshuJ7062XcMFjfmqthxWQiPBeu47URlB01mlHmfPI7isldq/zDtWJqjoQPXZATyFjFpbiHPqvuSB/q3tm6qt/UtaDlQVY6yKGaFwXI27BFl1qa/iR3dxi7onxvtdI0fWW3o2ETlS6l5BGd4RL0vkFE5gM0EiY1Dqnie8xpSgVamgxlHtisriLaIlhIv1EpaRTJdhScgYwNw3O8nBA0M6BhmgImpn8swdCmB7YiheIXqgt47H6z0N4iA08WOaSDrJzvgR4/er+cGgOZKYDcFv6K1BlazKGDNYBGMO/Pgi6MfE3hiRRFhhCulQq9ZBbLkX1CtrDJkABA0Nt8YZejfF0GGFCYfmOZ9UNU8kWXnFaLuC3Dz/gs0pGRPw03RSBVpU4lu0YZsrvBncRdf7ZUmUbW2YIzxirZPG8ZpvaCrWPAXgleDhO5RJa8q/tK3IEyKvqjVOceRCX4HOggdJ5thiF2jvvldxCuPI06P4zncoCfxEQL/cudNzf3sDLbw/siWDDAZcvI0UqwqW/2+BAT8/luppdTa5cf5cyxPp+r0Zy+uki3AKOPGbwoVb3HU4Tu3UFRxyrxm9dsNBgV+v1XlJruJ8DBlGBiAPjHLqc/5/5hXsru7TFB9xgxTuGQi44ePJUscYOMaAyETjjr7t2PcDkSh564zPrwOdGE8fnvH88Rn7bcPt+Qnf//F7vHz+jA8fv7M8AOPhidI3gDpAAyqevLJp6h/XIaSHYFBQ8Ex6Z7zV6qyKEMHcunE9qPiK5rS7qNerrCHWwD2FTssXypSe7qvPC69UqIFVUR7Wh5h7fh2WOC8NHnVpBrArBixUQP2Aglw5J1BWLVGPt2Fe4BujeZ4SefNswD0kLuWTfy9t3xgHW5gNBKt0Omz7b75ecTo5YSDJfvMH1NAbLNtEplduK4epgHv6MMCsIPZqqTCW/ioGhOybqSLzsHQYz6qYY3lKRIjcGAdkSiFVSsNexfPkkBW5mHOCPFfcKojhAFcDHnd7xnEc6FuzAh9j4nh4rioC5pBluKqBQwEWMYDnJxuohb1F5S7LR6iBAGEBB6Fypbe3KoQIxMA4vJIf1pYYE3j5PJYXTVnH4aDDUOChlpz68wH8+C8nkW9qYQLWSmsRCDIUoGHgSW+E3gm9ETYGRrPCJOZ5ZSYLM2eo3zLIHMSdE9w3RMEU4+fi1c6me4wZrbipb7qqh5OFRxzBE1mr2cTPz6HruSMA1PIuVTcd5znND982EvPogMuAKQANbEMgDPStqOG0Cl5FTrBYxwCr0jOrrftEz3Y/Fpu0HlV8wD0Ixff0bECDFafZ3A5l+wr3CJW7tF9VPP/CtnIdGei6wj6r91BUqDZvxPvjgcfxyDx05HmOmDbMYYDDYMtB+Hq/+3viYM+qI+63Dfu+Y9t2dD1XV1PFch9D1aHpwufEfyrIywj2vmHbbv65eUL1bcPz8zNkCD79+Akv+oJt69g6Q4WsiuvDgE+Lg83XWd8NafG8qGRgToRZqXPsPDH3MDEVwJNhZ8hfDc8aD0AeBoowo+07CMYbTVCQ64aUSpZMsZCw91oesoXOC//njJQLmgyvZNg7mu64Y9g102UyQkZZsStjx+5MMKaB1wxMt+dAjJ6hiHYAH1NoJegniAZ4XwegCdTV/k9/Melyb7Qv12bKzy72SSKKyFOLqCxdX6RzmO3uA6sHnqtq4NfrEGG/J/CTd//0MyzE23V3CWeQsEnCVgl+tiIdquf7yb6IWYk9459HmFpgDwSk/f9rtG/yPMqT+uvnYVDH75fvaz4eUeDxYo7aJphWDGwaQjKL148t8EKZ18QZ/bD/XIww6cqTRtP0fifYVAwgIsc8CthSxnv2Rgg3zxxYUViXgcrMVhFCB5oqGnX3HJx24tHMFVyGVQcTBsDNlDcRA3Wao43lNCZiewF3JXf4R3T6Jl9z2XgzYnGFO7xyAGSFtjqyQJDZT+EVADU2ryFfXyI2t26Yojnud7w+XtEeD4xtR++7hyQShkxMmWjUXBCru/NOP/kyZJ66lwP1dU5wi4Bt61n6IjyQCO1snIlA2IAoO72y6nFMihkKIDE63AvJSzznRlRJQQNxryDPt2BCj5NOUTZvnOqqA4JBqnNYaVnqTntc1tDDFZerrIFktxtjHAZUJiNJeRBhAZogV237trkRLZ64nLP0cTAo8udYZTsPOwi3UxdQuaVUzcgJwy7CpFy51NWxd/f6b9GuoaTREgDVNU77HG+u/fp3oQCzOGmY6sZJnuSVyWEohBnpGM1A4+Z74a24CZ6pGnRT+JbztpUT0BZQfB+Ry9tfrqGebzzZ5KW6FwADaWu5Har3KNaeuTyW4n8u6vSkHbzbn9Y6Bo6EPVpr+Pt//W/w+vlHfP78Az58/ID7ywteXw5we0K/MT6//ogf/vzP2LaGjx+fcNutxPQf/u5PuH14Rts2qxITYbUEgDjBfEeFcsx0Gt/bGQsvKLgyLlDPvWTGUCaz/pe2ALRReEMYgUGfipN8ut4LxL5eV4TyU+XsT+VKstBqA37Ew4XJeWrIJHIabY1xPIbxKe9fRTlNztD6/Wti9NWMmlTg9MtU9Fu0x0MypKz7BJvvnAE5Tbwqk6zy3g8APIz84l/otpGjR0tuF5CVERfx4jJxwEorBKeX8Lm1K629ioFFmTDadfnN5QcTo/WObbOwBlHFfLnjcRwG6Jl9hSHqWbiXbUUM3J7M2P7xR2DrDzx92E5KrEzg4x938xCYgjks71JghZ7jFtve0T18Xabg/nrgLz8+0ouF2Txg5sPutxxRFt4aB5WPQ9A78MMPBn60VkIA4cCT91sEGIfPyVbsnphb1D3zt2lXz7UDRi9Rp0kF2CegPXhOAzBx23dATScTUcvpswEbd3x4foKFuwNjioF6Y2Dc75DIi+PeW6yKoYLr4VMms5blITfdNSroEAz01nGoT3Jp3Bp0mmtXYwXBvMr3vkG3GyB28Hg8Bl7vE6/3c+hmgFbwCJ2nG+F+KPBAVtwmn59MseI0OmXR6v1x6lby+6YrHUpU8QvPQBrAQR5dFKCmD6/xouPY97+XdrJlsGwrA5Ccp0+FykhdNkK9BRPKSyd5ff1sz7sbZX748Ix/9fd/7ziI0dAcE601bNuGbdsMpFLLYzVC5wZjsxLKAJDPf/N3s4Mk6pZsvTXzv3vMF/u6dZDuYNqw9Q3ffezAbPj0+Qf845//jA/PN3z4+Iz9wxOO44CQYnM7jNg2v3rKDHLvG5NXuphnIJD5N/Kak8zMal5+P5vnHgtAtxto283umBPHnOhzgFr353kImIrlmLwynASOfkZ/cuZv6k1H358gTWH+RGph/mOiuXYVVbrVy242ZuwNwJxoCvCcXqAJRhvoaC0KEtX5OS3e+hd9j9MuEBI8WmXK1ybNCWa89Q4v72EgE9SV9yrg9AfLl+jzIY4UtwTQf3k76U5faOsAxsamipPuYt19q7gTTB/Kw0IKb18p2Ela7gtISvCJc0p7b3g8DtyPYUytN7RmkRooWM7PtV8WtkZhXIZvxHnAaReUFgMLt9mocFSBo2XQn+krE0LDCDU9S5XMLa4kKk50E2c6BYqRGV/WIbmCq7SM9d1LVExPziwqGHL4CUZzQwrFBiJ0NDzUDEdT/MwjxN6rS+vwWFEq/CD7paVk33RPH25AExAENBWq3RD38LCBgXHMbKcBPt45xd9hY+dG6GDLnRSMSSyB5ZC5kqo1BheD56ECbjDGz1YVYI4B4MCAoIl6gkEznIdM3KfFxqq7JotaWFt4b5iHFSE8oCKMykKwbDNFrqSVeHDlL8l8WXNCWoc6iAaYMsMeRqdDIN2rrLVCb5ovLRsRoM4Y3nf0hgYGK/tJbgADYdxrgkPwNVMRd9tURKw0e1hkzYCfuTuU0Db46RufDaBqTE2B6AB1E1jc2V18z15O4bUEXc6bdR9KvCDo1g28yPNkJaMphf75VPD311bZ+rdMFwCuiDddvopfyKvxiUxgIJOhAzZvFiIJq6iiOXXvtuDjrXHSCUQgxJY/jK2yX60u9IZlV6FZ5WHkcKuAO74GFLuajV9uSw96X5DEU2qYb/QhwpFXmObXvJBdAUp4zcbMbLCvNJACTx8+Yts6em/Yth0vn380HjYfUK/AuB0KbAoxxoP9uWO7bej7jv35CU8fP2C77ejb7sBRg4WWNsQJFHPkSfmyIF2u/kCWvfe9mYrmz477lxugleLN6HdlLE8ZLwrRWRimnNkVeDhtcOHP02OYRBXMDYcYSG07xffFlAKULl6K6M/SW12OFy+1d8Z9Crv8yqaRm0Wvn3/TY/4q7fFYgEzgkaoGAtTIhnD29GMVPKaBATstYKQzMM2xeXnRurFOZZ6B809qWegz8VAmyysILBBKYc/dN3Iwwfj+lInpfHGH5b4QuCwpnhUBXhBwjuoAcNsAfABat2Io00u/MxOe/2DG4nEIHscKnwIW6EUEBye8slu3cA6ZBryFtxQ3RW+eCyfmwLtIZN44r6+K5+dKlxZmFM4HcbYlM6MgVxEkNSChkeddkpWz6m/Rrnaqm68gmDL/x2fgw0boDHQonhswEKGCh4FhGpXZFE9+OBghTC1P4E0fWYVXnMC4oTXC8Eq4ADLJemDCJaVjeo5lmBoJLPdoGUxCKsZHRDXpdMxhIfwanhwGEAKKH380b6aXF8cs2T2hJnAfivthT+2O8okDtKx2+Jk2hiwgKHqSXXPam7K+iyiaaEMAHP65rmt78VYqj8OScr9tszkmFxsWXr3UoaVTMjPa1sC94Xa74RjDdFwy0I9b8wIGSCOWQZ5n1ZgOEeHDx6ei52hW8QM5AEQrV6sdsvMSYylr/VBTlk0pk6AOSE4vjWiHrmHLmXzovWPfdygmCOQ5Ez2CYZrO3pp7VGrofHb4aPxMzNZU19Mj7jeUvQi3djvKbHbyWE2/RhRoDU0DZLe9RY2xbR1TBvT1M3B7NgBJZ9n05O+8gCeZryP+rgZEc6IjQBlEHY07CAJGB7cNbU4c8oCMAXL+ah7ktg/ZaQVQHMfD+ogJhQPK7IUVes/rjL6cr4Sw0trvmDebUxNiwSz8ewfxXDL5fXPxolCe8pVV57naAxcldBHWohd8XTPV7ux1FDS9lkAx5kBrLasRR2EIcocDkYnxODDnRG8t7Y1wXNDoJlbRpni2BMbAzaeBfE0o54JynHBbcM1RdQLIvjGsquXFQeFL7evBPQSYZAABAABJREFUoy8ZAV874+sxXumB3z6vbIAoQR4Kp91LaSgSAFWzqLSCMgAyCJo88Wa4WMJcxqj5ok/NnDJzTsgcK0dMW94mBC/rKBfX+Nwo5STXGSbHuxyxB7MBPwlgRTUdb5HIzUOQzHuI3Z2fQB1BGjCGqSdJF6FM3OxkIMICWmvO1wg6CqGXfSaqGJ4/aI5ZEpPadVPMa6UTW2nhZrmfuDcwCAM2v2hsuZCm4pgTBw600bA7gYMsTto8f85zGe7wwVQydAKU//mZfoJ7RvQKhuB4PCyOF6UaEwSbb6YxDITbtg19i1ND16bb2lCKBmWAxwukPYEm2YkwA01CiCxaS6YTgGWQcGFKkY8FBJBGlSR/Dlm6WYJVPKl5I0+ujGWjhaG6YsKBUyZI17bDC0XL3q3glT8kvSzSCy/eWhSI33M7eeQAyQxDcRhjoKO7OzYtF3T1fcSSLtw/1RLYryCM06DxtZ5eR+FxcQK147PL34Cv0cWUjr+orIXGQGNt/Hla6C1B+Ozlt1nR11m4YFjZhiuQS4F6p/MaoSHvzG3ecqZdLSPPUZDxe9trDOKOtm3YbzfM8UDrO1o/TJntDX1XDB3Ybx1Pzzf0vaHvHfvTE54/fjAvST+6zqT3FInVPYdaKHxF2NK16+Wv8G4LXvV2uJfPrrrPadxf10L6WE5+NoBZzDwxr8nwVjznPjJ6o8I6HFSWUIjKdXohssv7Q1eNn3T5HrqMQr1+lzKtHB59I73G5de1kXf6+7du6jZFABWR1BcwgAjA6SA1qmaloarrXsC8gwDzuIA6wBHPqfSk559QB6EaEhgl1sILQ00iC1GHKchWenvxH5mChxyAHgAsGegUGwOrhe2knSThDcTo3U7bZa7RWW5A9UMo0xsiUXgAAfsWM2ITFCFTZrQSetdMZZFAT6O19grEERXY6gO1Nk7gUly2AH97RutGt603vD7ck06T/Zo++dWU8Os0d+YBsDyfNgA3AN/fgOcNaKTo7LmuZJhXErOF93vfewea5698eXk1YyW8zl3n3nYD15kth+YYIwfPRB7qdKbt1ov+orBE3QRI80JUOCdwp6rH4CzrUvu+6IlMVj3z+VndgxdZUe44AJoLXI0oStPxV2hm2J/iXn9BO4x0Qg31CEQGRi4dH4vROc+bbgOrLg+j5ItYe/p35X3Eu4PVanyeIw9sg2rIQdPLVRkyfP7hpdVdhrDQChNyl+fqFBBKzkydDG/syTBYCav6W2KWQBrE2cr9cTAXNoF5CxGA4Taj0/zWsMuOMR8QFTzuD8ic2J9umGJ2j5Id8OVz1fhg0CGJHxxG2TzQYhz4wt9hSJXPabs5CERJlLTf0A7B/fWBfdtBZHlmiRtacybnuXGTQE25wgJM9PxOkDkYEMwGbZYljSSS0DuoOifG4wEly8NECksX4PaKqIX5qRJkHMaDA3DujL41bJvx5FlsInaGYziRAGzREW7Inde0KkTJZMmvlzUeM3jPQi43ms3BVQ9ZMiR0SV+H5GNq3kdViEqxQ8l0LET+POrude9ez4gQcUp9Mg5fQiMsWi4i0ia9hSIP7glfCLpB6vo+S374s3hnjCPIYp00v68DBZ9NvU0NoIKQR6X8fPv6nEfx/zq5710XG/qLz7G4VyAMHZQb1pLPablvLNmxq8hpYLmSnvTgjKQKGcCuLdybkmA91EhkPcSJJMjOQk79FNxLZOf9YcRVgz4H78SjmkQUXhwSfWX2vWDvZ/HwJ2Iz3tXCtMI7wRY6NEiFaoPO6R4kut4JR/CPgcmCxozZItmbx7qLpKCFjzdRfTXvCikGMVzgR44qEbFKjA7+qBP8oQMkAz0ECNsJ4+s8IIeityVQLJ69ASqeg8CYlT1/olOU8zUn7d48b9IwBhKhDaq+T1x4WA4Yc+eIMp6xOyw3gkIaQ6XZpvcQNSVJZiZMVqFNBiareR+RGVFmSDlZpFQLZnYi8nfpXpP5OQ0nJ7HPyF0yDfDRk/zBRcmq7wpoLZ4ZOcNU4K6OeeEKMUrhvHI0IWksKToNut9zS/TfmX/McMYh61IEIgH/CYyDQiv4dmkxT+/NxXrPms9TCG/yHX8WriBVrM5bcXfpRa413qOD0h8o3PN3CdFKSj95s5NlVma7XhLs8s0Qygf6M+9578VLQzyNI/eY9yd4k3lbWPLNtnX0vqG17sn9J2gXtEHYbt1L2dp1223H7clO9ZjD68hPEf3UPcDpnxr/L2plS5/nbNFspdGcyBB5GmtK9SFnHuCKpKqmC4AmEVY5SicWFL+EV6We1v8r8jFdZO/by20xjc2er3hvpq8ebT/Zcs/r2wH9xk0EmeSX2X9XD1Xz5WWkyFwyDcn2T611JADgueMt16cby1mD4jJ98f6THYOzB5N6DFyGqfvvvfVcMxHBGHfsLDaezNZcRCLs7zCgERVTCXgcQFdxA9HmYgwLCymOCOYF5B5XrTXf82IAkxrwYZXWTOkVCT2I3MZy/SVkondOQVbCvYQqFfu2ABoBdpiXzn6zBOGvQzI/VOTe/Fu3E83AlPidLJdVcyLKMXkYSXN2wN3oZduski9luIuCg+80AnqHKKNvGx6PB9YBLsqhpixvbfLn+5xJmWMQ0taTqSeVKbEE14/SZkz+R0WOa1bSBSwp+hTDMTqVyms1oi7EPs7rDJzXXHXRW15X+hnbJELQYq+GiDKZeQaI6PK3Xv791k2J04Mh9QuyxTI92g1akDuIrD2VRw8+kMiTY3b2+wePc871XRzYAIjDBVWBpZV4n3/Zz6VnkVezOq0pr8MOA3qDH1hlRhGLUJB54Jhmb9yenyzSQrH6VfSRjALJj0JRCqHpneXihgms398IOLVTANZI3GYX9A0kDzvADyYVjgeGaOc65aTQ9eHhzk7n37mBewdph6JBxKJSxhAcY2KOARmHzakSWNVKfgRvT48fZJU7gh1EtGbgUXcvm+HzYXJqgSJZ3ToFW272MzOID6bNQ0aIhEGakxrxoTEnIf/tOVLXy2kheEjoSkQMzrx+5Vn1wCz4T7ym6E9nTWwxtbBDo69L71s0IVoPSk/UYZdqOUZ1oDLkvhCdc/hSrSi6eqSxL9NGiXE7JpH5RP3dqfv9fPuF1dboZARR2UdfcSta627wFzf2ojDb88J7pKjKKoa6xibV2hcpggUFaPJLKR8PoPzt30dsfy6WE/BiVlVT4Lz5fL3/xgyWFXqWyW7B6apYPW3CcCS1kg7k1bcsnwQZoUAhTbwcezBe81oBWagasYFOvW+Y8wHAKhBIzA3ZSZ/IIpLrafAK0/H4dUIqZKY4WhW3AcsjADJD7j4GFHdgJ6uMxrZyr3pAD4WgY2vsJXLtZL8zW/w9gBbx+FNAES44zb1UI3xKFETeqdiurtRGuAN7LhhNQRjrWPhLgGPsYBiJ8yT2Mp7FsAnSzI2+nlcZXg0fuhpmQcunPCLF0AtCCsFsHkOLMy0fgUKzdb0qbfv4CCv/V/BogLL8LhdN33iyze/J60zxKyde/uu0oAvzvCT3JMNSMjhouuSu8UnJuf2Jcdoyvwf6FIbiz68hPBWvSryxAl0hmZfoeVf3WJ/V92nSyXqK5vrH9ecenvWY6GeSVlT4SyWw3rc8V5JjEIN0Llp7M29fmFS9/KJ49/5Usst4TElfHpTcGnrf0Lfu/zYHig8zknjD/rRje7phu9m/tu2g3gHuFn6MlQQzZ0zto69W8sv+u5Y3S0Dmem2RQXXvn/Zs/ukh1clComKoP9CvXVLP+VHhL4tfUSoQa34XpRidmqKRNLI0vLdjvwBHICq09HaegldXJSW89c6z9hWtKEHJC0WzSMZv3dKusJzf5lmkFs5Ww50C3AHMlpgwj5IW7F3Nlti6h3KJhaLVewkOeLjRXpOnC9Z+VjEHd5kRjoCktwjVUAhayE1aniZzCsYxsN/M+2NrQC8ic8qSu0QmZ4+7eS7fPHyOteSO5CjFvkLgaqqLKRN9s8pKIuYpaqflE88fb7h1y2Uxpnspt5aHTjb/4cEuzhsF98caN8MWJdTPSJycyUZh4Zv70w2CAT0s+fkYHgr4K9HJtzTGoqUGoxMq85ZVVGXRVHii7315CvTecDwE23ZD62aIpw7DjEPM+/1xv6fhr4g8SjG3BGHL6yZYoMoM+iNkNI+FB2p6zdmLqnzF4nsED8m0IjHhTSxBBxGp489htrkQOoNWNQQSWOsee4HZgDXAEm9fdZ6Q4VFt7oj50eyiXef/BCv0NF473vns99CmRJa1pX9Q6LYo8l/VDed3qD3n0b11MqT+7aURSQBqS5IQsLTVy8SftJWlg4XtwyUPaXSmMacMAiJnm+uF0PSkk0meCHx5qffuHlUAdApIKOWVudRVYqJQMOGMZWE2/v6lL54sLCykEo6y6trAHAflw4AT6kBjCwtkXu9Kvb8ycEVme4+OWJ4QEHdQ36C6QWe3w4tj4jgmHodFnEDEChv5XCWw6DZQrIac1mo5RzQ2u07cnYmdbmw5vbjRm0OhuoZa/lRzCRwOWsXpCoXf5VxJyJJfUOpe6u9EeV1zGwdsICXCqxYGxixyI0SeFIpyBEvtPv9NkeOUFtNRhdS6uKnInqm16ul5XYw9X7XmOvanLSmll3iMP/t6aUsFXAdCzBzOg2+wm6+Vab8IPKqTknP+tW9UgorlFuEIQ0C4LJrQttKgjhDqWUicO/IThl8QASG95Pz175o5tsFaMequDskL2bNXv59YKhQt5TgFW6dhqdgHEwQ7zxAo2HiCX2X5khoaG8OSYEYpYdcRiYXBNigEUxW3jx/wGBPHcWDrHTIJhyj2p4+4f/4B1MQya6ZhYCd1Aku2rLh7nqeBeR/Ybze03jHHwP0hFjPbbO16I9y9aol4eNsEcH9YLiQAmLBKZsw2JlNCbKdsWwMfAyTqcc+hsPKltHfhXrW9+cwTg1EImzhuXbHQ4rRncaTDrufmZb75RJP2ii+YxhGYX5jDyufhtBdfJ2gg2WdNmtAMrayG3DqZKWNNw9K94orxH+8Or8P0osN6z6JZf1gg8fUZCgiJ5xfT9zbM774Fk0yl1McbewyI/bT27FkdjPlc+/jC+k/7JxRV8JrjcOsPhm/5ZOSsZOAs/5fmrKvoRBFYIUryJNOZ4zL0LbyVw3Cgs9Kn5NWrtOwFv5DcReIttetSqrUIrLO6VycfhSjfuyIfaz8uQvSdy2JXZOgyE6AN1BTcLVl/32/YPDmuyICyYu87bk83fPz+O3z3hz/g6ekZcwo+fvcMcFRX89IDkUjfl8B9GL+C/J0PkyzAkFZutiFmcNNmYY0UHq4lvwPwPgD3/tuCx5SJcWJgD39OY1zjSsJVpoWK8va9ARwRFhdZ71wns+dnhSdxhGmrWH6Tqi9SKLmFPt4b9dd5Hlk+QW6Mh1jYMgA72BiSxSJ+y9YiwiMM6DKkSAsbOY3CQPW0HdjcvlA1TxeFAQUnDq6Lf+weMpQJgMlslN6AF/EqUzDgI4zqXkuTq4Wo349hoFW3Q7DpyVEzJMRD022ZHbx2RbZ3uC4V+fhmPvs+ge1G5gXYexYOefzwCRphZIVtiJhh//r6yEpYvtXABAOx9g1939A8WfMM0JDiGVGafj03WmG1Vu2tyPEq2g9RQO94eSg+vS7vk1gDwpvt8FdtsZM7jEZ28hxMBNefNA+82PnKHIr91nB72rFtm3sCCW43A9xBdlg3x/D8nor96Qn3108QN2QNACHse5EfaYysYifHWBXvtmaAJ6w7OA6j4RhIVHcl12PzK1/kcRxGz6ljRpiN0fPj4RWxXdapmj3e+nqHRD4mgqeswALb/B/7/lBXxRZNn/dYXYPrwlcamFiAUbDh+MlYdu9v2eZ8LB0J5CE5oTdbtcY1qhjsSVnJ3yt4VKSTfeabrkWoG4WeEXqae7Mprucub5qBkYQ83dKQYkvmrhw7LfW/8ELiTOXR3EtOcX+5WzL+3s3DxxfL5gDGDFpbyGTo3IGMBoEUmdXCPfTK9N3oX+g/LY8iN6j35yeMcQCPB3rGGodSH+9wpkVnmZ7rok5lweS4AdpBbKH6qnAbcWIcYkAzzOOIZM0pNKpR22utkJWNa8JAeRoC3tVkE3nVOH2YDcebHXPRsjFy44UAS6ZeyMYrQxC1NdcAIl8wwgbOeaHT8Ot2XREAuvIVW0lKe4YYn0wwMF17jXAo7TY7VAkvO6gXmOJiWwU9/kTolzlCTFRvzqoyr8mPG97bFK6badHBeen61sW3SlrwH2ZCbwzxQ6E4bIj+fU37dvBIjZGLCoTc8EhPmF9PhJJr7xQb+UuGhU9YZXNLV3alPu6lNbVGs2+V4PPDXbU+KRwXysT5u0jIrH5aAgFkCIgtHjRyLREz9t3yACg1Z6AWzx+IohAsFMtd01sxYJdXnQA6MMlyNgVyoH5KMyKu1sGpvnWraqKKoTNLbc8xMY6J6bV/FaGImREw/Z0qwJBp43KFgQA0mPfTJLWKZ0ygCWzoaNzQulX5YkSCOivfqiLoou7ab+Njz1GQZkVI9DrXX1o3gnlsoQpCys8YFjJoQNsBoJsiRgTmiYXe6nmtY4O9YzAb+INUrjnyXH1hT4Q5lqaZK2IUYQNhuZaQgqBFly9f3OCqZ68lvNPj6gYe4/JAxDf9zJjc7Pdlur8aNf7rtZM3D06bNRWV9NRTV3LbRENPoRT3knPxAJQsJyIlWBceJKe5iKVGSSAbSf6vwr10MZ+g1YMk9njwrjiVNzAvcnSRgySnvAKFUbESWLiM33Ucf032+x1mFsbXSR/SRacxB0RUwteL10x9x/X58b1eQYsCbBJgiSntZ5xMAoKt7RZq2i0RPykDeHFD1LwawcbruDV8/P477E8fsW1PaH0H2m7KA+8gNAR4hBwD1mkUjBuZf+evI9uuNHrdPzHXX9pXhCW0gyWqlCT4X7zr0o/1skI2X/IhC+UcFv6DN+R26n/1Klp/SxqXNSywKjlxMsaeFFRqcm1i19/FjTpaPNE7tHIcUZab/q3btq9D6zmRXiu1xR6TaaS4d4CnV5Pya0J/DqeaUG94s3uOB3DzAj3kelN6IOnSk6/giSpAsnLBwGW8GeKK++MA4UBr5qnSGgNTVwJh0bSFRGy8Ga6fsnON8TgUIgd4zNxnvW/4HCCBy7ewLx6fDYhQAZ5uwO3JwIvGDY/jgcfjKDNJSRdBYTFexQLVAjBTXWP1uhbhtIrO6x5z0LD91Rh4ncCLAnf8bZNl18aw/FKbg46drTgDu4ureVBHiL8ltN5B6N08NFUVry8H5nxgF0tcPufAcQzMKWi944e//IDHY6J1yy/HaqkPXl5ejF7UPeoYmEp4vQO4rXkN9SmA09dXu/5x2HfdQ+gAxXEcNv+dPcmsAYtjkidXxxv+Nia8sq0DsL6OE56o3umoueOIiO094rdHw+GRdBwrF1kkUGe2PgPw3DGwAbltXouNRiMgiqCfRGJgtb+epfTLmx2eBuBS8xQVubSUlPyVeR2yxCHdFV2rukDct/WefHo6LSH0rM4ecglAlrd4bVWfH2MkSBT5caPAC7BkDqnnPMI67Lfkzk9gtjxMf/nzP2M/OhiE7QbPTxqJsxXzGH4wIQ4KeNLjpAWXo543iT3/q3UkIMTC1PpmTI10ESeQpwb9+Rn3f7oDONA385BeLoTOkLgwrZzl6BD8nZH9n5cAb7ZhRQnHww4KoJYon8n22jiMq+17x9YN8JsONMU7iWxjEBO0hXZmeXPN9okqjV4syEE7ivKIYXtf9ZyiHxpzDmANqRYb4ONfKa34NFU3lC03VeiPOTXkIXO9WdhglNQMnbsCRyGERAG2CKhVJHuFvRldut4k5nGkEkVEFDqR+wpEbpdPMDcvMGFh2BlO5zmds9JsYSCWhH3p5vH+tAPUvZJink5MxmhQVTGGhXybZzAyJFxJIazQ+XW601eDR1HG7QqeaCyat1/TlqS3M2BNAD2h4uvdkW3ckFIDUvq2YRxWczW8UZjNeDGsRUBtB5Hl7RFPHm2n8oZeWxlCc3UMF15mXkBaJBBjzjwzClpxkiBAGZIFeX2FeYFbNOPjCHkzw0m8pIrOle8DgG1eVYtjZS0VI9TBKj+FYwJ3YD4OcLdkmAxLqog4qVdLftvahpf7Jwsn42bCIcAQoZP3QZzsdiI0Dx0BM6aaYNIJcO/u0lhAPNU8HdeMW6bTP7vMNpROhQbCDLwLHLHCTy4Wo6lgNTuCvehTnU4G4BnmE4F1jTs26Op3NbpOm+AMYIQCVyx1Co8rxhkkQqDybQlcjmTqDlhQCXtLABTnuXKNmRtj690MAthJMingHAo03Z2SBNQ6Vggk3EyujCuMwKDmt6bl18bH/jVbMOoVB08nPlRZEiV50OV++z0qhFAoVBx8j08ovzmQRfJPcrorc8EEqK0xo1bvckE7bWeHB6MZzfYtJSCPM/AXa+HgTceqThJrNNXcrQvOvG71X1z+nfsLrPF9iYlfgI+r22167VRA4mfkwbtQRT1k80dQM0+GqQJlBrfNgYwH9v2Gx+NuIWmt4/nDRxwfv4f8u/8Snz7/iO//9CeITDwed7Rtx9Pzd3h9ecHt+QMWmkaIU9AzZYRF+7cFI9gBMOOVK8n+L2nvrmlM7puLA6hz3uS8LXWzeJTWRy1QKAzu8DhJMBYBYK5rA7wwBcYPPfzByXZo8dYvNYWdKMpc15ns+u1b9WABkDKoTr+q2RhCAObSra+LHgCMavHg1wX8fPrkiZDDHR1mDLcG3HaTfyqKSeJrZK03YDYzrKPy2iD3usvTSAFg+s2EXTdi7XwsjWztGwnmtPxEx7A+DPcUmf5skMOxBDzfJEPxIpG1isl0ht233zyiRBTzMaBtgLnheMzMP8SNsG2cIGQleXuXHVhxK6xMl53QyHMBeSJYVQF57s1Diu3lAN5v5ddWvU6ZLN/Pxiv8KqrrQmE6GiP3cehUUyaOOfD642FV1bZu/HVOA3nT0KY3rIPDQyc9nO3/zIAOAzFrni9KGjKwJ8PZEKCPpjeXioA2gZDieBw4Bk60KroAvTGB5w9A3+L03Bzq8XD93296vpmtOCag9+XpByy5qAq8vJ69g/I6H8cY/nzng8Vpb+3lmCO85deVg/3CfCG/apNpuce0MPT3chWtfCnn+5e8X3w9tlX9LtObRBKxpEPn+VS8j8gqQv/coSRV4971vzkF3Dhzs8YhTOQ0rM/kZhXCWC3iYUzB66cXiCi2fTPwkgkyrCIWdyrPtbH0VAaNYal4rlWuSL0ik6MRnDm35cGUcbJwBmOUsd12yBh4vN6xdwZuN2fwDXh6go4Den+AP2w5BwnGEOGcsZ1tM4j/ow5uu+eItMqZrXd07YAq5mCImPfugM+fLu+yXAMmK5rEHUpu9x2CuamFrHmIqWYi9pMB5gz9+nnwHte7YM4VAC875hS+5oIiBarJKdS+Rh4TtUMpQ5En3IvAGZOf3DQufYA9pzeTy15B275hrLQ4rj82y19shymh/9jYlt0IZDRM0WvCmz4B0fxucY3AGGKpVdZ30Y9azTZk93u6UxSVegOjf4NQ+3oe5qdEbrvAkNlyGq/6TgzqaoR1n/IAzWYgh5tXkdU97o+y4SH07XuCqnmHkBAoR9oBWM6fNI7ivYkOrp6dDO4cH5a08aaxyG4IRn6hyMTkJA7V5YIpoIuhoZfHMuoKJZPVy98w75ylRBKoMRpZeJp4WZIgMCUCedlMfS+TIwHpHpyTUc2k+L86A3fjxX8nsnxJJ+BmKhosr1Lr3asXWcWfGMsUS3g24ZuDQlgQOrMh3iqmqEFPoYHAUnategLe5IcjnMlfy34m4gzZYj+aWkwMqUjJHJZIW3tR6EvOjBCQ9TtXVhI4Ekl6tvf7O8o6J61H0rKUKGon7TN8HRjM3d/lJ+2yDNzTOoaiC07QJ0CA6N+JN1fLJZkT5TBrSEqG2REQLpzvGpy/cUtvhS+ZiyGYE5xc6wGgjCmUJEr6QawSAeH+qpHIsCxwVNODn/ja9rLvmaK0+UV4KpB5ABS+fgvWsv3XCu/S9HfvRXWNO04F9wAvNBAXxbpf1vDLLPvcfsaAPzenlTLON8+qIJR/tjT5paGzg6hKBNbNwCMwMnGG7tifCH9oHbf9CY/HK8ZxoPeObdvB24bv/vBHPH/8DtvTM7bdPJCobwB52FrZ59dQLaIr//71msKTBNOiQ3IaSc/VL815rOeXWiwBvQ2vXn8GLZy/r8AOEHqu1m5iiSlyhf3ipSh1fc/Pj+ILXPZQVexTphVD40st/ADtZFk8BJcsBFN+e++jIS6ffAi9rXCb3K7Jb8/b9BjFCPfnpQNG8YroofvSek6EwREBP/4I0DGxbWZENya7RxT71rERY047IR9jVS9DUX+AVenMnY9StnQ/UGdyIEk1y7fXnDNudy3RA5uLg9U8stwjJbxFmNyuIuD1XrxIPBRq26aF4rk9wKJoh4A74eGdJkc6ErQUTdCD/X/MPoZmp+OtN5ADZwYfW9hXw2mr/ibg0Q7gGcATAzcGdjbg6KkTGgTqwFYcyMtcdEJk+/QYw8Fawn6zogPkB6EGZNoJNPcObh2P18PzW1ZvR5sEKT9Vg76WChwH+SILgKH4HABkAUoAMBpAbHn0jgN4DPs+ANUo9hLXWwibcYHqWdR3u+fDEyFO2BVmgwPuBSg42fA1hUrQX6hDITaT7u0HOuHEK4Mu4l88U8vPv5I4+eZm3syBpC6AH/D+iv5sf/Oepejmz6iaFoZ8yhULnM9QWHuh58RpUYm7yoP1Mw8w2EugUz3gRLnHLmbPw2P5GanIHusTN8bH7z7i9dMLjnGAH+b1xrv1oz1/gMgn3F9e0TzclrxqL0Qg8zAvVw9303lARMF0KYEZG0ImEna8otvlz751THdKkMcD3Lp5LKkAx2HWZ8SDQpEVxvNBESutfrLui6LG5/bvCH8iQu87Xl5+wLg3KG147p9B1PG4v2BMwdRh+qvbGYBFpCh5ASLxDTwZD+6gBvD4J0w58CLfYciE3ASbGqTPUEua3TdYboUbVi4ZKnPAWKlG7ETD1BnzKkI6jyydYxFl6NkFIVbDGMK2TgZSCSvu1bJb1U9HZNHZ8rY7vzaEeVhqP7fRFQskqrmRgaW7X8+kw4EAPl1Ld73qT2f1UFPRsAfOwBawnB5Ev0XH/wbw6P/6H/9H+F//z/4XeL49rZKU6omd1U6ppttUzF/0GfKBxgTo29mJS4iy4pTmIEPBMmQzJoxCGsGuiznNMIT4hs4n8lroKw27cEekYHaBXCtYGEJ1gpehcek8Vvc8BKsaTP6ORMsD1HCQCnqhX610GKi8A1Xnb8BEGDrLexZsAQoXQknjhOL4yt8lidavEI5wu1MPJ4j92pitD9ysWgElFruYvJjXkE43iEJrYEIjT3A3xULzYupdYmeiat+4bwoLvNfylKSAM7Q8SRI4IqT3UyqXXr4m1uma58Y8pfJsfNnHukJ5QA4CKZBZTAmY8lj9SlRcs/rZnJG8exGl+QA4KyKUn9WgDZpCroucmF25z0ENSfDLxx6jjFcXvho45LsGdGVkv3X7iW7oVGizcqvmym+7NmgqQnGg7hFEwVA9sd4JnqQyWUVncrrO4jWL1M79C8buv7du7vlGar6v1Xa3WW8uiNzQTzq40OXbQV/mxHNtna71d1YQLaq0vVnXHHNN3/fldupfAR2t7C9SI4+xqc8rVT6Zse3AAhgiNMV9ugjQprg1TtlzJwMSPnz3Edw3fPj4HW7PH9H3G3jbQdzRtpud8pU9rr4EAgJTsXp/cTtBlE53vsnqptJ1fc5ZKjTv+WaR8wbFO1/mFSFjiPknlIIFlGkQbXR29Tx7l56nSPLJD1eX1Stk+enW9dXFGKDyZYKgJ+Bo3fAGBPOOqC4PqeTdWinwt2vhyZPsWT0My4cS7AJ+DavbISW0reqIWSUssFO3Y/YdlxyB9pPZbAwptkuABHbgLYjKqYDmdoj7ew+PSbWQBgAfnxYYQGThUpFv6u6Dm7KM/AQcSt/ExW2EI4UuT6ZOZLU1IQMEEjgKYMmdGDiu90o/FDlX3JvaFJUQwjM9VohsDvOZnhCKIu9ZKPVw8J9X/s0A8y6i8m/SPsAApJ09WXkLAMPXVAwIg6w1ap2w37olHof6vjR62bYtK9FBl+48hwIyoCCMIckOgnXXpNQUcg/IPiS4QwuESV22bExXZxZPmMDL4QnvybzW5ljOBsljyL2PsBLHx7upvNPCNDxPFQH77jmgojJb7BPyeUN4Q1mXDk+M/pCVwygkhpZ3nzklMicVsGiEsPb7b+W1dmoluXIclORi6JI7pitXXbgMOkVY0TVhNlPmiqTI7RpJ8g0ASGNV461L7z6rH2dZZDLtnIOteRJukIcv+z8RMSJxx4LWGazdVXOj923b0L5nvPzwCZ8/fcb98bCiTgCIO573Hf3pg1Vw5CKn1A6Np0jmCeJ0y1OsHKY+1xRzrgaapC5Zicgoix2FpTkxjgEZf8HTfgNumyGf4Y7HcG8iWYRVnpMPJvd4gv3kvmPbb9jiwI0PqHZAm+uyLfsWtj6RFXCySgF2gEee4BvMrs44QAQHI7woFrBcLigYgf7ELsj4q6UrrxH5fHOVnIVOUohVIl10bQKpMIqq98ScVQcM8XBFZ15pq9cpfle/ckpJMOcdRUg1r6zhn6c0EKe9UPWaAGPhevz6varwxi8VYfvEJWO6E4q/j4mATigpAn+yfTV49H/7T/8T/C//p/9zPN+wGIueB7Ncun4ltS0UQjewI2fCcn13ocl1sgknKe8X5hpUmDw3GeXfV/e66+lvylnUzOVIYq+VnaxiTQAxqy/RLYG4IR+gVrz7LdGE4hk/V2dsPDm2NIbO4Am8/KYl+OI0oEn5vNcUC/UnRbh7RglMG78BTJ3YUWi7WUUNXAvXTqDkP6jziRwjF+MihhvhgLmmzsCu58hZAO8LgiZngSLJLqN8YfOSgazVG8KAslM+GUb+/cZjRWMtnD7Fn0Urd4nodMWUs7th7JgSYzlBMgGpIt3NM7461I8QuvaQZX4FfYhElFqZWKer8u7FT4uXVbzb18fWkN7ljRrP+Y3bf/1f/Ff41//Bv8G2WyL+AEZF7ASVELxzAWUa662VWgw65JMx6k1LHhoK4x1A4QPmnTdPufsAe6+Uv3OmC0gbaxRht6oXz1tcyBz1O10X1c9DlhZ6iXGZ3vIOCOX7/827yEccXpZXYVv6cT11KRKi3FfeiWC3tJJUL/KOh6w+E2e4K6BWWKA1kMfcH8cBBeHjd99juz1hvz1h23dw30FtA7ih9R1CDZoPXlBtjImohCm+M+9vWsqWIlNyBnxdy3c/LSUX37O/ytz651V3OXdj8dr1+zvPvzKOdzq1lqv0gEK+LdB8eR0F7wuhErtk/b+youvn68/1/BOffaelkprvt/7ITymnf6MWYiFAFNEVZlY9FIAl3wKcoPJ3ivWYNzHPCZBHMjy7F0YAU0U2bhuAmxtb4mXmMwG1eXyb/m9rK1MhI2QPLALD+1+TRRMBvTM2P5FXVRxDMEUTQPiCTp0qTniLRIhQpsRwAz7xXZxDoczApwQJmi7vYgXQIu8EbC6mekoRf3Y8p3erstSYl34ppsNEZVKCe0AGuBKf/TKS+Bc1hvktdF5ebNWzDdFXAGBF81C+fd8AB5jiMFCmgHpbyV2J0PsGbor7/QEZDrJo5QN417iI+Yxzs+E2cl2vOc9eZeW810jb5d4cRmvbXkId59oTqR9heQ4V9XqxC115keaE2c4Eyw2i50Mz8jlNm1WN5qcADwWO8prK3St5a/m7slO+3Kv4fYBHwS/TRECscwHtiWohbKwNQKd5AICQoMavyO0Nyvyfxstd1jLQEJ7cnvpD7RAVGOitpewKL6EMAToBCS5dGdknAFAKfudMSMUPl1r2NGQMs4Ww6fQ+jInHvGeeH/7jn/D9x48geFxvqZ6c+ot6TsoWkReFMmIukwgUwK1Map1IX4jG4NZAbOXqj5cXdADt+Wa8M9DP95jQiShDv2HbAOxEDgN9WmuWmoUbMNk9R70aptNIHM4YH2xeWKVZ2ovIY0TdU6WYLgZuFinjqVyYoyJ4yXn0ptMnpTGvCVmhuXKS+iJAy6FhAjkh1ah1hmH4na2fzck7lSySuWi5T5DJrePZsWHe0aPiT469VJfW9dY5jxNwkzlWqerEi2OstBxIm2GhGouOjHdF3wqX0vWxyX3P5+VpTKwKYciFr9J2vzH0tjKWSveBeqUC+eu1pUAuRRpeCI8VyMD4aLyMOn8ATm6NqiuHVjC0HJ9JNPYkraaAOmM40XU8AAmqrEcswRy9SFNB149F+AWgSG3tirzHTeE14e8OAnZiyHvdH1sh+exg5sQMUjO0CAYmLc+i07JmL62b5LkK7AOGMRKoWCw5rEKHAJlEm2Eu0SH0yTPXh9aosvJDUc6dnWIqOWgYGsilY19KmC3l8mBAa8PXpbbcCHCFJdZE1c6MlPpKdObxqLbB32F8RG95eHldCFUjNYG4OpEARYIIBr6ZkqprXTlXwjc9DBAI3lh4JPkanCdsdeak3OS+KpMp/q0iFYHfe/vP/h//Kf70D39v4Qa+8EZLBiZ0DwEMJelkhPkzyL0hOfZVNA0lA6ntFrlWFOszAHdqvj6i7isY+Y+YzfAFvnTnm1YBgevnlQZSfhRhFvQmYQTBeM4ZCKIED8nXn0Erz1rdRj6Zinnem8HT8qlVlf6ZRsbXpy4wACc6dKWUmwMGgk5RjEDAHqujAjw/f8TTh4/ofUdrBh6hbQA1cNv8dNz5ohNF8fXL8Remfe4qLuAbAafTNMLlijXH59/e+fYLojSohWBAs+XA0/f7V0Ck95tDqE4XsS9C1wX0BFzEY0JuTik5AC7vUP8u88ihyO/YQHpSrc5zmQqjZN+uPlhp4KgfLBXmZsbIr6uL/JJGBKgnyg7DOg5vAecL5XqGGbo3XnMgfk+AySFPw0C/7ca3pixj33OW2vUboW+EY1goWdgdCco0Qm9u5CkgTfE6XH8RXWC4icIV9uVJUO2fgS/EhHGXpX9f1CsAcQi68qaqgUaR1DsBNzWvqQg1qm5aMq3Sa0YLD8E4FGBG62zeVE68UwSPYfmXmidpJrLft42x7d1L0s+kNdHpiU8BdU9BDbsjxvOLKOJf1h4wz6Oootdiz6rN3ebqArfwmPIKjPAy1URm2BGWV4ajA71vWXntmBPjMY1OGG4wAlEYJEDFkAeq1p9jWH6o9ACKCoIORu4R1nYVsfE7PK+UhyZ2Tw9zeMLqeN5xICOXM6UMpVadNmA40yRrcBqNl1XeFil0aiib6gJ4I3Vv6rP4Mg+/ehRGuGn991u3//Lf/Tv8B//m31ji3pS3az1sDy9GQboOQXL9XMadeXnAZa7Tw3iLTLejfKHCxjK6Uk8ePDFlgumWoENEDETagABvolpj7TQl0MQAi+fdASzNSoP5xZhcgZr2EmDh/uEZt6cn3F9e8bg/8DgOvL78gM+fPuHp4zP67ge/BTjKyAx3h1QFMKdpg1fCTgaIM9GksVI/tzmixuj7Dnp5wf31jueP0yrCNU+GHYTu4UDrQPRCqcyw0C2rNAcZACKpNaNxg7gzgIAMCGI2GT8tEbi4RxJ74nPuDcQdyh5qyA192yy0jzYI95QNrTfvNxfwKJQK73816lLxMHqismsobSJd16UXXbk/b1FfM1qurhEiFiVOg0lENeygKUFGcdBp/bwPHse6qrEFM4brZ7L4Zdi2MjGOO+Zc16WNjnoPLQ87mW9yTp2GmlNHZsu84UqUQ6Rw3KClI/4SO++b87apE2vshTx1B86b5VdoxXEyTyArQ76+zVTq+qkpryxXz5dizqQ16U8lWsZ8MAd3bQsvqED/znlttD5i9aiAMqf35PdsebyccDRybHAhYqaTiy0oTtnYwQ71kDIswvb7Mo6SNZNyQUyhMKXNfmc+z1HMAZFl4o+x5EaE9XkqgGlhadIUk0KY23O33p19WeJXVg9RcyMxSmiSxyZHlZzm4XWm73i87Tv0dd0mKgpqal47LFBuEDZxnq63LoSmAkMIkAaSBpEOjS2RwrSYNC4gCWWOqdBikMCVydACNDVK1qHQNztzn77B1eOy4/Sl0OgS8BbWtDy5sHix06hlh6F879dsz+vz4IAeO2Cb1/z/YAteFeuoDqAi9jMDXOKOjdW5Kuj0R5d1RyhGas/L3HBwWnmv6lMoWi4zv7YtWqfyWfH+iGe7HC7s4jwPBAccJpqyxUBEkzC6OEGxyyQiTk+CDEQk93EIwXOvv6Utzh7gAF2+NnnDmEKAh8Kq84nGcZLG2G8bnp6e0LYdWw/wqGOgg6lhHgfa1hGV9NYJvu97AjRCc4ee+/AVpiMBQGNsRBhzYs7pexpvDmB+UdMlF7+uMxdeCdj8+cFM0IW61RTKe++MOQasnrrdmTr7F14nXu1T85R2XR38M/bAGo6un6FnKArYWUVAKG3qIJXlSYlqmaYH/vbn+ySAHLYfQ9ma6l4OvmmDDBgWgqQKbDeroDZlgT0fns1gjkpq+w14ujU8Pe34/ONLAfeQIAwRsD93PMaRJcvDqN824NYJ+7afeDqTYr8toDtog9lNL/VKcF4MQ1Qx7w9Md0k5DiRwRRcaT3J15XXbzFjfbjZ2O3xa/4iAvS1aCePewBJZhzZR2oon1HOKhLcxNQJYQE1wvyPzKDUCpPtuZzLw4xjmiUQOhEzgmIKHAK8P4Ic78CoG4tx/VUr5unZgARMEN9NNFbC52jbMY9jpseuV4xiYoth6AzfB9JJ9vUeORwWhuR5oetjt6RkinzBC5hXe3jer0ARP8DoOwTzWAesYnuR8tzAxIsLnz4LvPgAcWYbVAN8AO0MfU7HULr1UDgzvM+ZVmIrI8oYBi6ap2ffMxq5V7awABA9dQsqP4GEBOKmevQPrXopE5NX2ICzPqRCTipKTrKxPcKGBFfr2e2j/x//T/xn/h//9/w5/v29W+WxaPtneDSZTtQTqIEJvLQ9RM41E5N6E5TbVoZlEmaLCl6p7BZtuH+xAVDHntPd6Yya0emgL4+SrINZPCbp1j9ktS1v6KvFIZPIZwO3phv12s7+p4eXTC/783/57fPfHj9j3zVJ0BGptNy8dnUz2MbDyYAbqHoy5taX4Uf4P64NQrJxAn5+wvX7Gy6fPeH59BT5+APVuxHQEYV8eEb9UEIW4/DPqJDQ03rD1CdEDOAwEEnX+qAdEJ6Yo2pyYYNxum9ubnuPWo1paa+j7DX3bQLpjavN8uaX69BU1DmasuMwJ8tp01ogh5dw748sd+c7O8ukMcFSi2FUjE8J7d0YBi00dUbFiAaCAFeBYgtVdJ8m90GbkkPM9X3I/a/4/+J6cZK2RxzcYAV9oiVfQlZaiLS/c8pdPcdj63/bObwOPnMtHZYMM42EG1aOsX6lltvZEeuGJHR0xJbLyjnH9hU2koQ8ztiksPqrTSuvktfyLUB5u3ZQPRZbZa+F6x3ReH6AQWBAGA1w8AQoqHyCQef94jyMWSymTBbwFxQI86pge3E4gkDQ7Gbwk5GaQJ5tfzBVAJumy0pINlGUxouyrh24FOuulKMOzaKij0rl5se7vDBmeRN29K0PQNBdCrTF61DFWQQs3SmJz6WO2vEiOwE43zkFno1v8sxY85Sf8yQORT14U7q6FsZ1PYMKQoRPdvLdRzSj0JxfaCAaRoRRaNy+lApP7ab3E12i9Q9TqGBkeKLkP1EHK7K/3cZLJXL4YfG/Dhwxsiv6ZVxqBz5et632e/iW272/ZbLzusqlWSZFhQFkFQIyH1EoT7qnh+2oZSbHYtF7w3nv9O/KflpfiK/imV+/QcLsldgXWPOgixAJi1ciWB5slYLfXhQdIaMfv8K94nY9pjMUTDBijdYVr3RmI+QY4+uI0/HRTyhCRs5iN/VX6bygB1ENqW++4PT8BBGwkeHr6CGoNfd/AvUOoQ8T8Lh/HgVvf0HSAT5lp7P+D2tJHLu4i6p5Z1+FZfqEC/P+6IjFbnth+Y8tSsEEDsvpKRJ5zKvgVVhW0oNmvfGd6JdW5QDzgS3tD8zd21/hQbOYYTl/wHWl5aMywUHRuOMZwecYuq357M20ci2xq8uAOVxMiPSGMxBQAe7jOAfs3/d+zmicGw5buu+8+4A9//IjWG/at4/Onz3h5mXHwCVXPr/R6gJoZ5H1Dbh/T21cVoQxXVQt3msMSRUdIW2uEfTPUh9qWMi1oSdR0g9uTV3nbLCxMQfjhB1nqlXjaDDf2OxnIAAA0rPNeHwL3B9DbohfCqoL9+cXO2ADgw07YOllBoSngzqa3OE0TK8jBMx+ipQ6ZpsOA2XhEY8zjFSO8tOJ6f/nmwMRP2rF/xaYwljQHIGz/4GvJzcIIx51SR6slwcYUmwOy6k6NCONxoO8bbs87oMDL51e83h94/v6DhVemLmJKlyLS3jqfPOVWPDcTGYTeGd9/BxyHoLncmHMBR0Os/8cAnp9tjxyPYsdReImZlxzUctIlCB8gkKveANDEgL/5wMnLrXWbkIu6n6Gk9btou8/h57nWAFhpbd5bI9MynY6XSvb705f8sCBsBiYCC5s34tYNYNRlaIoI5hBAh4FCYRup4uPzRwDhrGFe36HzkgraZKvIDEDGxDEn5hwgIq/81dC76f95qBFJu+lyaI9is62h/HJDnBmvP34ChmC77dj2HX3f8Hf/8PfY2w/4yw8/4PXlBaqC/bbbITdb5IW4C2getrf2FiypwBFb9a6i6OONcCVC5EeituH2/GzVB48D2xiZE8ncKW9+q+ewzWcRMo+uuN543atE6L2j8RO0K0Q+QfXF1kgED1Hcj4l5DPRtw/4M3PYbJkyHmn4gr2XsvXfI5NxTV9t6MWGYIMyTtOiT/2/CbNt2jZM1m9KKnfhzhJFwRjDrzGYPA8lUcf/hFX1rhmy3ZowU3gcOIKr0FWfbMF8gQOTRyvGVa95ENcWdBcswkjg/u4ZCXodcmQf52uX8+jvP+tn5+7ilOjBw45yu67U/174JPBL1MvGXiYpO8Re0y9jU7ECTedJQgkEiEwRF2whb36AycDyOTOx3mjQ6x9X+bJ99D4WvR4ZvxcTLTCTcus+W/BsewuKnK6o4J0ULVzN/7rVlqeVApBEA0tooiY7HSQhi/vxvRpZ1ByjdZ4ng3gGAlRBnH9vKv5J9S9q8MDJfEwqvF/dSAjyJIsqzIgmc915UQZ6sQAEom0Yb3ktNATomnkHYxU6wZU7ItOPBfd+hKjjkAG+WryCqtjExNKohuAEyVL2Ecd2cMS/17y+0BGXK9YAj4gC40IMu4zHo3EIXtcJ+QCC9gYLXsAmgxM9V0EbXz8IvbXVLgsHLuE55Swp/EHt8GoRWIYYyFDBumuWdAXox00oUjfBEqZ4MmvT1/zctZInzFFX4saLCVL3Nx+sCJXiFa550ftQ7z6f3f8+PkkPbHhqeCVTYYtw5AG4He8Q9o752CVLgnYXx+6Fui4eGW+3pUQiaecvrL4+x/YOl2OUc/6J2NhSpnuK4cWqkaa7iRM25NUwR2nZ8IMa+bdDHHU/PT/g0bzikgYft98YMPe74+LyBeSLi2fOl9jJgrtBQvrqI6drPeWvSVt3fZ4XiFKL8c42wgB6UPQwtyfrfX5trviBjK4UmYoyXexD8xr8STy5ZQ7+XN1Ewtvoc50Pl3Qjg2sdj8lcTu8p36XrP1TCI95z80OL1ricwm1E7ZXh4ym/Puw4570ZCHKTYv1ZEsqsBeLmbbtsZ+IjlCXEcKw8MCHg87vjhL4Jt63h+uuHl0+dzBWgP95H0AungRhAVjDFBBIwhGIj584MdACoGnkDNaCevtiNqyUrFeaTqorWspqbA043Qts1DHxS32x0vnwFlq4T1oXs1OJ+XrLLKrhc527uPBSJ0P7MDCONQPO1IcJdIMcU8pvvWwd0SuN6PA/e74H4YSHG7LU8uRXi/TExu2N2Tah53BHE5G1hr1ExkdAG6pqT4qzYCsMFogWBhax3wQyG3RT0scjzG4hdOA9SaJyiemCqYMMD/thkwMOeAzA2RA2Mcgn/+9z+ibYTjAWyb5YUiD5M9jsPyYnnYBdzuCg+RrO6WrpyKvnV8fn2gNclQjKD53aNpggTmXGDOOBxg7MaXwv5Qtc9rBbz00lO3qbc1f3HN4250HzL15bAe3nhdE+w5pAL7+AK0ZJ971TzfBXAOVYsWbFDf+e730KwKuh8qQTFVLX8YtrQPxJM2N21ZfIEbgbsdEjPZZ3PYogmZDbHvm3sBU4opdaBa/CA+9dGwD/2dWoCHahwHfQE45XIETLbEPd8+EQZ8PB4H9PXuAHTD/vSMD3/6Hm3f8M///E94PB7Ybzuebk/Yn252yN5cZ6O3euJSNuE/BZ6k9ywU6l0pFNzumgO47Xj6+AHH8cB8fQVUwd03TWR3rwbF4qxmqzjTW9FBnHZ57xbKT10xjydLpCwvGGLFf+acGO41rQT0bfM8VR2EDUQNTB1kdSBB2AHcQGwJufu24fE6gfGK/sTgzfRtnQ9g3EG3ZzvVIEKWKOQIEm3InXXRYa7rZ6F8MceaYzf7DICIpVFhT64+C6BGZKc2Fv+9YrPfAEdw287fI1f98cvgpukvpufIKYJp0flJT7/YrEs3vQ79DFQZRvL2Ou/Cmz3FqO/5+r3zTeCRqpV5BZtPaYA/gDEMK4Nof6e7Wp1IsoeEIl6NKTsRp9NCaPk/wfVk35xxBv7e6e9ZlY1XrIVZQIInZdZ132JI4fUR98DdNjmfm3u03g9X8k8bOsKVdAFf+YSYP/KN7WabFiaoWhiuaQQa10R8ZIwrBl/mKv5OIEC1XEJ+3fJ4aa1BxoDOadUymicfngOqM3Ou3aclZu4Il+h1Wq02XWjM6NwwgmnCK/SROfQyrOJaI0ZvLeP0w2ieUyDTst3zvvmG83Wpg4vfTqCZ+xmFUEJsLDtBy/xFvL6PhTyFUBRmrCkEYmkd7T/xCEVYnZmo+SLkIjFjeGOBsLxb/HF+2OdYX0nyWI1AMloL7xJRm3t3QVvGWHSQCYhypUSmOIiCPDSLiI25HRMyBdIF22ZaGMNOdnN/gPBVXjO/kyYiODwZYGvdPWZOEnz9LOsSrXqFnVSEYPx+X37s351oy6+JnV4/f//vgHHXu67CLL2JXAFco6LL96cu/Hz7khw5D8ZD/cptlXd9a5Pl1XrqqPNMM1L8GjDatoNUoDQhYCgrhDuo78D2jE9zB7h7OEZ4ltVHl1k/jSFkEkoVkZ8GI96M+bqg39oCTXhnKpP/nb2r3ygNVRzEb9fQ7XWtfcL+zHpKBoSXHVnCWRmYzktqf4NeW98wx3HqAL0zGTWE5NzjK71SfroUoKioVcagflr9Ex4Rf8sWzhvhLRTeCmGghm5KZLbCnKYuj7ESRIfROgdwfwHwBGyNMKfg8+cHiB4YjwN/+WHifncPI4sysRCeCWxq6zun4JhqRjmvymOA8xpac03OSFqz3IW9ESATMu05oa5kzYk4Y1LzLBGMVGzjoJ478HRz8FA09XciQXdDjEpJP7mb92yn8B4xWf307F5Fkb35MC8pUQtNaN1zm5Tk3cA7xr14X9loiWHgE2gA5IUn5sLvE+NSX6dfk1i+0Aj2rj+QzeHzDtw6sHevVgtg0LQwkylOL1EkxHVEZiBCtH1fyFwg8JgWkmo6pnlXsXt8zSlQDLAnwI1ebVtH3y2npcyJx/1A78Bw77Gtk1fhI8wxHeiy/HLCFiPGjdygI/THwJiWQxMoa6bx+9tDDgCeq0ud7hw4nQD15QCucBNUFqh6zFU4ijZ7xMvDLo7wQAaw+alt320xokp42PXAApqu3EuxQtliHWto22/dMvIg9f8oNjJgh9LAFM9DFF4sdicA319ktgmUXbdi3O93fP70Ga039K2jbSaDQ5ypqodJNo84WN7R5jW39G0RWboVc6myLik3QpaHUZ6yq/T1J5uqeRSBLOxTBCQMOQaYGPttx37b8Hi84jjumHNgzAc+fPyA1m+gAHIUKB3ESpIWFEAwj4AvKAch8wlGmCLQxwN029G++4DjzweOww4dmW9LcNQ8N/HYKNnZmsXnggHaAUzoeMFLG3jdAG3DrOj5GY/tM+7aceCGcX/FIQ1CG+gmaPsN/PwB92nhrtw2MG9QMCh0LIpiQ2yFTNjBmgZPTUKFifreDYU1hbv/pHK6QOW699bUaQPwTa3l85h/NUCQQviaAV1UarF3nl5x0ciXAgIrNnHVz5YuI7p0LC32YlahRdjdlgT8p1tM0PnX0/gBk6tY39eDhND5lj3gOXy/9Myfad8IHi1QQHMBzh2tnT0zevXY7Mhj08t98b1AtZxil/EQ2f6IcvAx6Rc7Jl71poUh+DYm8L0NHApdRfDU6fNsQGgdg5q3kD3CBPViXm6F1M2AykK8Lzmf5fRWNdFKyRImelKkgQBJYm4MSBgO0MQ+OMTWjkCeVNTemSljxb2KvDyhkgFb8bJESgFQI1BmZo9k2JreMAyLlW7s6LFa1vqVqMtOLVrr6JkcLwQaA9NCqUzJFGxlcapHgk3n+2uZ81GuifmOEw94zqe4PeZd4YpWAH8BOGLlYFhI/jq9gd8XzzkBnNaRwgMpFXY7OS9PU0P+KcsIO11pg5YQQ/LNQVBEdlVTHLsDbwrBAjeoeQiUC1zz8CK7j6hUqlhoeBr0JxAMK2Tpd9LeC6QzhcSTmnN4PAiYO8LLwq6xeGjiCBGD04EY+bpb6895PF7EzeIyV4Tl8tG3tixJm0Kl0HQqg+/0j96Lj740fX8ugSVTkzcXWCB3QWp1AF1p5MK0qbxLyASg/UnOcxQAW7iFbTqj92CZdJplOx2FKVUi3QFpXh56oYiU16yOpXg9ibcv56bSN7+GPKMySeuw481dP9FCIXj/huBGbz+7ev64PEbIZj3dwV4NMBQcxZK/67KQuvHOL01I9JlzxFXGXVhIIaai9McXlRaqvufAUQ1rWANd3/8eEmZHi6BIgusxa8tmCgUf8krMyyu5cNWDZMJz0djDmIDPnx+A2vWqBj7BdbAgBRGbk+NhYUG9OwjS7dr0sCV4WLm9o3XLg9I7AbPjkCM9L4L9qA8ypnwMeDjHmccxW2gVVDFVQKRZgc5KYTuFqR24ffzYM0dPhChyI/N4AABu2FrHAQM4VAQg0xuOMT2Jt3lPKZBV5K5NYboPmnlAt6x+qmizpDwrh+B/S782hqXn2Dfg+WYJznsUXlAyD264fuz7xWbSDO/wVGdqlmJiGlgWRt44JuYQPB6Sid1Th1dgDtc/WSzRq59qWdoFu7hvDeMYBQwl37fGj3q3PEtGz2oeUARs2/JoEbVqpxFu55GH6UkXTv91P7DnBIXz7PDCiiJMVa2W6WFyJcuGqFfiI7M7Iy+Rq2pQAJvn+k1HbO+PRjW66A8WkBSRAvHuyjX/FqDj1zQVyTyuyOI5sbdt/yjOERuqVuL7ITN1qTEG9nazg6Te8PLygvvrA33ruD3teHr+4PmCIr9qVOKqlb08qTsmGnW37UMX9xUXyUrIGQXjP5gtr6nmgi/J8zXzwL2jw/Q/FUXrzXjmNA+p5+8/YhsbHi93PB53PB6K29MNLYgBRutpE1TBXQ97Gll+05Ormm82D8u08oD+uSoAq4y4bR2PlxeMh4AaoX94BsajPmgpK8noyG2O5oKHAO6gfgP1aUwRYpWCtyfLSbszWNmKHrUdrIqn247b0wdw6wAIbXsC2gZRW09uGyyUzDzCG1nOI7Rm4arc3fGEkWE1UfEsTh5S4Yqux3VlkwVzA07jg4eru+F2XWHTMVDm5qQfud3rl6Ze8pZSytzq6THk9Kaus2QepFT6NOWMqmRuzuBv72kryVeCry+F8tSl8oq8JvLcLn0JuadEl24Rz/6Svv+l9m1ha15SEcKLib5pbyc8ARZXCiBAu0jwHKQL+wRXNJhuGG0Sf+Up1Fe194yY8uUyjCkN+RXT71eRh/u813cboDExrD6H8HxvbvT0W3jE0Gn/ZKibVqMgCFdj9U9GL0VibPKyubRO7YbCFQZESK0Tn4E90xMSqFfxUQDsm86AlkBKFb0xKP1LActv4d4+7hrYXEhAGEpkCgDCY0UzG/9KVFzWNjyCXDnJ1SqCrM5fXeu16JVO6jucFt1rglzYqEzItPWX8TCGuLRvC7k07dQwJS/1UdcfMOWVRHDaKDGWN8a03RTrt8BBTYUqjS8QQA0KSfAg54h9fRQeZmD3TF35P5gsceHyKvC5c8Llxu5hseh+7YHKbd8O47dsf/6v/xH83/sHPH14NkbpeRnid/HjcYZCyUA5dUFKQMb9E6slkdYBx7pt/5BlBQjF50xvAc6+5TCmgFICF8CauhoK9KWmRUGK56l/saBKLC03Aa6feubJlwkZrlQ/g+JdxMQ1YPcNDDH15vkLRI0wSiqPqPPg3nT+W1RIilctRUFhEGiASUav6xm1D2v8kXTeqqKE1xFhAbqaf+dIkvm6J8YX16gw/nc+X2HK57l7M5/XR3zhddUT7hReikUiX4q1d+mbF74BcNRmZDkSaeqzBQcsz9Kcv7PX3ZlP66k+7JXe4/qiiOU47Hs9yU97TgBHK8wNb/RJM2q+TRn6a7Y6cssJErzhrKcSeSgSmXLX3Hsipo/JvR08dUYzlo8x/XCrhYKIjJAIg/rwOZaxypffulXomsWgVoKBRxoFQ9aJMbGXtRYAJK4IL+MesLw0x2HVzVTd4ygVVR8nExrCA0l8TtRBNXX5qni6Me6vBJ0rcS6ReRhYqkZGbxuwm2xuYkl4pwiOY+JwWyLmxVNnuY7ic9jYczySyX+Z5o3keYPY7Zc4NOf491cmL7ZlRgew+7u7V4hrLueDJtrmh3QavMF26BQ/JGCs/IkTxksVua5zTBwPwRiaqRGMj9qhr7jRwX6yzc31QLEwOPWYxfDsqSGJocPcniynlEqkRPB3JLDv4zYVxyvwGT97uBOj8XLXlt1rjtkBajrzNjdV0ikjQMo472xsuZGmfx59jmVttAys8OSLAwv4j+n2KoCMMgq2E7nKMvzNf/6cj8Hfso0xMMewfZ1Kg/1Mew9Y+U8pVGGvriwWAnsch4e/2gH6GEvn7FsrOoY9n4lM13T5nIC/Lw630E39X4g7+N5P5UMT5AwD2NZwec1+WX6vpjLNmyf6MyXlTOgB2+2Gvm9obvTPMXF/PDxUdlsFbi7yajGcIqREkTlVoCsUKq6d/nd45/gze2ccBMgclgaEFBAvRaixdvRGdwsP3xBERA1t27DL5mG8AtYNdHty+6xjckfrHTIOsCqebxuenj+4t4qDR7wZwEgMapuDQx3EVomN2DYyU4O5AjbE8YjZLL7RPRLFFjGUTFrzcVUb1sDWZ1yuD9qpOrZedF8CPJ7C1jnirrm8v/L4Qo65tstIAmg5m6iKH1B7mp3UVBc/bL4ulM8+CxQq/1tq4lnH+lJb9traBwtIWrrYijzS6+t/tn0jeCSrdOvlRemJARRFaA05TgHtYEhKyuLyjLI4a/3XSaTF3JvZUmNkv6qFpvYeI4lOu2Cq4QkGZGoKKW4N6scUaXcDDsSQJWDntSihaL872BwkkJpAXEtYyQ7ZnhkGiQq5Yk+2SYkcpDHlh9pYRq5n5LS++kwSvamOtMC5RWBh3IaiRkx5WqCiEC994Yd9CfYyWyJsQ+Fje1LuZauIFicPFTiqZomDIo1AwmBZa2IKXBjxpgjlQgBLU89daRMaHgc2tQyRASh7BRmFToHQ8PsZ4/Uz+vP3iPN289hiS74ZAhYrZDDeLer0EoZaW/kiQljU/DAo3Vwb21iGqkKnAR5UBbiuk+RW3h39ECono0VGrTmgIpDh5G9u5sQKjNizUTqyrE7Sxht+95u1/+w/+X9hf75hf7oZLcsqC0s8DQRCKKAAsbneUgh3XGX+YtNpyIpAqSpCRS35Ah9K2oiKhfb0M1ZQaOCaFy3yucQ+bS3AZT29Y/0SPGf1rb41ZR2K11iAg7SuNdo4u1wHGcVzXdynQDt5tsR7qCZxRM7ddZZy15vlagrcaf/GcTiS9iIk9PwkWnJfCZ2ibE+ZjVQ43q5ZFW25Cr43zmy8XHVazHqJprdi3lL2kXVhhRLnqsUe/4KVoS4gU4TEZ9eBZDe13Pvu08591qtX21p1BbJgxpsHxud+X067lj4q8nkRuhQgT+Ur8ezgO8vAcF7tuggCuPI3nmj9K5Ssv3ZbB0mrKQysidQWIT8DzJBIuVY8kgCbywjzilR74YkhWAAQwwv6NOD1sDmcd0Aeji17v+6HJQPujTCnr50AQi5Tystl2ql+I4BbRyeFEGHSWoeY7d4sfGAOs4k6FhgGWBhMZwM7GisgEhWPbZwgRLnIcRiQow7egAGZiuNxgDbGtptLkZWCZstf9PpqwNHhHiVumwSrZwcCtg5sjbG1jn23EtP3T3/BMSYeY4Fh7Oy7keUeGgDIiw/+NdsG4BmW42jD2u8M8tyQ03Wpht46np5uOB4DESGgnj7AQhnIbbEwYNbvEqkB/AUR7khMnt8KqTeJ2vqyh5rNMQFPqTDnOmlP2WumGeYAPnzccDwOzFHzhBgAQUqeAsOIgNlAyNaaeZ65fUxkqRCIVjlrJoZYCd/kH70t1hc/RQ08nOr7hg04ZY9P6x3oc9mQRGfvPwBv+B55mpUpBsSOkq+peh4xVjXBWrjzt27jsDCo5uE80iLweLUwOkXEowhMbjVSrzrmPOKhGMfAMSeePjzhw4dnNG7Yn3bcnp+wb5uHlS3gKMLVIp9zFmjgiyw49WcVGqm2e3gmVoWI3DBe0qswmtJEgDYm1D1hFIL5eIAboz91oDGOwzzTb88fsN+e8fr5BZ8+fcLr64HnD8+4ffyAvm+geSyrw51q8lQAAswDGJufEjhErMOMzanrRCCEJ4X7ndF46x3ke19f7hcb+H091ONXkUKVjGfgtoMHQcaEkmDj7yH7DY/7AdkeGMcOnROsin1r2J5uDlITaLsB1A1oVzhwtEHQgbYDbYNyB9Fm/NwSbGFJxHDlC/AoV8MV4bLxchz0/u9VSAazDyQ33GQJ0CkrT23xeErVOfSdSMeR+kz8pPP74rfCIJaO5Hy32hioDiBhG7yzXAnqnItlhab9Hg1Hq6kG6l3hnBNYzBsdjmCy/Es0dGnfFrbmLyYVUMZnrReFwvYu0qtLTc0JpOXRIuUZ53ti7xnBscduh1H2s9gROR16lrWY0+xLCLn4QgByUERFIGoIO7sHTbqPefICiocUsAVQRBI6UXFaJAMdyNw+VSLMy8KSEgahfNyyOSqgQEgtinQuBUbVkWwfNts7hdgRdHHe4542WJ49YZhGC9AgKjlFKEEIijDQGKaJWTU0RoMBOkwdt7ZhzplVk8g3soyJ1zHxQW/otx2Y5oaqRO5yboseybe7J9Gerbly4iWZt6ja1kDKa8OowznCEMSREKGT55BAGYMLF87Siyey+bpW6LqiDzGd4hlMuXV3E6dUckjjVJfNU4sIOo5yYr72C+nbpGhEHopFAW8hDc/GbBWPal/dIGjE5n0DGNgZSimFu6l6njrxveK9qGGXOe7fkSYULfhC8nMH367dvRj3Cdbp+UIRQEnS61CUUh/4eQaEpLcAoeKN+dNPY+NU5Boai+gdLcD63dcAaWSHpXT1+AlAyHiTVamCupeGy/XkhWWt62pzjqVMpf8vAYI6z0WGydAiMP34sISpkVso8Tyi9eaag4coX7iULH9RBja7fnKasJiX7EPcU7pM8dnijW/CM7+C7BVYx9z+6kgqaiMyy4XiXT5/Oi0vXE5y7G/98kFEBZLiBdcr8/tcLF3rFbd5aLSoZAlsO2n1yyJ7cyihZaw2DsufIiLYGuWeyvksRHU+pPDPQhFwD4fYF5xHzcsVG5UWAlH/JTz8r9gaVqLn8Hy4uqirwuS4ugHrIJLtyzI0wqlgjqoZw3omFfRm4U0gUwkej+VZEUaWTAMkGMDz8w1MD0sSS3bdmJ7YGJYIV0WhjcDbyr0XeyM8C5ujYeK6xvR3NfXkxmyG8xgKbROdFY0Z296Ax3Rj3T2cRbwi10RiCmyGfnhTBW08Xh/LUBcFgfF4TBzDvVc60Dc7+Pl8t+T6nWJ+JXO6kLAdIPnD3JHabBwP0W/dokQ+T+DzX5d0bI2x9tYzAzSAcR/Q9OYiyBT0W8O2b7ZWaE4znAaBiGKEi4zIMmg0vEf0lKplNa+4GroikCFmj/sDjJpL1PNr7bCCBbBwNxXBvjd8/vGzhZMBcZYCUcXry6vfT9g2xjGMD7RmXm5zzuXhrXZdo44ZiBLgpd8DVLAwxUfsFXVw1VmWmHruOi0yF1d3IEjuSDBTFWl3/5zs1SVC8YAlOAcBn3y/dv/78+9NZVLLEzYJoBE6sXNz589jusmqdijXeveogZVInWbHPAYec2C/7bjdbqlGqAjujwc2T1gceRLP0QPZHePv4Z5ZvkiyhaJtHSpRLdLzsg7Btne0vqG3DsIdJC+wjgykQQjf2K5rd2ZgToxxmCcWFG3vxtNSH9Okp9Yanj8+gxvj/vqK++srXl5esO0b/vQPf78ABYslXUB8IPzzMKILkEJcCMwB8IZ0rUrZ5psLjL7vkDExpuDlx1d8+Oi5j1Cyzl9b88qxc7qrnBUl6rR7LtMJdEKjPwJzYN/vOF7vmMcDMiZIBd3B3P12M97CNwgatAl0Koga4P+INwOQyMPUwhPCgVoAdm16X9l6aGiYkYC8xnPX9h5wFMTRbC0toZ+s77FkVzp3ELC8tNq6P4TuIsj13nx3FP4460Gah1vrlGdBAwu8+Zr23pUmuuL/K0xueWNH+J3vZTYPcIXJOpPzVshCtejCOdyv6983gUdV4VsGrikZgjrH10wM9X7r5JThYIQuMIPCswGpwBZLoTAaSkMJfnpysg/KG/OOE5MqJ/AabjNLsQ0XzQnFtvV1MgqrTPH55QW9d2xbd+bpRpufvuhU6C1Cs04q/Tc0dRTwPAYDOswQFk9yrB6XLE4DBnR1MPsplCtaEIB6KHwE5oadlgcQiICXVxAIYw47jYJ510zXBjnKoIDQ9x3H/dUTXBMaW4xr89O8TTaMcWCMA71t6E8dD3rBy/0F4dlhp2imoEwg85Owa7p2umQGDDNngnajF++3LsVHQ5m5MNGaE+nEdgjl+vAsWj7Xcw50ZnfDtLke7uZ7CkVSU3RF1WOCq6FmL41Tm/wgl1oSWBpqwTnWBOwMNfeI38ncEK6+4b3AqvnS6oGkMV8RztjIk9bb6tYytQlwcDH8dIHCV4PvaxnN36LZ+BjvLH+2YO54r9/vDuV8DpchOqcXX2jt+jhVqM4sZ3q+NdTNr0EjQqO99CD513pm5oSBnjz7GHzmq++8OoSJxjvfmUy6/AzBBYXtXfjJvRaPIpRnnruc+4gATB/nivO2LyLJ/mlTZYvv4mn+vsjmW2RInFi/TyJLBtSw4NX5nCT7QJEAzKmv16cSvbtXTorH9ft871t6PXl3+d8xt3Tqb5EhZKdg8XHI2vVoBwvUPREcQODMX+Q3+lE7uXJrbuwF2GM42P1mEs48pCS2rvviS+GcrZnHAU0D2idZLXWTb+H1YAouiKya4W/cGlulM26rEhTNMynVwi5xD1GECtlnqkhgB3APJQV0GCCzdSRwtHWgeZniHQaGHHd7RlTCat08nCwSmzwMyX8nhh4TP/6o6A348DyxP9mBxDgOKLGdrDrQMp2dMCsOt+cjMXhUygLsuvAGaqTY+sS2Texbw5A1LiJ47iMDmqYuJ+wkbfGwmmlGkE4Ln1EV9NuG777fMcbAMQSPaZEdT7vlCxrHMkLJPbofrwdkM/cmkjPhEgMbuVcGAc+b5QXC+OsCSBGyxkAChVdWbN7ZwOu84/HpsEO80E2U0LFhzAGMgXEYqMswGrNoGM0QxgA1ySqQ4/HqIUueCzErZ6ni8Xjgfgdum1fjKwBSelUD0EYQIdzvS8kQQoZs1Kak+Pyime5lygRh4mHpvNCbex1FeD+MBuacOIYkyCi+tpkFoIBIRuP+vum2bFtecUDo0MhKm9PTwhCtfRvV5AiLvlUclHRRJDgDxYm7/46aJbNe4Y7TeWZrAUC6PU3hIWQhoU0E+757viKLSLDw0Q03ACIHdN7R2obWGOKAlE7FkGGH6cMKXHAzPX7vhvqpAo+75UuK/EMGIpusaAT0veP15eHyzg5f+9btX99S55nHhDwe4GZJuy3BGyNP6NUWaobHnqrlZWqEtjeccueEgU4WNsfbjue+ofWGH3/4Ea+fPuPl8wtkDPzhT3/A9sc/OBJ/QO8PYJjnEvYN0GMRGADAgQ4yr80UzAQXHupgCIO3J4An6P6C4/WAPHtlPARxXw4fVWzcYQtOhehw77sO7mQAkHawErQLGj8BdEfrh+kBsJBVBoH23c77eAOhgaagkaWHoMbmfNFvoH7zU5DoD4fJgUivYBuWXOiJA1C0XP7e2zBX4Ih8cYJvM1tON6/mZx8RyMPwjKAjwbmuZ1J1M9RQrIodSvnKoIfgdVX/CmWwbx3b0zM+//gjIIqn5ydQ2/Hnf/9nfPf997j96Y8Yr3fMx93kuUg+z5btfPhfHXPeWrJIGlDQ8gaudpraPUQM7lx0YK+UqoE5vHd4/bZ9I3gUJ6ChMLs3QiKr0UkC2lulsLbI48JkDIQKynzKZXDtAZVp+4KBeG2DpiUKdEIjonXyoAyol4xskcvJDQhq5r1yMrAIx3EgvBPiVDQVv82ODEP5CWMcIVBdYIfLMClD3N03wvC4oJUqgrl1MOxkzpJXWzB3U4KlxIbFIE8/VesbPnz4iNYYj/sd4zgwJ0ExIGNAendAdCVrJl/YUy4JWn2adZO5kaEqYAU2N9pD8eRIfuagEJMxdRXBGGyn+HV9nah7bw5kmUu7baaVDZ/ZXZsJuY45v2WbsUt2ETF3zOnjaKvsuvg4ScyTDkrpqn0mrfe2ae26GTp1u/GXLubwL6uGohGiBfalP5S/k/2zRTvksoEagZS9Mk280IBQz/uJSC4vDgas55ixZ4UF6OId8dZzcHk7BLj7Ex6Gv2GrM1H/SsFKl7VRRXg4XMdinmDvvOMLoEN4C6lmEKX9cxDip8JrNY5jFR4WrIWu4/8OYikhKuOhfPvmmddv6fIF6hcL1I95+rm2qpp45cfEbUxBDGCqAkApyIBMkh30bd4Ldj/ls0ofKfJkEHRVJfCnvRltmYcAT8rJeQFXVrLt8+uCukMh0JAd+co1lq/D/d5e9HN7qOo22eH3H+4XrkX+aSOlztnlnUPQQ4HonHIBXo3JPCbNC8/COy7eUOQejE09LHjJjeRrycTMhTzCext3WLjTzGcZYLSZB3CEzev5nZEcW5OO/eTvaxbmr9wCMGnhxdWsytNJfzmLLwDLaLuuY+i8TH6IbSwMY5gR21w3roluW1NIW2TiqftMNxdYiIKDCty8GmWf6TGF1FmA7fYEoOEYAwJB98OoMRWvr3cA1qd9B56eF+nc78hQMAbQtjW+H36cqfc3EvBG6XnMpOhupIf3Up0XVcV+u4HG8DxHBmr1JzPq9P7A4YbnmBOe0vGUryjo6fV14NZgiah34+NDrOy7kmQ+n6fNFm6I4vO73jr/snaDhas9w3IddTIvsW5RJhmyaGtph0dzTs8FI5DGS5dszTzBSC3liLr3PAgqI8GRSLAedjUB6cVzamq65jFsXjanK+KQgfKurFMsM4Fczzp5u4skuBJrG2CpqZwWUv/8/ARuDf/8T39JoPL+kAQlRW2OxPeUKqBBP7B1J8AAg6Qh4G44BB4Pf3cJdZwD2Hldmz/V58eBuJcXeEJ4GKgrGW0Hwjn/0e+l7fsTbvtzCUVWT2JNWaDH6Aiew4Wx7w29d+fNmqDL/R7VvVxPYs4kxErhYDB9LZtV7gbcNkLqDIB6/iCjY2WYh1EUbXDA6va0nQomECusAtbAcGOYoei3HeldMc37SBx8VlGrzOd0ya15zi1XtsUP/vIlfsAiYqG9rWF7esL3zHh6fsbj9RWfPn0G/vkv+DgFt6eb2R1whitq1dPgANIcS58grFjmOZYQSH1FbUP0DcwdbSq4Gd9jYnBNERD/ipPHSciESyXUAHNVqBCO0cC82QH61sAsYFKP2nBddev2uNaRia/Z7Rc2AIm33XIgFctIidO+MKCrQYaAe5yeREJvZyg/1yqfCcZRwihVzaPOLrVE/fDK0Xm/27M5T+kt5APuDBxG4/asqCIPiA6b5gCQ4HiIqufYU+gYaEQOok/PUxW552SdHJVW7YUFSL21UYoGep4WLBvzml7E9pM5esShZ4CyqTe+74L6pn0TeBRJ8mKA6jlcWCK8ya4TVavCRSUfy6WJCLjZjo0B1WlQjc3PaNRL8uTYFe64RYDKBHdzAZRQGskElNTXn363Rba9Zll57G/KxO7ENjawnLyAvvv+I14+v2K4ktta89w9yzgPYOaEkSQvCEtRPX9UIZS8eAmcahwZsog0ZAiLqOLkVyOmJk6MY95oxYpfDa3Vz3IqDE33VU4wjMKW84zty2vJTngkO0feH26M3pp5O3kcayKhTkeknrSyWXnH4zhsTj3x8/S4+t47usdnqyim50IxDzLO5wfYlECdhpCLGVt9oTKT13aiOV0bsm5QBhAxyslM4OF/CTZQKuFv30On93F+5ncW2g8ghCK5XqxJCv9l9Nqp5KKZ9D6i3D2IxXTWkQrCyWjxcZ+mSN8xHH+HLQUVIX/+tF3t+zyBycuzgraIzjwp1jrWIm6SKJNcPJYuQk89+WmsUS7LuqF2AuEs+R7JhpFXjfb6hDdjp/rh+ds4sW1BD2rKmcQ+9vuNvjT3tKg4WNuSX5jnYzH4L11fpzpkesMbwK3sUVqfABGKZ08MBVhz6J70pM5frrHfH4LzOpl0mZ43U1QsnUvTcu3ZrbmK/EKXWPOYa1uu1PrX5Z1xkBP3qF5WW/U03y6tE8BTP30ND8eTwhqPCf5SDnYacx40rLDhwjOpQ/wkuyY1p8pz/N5WlL5K43G4EeXhke9a74zErTnPtT+/caseDZFUunBeM1Jjq/q/WMq6ZmV7WPgZ1peu0yI8/VXdq0gBbVbliuEV0AowG14+90d4G7hxTZbXZtvEc8/YOs0pdpDs9JY6EjE6EW674P56JEAVCbPDMynmQ/xgPSI1AgR4fgb2rXnERoCE7nHSqAAZ6nmdOCs91Xw7j2OYZ417T3AjzEPx+rq8PzqZ8jtEoSw2xqnpAZVOAWp9PiZSL9SpgINgO1blrH8pMEDw5NgAngDc2MCZ6CszVqi5b1HmAuTLMJk0y2ETCGNMzOL2wmy5Zmi7+QIdqPIp0l4ESLnSGyz+1dg9jkIM0HrnVSgR2fW9ryI0wWcI5PmSkKFjIU6nnOmeYADVtnXstw2qRjhyCeXsbYVMjki07eGLSk5zan8LDHQaD6SHW98BcLHtyO/1Ra7egMHz1Omgw/Io9W4VDb2IW4az/Q5Y0qnVMJ4AjbbezEvH+aoBkzP3A4uH7ydAbwtGIXeEzLsdSJ275lkhz1FFIhCeVnlMKQtlKczTyJ62iruEaGrdir7c9h1zDszhBwvT+iihO6jCCssUjxt3BfMEAUnArfUFarIPNGw+c6X1KIByiOuMjkDo247WO/anG25PN7x8/ox/+sd/j9vTDd99/z32jx+A/Qk47pgvL+i8Id3TgoCyoIcu5SsO4u3EGElJDHDv2G9PdkjDyNyty1uq7EPfJOTuoAbc+bVZOakB5MARNbB2w3O42H/jWC59sA3FTSznGBx8YwZ5zqPQHWxUnn2KDIAxD9ZpURARvmbGlDGe4YKC/V/kQIp8UHXTq64wNReS3JpZPmLOKTqnAVqVR6UgRhDfeVO753rS4FkVv7S0znOfzznQWkuaftyPVYBiHJbWJbuiqT99dbswlLBViUK3W99FJFQ4vJijyHl8XxrZe+2bwKNTOFC8TDWToKWRqQuBU2cqzQknOskg0Ayi1RQM5IgxKaPzhjTs3xlXKM0EQMTd63mFByymWDNW0Lr39EBaSrjdiAjvMkmtSWjbtmFsE1FmMv4tQVdAtpQY8b4VJxnK8+pHES8hmIpgzJLWOcfruyB8da+kFZqzwsPUXRqnE1UkpF2PsLXMEBTkkNPwtlLuq7cRThbJ7jwjEYTFTrmwBA3UqqttvSeYw2TVCwI4glpYmLmju5cMwQSTqiWLoyjtqUsbTMO+mGJueBA8wTcpiNRyT3ny75rc/L09W8Md3xiXsQ7lffGcxdfCYwKZRO3tO4DqGXGmh6qYOTBJyLEt4x1phBozoGQQdsggq49JYEj6UIXNEbsnVn5f6CvI8/emAf1U82k8AUgV3Dk1G5yoZhLNuqdDsKtGnPGaz5ieLz01wJB8b+xPWgwdQDmoWet/Hc76KnhM8ZIB3qWxL442wFQnAoXldArF0cr4hoVQAbDKko0CxbVrmeKnbbD98IbXvTMy57mAKXBhiS2aDr69RqowLxcjVbk8zMYWe+vUyvxpUW7eduq9Ff0C5Vz3CpYysD5+Z+8vbuUcpsoj+NiqQhJje8drKemp9rP81ADa62cxo1qU5dSOUxxWJdDoxUP/pLDgYogAMGWbQq4GU9TCR8r8XMAq9aSZIT+qDFFghbzhrNBVJeiblLC/YjvJaSzyW3wcCRhBlw1RWQFhhZzF88KLY/B52UXWP4Xn/NntmuGAToQtGfhgtyY4Q5bQdtvNG8kSYGuGiQFqVZEImXOPYfkJ7+5roYvcchy72z2jA9oBP5fLvE69w6uewY1ByX4192awg62wHwjH64S0+/oOcEXdvNFm6jPuXQMDF9J20Dh59fLuxVarjVwXC3ptZMnGn8Xy20yYl8m3isawWQgGXGwwz6ONDDjamh1+Nyw68akvh+y27x9D0Vhdbwr6V8yxwPSkRTJ9fIpAoO5xtl6gAPrG2DoneKQwEJeILTSyAdCZegkTnQ6tY7uDjIb61kFEGRoVuh3EAMW2LU+jABwXq1oAMTNh2yy/DgBoS26Z3kc1sjv0aBG4MWx5mW63hjEV49XCECd8vovNq/BxUk6zH1jb30PPP4PlMy9aiPpSF9+P30WTaeAQEXlOVwZTy4I05N4iU6LwjukHWYY87DwATddhUR6u2UUwoAanKDADpgYmBAT2+XEdTCZ0BgAAFxvkYLXnyZ0DMudKHM9GTEumqkVdHC/eVwZ5aFUW6nEEnbtHpvBllULHJo+YCGAjBqJR0ASZbqP1DlXgOAaO48DL588QAH3ezHOyb29lIdbzTmI9FdBwN6Qlp7mj70847j9AoRbBk/fVVdYlpIlALd1JnZCNoAmWt87yAwuauy5QVGWAQITdrhCAuuU+JgF7ojhq7rJHDeGtfdLdKPa9H+u2mtyveJQHw8rs/XoeS5mypUuXIbvtaKH1Aqh5Ztbk1ed5KgptDVsuus3pHnpfPw/5E2snImjbDlLFOF5xv9/Re7ck/x5nG3z6+pz62zvqJRKD8XdZt8LgqVpj8O/gS2dbV1PR1LRVvqZ9E3j0n/+7/wr/o77jw/OzdUlXQuXg1hFGE0q9RdKU7ezACTFZOUQUBcEl9hQr2crMngjPkrQRqwOLIW5jcibmiPKPpo1lGXN4afIsoVD0Vb/flPYzwayJPV8dC/H0dHMBfa4U5lcgwjUSc6JlyNgC0eIffCHE2Bta9kXo2ep9knXie+qwh71Uybv2B4NZMGYhOt8Y9dkV+NDYbE7fkgqarU+DgGH5oQLYmkLOTMjXc4JyfQw8OuYwRcCTIrZu5S/HMTDG4fmBgnEugIcpqIlyfBURTkCFkAIr5nrFlLoYYEO/T6BoWcnTJ2kAA9UoWdeRr3yssaZQia9rIuwEMwpdhAJ85kkUj758tGgshUooxHFZKHWsVu3u0mz6Ym0jGX6YsBcwLWgglEO9/PydtGpoNgrFRksoGAB4fjKZXvCCcy2Q9zM4TlOKMh7M1fJLi4HWnoiE3gNHLsCOvWIx6rBR9ERJ5XSrPnER+fXL8zJc9n34fJgy7HvGgSAJvk2FHvxhcwrmsLDYlRclQE71E1hX2rxLy1hTc1nPPiN5yFtKPDdT0Nf+jvvXnxVs8xNEDXC3zup6IKWCFgBzbBbNz7/cylFDUfQqC/25VoGjWOsKGC1RXxTA615776nvfqfr9FSxhIcW1eZyo5YeXGn23IEFkueiJj3HhBSm53N/Un5OSg/KWtj/rmHr6cadPPgsvyovjBCKeoDzWzdVZB4WwvJGqsCRXejnym1tF6JFnTGc0ItIFcol54oicqGiqGSuWwHaFzhCMLJoPWTaRacmL0iBlXvMDpcmVM3jhzh0HKdoP53O3DlcduJc48cTMum1KDIvKhU+a0VUDKQ8y7vCy1RwvChGP9C3ljn9mL3C1xQM0VPeGWZPJo7SN3XvrdC769oBCYIR1gE4GvBkNgmaAK8ITRSpH31N28q1DcvraCP3OGJPoM5ljQtAY5/bQdGUkPJaUp+or4PNzQzkSc1DdBwDquYV1FroH9M/a+j70rtU3cvKXZMagBkJliP/Y/AOjcNNP7zsBh5BFXMGUZs32ST3yptrjAAyxDzGqAjAIbzM3CAiA3iaaIbgke+JsD+VvMIhO3DKwL434BAwy2nNwk6PPWHjxJsq055GFDqAu9iaaaUlLOCI8fsMW5tzWkJkDwVj1/ExziDG8gx2fu0TptCsCNs84TDTpYqyT2ZEMQCmAYsKdMSuYZ+bIM4B5YkmrYCT7KkazF67318RCnDwK6MVySTxj8cdj5cXcGPs7YZt7+Bt80NvA4zUn+8de9ucEChiFJORGSKp4fkX13DD08cPABMer684jgPjn/+C7WXD0/MTtufnVZIv9WrFKQkXUMKnkkHaVA1Dz4kZfNuhr0sepiYTeoqKMfqwx+JZARxlwuoopOTuhKRAD35SxssEJQOMiLp/J/YPTkd+KJ9rTfYMAjxtyPrXIidSGsNLa00kubm7n7vuqszkQamLEC2X3Pg79usSGGvMmWvUr78a3Uvq4lr21q2jt4Li8nssKzVLIqdqjhFPTzeT4RES6h5YVQ2qtkTV1/L/zlslgcTVu1RRox8h13Q5fhR4IHWQJJm/Bnj0f/mP/yP8b/9X/xv8j//D/6GdmKSCSkDklXGC79wy1Evdx9dCciyG1dJrMaIaFRHZNbA42auymQwrF/UsopdrI60JQzkRocjkjst9rvycFuvt5OUC0PI2OnkYaXH9KjS5SJDztMzW3j7NzW53rB5U5CgM4PzTTv4y1E7XvSLiGze8vuDZ9N2AIgZRqDh0em0AgTmPZIAHk4WvHXNgDDMIWzcQKCojxYbynrpLKwAxgEjVSvuqmobcYLmNDK33XEQ+aRYvTfnMmMvqgVPXKjbXUoD9Hg+yVw8rtpCsoB1XMi9ac4TeVAynfhaGidEUgEI7HMpTWgQX77ClnqTRWFsa+XktJQ3F3+HJdzGPgdN1wQAoE2dGmB+0MJe4lYyfBugSgB77nI05Sy6oMj+KU76k37odj4HhZWeBUHgCdRdTTtiUjCkT8zHR24atb2hbszBHFOO9bpGqYPh3niKwfvR+c/kT+wTQBGE5hJAu2kDSMJ2ekV8TX971hTebTuDs2ekRzo9tULl3loec/YtwkONxoHm46EYNiFxQClMaQzEh228ktgcijxuCXxJBPbFtTXh6nmpdwj+pWdcFCD3gDD4A5KeKrguBci+qmuIRgOhly5WXnznxdW5PMkH97y9M+1V+nIGj+pni9Bh95/svPBPwxOLxcbWEXXGiKG6g6oDC5RmFr5l3dsx/yIJkY+f1KqiHnhncm77aSpb1THn1dvrqumowGD+gYleW453BwxJwf+dZv4eWitk6S0kgIM7X6rXXxL1pW4gZsBPA3/3dbqfaDzuycd3UE9TbveJ7f9ssJ+EQu27f3Wt3ilUj8+ssB5LLm5pbSmH83+XvFPHwj/AshlfCYh8bWR5BH0DsqN4NHEgvJyeh2QDaPTQtdKmSRJ29SqbNoWY0x1QAo7j8q2bS3gGFjIEpkQjU7bAeoIHxAhnuiedr9LStvuUBv5itFmypOz8FzJNKO6Ce0JntchxAqQP2BbrwfzdfssAbdgAbGxBBQIbKBVlkMfuYE9i6tNbAGLlnBQC7NwYzeToABvKaMCZNBoVOa5vK5xqCY1iIA2eOG0tMPqbnyHJ6ZiavdGePnVOSj4QeTsxQzxpv8+V0owRRyxkU+g6T0QyxhSkRWhpf8jlArxX1oCj63xVcI2T6irofj2HeCEt38r1zQXiOo+r//rvZz9kakHM/PBpJfD0DOPoauvgtWoo/J6opfsCMmXlMO3copHgkRVGZkJs2g0Rx2Ea5/qnnklX6BfkhtCyebxEBLXW2kNdGp4wITTdVaRo/fDzAzJZ/qZtHEVQxj4HjMSBi1dNAFiGxPe14enoyFzfrhPOymYUIEHpSWe+IoglwFEDathBK2gA8wmHc0W43fHh6wu3lBT/+5S94+fwJr/dXPB4PfCeK29Y86oHdSwbuKsrGKKktJhnPJ16Z7UEGMnkKj9ThqtyTcOlra1O5F6m5oMLd6hwGiLhqAFAq+IqmDsDbBp0H8sB9sX4Absc1+z3tMIQu7sht841txGLo8ckg0dXPUJwdNdcxoe54YPZd8598TrBd+ld154yF5XJNWdf1zrhxhU2WwTjrXIxDq3dHafF4jWrZiizooaKeOuVym+o5muCky4TOFoe0fsAdeUCxbPjUkxD7O24vutgalE/Xl/Xaa/vGhNlL+dPTRKlNjr84FIqTAhchHmRMgVlOoQmmKHguG2KvJGavMIYVa/1WwVfgtLhcjKuoBhD35uTkBL/1yXhf8fSN4MZVuHpewYz6mb4hptA85M1z6zy993rbrEXT977nBGTf7QNVK1sJwBBqAPD4462zlewTMXCJG/Ztw52bPd7Bgu4IeMT/57gKwGP5TSwUzso7GwMTcBrjIKsg1rz2M/vm4bZcSA3cWCdKa71h17oHjW3p4Fh+MnpZu6ST92il2jrBCMp3pNfrNb9b51NOr2XqTXY4U6Hi2ZDrx5lErSp+y2i3DyTjj/Op5ffIZ3P9DknPQIQiTDzGNKWy2fyOKTiGoHerlmBlfQXafGzJNzTdkvNkyudT1UtQRjmd31H7f//f/5/4D3787+N/8D/5t2tdac117W3kwwJSXVizftnTZ60ReQ+cJlh1rf/5rqQFSxTJp/vP3hVLT/ipFl4/S94oFr2UFyNCbvHO96GNhDGO9CJCVNSAnQrd9YHPP/yI56cnqOzYFOjkIQ5kCpiEW4EbI1HBqIYyq/Nc04EoFTIzJPRC05r75J0tnLoEYAkRmRvI858gdI0Q7kVxLVreN7Wzp8sZrHhvek/8+J3ea/1ODdgLbgZXk0WRyUZTUUEdDpkipXGw4LyR2I1EclGjJzCA3/DF86nlGi/qRK8We4P8oELr/MSCLeUk+ppKzcUwy54oXCate2xM83zDZUZPYFPqJqGEXOf+b98WuFH2OC1WoKWwDsh02/g8dOsI24rogcdxZPiYqhm3Kn5g7e8L0GTb/AAIwL5vVrhCBeN+4BiWpLgzLPE1bE1litkW3pedY1nV1Q8r3d10OjULoizwftuhuGeZ9Og7ANzdKyTHBvOumV7tqm3di2ZYX9jX8vXTC15+EBBbuFFvBoZNAj5+d8Mh0wCNMdH9wUFrw1GZwLiN7dieeXiS6K0TbjdGp+nrYvoj+Z7pzfo81HM2ed/sSgN7IhF4yJn3QIK66z4AeO6e6NzvE5gnUiSnJd9SEYIYdJOhiwhV8HL4WcjfwnnUqx9GKPsSNFFBNvvIZECBevXYabyjNUbnhtY211EeJv43QHViHFYiXeXA50/2rNvNAEm0bt/NideXVygs9QMzY4yJ19eJo6ZSgXvpiK93B6gRdCoejwMiajmwGrueowmcRs6kiTVfSjan8WzxEDV9nVCnw5089AxmnwfA2xrw8QMyh9dcLDmdOAAAD8+R5PMeHkfA78/bqLZtv2HbdoAsZLS1DibC8HBEZkZvPVMgAL53GydfF5jHzJwD1DoUKxlv0mZU8+rrSNhyG5rd11tLrxWCAmPdq6mgkLGaEXKf0DbXq0kgc+C4H3g87gkK7vuG/fZHtLah9+auluS6NqyyqKglyM5SJ2ZjxCFaVO3qWwdBoXNm1efWmuXR6S3Bi3a/p2dRe3rCH/cbvjv+gNdPn/DP//Rn/Of/zf8H//bf/of48Ycf0FrD7fkJ+/OzbRgAGBMyDlDfQJ0d1BlARFJE2NmcIJl4+vu/x/GXv+B4PLCp5w9szrR6d+ahiNQVSNhXkSBPVWSIFnAVLYSUqvFXv46KWzHFohKw8jNhfRnMC1i2VxbHaN4VRQJLMjwhmbl4qq7cw5ZXqVucaXhohYDNzsRwbT7CBl7C2O/LCmtrCt5rZ7uOfIypPC+mXJql4lGIA9URZQPVUhxnvVspHGXeHheeQCGNFDOS3Q5vfYlquSe9zjAakxfiXoAwWcCuX753wPgT7ZvBo2QI9ub1OcFMmqLMReiYfR2eOufHRY6a94AY+34h2RkSyQvFu65WGgz+mLy3GOTX+VnfnAXxT7m9q1foqmXdT6eg5SUR2rZcr5cRoylqzqMAzPV623ccXkqCYUx7omEAFvMdidDchVJk4v5yGChQ+yLLe+mn7KcAhXrv6K15GIokwul2aa5V5vHRZbSBYBnd+wbViYyddqWOuKHT8jbSy/uZouIc1S+sApsDUCHY4GtmG8nyFzQua6FGl8bXPFFZhE4WZEGiBA3gOX+Q6yOuuWlZ56CNM3CI5UHl064FjWLirNqS3xeghgi4NasKYCVRbf809/ZQ74+q4jEaiLqdksKyebJ7AqrPUQWUwpiPeSMQuptmlrxw0a6d5plhaMLT3kxU9nVRDn6X7Wf6ZWuhqaWHwRz8yIDPMPYoP3/D9+Lvn+AVdonNV4R6LP5Vvv/CI4gibNdOqvIU9X0WGE880T4SAPPXJDowwa1DZoA41g9VxTEG7vc7juPA8/NzaAcmoIYigR/vS8U30jPTELb8HEUGXPt+ptW6txZ/KbOC5OXBe9yrboEH1r+3UG553xs6WS+qwEQm/Dzd/85DcZYDSxV9ezEbxJ7XrYMMPT1bZqzVl18e7s8J8kaVm7gu5/N9IltK+vLqgS5+E/Rf1yHyyly9pOrzwtFT3vTFf5EQT1cTawFSpsTHWmApf2v0YCYPfrDS4MFTf+v2LokB6SnkohmAb5NMGhsUbvrx7cmuIQLuD7sovD5asVRTN/Y5jtCaMQx06v3A5kUUoqCPbgCgqdcnyFX0/DC2ZFhSaQulYshUHIeAuOFPf/cBnz+9ZKJsj+A42yBiSYwJ9oyq6zfPi9Md0Jh3g2CIV8LisAX2Rngcih/m3VNsGF8arw8IIRMhqwC3J8ub8unzzPnWUmGMyDxEYu4iJ6XRVQGlda1JI2Dvqxpcj2pfvhSh1VUTKuTHhIFEPICPAPa+clBFuBpQvLOm/WuR/8g7ITGfQ6H6wOMIvrmAxnAM7jzBPG1+GyfAb44MoYOYNxm7+5vluzGAcI6J2Rputw6eVkBhTHjuo6WLAQ72kH1uIPMBOSZa77g9dU9sfEDFPFiIge+/R+bjuL8qHofZ47cbg9uGeQxP2M7YNztkfn254+VlcZ6gt61bDvCkuzAJaO2FocAs9LltZltT2QOgsydgrEl8HzUg5jSQq/k6Fafb3H+/15YywZX3ZVQqGjVs25YFaipPTVHiVbvMsJ9u3MchxdIfRa0SoPGZlnqogVDuNACsKpmqUPFE72SOBOmlTQCYwGL2z/RcbMdx4DgGQIrnpxtuT09o+w6iAEMFY9xBaJ7YecPWb7ao44BZ0cF9rQ9EumjbPZZIGzpNqDrwYSiU3cNOTMcBud/tkK01tG3Dxz/+CR8+fMQ//OsD/82/+y/MAwWEx+OB58eBD3/6O+DDB6AJ+HFgHg/I/W7z33fg5uU0bYHMq2gI8Hqgs10jMu29Y6B18utdqNSDo0BYUdcfSEDF8xYl13L0XTExKQ67TD/IAyX4WiXTX4w/tCdyT/DQTedjovdu6G3rxVVQ7FREZjqSGGhp3lZ5qlLHVDPnX79r7sl1eFnFELb5vSNioYfQ4tpmv16E+CXVTDhIYd3lj2HM48BxPKAquN1uMOeTYXaWV5oPHetLLQ8IXRdV31eqkvomwfQo8UO4ehBn31EWtVK388P1IrzyMzXHV7Rv9zwqj66G1BqAdSbzFoS+mIjZT7PSpXS/HRQQSdHKIH3SDPTwZF65P5aRnwpRGceX+3JW3mtbXjE1UXYAUobsqsaGiiSCeumLG6pgq0BhAzWQJk6JAWx9W4LRBrni97N/RdWMdxilhP2EABHUx33KJpjjXetopXq7IaRjZJLNVIR1GQcZMkuUG8qqeTRQZ09u6Sfh0GU4kJXunBq5UUw4kMmiNV8UmxcQCFhoPaPMwFofrHnOCjwWktRaxE37GokC7KfVlYGWtTalWc+f4aKYXGhFHGwLwJBFMe8P8EbulbVOX4LJTrVwAE1Q7Z0HXz5NELcuZ7yTGFNGAXdoaT7B55nTzdU8ysJ41POb/NdFcq4M4Dw3v8tWjOIcjtPUGzcIrPUNoQHPlfQu/HCWH++2n8GUTCmbB1YouAtgP2mLcEOFgoRALEtwRifeJ5Xs3BLcpUN0Bu3DUA8eLV6a1AAAq5bYvHqRimRFk6Dh4MdRKpYy0aXzWUXyJrmEOhKC9r44S3iTOMeblj2rhY+dQLOfWaQlc+JBWjwUkLxCoTgANOIvwFHvtwhtrEBX8Km6ly8jXr9XF8f6q17HLBaiCmCMAZCBKs1zO7RmJb3XflgFEuJ015QYoy9VyzGY7wgZ7OiEuhITgNOa7wXGWr/Of+dcnMZrNNTcWhOB5SKJ0zCnQ4TnBxzUdmFo3T+fzP0eWNNjWmLl2KaxV0U8KXC5NrbxtdsipvPCKyNn4zMrUDWjuRbquYp7dXnGBOy7fbZtjOMQbL2BG2GM4Qc4oddJPtNtQz9EZjcqZ+pWTAaHTvXDdwWErf/3OzA2B0oUgDuw3jrw/ccnPN128zpyqzwS5/fWIdvI9RzD8hjd7wBvjpuFct9gtpICTb3Kl1ren6fdJnnfOiZNy/+jQGueH8W9X6gtfqCqGA4KyASmp/nw6TcFmvwAnFKlMBuSl80CAe7D6KF7NzvMDorDc8Y6RgzgqLGBIbFlAxiKBOLT+33/8fz96eyNgOXoedbXIxRwYKIpuQ5qe5/dazmBaFEch3kiR15fbgb+TBHMx8yk5Mx2kBcgEoW3eQEJiAl7b/j44Ts8jkcemMkuYFb0jbBvG4jNTBFdydhlCh7HSnK+5sQ83OxCpNd8OEsfB3CIzet0sA9keya9uqjM5U+w+bCXY71qqFP1uKNjeTX93poGcOh0Mdg9zse0vFFqXshLi1j3GZ4QNotgcx3BPJhc5xfF1OFy1DziAYC5r0Ni2P4bc2J4bGuHZIJ0gifS780AWQ9hvj8OzDktvP44IHNg2zd8/4fvsO07ALXk7M54zbbpFuHivCuBBIqdF4m3zB7LA3coaLr3T8pcBxUiH1Hk7hFBJNI2uejfE4GaoKni44ePeP7DHzCPgZdPn/BP//QX/OM//hnP333En/7VP6B99xF828Fjgqg5YuzujyFsGe66uYG+f0YbE/PlM+TxwDgOAA2tO8J7VF9IckESnkgBd7veSf7ZJUm3wmwbQjNdI5OGA6tqmz+GG8Rzy54cQxJUsu/ajV0g+NxHbuIpGOPV7DWPUEl0+OQppEswpcJRfo93hvBtHfCwt8AnOJ9VGGaAQ3p2ajk5uDR2Ic6Lbi7N0r1MC6Ociu3WXaa43hSnPF/RUq/JA32rEphLqgqZBFXfW23dB8AwGPdsSseLq/e46sLNfqZ9u+fRz7RUIlNRto5LbCpwyZ8S92hhLOWUNrizP4dwVrLryXAo4wFMAOd4+FO7GFvBoN4dTxpJkQTZRihF8+NkRG44+QaJvEZftoocQqDw6qC8lBxIyT1QgqxD6FdN8zyj2Xuk8QxNrVKDquqE+NxFBbnmgkAC+Y/3+lqRA12zuN6pzxOxbXbxtbC7TXoTRd4hQEmt0oIKWKmAR2G4L4MzCF4LmiwlfE+BTNRX111EPK6UzwysAmoBmLiEM0N9AAdAtGciz4TbeXlwhacW+3gVOPGR3AtvUT9fZachIgiFgH7PhLisbBqMb1bybJzmBZrzNsXLY+YcOIJ9foM9jy1OfQ5JelSfJwFM0f+dtfSgeKdruU+YYPHqIRTWvo1n2OltCJ/i1XKCJooQK0KA/KGLNwEKsTw1ZDIQCkw9fO7NUBKscFgrOqALIPHFfZueh95hM/Wm+ERLFdfLaqsm+FC9L1tjNCb0rafAiZNqKznaipEJTM+LwBWUCi1Kv3zC8pZL0nmMJVtp8EyTGQrNA8O1fla8Yym+aybKnOQP66cBvnZJesroWnMAFn577XuVJdlHFAqh07eUn1aZUq4oOhAAV3SLHNNgKfMM/tS5DHDIT5sCBKj0reIuzqGQuExjL89r035eu/M+cA899ZK45dkxYnFFMXLrpEFAdF3w85xSeOgWEErX3F5mbJk2J/3xt+dNA1ZyPXVRXd4JGURAZhuUc94EhPiyDYDw0Dj/HQZwEGcYy6LmUVH1atsbnkjZ8+HwML5keW06jsfAvneIiIE3qpbv0PUqZgJ3BsSSMIsIjmNAdKbxnGCTO0gHiUR6itg3DKAzoxEyHExB7h1qSVh7Z1e6DSwZE6kci6s2wWcT4HI239iT/cP2wLhPjGG80AAaxrZvuN/vOeeVrUPTHiw72ZTxcF7tvsaqDgqRf9ZsnAJbmwbkPa3ZdVvYQsmbF5cS5/eVHhZBaIJLI4AKXmMP8Kl3yxtkOTacT8+VN0gVLnt8/5DllNmIPPG057o6DvCcVkRBLPF438zzXh8GOIxh/cntrVHNbkB4lfxWVehUENnJZCbBVfeu8ry9ohM6jD/NYZOhTTEOxeNhtzRa75MrrWP9HvvuQIzX+hcpU3oDqNk1c0YerpJmBmexeeL7RWVLTML7MtX4wO/RAynSGogf4AaPinDI3AeCN6lIBGHITkwRPD/d0LaG3ro/w5IAN5dfxJE/xoCHOHw3AGpY2LJ7pohKVn+zJOkTcw4c48DttuP2dMP99XOGlBEUvTNue8O2MRpbhTgTWT03xDL+Q5mHr1tqzv6RVSFUDbkJz8W7ZJvZEuU58aw48EA81/8READqh//ufweNGpoq+PkZ++cXvP74Ix73A//03/4j2g8/4vm77/D84XkxDOvE2twBiqgplMSazhMybb+0g4H9eZWafNNK/+L5dTDLE8N+d2/E1JvXBKJSuKhYRIMDhGQoMtKzye82z/QJPUZ6qGU1OVUrHtFbKCVrswLnjR5ML5jOVfZHwu1mMittaADq/YwDMcqQvVi3t/rqmrp3BHRpQx4QeQA0QE3B1AGIDyG88GtfnU7j+bqGtAAByu7VrikRmFeevxXpVXLCqbq3pHlxJlaCus5fpzf9AvDoyzOVJBi/nNZQT4YnYMZ+VdBFzIhSj1cNvDsV6ipgNT53hTyStGFNWMYoErxKV72nKLoLocl7xYkrPXlyPIXorkb+aeJXlZJ4D1CNKX/GSSidNINc7Oxb8JCTQYZFgOWz7GvMb94HJAAURJpK+Uqc2NhynkyWc7ecklXMDXRG+F5hcLnvLuAE1NxA0TlNKon+VBryflH5LDYUs+Uj0AinE4F63qUAcWwZxL+fmBAodXNtD34LT3qdWe4VUO+XKkgnIARME0zEsL+5zHNdMweRNLS9i4mTc5fLuwQAkb0zqn7lpRXsqpyiGuFVawmzNAGRYuglWOQKmcc+SQrJtXapM5DRBBEDDWtfMqfR+nsJD4lWZ3x5PgZ9w38W6IcW36iCIEFjn4NYPAo+5gxXfS+AYaepcT0Ff0Gk6oaEZwj52hBcWSq9F9cFaBmXdXC+rd6QVuVRbz4/PaKEazp/ouAVZQ4XeNTda68lgFF5Wax/VFJJEC5o9cR3cxq/opniVkPX1tZZnyns1Dur/dR3IQAaH1XdJsD5+ssllXcChe+oekXR9SiqE38SByemmTrqGxqto7k8Jvj2ImOXX1I6G/RNQY+wPQvfozpBaiGq4c2aJ1hpAIjzTCwdkKJ/izlQ6dOZ3qoWcx7fSS+IIbwh1MuNp/Ej99x7dyYAp+v3lLO/cQvQLIr0ZE4u/95kmhv55b5Ia5EiQbFKhpfnpPgB1gEHPDxH3VumiIlIzBy61dKb1nRZfhM/0ABcRsXBknmmtUhOO/3wRhWP+yMr4zIvUCcNby5jdh4HtRxGlBtDl/zxgRFResCQIBWhdbK6DqwXp7Y+bHvzhMuAknkRPR6aeWQTKFVdRXgCHXbeyMizhrN94vuEsXg2nG9bteC1dlADitgP/IkWONED/AvVYb3eRII6uNh8/7kBAAToQdg3de9V48tjrIJO5syqnqjVdSPxfIZF7gNlHgnQQFhc6JgBLxiHr5HTNDGDm4J4psdNgFU1nQCGmuNAW6Hb86Guv0XuE14AGDS9X2NGZNqzpkecNPfYRaG3ypZcPTWDSVbFs6x8pikKc6+qe5p131fp1EA5FUvN9u+G50OqLGfOlSj791hpDQj+7iHPoMxjFzJcpuDQgSg207rpASLGXIxW2BNWGxFPGS4rFnAQh0kzQSpb9ynuveQHNy08dIaFhamigFYOUj8UqhPH8QDisMojC7ZuwBHRhAUyN2Rp+DCmf1L/qNSzfo9+pId1JrMuQEYmm4bRMfnmqWqA39b7BgwBEWO/3bD1jn674f7pM15eXnD/579AxwDE8pb2m1WJy5jQeGAQ4sOutTlvULYwwvF4oO+bo9CFgIEiMLj0M3S38Kgp7yIgnBjWPFKctPl1DrRlSojgE7QEz6I+yDEs3HHMU54eA50aqHdn0jHf9L4OGd8FA4s1iXmP9TnNX2x4y6cW3mI2VFqJxqGgFApOE6rQISCyKgsUJwcqgExM97CzRPAAN0+mrnZwn8U/LjpfHZZ55OMUHRKyOO4I3hU9s+/DnitPdH6r+VPLfUvOqtsgX9O+GTw6dbR8EB0vXwBlYoBAcRWn0gcIRdaqr4XyZ1uU1zPycRrDPb0mX+xa1FoEr9oReZLESCGVgNW7RTQEqCcKZAc6qkI6gZPb9nrxSui1tIa3nCoV4XMHfEro7YfVKKstPksFf/Xxeupq0xTGr64u5pdBoMvriD1HUDBdJrLE+AgFRgyTCCbhLnhL1Ns4w7UVaspDbB7N/649pcufi4nXTReglLjWZcqZXSsQWFWGgaHmVYFGruSpVX4im5PoAPsYrqfoaUTSojy60JnivJwXu/HNkiYm6WuY79TiJXFZ85gFury3rqMp4QTLgUTOS50mwqt0ejysX1fzMgWwEAmHA8ZrvWMcVmXBdiVD5lwa9O+sncNXNJPTAVg0RydKK+ON+wot1kXBeX9NkQxNIg6X0AJNuPtzBR3OoSQLzDKeb5UJubgYpbAO+XlSAN6M/jSiGPNJSAXbwPIGqURlIKMlX9xv+zox9v8HmBL3RrnbUNQqGFV1McKlv4S3eyQ7Wag75EzV62ASYoqAqBX34/quNQNX1rJeFYDguiznAUuRiblaOPl5k2v0UxedlbfH9s7+V873HnCU34Q+lMrQAo/NcGWfIge4SFZ4iK6yxSKC1kJBcigm9kZZL/GwxOYgQigo9bAhHMHeePeclJRrv8tl5b6co/eeF7wrxpz3r+enzMN677t9+w1aJFiO35kBHgtQiYPUuo1DLkQ4Thy4ErkXhACoRnLo+LlO6+9ItAz4vPhZSY1glikr8bIbGRJ7iJDJYQlWvr155a0xhgEQTl/3+8h3MeNtHghTkRIcSo8Pr46pqp7nDy6vipLrvJhZLT9Nx/Ki8cmsXicRwtQ3N3an6SBjaIIqAZARFMcxzFbqgDbTCcTD2hSm73Uq2ztpbLGVsMUIPs+6VCtS96qitUZbPUgnp4lIT1Lnzf/H0S8xEIXSe0vdu2iB+IBkriSbm6jKtzQuVUsCHZ478ZmqzZ+IeVb1zSqd6RTMacCURxthTkFDVHQDukZyd4LlpTHv9On5pUL2xDyOoRhjYtuKY0Lq27FINq6+EY6HYhwOqG3rWeFlB4WBfwHS+nvCE6+CRyfdbbHfpNX4vK5Dnad8Hxw88uvCPlaYx9FEqZL3O2vHMQsoQlYlD+Et1OyAeEyIKvZ9N/AIgOow6UacoBJUMKYdkLXe0LiYl06WK0oDBjJJhOWHnLWE2XIAY1hhAPLDK/MeVIzjgfvrJ2N7DNN1CWASB2xsdU3PXxssPIXCIF9e0Lo6eLJJrsoC5XPsG173RS6fMPC1ARzPD6ZBiwheH0mc6knlb999h9vTDe2fOz79+AnH44FPf/4ztm3D7cMN/ekJ/LSDWl9gDAFAy6oJxATeN4AUcwjGOECfPoFbNw+e7Id6/93dDjjPQ3opaw49x8JsuumphNcs1wsIYnylca5R2sdFPo/7PSvzEuwAntzjjBpbMrFQntK2iXWJOdDS9fo9yuaOyWJEcm6bwua8fq71m+qXNRcqi2ZTH3Gbtm1WL9OqSdoYZShkPkxetgbVBhXBUHVPuZ753eJAftnxMbS3uYfS5mQA8g5AVC48mwU24eH1F7pUhL5xRNaQ8158XftFYWvhUXPu4AIZAmmWYvSHElkVwOCyYdzGKbYJdSRxBlMRnVainmHxr+zx+FMwoZ5/IbyNOJ9NwKmixBs2TpToXpymv6kWV/oPEWQS7EhSGotztQCIQOTSrL69XGbMmFHjnYLRWbJc9kRjyH/hch00pxqnAbo+SE16KSCKWi2IEKElGZfKVv0g4t3btFPGKXa6xOqn1Qglw74ntDSI0zD2U7b0UMjkXrE2MQ1n4jfVR7L6nvE6A4Rkeu6L5vHzVofcFCqIhX6JpkDKuUQoCDZx/DOBnbklM3dX0MjyJlvGFBDA5BefV+jravBT0IjMeJh/zteH+CZndCIDxZypUVq9KwlajScXihOBBibFiPeo72d3hyVDCd8yH70odPm6q4D9bZu5t0/Q1nM/Rp4XhS4vXHiooe9ndmuNW8t8bcdh1/UtCNvu9AfkMwlkyT8RJB/JIRcPAnTRTUUxKrtw+qK4y4mQCWV/Wk6s6Sd1pzxG0T1f2vVxVWf9t8La1knEUqdFBI/HA701PN1u2d0KVvTWoKSIiliRgNxCyN7bDIu2Fj/2G9wj68xzwysi5qJo7rkU5BRP+ftiJ+ENGHLI92+Zi+qZmYdzzAlK5frk/q3jeUdwAydgsH77Hpihl19SHat6WQ51PY0AA+zqMyNWiM1Lw0IuV2xPGPpLIaTyqwuTk3KHtedhM6f4/1L3L7+2JtueGPQbEfHNudbOPOfcewGXsRsUIDpIvGRLIFu4YRWIBg3+RUSzGtCjBW4hOpbcQpZp2CooVBTle8+9JzP3WnN+EWPQGM/vm3Pt3Jm36uY+cc7Otdac3yMeI8bjF+ORnz0FewLoUbqX8wDPc1H242ESxJ8Vqo/K93bm25L8twrWb6RNy7/jdTXGAMYVIAOBOlk6C1YD9OAxX8AX97Jx8OhA0W6z2MV3y6PqeoJvNQc6GAA3P4QlvL9pSANRCXlYDrhoiBCRgjybVWzTvIgdvS98/rzjbsCR5zJVneu4X4igKs60PdLdriOAGXwvOR9d/yJGHz2UdWqCbSNcqJlSLljCWJOx74LbXd+9oHO574laEBF60+ppGroHC7nT8AhPH6GHKwqs1GiPy4vZEuu4bxkGDPZcjwZdV3dYXj7xdmMTA20KcOjXmrgFmj0j2bIaXB62Z7afH3pXdnQZhNEEy9a8EWIOla8aPU3gfdf8V5dLPmsu7ePYrKIUERYtsEwsBl6vamPJfWKSTpLPKQvA+8L1RRNcyX1iGV92nlF1MmbNX6Xvl9BDo7JS12pcyq8U/pkRmlFUXUCLsjTkgSYDMpMWBelM5cnMHV8Qxx1sn8a8Fvr1VImxR+t3hX1VFXgDcMe36Xk094m5L7Suyas1mbXmuxqtWySCGfUA1q6AhIeLeX7U1hrWfY9nqP50j0NKsUPoMQaod+PnOmFs6UwU1NGFkv0etqICQxohwrwwd83p8/u/+A4iy3J7qvfSWsCchLFtGpbTNJ2GNlu0IlOrpwtONlymMXDPy2a2nLtQFsbqsofEKroJKNxN/XsOo58sf4/MBd4XsN/R5wK2ju/+6i/w3V/9Jd5//AFvP/6AxROff1ro758xtoHtckHfLgoSXTbg9RPIE4ANAgmjN0IfDfvtjvvtDZfrq1Y+BB2Jl5CGJICsIGbjgaPUxXtLgIRhS7WzacwXjCa7rfsnnSKLFBHOhM9YOt+32x1jDJUtl6uOa1hyuRuUKY5WZL+PAzn/scSCjA6Rw+Vuj2J0tLiGgaVAFxc7AcygVapXVLXC9SNWoS1g02uVQZDtGachz1FEQHwXoGXwGHm0pZ7oi1/TntllUkk1QCw7BHb73y2PR5X2afsVnkcpeDwnQbo9pRJ68JhoGWO4RKVe7x0yHQUrp99IdFpjoilyJOVMHJVaAaxCRFbfIbLEn0imoNceFyQQPyouwRbD73lHfIKlvJu698GFcRIL/K3khrwAaEmYyGeRm59l7uxBcBfJ6Oup382qA2is+lL3Pz9+k6I1licQAZ78rD6wzj3gJ3I+/h7AkYJ4Lgb1NKL1BpJm4JX2XVrDhSfGdcN+X1iku5eIMFp6Wgw0dNGxUCMDgZYmpX1CxALY+9MbzIlfLHEfmeEBy3fkgROumCq/q+N48h7R0qNNfgLkFdI3tMhWOrHfgO16Qe+pcBOpkHR0mMzre4mgg7DugnZR5i5s3iVSvAZMM0lwCvBk4Wc+4gCthtGkUQensXK9FPqn095str+4ghOU+yT3iwt732PflpHm7V/8V/8cP/3dD/gf/s//pwAE+5SIwa+TcsgH5RoKEebcFTglvX4xA1OZ/rnyigOb6a3lnkMM4QZpxYU3QNszeIHDTyqocIRvUvpEwflv8L9yChaaNBsPbBEanCM/EIbmmWsd2+UC4YW7JaEUYbxcXyDC+OGHH3F9ucZtrTVsW3fZBz/q1b04QW2cwPqcq1/XngFL9VtX5qqVVf5OnRHnxPgeVlEV/sjVZM/yKcXh8/IuwmFageyrPGNixwtPfz88Kl4XnlX2bp4rwRwAmBP3fYJawzYyYTlK9wSM7l5Uy3Jt0bFqJhlNR4Uzs2alUO75wOfc/wSOTEZKmfSYH/eFBQKMLXJaTg+ua3Seu8lq9PueQO8gOW3Y36AtWFJfLiJZ7JwACENXw3ky3wpNC/9BbmlAAQ0x0MmxQgedPAG14f9xjuTXVV7DGtEBQPX07797Qe8Nt/vE29uOT6/A27vmvnl9HZZMu2uCThFLyKprdr109Abc92mGHllCfRur9b139baBAGwAEnVo6WtoCPmafOAd20bB8xwwGKThaKQJedCZwZ1BWJGQl0gBnf3OYdus5ToO4md4fo1QGUIcDM9L5+/tDfeSCFfs0N6rowny/OeyEbqB0HOW2L2yDSotC5DJnSm9kci9zgD1JFjQXD8WgcFmFImo8wHZIVFze8/AyyXAZagn4WJWACxFTdCJ4Xi4dGC7qrGva9cxuutMrLS6jgOQBdysytk2AOY9Enuz5RvqTcHN1iX6/Pae1c5wswpEB2W32AybTeCU2E8h2l3t9T3jZOQFkSsYC+A7jTiJSAKLxIrQu4Z8Juya87oBVgnQgKf1uMy/Xuz9A7T39xvur3ds2xZG7RgXPZBxkCFC2qbRDaHRQBsKUHiUwvuc2NpmIL/bQ0DfOvp2wegdc0549WLfiGpz7dg9ETAv9P0N19cXPbgS4L7fcLvd9GCwEbaXbqH9lgoDHIelwgvMTQGCZ9I0Dq8dRky7Tb9wnuM2pKIOpAl4Tg+rCHl5Ruv2nHzHoSufvgfed1Bv6C+vwKdX/fyHH4C3HSDBy8srXr7/Xp9x2/H57Qe8v7/jp58+K3/aBsb1gm37I66f/tt6/27C4foCrIbtL/6A7afPuP/pbyG80LeLFgTo3fCf3RBUT+P/AvQdkeSt6jlu5G8D4A7c37RCgw99e0EmtCOsOXH/4UfLp+gy31OjdEvT0fCHv/q3HPHQfwuIEBfAXDbrhv6gVcPp/Fn9XPxkBcrAqWk1c1HbUpghawE3JNAd7sFk3qUNTbQACcgPL1vkGO+e1FQEc071AGsNo+Z7NkHtetqz0Ul895Fi+POtYjb5We69OOwzeX3W3T9qv7zamiuY8LVIsKMimo5qqcLND+te4+9cY3VDScOmLNQMovGIdo9WCqHDcwBYUmQ1BlrLcIHWVJFhSwic3VCvIS915x2s3lPu8RTgkSiTAozxMEGQUiaFMYGsEPNx3L46/kNXLKv8mGZV3h9MTXKseTKjCAWTum6vZQnHhLWCWTUIQDgE1NculXeFvdUIo3cMANfesc+J/b7hTnfs+8ScEzLFlNsJUMPWi3vf3MFmbPWeIR/eWk/PrcrAA5ANQ808OGxONY9RsjQFDTX/0n3fwSIYw0pzej4WQJkjL8xdDZ5NGJfrqybVg2reCm7qhpdtoI/xYPR8qbG5IPq0nttHvE8/57IfDksTKHWABYUuggkVIzGNNdtn7lELU+x7Q/NTPQOMQFA3UXJfPWTOAgPdqGuo2uJ0dY5s/99wk7KGZMoGyw5Iw7BStMonVqLvMX/GU8DhcaPPSVdPgNLT42lLDz/11EG8B8DBKG9yVGQC5CKHj1RIeQWcn6uMIG68I4UCBfM299V9x5wT3SwWDdGy3y1hpdhxqx8UCAT77a5GYmvBr8nAmUdSLyFcXy0Ey/4vraoz+Rmp4VScrAQzBDR/cJySbuu+347rYipTAKZa5rTSAZ4NVu8XPSypvLwC3jVh6M82tkOC2vfeom9iCvnlspVxHXoTsqAeeLTWMAEtn+2nY77GAVDC+EKMuIyx6H2HtwHuIk0HBdvpvQLaTx5weIdeu+bCIqRre+uQxeB1hwPnsRgSD/4mGkNBHikGN1Eehnqlp8h1BMuDZIbvsnCzsSnw4pXMXKQvUTuAWXX43pzfp3E7gYPupsbfAIHVEBkdIsB9u6tc3RnbAC5bx9g205dES2LfdwuLUsHSG+GypZznVQx404v2ZQfK0Apjoym/u/SBTi0Ovnw7uOzbLgM8Cfe1a9jULiDsmUvDWt8IL0Tpnd4aeDFud+C+IwASwORhA64XB6jUS8ftXrcXxgY09xLbBvra1YvG+ufV1ObKvDcgqB62lla/A3AZNu/2/fUFwauqszgDEGO/n0baTX5d4FBkYAcbKLeVxM5iHlPG2paoPZnpAxw4I/QuuF6SJvcdeH8H1qb7lHlX2WjrLMx4uZY+sIa19U4AZiQzv1hlO03bormmfAyAOiksVs+nWn1bQT4dJwFomyZTn2tZ4mQJgKa2xbYHfLPZuxx4I1J68zo3F+je2Tad9/cbcBfgSsCLVW9nJBjkZFZzXxHBvNeQwLC93p3MpPz+LTaeAp4CGaYPtnYwfoPv2vWaR2yETbTmxO39Hfc58f2lW5htw9/88Y/4u7/9O4yx4bvffY9P331CHxsul0s4E7B5dnjF3gyfIXRWbze2/DH7fsfcFXjqTT31399+sl4pI6SuHlNYmnh7n4TW76D+Bun/TSgA5MaX6lG+MmtN03v02b52RGzhSB1Zia3qvM5oywoLktFLQygRBD3UIFLE1MX+vgN/MhdHXu5qZX+zvvp1w+v3/w28rgXcd8zbDW/vb/jTn/4Ot9s7Oj7j9fUFL9cNl8vQHEmvF/z4X/2XuL6+YIyuYM7tR/TRMK4vwHcX3QC4AevNmBgDuJpgKcTvG4ChG2WfCniNq/b/dsd8v+U6raXDM6+0MYbp2puG0PUOGpuO83mhMuQLkRup9ids4zL3flKCcu35dytsZUoKQkC1poWETCfb5z0fSy36DcsB23oH31aa9WtBlu9+lU2LGfe76tfbNlCrrThmod2Q0OmBYn/4f0+24de0ox2RjiH+/Iz0UplLru995Xt+leX3sDZm9DfQcbF+7jnFynAj+OAmae73YkcGUhc73m++O4FiG7hglR0yVrE0Kka3asnwU34Rzbbe4H3QG3zy2RCiMMhiDHR4gZZBf/JuZBJjf5d7MDnS70ZMfeIDLkleepmCsNg8WtSgEfN8MIVMWE+chAHp4a3C0LFufYAuL3ifGq5CTculgqwaC2kC7TE69k1LY841FcQ1jTdilk2p0OR2d/Q+sG0bBIK1T6vctbBdtshRNC1Z2sUUWF0XmytwqdRNORsCuI9dBf18vnRzCFrrahhT3p9E97yJzaHfowbVc0s9vOfMOAsQQXXSWO8Hw9RP883wi9N/IOj5S01Jmw5D0s8bmGcktQbEQgtzrrq5DoPNhbFrPyjm6ck43eXU9yLhGDbzjTQiT+xY+EkBt8MDKAbi9wF11zlTVaWDki7xaJyfPbqOnyPBUGEIWhjo+TJdS6W75KPKbpRHMQRkeTj0FG9F94kKOEOaN0BDeile4OP2B+v4TEFcqiDOORMwgaiwbwCk5EEjnZtprq+dNHxUeRDQmlcus7kKzSkm9ucX8dASQLLiuRAHo0iArmGZmYb/3Kr29rwFa3jaCoxEhMmM7mAQ8PSdPna2HCPNXlCllwCRK+v5ayvHQ8gpl7cHGnYA2X/6709GKsY8PYmpF1hxgLD4Az3rzqEdAdPKl5P3BBs9XJmys+4bx98bNdPtxYxkT/SuNK2FX8gM+I4h0LAaA8Fi4n7jVlkzQ//wbjWkVw5gy2Y3EenhtU8DGbu43xFeSL4eFp2hxm6pDNWaJ1pWG8aBBYuYUM+Y1jBZD1rI5nXbOrYxIJcd+52xFuNyaZb3bpaQcKNPUoMrxkx6gNfN5pLSnzHUK8eN+t5I80uSymoSTQCt4S8E6hQ5MV5eN9zuC/fbBKZgrd0SJmcYAJHm3nF+PLaBfWbGGfc22m2LzAX0KRgbIFYVjn3uOjAaBVgka0VxJaVRYNvUu3OuiTUtXYaPWRKsWAvYRsPlqjv+chlamnzafIqCElzEgnoXi+lS+sxO0LxMtu4OEs5pnllcbCujm2HX3G4c4W7bpvM2Wg9QqZGu12Wz/EkGMMUhLuccDqvQxbAqa3ft3+VitlVTm9Lpe7OcTH0oH397Y+wGcHkOW2dZTveuBwMw4IjtMCv3VFM1Ea2l15jvDbe/RRBzSAC+95xIDOxuH4qGl4Unmu1Pj9jRZNrNQtrLnoWFpiJtYP/9K44EfvP2v/8//VP87/5X/xv8D/47/1iTZtMCXRqIBWE6SYatAq4H6uiYBftkvH++409/8w7IDdvoeHl9xV/85R+wmDF6w3XbcLleQ69l2xSTNRVJaw1bH2jDCvbQ78A//Qn7+zvmVI/CTpbDrAn4zliYBlragohg7ztYJkCwXEwD/TIgB3DHUoE4aAAA0iBCBhQl7ZGHEPim4hbyTS88bTZ/3v1+/N6bo9LxEj88Fy0hb3YQ9QYaTRn3ri57JIZAjxeM9gnfXX6P1+/VS/yP/79/ibX/CT/eVENqrWG7XEDC+Omnz5qvtFHYW9SAcdGqddeXFw3zG8Oy9xsAw2WMh80E4Pe/wx//5b/E29/9ndqGpFV5tVpnQxtada9dXjRf2RigoXmXyCunnQ2X+J2Qu8eFHSE8oeKA0PWdcu8ZnKjrdPhMEn33+4lCmNJi9adnK7okDGCiOdbgepi5p4ofqnuMrB0Gzd09+bNf7gTTXYexKX1mP9R7zjbkL2lk+yH06JqWx/qT7/o6zvUrPI9SFY+Oee+olOI8uD5Z2EGoHGoIdQNo4Aljqz0lOWF6elkWX58YwJBv9MMCwd9n15++hxsebtoYAblhvYB4/sFjx41Ed20sBosbZ25cPdNeT9gX0s/jMJv562JsVoGCCcoEu4D3BV6a7bC1DVvTMKYdgnnzOH/PkaNE00isWiGDVxoRrohv1w3CL7qvFmO/7dguGnvaGtAtuVhscSLdGO3opaUEPuGJxlpvGJaDhpkVXSdCbz3oBXBDnUqfEQQXLL0GlvvaAhGTTZ7EzujH0dUOoFZdyCmmeM7BNlKM7bjup/WJMDHbfAJLinzeHB/ayqoIOa92oaxxxebxY7lzHIQQe+/iVTwgDOiUprmNOOc0Xk5ISnWDjSTjW4OPSBrSVHgz5XidiFWOfDi437A9AXLKsviscOEvfpGP3wEK20Z6Ih3u9Ab6SfHUe9jqAlRaCFQfAAm4BYRkz4vLsFjQwRryRMgTCdtjkGUhOYJIA1P4F+Wf2RtxWSvlb4k9sszD7H6/Y62F1jRvAPPK3GNBkyrINaeO5jzzggRse5tFLJ+Eg2elIz/TJCbUjFoyryIb2BFINzp+kErH5jw5OT5iT8SE2ce+Bz38xhXoAB9RPoPf92zTe1ByKuHPnJP1gCQ6dHxWVYCOIwq6ldO1PpQAosvz/PPquXh2a9Z9/nwu66eCo8ITIz7IONtN1ikmBwABz6PgoX164LJyrvyfg0xwceAPy7d6jkUi0txbXxjDP3SLbW9/uwoXXkMW0uMeL72ARsFGCJjuPUP5fWtmlBMgZugyFaCoA2M43SoyEjlkAchSI36/7yDzQFFlX5Xi+/0OL5UtINzve+QRIs/JGHvIeCkVLwJfe+gYhoV5udLslR7R9QCrQw/oxL4UFvAiNaRif0Lz2Ihg9Jb7tO5Hezcv9TTtBuhcLgpYtZae4u75AwHEwKNMGC5hK87JMQYmoEXeRUngDy7Lc+29aJny/GKI+v4kYJDK8DZ68MzGe8jgGmpHXEApNvDC3uHsw+W821zM6SFD/hkpP1/LPA4HMDbC2Mz7ZEhW2bR11HLQiDUGNAG56whOmyDz6HLdhACy0GYWwWbg1CpheMROr1ZZ0BbTPZ/9cMLDCKvN3qxync//Abkp15Go19vN5qSXfURQUG3bFNgLT00GJulemSs9o6YgknAD6UVYPY9ir+PbbP/qj3+Dfd9Nb09PViYJ/uQyQiseWo4wc6EjEEYbuFwuEBFc+8DoDZfXF/TRse/TkuzrYaWGuyooE7r5aBhdPcDJXPnI5YTpHBBE4mwiBi/Gtg30rt4da009TMOCH6SNreNCQKupIFyngzOfPIgBUjYqvasnOlksMB30hCKXA0Aqq+zJwqPcpDFuq1KJNdPVrpELU6Dag4d3UQoCEpMTLTz///CP/lvgOSH2jy31wPUPf4Xr/Q62YjeAAhr32xvu73fstx3vn2/qfW/zP9pLVhsH4Pl8XHdgFtzWRBPg+9fv1LlgdLQxQGOzJNlms7jt4nahz1HNz3s4KD/rOm6YsAk45FniM92oACKPLfW+Q2xrXUcTjuEtPicwVSd0b1Li5OGtXQFZ8Kq1y8L9GqkH7O65uygPssUEiqYcySI5D8tePkj9/cmwvtgohga43qCcijkL22Qi7TLnP9N+heeRboQC54QSTiG0yxVFkJ0eURTYZidPMGZtyDZnnoWqeeVzTRrEyVO5zhfITn4jZODwqKJAI42S1lpkQT8vbPT5gB6XoYnnSyrz4goSMjEvUBJzw9wtQWHcERCJF33zuTZIC5aES0tb+umv5tKZmDd3R/NR6lo0IvNKMOL3fQYXDh1jG1hzaNldXhjSg7lq2UFClwbuHc2E66Jj4jyfSx/qGENDyVgw2wI3DqBJT7UQ83BYRN80hXiUlh53kI+vEmGshV3TXLOhfP75KWUl86czEtdWYq1jks3AMVprenJTeVLcwxKbtAI3PmcB6CGvS55L8V5hUSAxFCM1mojpi4DOwfgqmyX2xQPnsr+FoKVT0/OIgIOr5bfUfBiJrhcDQTwcr+Q9Ah2WvC6ajjmBJbgSgTND9w8dDGKQtAP9Bj8xRTwUEuergkwgKYh9fxDeAMgAB4EBSNBTs/BEg48hrZqKx0Y3pPAhO4HWxMqEPjY7jVRamXNCBOrV1QAvFlC9kWDJ2UVg4CvhSGu5Or5zQpkrS+FzfBaYZDzVQYXqI3MwHuNNYipu8YqpouKJNNbEvJT3Vf7vK+UboMiQY8sBaIVI/zTXR9fSZRRSpqFs+gCAkDm1fPHqmE/tyEuPY/D5ljJ32i/yr4GjhD8OC0Xen9zEBer54aJZldAGMXMqQjhOqKuu53nPycfjOylbMa0OIBXe/Fu2akwWFSYLpEnqsQzTXaEX+MFCeq8ejd1GelA8ehquVi0bjrVW0KGXCApAZcguS43jfWooOXRuG2mowTb0c61Udsft/Y59LmyDAmCt9Ozr0twlpCfjFRsbL7HDHApSD8/m3tUjh1cotMSaE1H3nOoVq1rswOG9ZOFqywxdL+s+BnC9tCJT03OPgMgRpHJNz7gW0sZZSzCGnq67dxNEjrmUbIJ9y5vznPH1vHYb07w3st9bqXILACS7Tp2pLUHOJse8X4bX63qPAgwW0Ah43A6eLHyx0RA1jJEFYLqlFljs4afJn4TlsIWr/efsu3nVtbIn11zuaJ0eUVUeMdC4ODpAAUAHk3xMKhvtOjH7273rYlazf/6viXni3W1PSjgb6HOa6v8kbAl9bQ4l59JD5GYuxcPeBoWYj+u+1daHRhQ0L7vHkgnHLd8RebJllw6iICK1josdDr+8vuBlaFiZkObW6pZ/bxvDPCOXgU+6+G10XLYN27jovhUxb6QFnhry7VELIUNYPWe82oDuQyVAASxJt2h5dGkQbvbOItFEn0eQtIlAAKpnmX0mZpcFr7NDoWf6ojNqCsZUPHiALP8np9MBu8R5EmwzcHl29P3hF7y8fgr3Os35tLDWwuV3fwDE3FGtuNS837C9bXi/3cBTk8/NuUBLwTLpFFEsMD7pBYbisHFOvP7hD3j99Cnt097CvnIZT9JjzsLA8Dlywf3QysT6JAfCj3zesyannzHv9ZaiwBcbKN7j627j6q0doucigkCgoXduq4UNCOPPjGkVF7rleSLDFjTnbTL1I3844it5xVFHAs483W2zs76d1yr4m/mlH+bOx/EV7e+RsCRXww33MLAdwSI1ajjGIodZqiFGZMabGkNRz8uMk/TvcWUl6cdP4zmRTUqFWey0o1kSL+8blfeHyix+Su7V3bhM5nExNBFzkXqkaLrEpmMLjdSjwGUE18ZQ9LwR9jnB+w6GYPN8IfYmss3VWseSaX22TewVKYwZUZlWquNh1eDF5z7WTWLdqPz0NUn3xjJmcoNBSxI29whwjx8r2Tl6Mg8yBXMbA6N3LOI84SDKnAW27md69o3qLrJu4Oi4bf4LPyH3kCjP0ioMRmN+tOszJB8FaMTL7ZrcssfrDVSAZ01yhV3pwOm9heGvHl3i95GfJFIowTYQfZPT50l41H1zrPn+bCDl65Ni5XvIDS2pwjWukPjp4Gt9ID9jQr95kw/Go99FOJp4CXNBs6qGIGX6DWYBFyOdmawYRfEm8UUvyoOQh44i+VJ3tmTcLhA4X2OEwPFk6kyMJqJVMhJBjMbGyMj6d9yvRZmpf8a+8HnIU13ypKQFsBjbiFff73csZlzloh6JInlKU94ui8N6CsHn+9b75LwYj3tf+d9hxezzPAHzMQB6ksJg08ccJHclxfb+E5Ao35fKm0CiAl+8+zCHlJiOLd9TYVveW71e67sO3hJlTM7Djp2kunhWZfHxvX6nKzCqHJcpd0YkxYMKVUF0BUQOfa3jCkW3vEvXxQEl0ipH0oDFYCzjk0hFGpWPIeUsUQHYOZWyJy3nTuJ5CqL7p789b1Jn93JYikPag0MP3ZHKQ2w8p7WJcQ3vYXjKBU2o3UwnCqUGELNWnW2sVefcf9F8RSxsybU1f0l4jtvcXq9aXU1PUXfc7wvTwQZLL4Ay756fUk+fycI7jdcsPfBiK2PfRupaylYZfduwEQETmKz6G7tRBB372BAJxwHtuxuHrXX0reM2b5ieVNnAisum+tS+T9VLLgNEamw5KTGLJk41gMJzTdXF6l1DO9Q4YCx7TwWPwnPGAA23ExzImvsM2Vls0uOLqOhzlOAFO+akKmXaVC1BRT/Y33f9d71m/6osWOnUim4hQ7wY6IzWN80DaaXaFSSiSARUHSbO7DXf4d7vzfRr5RpeGVtgybKNN3kkye7rYbL6eqUYq4NMsL0RUd5FvsSW8Dm0n63Mk+eB9LnLPF2iBEoIsGquEuFiz2uS4t/5oFdPZOg0LWjBqN+eE33c1IOlR2Ei9VBsIPOsa3ZAnTkTXT9V7zvfwyBg4A4i0jBO1ipu43LBtm2YdijDS5lAM6B0u1wwhtLa3Hfcbjfcbzdsa+JyvWouNmiVt/2upd37RthFvSdAAG0d6rdIWIshTNAs+BeIXMALGuIWmw2AcFYs9dA0+H76ks4gqQCYjheJsOJz32iG/nu2didiv9ZpTScWMG9ON/SplQ0LpBdTCF77/G45kwigsaG3i+WwbCY4oF4zbWKjhm0MvHxSgEnBJlbAbgn6eEk71ta7poURFnz/hyvG64uGuvmkmUuohEdRKWEJIPJCEbRf4Sr4wQH0AZ37yiZP7jmoxicd2Xm2IBiiLByYJJl3vT/Mw3yZGWvftehDeZ87GehhgXmx9x7pM/RVqX97tw88LEZQxx5Hi2Wo5c0mB2GJu+v9XvEtw3/5QN/e56rv/lz7xeDR5KVxrK0fv4h96aa2CeTDBixDt03jBkExxw6Ko3qy6MJp+IS6j3kCP02uDax1B9oFBM01RIJYGPU61CozLGwGPAHmcm2iEJ7YUyDqZjnlgYDJCD88Q+zUuDX1rlFDwdwsqRmw46ik5hwSUGywoFs43QierZ6YBCQQGhMGddzh7xKt5uIwEDsRSIIYML/gcBc8LZ9Nv/aD8vTL5t9zM6kzqebGaY0swWQChwoukSm2Fr/s5TuBg8fRM9YsrmAYo40TaHMdbZbULMxOUbpqlnOheokAdgqBcv8ZPKIj+JYrIMBc4CYYQyuaNTOoNAdU5rBx5Rl20iJJLmloFQPyofk1jUDr8NGjVhYfUSpm9X0fNUHMWb3WAUl22ncwA75bbYdUg7G8/2sz8/9DNjFDqPcOaS0VTtjQGXAPv/2ubqWyXbBtRgssoNHM3d69BBdCYWpHr5mwHKpWbtLAccGas4tIaURBitw/gBo3YqdcqZRXx3cq/0zJIIqTWu/WQVhaeK7ypAKsujAxw2zbNs2jxhqHsF3MY9B6vkzB8NP6KYy2dJ9H3hE7WVFvhQzDVKW6g0xhqIp70mZOX8iGpmELFHE+Hyl0v7KdH2d9YeMrTje6F0xKmcIp1tkzyKIAoH7Ueztx9KNHz7PdcwYCPxxxWI3Ha4sktT7a981PWFuMa9n1rQ8QLZOPrtgstD4Oa+OdWUVGM7NV4lIjY3EFlR9H6DLfv2d/FtccgO4VwcdEkrEKHzxdDPxymfsbt4nMf+KrWp30XX9lOUbaeM89T0sYvva5G/0QlcjhVOsfixqvZKE5c+qC+wFxa57MuCTXboTNctLsc4dW53mBh6c5sNQJ6EMTbC/LqUZuXBIfFsUNSy1GwVgObC2J3DkdmjNIdk1w380DmpcOgsk8Fmwn9d5wuShfuVwv4Mm436eFDFjZ+CUBSGxbesZo2J3yQeY7ri8Dl+vV5lTQ2h37PY8LPT/UfdefDpNrQtWJfU9eNpqFMDUNjSMB0CWqefm6gHU93HNGo1ncD5Ahtl95t5Lx7slnB/vu1bQvQPakKwbwbqlWRk9wZ3ECaJuFhFXb1UPFIAYU8UJ3XaurrnW/TQXJmmiBJsujlTmnjnSfece0485P5hTsXtHb5Nvvf98wd8Zeko5XtWJ04P1N81LF8wUQA+I8XLMCSxVQI07PJNiavlyBt5vzaP03kQZcKXqacy85bz60pVEqsXeX+J40AAlfbYv9Zq2Z/E69GAhLgMjCM923kQ48eu4rfgeAS1dPRXRC2zYNEd06JjPuc2JfC+MycL1cVZ8Q4Lbv5iWoRW9u9ztu9xuun17AvWEnteUWLawmmtuOgJdxMaNeeZvVnwakaVVvGHgCmLdg2jUS1jrCdvmlLfRvlkQ/nQixLNu+2sJhd+kbn+iKLQmOLMTYvk89qcjUCl4RWXU12+jVS+f9zV7peqD9Pq7oV6CD9Pq5NNxNGP3lUxkHykYo/R0NEUrXvPpBMxvVrlsAIqeY5ClIILrA4ZQQcvrbPvtSq+smwKEixRfvs3t9zWwjs1Us92lVHVQ9hpyhNithKSSY846GnuB0c+cOgTCb/auefc48msVQs9G/KeYHXdvnPnTMsAcKA4LR4MPg5HCNPy7Sq5T9Gpf/Cn3pF4NH//Q/+T/jf/k//vfxT/69/6B0TDRnhoi5MupEzN2Sr1Im3fPqTQCw88JoihbHxADm9dOiZPRcC5sBM3B4ygw7L2WuFZSk7D9dTa2+ZlLUjCJCns5MKzUYBEKiJ1H7zZSxdtyzxRR4ejJ7ar6/ws40KZ6VaPzk0J59eqTABKPtCWWV5mTJgEw9PaTFkCXl1Fasgo4lHIcqdq7ss6HSzcahGIuDLMi5No+ipn7aWiHBBaqVsszqI9r5Rg19a/BygE74jbR8LY8ea52ErGvH7N5J+pIA6cT+YjXIM4m6eQKQgkaektaBoetFEzmstbD2CWwbRu9oBiR20hOXZgCmb0UyIqnCJkNlasvTtGi+Bn7FzwimDJHBgX6TXytzqeCsvrKapJWh8INXg1SjtSp2cLo88uFD/wz4atQin4iwibePALHfsP3pb/4O/+n/5f+Of/+f/Adw/8AultiOGa0NoHvOjtTqnc5YABLNyQYghcxDMyCGgEg2DhM4tpg+536Z0rOrmp7MW4EVlWMceXb0EUfF3IWJdSxPBgO8sjufyGCnh3A9ZtZkp8wY3UZrvFoNzZ4nFKThp9y0ytVcEqcpSzhCJ3pvWkIaDdzSq0l5OdBFFdVlLuna1X94GjqcutQdbftK6t6zv92rAmL5qqz/dFjnksi7NJcarjOFqHYtxZ5rnYODjx+2g/A/KnkORjjvzDfX8etPT/LvXj/kPLQ1tK1jTS99Xk7M/Ke4t1A+XT1MloH2KSmBLDJREW9XaoSVRkYb+nlVgA/zaMDSkznIgwaO0MPfum1Iw1KQIBKQnkEiSRdA6ucieQ0EuN00X0vvSl7TvJNGA/pVE13vt5X2iCu0pEat01sjwugE6JGB8jwLXXN5SgB6vyowDM1tuObEtlkS2t5UT4pqpQ0sy8DelL8+chEGLeBiYIyGhRkYsVTH0zLg71pIY2gI3XbZsEg9dtdSb51GCMBn2zbsfD9ET6q3Q8e861w098jpCmIMo83WCLe3hbcfp+ZiGoA0wtgAMiShD8vXuG6W74YxDMxxMM7XVz2yCFvX1dwtXmzbbJ3NtvOF3kz0uK6ja588ejngJ4hCvF7yXkiBoG3o3875l6in0XR+fAG+fwGuTcEmZtUlBZp2Zd81DxQPBI9mMXuwaxqCxYKxMXrXw9zP96lJ9muoGrX0TuAFNAXjZC74QbJIeowtBi6XhtfvBm5vd/z4rjm9Wg8WHG2RAYAa64g2gP0umHte46ll3GNM+2T00ADaVI92zzevsqZ0rt/1YeMAhfefwMG93EeupwmO57C+Br7P/xyAIwBKiC/KdxmCbikoiEg9erHswE0ntJ/L3VEeYu5ropPq1xoOp7lO//TDjxDSQh9E6h20bQNtDPBauN1umrOIgMv1gk+fXkHrTQFMAliRWGi+x4HWgG1clY+5feD2BgCiidG1sldrnkcpQSKXYZXQvg5AotDFH/UtX/2y8s0JxBiAl3kE8t2RFwnhHug5LQ+tXu/E6+3yom6Jtztk7ubiuECfvkswqTVEHK0/my3LvxGyCFnm/TI3arzZGHyTUZ5E+Ib1pGqelEwarK4h8nTTJCCLvlsEuPTjWGKFfm4p6PT7c53hsUlu4NN7lFZKqJ2HeC3PM6r6Yu/mKEIdk3esOdVG6tDE7x3gtcKrr3uVPdLDUE8BEbmQKJ8NQO2s0j3XbfyQ5hzWX50T3PnmbGPXKAOREwM/TOvX6U2/OmztweXJmogEozkqEI/NjbUI+TSwBmA0Thd6ooa+DfBcuE3NfN6aYGtNk7cSYZFVRDI7rxmw0bq6bfup3Ncy8+h3WbxA6EwJrqXv/PLIt+Cfg4AGNG7ws7PDO7pWOxPPQ4Syt88IoTMBscTMdjInlhHeK80osYslGnSGpf1m8xyToaCJxDjt9BfpDaZK/AKjK1AEqMeRdAunEWCoV8Fc7n7nilnP5GA+HLgx7MZEvNp4W9KKx2WmFxcw+oY+NvOGomJ4mCHMpYIQeXIyirWqRl7Ms6+D3ePwE7VM/q1TVDZrYaoO9qRLNsp1eGCKH3offdTE4CpjdG7gn5+lRoh8+fkPwvLYPREp1dP0mwAuKV1Xu4iaHZ4g7httLud6zI1/7vNkoWq25nzIXv58HjWk9mSIG322nzP49WrkrOvvAUIAqhzLiTZjQPofD1nqo4CszhfOQCbMYDGD3McpAgVNLXfZfld38z46hNXz4P39jpeXV4zeIKPjsl0098macaLi4o7qXvDxxSBwoFlZmvC9RXz8k7kWgnsf/etuIZcID88nIlwulwDXXIkQ5B7zMTnIW1QxvTaW2H0JUJQ9WyuycJ6mhjfqPqqMEfAXHRSEr1GSKohwbssOGx7uMXfyswF3PKkS40um0BjxOj9eDt4UID5yWDuPKfI1wBKnUZEIRQKSpjVtQ634mBvF54bLv/YNJMzOs+/8m6DmxS5qWxw856GJeGmqDtuKl8h9qq5+sXC1ZYVdAJWd18sFP7y9ww/xOlnkQG+YzKqrk4aabK1jgICm1rzr0WtK6Plrv2tYyTZMnjdNTHvfcTfeOgZhjBZgwz4n7rtgsmBrti7MoCW4Xhu2ix7e8FzgmTTfCVrIiAX77Q5MAg3CdVzQh3rvkWUCXywAaz4gWYx9n+pZBZ1cT6z7NhcWK+BWc/K4o0BtTt5dACZC66mIa4JwWydS/klC6F338G5205o6iWSFFSLCxO1FyrWMlJmhr1gnlnLDJgvjYrl1HPApe8VZRmvA9ZLjIgsH8yKbAaAQoVMmnGY2L5+loCQkI0zEiGHfdz0EnhrmNy5KA2NMNd63ZmNK4MgnUvN6ZKidlDl3oG8txu3tjts9k8GvWYAZszP/8CmcI/Tw2djH6yuARtinhFeR2Pj9HftewzstJG7Xvr9ckYdsBIumUM9b9YQ50gaLgV/G3x14XbafBzSc9CgP/gwaNRD1rDRX7RDkgTygPzWSIL1MVAdfmsT6elEbgshA6oHbbcfnnz5juw58ev09eh+BlWjFwYVph9Kjd2yXDZfrBevNDpiENRUADaAxuiz0oQfaRGroU8h0D6O7mo4yQG2obWBgObzPIcdgus9XmMOuy1D5II0A+6yc9pf3qd0GRIr1IHSkEunr4VT0IMLK8YNvBGrAn34qsrCnuyVtgNx188BjcENoqHeUJR8jAEMEuN1TH/GxFoA7wSTvCuU8QMKVlhlY910jUMamIKVHLAkrw1/LmOMHdkQzxilNPZdaIcaz7SGCqIwQHljWSSr3zoVIuJ2Ky1Hfcl07gJhHoMUjCNRu7XaYokVnQH5gao4uZksqX1uqf4kWJFDb6qSHIhNph8OHOVawuM2fDjvndrYFPb+dV48TFqDxwz2/pP0q8IgqN/mgnTvCKBWpzA2SWgN16Mm1aDn20RShq0md3HiH/cjT1OM7PGTKDZhE3PSoxRO7PtmR5xEWBppMIbxgPBa0tUNBpWfjBmAeG6pMV++ENF6UWBUmcK+DYy4eVcJwjEMFZQKstcBzgudCEzrmopEavqUSXVyzaWm86bRKMH9mwZwLrRlw5BuzAEwEZbosewA9OjdarcnBHQdjfP0WLzA3S8qop1T7XOib+WQLnVa36eyIqGcPyqm12IxRKmOAChff+OS+2oUhqNDQOrGe48m9eprRYYSnsWr6H+6vaiCXvh1OO4QDPrRV1Meat9d5T/l6lFqOhm086cRX7vsw9kq/KWicjnhXkYcE6OlNEbb/Buz6f63N6SKNcUAsb5HK3XaAcuBJsQ0AXqsyZgY7jZ2M0sgjA11jFz5k39X5VmWIUtai7nWnG78W2TvjD3WdhuVlcs9Pf5bvA38fkSndqLRjgpUIvV/w/nYHaGEwLEngBb1l+JEa5mVObVSubFbgiGBA3DMyFT3dhCBysbmQPMxRXPCvTw2vNBsnOSheYj5nDtY+eXWsiS1j6FOPV+p7fBP5kCr0aIrxA1Px64KffLzV6snTYw/sf0VIqVz1MUh5zvGX9Fp6eOGBjmL+suvw5Ouw3HZipFa9TOt76kS7QlSfXwffWoMsxqohzUCEhXo52rIlf9PmJsRAAkm9/N4AuAPFRsDlqmNZFsLjn/tQerOKWE0lYnhfSHqyqfzyUu7m8T3TQ2VOxuyaS62PhkbqhbuWhiy6B8ecjN5n6E2td9BaWNMMAzawRazDxmuJDAyyfEq9u3jTTeAVFNUTSJPWtr5hrYW51JWfAFyGWv2am0kV/oZmk6oFHOZy3cE9RQS971grFWP27hloHgfnONoU3pqxnth3YrYXEE4Ddd+TraNVMo+8RmKePuFhZs9yTxbXa5WOKQxg75PbTf7KkA32Qiod8Lw8u9t99jkZ7S0W9ZoxEMXHQeQ0ZWGMrOvFDPz0+QbCXUElM2BG7xZKp5Xhcn96GDvDk3DHXIdOmKBOADJmC3vky1oIr0+CjqkPlXRaClvKPhgmnxb23bzrJNcUTcc0p6lPTce2XfygSHVcAuwgpGHfJ7YroUthzziG0XmYGsNsVfaArpMtgD+Xphsuc53m4W2L/Kpq4PfIV+qHrabXCtlhVAOvaXaX8hBems5hDD38HWNgLdYcahb25kV1+ugg2/OEATJ9QUQ5J9Ewvbyj0YDHK6pcbWg0QKNBmmQqkb7hyTnJr1ugkF/F8PbTEf3DfhogYjp8pH6IFAIS9khuar+1lc9PHU5heiS2ccnXuxc6kZ5ESANoJIJ6yLFkfViO8rK6YFakNJ6HsIOCkdU8sqeQOaKGEXYX0sMpeCgZcGX3hypQgKsvKT+nqcnf5YMvzt+hMKPHuQ47UQS+w1PPSq2eSB0lGAKeS/N9LbWHmRd6Z0i3gXwwloP65icMpR+em9UdPMJJ5MkEicvkw2cFLLX98vdlUL8KPFrC2GUhKmuZVOzULIGaAyQ1D40ESJFqLQDS5KZSEH2lo+OCxlyQKcPwMCNfRoqEVPFO4IkL9dc1NejkvI7xz1Xb8wrkIul3RDnO8OghsvxsPgKEIeN6PVMaGZIP1z1rlmcrnkMBqrDE7JJZOKFci4MfZiT7ujhNR99jqo/GgTGsOg5/t3r5NAuhOa0FIUAUjztengSbfLbz/ckXKbU438yG0otfD8SYKDtto29W0YpyHeDKgNFj9K3FGrkh6aXI7e2HtXpGMVF5Rpx+c/Hy3baBTbiQtHiexPcnDwOfEONhPp+F6IBTmEwYE/5uW38IWUJnKt/KgQedWW8sgf9t4zvu6W+v1TV75JUKUPfW4ci+fkqAfQZTgMjKRp+gtafvi3mvdH14rfPH5CAsx2cHV5F4aoyhKiprTpDlEmPx/G160qGGkS+chZ5YzICY7iOi4XKLAE9oLDBgn5C8IIBqtr4eARcqfcp9a0K38ItkI1J4PCXfsfnRXlAM+Zc0gaTxVPWzytTKQxMMyw/dINJQVg98FPt/VQDO5kK5//T3Iaef3yWnv2MMvvRf4blb5jD4X8gpCnp0OR0noH5tdMO5T+GtH6EvkmtdK0YakwkmkUnLExDy/1V2RQaKNzS4B6cqY+adaop2Hw1z8UHnzTkruoXT6zfAmyoPduDIfyeoSjrsQHazcuPLkiSFvm4G9nV47lOxhLBpZ6wFSwRta+M6PzS/jnt/CNS7406Cy6ZeBNRIvXqsw5P1msXAnBN9b1qJrSlvkMYaAWH7i5cC6/4Af68b3JW+xZURQPU+E2pMhN1RIyD4C4tEtS/NzaL90EOtHvqC53HqDbjvKw7yR7FdPAzJcE3NzQbz8GoIvueAQj0jcJ7iNoAr31L+RaLqZYf6HZCOkojZ1t5tOJsPBuBlsVsThN+BGBjavA9FthT6jy1Xok1Y8jppCsIIEKlVAtSy0DcHq1pTD6TWyoGj5+I1byKycWIxxhgR5rykGjrBJoIWt0s3QMbTJyBscMMJ0X2DIMFTiIC665V5gOdyW8RAolJVz9fcbVeCAqm+turoIjF3WEbTTROh+6ERO91wil8WoA/CZRDeb3oc6ICw72n/9+fQNFnyBKFbIaAC1JEfutvaiienF6CZF7bRmudjcZnKzNjvO1gY15crxnYxUFefvZYmbCZLvO+VBkW0wt9G5sdle9kBQVC3PIsDBKsMZjo1YYSXR/NryEHOavwjnMzp/PnPtQOg8IFGeGA6xsCNp4EBWaXAE3DcLP7zoGfgIFv17/ry4vm3AK9CjrBFWxKkv5ckk3bFRjBhdEjwVQ0DSkbnSdjieyqMx3Xp4hbjOoLrZ+axo8ZpncUyB258fK0orzqL3+e8srqcHuZRDnpSfMSpD2XvvG/6qeNeBJ0Lbk2LPcwFERXkay202dC663NUfrantBc6WAxd4pvDIdxp6GlLPqfneschX63v31/QfiV4JNiFMVA8M3yDt/SuaeYmK9Orp9VBSIxE99RJG7S/qru7gzk4bzpyBlA/VsHgRiHg333lBBHZaab1S3AcQ/lbu5DaQbrTN1eV7ZFKNOKcMAgUUSqUCm0/zojrAxSlbaU18NIk4b5BmmcH5IZpUk/BnW5EnfPpb1KjK5FN3xAa7le3jo8l+wogvIqqi54PpAJQ7h3W2E8vKN53tJop3ggX8ia8vLqM+Dpbr85haZFLyAG7CrQh14984/hRn4/NaOpZ8EyusQtPifdnEXV77kHRcyOKQVZ+2I03H49ZdsbA2CqEtMjtFnNmd9FpygiWC8zR8kJHtRKRT7n6QxkzjG+OLCv6Xp4BOvH8b62ZtudyQhiQluBk5GUR+13MQ873RhFER6zuuVEfAJSIJrFurPvQ1lJJQULwVAGBUGLsZc5fogvJEZwaebJprX6981EN1yQYrxHdd+IIvY8XXqlyGu/2+Gzl38tydrhyx0v7m4CR/3vkqvLMcqyt8O8KWB+Y4JfaiTHGDi182cF4Onz+RFCLBOUfnv8gL+R4wEj5jmdAxRPoMO6V099FNwDiifQ8R3gBYmpnw1tHEDEV9XQq9q/L3QDS8vPgQcaXXC49ju7QneQnouBlAleSF1lXj+ut46NGaNKyf4GcFPWtJh2p956WLeb0G2vObwFfYU3SeyFg2BdzangaCSzsSz9fS8ElAOCpntzBKkS/f79NgCxczT6fS3C7m5dQjynFnApUbEfCU48i89bQMB/G3Ce6ZNxV7xruCgDzPhWYsPVtTasa+YGgH0T74ZUSQIZ6ukOtQDBFElghlX1riuXIVI/13rt5N2ilJHXl9ygNPZy63xhj5DzEfJsMIDKwCdrXTsXzWKwqDdVZceaa6+jTxi5XJNci/rZ8uQ4eAQjvF6CoDzZP/lwvauCH/HoIKHULhdFS6crBHwcbK525TRemnKT9544FDrpU8EWkOCCQ+d8SLHx0YQwNeWKIpQ8owJGNqXVgbA2X6wYCsO93tCWHVC/uieX5h3wO1wL2yRoS1gkshDXVswkzPbk9R1Frx777M5uBCfM9D1BCtRc9wOmdMYbl8ytqW+yQwvsv147XTxvu+5vmRrbHeQibWx1fmb73N23sIA4RuOjIIqxl7E0/Dr2Z2SKtjt661AiCFTJR89uq5+LlcgFaw37fMWmajEDsZyIDgTzjPAiwIjhu72QqCaeXbotjNoIKEng0AezwJ13ZCGfdwm2TrzWcxbwXRQRkYe3kfSjyNN0FK3iUGrfn9Iu3OvOouoD3N/jmoSNlLHJ0jYvNzycChgqCmkjvkFuwHeeotfy+9imM1RZr5ABMrIcLpxjgSQ9AWRPfjDH2Dk3om3rEFxWQZy30KPtxVqSk/BI6iZQKzQYcmeAQcl3Mn6OdpdYA0ay/1Bq6NCyLpuHFWnBAxA5uxVLdmA0MryR/EC8hJ+U0p3SeyzqP5fN8VtLHs+mrn1LYsV/QW0/t14Wtpeb85etMCiiduleNDdCF6Zce4DJbTIHwez54dQoEBxtM6TAj6RjL+7XNF+TJTYIgMIZYYJW914ieLa4wQQHtY4KeggkoEFfeF2CQCzgPDwkiIow2sGgv0hLGt7QqnZAKBiJ18RURYL9FosrzkNhcjuEKS/CYcgJ8mAsVHpoUr4QZFsagThbubaGKUVRccyPU3keg4EGBJfr+EVU2hFiFhitUTo3k7yjzRulBJJ3KvD8bh/N2p+0yhvp5pYoCIBHcU8EFbyw1KnwTCcsA8wASMCngx2HoIeZS94uYgWty0OmrCpRQJAnUBgQE8bwy9jxmAYjttC5BVYElm7extAMry/E62EIA0LS2Rf+lTP0fqomdMAfvETMM0jUbSNpyAQGx6lFE0JhgP9GhoMFznjl9BUVZTiKYu7UKHGqk+3kob1By6mk8FdnpD3fjKVai7PHDlIsnV1TaJ2oWtJPz4Hyq/q17wcZtik1r6mbsiWXXWkbXLUBQBy9rvrenk5+vyb1iY2jm7s6WHPyBtQpS34tuV2ZodFgVVxRvvXiG5oY7eMcIW54hHN5b7/X9APjcQ9ef8qYjUC1lxIg+HfpMOI6zbq+T4ucyhfx9ZYqcJrLf0T2brzTeqhdnsO/C/+oAyemgAEc+zpDBZW5R/haIenEYD+69QaRj8YwQTyItljDXLA+xDvgehIeMlrxGQIRYO+CZnmzHWT/Ofn7/W7Zix0fzZWBYGe9l3kb22YR5KLEm3Ab0+wbN1yKteIr4exh4vwu2Yd429tn9DtxvCghsI68tbAB+oMFLMC1cTkRDmSDqfbQ495hXUAUR9l2To7MoGW/QPEhakUmrq7Fh3BEq6tUkQREGAwC9+0GX2S2LwZNzDxIhBI4yEAMHCGNrkZR07jcFsMSLIvi49f2XTcGM0UirolmuwyUM3lm9tBpS9iI9WFy5LhJd+X09YJdcTyJbO9Jn6DpodTFNsJ1EUdfEhyiC0MkchGIA26ZAmaoqBGIBeobl+YNaU8+2idI/TrAFDOwE9UJrOffO68PjxsZClKFoWpKeSz81VxAIaMM8sAjoo+Fy0XAliGDfTQ8nZKEOOvVPkk5vN4HI0vUFWXJ98xDr2S8iBaoce1gFtPOX+N8e1Rggl6hu6p5MHgIX62Lz7+8Zo+PluuH68o7bzEOFaf/Y9rAXm/qWm+eSE1bZmEWIvDKyJvxtBVhaS/N+qTeYATtGHG1oTqNlsoRaQ+sDkxfu9zsEmh/tcrlguyiHm3OZ56Tu423bQJb3lsjcHKFADNnpiFaZNP08AAjNg6R6tqW6gEZyNJaSiFiCr3zJ8+igUwSoW8LRXB+vSqEsgDYjYAsFAw6EKjDwqaKdACKPT92I4DgMyr74s+z9yzZSK5vB+my/lJ9G3F79LGJgcbrWJ6i815/frI9eE17Y8oSXd8PG4Bn6wwamI0MpaTOyZKgjyPTIGL+mxVydxn8QxkXfOeRP8mtT10xm4HOetC1+yEqaSHvIskqkE5fLJXE6c87wa1v1Ojp4RUnqQJH3UfejH3SmLv4wcOt/VmBmOfJI17HCXnfQs5LIV7RfnzAbCCXuOa6VCuPyTrKkluvPoBYgz0fNlVMHAvjJ6AIZ57jDeoijJ8zXNnElnj7smhTpImbgp7DXBW/c0jjHUYFniFYqY9WYHvInFUNFQ9XUcGALT/MN6Mxck3ABjTr6AOa8B6OjpZvRy2c/bKrze8WZak/TqCj54v1qDdt1A89lLqkZI52VylKBa72hrw5ploTsANIkUYvNr+a2sAS/Nr9qnKgLcmMfs3rbSHYU7iFCNS431rbwLJuGdCN1LTENH290XCC4FxFAmsAdeEovFbj08cHd9t1KovQ2ksVoo2GQWwjspA2RDKVrMYfuDYKDO+Izz7tYF+uoGmWnM7IzsxY9aSS4ctG0DKsnwPsGGy9G770YScDRjjfAzpIphowiTfiq1cRg3khe/pW0ClsR0GKKpxvaIWPEfA/l6KkkseS5TtSokNxxT4Y48FBQogAR2kNK3hQqVdeAJA8FKZglYonPBZlovulJstODl2AnUm9BHJLIP7azd48Ah0OfDOPVV3hk0+EGHMEbL/Wdq3ZSBD5i7bHwD49/fnkBTcQVQ0pTMfLf+Vyd8rIl4OuvJhxX+em2Url46nfsTZAmYq/9Pzw1Pdd8YuVw5Zea8zeVP8T6xniuaK4UzZtDASAJrLrq6R3KUyX+OJzhhSKU7yZzj1lLq48QgN5GjucZH0XRT13pSQl1Htpv3s5DkPKPoAamG5xUrglQSHCIIFi2Zxx48LCsEBOn1ruCQMLA+7t66GxDwYLLVQ1DLaHOmhvGDOSXq3ua6HN5ShwejG0BOwxwMp3EVaHYAiqTPDzJc/V5LqJMuEuWA5PQrTqsjrsQgKLxaCKY73esmaGLmj9Iy4G3rgdkzWkDpqN0BYcaCbSMGtD70BAxNxyFDiJQLE+Oq6u9FSBQrH5tCblqGynIsXLN3Z5zdaIRMBph9I41OWzObdjcud0IBQnHUO/9SsyGI2li896xDd0v1AQsO1pnrRomiPxGl21Dt2pAa2UybVcNDrlxjZa8NQu7c7o0cRkHM57PprWGcd3QxwLQNSSpqSfP9XoFUcP7+w37/R65oEjMC6s4L6x1fE8zG3LfFZzy3E5zAkMSfOvmhOIeQ2RG736HJdBm9MaB07tnkztWNBsPQQ9da0EsB9qUH5p30Z9ueH+/AQR892IV7mYsNToUSH3Dt9+a5SrypL1EhE4bWlMvw95bHMCKiFZ2PigXTjeE1jalect/08aGMbbwYHRA1w+Qu6F90mAFKuwAlkXzU4KAJhZuaQGdwhCemJNBlg2ffDOxHRQ7bbshTiulcZEbujER465NRLAsdlILi7RgxAoUpA4YG9gBkm0At89W8VpSd7OEY/3SreARI5KvhS1U0FvfyN7vw4RTAg4H2yUuKveV+x0Vrm6HkJyTsHldeXrynuCxBAX1JP/Fdf6IZmgtl2emJ6uOM6M+sp9TAa4Anb6iHQCf7H7+7YIqr/cwWh9xhqS5fn/Wz/QdriOKXaNhlS3A1DEGXl9f4RXjvWKowIrNlLEq78oQTD/o8I668wszA6yh4znV2U+fqphCHclTbTDthJxfeqpFPG+/DjyqvfO/7acbxxGidZ54IMCQ2KxPNq0UAlCQNEu4O/IWC4hUVvx5lV4ANaKPxsCXWwWDnoFjSjRORKqAO6oYIBYxuOnEZEgKbM80dOngzlhY+Q5nMuKGRe4F1xDVXVLBBEcvI2SKCJMnGmUFtDrPjQa4TWW4Lmmfzb1UfuahiUmZzSehN3X1jX5m+Ja7gqPMk59aMrtLap0fUmbBFCV8hdli6U35A9DasH5qmWDtYw2VszE4sl/GhvLWOt7YeFTmpDKhksPpNGFJEIf3aAS2Vh2YECywMLZOAf74w7sh7F2aJQc8dPE4rvqZSOS6aZbXxkGwZrTiWfrrnozM/r5XG9BeCPfbDl7K4LPSnApXEq2cMdeKd5IlK/wW29x3/Gf/1/8b/mf/8X8IbIBYzgTzd8fAQO8Day4LZWsWy9/QmoCi2o7+5xHYxcPYI+bf+c9pHevNXBMuNiBOyExhWIst/j+ssb+HPSyRO0Td9wutejejGoT/T4VZHwkOdsuk+ihMtf9FImMbFOEsIgIswWqCblUYF6sHgxDMeNVw2rE5ePXRkcTxmwePo/O15+8+Qr3ieufrqowegDI5vhcmeCu4DrjuIVnJEoBn7Ay6MNCOnvXd5GOM78n7/W/nua70qXKs92n4agJiTk+hnEv2+8wHH+bE+CkbzznQr18HnTsCRUJaITuwsCIN1BrYS/Qy5bON74mkS3/MV9Ej4lPn09FZU7iqYvgNtqICANBCxo5ZuNOE/37pedDbr+69kxWpPL+pnx9I12e5WK85ZdxG8LCmz2/A/c747jtd8/c3Axos72oNb/Kk3N3Cj/T6hW0rHixipeMv+vL7faWeXtZDxItwaPgEwZyJyiGEe8QQwaoqNQCqLL9cN2zfbZhrGhghWEsw1h29mVfDAIQZ8w5sV9MPPdSCkXLNPB898a+uD+meAcIrhoZ2rzFhsnpn+WluJ2B0DRDfLFfQKs4GrXt1PLKkzMD7+477bjmsmoYpureXt4YERGC5huZKO0tBEDroBrA+9xb2j3moNUjXRPOaCVrv9+JSYysEWWnVaK/l5IRemHmbzIOsNz1U6R33+zJ6aehxgGhGvNmPHu7nz9SKaA1Nk4FqWCQRbm879mkFoFbe0y0D/dyVZntPIIgXwE3gtr0nd5dyzuVVZF2tZdh9pM/1UEK/dy3NPQwYeLSA9ZbzJpLhav6vent9y81zDVX9tjU9+CfjsXxiqgcDVRhr6WHudWiy68Wak+x6fUXvDT/99FkTro8NL9crxtA9/PZ+Q+8dl8sF16462H2feHt/x7W9qi4rWoEWzWSh8TUCYd41HEi9GC2n1QJoDMu/qtWp7nPXZ1khHOc9QOrLVaYdbNAvNbfAz6cd8x66kspOAU3JzWQosAjg7ufUACuPWfYjIb1xniyAE/mZ2FwvODxH3xMCRxToNQaJAFcOjKjY6PTk9y9NESHLDwLIKgQnG6vqSR6qBikbVvAwvz/XCvCSQCHccI/nRnhmsePM5IUnic9H6jPJfmdeaLLANZeoMNZcmPeJPjrGd5+AOUG3O3a5Y9/1gEQPM1qkuKhz7hFAGQpuETRhy2oEhet+YotPXSyNEIGn3r8sp1WNTiQSA4UvZcJ03h8P+T5uv97zqEqWRz0yjFUA0OwrJs3MuCVLtk2HiTvuEHWu0ftYJJO0f9gnYwQG2AT4I8gQkJYI+8ftyDiO4W4HTciuy+918tWlU105m+v1aV65Au9KDKnyMQpy7NeGZ6F9GLl5vIoYTNo1zThIQuklCAJ1TWjYNy0L0S4Dm3Ss5gkwqayBe1sZY8MjAOgAnAJR5k0KWM4KMqOzoY3q5ooAssnWoFnyQpvtNBbKPSxsZZ+VDsRysbghwpHAt5lybPdSySdzEgByes/z1Qduc1cvKdo0f1wXCGkMOJMr1xTJ2yENi1XgdhAWHGQRMwa75ZnjnJfSp1bySymQIODJmNixEcLjI3uoLv9noX5uFcRNzxJ7SoTQHUGpI4CGwxy26ENWV/mWWwVDYcDMB1ee9ncrcs2ARecnqLv0+C7U76g+DxH64XzTE6xn9+Qg3I5hWA5g/RzvisvrEoYBrzHaTn9i4fgqdLp5+LBo/gMvXetCEYCdFKoBqDpOD+PVjXmlN5g3tIXRkb5vCVs1IoLb+Qfub3NCPjHx/eO6ZWjY8bMP5yT4TBw1ljmqvMK8tJrraL6ij15EdcK1qqTzAyBzDjiTtP98SSklOpJoUbLkOFPZ16IM+VfNXNF/Tv+twNHH1+TpHJv3KuAHFwivWgBY87kXsYNtbDn1XAFT2WyHQM5r5LwXXTzZAU3dz8a92OOmjKjco+5baCahI6Guf+b/Ogq4g2RTLPpddxBJEImO58r0T2Hgb/kMz3lUQQ6/rnXNs9Q7wPaQl1et1CWi3kmfP+vvnoR6DMK2NfRtYN4ngGW6lqjjiPOsJeopYH0kAV57YWtGZ2sJYGPRMKqVYcbWXKaPoa45y9xSPAxYc7EJsBREWD5GTzzeAFiFsOtFednnn6Yd4gjmbocqTdCoH97bJLernpFpCfGf3m6213U8bQAMrfbWm3khUYZFjQgxpAAyRBDV2bZtg2BCDJQSVrAJMLCiZiUQtfF6A16/e8HYhvEmAXHT6lX3I3Fp9gTRCoXhvS/oDZCuc3XdELLuXJFadYbsg3p729g21SfK4kKE8H67Y3SVnxMMlmlgphlZ9QW2ldcExDyV2hgg0/XGYFBjtCb48Uersm3rs+/AfQem74fp/VLPPFFcwarFmZOHja+bR9PBbrX90oBIfL4MHDVy1TlAAYckdfW6t79df+zHVnVEDoC160HWklLcRq/rkoWEwqA23jzogvvthiXqGbeW4H6/gwBcXl5x2dRg3ecEgXS9m4aZLc//2ga2S4csZRxiuAa5XSJkYXHQ+XcbikzuAdCDFLLQx3I4/UGr8t9FSx4oIz6v+oCYph6ASDQG2DyWWqayUK+RPLwLeS5IW9DD1QKQqp3kskEp7LD4OwejjDf0T38PlUcaCisS+iCsMAx2HBFjFzLx/DO1t9DbUgfx700foAdNrygnlekU/Ynrd/NxPr662RgPapPrCr7mUnuWObzPr3Tb3QCnZUxGo15URt3vO+77Hd9fv8Pbn97gDi59vOB1ewFPxvvbDe+3d81dPDrG0KMjJQHNTxqVZ2GFpjpF7jr1Ks1CPw9jPX6CsOPE6fY0H7+i/bqcR0QmaBL8eKalBqrnS+NEVUELoki89qjAPiqR+IgB2KRHxSuoss/hbEyHPb4smZs/MxVoJaj01jnq/l9Dvg4o1e0CIPIiHVbN54Dws4vpglxPX1zbtKRbLcGq1ZpVrtBM9l5CU0Bo3JMgnamivNyUd02PkwaLdrPFe/Tybt4aPgZ1r3RwCPAElA4dUmG+qg3LaZJSUfITazNw3YCjRGb9JxFFkgF1v21o2EDoYCwNAZOm8dzOuAmAMO77HZuZhdQRngBkRg0Tg+zolcaAYIEWmXcJ2TGfgXhyZI+VLaVYsnWECykq+wjxHK6bXZ6TBp3fIvrZGSBz1Nrf69fEvzqPDy0ZTjz/8O2vZej/QM3l5kM3c6wOMOfwn29EnS/K9aDjdwGa+FMEocS4PE/ehBS4RWnJ3DJ2sX8XoIIkv3g69RLCQeITfdU2PGG+5y3pWHOBRTB6x77vuFyvNg4VSqNpBRZ1t5WgowTmC9F7lyMOwgCMUt0vuhxAmfFbm5SjX6h5QlliShynC2eU5Tn1yunvmEI4IOfdSTo/gqq+Z+w1ANJzLPepwbgWTvzgAh/dlZ8VJOdtqKCNdlDXrpfv6s/H1P56F5fPy4GKlAd8oeVBkJTYHVNCiNQ7tlxbOR7JEeIT81qMhZSk1/q+yjFdsWfJnCTHcRMULqod+fWq5r/u9ooaTgMLZ80WIKX3uQxDq0IB0tMgpYbwSA71iCxsRlUCjBMIEEBS00OqbVPg535XQ1CBDEQ+nMtF3+2JjInUuJvvO4Q5vFb8fd5fj4AWG7OzsAqAeL9DDSA1/mHzo/mBCNulY9u6JR0lzDlxu++YhkoRFNTqHdjvJVEzKbDRu6RNY+RLjUBLwfK2beCldDWXV2yCFTuQXLDesF0GLtuLekzSjn1y5haSEzBYVGIHAxVw9fB7yy/UVfaP0QFZaNBE3e7RtRvba+04z4u1sh4rCg8Wwb4z3t4Yc+nabRfNM3TdLri93zDN87F6Fvq6j9HMM59SJLncF0Fz7y8BQAsS65b6lB/ysQF8u4XlaY5LBRorL6ZCG75X1YtNAOZIJOsKkAC4XDMPl/fzxSN8zDMrcm9JhtsBQMWca6T9WeQvRlRYm+ZtxJKAUXKmI3+R03c/o8p/e81kr3uqkaVgEM5Q0m3bMOfE2Dx3lerF1+sFo3f88OMP4LWwjYHLRZNW73d1qaM+IBDMOe35WXkPAMTytAJU0nmqZ7t7q7neJXBHXtKcWwI7oNLqykJZBdz39GGgQNBUFcaRWsR6REDRDywn6EE4F9nlnVMDJ2MuAR2XHXhHPtzWSnoTwkERkTOFVaHmYEFLgstNW671WyT75Df43wIFuaw/hdkjGDNQxiyHH4c//IQi9pyPx3VBeVSao38O+Pk/QeY6+jmXkZ9rX9ACnPeY0KgVwtVxQUMdld9QoRmjnKaC+PZ+Qx9aAVAgmGuh9Q19bAYcOb6R4+ijmz6zsO4Lc3oom4L7mvuLDD9R/iq232rTbv2MQll0vByBpCPAaVxf2/6enke5X55VXaqePz4Ap81Au/GoLH/U2Daal9cGtCKQwJM2i3loeCcRJWiTLeQmqqFxUdbNlOujsfN8Ug+C2BlVVcZ9M1M+y3sQrcxHajpIwRqPKpvekiCoooMsR2/uySRNK5OMrhWZml6je1LfQ/aSI2HbvmXk/ARvoAChmvssiyW/hCoXYnNSwbjgBWYkNAO7+ujAzPlSgMPyGBmg2Puwii/KdHkyJi0QTTjIokp3MleyZ/kKSnGLS95uZaChJUmHMFgst0j0pxWa1qurAXb8eVRQ/RPn10fPHhxa/pkGvxtLUmmqCIYM1Ys3PSGs8n0BkYhOwFH5d+pQjNBfLdCTKbJNG3T7DbfCeorR/Lifq17wsyOSNHfr+J/b4a6K0+GTh5eX/sbvmfEbkDz5bG4hWfncSLwI50fGI849IQrvo4aao0l/X6a0t0ZWJjmN9uQZ+vkxRNTpy+emzpPSZy3bfh6n9+0wJch94Itzzo+UIBJApw0gh//WuyjvdXb7oBMZ2IpMkh774CAX1DjSYfk6f0A/IsdwxqeXlB6U+Y1SxDmxT+9zAAlAzHfwEZeAKZCPa/VzrSi4Ce6Qk6b1Kp8bE1xv935U8Nx3EmV4HjUyRdv+Ru6BWnDgSAyI8R4++40bwZJIn3TpDvUqfua43YoOH1EDRxGg4FO5bkXYuBnhRZ0QZAhOI0BG2c/2OW1Ndf/J2Hfgeu2aU8TXy5VqM/Y8D1oUJXH7Y/SQMRPufm/vcBtBirgq89JKGgiN3sjqShAx7xLW/DVdEzG3psBHKxHUWpVL+7RtPa5hO2DaLgP9cjFPLvNospyNa0kAPN568zAqxvV6Uf6579jnChd/T6gdW6OoayJa9a5LJvjVNVYjN5Kfl3AzQah55foENvb7wjSFhgHsu3o/xdz6PVAdec4MU3Mdz+09wA7dQpln1C3uy0TmCbYgBjIKmu05Zk16PHc2+eFgntOGhNfPWf+tv+pBFqk7Ueh+ZV9Y/yPlZ8sCUpeRnnZe5Komvq7765kNu5zfiIWqcYai+SPOABKefO7//hwqrQEuE2A6HQVdpheomD1iEtCKpYjpf5fLht6betFZ0muiFqGV2+WCy+WqVRLLQXB6niIZ3CHNh26I1Iq9v2a5NKu6GITqTC/1GsDWKgCR09hDjj2Xh+fDGI8kCDmHwzZ5+KvadO65S+Z95EBr6y0dfURwyMxexmEdsJ82XyE06/vzRzIRn2gUZsKakwmAe5CjZaW6oyGN1N8OdnMZY4w1NYLwcIr+UX7nl9XTB78txmaAiceY+iMaSv/qvXKcr3iVa+BSPi72p/03HSnsOWe7HGbNRd+hAI942gkN6R9jqOfdVH4YNrEV1dkuG1pTb9F937Gmeizpoa7qn60TIN3ydi3MtdDdjTIaqQ7q+qfkkWdcZfSqS+Tj8+mre+WXKUy/Gjyybj/93VsovA9W1XkZbVCHPULJsEIg2ImRVwNiTRINWiDawgjOPBUaV6iuZUYaobHUjX/a8F/bqp4qUumrKNI47Bf1PsoN7wt6yK3hj6bzI1LBZujeYrI9ZuAOjQaSATRG3zYseI4K33iu8NkaOI+g9GAKV2dRxaoFgk6ZM8W0NbJ8Lb1RlM7NUytVkAB1WSYQqA9VWnqDMFk5cAnwaImWsAep1wOa9nfOif0+IbLQMHVzOoDmaw4xZdcnz7yrUDzkyLbRgfHkNekVpQzWE3HX7zK0y1cln5JAUSUOowfKfXI4EZEiwOGKTxrucmaIxqAFZd8VAfWRSZhGZiZkc55ReEp9yekBsPBPz+SfSdG/1ZYha/HJ4fsqH/PDynp99/l+FvjRWHjtORM2Jau+Kf1X5Ah+COIkKxS18n7AlHPPewFXblqh9zyZIMkwpTBiSk8CNCtKknvCOC1H0mzjReoerolqW9C7nbYd+NVJWMXc+0CByMdTpvQZWOJekYd5lGNGpWNLIOLnOHjOo/I/sn7Vb60zdipDZlR8KTTThLcpYzkp2SMnv4eTyydoY/bRLxELJQxtMIT9ASexuU69znmw5Dog5bHzn4/n9dyxo3bnpC6ln668pPw7NuOeur9KFTalpxbj1jwVhtg5yEElH1flnUVW1T4K5Nn0/oO3AfMEsole5fOJNN4P2588WbL+3Sg9lQiIwiwOsoCsopcTWpkKXyO3R/xdYiEQrUuEkZLJRhZg9B4AXvU2zNytZKCMHyDZOM3zV9+jpdZMvQjwKKp2koMmhPtdEkTpdMiV49vBQQMfI7GEHefzAFFvpN0S1HQDRdacmHPa9wOgrkq6iFWGU2DKQ5UCwINVaxXB/X7D6BcNZ2cH622OhvdPadQ9xnzca7c1sJA+Lx+vxrNovh33jpnQkKsCDnYDm3yfrSUhswUGHkLfJWKg2L5w22+Yc+mYCt2AlPb60LGpnmOyqsoCJCE5fVR5ojqigY5TQw+3rZteF+Im1vvMcTTJrOtOegMvDnDoeADtY4uUMfoO20djIGRgJN62a328bmZQ9CefJYAVDUhvI/+8SoAHOWf/fG87h3/0E/hGm6RM90mJ/HEw2Wx8ViveAW10vLQRoctrLt2zfSifmwvL7IftsuFy2QBq4eGXh0VuwMB4PUX+xRa5fnwlOIAjQPNprTLp2n2XuRK8TwSgcVL5kfqHq3TuJVIVifPBq77qkQJC2geTTRsLxm+ZLZUFEbBglbCrt4/d56cKHkp7FmSu4MVPf5WciLMIgXCOAKJSGhZk50gJ46Gij+DR6ZG+sarR4BuqCQ6eJGTrG3s/5+RRV7I+OrMH4PUKg4dwM3fOc9/k6a/5meR3rX52VKKE0o4/58LTS1wHsc/FwT+Kg4jYJ+4i7LLVwPTWtarx6D08NzXkeEfrhMENYxsY1EGtoRvWkXpcdMponJJ3h0wqScCDhmF7TNHz84Fk6lc/p0lr+3uAR/biwgPO6js/q5Dj3Yyg8VZoleJadS9GJPvtBjqEp4w/jIriEwLNnvKECXhPypz9Ag3661o80plyGTcJwJTKryc1TW8Z32ghpkMglsEkz41Nq5pXa1b68i7Yrq+gPnC/v2POu6GaG/Z5C7PGPYWod/QNGGthF4FM3Qi8GC+vLxHGxqYMNQHI/H9Z9OhH48VbGNHMDcO9h2SiUcNoVwWzMEHoaFhYspQesNCog8SyrMV6coBSzlcq6X28CrDN2YtQqR5FuanUePGS5BZcSC0EmQNnsMotB1r1dQNQE51FL1yCtWT4h9NzC7J3RTiT0grAmnxWwz+CW8DjY73/h9mo/IWOXmAoWfyVtiRySHBVkU77IWWG3iPiuW6+bfAI8L678LRN48ooMqTEm55MSjB+kEfSi4ZyOnBiCxhKrLj3mLsiIxOQQ9QD12iaDLVt7jJckiuGEH/CyL+Srz+dhQoY+LwQCGPb4qQ+vap1DxJ0DzmJuQCrhouCYhl6Fm/0+fCLHrtkrSwAC7gd4qBMb5TnykzhjRJ801fhCVsXTzKvFRuLOlNWEmllnLv6fABxd4Yduvw58oIAkD5CNsT7nd5Gnq9Pnynlzcf3H/Wgx+9cPrqxoI9sj305y0PvkytOMV4GuEVf/R6BGKiQhoevccfAzncLW2gW1qMAmR/uuMw/8PiiECX/0v6nd5oBGSYkvgT5/UO1DQkCyXGJgsSGG/wWdrOgyZeraD+oWUi9XQSR6HoxIPtxm7BoZMJcwHffWWLiDnTSHAqX3nF7X9j3FXmSRk9FmVnCqyeAHAbEwrp6Vw8BDyfcd00FsG1DQ7O2hu4xdNav3aouJVDUQTTRGiloZgl8AS360Wzve0JqX+79rjL1smmewda8f7k75pyRXNRDs5kF7z99xuunV/XWFjXk9jkjKbWIJQgfKuvXPnHfdxDuUbWybx3DQxMaYS42nUnDHTo5CEWYTQLIUBu7YesNu3nr7Lto0mzOqSJV5TK/YqNi90heaPTgUSdOa3MxeJ+R1HzfNUytd622N4YaKbw0dBk2jm5V3MYYWDxxe7+ZgU3mwaXvbU2TI/MSzKkg0tXiyNyL/MiyKfjQoSJ577YOmmxWUxXYgW9PXunrEv+ATANzEg3+3t4yp1gk1TbaqMzf4YlmhBP6jl3ir5Dys0w/Wvns29eIjq16noe/fhRZsQN7qyLVR9e1EdHKmCL4/PkNP/7wAwTA715e1YBewH057Zgx3QYWsyZSt+Txy0+vSWmm9Q7q3cIWDTzxSAik/GrG71vTkNZGpPpo8xtagn+nioWI5wCHVRY55pWsgJH10W3VehBrl+KwGZlDWRPWwj8sDOGFZZWiRQx46B00PNu+Z853UKnlZjm0Z4ogwb3R9S9JAYJCsy6TxfYDK2gSpQgPj/T9FwpZIviDcsMA6Q0U/bWdc+YBhIJiIysynN9z6AblvXHtF6biS+0MGp2+i31MjzQTepC/nxG0zHFAIRhjKLh5GATCjuwqhOFOE703vL29qw7QzcP3smFY/rfRBrIy/bE9qpNWDTRqpdpBgCfeNoa51jraqy7jP8wLe2y/Cjyac+L9/Y7rJZdgXEYYqsyMy+WCud5zgP6fQsgfrXmcLsY/nE7FCSTp/v5RO9CXG3z+8vN14R5phPqRcv8zjcjCxRabizdZhRJlcrDY90g0iK5lYM39271iiPRa0nB4wCqyESiO2UhEK5UIQbHjO3jeACIrN2oofusK9ETcaW7o6saWE+LD19CxMS6aMFA1CEA6RNU1EDUsEYBvWp2hK2P0Sm+NNBG0tO6cvU7W4aWhoAKx7oBkqII4t5MU8D+zTI2MxM0dNt+duoOJhxAQuRtz09W+PgvVqif9h5cgx5P2cQFP0aA2GIO4mZ0sYVDBlM7ITI4jEfspb+1D/O6fixyA3PpdhrIhsnzKEgitzG+lnda8NzY+tmPS+v5vt0n5r87HnNMSHDfNdUUKMPZ+XNuIU+8NHQOMibYAFq0ImBUFTekyYCJySNT1OTC9pOnqdQMghHhc7nvC+N4vHbuInubOuTTJKjQsiGEef70rfrlSWdITCjLdw5UNge/Tw96V4/x6Y8t5QShFCqTshdRmVHdj7SdxCVHuHdT1ZLufs5BWPk1eVCFPYQ5iVkL9PIBcCe+LXxRKYvCfp9Na9lf5sy5xGNvnNav3xo1HEDL2bFV0jh0v1z52j08nn6dfoh2UXhE4mHTgH6YQEjxhOrD2ZRV1Kj/0k6ujYh18SQwYcp2m8DktJNA+HA98PgjKE40OJ9+N0JB2wDfURkv93+0Vn60w9D2EqCvYBLvmcqH0SjFSINNGqz0hHXj9ZMmDDYDw6BAidQbwA24PX1NwZOB2u+HzT/ruT58I12sDuOF2u1voKgBRjxIvPd8awJZseowRIVtrcYQr8drLsnheE9vTo9m+YKwpWJh4/dTQ29CqZl31usUCXnq45MblsJQFzIxle9RDA1ReAXPm5PDyfaRz30iwzx2ff2JQ65qbBW7EkVZEQrKWfWdLAm/zT4I+WoTtzX2PwgLErPMyFbAgqF3kHqQMBfE2UoOjbx2Ll+0B7W8bun6jac4jpxeywwzqDX1Q8AvXF0YTiNZE0XNEopBDLoJuN2BvwPUKvLyQ5q6xdn254nIZGKOjtw4WLa2+7zuoEW7vurbbRSvejW3g7fN77EMn6tuN0TujF35PTYEqEcG+60JozicFjvroBhix5hwyWl8CvIzHogjBJ892VNEJi1h4aAqspQcTI8GjmwBXPLISl/DFwe1wjZnJWiUP5aI/g8ahawIu35eBdwq8Ncvnol6Ca2cQLTTLk/h3f/cn/PW/+le4XC743H5Q4Jc0uf719QoRUVkBR359fc6Lo7N8XjNx3UPcfFFQRYTRuvKS8OCpTwvQiMxwPz23ylYpK2l2ZU3z4GHsdvF5BvM9xzeEvXekYQVHWxtoo4O2oQm9vB+ehmDYCYLz4dDN/B8lCOOnmWH8SwoVY2aegxOsZTnlvaHJFTSG6qkM4E2ANmOOM57Ox227ZXviypUTj+dC3J7xgXw/uBOeW3dksOjI7oJb3/s1zdc9+MVRXzle96y5figBjDJrWNncF6g1jGHecx61Aw1/9vVaM2GlMbbw4p37xOId9/vdcBTGtm0hc+ZMmiUb88FZwfTNPOJbCcLmVUE7iqPI8Z6vtDF+FXikyFnTE3JNZ58vZ1XG2crRPVO92xOm4fGtEMkqWyYgHZ1rkagZYXD4PFQPCzdaPNTCSxRTvs5Ouwhr3g0U8X7o93ciXDyWnikTv5sh7/RHcVShXgKezPTg7oj0lFLQwE97nVGa8QgcZqbmIvJ+pyIucc95hoU090Cjhgktfd1ax1o7wIyt6cSFmzjpM97XhKyFTuqJJJSnx8FMD6khbd1JslKOfhigS+9dTyq3Z8w1nnIAC92NHPAKP2KKm56WBqOMe3G4v/atOSosyHtIRb343JcTBUflmbIaVvUs8uemxiSnzXZeRb8eFn7s7tm+hM4ISqJr+xsWP8vM6qFymjO99vF93hzAiCGfDc9gMCqVe3E3V5TaPLEqPmRC62v59G/dZAm4CZgnWusWkrECoBuAhXY6M9Q5ab2DLGQzvdZixWP9RHQN8rTKfjgADKdNZ/bP6ePB06J87s3LetbrYlltS0T8vFBUxlLlh3C/3zH8VN+B995sC7QIIVCeq8Bv89Mko3Oft9ZSkEd/TryKzc28LUGTlvxbcMhdQz7fjUAMzDX1PlJ3YDoBejBe7sIzXkkIiVMNGpdPTvEPpGtAbnwX2+QAoRze/6V2dhf2z879/cITAjhyfhjjgIQx+8VWFO4v9XOuidEt3kOF3WF4yVcZDRRzGyCRVC6SnnfnueDynPjc1kVzOnGq4KQJ3NVjgrVyJRjSRPezyOH90c/DDH69EvRvtLkeLZk/papyrsY4yONl1vcJ3O8CngkUESmPItPrq0H0+Ue1Na6vwO3dkl2b3dBbqS5lKtt9F4jcAAI+fafeSaMrcLA4wRLAKlmZsU0t+5BNzGVf/3p93TD3HYMQ4Ylc1om8iEdLr+vYM+bl+GzpHBRqlmT60hR82e8Lc6lXqM9Tj/Ct47NYgLZrWNT7+w3MyyrdOM/Wi/3+ANBgnkiGHkQeRjskVM/4ht459oQDq7ebYHRCv6QxervtuN92DV9hTZL9Yg7XrTVgdLT3PfjYWgaoy7IS6u79epwopwud72V5cDV5+OcbNHUIAb0LWtvBS/D66SUKKLiH/7ozbrcb5r5szTKUknlhvzMu103zHM0V3eg2hrUrPYh4uJjrIUdDZ1nCWJ9/wM6wCHi5NMyd8X5D2pZ+5kYKPnkSeEE6RIgUejWZ5vMinB5+ZrocdOgB4K38ba/SfgG4QME/pyXGn1F42ket8GbPUxW804vMELDf75qrFP6V2oFjdLy+vODTd59wf7uj965hbZ9e8Zd/+Rdmb22A57KDAs0AzItb0Nqw9WXwNENbFkTSK05tFjvkJwZ19ZD2Qy4QIMTFWNbK22Lv+WDo0fLczMPWU4+LaIMD/UrsjYfWuimH5nluERAMHSNENMUIQb2Nbr7PmjIDIkM4VxxyOhPXXEkK8DRs6ka43kOmInRPTwKGFDIgKx3IaR8QEoRhsQ1o4SWuDPoEBXMFjvbU09k93v/R5K+f02fEFVJlXoEa2wZ019yvlfeuPzxRjqpndtXjfP1DhzNbbkE9ZtfUgw4RthxgA3kw7O+pNoGm3PFiUo0aPn16AYgw96m8d068fX7HG71jjA3bxbzUordH+am+KpoTUA9zGtDY9pEepBAoks0rD93U3ieN/Kk55n6u/bpqayZo3GUwFDj2krmMtd6wbRt8rqvG7rW3GgCarO5bzUoyMiKkg1qzPF+M237H9XJBm6UPrYNYT9SBmyZsM4W0We6eswdWutHrBPr1ucg/o9wXg0T/dA3OTtjN+lCQlFKYl3u++PDnnAjOAUgYmDviVJ4F0hncVXkiIbTGACam7FBPJkXNFUzOxThvoAqeNALEXNIFiR9Qp+yOgz6Q8kQE8xrtKGg+JkplCurWzRHqGwqaMSDPt9TM1bzGdXoVrAqYCAQcSV4B93xy+10FQ9NaRKLPSNv+jJg4v6zCwk9sGB6+5bTkuTyerXmwkyC585rrvfua2PqmZXznUuV+dAXEhHCfO7amYSM6x+r55Z4mLJylSz+a99pBMnpuCDdlV7iWg16U8/nnACD9F//pf4b//v/kf4SX714fvgvAW8hKzT7ufzX6j4vop60kKMJLr7HC9EVcZNNk43bt8woDan4XQ6tuGgE0vM0RX2OsIgS2qmkbBGJosHjeAgHu+7RwSEnvpdYCyI93McoGMTkZlXg0zG6JnpCMrVb9MkGbRI2NCLsJxyPg6orX4ySJuAxgEClY0KRhI1KPuJwJC9utnls4up3L4UeungQrKIqzzhM5KHZYn/KEA7LihoeN7Uw+XymEdQpcAVZhwWRuG34k7mxbAEHym69pB74rybMDGKL83YGZvDwn0YPn0hMUwfsPIGcBTeP9ksq2iECmGL/2/ddKSKzTgYJKYopufQbHnLuydxzvNwEcAVHl6byMTAkkUSuHOGJJflkBpDMNTQKG0a/r8oB5/qvqhbHBkkHrZ33oQfHbe4htrAm8vwEvL8CnTwM7TSyewM56WMaZQDicds0IH11LoQPJQ6WMrzXCy3cvWG8TPDXGKUP3DHyG2yt60OheRwQFPniJVWJyPuEHSKpLjLFhs5P5H9dn7HfWhNEAXl9c4Ucm6vf1gIIHveni8Fqwiu4HmnFwwe0aggEj/lyo99M+AdkFve/YLgZCNbexOhoR1tBQBg/3Uz1Zn7tdCCN0BwYte+47R+LvtTKiZBDQhvKoZfq28nUDdpyNm9HofaWm67iQ2wY6HFyumyVsvWPOHURNPaJ8MgiRZJqIsJYmiB0mYwiE7gmxrXIyN0Yv77rfVtDUxUBNNiAHdt0YBXQzOliMAKGqvCDrk9O5lDULcAgWplf2yFy2v8rWqltsID2Rzt8BwDvSQaI+o9s9DhD/Et7/mzdjIspj05D3A8RkNEpNw5Li7/tu1dM6vvv97/B6veAvfv8HzUc6NF+pPrMBbYGhqTCoNYy+pa3RhoJA5R1Kw8vkMsO9aRZE88c1whgtEMPQx6IdE/1/aTnC/gugKKelYQeo56FS1z0M23uylOvpQZd7JxWkUqDZDywvTbeDe+YdiwXLparpG+FdHfmepBRE8U4cx6kfd0R9byrXzZLszp9pfI+x0GkcDrmCqh15jT1H5Sc9duPc6jMrs6mfhW7xRBEkOiouc3ocMcANWeJVEEnNjC6eGSauo+g6dz0teaIjHDUJ0mqDVKtNFgAJGoY/50QfHdfri/K6+47LdeJyucAL1MDer2exp/6JHaCBNNx7dFxxMU+jaf/Uk7f1hm3T755M+mEkjQiMBhH3bmWV6UUPfxnjEK34S/SmXwUe/T//2X+JMQb+o3/vf2HujHoCQ82SC5rBESWCne7wuIkFMLzxmUgAAQAASURBVMPN/iIUZUT/S353cGsTjDYRoVyiEAiSEEQkBB8cPDpNUr0vOvtVrWwq27ThG+DK4EEQU4xRFXk/qaVgoNVXSb/LEAQdiueHIHMp7eC2wNTs9F4lq7DHOGoy60Yt1oTgCf6SYbuHl/cpaUy11Ro26DToBoVXEfEM3N0Yqphik3zi55BN7U8AIJ7vQ3xuvY+SxjEEzDpO9iRndpPTBWAVnwgIB1SBnoYU/VKhgha/633xhBgDpCTXi/HlwHKMVSEVrW4gDAdqVJldELHwoSLE2oFecz84XUT8q88teb4XSmMLH883xRgFbpgBpnh7GABZOdTsRrxfnfC+bS3pbjH3eXJw3Ni+n2Jenw3Hvzai8RWIMqImVAKIQc6Vbwn3ytD7nHmdXiGAmLdQay2Twouu9REE8P6Yd8aSjL1e5VTDLPe1WI0tWF/N+4hFQIutmpArC2I6mWZt1RKmj9Ny8MbzsUrJO3NQFh7v9wMjIoBs3OClrrQxx1WyGR+MbpaZdssyXpeQ9tPm+7VYAXGSeNprH9//+OfBscy65n+KCJYUUVEbHfefpcE6voDOv8sD33noZmVu9rcDR36iuxyELyCaIPuj97k+V+XSk7lwwnc+72OCeZJ1AtaCrASDKu9x4CcPDtQDmb3vPhwHoThe99C+BXDbDc1iUqhhDItMKDlR77v+bPbdU3OBivdSoQlBelt0e4aLh2lr0mJtcr72Hfj8eeGyqXG9C2MMsiTI9mzzJiFYHp9OwPK8VpaHaulaLAD3+8R3lxdMAGsZqNAUVPIqXWu5pxLZ98f1F/NGW5KgkTcBLExA79/MmG2dI99R0N1pr3m0g6uAa3F4nvu99SDcQY7WE9QQQYI6nHbWMg8cEbXTelMe1HsWUyjbQ7vJAulG1yxqE9l3c5dQ7LsBjBpWbRqxe4bbuqARFidQBEGALxDzTOvA9UJ4eem4XPRg8PZ+s4NagUjDGKTJXE2B7b1hrqVeyQTVD0Xs0BZ5kIuG2/vdol3I6KYe6iVtixQnB+269vOgouv4HTzz8E6ro6KedQAwT15Hkhqze8s5yOSgUuXuPqPubeYZAqoc53I9yn3+2SrP+RnJ8c21ECssYD8Ea1FqJuR8a00Pc0ZTsHG/W/4y1oP9Zol+LQyKTf8evWv+LEld3O0xahoV4d50JiiiX+K/hK5A5nEE8NIvmumrEES4dmtdc3SJWVetxSEJwQAZYdU17KfmldFneoSFHrQVG6LKxKerXDm96Xr+TYBwaWs+4gh2uOenDiLuwni4V1D0LykU5wyKAMjCWhMuSYgayHJKubPE4glaBMJwBmOnBpKI9QNOcdQpYqOcgaUHcKgMWOo1xmTLoWUwAr+m/vN3ufN77Yuj6D+zAfU2eXqd6xfR3xPoJfW6cpPrVUTN+KfyvWEhn2xlIdXjVnMBNo+wMn1nLU0P0HrDoBGv3vc98v+NwRDJnLetNbzfbkq1XWmfzcNv3mcUvaLW0EIvU9A2D9BdXtJ5ZB+2XwUe/fXf/RH/7F/8cz2RHj2ziMNy3hAjsjlTGuppWh2bG02xCCZZariHuxEKJEEjVJpyxdeuEz3lF3LllQo9Pg+nK7rYUeFAOa21/4WEOyUwjVMeomO/YlOcd6L3hMo/62NZ6LQ160ZEuH+31tH6grBJSjeUKRm1BGPMNRGQF49S4mtd55U8aZ4qSs2YOhXG7pG8Asv9UqStu7rKylO2mKODQXPW8CmuWWthRbUWLyVLNjdqWPimbY3B0iy5Zlm78w4PxqvPqif4T5lC6TeMvpyGiKBzGqj8sf8HJhs8083a3BtiyfVCOBIgwWRyML4W5KUhJekyumgDzmpFeGiHMAEoDURfXagfFIfjQ9I9VgI/+aab0Q3VoYhoCJj9dDqK/8oJTLZVgxmy+o2695LQ4T1HGjt2RewScRC2CFbHbpglc7qRhzlS6Zt64zW2kDMI2oFq9Vpm1twFohWGxtDkqJoHzfgku8CDKkzkwJFkX7xjVaiLQ9xHZapA5wA0MW8YfxJwbBbg8GvVwoBXTCzfHOYo6ZTqJ7Gm3ic31g7tsJzPN0fKjYevHq8tj821M6DVADpqpG4moXSYjDo/v+5je3bwkGQeh7efp+XZWJKuXT8QpKz0E15XVE+K0+kFh96J8a2m1U/deAuaEIQM90mKAw+QeXscOa5fmsCRyz+KOY0wcBdacKXt2Mf0gPtt24KGuRh+Ero9F+IXM/B387DQnDgIVeEBbBREPiHiY+i560QVd1wa/XBIU1HPJdYU7KTXadX6BOUAZBJnv6e5jEMczqTHCzCJLZxJ7MDYjmOKAeTeJIBg21ReNUOp0kMtAdTAjU1xEVmYMxVtTRGSvCbEr7nhV1IOzxF2/iZxT42A0LHq3w7eALqveCWoFfNYPGSaQMGTGvpvDyNhNOOzmhJF9SxZONR3D92PgEiXAd13a5nnkW+vZgCSJfgm66P3yVOobAO4bIRtNIxNwwtv7+o1NbYeHsfMjDUntm1YpZ/UMWIeHcwxvbG1Dl53iAFOfmgJFvtdDvahz1210zJ/sssXzZHm1eQcZyRKm9pt7YPtiWBBhwpqZx3Pr222xvMDlOhsRwuO3kmt/FO//z+jZkzBdUuAbG5bfOd56eaauIwL1lp4f3vHPtXD4uXlmjLE+LcW3jAZ6HaYRT5k6pMe+7o5kVtfeodGVgR9kHn1uV5gP8nAHtu4YnRXsYc0iiVkLcUqMkiWHv55YZpINpxSRdOOmQ520PlR9Hr9K1BOEfWUARemAo0Qge8DynkWAdbSdXDZLTDvFdI+Ndg6efdFN/8qjE4cgFde6REF6vney6gSUMtm4U7eJP6TAsbHHvNa54NyrGEr1Gch1uGA+tb7nzU5X2e/OMN+rtJ9+KyDenPoWn7xrJp0nTftQjo7aNSTHvyKYxTWLT+MD3tEX6CADljzqLLOWzgP9JLjz5wl3t7esV02vFyvqtMzq4ervz8ihsS898xOKTQWjiI+F7+ivMjfo9qaNScmKQozCMs2+Tnf1vnkHzBhbK5nKhyRwAkQkylAlLv202E3FFTRSOPhHLqQzScwnx0r7Jve+uQbV0/A+PgISkU5aY0tisWNBhjP+Eol1q5zY/bwFYL/GvNCVEEQq17Aq4PbhLATaCLW4ZYpJhTABTgo89wHiARMisazhQ2E5hTGsWRfiqEd+RlsklSplOAnhxNue3eAXGH0WoJfq/bmQqO3FN01BEKnzkIcQDlPhKy84kqF05p76TxbGqcxKmth/SaR9MqpJwKUdKU0wTHH4QrbdE2knLAB+hxfS3cVdiakhpJe77SuoB6FcAmPCdXktB+h2aTXDZC0+BRAIkkg5Fkj8s0Zii0/ncBvq+n47Y8yVwm8nRRjSdp20eiXuUErVFWL9Pg6vfhRnp0/MwHjgqSLBM1oHph2EGZBv1DrsRmPpU7YrcpP5qtKz8/LZUMfA3N3gWh7DR6S1swAJRAbLEzZ59p/9/6DGSnPKUA3UeYNcwUsac6nOmfbXuH7IpS/xzeQX1j6Js42z+BHPCh/iJz8kohKnyQ30FmZKbThC0dQnj9pwT3E/CS/IQ8BKn0kXenzIgzLX8MuewA6uDMdh/bFJi7H9I+clty/ANQLKG+JFxzm0hh41d+UD1liSEkvVAKC71dgG66y13GW71M2uDdIvruBFFAXApgM+CWdG1ZKflQGf3ve5DPbenqDuIxcC55mCpMBy9Wsc1kAG/9Z9WUPzdFqVcXTSIpIsg64x4V7OQUoQgY4ELLKGID3m3l1WN8ibUZDHFaB+EALta8iwP22Y9/z4EgfIId972F1bEai0igddIQ4Uyxb2QEf/3vYRep91A4M299T++nefxUPafYO92ip+eap6xx7DkpN7mxr1dIDZtlc192qeiuFsu76JtE68kCxPTN9ns2OPqoXZpgvzAnczfOpNUuT0kz3NNlxBs66ndQvC3XzamlrCdpaGjJh4RD3+463zzf87vefcL/tWMwWEeKHks5PrJNMWKIJrwk2X/5drIYPGAH+AEmfHUivEyJdFfPS9lfVuXCPMI/gEFGbl425+vucBgNoK/+8pTw+fu6kJPVv+1lxJutthAb+eeVBcnknpnfWgzYxbx719iMA933H+/2G+9wBgXobXS4abTLN49n2YuvKK9TDz+Su8QJPch8FZCijJGgJWrM9bOCqdqnBT3ZCh7NFcr3B/4bvOxOkCjK50PZdavQcfEf7FgyUCOHH5r8KIN2OXP1RaY3aO5oxjgLyyIK7wRGJHnQXfQ9kuaDWBNiNfd2rHQNulBCRAlLBONg8hjynC8VakvU/8peSy3Fl+Hkob3PmzP4cFqVKU54SAJEv83lzDYdso1J+7BtKkM+resZ5c8YmlILiFiEXm7Js1J9pB90mlTH7m0L/ecjPTPUBSs+9d6w1DWQHtosC6dPSy0Bg+X9L0vUikFQeE0gaOOSgyzerfrkhqs9//vwZay1sY2C7DE1pMjbM+YZ9TrSlOQGPJ/vJgQO3AAc+kQeVX99+NXgUBmlZaAePxOJTe0XtqiJ5auqWzvDAj2rUkRkrju4lGuUE94yte1hVDWGLjth+Mzfa1gKdI6TiIcKYlmjqF+ugp+sbqOB6VbXQlotpDO/pM1OZD2yJ1IWcuaGNhs4NvBqE+IgjEgwEsXkkgYIYZ7RREWcCoYkGuAmLVjsZwLBEdAJ9lII13i9FQNk61kziew6NBgthMw05WEVoA35iRuA1MeeKUoIqAOxkAs5rHFn36XGFqdmeUQawpmpXGrJKsVlYlqK1AlwsPpvMnVDjTwFpw0bixvbjmhzsSiCSjapQUHptJhQ9udlqqeyCCN1yZaViThEbWzc1hSGqf3siePZrfF4OqtqJ1ipodPhd/+MJDR2UqotlIjurX/wZtaAZFvjuiDjmL8gc1SXyVEkPhNLD5jGpWv70/Rpr1pDahgD3OXHdNngpdrI+td4tFFdAeEzaDdgpIdwLSisc3veppxDNlSJNgkvmsqqACR36GUqF9yDkZ6rY5No+VKnUYfgDlLtReWj2LEOOXSc7pxI6cgM3DsokAgd6je+IcDyZ8GdWTu9PSZ6buoae3NcqnsYywmhN2ZNPdHdglCcSoHlIllYorBye+ZE+HvQi67crva5Lfd2hwwfEK5nc/Hh1AZO8jx+9R6CVNKEJTMXz0IhELkL23A/unWBJUfW5R8tf9wvlwQqK91puiwSOqlJ4GFoqnAGm+6jE+NovFtr/ZpqlyUnvIAsh8sTV+37UiQXqtSC7eiD5vdK0AleoVGZXtw707WjIji2BAk+4TaRglYMSymvM0UUUWCIA67j1TKbZezphXDrGywtw+zFUMLexWgM2syf26dX59Dme8BlQOye9eGDhZwLuHGsXc3JW93DaPwTwcnmoax8nwKNhuyQY5TlxPv8EvFyBPsyTwfVFZvWUsvl2MusNGJeOtS/NcSRH0Kh1TZhax9RMtxy9Y68JyMXzFOVz3CglKIjYYLl6LJLYm0eTeKGTAbUhidSjqFnY2jLPJBZdN0DBRiLNo8UsaLSwXaaFOk9ohdwF3N1AueP2DoA+671uC9vp+VoEahZtgIY5F97e9lwfIfVMNx6xlmCy0rAIApRkm5e13B7Uw7m1BLfb1BxelvfXU5542NvtpqBZHwagSnoj1VRXnrvLGwFHjS5t6tCc6j8uv08cPY7Odu6fY3t//4z7/hmXy6bV77p7Hk0ICMvcJNtouFw2/PGPf4vPP33Gy+sLfve773G9XvHT/Y7RG4ZYGJil4AgbzMQ1ieYr5cW48x3bRdD6RefZQ3aM+Oc+VTpIyoQmUCPci36I7n8Gq7eb5VlaizUsyPQbdoAldBnNUkVmFyl/9IM0QHUdJSg9lM0k3M4rAMRh6+HwsHjFRgQO8ofrUtIy11JtIvWj+qxKeTgRn+mXkW/peFiRh90NMpf1X3PNeYXVRMRLn6osDuCofCbtof/ZbWNsYhv9UPhEDsCROxOQ6zOu3x0T8qQwQ5230zUHJdPm76GLptOTp3MRU6UcFHRHi6O9lPqygqksjL5teL/dMPdd8/29aOW8Oafafj1xja9pedBvw2wNvQuobVjM+PTpE+ac+OFPP+Dt7TOICK+fXtVOYAq7eRuWcxq+Dw07sClRW3Gd9MdnrpfP26/3PCJ3F25hSJC5vGoMfBrIYrvhowlM40pdt9Lg0u97a+jXoWXwOqlCYgKiUcNl2MbdJ+YYcE8PaYhwtx5bm0BPvCU+gGzqcE+d1v8c96+AWDI2HkX4hOGW46phMZTW5uGNYdSc3i3Q/BmduqLYraH3gdUXFpvWCCgAzgqKoJMJezFDieJ0yiWhnyrBCG6tpV5InaCqpk6+QKtUOQ9ZbEnYREDUwSSn0NNmZsKyqSpMEe7SrQQ+58Ra0zxv8gm5qZZWcRNg8bSY6k1LyfMOGpsKA9HkwhrnSZG8/FHsU4ypzvOHoFElAbsr+OtaRut8MBRdKIUHGJQ2BQ1EKypLOXjkgIIwB9jXirFMpLkJlD/b/iH3jElQ0JO4H8OjjgzxMKAGpQlWr6LHexsaGBkd+e2rTppHyNyQm5SqPO599PWNmdFGZjfSPSIABqhDvf5EQGIgkCsu+sLwJvugo2GJUVdwN6rfET3wgAWtgEWWVwIiBl62oDXNQ9esIo5g9CLsJdeWWQL0Vy+0Zl0hCFaCooihfF0rPK34WOHZvgr43NdFpFyrf/ezRVX7BBhIbiAHEYqvw/FCHz/O4YmIBIfxsbkLiyk1ykJOnjmxn3pwFl2SY6jG8ymS/O1rifELF57D/OT83YnRHZQV+0VOdy6/zubX5c39dgcvxtiGGr/7OvCpAJVOLapv+X+MFtXgNB5W+nmkB/ubGX58IUVp/FaAI8DOrDcAzYxls1uEgNfvFcg4e0R42AuJKmjmfJFFWgHQgOrERUQxDHRo6WW0oODP6BlWxdAD8cXFaLZnORCxxHIgTQRgTNDcaX/z1z9iszHs5m3jxuH1oiH0676jbypBF2v42tx1rNeLgWk2nt3cNPrKEu8uz3wPemJlt+PCa0VQQrMEjdUrR0Srl3neODZdZq2FbdNxNfdKFonS7YB58UBztO5T3/W7vrBdNtx29bYgUjAtecWKPo5BuFw7LhdV3tc7B0/jZYnQrXkFPB9LbZE8177zNCitVtEj9z7TfDSqEzkfzfuJdA4dqPn8mfF+e8P33zf04XTAmDvjvi+837SI0363d7nBAd97KnOWaIlqSK6J5+mLd9v7h+nFt3vmMQIS8JlGl/tNw+36sOTvByVb54HL/Hgi7uphVjU8Pv1d/7mK5/vA77WggUMTqEeRqUmHUFSU678d7vN17f/wT/+P+Cf/0X+I/+3/+j8GkPwzD2tSYL6/3/Dy8gJA87D88MOPWGvh5eUFczImgBfWumJs6Cg3zgMwf6bze2agqaOBeyLVttY66mhNMs/mVwvLL7f0prPRn+yzesANP2gLpm2AQtXqfKNS9w2DFGR6jzQAbLrhXOi9haNIa6ThfE11sB5h5XK0X7xfPmej52cCYG/A8pyffi9DDPRo1Kzim13vgqaNo14jOHococyHX/MRgPQzdrXfL+JFQE7XR4U1G7a7Wp7f6fNTXXbdEPd1VOYIiHpyNQsr1HenTvxLuu7vdl05aMV07/DSBw4hyR+16iARICYA6h2dFJzdxsD7+zs+f/6M99s7iLSS8u9+9zu8vrzgvt9xv9+xRAH+XMrjfuGq05fl/Vqb7u/ledSt7DPXTRZ9ORqrkQlQ1F2xtQGZE/tdS4qM1tAt3ItBxRuJIJ2itOO5RchOZTq+fufVJzdMcgwZW/3IiLzgTTCvYgh9RFmp5NJXCZF6sl3DiJxwRMyQ88Bt92kGEHlvgCBWDV8z3+fW0KRDuqgmugTEy5REwZJp1TLOglJPjfw8l5nR2ZK9GmzkDNFzSq2lXj5K9FYuEA3dNlKjpqeEpsT1rkk5J+8QsczwreH2/m4VaBpkn5qzxTagKn96pEpkhglriJ0DBESExct+ah+kVW8ZiqPXA/+xeSUHdGB0e/LefFzw5GtSPyA6UICuE+tJhWsyZ1podPg8TkxMsReBec6Ind5qUsI0AEzDrNRFhIN3TGEQHyHhTsPNTzKCLhX8YD3uhUDQfkHVp9+qaRikV+4QtN6Vv+yzVI5y7pmxHR7vrNVslKZ7vwKY8JMKu1SvAz4M4zqnuXEScCNYSYbsBDrD6pymI/Y6DH19vwJ8ZsAYcL+Ydd+Zm6z3p0dYZAoomOF92SiM8dgnBFBL774QZidl/kvqsp/k5Acn/nlQ3Bxg5uibYkCqrqcOR9Hvp70owE5S7rnPTudkykMqiYfnyuGHKVpSjKijItvt1E4rKnHc2wr4V2WK+HwrEz94Lxz6kvr7F9sZOAIROlHJO1dNqTQSvngq5kCP0SOvoxbkY1AdkwFuSddyBMSkPAtl38lpToOfOThk72D3dhKJfZm6+QeM9Tdu0xP6FjxsG8D9rtXO9ruVhCc12ImAeSteFISQQwfvDd+qNr/uWcNs4BMZTzL54LjrgQ8JLPlsHlz76vYRunbkZWrECkI425fU0y9miKw1sW1Xlb2yIGtC7MChG7DjwBVEx0TLvWMk+Cnw3CY5tLL9PGeTh0HtO6M30Wq+zqMZ+P77K97fbnlfEZmt6Vq4PeV5gjwk7roRplUKnLtg8QqvssU+Hx5a7nxcOxrrZW0zG21NqEeaedn0kWsvomOJ6naMEFECm0eBpRdQGook3mUOHeCrnwHA/cYYwxNrr1jL7z+pR9U2Bt7eZu5P9yo0t6G1IqgngL9YO6j+pHOnn825wLsChuFNtAFbB27TPK8acH3xkErlTdvI0MqgaRu/50Satv6eMDv7cVTjQpTafzzPUgWPzo3KT39e/eetbMc/r6bMGz4ClcEnkAAARPD2+TMA4Hq5YHQNp9rvO0Yb2OcdMi4IejcdHJDDvAtcljDQWKNU7F0hixqhSTuEMLfCEFy2eCjcc6P3mfF85DEiXyyt8WFzsCC8joQ0HykIslhp/rDpmxqV8DBWYJ0TaqN4IwVgJYGMcnzv+koREhU4IQBdsO7LZPJAswplvHaTB/1QCQwefQMkU6ybwjdMDUGLZHeSHkuHyUUJb5N8jqPJzsze3/KZmqMkn9HtpPq8uXJh66I8Cg3Xr1wwIPWOZ+t51O2Lvv1B46UYRuul4p6kbfQRvvCskQFjQds49tPtuev1gjE63t/fcL/fcXu/obWGl5cLqAPbtoHZCxroeNTeJeN1jIodKSP8qi5G+3vkPFIvksWiFSBIT6jn0qSnevqghn8AOYdFLUYb5d+ACsID6u2T6Hd+icmflCO3nd3wic+c/p9we93DSTShl35pdp2JNZwIhWK2IB8xOH9vbr4zIzk46tivXm2M4j3mymkJtBlL4yjNtbhBkyNoNQ5Bm1qGUId23JyuyDNr7qGxqY926+oVQYBtxhVrqPkGNHmiloDsaaBZH1vTBOsKKHsy3mo4qDeRVoyaFp4DMNTDyiuajFGSfUkKKil0I8KQxsbUezFS9bRAnFHFDFIAiumR8Hy9qiA6rHd4bCCUNT1Rj1mFM1F2tiIKArgQc4HYW1OPD6N/HacpiRHO9CE5Icjiw6/OTC298zwcjiw2vW+bHWdrpQpV9hfu8hVw+m/c/tn/4z/Hv/3f+8f4/V/9ZQjgLuYliSxfv1gN39YUbFLysD2FBJl9jXRhKJKedjvpCDlrrQJH5+/WXLEGynYoT1f8nlCQStiWG+G2O1g0T4VJCGx9YDQVZlHWk9S6caECwKozqHLnezB6aKThABZw5KMR25UZ9ws1OcNyYXwS1PYw3ytEFCFSaRi74kfBs5XVSOykh0aHHyFj3A1ZB00P1/twqfTzqJOURXRDQwqwwQCRhb8WthEVR4uSeAbUpHQpDjPa0pOj8+BOpcftpuPAXWZ1c72WkwfhgzwtAI+PyXnO2W38rMjA+YiNTDQkWM7P9b9DcTvK8Xg9x5OCB/kV4SULCa/HhgahpTMq3kefk9++ETQRtq+QSWncJ4ClRvNc6tGwBHjb0/PoL2F6c0uPf15qYPth9BiAq1aNzMC2++IsoqnXj4f/HMQVUh868yYgAafRVeb23sE80QehloP3/DwiYiFcDAeCHUTVhM4WagUNg7leNlwEWHNHi/BXxHMJWYUOyHFHeJ34e0/9NoBtCWueLCQ9tt4wth5AZAfQNntnUzBnn4j8R2MgXtC3BrSs6rZ17ejcJYC43gmdGvZ9Yr/rgihor/d4NS/Pp+tJz+s6hHgp/9yDbBrIUvPjrsJ7z/rxQWT4IttnM9zcrE8FmNRKeZr7Mh0B9aCWDbSJpN8AiHIOhFNeeXUhZaHqoRV5jrqCaKNrDqdlc9HI6NwTkxdQ3XLKBuhlIiKcFEwUgQG8XFJu1Pnw+RTJvvhz6x6oGqAAuOCgxYWH0uVIjn92jZk1zMaiR7q4U8BxNK033G43XC8XXLaLVlFbFgbVirw13sCQKIrFmqg19CiPbEBbWOaZ5DkYFSAktNFBi+O5ZAxLvfjScSDyj1Y+ICkS2Gylds4fGDp31esQ8lI8v5q/2/QPnRkFCtTW1WcqgM+mDyAridt9iOThHQRG16zioOalA4v/mt9oTM/3n+oLT6hsWmyqZ5RfE9MAYc9Xp1UuF/oYoO2ijJKLZxIZVfsmOSRes/cszk2PBxLJTZCTX+Rx3WQSn7fWEZs4laF8QZejO+BZkPn1R1TwyBTrYZYajKfbHexBOEWcBUvVZZ0m3avfPf3VpkhvU9d7vqaFjWHEdsj/TImXdCuAQ6T5TH/84Sf8+MOPeL91fPr0ap6AM8EvODBICZKxVeI78Lyv516/GjwSwPLRrETb7BunORb1KArw6OlzzK0fFkJFrjCmchovPNCFHP+djWBK0Iri9ucEkQaRKcPyDClMpRZ4PsWiHDIrvD3Z4D9HQm5IxQJLAiLiG7wZ3bNY4l4jENPiqHVQn2joYfgRWZwwJPZYHxuEd3U7hgqGNTUpQ4Ao4pneOfLhuMJZjamsOEWHL6MMrq9FUSiUYbcwBR0AWvuMk2WY4dds8gSIZLLx7tggugghCPxvf36Z2wAEyERBAe303hLec2ZKT1bV+ZQnCPZ5Pl5moXPi9LvgFViYBXNfGEKHBNrXbcN9mocMaQJlIs28DxD66IpwNzt9DJDBlsBcUcvuhFdiO8dbe1iCa1+x5XwvCZXn6718YsDfYru9vWPe9zBivPILgKIJOnidCaljH7akBWEBegW+NUSN4u/joj9TJuMzqUC50avt6Uic7cBOVPk7P0xMmWLcb2/Yts1iuNU9gAXAIjOaigdTgE/6e3p2Uiot1EJ4+T4kcuX+cZzHVrT4Z2w3aDJ5AtWLkUJeKqOJ51TlherXqfiUq8IjrFhSH/LnsyUab6eDUhRKCI75RSrGkqOxMdnPE/usEwIA6E1zMnglNDENUJgN1EUCTef+u3Juz87hSCih/h8dggRvTV4mZU+c+unTSCeajHX+WFVKT6P4AP7yehqogLt/J3CQV0/EbXSHgZdn4HHP/VbNd5UXT/Oo0ZvlPgonXvseotduRmeVFH16PBdQa5q3p/eO0Rv2xXj7aaJuZa8StlA8oPx9pDTbbbt0pN7utoHnJxpNc430Rtg2BV/WXCC4tzGMn4ka5WuaLLT1cLnH+XyxRM2ja6Wv+03lko9LD+KA9VnC8/bcPI1JzaPah4XubT08GlzpThBVw43NsVlDwIbpJEPCE2zY+NdS3q8l6YEpCjz5nnfwjqCyfFkermm5kGTlfhxDDZXe1duTSPvWJNc4wBrJw/2Q4Ub6NZSNq7qC7FPQIafccQeBy8XDJFInPNAuA/ebgV/2vZeClm3h809i+aqQuZuALAgC9zZhS6Ctuo4DnmFTSubjAgzUuevPfTdvvNoxOdIngIgSqEDRPrWyHDUJbyz/7jyH3paUeUJsUSuEo/f53+7D2f17VCviz6spGJMgjet557bRUEClNavg2ouXHQCcQs49DMeZDnPIc/eSFktRwURWDQwAdcsVk17YIcvEE/G7rl/0B+sD/Fp7jxvgLjubeQ2EpAxR4350rndkzrSYK1JaVnrTa1LlyOulEpvf5/1rAMTzKdXwKtP3WMH32JRD3RQjEP/ADFxmctgTQDkAtQNtMxoBuB3kzygLTEgvIpcVTtRnYe/fPdNwH5QSebgk3geUjXxiRCFc6Ojix2e7g46Hgn5vbHY50EE9JDzYefE0p4Gfb3NOeLEud4bQdBPa99CxvqKFZ3Z5t9/vus9ow+QMgxrh0i+4XHa8327Y9x3v72UcgSOIUXQsWjzT983h51e0X+95JEacjSCGptaXpnGVp+XnLqUCbPdAQttqLdFc34QPJFqI4dkLCOW0WeTxgmf9Qf57WO/z30/2zLN3nQXfl1s1poAERkzKEsyQMGWk7FNnh1RdGc3oIHKmSDHvrXe0LqBlrpQdwMpTtUO3BdByguYvU+ZcJPv0yCMk7j+ET1ElVAotiEXLi2e4RpmP0IrqjwIUVqZj0yWloxVUqevMZjxT88puzRJ+pwnm9KAepByAzSPnzcWQ8nH0FQKQuvMv5ggNc+HNTcsukiXbFOubg3cEydKnHvx/SLIlMb0uREK4xUJmnyku9nWum+lxv7iAVD/9r2Uzv30LT6ozgqHfhpx0BWItKrSQCbJFBC1OA5I28kX52K8q916SSwJHl9kABdkzu1BUHoHRQQUPiNRrr7VN9ypPYAnEjpNZMtQ4tHakd0flxHXe6k/9vQhbKWKu7NlnrWA6/knuR/uXimX2w/WWCAEJPlP5SfwnFbf8oi5LfP+gHMdYzx3P7eUg4QOHFADmClxlx8Oc2nwJCgBH1YsSBtD1EPQSChWFMUnQcLSgWZz7flRcj7Mlh+lLGSp5nTzeb10N4Ogw/z4nqbE/Tk+5PhOJ63xyRTX8djk93/tUxxGytrzhTBu/YXOpCyhIs3X1crm/JZDTimdRb1rAYb9pPBAzNE9SknY8c5hXEkt62tTpZyqABKnXkhQQIewMOM2V59jndXbZ5M/YOsZI1bEmXBdLBs1Lr/XE0s0s7ykleoAFvCauL+p9oocRugEIaawHzYmFV3HOW/ANH5eBPZrg2/P98eHAaa2FOTWvjs45GVhFEEs0LbZeCpYQ5mSsuTQxvs2v5laS1BvrGhXjxlICgchAqm7PpYblvAh5L9Ej0AE5zoevWdWFfI4Oqh95fyofdY+fLNfcIpRfwsOv2SFlUxUSrTeb0wbNeIkEBXF0RjjQA8QKngCNPcG15UxaCtStBaDbobOHnrF6gU06OOIqPza6di8lz0scMsbmxUGtOhc+n+KAUpm/SvtB97Ccb3AuU+YcCR7Bvisprf6MWoIocuC1ecBAIKy2wjvpbHMLpNCR85RmhWh0Tyvmk4cospQ6VmfQ0nQTIEsyTJqI3g9MfPEI7QEnqJiDA8SH6ID4O97s2lZoCOExZZvIqyp7dePmeZncnnXACkAqe5LOB6Ff2CYxkFhb2mPHcRj45FEUjji1Fh7EDwqKHB6QCohI5CUG6QEjhC3Szag55sQ3hd9L+ewv6rHP7YSHJuc/CrMETsm0/XoxIAtlcUt3f64boQc47SDHl0bZh/hEtQ8+GpJAQ3Gd1j3fG7M6BjSjxa9VRwK8FO8blJ7KYbc7kqSMUSeCl5crds93NBc+fffpeY/Lfq2k9LW5jrz9es8jM2qbNDCJnpQH0OG0K7FQdFooGMjhpVUVLFIG1kCRw0hzR4RaGIzM+3A2MuBX+coe1l+KW2t6nlRk+zh9dTNZr329nB/UPebrEn1y0EGswgWQgEm2umi5Ryj+1qE4Y0869DLyIQztTmmVVj1OjQAmEHp0lMxdsrcR88fEYBLLeWTvtbXwHBNkiDmZhkcC0Drm9FBmHL7OuX4mONhDEKhMsWj+Fl/fRi3mK08VqtJEYYARkSXR9hAbOs5ddgzpdqovFl5Y0z2iCJ263mdHY5HWxzQW4QUhV6I8O7/+Jw1pF6BiuSSy6KMbwcISpxHOvqR0laiB10KHVjAUgSZkJ6+ipVJ68rLTkAMBah9ckPwCxnDw5Dq34LuOsv8yhvNbtfRQ9EZHgSOpYPipFrMnW5eDQGYvJV5uPz/W6frnZifW2/MrLcb9dsccHS/Xq57I2cleeABC+WVHL4Aq4Xq94vPbG3rX+JSJhQGE8rDMvXbbtvBASv2q+qo4uZw9PCrfdQfbwoMp91SlN7IHVl59mrInc1Klpz+uMFtkCWEXqCi8PN9yXgUpvOb03g/u8H1E8CpJdU5UoOhWZMsLU+/W78UG5vNVd1jwQVY5QU3DsdhkX3qL6fOcfx2Ak0AN6pu/pLGUPvmYDgOucjZH4r9VLzE5PCtpJN4jrqikUcK8fBRK23ZKCkr6O+rIyfzT40rvP+uTlY5/60ZIDwVqlt/lSrjdBDerMLX1FNHXDfjuuw1/80eGmBvEWgoEUcswHYHOUV+CfZ+4saWNkGOiZS8fT2RhUnVe7TMPz+qDLP+RyiwGNIxcDLC0w43X7UXzK0ZW7jzs8UezDdoNfM2H0zRvoX3u+Yl6nyAQxii5uUSBBWH31IHqNdNC88xThUXtDi56mcpWRHiuynLdWzsT2j4xrerrGIQxmoXjmbfQbt5WoyQ7BbDPhQF7zi6437UPHnZ1MKYFuo+7WNUyS+PRnCqKnmQOAa4HNTfuyFQO563N1rJZFT8Dd+p6htFu17tXmV/jicp7z8/HpZm3qvIwJgXbmrveCEDdDXqVR3MXrXTmYZcFMVnI3SewsQmDFuNCQDdwQARYvDCXVU671rXXcYyhYYsOurlDuK+9i/DghEX+qrPG0evIvbj8dw/gHq6by6nvpe3lA/ckbPb73T6/Q0NQ//ya6dIVEPFmPFsg2O87tsuG3psZr07LFIeqBPdQ1qIh1cZyueLrpc9Y4LWwSHVe9cZR+Tyn5dsqeSEbzHbxnhPFfnEZWTqfolHMyw+Fh4qEpQN7j5oPanu01jR9huVRFSKr4OYjMB3YGCtBdTPmnE/EGwFPHeDhQo9AkBw+U5DrJAwrkkpkAEsJhfc9i5LXSMyzjNkAsHKxMxFnQAdp+qSZLRnOAIR0ZzyMBdmRQ3simzMkI/sgsFKJ/myVIdG3UEzK8yqCX+bi+Oqq41Lw61/SgopEvYzGGAGqFqU68pB+7ePXSi9Q14daA8DKn5ksE7F4BEjDsvC019dXtEb4/PYZb2/v2LYL+uuwquLmwd6BbrQt7sIcarUXd/k63envF7ZmRze8mp1YSUhOMe68z4kxhlY7O4AkBOodoxhtNVwrjIAmgCVpdI7vyRpdYa1NczygMKlCTCd6j3vgLqf+bonExhWBj+MFQrr2nefFrnUG7Ptxv+16crN1E34tnkW2OYQ53TZhBPSwkJrQWSTLE+fnVE5gSD0OPKEutZL3Q4Ixti7g0TOHxL6DWX0tNHTATw9sPrmc2pPntoKFySZTi2tYc8JQEzu1V+asZQ0bet/UzVsYvWu85g9rgXjmHDpotQLyw4SWme1jYL/rs7ZtC2FDpKEfzIJ9rizJ3VVTV28PnZeCZ6Y8MB/JQ64TN8fiGl/hpDGvfgZUt9NCC1Bkj6VBpAPcQNvAqImn4zTsRNshJBVcdcVWFf1nDErCyvjIDfncIpSNcj98cOUvwaO+gWbKgYM+LriLjHHB5dd4Qkcmd1KuPKesO8q86V+H71Cvloev9ETbwM/Ptxv+2T/7f6H3jn/83/3H+P5332OKhnKqYqfPYPMQ7BYHw6y5RnqzMMboIoUAO1cyqY0jR4XSbPLNGOFxPAILK6rjS357vJrKnB2bGhD6XTVwAMrqOZJGkf/BkFPYvSsdRRga/3dFz1mf7k7R3C30QfW280cHWeLPNsUzdJiW73kYPywnW457Lpd92QUHTVjE8jS4UFe5qnpaUcZN1lbvj3grHYfh76qhCf784Gap9xz02MPhTZVvh+vraS8M/NJiBh7yfJTXui5uaLCFTMMqBIIsFNfmkHwMXPouAV3FMz8+SfyHbxuAm/1uYlLz7HSgefUrNg8hAtZQz5i//MsL9vuO2xvjfiuAiT1nASAPGTKPouneJZz2hR9ObEPzvwAaCnS7m4cHA9//ntAsP6GfZhKpQb0XOhDAQBnNI+QgntI9h53gKdXCSLcHqmFY8q219B4CNMRrGgjhYBegOtvlovTQu2B0pePeFbTwIkH+zxwuQZTJ/kEKILy9CV5fgMslZZz2VdBHx1oLl03C40gEWQgEmoT7dtc5FFEFmkjHuHllMJhsJsJGgnfL5eTjVXYoWv1WOsZg9W5lBKj1+rphbAogz8mYlsz2/X3XtSnqgoh56cDApRMr8PXXfeZ9ILzdBFtXTzKGhuFFHk1Sz62169h5Kr8kkzXdzyAbKb2V6rqeSwhAeHEBmndrbQAtpWDn7QyAhq5lN9tQwTv1UmKvSGhJ3ZtVFFxi3nRUaLSIAQe2qhfXwbZ8Mk/uAOHha49c1e4v3wmUDtYXrv/WmwJh6ulCgOYJK2KbTMbM+47vfv87dGqaXgJa+ZiIIHNhG9uhclqzIh2APqex5SsTP6gTgDTxPDGpSRWoJVkF5eTxGZ6mQrMP94YzO0TM++mgmwFEHbfbHZetm/c1AF5gXuA50bBAzvvGQB8bWu9WsAcH7ymVZ7ofVcfvxvtcb7JCPQb0Wi9wpI7z319qcjwBqILdlZrFRcHUfxES1ztkTj14FNFcOd4vrlQsMFf3wxocJjIAG+ChCsyhy2VsNfm1f/eQ7cI3nOCQSA0whNeYwskD8ZdsuGNooxN2eZC4jpNMK+jq2NPD+ETsMNcO9L1QiMsAfa88POf8TIEeeGi0g9t7TnuersAcCnrH9XoF88Lt8ztkqSfoNgZ+9913uPU7/tX/92/w7/67/w5evnvF7fMP2OfC5dLw8t0GdODHP/1kh0fd/CK0YE71Kv5S+3skzPaJKyeKRJn7w5TadZ86K91d/toDiJQG3Sk8CW4cN1AXy8fj70Um0CwE7Kic/tAEbA2Jege9WFMH3J8ZY1S8omAi8X73MrNxrLXQuEG6JloTmKH3BSo/uC3bGNLTyE9rk7AFClKoohCBHgXoAsikMJn7oyZy7rCCqPqmJuibnqHMfQdRw+XTJ8jtXRX41jHGhv2u5R7XPpV/AJprZzRs1LAaII3RdgKWGj4imkC4DUCmQCw5N5EprVNPMYUtXMuMVwWULJGBKbPszNpzaxEAdI1bbhbS4zQUxuuJq0WVs+p2an9DTwkU4a+o/tATBLTIHPouE9ftAvShdAFPEG8nCX5k9mBsGzN3S5GS3o8X2lKzVxLKvYEyMp0HQ7q9Bu/pfXl9cMJH4js1ao99rzIjOvln1lwu+Z4CEEY32T8FTfRzBUXZvH2MD9mR/rNZFALWmmi9a6UzEyAYdtzPVjuSoMnbDWhobWDxOy6j47ZPTGb8W//oH6E1wtg2rKnJ42MQlvDMsetlHfJrjlUnla67WZJagemR5qrRXwVsusXKkf6CZ9d3fTDvXtWhABfq3vvBQn2xORihv1cqTHJPYEN5SjUaHkGFLwl0veX5XMkBOss72uEtCc5UL6n6U8rPyKWpwsX4CxCnlP408TwQnACKlId9sMbxYheRcvQ+qpPic1zvDaVJdEy9kZYYZsa+HqWo83MRgpg3A8P3nfFzyr6EN58VWAivNltzZYul0tpDOAPghx7VU/W3bNcLsMwtYbGCNtMAj9GyWpbnHxIBbvuO76+vWEsPd1qX9LIwuV89+R0EEpghzgBmeuO4J9LdAKi1J8DTCLjfBWTBNmlvNKzJ2EoeLyLNdwQA99td96KDzqXEsIM+kYh4OQ2lxeAhcq0RXl4uGJeGv/3bNy0N3xSIuV4Il8sF73+6ldyNEoBTH+rZE2lKzAbwhMw//ajvGlbyvfeG1+9YE1pjhL42dwbRwuW64eXTC95/egcvCSDHbN3I7+NeRrwM5OiaL6m3lvsRagC9vTGuF2DbSvVOZg2Tt3yhvXeVP+YZ4d6Nc7L2by0LsVPAhT3Ey+ZBYAm+rUrbmjrV5CGPOINHhMWE+02AK3C/r6BPr4HQBwAw2Dy9Ms+WBFg1FwBSIMmd0JyNhIeP04AoeNRboY+le2GVCnyAAji9G/3eCv117ZfbNq5ufdSsnsvRZLf58FxfVLySHLcwPCPG4/+o/I5Cza4xWsrfP8vm9owPgCP+2viwHQTc9x1/GCrl9rv6WLldt5ixGc/3sLM4gGPVqVofJjME9/uuecm2S/GENi+jfWItxmW7mD2Rcm+U56PYXY8tbUkRYNvGoTiZHqo1kB2eA+bpNK16Fg9NLdE1/xIcTRP1ziRiNbzJUSLXPPTQXkQy/xcBFKhu09MCR7QFeRFci5B641FRCeZPuWlDubXNKuVeW89lZSRbnRT9pfx05N+R+/OU1ud+oDxJ3Tzy1MnioZ1dAp8pZkXWH/SyEIRyFIznftefeUJ/HGQFkHC0Iz+KyPDwRq+2pp616qnmCf8F5KoXKlFW3UdY0DBURot6qKkOZboUBlgWhuXd47kwy2lLRuEAl+sFf/EXf8B//V//Neiv/wbfff8dXl40kuHt7Q1rLVxfrrF3dO9TpEr5mvarwSNCGiKBzhnzqWDHXFNdnItR6oqExsdL5HPpPd0cea1wI37uAfEx4br7lQii+HPkEIreq7RaXKoqAWqY2ckmmxcL5Ph+P9Gu3lL62DI+38x+fQF2vP+q5Jpbm88jM5YQpAm6l453qc8KUpCBYgBjrXwuufKyCBgNhLsqdUtHLlYZSnha7hetWLCWKinkxy5hgyiaim1TYdIRTMMBLGnu+UIFjHlcnjA8QMFTHCAJo8EAq+0ysG7LNh6bkmq+3YBWcgMFsONhPVLmXPmuGV1MADoEHcIdPLXSGjWgXwhbu6C3gdYGQAOQjmab6IvbKITrI69zWtNUU1I+UEGgJ80WKnfYF4iN7HlBwsusINjuB5E0/VFzQ/ABTvtgSEcGeaZ7hCLhnhFfx2i+naZ7k80tPwxva3OpFxADcdzJwlitoS9WHoUOWDUhiIKfREDvw+avq8HsJ/StgbaOWGnJBK4OEs85QQBeX17w3XffKwBFDftuJXORJ1/LFDk0DauD0b6ektleIljSdctxBAHccyH2SdIdi1VFkVIu3sM2jcgOIb7kT0iVWvd4BTxzztPrxd9PqYMUoae036wPBSBYCiD05sFyFLkmju+jwzvziyNAbwMHe8JAp/yTnKFyvz9uzl2f19wg1D41QE+A/JDEgNv6vkqGCvwf58pVlsjzABwOCHzPHTxvHNCJefgZjiB5/8+19LAyAMP6slgC3DorG+6dkPNv/zEr3GmeyoJwAcv16MB5evJ2Ro6zGuhOj7Wx5Hr/lm2/W0iMbTnPO3QxUEmTQ+vfl03vmRP42z++OasCdeBaQJz7HVFQx+0Ht/sMN4JVwI452KFfSDGWq/dKa1nuvDFwaYIxOt5uakx44uxlMUChGMOMcFKaHwMAMyxlE4aBK9M8dogUGFoLYCG8XDdcXnXgn14H1lDvlu0ycH3dcLlsuP9wszxHSWfUkCB0h1WDJazJ5savOY1EMueQCOP6qvng1HhwD2UDQ3jHy7iCBXi/52H/MA8WiK7VNjShubPR1gljqPfBmgtzKrjvNNlb8s7aeC3V80SN0WmGhs7zxNrlUNiI2YBHO/GsCc6JlNbItpmHeQnUS2qfBeCR5Me93N+b81MEk3SaYJ9zo4X7nsANIR0Vpj2zIb13WMwzyv55hErkNFppj7LYfQsYYiCPj4fUYGkAyGgIRrcHTwZ/VjqFVvYTSeup9GlOG4d5BLok9Uf7c6T87QcFKUl/Thf7dtvt9o4ffvgBn15fsV0uUXltDPXU33nH+/s7fvf732FOxhgdl+tmoKqGJCootHCbE2NoVACbLBMA1FsU5mBhq0D4fMbqnHqrjgUZpg7zmFME2T1qnj1XQ904DqAaxELLGoRn2pwGYFFjBZbIQ/lEvaTl2JdasdkpwoGzx36UsCvtaP6kE+HWz9Z67g0EmP7n+igQwEhB08U8gKkWAsIE0MsjnamVVXBe8DQ9BaVN83OtehJJebbPhZfg9Gc+tFAeHzf1+T01f1Idl89lJANXOlihp9Dh0SKCNe8ABH1TD7o1J5gZ27ZhbBv++f/7n+O76/cAGoTJdL8eh2Y+QscEDg4E9m3lt/Brn82Afc6cHEmMFmOvQvdDb4zL9ooff/wJt9sN2zZwuWi6imWg02Z/z32q00trkN6w9q+roP338jwic08EwnQoxJYDPiu1YotGrAYKFy6f1xQXamMy1Ky600rDQxTk1dba4X5i0Qz+1EJJj2T+UAnXMMA8owKV3mv3902P6VxpNb9gTVSrO87R+taaSjl0Q9o5EUMiDJAad7tdhuLOafMXYBQ8MWoaDToRUAOUBAuaJx1MppD7ovjEkJbaDATa/JVZ/2YhO+1CJLmUMn6tDKbu7KoVLeipPtyUAMQqpYXB+JycMgF3w4dBVuRhdITRNzDdTbBb4nQatnAZdiZoqiT3DYKmJ1VtM4UqVhyhTcS/o9HK4mvyMcBCTjuuDTUDKEFZac6vLPzdT8/JlMK40pVJIk0oeWAeRv/hrZAgjfI81hxNjSEGGB7mu+y58rqvbJT//eAeMZp5QMy+4fbX/59/gbVP/NW/828DU1089STM56pbHolmcrsIJgeI4KGPQCt5v1iAtSvIrQBSs3WnWEth5GnTCTBorYE1zsLAYQCNwmPRE2PHXmXWkOGixLhwigpV7uFZ1lB4QVqtwGj9qetYFt4BpQMoHtTm0IgpbUnY0Z+QkaRKnSyJ5yxm3XOtVi05Ck7dHu7NamOw7j1X1p8RrHzhu7wikmeKltqmph41i6fNczO9jg10dIUyH83TMxLreN2Lzw0pB89toKY75b4+9EkEYqWghAD2KiwBHLkHlqu1JQ+SJ0Zp9q3rTFCZQI3Q2A/4JKrnhFISOtpHSoz3/xmf+f9z9y87tiVJliC2RFX3MbvuEVGRmdWFYoNVTYBsECA45ohj/gU5IvgBBD+EP8Ah5wQ47QHBj+Ck0SCL7K5HVlVGZIT7vXbOVlXhQGSJyD5m18Mz0zMjPHaE+TU7Zz90q4rKY8kr17Fen1SfdJQ6ZNJFvW94oS+flY5ALG6KVNBiv0G/ovD+0x+s7y4wFtAF6IuFk4HXwwEDBzm+/+xGMos/p9iyGkE0mE30WoQF3Ggvy7Fh0vZ0EIV6Emsc1Qih4+iAeG015zPtaDgO1r9x4Jq1gg5xvmRjttSudPaxXtcEwqCby7uXiWCqdTuzlHO/5+gYw9L6Cex3Fdxehne08Tn0iLfjOKBQrzHCCOaFrYoxEqCXwizubxO315bgZqHfOYG3tzczJlpewzpK62F/346GY0hEv9EAWGvhMTfmaXNyuDpk6kKCnK2kIYRBIU97ZKeM6K7/WrS28RJ29iYwA4IrLcEqjmt8MtnRS4bu3opvPgG3F7Fonj6gajX19mJhXq8bhGQpLPZ9DNd7jcVdgDoMo8vlha9Zd+vSZwFwHddpFx6VRPHFc1umA/ZenudRRdPvcTW+yvVCfQrRVU1gKZ5b7V8Cdq3bfR/bahd5ANdFguzro+L40+A0f/+D9tbaG7cmGDJCTsN57RgebV/sOQF8f6jTiRqtb9vbn+936wg1DrT+EkXfAfGu7HSK/fAM1kh6N+DK2rquAfXIObfOXJeJf3188DRSpVNXLTpqzZU8zRRtNIzYnzZHtl9772GPWdpaHf97uWiyzu1GRjZ8/KIffwyPjmedKXeuQcl/bBMwvZ3CVZfpoZsAXh2RAgaTtpzXVHrxdEEez8bER8YCN7giQwpzIvLfeo9YYrl+XhW+CgIxtJXXMKyR4ZMtr7m4DhkVRlsnVLJr3Wa47q2Kd2NSKOY8zen7KkEj5WZPk/E0PdR1qNtcJy7pJ/ZLnkuZE3q/d+C2sQtaY1BLx1/85a/xu9/9HvfHA/q77/DycsNxOzC83Esf3XVqk2fn48TJaKY/cPz9I48c7eI6hhJc9WknCPHBqVqBPN07ujZIa2ZE+MLRYCICDJS0Nm+rkIJVrPgTGAmxHFRwwUSlWbaDSPA8xKrUls3GxSw/4qt3Dftv8TnfmyDaNk3fFXCPmorFJ9GQzspWJuGWDfuRYh7xU04sKTflOu/C88zwYY4wf7iv1b+PtCv/kGtmc96QbZLLPEV8rxmtvaw5jzVXAQEVFopjIdsxxwHEbMzTFcDgN7bm3Bi0XxUpsOgFXU3N8KuGqCCuzUg5auRPKZS4Hvr0hd/lonQm36yrUK6nwejh6DTGOb957rXbFQ2nuu58542NtiWAhKvmhH/QEbzvB84hsPXjYhf+NI7z7Y7z7R77ctOtLF7bYhv4W9NoAYAgkMAVqabQqRh9WBSMnxokofDi5uUeZd8HTxFYfYEGiFihd7jhtnVB1ItPhvCwY6tFCa65MAbQtiBChQQJZkvdB2aoLO+q2JoDwshIthjrVmwveSpxVvk+znVlhfyf/LAoanlepSeNucp9JOW8Z5p6VsrqtnliNrw6zuHaPb9IXZttvKfMFwjIAQVcgceN+bxJ4cfOjzajWAGPHCpjZ/EPqc8uakPV1XiZL/5e23ikt9w1o8tBOwiuM1jeUSUcnec5Q0aZ3ChgDHK+nqYTodrkMGOmq9LDdcl/Ne8bl1Nh4l4pN9WnedESdYY8v0ZC8XOOLyOSBEA2XvhjHs2yTIMu6s/h+qZOj3Rg2s4Gxi3FNTSjYFjsuLWr7gy4/uy/89WbpAHfkPr1cPBIlOUyzMnVRAPw3XtjtIZNSLrwurVS87APEet9Tqt/04YX4nbAqHdLkQMKEADFPGekoZA21zY+t/uBPlqkjJn9ZHQLmfj06QVv9wfWueNzaZZW3zsihX5OxdvJ+mobS1nc1nS3JubS+vI2U/cwFSHskhNMwVKgNRx9mNd2r0hFW55CSDAi+AF1ndBBuqEfcOdmU7RGh4BNpKg3WfFyCVBLpcs96DTgwM5wu8loRZMmuniDDRuHAX2K4+ZpiILo5mN6vf0+RsfShdGB7TlZrAU1hpofDxlVxH09Z6aMsdg62fw77i45RxRLprM7nVJ1pXqqCZYyKov2NHmgLzFOjyYiD1TNcT6Ua4mgA/KvpbYfFzKgidReSMMAL6RL9Av+cAmMP+UjIm6AqP81zxnOpps32gifFHUp10dUFQ+Y62z0DhXB4zzRx8BgTm45WivA0bPyXcdEQxvFRNH8HnBZTPEdEU1SPk/i4zWUIkwVV5hel+dIhPalTWhIrd2/IaOOUnfnwTGQOWo9zc+91CcrupU+fRe6gapvcokNR52HcjCyB6jnRlGw6zAV6nyiRP3EMz5ej/JyZcOFEpgbJQxMLWlrGnOR7+trsddFa4xnXKcr3yHG+zTQeFTRJz6grfJoasHxL29jjuJukawKsKJVg8DqOZ/hWGluQ4crL+zsq5PiSrcaNkOMKwZGhnnVsdJhVxfTRmy6F++rUF34xbffYu+N3//uO09Xm/hWvsXhYc6W8WA8fa2N8zwzFe4PHH9v8Ojz2xf8d//9v8F//a/+J0lz/h9j2JakwY4cuhVb1CON7AUtiKRZikYojKtMEBAT7EcTwRbPBZTmyKBiroW9trcvLgVfnSzYalEVAeZQM7sopr7QjB4aKKAPAMDBoLofhIwC7zZANRx5XgAYoHFYiOF5v5SXZxQTo11C2ZIcm00SC7kBjFTSJoa3a3PjyOdIAOkNzeuDXMiRRlS3Al6bBV43oM4JxQtASxgzzWoR+RutZWk/wfi4IrKjGKqIelkYC6dbOxOFRa6bn8acbsVu5TOot5L1AuGkFwBsr8nIkWhdyYiOOt/1OSQRpDEZwJtq5GmXV4t5U/9QKZ3sYgTeLR8/N4RjcDZfoycDewdd6Tuaeb7n3+UIOnamlWRPWsvNbiDS3+cpf6SjyDioQqPDjIenq9c/io0gZcbhkXpG/80NeXCtUff6+6LJBrwmvdVncC+GMb89imk4nRYQcevGnKaswRX9Fvu/AeohqMLoJwON7D01xmK5D/r0uR3bC1wEHX9AYBRysdeU59G9W7WUAhjVuYo7J4//IYOfnvtikj3xZj4xebECXhMlHxj8RARq7dGedbqQB6mZUXkVRDvVyi9D6EvsDXZIRJnF61ADAilziji3ScPa03jbNivKItfdSI5ulLjc5zKzarJ3rokBL6YOKiE7UmQvyta7iX/6sy6m1rVzXl7TMvndpnzli9I589H6kf9qRN+G/qXX3yttJnCU0bt/7IOGMOeCYxJkOhuzTenfuTkQwMYtrOGz/Ro57Pw5rY6MCFPHQqVJeSLpgO3dOrv1kSDSVmCfno7mOgPHey4DjyqPaE0ciC5pgXw2jEfNyYLLGW0rAoxuRfCj208zPjenmp61lzUAaApgWxHw5TUzwyFHwMS6zL28HFinpYpxLN3rJkoTA3emYG2NmrL3u+kbXWAOA79QoJZC5esTUV/I+aq2Yu2quPfO2jli54/RIiqjGjzpoCiOimRpl4PqA9QjUCXnvZYJ0Q0cQ3D3XDHSQu9AV0uphhjAxWtsna0UQujkxnhAJ4dqgmCQ4qdodl8OhmPZCuxZ1ilVn9DlCkuMV28+Z+pzPbrNnwBez8+cZauklCUt4MIHVa1SAwtwN38IU+L2ygiisIE1AyS0/DyDR4oEixq8YLqf88DPFzyifrw9E+S43SLVaa2F3hrG7ebFsV2GqNcMmwvzcQaAZKmNDX0MtMO6PYmHTzJ6R1UhXqKk2lLVeAcQRZ5pI220iGxi9I1lpeRVaWPB9Fa/l9lOLcDV5F/qWTQNbXg9maJz2f4qxEFGFB+UjVBGn45pAeTi8ijhclenMef1KhOpf5Toow/mbKt6OrPEfbg59jxhNdUORCEyANdUOMnPLkYXcnPznKozVGFDveBrIXr1ECDan3MT8z5kOHxk3KuOAYhQtqLX52YNJSGvikvTFnuv3ZYBFqXNHuPApMJqfql1tGu+L6QMh7oN9SU6Rmw8GrrTlR8+rXucK2HnBs1Lnl11MN3GM9dW3G433G43jNFxnifu9wdas303xsDb/W6OBZid8TjPUmvzh4+/N3j0H3/zN/i//z/+G/wf/7f/e29fyIggBZrVLuowj8n5ODHXspDa3qCw6BIrzdMvTL8el8gcIKrXB3NojBoQNBYwLQBFUJ04gEUrUXzLkv41gaMIk/eImd2BSLNTlOr5HOR1nJfDJX/uLXqs/Roa6gJI6e71Yb5ugB9GoE29VlJDpE2JPzPzgR3ccWWswTp8mSfB79vgGpJ3AmLIX5xg2mT3wtTWUlkgarVfBqyGgO4F7AZR714mlgudnmO9EKVSo+B2IiAUscUV2JF6kXdaUusIoQR5Spqjr+0W/93bZkr5QURbyTvC0zLmKgB439oel5FIXOVajC4EgGdESqfCmDRQPZIfHRx3VWIuwovWwtOh5b910vXp0mRcWpRO98TGOxBwK2P1i/ePZDR/GkeKCuU6QKykvnpraGxPh5CnK+UCrlblgnsNpPGwpHIbUaCoG2jplUIo6sEIxcGpZgAQW+KyC9laBiABBqCPoGuzbM7HGQobC0myjahtcYUX47ooKmwR/54WTXhddJwPyJWeL5uXlLsfATyXqyov+AGFI2hXgEgzk+f7F++Rp55ZFJCzsiZp0SL5atKF8yp3mUsZv01vkXMQ7AJAtzHCigqQ25U78Wdx7qpXMgGVcvi5xLzcBRK8R2PjZmRVgCsAUMDKlEB2nwTFLsuQ/1y1mZz8sghV1r4/LecnZaunrtT71nv62l0GErdxwI5zsWEp5JrgZjpvnubwT+Cgwb1R90M6ZFnQmnWM1H8/xIyOBU+zWQBO4PiGKVNJ/wSb1pnRFJRVw6N8Xm9WOJrkTyDofgL3c4Nbo/l156nQvuJeVrvSQp5YnyfekdtqJ9g3l7MZmHzuXfH60mIfsIjoXIp1t3TQ41CMw/RHiDXpsJoMqZZU0ODz929WdLe3AGla7/Fue22cpwE7twMYR8P332+MIvrnTB5461mXp5JPE6tLdQzB7TA+er8/DNggQMR56FYge/QO7cj0YwDc74ysX1MxdZn8YW+ZUt9KFVApKdOuzpl8vgJIgO8xzjnf0SOy9tqW/ue1qqzepaINdpy1CaG+8bhPu29LvVvhII7vzUbaQI6h1i62yCnf1T4eXht6SMs9Qv7eR8PNa22ea1u3t1WAIu4pTVs6Oln6f+gzkKfnsWXM8PfiPR7ntQ7Y80Hz9vnnz+EQsSLUa23Mx8TLK7wOrAM+0CgMbGudMo5151jWgrUge2v49M0nqFpEj8BA38WU+5fUKVIPoTyj84AR2UbUTWDdb12HD321lAB5tqGCp1Lv99pHotsdggLpDaIDPVo8pl1g0bnlfkCpsUQlL3/s0dSjbNzK/7qQzoABn69ysLucxnepeNHhcr0kAQoa0goAe6N7WtuXt+/RRjdAe52m33gAQxW7VmTssEJpfA6/J+DUfVOzUc8f2gTvdJvyi9873ukCHGmug5QLi15wuSn1qMtPmSNB6Nm+UvHdR9FHNnTvBA7PDgBiTI/HA6Nb977eekSHXlcGRSfLuaiZCHWF63OTPsRB97JHPtB3VBNQ2gqstfH25Q17K15eX6GquN8f+Pz5ewCKX//FryF3ThtTlvd1Wn/g+Id3WwMFRzWW1dI77I1y5jQ38W6ZOhVKNdL4RwgTDa2LUS9+UvnFHsC22lvAZokxNk4I9f7Y15dCXn5+tFBWB2m5Oa1YdbH+r0T4tEeodTUBhgg06pCYYcgi3dtDRcO3XQjj2eiyPVSAEGoRfloTgdU7MuZvRUgFkI7WB6QvYHfsNSGwulCY24pwP04LuZYDe3QoFtQ7gJizvTBJ/iNJtLaCNhZTblesGw3rIh6SR2zmW6/wUNtaeXSSh4qCtFIOZ8VhpEHE51bQfG3ZOpTFI8Lgj2IS+V0hhaQ/Tq5rKIzc8OV10vWN7hEfVFrSmDLFGl4vSwL4coHAuGmRS7iqpRTafEdnoR849PJbhd9YxDZrjGnUtXqaU9XwEAZYpBnlEQLsg/X4Uz4s97tfltxK1BhwukWAr4Fhhd8QMLR0IqM3zqF1FdkXpSJoBFziFHT03o3uUSGN7KVhTRZlHh6VZ50/jsPSJd7ub5hr4mWbd6H3jjG+wVZry9rWwujDiuSt5TWMCLb+uHWz9Tbu9F5cPZ/n3jGB0bc/g/WxxHlTeF+UY/F7vGOg9ulHH4We4dGkur25gQikdfTWPoyK0/qLIPZaTocVHl8Ka1jQmnXkcSBcPL1mLjPCLB1nfKg48J2uCoJ6O2S5KjkfzOfzoMlbbbweORat7D+aHw19ih5UGpP7olil3kVt5w+wmTLO9zLKB1i+92i2oiOIOD/i6QCO3r0GiWKpF+iWhtE7Huvh9zHF1eTejrnaLgMvM/0j3+Ef83iO2OeRdfbsoCxhAe3zYeBNfC/2eQOgD8XnxzVS4jyBlxdPIfLPulqk0fAuXOzQ1bu4TDRavn95YC+PSHKeeH/k3vz0YvUG11pREwe4AhUL3I/A66vxR6YV8T5NrNW9CPDycuC4HRAR3OaJ//DXD4wBiGz0UYBw70ApDTiGGbgK4HxMzBP4/FnxL/7lJ4zebN96uAsN28VolfCJCX75ywN7Lbw9Ns4HovNc78Dr64GuC2wIEemCHfjm1vHy+oL5ODHPGemssXdg9XmO28BxO/D25c14OCzdSwUxNmYGPE5ge9p+jjG7W4f6sJO3VsCGttVS4FxqqWst3+cYwDiGOfLmaYBeA26D/Hl7Zx+E7kWSPb07mjRb56Ua3YOYdSfDo6E8wkl2KaRdorTCBFC77/LycOw0OA7gs9WIx8sGelf0saFrYU0rEo9d0gGb/a1VXAt1ZvthdNDzwb4vne3RlMC21TsSZERRc9o+6z71zy+G2wfP+TkdvRufnXPicT7waVn9n9Yb+m4ZsboVS7an8ZjuM24Nt9cbeutWn8tpSFqD9HFxMIb+U453EakiEPFC/YIwtAGULAvej128pXz2fH//vKXdpOp2nocLCoDG+i+8h9Soy5RUG1b7TWShB7KaNiHHxfPDtVxsipCDR4d2hpg632pIKabwgAanfSo+BW1tzOltYoi9Wr7mPh9otxtoUwoNtibuOyz2T53W/QeoOUXsjzuqIK5rI+Vvhnx+9VrJBxMTuNzIz1UEOv3szKSuculIHI9xnfRiQWmUiNBjIDqLiukzj8cDr9+8ejSexAjfR1LrZc4CdI3XoyPU+LFqhm1V3Vt1uj1WM170Qk85IzbOx+NE7w3ffPpkEUbyGZ8/f4+3tzvevrzhuB2Y58Tj8YjSBmMcHyzE++MfDh65wRBKpNoG34ZegB3T7OTr69mk0s2TC+cxHjzNhKFrIdGBJkwZ9zARoFBP+Si0VgYbw1C1bmbpiU2PGZCA0dw7NnFTDcbYPeKJjxBXXpv/QPEEAkj8e4mAsQ/jwYX/pNEQKWoduxlnaV8mWh84YDUJpk7MPbGw0VvH0W84G6DnA7K9pbsqVJff2pkmwZZ93VCmnHiKnDRMl9JJtxSjLohlQMW9UtuKz8VaCaNzbNNVnkEaSqDIvesEOPx+LK5nYJwpvyxmpj4/3buvUECJx5yP6kb0dW2ugXXWPnoyjd9FBPk9G8FntdxXFtAmM7DQayklwfM+z+GLAcbEOU5NbnyvvdHatmK5zcZaI9QggK6NhR2eGS3/5cBTYNtP6+KM8Hl7kHCztlR+HifF81t0xfp5HArzIjSIdbtTgmlIXLSYdNeIIL0SLe+olIGulCCFhQBYa1qYqCK0VvLJ5Z0dW2tYW8PQXGt52kXDWizYbEVi17Z2zX009HFzpc47e8CUCktZIz1opArr3pdcbL5jAoR878t2ue6DH5pfn09T/q73h1paqRn5T8qdPyiUSFRhf/19LUvTI2j3EXBhhusyxbe1aBWsvlcloisRYc+6bXxQcb6lWF77SXOR36VfWfT8dgMkFVERS9uu7bkV6p5zEw4JosXA7ROnN9avSp77w0rdpQ6nfvQh8Nytjed+BNxV2ci/jX9d9cH0iH0wJnduJBuVGF4b2Z0KquitY3Rrj4y1Yp/MqI/3fHMJnaBGngEoxsgf92BZQBqz7PTUxFuq+2FqowE4L71jyrLCy5q2Qmd7QRgo0Fx9YvHsx70UTRYEINHVVaxWyKJZR7M+Br55e1z3GezceQI3AY7bgftj4u2uF2O9lI0D/J1uTTD6wMb0ItHlHZ0G+jCn1v1+932z8Ktf5rs+Hgtf3hbmAj75mHoHjpcbbjeLRlnnxJwGjI3RzSHJKIW9PdJSMLoAN8V6AN9/Ac658Bd/eWCqootVd1Nx4OgGbE2HVx177GPvSnNz4AtN8Lg/gAZP/U+97na74a53r0NEvRVAs3F//xkGwjRgDMGNeVsno0V9cC4Y7ncqHwgQST1qZ2+jp5db0lPviLIRIoI2Oo62MY6O43Y4OHaidyuEPNWdd2WtInoJuBTB7r5W9zeNdL2t2Y1uba8d5N3UpgLffvLzdtIZ73t6OtrNa2Ttpfj8/RmpmWMAt29sPEvtng+CVPJEh7jOBfch9476f9YCkxLM5kSOiXNIkOgo36Xmm3//8TnNP+wwJ4jVOdp7Y56npeJA0NvIOkLOJLTIDAOhWzhprVaXAS+sn6Iu/6V1LzadOkCVpwrXubTB6peVcwVo7hiyeyUAnvrK12XRXsv4AVKv2XtD18Twx+guyKcAqzM6e0J1uU7Y0NoLhm0w18EUW1NOqSqOcYt5YodHs0u6gcPOs7bX+7nokdQjALend87/xVB15h8bqlJpHizXIa0lChUhf07pURvpA6Zdj7+LXOVm+wg0qg77WlT7w/tsZNEo38zVWLaJygr4eNJp+OsTcET9uP7NnW6OXSsDITB9XTQ7fM9z4td/8Wuwm/FWjcwlIG1+9TkQXGkvo4h++NXt6qwRHGUTIGW50r4TsbIwIoKXl1uAWxBEMMb9/sBvfvNb/I/+y3+J+9vdomi3ZV3cXv6JwCN/s5gQ+OaiogmUSXQiCq8rTEGOcNPtRgGeF3i7goi4j2xAhGGNsOc6MwmXh1D4VTgqSYpgBZBKLQVzGEsrLRiGjvGwU653fYcAUvDigY7DvM57QZYzi2aanmiHQj38zXOPFZkfjFTSxTW1SLegMiHemcyfO3qHqCkGzJXdURmwBxG2hqiHpDq9zoQbLlJWI+YlmYwto7jy2LCFYabqxffkwsfyPXItAUSNlu2wy1rW6YhtNZXWeKEnhnLbOouHqluUQFOALRn7GNDLysGfyeitqwD6oUPE2pHGOl/QvuuRHnFnSL1d62XxHLNqI62In/N5mRrFL8v1SGNVc1LD4Cf9E3TbmxFTel3Pr6g/BEIYsXSx0a5L+6d/OOO1vHkyco11Ehr1qlD1Lngos7M3lgq0W8SJQCDasLGsq5CY4pQFVyXaZ7bmHTlopEEjJWlv63ZEZaYudChVSgDSwCV6QVC8bkFmXaCaIed2X/Omm1f6utbPwi5uVkFOv6zyPH/FMo/ZDpZ0sz1yMxWj6/NVkanCmvxGcwjxb1zjF1qIrYOjrQMhuN0h8V6Hur43x/F0fwDu6Qcyb4z8x9uiQqE7ea3uFYYll9C6tmUY+1ar6UKvEN8hIqbqpJSXVfh+pXJXD5E4iUrKdZ78/UgL0Ay/VTcU43otFyJ4N+ebz1MRAwY44mVzSeOd92mtB4iuYI07Ggj5vEbPrT+HtZjULVItdByvjKqEAaFPlTn8u+i4/1iHrliCiAQRJHgUkTnwKIlp79RHAgKM8NENvBx+vuv/xCJjj1B/8SklFP4ygNfDwNt1Ks7HRJuKT//shm9/+QnzMSM6cTvYx6DmOad1+irGuqqnqTWvK+PP3VMxMVHVcPg4X2+mn709FuZpxaUZgfPrXwH91sDZ6upd5e4GLBwKzHNhOPrWe8frJwPY3r68OTDNenATYwwfq9WOO7aiPSz16fP3d0AV02mmMzqrd9zfVtSainUZfG+bv94a+rA6F40A5tao+bK89di4HeitY2NZNI7aIncRjGMAMqOA+Fre8EUsnfDLafWX9lYch+DTa8c4FPdTcXh37b0MAPGA5jhom1H5nHNa/TywTqNgnsavXr45DLD1tach1XvD66s5Thd8vcUiqwbsueMQL5yO0AXWdN7n2TC0VbGBs6RQsh5W87Sx+/cuZ3cW3Fb/m8Bppy6tuYdI4KHG+PfsQE75ynlS22IAgLYRTV74Xfr87XbcPytv/6FICWf1z/RQtSyEwxuB7HNBp6V8NweER+sXcITH3gu6NnaboLbEbojjuIEdtddcaJ26bJldVzDClhOYHibUcZrZLyLZnc1tvao3AHC7yGg89gC/WguWkqFoEGgbkKNj9Y5zbaiuUt4CLpOzTIO4HvxRPNuHzhfK26eDNgtEIrNFYHyBGQiiKaetU3M6uFOw+9zVYmuX57T6B+jwTeCGTvWyWWI9PlCKFFd96McI2GBGSFuJm7faTqxd9O6WT58JgOWdPcXtIxbpK2MPHYOvJUgMYBfdwOnenqRun+240iq+mF2+JwGcjT0n5uPE6zjCPqUtp7rfz1087hncNFvDxIiBPmaDPIVU+jW21AuqHjxBOwCI8hbUhw+xyKO3827p5mK1724vL5hz4X6/436/B8DbWsMYPVM3/8DxE4BHGotOTyG9ztRkng1zgjlrW9QEN+dWtciOAjabgs7Qv/ce8rhnM8+85cozYQ1g0n1VVlM7lqeFrONDaEmMyBBpkC7Qhgj1ZXrKhoFg7dbw5bs7xhhWCBwbY3Q3KALuyRegkZ+jujDoCyAALXNMA8QjbFSidTwnr/cGaPcoxI0A7pwBq3gOu8ALarPgX85JK+vFnHc7w9vjtoWG9G4Fo+XrRbHoZJo0Murn4h6B5a7UrYwWSEam2EFnNWLCCmU3M1r3drxPrZ16Y6F0//yZboT1kN6RQVbQ98gkgXgUQIt1KncCgFLj6R1RITb2M+D09He14ZqnlWkRgknFnv7mmqMpXxrGaL13CkVeU8fNSISa2Z20p8gih0mbdu0z0PunfHz+27/Ff/o3/1/81b/611huXZnXNtuBA8DjfsfN3ZYqBVxUT1NwY6i5cqHbUg9Iq8xZFxEDa6GAbK/RZWPhOrXRvR6AhOEXwmirhVaT78EME4ukMQ8+aVPV0yLUw3K3kOm5UVB5Xwra9LD771FYmgOx8yt4Jc8IqN+WPEtKcepGDd/TRyrZB2BXjq0OCH3E44Oks2g9vxBBFnMH97k+0acm3Ra+5Dexz+O8fblWfDCsryDSrSC2KzfbOy5ZIK3zsr29kYDfoWzLH/KQXpQ4APC1ZS2JMqI4mWvIPy7qiSu99AZzzLyc5ayaCGqq30eKb84HL2rQ5XS5l/GsLhhtlDS7ch/qCuLA2bZ7kfMkrRYlcDNlt4zJGbkGQ/cX4cifn/tHPBRmNDMVSXDNjq1FmY8SOTIO+/f06A1R4DaQeKHiUvv0YvXCz/OUI13A7uRPdu1aBg7smUVpDcRIMlsTeLtPS1Eq+r6zhQtwZEqrYC5N+VJIdk5LgW8wcIpGvQC4P4BPXXHcOvowmrp/PrGbGfm3mzm55rLIS2mCMaw5x1rLAHWCH2pAThue32QFsoil4H5PRZwgxVzA42F1ly5KsRsovfeI3mYUQPNI0nEcWK6Abzds9ra2x72/j75X568vLzfs/bA597U0dqkJhojJp8dDcU6NotK17iLrLN2Gtz/vrciLjXOa/Hm5Dcy58HhMixLqinZKRDnPuTGj1MnGN683nPcTe1qNI4GDPr3hPBW9dxzHQmu235bafLKm1oZH3jUDhAhwEfAE1UA18O7ttHswla1J1p8CPDghs3XiX/pD6xaoYFG1c6vZr35PRUYdle1z4R6N48b14JD+UKbPn/qhHpnce7daXXt7EX2gi0Uu9N5wf7uj6rHCaCM6GtyY7Z4hcX65IzymjnYz+sYrKcF8MGlzCeCt9ADp0yL8mXLmdp7pXZmyHQCS832jhxZ6Ae2/WCZ/Jve3pWZmV0mhiiypW2ccmuCdaPlA3w97DfrBCe9O96igaiGmTnmxGSrx+w+LZTN4IAlVCrP4yO7oMQ/4SF7XuYqv9P1m+UMvx38bn1vfk0KlvnqR83xeef/tEfitKaCMqIpZu+oK8Yx8teiw96RThG5UOiab3ddC11Bo1I9rY2DNahttLw+BWHvW49MKWl2O/HyziUkZO+lRpGGMErnp9xN00MlrtoDdc3kxOHEZwr01hqVfA8C/+7f/3opqv9xwDCu/8I/ebS1fLAGNUAzZiauJG0ylvSMSTIrCYJG/mfcVaWGIZKt7a4unRUnM8zOdSS2RgN/4mVT0NT5Vz1O1SB5fJAUU6c23gtx+QSH4S+QJPPwRgAzB3Cc6bBwClOiny8Rd5rCO04b5sXGhmkMR/rIJfsh1mAHmmKFms2zuQvH6KoatkTo5M6UrGPLeXLvYRGo58IxigeQ6SBPIlos3wfi5mKd6m6e6SQk9hZh34OnIyDUEo2R0FI05pu/o3lhCgxvozcPLpUEIEuyNrc0KuheGpDXHoLzPNVw0aeo6SAQ5psDglNocNt6P30g8Ji7fzpwi1cfn8uJafKILG1oyjfwshyblXZ6N/7C9VK0AO2o0E5wh7vhMCmN9rpf0p3zMxwNv330HZR0wP/gue1vNNIZuiys2AvO+QUzRJpBiPEkAMe8F+QsLLLITJJm3AlaQGoykQPEaJa3QwAPSKwX7GOtcWF5/p0MC3KzvwaL6ANly4SWFD5Fl42J4vz8sAkSgjSlLZu7bmKjYpIKlGxa1xToALg8oBHOsRTG76EWK+m1elyAvjU8Ev0TcK/WNr6Xb+fty/M43qSxK6Fp5HmBrIh3v5pLPaa4whzPA15h7kVF+wvek3PRHlQm/DJX/7vodWdLzdVLKb/ocBABfvHsX9eTKDj6YK6dPRXEG+Ette8/tSpPROJXBDzUlu3x7qm0JRX+mVRoDz7KQCh+VPr3e+eN5/CMdTdIghiZoVESM0Z5QT/DrmnjtxTSCm18ztUQjVX3gg38BANvAkT4TQFG1tvXnOXHO6caiAUfL7927dUjrvWEvcyD0kdEi1DN4P1H3novW4LY4TCe1e8T8eOTSXBZ907daeQBY+p0exiubp25Up9EYA/d5evMAAol2X9MvDWQ/p+IxkySfVQzux7XVwJEqkAXugLKI8DVXpNS3brXurIanNS7YzcCivbZFSo0ORo5zXKFb9objGAAW9vRubYIoWh5go3CPIfrHq+IC8lnZFA1dg+9qUaf2gn10zLk9qtt56Np47BOPU3E+7NzhtbXm3LifGue2YQ5JaYLOVoGSNCtIIMdZZti3Nf2NtEu699vk/JSINjzRmQCRYnTek/ZiACT5nfumrrOId4lD8kCeQ2BpP31XIIPLvXiuALgDxeb4+R0bwKmArA0ZBxSKx5wY3Zxb/Tgwt+s1EO/at9Ga4nY7MI4Dqhv382HR1gqLRlo0YDtsjxq6qFDs6bZDf5rdQi9R/V/d8RlEJe6cIFW4jlxqLUpKI7ttYUaXtXS9uDUGE6Tctygm+0wp80qNV37zfBTtMmy6OFNhjQVch7zYGLQDfeMQkOhSokECWPH5VJcF1XYp5zKyPnhnmefrQcXgh+RmOacqbj90SP1X3n9emXbM1fWR9SJzZu+0kUBnYC6KluuCFzpTov7N9wjHasx/oRMRvH76hPPxCOzhPE98/vwF33z7TVmjXC8+uuoxz453/rw7qhC7TECJhvM6SOTvcJsCrn8lFmCZRBGh57UumzS8vr5GjbPvvvsOt8cNv/jFt3h5ff2wJtRHxz8QPMrJAI0h0JOWIXKCEppfhKeqZ4Ky3ke1LpCTHlzcNXzhs+FRLJLfZWuFRLKJOG9loTd41I0WA4B3RUo/9eJUbeeme09f0K2Yc9l4W0EhpTAcMrTCdJJQfnixauSPlPvk7zUyqMwdNLw/xoMFBJSMoMTDQXd8bhFJmdpEgMb+bsGgjCFt7662DURwkKz5/XdT6Omd6ggo+b0Wc33da9Gb3bvVd5LrxrMoKwTt5HlPTJfUQYMOyHO0gDOcJ9JeZQD6geFJHvPBigmf+W7tcj34/GCST0aWOkOuYyNIELRMTSvI3CKJePtgMEgAAeAjco9ethqtUAWADXWwN8TmdtHpXqaqtP6cIo94PKe/xGfOjEnbLYiNHlXWaaNXyUEUrv5WwL2wrMkT91/pfQ5mDoVu8/qOujD5T+hGFHhzLizmyJc9RZqWKyHE+MuLAgWsD1FVhGCl+6BrBbIwPoEv46nNrRwpe1C9ecFFVyjX2muVHaOpuKVQrYz2vVyoUZm8P2ONnoV3nMRnU6HwcVzBfS20wXdHjG/v97zBohOukaxRjLuO/UmBFY4/AF2N9fCR5BhIY3wnWrmS5wd74GM4bo/oBeeFL5+nfTTVWUQ3ZKLLXCvglco2LrcrR31fiXfbXifOXj07pbI+VyySv8yzI4XroZdBP53zJ8Cbevdp16xNRHIcBRwgOe0FaM+6UgRhBMAQ27qeFWVv28wYDiNcMhqIm5tRLWtZhApZw9rA29sDc654Fs/d2yKfrIZNw/mwNDOWK+HMhu3mv3cny4jqcetapERuJMlYh7VbXm9j2V6DhfJmYW9LW7MGD4A0iza2qJ2SohBpTuZIOk/rJnfunOtaq6kCH9IIlmWHKXC8YgbzmpbeAij6Yg1K5+u9o3VY/SCxCJ85VzgC8plJl8MLsc6pURfJOucJeks51f3v8/wgRa3Z93sh6k5qSz6arEJiW/Uu0dVtrYn73eijRxqi4HGfeDtNDxgD0bhDXRbskr4fu9C/X5r1kXbIMKcxFjAH3tUmjRQ1T2t7ZiosmN06cJ/v11KBfO+ny3lOpKKVLwX5uYu2iEaS8lPPB5Kmv+DnfagIVrM902FzeF8b0kcsxnnOsOm27wWRbSltrwNrT6y1cbAGDBkXUPQk6lie4i5MP0PakUgbIvi7ml6K0M1SllCX5T5r7WOnEZ2GtAnIjHJPMr4s96nHljvLKnIz7l8Bg6/IG8oqNbDMILinsgPPyvr2CEaPRCGQXCYq7xkPQWHI/qnLU/6oatTnfZqc/Iz3kZiky7vkGOTd1x8efLdgXB9cFMARBRme9BPNK11+ZKS8o+4c8zMqo65rqt9BShmYsn7GIrkWRgtNGsbthvvbF4xujlpVYM2J15dXnOcJc5g+6W2qiU1wzDmB8fM8VOeS76YnytFc5q/o+0g1Mvn+APSBPqzD+twTjEC/3Q5zbAD4zW9+i8f9ARGLor0dr+/X54PjJ4s8SkUZIIob7VORYedACs9A4ppGdyfSfTh8qR8L0A5PM6GBp8s9YGJ5el2wcEJ1QNVTjvx5UfFfcgxhUNtg4l0uSC2BLyBAbWkCnZnXaOHeDqAcWogb2R1APOqAMeoxgdcx8QgkHGaYiL9nAjkcDILW9PmHCpxPrIqiwQvqSjeG3rZ7ehraaGilr6rlX27TJk76533bKZyJb2wrMATZqSkSBFI4aAdxoMmLCpcQPnsVphHZdc07WCkNRQ8V7+3wwtjeppyV7mPu3DPWesmJXhCkIf+HD73+zgkVvRh/7LZyUSxSXsYaaWUoUcOKxQBS6WHtEQH83a214qdPL1bQnEKxwVptLoV2X6JuHQzhLSUvwIU/W5B7jmuYwKNFou29fA1qBINeaD2Fx8/xSHAwPqECAmDLwtYWqWhhhMHoXZrXraJnqtCehQ4bDbMDm7ii5VPu+0FdSVLnHQtrGUS4XSjWiC6CWSGQnGcwki3whaJUXA4/T2GpVEMIbJEmLFJIi0veogGNDue2dBOmyAHqnt1tqbFuMVCFqvuaz+fLJ6ihrieU97RJzL+jgPzHEGXoSrs86/mErxwakhZl/oBIo5N2oRGLtkPUWdLLheU1w4L5aBymGIcxUqxwrp0gptPpw+5cZRPg/tTI/0DhO64IxR73tC//ikpOLAOe06bdt+x8awUopbmOSEOXY4+vr7Nc+E2dBs30WlVs1h/zaNSqx9prlgkmDVF3uFiKT+Ddj1Fs/5GPcVj3sfOuuD+Ah9c5GrBIIoB8x7M6trWOJ27du7/azvQYETegkQoj+VTvHrGzrauVlpo4rXl7chg9zA18vp/vxsxjngBUsdZp6WU+JtZpUrXPGq7ROhrvgQCPRjeQiMDFYp0Jv8frLe+/lhkFo3eM24Fjbcxpaa9N1UoHKDCX04qzLT63NWCM7LR2cSyD+kaqT1yEl0PQh+kTc86IElt7Y51W4LvTthCYMerpPdzPdEZ1ALeXgfvbhGlHCOdaPFcVrQ+0oWhTIXNdHTOSuoA0wegeGfTUpq81wXEM6ISn+29o2Z/HAKR1nI9l0V29WXpgFwAL2jtGX1mLqAPT0xfDTFFfF1UoGh6Pa/iWeLrf9C5qTLXcANSCTrAF0fmOqiKcfrNOHIugGx+1YsEf7+XXF+vCxusIiG6PmvuolnCATIqobbXLPiRX30gTrmTLxaHl3/ex8j+/ozXBMQZNWqw9LcpMLNrucX+Y08SzBFoTaKdN4DUVNaNoKFN22XPwe4vLoe11Pu0Elwmbukr3SI/t19l+a5sy2ks5hL4jgNsuIeGkriiPPN+ipzXe3wBR14tKLUkCGulIIZD6TJR+36fPTY4bkh4yy6Oyu3dTJj9AyETfaxVHSOXpKsOVIEI9WUJv3M6jOvnCUnunVhWy2OnIkgfAuyKtdZw/JGCL3vykCF4e9dXzFWBobQSeAMA2/aSbIX7BEsSj1LQy0PqInU5BYaFwL5Ngp/N8S4tkxtB5f8Pr6ze43z+jieD15QX41a/wn//Tf8btNvDNt9+GTVtfKrU9l9mthay4RFJfJqJDavGYeBWDHKHpwEesux2bNlvoRfJEx0b1zeuFrblwPk786le/xNvbGx6PBz5//xmfPv0Tgkc2Lk5ccotQQsWMKgo6FjN83M+o/q3SIMfGjkrhxtlVzEA2tPDHa4N1UrmJeBB42C78E31RV5ZS+EbB48i5bfG+zJsE1BUooshkGBadoDkl7+eOyjUJGL5xY4O1ouj4/avCHKNJY3SrYG+xws7+3k0EXTq0bUgXyG5BfNY5bKBh4/DcXyali2ut6nVUjLGLj1uwI58ZEOx3azTGwOP+wJxWRlOapQU1EdyOWxZwXNMZneI4hqeUAXJ6IU9JQAi+Dqw3JUgD1qcjDK21N2QrWrMWwfqsBXzt2BOK4cUirUViG9bpYam1kJ1brdNLb14ol9FUmYqXgJF7EpYzwmXn9WOEwAsvGnwnuaK5ffyJsL4/wuASwDpfSH7uhr3GOK5c+yO6rEyZN6IxexVhP69DgaCzCupZO3nBbj3maE+ju9abF77+sfzHFSrdaGiJj2xAm2nNnGM++zxPWztF5G/rZqFresMEt5u1xL0/7rjfTwCC28uB1qxTynwsQBtury2AKYHg9nLzZ6TSE+wrRr2c9Siwl0UHrgW0A88FqC/CT+mb8+iqyKVqqXyQz6krhBfhySnTC01dYoGqJK3jLoqCvRYVyj+8Smt5OqLCOqXAATJpsKKE+919wkv1NB7hGOo7PY2D78Dvauezy1wEP9iAZvMJA8qoAFlhclM6C12WX2Pv+/3Pc5W/nQ+5nNayv9/zg3z32CuRArxcKfHHFzA1nEOUhaDTIaM6+E40DtbyuklFMezSsLBSNupXOI/LSLiuUQGuP9YxT+Ds6jV7FPJmABL33lbgAYvGEBjo8C0ckPEokNF9nlZ2iKpmEeeehr+gRCz5iWsDLw04hhlla22sx471ZoHjOmWsSXTOjBASfycezxkn90V9w0CLZx7TGvCLX36Lx/0B1Qe+fLEucd+8iofLM71XXEc4rCPfOjOCp1nnsL0W+lPx6LXsGZP1xxAkE/O5XAeofjxV4Le/U9xuE4fXmrIoGCv8O5fx5zZaROCc58Q8J/oYOG7WoYa1j47jQGsNc34X4BbUebqogSPPG83/nGEgcx2oQwCvN0Efw/Wwqyxvo0NPA80CZPR3nXNB2cXNCyexVtTbPcGbuY0+v301ln+7hQ0X9aEI8C4H6mLvD7Fi3lshAxjL7vXw8+YEzofdo0sBfE5bl9dX4JuXhuFdOR/nimAQ0in3DMcTPmFxQFUErSv2I+mN67t5jS0FhtMnlr23L9HFBKdVA3wMIqF8/3M/jN57FNG9jQNHN1n4eFgH2LU3jj7QBm0RQMGohjS4IzXzQuIWsWo8wQq2i1hBe9vDywGqju6oMuUwxNJ11B3MAkAli+Oac9RXiHLqK0pAgDe4anQGitmn1L1T/3XjIYCq9/c0u4gqltuJSjuvPBtKM99l1HOdx9SDrJFbiSzn8/zmZppmhk6V3xG4sbeX6nB7l6BRGENpO+nO7I4fPrgz3PZi4TufP7AEyFbLh2T47XP5DW5mWwC4Mmbvttm2vo7ROvA1HWajbYW2HfXiOI9LV2AQvDdtMh7iTL5txdbpc5f2PXUcgUCX1yyF4QN7TtsHVjTVeZFeWHo8K/TC8q4xBZXDcGYdBoqPCXRZMEtyIUHUPAbQtkTZEwDQvTHGyL3g89M8qOft/obPnz/jF7/8BW4vN3z5/MVS8r7//IcWH8BPAB4ROWZrVAtDtPDH+7rHd+ExpfLoSDV0Yy0HWDojmOTdJAOGyRGw2ds8qqbxOOEolQUHOIQKLIWsxBipfZmCvmKhbWzZ+twKYysaDDhIxbgyLERb6N4Z8cS0sTS4M8TsY+ZTKY/GSPUsB0CnGpFZZDSWnuYMhmOTFgirwBQy8w50B3dtAqmMDj2wBdBIrDcQaq8TIh1jNKwFPJZiPk7M84R4/uTr66t11/FCYlsVvVvo81qWamPrnyBQ1DtCJrD03sA3uh03HOPwYo4n9kpvNdSLlunEcRtmSDUKDjdCtjGasTd2P9DHCHrdc+GBOxRqoePSIB6GLRaj/WPI/7J+lyg8uX6WAIUZSTQI4d2XqhZLyqcQpuIoJinC2JNgjnJRcgwcNfcku9fV2iTqmmULz8z7Y8Jt0t6gvp9VLAKlu8eJqZo/q0MZxQPf/+5JYpFRVay5cccdvXUvOo+01OI2GjyC9ZAM1HTwYhclhUZ6sygkAOFcEQ8/yPW0dWZqadNm+8f3VGsdxzjQcCK8CNIh0qKIv92Qz89xS2vQObH2DgUMTpeKlZr216YuemehAERpxBBsqeDj9frQjhDgOwGfwqfTU6L5fS6f3Unjjx88mGLWO4sKWp22uaYDNG5hKSBzojGvx/HzZ3CHnSg+ApauEZAJHF2U2LK/P9AbfE3sJ1KsI0qH45E8oczNLtNGWWHilMplUWJBrlGAHiodHGewWlNY7NkuG4uxBXEZ7/eiAhaOl0uLXffybrufdDUddgGQjq7AmgsbWV19O4g5vBYH/EmtCbCb8bhNuuP77j8J8KgVzJl1bAaMv7Kcx4EEiyDA2x04MjA1wJ3RzPheYa0jaEU3ICNThbjOJavKx2N6iirQZeM+ETWIRDLtTBvwOJFd21rW4NFuYM04EnRStfObr6U7RkFjimX7dAOff/8dAOD1AF67gRCf3xRdNFKS+hCMmw3s9nLgcZ8OKzGlRaALGIe94KlFcVcbH1OgSKvEzTsynaqWExxez4l/h9NOgJeXF6gq7l/u1rKZ3zWju+W8Q5rg5XbDp0+v+O6773GMA+c+LSLH56Lrxj4U676w1gPntMgqGkCjpSoYgMm2MXdVDJfba27MtbFV8O03A/OxsFj01+kLDtw8vOX964uEsbnXwpxWFL11L+rOekIP4PW1YS7FubODKJuGtgZ8eUv2LAK0U/HNtx1bFM35Y/O0TbexjFf4faKpT0vaN4cHG1jYmF0NMZqyAA6cyyLrejeAq3k0msLqVg12my48cXs03uS2cRCUZkR8fr0Uih/utvbH5zL/8IMO9t46zvPEPidevvkWffRo0kEgV4fVTUHrMV/UBQm6ALYWtseK/KaMUXdsyQN6mnygU0+g2HuYI1Y8eVC9zEbYUDDD/6JnOMGDaXAhaV3/0nJe2nGM2qGunecUvcyBJY2I8+vcfXREWmfRc8x4ByJ6ChlNLjEWP2jsV/2Hg+YpwjcWmIVMO0MxXj7hfHtDawO/+PYXWHvh/uUNDzzwzS9/AeyJ/TYh7QXSD2AMk90qLmRWgkDvqF4Kg+nOTD+cBk5SMjMO/KNz/uChwFowUNHOTxOZTqp0TtpyZbR3PJsKuNv6bNQC1pByWgoAbk3vgq6Y58T9flpnst5RO8HnIzIC7/nzj+gldbaMKE7OwlIiT3MmtOyvV0FzHo4xcJ4nVDXBMwXu9zvevtwjSvXT6ytux4H7/YHvvvv+R6zDT9JtrbzJjzjIpFhwDe6FlO1oWxHKAEr9YjfKysRzI12MDRrixTC+tr17Px7dGogz/yaYo0VRZdt0MzrsnK5GmgRcgzCvowzjsSLltBRs2P45MpUkjY94WagrLnkUIAK2WTY8fWZ0b6msHtEAdAysZtFWugUiCunNFdoNrO4FY9U7TVk6ze0Q7DXRRfDioE97azjvj+jAcByW/3wch0UaTa9dMIZ17GAh4m3AECMqmkcRdU/CVwD7ZmGIqoB4xNNqK86PItuNRYOR4XxhjNq87L2Btm1OAECaK4jVQ8F1+iqpXOkGCmZDv2cGLhiWeipQsdgAL3gmMHCOXof27tmZ9kaBKJe0uTyPj1UHKnKMNgfbGKrn+tokGKuSS36oaYa7FrYI9y0T/77i9f+5HDQ89sZczOHPqBojC41Np5VGaGC7Zq4QLCjWpFWwMNbwoqLOK5p18rBiytWjZUbxqPwAqTwsT8lYpxVTNeebA67sKqkInnQBK+XEPBHn6trmWSnRl1oUqHcLSnvflS71kFlTwK8RoJwPRtgRHKmhsuCcAebNQZ6HHEWeHySZIl99UMnVGWpu/H0tjToJtr/NA38+HjiOcZERzzIkPHq+VxCUjsIfiqB2OuCrxUsoQgYx6ibeMx6ZcyGo1+B6I/JzPz1+pMghyajWcsm7g2MtFP2VcwqfEvIPzgGBYge020bTDrC2WuPcwaIr2rJoTHbBUhgf8sLa0FxjAbDE5fjmWieNqCqag3/wayDw7jg5RuPntrnW1j8J8Kh3YD2A77eGk+v1BbjfExxyuznAjr3i9T2Fx0ENv9/pei8jQta0fx+PBI6ODtycjTdu+9i/tgbTI3XCGCqgBWBt2XkYqOLd+Lx2Um8ZeUIxF2UefByV9lXtnvSJiYucmwD9tEilPgQNitGAWxNIb/jd778LC8FAe4U4wNAcgegeHRygDrwOkCjazKgjIJ+/t9efdn3z06tdI4JIwaGuAQB7bU/14n3sd8pwVUXbDXrYtWtOzDlx3A7cGO01J3TDI68sjaHWROIxhjnY1lqYy3S+IfDOvQuP07qomU9O8d16WI0kvwfX4PS1yhQuM1ZlC5anl6nbfwRdBILHVDweG9NBmq0efSZAPxq2Kn796wN7LTwe2wpuT+DtzVLvzuVpiwK0AUg3OuyewnYprD1CJcFjWXF0UUBLbS+WYEC1DQq9cr/sZecxjbKmWDLqSOARcwhWZ3tLnxN/8t8f13/o53+svaDLncriZrciI1ecl4ct4/LR6p/C9W0FGkFMxUYFeXwfuw219rLQM2SAgYEqC3tPdFY3p3xyEMnsJzIbQY2+tdILailoLl9ML7bi9GlfcfWL/t/EdK69o+FJ792di62qJNCtWFgGBmmL+6hauJy0jr1IOfY9CzubTmjP3nub48/nSMomFnjAhNs6a03XIb1Vu8IFAKIUAfbCmhv7PB2Y7aCUSVvY5uaSfseSCApYlNVENg0psvQDffGixLGmUixnmWMtG/YPHEKhBOoi7nh9pzMZxagyWMPTKwkbXZG+/HWrBRjA59PHavPPpjrOy/eKMjzneeJ8PPDp0ycLmNjcL6QPz4yJR6b9UEHEC57mtWsT+q96DSzz5FKVrSqR1MvsPtTVoR0MpBBI1Beec+LLlzfsvfH66RXiNvrtdoO0hvv9/gfXBvgJwSOjwZo6UI4nOom2xi4ZDLBBorHqYAdKAWgArPVPZLVqJRXh/RpZCg0sFhmm+c9bCRdNQaSOFxKoCOSQoYCteYakoi0Bk9bDyORm+SiS5SsbiHRWwx3B+XVC0Qbs+UBr1kZWRCCrea6+xxSpAUMex+ehzB39OJxPTI+8smgSlqdTm2yT3p6XvHuHaKalta3GUJvF1Ova0K7ZkckXnoYZ6xeFHuvvTtS9aYt7Q21TN8m6R7UuR/ACIYNJlJfMmesaMU1hdyQzoWGytwmi1voz5X71iCg3LXx1ayjFOndJOSpCwYUP34Wtsd8/V7Cm4hjdx8fx+ju4Utu6eTvFDV/5gTdIclMHDuEF53w+NhBRAmT4lBsccNzB99KPnK8/mYN7C4o5t6V6gN4xsSLPDREPr2o0DZgBa0crtYpJZ3bNFlP0zbvqmrKnG1Kht3Xf1k7aC/JfFTWr56bN0i7p/Wq9Y4yBOR9oXti1DwDiET+yIH0DXtQvO2MhoqQC3PEQ8GQvzleCP76fuKLb4UKxPuYLv1IthANkskDuY43zyt2cR0MYxp1KQ2huF2WF0teuueoxFfTLuY9Bl/ngG8Va1nPAvZNjIY+OUThNUYzk2N89+On3p4kWvmeDruVAZ0lRIXDl8qQEpuKyG1VjjDk9nAe5js2V1AtA6nzSeEvpmgkqcnjyojnH5981Msmv2c5rtz6PU680VPmP2qRcvG6aY0g1oOoCnPs/Pnda08Egt3NopL++ujHrQb5EkM6ZczYGo3vE6jnwiHe2ozVEEWJmSHXNrmJRGHk70AGLgLwUGy731jIkAOGYab4nu8v44QWtA5Cohvx1iPm7pjObdZj6ELw0DTBKp0UVwfXAW+8458QQuLOIDT/s70jN74ji0TZwe15rpnZ3N64U1npek2Rs+ofT6ba5YsFqhvk3dnOKm6P8LiHP51p4PB5ucCJq4OnesT6tNWxt4dxrAjALR8QMwXEM82rPHeANwTMWlSdLnKcCI6PItq9/Tes6joxE27ot6ohA4HC9ZZc5WFa3aK68h8JoaC5gTgPs1jK+0sRAUfJ3q6EkGMM62WkP9TgivHx7X4qsU36WLW3060BnhxFngJcuM9Y2wGpOzmGhxV3mgu9S6JR8v65uXeH+wWcXcfgzP3prGM1AwZfbDec58Xa/43YcYddZza9m6e97u9P3WneGKfh0CJshv6G9IzV87ivB9DRlsPaPL9qe253FEoCt/de7em5BX2YbNKadKBwJLjqDOiG4dOxUwijsQ5Yh/t17Ya6Fpg3DU0Sp8lCHD2OcvJNDCB5oXPQaqcxIFnsmnRuU29Rd0olT/qJeEn/YwwQoTRWuFBmFx7vPqQLia2Snkem485SRRGBnvIvyUDCYr1A871vlcRxaXvDp+ous/3Ey+xrRlaOyTDlFZ31Od7Bd5xW5+WF6TEMLGzJO2ZZABpeXTAGbc+KcJ34xfoHeBOe5DZiM+kKCtMMcT/Bsh9YcIBKvKRxzYwTUlAErGsNkCvMFbHqevg9nvARsSBaKX3vjfJwQgXWMgzWsgti/x/hxsNBPAB7VFbyGLdaXqGcRqfZLkIps3pJo3OUenoLASX0/kqqy1BOuY2KIfk0xgOTCp6eZ9GyFQ/tesELctiGZQ+olsLC2YrZm4Z1r+eZVnHO653THhjduY5uaDKkaZ+8Ioko1BbYr7gJDlq0Tmof4F/zSUvS22a/b23u3DmnbmLpH96B5lJEWhNPXQRyFNzSVwJqd35rn0SocyVVLn3CjgGyxWdjTRSH1xcifwnjTi+gM2hncvlRxBLROGtygKWsfxsVlbgVpgDgtSoO8t5g/PCQmNxUKBVB5wV7LmYQX9lNDxYn0m3EvAJoPzxhYvP82L7qo1EZokXrdAEsnA+/B4NWg2g8P0v51/5RQ33Jt0ilvqSUdgULtx83Zn8qx18T3f/Of8Yu/+uewjnTqC9fMQ0/l2j1pQYvW4gdN3ADo74HyAAc/OHIn2NquvbyIYRZhV93YTucKS8uMFMMmVmegIUCn1u1vFXZ2MKWiiaT3B4VYue5S1v8jGf/Rl3o9NQVa1WqSeqioXKfovRx4Euv+ORUyCtA6HkkrJmf04zn3j2su+q5XuDTOMb2XXZV3mH6Vf7w7lXJDUeZXn6fxen7RmyolcZTx+MKvRLdjvNz/7+9+mbNKB+UfgnuRKl7H5Jzkitn4GiuQISY5rogw4rmuNG0qT8QP8xXzui3h2Y7lZXtmB1YvUaK8NopUkh5L1NcP8MF/qoNGP1PUVG3qjmFG+cXg8JSceCOKRi9erNt4/yxLyuV5F8Xk36uaPZXdeuC6T0aB0Agn5hLP9b/DaHbZObrxw+GVm7MmW2ypr4oFhQMETvCNncUGwGwD8jxT6q1O07xPZzMGnDSiEO7sYIF/S1Ftlua+2Wa+4RiWrrf3wtwrorsAA5tuR4elyMBLF9hg17KCs8OjF6dHDgFMd7a4c9LiVsX5OPHmxVHXBsS7Us25rYi5MsKnrDXXTRCdh4P/k5YWcOqOOVRfd6alRYaJ01iwF80i20JeXdYnCpUXgGVvqwNEMIe1t0Q89Ws7wSK/53fSMrKnue+ywf/15zZNett+j0Uw1eeB3Qg5nqAt0qSr0GbwJ9h1esZrRNyVOY77FT749byEK7vi33XdGqxm2c/9+B/+/X/A/+u//e/wv/iv/6dWvL976u+yDofkt7ttyFoW4egRYzRKTbdZmKoRsafQMMy1W4S9OjNpzYqwW5QPrIqfSNC/AaViwJ1QlFK42vh0L8eHSuR+lFCRdBYHLxPnm8VEv+gSZuew8UnWyckfGz6NcQo809f9IXENO/aabaZObIwA0nynImi1/qaMluM7F/3DFQ3qMtXWMdC6Obhqm1BUIYvR2kzxZr4oQldRH3/IWnE5xXePNBtcN0YMW99/WOb4SSnE5aR6H56nz/fhWrhBJNdLIpJIngYXcnPH2RLAVcQpxV1CxgrtTpu7NSfmuSI6VLc68F9BRk6pywXn42x+BSGWwQnX0HeA4kQrU8qmLe9LQihUl0W2XpzNgAV/5NjWXlhrYu8V0UZQhI7We8enb775YG3eHz9BwewUAmnsFy3ED2P2Et4NlL/zGg26KPYGOJlsQZrGRxkHv1Mg/GY+DoIFkbbjarn45l6ShSNNIJm31wingaFf01OrjmOg34bl6E4PnxbgcT4AVbx+8wnfv302xdlDlD/94hsrLro7VCwhX7yqvQ1PE4RwolbOhybx5P7S1DQ4IcI6KXYGmZsFqpcaIzVVScqMuDQWSnmzor2WEHOcLf2riwFHvbkggYW0rxLCneiwoHVBAyt9agiHXHD7YTFKXIbn89ER4IftuYKio96r/FkOu3X1Ymu5n14JKinLnuM/EDL73OQ0KAMk9RxabYB0Q/Y3i5c7CMF3b737GMRoVmFpRl6X5qMRxbg9/FyQQlXL6z9x9CrnwsAKBcyZGKegiks4/WwXMEw9+VPw7P9dj3We+Nt//+/xzV/8JToFJHlMGNI2F5ZOa/vO1sNDWTl3nCsPIWY9Kh5btSjOLEpsgmjNZd7YY5uXvQl2hDaLkUKkdXYrct+AjZUKUVjvubYUnBs1XSjf39mg84P3Qoh0EjLaPydQfV1xF+AXiktBvXVbV4yyJxlVVBUkbr0qFANse96WzgOrWqDOY5Jir7S5dUd6JgU64rqo1PMODLR5qCA4TC64rL86JPL9XE3Id3iaZfIQyiCCy+RrUk6MrisBsnBuPNX6Et3FyUqeHhpQmcsnvaQc5F/8T32/Ouk5nsrLI4LIJgqqGTmn/BfwSN26xgmSXZ7qskrE5qnWKss5oRKec63xsh+94z/tIQLcBjAl09HmBPrhosBboFstBePFLDVxOiDQBNYxbwN6hFhOHi0ODvQS2E6wSe25h9e0CSW1CW6H4o1RGq73AIB4D3MWXeYeo2LOuklt9Aj9v8hbkkrR+2n8MVIpN5T903v3Av0OSDQDgbo3K2jNOrTphnW69euawiKTkenBvXfMObGmYmqO1/QSK7StG8G6WhO8HB3LaWrOpOO9FI/HxHEMW5PTml4QfAvDWS0Cx4p2LwBWT+J8KFaz1JU5DVwBgOMwwH8tSx+MdfZ12NsM98UIIxhgs4iZ+dowHW+wcPjOOa/FosmptyI6xjHyK4AbB8wiAcfvM4ZFLfVuST/nw9LlDu+jwHttBbrPqbiByfdrHcAJtJXjbk4zi8/y52t5PiOllPelKPHvKHkYxbeW1ycqc0Q+zXPruz3znGc+RLKuHdWq7Gn2Wj/747/9//wb7L3xv/yf/8/wOB9oveMYrpt6h9HjsJqmzfk5i/wz4sJ0RNvDBB7CFgDCoCctGl3aQm31khK+MO9KkVCOcWGcCNwl63iGxP6Jsha0OWkLxrp7Xote6UEA9OG1Li86wVUjjiEAYZsmh7Si30yFMnHqTZokqYt6OOC8N4gyKZKi+L0oq7I2iTmzcsQdAg4OiQMTQlCQupnJg8skQHNjo5Qp4IaqG/GdEnQd/7vvOCPPutbzQdmfGmXOAdfUaSJljK13p43H8Wu5S9WzaPtuo6Or/rjd4bXNRvNGRwp3KKwVXb8jGOWDNaKOckkXLDVCoQ7i+T1oFxrQaL+rMsWN5XU0aUc07JO5zogsbr3hOAbOudGHAOqlOubEtDaqJhNhtgYYPdo7Pn3z6evrUo5/EHikCtwfD3zz6fW6yS7cOplBdKCSXf72eInmkyNXA0zhoe4uRNc5o52qCQ1nZB6VJLpsgpti44DAQ6vD2Ldzm24s2bi9vOD+plhrQlUwesfLi+Bt22fjuGHNE2kkOZEigQ4ykHmeVowSiteXV7zd7xZufYyMEmEK7AayToSU/V82V+wadUWsGmEcRx6xebwIcxYqL63/8mwwd9YsIe+a0wSKFqkXagWQrGsUlT4BpCl6W9i9x7aJHGAR9zJzYwt6Yz0SFmvcmbLFukUOllgB4Pk8Wgv1bt6xjC8k3KDxQdBgGnjJuGr6m827M/6SwsPnAYD2jY2FhY0mCh0CmQ8/v1sbc3oT4OHwp6HUHZkGZ/82ZK6yBN0EmLOLEUYy0Q+YEoXEVKzGWmESpMKTIkSWzCZvGn8o4N4QZ39ck+vjQkhl5xe2jv9AUPwMDvPi+0bSyh9MESVQxHpCbbd43+5rxmKQkZF60ULdYDbrhCLJ7+9RiucdawimKm63AZEOSI/0SXoQno+Glnxyw9PT1PioJM3bGNklIgdJY6LsCgDNvSMmjCKNzj1WSoBd4bXQWnS3SBrToB96F7U+Ob6+KhKJQZSit/F9KljVGIg7SOaOx7wjvWsAI4+4zk9rVcZD3hvvpAoWmo/9IvTY5fjKkpsR+fQK1zVMcElErL6Ev1QAwjC+bBEUq8wPd+l19UKRfOId9UWDzzwVBL38RmUsfhfn4fHw8soSb8OI01hLqBexLmE0QN6ngGVU5PL3Kx++DLLcx2R+TQV491of6rD/1AcjQ1pHgjlqBYlbM2DpdhuYS6HqMm9b7aLp0R+OCwVQsBmBWqIx0BF1kVzvtuYXasb/7QUY3VL+z01F0dLqTrV6P8PTrPZOCqb4tP1t/IWyvAkwQ24Vta/uMd+vBCxuN+tcpg7Q0GPbWvNOu+JFkDuO2w2tW8OMcTyw9gzwZK2NMbo35+CjxA3HCbQDU+8WcaXLU6wE43ajTWFjA7DXxtv9gZeXFzzOB/b2+j+urz7eTuy9cH8zA6A3+753BzSdzBn50rai94XzVAOL/DnsBgcAn78YvfOzAEpuGSWk6qmIdLY2T4PciPpYwyO3cADn1EuqIqPNmHo2+ntzbXjWynK5p05bx0DUC8rINNNhWzMQrzerfyRiESTzoVFXyDoDatAoERYCR5CMlHrtwHefvU7XCPZw2b97M0oN8RJRwq+cT9lGu7aUGaW6CMdnLzSu/pmWH4CmXn72PH8/FLX0cztUrfD743Hi9bWhewdXVav7c9xu2PcZxrDRiuBSzNd5RRBSA7YudAyM1r1xhUVAnHN5ppNH2LUOUe/Mje26kvitTA5twIAYNGzZuPUDfZSIfZdTUcsNABzYggJH3yHTqo7AkyXqUv4AsPF07GDICHkf9tf2vBSxqKvevGkNikgVL2IPXHxBJoff6z7PARrR/MTHYjV8JZwB8X4wEIFdoZuXrghk1s8TB44aOyfUIweBBJCQG8ZtjtwsUj5/+uz54KTEOV8R4CXli05NbvKoO/Q0FsrEDCSxB1oWgJXKD8BJiRPsiMYB1JZYbe6s9rAxo9APixAMXWZvCCaaLKdn6zK4nFFzLW1PTOy50PoBXYzo9XRpWNbEbg1jFABwDB9DciLq4mtV3cizHebEmhZN2Ho3x2rV8/4Oxz8IPPpyf8P/+f/6f8H/6X/3fwBuBwYNdvXW5c552bLaJss8SeFhWTuqzDdYx6twSaiDBv68ta2VY/+IiwPhvkklNI0vEckFozGnG9NdQdYlTYLKuuf9WXFQiwrYHoBDlJwAC4l39Ga5lgwwIfLtIJnS64ZMj1Anurps6pI1Upe+Mv+ZwldAB5vY/Jf5jgF0NQjY5rnbuoiFVYsrBxIuK1h0lK4AhiASyH4f3aKpPBoDMONkcRo1CTmAExHs0pqyvnl44TkPbuA3zmMxhOqSa+TpPh8KXcs9XzcrPNksBP0YDZjT8rdVrZPPXlgTOG4NLy8v2A14UPshg9g0BuvPjzhEgOaF3Frz6I9kj3srpiznaW5QqXVEab2nwVqQfwqX4MsfCLyaSvKOGavPERALZszViqmT6+Zz9GKw/Vyjj+xI7VTLfyjAo6OVT0AYrBT0riyE0QsA2Njb14eovvp+bh3nOQPQXedp9LY2LOTUvAVc//SamRDvBVTfQOTbs5YRv1U1ntpGt65VTt/d24qGJ3AbIMRKZwyvLrNj47Cb40I7T4LSdEUCiqk82S2SRkgqobRp0TkCGXB+DfKO5COC9MDwMFlf7hKav33WmhWutTUw5SlCsnN5gw/XfB923tRS78e+b54myO6dEkojFgW589/6bh8cAQZVgEo9oN5fPgqEXm5DhwMvqnNdQ6LLnJNWFaiAM8dRz69sTeF7ncBTU/TRsE6PbruM6v376dPY0sDg+6kbqprrEMDi9YdrjuYpEF5Ynjv5oi7/HQyAf6xjTeDNjXLRBJPmNHLsAPawej+3m6ftHIBMjwaBk6m/yvDII1l+rk/+nFnbqBaGBpzsFZjTu7L6TV8OAwKqkyUABF+et4eN62iAqGLujZfXF/TeLD3rzXUyMYBo+fNXsaqrSsKOozE+FYw+rH6SNJsLAMcYaE1wu1ljjXE7LPpzqxsPDW9vJ87TQIXjEE8hs0NV8enTC84HvbH22fff3QOsoSjl3ABWKPQYVm9ojGF89XHit7994C9+bedbE5CO3kek7FkNCY3UrjmNlm+3wiapngH47kvSR4BDPpZz2j6poFGDpzlKRgsFbxbxjm1GBxAznqPvhdjnHFu5LECorobvLNbggqdWMo1tOZ9tBvI8HsC5AcztgKPPo9dZEqdztIwKEhOD8Z78/P4AXm72PABROgVIoKwBFpG37J5yZBQW55a0TtaW9ZD8echIJs5DAEPlnKrVmeZ6ZYuUlFV/+3M45pr47vff45fffotPr598vdUBIsX8YvvD9MAVOsM4hhWVhmC8OkCkG4/7Gz7//ntIbzj7HffjZg7kUifpdrvZw5ugi+2p3jv6MdAGGxTlQjdHBJvXZqHzyFcRiMLbM3QvRbYw767nsuFRXUER6xh6belegbFKGYK1C5NznfxStkXVWsb7uMU3bBfr0MUocqbHqWqUSuAbAer82/5iDSV/QAGSaC+mvRVjZVgjWAvW5OteQKPNAd+scWsy7aL71M0WwJFcN9lX7IFwhMbXWhgY/326Vsou9E2qgG/iZwg4LrIrLmuTukAF3va2LuAKRIpl1KlVd6IO62J8+/SCdb/j83ffY+2NX//lX+D2csN33/8OfQxIW4CuyxigVvx/6w4aZQT2RwdLzHz1uOgzT7SGZ13bu8Z7bbK9Fec58ThNHvZu0XV77dD18Xe06X7CbmvxTvGSjYhv/TI2mBF3cyAni6mxeCxCsAO5eZqHMqvAo5HWRXFOhdsiRpqj0mudFhJN488VmfcKJvMOOVyXQqUYsSoM3KEya1fh6MOLtyHerXnaUgg3fv9sdPgPwZN8nzQMn4caYXf8nyrC5gWM6QJOPAKIv0NzIKcrWOVdxUQha+xEChXUNmpr755tObUdva9ULrgG5T34WRqINBg85WB7oWKFe5TNqDYF5AXoB7ZunMs2+/YQPAXQ3di0rj7NvKJCoZGGCxWZ627LTbb2QvMqnsoWmzTIC0Nae3rhTUCEUVf+zvuHNx43uxVJFkYLmtG91QwhH5cAwDaB/jq6pxT6iAq92LjUAdcEB77mE3uO6oN7k41ka051Gno2wSlwLaSeHpyfp+/tsmc0I16yU0G8OLKOir67x8TGY93RxJSem7t8qbBgKaR3zHNiTW/3qd5lRI3W5tyY5x3HsXAcB3TfzJgaLeYbaOi+546bGW7ozTsoGA2xQ1BEzLihlkpS8bZxP14ApKIQ/Ihjb2sTbZNRQcoyR0VZCB1kv/8MSNoMHYP6SKhRwdgQSoKvnRkjHmFUaLxJw7mpQnrkY32qWwtbjHe2ZfewaFVcQECOYW92PLnOE4EUjuASdP0VtlD3KgFZAaz5QJEBH1wJRgom6MJP5UNafQ9APY+F66Ve0qgCk+Ly2O7BSN8/pGeo06Ep7zvGAr8zlUYRdjfJwcT+5DWS78uJJvBUNFwA5q3efwKsSdQMbSclIzdPIzs9oHmuidvNjKH7zIjbJq7S+7bszQoSxzK69SrCCBSPlLjaRAA8padEPxHIYYFlpkireuHh85oiFYcCj7cHXj694HY7MMbAeS7Mhzvm1o6W5xADlEZzMEFgxXQRtgwAxTlPSB8R5adiAPjjMdGHeUt1sUCvO7dEsL4/oQrcbg2/+NW3uN1uOB8Tv/mbv4X0jddvvsGcM9JzewduUOyeRaDjtdSKTr++AN/+8lvcbtZq7jwn1lLcbsDt5QYWrzLdruG4HUaDa2Oticdpc9x7RooZcJaOAKhgbjt3d+DlAG4HMIaleQEJAvWW0TNH2R6mlkqk1/S2sRui6HakpHm0UtBBBjqCeHrvHV02elecD6PL1oBxCGRa2hk7BVI8vLzYuqrfk0BXa94dkCDR9ogsXFSWeIfQPepnuNKdqkXHcQ8cA3h9seLOn79XPB72LgumTx1e3bras1sz4FoL/XXx7+DRfYVFLrw3Tyt/f4rJ+PkfavUUGZniH7m5ImhiwMWXL5/xeJwWVeGlPLq0Ek1hNcbWXvj9736H5i3gBQDcZrDmHx2//su/8LT8ht09YhUWncQghCbbr/UY6Saxp+acYfwfxyiARE1tMj3AJMl0zY/p1CZ/Wm/xtkaXBXwBIO9W26K0jCf17O7lG2urR5jsXd67BeDWpAUvMXpPJvusVzC4gg6rWKy4hJvIdAdz7kukv9K+ZIYHYMESl27PQitzgF1M2+H3rnadmgPchCuZzLO+WHSwWI8fc9TdVd7f51W7g5jrzcZ7ywh9hTlSrauwhl0tYhF00u0Ha+HxuHvQgDku+jginVr9lUxIaoB6dLhyfdLOcp3r/bDtO41VMbrbdAZSAEqsn+0lpueXZ9kvF2BIROx98BXbJMAjs333Xt4l7oSq4jZMdu9tRbXDnofgXNesn68dPz14xMP25PVvsDgxo4CMELtX2ocq5vnIxWEBZk81gyI6NDDXnmiruLEmamkl1Pfp4TR7SiORX0QClbPhhTZjf3PDSXyQYI0mghiIqgh666FISM+cWxuzFd1mKDQ3M0pVeEr0JLKkyGj9p1kvhJFHCVo8ExCiQLO0DXjLe2x4F51u6KpaYUejYS+mDZeoothLr6B7LKkJlM2WmZrzXZmcebNsgx3DhIfsBcE05LeRyYsV4R4H+laMfqB3EzxbBV0B9ULl9AexXaW4xnExVrWYKe6tJB3GZtuAYlmhYhGIx12rMzFjHp5+5HRnUR/Nay1cjS7SyrvDBxkChgArAJWGpVmjRri2mi3bY+6pvV00sWI4FSZSbcX42DSBdO89aW4iiOJuNkBqXNS+CgCBq9D7OR18pTTQqWwk7aovxvIQat3eWaZtdO3eIRCANlN63Ns8xnBPhnXM21sxjgG4gmWe+gNLF86H1RTbutzA9o1EYS4S9FAXi2As4U2+jwjce+VpQ1Bs7e9e/gJqFMln+d/kaWWyqnAV2L2rdkbB79cpW53Kdcx25JgRn1Bpy3V4R1r+ghTZzhnt461WT0AK+O+XvLy84PF4YC1r4QtPHRWiC8HbHbxRiZSNnLK0ZOrcXM6pPOB5vp8tcN/UBvzaxbusiz7ts8vao9YfS6WudvR8BxLDDIM6DHH5IJ1tbeHOBxOeTIc0eriMPiIumljRyA316Hd3QKC5QsQucW5uPaWZ7V08c1VJjTnQkPeRHxTzonnddYqwoTj/BKqRPNipCogixwI3CAYsMgPAY26c01JBtkejBADgy7s2cF/5muQIT36diCx6NtafmxYCWei4eSQjt+zaBjpwi1Pk9t6yDpffpLeGdjPd58t5D/Dh5Sa4HabbTQfFWgeOPjA6w/UNjD3vJ6BAh2AL8MDC/T5xv0+cj4dNXNGpDDQyYOL2cuD2cotWw7fbwFRFH9adcsmKdI7o0OW2YgUYEixLEBf+76cXwfxyhthsDeijoX/7CfOceDwW3u4ZKVPvKQr0TpDb+AxtLq5xa4IxGo7D6iOK7Kh5BU2/V8h0RaSPQyXG3pvNMaOMmBVLMIuHAY6m23x5W5YCdwhuN+sy1zswbgeA03kAxytAB27Os1QTYAmgJnTJVBuAjD6qckWkRPLoe0CG1zAiiIGhrH+magXkQ/VCprht9dRP2Bg3zOA53DYgj69mXD2q+CuPuEQn/TkBSCKC42YRCa0LsL0g9bYmOCpWnGvOE3M+DNRVT5eHWLt5OI3Aagf9s1//Cq1EPdtB3VkwHyd63xBYJytzmmzPMDmgrUH7duDSiNuiphVTZuhMqmoggaeEZKRJ2kmhR4ecVuRq0kaQ+DfLOLxfZbtfyrEEX+xe253b2BqRW7QjCDQFYOFyX3jj9wtjz9wa8iPADMn5DlChNa+1CoQTOWwPH2vrnhVk8yCIobu9bfIpNLXg+YoW2RcE3BgZ5oInhJzfUACJXFxOIDdfCimasKyI+N6O4mjc7mZZiTJPAguKeKdvQV332OV9BbS/eZ/WOqykiNnA1QG4XYA3pl+qlueXf8ksg74Q88LSENdD/b1xfZ/yXh8d/PgSZEKQKXRJr4c0lwdYqDe78Kg9T2XrBNfwZP/9wPGTgEeqisWqf9oBL9BEgc0l39jo/YqUxXYLJdjv6QQS4fKa5wXX39cwv3AhQM3ojTnXMsHx0fsjBiOOPmYtHm4uMo0kdCrhgLZuYMjeGQEkhXy4uVkJPoqSPY3hg7FJ2fzb37H1lsgxEMzuup9M+zSbwO6hYqBdcykvoAIguemVnmVHb+WG0RVbJ7bSw2B5/2arTTMCpEOlRS6pRSRJGAC2Bs3qB0l3O0WLQQBALGKrda//0sRaFati94GuaoCVpr1km72HwV+tJJvqBAKvjN87q2wD15q2Mg7xPmbJ4KTc8wIyBE1L+T4vUCC6atVlDiGHUkTY721pMPCw++bRarzb3+FwYanIFEAW+K9HvGEwdkDX9kKlWSSb9UbmXj/bmkf1qCzeplyzNbZqRJIuX8+5bDa7Om36/1SRXRY99dYceKYBjzGwlzFn83QZmCR7Yem2WhJFuNYIjaQxG7HuBXHwijwwhF2h7VwdDSWA9yzMNmoK2DdZGygUaDcgoGaYyxP9XAAG0k4oaZKfX+76tApkmgXMiQUC3nV4tTuX+3Ocfn4jSBo6jitKHm3Fg3MIcWUqHl3Nh+ejbGzOs+YcW42DpKHKjyjXbCY19VjywZirsj4ItemigG1XSgGgaTdQj2BQmXYCiXFrsflYIqVjTuWRGq+XcyqhE9FzWztzUs7W98ypSx6ffLKAQ0gwgsp0jbyiQREOE46L1qffe4PK78aP1IH+UY8arQEkKUwHh6Ae/SBFtrTsVgXYd5f7OR+qIqZ2D6PeXcEjLkXR56EuP0O/8c8jeJp0R9vAL6CxwnqTIlY8G6oYveFcqTBbKqt1fjlPQBbQZRvduTyTBquBBGvpzni35UqvqnqpA4uFy4K8QB92n/NxYp4n5tzotwOvt1ukldAJWXVOV+/sb4ntgK3IiAIxh2RrVixY9ozMBJufjfuXN6zTaHN0BynKdr+wAMBNEQk6eMbge6dTbMP8DRkZfE4DaGtKYG+K3vSyvjVayTFcdAZSlOcCOyOchim3e1uaTOv9QkeLKXFN8em14fsvK2jmmZ2zjhMzoWutr9DZCntnLaNKm5wTAq7d6ZKRXMbTEPugbnXujyhArrlPTqdrio0LuFpZa7lfTU+re04BvOHP51h74fOXLya/WJtlrpQv7A7dutdVHaCd0KThAEFO0x9YtPfTL37haagmK5Yq5rKmIXTGstB9dDjz6KLm/CbXySTFVjp5/VO1aG5RAZqDs0p5pbWyxtORK8voi2ed/L224tkykT8qLvtdpsWt6WiukT1azuH5V9shxvM8UvJgkZB3sTn8b6upSoRcXWntwBbjXbtjyM0YVes2twoEY2vw/s8TosPHIW47KgT7eVRUElJnuqhNRY95vuYy//GCeKfofeWweeMellwTINLR7LYa9ReZzmYyr8X5dUXCi1KewXsC6ilf3YMYJHgJ3yZk54WZFEcfn/SsFgMF/NH4m42vaiQ139k+vzrkKgDV3GG95gSbMNk+azGM1O013+dHHD9Z5NFWheyNvQQiCyoNe1lK2QVh5b+OmtqYbbR7p9JB76dobkYpixFF6/m7r5bs3Fy1jEdG5qSEeg5FNKHljKMJsFsQmXjIYGwFLjCFEEyJWYsM8T2R2F+pTQqQbRFjw32w2VybIzsxXmU5/nYJI3F2AADvDEH3FK3tht8wprc9SZ2RTSR8X1W/0EMeWzfgydi3v3OHdDe6Noy9tA7VZaCRGuE7y7/sFBEv2oV9JWKBE3i3OjCSubqtNWjPuOS6iUAD5N0UPiHUVOicZSRzobbjyHahC44LYMoGLutajdZA9ysX1Rwh/Qc2ZZrGhZABOmhJoIeVJbUMpDzPgKArndk4PbWsTEYIIACogk3KvJHBcryLUTHX990e3vpzO1QVX377W3z69a9tDjaFYgueEZxBgaZmiAo9Liv3WfOC/K6j2HxEoWDxGkhWU6xJ5iHbunrkxZ5YanWJLtufayzw1HMTVpHmSD6T5H95Rxuh3ceMgmePzGVS8nKhyhB/2vqHov6srudcWSH54q/J/4CgEmeuJpBVoCwDofi0JOwP1BC7z7MOwn2jCGtO4sv8NyK63rOH8pFcxlpP1OcOmBQJqpmyrfzWxrE1U0AT+C+sX/Jvgir0+kHTeNnUUOIxvr5ezyq8jbxtonsXOZZeUaRM0uS5GWF7nWOGRNdaCxzO87X2977cS8taaH3x8i5mKNjv5JUmSWw3RNYkx6TexUqvUVZ/rKMW7K0HjV/rIIqkeaY5ORvZyCVuML8cm5ZWWa0KYJkIC6P5vUjI5wPRecuuTzoSj15pnvoXP+o+OS+ixMgXgaA3o+UxOg5GhcBbcUNZftG7Ybki391oPMz6EQjWY6V3VoE11Tq1dotW0LVDx2JtnfOxMOeX8Mz32wuO2w3z8+fYa2sFhQEoUSfidhZYGFrcUztDkTeDdlg9Tuc1DGLe5zSgRCz17BTrkld5qYtrA/ga3LGQ6/B8bLVuZrdbj5pqqoq5ZtSsCrmArHH17qbi2luzyKMKjnAtzmkpaK3BOgr5u1nU7Ipi23N5/SOx1L5VQDSmqLHG0oRHca1Cmz6u8JdSDojV8YqpKipTBT6ZlklgjHy2t3T8MMorQFNP4+wF/dnwbmwfPI8+BkUCRlUGAllZkzz1jx/b+NMdujceb3erXQuARXlVPaXdHWK3o6G3GzA0jFsapBHj3ATSWc/HDNZxHAAEsha2nlhQL0NiKWzN72FgkelVrWdpE6q+NjaXdSKx3ua0r1I7N4ZeFtBB5ZDpZHz2n2tKujxt0nL/QDypf7DsRBK4FD2eDDuiZv3G4n9faa3qb3BZbkxEAbBBhY0vo2ks48WAX5seZ+Zq42poQBvQBa+xaXajCaMs4txhncG9jR2iHADTRMq+KQrQ9aBcdz6d5xVeXKMsfvRR9U/N4TjdmL5cnWXqOjeiRmiTrMFrS1eYVLxLrhXgkduwiM3ee+rx8T6SQiU1rBhjTlg6R5/18SxFUz8DDLBcSJ2KEfpArd9FO4601VrD43xgLk/v7B3jGHGe2fC2T3YBrX7M8ZOAR82LHRrBWpoTZIXy3oqCTsNneb5sGuTmZRqqMbEx6coNxg35ntxis0v9+wOCFBSDmZswbnJBncXzRoWx3EGz7zeLiOefn0jgQfw+xUBXaIBd3DfKTkA0FC7vJNlZKbiLROoUmgI7ox8AhHJe58SURctv7N2KXWNtLFlYj4lP4wA5jmqDMmoIAM2gfGW5zpXnMetQrC0xdgqCReNkX2txEFHlmCMss4l1ZpAW6L64EWHFplu09TTgjRsLuPgKCgDEFwggph6Ky6apqSABmhSFZaunO2qOPRhBzEtZL0WkDEQEiZ+/t70TRx1eGI8EaI1pjKxNAwMMtM6lBJOv4wkwtmyD7fsvhJqvEdBNuVyatcBiG4YkSkPe15fM+Gd1qOJ3/+7f4vjlL6AiaKoQbcGrGt21QPC02PZWxd2nRIN5Q4Qp7CaLuec83WZhY8rGPJd1OBArYjfX9k5AwL4VevK1gIM2m5EhG5HmwzHwmgCMwnvhAgoagi7uH6CHDZpgAXlrCkEgpJTf8gfFPHUMTliZ8zxyLDnJqUdUM488M+794XJ+/H0VsAHOVouB/Es+vPzp8MGJlHch37bfn8ESyqwEuH0aS8q1jE5JV0YgqXvUefTfuWd1N0sl4NcRKu+RHfAo14uCYBGWeUunseLFDcuK77JJY4h/g197QchdgCNeB/L9mJNC21zz2FtJq6HSR4edld7/4Mvl768cz0Uz/xhH8ZFdVF6L9koHMWVLsB3f31GnRUsUE/z3QjK7AeIghkgBkPzaZ5VFfGwdfE7RWUQwhqebewHkuTheRYdgRc07p96d6brHKHtOvfD3yvnIujtGP601jG4K7dukfILx1JXe+xr1SprcW3G/n65vmE6x18TjcbcwfY+YrYALYPJ4qxXaHt1ArjGAcZihOs/swENlW9GsMGohq9bEu0O5HqyKvjWimBgZvTxFRERxOyRAK+vaxsgbceDIQJuXZvU9jZ8qbqPhjPpodt/OfLZioDjG4+kl/nzSBgMStkUSkcb2YsQR3B5d2Mu6xc3ptRlh63nOhTGQRbD9vmj2TBVAyv2pKnn5z0tan4jVSKp2i/j1nB9sO4cplj4MN4ayxpFM4DFTjkQ0cfk54OCRlP0Ho0l2Mtzl/gIzkiqYxJ8/Pnf5aQ+Cv8PBHGjH9nTL3rx2jANL1M3FddVxOzA8ssgadghkWLexty9v2Kq4qT1j7oV5nljrxO3lG4wxMLwAPVgbCWmnhXOONlPllMW2QvlXi44EBKyD28BFJkWNQQqvWGB5L+4BsCuzKLIRkrpcDZrOjl8txkTbxOViyDmf3yLnq+M6ha43V3CeBqWN1WPzWM1W69gLBjEIvRGwTnadzqhMZ0M8msyZ+u+T0HgGF571rotiyPm1+R5S7CXKfj5en6/9+kFdJvVd3rPewmnhMlTF1pW6ZKMtYwOwrmPX8T+DKREFewz00SOIwHAOyfe5TJle6afgAdSR06H2tUl40sMv99646P5ABhPAs5OWYSuA+N4evkfUcQuW21kxph9z/CTgkTEVpAdysxWh5cNyMxiTTsUZAKwucxbhVV/xOpHC/zoTs6gguJTRAE5aYSTK359IIsAcKtPbCqjVs2qomDiT3Ko2VjWpRKLg2GwRBkTu4OQ3aeiiUey4tWbgbhhvmxNANnLVCMs8LBbsZuVJdCxpmAqr9eERQqpW1Hn0huM4MhLKmf57Ak1t06K8xA1JrhjnGbB+wNtdki2imURbtODc2Gb0ilhHntWAPU0ZAbB3R+SdikfYqOVLs4Vla2LrjI6sCbUjhFWlObjPDSNQDDyHVOqlU4J6IWzv9tabhzPTcyHRPU/V2hz25h5sEUTR8GZ0uqW2aiRfJUE8U50CQmHmXRXIXPeODhC5HM4gwZDejqXLihgq/SkSoEUfHqXlYI6FMS6nS33PCpxhR5QCvQIggMC9U4zhKEiQDKe3hsf8efveKOAaC06vDgzfB+Ir6XPlQarQvT2FzedIEBEoEPH59DS2bd/LUtzXA+d5utpgtLnmxjz3Nf1te72isCQBqBWnFjHA0dJ/d3TmATwcVSSNefK1dwSgQauCLJrYQAPH9vvyqKoGtYKYFFSw96Ohep1PKgQaf+dLxPZAdCSL8aTg22rzaucaLa6w/vwg8AP5EMDkvVRzN1YQp45Kv3Lf55ejMlKjXWJyC3AEEDQk3yWIlaCx7m2pimB6iM05780IGvJtgpN7KeY5rcMHjH9u2Wn8c0SqodxcZWlGFHGi2D20GteAiyfKuWCjT55T5w0VcLdrd+wtKouhO+fEO0+0PTb1dBmbqe2XtQmaSoDua4f6HP6xjzeXKcwa4vHSTc+PqJGQPakI0zD3qbLICrjz3MmT+mQHIANYp50gPSM03tWSafY9y1A8TlsHRnWo78d5pqG/l4l87Qb4sDiuHYKNGfKkdiBkiM/DxURzR3heuq39PEyeVmceoxYA4HF/BACjamrQcWsAOhTmzGles+HL/eEFfS3SutZ2JXAFyblWn88AepQNIeCdThv2+Rnz1AsYSIN0N4QC3sTqBTUAj9MUbK4RKzucS8Mb/2lY6j8bqfTWsLq1ot5r4WQ0AKwDsOoZkUv0Hj9jpErnha//9MACq2cULsaImtk+tmMg5tv0ro1DDVTasPucp0dW+TPHsNpPCuB+33j7AtynFQEfI6ORtgNAxssVrp7EmgAJMDI66Ticxgupcc0oDtSjkaRLNDyI7/y5vNwz8yzIwJ8dhbMB6LSoqY0r8OT9wDBhkUakmY96Pf2cj+M48M//6i/x6fUVx+3wdJfljkvxVHtgPaZHG7Wwj5rCdQ9vQPPY0JPdqxR7LpzyMBsJBsi20c1G6s26wXpuJZ3IIWUoYmnQA57i7wCBR+p3JzYtfA9IuWvyhiC0pnwLZlAEFEPYFBcCJK9QCNo6rE6MLmwHFiBigKe4Md6vek4GJ+SjnsXYxUYrgMGeE2vtzOgRAUbyrRicC4ewc31c4ohpcxuh7+1CgEqHUz43rZa58DnSCCc0tNjeQ1MYcaWK3bB1gTUzuY6py9Ga+WAivnJEbeG9YojUIa1enJT71+8TpLlEYavHMbuuFjTnehrncC3L8WVHQDbAedZjn1bz3Xf1+QwgIEbSx/tmJ0GGvJNmJNVau2Rswd/hum/2XthrY4yBPkaCRUwZVU9tW9sLvD8p9V85fhLwiC9iNEZFvRJLvvmmweqrXhXTH3N8HZ17+q4qmOqpAkuBVopkPxsHKGMJIArhranH8wIDlq8ekTLCqBFAm2A/NvptYAqLmokj16nWhdKFpH2Vgmg+8ZQ5LZeRkjxz+J/jmOPtCp/IttrWLcE8awb8UbsSYxJ7QaVDDs2tLuKxyRu7b2uHoWouKtdWnVfZ2AAPH9+Y3v81eBTn28dniuCAaovwwi0bDdsinKBRhE40GbL5RFPs29rZAFjgV8XAoO0ctxcgUmERcVgbbU43PhXaxd5HqawZ0HVpmkmlFmms2kvDhFvvVix5bYgojkO8wJ9aUc+18FgP+x5y0bA3ix8XBh2Gk6rnpasxhtEjeZGpg0Y7RP41ujBYJBhrUigE5llqnedauP7ognM/oF7FtbcG0azS/3M+FKbIJ9VsyG7o3d7/Yvi6Ur4b0Dw1aCXkYwqFA+kCmPEyJ9AHtCm+vL3hfJwZqn0cJvw2jIkzl3qe4fVoYsUrmVZKj5qloVmcPrmsKemmMXswMlSvhl56beBKEK/TKJZrqlFRtuzBH89d1BVwgWWzAArLdwa+JihZlYW4V+8Xo5gFvN+1XnXBcVVE6tiKsJUCmvB8tTnNqCU3yNjv/ELXoaF8DFh8AHSQr1nXSN8zBILchd5dvjzud1fCuysj5M8sNg0AlgLJDhqyVoy/jsmWqqyvrADpgaqscJZcMQXA7jnxrg4A5Xo44O3F/UXEFReNOUCZzwvwHHMjIY8V16XLKLp301tvewGW6rlWGw/mzGi2T//YR8GGLjR5WgYUtHs7d1h0iM68MGq8+F744u3dm3hHK9dLdJpRz4z9eCCAPkr6WZnHJmYUExhaC1iMxJBQKaL4cOs2psdE9G8/ujnITKXb1qzkEPTmeUiqUGxoWzgG8Oad4rZa8FvrySdtyAvW6RC+t91zT31tpx7xOKc5cby4K7DQ2ok2Gpp0fHk7I7pImgEjYyQ4NR3AWR5xYwBEcwBrWbrdBvpe6N0m9zl6Cb5mRmcLt9vhDTwWzolLlM05rSX98oLnrTmYcyAi3KHA2htjHPjlL+3daSjsvfF4PGIMptuYc7a3htHXu1pLrI1EUKa5g8H0gY3b3lxKowGFlSUQoB1wXUCjvwZp4363+RoH0EZzTzag+8T07myUgST61qzrIIuxUjc0PdaASvi80D8aMmDZeCDeuY2FxOHjRPK8fgD7LKooMmpohfFW9pskgLT9fMdfL/uWRyv3+7M71AzpvSfmqZhzWqOJmc5eAPj0+mJgHayg9p6K3Rq23swp4roznH6Xy5E1J/o40I8D4xh46R1rIyKdmjugawZC7x26vLEONPQ0K0Dfnf80rIicVahH1mqMuaG7zbK/v6eO5vpNaw23cdjzVaGeniRitltEhdDoF8DsC6+L5qC26fYO0ApTbW1MRImuESbpILsUYPO1KAtjev5Sq6+2vBuaFwhvJGJ6gDTTm0Q1ww5D4BqwlaizNwXyNOQOeDjgLmPT1Edgeqi9mtv7PsyPjHlBwQKe9T6Pwq/OrB9zMOpqs6Ba8L3qWLrCIKGflDGGMw/JHBJ+iQsBWD3T5t3bems490YPUKwa6JLP+2DcNfIo9Bnap6Xek+DreAf5HfV7VcURHdQ27vc73t7e0Afw5Yvpl7eXG15eboACX+5fsBbw6fUVU5nS1tw++HFr8JOAR+c8PcrG2pdGF7ECENU89qdpcAOkoXez4ioyF7qsM6PWmoFPlJS+IczAQCCc25mWuCaU3dHkQ2PjepQFFIvE6RsY9JbvjVMfmB7V05pgthu63LB7w4KFGI/jQIOF+dqG3bjkwH6wU37UyIRCd7rHOTWaS0peNWYAB7NagHeBwnpr8bgHFAqGQ+4AQHo7sEWA087c4prTnqbZNSvGbUpgC0OoiWATEdVsAwrv06DCMG73Hrmh1VpHkx5g29ThHlXFJdaf4JkCHut2nTNhlA4AsToxnr7t75/pHeY9tWJ+rQnG7cBuGcnWpAGS7S3NCLQCgmsZA25HD2R6reV5xsZ0DFAw/1UfA0fveJwnxjFwe7nhfJxYa+G+FbfjCGDJIkRMMCzd1sGit6yr8kxHHzGuoC+JLnWgl2fDlQGCcj+aj/9sD62/bYM9dgMa+QQPccOleZervWF9gfxcp1+rX7TM4PKV2dsNIHTMc+FxnxiHhbyuOXG7veD15QYVxfBaXtb+2R68dGGvhnaJIlGc54neWPjO9sI5F/bcFon2FcCn1pVTJaiCd6xZY38RiHBlkQha8XDFY3huAMZ+vZ/dwpT+IBVNyj34QQFkIsz6soASz7noHvHuntPO2l+URa7AdGQ9JY3/+tN9U9QaCoixpDL5tUMIsJ4LjKzJ+6TSwqdG5rzLs81i9JrXGH1pXCs5U/avSHhmOSdU6rZXfWdrVp4vMGWK6UBsC2xscAdf5rWhZMJf33/fmrVo4vnxjn9AqvnXR7vhXA9UojA5QO+gcPKM9J5pNuTa9jbJP67l7D/mkTWFkrrIh2NpGSniYAex3tbMMczOWaMY3PD7SBPoUMiyosaDEUdw4KSER0iZvgXg+23pErvnlpYmOJrg7c3oJQAIB+NaM0NfpABb0IheE2/nvebEnvsCaHx6tXcY3pZ+jJbOpa0eIpNjlZImAyD9H5UGyrsqw2M8DexcOYfdAft+azbf93sACAIDIZoYELNhwAy2vdc8z7DLRK6O+bWKmrTV0r79HUZLwGouA8Xmsu5gbQFyOkA4jPdbOsSANODLd1+wAjhKKud8WTkAQGHlEto2p1Ssc6UtNRCxD9NTCAizjpCWd5Nm15yPJBwCMQq75lFZn4/R0hUHjuPEWnnfrSY7qzgSt3X3At7ebDnHYQAf4NFCu8yxWoe01m3TLzVa78Mjok6v6SSItLMKGpHeKUEOfwY/J3jIvdmRhlGNQko5ZsefW+TRVsV5PsIJLiI4xoFjWETcGAPSBOucyKi3jT03WtsR+SMimGt6aZKGMV6tTAaAT998g9EH1l54ezvxzeuL7e+ZGQu0VWQDMhfua5kDyGv3MPW6owU/SIdt2kL2p0sN8cyKJ5soACE/18D0FVEZ8AZPrfd3+rCwlu+mfWn2IcEERnhoPOxJ54EW/vb8XbxAIKWpChQ55/KbgmH7PFZwgRFIAvu3Kbxm3M6mSa6iWLTydh2Ysir1nquDx06IN1B9miN2lEt7VIT6JnlVBnJ86Jj74Ej7sWAFF3CKuos4PTlP5vg5To7d9Z3MuCAtXXVO9Txvgv32Pq08V96phElu+V11fEXaWLPoH0svow7GTmnAOAaO2y0cCc8Hs07WNIHWe8dxHPjy9nsDhlruV96/ESP4cdP+7vhpIo/WhrrHQFlgmYaOS6/taRgCeIqUK6TKomtmYKF08hKVqM8Vi9ssDx6hlCZBW/qJo63bOnJZdKy3aQUzbxI44eZTEWvX7oa+1SQxE1AWMCqDggbCvt2zDJR2tEXDM+Kwrmhr7fJdDZ3zuyouQND1yPQHFCI0IJwuSKRSDyr7yOeIOJCj6QFqkkYdI3CawFEcQDvQrWBe93Ai0ptsAHtDpjFZunFq95YGQRsNsjzEFJmPbEZ5oxaM5qHHDPJvzKsWANvC0juj1hpdcEUpcS2c7XBjDL07nQAKMywm58UZSdRVWBvnfuCcE2O9uGI5zMsvpgy33iyiBID0EQwExaB73pNkViyQ7mR0NbzLtdvT+IK57YxCuIS++npfBdAzN3DgzmtrFV4b5xvwXZmsX+dGWtxeqWxmIduf67H3DnCa3aYA+PvTxEslQxWQreaN2tYaPjvoEXi0rh/bwZWtwLnvmPPE7XZD7x1zTnz/3WfcXm94heA4BnprmOfEF9zx6dOLGQmu4Sq2ga8iELHIj702ekTOKABPXdqCfomJyyOEdwgueAH8wm+e+QvUa9tUQnBDPkOVOG0cCqDwlGXerli8fHj5GHAlJSIEXW0phlMFiCyayJgIwYxyIz/R7+W8m8CbuBBdyLpsHKMyN0hYN6rcWfM5Uq5xBlXmLBWE6GpR73FRwkoETuTUFKHufDKUwQ8lPaMsBSjGa8xZsdwM3DS6au6trOO1pcmxUQGbjxNznq58sGOHpxuH4pwKdXgkg9dw8Qo1cA7Kf56jj56ji/wssMB3vqeGssWaOLreK1n/1AeXke3CBRbxQ7JfMyNDip1g1OQBvW2ZQXs0N5a9lox2S9+Ai2rWlAF8OjeiBwRQtqrkutAQJwhyQrE68O23Nyge1i5+WWSTqqUS7V0iitWKO6/tYwk6c6BdHcAZtvcGLDTfgAxxeWyONfWcIGmmAYyGqFm0/H5M6X59PYDWLJKzWYQfdR/qNoxs2s63OTFrr0hd0u1RV907etHYodmkeT/OoRXyNcO1O9LXOgtMa9QIkgYc6qkBXSNNimmEYbAtxWoLbKHcpAUdE+S4aISCqOO0VTG3Yk1Pvy5g43IQ5nYDXl4OHEMialqdMfdOmYIolLyoxVej2u+1ltEAdZc5Td71tsHueRXgDN29zF/9YeD39sg3dRGgasEPgzWhxOcJgHdsj3ecXvZNChCmSMczny92aUQk5Sa1PQaYQXTrNoap1yijKt7285r8WRwC6MCagjuL2vvPEgeIuwAYXnXDgTwAuhT73Li9vGB8esVLbzjPE3/7t7/DOe/45T/7JdY5cZ6e+tMavnl9BcBnFF3L7ye9uVPD0EgTy+JlNUxH7gqL4IXVHttu/8Wa+w1LjXr/vFm5D6X+k7TOEirsNGRmrAJegoSRzKwEm8BBC0dLgDaJsl5nmsCGM2JLF7qOOeYlHEaIvVt/qiHxHJFLgMPMKuoq9ty1FLKXgXLIB++tBip9mMHy8REgWSyigxPUk3SF7kmb5jIXP/Y58K56Qr1NPpo0WlJPuufV8Kl67+hH6Fk2xx5t1xqOb7/Fv/83/z8ogNvLDWNYFsnt5Ya1mLrmuhltz7D/OTdO3yXKSiTHYnpXw4dOUrs54FGhdn7qSizebVF+mQ3SWsPbl7vXMbM6R9T9BBKOhL/v8ZOAR9U7FC+lsIlQ33RqgIv0ZkaFC24Cp0RHsza1b9LQ1n0houPFjgnjJlQB1rZqGerx3OrgA03DWrTsgrQ8S7RgJtaSNNeZSqrl8S6GBG7gcTwM2R0exeJz0z0V4jwfaG0kCPTuoJnz0SST2IV/RNFsvhM91/TQJmE4ITeDibK1HzuJtCh+asZWgzYFfSzObty48zByr0mkcHCG8+bK1T5NVe5H9y4wXudqlwiAta3TFetYdbYBNqm/3ZgSt3AYVtpVsT3lyph/A4sQC7jBcvM6V8h15voHMk2acwVhW1ioLhMi0ncwRKhAfb5kWyqdFkXaBq7W7ejdvpQgMfBZldkXJYeMDGJG+PKIubDXk0SvFFSYgYk0TXrhKARgQZg435kTXGAlvZd5lIzp+sio+7kdQfMN74zy6klIA8KspgZ4nTFGgJhCxL1r/J9dSIZ1yZkTt5dbLN70aLPtSkO24/R0Us1uRrDb2b4W46sBLrzTTci3ihIdws3+q8j3DW5TaMm5h33ngo+fKUgbfh/JecqBFpoqNw7F4el5eQJcVvgfGh+WcRVSFadvKnd1GpD8nrwrowVLlI8LoIg6LEoQ6whRvqlIfJ+ctSoABNrIRzTSUbIYeCqFEZnztI4xtqrwygdT5jd7lhrvwWFu96IYCyDa4rrkGxrPFZgXlq3ZxfmyYsOCegj8wxXnmmaXQwTKeJ7eS/1L9fdO5UlynlITvoyv3N3/m3pGKoB/3OMLroaqAHjAoh+gDg4ZC7rUJeI0bf9eYF2XnQtdnEi0CcI20JzvrRmJVG8eAFCZ2sXUpaUYx0oe4qKStNsPrx+jwNwGHqm6Ub131B6Cj7M3eI22dNRYF1XjlXuad3V7RLM0q2QkwvQLe44qQl85bgYercXOaKlDiiqGNLSVhdz3Vsy5MGFp82t7ACn3ps+LeX835toeNepzs3MeAPIRAzEC8NsEdBwHVuBsnvZFEMjUHHSpAJynt8rC7BNdW3zOf2sEF8G15c9qTS9ZL9XmiyicvV031jixd0F3UG8vOiI9xbZl1Oa5lvFR33rea8UihKZN3GqWig9kHS+ygvov+RhBpjE8uk0TNIpGLRsQB4/24ns4zXuEFGkWJbqJ6WfNlupaOBdXQKhuje7r2RvwKKyGP6tcXyOZ/rwO57sbqDreUkB2philAdwwDosIeswTv/vuN7g/Hni5HWgCfPf77/H6+oJ/9utfAb37PpzQ7pFMAKhH8bhEB7mjrjUDiVrr2HTkOV9krdvsQAYEvFdka+j5ziyZFsqghNB8HEAwx7Zaih7nwh+qEKvl4+Ntfj1BIcquHyyz4nqTmUWsAXuV5QE8lKhfZvEQWKIOaRdwHP4M8fmtd40xbugyIAbVLnEZyo0c0em+Vjl+1wkkPzb9MDe5NBdM0201KaUgcoB+D7nc//rEpxFodl9tHtTA9+PnFUQi8yVf4/ubgixZ3kRX6FQcWOsdj8cDh0duEgRrrRkAB+dtcD7MiPgiP8ksImJd3UHtJ7jV7bzpWuSNelulJdrwdKYwda1JsyYm2yLBz/OB4/gGfVgUb9TibKZxWJ3hWLy/0/HTdFtrBQXki6oNNLYkvddAKPHKjRi7GuYNFos4MgLwtAhnKOrImqJ4Oz0VbIHn2rjE03zQWIUDYXgAiIKk9g7c+KlQG5FwIyAWksyVqXFQ88w8Hg+8vL56dJE9zG7pdXoePmES/wlC5BdfYzXcpOLzxRDE7kn1NR8VfM8qIok4Ny8AXkIbbQIkNp29MxeAYxWfyw40S/1iPm+TjqYtNGBpXhRRFTKah0K3AGPMI1xyRTUfxRnY8M29rV2nkC56h7qX0QRcpiZWMKiOPJU+8v4ydzCGd0XzyEXJSF1SuWdNYAwqwIfimbxcAzILv2sonv65pqCsSh1dZlvVvCp0z6G8hzDEsoyXQ6hM8ysUlaKSWys1VX3eKKAA0dwH8bIf3v5ncTy++w7Ht5/QhiUwsbtTRk5cVcz0QKsp6FshmkCseoFp3dyvgi5puEBO62KCuj5eY8ItObnwmVSq7B+PbnHr0AS1pqBGJWO/ttJ1LHG9Jz1BKGtbnAGufFdxiuj0Z8+mvMwQ4vK4olSQbiQ+z70RpES6K3R1YUPl3hL/Pikk9QiFj/PzxB98flhjitGoASSJq07uvROeC8QacE4jrSsiHx2UIhMKTaIqyh8NuA4wBppOlfJM/cpeJIBUyCFll0+0esOGiMqKwfisikcVu+LCellrbcy90KDeJatZJOhmVGpR92KMuf6ctfhMy7sUouFMBdD2wfRcZo6Kliu/fwpRkSzA2/1H4Kky/rdnkYcMbJL7g8Yq/LrpSzzK5waM4MLq462l6Dz+EdPi9rbW8lXsSDMRvxbw+csKQx4wY50RJcdhLbmX10eUDsiGp1mpqQjNq8M4ERI8afE8pjTseIdKfnvBeuzxnQrvCr7m+2pN+7J5+nmmIG0o08oUmNOe5VUEbD/zvQBPEdiYSyOdjSwqApcKrdo72Ltz3gsbharVOmpi91N/Hab7VUcS+PxzYi/xQqau7DtQE1io04HXzTXDugCBzNDn2q8NPKal/vRWDEVN+Z8qqNfeG5amMyeg0yOgVC9jZpol1Flss/0rPpZ637oVCXzSXpeV3xcRGzShrv4QLOPyc3+IJABVmTtBpAoWPQO56VR2Gu8XkRT/7nKtNyH8swOPqi4ZEbH2R8gTBYK/UiZ0b5f3/efP+I9//R/xN3/zm2jYM8+Jf/Ev/zkAoB8j9hnTZ8boT3pOykdL/zf7psEKJffeodK8lEMduQE+dhMziE0VkdBfQmd2QMP0FonPr3Pxzorw8eWnyxmv6W8STU+48/QDHadMcezBmNj4sF5Aea/PIh60odbaaNvP9zIfcYZkeQpgB0gCAaLrq5YULyEIvrPsqiDei+9/SdvnuCT+84HVUdaH83vRxaq+ndfYP0Vn0uexKBTeiVpctyjPuQCRMb8IvQOq6NJzLT46FnEGMm0UXaaM1vkg7eJU90ppBxfKKUf4O2eiQXXW1wWUqcG5N/lv6K++n7ZnWa25cL/fI9up9w6BBOjEbt5zFyGAKyn+oeOnBY/ihVOpvZCS0lBpkKYQr3CuIlh+zR2C4ZEoXRxBpOTQfSVKfyY9otQIQog7aBTe1VBrqyAkSpuEcdl8SMYSoMC+kjwF2vmYOG4bw1tdkCn2JoD2DA8klYWSLnGzfNblNS8Hx8S8ZEEWA4T4uxW4jO+naIZsHwdUFacXXxMBXl5umI+HFYfeAMIrbei7AobEDxpRCp0K9nbVvcyT3Tv6ss/XtsJ5vTegw/I6MTGJlAuLRncr0hzFreFADQGSnCPxAtq1MHaau1Ur8s3gZyTHtjnuvqGANAaDbiQ3O9F+thWmYRsUpTvnt2hAWzJqoS6kyYYUDgzFh1aFmkzH7mfrvJLheshmk3ZhyHYJ6epZzCDmhuk7/oKF1oy2ORs12s6Ergv1uO7qMfq5HV/++j8A/+W/xMBrRI8NAGssr1XCfO2S7rU31DsEcq9xyueeGKND0DwqEF4HxlMQ1sIOb075b0MU17d77ugEEkJKk3eJWDqjqmZ0piRfMH5Ia0xRYxrSQCMRJxhhwsU+Z4FnuD8kogbKPuI1yZQl+C9wFdw1xFpEDNiXkirI8+I/eRR5fz3XjYjnlqqXe3GOFRGaYYWVk5/o3lHU83a7pcVM5SYZQz44avDYsV0Z2DHnOQZF1gmidC7wXPktlcX6NrZd3aGyAXbnUCTtFQ7nb/1efbOaSBYtKjqhuqB7QIZgNMHcKOO3cPfWGxYtOsnIDp0bS83TVT2T14jEAgztArQh+aqNPVNgL2D6RTN79zoxN9WgvwBIP1oN+sc7XpA7sNZKOWAdqb5t3sHKA5iHAwt7Gc0y1Q0oUyAJ5gAOIqxMKVMgfBARjQTXUbb9NDFgK27p53qtWXhWNlS9C1vz+kuH4Dg89AQNh3s019q4v02r7dPV9IAmXnuqpGWIA0gKp6+O1hdkKsZx1XW2R55wfIBHUQqwp0WVzzkTRMHGEOC4HTjPFXSYNOJz3F3HkHw3m0frCseII3b9EnjqVIkwVg/pclZgDjUgmqtIiaIJ9dXHEj+t/Pg6r72wNqIrlaoRgmoBVvyeUZhavF09MuqJ9NJcFOzmtbR05xyqYp6IDIA+YN2BXfdQEa+Rpji9Ix8jhdZMcIdzxGg248nvtyzHqkAEhoSftZzMIF8e58qUOWb2Nl+P4e/35p3s2ImwwaKHaopawdfgp8UPD5b45Ph3+aHW9J6z/vkcXB/Kqtqogg4V1jAFXF6shb0WHvcHHo8HHueJL58fVh5ib/zlf/GXWHPh5XVElAS7O1mXZnvie11yBy3T6d179+6iqQMxVSeN6h1/p97L/VciT/wd80vOQUaoaEnBpH6T82H1yHq3zSwEfmiBS5FjLo+MhtRBsfjK+SHldrVVXG5T72cxMZ8T8fswnc3mKe0OVUTUSssXhEjDWgZUN+8uTLCLAJLV88xgissR75dzKLW7Nekn8hqtW5lF7HQv3C9BX1LuE3Kb/zxFELdin4Ul41FEP6aURg3WaI0uvq/VXFLoNDCnRY1Rp62idxIkSkCs0AEyEqzqKgRy+BnHplUJpn606ZTMowJHBhLZ3wSOvnz5YnX+uqdTljITwjId81lnw3Opp68ePwl4hLnRD2MMAWhIThiEXVmKGnRRDPWqNeD6HZlWCJmvncp7qRtkXEYykmcwonUIWw9+5TBUMwnEFnBbDSCv0tfcs73WxO/+9nf4lQhury9QCOZpodO3l1f84tM3eHvcrYiyqoFJjHgqr8W5W2v75rBn8o1EzJfZjwPn/Y4uLZT6Ob1lbod346nzfjX26PmFOkrfUsMRSBjUAmBPYyRNgN0tzE42PIxymoFMVKU39NEwH/Q4g3aqCYCW7SEbU9aQJEHjwopvStQjAtwI7A1QQc0MU+nosTcsdM9ajCaIGca1hykOEWyB52+7gqAaypyqaR/abeNWZhH0sB0EJYutXIJa1TsAie+r7rFLpisOCmmJvuC+Uo+uMrC2FU3Ml+3vAeQo39P/IqovHm5Pwd7FFOK5t+VJqxXo/FMoSvsPOdTnv3mEHMOVm1jOvR0mbCkLKCgobPcyQ2WtGQbbdgBH1Yov9iE4jpspT3tGLkrWh3ANoggX1nV5jqRoHRhCA07Ci0a/F7lFdOjjuzqxNK8fYELJCncnz7ZIAjoAiioZvNf2x3smzL2+sUMY15QjLczbfvvD9Co21VG/7d33F11Fy+fyJFdy74rPcXjhfuAgaNdC/mQEDBU7u6c+X+hrtyON6lonCUU5shvyoxq5SAtQZFsU4ujQ00BJFsGMeV4wQJnXPa3R9khNBaLhhMjCXjQmV9bCE8DkXLci1q48mcxTnArsPa1zoBcyrXykyhZVxbp4A41xs8D1dgPAxlicHZp3e1pCcAKpeC1XoNa0Qq1G13/82AAG99SVYL0bAjWteRqbk8VxALMB6myiNwMH7g9LrXm5AbebRb1Y6pBiqj+L4l7sQQRBWNeodbvX3tb96gLMqu0ND2Y2sMBTi8YBHLeGlxfvpGZQhwMmgiENepihf36elnpmviYzNqHeTMUyGObbiZdj49tvbtCbAvrAzYvSKqweB4uHKhKoaJ7uoup1knxyKftVgfOceHurRVWvonhzEfzv5kzb1mUnQOF0OD2yqZe52T6gc3kk05MaWQGryzi8fg+jXEZjBE7R0S6/5w98HjJNLgEt0wm2ASyu/z5fN9VApN40aga1ZmN6ud1Ap5l6vcvlReeXahiyLCN2AcGcxiwCqoEOtUpbldWu5eCoeDdA8fQ//5y8FbB3ub/5e+8c81r5TJbAWCmqQg5TZi8YWNpJT04CA7k3mWpI8IugEQHcKi1qJNKf3VH4NmWTrWHKc3NEaDSFWWvhuA38q3/9P8a//q/+Nc7HHb/9zW/wH//6P2H0bg0+xsA4zG4aY+B2DDxc96i6QT1sLWg8M23LI5caoGuBBds/crzTmNfyhZpgtghjr1nLtDNGNaatXSKTSJSulKhXaN+iaFugtfap2zrL813t/ViXTaAd2EoL9WqbXu2FHIOOho4BaRkJI715x7mMYtnu7Oa7Sn0Pv+3xcuD73/0eLy8vaMcB6PQ6roLby4H72x1zTq/V1r15QYN4ShQInggQkT+FNoDYihey8t9M/4LruA4o6VXAl+uuTLS1jo8ybeA6814rUqev666X35+7nX/tWOfpcrpdutZWYDUd+0UndH4q7t0Nnd5lF7Nz3oFdenV81SyWS9CIiKemnWC2hMJ0qfM88XiceHl9wRgHmJrYkXVSr4/9eP/90PGTgEdh2Dw9O3VJH6jXmmBYnLqhznOZ9xnXxOUkNgRCKZDsxIY0hAC2Ue8Ypd05ynmKvN9xvOA8rcNLdmTTwowaZn9Fk4GOO5YuLAC32w2td8xzmpLqFRgZCZI2k+WTW+tX64S0pr873+uJQQk5148QT3ttl2rqXj4zZNmSVS5RBzuMjjGGCdU5sebC9999Bl5MM5KIJBPoVMx1+jzTRLV6R2grY4+jXYsxk+XdFnSrFWIUZ+HCTWU5941ajEh2x1AAYawLVOyc5mGXrSk221QiPYxo4nUcNDywjFVjNzWBoENwOODWYSzdIoWcrvwzM3rMkGveMqRJnU/XVtSfWzfAVqA70/ePYn2LAa1Qz9nmORaVR63H6NwBJTvBPYeSud4fWdWA1dcS8cgXiyQgCr3W3b2lCuwT98cbWhO8vn4yTUwHtve6ZtpN7DWxKDZxZf7nfHQxgcBukQCMfhxNFCI89di45FXvZSABO+OomItUIBjHgT7s/sfNBZoKeh8YnalAxXPkBbF9S9vWoNAjeMSopw2obBcMpHM3pheVE0HbllICuLIN9RBrS/GwiKMVdGTdOsRr5pMns3i7jasKt2v0kU9R8MGiEKgDB1QuaDSVPSFP91GY8KypYvlgF86wYrVsNQo37lS3pyG0qPnzhDZ5fbP6kUZeeI7A0qQj+kyB4XQf4cJOM1Qo7DzJblsun+yVbT9bBKEBK+YokAh9r10xyAfgxqx0QZOO6VWOw1OKlvNUjzqnYRhsq9kwARGre8BC0zZHVIRgKc4wBa9Jw/ZwAd2mBLXWQqZGNzhnwGtfC2rD19P2WMr2uggXkFHVwVmm/tCbzHNNCdvL918YPZZS98c+2L2Kdi1fcymAhxvzbjxb22WLRJrTDdxiSzAdC7BCxSyczS5VFb+oRn0FEGRYFA0mUB2ZFM/U36MWDTI9SkQxxkSD0cqXt4Xj2LjBWhe3JtDT1qkjjfDFsGjd6Eez6ExpWKr47e/erBmJdBzffAJgnQZx2qTNvaAOfLG85Di8xojX6TmG6Tto7DbYACwDJxq8yK/RMedhsci3GBj36dNw2Wrtx3Vz3xclPowzimdrS3/ONNI4l6N7AejtncN8LXuz8VZbNOa/pCVYVIAXCv8DaiANxlXGFilhzYGacn6c0wwUbL3hfneAuFudvvvdur5uV/HagazfthV3JIjldfcdcMsn1X3KulvTAaJa56h1Az5Z4HttAlHA77+UZzj9+9K4Mwv4Msu+4uo7u2RdHP5MPO1DhEiLFDwCQ4qrBl61gD+3TmsfHdXYrYV+58pW8IDJqJeXF+u293JzcKjjL/7yL7C34n5/eCc2mI0CuPPdItua0A4CSDDVJlKPXJyTe8Idck0xvAaNEbSN2yKvXS6qgt2RLWJlY29xsDFTsqGA9HaR/QkIZCQSy1AYLxCrQ7c2djNgJTITxNLs1lyldmWR6ZL2ncJ41AawdHkKmtMo95g7kDGQ2TTPch2I9NjyERiMEGsmgnYc1hF6b6yH1VOxlGO3tbzuGajzuJOY9qqlktoGpt4q+pG9zV+qXuQ/cByAm+4rx3NKYb1PTbdXIGjy3RhC7yl0q0lnz+NCoW3iA+xWKSBAl7R61ZnynuZsIIehXqoOiOY+ugZ1fPyuAKKD3/N3w7sZZqMFG98vf/VtYgFeLC8jnzTWl3W0rlzuh4+fptvaEwrIl6r/woc2z4XeTbrpsqLT6hujiWD0bvUUXNoYPxEgUNyN5h2jLHnJNqagoYt6iL3y/1loypXy5gxBm4TCQyXn3X58es/WGpZ4hA1DdtGiYGFrHU1zEYXdyaCY8wwGtlCIvz5A0rDQ9/vFFhmwwnUce6M1Z8Qy+sA5pxf4MnCmthOk8QKf72Bpmp5vAwrSwNOof0TtyFMaWrOC5DosaonROwKIWGSKwrUDkXcSt/fhhkfLWIVdOF9hGgobR2+ANu9i1NUih5jH2Tsa1DpIBbPa8f4CKjnXyWV6FvW34GNuXG6PY28XgkhBEp9cxmt0+ByhQTM5FBjFRes0ZsPIIwXEvAHSVrSF1w1MTIia27C3bkCVg2dmiJpL7soQc2pt/Bbiuj1lKtp1Bw1Uoz9TSyI0VPQCpv0cDy+NDuBp/TSjINi2lDJli9oe1OZKpxnd53nCOvF0sMg7QKDBtV0IpAFDrCZA680jPhBav62FXZtJhMlLzYhakH7g9LpurD2wF9B0BRCham2Xj5eRAC4M2KjdHupBkBU+B2AKZlNr85qy0C9IOg++X0CUemjViDz1K/hzadtq9FevSWXOPy286olW89uYOzjvbE/58O/Ht7FXRtOZtw2epoKYw7XW5V1iLKqZogbFglr3O+VcuPKJDGE30Ma9klF9X2LfWh698ceFtJSel4EAzsUDWMHqqiAp6aB4RT9QvKxzID2LjO5JoLEqZJYq5u/CqKL9BA6FEleUGM33D86592V+zeOmEVVlwy9dQ0N2lvTPP5Fua1wn/ksDd6sb0gL0bYADukfmwFuGu+h02z7kk8lxM7S/f0uVT0YCTiKwekTqIM4GdALqBnzj+Hguo2qArHdBnreAeSoebeHo9lKtGWg654IMxeunF4yxcJ5m5G3Y8/a2CJOXXtNhzXnWnQZfPh143N/MG+trL94WGb4HRIGNZc43GZjLIm0AA8S61zFUVby8kJcgonS1k9Y9ys1pcm/Fec5oJ64bmA5Mde9exoORogpEofCLqiLGH4mXsbg177vVvmvweRF2ooPrt3lPpmnt8hlgoMpcPjY3Jr+8KU7vVsccSQJ4nIfRS+RUeQZ04/Nnu/Q4Nm7HBMHeMRr6OEy27I3Pn7/E/agvtw60YXJvro23041nAjh+ftBRqSfFLn/i81HVIc4PnI57HTvs2hlysqhi/svcWZ+oTIu9F/egf0dOoeU+jExi9NEDuYf/+JzlH+MoUfE/ICtG7zgnU5AajjEwxoEvb1/w3/8P/xa/+Zvfene8hd/89rf41//Vv8Y4jihQvebCYy3Mc+J4uVkXNzegpeU4WrO06QNWrwXuLNu+6K17108CW5SvqBvyeuhWbCxseLSq24fSxAvbpwxsdS68vAcoXxRYD3O0s/NogF9izoy39WYgAnIOAYAdWFPeltIBDsyQ39E44R4h7yFPjPeijr74Dm4jh16VMhcA2s30xTknHne3TZuguSeCeixlMSO/WRv4OYrHJxeXkM6vHCn3V+g/1K0+imgPAA+s8TQv+p7pOLTfGnYremhOTqHnOhjqTR7ZFt9LrPd5mvek0zkJcVyhDvH9uAOUAqBKTZ6xj0YH2+tmWTCJPa9Jx9bH5Twrf6GYOtFZ5gUWPDLGQG8d24NDbscN+MbW83e//Yz/4l/8Rcy7SDbwAiZUxWqTzWnyB2UN/8Dxk4BH/7f/53+D/83/6n+NX//yV55j5xrPZdO4SeLUz3xREXjPrgQsqkYcJOD3EVoHRP1gv1OZrIwO8PaSJC4X7LwukVjvWCbFQKHgE4vAIYPhcEKgl03PDQi/N3mYKdHbF61B9/QoqwRzAhkOTy3AgqZRq6NMSjIkexsyrgpOVJHKzRE6jhhTkdYge7mxumNjbWhpOifRucIG2iDS0cSij7Y2sEYSlfgxDvOGbSv6bIAdsFszxVQl0seYjbsgFv6JZSvNAqyxhqbhSttggWEqa/DwU5Hu2nEarzSSSStPxGV05e9ZWE4ABnCDsKJHHzIL/68yJM698IwmoLm4uWZgpAF8fdUDW13lEcXWhrmmKdXxIN8DLitNxlzfSxWgC4MMMQNrst6Xeh6sqkdZqWbnCc0pUiQd773Na1MKzv9cD90LbMtp9GQ1cKi5Shj+uTcsXs33viI6YJznHcdhxUZbMyEwervYzSbQbSHOc+L19eaKsIf6b8X97Q3y8oJ9Gk2HFeiuVxXFlmb7KpQCe0ZGtRUaiefbuu+taM1MUFvX7NzgN8l7hKVKspO0ukAa4mW5e67ekac5V6p4vn+DlgvYKqza5u13L0oFBbw+PaeCSPk7PUnGX23P9d6xprUOppdNxPLFhxtBl8kLBSZYAt6FThMUKXMj1cp6UlqWd3RiS+A6+RcgR41r1HtTkF3C6RVP9Z/eq2JVZkEy4jGdPQhZaMZemknTU8KWpwqAKcfkj5SnPoT99CzXPs0bvBm2XqbGmBbEozzr+l6mwxeA9ZkIVCVQDuO9z4T3RzjWdRkBmNJ1dGRRZtg7RQcwWD2ko3s6zwxWb7V3vKgvI5WGZK0kcVIiTvx4WMraOc2YHj6Qvb2zmmaKT6XAAK9bahEKu49gozfB66cb9l7Yy4pMDwWO24B0wbpPnGt7eiOAZdFUTVbS3TY62P4zp4GTDE6skVYEcgDg8VAIJvpQvLy451S3z6fNKIu7Vx2QXtvoprrz3qQbdgImn9Rt68BtVSmK0TC9OcCUYj+itsKuKoJUd5QBQeuFH+6nKCZxEG9n1FXYpy231FwWrbaWj0cy0kcJ3B3wunr+3h61g5VzzfuzfkZENoO6aU6AkF4K+9mgR93GEJ2TJeevdeBgNJ7PA+s0abl3rDfLhHI+OEaFAZPAex4HB92QPy1vBSA73qGsK39WuU/9V8o5f+5HyDLqjq5Db1XcxvAagTn3Wzfu9zt+/7vf42/+5m/wuN+x5oRuxS9/+QsADjIzar579GqRmeRxYUu5sT7EQvUY+Wb0YaDN8jDHJg3nnBjDEhGXp7xaFNQBEcFcC6Kz6FQWHZTNkiSiFKmTU9ZLdIFF7HNUnYlfFDmvsZHrKde/Q2PSrJlEe5ATUx1hcW9UHS/Htte2zol0Ykqz8guqHiXk41K1br817S9q+vjRelyzw56q6YEaawYfz9esgXd2gs8Nx2KRZOL8ROqFVz0K1/nYYPoc7UMLEWF6/kU5jnvCZeDCxAO9GzBOnSNWRc0me3m54Ztvv8X33xtw/u23n/Dy8oL7/S2irsUrZRMkilkUrxGJZHCcY0v/kwsQHe9aPLSXQBx157V/NtfEIVbjrw9b58f5hi9fvkB149O3N7OJOXOqmOdEOPbofGvNHMNI2f+Hjp8EPPp//7v/Ho/zNCFdFlYjXI97RnzjaVR6F0/bAJCEnbpwkdoaRosCF9RVgGyP/BGh0BZ+R7+ugBKY8f9UhZzRJb6tY3Ev0QpeLI0eLvE0GEYRkB61IFcXpz+fC8/D3T5Hrvw0nhKbB6GoE5GN7x3A2iWNrE4jn8Sx533df6+mHEJ6nNfFFSp/eOMasHh1a9i7XYA5q4Uh0BZBlogcXYXPGWLDQyyyZ7cNQc+5etr79syOxqqbkCjsyBzWTL3Iub8ufLwtng/Oh/BCFkSKP7tHL1Qi9fV02pXNe4uvk6Tipsi5vBh3T1qmRx6pbsxZ6DQ0q8KoQyAkfSj3CwWdj0ck648xpJLKcxp/qaXSwDO6NNDIwoYtRaQfVSX7+R1rLay50FvDEk+F9TW4pHxuGhuC3VxYiFxWsLcb5jkNQHcwYu/lQLEBpH30S950bfdKQK81C1+2hawRbsY4ogaYM75L7SAv7u0ODd+nCLoKJWMXpb8WfixH8CCF1wDgzuf88P7OP5QUnRrOH1S0g997euWFF+cv5a4xD6ndOyy71flHvIB7iLzGkwtxgYUfh1IkYq3BAQeqCIqU+SgK2rNXNsKXObongFqhEJVM6VB4mlvxcsV85zMiRJ7y0l+ZCsv7qXSZGo+maleVkCSKVMquY4XCvby2PxDra+CxpQ8siHZoS9cP38VYejLuj2mg6An+XBa5tvfO9U2Zzs8oq/QiC9Nz+KcBHAFpuPqUpmLpIorGcOitktEuFSQ6bgYQefaHTa142pFc8Fw76vbwe7A9fBhrHIMb89O3YkeCFfQDxp50sdL06nBZe+PxmDiGR/w0812wC5jAAattUZvV+x68ysGz5zSt7fcLwMFpoHUDRgycYgTftMiWZukwUU9Rt6dL7QDpOAfY9j7N+U8YMD42LREvUopUcz5Yvyj4oeb5xoPycwIpQJ7DtQQQ0UnVhpO6booL8MJrGaVU/D5BY73BexNoFMdWJGBzuznYw8/Veen21ZVpRc2doiK6/IJ3azhRSNOmN+TvZD/BJ5vXPPLoMhZ+F7H5HCPpbfs7s8cC713JXssvBI1+iAsoEjRd/u6MVJJyTt1HFZD6cz+eAaTUHVz+C+lFoWuh945f/eqXkNZw//IFb1++4DwnzvPE+bCwuHEcXhIkTc+9tzVMagpE7dKUz+FkLinpa00HkTum103qzcBhefce3mVxTjQsa5bh5RsCJPVNY/ta4t38DmDX7cu9nwGRd8+tIAIcjPA/6kmQi+0k8SDbF2yIEgw7ZFvaFCDPcacJG7pcakHRowCFLou0PF5uEUmcdTVtvnXOcBBZ50ePKHYnX2Fbyfd8sCHTYo46eteS8mtXidd3tTR6jxItWnX8Vh7Wen8XmQxFUdeedADqDJpzbLzf69uxDlAr94t1E/RhaZhvX754HT5BHw36dpGwaXdp1guOJQYB0RJEAy+7ECljSOC0ORDlj2hthJ4DD9aACEYXK1WzFL0joo/WsiyIl5eR8+N7mZkSW+vobc3BNMIfcfykRQGC8H1IRhAEOBCrFgLqnZJXDRD+nRJW1cKc0yB+2ry8nwS0k4shWda47nmOLwlPQlnSq1lmzMMjZdSLRRIRZ00dOIgk3cGjoIv0hDFNg8irbnXEu8QN/KB0UieG9+ARI4oaNMGZck0oRkhCFSCBTlWro+Khorx++/Xiu5SRNNLsTC2P4cqkrVQjrATqlfb3srXimKsCdYkiIB3whq1ZZzdVS2VQAcQ6LkgTZ5y11lD5xec+NjrfnZvZ/9dg55mC5BxvC7AX2rZUuwvrdMCv5hVY+KnE+JVCwRmd+MyEMVCpzYkw6pC4lsoq+eJdk+raUmkNgZJS55l6IJ56iNIhQeN/V2MBINPRqGGyloX+NvzMwaO3O85uoaRDLSSbeziUaainwPi+KfVozJC35bodrzjn51JIb3t4t4WGWvQIPduCLoK1z6B9Ubi3t2GvhS61nCdceZHc15o0BJCeGa3n/AEKSIIN6gaBCvmgBF+6RB/ZDQPcMpr7YJMHaVH70Tjvkt5WLSR+XNm3lrpG5Qih1uW6PXiPotQaLy1edwV0bfNgFwDEXOOMa+KJGvzBfm1xfjQdcG92dArj+EB+Y7XRAtSAR3kBQPY6QQXlLocC5qGyZ4gD+Fl0O7Tbd/ME5duUeSYPLcoaQP7/ldBkRdTzkjpO8lPVmHNRr+Mk5G8ayjcg3tHOgT0T7OnJ1Expu0YNZS2xXJrr76k3pF7wPvroTwNAEmS6jWoW7tVtEUPNA4uhiIgb9pNgek8T4OUFuA3TIeapAf4ydelxz2cSWBDxtDdYseetAErEE6NmAODENYrDA8vQtt2DUT91Gz8eK+YdAO73ibUEnQX8fXzEnMN2AbJ+joMFWasKASZNVB0CAbYQ2JoLaD2NAsDqY90fTGPzdCrXBw1YstQO7pTt8948fUuiVbuGAcnUqjA+XI1ABXQ0xwkkIHdhfz51ya/y+9jRDZbd7OtIK0yazZVq1mviPVgVAOLAkwO/7OQWz3oaq6vSVjNLvR6Rj3lvK8RurG3ZfJaOboVdxjstj0yKOm9PzyQAxGf3DtwOS9tbvi4E2LoDpY/TgB0GglIviXQ+5E9SwdfBnboeH/kYK3hUXSW85we10f98Dp/cSy0XcI5s8+6t2JIzYDzcHGa32w1/9c//Cn/5V38J3Rvff/cd/vo//DW+/+77aMqx285mL6GTbEwVdBBItBotIfO8w3ODyeXWTD/aa6H3FtGx/da9e3QtKgwvTrysIHRjmhqg1F1jQ9P+RBIGuF8cMBHaNmKNRS4iRpGGUN4PYtEwX4Uz1Zxa8NCLtApyHFctXi4PNpbssr1dTsRzIATXdE9jJreXG04xcG953cDu+un/n733jrfkKO7Fv9U9c84NG7QrlEBCEiJIwgiRjAUGCYweSeJn9BMyxiQj29gkm/wwH4LBBozt5/d+DgjbgDHGPMAIgRHZYHAgY3JSFiDtorzp3nNmuuv3R1V198w5d4NYEFpNwdWeM2em03RXV327Qts08KORGkJ092tH2UWc039ggkGSiUp5QORZTq5a4KyXg+06wTuVT7V3JX8nkLpoZZ20O45I3hHov5uC8uvVeq3NBaNOsh2LtY5ZwkmGQYsDJjdnaywovqdvJclIpPHkfAoN4th4fFQALa85s5yVOH0ksqDOdRluB0cedV1jZWVn2kNTLGkSy7Oqqgu5qJg2trmRyHEmq0vZeweN7zfwiCz+TjGIdrKa0dz8m6EqWeBVSqs3XxaBH3o/1MKJkGJ26ECwfS6Ea2cB1ZQ5SIYGNc9zctrtK7F0SSnbbQKQmIgFmH9pcVKbXoQBMMJVnO7YBComvbZdhQHnstuLoOJ6WqcBVKP1lRlFdUj2TvafiKRMpqnukNJQ5yHNAjXK+5VJJJM1hYVZF6acWFFSdBEZQdFzceVzGpA6g1BQKdiABlO8UkSl9LpJT/kNR9M2O6cxpQoJpzdFnLLatNAIqgx3LUHsUzJX9x6oa3DlEYnQ6ni4yicQgGMEhyCphr1PFm3SLdbxiUh58MjZisscXpmYWagRS2yuGRyHCmZlzBAZ9GPSYOuWDYvlulOfXk6T0BS0LAyDC8uFeQG0OkSZmXQmjgl+eqqofS8VtbkBem9FFLfvwDQENIstqlGN8cKCuFwySyYWX4FZgjZKkHnNvAdb48Yz5H3UoxpVXenJgfj3j0YjjMe1BEWMEqjY2bFrh/L8zbM/MTYREJy8bQbAoXABAYNjyKCI+XATUnwVIw35p1O2OL1C2k9gm7aBJOy1r8WcTbzdWp/4MMMyPSaLNmShK5Fd1DlWxhvIy1gsFbwf5brytE/7h7EI4gK4USHHqrI9yZXxfVgBvaJKLkeBOYGB5sNurmHOeTifT3bKt4bCzbGkcr9ja7+NJ7g4/SsfKmIHERAdK57NaagSj+IMALK1o2A8khiNwFFsrWJsATKzdXm3tr5FCPdomwZOXQTEQs2j8lWaCsECqCLPD06CSXmwwMndwcCdnKTCxqbgObYXFZMzAUX2fMGHYuJR1ofZ8f9pU6VWQzECrEGfJ5B3tsDiwlNpYJW2yc+FqG5eEAXbeQCeEBu1nAFSzCKbdhqeLAmJCYhS8qMMOtQKBjCLa1upiCcLKbP2ILMQ0e9a3s4dQZT84rfplEGOUxYx7wi1oxTPhzySEE5gOYhxEkOsjZwycaUttZB/bKnY6bVzmumsIOdyvyYNgCZKYGgP1DVZ2DmManm2VXevyRRwjlMwayQlMVv1AFnnjSR/QGFZBKSt1JmFjFOlVwdXz65S/8waDPqsc0i4brISKv76FmYmP/lRDrTeBgEmDTiy2FpGrP2oNXEem8ygfTEXOHvvVdXRNWR+Fu5uTCSBrlvGyDuQj9ltLObyS8CLSMYkRIBiTAHRAwvQiSjulquNlqHjWgJrNk9tzhpZjCNCYSWPbqY1IxvPPihUrgOzNAq9Zw9Espgosm9KeHFZayJfh9CiqkbwJHFYxOoHqKsqxT8DgOV1SwABK1d8H0vLy+IalKwiZIGTIywsLuR5ZXzbSVBrQIGAJpjmAucrjMYjrNuwXvh8yymO2mQ6RdtGOETUdS2xJlkyBIemFWCpkiDGWZZ2mrwCqg8CeZYjLVRbdhaXBgT4OiJMnbaVdYw4yUFEQIyhF3dWwiQIVFbs0zGKBwWx8ozCQsX0HCDJAFB9ACisEiPD1R7sWJOeQOoqXNydI12TEdNJg8V1FVzlQW2rIJy2yWLxqDkj6/uycrLcaf2c3WxL4MguWMa2EigRPckYvR1YZeYvsgQjIXesOjQbSJTrTvpJtJen9c4oX/n9RkRJiGTcgoqM1hDXsF0ru7Bu3TqJD9QIN6iqSgC3wJpBHCiPYEQ24jwWhVyTZHrVW+W15oMYu8Ydrmt9KmXTNDPFM8RCCpAkpqh8jaaJ+VETzBJ+oivL5nnkue9yHu038MgyQjmb7CYQsprsWzaOJOCogLqbdnYHRyiEFogswZa9E0WIJXDvuK5RGWjDhBCjmOUZEtmRCooyY0wvVjrjzK5IGIwBXwXDEUPLohgCHPnUz6QkmUUKiztEZBbfRDUhLl0fxN1sZhDSZCt/YiiAlquHAXSm5OTTV+4XiTRpnDEUp4pxBKI60JG1S3xjhWdyklgJhAoVIlrZeG0C6uI3QV5UVTkq4uTTb4qCdswp8BYl0DY5Klw1DPzSUwsW0ztJfy2BMuvFBbQhom0bcJTg0lRXqCqfxiKBm6zWJIBmfHMJLebOOOaRk3aY1U1UE9DMIJOfKmez2Qx6xhxHaA2STcXGldP7tLednrUxNXt6MLKFkTXUGJABp7PxiUwps3g/jkgyRiDPHVP2UqBshbdEQKZOebdqipJhJwYnfvoAal9BYIaoqeKjBMNPmxprUHOZJ76OWFldhedaY0/ICXxV11AW1VGIMwjN86cF22l5yKcwxGAWsJedAc62HDmdXkiXQn7nBuowAJhrWN785xHbf8sFAOtDFrMluD/BTvtK4cOKj/ac8ozktgfunc7HtNFbs+0EqxgW2Jaa29o1VU9LgPMvHTACfb7SFVZs/PJmantDaUHpEp8F91uUiXqtNTCwrDcBPtoMs/oo222uheQcYtPKHqPWrHaSJcE7KxH40h7czyaXXm5SjvNvyg/Kd62/tW2T3MryA9lSM49vdh1L71hfiAUS7wM/iV8pkBnVRMHipyTQHoBlai07FCKr0BQ061oXjLol6doIYDV/JwAjyJpYATAOAmRQpXJRK0ozABGAleW0jfCCthUgIFksQRVwys9YEGkiYEWtOQABUJj1sEYBn1jIlSb2OqkWC05cmupRLp+ctKUl+Q1QKxEFPRprv8txdIwktpLLMhIIVFdo24DJJCSAwZYi915fyTKZ5V4f8jXSxqd+cbaSkXYy6pHDgvPYtasRSxtjcbqFpphSRJrZqdsGK8vqt7XatkhxiJJySnls1IO8w6eCttUyOYEE9vAkB2vskcakBGs0mVzHvc8ZCAkNoq2fm2mOHWTB15PMqNZZBIg7hfcKHLUJeKwqCZptcalkDUq7qAAmbW7Uowpto1GxRYdRKwE5aQ8xWxWZdVhogclEYjCR9iUQMAm5b62OtVnaMQNRg7HbfA0QC7pSLjcV3VG2AEwh1cq265/db2zShngNm5EDimKIWF1ZxXhhlIL0mtVE3t+BnTt3oa4ljlBd1ymQ8LYbbsKWLVuxc+dOTFYnWNm1C5PpBEcedXvctG0bppNpWsMW73Y0GmGyOoGrPOq6wng8xsLCAsaLC1gYj+C1zrqWoO0AEJsWu1YbxBhRjyoELwGD66pGDBOsrq5gsjrBwuICRqMRKuckKUwkMFcia+shcdT4h2ZkYC6qaa8H9JDZ5HkSudtxXrco5Dmlkk8kXauQG+aRWasgRgTTQbjQP53LJniAYilZ30uzVhHqFNw6ZcfLcgwYaKZTLNASLJRF27YITYuq0uRUMDnIJVDRSHrgCrdgLvqnjDABX4WWShm4KMch8Xaw6nUmDzE8KqQQErYIK8DBJaDdNGHHEZFEN8xtkr0mctQYT4U8xowYp+IWtuY7yf/Ovwcq9/TngL0T6lwrMQ1yGvE3mn1MsWHtBdnBmmTQbiT7exB50OuBoMX40xqBQvZP7piFmM1x/vzs0/6zPKKcypAIHesEUE43HiETw9djVKWgikLxCUHckkzv0Q0+KSS2A7JZa0gJAJILWZ6onUbO7BoMgEMEm1MbqfvBHAEaChx559FSm65ZjCMDgMSP1qmvfkwgEZKgXWS0KueJosn9hQXk8ZTbCDPeQsbE9H9yb1dxSKAS5zGTzVpAJLXek+nOuSwCsr+sCg4MsQBKbKE8ugR0nARkcxoSPSjkxiSnj0wEdh7RS1YFRw6xciJ0hKjvQBafMBWkzFdl2xzl6PcSW0jKztIVJ9BPeBIb55V2psj1IrxZWkxxdzQBlDUzjkjjlFLUm4kmMoCnX/KcLu2h+q+NCuCohxfBhFE9ubDTTJ2rHKMGdTYXHC6eI0krqQh2ac0GCNOhkBVqAX51bhXKag6Up0yKCOwpS4UHEIlgHEEhIJJD9HLk6dhhjAouBFR1jclkIpY4ECvDCAbMD9sVirEVTALGSjyPmOYtAUl5znMGCSwg5IxeyvI7VnoZF1IAIYq1D+Cy77vIObvpM6sAomXoPE9Wj7pGSqDEbP8McM0WpSWnJMlpkvhW3kQZ3WeimjM41UYMNBJLygxSrmXlZqsrIiNRBqr4tE7z2HY3cyQ+zMinq2riBQLBEwuvKvkv7LmY+pTGoNfMruDBWm4GS9L7SwK6ZoOKIcV6EKVGhSIQJDijArvaoxSHJgG73OkfIHEfCD4JVGCIkqwZTGLIe3K3D3muAkjWRAl40362litYG5Vk5+K9dPeg4nriXwYcFTKBgWiRi+L1mmYisVOzlA1yH4SwnxYxxPLIaGsAsBNYXwGb6hzHxleivNeqYMeYLWBIFWib2jEiBV62UIehVQsSZMV3QSv21M0gZmxcsZeUicpXXXc1i7XThjzFHUFADv1OLosmrWb+qSqxYq5GDqPRSOaFvaMQ0bQhAQyl/O164BNQ8DzVkcx9yQA1a69zGdwyChHwaa5m4CSBPAocQeXXyAJihMK42MpmEWhSm6xMm/PprLLXducy9xmpG4PxKo6SmbOMb2Zj7KocfN0T4NVCyOIAGZ932oe6BupKZdUggYvJyWEZR0gcxQaYMrA0BpaWF9EG6dT6jRVC02J1IlZpk0nsuK0ZcCY6IoG8WRdqFlwKHR0oBeMWTTzrkzpWNi6OMyCarhMwVYskQnbZCyzDb47dJh75kv2yyalCNldyLk2ghszXLM112bdZLhXJBw9Y66Mrt2zBX/zfd+IZZ5+FejSS2DLMyEl8xOq0rusUVB0gtG2DKREWl5ew+Xab0LQNVldX4esKBy0u4Mbrb0SMjKZt4chhYWGM0WgkfBuMpXVLae9zRGimUzTTKbaDkysVOYfxwhjr1q/Hxo0bsbg8TrIUdG9umgZVVaH1ATm0Bqf3RU6yUfNu3qDJwwDSHgoAKVi8TrKOh8MMcFTIArrZy5l3nvDdZ7KenGR14izrkQIB5MFqDQaVkUDQwwFWi0sxyCiT41hm2Nwv+dy0thiRwKO2aeBrca1yTpPHOKRg2kROACVAVWxZ3F4zp7VBNh3vK3hXg7wXK8LpFC4GzbCpx+PaIM+luaV2L2EJ+UCyGGCRWzSeqCqE6Z2kAyt7e/r7vlCSR/T5vigh8yQXGmP/9/zZZDJjSF1dT5gcAUDIckvfqKZzMAcrI8JcRkFBLQFDkiWJXPouWxOl+dQtPMuv+0L7121NhQKLqFdXPmVEadT1xpEEoOoi0HN22d3V1UEzAVt8NnmSz6vLrmigjMSC8mkvkSCSMCZEUooxS8sqlVyKQKDKwU0Jaq2YQANrA6XMSHkn40iGyIiAbqZ7pV15oZyINZC2KSIjqdpOm48WHJqSglZMBM6KWgkcmcKoA4PkcpYmduHLak2jFqiANrZgBIntAZYFTIQAQsuEJhIQCHUb4VrAmTNl0eZUpwXcJrM0MAsLpPbaWNj4iAWMve/MZLTUDErpgolRYiFVcMqAzXzU2jRrQeOK9kjzOTGhECMoUBKkrA0wRm5KWYH4dkq3uhLIRGmxl1Ko1UcEVCOfpGplGVnhTBFJrV+xmO8ytiLIyssU6wWCd5UojCoQLCwsYDqdqB+5F3DAETz5LDg4EbNibOEoqH/1z56Cts9EojYxaoBq2SjZi6DrxQ2DSSwcKK0f40DZ8iKECG8pC4o3n1O+FtWlNcYgluhRaX/RxccA8i6ic7Lw5bf1SlpHGwPiJGI0Uhe5ILymiRasUtTCZGFi9YNUEbC4bL2h6VzQ/9ierevDJrk9zWDENqSxoWJ92O+w9a3rxxf8OoESUb35TeKZaY79DpgljPXLymmaNvGJSjXSGIMAQ94nAC6tnX49GnCbFFnn9M5zjzvCSueDvkNlz8Uj6FjpFHUm3lcEFc7l5Rdi84dN09L3YD7/2WpLRqkNMT2XXmPZHzPT6HU/zrQzw142XDFGdUnjAlQmFAsl9SX1xwQhZBBb6rOgjnJ/8uW37jsAMbsPfv8r3y3GlTtjfGuhHa1YCaV2GxsHsL4GDlvM7qXOAXXt1VVMQP7QIg13yuAV0dF0zSLJXICArsuVDS1BlXkFJYjytGgDUl2APGCyg1E6gLICtZ7JakTbTFDX6p7fMtqW4UdIAbY7m6UDLEC2zQ3jOQYsGB+MLJYozNnqxqiUZZqG0baNWOdo+cyAr5QXABIfBQoeMWbiT5q1UV3nsUmZ8mLhTpWnuQBAXi301ara5IYYg1gzc3b/sDlcAnte+0vOwVFMmfMsmLhlWyMnyqa5UsTAmE7l2XrEqCrCaOTE4r6xAzfGaFzDeY9dO1cwmeZYVylmPrIlFxfjIvEhBWELTUBo1EIuZosoR/ndqVdFGp8UnoSy9RtHsTayZzyySB1ZppUBO4VI1Qn8bUGw521hNl1tyZWv2JZN3svkz/XuOxBJgBqfBxVZX2DmjnLKKn/EIKE/FhbGADYihIilpSVMJxNMJxNcdfUWjMZjLC0tYWl5CevWL2M8XkA7bUCOUI9HGSxI7RDdwoI5hxDQThvccN312HbTNqxbtw7r1y1jdTJFVdVYXFhEParBYNTjGsQOXhFyVrM/rwBIqxMj6sIlamGJNWz1EZGEKWAULtB5QaeWzlPGC+qANna/fsk6V/9+bR8BRDHriFZX2gjRlas4WzBbYZKUyuRWKCguMRSXlkdoJrsAZtQ1wfsaRIwQJpBDNIC8g3cVfOWUzzQIsVWgT+7nAunIh4xcMAtrTrez8616slVMum9mg7FhyICKjUnmBdQptzy0ytcp3bsWJSCq0M2Nh/XL79elDyDJy+j1YzeU9g+bb2kMbDDVSp/k4LdtA5qmQVBgz6uc27YBnDb8OZywlMdEIgbR3nG5/RowWxi1CpcqzCchU/vdiUK+G8sFU95nOkyk5VqddkqjqeVB8M4lM8RWdzg7wZ43T1I9Lv8YzWzeBGc98SSSF+OcA0VT5DSKCOsW0+cnZSh9iA+ltMlpEDjSOjn1rQQTOhMfDGf9V6XHIut3quQ80YTnmA8na1A5ZHeAVpWNloFWxslXlMycuZhMZFKbKmoizFA6JjRmG0PUGEqF/ROpkgqNOUVlxgO13rJ3Svl9lVYPEbqoTC/R370GOgiRwWRBxTiNs1nh5I7k/pi1WQJ+KF/vhUzvKj/Gp7kwjyRDy42hFxVGFkshrVvenbhcBo4JtAI5uBj1YFOkJwPQ7LUKiBZcY4n1AAEAAElEQVRALQCvHtSkwdzV/L1tYzq9JZWUY4yIbRFULQVcYPhQIaoVVM5cV0xhIlhgOZtdu9k3bz1EHhb9MI2vuohZQOCoY+eqqLwmH4tzZ50Zz9I1WgCW0Ksl+i9xSkQSjyqEcyQ4jmA0mnpW6ogGFEvBKgzEJHRxjIgOYEjgyKAne74I/mwVJyEFBU8p5nNaH5xB3NyHUrA2DQBZ89Qx7Lo5ZbBXqrC1qXNQN8ku8C2geAKorP3WlHLyRU6AMRE04CCKfiOvV0h7jX+JECnz3ixIBVzqacYJsbN/SoHB/u3taTbkZfbIokgDyfK4UyEUqPtKzO/OhteupzEk0jhTRZw8ss9l/D3qvIeU7j7tMUXjir4l2Tn9TsXvXTA/nfSm2nSWxQKgsrEqQCMbHLOkNBQihogffOvSzpimZ5jRrE5xayeGZDvrXFDa3gLtLrlgFi1+GrFpgbBe49Y0TQZ8kvUJAxRmwRcGUgycMhaOWWA4ysBMZwvTea/sB0AWmcqT1xkRVcsTy0uzskNqVFV5NE2Q1PEMAZIIyWWrVbAqWTwTUI9hmaQldpG6Q5FHCqpt7a70LM/aYgdSZsEth066fqKA+VSs88S+C2yZ888YjxzaNqJR8KoMdO0pgx1JASBSF3qA1cI3qAtdYSiZyGJZ2SsYeVvvDMOHWesR4EhAgNWJuH02GtPK3L04MgIx2hYYj+Uwt2kDpk1Ut8+YQErjeWa13bQyCF4z3Zn1kVOkMEyDvI82j3fU8TB9MhZjGcv3XDIOLoJk+64VmsUuIgLS0i/0I0IBlOZXkT5n2878DgkZSCoBpT6IdKCDRwC6YTdgMot8AmT9VpVPcnmMEWEagbgT23Zsx7XXXIvt27ZjdXVVACLvsLCwgM2bN2E0GqEe1SLze/VOaIMYFKi3gnghmLuWS/ta0zZYWVnFyq4V3HTjTZisrqqFyxSTlQmqSuIhjepasgAzg9Vcz4E02REySMUm15mMk+WeFAMVSLIJbAgKovJSMUZrku3v6QIXY+ySnCdVKs9HUAvSzMjnyd1ltjFS2S8d3pnY5AgUc9IWqPzoKy97RRvQTFtUVQVfVyr3d8GL5F2kBzzlaMj1fChkKeUTCFPKTLoHlNamaQiVp3XGtz+OxoMTsJMfViwt11XIN30xcnYg5Qam4pnYM1bovnRIiAgRgMuDsJIvpaLTM2WbrA99jTPfnyROHTOyTZGQrI7kUMLB+QoOXpIeQCO0aruTVqv1x7SZyS+lvrI72m/gURqIzsJIfUaWOiwm0fwFlseWkvBY/FIwsk7lMMDBTP2cSiAcApK1jr34YvASSFNMCkOaLR05dEGLCba5p6nVjC56MGeQpBRuC2ZiUFoIooB6ELwvwItSwLfJUfRexsYUd/WxtL7bOMQ8CZ1aM5Bm1BIdplxVrG1Vd4UAIEjdKU0wJNaNkaUQBJDcCkrrHyurNCmMMIatIIhZHCkIZ3EQRE6xCWzl5iE0RQvG+PKMgKvEjUqUFLOqAFjrdD2pLClnMcKpUm4KZ1Lo2GK0FEzKNsu2kWC5xHJkygCrwzSps78BUfJwLBYlaRvkoyOS0xBJt6XTPwuXxAWIhty+fFIjrizynh3A5vbCqXwdVQAQn1hCWitpvqiZqgnokJ6k+TVjSpl6ciunCDEZtZhfcAoaA4AE+HNONlYutCTbrEzmkIxqVo6c1yWro5jdwGQ6iEStoy11RM0ISU4HO8Kznp5x4SJK4vYZTbQtNsMs0HHiXYaIxWBtMO2nKxCVQI8x4pl3bD/xnOfSsbGspw6Q0uNnZZ/MPNxclWz+00wsL2l7AssLWcTKMsElCThat1nEymkep5hl0Hdhw0GamS1yTKfl+pZTO7KlTOa16beEtJQDRun5BGghr6tcLlLfXbJctfq0HWSGN1k6Kfkv0n3FWPdeNc280PJ0rQRzkMfU/pIpRLmf5/3NkhcYH0mCHKAWvvkdWd+mqxNcf9U1SEAkzLpUrTFCwLatN+C2Sk2Uvy7JGE0DiYuaxtxxasGz4IBFdcFyasERgRSE2dhYCF3c186BxEomTYlERLZGktiUlqKJbWmnLX63JKTMEkTUkqsSCYAVzB0uaoa2HE9W9zAACgyBs1tfnBaWPnp/jDl2koEO3ssBk68cmmm2RLT1Zjw5xcxCt48A0sGnxWgNxbikt1Jcc0X/9ZV1eFYMmsE0MDT5UQKPEnAnRuoaD0PLt3Y7e1+kKc4i4AmVE3mibU0+QwpgXvJvGRepbzoNCG3uu2TJs6CtJv/kvtu4xmjSh+x502mUIOQKclqAcrs36GRj5HsMVLJ6LG6vinod5asEiDJfEZc3q6cP7tnctPlJXFgt5SnWfz3p+pxXd4ATdT5nWTzH1pG5IO7Ok+kUzbTBLhBu2rYNN910E3bu2CXu/SHgkENvh4WFMZbXLat+IC42MQSw96iqqrMWTdZnUjBJE9rUoxp1PcLCaIzVyRQWLDkEsWhciSuoRxXWr1sP56pkEWOHy955MEc9uM6Wf7Yf+TIosxELcGrhG8jkPRHPQFSEIWCRWUwGINb4pTbBpUATCax42IFi6cpVbtjyOMOZh0KxGLL8AJXvpU6Rk0QWNasqA6yhQG9kiexroBoYCNyibVuAPEYLVdJpTS5Oh1Mms2lwOTv4t/GWZ4p+W5/7C2gOXsAJYOu9i+LxJCOW4paOTZLLUxZYrd9C6YCLMLE0U740UxpcymsgykYoylFIkegsn3VDwyRjBCufkROTMJJM1ZG50jum1AYqCkhttLi/EPAoRHFP9OoOLYf/nD13UnuoK8fGkhMC+KmDR3Y6ai8H2ToB9m+ST/OE6k4qXXRuFiAqZOWZSWWCqL7OLEyrGWI6mS1filGhPCfwyN5bEvHzS04glEVj57zxWCNZmUZusN6kkzYqyJGzmekpeWcny8xaBKPsUieYkQBbEkk/5nFVwMNr5jYAKZtABDpdL7+kqa5jEJkRdPGXr8tSFcYQYCaDxvhkQ7GMCkXcCnVvIrUwMqaXBDgHWIRJYWvS1xwMDYICq/SZrHsKNMOppObZgb0o/ylgkbaPyOyjnSo6JBY/bUgbFADd2BiOOM0bBzFjF8AsAix24M4xOLjExDyAaMCbLsIYIyIBvsiwYP9NligdMccUp+wukqw/9FYiyWRDznUM28hetJWZ/Kzzpi/SX58xU/qfvWwmRkS2JDBVt9ywDgiKdlTK4FihDQFes0IABmRKbKO2Dei/Lhuz8WiMyXSSgrm7KIEc5ITGgV0aXUgK9wBA44KRAzto2sycxS6mbBkFH2K1iERUcEruF3dEnzY8mPCgmSSJQ5pD3fONkpnmja/sm21Z9s3+kXWMYrM0/oc0V4vCesSd+W1zM7NCSm2IzBLolHrtKvivIwfmIO4YBHX7otQnTrxDeLLtUcaPHQPRAPkogcWtt6SMPgkTarZsgrW1pWtNO7tASoCub8YNGzsVoFNg6F4xGTTW/zJQAkzFT+lxnmkKp/2iU4ntyfadzBWweE+6vxsfSpqatg1EeUyd9KeZNthx03aNS6SQtD6288ZtuOKbF8+M1UC7p21TYNu0eLFFyqiDKoAqfZ26ZoJuB7bdxpgBEAcBLioFoHxhrZOC2qd9p+tOlQ8i0AFLzIXK5FXnBKxS3UTwDgYm05CCQmchXOpxlC2HqgpoA2X3LABEnOpl7sVjMpcpLyfr4/EIdV1jOtkOm8/m7hGjxfjL9TuS8eixR13neV01jVgdlYHK7V6zuklyLjJ/jJFT0O4ysHeW3UlkOH0uAWIkIRNEZCK1sne63iRFswSdDahqkRPAnAEdQINhS1DwGALaViyRVFzCeCQyZ2gtE5rImOZKlt5lYIBCArqaabaOS+OgoL0BlQaQdXRLmzdcjAeyZZuEbkByo7Rh1Uc6Mom5IjK691l7nNVj89fed3GNgQyCIlsj3Rao9NDIini25uDIaGMDBtA0Yg00nUxRqQv48vIyFhYW0LYtJiurWF5eEnmGkCyibZ/ntsXC4oICOuoaF6PqWi0q7+FbL5mjqgoL4zHWLS2hbSMmk1VMVieqezAmqxNMVsXlKjIwHo3gawmmLQl72iT/OCepz0FIIJRZPQFQy3tZA3ol/ZcYILVId66biAZpucqsdDYhy4mF7lwiBSW6ljn5BZQeGKY/9UUp2ZP1aSKQ9+DQglnBes8aQgSFHiPyDkE9QDwB1KJpp/CVLPJ0XB1lnduBdNr2NbuZq2yUTLLM8kXuUcEU1qQsR3b0EfuFO6XlMUrPdH7pjA8ju7qLPji/epNp7R2aPCouxxZqJeR34ii5G6diTB4uKjHZ0ZElxjJZvpRP7V5Cit5e/J65nSZLCRI+pG0bBDWU8c53gpvnUc1ymhXFKiAkIItt9PdM+9FtjVNjkrjZmzzpvvRJX4xOyLzpUzGI3VqE0XcnlfA3nTa2O3Y0PGSwp9MCqyNLLAQk5+bSKoMoZPS5CA5eaklcKEh9mZyIQFFcuULLiM7BkwdRnQAAAwCdzl5Wc82MmOayrI69es22AchAIGVh4u7bIOfgYl5kFrU96zu2e4tCakqsgXkMAZ1ajmg4qomy6zTEFqUjyXJHUGsAELwXBbjSgK4hhmRCTQZaxYDKVwnoiRzRcgC3jNFoJH0IYsnUUotm2ohZKsRPNzEBC3BOSAqRTgGtW4IHFxxKxojKd6yWEhSTe095gm8Oe2xjlBYIJYHalC1K4I6ZsQexbiJCAgdt3iXml08sCLbBZO7AkRIQQSh8kXW8s9CdGV1aNYlZUeornIGZ2VIjzqymWyG1OU9LGwPaacS4HqnrhGbmiDLnJqurWFhYUGGaUVUVHDk0TSvZQcgpcOu6SgQiKIpGIqxKeZFqF+zlnTKQToyIkNLTSFB+5TlRXBbtBFdAjahT1BUx0qSN0dkph8SxsnSzRPZvPk0ps1SkLYdZNZ9s/pDWi6W5J73GytdLAAmFEFrMJxFExYLSyqudT+segLjxkQMHCwI4p6wMb3Tb3Av2Xq5bOZFx3XGC8HZAlKVkrVjwSSsrb+SlcGBruLsmZGy66k625LE9hbIlJ8eOq3BqRKojW7TJNVOW9BS0s46hgFbe49j6VDSTkJMSpD6mm+TXckdl5nR6b3t8jIzYtgghYNo2ACPN2+u3XINvf+5rGOinQze28jeP1gPYTGrtAwkaXHlgXENS1bs8U80qCLZt6V/byH1MhbWS655JVJXTQx0FpaIdihRubpQtTVyl9TEQGyQAyShEYDTSWCQxYjpt0Uak2EVl9rPKW8yefFoM6QaaJgow5bOVpsXoAaTeeuSlX+ZzBqSA7BSKtcXArlV0/ZnSvprHq/JZ4cryKqdA0UTqgsfyPgITQmQZNy/lm9UPIAqsrdXEaxkKsoti6ytgXDtUowocAqZNSKEXKu9QVRVWdk3VSjWXn1z/2ojJpBtLyd5dP36WI4A1/q4FHvca9iAysNoCkwgsjLLFkcXmCkCWMwvxKbv6GX9Dcu+z4U6BrBnmwZF+L13O0qux/Si/1qR0Wlm+9zq5uOe2QL5yaoVvyqQCDTGm2CorqxMTicExoh7X2HTQRiwuLmI8GmO8uIAQWmz5wVX4zne+h+uvvR6bNx2Eqq4xGknmNAJhOp1oQGfurFFAYhT5yqH2Ht4LEj6dTDBhoPIVFhcXMaolM5zXrMo7d+3C1Vu24sabbsQhhxyCgzYfBD8i7Ny1C23TYHn9OkymDZYWF7EwGoHB2LFjB9qmxYb161DVdbF2HZxjhKbN3gwqgwioGQFNBrTbuWHynDKGvlsgo7dHo5BxqPfn/CxwVCTtYGU6DEKIhFatCb1TPRICODRNC+9FrmIfQVShqj3qUGEycSnelKs0YxcUYLdA6VSuCD0o0rAZ0EzkJt8YuOf3wqKFVQeadz0BH4gA9xKYsOk0xegU+EOyCC9AmiJy1WxtXAA/DEjQ8JwYy2RRlxJ0hW4JZkHfVX91HzWrKGuivPukDwJp3SWha+6IRLSxhYPDZDLFdDLF4uKizGE4TKcNRpptXqqn8pXp+pYLKYt4Ma57ov0b80hfTNRd0phPFvgLIXwNpdNchcpR67o/zL5us0Sh3sCUSzopMjz7rCwIp2ABdQCqbKbmEJixCpKMX+MRoveCokcGwcGNRgiVpNEmzibQgAgBnb5oG0MMoEDZ+krQjdT2nt6TFkI63QHWXAJl38vxTzF5HOBIpUVI1oSqrlLA1XbaIHiH2lcStI0ZgSUDUFWP0ACI7RQILXxVY2FxCQTCLibsiruwpO/eAl+KouZB3kvWrsDIa0RXkhMAxCsi3pKxolIJ1PcCgCIhMNByhA9B3OC8Q0UVQEixamzzIzgJcaOxVrKrIcOOaJ0dq0HmqaHLznkVtCQ4bAwBzrGcYgCdE4rEtIq5lNq+xhtLM5bknQpApuACkJgLO8lzZ5YVXR/cskDrk33OZZfgAKyNBk4Ubb9NUGyAaQM0Gh10aRHBO7DzYqPGhIgI10lhKbwtxCiJ54IGrq48XOV1w0UGh2yzAdJitPEd1bWVKKcHRBrAVeMdMQq2py9Rj3NZ08tYUEjJZqkuYKZU6HOaOEPXGHWAo3l8FTB3WnFDAiHNQ1sX6fc8KvlpyqAEq3Qf2FL2lM8EWfO+SvzA5iAU2O1aDuU22JDkPWL+2jJ+kdgvc/GHXJcGfY4xAhRTad1Twc4QIZvz53L71EwbVcBmU/X2vxtlD8lCiEfhvmgxjlSwsv3EuSrxAyr+U7bLBAfGCIirhTBRZDDpUeeKTcrUb2DL5T/ANz/zlbl9Gehnh7YD2N5/vQE4agQcVuvuxIymYcnYpka8dphpLnKVWg9ZTJqOnKxogHMOVV2hqgR5cG4qsRmCKvBOwCKz8gkk5bcWpFmtoRoFDUQtamUfVnMQgqaURwYyQpRyGIwK4vq4uhqB1QlitAxgWaoqWaDts845cJGqkinCOQYU2DdLoIryeIQ2gyOA/D6qsgys4efQhtgB0NSbH20QoIXBcF7AJE8EV6v1+DRgx/UNxmOAK7WIacU+eNoafxbU0DmkU23yHlVkNDFK++Q/aDVOUzq4tPFrgdUJsLoqTfQWYFyXfEq4pJn2grDL5DrZ5RU6f0hiFDEyyBjniygZkNK2aI4pK86GDZUCUGYRZVyae/d3407BsLvifWeLpK7m0C1vTV3uQCES93sL6RA0k6XMo4jpZCIuYyGgHlWoqzqFnRiNRmiaBqsrq3A7tmM8HmPjQRtx9XXX4q4n3g2LB23A6soKQoxY8A6jeoTIjMXlBQEuVe+wPcWs6JPVkMqtktqcEaYtnPcpsYTzDsvrlnHoYYfgputvxLXXXoubtm/Hxk0bsXnzJtDSInbt2IUYGStYQdM2qHyFuq4l+xsEnJK178VyU2UBAzQkDqIEvIdDDh7eG8ZSvrCBLTM7S/90zsaI0AaQr4ttN8s55eFeX1JIB1+FniNrixFaAYB8XaWDMLE0jIihRV0voHQtc85jvDBGbCXz2urKBIvLY80ICY1lGwCW9y0hISmZqKYwLiZLQOJJiQdQBGgW+OrLPmyxP8tr1F1zzGJpk+RKm7jF2Itlfpcs8U/CBhKSvxsq3qG8C5c8o7oytP1evHftW1e8pnTwLEC7HrD0WsvsQFTBuYiICNZQJObyFqJk0HREqCoxCKmqSmL7ahm+qpAMHABx41RGJuJsYVDASBhKmUVud7T/wCMdIUEbkQedKFl6AEkv2C0Hnif+S+ep+FZ8UhS0o0Sb0qE+1lYmqauZWHgEEBNq8npUwYC6KiECoRFGloIHj0daBqV+iTsZFPPpxnMqzT+lTWW8oIDJRPzdR+MatQbGFb3QJXCD1TmT2E6TOStWAFowKrbYS2JJgwhE9dMlSIYwp8HohAkEZYaz42x9MsVEAKOImrR90TIi5Z2XnQcjJEUMUDcy1gDYzKkfIBGGZDwgbmNMOYibvVfNEOD1NKk8RDXEF9YKTS3exohahT7vCOwBXzPa1VUxk9cgYmBC0wYQAuAIVeURIgMsR4qROc3XfFrgcrtidie0OdgZSZt7yMq2NdwsftC7H/puWQVkEcA0VWbB5DrTiWW+MgMwN5vCvxWFco80FymZfmf7hPTypW+mrNtcY01uyqaklsr6AUTMya+idQ6+Boi8KuURbYjJHDSGPPYCuIlw4cxCSMtLVjXEOaaWghSkvsnBAsh22lIK0/o+CIXSLgudQ3c+pRMuK6Tfv7WgSysfxcbIMicj0AnKb/PUVcYD9HelMniuWKMXviupHWXVpbluBosApOx23fmm87rXDztEcAWQI21wWVJDBqG6jdC+qkuVpKpllINbtiHFS4hAw1mwJQtOjiI7ZtHuedtyx/KPskk5in4nDsEM1iN+ouw+ljKSGfCl9dl4ZzcjSu9PThLF5MI4VgyWvaT7jkxA/8FFl+O7X/7mnF5gtwkwBvrZpx+sAD9cmRXOGMChHjjE9o3SyqhIzNTffgAV5EOLlh1C22I6jfAAxiM5sV9tQnZNQpEhqwQpXLY4kSDRnACDyNmFrfIOdS38eTpt0LLyokp4coiMyUQCOleqGDrnUNcVnBNXdSD3z/haFxD3GqcyoirkHek7oRpT7ndkNEEAIW8WRLpWmyB9Ez4K1BXBk7mBAYuL4kYfgpwIN40GKmZgtC6PNUG9rhWMs6xrVAFuhOSWVtc1qvEIzA3aNkhcolYUEguoriwNDLEsaxr5rdIzrAh5F8xIrnW25J2OtQMSwGTvMsYcDNs4Uz84vLmFMWDZ0AXssTmXtxp4krEkbVcbs5WRFVtyQPvbk95R3j/v2p7tJg4MihQwmUwB6AGWFyuGHdt3Yjpp4bzDpk0Ho64rjV/UwlUEdoQbbtyGH3z/Slx7zbWYTqYYLy1h06aDsH7jegAy53xVYTwaY3lhAWBxFwPsWMR19kOvCXUM1DNZeHYnFWQzxoCDD74dFsdL2PKjH2HHjp2YTFvEAA3YvQAmAcWaRhTwxcUFeO/RNC1CGyQYOCSWXMcSpkiSAkDmbZtDAZSUvEVU1yTVk7RjeuBkemhEDBLGZEauLmRtkU9SGh1keUD3/sJDhRXsc17Ae5MrhH87CTTuvcqmrri/wsLyIia7VrE6maBuFXjSRVDGM7Ig5Kbv2DtL7UvXC/2m6Fo6fCxlLHvFlvmuM9xZLjEL+TSedo8BR6UQWo7hGnpLCBEViVGCgS0k6A6aldVkcdQ009R2ck4PBS3JSu+Q09l77o5J15XNZFLMyFxzST1UwAa5ECarE7Rtg/F4oeOuVvlK4yBlIw0wBNADF/JaBsDyW9gz7TfwKLsQQIRRtbhJcSfWUBzSM4k7QCfDrG0SQU76o201CdmTwSB28JFV6Bc3k7qqddExfMqeg/ScnNS6JFTbABMRKu87qSkdaepGEBzVqLxYx0QNSiY7r/iJOy+bvycT6gnkCR4eC8xomNFqrWBOdSBdo9RnRl6UmYkijdCcZGuzY8wWRDcvrPLs32oj0sxlhYk5oKaLFpBalQsBVASMIXOWdwRXefi2hkNMJxgpgKreI4AEJ5Q6MovSVwAlHQUJUF9+NTNHSGg8NEg0GZinfWK1DiIqYl5xfs8p7q5oUir0SFsszS0gzFaQe5LsaMpgogWo7kI6Wa1NfUmjOwMSdFxqdJGnU09mAYQ6a4YBiuCoUh5BAQoHREpAUQlgpvLTZLG/UigmDahnYzTP6Fvc1PKWwPNuuXUTs0jO3iE6QvBykoIggol3mhGjCATinMN4vKCm/7ap2bsuxkiv2zYaY0wZEFP2hGKd232yX2iAfMrTilJQxNKSTJ73urlJdr0WUwB1VSmfEl92p5pgN9VqOWesTHvX9p2TC6gt2c4M5dnPad6XQKmtQ908TSCwMcwWPfZdDyDYTlLyvpNcjGFj1BfCMu9ijsmqq6McMgDKPugwoZCh7n6uaJtm9IQIHra+zBVOAr3lNLJV7eTEL707FSxgwpJNjSxspaDtqS8FmJR4Yx6TrvWTzI8sOBXr3saiSAgBff5bn/8abth6HWZIx2E6mSSlc6ADi/LMm6XrAnBTz5vAtrZDxsARYznQ8elUVmSn6TTAO8BXOu9YrFRCG+EqkhTQMCBTprrE2IF5yEuaeacubCwWRWb1A84WJVXtMFociYIaQwLlmQOaVoJIT8U7WcCoyLDYFYC52bmkoNmosPH6Yo07DSYd1cJcwCzOrlqRxYKqLQA1BT2ADICA1GrHOYxGHm07FWsjnxMlWPID7/UwSS17QszAka3PyMBoBAk4zgAHoJlEsRAHoaodnMq1Yc4yTvycBUCrvQBtUYE6myBJXzalsmAxRm1AiqtlQJINoxnX23zzWmfZpL7oYwBOqluty6a5GYkM6JEsVcZzu/uVXQPUZQ8ZxOpKdCmSxQFPzIzt23dgPB7BOY+2abE6mWB1ZRXtNKIej7G4sIiFBbFIadsWMUqmJ+cD6srjoIMOQl3X2LlrF3atrGL9hvW46aZt2LjpICyvWwYAhBgwaaZYWBjrnNYDSuQMXiazi0akgYN1kjETOIE5OZEMQ2KWjhbHOOSQQ7C0tIyVlRXs2L4DALBh4wYsLI2Sd4W0RUNFxKAggYIBxmCK7MkWP7cz0WdO/pDlBn0+gwl5nO0QEQzlJ/O4r0zWEGMaC7ueDuuVR1iZzuRJ5xVkdckSnZkA5+DqGvAelc8Hmm1keGL4egQ/juCmkfifrQQt986pNVYpbyEnYSr0cTIQq5AtuFxBVCz+Tm/tAC7XIYdaIQWHds4nS3tQkUnM6oYDeZIEN0m+0T4W2SIdHJwnuKpCaNtsRWZW/Gp1GgJ3mpq9h3qHmiqPmnyadEvjY/q+nMsymhYzK0QnbmcXMwcy/VuAN2Dnzp1glrAtpqcCokOGGBKGwBEpVmfuR567mT/uCU0Q2o+WR3mwDP0DoKfApuTL7wKqmAUQALBmIyJURMrBc9pkeAd2QUyCQ87iImTfZJOXDVEsSFxVoXIOweLzqAWOWQ6VCy4rHLJVdBZpeoE2SZWpOQ+nk9JO3skRQqtKnTG/QnogtWzyEKQ+p0pPw1jsjuU1/ZwQa5sA5U27pwTilM79vfdnKK53QGB5R0TCcCxTCwPCYB0AeAWAZEzFT9hLqkBuE4JsVk/Wh8gE1kDBIkSo0thyekdEBPISMd6OuAQg4rkT3BQwAbqyO473XiyGTBm1OC36nI2lAVOROQGKIFP0XFb2IolUy077XChmWmo6AZgRQ4pvxgDSey1mGumGEpGYRLfHhaIIZAuNyBrLoWQKtunIPHcwqzl0pLMOcKDl9ecV9z7vHZu5FZEd3WomEHYS38s2a9LT4MwzbM67zjoFOvtptwr7D0dEkg3RgLs0gwjqOiV1U6QcSJ50zkTbMM21Up8xHscFqBACUHn1dpPgiWxH1WmuaIM7Pvka+0wBTRHokNbRTN9sIyyez/8txyBv6Pqt2BTzvlDeT+ByuhYaQPdSEiR7G7sBR5E5Wz/2hTnVaJwGUjHLMRVR8jrVNLUGLGdrn1xsEcJy/jxgO5m0PZJ7vxlQjzQund+tt3P2gKTwovxZ3t33/vub2HHDTRkkK9KFXPODrVjdtTLb2IFu09SiZy1ixMC1U2A1GB+Sy0QBB1cR63xWNsTtW1xURR7T/V1lJSZx1XIKOiShl9U9Tj9zzNaNZlRY1cLzppMp2iai1caaeGVubsliStsZNH6RdxC3DMiz5MT9Vzoj7S8BHb0IFwktM9qg1n1qOWQAWFRXLgMtjMV6Veqcc2iaoPzI5IvM/0IQ18EYARoxOCpYpPdZjChPUo8ljEq8kZGStACM0CIBL4hAVVWovJcwBU0ripI+W9UCHBFpIHKz/irEHUvcSRDXNpENtX2cQRn7a6GWRZTfRUS+gaLGgLJ3jfQKcjlWZ6F/qoNBRysogaiIHFtqzhROR2X2jJVl13JUxAOcGJg2DUajGiEErK6uYteuFTRNi1E9xtLSEsbjcdrvRCYieDiMRjXqaj0WFgScCTFix64VXPXDq7Fjxw7EELCwsJDk1GY6xWhpCaHYLZMVj8rxXbKYkEiIbFLZBHZA5T0mK6uAcxgvjDEaj7C4uoBt27Zj18oKIkdschslc1tVAdDYqkHjQSqj6XhXIO+dBl6RCml9/S0NI7PKV5x0BLNWsVlKQEqCREQ9cFIWYRJhbLzt0M46n0CILC9I9A2XEhRZ/NrYiks6EeArQbldVQMsbmpRg895X8FXGmg8BLQtYeS9uAgWMXO7B4JyuMrIerW0KqZ7kj6c9GdK4ovJVDbWJu0QuRSj05gLFak6TVbO7K6UGfP3rFcRuomICl5TjKONOQMzsl0qewYAKuoofWRtLAxvoLyPlO3oVmA6ByGZcnZ6lSucTidycFNJzKmsRxLAOU5uTPqcHS7qPUCqqzvrd0/7DTy66PuXwx99HDYur+9Vb0oMFEszZE8ygglowEAsFGY9pnBOrE0sgJ9N7rQDa/HdAdBU6kSgGOEdIapZnmQcsqDHWSHsInG6lST3g0ICT8q1TH4HB6aYUWXOKkBnBHo7ljEL71wnBkb2bU290evA2uZFPP9y/y5TnOzkXAu2ZxO4ByRk3UVGgAYXSxPL+q89IY3Ir4i9U0CMvANF843NgJesf5cU3nKBpaDCDM0ggsxkIqexz+/dxsgkGqQySZ33HRGi08xzROn9aC/SmEcgZQKKJWMpFHr7HJ2ToOacYw7lv8yIzJLJxl+72RGEbA66yuUsFGnz7L7jNB79nJeFoMjgDMhF7rQrbb6pR102YeNhdOP2bfjBj65D5AAzrEu+1TFn+DqgyKTx1gHqM1wKvyAkNB9AmiMMTqCcXGdjMXqjchPW2EMaEDkgyHNwgJOYXLZRMoBIAu44IMU5S5ulZuLJfFUUsNKUuLTqS3Oa8xyV58u5VGxOtpnGmDZ+85WIMcJzts6DdbXcTcmEn2zZiJk1ofWpVpAAJM6nNLl8u586/9WZ2xUcDFxhhpjCA2Bb2xaroHg/9pyB1BYw1NYnIbluWflpP9HxhvXRhq5feMHC0yFLzP3v8A97PGaXs047U/bJmAp2mWFgyxU/QLM60VHSVa8A+OXf+i523LhtttCBBroZtCvIn1BmeGEErCr4UEWkDF2IwIYKWHSMoEGokxUMCQiR9ndOrKQj/3SEbWULbRvRNAGNBsipCumWoHF36vxMcuU0uROMaOBJFOVPrJbVGsGZEE8FnzK5gDt7v8mvSRcu+mP7uMSLcqjJQh5w2mOMN1p2uhgB521T0LLUGoi5a5GTAlIX7nc2XJYVyA6XxIJSsmS1LSEEDR6u8kdVjrn+x9hMMLdBq4sKizBrjwJaKY9Hb5aUYggXfbD3k+rMr9miSwCQftuZPCNbHNkwreVqln4rhrSU28s936yXbiv2lo4ITdOibQJ27VpF27aoKo+l5SUsLS0KSKvuOhbHzzkJwE7w6t1F8FWFdRs24NJLLoN3HqGVNPB2CCVrVt2wbO7bll4s9nKp97ds29ftsJiI0IYIYqAekbhsOULTtti+fQd27NiJqvJYXreEhYUFVJXTecyoYHGBosY3y6FWHEGt+lnnDKV1PP9gqORdee/NltJShjNvGCLwTLbGzGsSdmKLoTMwcwQELUiMGWKK5ViWCaDnXscp7pRzhPF4hOlkReJeQeWfGBMPkYsZnomcjvi676cHi2UrLLWsKeS+pMdxoY/o2CfdzvRlLcsaIwd/BfiTBKlUs3qNFM9wBHN2lZx5jzo+5SsWHU7BllRfIf/BeHz3GcM6yOX2rQUeFaJxMaYFHqHjFpmTy1q20rO25zFkSBIFdGJBmS5NVlxR+Z5pv4FH//blz2Hd0jpsWLcezC41GFDzvxgFLIFkJiJyGOmJB4GS60SaQ2XhMzuOEpnaYC+MZu/pk+3kXNaXtxnWBTFXJU7MIp9Ad8ADRmdiz7Q/ldNFXx0sVoq51UlZGTCRQozhJDaSgLA99Dm1Q+NhiPaaASQFLFLQcVu8BpyQulyECDMrJLVTNqzYGBWpSbcjJ5ZZlVhnhcS8xOwQZC5xxozzQjfEnvvv3Rh4ulwyB2s40hjCkYJYhcRFZnYqt3jnda7mkxQD2eAyipv3NFK/fg/m8j26NF52rzEMAElpNTsGBqe5DkAs5ILORRY4AJQZQQmkkc2PPofScZC4XvKOb9qxDU3b6BxVxZklxbvFZYEqyBwjgmZZiDHgoiuvxKf/+8t7Oblu7WQ7tgZRIAfUAahref8sLnttUOEH8i6Sz3qUeEius4FRmpIy1TX+GIvVoXcEjgGSsSPCw4G9ghKRJBtNLOYfddua45ap4iOrM50u2ZxLfzFvQeWJcUYpObUza1a2sQPsLLugrZM1Nly9Lv0uJR3u/G7zrnzOAJUZy8puDXlAsjaWwLA8SqQWsBkQtufattVYC3qvDm7KqGnbtTY7IpZdKFuiLr49ZmV1FTzAPqcRSc+xCqVmnZklB+6Ml/VLaMdN2xDUDNtOGc0y9Rv/9aUBIBroFqUfTeVPSE1dlI5ZBg4hxuo0JPcr80IZe7F6SRnAVDwz8cjYnlnhyFITS8DkKubEuicEs/IRIMR5h9BGNKqomUudV+vBpmF4n/m2HVgJsBQLJTfHGQGQAoanEIWFZN0WARtVFIbxMKKIupYYK20rLn6GniRlIAHeSc4XnsQFp6DueBlo5A1VMn7q1B1Iyw0hIOreESNLwO4GmGrZS14y8KEEgrS4ppU6FyoZW7O0glaZjCxU/AosCoe5rNkwaJg5BIhFkuy1CtawZD8rdxGTrawOP8efTCWomd3HmlNaGHHxF3tl9EGlA55IEnjsWlnFyq5VxBBRj0ZYXr8OG9avh/c1ptNGwkEAgPOawhzgGLEymWDHjm1op42E7qhrRGYctOkghBCwsmsXxgsLWFpahGOgCW3WpbiQHShvoaZr2AGoCUJi/a16gk6WaTNFPR6jriXESNOIO9J4PEYbAnZs34nt27ensAMLSwsayFrWmxweRwW/oGnV5YCIO2Z9yPqXDVxBpdwF7UN3G9f+FM+nA8cSOCvkICIkd7B5Kl/5LEPvVbnebiAtM7Qir7bNNMkcpMHjgsq4C8uLaNpJkm8Di+Zi8hn5VgKLk7n4dfWkcizkN07gBiU5p2w8JbDegHtyhVxncl6hg3fGXBGQpLOZzKdM0w4JbNUnwKwAf+aBgaXlkR4nprmagbf8jmbfCXJ9Jtcxen+zHGZNDEdNUyNLvDEQo9LMAeTkIDlGcd+E9SfqHCz2ApsrWU7v6qR7ov2abQ1cvhDzYBX3Hoqq3BByEGCbPCUowJwi2esFGe6YvqaVY8BRfxKlQoG82c9vrggFkeBcxBpLUirtLerdkRzOFxZEdpqtW5rF8SnbrfICchwM2UFd3fX/hCmIOhCzky4zt1ywPu88OLYITUBVe5C3oNwEx1HS9LIX6xJl3N45gHynPEdiNdbqTSGGjEiTA/kKVZVBKkRxIdTmyxhp3U3bJr9fO+UnVSCdWWGAcjDf/jsgAGzACCcF2WK6OOfAUMsZZo01oOUYIEMEQraGKudiR3IwBp4ifGa3tdIPOmHv6TWYBUjMDpGJ8eiscDUIrbKmLCE2rQZocx4uBhBLYPDIykNAqudrgHEHcDAAI+J9n/woLv7+5RhoD0RQEEXPMQlAaBGbRue1BKNfnUxROy9AkSOwK2OIjeArB2iQOnJVFqJhG3pX+Hd2KlDO/86Gw5KqHshgD4AcGFsuJkjChAUCIhMCvO6dDk0QkNLaApYTZtdPjRoBuMxwE+jJdlKjAGvHbW3WYtLYZoZLDKSfd9qST2Hss4BtBKcZKQy4Sk8kQTOD+fbZaWwqohynqE8pxe2cDYL1SJ1jti6IhWpBBhJGge0ix3Q6ViqY+R/OQlASbgDLoiHofezsCW3TIgfP1gHNmx8+84FPYue2HbONH2ign3G6fKf8zaM7LACHj3NMH/IqU6V4SsJEDSiJLFZGzgOkwanrWjJxUWaLJh6nbG6Vgkop+YbyJLMwYoa4LjiRuQJLrCbj0SZDAJn7OepE9gAg4FVWoHK/AAa1EvzeOwG6vR4OiZU94HzEeEH66r1mHSPpJ5DBjqDi1nQqHLauZTwixMLdQOYapPEcCQEtQgjJ+gP6HDOAqdRFJJZg9Vis5Ns2YHVVYke5SjOhMTBiaYPFeHIVOoGHGPJ9Qctn0lhIUXcFJyCRWS5FaP365wnJ2gjFnkqk4xu7fJyQlRuLY6TRMJJI1yIDUwZWFQZwHVBpL/WpA4KYGSsrK1hZWcXCwiKWlpawbnlZYxxJsp2FxQVUVQVALB/atsF0sgPXXXcdtm7diu3btmHXyipCZNzz5Htg/fplOTSGjre+iMp7TJsWfesOIO/r+gV9O7JkrcLZwnm1abC8fgMWFhawOp1gOpkghoiqrrFhw0bU9Rg33Xg9VldWEj9YWl5CVVW630Zdjw4UIDFHYZaBUgcSBCIKuoElJVAJcEd2kPAGhb7hHIrIOGoZJAfr5s4VY870JlZePoFsCRRIhgs5A7cNl4BElsiomMEmiJRDC9eRrQDR09etX4fp6gp2bd8O2rmKgw7ehNHSGKvbt6NpWlR1jdF4jNhOk47Z8RBBVxaKLDGZ0rGn6k0yhhauRCy55TeHZJJlg9sB7YoxZxtH07dYZdCunCiG4hmUZ/vNMqtTWVXGMsr6028hSsbj3ejjGa/pvwNOeiDQlWfL20zmBoWizRKja2VlVbMF1r3nI9o2oB7VyIqrXM8AUR7HDDwWMuYeaP+CR7bYC6AlWQaluVQE9wLy6QryAEbNwMWqIIOAvAAUgEkopXWeCgt+YwucpIaoivUM2UTowRJSvkO2rcmTIJ9GpSKSiRj0OZAEeUPkFKQqB0LPwgpFyM6Y2iMlR1WgKlQ5lSkktpJZK1mUfo5R4gw5dSHTue69l++mkM30vWiNBgLgoKffKqAFyU+WJyYEyDAbdGZL3xi175qhYeTEcsp7wMsbyx2UReZcRBuDKmKlSXVeWCIpAET55TkUCKm+X4cik1Wa/12fZGYJUOw7YBglQZAcwakrWsrQVM4JR50T/uxflk0qAYBsLJCVbppRJLsKtD1vc4UZWG2m+ON/fkf/rQ30kyBmgFuRlKuxzP/pVFLOVDUwHiFWtRqI6FpKrz+v55iEIAbFmGNLQe9Txi/Tm7KiEhVohwChkSMQUPBTbaa1lawc0hhcWodz8FGD0KaMFLmAyBEuumRsxJERC8sjKI9xGiS/P0ZJCdJNLVNpJaebqPJtC+IuJ0Y5s5wORxqLtg2autTiDeXt1tZ2B3A3oKbcgKHxidL1mIX/4nkZn942WYBQub8FeJNiTKGwlDUeaBkS7d1mnmnt7mbdyEIB695eKqIhBFzwxv87RxgZaKADm364Kn99OmEj4eCxCMDZihYwZuydBqwGMKqBqpYvplCY0uZcQAVZo2btS9Dgyw0wGqt6kwAkTnorF0pa5dGJD8eBNbpA5hmeFAjhbJUECLCjOiBWVxuRanX9N5Exncq94xFQeUIgidkUFXRxpGCHlskBaIIEj64AjNQqaMQM50OOEeU9KleJTBynKdOaKK7SrtFIdLbpNAMzbRsBl4OaQ8dveUnAujYqeOQ0JtMUWBhJO1l/s0xtTl0H1SNbDlgq2WZXdkgfDDhaAFA7PYeE3OecgoqJX+oZZRZ9BXBKe5yU1wf1WK/ZHuAgY0rFv3bfbYWYGdt37EBoWiwuLmLd8jIWFiTG0Y7tO8FMGI1HcnjmfUdZJ+cwWhhj3bpleO+wYSNjYWkRdzz6KDkMdg71aARfSSBubgPWLS+LhQQymGB/FnxfPDIyGmkyDUPVDt3h2RE2bdqEEAO275RDldFohLquUdc1ps0UzIx2/TImkwkm0yloxYn7Wl2haRrEGFHXdcq6BeIU60wOAtXLQNvRTKdwvlLZLuu0djhfWlETOXhvYQmyRVBW5nNM1gQuoCtfIo1U1sfK30wnKp2TOJlsyl9ym3KW4duMMHJZQeWXemlBwJ6dK5hOVrA8XUK9WAn41QrwTK7RoOem5RU8sQBNkkyYALhMyaVvDm5hIFq2Cu/NWSube3pV0rW69XTHsqfmUR7bvhxnz5VyXQpxEtXoRfvQl50NOCzLiJx18n4dSK50a3OfGAImk4nOX4/QBok1rPWEEDCiscjpHFMbzWghj1533c2L8TSP9it4lPRnRyAuFpyeBLuEtIbOC+ASnUwvi5JZKwGIUcGYVFnusCGXHXiElbE415soVK49VTYgCodOHAN/SusgCeLcjXkxjxhFnBnkiZ0YrI1JAsFET23btphgqsQQ0qk5l/2dW68qKbZYEiPLv5fL1UA6MbIwRuTyfXqrsYNoyp/9IGiZBvAVaw078bdFnFKPpDKtftmyXeVRtxWCBmx1lLPOGQJMTqQan2x2zFKjsDLSe3NAMnuW4Jgg6daj2mpksLLLjKUcibXEqLwcd6bTznSnCaCkApm9E5dBgjTPGZduvQof+PJ/zQBRfTKLMwMGCFlIG+inSM6J1BlLG3yn9us2vyp1sdBA2cmaR08pLD6Zni4ZOCBsTTcYFR64t8mw+u9HqB+E8UkiOQUj8dtO81glKDs5yeV0N00u+J2se0on7tCVweaa5YxfaPf1Q4xiXWPxyEIbizpLq6Bygy7AHrkrlVkqIbbbx5iVPHMfNoBaxtcXgLCByD3+7nLa2mhlc95jSMcTxivmTIM+lUJD3nf04CHKuwxc8GfmTruSqFe8h6Zp8IE3//Nu6xxooIGEvrctdhX6YnkcDcZGyi5iYomkygYhH64RoapCslgyajVrmWXCMTmWY3cNztvGk1zoI7yCRDFZHQgbN52xbLO5aVW1B0Hiv0yDbD21ZjWaToFpYDQsoE6Icp7RscIpZDyGBnZmILYCNNVFIOtpE+QZODStWmspL7Ykc9bu0UgDibOCPypTE2lwbJJnJOyClOVtjEizrbF22QELY7ketbwmZLfDyuXt1voyo8JoX/VsAcw5iHuM+X5zi/MemLYZOKKi3PJf162ikPW0vHltOVCJgWYyxcLSAsbjRYzqEZiBZtqgbSO8qxFjxGQyRRWCgpByIFRVNTYddBA2rF+Gc4Sl5WVsOOgg/Gjrj7BuwzJCK8HIvFtAPRqhZWB1MlG9RZXuQs8xF6a+QQJQgsYwVw8AwGRlAj+qUNUVqqpSWYGwOp1KUGgibNiwHuB1WFlZwfbtOzBdneCoo4/CunXLCpCJ10JVV0VSCak/W6ZQagftYZ92LvcnUXFQxTFKBlOv1iNFMPLdgQf5nplXmKzCZ8cQSbhLcpTJQIVQFg3pnkxQE7DhoA1YXW2w/abtGE2mGI9HGC+M0TQtVnetYLww2m07rS2pEQVw0hkXNjla/hwAjqELHlG2/LLuFAhckglzKIJsPZTwAtPVUnMK8CkdAGbX5I5FEudnSiAoRXqAGO5TMS/TGOxO2rSC96ArGkWOmE4n2LBhPZ7zP/8IbWuQezky/bK6ekGurtQdgN983vP2WP/+tTwyBlA0wi7rITnKxZCQMENnTSKQo92khNkaSgI8ISlPtgjTOHHeRIF8Aj6PytPqTi8KwEOKtu9CksqVdEKyKnM+bzqedKPN6DI5i3aTQSlT3uRpzPhydniNdiMJIGv1af7l/GuZakQGIRVngJccFxUMu5TUSBTWwHmlOKeh5iggttJn6YceA4JB5GEB0uTkTo6inM9uLBLjyRQ0BX+cgGiS5ckVgo5ILeaDTyRZE4wR2ukAEdQqQC007EWWA9WbI+Q0s4qCR/9+yXdx5Y3XFsCejWZfMe6NNgO7phOsNFMMdCsgUsnUgkekIBMqNYeAlGsZBixm0Dm5VSU+Z8A4KVsrmBRyYH3SO2EWRIQEEAHlZiine3rIo7/l9euLrHCJC6bPDiFoPA9ATqYsplqKTaHPR/GnBrwKPj0hhcWSM0SJ05QZPhV9RxqXDJxYXAFGDnbdHf89AiacAeYEHJX7jLaDC2DJBDK2OnT0+2C6CAuFwJYEPBRjmatLQoQG2XfFb1AhpJ22+PT7/nVuV2JkTFcnu+/vQAMNBECAkLXohxNga9Z94HcAzjHuvA5YrgAosB+K4Nwa4qMT5LnySG6/rIoMOAv9ItcYny+0CSKQOWRQbmjyCFPgo+yC7SRtGzQhTAZTAKT4R0QqqFcABSnegoJ7qOG6ijDqpCDXNeIA51CaiAxMJ4JQWSY4i1sbWgWJIM95lwG2Inljih9l4EsI6vYVs3UV6X0e+blGgT1XSR/K38wNj9Z4xwn8KTZNs2gy8Kyzm+gWTpzBIdt5rQrb9uy61dEL1SRtn9+sA5KqusbiWAAeZomBQ+QwHo9B5NA2rSbGyZb9bdOq21cAETBeGCGEgBuuvwFVVWE6naq+Q5J2vm1T7NFk2YM11RqxPlF7sFIbs3Vo2WrFS4FUR5BQGnJgpnKD9bGqxCppVKNtWuzcvhMLi2P4yifAKckWhRwRI3fi9ZiXTJ5loutYb1JiICDJFnZIrbfncl0GP8rDNaMMiJSWI+XvuV1Zhyx0SuNZpbpjv1sZvYqbaQNfe1QLi1j0NSarE+zasUs8OOq60IlKT41CJutwPKurK3fZ60yQEGcLfmZGVF6TYnqC4Tqgfm+gKM8SG5POAWPS4fQeTdogoVLywaPMowxaodfuGVFVZXEWcVt4iY7Jf37u87jgwguRzlOL8VlT5LX9J/WRi/tlPjdtg7qucdNN2/ag++9/2q/gEatpVMmhbf2J3YeSfhBUN3bQ3ZKZp81CBfcCq8zy/YwCT0UpcxtZtC0vNJmsGtCLY+d3m8zMapFiv3UQ6W6NGT2drTr7vdqu5zJogwK0ATAzIzit/9kfkluEgWymjJWn5kX9RcMYnDKUif6X6xdF07pq1g4mVAHkHZxOJXbZ8Za815M7Bpy5oxigRhqoTmOypNghwpyd3u80Wx4Vynp27rXYUciBpNP46nuNhH+77DuIFocmWTBxGrJSqLA5VpnVFAEXXbMV1+8aYovcJkgzSqQonjY7VCp2C1UGJDqLsFjvCUNhDbIo/M9RtsojaCaQcvJZQKTe4jbeJNK/ZD4Tm8AS9pbMRZ48IoV0qmUbWohSP/u8boy3EhfnOLbZAmrdh5RqumwP62mOBY0vnuqMifGZJFYUvL7fUVKGP8PbisrNepOL30qzcLvdQDWO+SQp8UE7fTKXQTIBLmqAbTmZJ32ZSZ5KQGK3jc20wTc+99XuCZq9kzbgmh9u7fdooIEG2o80YflLpAFsvr9LPOiJ8kGAgUeHLwAL4n0vGcYYYI+cFACZ9VicSvmcZagka0VO8lxWTsT9DNAzh0J/Q/GvZS0r9Qo1DgWg8X40HJ9Z3Fi7QoFwMHLAabPQ8R7wFttSeWVgDZeg/Yva/7aVMsz4ttEsb0XoyeTubIcXsWiPbZmpf0CKL8wswBgVbUwxqwBQK5+b2AVxkssfAY5LGbrQLUwORe4TQ95rCQYBGfCi3h/PuY7eb7cFIhK3tHpUw3mJcWXZtyTOo0cMUedT9oyww1rnHSpPGg9JXGe89xIbiAQulHAbQcJfsAIds0hJR+eT/TxrhrqF6z6es1aTgjIcGW3PZV3658AcUj+X2kVsDxJEGwTUo1p1EkrgsYBPACWZMIkTWZ6jdFXrsTlaBryXsfLep/g6KqXktPWmrxWWLgnkKGXL3YEOem9ugx1hUifrIZneyTwDGlnlDJO5GL6qMF4cY2XXCiaTCarIIOdRjypJTFTcn/SqYvGk0Bygog1IbeNibFm7XbrflSNc6rN9SrOEijJ1bL3PK9tcn1cnE7z1He/S+L4w1VCeUyu7yBGLiwtwFkNTy48hJN4ae311znR8wsWXXIpvfPs7a7+wWyHtX/BI0TsDFYxiKGNNlOZfvdPhEtDIpab/5TeKrqBe6nHFxi51IM1iW8h2jMLpkQJlTmsom7pJG+Wzt6BvDKDnN5iaw/0ruphhC8eQ2sJsMAkj6IBHHUWpoP4JDTNSlrLE0JjzYkjXoQYWszF9spWWKlflzp9rBmBHdYqiQ2MOGRN3EotKgsJloMhSWstm4TICT0DK/MVOwSNbfA6rTYPLbrxWF6K0J21a2irnCKEJKbiuuZuFEPG57186ZwQHGmgOJSGAkdL/MItkTTK3SnNVJB4moIrTdW58y2JeRQ7pWTtViezAXJxzpjL0FKRjXVTA4gaMFOtX1rVsws5S/yR2wCAOoCLvctqwE/hiTCszWWZ1xeQuTFUyuKxcFSUr38g8mrrPptLWMOLdjVRkgiB1Ky0HAd3GcVFnAYoVZt3GH6NaEHWFQIeVnSu4bsu1cqE88dLqp6tTfPdL31yzzQMNNNAtQz/qGPZ1+YqDZBOLMbu7eRbAZdkDdQHyxMhdy6ECdYgsmd5SXMdCjDLLIwekbHGO8mfALKAIBry0QWKOlF7T3gGhAF1UCksAl5WlYZiSgbnIegYeRYTQlc+jAlfBLJ407pH3wK5deaBIgaj0bAkiGeBDuW/RggYVLNhCRwUFqaKE9cvnkkFd7oCO9U+wdwAFy1itsjRIkYn4th1Y7KMWYolVgkEleFSCSuU9fdqNjn5AUnL3UnnErGpNb8jWOVmJtwQi3ntUVREz1BU6nll3qHxj8WS99+mdGDFQHOhniaFD0qCU5dlctJIbUbI2Vr3T4pOF3M/FpUVMJlOsrK6i0thI5t6aQ40Ux2MaKsNcoXKruPinBHas35atmtUCS9Dk0gslMHJyJWUUCSSDyXF20DcLHnVdq2RERVSLib+kcSTAwWeRj1OpnfF13oM4IjYSIX9xcVFj7UwRAmO0sIDReCwHo8XTdnjXoT44kwDB7jpMbFQXJQO45LLLsGWrHMK5xGB6OID1W+u2dygWaBqQ3LveM4zV1Qne8/4P9Fs70B5o/4JHQEehz9cpCfzppeYHCgUGSMBFR+HALAfvzDKkiSgMhNJC4sIaJ6i7g8cazGgOmZmyLEVCaZGTlaq+EtM9O7H+91dIArjSc6ZwqZ2BCS+cq+20jeXPsm1xwQSkuIzlmm8tIicfXJfeQ8n4AJh1DpmIsnsyBi0gmFoYeacRlIRW2xZtFCf4pm0BlhMJDpJNgGOQuCaya2gWFCnryptuwHu/8d97bMdAA/3YZGCRCiYAVBpt1KcBSTCJMSKQ2LI55xBCA5CH9yqYMoPhEWI2wQWQNvHp6hRuUQLMG+9EDAgptbPTkzJ9jMV1zQQkKnkgsgwgQkZ+Zq7rLgORRDgzNzCUGz6J2webC1ghHJkAQ5mjp2eKDmZW1EO6O5ZHxUZetrlPXfPdJCGl3/IBgP5eCFGdQ4CCYwc9NSIiNJOppCbW7CYEi+3ksOWKH+KL//q5mTYNNNBAt176wTyPUeW9dxwBG2oBQ7yDWuowagNI9H+inGRFLnEzBd1NqIridyEgCHXjINWVHkqAJG7atAEroGPbEDmxwDFRuHSkKDAaRM75V2K0MnK8D6cHcKTGtUHb5HyOf2SWpsYn7bwVUHDKAxaSz0H+EyMQ1Q/PeYnLZC5wBjg5FF7hbK4oXfG+D+akEdStIkDaUo1kv3CsbofI7msowCOPIg6T9sWaVSOdsXR2F6A7zrc18MhkEe6nsEP+mkNIRMQiYYfoGtn9PAFHnC2WY9BEIgYwqqVPX0QRsFF0KTagA/IMK1AkoEWWP5J7Gco5pbqWAlrEOTPreDTC0uKiZJdbXcXi0qICSJRCc1SVxe8trLk56gEfJZ0NeshXAhgGZCULaGuRWj5TcneLCE3WhZ1zGh4zR+Qq5SYudT5ksRWdA0GSbLXmhtd/yZ17+yRtrHwFDg2apoXzjHo0xsLiIqbTBiEEhBjQhoAbr7u+4EHcWzTyflxdpYZ29E7rgI4xaRlmUBFCi3f+83vxyU//+5x2DnRL0f4NmG2LAqZYdH+Tf5FOewWf0Mmiqd4jAPKCbicEEQ7wBA9JU563NUKXo2SGT7ZZu4j5adbEHzFamsd54Aw5VTy65xJz/R0LSosna32dBWoWPeU1WcsZZNMtfq5Z3gwlRoVUbo7nBIilUMyoNrKPcEodnlibSAZmgs3sQJGR4HoVnJiKsU/viTROkRxf+aIdH/36f+MrQ8r4gW4tZDb/JoEHye3c3rQN2LgOEwaallFxRF07ADU4aCYxgqZ3FincV7W4TbatmizLwQkDIlS4mCERBXQjR81Gwwl3nsl+BqAv2op7sEun1slqibuP2DU53eF0zUo0Xp6skhJmrqmo2UAW3+Gd5Yldx/+gaGd2Ue6C73aHuY6VVJ4WRZbA3aU1a3pGrVwdiQm77DWkbsflEHDePmLEld+7HJ//2GfmjO9AAw10W6Mrp5C0Xz06aT2wYew1YUZE20bZIhiowGrxI7ypnUaMRyI5tWXU5j7poZvxqso7BCflws4wPKFtxTXCK1jTBz24W2Q6+wBLcoOqdhoZoefwzHIuojqm7ksZOLNU92YFQaT3ewcOMVkZGQuOAahrUS5iFEujaSMBuKFugtAEvSVY1I85lBsI082lfBaXOrOWsm0xIp8deAZGes0ssQxcKzOp9f+1cuzfiCT53mYoxpjczPJ5V2GhDAGNDBgSC59YPIuclcxX6aWYXONYwkmksR8BfY0xH/5L7ZFz4BN2DhSjKq8Gv0i7QgiIxcFz8kLxBTjBXtqpqcyX1y9j1+oKJqsTTFZWMaprVNUYdVUDHCV7NKCTSMAvqbFI+WdkYJmensUgcgZ5B68gm/e5XUzZkikBUOkvh+Eoxz5VZaiqjkMxeig0vbRoS68feT693E75RNmSSy8I6B0YHCUj7sJ4jGkrJoeXXHIZfvsFL8ZAty0ing87DjTQQAMNNNBAAw000EADDTTQQAMNNBDmm+QMNNBAAw000EADDTTQQAMNNNBAAw00EAbwaKCBBhpooIEGGmiggQYaaKCBBhpooN3QAB4NNNBAAw000EADDTTQQAMNNNBAAw20Jg3g0UADDTTQQAMNNNBAAw000EADDTTQQGvSAB4NNNBAAw000EADDTTQQAMNNNBAAw20Jg3g0UADDTTQQAMNNNBAAw000EADDTTQQGvSAB4NNNBAAw000EADDTTQQAMNNNBAAw20Jg3g0UADDTTQQAMNNNBAAw000EADDTTQQGvSAB4NNNBAAw000EADDTTQQAMNNNBAAw20Jg3g0UADDTTQQAMNNNBAAw000EADDTTQQGvSAB4NNNBAAw000EADDTTQQAMNNNBAAw20Jg3g0UADDTTQQAMNNNBAAw000EADDTTQQGvSAB4NNNBAAw000EADDTTQQAMNNNBAAw20Jg3g0UADDTTQQAMNNNBAAw000EADDTTQQGvSAB79mHTMMcfgqU99avp++eWXg4jw93//97dYm24u/dM//RP+9//+3/v0TNM0OP744/G6170OAEBEe/X3b//2b/u/A/tAp512Wqc9CwsLOPHEE/GHf/iHmE6nc5/ZunUrfv/3fx8nn3wyNmzYgNFohCOPPBJnnXUW3v/+9yOEkO79t3/7t5k+b9q0Cfe///3x1re+tVNu0zQ47rjj9nnsB7pt0Ctf+UoQEa699tpbpH4iwitf+cpbpG4AuOSSSzAej/GZz3xm7rpa6++Wpn57NmzYgAc84AF4xzveseYzX/va13DuuefiuOOOw+LiIhYXF3GXu9wFT3/60/HFL36xc6/NC/tzzuGII47Aox71KPznf/5n597vfe97GI1G+PKXv/wT6etAA+0LDXLTIDcNctNAP0ka5KZBbhrkpp8cVbd0Aw40OuKII/CZz3wGxx133C3dlH2mf/qnf8I3vvEN/N7v/d5eP/PXf/3XuOGGG/DsZz8bAPCZz3ym8/urX/1qfPKTn8QnPvGJzvUTTzzxx27vj0t3utOd8Pa3vx0AcM011+Dv/u7v8LKXvQxXXnkl/uZv/qZz72c/+1k85jGPATPjd37nd/ALv/ALWLduHa688kr8y7/8C8466yy88Y1vxLnnntt57jWveQ0e8pCHAACuvfZa/MM//AOe+tSnYtu2bWnM6rrGy1/+cjz3uc/Fk570JBx88ME/hd4PNNDe0Wc+8xkceeSRt1j9L3jBC3D66afjlFNOwbZt22Z4zGMf+1gcd9xx+NM//dNbqIVr09lnn43nP//5YGZcdtlleM1rXoMnPOEJYGY84QlP6Nz7xje+Ec961rNwt7vdDb/7u7+Lu9/97iAifPvb38Y73vEO3O9+98PFF188s7d8+MMfxsaNGxFjxJVXXonXv/71OO200/C5z30O9773vQEAd73rXfFrv/ZreO5zn4tPfepTP7X+DzTQ3tAgNw1yU0mD3DTQrZ0Guenm0yA33QqIB/qx6Oijj+anPOUpt3Qz9gs9+tGP5qOPPnqv72+ahu9whzvw//yf/3PNe57ylKfw8vLyHsvauXPnXte7P+jUU0/lu9/97p1rTdPwXe5yFx6NRryyspKu33DDDXzYYYfxsccey1ddddXc8r761a/yJz7xifT9k5/8JAPgd7/73Z37Qgh8zDHH8CmnnNK5PplMePPmzfxHf/RHP27XBjrA6BWveAUD4GuuueaWbspPnb71rW8xAP7whz+85j1HH300P/rRj95tOTFG3rVr1/5u3m4JAD/zmc/sXLv88ssZAD/4wQ/uXP+P//gPds7xmWeeyZPJZG5573rXu/iHP/xh+r7WvLjkkksYAL/kJS/pXP/iF7/IAPg///M/f5xuDTTQj02D3DTITcyD3DTQT44GuWmQm5gHueknRQek25qZpX3ta1/D4x73OGzcuBGbN2/G8573PLRti+9+97t4xCMegfXr1+OYY47B61//+s7zq6ureP7zn4+TTz45PXvKKafgfe973x7rXsv8+n3vex9OOukkjMdj3OlOd8L/+T//J7WzJCLCs571LLztbW/DCSecgKWlJdzznvfEBz7wgc59F198MX79138dd7nLXbC0tIQ73OEOOPPMM/H1r3+9c5+ZK77jHe/AS1/6Utz+9rfHhg0b8LCHPQzf/e53032nnXYaLrzwQlxxxRV7bcL4/ve/Hz/84Q/xpCc9aY/jUtJpp52Gn/u5n8OnP/1pPOABD8DS0hKe9rSnpf7PM/Xsm7kDwJYtW/D0pz8dRx55JEajEY499lj8wR/8Adq23af2GFVVhZNPPhnT6RQ33nhjuv63f/u32Lp1K17/+tfjiCOOmPvsSSedlE7KdkfOOaxbtw51XXeuj0Yj/Mqv/Ar+5m/+Bsx8s9o/0IFN3//+93HWWWdhw4YN2LhxI574xCfimmuumbnvne98J0455RQsLy9j3bp1ePjDH47//u//7tzz1Kc+FevWrcPFF1+MRz3qUVi3bh2OOuooPP/5z8dkMuncO29N/sd//AdOOeUULCws4A53uANe9rKX4e/+7u9ARLj88svTfccccwzOOOMMfPjDH8a9731vLC4u4vjjj8eb3/zmverzG97wBhx++OE4/fTT926QijY/61nPwnnnnYcTTjgB4/EYb33rWxM/7Lt/rMW3v/jFL+Ixj3kMNm/ejIWFBdzrXvfCu971rn1qS0lHH300DjnkEGzdurVz/TWveQ2893jjG9+I0Wg099nHPe5xuP3tb7/HOjZu3AgAMzzmPve5D0444QScd955N7P1Ax3INMhNmQa5ae9pkJsG+lmmQW7aexrkpkFu2ls6IMEjo3POOQf3vOc98Z73vAe/+Zu/iT//8z/Hc5/7XPzyL/8yHv3oR+O9730vHvrQh+LFL34xzj///PTcZDLB9ddfjxe84AW44IIL8I53vAO/+Iu/iLPOOgv/8A//sM/t+PCHP4yzzjoLBx98MN75znfi9a9/Pd7xjnfM+HAbXXjhhfjLv/xLvOpVr8J73vMebN68GY997GNx6aWXpnuuuuoqHHzwwXjd616HD3/4w/irv/orVFWF+9///h3hxuj3f//3ccUVV+Dv/u7v8Dd/8ze46KKLcOaZZyZ/87/+67/GAx/4QBx++OH4zGc+k/52RxdeeCEOPfTQm2VKffXVV+OJT3winvCEJ+CDH/wgnvGMZ+zT81u2bMHP//zP4yMf+Qhe/vKX40Mf+hDOPfdcvPa1r8Vv/uZv7nN7jC677DIcdNBBOOSQQ9K1j33sY/De41GPetQ+lxdjRNu2aNsWW7duxete9zp84xvfwBOf+MSZe0877TRcccUV+MY3vnGz2z/QgUuPfexjcec73xn//M//jFe+8pW44IIL8PCHPxxN06R7XvOa1+BXf/VXceKJJ+Jd73oX3va2t2H79u140IMehG9961ud8pqmwWMe8xj80i/9Et73vvfhaU97Gv78z/8cf/zHf7zbdnzta1/D6aefjl27duGtb30rzjvvPHz5y1/GH/3RH829/6tf/Sqe//zn47nPfW5SBs8991x8+tOf3mOfL7zwQjz4wQ+Gc/u+VV1wwQV4wxvegJe//OX4yEc+ggc96EH79PwnP/lJPPCBD8SNN96I8847D+973/tw8skn41d+5VdudmyWm266Cddffz3uete7pmshBHzyk5/Efe973zWVrN1RCAFt22I6neLiiy/GM5/5TIzHY5x99tkz95522mn40Ic+NChaA61Jg9yUaZCb9o4GuWmgn1Ua5KZ9o0FuGuSmvaJb1vDpJ0NmlvZnf/Znnesnn3wyA+Dzzz8/XWuahg855BA+66yz1iyvbVtumobPPfdcvte97tX5rW9+fdlllzEAfstb3pKu3e9+9+OjjjqqY1a3fft2Pvjgg7n/CgDwYYcdxtu2bUvXtmzZws45fu1rX7vbNk6nU77LXe7Cz33uc9N1MwN+1KMe1bn/Xe96FwPgz3zmM+navppfn3DCCfyIRzxit/fMM78+9dRTGQD/67/+68z9APgVr3jFzPX+OD/96U/ndevW8RVXXNG570//9E8ZAH/zm9/cbbvM/LppGm6ahq+++mp++ctfzgD4vPPO69x7/PHH8+GHHz5TRgghPd80DYcQ0m827v0/5xy/9KUvndumiy66iAHwG97wht22faDbFhk/K9c1M/Pb3/52BsD/+I//yMzMV155JVdVxc9+9rM7923fvp0PP/xwPuecc9K1pzzlKQyA3/Wud3XufdSjHsV3u9vdOtf6a/Jxj3scLy8vd8x+Qwh84oknMgC+7LLL0vWjjz6aFxYWOut0ZWWFN2/ezE9/+tN32++tW7cyAH7d61632/vmmV8D4I0bN/L111/fuW7r8pOf/GTn+jy+ffzxx/O97nUvbpqmc+8ZZ5zBRxxxRGe9zyMA/IxnPIObpuHpdMrf+973+DGPeQyvX7+ev/jFL6b7tmzZwgD48Y9//EwZtvfYX4wx/Wbzov+3YcOGzh5X0t/+7d8yAP72t7+927YPdNujQW4a5KZBbhroQKFBbhrkpkFu+snRAW15dMYZZ3S+n3DCCSAiPPKRj0zXqqrCne98Z1xxxRWde9/97nfjgQ98INatW4eqqlDXNd70pjfh29/+9j61YefOnfjiF7+IX/7lX+6Y1a1btw5nnnnm3Gce8pCHYP369en7YYcdhkMPPbTTxrZt8ZrXvAYnnngiRqMRqqrCaDTCRRddNLeNj3nMYzrfTzrpJACY6fe+0FVXXYVDDz30Zj27adMmPPShD73ZdX/gAx/AQx7yENz+9rdPJ1Rt26Z3uzfBzb75zW+irmvUdY0jjjgCr3rVq/CSl7wET3/60/eqDc973vPS83Vdz4wxAPzxH/8xvvCFL+ALX/gCPvaxj+FFL3oRXve61+GFL3zhzL02lj/84Q/3qv6Bblv0a7/2a53v55xzDqqqwic/+UkAwEc+8hG0bYsnP/nJnTWxsLCAU089dcbkmIhmeNBJJ520R57wqU99Cg996ENxu9vdLl1zzuGcc86Ze//JJ5+MO97xjun7wsIC7nrXu+6xnquuugoAbjaPeehDH4pNmzbdrGcvvvhifOc730ljXo7nox71KFx99dVzLRX69Nd//deo6xqj0Qh3vetd8aEPfQjveMc7cJ/73Gev2nGf+9ynw2P+7M/+bOaej3/84/jCF76Az3/+8/jABz6Ahz3sYXj84x+P9773vTP3DjxmoD3RIDdlGuSmWRrkpoFuTTTITftGg9w0yE17Qwd0trXNmzd3vo9GIywtLWFhYWHm+rZt29L3888/H+eccw4e97jH4YUvfCEOP/xwVFWFN7zhDXvtc2p0ww03gJlx2GGHzfw27xqAuVkjxuMxVlZW0vfnPe95+Ku/+iu8+MUvxqmnnopNmzbBOYff+I3f6Ny3Vpnj8RgA5t67t7SysjIzlntLN8fMsKStW7fiX/7lX2b8U432Jj3ncccdh//7f/8vmBlXXHEF/vAP/xCvfe1rcdJJJ+Hxj398uu+Od7wjLrroIuzatQtLS0vp+vOf//xkRj1PAAIkM8l973vf9P1hD3sYbrjhBvzZn/0Zzj33XBx//PHpNxvLH+edDHTg0uGHH975XlUVDj74YFx33XUAkPzB73e/+819vm/CPI8XjsdjrK6u7rYd11133X7nZ/PIfr8leIyN5Qte8AK84AUvmHvP3vCYc845By984QvRNA2+/vWv4yUveQke//jH48tf/jLucpe7AABud7vbYXFxca5Q+E//9E/YtWsXrr766jV5zD3vec+OQPrIRz4S97jHPfDMZz4Tj33sYzv3DjxmoD3RIDetXeYgNw1y00C3Lhrkpn2jQW4a5Ka9oQMaPLq59I//+I849thj8c53vrMT/LAfEG1vaNOmTSCimUBfgPif/zhtfPKTn4zXvOY1nevXXnstDjrooJtd7r7Q7W53O1x//fU369m1gkqOx+O542yMvqz7pJNOWtNfeG8CpC0sLCQB5X73ux8e8pCH4O53vzt+7/d+D2eccQbWrVsHADj99NPx0Y9+FB/84Ac7/rBHHXUUjjrqKABYM1jbPDrppJPAzPja177WEYJsLEuGNtBARlu2bMEd7nCH9L1tW1x33XVJyLB588///M84+uijf2LtOPjgg/c7P5tH1p/9yWNMCOjzmL5AY3W/5CUvwVlnnTW3/Lvd7W57bMMhhxySeMwpp5yCE044Aaeeeiqe+9znpmC+3ns89KEPxUc/+lFcffXVHeHN4qKUwTT3RM453P3ud8e73/1u/OhHP+qcQA48ZqCfFA1y097RIDcNctNAPz0a5KZ9o0FuGuSmvaED2m3t5hIRYTQadRbRli1b9iprSJ+Wl5dx3/veFxdccAGm02m6vmPHjplMIPvaRjsFM7rwwgt/LLO6vUG1Szr++ONxySWX3Oz65tExxxyDr33ta51rn/jEJ7Bjx47OtTPOOAPf+MY3cNxxx+G+973vzN/eCEF9skCaW7duxV/8xV+k67/xG7+Bww47DC960Ytw9dVX37yOFfSVr3wFwKxZqQX2vDmBNAc68Ontb3975/u73vUutG2L0047DQDw8Ic/HFVV4ZJLLpm7JsqT3B+HTj31VHziE5/oCA4xRrz73e/eL+UbHX300VhcXNyvPOaYY44BgBke8/73v7/z/W53uxvucpe74Ktf/eqaY1m6yOwtPehBD8KTn/xkXHjhhZ3Aui95yUsQQsBv//ZvdwJ53hwKIeDrX/86xuMxNmzY0Pnt0ksvhXNurwS4gQbaFxrkpr2jQW66eTTITQPdHBrkph+fBrlpkJv6NFgezaEzzjgD559/Pp7xjGfg7LPPxve//328+tWvxhFHHIGLLrpon8t71atehUc/+tF4+MMfjt/93d9FCAF/8id/gnXr1t1sdPiMM87A3//93+P444/HSSedhC996Uv4kz/5Exx55JE3qzwAuMc97oHzzz8fb3jDG3Cf+9wHzrndMs7TTjsNr3rVq2bMkn8cetKTnoSXvexlePnLX45TTz0V3/rWt/CXf/mXKY2i0ate9Sp87GMfwwMe8AA85znPwd3udjesrq7i8ssvxwc/+EGcd955N2ssnvzkJ+N//a//hT/90z/FM5/5TGzYsAEHHXQQLrjgApx55pm45z3vid/5nd/BL/zCL2DdunW47rrr8OlPfxpbtmzBAx7wgJnyLrroInz2s58FIBkDPv7xj+NNb3oT7nvf+85kMfjsZz8L7z0e/OAH73O7Bzrw6fzzz0dVVTj99NPxzW9+Ey972ctwz3veM/nMH3PMMXjVq16Fl770pbj00kvxiEc8Aps2bcLWrVvx+c9/HsvLy/iDP/iDH7sdL33pS/Ev//Iv+KVf+iW89KUvxeLiIs477zzs3LkTwKyZ982l0WiEU045Ja2f/UGHH344Hvawh+G1r30tNm3ahKOPPhr/+q//2skaZfTGN74Rj3zkI/Hwhz8cT33qU3GHO9wB119/Pb797W/jy1/+8s0W+l796lfjne98J172spfh4x//OADggQ98IP7qr/4Kz372s3Hve98bv/Vbv4W73/3ucM7h6quvxnve8x4AmBFqAOBLX/pS4o9bt27Fm9/8ZnznO9/Bc5/73BnT9c9+9rM4+eSTb3ZMg4EGWosGuWmQmwa5aaCfNRrkph+fBrlpkJtm6JaM1v2TIoumXka1Z56fwYI5Z5Ao6XWvex0fc8wxPB6P+YQTTuC//du/TeWWtDdZQ5iZ3/ve9/I97nEPHo1GfMc73pFf97rX8XOe8xzetGlT5z4A/MxnPnOmjf16brjhBj733HP50EMP5aWlJf7FX/xF/vd//3c+9dRT+dRTT033WZT8d7/73Z3y5rXz+uuv57PPPpsPOuggJqKZvvbp4osvZiKayTxQ0lpZQ/rjbTSZTPhFL3oRH3XUUby4uMinnnoqf+UrX5npPzPzNddcw895znP42GOP5bquefPmzXyf+9yHX/rSl/KOHTt22/bdteHCCy9kAPwHf/AHnetbtmzhl7zkJXzSSSfx8vIy13XNt7/97fnMM8/kf/iHf+hkF5iXNWR5eZlPPPFEfsUrXsE33XTTTL0PetCD+Mwzz9xtuwe67ZHxnS996Ut85pln8rp163j9+vX8q7/6q7x169aZ+y+44AJ+yEMewhs2bODxeMxHH300n3322fzxj3883bMWL5zH4zAnk8+///u/8/3vf38ej8d8+OGH8wtf+EL+4z/+YwbAN954Y7pvXkYPZp7hU2vRm970Jvbe81VXXbXmPWtlDZnHR5mZr776aj777LN58+bNvHHjRn7iE5/IX/ziF+fy7a9+9at8zjnn8KGHHsp1XfPhhx/OD33oQ2cyC82j3bXhhS98IQPgT33qU53rX/nKV/jXf/3X+dhjj+XxeMwLCwt85zvfmZ/85CfPZFmalzVk8+bNfP/735/f/OY3z2Q12b59Oy8tLc1k0xpoIOZBbhrkpkFuGujAoUFuGuSmQW76yRExM+9/SGqgPVHTNDj55JNxhzvcAR/96Edv6ebcbDrzzDPRti0+9KEP3dJNuVXTJZdcgrvc5S74yEc+gtNPP/2Wbs5AA+0z/Y//8T9w+eWX43vf+95+K3N1dRV3vOMd8fznPx8vfvGL91u5t0V605vehN/93d/F97///eEEbaBbJQ1y00AlDXLTQLd2GuSmn20a5Kb5NIBHPyU699xzcfrpp+OII47Ali1bcN555+FTn/oUPvrRj+JhD3vYLd28m03f+MY3cK973Qv/9V//tWa2goH2TL/+67+OH/zgB/jYxz52SzdloIH2SM973vNwr3vdC0cddRSuv/56vP3tb8f555+PN73pTXja0562X+t6wxvegFe+8pW49NJLsby8vF/Lvq1Q27Y48cQT8ZSnPAUvfelLb+nmDDTQXtEgNw20OxrkpoFuTTTITbcuGuSmtWmIefRTou3bt+MFL3gBrrnmGtR1jXvf+9744Ac/eKsWgADg537u5/CWt7xlv2cMuC1R27Y47rjj8JKXvOSWbspAA+0VhRDw8pe/HFu2bAER4cQTT8Tb3va2lIJ5f9Jv/dZv4cYbb8Sll16Ke9zjHvu9/NsCff/738cTn/hEPP/5z7+lmzLQQHtNg9w00Fo0yE0D3dpokJtuXTTITWvTYHk00EADDTTQQAMNNNBAAw000EADDTTQmrR/wrsPNNBAAw000EADDTTQQAMNNNBAAw10QNIAHg000EADDTTQQAMNNNBAAw000EADDbQmDeDRQAMNNNBAAw000EADDTTQQAMNNNBAa9IAHg000EADDTTQQAMNNNBAAw000EADDbQmDeDRQAMNNNBAAw000EADDTTQQAMNNNBAa1K1tzcS0U+yHQP9hOih5/wyjjnheMB5uVAk1xsvLaEejdL3ft49AgPoXXS9ecCAJOxjMMdOGc45AASQlQegnEfM3WsMsPynKBz54fQ7lwVa8Qgh5roo/8JaCGtbOTJAgHMkz1MqLDeNunN+Zv4Xbe596P4OALHT5dQiZk5j12q7mKVtRARmRogRoQ0IMQL2O0eAI2KIiMwIISCGoP9GMAGhDYgxoC1+CyFIvZGxunMXrvjif+PGq378VMG3dMLG/cWbDj9kI179wrNx6CEb4Z0DwIiREWNEDAFAfsvOOTjn4L2HrzyccyAQnPMoJ6Gvvcy7yDInnQMRpTbHGMHMcFUF7z2cd/n5cp5HgAN3Z+lMv3WRONIF4Ip5ykAI4BBB5NM65iaiaVowBzhfwRGBIyPGgNC20gdI3SEGaW+UdsQ2YnnJaTMjhAcwQjvF6mQF4/EI4/EYrhoBzgExAoExjRWIPMhVcKSficAISEvRletL+EDQ+e+IZO0aT4iMNjaIQRYaOS/voarSeBERmIDIERyDrrUA5z1iDNi1soptO3bJeyfpq7xPwuf/+yL8r795/z7Pp4FueTpQeNNAAw10YNFtgTdt2nQQXv+al4tcQaRyE4HIyZ/u486LDAAS2dsELecI5D3IEUTCYhQ/575Yf8ofqSvVW3/lX5X9QXAkmkKkfF9HLyn1APvA1CnTVx6uuD+rFNIgAoPBIkeqPsCISdaHy/qKcyMQnDzBIoOK7B87Y2V/8+ZRkjGJEEKbx1KvERE4RpU/s44EGxXK4yT/yFiJusIAXKdeG4drrr1W9CulrVt/hGc/a0hzf2ujveFNew0eDfSzSac/4WwsLC0BKHhVQYceeQcsbdgAkJ95lsAAsTItRpw7YXrXImfFFJwYNHO5GXECSUS7o1QS6X+Rnimr4Pm7gt1ctMfq4t69mc+XoBVp5VI3qb1dYvadQRM2SiRKfGd/7X7p1U5zPs5uzkQMZuohdVqPg2wsugkKE2c4pxtJ6otspAEE4gDA6SshRBfBEKAiRgI5QlCgw3mP0AbAAYvLy/B1PdO+2zI5R9h80JKhjGnzZtatVd+Z8x7eO/03A0dCXAgnArpABRQ4KqYE5ykwM030BwUS7Yb5wl537oIha9QhzfcE3BRAbwm6zqk5FZ3WpwOIRYAAafGVA9hj144duOmmm7Bt243YsWMHptNVnHyve8D7EVCPgKrSdjogMjwRggohjAhSA1iiqBXO9ikacORIBc4MikUABA/BqknAI191hT6Sd0psHdNnVJhaXBhhcWEkgDdFhKDgkXd44M+fiEM2bxLhLYb0LogI37vsarz5Xf86ZyQHGmiggQYa6LZLBKCuKpGniWQPTWCF7OnEBJTqSRL1RXdI95j4RARPhSxlh8IQkWdGjemBSHIApYd4SUlwWTzryfxEpYNOOorOHQQAjgprkco1cg/pIWQ6KNbHIqLIPiqPUHSAN5lf6+ugaCI/kWpQVvXeKPkiq0D1CtO9rE1d4Cj1kHVkTKai3DfrwZyacMghtyveH7B+/Xr80WteWdwhdNFFl+Atb3nbHts+0M8uDeDRzzA553DyqQ/MSiNlhc+uHfdzJ2K0MLarM8YIhhQzh87zSSvMWA6I5jCjebxpRuskfVbLgIBEyXCCciVl8RnRzm0tDSW6VagCXbS338S0n9i9HUBHGSIlLGteR9LVro3HGp97AFC/TURcVpbvM8BO+8LMcCA5+XDacn0/LEcSADHY2fuKABzIMSiSKry5CcxSfqSom1FAJAIF2axskx1OxeeQgkYGpJq1WhYIkISOdPrTAzvyHJZ3nE9xCpBJMRxnwJBzImjYQrJ57lznJG3tdss/MeqmHgUkpQqQSSUVxhjhvJspyvqYCmMu+pf77ZycODmd2k0bMW0CJk2LSRMwbVo0LePyy67EeGGMajyCr2s4IoQmwlOF2x95JCgyiKMAQU4AUKmot8BLEBoxWSll7DYxGfkNavHocp+TxSEDVFhzkXNy+oeYDJ0I2bpJvhNut2kjDr7PQcJD21bfl4zNHW9/OzTTqbQuRqk7RsQoVoDTpsX5H//ybl7cQAMNNNBAAx1YdNihh+C0Bz8Q3nmRc4kAFtnDLGBQyiIJuclydTo/Q77Jns8HyCardQ/ADXDqixRWi8lwgO7nQJK/ssilR1vFQTOr1ICipebN0FWY8iGkySGpxRy71j7EHVmr098km1ChX80j7UuJgBGyfjD3fkZ/zHMrU4mwce/DTLsjBrAwHuGUU36+7A1AwFF3PBKTZiWJcMyM//yPz+L7V/5wt2UO9LNDA3h0C5NzDkcce/Tc36q6wv0f8TCxbEgKaDYpJCJxRVLUJQM2XWVW/ulroGoDpGaPyQQy8uyzM1SwETYWYwCSABdc8qW1ipj5uWRPhtIbx1U03pTrOe0rWS+VaEqHSctv804n5rWo+3xu3+zIFHUUzDeBCdxrW6ea0sFOxs9qEliJkcxYyaA5VeaL0wQo+FQCBKTDF60O9vKOPGMAj2aJAfEK9PM21ZtTYEZECa43DwBP4uaWToYMJ2EoAGLzfUaKmqknRhbXTS3Ksc49UpdHM31OQJHOugIokyZkq6tSSBPXMi6ELkaMhGo0xvqNGzFeXMSmgzcjxICLv/1NjEY1nPOoqgpEQDMNGI0WsWnzwaj9GN4TiKIIeSn8Xn/Mpe+yBiIAP+fnmAQ/R7ltDAONuHO7jQ85RmyD8iw7JZT3n8FBe2cFuFYs3yMP34zf+tWHITKDYxR3uhAQminapsWu1Sku/cE1aZwFSDcgj/G17/34bqMDDTTQQAMN9LNERxxxGM541OmwDZMgVsNpj1aXNNufZ6xq7LMdYtm+S7P3AEggRHY7K3+cC8skuSEBWhCQy+TxfHBWlMHILWWVl1QvoXwzbI9PoTbI1BeTAbqU5K8km+VnyjbPoyzLdw0Iklw5UxdnQyS2ntp76I/T7kXPotTcbu5f6zbjyKNuj994+pPVLQ8AM+q6xte++g2U8wUAvvOd72F1ZXWvWjDQT48G8OgnTM77wjJolhaWFvHLT38agB6DAgBIzJvE1FgQ6mQNAYnz45yBDbZIe/hwB49RhiToQ5dRFfXOfip/jl0lOLW7sEACgQ2ySMV3FedsMpmZ7SwutG8AR3cMc2FW7jwrz8zUMps04CdjbpStFpC9y8yioaw7byx5l6N5A0nODI30Hj2pMNBMgScuFHgrkBRcCMxwaoFkPuTZqog7zWAGvM+nMwN4NJ/knep7JAVNOqDl3hYkY0/lBQBz53QLIEAnkcUq0rkYWwAsVjprVUVAaJsM/joBWThEEDcANL6S4i8maAmYFHI5MZtYR2a45LI3W6dzDqPxAhaWFlVAisJ7KCJMdqWHmrZFM50ijhi+GmPLVVtxyCGHYnl5Wa2t1FJo3iJJwKutqRQwIH9ncyUzVzUGIyS8h83V1h6cWw911gxBeDeYJOYAByBklzUD68VtTmIZeO9BsZF3RSIoLy2O8OcvfjwIjLZtQb4BuRZgxmTa4ldf8E9FR4v3CeCm7Suz7RxooIEGGmigWwllGRYio8rJTXJV4xAEREragIEH6GyLRKSRHRhRdRCGuV7lQy/qIS5d4KkbIygdfac9vVBXCjFB5KruAbHhMll6kgtZTnPgqNb+JlvYP6VFtyM9O7NDvOy+rxpddzz3NOCde+ffbVZPSeYp9LN0Fl2qbh09bc+UrKqoANqsTdS9Yt+f/NTH6wWnBhNS33Of8z9xxWVX5rKZcdNN2/a6LQP9ZGgAj37CdOSd74RHPuUJ6Xt5ip9BIVYLIAN+MopsVke2jA1YKAGkjNxDmeP8tiTVlQGmIv6HlauWBamtmM8u5N7czm67DfnWbSAFzebEkUsPmRIYy+BTqeztG+W2zOr6fZe8bjVUgG4ED8KULQB3QsQ6zNhcAu2ZfHIAUBSmadZipUFXCXClUWQbIoLTdkQmeAdRYBUUkoc0lLlz8FBQgAjkGC5EBC3XMQNO+23vAQIItLjZQ3yboASspXlqAamwV3soswkyTi1bABEzioDaMw9Z5fN/i203IL2EEcj+6M55SDitkMAL0gkpoBDg65GsSRarm7ZpZK44D0eQIOutBMb2ziFGO5PimfUDACG2avwTwRrUHYi428+dCAQpx4Cq2EYQO/zwh1uB2CI0jQKdAc63wLiIwVWCxx4gX8GjAretCGTWr8KyyHViCBDAgGMNtK0meJ3wBVBBba5gxMX7QnLrI7UOSyC8IVSQdUiRwW2LyBGOJC4WISCECF9PxfVN7x9VFd7zv58soFfitgRChaYNeMRv/4UAVwMNNNBAAw10a6K0NVoc0YxKlAdhSY4mysARyeENW2KPEBACg53FTuIE2pShA7LFMDJIQyU4lH6AgSbM2XIoWx3NUicmLGdL5WSnZIfADoCCZK5trYOGUonM4KDJU7QPKM7DUDTxJ0SOsitbjEHljEL3M7nSxhJdWenmBHsvY4HOPY00wKzX7z///16HMkD56uoEj/wfvzy3iIF+ejSAR/uB7vRzJ+ChZ/9yYl+xYAhUIKj7aEQDwDKWlcQdBdJ7V1i/lGjyHkgBJGOgpoztXRNLaxt19TDQhuzUgDI3Tcj2WpSBG+Z57e/2ufNcCXdRDsi3+8EWU8nE9LXtzApyJTANBSdHOukAgCoplVJnbl9G3HfP/aWejqudKqOlJZMo9gREic/C+gMxwYWA6FzKkMUckQxLxMxI25i3JWbb8MqA4QMZGegCyPgwgKgBfgheT6D2ZtwERJG/WgxmiAEKOtedvC85luucZOVdncW0mxIU27EqTHED9F5Wwcu5SkBnrwICM8gDVWQznum0si8IyMGglOtVUEhZChnJ7JzhEZuAwBJTjWOQgNIuwE0XQBThAbhRDXgPHxiIhDsee7RmQjMgTf94oi3obUshDwlHjRUQuxZRRJJJjQCIPZ+AuZEZjFZ5GwEBINJA2aGF02wj4lFoAlTMglwvg6SZexugbKeesZX4Tam8znh6EMUkfCUzdvR5uwdHoGkbOFfhw+f9HsC19lddVZ3MlEc94/Vow7yglQMNNNBAAw10S1M+2BE5Q4ETc+XSANHMDIQgB22d5CMFkck/TtzdNfYi2DLisgJOsqdagpKOFZOVTLPxe9hiRaqVOWl9JiNzeZ+KgNmtH+lZs6pKRgJ+VsUm13R1QxPwEBFipXXOgijArKy2f8jkygzQWH+szo5OluQkFPebEDV7yFhmeMt9KL0pyutrNjHNi4WFMT76r/+Sf2CH//j3z+BVr3z1vnV7oB+LBvBoL+jnH/5LOOaEu6XvEuDYlg9jNB7DVz5NblcwrYJzdZjBvqjtonTkhWYKpJn2lQrN7vCAmZ96SpG0sTwRkFSOFvsjI/iZwc9d70yFV1sJHPVBIHGNkZMDy7g0Hygyi55OR9bgNaUlVHlr/izX1QCj6AerP5pccwVzt81nTm1z2yAxWhjZZ6xgzIXWWz5d8uyOhYmNe07HJlYtJK50RAR2QIxO+u2duMBFixUDRCJECiB4ySTVOQUY6L4nHYNzH38qCEDlDXwoDKltqPr6/h5I1mYLYbXlJlko/jNR4HXNEHWNnUpgCdDsbQX4aPe6Hh8gAreSQUzAaDtBsslvbdW1A9LMIx1oM8W0dsoDwB6+qjGqMuiKGMFhitXJKmpiTNoG2LUqa0njbY0XlhBXWzBaEDRdb22VO4Da+ck8rNXcbXduYW4xQ/iW84CLlVhIJSGIEbnN5anFEqmVD6kgScGs9VBYj9kYQV0SOQlMIURUallUBsmcyWLJAmyxBtgu2yXvQAJuV74WwFjZiCMH7zycd3jLHz6lI2xJ7AB5x8/8o3dh0rTzB3CggQYaaKCBfuJEhUxr+7LKCSxWyDw3nsNMKUkGJs3+Jdfz4arTQ2v7zVFOJe/QBS9cEXKj9N6gmYP6oi7d/8VCSZUEIsC5dIBth26lHDJPxGaVBcUgyfQCzQCnB2lWTvdBTqBVf3zSp5sh0pMeTictyYAa6o7PGif4RUEaBqGDzHUbJGqHhhUofs/xfKn4XABNpSRKhNGozmWzwy+ccn+89W1vmTkMfd8F78cF51+wbwMy0F7RAB4pnfSLp+B2Rx7RURDsw2F3PBLrN23Sr6pg9DQXTtcMOJrHPPZ9ZdvJt0Xjt3I6nw1MKOroM5G1131O2dh/ruQXazMl7nyiBIwoOLEHfmOK2PygQCVa1IFZsFbB1Puc3Y84d4K5swl16kmvTV3DUvvm1SZKuMXGmdv8ecAACrCq0w/XAY4KbD9bnHB+74Bm8GTd1BxAatHCLO5vwTbdSKBAIMpa+dH3OBHOO/zwuxfP69xtihYXRjj0dhvAQAo6DSADhx3MhuC87/hlAyrEOKf++F3FvuuOmudbBn6Le1N9+nLXmoCFD5aEDSpd5JDnPAtIG4v4aTaxfeXzCRogrmqBEUMJSJNYQZl8Bgcihx2rDerao6ZKrOPA4BgQm4CqqlAhgkMAVDCy2EXN6hTOVaDKC4LrCOBGBbhieHpMS8+2krVPOSodd1IFYSz+lwh2hdshxEIpmkDYRdFhQf/BOUC9/BSzpSU4lZ2yvcSoYHhucIhqfcYA+QxEWeimyALUZd5pvaL0zqT4gucTcNThm3JfNRh6jBEhBvzek05D2whQSI46PJyI8PYLv4AfbL0RAw000EADDbS/6f73uw8e9tAHF5m+XEpbD7UKsn3W2SEY0cx+PuOOVvybkqnp5llaYueg2VR87pY9Y1Gjz9kzrmiPSQ7SFZfKpKIfKUzAHhGceSeQFtqitGRCp33MIiOUXia5UbMS4u5iZM7UTqbRWmGFHqlVRY4zVkR9uavfpvS5NyzZZyRXYEOXD7ZNn16rUAAsB3yLi4u449F3LHRZKfOMMx6FE088Qe+VGs/76zfihhtu2NuhGWgNus2AR3e7z8moqkqNPrqICBHhbve5JzYfcbh8R3m63Vf2y3+7lAGk8p5Z4GBfQCTT/2bR5c5KROKkqVt9RXVea0uAiDufu20orYFI63IzKG8J6czqu/125HFaC9hKStxenE5kohIDSpBaB+JKpyBSNs8N/t17mnO5iUkW6Fq3lrXfb+5rgeinyrkzTBmU6o0xC5gUHWVLKZb04uycKKaOEIOmIO9l6jSQYfMRh2PbtdcN4BEAFU8AIJlA94OUC5UbXWlhmDc9Ae+45xbYAyhggMbuaI3NODWg/IFAjpOUY+uYFHswt0Zm1wEuyZHeHGEnZky6LvS2HL+JUrVyQuQVnMrlR41zRE6EDZcELRGOQojwYFDlQL4CVbIFxXaqY9bluyVFG1NFdTvvALYuo65nyxwZETl21n+6myO4MHEy4I10zUUOAg0XLF0s/mZfCLmiXSocRjBCCIAKXd6VqHAGgzPwX77eMq4AZcHKAMpYAEcsAUTlj/Hg+xyH0GoiBecSvzIz/Bu27cLV124rhGgH48Of+/qluOaG7TNjP9BAAw000EB7Q0cffSROPOGuso+RHjjZXlTIVuScWOYqoJRAGbM+0T1KzpiyO1nau8h0ru79skW7BFp0pLfCcql7Jl1YvqhMPRMDicxrwaVyUABHRG6O7tOjNc8DC+Co0y6rWrXLnp6wFu1N+JJSrZsH06TjNT3tyoDbrB5qSZjKcu2WbIFW/Facp3b1XMrQkeq2a/eFAPQHLQ/OsXc6Fsfe6dhUB8D4wQ9+gBtvvKnfSnzwAx8UeW2gvaIDAjwiIhx8xGH2bc7vwAMe9T8wWlxEGcMiKR+kCtP8whVvMJAh9vDSbq0JnNKZX1oodbOh7Xlh5yYUFgZrcKbc/G7r5mBBuT2FElm0fsYsEjCf4tKskAVA6t+rDCBZ7JT97wEnuX2MjrJYou0oGeXej1mqvdTXOiCMMcU+UCbATH5DGlicFEAqS+s8WlpvlVxRnpXa+s/nsZfbMnav6m8XkCN7u5TBBwrKeLVHBEQ4OAWP0tPFXCcSBRQ8xD0ymgGLypOwUvjQaSDWIxHsNPgg8vskfd6EEFkPLPOA85zvngyx1meVFWuiA55S8S+ldoJZhK/i5KWYXlJ/ZEQytDHmzd4EA2SrGvl/FJAiSjwfTu2TPi4uVilpSowRzBKq3TmHtpmAIJZMBqxEjmibFn5UZ5c7BWRYrb2YCr/RfpejxZ8qhsdxej+EiMikMJdTUKWR92RzX83BQww5fpJWwhxBzsERa6wkjaFmaWHIRkfHGeYWSnCVAwWX6gAcKLSIMSLGVtzNElvo9i/xYbISOVuDmfutnoS6AjwyYE/qiPoOsp9jBIPKTHr6js/6pXvCO1+AnXUqxzngW5deVbBKToL0luu2Y8euKQYaaKCBBhpot1RasxR7bwkepZiuJs4gW+9wcc2Rxv5ElsnS1lRYwdgB1zzZDUCSxzOiUegE6YRGLgdWichka9j2rfU50j1T+2ehPWYq7dOsxVNq28wlVtGQkpjX1z1/PJpXUgnHqXzGhTW+CpaMLJ/IY5R11WQe3tevMHdsqHhZSX5W2XA+cET5n54eVoJCNmZlX5/81Cd3HjLQ7LJLL8NkMkntmUymuOLyK+bUPRBwKwOP6tFo/vXxCP/P75wLoAuu2KTwlVfTfjuBtlP1HmJZTNLuya+Vls+p11q8BEIwaxRDrkukex919U5AtrVv0mC2ooDON8eUykvAgigrvH0gpE/dBchQB5IZAwEC62kAzf19/sjls3GrjMrvufCZ79yrpwudGRvs9kE2HC4Y3BrtmzPwc/gh+v2U19AFkLp57KyP5UNQt5hcbc/4rVOvZWEi5xP4ZtYhzhlYkXpb8FSxnPAaaHs2IPttmFxPSAAK4UWv6HiJop5dwbyvFAtpUVUO3ru0kXKQjBZiJeaQzZaL7GtlEMJI6RY2lyfWxlgYHtK2GPgTNdaOThYJ28MwFy7WrGiIGn06WT8h99YsdHTuEO9GTKGAmpv0s+MAAqP2DqgroIkYOQ9CBEgC1LtWAvxPJqtgJtQuCKiECK4M9KgKbzzSLpOOFs/EQhIru946T2Or7lxBAClxGyNjXQmjsw/kMi/kyCA/BpEHmRui8xk0VKCGiOArL5nVFFxzmtkwRpesgbxWxOzmDKnlLBagTiy3IpzzaRxKIY6jxmvS9x3VZS0WAt7ujNqYGSGGdFLqKe9ZT3/cg8Ec0j4JtCAnbfo/b/t3/NdXLp9b5rSVbDgDDTTQvlBPBh1ooAOAIoA2SfUi6zq4rmUPAXCUYhLNR3uAylOKI2t6WQlm2PWZg9ACpMqX5oMaAJJMlOQj5vmr0q4HS4CR92do0p0EggEo9Ugq9MEs6Jd1756cI0RoTNNOk3hm3G4u5QMol4rsHHTa75zBQSI3B2DCXB2qc30Pnaab0an5YBMX+u5s+USEP/+L/5WvEnDlFVfimb/9rJmSQhswnQ6HaLca8Gi8tIjHP+/ZIqwLDD0D9qTP+t+0eFW4FppdpMzIfreJucwDkAxC6lmE6HWrt3SFSMqVnsDPBUUAWOwTs3wpgYcyXfPuDaTyQujeXwooJTJbfs4Lq8/syvYmIyESjZbLQVAFl1QZK93BOoPRrw+mHGeGY7ry7jniPPCqP8IlLDUL8pTtyADbnHG29pWWHvNaVAJU6Lq4dMCiYuz67Zgdbxv0DAaUG1MyZy3BMAXgzCup0JFTmk5mHsCjguRVkaF/KpB0NxivPCGqqxD0XRAAX9US9DC9G42R46KEvdFsWxKfyFhvALMG2ycDAH1qk7nQGW8iBUvmMoIoIE03kLIEX44hKj9D3vyRupqNm/aEVHPBQdMxUuE+5SIcHMb1CO1kCiLpQwgBoW3BBIzqMUZLCyBfA1HS2bZhp4xbCEBU83RHGQVR4TJlO+mQQ3SllWfm8bENCeCztL+RcxZC1sDZDgSyoJEsFmIEpzyVUuY9qw+OQZzXUQxRYjwBiGr6zBwQY4B3DtUoqBsdCr4YtGu+YCciiDnn0/xhBDCcvHtuwFylF1YeBnRGhAS8tHZn3i5gVl71nITsFEsC8/nbc57wQDz7V39BwSWbQy2IPN7wri/io/916cwzAw000BwiAmgJOGiDIP0rE2CyAmCy++eWloC6BpoGmEwwkz5zoIF+Bqg8BDVr3JZbsc7RAxRz5SaNi7RX8GlPR7HD9bK+ouKO9iBy9Ky8mw730x6IJP8B+aCwlAuTZbAjyR5HFmKjV9/uBih9lv/0YS6U46efsy7YPdgrs3rv0digoJRNbg54xXqYSAR4yjJT7J3gicgc7KHinzyWBm4xgioklH4n5+RwNfW7bzE0n5I8W6i389z9c39KXTBdRfKk6fQdOOqoo/D+Cy/IB7CqSP3Xf/4XXvWKIbPbzwx4dPgxd8QpZzwCUAS5rqtiQcxa3xh6Xb5yM1kkQ7KBpLx0A0z3yumW3EEoZ5FrmLyNEpgoA4jV8Gh57U09t1HalpWx2Uk8v41zS91LptFlvgmX2F3Jc5CULghTZCLogG/Srrmt0ALELNRhBmfC2s+mCuYg9nuCQtK7jUjBZPNphhRqTIlgrkUFGJdrX6tne9H+2TbJvz22tof30lcMU+16aiLBm7ugVblRzrNQu81SIX0k1z5C4j/9ewVmMMGFxAIMBa6427FlmNWR3BPRia2DFi7Ks75ySXhJ7ywBy4r82Doo/vprbwYIL/hbWWZ6HhChKGZBwSELVxwbEHnE2CK2OX2t3gho3CeUp4LeziBbtGEVlQtiDeQA19ayHi1LWOeAQN9NaJMpcwnwU5T1jMrn9LzgDuhuAkA3Nlx2kTMYO1tMRgHZFIQpAbdk3q5tMVBI3mUG/irvsG5Z+l+NItpGYkLZCV0IpVWqT+WMx2PdHzT1bbRT0CCCGJoOoJndUMtT2flnds75vE9SYWYOgFwEhb5z7XwhOF+Tufwb/+/JeMr/cx+EthahMzJCFGDr3R/7Gj78n9+d05qBBvpZIAd1vgWwH8AYXwnAs7pSVOGBSt11AwPLhwLjEbBtG9C2wpf8WHNwTDEjZTgCNmzE+NCDESOj3bEDfBMDqxPhE3HIrjjQzwa94IXPxs/d/fhZ3Yly9lLZ1jlbzGgMv6S7JRGnp9Tbfzsyb6H7rAEcpTb0D0sNBCqAo6iHgyZT2X2dLK+qR3izDmbV40QRQgYlurpkkrnnnlD3+tBtZipDmsBYS1+UPs1XHuwwLFdFWU5LF62YAqCzmI6YlSxK0Mz0D9OzDHBJcnFfnNb+OF+lI3YwRBYimtu9chysHtIvu9Np5lmClb9R7IJia9mC3f+U++O9H3hv2Xy86uWvxpe/9OX5jT1A6acKHh1yxyNxwi/cD947scRRxYIBjMZjjBcXFHV0qHyRJp0Ku57OvOha6Rgok8wi0wNlRqMeyELFbfq9XNfF4XqhNArNABVFtQ4WqFTBqBjTE0yKYHN/bRhXAjB//mvbdnPD/KfWACJ4zu/dGwly/l42wBh4LM+vy3Z10OC+MKbMovd9t0DR3MYbY+s2eXcjk3l2diJbi4+nPWimDHugqFNBp75u3n9Puz2JKHtmwFXRq55jX7lHAphjIUfFCUnUzykjhfVjTgdvg/T/Pvp+eMRpJ3U2HQvOaOu3tGIUTMODyMywbRO2p1MUcwFnVYnuD7aAFxls6OE9QvM2w4R5zK6NuRsjZvdgmnu1T2uXncIGGGd24hZG5AGOaKZNFkyUiTpfw1ey8p3zCbyNIUsVrq4Sz++Pw7z+dUD+GDVofF/oMIs9glh1MYjUfQ/ora1C0Evjy2UpUqS9U0b3FLIYOo6WtQ2ILadg4qkyIoTQAvAaKFzriRFVvZAyuXCKZ2S/M+Cs7wYAxWQ9xrpLBT3NY32GHKFyFXKSAAWaXCj4oc4M7RciA547bDzjRiy2VsxqXeURq5HEi1IAKTLjzAefiAff+05pjLy5/6kV1CVXXoe/e+/nMNBAP3WqPOC9LJIpIJJJ3P0zuyPvgdEIqEZA0wKhAVwFv3E9UNeI0wa8YxcwWgKWxkAjbr0YeXH3jQG49kfAdAJsXIJfvw5+VMM7YLSwiB2TVcQbbwBPp4B3wPploPYAGuC6nftlSAYa6Meh8XiMelR35QU9hCHd99JOaXua/se8OpLchSwjEMl5UgIl0n0KpNjG1T+EtXqY4X2O01pa28x6mOhzJRhlYU8UAPHeg7yb0VEB9Kx7cx0zAFIeIKxxgj4DiCSZvzNwBdRR6KF90uPm/E1Bmr5eXQJkaUAQe+OklkOdA1Ypv7RO3xsVg4r/miCch6hv0OHSUxnP036VoNkcK7OZenvvrd+mFHNKZSEG4J3H0mIFwzkB4Nm/9yzs3LkLSPKQxNR85Steix/96Nq9GIFbH+1X8OiwOx2L9bc7uDjVlBNRp5Ho1x10EA469FBU3sF513HxICI4nzPzdIEjJZujPfQnTdtCP6POuswIQZqk1CuG7SFdSGzt4hkAibrrBFmJo1QHI2YAwZgCSwyk9MxcbXEOdcAKyuXupeZv4EZudPdHMgUp/WTKlDoxJMQ2tQCla4PzOcNAhoJ0TLq8pkf5ASoZTqd9e+obz35ekyFQep/z3Bxn7qbufeX1rHx1r8+2b613tUbHyle9m87ndyLtKNtkvUmnKY5AnD+XJyj7lMjuAKVDNq/Hobfb2GEtJQ8rLU3gxaLLEYllpJYR9eQpRhaLJTZ2kTffdApj1j1EMCTIMuuVVpNGBNIYXcXFxBNm15kp7qSxd0AO5CK4jEkzj/dQn5eS6lKzkySBkMbzFPRPZtzliZ3eL5nCvLLJbhIAIiqshnqM2ZYPOTBlASbxGpEoUc59EMGlwPeZn3mYqXYGkCNrRhjtE5f9ZQmqzTGmoN4iGObFUwp3TtMRd6yemBECIwYWS0DS4NcUJX4BKAUDTTGrQlDB2fYW4zviLumRLd0IJLnyKPc/C8bKo9TCNVCAs8yRLO5xkXOgbXFzZMQoFlLMUSwl1OWSi70iGjgqCCnmnXY6Imw+aBkHH7ScMu85fV9B5+nG5QU8jX++WHsyZxmEa2/Ygfd94msz5Q400L4RAfASYN9cJBzEpdjrxIsKHEV08SPbVmv9HLC2gVKMQNsA5OA3rAdxBHkHGo8RYguOTZIVDz7scIwOOwKRA4KsJsTY4obpFFjdidHmg7G0aYOAsqGVtbl9G3g6kXgrdQUaj+BHhHbS5nYONNDPKlGOTZSsgZVy9KDidiABHAxWGYbkIMjpfm1ldZ7OMFQJUOVdsVDf7Am2bKulRXCWCyKR6EoqJ1Fp4DBHbhN3eVeAIPmWGdeqPahzyVOjOKBKampS7fryXb+MbhtKcATF2Kg0qiKX6UwqA3E5zlm6ohIqS3UX7yC3Yu1OzqGOx1DndbLIkCLsdMCl/HBHKO7VX7RrD2p0R/RmLcsV3wHc/va3L75GeGrAIeLcc5+koJLQZDLFG9/4lt1XeCuhfQKP1h96CJz3HYXKFZYMh9/5Tjjo0ENSOmHnHKrKwzmvAJJLioJljjElIruKFApbQha66r3MHc4gTzlZ+2BFuTAM/MlLA8Wva8whKtQMq32OctN9pIPVmGLCgDIfe6yP+M4nw37IlMUZAGnOgrBnObtjIT2TH6HiS2IexiBtaNewZiBtlOusQ1vhvZvnFTADZM25b7ZH+ZMqzWlDKJVK+09SsksmZPcXbZnXXjbwJzOsmfq1nNkDD0r35986O+UeO5yHfd59s40mZaQMpMY4cuiYy7FkvUIEmBjrN2/C4ccejS2XXbHbthzYlDf+NEsKPpSADocMwpVAi/2HkQNdMyvnkNTxHQuZQjjJ9ds05S7vm0Pl6Vy+mMs3gEGMa7pB8ntP5b4iW6rJtXznPFA3AWowAUP7pMCAI1LTb+SxW0PIyqc/hVSTO5vXr3PiwmXiiwGj3ovSNi8WFEEzqEk7XQoCWQDMxMqju/0KINEh9dQparylCOEpcy1Pta3yCklxPdaYV6Q82ImwRUjAkfM+CWcEIHILCnNOzth4enEaSQCpm2NMPFD4corOZ/MyRkQigBVcYwAFeBRZrZw0e17UOBXqT4O0VySwVJhjdA7OGE15MkyFu6MrFYdMmzcu4WG/cJds7UcEuAoMhx9dtx3X3bSz2MczraxO8eVvfX92jAa6jZPN10rcxVK8SQe4gDhdSeIfOQZRC4YDeyd8hKBB+NVz1jm0TcR4fQXyDmESEVYCYjNnX2YG2gC4ALc4xmg8xmhUgcFoJquYTqdowMDIYd2Gddh40EZEDmgmU0xWV7CyayewuIhqaYzlgzdj/cZ18J4wmaxiZdcOMCIwqmECoauAeuxR+wW0GyOanRPpQ5wjlxqfnCPPDTTQT4wKlcm2cgKlvbwjFlPev+w52+9VvNV92hXW4fKEHXiRyf0FUGQHbDHqjmhyMnelGxPhkqt9oetSsg5WCaIAjuYdMuc4tuW1/DmLeXuhBM55vj92e37G9u6+nFXoiHqdig8iIsQcs9EOPNO7cchADXfkzZlh2cuudg6Seg+XbSW9ucvSct1ZDsntM/OOoqOzwFOBJTBmx1BEwFLx7QsoIged9pAHdVq/Opngoosv0bmYTyh27tqFL3z+1uX2ttfg0Wh5CUeceDzqhQU455LrmfcVnJfFM6rrZGXkyMF7A45ylP0knFMWKG0i5pchCpspSR2GYxo9ZBEQdd+X+dFm1SAr+IWzUkeZ7+hWu53cCgSYMl6cCudVYu4RBMyxOOliBnsbc0bKyVXl79mSZqaW3Ddd0MzZSSanheeZZzLEK/9JCklRCYHhEcHOzFMzM7E7ZInaYl2jn9yrbm7fi289TjwvjktWrXn29egvs7XN1p4Vq1z3WrGwSmaT6zMlz8rqzYXuZFiTZgD1ufXJKEfnOr675dpDq6chIMATXAQOP/YY1Avj2zZ4RE6z1gHMIY+X/JjwaeM/zJwzKhb3Kb6RQQgu54zxu+zqZs85iwVgz/WYURYSSn6y20WjwllQiyghV/araH/iXCU/W4uUxybe12mSfnAO5J3EL7Lfub92pQ3C24t0vcVYdhgbl7foHuMdfOUVbKDiXk71mWshSOOX2fgyYKiqk+jYaaPxJI66ctKIlKkzdqSI5JSMjitoulYsd0ZnTqXP7OFcSJZsoZRFqPtvev0ljmNtZrlRmieCndM9WK6xCuWc5kNuWtThYMXIzOUsaKa4gBwmgiGm6zHtw5bB1PEIETUs1pXtGf1DItm3tB2crU3zq+/uFYcevB7PesJpBVCf5/OPrtuOq6+5ae7eHSLjR9dtx0C3MSIHuBqIDYAl0GgRfuQh3poNiBpMaDXJKl6wJTSNxjiLyr8dofKEUe3gqxFWmwabD1kGUYWdO1ewi1cRm7XMjxiIEXE6xXjDOqxbtww4oGkWsMsRtq1MQesWETlgvOjhqjFWVxwm01XsmqzCjSosb9qI5fXLWL9hnWaaAlZXd4HGY7jKgyqHuLILLrRYGI+wtHkZK+sn2Ln1ekx37gI3MfOJEKSTiwsSI6kt4iMVPGqggfYrFfKPU8AngTud2/LkowRsyDUJ9qEahO5pKOQnS/4iBene5nST7Gj/8jX2AszP00pYf0hHWs7arc/oh6j6W+qRtisd2KfDODKVt3c4ly3XMQPozKdse1DKhHuiPes6864RNP5TqougwamSbptHJaZ3zdbQ3el9e0HzXMpmD/OzoLRWTX0AL3sYZdkjZa+Gzcdy7qiss8ZQc3Ef2dgkMCkroAxgPBrhRS/6XTAzmqZN+vGWq7fi6qu3dp656aZt2L59x25G6JalvQaP7vSA+6Ou62RR5JyD815BJJ8VJtg4RoBLd4IMHkWLTaEvSeTK2Vdvik0pdM/O8eyG1AnO1Z8wyHNe9PoijLDOQZsEs2gpFWALum0ob6acqWtP1gP7cvpjIFFSJkudao3xkN945lobgcr1+8Rp8hePaBhfJHBwTss67Suzq9HuxjM/ukYf1r63+/55fn9VgeIOCFCqTIAx9GS9tFYdiQlmAM5uWiuGUQfxLvq3u3e19ySKcDcIfG5zCXKk2/Vfy6zGkUFUIZKkJ3d+tK+NOKBIhBIPJnEtAgMhqvWknnABgAVN5hgk0L3ObbEcqRJcOksyh1IwYwKYvV4PYPLI1pDFfAMA7lrwyEm4gSV6Us4x7ZDCezwYbepbFnoM3EBnUebNPp+GzONeJdgZwXB2EiVR2TvpY43Xz10jWk6M0m6zXu3z0n7lBv6IQPf/s/dnsbYtWXoe9o2I2axut6e5bWZWVmWyqtgWC4bkB8mwYJm2KYqwIVsiIcoyIEAGLEOQStCLG8AGbAGyBRmGX2zoydaLn2w9mIBkyrRlSDTloilWkRRZrC6zMm9zzj3tblY3Z0T4IWJExFx77XvOTVaxKvOeuLhn773WnNHHiDH+0UmMN2AMmKYEjK1pnmaU9SEFqhWCJwJOKR5PFBRDdGeJDwOB0SwjsOJGgovrHedX76JyrtTySs9zOKAN0VXLoq6+9V1pxJQtEyLd8ES3tNoNTEj8ZZ0Ot3qndi0chwFrbVLexDkKIc63eujoTqitJ+OcKVAWLZCcD4ioS5rk/wVTYqgFzWaqWebiPhcxxO0UYlYdqYAj5yZAVnavFUMQW+6lqreH5dHlin/jX/kn8WPKWpcsTIwIL67W/Ov/1r939L135Se0iAXbxfhB0sG4pOvnzHqLbTxIgzUtphmxZiQGno9WOpaY8IwQQxbNu46u62jalrbtOHn/hK5vubq+5erFhmH7JYG1Q4Bhh3ux46Y1iHiavkEEutWM5bc+wJ6eM+s7jFgasZEfttAteprZe8w6QwjCyeKErrfshx321rI6PWGxiP26evkKv9vw4HxJ2/Wcn14wXD7kk1/7DdZ7B7M5YXDwxTNYrWA2i/TDu0IveiIgveHt5NB35V35ktI0cZ/nJA+JZ/bOIyb9nYCZe9kl4DDOj94UapygCo/oQi7likgKDWttlkF8+swraCp3rceLFe+hRXkA7/PdUpskSAUwUdcnGZ8oYFGWfys5WeWJLGNQgSVy99pLyNFRnmrCO+Xe31vq+T0WR/KuxY8CRzoOE0E9E5WrwY8HwJH2oaq7VrRGbVv6+IDbVJ7GxD+mYVNCpYgq2MJ98aJK09VeOjJ/GtdXt6TyH1O3u3BXjNSOZRbdY40jdv7uHaEsdI6Tmar78MP3+D/87//t3L8Q4P/07/6f+ff+r3/xTh3jON4re/6DLG8NHrng6M2scj8zmdlTK6TGNpFBJAbQtNZimxabwAeTPptouPOhk7SfTNbEFsG3bLSorU5CRJbpigYzfsBE+pn4r6av1UUASJqd0oaiu3XJZ1z/DoVxPiwhVfAltPErl3xw4oAqBHt6sI6VoukmgQhV4LOMG911+cuiwuF8VEBaMKGiVVWWpwl4Mu3Xmw7ywcgn4wqHwtOReiba7HpNj8UeCtM/6u4o0Fm+q/tx/+qGA0JWBM7ANKD/cfBI8j/HhKeKtB0NCJfORRZi4yoaI4ixiA+Ii+clOI/BHwf3vkbFICh841WoV2ahYjQIhuA9LkhMVypgjUEai7UN+AE5sid8iMGZzT37PqY+l7zcJqVFnfiDTiokcSdJtRwiDfTp/5w2tWKEjE3uwXX79V7Xn5moKtkVKtOT2GwIMcNao+36DGiZrDCIc5h22vFxmIqJrGl8bqzQ/MlHkmLmKXBkDZCCzR60FfwhvYh3T2QoQ8z2RhsFT5EExjl82FXgkEES3YmxrkLZG4nK21CZdef7Lf7d9T3Dfp+1pBrTBz+keEOBMJR5Cqlvx1NHJgVM8IiPmkt1UyxzJDgXgblAnZXR5zrUlRxgcI5ht8O0VSBrH3DOE3CUuGoJONLAp564R33ABfJYstURHk0xMQ1O6r/SvVhc6iYXcI5BpbEnTOIdRISH5yf8O/+zP/8VWnlXfuyLEWTW0i4W7G9uWc2W2MbQNYbZYsbqpGO5aHnyxe/QNh4RTwgD3g3sd3v8uKexsFosmM+X9E0PwbDZ79luHMEbxDf0bc+u3TMMw5f3x8P+6Rc8H27o+mixP1s+4PE3fhGAzs4JAzjvMAjL+ZzOGuaLjovzU37n+9/j+fMntBj2Vxtuf/iSP/nH/yizpuOzH36CNAv6h2c8Ws14/vwV82XHH/q5n6XrZrx4/or93nF7u2GD4cHDh7y+es2oplYa98lKjGn2rrwrvwvl3/7f/C85Pz9LfEhALStijFtlTKXcgwcl8wOp2Mx7FKBDLXtVsaZgVBaBvI8W+HVFIiXTmqhFrEGMiXywxq8U5eAUlCrvTeRMFadqZZLKmySrllA8ZTyAl5wwhFAs0uOf6S7LsXajguYoUDGZsBqAgRijtuJDUNmuln3uyma1/FiMQCrwREKZ40l/4v8hudibEMfvxeHCOGnLmObueI4NL8umxdK/9DHO7VRuPEa/6rmdPnMoMx9CRPk5QHlsQa22k1Qc4I7MOZliP20LsgJPeVJTBL1q/MUC/C/8hX+av/DP/tMR788KOvg3/o1/i7/+13/lSI//wZa3Bo/aJi68ajQlxzSKbmsmMfQ2mfjpdzHmkakWLE54kyLVK3Cj7myttfnAZsa/IjL3+ZbqT4mUYSpu+1Bph38ESbkSBu4I+z+q5J3e885nwS7uvbRBay03xZIkpP5MABivwbnj07H6A2shPY8hZC16HI+P+9wVGS7XUn9AdVjCtC9fxnqISDpHBYGaAl8/YmaTLPsGnJumArK2mVjZ5H4cAmwCQokzEp8r9ZM+9xRhZ2rN9QawrnQpt39I9O4Dw+p1PPadSLloioYnJIWiXnIHmhI0K1S82Iw1+FBdql/XYiRnymo1EHENHKVZ9JDpVJ6zCuAxbY8f98litQC2BhPBJi1hunc8IyKWcl3F/Www2ZxWn/cerL27JyLGo6CyiYFgff19AY8O91wdV9AoyJzOa01Jo7eaAzfSdOnqaAzGx8sVBdMTmGVszHw2TWVPPmRGxzyhywcMUwAkAnUmCNjKyjX7CBKFIGVkuMtjacBoRPASpkGxtZ08Q0JOdy+CaSRiPY6khSzat/iuWuxM6xQEMU22EgwhRABXovn8fr+PVrjGZPCnrjfXJ266SJq1M2Ury3QtBEpwdI9PYFrQuyYDYBZ1U0sNATDu1VqNqBCyAe8balfK+LvGKfQxq6jx4AXVShp0LHF94pZ4s4u2xrF4u2Tp8cwaJNPXKBBUs2S/5nTt61YkWiN2bUN7ccHMz7BGsIkcur3DdcKHH7xP23iMDazXN2zXN8hygRtfseiXnJycspgtaaRjGBxydcX1egsOTGNYLOaMw8i1G/G7AzqiW05JrAMGR2h2DHvHbjNytf5NMIblckYzs3g/sDhZ8ODxA957eM77Hz4mDFtedoKVFovBzgcWP/0xTz//hNlsRj8TLscZ3AaCHXj//CGmNbx89gUffvgebdvxyQ8+R0Lgg48/5PHjx+x/Y8vtS5ct9WiIFkm3N7CfKhMm5WwO+xE2bwDL3pWvfYn8/lRhFO/rBC5kN/LEv0oNCNUKpOq+SSAU6ZrBxHvHWAM+WfKiKXeSRbj30X1e+8D0PtAQAsYI2Cbem6mzkmIb5jADxPvLu+QKJ6S6a36myBdZHk3AWZCQlI4OaA50YlOZsgAZieOsxRWpRiPKK6h88TarUwM5pgKVjhevvNWXYss1YlL6aLBFCZrrg/A2t3uFFRyzjpoCYfdWknjnOwL70THH+fBTBdXRWkOSvyl9CIFpbr3E/xxk3z0G2h1+HQg5S63uA69yYqrul37pf8joHFkJGjz//X/xX2Gs3ZH/AZS3Bo+MSWbwyRQ+/h+1lzbFNbK2pGOcBjPTUsz2mqbJh7e2PDKN1SfxcrDQ+rtIZUIYotDkQ1U/RSapXov1ps/uG+iXnsSCeooIh1tY5S7VzucPmR6ECeD4ttjTHVmnADk1pnO06yEUJDRAUA299jPU9R1ZtyNEpjZcKKaZRC11FfQuqESX2rsDqtSV3jvvRUAq8mn5zNTv62Xj1ZUnuRpN9RB1o0ebDdUvNZENHAA6NXh2sCHqLE+SfmpWrjcWXbOjgGeFgEPW8GjzWnsxy9XnYoYnRHKWBgnFne3rWP7lf+G/wT/8J79bgBIN7Fz/n+c/7iWbgUhdW6kOA2TQNc2/iICXHDMn4h6hOjfmzvmqy1cxUS1704KJ8WmEu3tIoMRyCtM9c7TeUN5DouWLEYMfxwzOA9lcHSCMIZ8XTaJAZuAOCODkz/oQBQgmAShV7+8A48f7fWzu8rxPYvmkhZP0hTfJ7ZW0ZgYxroynCrwdAZtYTwHKoruXtjeNdZA7nX9TplqM0s2ayUrzGRJ9reoM+oU+lTPtKcBZMXYUJUQkxx4kWhdhQlQgVPcnwRQwJu3dMNnomgDDYoJkkKqASzJRDhkpsQVKn8r++OolAka+/Elew3C/4d678pNaAsGPjPstq7NzTmRG1zU0jWAtiA2EMNI1Pf1MsDZgjbCczZnNe05Pzpn1K4btnuAMRqJFqXMr/Lhj1s1o2obOdogHtx+42W1i0x2ginab/gbavmNxvkCMsN9t2a33uKdPoTXcDgvavsWHkd3mmmF3y/DgjL7x/Ox3v0n78z/N73z/U9bXtyyXlu3tGie7GGvSOQYXrQLtfoZpe8RFhet82fD++484OV1xfX3L1dU11zev6GYNW2vwAtK3zB6dMz9dcmVh3N7CHStN4HzO6eMH7F9ds929/pF1fe/K16MUjjP9lATaiFq/hsn3+rsCSukDYkKHxOxXTysQlS2PJ0q5ig1T/r/iE5TPVR5moiivx2A0qG3sU+6xqRThoXK/08YpYl+UbRJw5DTZRgA3Isbm+JO1B0g1IWiilbp/2fhBlAcpc1K9OikTgOhQhnwTXyk6Dp3Y0qZCZxEoVAvjI1VkZWTsQHlOyJZZdf9rHi99kGd40t0wfe7LSi3fHoB1QkrAmbJdTjuv/UyKee9QC2cqWTvuFJ+e9XgX2zCm5qdDNh6orbPzHFG4UIyQY7MfLJ0Rw2K5yH0KRGOQ/8n/9F/PoJM+vd3u+F//r/63b56fH7G8NXhkrWT3tBLzSKZ/a6pmmOzobLpoBGsj8mobm4iACmhFMK+BiTuSfQUcGUlxbTRDRrXxapEvmtxpX6aPBqK1Rt7SGem+R5AqiMmkb4pE5hT16NpXJnEKIFVMbiEA9cathIHSApODUm2q2pjwQCSrRknpl/PTb8K0taBmpemdIihPh196UAErk1/i7xNjxzuIkXa4/jCU6Q2TxuKjuckw+W6CBif/3LsmCPUzpIWf7JaqDyH/DLnf9aWX9kkW4urxh4PFyIOZtFEv+wTsDKHssSMpsCfzXgNYQtLoHAAfWcsTYzDotfQ2FgE/yeU73/6AB5cnKHg9sTZSsDdd8jVBL/7rppzMiiSoUKwrU1+Ah9MdAYfo2hbfiXW7cBzyVHqaS3XJaUuZHh1of8o7Evftnf0XaViiZFNgWIgXmwInIVpOeu8Rn/qe0rzHGD/lXcHc3WcThkmJoRyMJz1Y9WMyJSHE+B13Ee+ptkr7Ekgxvyp6qmdNF1AosRTQOQERG13WKHGwIv2McxLE58yGsbp4q/gwokhVWTmDRr8WKEqUnBq3vj9tmQsvE/ewen1yLAKTBpqZvQq8CSH1PQbDVlNqSN6JQkkIkdYNlEWvOZrpfBtTWRlloKwGj2Jt4UCbqn0s/a9vGbg3lkF6Z0Lea3DrYG+/Kz/hpbHQWIJzjLdrFg/e43Q5Y7Gc0zTxTFgLTRs4OenpOmIMFh/dttvWsj/fIGJ59tkLNus9ELBNw2K5YNxbuq6LlvfGMI4D69s1N2xKF3qDH2KAWdsa5rMZ85MIOPngcCM0raHvZjSzjmbRI1YYXGA/7rl5+ZLOOl7NhOfnDR988Ijbq5fsb1/hxg2N3dP3IyIDs3nHuPVsxkDjAzOx2LZht3cMo2O+WPBgteLi4UM+/eRTQgg8f/I5ZtFz+eCM88sznDU8/+IZYT+UgyRE8EuAAU4fXvLw8UNe7ka24fXvw8K+Kz9ORTIPReFBKyk7sqGFX1WFnd6xNQMVZTPJ+qZ8v1V1xjug1JdDA4iZ3FBZ6NeXUin8mN5pibs6UNpK5n0kywIT4CjH0K3kJYmyVOHrI5AUlUo23bMVw5h+HtyAaTh1oPDy8+6Tk7eqfmg/p+PXOajHmZ/NnVFuUD/VearnMGSL+9xu1YaXsuL6M9YitbCf1l3q6Uj9kqqvh3LUYWtHvspswfS9UA+iXrgMesU5814nTqbYQHLbjwpYlRU1NqrJYV3U7cwnL6G6G8rPS12vSHb9PDbMmhMD+Pmf/9ls8afvDMPIn/vz/xSqNAzA97/3O/zV/88v3z9XX6F8BcujA+AoaZJzjKKk6SwxkSRbIql/aYyBFM329d0SO+JQJqgtOsqiFuGuYjYNuOCrjaaVTQWpScmbMa6kxlTFkDWo9YFRaUk3b0BKSnuq+rPAGAruIbm5LJyQQSUVQhUIyIOuDgrEqCzHi4ox0xKqA0NhrCvmPtTPZMlXU1lWNSkII9NWQqlcRzLpRxZyazp00NUpLavBkFAIazh4If0iWVgIZVonM1JfUkfo5kR45eBJ0hSmk54rmvalBrImfda6jiyaVPVnoTgJ87ndwzU6AvBkIjUdQL5kamG9jD8JuiEkuifMFnM+/u53+OGv/8bdzv6kl0oWVgDJJCalLjLdYJn2mJrJ8CWF6WGZmBwjB+erFsgL4+JCbVVXft69/4UcoVF900OYjOFQA3VMyJa8X8sZmGjH0jOZCcuX5bRe7yurmQTwh/R7Lr7SrGnChHrOdU5CgODzOmXTdp33GmQN9ZjiJX6HxkE8Z0amDGByU8t9ztQjma1LYqDSO3mukjmxEK2GknlZ7naaluqu0zshZvhT+1XVRsYtECZTJTq3PsSMbKGsp9d7LzHLRgRpbM6CpmuoDLfeWd4POD/Gaa0NHE2+Bia0TFxOMUrMrFLvDcmWUzG4u67rISivoORx84XDeyDvwyrN7pRmH7sRQ96Hb2Xh+a78+BcDpmsxTRP3/X4g7EfaS1id9LRdgxGhsYbFomV1OsMan0IqJF7BO4bZhu1mz2w2J3hL8NHivu0b6NoUDNiwt4b9fkfbtaUPI0iTaL+PAO3p6ZLVyYzNdsfoHY0RzKJndXbObDGnbQy7YctmswfvGH1g3N5y+xq+/5u3XJ62PLhYMKwXfPHZJ4zDFmTEGlgsewbbMewE2/U0fc9sMSOYgc12j8OwOmkjiPTeeyyXcz773veZr+Y8fu8RDx9ccPXiFS+ffsHZasXrWxfd/03AtLA4XbBsZpx/9B5+7wi7aebMd+VdqYuI8Au/8MdSUiWZympSWVYHBWcqfkPKPXHAfqSvTX6+hB8pMmJA5Tiy8YL2IT5I5om17kqy426YkPjv4e0ycbdLz6khUmYHKtY+sQuQFDq+VpyngRbgqv5bmYSQP8tWU5Wcor2Y8HIHh7MAWGrGkMZ8GCe4vFEGlNgq4S4fGKp/8hgyP3XAoQp3dEB3+FetNym+VeSZypt1vRVPMCFKNcBWA3n3JG9JVSg/lbZj+lgqGS1MeP28TpkXBU22kkNMEBBlXZOyr7jS1eOopTPKeRCP+xGJbQgxeP2f/bN/OvJcJs7ef/63/y673R7lUfXhTz/9nKdPv/hKbXwFy6OmoL4JKFLrn2zGLzEQp0bcz+BSim1klAgo4DJd83JcJe1ad4C8pbb11fiR0BibzcCOB2euAkyneu6WUDaL7oX79logH8a6PhUMCn2owItswlYJKekZY2xlMazM77TI5K17+gVVlP9phwsqOhUcj9Whk5AJMkSGP8hk7iKx9Fm4ybLnkb9LzJV602pfQwZODsgTRWDRFmObhCnpKwJwyOO/Eyn/yAxGzWMW4YqgkghG8NG3tKDqqQ3urtG0l9VeqCbI5LnnjkCdPTpqIl3v20mRg+ULk31YtBSlU+pjDtFCJMqKgbOHD/jH/pl/in/3f/Fv3mnlJ764AC5mfBSrsIBmwMo3TxbMc9wjym6IdA68HyaAeL11ixVT7Qf0ZSU+7/VXIWcb86ZYa6ikn0FqPbeKAOS7KaDB/zIAni5GdVsLcpdhUuDUU1nJCeRMb4DOmo45BA0Snnb8oQWgHoEMtqWAQiIR1MmAkcYYUM7scH4EgiMPnpADhwfnJy50h6+JURAsVH1zIDadW5loOI1otrwqPgNQLLuipZI3el49oZqDrOjIjJZgbVTxe+8RaUFjVgV3J66VAoziCu0JQRMfTMFi3ae+opETKzrUYszF+VbVbn3VVnEDQ4im3bELkkaqrJyPc4bGiSKP0yRAS7VuMeZTMm8qBFs7WPZeIsMhXz7aseL3T8WR1rxAvVG+irvnu/JjXFpDN4/Z0fCOobG8unrG6dmM84slXddjmzbR8JbgGwbnmPcLbGPw3uHFsfcxMPby5JzVCnbbHdvtgLQts8WSprF473n9eiQ4jxsrkNzDsE7nvYmBfrtWsEbwQwSHZm1DO19wet6yXHY4NzC8XON2r7Eh0HU9xm/ZXu34YuP5FbfmT/7iL/Dd73zE+uozvv8bn9F3lsXlGU07surP6Dih6zr6xYJZP2e2gE8//Yyr2w036y0np6ecnZ5w+eABf+QXf4Fx3DOf98y6Fmss3/357/LgwSX/v7/617jd3oLx9K3wrZ/5kG9/9yOurjv+s//wP+X105fFWPIfbGiNd+XHoFhr+aVf+h8k2dBm4VoVIkmupnBNtbBwpAgpLIrJ9wgSrWcl3QlTpZZ+X+45yDdBfkqtwRU8ESQGzBaJFneJQaiupWk5uFJM9bTy+wJJ6C99MVEgLrJzERLz+7XViTJ+EyWS1D27W0KZ5FJXxceqXADEhBo6WnnDWuT2pRLL7t6tE6thXes31DsJY1KBMwCutr5OfJc1hccspdoHNX/A4frpOh3hCyLTmn3dY09CzMAsqsTVBVYrMCk8TVJiBj9WlvAqb0deN/9PjCmZMYeDkWS+86u6CNc88mQpynj/8B/+OX7u5/8QIXj8GLKM/xf/4n/AX/5//EcHlXx5eXvwqInmurVLR4xjMWWytbs6/UYFHSnvEmAkTBrXTaybJBBiKmZfstiokFCzjLXms7gWlfrujeEhR/d/rvNNrjwKIOX+COCT2aQGdcVRRWSgtgTIyKW2N0HmyxHKG918BT3qpAIVNNJG/hL0lcm4E9iUwBWIvLroM0qkR4fjbhT+eMaSYB1PTxZcdJyl7RKITkHAybNaZ9pHh0MoU5cp26SP+swh+g4gwaOmpUFUIEmXS/AEN12PWkgrQkoc8Z0dE6JFW6HZocREgYP+JeKTrzu9/NLzoe4FyZpjGqattgaY0hEV5tQarlhATBD0r2Wp2IsQxeJ87yrlF9KFb2Jc5ipr1dScNn0qhUkhRCYoxx66VwNStGrx3S7GvDbVugsltk71ppcEDgsgoVhC+5TrKtSmtOWc5PEpXTDkvaOTojQjy/C1FcixIlHRMI4xuKoxatZSuc+FaDGjSpiAx1oiEORNoQf6f86Skny6c/r4yJCRL++Djhz00RiDaWy8uOt3lMESAe/YeUdjGxpj8ykkhJKJj4PzqwcpqNl8IEgx4RFcYhqr85toVAxyfnD2guBdg7GR2VTaAMRg9/6G4jevZ7rQTan7RX3mJb/ng4vBujFgk3rMm0mGt2xJRAAL4kqcPz0vmZEiBnjXnVmSZARQRjUFpVRQL2umFchLwKghxorI+/JI0aWf4FDFDDQxg0dffVd+woo0LfP5nNPlirZtCCHww+9/n/XmCuce0M86Tk7OECzPnj5lvdkSAlxfb1kuFpycrFjMl9zc3NC1M+aLGUYM680G9/I1r15ec3JywsnFCc+/eMZv/tqv88MfPpkkKet6GPZx2y0XPY8fr7h6+ZybV5HurVZL+sWMpm9ouKYVD37AbZ/jttcMLjDsWkIYeel2PH58zq/+te/z8HzFz/78d/hD3/kmV88+5/kXT9kvG7xfcn55Tnf6Pk3b4j3c3m5w3nHx4ILdfmS3H3n56hW/9vd+nQeXl/zD/9CfZLmc0bUN1gjr61uCH/mpb32D2WzGy5fP6XphuerwYcfF+TlfPP0Nlh/C1jVsr8coMVz//qzzu/LjUSK/WzJmg/LeyT3bJJBA7r5Xy29A5IklZAAmAyChJKHI74tUyV/uEYIl8Rcq2FdyScyoanJHlNcv/FI1vqrNY0VjAinvHawtGW8n8sNxGfW+GIAqjcjkb52q6v6bfFbVKyXUTAgpCPhh23K4CMdLfYcf1JDePZCzDqz5ISqv/RsaquPNOu8j7axe8cqmT/rhmYaCSeydlzv75j4gQMGyyAcl134MIgHJmAQT2amWO60x+BBw48joXFLYBeazLvHkVT8kVfVlMvobihz869MeFyFHUVHFaKjeCQJ/+p/4U/zpf+K/FuOY3pvEaVq+gttaZHSbtskbprElk1qOb5DQQz2YzoFNWyQYk+TUuxtOmVFXI8oZOKkCcNYCdBa4lTH98knPyG2NkL5lEVI675pypD7WsXGUGIiQ44PkOkLlzRnyP0RXj79fTjdMN3ItzBLTN2brLDGYLPDUTnaVEJLG5kPIhmB51qQQxrhJ75JqAYp0GA97Dqg6lbRzHwgJ/D1ARPJGP4DhRcGYI1MX47OkC0bdaA4vKxGcD9l0vSxucglJ5ue1gBI9aKaEpxzEem+SZyRqOfI3B53kALjRWCZlT5d9Hfdu0QCU/RTXpQIaUOKuj1bPUbvFfPWz8JNVynkJPkwwjvhxCU1u8lxXZzpR/WOhWdSlNsbYMdVavLlXIThELMYDEpAgKbh56Zlr1Hoo9TQEgm51A8EKfgSGgGAxVeMOFy8JPaKhCPSxzgI258vbJ5BbPNbYqq/17i4gRvxpFfFCwf8MhNSapsgZFBOX1G6gwjOkCsuoTGT1nf4wRghiYip7Iwy7faxLyNZb+rxPyom0VFE7KBZjmgQYRvoVUkbH+52HywyQLurMAFYm55LvEEMYBRjvYcDuL8IM2KIUJ6aoV+vfaTw7r1njQty1zjvc6HHJEigEjwRLcAHCQPA21ROiwkL3kyUCSMkgLNKgHIwC3VeS/jZNcmNzPgoS5niQyMPiqzv9sKhrnG3iSRxHn0CnaX16n4p5hx79+Jc330+9MczbhtVqxup0Rdu2XL1+Tgh71psbhuGCrmtZLU8x0hACWDHc3Nyw33m2zchy0bOYn/LqxSfcbNbM+h5jDPPVHNs0+NExbDfcvH4V3cKUNQVOTqIb2W67Z78NGDeyWW8w0nD7eheHMAzsh5Z20WHWz3n5LHB7c8vLFwG3gdmqZXExsttsaYBPfusJF6cdf/3/+9f4/LPf4bs/81P84i/+CX7wve/x/PkXXL1+zmCWnJg5lw8f0i979vstNy/XdIsls6YlhA3b9Ya+6/Ah8Ku/+rdZLmbM5zOaxrBZr9ltN/zm977Ht775AWfnS/bDhraDJ08+YbVa8v777/Hbv/l9mDlaIwy3QUO1vSvvyqRkxX8I4D0+JZIo7mvH6b4oUFNBIvluT6DRJAGT8iRab3pO+2BNFaevyvSaLcJtVGiLnzoFRf6v8NSTO+UNPFsNcMQx1e+n8WmWmnDwTh7q8Tuxdg+XBMpoO/f16z5ZWHk6LfdmJG2aHLBcgb9JrNzMeE5ljuP0Os1n8HesiyZP6b2flXQef08g7roUnK206+6Zl5Lwqu6dZF79vhIzegsYwWYjhFR8Co+QBWUpezQOKPIujdAQ5To/RuWd8rGlT/F3N/oc8ygDV1UG8QmHVJ0BBZ/iWVSZ/oBVJmIyIjHhgno3xO6GN+51LV/Bbc1mAElToev/ChzV8ZDiWNLvKb5E/Ezy4dSI+KEiFIc9z4f+To+KvytB45QeiOjhKwYDDtE1y0oxK5ws6B2AZ9pXnw4aIaUPpshNykjHPw7wJ8qw7+uupo6+9+ApBBQ8h/FaqDZEAToTSJI+DCmQV00MaoFZQSQjMslkECpA7yjL7z2eaHUh4S6xO0SHy+epB4GYZjsQ18dKCfSbBV+XX5rslJCCkyUzwlpzEA9LoFHCrGPPVDlZGAhZkD7az1xfEV5DvaBBhbT6pTAReCS5ggRS6m1fr0uZtACZwEUhsaxT6YhmeDKVnB4n6m4cn3IJ3LcOX5uS5m90jjCMiJFE8yxqgVHc1Y4wQOmSqK2H8maqtEj5gvwRS52tyoyFGQiBBE7HEtS8d3rNEWmZRwLYkKxvfLzQbErL7kMEltTVNftt+wSk4JOFSKL/SKRzIvjRM7qBpmlRyysFp2KGtmouKhAnl1DOoDKVdd8Tqn33vZTNRC/O6PUWNYld31WHJLlQjS5ZVRaLVS8Bo+uc76xkQZQ0lrU7XtwyGtioWtWsCgtgxonCg9R9fU3dHOMcaYpgi7F395jOST1/yqTq2Y4B8TXmg8Eq/YGkBfN458jxoGqwmUBIQbRFJNIlHZcrutS8PjWprZcoCwsGYwNgcppjEROzAPrjpyCEMTMxcbS1ta7yDTGbXNNWAKaL97NzLgFHgjlEgt+VP/hFgL5DZguatgcfGK5fwbinmVmCA7dL972Fbgmzk4Zm0WDnc+Ynl5wsV5xf/g6bzS5a03QzGtuDt1xcXiK0tG3Hyemam5trRrdnuwPbzOgXC9a3N9xs1oxuQAKczZb88NPP+cH6hi+ePeXm5jp3tRHY3kBndzy6PGccHdc3G25ebLAmMGxjV2edJXjHfriFAG4Ht1cJnA2wux0Y/ch8Hhh24Ndw4/ZsbwceXz7ivYePWSxm/M6vf4+wt7za94ydo1/dsF/3DJsbGoHFTFivb9ntRzbbLevNLYERw4gLDbthj3Mj3o9cX13x8sVLhMDNs2es17cM45auF3a7a/7YH/9DvP/+Y7jq2D5N53XHcRbUEKWJ/e/h3nhX/kCXEMC7gLHJggePJD60BKueCj937vjCnFeAkN4vlXxXy3YHvECW0w6VMlKSdmQMI6Q+NE10nT8oxbK8uLn9bhTlOTTMxn1yXX42841lTiLfPrVMfnO7nmGIfI8Q5XrkkM8iJ+NQLkcISDQPB0I0BMkyU5hwEXFej8uq2YPinuHmsCYVgOR+hDnPLHeIFjgqS8UxaF+UH3fVOmgfokW4GnVkRXyIoE6cvwP+Nf2pYQN0SYyp+bMweT6Do9YiJmIELvFKb1P0/NT8l/KXkrLZGVPqikq/5Nll4sOSvB2j+FhZVb2hvL3lkZgoYFibhCoTA2IbUxhYUx1OtUjKbm3qtsZk44QEShzuj/qQ61eHgEv9+5dZHRVLJqjzUkf5QONeFDiqPowlZnNIm4ayQHVf6sOtgngVsuMQ0dNf787H3c/KHASmI3+bUpEcKeBGdkdQhLR6WiZv6lhC1afikoOElFnp8L2D+TysLzdY3BCF4lavn6qLRRQIDVYkR6wnzWmdKjz/m8dIzMaXCFbeg3Vvj0xpTRNiPN9oFVdmQIGqZJmiApUG4AzVaiWhsDZRzLFdUmMqqBccK+3B4Kt9E8BLJNxw9DyVDqpQK5lA3ZFh/35QjJ+UEnwklonRCNm+k4j4qyvqgWVDphFCpm3H77hCLLJVz9ucYTG5vimDVSyC1OqpnOOyV2KAY8nbYEq2KpoQiquwtmXExr9TvK+8yXoLeHBD9vM21kQJKoB3Iz44+lmfz2W2aPQhWrdUYwqlQ4Uxq6cmXa5p8tI46wshE+dMx4KCr0pzgseHnFi2EGSJfufelbVRcMQ2LdkqSqo5pj6ySpFtZIg0DpvGKviyNU6ELvq1m+ruqb5HshuhWlcGT4zP4qNLoK3u1cM7RJdNaZDOh2kCxgrOtfjQVqZs+3gveEc0+bbJhDky1PGx7LCXuqhzcDjWkDecAouGxIzVNDRrjquzlZj03H9RsK4woxqTTGmlOagvEBiHEXl79uZd+f0oYsB00HUwXsXlbXvsYkW3OKFresI4MmzXIC4y/r4QtNmpcHp6Rtsv6folTdMjQdi/fMVpc8rlRcNqdcL5yTkLEcb1DTemJ3hD1844OT1BTMPN9Wu22x3zecf5xSVd37LbbeL/2x3Pn7/g+uaa2/U1u80a74ols21gO8D1DSxmGwgeNzi228CsgfceLliuVpyfn/By84pn18/pGug7wZ4bJFiur0ecC3R9oDHCbh/AwbzvcMHx5JNn/I1f/lv80T/+R/gjf+QX+I3f+C0+f3WNH7ZcPX/Kfn2NGMPgApvtwOzkgrbpGK0Qxh1da1nMLW3X4t3Ibr9nHAbwI4t5x9XVDc+fvaBthCYF/T47P8Nay3I5x3QGWmJC0PvImgCdwP4dU/F1LcamRA0+RP7TmEzHi+X1ceWZundpORQJs7yhf4dyB5dKjoMMEycvtTaSZHWTeD8V+NML5f7/PSz38u7+kFFPP20tyyY+MMuz9ymAD6Uy/SzenDH7KmgoC3XhKyJzfV9XbeV7vJIdMyBWycChiuWqbUvhuY6VBG0c/F2P5XiZyNdBZU/yT++jg1yeQx/5+2hFPw3XkOXWEHBujLGWkGS5riEJaiG9yObRQ6q0Mw0lkOZU6n059eSBGEfJpjokxQxVoHC6kgkgytl807eG9F5qVKq2D2Y787Y5o9zblbe3PLqTba1kUoNaKE+Tl4Gj4tY21TTre0caO0CUKxkbJSuV3HFnuBMxT10z9Iugm1eXK/6u21X/8uX0VBtQ3YnSxpmAIlVJ1QcoPoxyMN5635VX8gf1mLJZXThOeHWS8jCPEREdewXtZOAolLNONdfZZUWK8Jmr0w7XPyerot3SdrSCihgRhXWp1mEyE0mQ8CHEoHYWgpcU7K2sjwkkt55KGImyV8zCp4dGia3U14kKLDWxKgc71JYFCh5qDyXuFck1ETUtul+KxEeNzgckWlPVwu/h3E5nkWy2CrG+pAUISaAO9ebJc6+tHWyoqt6vc/mz/5Vf5OJkDiGg4LyEKs6LI24uc4S5qQBmqea+pj31eciC7VtaeEWbi5IW9NhWKdYbU+AkghJpDKoBSnv+bfypBbX4KBciAm4ciVZLgf1uByHQ2Bibx3ufXJQE27Z453DBlWmoCYiQGaRpzIJw8JAOL9HPbM2VaO/0Yii7WQEfnTMfprF8KMkcJIyJuZXJ/TJp+3DOAgTxEEwhaYGEH6XrPNHa+G84fB0FVYJEa6371mECvCeuTqlVDs5eMwC5r8XiMYS4NnGTp/FlTVj63ws+WLURJUYjSC5hxlSx2jSeXOpjFaIKZfAntCZpxg4u+lxH3p6JeUXycud7g0M+oYw1hIAXE5UOAsGA8XKv2fq78gekGAttD7MFzXzOuBvAGmy3oJ+fMJstmTU9DAPrq1eMjPjREdJZkQa6Pioy97sRkS19u2Ps98ycZ9ktWa6WnJ2dslwu6foOY2B/+4pPfvg5JyenuMeP6PqWvvUEM8M00ErDeX/KOM7w4ZTdesvnu084OVlgbSC4PcN4jfN7nIO2IdEzuLne09oAHrpGeHCx4tvf/piHjx5wcX7Bpy+eMHvSYXCEMDLsRtwYMOzZ7wfc6NneQt8K4yZgEfrZDD8GfvD9J5wsL/nWT/8U5xfv8eT5C7a3a4bNDbuuQ2zDdj/iTQ/G0s/m4B2WEXEDft/SzmYpA1CgaQXpOha9pRVhNesw4uhmltOLBZeXJ3z66Wd89sNn3OxvoSMGyp4TD+M6QNeks+7zPfmufP3KarXkH//H/8sYKzmuTXajzpbYUW4KOT3ZlFuaCtNfXiZyX3UxSP734BKS6j6pns0ubEnWMcaAJoUSlYH0/6wGuxf0+N0tyrzoP4mnqwCcIpuqcufwji2fKdgmQrZEEWIsnxA0VmMt+RyWQFBQK/O9hTcsLE5R/JSRFP6sVoKqIvCu1FjaiHUVXtocPHmMnQ1QQjLkttJvmoU2FNeuqNOsFbRl4TVWqLWWSZzGiTJZSGZMBz0pgJxOiHc+8+gZWK36HV+rFGoS+Zm67myVrvxRWtvDMrHMS/s3bh+d91ivEcnJVYoXzpvLV3Jbs0YPViEIR3pMdjVTwkE5jOmhMrjDOipm+XBTBT3N6OGvqyufT6urhBMFjiYA0t1So+MZQKn6ZUIlzB19/+6myOe47Ilp84HJfNaEUSYDDdOXQv4tM9014nnYs2PCzGGZdCshnxN3HDlGYMp83iEGRfI5oPxJWMiBxzUwb0K2Q4k3EwgJcEnP+EKkTNA01fUUx3+9UixdR+1pUDNEwYv6h96dZ+/VfSdNcO5/3bODWFb1nvExXspkt90DPmq2q3odsztielIJgL7rhUpYTSDcIeiqBL06f3dc6b6G5c/9mf8ip6t5Xhuj85KtnkMRluu9m9ZFd62eZT0bCujliwOYyMpl6e8tcT+nXakbO5Ohwws0QHVZ5r8BMMVk/EjJ1oH6M9QwagEqQPBuZNgPDLs9V6+vGMeBru2wKUV201pOzk9BTPRvT2fUSMzCWYJAJuvBaijRQC5kZmIyE0fAmzJOimsw5QzlMEtEhkE5l7xWxoCxUd7RGzj97n3MvmdzBYX+5xMfKuapPsd1d9MA765ZubxFEo72tmcx76lp8gpliO5WFNuPgLtL7nLl2g/eR+AvaLDrOo6RibGfrODdEGuussVE8uZL4O5Mbzi49Ko7OP1bg6iFVZKstSPtvKNgp66tL8ydrruRFJ/RmnIE3pU/eMVY6HrMckG/XMLC0bQdfTun6+bM2hkz2+G2W2azBVs/Mt7ewuiVWIMX1jdbdhvHdjZgxHIynzNbneC9Z7FcsFwt6bouJnyxgttueP7Zb3P9vGdz9TnnF2ecP3jAycPHuDH6XC3mC0QWiMBuvmX76goJI7PO0nUx7TbhiuubgVkHq8aw33ncEBiBrjWcnSz5zk9/k5/57nd58PCS87NzHtw84OH75+y3O25vbrm5uuXq6hbDFbchcLMbGLaBy8s2urENjtXpiqZr2G0d3/vtz7Htitl8xrDdsLt+jYhhaDuarmMMgm8D69cv8Ps5xlpaGcB7hvU1YTnHAL0NiI3uy9vtjovVgsWyZ7u9Zb7o+Pjj93j/g4f8h3/pL/Mf/79+Feccxgqma+jOe/p+zv7ZDrNa4PzIfr9h3G1huOv286785JeTkxP+O//MfwtQpQyTJAi1u7+G9Yh/k38eykPFDrjwTlTPx7v2rhyi99Jxye7uw5o13I8Dtm1ju7X3gCrlsnx5pOa/Hz76q7ybhbxjL08BDTgEuQRTeQbFRyplI1N59W6p7/Ggr0/BoBxvUSWixCGnxS1XeeYC8nOHwRWmgybLhvYNytcs204eU7m/lqTI/FMIPsW6rKX29KbKqVL4+aJkJNWpGY61TrVy0ix7cW3UFTDLtcqrqugYikxxtw/ltJjUTgihZM3Li1feFSMp9MA0KnGRRU1cszyuQAFJ31y+gtuaIJo6sQISjCmCiVocGavpFZP+vBKsdJPngFsHPVXTsqilr6mJRItlFahzXem9cP/2y3UTCvCjM3hEkvMUr6LsNpD7UT2oxEsX/UBQ1AWbuFTp2T8QGO70/QA4yqgn5e+J8h3FJKbvFamTbFknIRQru3Bn+HdLErZ0fQ9RwxqkmH5xIOweHGgVWDWQnNogOR8QfGnPGMR7TIgWIp1tGMOY47/4EFJmquqyqdCabL1XdTjjL4lehNz/4kIGFOsJQnQdyXObXvbRuiiTVc1ikBrwwePcmFciHn6b6FkR9rx2QglOJEExaFwNBoUQBW3vY1wbHaTuVw6JjxKk6vtCacpqCMwWC7brNV+X4saRcXTE2Gwm79+MxIfk+pgyDhrMAfGv5RifAFa4ewGpuWlaC1OihPlD4h//yn+XmHFxgS0B9Zr40mOb04VSQJsDc4wQyO5QYgLeO6wAmsKeKKALcZDNcsHGXfHksyc8+ewJL16+JARP07Q0jeXi4pxv/8y3ETGMu4FxHLHG0nUdYk3c99ki5i5d9dpXpXMHNDKPWt9PddgU22bixpkuUR/CNOFCzvWb6rYNKUBSiq0Wonudl9pLCyUSSnNF0snK0yxTjZAPlUXOIY39+9Ne1tqvGtiMZ1vvY7XOLEylG0ZCCNHtPE1uCDFOhSfFpCLttxDHL9YQXAx0GUIMNCxNNLcI3rG52dG25iCTnAKo9SVT+h5Q2ge1xk+AxpicNCMkgns4U+UeVCZ2GlhTDDTWsH9nfvQHt/iQLHmF1hq6s4eczJd03RxDg5WG3rbc7AeWqzMIjs12ixvHuJ32sNsM7NYDOHBjYDef4/YDXd8jRjg5PWG+XECAYdiz3Y3M+p6PPv6IX/u7f4+rqytevjjhg82Wxayl6zrO5iusbfDecfvqhpsXrxHg5voGcFycr1jOLY2x+OELVkthNp+x3+yiFdRemM+W/PRPf5Of/9mf48GDB/TzOSerU5bnFzx4/BHb7Yb11S2vr674/LMnfO+3/x5b9sw76IynNR19N+DGET96pI2x9zbbkWdfvKTtZ/Rty84K69s1m9tblicrzi4f8OTFC8a2w/pVpLv7PcvVAsLI7upVVIgEH8d3c8PTzz7n/Y+/y/UVOPa0swtms45Z37FYzLGtwW893aLj7NEF773/DT784COePH3JfD7n1asXfPbpD3n52Q6+PqzDu1KXL7vKqqtWA//eufqOyBRR5q4AkaMK69jARCSrG52Ij1L+rq8FvZcSL22szfya9zFchjGCd5Iz8UpdJ1NA4qDZLy9ZRvmSe0oZmolmRtuvZS4TFciGDLTUfZSaYa0qt8ZW/U/3buZP0/2s3x7wMBVikX56Jh4SEZUghMhPRiXm3bVOvc9Z16K45eHLlJ5VX2q4IxtO3MlWJ0hw1JbNOiVhkgYlqBgWLemw7Pc7PJa2aTM4qixNTCLjJ0YWQQTR+MZG8Q5K1tm0v2p5PdblU4yl0psj4kS1vZNRx+G66PzUHRVyDCTJ66TgLvkMTjLWvqF8JcsjMfFwGZPiH9UxjlLj6t4mqhkVKoa9mhSJiNgE5wpkE/5CNMj1lIlOg6yJC0wC0x4r9SFQN7D7n42onCQkQh+9g97GzibhvCIf9cFOP3xK1x0O3o31kgTJtNlkGhG+VHSXyOrYIh06FEwKA69g2NsWqcZbAqHfnWMhZvHJwEQt/EEhZZMTnyUwxI+YKgi3aWyM7aOPekcYHU6SYJIQ15AOWgghWhHU1atsoYIQ7ijRgphBqSI/yVEtCblqNRSS14cOK1EY58bUD50LySBBtkCqsr1FwaeAB4KL2e+cz1nrxKQMVT4wupGY6kjdz9S6yGBNBNomC4EizSljUuqrdyGm+a7Woz4Dbd/zF/7H/xr/x//5v8mw/3pEvYwCfkh++ilNfCo5sHMguz1lwCJbvEwv46BxwYTJGSzxd6qfSk/sNKhvCELwBmOJm87a6ZGTqHlwIWSAm8nX1QXM3e8M4DUQcvWyHwPSgAkOkQiGBufxLgFePrB59gVNY/juH/lDfOvbH7PdbnGjQ+PBvXj+gl/+q7+c9+RsNuP8/IzLB5c8ePSAi4eX+H1g2O+RlAnR2pQ2FhidR3zS/KWU7cdOrLYXnM9gyJ2zHQly/tM09ghgE13PlEnxxrN3An7EmIbogqY0L2RLKu8CjbHFoutwsgXEepAUXDEFX1f6FkGvH11LX9+5x8DK+J3JlkHKhIcQ08ZaQwTkI0cTx54CTQcRjBesErsUuM+rqTUh05fgEtjko2JJGkNI+3kIIy6MdAjiQo4tFUHZlIHt2D3aRKYkzrPBVUB+HSRVTMT9hr26mPtsqfdV7rh35fep+AH2t/iNYdfA5fsfc3HxkFk7JziBYOjbnnnbM5vNMOIYdpuozBlH8LCrUsb3rcVKpC3zxYyz7pTTsyVt1zEMA2YXGEfDfhi4fHTJ+zcfsFlvcCFwc3vD+vaWhw8ecHF5zna34/b6JjL4GGb0fPPR+4jdYe1IwNLbPcGvQaIy6/1H7/PzP/ezLJcr5rMll5cPEGlopKPrWuYnP40ZR3x4ybI3nC/2DNvv8+1vXfLqxRXXrzY42dP2La9evcSKMIbA7e0Gj2GxWrI6WTH4keeff87H751ytmy5ur7mdrOlaTsaKzy+POX6es3Lp09Yb7bstiNn5wvOTpaYdo7gaRtL1zU0OE7mcU5EhPMHJ7z/3nucn52xWW+4vb3l448v2O4Glstz3vvgG3zzmz/N+fklH3/L8/LFS27Xr+M99SWC3rvy9ShCfS8dBwnyc4fAzsH3RkOeZO8VMk8N0LZNud7lDot02GAq6qqdtDoGEOWry/4tar70dwi0bRszrr7l3TJR3pfO5/qOyXJVg5POi6nkk3pwVZ35AwUNcgwcIDmjx+RF0/4XQ47yumrfD/mvKC+4jLpkXjjxEKG627VvAcF7VXTFe7oOpi2QFVMymXUigPQGKK5W9JfXfLQsP+j7hNeuEhHVsnuWOUPh9/W9HP+xSqilFke1kcThfo6gUJVRXc9HqOTEVJeCW+phc1jqs1Cv5d0wO6V/UXxMHhWh1BOCQ7Bg1JtK8MZM5NkvK28NHsXFL0BC0XzWv1OsbDJjm3ACyFK3Cb7aeJIVlJPAzUlTTwJ6ooXTmzW2X/5tKTUjWm+cTI8kMjDGeILYvMD1YauBvbqeXFk6hGWTCj5BE3p0VL4fnS/WWkcE0BIBvWz4idwwaTptvDfMVY3mR4AkZKIgYfo9KXORaPyXw2b1IFTv6CVhXUgCX8yGI9U6Ktgypk0ikuZIg/aGKNyPKihKSIFcQzm42pFgSYmLqrGYtNYJXZayFjp9Ia+8z0K19hfFw0OxEpmU4CaHLRKB8rV3I27YJ9edeFbcOCA2/h7GsaxTcqWRnAUK/LjPmZPK/3FeBENvhGFy8RVrBGPS2bqD3YXJPv66lqaxNLZkh3TOZ6ujusSzpkJ/yGDS5BwcyXJ4OL/1nIfkDpkzQlXnPdJGh/MW61zWXKhmQtsKySR1EteNxDd4sGJzMPtjSx0gW9uUtikpQl3UUEvqez+b4f3A7vY1s/mM7vQigrPDwLjb0/eGk9UCHwKji+awXdsyn83o+4ZxN9D0LX2/YNxuE1BqonbGB1orEaTQ+U7jNUbAtrnXIQF6OeZNCMXupCJoh+uYB6gfq2WRSLJACuAGjIlpahV/UloQfLQE6Pq+kNb7SGwKVK8JIw73gWh7IeD9GAHlKkj6fUUowGYxr69AsvSdDz7TyEwrARGLbWyKY+RjJj0FRV003/aGlNGyvGcgWYolBjA2UvqV3NmUBYzZSDz7xKSHFJvJiseEtOdHkFCswaRL/ECySincTmnHNg3ODQk0SmNNpnihZhi/3qTtD3wxqxX9+RmnF+ecfuvbPDi/YDZb4TYjTdeyXK44WS344nd+m+X8I/a7LdvtGhgYdrf4bUC1LQ8ennByckrbzgjjwOj3PDy/ZLVa4YOj6zvOzk4REZ48eUrXtnznuz/DZr1hv98TvOfFq1eszk6z/mAkCg1t09B1HfPFBY8frugXgnMbHjx8ysX5jCBgbcOj977JYn7OyeqMWdvjHXRtx4PzB1HAMXOks0hoeP36NU+fPGN3E7hdX3P1fMPN6z3b7ZqRwHYXWJ0azk/OobWY1iKdYGfCbNkxW1wyW47M2hMevPc+PgTWt1teXt0wDjvG/cDt9RY3eB5cnrBaLbg4P2V9u8Y2hq4zdI3gMch8zoDh4aNzPvjoMR9//CGXDy7Zbm8RwDaGjx99xHe++3N89PG3QHo++cET2rbnt3/rN/neb3+P65cvI6D3rnxty8SCNCmPC4ddWNxD4OhOyfcVYCKPmzOCHbYp5Zd7q0x38Jc2KmAogMCRLh1loJS/KMqN+Ll9gxFDrpdA7WYUL60KsqmMI0p8ITmsIfdB5/bQxU7BMDFVCANR5XjNOMZZ8olHmsbnTMrn+1iqlNQIQELk/XyQiDWJI2Ap4WLSPa+7JBR551CcVVnxOP96IG9X4M0dAERkAij54Et/qyrqOJEkxbJICrPgU/ImdfUyCtB5mqaPPOeY5lrKftD6clytSZcrHgpyPpgQyu/HR12CvNcya6jnJQRgSIq7ACk0ga/nJoygYFiNc75FeWvwKMehcS4G3UtCiZE4ISGZbFkfN3q2nEmWFkYKOYlDTwKbZuRRkGiisb+DRcY3VdDKhytMNt59pSZmOqZqhNNfK2InUvb9FCiq0MPDtir03YhPXiSCyQGVtY1kneUFC3nOJl1K/dQNn0mzSH6mILCJ2ReLxhA57FfcR6G4qE7m5w3zGI4/0Jgm42V1LUFN9fK6UUWBB08UfkNCpBPsAZKstLKgGN3HPD4SJQVxjcmNBklobDVvmTaLpMNR7cL0i/dFoxDUhSWoGJT0FVWa7jwVIRDGMVsRKMIcp6mABG4c8t7OWQitjdp/YNzvMFazEzZRi28jUBTcgA8GY/Wo6gWTzpBP2e4q//IJ6FgBR2W7ayrVg/ImsPEnrDRNg20iwKJApfNuQhdEJGYNqayPgOTCeD+YXQMy5e+7z3nvMrOVr/xAdDFrohCtF4JqdmIWMxct1I6068eUBS3dCBJCBglitq4UQDnRXtPGvdfomQ1qPlu5lkWMh7a1kFKkyzBERs9HLVXXdyzPYHlyghtGvBsjbbMNxljwjnHn8M5hbZPcn6u50AtQ04VObnWXLvM4G0YEaeMZcaOLptaZiay1YvEM4qS4/93hQilnxzSZGU348/TRGnCa0HEtKYI0DpEh7YHULpNDCCEwDi6585U+aMW1lVvOICc2zoU2LWWSQqjmMPgIILnkNqv7Ua8ftbpDLYnKWPSu9iFgjk1CrKBMUD2nib5LirUV6bW2lZjBNAWNFUyONwfBNXHfhzKxhX6lO9A5nHPR8jQJGgKJKfOJ0TQ4ZzmefeZd+X0vyxmrB6dcPrzk9PIBbnVGu1hxfv6IvpnRNT1902KDcHvygt/69f+cL558ym5zhTWefjWjPTXsN1vOTs45OT2h62bROloCTz5/Std2bLcbABaLBcvlkr7vee+9x4QQ2Gy2tG1D0zSEEBjHkadPnvPq1RXzec9iMY88hwmYxjBfdpxeXrBcNOz3a4wxzOczbBvjHZ2cPcCYBaNvuBk7Zv0Fvj/jlT+ha+Z0RMug0AmN3WNkxuXFYx4/fp+r11e40fPs+ROur18zApu15+JxQ7voGINj7zaMLHj0wUds1yO9DfTzjqbtcD5gZwPzS+HX/+7fZrZYcYZlt9thbct259juPGcXpzRGCM6x3+7YrtdsNxuGfsN2M+P25prXr16wWFp2w4aPv/Eh5xcXGNOyWMzYrNc8/+JzfvjpU3Ybxw++/wO2m23kscy7s/Z1LL/4i3+Cf/6/9+dzKJPM9yi/XQFKx8odqyOVASNRL0CAenyowK7X0jHgyORL4057wZd7q7g/q7z2ZW5SRY5RDj/3WRUm8Y/0fBZCOJA63lhqtiLLa8A0q1EACckVKXkyGNK49KmD8U9kVeXrao8U5TtMpehUfiRUQkTpR8ju8aBKpUDqc0jK+9itKrTMtI9lTqnm9lBOj08dKgTvWB2FEtT6zrzeY1FT11DWUojedpJ5J5+8Y7IhgKItTVfmMC4U0GJMWTJrIj8Swl2QvQaR4h4qYSMOn9ThlnOVVyfLCTVAG1zFX6nhSm04kDetWj9Vlb+hvL3lEZLOZEiZTeJxqCPT6//x+bTggTsWrfUhm2wmFXZyANTCSOvfWZM7kQGEYlHy5aO4h+OfLFW9mPqOaBtpX0/MEimMvs5LHhdkoSYGxK8BsUp4qjf8IdFLzUYwNKT+UAA0auFSUfvp91JVVMTUty/JkYVsYaZdC7FtHbcioCiYlf7Xd/K58FkkJkbc0L9BfNnM2ojGyMhGFhnWBREbvU+E5K5WkaCJ8FPmPaTKolzqyiRT5ld/BhcBohA8qNCiWnjnYqfSJZctIlSYc2MOxKnxwEQMYm0EkIjWRQRbrOvwEGyMaeRHoAGJjKxecBIDxMRZqtY6n6ujW6kmytlJ7s2L/xNaGtlhUmwaJw3G9hFYqSwqjDFYVSPke3J6uem2yu6CcVPeudjyeQ8hB/+vXV11+fJbPp4MmQBHfvLOBNHWTyVabzgcPpksq1lqOf3l4jWmxKijCmStgFe8bLa4McQLlcqCSm+tdDdYYxj2O/ARiDPGIN5FdygjeO9wbkwKB5vpUQYYUvYPvQCjqxRICnqdgY4anG+Vjia6FtRiMODGaHnocDGwvlUmNIK3FZEBBGsaVJkREsMUtD1jC4NZuNe7G0tNmkK9T1Jd1eXvk8bj0MSa7FaoDEnaK95npYy6jiv1917wfsx3gPcOl0BCDfoPyYs3Zav0zufsH4QwSYqgTGvNSBzuTwVP77pxp7taYny34F1mHAMFkIy5UwKZFpm0H0KcQ0mZ/bLbMVGzlzQKuHQWjKhVctzHAUMwZqphe1d+f8uEsAVEPNZ4rA3IbI7t5nTzJYvZir7tsdLAMLA8O+fy4WNevnjKMNwS3ICxxJTyocGHAQmB1XxG1/cpQUbg5euXrLdrTs9O6Vw8C7q/N5sNxYI+us22bbRs3G13GGPoup7GWvrlHNu3zBcNtu0Agw8NtpmxOjmj7Vr2W4dtepwzIBZrI6gTJMYpGps9r8wlo7e4YcN+dAzNDmHN2XnH4/fe49kXT/ji+TPWo6fvoJ8JGE8/b5g1LWNwtJ0j2D3NbIWIh6bD9DNm3YzHpytm8yW7/Z5h2HN1dc311RXBQ9tYTpYt8z5a7e33A857bNvw4PI7hG7OxeUJDx+fs1j27LYbnB8RMVxcnDObLRFpef3qNU8+f8qTz55wcfGQb37zG7x6/ZJnXzzh9W5/9C56454QsiHju/LjV+aLOe+99ziv5WF27eJGrzJHdVdUvxoV2hOIo/LNJJu3yoeJlih/r8kS0kv1jTsVNqEwxFI9Q3XXKp3K91WpTKvKGauo6qoyh93hCZSXqA+H8pRfUrLkVgUZv/uQToTyS4cPTOVdtYqJU1Fu8jqLmyQhq/Q4vaOZ8kLtuTC1UA6Jn0tTWNikEL1Jal6x9CsqOKeOWjXvpPDSkfnKfIr+eReoqxX5k1cpsUjrzyQzOkIgWd4bwblqvVPbcU8YVJat90DGMdLGMcHjvckK0uJdNR3XVPlffo/gla7IPW5tU1Qkn5n4UppDKWOPdf1o5SvEPDIp7pFJwkaclJzhqkI88+SV7X8AqCgTLRM3qHoy1LImmvIrw6nWG3dx3Fpz/6YS3vCUboVjRWS6QJPpDyrA6w7SlgxGfEYha6S1KEePm+aR5ioexnJQRYr9ST6uKmCECPYU66c6iKrOdeDuIYtuMJIGqhs3x2qSMm9KyzKR0F5kITdkYqzBWfMEpg2smm/kYO2rANQ6R0pr1QLOa1W66hmdii/EcyJlrfWgSJlTJXwa2TbH4MoIe6zLq3VRCDDGQN0uBXYPfkQ13iSi4FWj7wPOjbhhm9o2yf/XYHyD+Hj8xI+ov112I5EQ02c7Fy/Weo7UuyX4egPdWzKgmFdscr3GPryxlp+c0ljDf/0f+Vla4wh+HwVb4wliai/TtKcSfJPj32SuJf+twG3eA8e0YVWJFi4gweA0+jUhMyBGremCghfFZU7vUPU1PwSxNdi6V6AJ1bDZfJNnUNmo8H6nh7l5NbONJCRZUGamRqI2JQnxIkLbtjnQZByWWhM5goUQ7ZgzPVMXeAWOjrkMesAGvejr0ZLmS+dPP/RVMPr4f9bGKDejaW+VNiZAwxibzLZDbi+xN4hE8/mQzLIl0ZDJxZcPapqjzJ+FSf91DXMARu1pqNfYp60mGaT3IdGDkAzc03obBZAp72VaHIp1kWBjLKtAtkDzzieQMk2J7pmKKc87uhYIQrUOdVFQLDFy3kT3uLxv0xo7pxanCeBsyjzEXwQFzsodmyyNRFJw97hXrYl/R6tnAHsEvH1Xfl+KAI2BQZl3l4KXOqwNtPMV0rRI02H7OU07w2AYvdDOFpxcXnLx4CHjuGZz4wh+lxkPPw7gHX4cMLOefj5DjGG72xKAkxDYj3tu17cEAm50eB9ouy4JUiZaoKa4ZCEE+llP17e0raWRGSFA20b3NB9gHD3OgdASvKXve0JocD4CUo21ESgPI+M+WnpurOFmI+zWA+I8Xb+iJXBz84rFYsbJyQLBsfeBM4HOgnN7EMdsPkOaHtsZ9vtbhnFOu5gh3QzTzmkXS5bnDzk5O+Wb3/lD3Fxds7q4ZX27iZZBbmQmexor+B2I9TRdjDe3evAeTWdYnvQsVzO6zkaeZRy4uDjn/PyS25sdT5++5tNPn/HZp09Z32549MjQz+bshzWLxYzxdEmwjvWz9d21VyJ+WEzaF7t36NGPdTm4H/SOyDw5pKQ4TC6MidQnoHFyNbZqFF1KsosMDBiiu1U4uG61Fwo4UctilCtk0o1ASJXo3SuTPt3pdvm8ri8P/5iVUbhzF0X+6mjt03ak+r5meiZ9l1zn3RImv0Ww7ViLkngaudvfio2ZrBlMgI8iU9VNx9mOFschhihIdWSpsBIP6xFOe3681NNTVq5e3Wq2DkGZQ54aCl+flbuJhEmKQ4okKzszVaZl2R4UBD22rNGZvzKVOKpglrzuNfgajSpKCaXTKdzG5JusIMndU5lV28999onFUl757cpXCpidwaN7hSMVK5Igk36vvac0nLAeHJusL0I1Gu99tqaI3jgmRurPwNHdw6m1v6m8iZ2MG+WYu1w9wupvTTMvBTk/7EsIgjVSFjsJHoUlTv8eabLeZFNgQwGF1NMaBCHgHTkOhalaKZH4636WTRifkwnh9Y7EmB/rXfnpk3BQLAgOTRILXl9Ao2rtaqIcpqsqxMMfJCSAS8o76vqgKFPVK1EN/nS0GTTK/qLO4YPLMWVw6tdKdE3TIHvjGDX6ulh+gFCEeLVKUisk70aCH9N4ozBkxEBwmOBADFbAEMHF4AJBPIForeGdzwKTljzElD1ABVPRtcsB3ks8sftLmNb5NShta/mX/9l/NFpnZJDDg9tnbTSkJAESvwuYLMdGum4SSHQwcfdN5AS4iQHqINK6eu8IZHe0EI4HVc4mtAkLjgxLqp9oIaOCek1TlE5EpizRjxCtlLyULJcxg4PJIYECYNsmWj4mCyDbWLAxjpgbYmYgANMYxEHwrvLej2fWuXgujOkT4xfyBU1gYvGl2raQ+1Cek8n9U6U003mu/jZ6CduUESyQCJWLcdy6BpIrsRAIRmltEmhCmidJYe5FUra7iIYUCx30n7QH4lnPYQ0P+AT9LGdo075nil4AnxLoM81jtY51Aofaha10Q/uUXHGDTcEbXQHJEq0SkwKVEpkcgyRLnpCZeHVp071a9p/kphXoUpxO91TO3JdmxWd35LiRW6tn8b7bt4zRCjQ2uZtK4jPSPRDiAUtWcu/K73sRga5BGBCEprcsFi0ny57TkwWcXcCwJ5gGaXtMN0OC4PaOYBpM3/Pg8SOc3/DKjGxvHN4NjOPAfNFjDdxcXTE6x0XfMm97vHPZJW273bJZb7i5WdM2DavTU7pZHxNzIDRNQ9c2LBdzZvMZTdOwdxuMQN80mYdqQuIzvIATAg1BDLPFinEkWWY28f4IgeAH8OAGQcIGGQNue0XY33B+0bHsWn771z8DtvRtYNZGhrxxEIbAuB8Y9gO9n9E3HcFYNmvHerfm5OSMpl9huo4hGK7XA6EbuHjvQxxf0C5OOX8YePXqiutXr5DhJpIjC1iDwWFbixGh75vImiTabkTYu5GPPv6QR48+4Fd/5dd4+vQFn/7gc54/e0U/W+DGgdvNls16Tds1XDw6Z7vYTcEjA4m5gd3BiTYS3Z9bA7uvR4KOn9RSXzOZh6++AyaGM0d5WUp2Nb1XCi9WFOF6pxVLplJr8fZJ92Gd0CSozCF6QU0k/0BRUumA8qv3KCGym141mOOWL8ckU7UAkupbuRdQinzjXaChrv0+mbyMsJKJUl9rl7B4h0ZZe2JNfODVo2uUP43CWdVeCnlwEBqjnif9KUEOvq8VhLV9zZsk99I3LUW5JRlM0aoyz4TaNEXGxYcUevZw/o3J1vuZR07vZ9m8qidbyeXeH+wCKW1P+dX0acI5yjNJnk+hfIqLXKkrsqKRbxYqPh+SsjTxchomJs9TyDJmrTx/U/lKAbPrTVpFXYlCgsrtx4ClpI3PB7iKZ2FMgjPUYsanAKjZdSlePlIxydPjeD+j+TZjup8wmHtm8XB0FTxyEEQ3AxyQsZ1cqrU/BFfqNjJwpIsrMaC0ApsT88Gqbk+Mc2LwMX084EdXNpUIQovkIBiCMdHaRWtTf8laCBHtcIiClv6X7bWS5jfbNUlBWXNg33Qa9AoocldswySBMlTfS4gCQWMERwrqmwbrcdiQsgflvsbrIKa1t/nCKJZHKa4KnjAOMdaNcwTvcN6l/qX5HYeY2QlPcEO0kPB6D4352VxSVoYcq4n0N/Hwe0kCU4jxiowVjNf4IEm2hRi81nm8j/GkbAgYTb5lJR/4ImxWBF23Qt7Dghxu3Xo7psfavmMchq+F1j4L/tOc7FiRAiqh290TfHJbEkGsja4xEsAME02b6CFRHkVkYqUhJO2FqYJwV6kQbPrc55hG1arWl2OKw5QGk6wyLdYI4i1OSp1Up+XLCWYMim+NieCKr8DQRIe8i/F0mtBE90sDxhqGYWB9fVtqMrbyDzfJ2sXRNW0U7L3hcFMqg3i4/UKyyBMBsVJinYVhsnaHY8sB0EOotN/V82PKwigRHHR+iNWIQ0Iz1fwlc9swJkKijOKhwiDRR/WxLSbdIV/0wJ1AnpFsqXKF/E6xHgrTQI9ez3QNLunzlTuaCGAJfogY6SSuV2QYQxgQ2xYXRolZL42Y6GYoMa0vpGDcLgLX1kw1zNpXn/aZpMQHkuJbSUiBugOElGxAqrwh01gRdzdqzQPo3BfXBh2Rx4YNmB89o9278rtYjGBaQ7uc07UNDx6c8PE3PuCjb3zExfvf5OXZY14/e4XtZ9hujulmEchoG0LT0s8WPPjgfboZLBaWZ58Gnn36AzornKyW2AZevbji5esrtuPId7/7Xc7OTmnalnEc4//OEfyak9UJu/0zTk5OWCyWdH2PNfHsn11eMp/1jOPI/nbDOA4IUYnQGIs3DRbDfHFGmwKknl9cAIab9RZw0HRgWna7PftdYDafs349Iv0LTmzP/AS2N47x9jltY5iJ4zd/8zd5+eoplycLrr54gSfGn3Y7GDctN9Ly+krwpuHxe4+QZkdAsG1HMC2vr9d89vkL5qenfOPj9wmmZ+88u+2O69s9z683PFj07HYD641ns96z30Zr6A+aFYuTCywGaxv6vqftLMZGRcF6fcuw3xHciDFCP58jCJv1hiGMGAtz27Hd7Hj19KZac2DWRIDIhbsA0bJDFh3iwa/36pX6rvxYFrlzj+dvKsVY/fydxyd3SBL3kxKnJGiKzwXnqyu3CPOxH9PkNYd4ixo/+MpaOscAzVK63mmJEfE1z1T6SShKlbrclUi1f/qay5/nykSICZqMvgGZDzoeLzO+VkAQqWJylnkv8uf992mWsmK8wmONiYJLSeIIUeYL+n5SOALg9lVbU8BkMl59V4EW5ZPqZqt6Dnt1TPK/wzdWz+Q50dAPoX6pKOtinCa5U7tJyuS6H9maPPPIuram4B4KKAFIlFPV6OReOSstifKCwbkoc4SAH3Xvxmcm3sJBcYSQQp6Q+UZNQZ4NHFza91I3eu9RvlPeGjyazpqUQ0tB49I3eZlDHgiIc5nZrtFaDaTpUwBP7z3WlrgS0V1IcnyYkNGGSrirZu7QJK/Sfd+BnOKBMxlYKEONn4dj2bWOT87df+uDksYZ4z7UPaishqq+qhWBflYfw5CEj4J+xt0T1LVBcSzJeZxyWkLVwmtwO+8iuJEtvEx8x3uP0yxORHNtRUQDTntSgWFpc6ZLISank+SClQTW8mSegTpscxR6Yl+cgSaYPJ6QbgGLUJx8ykYXDN6PgI1awWoDRJsRmwhTDpgUzTd9zHTk9jucG1NEfZcCaPtyYXl1W4sZl7KQljoghBL4WCQLjQQ1zw8HQrtG7/eYpsWLwXvH6ByjSzvTWoxpENvghorx0r2pl5rpY4R/66OwnvaGRuGfCmN1ism7REJE+Av/o3+V/8v/7t/h2aef85NcosDsE7ORYF71JzYO3P1mC3UMt0B0Jeq7nnEfhRSbmJ0IhAtdazE2WWwm600EmKQ/DzSmo5EOxuSaYyXHAnoD4nOnxJhCKUliqC/GkMENdRurGRsdlWa60sxr+oQRkwNsG2NzAGM1/23s4ZWiF6THGhMDBxqbM2ylTk3AEn2npqETn/p6KgqBqPoef/OjSWGNAiGBRCIWI6EEz6ah4tIyoAfgJQJJ0UQ5MkrWGmQGKH+UmbIpE6ZjiBhSfbmUn4farWMlgnUujylaAhXNoA8BCSVVrk/gtxtL0HMRQawQQhPv0qBBvYlMn/X4vWfY7QnWY5sGa6NLpYjQdinTXVKOiDOAA83eEquNNM15RgKhDZiQ6HJIJuvBxQxryfKSlBiBau11r3zZfGhcjPpMqBl5eio998706B9IsUBvI3Cy38M23dIG7KJlcbbg4nyF8yMff+N9vvsz3+bjb3yIefBNPm2/hb3d8I1v/ywA/WyBweIGD+2Mdr6i7YT9bcA2jrYDYc/rF09pvKPtIzgxDgNXtxv2eB4/fszZ+SmzvmO9XrPf7/He0/cRGPrwow8Bg3MeN450izmz+Zy2sREA32xpGst6WPP65RVd2/P+w/cgwKuXNywXM5arJYLgnaFtLNYN7DfraDZk92y2A/vdSHBzPnz4PljYD2u2t6/peMHZaYffXnP16W9w+/wH3Lx8xu36htUSNiMsl120EBodu+trXq+37ENDa4VvPuo4DTu6zTWjE7jZ4TaO1el7XF1taWYLFu0MaTfMXaDf7vjh0y/AD7hhz247sNnsGLZbdvs9q5MepIWwYtZ3LE/n2EZY32x4/uwVTz5/wvX1FQHP6mSBNQ3GGMbNwHa7ZXR7ttcbxleV1ZEHvMc2Lbaz7G+m4FHbt7z3rY94fPmAv/7v/yf/QLbpu/J7W5TeRvYiZLducwRgOXjx6MdK6yfAx4GcdrfUzNn9hgUmy5jFKiXKpom/UCWPHO9f5NumfbgPoKFSBuV3j4AGWfmhfUHvQhX+9ZnIeEyAo6y4lIM6a4vfqZLleLkHPNKxJkAtu30dDiAEsB1hwujYGE8/KekKcFT6dNCDo8DQsecOy+F79ZpkSzEFkYh7VN0kQ5KrvPeMbphYSk+UtlX9nijvFROJ2Kj3nmi7fwQVT4HOj63XUcEste/HIVnnm8g7BqL1fqU8y7xr8DBGIwA3Jlles+FWcVOjuHqIjrxdeWvwKJvH1wObojRlIkRlIz3w6QPVvFb11EEtRVJspUaBopAZcD+M2DZ2V90HUuU1739vUWPC6q0MgBU8qmy944hguLM5p7XeTwTzYh28mdNSprmp5zcfDlGCEgWCwcUDYILG+zBZAPUpGCoGvEhyHVEhLW3vZDUT3bYU/IsAi09CowkJc5Lq0PmQLXcO1z7HDsrzCtiYhCOEtGFRS5noEmaSZkGZ/ambTQWyhYBzjrbrkmAOkmLRxG3lCKSAZFWnNFtfdONKgmAgjtM7XHD4cWTc7yJg5H3KRhWtiSAa+JBcK0LSuOfJzL9F0AkxKQW2Wi4Folbd6UZIsm78acTjxcSwxgF2u4ExuTHZpsW0gHMIOwgtwXf4scc3PW3XY7s5Lrl4ElLWOBMwPsVcuEPgS5DsvIwH5/HrVor10dsUD9TWQG/3orFNBGpFgY9iXVOb0oYUhyekDFX4u3RIUp+NmOLaW19s3uGoUrLmL8g04li3FbQhgcMBsrVP/E6zN8azb1L8H2ObDBDXdK7udwRaQwZRmkZysOdopaK0K2pKyj0iEdzIWrQjGjidyDTIaMVV2vWeCIKkOyNqa2xKXhCAkRycXgQbNPyRSZZbMonzp1m+lEd16fwoYBjwyGhyP4Iv41aQLp+5Y/eFEMfsD/ZHelEQrG1j4H1S3KJQ089Iw4tmtUxT01nCLgZPD7Uzswh7VQZZuZPgwjuHJCtIYwymMXRNx263j1khIWveXFpr7wIYn4cYM7WCugobH9JeC4gpwepDrR5IjF+gZChRN88c5wqIbNoUcPIVYPqu/B4XB7INNL1n0M+S5Um3nHN2fsr77z9icFsuz08jMLG5wV9fMZx5VhdndGaOG4XNNuCGDW4YELdnsbK8/Pw54/6G2+tnvHr2KVcvniB+wBrD02fPaDGMbk/XWaw1fPH8C84vT7GtBWto+xbvAsZaTk5PePT4ITc3a66vbhhHyXzTsy9ecnNzS9u2zE8C4+gY3UhjexarJW7nub56wuZmx2q5ZNH3+DCy6Dtub7a8fvUa01hs1zI4x363x423DK1js/sCY1pOFz0ffvyAq+df8P3f/h5uGNm8vOHmi2tGPzKfC2IDV6/2nH64ZLPfsRkcHuH8dIZsf8DgvsmL11c8bBcsTy/pVw3znWe2OOH9Rx+y3g68urpmezPy+mVg2Pa0fQd02K4niGU3OPYhAjqffPoZy1VH0wZmc4sxnv1ux36/58knn7NerxExLOYLZv0yutN7j/N7oGe782w9d+Uk52lF6OYt+x7YgWLsnW04Pz3hvQ/eu7ufmni3MNzNTPSu/MEp/9x/98/xp/7UP5asSg9clESzUil/E++ZwpcEffBuxRWIEp9MgkgAJCbnyfxF5g+kAD75neM8WggpoIqk+iqlapQnfJ3QtBgYHHYzC+1ljMflRjkuGh7hAe4Dbo6XKLeFJEfFKBimUgb6aponkm8ux2RTwVAU/pX8mIGKonySDL6pMrbwsygQFQJO1GjhYPy1MhO1man6pHzJkdF/mcx/bB2ye1a1V4NRiyf9TqLHRwDPmPdrcGOUN9P8ap8ENQRQJaskRVZS1qLK6Uqul0QEQzFeyeFTsjJUZ7+aLt2z9acecka41H60One4Ycx3myavMVL2vpCU09XcgHnrPfgVsq2Vn4X5rRb3EPEkBW8tfL0iNLm2yT5TRlmBEqGgl2l/mWrAeYKPDFRbKJN92DPVuteb/cASKJl4vbnUz1RCXKi/SwubkeJpP/WpCID6qdAhSnTLxskZDdCYNmqG53PjJtTWFCHHnYqBdCOwFPthCN5Gpt3GPvgEv6s7AM4lSwZXph1AksuhSHSPU1qQLW9qYTIRG8mTU4AjwgEwo3JGtNZSP9Qcd4gUIIxE/ESAOK4YWyMJszrP4mLgJn0+xMPkXQy06cZ9JFnBR6DIuzyXwQBuzHPsw8AhKfMh1mVMzPTjvQbgTqucLL+CL+4cIQgewZuRYRxTvKVQ3IO8YL1FsEDA2RHjHM46bLaSChjbIN4TmpaQYjyEhGxnYnJETlUaFK3vDh74CQeSBHJcnxivKiRib3MGgHze0hyp/7YS3fTLV2hRz8F0er03BC+AJYhlNAkAEWImuAOGRADbdNgcSK7QWDX7xaglZ2owpW1XFzm5s4Oz/U0qZb/qecFlpDHR6eJyZmyTwCPJyoBDqqigqc5BcMm1qqLlrlIk5Cx3HGcEcsV1l7W/PlEVH+txzsWzYKJwmd/zavuYrBaTW1ZcLUn6HYlnyachp3hJQd0XlSlSRaYPuGEd/U4wcW81UmWTUZ5R7527AIcgYEIyA0+WuJ5If8XEuETGQkpuEMGiOt4e+a4QAbHxzrDG4IwqBcpdZ32gSWtqRbBSuYKlMSEhr61qlKMFpCeMobrD4rlQxZFapAUCJtPvaR/znshreVzv6JI7MEai0aXOY3V3O1fmwr39AX1X3qoI2Da6I63XKYp0izENnbW0Dcj6JXuB5QnQjnSzW2YLy/kH32DOAy4fnjLrW7wb2KzXbGd7FoslI8Ju79hv9vhxjEoTv8fg6JYrCOsYmswIpmkQI7y8GmhGWMyhW8xpbI+1LW3b4JJFZNu1LBYL2raj72acnp0xes/Nes3V9XV002p7rO0y4Kr7t2ktJydLZt0yAqPO0bUzrl9fs98MyMUFy+UC2/QEHxiGAcY9HSPGCiIDu+0Nn3/6CiMLTk7OaBcXdMCLzz/he7/569E1znkkCOMQ1YDYiLvub2+Zn6xYncwZfGC9u2HfeZ4/f8rN7S3j6HkYoJ2fsN2MjC6wHzyvrm5Yb7e44FguO07PLxE549XL5/zO97/Pze01J2cz/ugf/ZjPvv8Jbhzx3maeAqLL8fX1DU+ffkHbrzg7P0PomM+XXF/d8vr6NSIxXpTsUmzGw+KiorfpOsyyx+92sDSw9lFxF3yM+bYUuH0bXvtd+YNU2rah67oj3MS0eJ8yYk54JskyRHS3Vw+QAwbpvnL4TGFoY6nkzizToTKmT4z9FARAZaIDAT26VheeT8db3baxIYnAy2E5BAQKT1l/JNPf31b8PGzLF/ekqatZnIw8LapsSnMTg5XbqqbIe5AAHZmsnY6Z3MZk7iePxe8yQFGPUkiCnY/hUsLdISsgc6zuegvUVR/lFw/ahim/FEJpQvGNvOaQ40DZxHuF4BmHAdPMKI9FOTT+apIwHedRs+Tm9hOPGvuVAlnXnTjkgRKvk/dqer5+Jihgh8FIA/08e7iw3cTfJXkPpCyjGtpAdeFRFno7vunt3dYgHzTVFucU1ooMi4I2Zbx3hNag/8DExLACjvI6H7wbmcLKWilPJl9CcO5+rj5/0/NQaawhuja8VW36xrGnvvz066GIQdzjxlMTsgI+1S5+UUC0AqMvQeR0DQT1xijzEkISe0MyZVNgJ4N+icjEiY2EpAa+lI5pqnrti6R/0iGLa5ARqiTEFWsjRXddCASNCaTZhPQQpbhXJP2zyhoaQyn6k9oyxVmw1j4UKy7R+Q8CEjOyKKIdvMe7MbrcjPFnxAzSQUvIba7PjfGd4HF+SIH4VPgLKb27wzvBuuSyVMU78cFVxEvnNb7vvClxTBJ4pQKwjB5jfHI9EgJDAusMIgPONgQEK0NKTa2ZscopjDKhbvSisZlYYkxO7dejROhRmYL8IZJggyARWIjXTAGXJDEJ5Z0fjektd1k+qem0h5wpMdjoWlri3EQLlzG4GH+mzkpYMwJOCMamMxryOSmZJcqlM7F8SpxWZiwUyGSPBjUW1TxVKetFJIEpMYbXwQBz+947nWSysiD+mr6rLv403jduS0laMMlDI2dtSyBcjM8TraUm065jhYqhrFflrtYrA154il2noAEjRfseQjx3Jl7WkToVwKzWfURr4uJ2XL4XRGLcJS/RSkddjusKsnttXlOTspgmC1VjEBPdWqOdtrq7ReBdjGZ9M1gpMY/q9dPsdEFXLN/V6ss/WZS8liFZfgU/YvB0tosWXOOAkZCDd06YoC9d78qtEElJKsvFrfs8SGbj3pXflWIScDRDVguCbWjnczo7o29aOmtpjOPl/hrnR2ZLaGeGxdmcR+8/4L0PP+Ts5D3OHnzIdhu4ut6xN0uW7QznwdjA4EaG5KJpEp1Zb3asZj2WJZubOW3f0vQti5MFw+Y1bkzJXJoGjMH5kdv1mqura7p+xmKxoLEtTdPSz2Z473n+7AVXr64xxtLP5ti2xTnPMDr62Yx+5rEmpFAngnMDtzc3jDuP91Fxsx12vH51xThEt8z5Yo4Yie4OQWhty15Gdrtb1sOO+cyBaxh3lqvdDTfXVzB6dustrWk4X50wHweGYcd8Zjm96Hm1u6HB0XcxOuX+ZmQc9ni/53btefb8CV7g5OwhnhYxLVevX/L69RWOwHw54/RsSdPC6Ea22xu6vmHJnEePz/mZn/mIrjFs11vee/SAjz56n4cXlzTB8MnvfI/PvnhC1y/oZ0vmsxOaZpZc/TzPXjxjv9sxuD3r2zXrm03ZKg0Rj/fkuJmz5Zz1zY52MWPcbXDjiITAarVgfn7C5vaqvO/8m+n+u/JjU0K87AsAEQrNngAxpjhyK1+auXvRz6vnD+7miXBOxT/UqET+KoEi+plUvNDkQgu5qvxlYf3LM9MOTIowbT4xP5lnKP2s2//RS7Y4Tv3OPJWECrDID5cHKQGco4hYzfXk+fvGVoVYmcxhsSZS8V8kTPqX8YtK+DdpXt4WS1Seqers5If2scj6Rcad1BWiQj3GOEoudGP9XEjiaoiGBamOaGVncvIREm91iGXFgNggTjn+es6+ZIyQQFZJ4SR0+cJkKDFsiYnhISTKMqZpkzwe+aJAFXo63JmCtypfLeZRKpmBzKcIMsqZn9GFk8nr8dGymQuQQa4vJHeqwxGFEqV40q6mxs5bfcrtJxWl/pmsWbxPliJ3N1js9l08/chRqpa+IgxVW0p87oYVqd5MUxlTF1feojrFlWCoG8Wr65qomBMfNfVAvC9EMgTCgVuI5EbilkJjZFBkN6Vz09grkgluzsgUQq5LLYaCL4HtVBD1wSfwyOfsShnEUwudlFGoXC/xAR8CotmplDpmMCRWlIOuqVATQoSiUhY1TWFegKORkLKWqTOHWkJpEOMYSDu9n5Dc2i9Zv4tDiG4d2Qoi1QVTCxICBAn4UFJK164n5W8F2ErKba//e4/YkKyoxijAE2Ig3RwPSzKSrk6DulunBP7w95/McrLs+Ud+8afSvCrKHk1NjVTzI9W+FIixuhK5rM5c+ApzVijmhBupHkhrr4fPRis6l+iVxnrxIcZVCsg0gDKSLJZ8ythWaXwyKUrs2IR8B0qWj3R+NWOiD4gpoG6MmVN1ubKOiheXZuWi2mqJdhjQAMrJbyzOodfx5WnIfcmM4+HNqqRIgdEDfiieSQEnxdUJ7WN6z6Xz6UmZ3wpAZuqzUV9edSNEl9jpCZJSvwhGNDOkvhbQrEYQwB5oZJXeJxCZYFCz9Om+0fapmPKQ5t6QlYhSrFYlRFDJQHJBTkyQ+BRI1JTgpAdTrXWHyjos2Ca3HaZPp2fJoKEbHdYEpI3aO5fmIlptWaJywGfF0DHtV3Ex1Ts79j9/XjF378rvVjFgG2g6bD+jOVnRLJa4xYLlfMWqm9M3DZ01WHHsbl9ghluWpw2zheX08oKHjz/i4eMPWZ49Zrb6mP014AYsDZ1t2e9HRgMEh7UBxMf9GQzDMBJmgfliyWK15LrvabqWk9MV7HfsW8dy1WO6ntEJfr9n2O9Zr9dcvb5i2A+MQwTbF4sl4ziy2+3xLrBcLVgsFnRtxzg6nA8s5j0i14gPEU92gWHYc7W/wu0d2+02xsIMkoJxD4zjnqYVFosZ+zHQtIIYz+h2bNYRAJr1M4ZhzfW1Byc0neX04pL9fuD87IKLywcEAq9vruhWLfPzFb/x/d/CiUf8QGMti96wMx7bQHAjw37NdnNFP+sRMyP0S/bbHcN+jW0sfTNjNW8R49mOnr6znJ7MGWcNF+cnXFyeYGzD9cvXvP/eezx8yfctqgABAABJREFU8IDlfMGw3XH94oarL644Ob1gjuWs7Whby9X1lu12w2a95vb2hu31huurG/brfTx/Dfn4mdbgCez3A4010ELTNoyt4PyIEThZrVidnbL5pAKPamH/XfmxL/k2mdxx5dcaQCr8WP3+9GcSGSv3LKm+rd6qIwlPLunyfHHXn3z8tgOb1HGMTYn9LfdpnQn5EGCZKmzqX393DsMEMJkUOXhGf0/GBbWc/6VvF4GxdssPUOI+hiThhpCiaCRlD1L41Mx3q2LuHvfzg7muATPtP4qMhPLSNKRC7OFhOAchpbnPQ1LDGTJ+AEQjA0mubFlpX2KZHhevQsVD62AnHY+/J+VensS0R9KvRVb0IfOQWSqRGBnJm4AJ0UPFp1gIWSagGK5onV/FbfIrZVv7cjGzZrSj1qYWmJXJVSAg8uo6uTKdt/jbnYNffBYrQefQvWxyIFF8KT9TBPTk15o3SF1HnMzjAU0PJZVjE1IEKjXftzmKfhxXDRSoNtp5n03xD6YlLnrt/uR89P3Nc1pPYGzTu5EMHoSQshQE1OUkaEpZE9NqB+/zAcjZDtIGDoEMLoEk6bBo6iN4ocJC1Pxnv2fAVcALoQAhUkkeIajVT4pdJDLRgit4VALwRcBKj6yocJt6GVRYTsEbNbuPT+BRSBnWJANfqU2SQJ2yEnmXrK5CZChdcEmzL6Xf6g8sCvjUQn3ZJgrAZWG70b/vuvGooCkJAS+3ZwLYvItxnsYY50YlRiM++vKKmbReW/VJfaaYfvaTXD54eMK/9s//l3DOxbtLKIKz1JqTAsxCZAB0o2USk4j+fQEQ75QA2Qd6cl7L78EVelne0ws24CQGnh6TT/XoS2DkxjYI0TLTZvCUfI7JFw2lTajiE6s2o1gqeR+waV9lEDaiyfFVVyyKFNzS2kNNHE10pW3snDtxmmzAhqactxAKJ6frkxjFYmar5tlpssIUGiXRgugeEaZrq5aDmblMAK/Xy9NOFyCD96CBmqfrPV376DevVkt3zdgz1lHHJ9BlSUlfghtj9sUxlLklDlvswR2EwtiROY0aO5vukUQjxcKQYgUFEzNlhqKJtNYmbdsRn3e9d5Sh0Y/FYa2905P6rq3nJAJ4cW6stQTnMNbSNC3jKIw+ZPcXDTBfc/SFBibms+JJpl2O75g7Gpt35asVAdshyxV2Pme2XHJyfoE18ayeLU45WcQMao0VOgu79Qv24ZqzsxndsuP0wSWXj7/B8vx9xM64vh3Y+57Z8oQGwz65qI1hl1zLBOc84zDiXWTgt9sNi9OG2fyE+fKU2WyJzNeYBxf41ZbVfIGjZ7NzGGuY9R3GWG5vr7m5vWW92SDGcHp2Rt/PWCyXWNPSNE3a94aAJsKA9fUt81mLbRoMwjiMXG+vGXcD424kjELf9swXPScnC9pe2GxvODlbMIzC6PYxaL3b4/1AaBswgd2wZT84Wjvj4vEjgp3TNDHj7Ww+Q1rDq+tXzE57TGe53tzw4vo5oxuwBk4XPbfW03ZgRuh7oe+F1nrW22va/oRxvyeMW8Q02DDQmZjt1VtYzRvOT+bs94ZZa7DG8/i9C5bzlpPlghBGdrsNBM9iMaPdCoRbem9oSazy9Q1PP/mC21cvubm9Zv35LcPe5e1ilg3+dVRS2kWDbwLrzYauaSJJdg5aYXm+Yrlc4p2ju5Nk4V35g14ePnrAcrk8JgjeLTL9NXDwWpK/wuFDGWCJJcpy6aLMvC2ZJ8v8eBKeJ7xurqjcJzWHojJZsUT/EQCbiq8qSnN1Vyptlt/Lz6h0qmLxJOVQURodbeztuiX3JyAphgR1/6h+r2MCCxPN4UEb+fecEjrVnPm5aRPFwjr91AULqal71qBe57v9oOILy1zHZopsXP5Mnx3w70XhrmMqsYmC8rzKn0g1j0JlKRL51Clvkvok1Xqkva+hAnwGy6pNnDd5PByxWeWy474t/FLASEi2I2p5HnlRORinV6Vu3Tt/fN4Py1eKeVTHOTJSBT8T3ZDp4MJECNYaNNiyRhpH19JqC1qm72mbUwJwt+hWqUmDIJlJDlBp1Yl+iApSVZRmyjzfbWtiHXSwMRTY0PFrTpgxBDoRXPATCxuf+uZzfvZ0aFR2klJfSFY7PoBJezcYjduUxpniBkmImUQUgIna54AfIzOhzHwwMcq8MRYrIQk7ZgJqRflW8JriOQlFOVh32vwSfAk+lg6k+CTWOFdS2KdnJqCeHuAE0ng8McORAjuF6Pkc8CKRXRUiKuKgl4kKw1KvWW5b6zDFxS6oJVHIsYvwA/gqzlArZT9VBC/+8DHjW6KX+rVJpDCudRqS3hWKvuc9qP/HnWbVf1aUWHi8H/CuYRjSuTIp9lEOoK77xqEp0YsFCVFYngiDVbaiH+He/HEpgcCY4mF4iX77Nbg/pjVrrM2XmNpUWhX2k7WIZyTISNu2uMF96bwV957pJIdw/HeImoO4nyC4BDiGkabroksWUCzkyGdzJGCHoWROHD3R6ylEoKix3MU0dA9WtCb9bkyKpaVpX53gk4tXBI807k9kgGqFgVrdxSKTPW6SdVwIRLfLWGGkQLbBtk1KkpAWJUQrqHxv+EQXEn2KcayIIAiGQMM4Dug1m3mnDEzVl3wC7oTYhhQGSANSQ4qhdMhfeWJmAOLv8RKfZgPTZ0UB/1AUCpluFV44XvhIBJfv7KuQz7HOc7mby/yXB+KPRgxudKmrkR4NbsT7CAI1bXP0Zi3MTBkywDi6NJ647yqSWt71LgevDiG6LVu19NZA5Aq0SUlVHIOtFnAthBBdNQHvR+oMnnWmNSMhxXgTzSbxrvxIxQItXFywPD1l3s9YzpecnpzjvGfvYLU44fRkxWo5Y7FoaZuAdy9ZXcwYGOlXJ1w8/oDHH/4Ui7MPefrsmq1bMl+c0diGMO5w22vEWFob46eAMAwCPrqIz04XvP5izRf7Hb0549HjP0xvT/i1v/GX6bsZ7WzG6XKJo6Pfjuz2e05OTlitTljfbri5WTNe3dB1My4vLhGxtG2Hd4FxcOyHETEDu92eYTcydJ7rV1c0D05p2xZrPDu3Z9htosWQCQzBM4yB7c7Q7QLB9Oz2W5wfY3xFK9jGcPngnJ96/332uxFGj5UWa2YYM6Nvl3zzwTf5qZ/6DpvthmEcCQQeM9ItO377N/8OFw8fspeR9fYWaaO1klnOoyJucBjraJqAZ8+r588QM2P04MYN1nQYP2dmRjwjgtCfLxC34vYGWjuy371mtVrSni3orGG7vsHvDYv5kovLFfP5jMYK6+2G3X6DIeD2I4+HG66efsr8NnDaw02AV1twvbCYz7jd3hB2SXD2AUbP5moLDWyvbmHe8U/+N/8Mjx4/5P/+f/tLfPI3v/f7vNffla9afumX/iW+851vR/nkiNbxUIIqMlWt6LgHAMlgQ2TAlEOdKJ18KAkZgkw8RbSFbG1f8RyHij41aBAFjH63eV+VjdO/hpjuvU4UNX38fkVkrEqVj6bc9TLlB+6+SAWK3S11e4cBzUN5SJERVNtYrItCHmc2ZKjAI0IlF6ds2IFiPJGZUdWqveUi3FHMhZBjC0WMUeqHE0BT80d35033Ze1XECDKyZ5sSOADNLYtAdul6r4CbL6uddLxOFOS+px+zxZ4eQ/ofpT8Tt1TtXrPSrV8PuJ5iJZTIcbPtQ0mKwxT1cEj+HLU0mS4e/bJYXlr8Ei1t0YkaQXNZLBlTElz7AoilnuXVf1M3ouxIYqgX0+SVJMiduric2dNjhCjIuQXQEdC1M76EKKLhwJT+l0CYFwIMfNbVW8GDA60nhk1lkOiEHKcJxcC424gCwpSNqq1SUucXbni0ZCq38FHa5PgwSZtjQTJwiMhIFXQ6ZgKPLblE3EMKX5PLsYgjSVYy26/y2irKKDUJL9JIhARm5IMAmVvFxLIkwAkSWBIdD+LKZyDWi4lqzSZRKIvQJ4RwfjI8vgkKVpCdLlQIpTGq/vF+ZAIatpTgQxEKWIeEjgVXIxRFCPox9g3+B3Bj9FFzUU3sIzyJEFaT52v92DqjNFpSYSxLnqgjUTgIRp86T4v1mdKrKIgnHxoJ0CrWoS4KMjLHisSMySJR0xa7wyOKajgUhDtiJ57hdYkzc19t8pPZBFMI5H3UFBBBPAM48jee0Q62iamlI8AJtVFACVr3XSdR+9oEo1yKaXmbNbhRgVrldFSgDLHcS+0CY4uR7Q0q2JBKFFz0RquYCFpL4kCwEemwDklCLk/o0TLPCNt6UAFmNTgUY57hLaX9lGorI4UQMKme8AjxhXz5eSOV98h0WLHZuAgB+y3KZim9+ASuGUF02mQTVA32Dzm0Eb8QITZrMeIxZhoZRBTabhYb0F9syVskFBZaKV5CC7TxTIHCopIBMnT3WfKtMahhhKINoNMOvfpHb0rtUljmxy/PcZbq+auLonpKObwtuyBsoQREAOwkoBEMoNtkmVZk7kf7V7szWh1QDodgW3a02NIWSZTX7yAtx6DsLndMqR0saonHsaBUYQmFEY1CDEzFtGFLjM4h0NNfbDWEoIk83HHOA7xXgyBxtoI/IohGHuklnfljUUMzBfY5SmPHjzkZHVCP+uYtR3LpmV0A+umZdl3LNqORduz6npmi4buuz/HbNnirRCaDtsvGF2kKcuzR/hNw+AbhnGDCzvapsNYQ9t2OOcYhh3O7cEPGD/ghx34LburNbsQ6FpDv7jgW9/9R3n9xWcM2x07EbZskbnlYrXg9OSUs/MLNpsN5ukL9vuBzW7Hk+fPka7hfD6nmRmGsGW73TLsBorbLpyfnMUssc7RGkMrgfW4xXlPS3RLH4Y9L1/d4OWElZwgNjC6EWsN/WzGYjmj61r2VyPB7rl6+ZrtZoOIY7VssfMO280IpuH07DzSCOM5f3jKJ09+hyevn/Ny/RrpDK2ZsRnXhNmOn//5n+dv/u3fYrFcEILn5volo9szjDe8ePEp7733PmF09K3jdC5cnHds1wM32x2rZc/y0Rm70w7PDisD3t2yXCywRthux5i5sI104fzxipuXVwzjyG5I1tceTh+c8m1+imdPn/L65QbnPeKh38EjK1y+94hPP3nBOAzMV3P68zmvPn0Ft0AP1ght1zKbz5jNZ79fu/xd+T0qmmUtW7ykeHrpxkzysN77KherEK6KHgVdpiCG1NakOWkFk2ePFqnkzeouU+CoxF+8R66s+va7UcwxxcbvEnClfODEWyGmvT54TpkUOdJ2YWBC4hWCT7E2kcj+5fpqXjINpK6vnu/K0lqVadPYx/pD989UntZVOgZY5qYrIETxAx2v8vs+yV/K8hRWr8YsqnnyJYNt7ndWelUV5D4ECGOyaqXawKDgkjRRBrFINGoZnMKqdVVRplZ/GM2spoCVqZfVl7k80C4aa7OBhPbPe1P0aypmBp+9H95U3ho8Uq27VJG6lR8t/LeuHBlZlBRDITO5On+aMUwXV5nxqk0lKlqMienX76C2NSPMdN9On0umYjZqfltjy2YJdzfk4fYswJEGqs2iTwaNwh21dKorBIZ9ZKQzUKj/icbjELxRd6coDERLmGSlNI6EMWY8s62thMN8YvIQBME01aFM4NN+iOCVSX6aIXjcGNNkR8uieMBNAio8Ptkr22j94KNgCiZ+J+q2A0myS+P1OUBXtIjy5TsVbnSc6TNCURYbK3hjphoFidYfxsSAYRpXyaf02cZIpJGoBYX+7ukYISRwyDuCHyJQGMbS12yVVqyjqOafNN9hrLXeuv4mLwMkhBqy9txWl6mRTDvLGFKAbUlVmTsZ0OpfdZHj/NvGRleWJLXG8+azOKr7u9gY6RnVegMaW0VE+DP/wj/HX/mL/wF/76//Cj9pJeJ3Bm/MJLuXfmdMW10GyYpPTEpJHuMeKXgYn38764a8nyADtAogKqipW8kk4NaNI7vtjnEcCUDXtvSzHtu0eDfG7FOQA6JnpsgFsG9xAWRNRbpARfBhS8DF8TexXz60xFhFDdFCrZzB2OW0aScUs/49XWpBCN6BKUoA7Xftnto0tpBiV8W503lXixQBDdoP0SUr5LbjTeAr+hGIAJRPaWWjNZePAQSPMIY+xx2KfzdtBwKN2CgwkfZGXMxEK8a8zvHjSJ/yHaU0WsjMiPcjIURLy5wKlmTB1BrwJhpu4vLFn8G2VJchapnwapNjqj0nBG/ZksDHJnOUBNcgY9xHVkwO1q6z4YOnM82E4fZAsBGYGf1YkvpKuqOVxQvpnhGPFaFJYI51AXCYxmJMC7Spn2kOMu+WGNgJ0//lWtbROUYX4xDEIOPvylctxhhW55e0sznnyxWr5Zy26ehEWPiR0XmMhblAL/FubYKlDQ3zk0fQQ79c4NuOIRhG37AZhHZ2Ti+G29uBQHFFdc4xuk10fU+u+xEg9DgHu+2Wcb3mbDXn4fmKRWuQ7TVXTzwvvnjK6v0FH3/rGxixXL26YvXBx2z3I6x67FbwL1+wWW+4en3NT//0t7m8vIAg3Fyvub1dMwwjjW1xo2Oz2fFovqDrDV3fIhJwuy2Gke3mltFA184xNlrAjUOD8x19PyOEBrGGIJbBGfzo2e09EqDpFnTio8TQz9i3lmEc6I3lxcvXLE+WPHr0kNtxx3/2q3+XH3z2BZ9/8YR+0WBstBA8mc/Zbba89/CC9e2WftbTz1cYafj4g/dYnT3m+vqWs0XD40cXXF7OuX72CU8++YQH7z9m+zqen04CmMC4W7NcWE5WM6xpcOMO72E2a5ifLjDWsB62zPqevumREBiHPewdJxcrXt+8ZHi1RdmhPYHtbs/5ew949JFws9/gLYx4usc9+yc72ILzO3bhipHTYn35rvxYlcjX2hwb0N9DlO8q9AsspFnWNMnGlO6nUllvTKpSfuHIvV1LkXfqm/RB2zz0NskVTes6Mj69iw/rjN8deeHeEkAinxctepnwZ7/bpQZmJDQQ1Hq3dLrwqFB4Kv0ygRyHgyZMY+MSssLtvn4c/VwBnC+dw1D9KEBXXa9IzZ+CV7Ma8Yj4tH8ky3xqBJCFOZHJ/lDDi7j/FcugzENmF8f4uspfOdmIrzZGkgN8iHyuVhGSJ5LuvlBiGYt6jKTBRWsik5XP8Z0SMqXI3OT5nJ6POu5zNMB4W53b27utpRR1dbaXOwRD/8zoHTlwbz6kOoi67iRAKwOv+zKk75AYjydmi1YtdBGGs+lhVXeN4OkCB1MF5dLuimRrH/30bu6XUP6VSnmciUTILhS5T0dITfAhXpYyeR1S8F49rBJKQC2fgjE7H2PbeBeZkWDc9HCnjSNprUSiSwkKAvmIHMfDYaKlU7KqyNvaRfAIDy6tmTEmxwVArQ+Cz65QLl0Akvuqau1agArZZQ1J8l5209LnFO0xMX1raj+oMKJCktWgrjH+kQtRABTTRMJbRJd8YI0ExjGCY9FlKWZY07kxxEDe3iUgSvvmQwRoapeyvHHKXpu4VBbqlfZdgUx162k8mQBgQnShSsTCGIlunWmdYlVJMM8grFqgGCS46NfqdxgvmGYR95MjxU/R86cQdSGkWehNc63kq5/HWAw/mSWZ/Ka/sgtl+tzWGcPiEwevO0Sa/I26N4oYrKUCHqsLRxkMpWsVDYIIICbnLN22E04lAvZRoFI3n+CjdU4OBp1Aeu89M2MjjuBDsvir6ISk/ZQu1Xx5SzqYB6M2QrK+NOniVEtN3Y4xM9Ed5iJf5vVgpErSltzPRNI+VWBIkkVQpJcKOmu6XLERYInW077qu/6a4voQ07lH6zHJ818CY1e3Q3X5V2EHKK658Zg4N6BxjOp4eGo56L0nwi/pPkug8MS11ZTfi+m2aoQUoJYonJKsrwyIN0iq+7AIkZHBO4KJTRRc1FBr72oNa0jzaeYdwXn2mnUzK4nAjpI/y/MrEDQit1OIlUTbA3qJ28ZigslOtOrqboV8TwQKX2Bs3NfZpVbSZUSk+5EPSHSbNG8aAwuKW1t4l2ntRy3StHSrUx5dnCNNy6wxdBhmTcuysSz9nhfjyDyMzNkzo6ULlsZbGudoTEwTbFzMfibB4r1w/XpDO2wZQh8T1IhaKFjGMMZ713lIMcrECG3X4ffbmMmsa1jOWrquo2sNl5cXPJ3P2e1Hvnl5yeXlOePgWN+uub65ZtiNtG3PfDajuXiAAc5PT/EpCGzXW8YxAB27bctmveXm9haA2Thyblf4xuDGgWG3YRx37McNVgA8bdexmHV0M4tpwDSG1iYrdSPshhG/9yz7M7wfWLXC6AUXBJE28jVWuNnuCF1Ds5yzD56/9Wu/xv/zP/qPCX7LertnNIFu1tDOes5PT7BYFrMZm9stL5+/YDbf8tFHH9M0PcHtELdls9nxyo4w3uLdHjcOXD9/mviOEdvD6mLG+x+8x8kyxqy6vd2mgOKBZy9e8lu/9X1eXV9huoZm3qeU7MDOsN3fMMiInXXMTw3rnWM7xGO43u551BkuLk7Zv3Rs3R6RaGk0XOwJn0f64JxjcHtGht+vrf6u/P2UDNrE+1M9OUDvtfitxnDNr6FsUJHNoFKG6OMV7wQqhCcR4qsCjneugpBBgwwuVGPRR4ow+vdXVDI80pHj3ZXDv2teI8o+X6nxw48y4PWWVaQ6zOQduWc4yaOhntNKJnqbktfjree+BkOme0a/FSrgKCM8ydREhyKS6zrGZ+XwLEz3qPZ6MtlZtA2Fsa8+L/UfzE20GCnyQqrahxiX8hhSJdq3kBSedXIVOZz/kL8yioegvHFsv4699WXlqwXMroTk7LjhNCCU1HOfD6cOvkyUEo2QYgwLOQ1wZvLLcyXdNJn5DknCSs3GukxkNtWVSr0Va73z9P8owMhBvyYbYLLXqwjpCdBSMERxj7ysUkYZv471GyMJGKmbiUJDke000K0CGCkNvFrYuJRuL1kdFLBK204xpVLgaD9hsEMGeqLFVRTIrET3MiNRw6XWWCJFkDMhVCtXCYUiMTOJkAQmF2Mf6eHSCyWoRJPWKhDH7VWMSTXbaD4QLVIrQScI1gdyiCeiEAflb9TJLWgyQvL7MbNaBI6cWh8pUkYM1OrSPKNxZLxP7l4hH/hCZKozUZd06I2x1bmQSuDRg64EzJfvMyAbBSWjQrkPMXV8snJQ970IEqrrSbQFi/U4Ioxpqo2hWZ9qO8dp3+XIZz95Ja1lKGtBCHHKTdxR1toSmLF+L9OzWrglE1xloOprR63iDmNjxT1SxweqiHyIbp8xq3oCu2yKuRSim5oYE4PHKxBU7UWTLmyN3VWnhFVrz0PLFaUJiDJqcbdb26cAiJJMn8s9l7K+Q5AsmORg+NTXaTTOBZK1Y8jgv6i7m/bJmhTHugJWxpId02p2MgVb9HxUIEIepwGT6q7nPYjeC3HgkYVIn4SS/r3YyYJIwDmfz1rRjIXS13zrxPcVOCrAcxXku+yQtJXKpGa6ockgqj1yNB6CPl+ZNE75S5PvuqIg1JspuqF7ZWiSMgCJsdRCo7GMZNKeJzKTNlkgeabWmt4XENYQM37k10Vpd9rzOj4jE9c8iS8ziauRBiHqbpsB9Wr/lxfvztW7crxYy2K54PTkjLPzSx4/uMR5oTWWvmlYMrIKA70NXDPSGXgwsyzmBts4ZNxi9mD9gt627AfHOAa8EYxp2W4do18TLOBNdLEmunK3bYs3Hmsigz8Me9w4YrFYYzk9PaHB00pATGA/DAyDwxGwXcew2/P8yRfRzd4Y1us1eGHRL1iczRnmcwyGs9MThnHk2fNnNFbYb9cQDMELzq1pmxEfHM+ubnBuS9cYhmHLZn3NdruO2QJFaFpDP2vp5zNm8zm2NcnKW7MGRuB+dBCCoelm8e72krIcSozn1rVsnGM+nzHKyG/94Hv8p7/8y3z/B5/QtgbTjDgZOWkXnMxPaG0fXexSfEw3jgy7PcNujxs855dLxq3h5tU1T29ecfNyxmo5IyDs2TPsdmw3axZnPRcP3+d0eYK4GBtzHBz9bIZFGBzsh4HV+SnD3kWaZqKrd7At3sAQAtK17F1UQHY9iBdmqwX7/R5Mj9uN7Lc7ZDTQp/iVQNs3IJpdWOPWfNnehCwPvSt/YMqEi7zvjq0V+/XzkOlz5qxUrqoqL/x14cEjv5XeU1k48TX34w11D8LkLgzpnwno8aY9+ZVKkdHeVKJXTbnT6jrKVXkg076hnyFUz07+RrGKVI7IwPUYUviSDISVhZuK0PeNNLO3xXq4Vi7W61EAoEnFb1mK3KgS+HRI4eDZxPfkOfblXYm8zDhGq9js/WLtZB+XvacypbZUtVUbVPiyHnWP89obCF7y9GZA6aBWIfJpOcTmxOprOuKjYSyknKGvWt4+zUEStCTkkDVRDh2VsSUzxhOhWmUwXUOpCEX+Pl24ooJ02jSTA5ymV3e7nvEsFxVLpOy/LmUKE4tPZu11c4a0PSf5p7VO7YBMgKPi96hjLptCpDx7yLtaaysledAVreSDEtQ5fuZyZrXgVRiMIECM9l7XLmVcqhUQjcPhCyEXIijiPU7nRyRbK4UUGDpq3W3MrGRU6CnzoW1FeTMSPAWIBJeFWlQAVMqnWZKElPksfqaHNboa2GQhpeCeIBbMaBCrgZ4p/4v2J1kzqIa+bDHcGEEjtTrK8ZfSsxGg0zoq66NcZ9o3lZCi5qqTPZOKBrzN+14DENeuPoQUl0qyHKWCFymYu5gqQ1oogWStbaLZsDXJGiuur/PlDEXsqaDIBUota1ifEOG+/AY/GeXxgyV/5DuPGd2Iq0DNuLw6ycnaJKUP1XXQoHaZmsuU+Ncl71nIFmVZK5eJp9IzmdJFLcktyopEa5IkGMWMYCG7NmlLxb4N8nBCGVbuWxbCdR8nWprOahykwimepkk2UcJUI5HORATAFNR25aynNmKxmenJCQrSGa7nXkzcy9G1VGl2sqDyHi+SQOw4MM0OGWmk2r8o7QvZzTnOr5TlqrZ9rQGVROdNIGV8K+PMF7OQkhTY/HUG8EUyjVYBr9Aocr+pV8qAVOku4tqmz4JkOjW14DooibmoVpliA1uvval+r+i43g2BiduciOAPjPCylWrQe94US9lEn7yPfIECOiY6BuazFiAlcFCG5ljw0JCYKFP2KaQgUMkyylSLWVWh7X5lDfXXuDR9x+n5Be89eMiD0zPOZks8Bpvcy1Z+w2nY03Y9w8Iym3VcLhvaPtHIZM3T9R1tN8NtBwYvWKLl8oBlHEdgoDFNEi7TfdbYlCg0BnSX4Nhtdmx2W1ojNNbQiBDGPdvdnmG75sWz51zd3BJE+Oz7n/E5nsVqyemDc5wLzPtFVlYtlnO6pqNrGjbrNa9ePye4ATfumfcdfdcyDjtsY7Ct8PzVa9Y3V4iLGdOM8cxmHacnpwzDnrazNK2l7Sz9vENMCyJ4DCFE9Z8PgTAIuzAya7roj5/c1zHQdIYgjm7ZgYUnz5/wt371b/Irv/IrbLY71tsIyPgw0nUN4mG3Hmg6y3azww1jTMIxOq5evsb5wIcffsj2Rhh2W26vr9m0DTw4p+sa7GjAj4zbNWFpaW0X3W+HMWWFA++FgKVt55ydX7JYrnj16oabqxsGl6PcQ9vg9hbaFu+FpgG7hN0eur7j6nqN93u211uG/R4GAd+AgwcfPeCbf+JjBMOn3/+Mqy+u3rw5VTA6dt3+rgr578rblF/4hT/GYjFPfwVqhcjEmkfSHVG9m0WrusKgdxDRC6Va1MlvxR0jZhPW77Iy6ditp72624fCplS9qq/ZLN/dc+/+HpSgadcpsEkGjTL4UG/6arxS8/dUY0kVqIwxGeThX1J9qn9P5/QIu1FqkSMrnGX9SlaqgJRJxRT5Ou6fOw29sdRGPGpldXxf3C0ZJ8jK4yiPuWEAgcY20aLa2IrvK32P8qSvWNwwnassB5fxlzU+kMfS/oshe7MUMp2NzLeXsYfDeQr1L6H6OKStUSs4qwl8Q3n7gNneo1E/iuBRBJas+UsEQ3G5UPW33q4qmCn44iGld9d4L74sIhTt41sNTCWnJDRANTnluyy8pI+1Zk0zL/kgV4sdIpiTEb/YuQmDq+OY2j2FGMcn+zbWkkU1NxkdjFYkPgEsIWX+iprvKDAZW53LLGppfcl+oBq3Tp+6wuVsYgLS2Og+5caYJcOGRIwsVRQLsmASdC604yqE5TxfeTzajgpWNmmTfQKx1F3DpQMoNkQTw2GM4zUWGxqccRhv0yVBzoKUtdUaJDatl/YzfqWxjlKw7BSw2Ez2WbKYqK010nPZ6siASBVEXQldckNT4FRTdCog41Og3yyqJmE8EHB+n/Z9CThc6FfU0hvTILbBWBuBo+RKaK3NKeXjXLjk/ln1J+3DQrsjMFCITLw0pab9P4HlH/qjH/Mv/rf/C2x3W3yANrnm5eDCAETXmBjfJ+2J4PO6ikiex/supUNrtGiV5LPArbe403aEiSYi3gflApNkcWOMwbkYPNk4YpD4kDT4Cmh/iYZWwYPM3B32WV1ZK3qXS77XJJ+zTO9cyGertqRSS5kQRoIfEZqqazbTTGWTxMbIb84d0MSqD8FF9+aYRcJBENyY2icgGERiLAZpUo7DXNFdyx218jksprrgSaCHcSAmEIzeCeV8+mTZ58YamJ7ORQRLElCezmU8+DWtjgwIkDJjlnfyPXqgnMmZx/KVktmXsrbIBDwKB+PDRADGVHWbg32s6x+3ajwT3gfCkJIkxFB4MArjboTeoIqhoNZhkqyWTAQFDSlAo5kSH+WHlB8oy5biU0mJ8xQkxskJ4d6t/668oSwWS06XS5ZdS+cDrffMF0saa8AFln7PqTXM55az81Pmi47BjbiwpusWrM5OObl4hKwecusEJz02mBhfzFiabsEuNAwu3u8jHpfMSawEOmuwTYf3nhYH+w0vXt+wk4AJMYB2GPfgHPvNLZ/+8BM+/fwLNq9f8/qzT3H7kdXFkoffeMRquaJ/v+Xli+e8ePaMb//0t1mt5rx68YLb6yuurq7Y7zaMw47VasFqOWfY7QjBcfnwnNGNPHv5mu16Q2OE87NTTh+ccfHoEZvbFwzDPvFQcY/adsZ2OzIGH7kfESRY5BZ2ds8ggbZv6Gc9XWfxITC6HVc3VyxPz/ns86f82t/5O/zq3/gbPH3yOW0bQ2C4EdbXAcuOWfsSt2354FuPePHsNcM44lxgwLHfPGM/DPzxP/HHGPc7xv0+Mhxe2G02iIvZNS/OTxA/Z9b1iLfsbgfoLIMbGL2lsYA0dO2K9z/6BraZc337CXu/wQch5o4JNMslsh8JzZ7Ti4bFwjIO8Oql5/r2ls3WsLvdxcNoBIYA2xg89k/+V3+RP/1n/hR/5f/9V/hP/tJf4emvf6ECxP2H98s82xqi3+wx/Pld+T0p/+ov/UssFouJbFPp3jJgdHirhsm/kt3zJTG8IQlUdTrxoCYd9Z0H5e6qPjuiLrnThynvE8pzlVVHrckTc9DuPeXtxO23KDLtW8EFpoI/daKk1AG1lKl5tyL9heIuRJGHS/31CI4dxvr7UP4OkPzq32JMdW2Vy1QlN9fDtJldqWX3SmY51tTBG5Muv2XJFvkhKiVjxtgRawy2Edo2JuxwWe4s1uc+BPWbj3FHk6XpwapO2vOJZ9N4yPp7HlAovGPSsqSPy8rlWMpJCVgMaYriOkOLErK10f+fvT9psm1Z8vuwn0esZneZefI0t33vVoum0JKQCJOZKIkyGjUQTZRMMqOZBpxJZhpRE8k01FfQSB9FA40Io0xgKxEQgAJYKFTzutudJpvdrLUiwjXwiFhrZ+a597xCEeR7dePeczLP3quJPtz/7v73RHGYyDL4BwJH8EuGrdXf80ucZA+I4tEyX5BRCs0/5olbIQZXLP4hN4jMq/TAyVHe83suxViuTyyYhxdW9HaB+p0hg9k6nXJ4AoCLWj+323O6+2rBp/YFRdAtQAJ5gBfrLITA7CFjfVmy2M1VjcQU8yScJeIi2PucSSmVvls0uGTdKcqGXV/qoJkEtmRty2EVYrxAMZRMbEV5sPa46hO3sFzDIrykeBPl4JQzg6+FfxkhdIA0ME2Jvu/Nyylm76WM8MukFAbG6L1pGVl5k0ZhcjiXKvwxx2yqKVE17GFe0JDTYufwLxUxIl2x6pmM4/DOxqEQgRMdSfwixM28EhyKawqARQVIVVk4+hjkVkG2Mmeyh5eRBWZYLkDTtHV+2TiWrIYeyAT1Yt5gzjcGNHm3AKoUI8mOCA5Vt6iUnRCZDpfaZTw4Xh+5v/x6laSJKYyEaQLpUJ85yNQyfyU8TSMktSxrFgqbwYicMaRYvNIT0qqR/c5zsiQFsI3dsYAG894nC+6c7L2jBk4YuGqhUs4XMmpHSoEYAm3XZrDQQkQlI8nm3SFzZoVHdXx6gDWV0N+FEGKa+6yVpwxs1CX2/SeyLPbJuTr52KkZOwXUE4c8/yWTPy+AH6l8NgkCNtfVCHdS9s6092VQXZYuMyBFqavC03L89Im1UK4rgnE+MxL4woVWScLNwwJNOaGoPAn2mEePr8qSBhNOJAl4X/kBS6NTQebzmNTEiwvhopJnI2efF4ak2Uty7o+lQSEV4SImfOtnwb/eN4NOMz/Y/FyX99LqmUcGC1W5aDtSiIyTZTJUTRZ22DTEHOKsOROms0o/gQA9FGgs5Mk6aO5b6/7ze8+yiv5Q3l8az26z5mq75mq9Yuszv1HfcLkyJXEVlTZMhNOB3W5NPN3jSWy3W7bP1myfbVlv16TWkxKMMTGFSHKC37S02x1uisT9iSntCXECMX4yFxOrfk3fe06nI37dQFpze/OOaThxf3/D8f6OMB7xooRh5Muvv+VnP/sKvv2GMuj37/YchyPXr6548fI5hMS7t+9YdQ2n/Z6bmxt8A23rUPXEKNy8e8vbb78hacKJcByOTGE0fkrvSTGy3+/5+vU3iBN+5zd/k+1mTQyJ4TTaNnmK7L96je520HQ419J6x267xvcdx+Fk4kS0MK7buxv+6E//iGfPX/FP/uP/iD/5F3/AuzffMk0nPnplyVOmEe7vYApw825ifzvx/Mp4oL7+xWtCUMuy6ox8IEUlhcBwOhnBeAh4Efa393RXO+iEm3fvmKaJbrVm2kd+8sdfc3+65zDBy1ef8OnnV/SbDW3bs7u85vXbe4boCdrTtC2rdUvjRqYpMARPoONyZd5Md7cTUY68vhkY9gloYbsDCRAPsO5Z7dZ8/MmnTNPEfr9nGAbb0NZ5CI9/hrn7A3D0r7zMIdoLnXCxRTukgi4PfX7KOeuyrC3Ve/QhsFNfVuXqxxQR5Ux/DBk8No6Vn48NSGfUAeU5C53wnCPo/F3euQ8Rgz64PFm/IseXf6e0rN6iXrr4k9ujRedb9M1CJ3Xa8TTHjWNmM7Rnz/1Q9MFSoaIbpsqNeKZIPOqgWRhc+kjXZBn13nh2z9zUhTB5rvwu9Oq5hsX7v1AnnFflvG6zYS5TmUwmy7icKMxkpuKTCzGFPKcdj6ZucRR5BIItrqkRLpp12CqgLu7JfZ4UlZhlwVmnP3ueWv3K74tvstG7eOaL8RCXvtL5mseQ69Plg8Ej41hxVcCt4TPNQ+HOFntCwOd01DP+kgVTfbKC8/qUD1JM6huX8+fRdw8meflTBE2ZQ3WKcGxKmX2WMvHwcmKmM/DHpmWSnOEl61rFLR/NYReGDGTOI1dBq5l7JKOBmogxELJbcnmDAUDZCyjzV2hdROcdUMmYC58Os5IaYzTQRfLeWxUVE+5Lki/vHN55vKegRNYeKUBN6bRUwTZPwBXOJXsogJEQk8NaDB4lxoCGOb229YoQna9Kk6qCN18mJ+BCIJDMTbwgkcu5twCOIIePqCk7yQlN6/FOiM4ZgXac6mJNKVp91TrRlKK6bVLmtSnmCpXhnkrqLsJZGN68w5vyVjdGzWxTGadr2xZxvobqzOiOeTj5pkGkoZr21Tw0SIKWcM1CYu7LKwsImD2MakipPXu2OOT++iUQ51/VklIihsxrJbF6rqWccSuh6BTputaACRZxzUCF20RmN1KReiiVeSuSwb0K7Fn41DkOXg6J7BU2KinMWQOTS9nqYXMySsjvs1pM44R4Z3MDqUKWVeRp4Wh++fnn3znyhTw8hsX+eX7JElx9bxFZABgyf3YmgGbQKluy8laR90zFUKPFgYsQplRDNZ0TxNlaEaR67sBC+BQgaTk3K7irpVpSPGOkWsKq1e5hUcXy3htwVNuwbOMvWQp3VMpE56WfLCpV6jotQNGSaL/0TSmPPIdyqf6ZD8exCBC59q6+a268gU1C2zSgypQC0pgImGIkjKFed9gf8d7TNA1N25BSIoSRGCNd2yC+y9nY8ryK4Bob09KHBch6JPxm3E50ztLnaxbOX6LD/yIXJ9C1rFcrrnZbnl9c8PLyiqt2xa5raJqeV7sNThx6GjjdKYe7Ww6ne7p1x4uPXnB9vWH3bEuz7m11xmSZ15yn82VeKhJG1q3gt3A7WPj4OBkZ9cuXz9nfvuVmOLHbrbm/ueHu/o5Xz7fcfLPn7njP3dvXvHn7hv3tDYe3b7n7yc8gPnBJSRD3iTenG+5/44Yf/+gzNps1727ecXN7w4uX1/Rdz2a7At3y05/+jOMwkGJgterZ7FaMYcqgfcwcboHjaULeQtt0XO2+RV6+xInjfr/ndDgxjoFvfvG1eYIirFYrrp9f46+EcITLZ3+JKUZu3t1xe7jhzc1r3rz+ij/+4z/k9etv6Drl889f4CUxnQ7EYbTz4pXy9vXIzU00z+Wo/P4/+gVjMEy/65V+JVy/uOJ/9b/+9/jH/+Af8vv/9J+y6jvapmEKkRAnulYIo+fu7pbLywu8tDhaQlL+5J//gm57wWYVmQYLpxsn5TCOfPvNnnFo2O5e0nUdq1XLam17z8Xlx3ZG7v85b7/5OeJuCLEjMHH7+jU0HdvtBdI1BJlYbVu6tbC/O/L7/+gP+NlPfsHxeFrMxQ+Yr62NMZFZO0yL338o/62X+Yz6sPNvBm6KIWYuqST6EMFFk2QRwbXu7JxdSBDvMZg9ATw9rHOui2S9opyFVdF+8CY4l+fO3lXCpVOyKJQPVse/oyxfpvWvB98VuSif4N/xUlNpS3+VRbTUCGKVjR6+Pr+Jsx6pANITC/GhTLQA60wP+ZDeWeqc+h7Ai4qEzHyTWf9176nbU4/I81eJhGBhaOItvBqyYfYsmRFI/Q+iKf1ze59YDlISkBQZs8zB5X2LlldDYo4EQh8EL1ZswmRCYX6MSKlh+UxqdJUZ7fzZ/vu+zIkPy4eDR9nLof7J3g2mvC6bIfn/EjYzd0X5vVhRl+VhdZdeI/Wx+v1K7pk7/nddm8GcM0Xq4UgU624qSo1dZ+Emstgoy70JkuBU5jR+pb1kj4CiqBSlRGdvEFETwGOIaMwcH86s2vMihUJKK34OTTrvMzXekFz/tNjPYybErv1THly4WPLmZ1wTzN+ronGoHktlQTaQiZ3zJqnkUC+dLcRSeErsHSJ5MYiaY0NSNCpRE5JituKLKfjRod7hZDJFsplwTQvOmzeCc1A9PArZ9wIEVFPCYpysXjERQ7JU5xboD1LSaRs3RwkDc9SAkMw543P3F1DK+lApSh8VfCpuArNiU9wNhQI0lZKcrafiITRbbHIKc8rm5O1PPezyFM71XaLm82RhYanIM9FVhIk/GyHdr2Zx0tC0G3yjKB4UppDTXYp5jahaimjJ3n0UHjbmQ4K8jstGXLDuwjVVUI/vDmuTDA4Cw4kUYn2mIMRxspStTvBNzu4VM1hZDp76wPxXXtchBLPsZZ4NjfII8J5L9l76LuH9u/ZdmcNHUZ05vfz59WfTMqdk52yeW3+lRaZBeR9LalkjIrTO0aTWAI7MoyJOEZdIOVNYCfGEvNckUJUMEM4VLLV52BWCMKfYzFuGm2PSZ5ftpw/d4nVU6o5QwajvFGpzcoNyvKZFWKCm82ynJdTvDDCaZcr5/ZANJ+ZR5Ion5ntrcQ4+Cpm4Pe97zpX9j7r3HIcj02mg3W7o+g7vzWgRM2jQNh1OfAYW8lwuHS/QtP5MaE9BaXxjgtGC1PQxKDpn2tMP0kb/AhfnYL2i3254eXHB1e6Ci/Way/Way37F1jesmo61c7iknDSBCN2q425/w9X1mmfXWzbbHnFKCCP4yGE4kGRD360QPJMTUuMIOkKyEDQNI46ApJHjfuDOJTbrjt26hWng7bdf8+0333L57Iovf/4TpmEgaeBiu+Z0f8f+fv8YOMplte74y3/zN/iNH3+OCFzsep4/v8T7xmQXIomJrvc8f3HFZtOBKOt1z7NnVxyPB6Zp5O7dLdMwIlgmwqAwhon7w4HpF79gGibu74+E0cAmkvLNV98wjiNt1/H67WucHJnCxN/41wTfrxliZNQTwSvrly958+5bYjxxdbnl2eWWddegaaLzwtuv37Ddbjl9cuLNmz3ffntiChPv7o2fKCboGk/frdhtr+i7DU3TGfAVLKuuxkCaRu418eXtib/z3//rPP/oFcMY+f1/8s/58vVbNhfPefWjH/Ebv/PX2V1cGsl3hBBB/AbSiZASTdsTU8M4JC4vd1xuPV9/8zUxgvMtq+2OzTCwnSZw7yAkQkw0rmGzWfHqkxf0a6HvN+zv9ozDSJWbR86dDEppHKxy1tfjcO5lVJZ+L7C7gtMEp9GMHD8gSf8KykLfe6p8qEj5ULaQIqXCOUkwFC/w2dJj53jhXNOFlPtklZ44a2ew6PxdUg/eh884f9b3Gs0ohp75nvcd+Snpe5+3DFXXbBBeyn+PjCuP6vywbY9qyYesm4f9dFZ8WozNU+DW0/V5fxcm3ocqV6qJYikSmzXnofmAFg/x7ypzBZwIKUamaWIax6pDNm1nEQCaw+2rClV0r9o6y4LcACFVw6NJLQVwEtTFWUeQRY89ZXws8rUIoiUrfZbZVOv8Krc4957xqZdkAVRcjaAoY5pSeu/6eVh+ibC1kp56VpCqsvQd1cw3l6Ve51ZRuMqnBXux/j1Pb1yUcydpfu8jKPSJijxFxFkk3Yf3Pbg9xZgVEZdTLs9AU64GMwGqNWpW6rTqCLn5eXJYVrNCylxemtRAl2Qohwn7GWAwWTnPDM1gU85UtODqPmtfjIuQNE0g1NC4QtxcKiZlq5YSnmBeSq7sJUkhuz0ah9DszVNa6F22EqRoRqE8oUsq+GL1N0v5TEadSlhBsTCoGpGlJXa2BeLzJM+doSHPIu8R9ThtbIxEqgeE6oJkdkF4HaZACoEYk3lgpVQzw1Vi2jw+LlvDBbF03zawNVY0Vu6q4rkm9SCqivICJJr5jKR679nyEaLMC9aVcXGCF4/L6dkRXzmPzIND6rparq7iTlzQaqkovY1xIRA2Lat8bmNSwlFEhL/+d/97NI3nH/6//1N+XYqFl3qbRywPmSKsWEr6GA18EBwPMBBqOJecPXjeB/L4PxYunj5AxQnqHCJLQJLFupa6By7JpkXIwGL+Pq8fD2gGjgwAK9d6CmBdD8EHe2GNuV6WCrDma/NaWrQkg0bpzFJFzo723UVzW/KacIJLj922oZz/+XkLIGx+TukkEySXAGsBxqtFKZ+0dS9bAH3nnlAshm15qM/XVc41haQlJPlcEKseiiUpgS6ExGUfLftWMnC8nEfLMCy3IPZenBelzx8aXs6ApIXAXNvpZZ6Tdf4+MRZiYyHZS70AaCJULiKhhNDBmWvAcn6dd+5ZFz8lZMcC2Es2LKhmziNwzri0Iua1ZV6uP4BH7yurxnO17tlttvhPPuGTyws+uXzGy+2Oq65n6zwb39heMg22H2qiX/U0vcf38PLjF1w+20HnGVMkxIGmGZkmwXUe53u8azJ9aIQUOU1HDqcDYbSEGq0qoybC6UBqEk2zZhiPDPsb7m9eE+PAN7/4kq+/+orVpmezXqNhIo3DozY1Haw3HS8/eslf+St/ifVmw7t372i2K/pVC+IY9kdOpyN919I0Oy6vLnh2fUnTebquJU4jIRgNw+7ygjCOhDEwnEZQ5XAaOQ4DNze37O8PjOOEE2Hd9ZzuB27u7jiejnjfcH/YMx5eg4fN5TXPXr5ifXHJ7mLL6vKSUY3TbPvyY3zrLFxaTB5pVw0fidB4z9VuxeXFFRcXka+//obj6RsuVj1TTGy2Ky52F1zurgzUbTu6tsd7byF3OMbTxM3NEY2Jjz7+BGkc9/sj0zhyPJxou4kpJLpuTYwNb28OfPv2Hpzj51++4ebdPatVS9+tWXUbLi/XhGniT3/6C06ngeO3b7h79w1TEHYXz3j97pZPPv+Mb35xw3QciDic35Im6C9XNL5lf7ilaTz9Rc84TLZFDMzcRm1Le7Hj8uMXXL98TogTX//iS06/eE06jfOgC7BZ0++2yAbCaSIcT3B/oHip/lD+/ErXtfyH/8f/A33fVaX5YXHIUx+/tzy2SxUZ2nQQfSBvnBuh8jNS/sKdQyCuyMdVqKqCef7/kXD3VA0ffX2mf34QeMTZ2X4mm9RrHj5n1h3m0GxLTnHum6LvuadU+PvrV/vke9rwPk/m73/8Qn89e8bT9TuXw95Xfzn7UdugM4h4/v7H/fvU81PKumF2TXfO4xrznl7KWsXj+6wK5HmLRWiFoiwWg1/tZ4VkzhkpycJbfAYIn5KNzsNAtYq8Wi6XmR9S6yXn7dPSH2UZZEeXpaz3ocP84dnWpHBfSI2Le0r+W9ay8iLo3HFnQHLVuTK0onoONuryp1aE7tFLH3gKzb/Pgnj97MFH5fmlU2s4QIx5IsxKRtlwKoH0IwUGRN0io9xiI62/KmjJmjZj5fbxAgWUB9tzVkpm5eTBhpP72Iiw4xw+pQXpsj8pmTuiFG+X3BlevMXlFxCnKIRlQmutaR4rah+V9NvJWKFtNGtWsUzqm8GdGAIkc61LKS5VNWtDjFn50zznMgdVIalFLMOfKs7bO1z2xqnhMzXjk859hvEOpUxoqymad1a+ptS7KlUChXelzvUFWpfi0jXwXHErnz9p6ZAlKW1WnKuiVd+W3zlz3dSjTuc1cK5YggWLBtQ1ec4KLhPKmvLsqtJWwq7qJFaw7HbWhheffMzLzz59VP9f7VLSsBfgjBnURBAahGxZAMAI4UUUzZ4nWoCUEtO43OvL/FgM+5JfprzPDrjZ20Zc4eBaKu45VJj5ds3Pk8XYy/I9mrluKkdN/j5zKD0+RNXmuCy8BKGuF4dlPnsIMJ2B8pmbqVjNCgClKRNvn+2zJd4ArKb53VKnJcV75Szss1R1cbCWdWthh8EMTBXUWwh3pT3J5bVd9ioLTcHFPA4OnLe1Iu08Vo+KzEumtpnsCVQyYJ73swF8tg9X4Eixtpf+UNCFp5U1xdU2WRaahVBQ9rjsVSgs22/vPONFYuH1mv92WSAtYcdFOJlDqedmnPFCFFD8gaDqnOC9q2FqYJ6uaBa2Mnh7nkHl6XJ2ZC8EtZJBz7bs3HvizE0dRaUB0kPe0B9KLk3j2Kx7rndbrlcb1n3P5xc7Xu42XPQdm9bTe48LBmQkhaZX+s7TuQ24xMWLNdcfPafdbZm0JYaGkHqgw/kGaTrUtyieqJEpTUQJnIYD++M9MZDPNkffOnQaON6OcNxzOh043t8xno7EaWQ47Hn9iy959uoZHjNErTZrTre3Z+1abzqevbjg2fNLpikgxwMpBm7evgOUfrUiTCNhGvHODGz9tqfvW5quwTvPfhxMshNHv17Tti2DGxgn8waPqry7ved0PDIcBwTou44hTNzc3XIcTkwhME4Dx8MNoifEO7766itoOrrNlt1qTbe7IDrPECLb05EpTkzTwDSeiGki9i2Xn3xC42zf6E+JfhvYXnbsDwcur68YQqBf9VxeXXJ19Yy27RDn2W52iFhWtxgmBjkxjANXlxsurq549+4Nw+mIOKVvO+IUGIeRpmmJ6tgfBt68uUFcyzdfv+Xm7S191zIeRxpxXF1ccLi/5+c/+Yr7mz9m/+YnaBpoug37w4HDITGeBuOMahv6zYrtbmMZ3zwGvN3ekmKi7TzSg54eTFIR2vWK5599whdf/JhhHBgVvr3dM07j7KXkgd74mLxrEN8Sk6KHAdIP4NGfd/He82/8G3/n3IuVKplWWeZcKLLy3q14Pv7mq+v5Y09O2cD7fp12phBYgjTFW2P5cDvf9JGG/Pisl3r8FZVdnrzuQ0qpTzEezR8vz+OHdVn+lOxFbg4jy3Y+bMdc/8dyyPfV8XvalvVfkyIWsmlVbsvCfOJZyyaKPP7sUflub+7HDy9JNYoDwOJeOfuxeOrjZ8eYqS2UnNXa4xqTW9JiTzkHZYo8NxvzjQij6OT5GsmOGrgF1dIsmy817DkrD3XuF72QxRySxS0PG6gVvFq2+UHtlw+QWR/6kPLhnkdwxu5dS53Ijyt+ZkE8mzy6EEzzL/mjpFlVznpuAS3LYn6EFj/VTn3UW/O/H01irTpUyoBJimnO6qPLaWLXO8ei/kuXsfKCQkqc+X8WC3qZkahOgLPJna93Mk+wJWi0mDT1OfWvTCJbs7NFoNTBQL8UAioWWpec5tAIlzmOQFPMcZMzkCVSsuak6lVUvLGcyxw8KdVQOVfrrCQSLlv+U4qkMKFxzsBWNqRsukZDRJzic0Izqws4tc0qEZCSoY1FwKTBuMx8Q0W5ysqlKhpDvUay91dStax6y1GuwNUM6pTzRs/m37ykjQPswaZYLtUMgIlD3eNxd+IIKeYbXZ4nkESRaHWzM9kmqqb875J1Dj0Dj5L46hWQ8gZiTy5H4XL/LmvviR32+w6TX6Hyo4+v+OyjS2pLFzHLxXfMiONnInSn1tc2NAZgWlhVQvDzIa7LOTzHuNshtuRvyQevLHaxDKzO8tgMDLnqySgZMDCN+CGpnZ79ZvuHxT0nROzwA2d7A7LgDLI/BmgCYuFtJbMjjWcajWC86/raN2VCae7Gsl9UIBbJziFaq2RNDVA5asyj8IkTpWxuZJdEm/P5p604q3fpjxRjFsxybsjZZJnr6gxsyWs65T0+hAnXhtznHnEpP7n4JJe6Ls+BYjjIY7EgPDwHCosoIFZ/MqddWvRJNZJofUcRmkRm4czmq2T+Kc0uY8X3U8oEfDgZ8qO1zp2ks+1LwPZ+VWKSeiRLITLNcdezVWw+25ayXxGMSnIF3zS0KaGpB4EY0ll2wqZpwEW0Wom+Z49RA+rnfyrF82gp44wp1rEq0G9agpw/FHDCatVzsduw223ZdiuuU+CjxnHdOlado+8b2qbjdHeqC7zfgu8MXEgEtpc964stfr0laYcfO6bQk7zx6aR2Q5CGISrHFBk0ogwM08AwnIhjJIWE85521TMNR/bHA+/CwHg6cry7I44Dh8MBiSMpnAinE6fGkkVsry45fW1ZuiSPcdu29F2PqvKzn/6M5y+ucM7x5vUbVBMXV5dM05gFZGfe2djctP2+8KYZ96BvPNq0JBXccSRooulabu/vGU8jGhONc8SUOA0D+9OBkII9LwXidMd2t0GcJ8RISJZbzjUN/XqNdCsunx1oxzXjOHI6HRhOLTFZiF7z4hXr3pIihP2Rtr3n+qMdP//5Vzx/dc0wjnSrjovLC56/uGS92UASdpeXFoaMMg2Cb1qavuXlR69ompZpHAjTicbBetVxHCfiNNJ4TwiJYRw5HI6EeGS/P/DuzVtSjNy8eUscJzbrFW/evOHNN2/48k/+Sw77gYvLC9bbxJs375jCijffvAVZsbvccfnyGbvLDduLFU0Tef3Ntxzv3zGcTjigdeYjVCk9RPBdy3q74erqks12Q9M2bDdbbnZrpuGEnoLF7XmgaSlggzFBatVTfij/DZSHIq6KURSS5d8q2zz0HVmcPYvhmY2ozIryw89SPUCeqE6mQMn61xKcKefTY+BpruOTYu+D+hfj8fcBR3ImWC8Op3p0lnO+fPxAT5Wib80gk/D4vbKod5FLqkxVrqgdoXPdqrSwlAKW5SmF+Yl2PpLXJCdWmc9bXXz1xAPe9+j69dNxrI/rZjpZkb/kyceezTllYcB9XGKMNarEeY9rmiyOLg2w8/uhqOWK5GgZLbKpzN/NzgnnDjROZMYZimj3cO4s9QOZ21LA0nL1gkadkjhLyudLUbz2GYsP5yZ9qNHtwz2PeDjVMsLnnCnfyxiqstBqli7OFfSK/M7W6vrEvNKLS/oye1j1nDjbfeDhLFCwAzTNnXW+ScyhBvNNalbcVIiWU5bThXn3KQu71KO0e7kgF88rymKZsMBMdrFYhLJAw3OaPylEusVLqVj1sWcpzGFfdUuwBllGsGyJTbPngN0zAc6WZlZInHeoczTibQNQ88MwMq+4qLISU7KsbKU+WSkxBS5SvDicau3LWI6PFIlhMnBOY85Ql7lP1F4dpmjEt6rgPUlMWdYaK6gYcbjVX3NfqHNZAsnzLCVIthGEOJqwGnJoTXZNtL6Zxyuz3ixCm8qZpDXdov1xmcBc8sIuVvt5/ll7tVr7NSoiEVVXUW3nTODpRIgii30p+yDEZFxJCr5pKADbvO7t+cH7WWBSxRWPMWfASCXb1bL0MtcU894hrmx+i2n8AR4Cvyrlf/s//9f4t/7u79QN1taRtVeL8Fk8dvK6ssziM1AqKqi3LdO2LwepkGEvsofIvCfMG7Ger/kygmrZEOfLEk4F9b5OJKl5yHN66ETm4JG6N9qep+a6XbK25dgmV2SWwmuWhQ/Rx9xzc1E0Ju7v7vn2m2/47LPP6Vd9zUAHKcd+u3oYzSFgru5IS+DLmhMRzfmVZxfNeh6UvVkLkCIpn6hZmPBzOGztxgrIW5geEswDRRRNOb4qd0Bd/ymZkCCzN5Rmwlvc0daO99BYNhKNMWdWVLy63KZchQLul/rUlVXOBVuHmu8v50GNM4/RXNIXB5Ik41dbyitqB1J9VwlJfmipnOs0n3Hz/NI6P0vxvsFlAnmH5L3JxjUuiMBVNXuxzXtNyh605GyQAqTW46QnRNvrEwYsNc4jLhKjI6YJ57oPsOQuOpriULDop0V7Sx/N4Pz3PfsvVnGbnt3ljmcXO3bbHZumxYuFRzVdS7dasdqs6bsV6oQUE67r6C8HSCPhpAwB0v5Ae7Hl2WpN4zZo44mnFvyG2F6TpOcwRvZ6ZCAQJDBMeyaJ6Glif3vLcLLUWl3fI8D+/pb93Q0pjrZOhiNvv/mKpmvo+5Y0jRz3idV6Q9c20HfghCadUGAMgTdvb7i7O3BxuWG7W1mbPZxOx5xBVej7jqbxhBAZxhGcQQ5t5g8SaTgeT7SdJeVQHKsx0oae9WbF22++YUqBME5ojNwflWmYsievyTtd69hdXtD1a5r1lt3LV2yfPUNWaybxDMnR0uK6Db3vcN1Eu15xpUrTOH7+0z+k7TasNisa7xmlZX+Y8I3w8Y961psJJbK5cDx73vHi+YrdbktSZb3ZZiNexHnHKgQ22zWfffEFh9NISBPeK00S2sZxsz+YRd0lTsPI6Xggxsjd/QnRgGpgf3/P/u4dMZzwTjnc3XPz9i37+8TpACIjMR2YJsH3Lc3VCxLC+mLLatUhojSNsOo67k/3TMOBcDriUmCz8gxEjnd5kvYtm1fPuf7RJ6w3G7766itUlfv9Adle4KMSbm/hcIKmofGWxXQ8nZgOR9LpZHJL2xoFxA8ZF/8bL0uZsYYWP/i+ypkyy0qF06jweEo9W2a9CBbn2yPQYvnjKURCHh51S3EfinzC+0OyZPGMWfku8sKSAgRYnOnnYeOy/FH1tIfXPWzfDHjka6I+eX4/elaVCeRxl5S2iqDpYUKYuZ0PPebPEYb3vN+1i2dYXSVnBF9YkPJPe06VlP8MqsbsJVM4hR+s9TNlRivdi8M8E5atKN1qkTtmKHa+wfuGFEsyKTfP88XcScQqa2nNup5zW+vCA3xRJYuUWRiapXglnQNgCpAWPFN1ms+4RFHTND6RYVmkeq2f1YGiNyxkRC366ocNxi/BefTwg7wRPLloyz3zd1p7zX5Wi0+Z37lV1YOjKOe6sDZnEueCqJVXF+TOHpOtvAuEb7n4i5WYNA94LZozmc0z6exlZfObAay8Aer5wpdSFy2K6iJALStLyzATVC1RlrgcHmPgjYVbZDd9rB9SCUurOXNcJsOdhWy/wCBZ3AOZEExLCjkwPqPskCNAaX9RVEra7DKWMeTwsJSBIocrmccKx05+p+YU2jXgIsUZZEqKZZM3xc5uV4bTCRHB+wbvPdJ4pPUkL7gEQgMlY11KpGkiukjXdRaGgilX1XsiRVzGiIpXWcoxrbqcG4WdH81heAvukKysRrHU7iWudA4Dy89Y6I9FvzVldWbgEJZfWL+qqllN6yZqc8uJy4qcJ62ccXqoGnAg0biYnAEW1UtFXCbSVVDJnE6uWuVsHErYpF1fsvaJlC1RF6349SjFO6YClsvvsEDUsnk6EfBNJQYuxebsvM8UrrBl0TLw2HwrqZ9cJlXOjGJ53MuyegCiq9KKZQUs81izN6EoqHOkkJCGCgqmTAaf0swtRj4YIjZHCigji8koBfB6MNYpJk7DgdvbW96+ect+f8zpdY1M30JjE2GK/NW//lfYbnc5O1wkhMgYJpxzdG2b95dzYj5cY/PSSQWgSAZIxTTlPizgTg5jLQddBtg1r50ytiWLp1NnB2lKQES1CAuzh40JCYrGiFPBRzUieRGaJu+O6irfU828phbLnlwiidHvkqxv/ZhyOHB80J8CREh+3iRKqG2RmlIyb93CD1fSwaWld47WfcrmlHuvILrMulbOvSW/k+TPYtkrmQXosmeJE5rGPxCEtXqVWV0mJIP5TgR1gve2H7nUkILtV2WPUhpiHE3wdud+nE8XOVtjS0FoKcg7EeJiDf1QHhQHu/Wa3WbDer2mX/V0bcv1xY7L5y/YXVyyXvWsVivaVYdrPCkl2r5D0g0hRdRDKx1JlXfvGu6GE826xa97XLdijGJnkl/R+kQbhBCUGEba9Qa/avD7Ea+JoXHs7+95983XdK2QwoCPJz599Zw3797x7s0tF5uWu8MedGC13nBzc8Pd7Q0NHnKmrrB29G2PKuxvR8J4ZIqBFy9fcDju6XuTI+LRiKSPzhGnyGa7YRonlDtEhLZt6NqGvu/ZXVywWq9RhbY9EqN5TV9eXnL77g7cBD6RNBKjMoWJ6TAQY8A5z9WLK37vdz+1DGv3E/vDHnn3DtdtaFYXuFVkZEKajrZd0ztH4xuaxuMauNxtaFuHpoDuD4iL6LNrbm/f8rt/469yf/eW+/t7Pv3Rj/n8Rz/COU+3umd36RhTg7gNq82GzcUFq77jj//B/5ePP/mYm5s9osKq780bm8AUR5yHcTzy5s0bvv32K46Hka7peH79DA0BT2I4Hjjc3/D7//gfEU4WYjeFRIgwnCLKREgtzy4v+OyL3+Lrb78FD1Enet8AyjQNFvI3nGials12Z7yO8cSRmcvodBr4xc+/5PW3b7i83HF/f880TYRpML6rMMGqpXv+Egfcf/sGPY22F/Q98uwSAA0BXr+B8EMI259X+V5AXmf9y65fABk8BjiW4Mz5c/KHxaDD/IxaF/zio1mWfuSpswB1lncvP0pn38xG+sdtex908rgUg6PILHIKMicYWVSdJ2TJ95YHwI5gnIBFr6zZ3v4lyzJUfWkcPwOUiq6OGZ/P7hchYd6TM9AntX/f+96qq+R3vK+UOi3AmfmrPGuccSSmOFPPqJT3z/JOCBPdZm36UNbn534ssE7ODCv5+wwAFccZg6+ScR5hXqyJ5XyUuS9FLKzsvOEm0y0+Vy1JQuZrTE9NpJgzRSfFeW/ybAG1lt2WsZDi+GZzMC4euXwfi/n13eWXAI8qRng2SrqcCMvJX0ChqiyQASJrQenu5ZNQS2UvMnM9sOj4p15z9uFysleFoz59qc3nn6bUOLeIQSwdXaorgjpqnUQkI4GLTemBxbeEKaBPj4OiVRkp1J4OjPcEzBU7TAaGyKK/DQGZgSjFlJcyJmqhKkmjeR5l3iPzPpH6CPNiihntzMpJ5iGNYaKEtCQRJLkFH4uABiSF7BptnDpCQoqXTUpZSZds9TGllmyVK9u0A8I0zoshK2CixrujyTgGnKhlc0sOGp+9iwRy6nJy+u8UY/a4WPIemWIkkpOudy0yTQZ+gfEvYS7qUlJGp0QIAVWXSYdnt7/af+eDeTb2qosDUueDCEwRK/PFZUtLma8hCt41uMZVryScM/6a7BbcOIcW/8VMEk4OKTTQNYe8jQm8y0CejbArgFIJF9GZK6XwAJVNOy3go1/X4hYAkgIxe0Y2vgByefzzRmzE1k0WYfw5WPwIQLKMjDHOgG19UQZBHIrIhDjhSCS2dtiSw838AgznLDQKpOxZqYRtZm+zDKScgQiQieGtnikla6MsMptZI4o2bmTt6xXbz16w/fgTvvit3+A//X/9J+zv99UjJYTAME68eH7N7/+jf0LTtvSrFbvtlm3OstU2Dc657AZss80AZ0XihPiWlBxIXAAXIbczoGQONSmAl81t29dmj0dSxOEt9FYk732J2ekyZo+pfLY4j0NpvXG0zvxw2WKU8nXG/o9KtGyMAtDMoX1JcVqSIJgXloHlHpGEyAyYibT1HU+dX4UrygQMy/MoeW+zcZy57ur1rohii/3pyTz158BkOdse2eQX+3yxAp8Jua7MdXufc9C1falQNlAo3rXENNE0Ha5NzKYx82SKzn14SJmQwy7zIyJna6+U1jeWXYpzEO2HksuqZ7PZsttt2V1ecLndsO16Xlxfc/nymu1mQ9+2dKuOtu9x3jEF462ROOK8o0123oQ40ax30PXgPTGBxkhgzxgnAg2paelW3hwGp57ghAB8/MlHNE6YxoEvf/pz7t+9oxPPardlT2C76ehXL9msWm7v7nh70/Kn/+IPOb6+hWCg8RIKUBWevbjm7u0N4uGjHz3j449e8Cd//EdcXl+CdkzjRBHc266h8Q0xJDYXWwtPS8pwmtjf3KMof/n3/jIpJvaHE3f3R1y7hhT5r//gT7m+3LLebEhTIIWJOI4cbm/56vQzGjHi7c2mY7PtCclxc/+Wvuu5uNxx/fI5z169xK8uuD8luvUVMZiSGdSRkqdVz/ry42wMmLjcfYSOA19//SXj3YlnVxuafsPI12yff0LyO/7Bf/VPePPNf0G3uuSL3/4rXD2/pus6xCnqJp5/8m/yj3//n3KRTpwOB8YpGP9jGiEF2s4xjSdu3r3l3ds3RG35/McfGY8QAZcmhqHheNjz7TevOe7v8cCqdZaZKAROt4GQGl59Kvzm73zO63ff8PXP/pR+s6b94jP2hwmJA7e3N4TjhBMlTolhH3j7dkGCnQJxHBgODTFOxknVeNarFd++Hkldj3vRs1q17DZbdApMb98SJdFvNqyudgQ8YZwYfghb/fMvjw6v2WukEDnLIiPmk0WNc9CJyTx+acxbyM5IBieA6m2wrEpFJNJjRbxcsdTTKOfsY3DpiUqeGVuonJdPA1TvLQs9XrIhxDFjY/qE6/e5Gr3QL7/jXPNuNjKpmtH+vQlLqs66pN7+UEjsvRU4q+NTmMASRMlxMRUjcO9t29PjWt5VIzs4H8ciS4Ha3HCm2xVDV7m/yJCH+wPTOCII680a3zSImI6YVGnb1viCsxhYss8nUvYuegKwRHCNK/bPWvUavbTQsiTP98pPWW4oY1XwAl2MWQaCnCu4QwHnsmdfXjvFOFj6IxU+4kxbULo5lVH5wH3zg8Gj2pingKOqeDyNFhZhFVl+Z51kiX+KQJqt0A+Rs6cr9ESpb8pgESxVxOp1tLjXV5TL7pccSkQli67fUBExoQIQZEHb5cnCA9RwBonnySBhwpf7Ndc6Px6RDKTMoXOiD5+Z5mYUhTKrA6oJSXkaJPPyMVDJXqRqRIoGmBbvloSWxVAzmWQMUyw0rC6WaKTTVZnKHCY121JBwMVnUKhocFq9khTACWmIlWeqYBs+p3Au4KFqsmwvSHbLA+cjPjY4nyzlofOEVDyx8t+ZFql485TQnbJeH6j7dYyq+2EydNfC4sqGOIM9RVF/OPuWG3/dGPMm7htfN82AWSWcuMxftFTnbDJoBhmyHxpkIAjJ/ypLRYzPSAogpCARvLeMFU6LJSXVJ2ohfM4nmWa3fnO9nw+hX6dSrAXimkXq9hnYmK9bHKkZOLJMbKVfMmDD7MHxUNF+0idzIciU+T1MwVJIZxJ4A6ocp5xzsBwAMRhvhmUpyu9MuiDFmwECO28KJC11v3gsNNlf7mzvtpKmkfCLr8ywBPztf/1v1fmsqsRxZBhGoio/+8nPGE4DThxpvcY3nsb5s5SmVnI/S8Syd55DlAX4UiZiKh5Hdp8tj4TU/USok996yHjCUGpGQfUUtEZS3stIaAq5kybb/4WzzGb2t2U0XGL3qKU21UXGyGKlQi2zdMzryz5dNj7V99RPijdW8TBbnJ/F9b+ErVmIobDkFRDxFVSyvfbxes1Tw37PXohze7TuYyUzjbJo19IokjR7BEMNN3Qug5YGEJXzLKQhj9kylK8IPvZ563seWiqfLDLvuwBnXYqBSQDSCB4P0Ywnc0j3X+DiXAaN1nzx2Sf8+NULXj274mqz5mK94nK749l6xWa9RpwjNo7UNLh+xcq3NChd20LsiXFiHI3AerO9oF1fkqQh0hJpSLQ0rUddYyCq7wjiUEmZu89D7ECEKJHjdMeQRtq+4Xjco8Fze3PDqmsQLwynI/v7O+7v7tCTUp35GszzeMiTaojsDwPriw3r1TMuLtaoOIYhcNgfOMqBVQbOVus1rfMM+4FhP+ClYbVZAzANI0mV1WZH123pug7frGnaLe9ubtnvj3T9mpvbI7vtmm61JgVPu1nz4vkl93fvSCHSNJ7D4cAf/Nd/wHZ3yXb7jEl6druL+ofuglMabZdoWhrf0nY9bdvhnBCO3+Ibj+sE3zm0HeivEu3dgf30js3lNZ9uL9levWIMyil52s0lH338I774rd9md3FJTIFhPBDTAE65evaMy3Tim9PE8d2Bw2FAZMXf+df+Nhe7j/l7/4+/T7e64Mef/JjV9RWC42c/+QU3b76haxJ9s6J1yni8R4c9kFitdigjwzSShohOyjicaJuGw2Fv3kL7wC9+/lNW65ZVbwaw7cUFp/2R4+HI/nZED4s5GxPpdLJ9PHSE1Yr1ZsvFxYbD4YATofHCuu/YrlaMcqDdrUnHkZACx/s7pgAgMI3Q5VCaH7yP/qXKj3/8Of+n//N/CDzYj5dFFckHfvXRyYfCd4EtKcunRK3hO6pZbnZZyf5AUfSsbk+88twL5Kn7l14vpVlao1Hm41st0kJAk3/0HBaXFRxs9gopcsU5RxPwZJ0eg0ZPdUbRfAqIQD1/qyxR/3pPRc9+P5eJv7fMim79SB78UkP3y89Fu1Il9XFZsu4A8Gm5OZzXNWZ9sOroIgtZp/T5fL05CJD1Sq30JWGySBpBaHvLVglkeUoW/9mTLCNbyD4oWdYr2YLlPFrBiTMx9Pu6bmEsVi2/LfpVS/REiRCZvzOjsD6YPOdrxvp7EV1TAKo8Aav8qHrGMfld5ZfiPLKaFoE5108eKyVP3DQ3qPxTqQpc9XNYzoQH5YP0WGGRRYpMXrgAFZ56SEX7qLNNgKAW6+SLIL8k+dYcJkFWLNXVlSkUpUCLlgnYwBSwQYonwMNFlBH74rlQ66XnsyAtuHqsOiXNdyYMTIHZ8yZWVLI8ymLic9srt08iqpo3zgLoKgqvjz6HvpSwrxwap5YSPJVUynkczAOoKFmpvrzUpy7uyjFlveecgSw+p5JXMaUjpoi6ZH2NYOEoxmkgiAliWcGSQrCrSiGSLumkyd5NDsUvN5cSm7pQdKSw4tc+egA5LcECkRyWkScehfh9Bo/qpqV1huY56lAsQ54r4TjJnqON9XEBDY2g0EKvXOZJkaJU5vq7zJdVFGZSOVS8hV25OXxGVWrIjFV6tmB8/MVn/Bv/s/8J//n/8+89XDW/cmXpTVG8CJ1AVJmjMimgYI4MVKiZymYUuSL3WubZk6UICvrw4zoPCugwbyzMoGm5vFhHyDxZmfY85Q1YKtdcaZci3pULlltQBi/kwX79EFDKwg1mDfIZzF+v1xTQUpOSmoau60maGF+9IIRI33VstltWvXmjxBAJ00OhfSmUlH2/7K1lTtrnJeub9WF2Uc8ux/N+lyq/GwU4Sg7z2pn3ljJ+BaASWpsDuSYOO+idd3jfGVFiEWiS+e9pJmrO8bbW/xncaD0YS1FC6/fLZmePv6UEVy9ZnDHktb8AmYoQZCMtyxspRo2yo9QzJoNB1L3m6RE4FzBssqjTCiAjVKAslaFQQKMlfzlLa6aohIVArMx4Vh4fbH8v87g4VKlqpbUSvxC+YGGlPReI5olt3evIHHgLK/Nf5OK8Y7vdcXV9yacff8SnH73k5bNLLtdrVm2LU6VZr6Ft7NzsO9x6BauevmnZdB1OEykEYlLaEFhtjvh+A75HEcYoTPlMDgqiDqc+e+/NYpMk0ABvXr9DJJLSRFJl4MTt6S1tVAYZ+NPXP2XlOtKYuHn3jrt3N1xeX3D3+h5VxbUNsm6JfoJDAIXjzR2Xn33E9fNntG3D4XBrnlNj9oQTT2wDqQlMJE6HCdVE3x/Nu0bh9t093WrFONxx2A+I65gmOBwG9vcD0BgozorhMHBM97ReaNc9KSVevXqJRiWEkTDsubu9Z5rgebcles8wjQzTxBQSXe9puzXDGC3Eb7WhX63p+hUgxDCS3fw4hNFklv4C8Q1BtzTbC15eXyEI9zf3XLz4DKaBixcf4bsNUT0hJmLmlhPXst1d4u4DMSROw8TxONG2nt3FJdvNlmn4ir5TLroNl6tLvvnmDcPNgXhIjDHgvZBCwkvkYtMzxRMhqD13nFA3cnl9wY9/+8f85//lf8btm6+JhxOi1odD5zi9aPnoxSu2mx1ePcN+BD3YxID5GJwmECUJTNPITrZ4hHXf4kRpvbDqWjovhJRoGkE7CxbxTozDqWkIxU2g76HtIIzw6Dz6oXxIabuWzz5/nH23bsF5a3b57KjHnDy4Nn9eDFf1u3wo1dMt61g1Cc1DtbDqJlTahaeuO+NQqk9/Gjh6UMslKrH4LF9TrN2AuHR2WQFIjIOxGBbL7VXyn9v9HeXsrP6AIiyhr2LEenzVbNfRJ6+Y3/70Wx5d+QR49N6nLSfNo2fm8cpjmlxn2l3p7yz3xRAyXFCDDK01s+A8G4jPXlH63bLtTlMghkjbtjNVipiHfvGOlmI0K2+ReYxNPSzGTZOdLFRuKc+7ChaWks6MhaVbqhQ792eVoyxErcqzD/rNRGid+y3rBWXuPeQzcuXz3BfLun2o3PRLgEe6+HvR7JIe7dG1eaFmxWB2IyuKrJwvyqpoPVguT7XjfY3Th4MBNbX2o0uzoLxQ5qV6XKQKDmnNxjQrPLNSU0Lc8ihI9r7J5tAlomgvS4snSdaLUlZoCicKWVCPZ5bkuumkHKohi95MeeaWeqQAGheZk3INiiKQvaoMfdHsoeNIIZBieLCmi5eE8XkYr0rMCKjkjOXnYNccyjcrFgXZTJk/IGlxDVrwMwmIt/SIvsSqqh1GmmYAqNS/Kgp5jIwweFYerMttYSTIxO7Zm4uiRGcC3oUFHx4APLZL1f6PpR/zeJ3HA+fPXFbrnKtKaAmjS2XzlBzZJwWs8qV6NROeZo1NtaSiNjBKGg+pRbwp0AWks3ktuS2pfqaazOPGe8QrmYTE2iemmKvE3Be2oC+ur/iNv/qXfi3AIycPic1nz7qi5FRPwezR83hrz0dxQfnLXHnifbOwUPjKFntfFSgW3GxLUOH8tRVoMq/IgiRIfWoBFaSGS81gl1XT1oArlpdSD8mhvUXDy3sUWEiU61tzf9UcXx3jYo1A0zbEEHj27ApVxfuGrmtx3hEmU9xijLOn1bLMqSTRDLhoBYGW/ZjOerBAJfUxmEfMMvQMp9naliCD2FELMGh7u/eKa9q6jkvvO+dw0mShVarM4pDZyTsPmKDVCaf1gMpZpsmSIbP8VzLaPSmqzSax8/lyJvmYQGrfLASqDyiPwtaqwJ2B/NKHpEwUX04pqXuhcW6VXTGdHd+2P9mfmX8o13PRwyLgvHBOC1XWXYIS8y/zOTJ7eZWQ28U95jhOilbHMr5a++wvbml8w8V2y/OrK148u+b6+pqrqwsuNis65wmngXazrnNdug5tG6IXtGvw696Al8kyuPqkuPUF0q4I0ZGS5sh0U0amMJGSEDPvXkKz4ScRQkRDYjpGRCKugbbr2F7uuDu84c3tt4zjSIyJXlqYlDfvbrl7fUsJTe93a9qLFeod++NNbWc4jXjn6foVqpH7+wNN2xHGEe8gTpHhcEInxakjTDY7DndHBE8YA1/+7Es2ux0BeP7yJS8+AnHe+HzUwtFWnSeFiTdff8NwPCGr1sA2hcuLS9DEeDoQW8XLirZfM0zKertjtX2G7zaMyTENCd9d0BII0oF0RG0Zo7c9pH1GnAIxi3UCaLNle/Uc1UC7WXPx4iNubu4YCTz/5AvC4Q7fbbndT7hDzISvmcReWna7S463b1EV83RqARW6rmO1XnFxsWW727JuO2RMHN7tOd0dmU6RcZpoWo9vPOvNBV2zZhzvOJ4GLp9d0w4j6vestxfsri744//s79M34EWJQyTGQBJh51d0viNNShztT5oSOHB9Y3LQECEkkACNZYIzYyj0bYvHqAw8SgojaRpwGmmc0jiLZIheEO8IiHVg44pQ9a90/f26lQVEk0s5C+ZvzCj8QIcr3y6NrfWXWU6Rs4tzeRRZVULR5ifNjLAPz8L52eVnMVp/dysX9ZDFz2UbdNne9Ogr03fcWZVmT5jHKux3gVnnDD3fUxby7XcWXf76eLzmi77rrfrEb1AMVlVWWgIp+eqnZaBZTqlPFZ+vNl2xJNAyy1X+TF2Vh2d6hyJDLGKPNBFiyuwnJpsaT6fSNi7Tl8ycoZpMjnTZmF8BTi0RDJadOGdSYfYa8ovFkj2WcuZ1JevNNfysKgpV1q9tYPlZWny3kKgWi2bJOqX5Iim/n8nMuR1F3hSZk+c8Jau/p3x42NpyHs1zgITin5ynSzRrETu6UJIeY0Dy5OLWR79ADemqt8rc4ZQFnLv0QTxizaaWPTJq+EB+h2IAi8urXZVF6JhNEAutyptetr4WrMcU/vP6LknHpDyULBQvUE7q91RvHtAScmuKUIzV4g05Exuz54+GgHENFUBn0amKhZKVmqjFnwo+ZyBLDzo8B8SJWXViJp0Gi7PVZB5LhZBMsuKJ9wuqC60Tv/RtjNlVsE4JA0U0ez2UjaC46tX57+bNQbOSL5nHJ2UephJPWt6ZNCvJqQBt5jHgnGO5WFMG8ihtUPJmnCe/WvsL8Da7QUreEIrKsjitinJGHs9UXAdLuxX1igYl+jyOPuHUU4ioxBl4FvOKSs7hpcE7MeCHTK6Z5kPMJVOqVBZeSxJwbYM3NxbwOazHqXlqnJ91dQb8OhShcA8V77CsSOd1VHaIpGrp3sHmWQ5fxDkyGxdaCPJUZvK9PFfmsjhYFQNqKvH94nAo9TuTnqi/a6635nq6Bei0vFgq0OGMF0bmZ5hXXL5KqICkiM7XFawl741Gxt7M+6SmHPNt4Y2FY2uMia7tFl5dkt16rRJ1n66CXwHxFpu3KoXf6PxQ0PlvtUyFltBg/nZ+bnlOOTRTHuOQ26CZjNu8GFNMrH2boY18vNb3axZa9aw6kgGNat1zUsGjymXlpc4t4x5QyDxOIv57hMTSKgWdxYAyxmVOznv3fIdZ4LSeg2fn4pmVq+xluuju8hwt28Es0xTQXNUMCyx4nNxs1bKMI5njy7kMIM3gdQFJnTgSUJKvzl2u+Tol5flrvG+zwUE11Xk8nymJkNtexrec5+/LoPMXoYj3dKsVV5cXXF9ecX39jMurS7YXW1arns47UteyudwBNh6+a6FrmZywHweig832mpBMRnBOaDqPNL0lYZ0UrwLqiCFBFEhKyDw+SRNRIyEFYox4PNvVBTENTPEe7zzXl8+4u3nNT//0T7m/vWXVr9nrkePxxOHmxPDWsrK1fcf25QXdtmc8juyH2YNE8jqcYiSMJ27e3HFxveV0OOIaR5gmDiEyMOLUI3jaVctxf2QaAvv7A3/6Rz9jtVnj2o7txQUhOC6fXePajtXKs1qv2G4a9rc33DQ3OBlomo6+X+E1EL0DjfQSaLYdF1fXdJst/+InX7G9/ohnrz5nffmK6FacjonL7YbOKxpgip7xlGAYQYVNvyFgvECaDZKu9bz87DeJaUQkos0lEwH6xMX2gtPbbxlPiXdvD6Cw267Y7Tqcb/Fe2O6UI56+33B13bDeRo73A6vVhq7ruLq85PLqmvVmxfE4MpxODMcT4zAQU6JpHG27YrXZcToN+FNL009cX1+zmQZ805KcYzwe2a16rq63vIvvOLCHTmkuPddXVzTScPPmjuPdiePtSJwS0gmbl1vGcWKaThbCnWYuzTgNWKirIBFSCIQpoCEQpyOkgEsR5xzeQdc4fOM4uWxgyRykT/Pi/FA+uAiLMO6l/LKUdYpsUg7pfEA+VvbyI0vwPzO6ki91JWZ74QVr+U6kyjLLc/PhWX32ngpSfd+ZsFBuq5Re6lBklvP2LqQUZulfq/e3faxPdkGRQT8MpPmXO88K8PD0+84rVzxWqo771LVn43z2ovOPdL5+2bvn7yu/nMsk72kJvvXEMWUeI+v1qIKkbIKs8n3WYVUJ02RJErrOKA6iNdB7yUZ+M9abnKuAo0QpxJhm0EWkZoNHWSSsyrJ10f+rTLpss82lJZBol1X0aO6vIkeWua1QWU5zH5l+YE8p/1XdRTUnJHvU24s+z2PipHKo+j9v8GjxmkefvY9foDCNl3AqwWVXMgspOE+juVAm3rtISqcqS8+PckdRHJaKQFEqzp6RAQWKV0qKZ1iPKrROc7iRgiY0YopiVn7qOC81mfqKOf3zsi0lesn4TWYksaSIXz5EgBRifV6sTTdS6LKqXSGiztK4ebdMWVmya01on/2n0hTQrB/ZYshcB94hcRbMrY+sDkYc7mZloHRr5mdKsXAdCS4ZaCEZuCgdpKjNdOeQVELVqJquiKBRGZkgZrQ3ZqWs8Puk3OcpVc8jFQcZ0DKy7jxXcx+kGKgo6xlniI16yqBSTJGgZq9aNevFhuZre4tHmilzmVtfUwbBc195wedwPoACMpvX1hx3qlmhimprI44TyQmu8TjvkZgBNWeWXLvHhkRTgBhxbYNzPqPoIXcSdNrbrCo7v5g7t4H03tqkUlNJLsnl58Plw1Ho/y6XvjNPkpQn7NJzJQd6UnY3zUh85WnUEq5jgzg7A84hbp7Z9vW+vasCSMi80uuZ6rB4xfpoO5wyIOwyp5p9NXsPmSeSPUgTC2eUDHjJ+Y6tWPiBeDmvq7kk1utEvBHljwMphQpMCMwZKATCZOEfUaXWt3h9xBjxztP4prYDZqL4JSgx9ycggdKYulaXaz6mavnxYu1MGq1X6+le9snJ+gE16zYFVEpM0wgbGwnR8keQqLgmWXK0Mm6lfiJG2g/VW8O+UmACZ2EitSrRFJdUCM/PTiylxmmxkDUQSL5ODl1mxmTev5YAooVHCs5nMs7FeVfB6sX1yzDmx6WcTcKSYEg1EdNEImZvBmccQ5jwVAQcZc4sWca9Anp5v/XOzdhY9lyxxlsWPxGf50KqmTxLu+17V39Pio3JMkSbAm79xfU0WK3XPH/xglcvX/Ds+hkff/IRz68v6RtP1za0bQNdx2q3Q7wZbdquw3UtU0rcfvuaIUWSWxOmYp1tadZrvG9RFaQxQChFxUXom440BiSMmEXYPERaHJ6OLVum3YnXr/fc37zl3e2XvL35mndv38AAw36C0HC837N/eweT7XE44dVvfcpp3LO/f0vUgFwIemfsGOuLDiVy2O8Zjkf2N0eePb8wRWECbTvaRkADp3FAIzzrrhnuT+zDnvvDkVFhuD/Qucjbb+65fn5ktbmgbzratuNie8Vm44lDYNVvcClxsV2zWW0Y93dcP7uibzuOdzecjgdCtK3s1UefkFSMY2g10W639KuVrX7Xo41HUrFsW6j+/hgsW9pGub05EAJc7LZsVytUlcPhjttTQpsNq90K8R39DkY9Mt6MKIm16/Ddhq4LIBPiG7a7Z7g8XjEq93cHtrsdKVi2181mzXq9IenIetXTdx1d0xBizMkIHK1vSD5wVKFbrek3G67aC15eXZLCCZkO/Ou/+SNimmg/T7y99kxhpPMNMUzc7G+5fXNEosP7FeudI/Q3fPzqFX/yk5/Z+m3AbRr67YbddmtzKo4QBqbjnmk4QRwhy2oujea5nRwSHeu2w3ee0+hIAcQ7YkqM03/Li/JXtHjv6XMo+pmiRPl9KU+ZclxP9T8H8fFMySY7A4hZOpOkxdm6LL/8i0XkjF/2rA664EJanKPlbKvy00KXcb5KZ2fPKa2a+S9/6ap+QMmoTwFyFn1UZLGza5/orxoySO735TVLVElyQp4HXacUmoB8iy6MdMu3V4FWqEDhd4JHJdmR4rJBTiSDGcU72TcWIZLHJsVInCIhRlL2VHW+oWsamkViF/OYt9D6pmko0QgpRVzJDiuz44FXk9VSmNu17CupTi3Z5KWgNZnV3NKl3AJl2GadoiSMkWwgq6CUKgGhyZzEhkukHOLGma6Tn1BE5Ar+OSBpAWQf3vH+8uHgUa7sQ9RSU8wi8Cz+srjmjHRTNSv5Ty32J1+Zf8l/LYVizdwjs26cL9X5+jKIS/Qtzb+7zlf+n2KphrIulhb+J+paQtPSeZ3crHWer0fVeXIlA87m0Ial11GJF06UWE/DwSKLVmDE2OQMbXkTSxamUS5yTolBiSExLTwAYlxudIV7QmtGAXt/zr+VF6Cq5r6K9b4CGqaFtVfEPGNImY9IoCg/kkPkxElNg24ZqTLwFYW2cbkZc+YoJ+BrsnkxYj1HdYv3JIpJRFzm9clhR5oUjdY/gwYglBbXBaROiVh4TSvtg6lmAFqZsSnpPN+0WAalzpcyx2L2zCgkakDNOrV0Q8wDZUClmgA5h1pmxSmlSqhe0GWSIemEYGSnIRKz9a2QSmp2RSyhfc43+MyLMy+pJbJdvGOoY/KQFPxXsfzf/i//C378ybO8X1gAkstz0uzXQgyBaRrxrSe5FY0I3rtqkSjbcDlMlttgPRqWB/QTe8ZsUZn3ApFcE3ms6JZwHcQh3ix0BeNbkjsL2ciVvX6KB0gphd/pO5Xp6POB46nZ3RCcM8JR32Y/x2g8RtMYaBpPiHOmNMtOaJkSfbHkaCG+ziEUxUOJtnagLvdGdNFuyOhCBjOKJ4tQHXQzoGReKZkHzHsj5A9m16xT2IGqp/FCSAMaJzuPNG+MLSg+z/mYs4e5CoeICC45SkRclpMzBZKCT9Qv62G5BHLIQFNG+pZj5ObxZCG0CU3muJv31xlMkQwQzmftfMYoSQMhTkzmCmIZmPKeW+asEZd/fzFbS467F2j8wjAgc/3s2rOYtPJpbrPHCTSFlNJpfbaiMJZ+I2+9ejY/nPNUmE1ycgsRooJ4j0uRTMT4awF8/1lL33ZcXuy4vLzgo1fXXF5esN1ujaenbei6hhQTgZSVwxXNaoVfdXTimIKFPr093BFCgAR9u8I3LU1SVB0pqGUiLBxfmkjTYITHJbS98fR9Z+fv7cDNzVuTGY+ReIJNu+Pyswsu+h2d9Ny8uyMdFQL4tuGz3/ktVpuO199+SdubJy6j8qOPP+ZufcsnH39M7xviOBLv73FT4nc/+4h4PxFvlaMoF5fKet2yanvuwh2v3+wtO2Szwoljt9rQver52ddfs9td8OLFS66vXtDScXh3JIljt77k+vMX9E2HU2E6HditGtYe3hxO6AS+gWdX1wyrDa/f3HIcDrz8/Ee0u2ua7Q7nm3p2TKeJ5BtMBTJjjhOP956kFqpxfxigWeN8xylGNr7ncLjjqzd7Pv/8RxCOHA8HYruibxtSSuyun/PsakfXKpqOHAcjrw9TZL3e0rmG02kghMjHH/2Iq2eXvP5mzxQitze3pORwvqPvW16+fE7Xd9wf7iotQYgT4zTwzZsbnj27ICTJXuaOcVLC6cDbm7cMp4GPrq/4eLPl5u6Ot3d3nN7dob4jKaQJWtdyeXHF0ARevLzi/v6eN/vApAG8GRpWncf7nrZxxEnwKCFFhMim7+g7j9cAURHX4vyKrulQVabVCtc4TuPE4e4Ipx/Qoz9L+bf/7f8x//v/3X8wG0eL7FFwE13IOwpJdGHuYAYdFmDGB5VyJtYEGJjPgUtGRPyBj1G1EKWmef9Z9/isMMlqJp2ePdZlIb/xQJa3zGxZVqtE1dng83TtmB8VF+dcc1an9/vsPHrcd+Jm5W559OlTz32PvFjPZ53fV5NpZPkjf+fqLRY9kR7080OPMAMHC0hjAz4zOi7vc9l4FOcs0zGRxoBvW9MxpSWFRBhHxmFCRLhYXbI/HRBnmTe9b3N2bdPLS8Ku6hSjMA4jvs24gDuXK1JJ9lTkejRnO/cU7+zSvUs5pvx7HpMZqyhynNVpAfSo6dBgGX7nwcyeU6WndO7LyvVbWiUlYkrOdbv8DC9yhml8V/klsq2VMIAKC1nn6cLtTnVW4oXF4imAyLLFzJOwPO+hp/6T9VgqZ5r/L0AP8wJPCYmR0KwrKTMVfsgZxmIgkUiZsK84UDqEEoZQlOplXfUMXHhQv8WmcqY4LCZOTNHc7d7Xwoxyd31HDJMtulS8fqwdjpQ3V7VnLa31mghhyhwlWFsko6pFqM4IedkMaygaOmdwysOy3BBSzhC2zFZVQZ16VNhcCLHMjTJWVdOqqeRdneA5FKZ1pMkWoSsbcVbCCulYgtp/IsZ34RxEBefDImuT7V6poaZNtzlsileps70mp7yvSpyjZpBbIOZaQuOceYAUz52i1aclh4qLObzR4cQTowkvCWbkWbCxzLPBVNWygeZ21ImdNwJRUpJZscrAgUBOmQzDlDfkTKztGo96P8/Ph2WxhrV8oGc64a9sSdF4N8q8904XqrunsLVAOfS0jrmrFhYDecI4Wx+sf7SSVy/7tnooPllM4JCHgJEUIUHP9pcSKnX2bykHRfmMxcHDfADIU4LRdxdZeDoVr7w0lQo5vG9xviXFQNt0DMOA94L3nrZr0NQQgoEvNazvQd0hQFaS5k07WAy6GkitREQMDEtJWMVircuKalJitL1bo5r3VuXTdwgRND6xzwrrpiGNJ8YMiAjgk6dJAytv7stRFZctVGXMiD5T88wAhZglY0bySntUM51U5jor226txsJokHwVTtxDQEfPBWURJYZoClbtU9tXU1by0kKgdSKzp8+iD5z3tI1nCkpMoV5roQFWlzhFhmlkmk7gFOd9BnDyvPIJn4xM3Cxedr5VT7kquHxYce2craRw5D2qeZnsAJSMKxY29MtYzn4dy/byGb/5m7/Bb/72F3zxxY/45KMXbFZr1tuepIEh5B4TA2NxNg9oGyPO9g3Oe158+il4GA5HxmlkOI5MQ+RuPNB3iubzR9QRJ2UaE9M0oTHiiEDCiXEdTdNk2GrYISEynY68uLrm5ctL7vfv+OrLn9C5nr/2V/4av/j5V/xx+gljFFb9inAM/OEf/CGalKtPL/n484/46NVzNt2K+7t71qs143Fg/+6eKYJ4pW9b3r254aOrDY1veXc48dVP3tKJ4ESZgM6vuH7+gq7rUIUwRoZTouk6Vu2K4+HE3f2Rw2nEdx2Nb/nt3/2C3RbCxYmp6ehbkJiz00YQ9aQopNjStlv2xxPQ0K7WxORIU6Trhc12w37IWR9di0jK+7QiXmidZWALcSQlj6JMMfH1zQFFWT97yev7AQ2ObnvNbrNFxiMXz1umYU/TOWAixJFxSDQ+Eb/6Ge1qTb/bcXHlaZuO1WrL62/ueP3NHSINb1/f8fWXN8YFp8qqbZCLLRonjsNAiJbxczpNuHZNs9oyJeE4JHQM3N0dOO7v+dOffMnxEFhtdlxcrBHfoMBwHBjSgSQt/qKju1xx/XKLU8+7+7echltSn3Bi2eeapmWz2bBZGfjYiDfeo9SSgtIINKJcX2zMsyAKGgUviUkjF9sO3/Z0wwAxMo0ndNCHuP0P5QOKHWkPw+Xts0J10bQNaJoVZykAzOIcKN4q37dLixnizYZVlOFchw8+Tc5LCCEbuKxeZ3WC93gdzR7gVTYrcnk27J2nQn+fVmd/P4WfzeDDUj6ajUWIVGDJLYxuj58+68Rylib2z1rOF4qpK09nltM4e0Sft4Ozz92DxldZWpytX511nAocLTOG5+LbljiNhDHgvXkJiQi+ba0fppEpTMSYalY2n435l7sLa11MxDDhnBnUChXDuVe8o2lakHPguc4ZZ173Meu64nOoW06UVEA00+FnHuOHwJHpl+nxdw8gEtMFnEUcpYK/ZN2x0ghInatndV2ARzBHI6WMAagu9OQPKB8MHqUzLTIL8OS4VIEa21qtrYvQhNKIShBhz1AWija1reebwxkYU35d8ixpfZKGWDGbIohXICHl6wpBrOZwscxDU9C9MzdCBfLETSVVcn1tqgukgGczIFt4lMpEYaGQKiUlHvXzeeFLBmskP79k8FIwWS+/vrrrkcORFgvLUhVnMrCyCalaW8juQDqT6lq9EilYau0lADKjmFbHsiicc7nXnQE5hXSzTFvVDMoV4LC0WecDQWawzjlv1gSdeSsKWVkBoxBIrqnob/HsIXMDNI3PAOJMbptIGYX2mRVfQD2uMFMv5lQBxTTmusrC1XCJGNbJupipZZOAmg1PkqDO1op6JSQLn1taamyP90DMfVAj++r8QXMIpVAzBFCUV+ez4mTXF04nnHsE9IrIIny8gIjmKm8pVrPmXdyCF/f+KhdNmf/LecTlbGqUtOU2js45JHP3mKdYQf/nvcJlwadm4YKz/eIhaWNaTrBSlwXYMxP8LZ714DkPbS7vw4F0nrI2rnX+5D3KlSH9gPGUPAkfSjkViDJPJs0x/c5bP9oBbBnLnCt7X/ZCedBvpXYzcDRb3eZ2Fw+bDKinhfB29pyQD20hhomUTgjO0qlqyus6P1VBxBMTpGh8KiXcL0VHSp7YjFQpT6gk9iLUML7i3VK7sy2DsGijJJB4VtMzo8Jy/3Hm3SjJVw9QyGCOnz3OykBI5dzL3nFZEFjy+9XufAA+ln237tPVuJKfh1mfwjSimm0UfspnvoH+3veZeD9vVmkGjkRYZH0rBN92bVIDxs2TQbJgNQvjrileXt8v+9awYA8uGuCZsoxxZuX7C1T6vmOz3bDb7VhvNrSrnu3ljr61va/rWpq2NVd97+hWPf1mQ9utwDcksfMr4li1ir9YsdaecBE43J949809JE/ftGiKHI8DcQJJDtSI6Dc1Y6dnmCKcJlSV7XZFCj3TSQnHCZkiLii967mbbrjL6e636y1hl5jGifubfTVsnfYnNv2a3/jix5ASu4sNDuHtt2+5iRP7/b1536y3+MYzTQPr9YorWQGJm+OIAz5/dY1K4DTeo27HerPj6nqNusDL5zu+vr3l9jSx3m7pNxsa17JZrXj9i6843d8yDSfbXifBpdGA5hAJ08Rme8Hls5d8ttpwdxz5B/+/f8z4x1/hVjs2z15w+epjrgNsr1+ZfOOLGFiy4yqubXGZ99CbqwWBzCPtcnILBXUCvkGcI/mOZu1o247GB4QR5xLoyOXVlq9+8TNW2wtW6w1EJZwmjvuJ02myMDp1oJ7jcWCKifV6TdTIzd0N43jM4cLKGEZugGevXtJ2DYfDnqNGwjRy2B+IQ0ClZbVtuNvvGcPI8Xjk7t2B4U5JTqGN9Jeermu4vLxAtCWliBflFz//mrbpuLy4YN13XPSRzz6+5Kdfv6NxQNvgUkvUSEojx+OJvmkgZdDCC5oiYTjRrbd0jSDJM7Se1ntG+SHb2p+pmCgBLKTeReZtOx/nhBGiWnlhXZazdPGMWSCRhVJ8vucXo3E9xvIhXMGfs2+/q5hx5X3nwdIb5Gn5agaQqh5Tn1zucWfn7CMvdJ1rOp9Ns/Zb5bb61NmAOMcCCLGGumu5E5cBnSrv5yzAZ55LVT5YDsKfochs6F58yFnkBaWLigzwAe9TYxSlPL2GAeosP9R+VOIwIKo0rXkPSeZvjePA6XSyO1yLkjMre49r2/zMLP84MRFNBK85omTBqSmS2XQbbxkcF2Oy7H8Rh/h0Pn+U8/l2ho1QLzT9sox3niPfI7c4zHlBxZwNQtJZ85bzOXw+rx50ecEelEdr7EPKL8F5NC/VjG9Q3LJs4jx+4dJLaJkOu3ybFt43uujXatnM3hnW58YxU5jN6wAvGm16cxaCy4Su0IvOvy97S1NG4JaLuXxn16VCwlVEbgFNS6+S8i6rTcrp7JfPqwBSfudCxK/gTYkJrWBYbbvmRb9sdG3A2eLS3K8xxkpKDaW/5glfKmDVmgGSJA/c2RalKCpL9N6JUvIpLxHT2SsiLTatPAZZ4RYy60c5EPI8co1gRLf5WQLqzEuh1LdyOBUdzrkZ76Ds8fmQyW11TjATfMI/AI9S2VRzPyUSXryBbxnF19r38y/KPBcrwFqAQjVlTpzN3ZL5bVn0bBwsJKR6RNU3CSlGVCTzi1hmtnk/KhNF8sFROGoyiFBATlc2Ekf1VnDFzcA2pHqgk8mAP3Aj+e9yqYBtmZl2SuTvZsFHvNQ9DUypjXldptofbZ5HlJN6nl919S4e/J76lIx7RWgqB1qtVPaWKqlDKa87m3eL/SlqDgmdOYkoR0q5/5cdy6LYl7mUnzuD5ou9L8/3Ag6IE8uCkSe4y16H5p1SQtlsLj4VxlW6gbpv5JdXsANLwlTXcSCq5HAZs+QbeGQcO9YPuR0JHMbFFGqWSDEFCkF1RGgysJK9PPNasTCpPHa1QzAiMpcJ6AufXSok0kpBqPSsdQshtAApAqqzgpNcAYiXEgGzoFr20nx+PpxygswGnlwKcfxDge/x4Od9SMqsNq9LJZHSuBByMpiP0DhPLMTZZ8ajee+Ok1hocjUmzMJ0ASRLuLR9/12uArnfyngU0O8vYuk7ur6n71ua1owsIaVCD2JzxDtLga6JTdvT9B3i25ohTbH5pgoxjXjfZKFeabuG9bbHOQv3D8EACnWWidEyPRamLBvTrlFkZQaZhgQaWHXegIXjCd8mdts1714LP//6NSpCg2PVtGgInE5jbV7XNGzXa64uLoga2WwyB9DdPYIyhYlxsHkpwUhVQwz0XcuFrjgOE+ttz49+/Alv3rwlaSRqQrxnvV3zWf8xnUTevvuWTTfQxwPtqeV69YyPt5eMw0CYIn3bsmo9nsD9uwOn/YEo0Pqe9bYF1xHUMUZhe/2Kzz7+DN+tWF1c0u0uSL6pZNi2BhPFfxsVNLUkybx7AiqWMCVmmaeA+yIOFc+UBGgsU232GhWN0LS0/ZopKuvdFSEJh+OEx7zGbt69493bO/rVlr7tswwHTVQ2qxXDNCApQoyZEkEhJkYc1xeX7C7WfPOTn7C/uyHFiRRG4nDi8vlzjvs77g9Hbm/2DPuJ4ZSIAh99+opTnHBtgwDTOLLqhdZ3XF5ekkKi73p22y2NEzon7LYdz9aeQ4yMMRAa661pSJxCZIiBGBKN7+nanpCShZr4Fu0ahISX0r//qhflr0vJ58GZCJFlnywPOZjDr6UcU7Nx/Sy0a2HAWOjblJuLQWr2TC4XClSDxIeVc71TFp99SKsXOhMLQKc+U6sR4+yh2lSdsngqlUbO59m5NGB9lg9zU5rqO8+yoz6YxJYaB8Qve3N5DppeUDNqPTofP7w3yzl9xlO00EVnHbO897ufbSDX4+Qgy3/XN2QddZomusbjux6igU6iFuJeMnv2623OIm1zyTs/OxvA4qyzN5S+lwfjPUeFZEyi8hPP7bcAIE+Ndin9tOjmike4ed7PKr0+HpLFK54uNqYpGZi0dFaBHElT5PEydx/1PRV7mJWWDy8fDB65DI7Ig8/E2c9UhL5aM+YFkxU2ycJgEb41alXiYDFlikYdM5pXmaYVUoEQzjcD21Nc0cINiGAx2Dnd+dxJqQr5lIP7QUkpE0vn0A0DPkzxNoZ1s7AnOVfSCklzqWZdaGXzLL/X2TP/Lot/FzzDQpgKEsssUFd+mmydx/pHk56DR7oMzSoLYw7bSqVqqjV1/Fmp7bPDoYZsKEZEq8U9T6sCU7yr6pgu91WV7DklObtaviATsTqvOWRhwaOR518J9zIydjvQSohQGfpKLn2mrOVQnKzUmmt9eTeIFjfAnC5cbTOWZBxBsxuo1PlbDsTlPKcqlVrro0mrcpjOlGQjuS23WsY8658SGqNYP0c1EE4lK+Z1mHRuR1bo6yzLgJB4B95Vj7GifJbBMSeTEnMrVI4qhH615rf+xl/jj/7RP+FXtZR9XOazjfl4e7xD5+0/Cy4JTTZPVcHnA7rKC8jj9aKPN+qHL6hCyfLeqsxnsN2JKYFZmFh6n2gGabQcmiGH5dU9pghJ8+EuLEGEZQ0f11aTVlfbUrcahuwWc6vGWnMmJBloYQpPJezKgEHK+5f3Zc8sKVgzZ1uavXXKdp3Knq4pc5ilrEDZ4MYQashWrkANxRK0EnWXTnTizMMnp3tNWjibGpJOltIhqdXZGV8YzuPc8sjMnZmMrJmGsuBrqtfqUZD3l3NZqpxNQHJVaEwLFFxUzjmxBFApjofvLUuh3RUhPz+gpmZfrvuFMHQ2D8qed/4pKc1u3CI+ez85U0xzf5bHlec7DNSOC9l5KUABGQvUGcDN/TQL67Ngafshmd9pYdh6f7f8epfNhsvrZ1w9u2J3saPre/NUDRNK9taOEQ9ISkwpwRQJOpKmSBJwTUPXdQZIn450bYdzjhAs02K/6oxHcZpIGi3FMcqUQpVRfDZYTTGi0UjPpwD3p7eMp1uaJrFeOWSEKY6WTStFhMRwCqQp0oqgTUuQY21e3zWmNIjQr3q830BK3Ow2rLdr+rueGIzni5jYXGw57U+2jzaOi03LxdWW9WbF+rRGFTabNbuLHevNms3qEg0H7t5+y6qfcDrgRuWy7dg1B06caNfOiKTbBpIyxkj6+U85ThOrTeJ4igROTHri3f2Rl598zm/93u/h2o4ojlNU9mPmU3MlOYAZHmwGO0gnCgcSYsBHcmo5FcoZLw4D4x1jUDyOxhWi/YhGMwR53zKOJ3y74nAaSTHQNZ5GHKcpMIZIY5ufhbG2LY1XmkaYRpOfDXTJABLQrTdcXD/n008/4nh3T4gBjRMpdNxPE8+eX9P3Hbc3b9nvj5zubK9YvVjx6rOX3B2PnE4DMQTG4UTjGlwj9F3Lq1fPaX1D4xucwrprEJR1C/RCq0J0HiKcdCRGB2peAZICaTySQsKliXE4WRg1ZJqDH+LV/uXK0xrtuVGqGJZmTaPcdb6Hz/dkSXo+C7IuN6tImvUgqRu8Vhn8TKh7UK/yvvlYEzmv71Jp/y5d/WEbyfqHiSVF5tbaIFGf9cUZGNB6zj2ubwUvisFFliDR0/1e21CSoxQqEaQ6Isy1kgXO82c7IZe10CyPFU+mAkDMpOL5nQ9q8VQ7qqNBthgZoKRPUi6pmqHCdR003kDrnCU8Ze9n37Y0fU/1OlpSn4gsEpgsZNrcuKJN1UAqUub0K6Q2CwljMXkke18/6rBFKeO7xANUwfwTtOrC+uDZZ/22/Dyvj2IENE7XPN+znqvRnGMK3eZS/Nfy35nTx4eXDweP3MLtry7wPDk0gZRwqIeLpda0iHvWONMZ5o1hocbFEOxRJaNajFVJW+i89R11k1i4yJc14iUSM9BhQ5sFdk0Qs8KRYrbymKJTPIymacwW5EVbihVY1UibdVYgiwJvHCs5TjMDG0uk3aqYQ+bAXG4Xk6osBFG1TChlluRGqaacia1sC9lynxTjCmEmsdbSXqnZvVhs7lU5yD+TJvySWLdMxoXCXPqajMpWpXUxP0RzeNDZppvBOvWINIYGS6pKn3FRGbFaIZ0rr1uCacu1W5WU/PqUZr6PVEZSxNwahdlTonAXlfaJxRWXFz6OE5W5m1Rtc8/CuKU2L/1Qn2B1LGs+lY0r1TlrfClmgbMU1kZkq2mGmAqYtFSm5qUueY7Z764o+E4qMfn8x80eDBoRLEPRWfauhcJX1sD26op/63/zv/yVBo8WGmothcBZpcT9Gl9MIdQWHI0va1tKHOGjZ8iD+V1f94Hb8Ky8M68fzM22evlBPfhTXmclFLc8IyXFN64qI7mC1CMiWdYUW0BPHXJzfUuGrhQ1ZzLLO5eCVBfpxX4ss5BwxvuU3YJL/zqWc1fROBow6zDOtmScKZoiuDYLJwa8CAWIKS0y92LnPQkjix/HESPONm8bTRFESeTQTsQEEgeWhich2PsM8LewD8KE80oYLezWewc05q3UNYtz3A4AjWMWbmfvoupVgwFLSTEF+YHwisTs1i+V001zyHIpKSvWQBWoZCE81zSvuW8rL1SdS1koqeeRK1sHSspn+yxclQam2ufVBpyfWCtgVXKuhlGnvI+TymlvyRG884D1XXJHCkdhOThtPypCKbMFO0ExkogUD6zirZQIzs+cE98H2v46FxFku+GTzz7hk88/5dXHr9jttozDkTEG1EnOhBprNs/jMDCmhGsiKsa257vGgLgE7I+M7WTZ8VIxokGYYvW8dt7jxIxbKYcHC5jnS5qIU2AcE/d3nsP+W0I60bXK1bOeTVzzi1+85Zuvv2Qcjnzxxaf80R/9jGkY6buGvvWEcc8t4B30nUc0Mo5HNrtL+r5DkvLs6oLDR89RjbSdZzyeGGVid3HB8XBkvz/gm5bNxZrNes2bt29pu46+X/Pyo4+5fv4SEWW77nh5/Yr9uzcMhz0hTDU75ThNbNs73HqHNs5CIpoNz1/9mJsvf8797S2jeu6OAZmOTFG5ubvj8tUnxtvVO+6OI3eHE9q0dE0wADjNwK6Bug4vA52sgUCUCM7Ix6PL+xeW8kHVkRSmkHBNA64xS7lOKBbCmbICdRwTIUAMiRCha5RmtWa9gzAlhtNAGGMO+zU5cpqGLBNl+VItk+2z58958dHH/Pg3vsCJcrq/Q8PEzbvX/PRP/oRnz6948fErfvIv/pDD/QnXRRrvefHqGt941que4XgihQF0ZDpF3Ar61rPdbtAYidOE857ddk2YTmgyD7LWCxpa0jRBMnDSNx0pBIbDwOl4Q0qwEjjE0a4Ty4jri5L6Q/ng8uzZFVdXl/lfs3a1NE6ZXJ7lfS3halJsIVVJK6eUFqNyVaLnMOf8qDM5YsZkirk76z0u8dSOfwZeyVOf5+e9T0F/TzE5R+q9mpPs5A9q7R7fNz/7PJSp6BicyQUPlfqH4f7vK+dh//PzS5yLKzV8kNHsaZbA83ee6Ry5jmd40KO+ZJZBlk4ETzy7KHGykG1xYt7qUKlnii7nGvOM1RCZhjEbDu2atm1ZbzYoUiODTD1NVQebDbczx+0T062OR0rLeZMjPrLsZHJOrIN4Ri+wmLf1fYUWYAnV5PlRjPjAmbOF3Vu7EvITkNk7dVnfZRtc5kFxuhjDqkeUvmXud55aF0+XXyJsrQiqZfhtZ4gpu7WXUI4HxWTc2aJeFR4W3kxalstcUlyQFWcBVkTw4nCNm7mi1UAAV7eVPCxJ6z1FcEZLeIRCiqQUzEMoBQOYWCw0FcbTidmeaRuHbzIIU4RqebAUpNRdq/IWaxq8xQBrAoyjqYBkzs2CMTndHsEmp3kVze0KYWJpSbE2GhCTwpI/xOpelOTy7yWnjQPUmaAvorimeDsUIT1fmUGwQi5tvjs2CQ13M3doAnhpaZ1YZoy8OJIav1TTZMuSQKrKaDpLDeldg3NaJ3xSGzr/gPS5ejJEtexzMM+bDKqUkArIIZFq1m9LCpffUD0FyJaEx+ztuvzb8rcbWJeSeTM5j3P5/YJlNvMG5qRowrUXXymFnCvulGWjWxANLpztKmdX9qwzElnNqSMLOHQ2BXHeEYsii9VVcmpzca2BoJkvSXBZeVgeCItd6X1ZF34FSuPdeVsKeJh/r6CuzqujhnFCHhsHTWNz/jv45GbuqQ8nnSvveVrsKBt5iVfP0I+ChlSBpBhzeFWUEnpPQQcSZd/DeHneU5JaiFfJXFYOWzWCKBAsJKJwsIWJFDLJcs6uuKyzc/P6Kes11TMknX+XTNCwtZz3znC0vUiUJo/ZNCR80+A6CzHTkMw7EGeZo8aAqmWJct5VgnrfCKoNeI/D+M40abZUBVKczLMCwQ1Cqy34nikEyyymRgSauoiPXRWYlRyqGiNIwqV2MWYW7lpm3pTG0uIqBOUP8vhHlJblkVysZkt3aOL8XR450JLxwx4oonkfKt5ytq+kmGYwmQxkRyM61Qy6z0+xPS5kL1rN2TjVWV2WBgYn3rKULNZQsYZVo4iW1kMK2ehAPoay7KCLtrl8j1ZOxXjWt8Xjs3jGFXDfwuP/gvkYiCCrnvVmzdX1FZdXl2y3G/uz6VmtOrq+wzVC1xkZsTjH8TTQdit816E5ZDmpcjiccOLZNZ2tqylRgnLDNBIjePW0jYG3SoTJsmClYLxCzilNB75paDslRQHpOB4PDNOB4db4cE7DPaIT3sHf+tt/k816x83NHTFN3O9vuD18CcD1NXz26RVXz9ZERsYwMIUBgqNfrXj27JI4jZAiN3ltI7DZbXj9+p7DceCyEw7HE1//7Ft++7d/k08++4RPP/+Y9eaCb7/+im+/veV3fvtv4duG0ziYV0wrvLu54fL6JU0XWDvBtQ3qO6Tt6TZbvvgf/nt8/foN+/sDqW3p+x4XBvSf/X/4h//gH/NP/vkfc/HqFVcvX7F79szS1mdgxjce8SaLuGzQcC7hyXyVGoCI80qTHNGBcTY6hsnW77praLNHZDG62t6W93FxdNsL2qiM48hwPHG4OzANE+MY0JAYx4m7mzsO+yOoZu+ujrbtLEIgGSjQiKPZ7RDvOQ4jv/fX/wZXlxtSDPzsJ3/KerPlxYtLDve33L57x/5wpN2cuLrasdvteP31a7YXW/quRURJITK5xMavQYRpnIhhMoOqU0IYEFL2+DVpNSTYDydimLjYrgghcjydEAJdLwyDEiM86yZWzQDO08RIaGH/YXrRDyWX/+A/+Pf5H/2b/4MsK82f12yfzMpx1Ghzs15DEWDNCJ5l9SWiszTSLp5OCtNs9M20GCSZOWs/EAVcGvLc4sya9Rr7zssyNHzx/BoyA3MHlO8cupD1akucGIG+zPfOBmN3pk8toxbSA6PReTuK9jHXpVxZgLol3UgForRwAhcfQmekF4WQ2hkAIo+686HeU35//K9i9FqWucvOQ+Nno9fyKc6MR0U1LV94B2liGsfMoWV8mv1qRRwnTscT4zCYd7ZzRpzddzTdimkI+b3xgUPQQieslDv6YCwetxtyj1exrRjVcoKSAoCJoQjvKxY6OOtZWqaazMbDCsi+B1CZIUfO9L4zpFSX9Sl11oofFO//El5XPOUB9ANJsz+cMLscRrO0a2CKNCbkpSnzgsyos5NZgSicOyo6u3ctLNbLftLFAM9fFDXYDjJ1GTiIJiQkEdxC+SgKt3MWolTDL7IVRVOyGO1pIqY80XReRA5hHEcKt4eQlciUU9UXF8G8eqRktXLCEIYFAz9Zm88rY3ZFyYDFHKsYY9kQUgYllFjSN9Z2kbMbRGLNBrbg00jFcu8pMfRVO4XaN2CCfXFpM64JIUlnZJpO8vsXZKp5TMRlK3ze8GKYTCHIYYFl3FK1QhTXQOu3pjGvI0RxqjUkaOlJ4aq1mro4k5M6N+aMMS7zCtl8ct4EYFLEpaKklHAbV5Horm3zIjKvgBLSX7pKqj78GNQ0cGdenCJG9i0CMdi4AJZdKWYPF+8IcZrPYLX+tXbMgJg0mZ8lzeuozP7ilmieEFjIoHjIHjTL1KmCWkY753FNY5ZJKT41yxWVf8sKagEoFts9v8rl//5//ffZbFbEtjPgMavpJFi3JuikbJFoclaYlIHOlIq1zADuEsxXDpunijKv5+8qth0+kXGtfF8OMj2ffxWEdi57umDccECI0VIW53XtfMn64OfQ3++rV1nveR2LX3CZ1TU6Z8GKOQap7H01NBKYxhkIn2HaBJJynQu7W6JmLbSH1lM1EQkC4rO7cQj4psEsnRPj6Yg48DLSyIkYJzQJU2ytP4A2FbfeRJMMgApTASMiKgb0aEqMpwNRG5pmMoHGiXmRSqSJHTEeFn1VfsugLg9SQWvxCgSNE+VMs+Njnj9lnxHX4OThI7QmKXg4V5JGO/90vraUGGMWtrJHULQ0tJLnhYU9SlZWnYXDFhLwLFyEOJFSIE6lj4qAqhVsdZJDCfVcmIXHa0RzHX27yB6n+UyKCwFZsxXbCa0vrmINw2kASjiDXVNmlWMWogto9T7uvl+n4lcrtp9+ym988QV/9+/8bT797BOePbuk63sTO+KA7zy+a/DOgMTGe9quZ7vZ0m62ON+YJ4sIU4gM40jbNFyiDMcjYYhMaSKpsupWSJ8587AwqeF0JIwTqCkmKUVISusF30DvG5xfs5169gd4d6fc3b5jf3fLMJwAxTdC1zf8tb/5l5lCNjjJxD/4r3b8vf/oP+b58zV9p7x7/TXv3r3h+YsXNN7x9t0NjbTc3+25u91zOp5w3rE/ndhtA/f3e7YXHdvdBV2/skWbwdOubRjHkf3hNV/+4mvub9/x8uWON2/f4duGF5cv6PuWruvZH0f6nbKSFtes0W6D+hXqWjbbNZdTYNVvaZqGtmsJKfHu899jczxYmNfVJf12g/jevCrRzMOTwU/AS6Lxed9OwQhhxeayd4I4xYkn5Ohe762/Q0rEFOhcIAx3pHFPSkdUR9BAnzzd9UvGcSLc3zPcH7m93RMm26+GYWA6jUi0PeW4P3IaTmy6jrZvaTtPPEy0TcvzTz7l+NELfvd3f4f7+zsOw0A/9TSNx/crnr18yW/+1o/5g3/2z9hdPuPZ9Z7Dfs92t6Vf9zQ3txzvD7z86CWrdcfhdG+GUIXtdoNDSZMRYHedkbw3CmMl0LUzaBwH9oc7ZL1iGk1+b9oe8+MeuN9HXLvCdytiymyEvmXlJ04fbtv5oTwoVX9YKrdZRvGNx3uXDRN2rpNlJUlCLHqjziZ5LTyEC9CggiuLw9BAmqwXlgQRWrJ+fl99C7fYfCbNHqzvu2/+3ULei3HkIUDzEByxz2agKkM3snxeCS8r70pnz6htOtN/v7ukNNdN4UFyp/K5JcUxHp/FInBAiuYQgVjI3feAWPbSLMM5nqy/W7z7yfvrtRmIdN50mBgJIRggLtCvujmbm8DpeGQ6DjjX0HerKuus12vjQcIeV3skN8Vl2cZ0dXm/DP+ojhXhmR/2qA1PPIclOX/Wr1VMe1VzeEh1Ldkd5xQoD99xDtZCBqPq++fvl2BYwTYouMjDOSxGPZNy9l/9QF3hg8EjTYb6Z2P9GfpVr6mNN6UeUQrLDrlxIlqFulmEPEe1JU9Ie0/2AjFkJHdG+ZPR2uz+E3JmNMOXCoCUwyE0AzJ5IkhKpDCRksVMphDOAR+VmvRGJdMZqqNp+2xJTbm9ZX0EJs3ueQXQQfNmaaCRls7LjdBlWFlu+azMQw2lKm0pfSAJsjdTUfTikp+kbIrq7NoM9JWsQ1aN5diJkWTm64gesuLs87im/NM2em/EXyr4zAkinkp2KlhYmFJSO59vZDW4MJnlvvAzoQbaIYWfqVidM3glhYSuZL7KZGhe8CUky1vqzJh8BRKLsl0UMC+Otm2IOaPQmPmpytmgUGNgIxjQGO0g9G2DFOAIAW+bgIaUq2nhiCmVFNIZ5U6OFILVw5cwslIn65qSMjLV+xZpI2UOP3OuZEebF78UkM7NSlwiE7QVhF0qNImUP5qXlROCS4iE7FrpKJ5QbpH96VetNG1D430FNWShVKYkNE1DShOxAM0imYDOQNuQgUgZlcb3LJfw+WZfP/qlisGHM8fU2XcpUTKVZ9/F8/Dhes+5si4yj3n9vaTxm1Hk+SB5os7L+ZdSzPNtIcxpRMTRNIUocCn8ZS/RRglT8TSaQSabdJGksXrdpTSa12QG8wupts93ttrTtApJSXHKob1TtqwlQgwW+54tbV2a8DEwnSLJCU3T45sW6ZS0ndvhM7BbwaoUcVFQn/CNW+xdVv8QpjML5pPCRDWKzB5BKWrdex/dE3OW0CagGeBZbNQYM/jideLyPuozoLMwmGSjSUqK81LT0xaXbd+2SG6HqlmELbNl3pPIolIyrpwY4oPpYe8oALmK4FycLa2L+XMGBi2g6uINnJ9mZ2PdgPOaiI6UXAWHwLgMNBrnQZlvfRbEwyOh/lfZX/LDS9O2XF4Zx1Hf93Rdh/ct3nu897R+bYaDpmG13dB1HW3X0nYNbSvQdDbGmTeqaRv69YrGNXC/x9OCb4zrywmN7/B4ooJXCEnRzsHW0TQDU+gMcExKCidiND4a5xvaBlayYic7QjwxpQFpoVv1nE4jKZlnlDgHLtGtev7SX/9LHMMdP//JH3Hx7ALEc3N75LA/8PEnH/H27Q33h3uGacJ3nqvVFZv1mtV2w/F+z/bZJT4TYl9dP2ez2dC0LSFM0K759vUNh/t79re3nA73/Bd//z/hr/zl3+GLLz5js12b7KPKVz//lmGMrDEPTEWYEoRJ2axbmn6HayLFW7BzwseffsazcURaz3qzplutadoWdcIUJoJ6iALRmVGtVTZuRHA4DRT9sXgmJbFwDZciCaVtWmgcKRgwPqWALIlTM2B+e5jYbGwebHY7S+aiiThNHO8PDMcTx+ORYX8inCwMpGkdIY6E48iq77l69orVi4/ovvgdLpzn7u6O/X7Py5fX9Ks10zhwGkamkLjdH0hJWW22bC6uCCESpsh61/PFb37B2zeveX59weWzS/bHLa+/fUMMibbtcBpJkkOmU2B/d2S77nFecA0QhUkSMY3EceA+BMbBQqv7rqdfdYhruN/fkkKiazvabs1qs0W6jvvDN5wO711OP5QHpWkavPdzCu+sgJftuiiiS9ml7OVLOSVlYGLJUVpAoHoe5HNTlUXylvJa0wkfyypS1Kysm2T+nQdFF/WZzylZyHLfUWqKYjkDzUzuKSdmeZbDaZP74TFKedZni3qUc3XptW194ur131nFs2vkEWizvFLqz4gUr6MCYmS0RaSE56dZK5Un/I40zThURf0EFUda6Db5qU/XqIxLjHW/BQycWnUQI2PmSLMIp4RvW7zzeG+GcfN8Nsob59tsXLWuqKH6mBOMuGXYfgnl07M5cla39xh4WXgQLSWaAhg+7HcTMc37S4vMl2UfLXydZ8MoFRp5JFtR5kcZT5l11/L+ulbt3RUTgfp9rbekeSZ/0KL4pcLWnhB8F0JgBUm1dFvuRCmbSy7fYQ1c4npL5NPh5jCeVBSuuSNmlZi8qRWFJUMNcapgT/mZUmQaByNXVCWGkBUPyU5FPnNNFCU/czdkq+00jnlsZwRTUiJmq6emGSk3g25RCnJL86AWIVtz5UUWG6/Obmb1uxxalTKgUSZdTDG7PfK0MsisTJLs8C3eUrYIoZi9z2Gl5XCfac7ZMuBoaEkSDURJ2WvBGWGcF19TnGsG1VIGLTSpCZkJNJOlRZJlycCywtS5IJREaYj31h5vboy+8XPmO+9rKInESIxpgeLLfMAIBuJoYwSiAkSZw9dyJzoRkrP3oSkfeBnmUxaZuwxiS7HMvbLoC7Bjw+LFPEG89xbmlpV7yEpW4QopfGJ5DpXwj6JYFu8j2+vzyhHOrqtHVwGw8EjjUe9Rl/vXZS8ISQYWnc0aPTvsfhVL2zQZQMoHjEj11JmRoOWeZqnIEQvrcWIhGiJAJp51ziFNe3Zf3fX0+3tLl/to2bRkceCY9g7Mnj02VEu361QJs4vg8eSmPyP9taZ1jyynzeLSsyuzIcD5nLVCipvvHEYs2VpUQ4k4F9LElcxjWkFrKVxT1QqyeHEmsV56UyqKSjAAtzL65z1Rg2VBOh4ZTidQpfEekdZi4WPCpcYyMTHiGs+OC1adZxhOaFS6TIitDdyFEe8N4PW+EPFn8SmmzHXm571cJfN7K4bn1hP8rM+dXwrNZUzKnIlZiGkWn9l6tJLPLrEQ7Rwcnx+d97Rlt5BBsaSEEA0EK/tFitnQkMGfvF+XfaCcE169eeKpkjjZGVjj9WeBT7MbfnHFtj1sKfCUvV/rnF6ukOX+orkvShy+yLkS4NRnD+gcxlyEXnJkwxJUfc85+OtVBN+07HY7Li8v6NcGHln64gbvnYV5NlnI9o15IUo2DLgWXINvG/PSjcm4daaEnI7oMOGix7UZOLaBtjwmKkw1zLujaSGpQ/HENKE5W6TNCWGaJqY4cTwMTEFZbXb0656EcjgceXdzoF1twClxsOxZLiaevXjB7/3N32Oc9hxPB8Cz7nuuLi9Zr9c454kpsVp1gCNGcKuOz3/rx/zTf/hPzVI9jiSE9cXEy4sN4xBo29b4zYg0XUPTedzg2B8PhBgQ52m7FVMIvPn2HX5zwebFp7S7l8RmQ3ArUrNG/Yqb/QDqmAr5tTkycvnsmikG45FsGpq2NfBIbA2nrATURGbRMbZbVFoOKdF2Td4vI04CjRRaBZvYTdPgpWGKE6rG++Y1O8VrJWhgmCJ6muj7hrZp2V5eGV8UyuF+z+5iS9t3vPnqG44pGMiuynE42vnnha1b0zQG/LeNsOo9f+l3fo+YEvv7e07HA04cn/3oU6bDgdevv+Xu5haHcnmxQzAv9l2/oX35kt1my9XFFa8++hiScDzdE8YRjRMaA5YyO3I6HOga6vmhKZDSRAiBMClJAlPAeLnE43xL1xi5umvM61oak2u8d6zWDUMIjBN/AfaHP4di2qTJJ3nTdTn5SkzZ85VzBVuyzlMV60UG3ypuFZ0p/ylGT1VZiGX5IVX/kaxzZuNpmo/Z5U+p/1ET7TwQdXK9oHANPvhm0fj3lzkcuxjE8hFcZbr8lLPHlH/ksPEF2CsPjFL18b90WfBoPqq0GdvsDdn7OnuIqYplyCWaspV1GyWhElGi/dSIjx6nQlJ3luCjNFjIxvQs8wAVC3hUpSV4RjH25y9DIE4TYZwI04Q4M1i2bWte1bmfJAMxknmPC1dokT/KO1yOXqniU5Exl8ZUZvHM5NwykanjzMMxFVmMfbnYUSMRdP6uJH06e0aOXDGIYjEn4FwwL4BQftdMf6B1zS0NceW6c2CqPPsB5FWe/ecOHi0Vnge/zh+UTiyz/iEeqvXzR49+4pHFFe88FvWpas0dXWL5yugYb0fxKioxfmbVmEYLLxNRNKd1NhNPXkDkyVyVISBnYDPAabY0FQ8S0WTCc/YIsnCAXEcnsAgNoCjneeKeybt5EhXvKmum1d0ykeVsarGQQ882WgGclkxr5Drmn8zcFEXRkzw21cr+HYQRde8vo5UtCBYkl2oIWnUT1eWmaFpV4QsiL3gnPsdEm9JYvYjyC00JBZw3biPv67sph0MGhRDbAF3ub8ncI+U5YPWLqayR5b3l3/MCEleyHeW6ZsmseLWpIXlIUZrT7CUm+Z4y7U35XuiNiwUPQgyW8UYLas6iSpgrsBSvK4piOR/KsvxPhNaZsuDwiFbWJ0RcFVxFyjlR2inLs/1XvvhsOSseW2DthTweUAGNGvbCPD3LojLlNM4HSva2K/0V816T/c3ef3jnYledf1APrnywzESBeQ5JqonIZEEeneqcW5xIme+mZBEU7ykWiApGVOFu3oFta5rXXv1Fy36xOAQ1GbBE/qwoi2VfeQBcWf9aGFZBhjWHB5ZMg0XmKltkyoJNmAbbH1IwRdiJKRJxJJxODOMMHqWmgUYJUyCEgOTwrhBjfXDbm0+lcx4vDq+QVOhwNFHo8Uic26ICtNFmgrq63lJuA5wf+lr7z/7ts7WrAs9QhZJHoB0zMWiZRwVGs7cqZZMWN3u4lo8t1HAW9os1U6QQ9j8Y+7LHsghpS4LPQLyNRw75VQsZLmdSBX/yhH7swm/zSRU7q8qZ+oQxz+pXLIEzp0YpKYOK5X2zl3PpuHNp49e+eAsV2mzW7HZb+lVP07W4xmfDijfQojFjha9ZZ8hzxda1qNi45jPJq6LTCB6kbWzvSIJOFg4ZgwU/J7ElH4NFmsbkiOrz7hJRGiMJiMIwjByOe4ZxQJzSdT1dv8W3LavNCdw9F9cvjOA7RKYhEI8Tvkustjs+/tGnvP72K1KA7XrLZr3Gu4bdbsdpGFmt1og4jseBGBP9ZsPHn38GwP39Hk2wu7jk448/4U/+5KfstlvEtYQsP4WUaBoP2jGME3f7vXlsFc9339Ostvh+R3ArcD3Or6FZM5wiK9+g2fiEF1rf4FtPFAcxZmJxTyF/t6yNOalHPX8dMXkkeZJksusiLwUBZ56DfQONKl5M7ojeoyHTFWAgcN2nVXBtR1IIUfEe2lXPat3jUfNEazxd35qSlqkcptPEaTjRNo15NYWJ0+mA7O/4/EefcfXsihfPr3h3c8twMr7KzWZNGISbb98AZiTrup521eOdhd7tdltSnFhtdjjXMI2BtmmgXzEcjwhmFPFOLVRPbC+IMZjDZYwWKZCKx73NZe8bo1vISSGa7MGWkiWvMQ4sYb3pOA6BBITAfBA/VOZ+KPy7/+6/wxe/8aOzPX2prBXdB9XKo1dlx8wVVJRSEcli+PdIRuXeM1lksc/nM9Q5V43Q5zqlnr1DlueR5jO3GO3rA/n+sS9VOEN0lhpXeed56/S9z13ICcUQJ2SgrfCTUg2NRbdddtPD8r5+rX1R9eQiPxSZ0X4XnYEJspcjmixknWh/ZLKfqqZnlbM/LTguq7f2A4Pme/pCZbaHCRjBszdoIowj0zgSU/E2trlWjO8luUMq/JJFzirjcfZ+qQBNWlK9lHpTvIMKiGV6QZ4456IGs5PA+/q82KjnmZk35QcG5uLQUG5crrcym+v0Q834kD+Ye/p8rhcJMhVHiLM1IrMeX/Tc8kh5zP30vvLB4NH3KUN1oiwaZbJzWSR6Nnnkwc9ZdSIPLtnlOTfQZcFZF/0slXpoBioWyGBRaOxnrASCaCKGYG5waea7sBdTvT6clBCRwgWjdnhlU1GKOTZfjfDLwKWUP88kzcpMqp3K71oXZplldcAWe1nKqZ5TYRItEztlnqFUEGPNTkMLpSAV3pDZY8CSdVhWr0W3G8DmlKW8Xlz+5lGap+85ErrY8PJ3quRsR+bhVeZF9UhYAByarfB5qhupdNMwh5tJXcTqHMkpeBO85kku85GhZTE4C7eSoobNDdLsLSCu8E5ptf5pnli1idki4nLfW+xz5klScwuXlDN55ElXkd6iAubMbhW8SMblopqQ5KqVJcZAykp+Ge56IOXKSRmkZjFWtU8XRaGRBhGfAUOrr7m153csrD/zs+QRWCsi/Pgv/y4/+8N/kS1NvzrF+xkUgtLks39kIWhudwEZiwWs9uviMNBkArMBo7ZfpGrrzW6x+bYC69YxWrDsn68zbI6l+aBxWegq19Rw0DzPyhw0EGnm0inhXFo4z9DstVmkreVBUtY1GSSY83PYOx+S+OX5qRZyN1d/Xsssn15NieRoLKlrLKlZpCmHeVquVa1rIYTBwtpioMleFSkOTGFkOh4ZxoEwjXZ9SkiCaYyZi0UIITKN5gUwTQP9qme73bBar4BUvR9bBB+VNljIYM1GIWIejxFEolnoipdo5plK+pCRfLZkNW05alMd29L3lvXP1qMu54Sy8NyV+d+aSU+qsFUEuHmeSHkmy/529byMVdE8Dw2QkkWzCPyU/TfPk1wvm/HFanc24I9lBQVNORR0aZmoQsLio+9ArYs32vlnC4BVzj//UPfrX9UiXUezXtF1Hev1mrbvc1i1hS/jLTNN07TmLeBdFq6lGj+ketumCix6AK9IayTzAEyQJBHSRAiKSATnCDERgnkKGYCU3fKBJC3kTIcxBcZpIgKtczRdT79e03QdNFue+0u2ly9IN28QPxCZGIaBOBxpe8fLTz4maCCeIrvVJb7xhBC5vn5ORFit1yZONffEaPxhn3z+KV3Xc3t7zzSMXD+75vrFS7788msQ4Xg6cTycGE4jKSb6vmO37RDnOZ1G+n6g6y3kaYiCuBZpO7xfgfSo70m+h2ZEfI+LzkAOEXzTmd0oGeBsIfeOlBUdvMkqxk2XLeXZG1iAJifHKJ58Mdr4rZoGcRB9zCsw0DhPzKmtjeahBTfhdAQc/aolTBMxQVTovKdpPJIivm3oNyu2m567dzfc3dxwN5w4DkeGcaTvOxTlcDxycjesr57z4vqS9WbF/v6OaRwAy9jYtC3H+3vuDgf6rmdardDoWbWeVdfQNo7tqieEgW6zIeG4v72FZByU42m0kEA1GTqmRNu4zHeS0JgI48hwOpFipG0tnMr71jzumhYR42vxjWUNHKeJVrzt7Y1nu9twOE3gIqcxnTmy5pwGP5Rc/p1/53/Kj370GUs5sCi3mgEjn3Wkwgt7JvgU2QWywUiLxnr2nsVxd3Zv+aFF/rVP6s9ZNpvV81nWk7PzoqhHkvUK1Npjxp9yezlQl9qpPv5dipfJfBbVM2+ZJusJHfyhXm5PXUhQIhTLpea2Vzk0Ls1J5z0nT3xTnj93t9ZrDQzKdAILi6D8/9n7k1jbtixNE/rGnHOtvfepbvEKM3Mzrz08Ij08IhSeCSiBDnSykVLSSoSygYREB4lOSDTJLhISopsdJCREgwaiA12QEAQSgkREhgQRROHhbm5u79kr7r2n2Huvteacg8YYc661z73P7Fmkkzwzz2V23jl3F6uY5Rj/+Mc/1IL4Erz6qVTfs6vbHs0IdvY5alXRetxMjR3pGrTSpGREELlk67/XTK2JPdiV88w8TW5rN7mOtRLx6s+Zjdaq7OI+9vvGxabJtqaEPP9IYyFhFZdlZc13366BQJv+XHny0CKhnVXdzW69bO/NLV102BY0fT4ntl/ctOB2NLYx1ApHtLlpY/99G+pf5/j2mkffYIxt779rq2jrvPaBNunaL6HxRczuXSljrXNswzT2j6HWWyRROrAQkJ7+hDRRrOZDOLoqA1EyWpRSsglkV6vzlXNmjYT6qEIQiaaHUtQ3eesPUWMc1VoRPNJe1zzNUjK5FCuLLSsKWumuGL36nNbVkNN64ThYG5ixXUqml690Z3FZjFIcWrUuVUJzIpFeaStsjP/glD6H9K2N8PuojYli5oeK9EHabXwBGgV1M7btZdfUUTHatgQ3nlZEu2k/gWuJiDu7fYNZxYurrhO2I80SWCS4rpG3mW4WTnE6q7aVt7GDygqoS3saNYO3pUFURVsbeNW7Biq051IXODag0vvO73GLJhs6vI5r3Ncbdq0akzNIirefrMCFOth5kd7jjLleEUIUcdH45vp30lj10t/WmL75rrXjRAJSqoF2wVh10p1U7eNz5fIqEiL/zn/7v8X/8n/0P+V8/FUTDGgbjG8yz1zbtq71PHOfj0HEgMNnEQfYmiob42Wz3Im0/rfzz2JsxRgiSQOhrnyS/nWf8/1SlZ5q1LJ31rxsfGNQiqea2GkK7y/pdpcrcLQBjqUtp5vNw8fdNwYLfHMTZw7VnDf7wrp52/2uDFC31vyzta9Dxgy19TRSqbq4SL/Po/YUulBzgWrrd16UUmamaWI+PVAm0+mQYOnG59PJiiFkWwWtYlAmzzMPD/e8fPWC3RhZBqMWW9VDA1pDgGk6U0qvc0mMif0UCUV7h1QWCqanJ3GEeGdt7XtZW8xtftqaUquttxbZsrYK0dgNlcba3PRdB/82do8HVah9i3nfKHVNOvs79Jx/cd27ELnU+GM1ftq/qlraG6mtsdD1iTZ7+DdhNLZWblLMfYPbBpm2l7R2iut8a9PqotLa9n4xDSyt9nzbYQydYfjreISUONzecPvyBeNuZ4LE42jVu7qRaYBnGE3zjRitIIPvr0ULMdNT3hvTW0UYd8Mamatq6QqykGVi0oKWgoTklWW9bHwFxVJcJZomkgSIJJaiHDQ7wL4w7g/E3QGVhER4/fEtlUCu9xB3DLtKoTJNT4zjjuvhJd//PrBUYk2cpollXvj+D37AzcuXxBRZcub64RaVyDxl5tPZhLL3V8zTYgBFzrx89ZI/+9Mf8+7tE6UYw2VIieurHS/u9txeX7EbR8Zh5HC4ItWALlYSPqUBTSPCSAkDNRj7S2oiJiWE1NP5BYjR0/TF1SNbYKiYfRNDJKZAGky7IxcljYllytRcu41LTKQhWqpy9WInrn83lIkUKxoGqkZjL2khhBnRwDhekctjT5cwMfxCWSamZUarsr8+cH13w3jYsXydeTofoRaubw9ogYf7e1gWDr/xQ17dXvHm3T1/8dVb0m5n4GAplJI5nc6cT2dL+xtGJEWuDiMvb68wLpUJYafdgazCOC7MpwWtZ+7uXqA6M52eOD89cjqdePniGi0zY0zkKXN8OvL0cA81c3u743yeiOEWkWRVHyUi0RhIy5LJuRKTksaBuEukceTpNEM4o2GhlLbgCuelXqwhf+2P5uSKuMyernQK8LZq1ZdtuVCHGrY+Q0vBvjCltpuGao+jv/fes2ONa25BoPf3v+4E9k2k2bTNvvX9pj0GG2det5vTxdWfvSY/71bfH0r6gVdlbaf2XFs/udtSyIZRqN22atWjV96TXtzXyv5V/5xiPm4GXfx5G4AkKIWSjbFvZ/PAnrQMjhZYzA7AeEpzR2EhuI2DWqERyJZZIq9oKrprn5icBs23brZgDZyOTyiw3+9ohY7WoBYX51m5NLB5+Pc7pTSG0sau8jHeIAD19PhtVeAP/25/C2tKPu4LOjBHG5vdsX/vlmTzh2D+pgF16/1f6mMBugKzKmVzls04Xq/qzMD1XtT/1qquv6S9Lf7KmUftxCuquxr3GxyBZhfq+p/VwGwgRmh37ouRj4HqpaHVN7cGGIh4BQq/YmPiSEP3dJM2REPabGHIdaHUSigZyuL8aqP4RnH8tVpqR4yu/yMWmYkhkH2zrtWua9GQRMmVaS6r8+kK7oaABnMQGktE6HnuRpdsYINN+trYUa3jRUAL5fyOWiGXTAN7HGJzFpNQ1MQCG5BicylcXNsWE5tgRtcTB9YMADGbUSzaGAQJqS9FSAOYfIq6w9modChW6Y7V0W7gOUAad5TFKw0FcyhqNoMzpVX4uW07ltZirKEe+W4pgSIEMe2Gpn2B97lF8J0doNUi3Qqq2cAaXZ0sAVSUXAw4tHkfQIpvggEJa8pdEP+MtgkYEAbAqoRILuZMe4MIQtxEaZpAtXduH/vrUiRdPF6qEoPdQ4qDtb+fw8DC0OnY7kp6qqBfD0FDRaRS50yIOyQm06QSCHUh6I4QR0guKl4LcRhtDAUcZGxO3K+uB9ZZONDbK7ioOLS+4f2oAnQgPIj0sX5JJ20Osa1820VXm6PtYyAQqWJrVo0QozIU9fLy2HomwcZui/RjgIX9gRtY6uVw1/sQCS7gqt3J/qUOAc91svK4yEWVk286gpeGrnVbUeJy4zGQ3Rl2IkSJDvRnAhkwxkPOTR8uu7BmXYGMasZK8upqXbSxrf3FynNLyOx3V6hiDCOUJU+oBkaJiIvqI4nTfEQ1s+QJOSk6DMhuJMaRhKBkzlMhl2ysKBHGtGO32yPaKjRaX2S/510cSfFMkYFSTE1AQyDGgSAJZbI04x6CApFCDMYkmKvpvDVEuTHAbGzZDtuo9nXZgD6VbjhuDYAGNK9sotbfniYsxr5cNfVac9e+36YUYTeSdXLjSmzv0Gr7TtPMa4adr33fZHqIgKTLsdVIZ1vULCRbS9vr2lN0nS2FsTfqBvzqqd0+Z3+uVf9rcHz8u7/LH/zR3+J3fue3+eSj1/zgB5/QHLm27YtIF87uQZiUvBJdtbQzLwlfdTumFHajdUAp6OKVdsWcisPB5v75tKBA0ZlFMwUX+HejNMXEEEakBvb7A2k04PJ4fKAozIsx8nb7K968eWTY3UC65fbVNS+TspQTbx6+IqSZ48NnfPLie+hSeHh4RJbMb/zgB3z/Rz/g8enI27f3jFcDn/7wt3nz9Ts++8vPWUrlNC/UUjmeznz11VseHo/sx4HjeUYkMUSLLo9DMoA/7Si1cjqeCQREBm5fvqYmJQ2RFAaKJIvQV2fzykAuShjG1VnDAghxiESK2062tpWaUdE+dwZJDGL25jgGKokFE+WJLpxfq6JzoUQr9tFsC7Q5QlYVsuRsqVplh+iOwfVY9ldXAEh9suuj5JypuSAhcJpn4hi5ubvm5uGG+Xxkjpmbu1vmaebdwz3L8Qh54vTwjr/8sx/z9bu3jPtr9vsDQYTzdEar8ur1S/L5zH4coczsknB395JdCrx58wUvbu6I+1uyBsY4EoHTURApDAmiFkJZmFV58eIF1MoyzRyXCUG5ub6h7Co5L9zcDjw9VlKENA6Mhz0pJd49DuzjwNXNLdd3N8QhsSyZ3V758t0Dcj5y2Jl9b6XLI0uZKU//GU7i7/hRPSgeQ7CUSl0rCYeoHpBY96aLNbf93YPqtUsHtACTXgBRvq97AQ1oPoZens//rFos0EADUtpp9OLjW7+qO5ob/2T1jy5vfU1q8ze2Pmu/zgd2uu1z9Xv4Zmf8eXBSWWVS+vv91FtP2xjCtWbb37uege/5W3kUEctEaalnDhxpnRGStX2zBbB+D8Uqs1nKRQOPAKloqFhVb0U1dRNyBXFaqpeyIjIViY+gFsirGZREHK57QZZaC9P5zLIspmkkwYs7bNZV31vcml8D7+6TEi9tnYtDFUJLy1pBKL3oU/ucBaMCaSORsgZDYYVmGlC07VS7t44Ditpzu7+2vT8ffu0/xrJqPrmwPtcHjkYyQKP7tA3AMjyhZzy47aZ+LyKhZzB0bdHuu3z741uDR82ovIgeutP0fKFYgSP73cSvA20yqJXNVgN3Lia80/JTFKvagZWX1apeNcbzLf08jeLKtsoE7hh6Cpn9ZLQWxFkFIsEqbqi6iLELY7vxGSVSSkWLpy44tVsV6q5QqnZK3WpsJ1to3bnv+icq7nRIHzCBStICoSDFgYza2Ff2Y+LL2hejHtH29t12uFY3ACXYBO/+wOZ8XdDZF2jPLUbVK7VFogCheN8GxFNhDBtRb2dj/0hjRvRGD86W0860smtvh78Q94OtKZuKUGDsMRGx6i6y2ZDE2T8IIblQmmIin1o346fNNt8d3JmuLStms04bXOPjua11RGc59Qdal2vP7VbXkFk3hObMXjovTZy5MUrUN+HchNwv1gMbG4Yvrptw06xqvdyqSUUZKAGr1NIXnvXJJDUGiEUScEAzxEDJFYsGWNTB/DKhFqNwhwgah/bUfivPEfjv/nF3s+d//j/+76zlySX43FxZXqXpv/jyXBuYDf170Iz0dR5KXDvvgi0EPuaCb+KACqkqeVOtrEePtuw5wSpfOJ1E+ibX5rf9YQXTfA3pG3MDjzaAVxCv6kevarJdR/Cn1qrdQGgVK947PmT8BNen0Ygx+y7X3hiDA11i1e5i2xzXUwzDQEqBkoVcF+osPuykr2/ia14+T5RlQYI5CTFGalViHTgzIgSGZOt6ioFlWmARcs4mqi8mrjhEYT/eoSmS85laZ5S9MSWSEIfoDlVGl0xZXAtvyCxXe2IYaSk/VbI537UyL4utFgGqRtcr8T6SQpYrGMRYHLVAXcgqRBLwfr5EC0qILXS2DrnW3XqYhkpt0cH2ahi9Xy+Nz+1hxQXogZi2XzbGm4iYyLwEyM4mMXSaXh4WeO/sbjhZQYrFmVYb9usmTU7dulK2gQAX+w62Xtt2r1h1v23VuV8MlP7apq3tD1zd3nDrP1fXV8TRhLPNfo5cXR24vr5iSM0IT+wPh9U2KW0t8IDNxolRVRMyqpW8ZA/2+LooQhgGUgx2jtnAk5g8ZVPt/HnJTPPE0/JkgS60s+/isOc8z0zHmRCE/dWO4ynz4pCQsEOSkHaJId4QdgMxFT7PM6nO7PZwdX3N7t0jeckoZmiHYQSJ5FxJ447DzR1p2FOLcnx6ZJmV/XiD1sg//kf/lNvDLaIz+zFyd33g6mAlnt/87HPGIfDq5QuudgeGFPno1UvGWZEwcn46U1NCxpFhHJkLLHNlDIlx3Hmpcqi5UHRiPwzO4FvQvsebKZ8QkkKsCtnm7xAjWYu9VtZ0jRJgWUz3I+0T5/MZRLoQv1U9jGjCbCIyZankavopiyqZzDheoWMCiSypMrPw1Rdv+N6r1+T6iNTKMATG3cg4jux2e26ur8lL5nGayfOZf/r//if85V/+lP31DcMwEsMBCYHpPLFMC7d3V7z+/vfQZeLx3VtODw/UWhl3B17cvODm+oAM12gYudofGHc77t98ybzccxgD9bBnNw5Mu5Hdfme2Yq2kkCiSQErXElUV7m7vqFXZ7Xa8fvmSTz79mPPpzLRMDENgPyTG/Y45BZ6eJl69vCPXmel0IrYiK0A8zh+oj/WfH4Cb1RtgFLrO0dYFtI9u7H1pgbd1r2jBtdCqwLqenlbn+cpaHWsrTdHtY+iaVzyzv1qc5BI0AlqWiPuswT8rfo/PH/b5K5o/MDIuLix2iVblRz7E4Lh8rTGLtvvUBSj1/L4a2NCCNG0f1qYHZJXHL4C8ZtNapIgGHqnOoDOFxXJZ/d5rESRdUWs2nVxM80jFQQYqcpo8MA9oRjSjRRC8qIYk8yuk5YZV6rK4wLb5lRB9rczIPrAsE1OeyNXYqfmUub6xVGwJQskZqq4BVXFbpPuxz/vmA8DRBSi3/aj0/rDb9bHlTKuepinJQRjdVC5r4GX4QHet/nH3Ft22fc82Ef9822fff6L1UWikivceuvsBeOAhDNGxASsCYUCjw13NB3mGm/zVM4+2JxW/SW+VZhhqbRGWtbyg+GcbWhgcIc1wgbDazHYnDXr+vbgekRKt0dyhaJOIUj1i3pq1rSnVRQQzloXfQASvUNYrgSgpWYoaft1alVyqoeVsc88N4MjHo99q7Ua3CUkWYy/FhEQh1ILU0hcowQZ7EFvA5uIK9rVuHNm1E2sTc3TmUVvUZLswsII1giDFQT7XbapqVdBqVUIKJp4coJXe3izNVlEuJnpagb2xORw9bZNNpQvmUht10hhStXhxZlWvjnZ5lO6o+0QQur5C8L4Q97667hEGLFWkI6jbtI62QZjXtKYfmvicg47BQISuk+F3JtEWbRFLBbSBXQ0Ac2CujelSTazcShIXpFSCj92abEaXvjF43/ucFpW+1nW4R9Z+FUe4c67UUJ21svZFaPOhGuG2A2IbUEEVM65oDDMfI+3NkD0tMXgLCIRsIIQaKm0AiVib/oqyj5Z5Zrffb3E1WgRe+7plTVJ8DhsQ7Kkf6hwYB26awZTCmmoqGt0YMge3edXb1lMRoq9ZLXVAc7X0o5ZaxPuOeJ+GfXwL6mMzuzhGoCVIKKUsm6pekRDplf4EqEFWjEFX570GT2ts4oDv2TybF/pge3+DacC2ViWMkRQjKrXhv6hWSp0QrcQUqF45p9bF1UurMf58LzBAoSDlBIOl+1EWa9QYGaRSBExOKFBzttRAsZZfgmJKI2rC0mrOVtoPTNNMnirDOFpZ+AzzXNmHRKkLQ0xoNBr1kgs5K8tyIsZCYLA+l1a9w9I2CMUNuopKNEda1whtcFp4K+FrIFQhDlfsg3rqkDn2AoQ0oPHCFH92tHTcy74ovgeE962LzhTrbCQnO9W2B9VKqMHSrrWt341dFIwBkQtRXLC0rVlt/97c69YQbo5zrZU8Z2ds+JOp9iFmU20DEvV5ZWv4OpX14vksdW0TjJC1ysuv2xHvbrm+u+Xq+ordfsd+v7c9qzEGg7joaCR5xa4moo2YMLNQKdmDRgopDmYE10KslVytGEetjli77dQWN2M1GchgaeitaIhQslejfYRpzuBFOmrNBIU9whiTByyUPD9wfXBWe0jMs4kzVyYIhduXA4erl1zlRw7RDXAJPJ0mvvrqDSntOBxueHw68bMvvubFy9dc397xUO457EZiGDmNJ5ZpZggjn3zve7y6vuP49MR+SLx+ecPLmz15PnIzVr7/vU+4OlwjIRFk5OlhYf/yezzVQNGRIDskjIgkdskcrtGrb1bXwjNba0faJTM8q7puW3WHR922FLdLW4ATqgqhqBW58EqOLR7W5AsagK2b3MzGNEshkUMgRiXJHqQidUHyQiWzFECUXJSslY8//pghRF7/8I843HyP65/+mJcv/pKBI4dd5euvH7h+/ZpDGjkfz/yj/8c/4tXHn5DSSEqJ8+lkwFZVYopMpxPjJx8jKTKfTjzWe969fWAMcHd7w24/UnREZcdu3DOmAS2Z+7eTMVpCZTeOSNlDFVLE7Eu1wgMSsfGYcBmK2Rj6i7DMZ0pZ+Bt/8w/4/POfoQK3t9fs9nvmZQGBpUw8PAbKbOzqOFhWQ74Z+KpUmAr/OYq0AYs2fkbPBmC1yW2fdm+i7QV913I/hEumtr3l35PNutK+JeajRInknP38ZreVdj9ezKHb0wKytVXFebAXbmYz0NS1HEOvPfPePrsFderlHvve59VfCfLeZ7eB5nYPEqJJocia5q6qiGv7Ni3YtjG2jJUV47fPmZ5pIVDX/bYKa8lF35frYkHC4P9eMtPpkWHYuc3mfkMFqdGAhp7UV1E1+4yqlHI0rTwG6xdV0NAJGK1iLtW/g2mPkQtKJMhATAGNxkYrtXI8nijzQkqJ/X5PrbC7OiBRKMviMjFuT3kWUinq6+i653fc4aJvVuBIN7ZGHzOtD9TGuAqIb6e1kVOANU9M17ZuBj91c941QH0xUkQgClouswdad24ZTI1l/sHALbrey2aMXd5T2x+q61uqSTf0izV/1yrrNVBVN231i45fotpaEyDbmIdKn2AXiGorKby50aZNs3btFp3YGpntAXwxat5OhZ7e0z9uBom6QdxQQVVW1lHOBoyIs2eKi2WXQlUzghsro7cpzvKoCq7/ESQYIKPFo6kgFIyK7AtjsQleNRNr6MBSRzYFpEqvSFZqodTF5vhz8Ail5tKNBNN/atFb/73tnp/TdS2dz2w/A0+2Tm5zXc2Ql74AN6V/bRXaNpiVIZZtUpk52lTgrf3XSb29t9XXWUeAet8FiYb7xNjFHy0yIX0dVwmmzN9vhs3Y2qQe1WCgkbiTEe1qvVSxer7welc0Iy24ADjNYIvGHqvVyhQjEaOkYdpDqp4CwLqANdZQH+ZCE2/fMkq2YwNZqyH1hSNsYIU+17gYV9uKDPTNUvqCZPnkayqVtEW+044LGhyGEKeoOitNsXb8VTysyTNBUl9mbD7Z7x7Fcr2PLW0V39Db69vZpnjUzEFyrWrOFtrF/DoA2xZpP3UApLEY67qRqVZn4l2aXXbT9rutbdvNaZ1fa0qKNIaVd28bF+IVCNdNxE/vVeJ6Se4tgLSZ996q/bcEtfVsW5d3+zUH6lbwyO8DH1/NCepf2O4ba/rRLgZKsXL3NQRqWZiXI3mZmM5ntGSCKCkkCMUcifOMloyBzMV03AiUCvPpyOnpaADUKIgkL0BQLLIlQpVqYIVayeiKkqczWSCN9qwxBAfPC7mu1S69p9yYXiOjsolG2q+toPk67raJX8EtusZCb1R9gvSCDc/3+lLKWl1NqlfaDAaAF783r3onSBfW3gYxtGkIxoXYtERgAwYKkbAGitqa40ftz+l7pfjYLe21tgE1FQbTnRqTn6+TqYxRUbwaqi+Tfe1cGTFranNjOP26Mo/Sbse4M6FsY+8ZY9bYF2PX62EDhIeUVmdIfPo13yAEA5cImI9gjMEQIzFaH5VSqbn0cMM8zygGIIWmFxbsc1QrtZ7SiJJ8vyqtgK0B3hKoUim+vu5ToHJmGCMiiaVGconMZeF0DByGa26vEztdmOaZcRwpBL74+g37mxvG/YGHpyM/+clnEIwxc54zU83M55nH+yeeHp4Y08jhcENeLKgWd5FdGtmPO07lzCcffcTd9Q3zeWaaT0gcCXHP7q5yGPbUuEObHoin5qXY5oTPdWdzRpS6ZBoY7nxR024TYxWGyKp3XypznSiVzmDHg2whiIlo+7yH1Q5r3VqbHRACwzAgQySlO3Oyy5k6nyllMse5z9XI4foamStBYH91y8tXH1GnI09vn5jPM1e7QCQxnTLHz79ivr/n4Wnm6enE4e6WW/85HK55ePsOUKbTkTJNPLx9y/HhniSQwktevHjJXEaEweeokuIVd7d3HB/fUPLZ90ZjIKaYgMKQEofDFUMcKLkyy0zOTwxpR3VbL4iNs2WauLq749WLG6oI19fX7A97slo2QCmF09ONVdjE2F21VJZ94rAIWTL5vFzuk3/Njn/wD/57fPTxK2Drk63B1ZbO09d5/88FIaAFMzeOQ/+0rn6jZSFsMke6/2BkhND8Ffcfe+n3ol2e8yKgLlt75HkfNu0+IAS3e9s7G0XMZ3vHh4I0z72uZucQVkf8Mivi8rMbJIheNEnx+dkoVNtb2ToUzzyotjf2NnQbtqVdtOycUEEX6nKmLBMlm+aZYA5MLcL+enBWi9uuFASrWFu1UMsZUet/UcVkPAJW4TUgIaFaqGWhqGkAVxUk2bgRidSC7+lnY217YaWYIsM4ui9k8jIhRKIX+ZENoBZkBXygBYJbev86lrQ9hzffBQrRxpW/3uxr64PGyvGCKg7udOtcWJlm26HRbJ119PjV3N7xYMxq/HNhc7fn+ebjmUft6z5t/PRZpuvz9Qtp94Pszfhsvjw//zcfv5TmUfdE2ibVf68X6/chjVrXeqxuzqH9b9k8Vj/aZ9VFqf0TTdDYz2IMIk9H6+XrdBvBrS4g7GhwaU6bTShRTIRwI7YZ3AgzrQ4z/vu5UXOu1aO3jqquQmzumFJRjZvFY42ICuoiyOolR9u16kUpRqp6/rqdoxRndQVBXZtJvcG3a8umpzZ/+U9fsP3DF2NUqRp7ai+b37hRvi52BkW4XYOoGy7aHOLmGJgei8339aSKAzLtlgWa5osGW2TYRJA3A6O/vo45nyBqTmkzqKrl2yGqxCSIM3VayiIoidEj8XpxjfL8Gqr08uWdYdXes7+rrP28OsTrNO53q5u2YF3sCOIIvq6ahO0yvo80Z2/t64vZ4Lcjmz3GqmEZgCTr+PE50ICizjaS3rOw/XHdl1+9ozmXvum0H5+XpbU9dIezA3T2sU5PbZpU/Y1NP7Sqh+2az8fOuserEeIasF3p6bj2P9uEG0AMQJX3dGlgJRnYemvzsuvDhbBWNaM99xqFC6yRFhqI1T/WPHPWMbbte938oe0e2vri25SAalm3C3eU1iZRX+9WSrBvdety1JZcWQNZfWzWQlkWpvOZ+XzyVGQlDlCysCyFuhQ3bOw78zQxL4V5qczzGZGZu5cv2A0BrZmlZEtf0MwyZxCouRUtMEZRXs6WwRUtxS+QEE/1VbFS1H2ZaH2PgdeNIt8ZlN6+tl7VrXLn5uiztzdGTx2HlfXpbVqLeurygurYjdEWPNhW1DIh3tD7b7uHV1W0VHduDXxtfSyu1eL0L2yOtb42ILGxp3S757ceLtsqby3Aon2vDc5uWtcwG4whhK5b18a9BH0uIbDusx9gXf26HPvdjv1ux87BoxAjnmPgxvdAHGLvsxgT0fdUhBbXsP5o7eWValSVGiz9vO+VIUAohDZmCxADCbN38EBSraZzlpcFtPagnDGoK5aLaOK5BK9mGyCJKaAVVYiCSCQCsSYoI0tVRG95DJGJM0sUwu2eQ648/vlPeDjP7A8Hfvazr/hX/+rHvLs/8pu/9VucThN5WshT5vHxxLu3D+zHPa9f3TGfzkitPgcCpdjfV7s9g0SO04yWyjjsiEZr4bCL6JAoYlo5OVvVxSBme5hT6o3km3hjZeDBirbCia9rlqqstEqzuVq12T5+VRE/V4pWQMMKB1wCqZVWtdJuwVKFRzQMPscyhWCMSDFnyGxPmOfMSOjsgxASaRhc9HpPqEI9Vk5PR5aHR/Q0s8SjabpVRXY7DiFwfRgpj4Gn+wcP2tr9z9PEeZl5eryxeV93qIrbtAW0kPNs9mNeUC0EIKbBnE0VYyIdhImZWRcYA/OysBv3VE/5izERRVimCWrhsN8jIbAbBw67kZCS6eHlhePVAWq2oI8qM5khCbsUkaQUyd3l+ut4/Fv/5t8zJ56tver7hmcDqGvUtve2YY/VOm/bWkuxavbEalPbNrG1MdX2lGprkxUf6ifqn7Nf+t7+1ey91Uzb2GCCZ660PUn6e+spntm63zAMngdt2jkuzKVm27Qy8TQtzgvn671LdNNr817f0bpP3cCUbWu3560erK6ILqALaEHLQi1nalmgVpYyWxBKmw2a0DJ74DE429R/XMdXdQG2RZwEoQlne1pUzeQ8e3XOgsSdFVAQ+07OC8tijKYgDnYjvvbZvlVKteBHs5da3zRfHPzeNr7Ye6ZqA/Hokirvd+S2/bd+qmebNB+2aRM3803f78eLzuu3bM+jve+e3+Plx9dTftMKtBrol/ftYJc+/+z2EFagSqEFBS8mbuXbHL8UeLR1tDqgwIoEw9o2q1i4bW3dfHTnpYmyXnZoW2ZgVSs3qlx147TiiJ8boiVnW2hwKKdWV2wvLsBtrIrGNkItFzCaTpiVfFZLEVvXrmbQNoGxTRsAPYTWDIFm1AczGqqDZTa5qrdR08AR1z9yB1LVn6G6cLW3g0JZCqU29pGj/mpCXJo81z+Ei+GxVmtri1gDHMQmeWDVWmFd6axPXUgrtLxUO5kJR0tPZdL2vDQj3QUdnZ6N4pHIYHmtPnnVn1toqWkOpDWj3513iS7CthHu1e1/fYUWWZ/O5s5KAbWXPLIOhGLMkOZgqCpJRnIuF3O9IiYl5OeP4mALuFhv7VJRsAJgzZCz8NfWAdeLDcoMdn+9D3v7TNME6/0WDCSk6cX0AdgWidUJ3baSndIxc2cRGUXeUtA6syDUvslYuLPpkm3P94tx8O/qsQK2bZ76f8WecynF167mcHo0ZbMXtz/XNJuWw/+cqYTva/b3isGsoA1AKNbWuSrFoxax3es6mrs2iTrA1AZLfxavFiGszB6ksXXWz/WB6QLXFqUzwKhWH8ueM98qHa6VLfBc3w8ZJ1vjabOOtE9oufz85t2qSlAD9k1E2vLxddvg/TpeFTFXTw/OPTBQXM8uUHt1wbJYWlQQA0dKsWjb+XTm6XjmPBfyDLd3cHtzxTiOnE4TS86Mux0hVE6Pj53x2KsmViGXmVKEkEFk6P0HYnp3MVKRHo1q78YQV2ADWw+bowcrO1UvG/WiGezXajTavp86yGgp1ZVSlBSLsUdozqqt/f3rTfsK7cBBcwpsjXbgx4EqXc/igvPt1g2wCM6y9U9QNa+ApzrT09fO4mnc0gXXrQ+VSg1ORd88eGsOkegA7vp+wGxV1bauN32zFoV8vyl/pY8Q2F9fc7g6cDjs2O13jIPpf4Xk7KEYkRQJMbruHoQhugO2rgltDw3OQLV0A2O6NJtCsTYlxr6utFS2NIxQCvO0UPLKKmpVt4Q1wFSKieJrKQStdo8tdRjXnHFbKEu7HyEmYdSAVOX4NPFFPpOIxLDndr8nzAvTeeZ4fiANT7z7+i33X73hs598xjDuoAh5zogKORfO80zQyDxnBgnsdgPjuEMQ5mk28kOx/TCKkIaBq/2OJMCyGIhUK1uqf6kQBrdMt/twdcsxKJQ1LVhQZ9w4c9ijb01WoRYlpZb6Yimjbe0gBIpW8lIoao5Vs/WyNna6zddWAWvJZissBeayMmBLtT5ZcuH+/MjrmxvvP2UpChK4vrnjxXWgzA88LUcyFU1C2CXSbiCUypUKBwJ7AvsQuNkNPE0nluORm6sDd4c9xyHx5u0b3n32OccffR9NB5a5AUaZIJnz6cnSXGohSmsjhVpNe23YITWynAt5PlNK5epwzWG3N+e3DWwRptOJ+TwZeAm2FtbKLiVurvfM5x1X+x01L8zLwpIzWbwSXLBU4SV8Wxfq1/NoAdlNxAegF69Bm43pe8kzIGPrxyuNQL/aCauF3q61IRLoej3EMka2wYB2zdg0H9t/uy3cgKlN0PZZRVnWj27Oi9tOzy3eFvi6tIIvtWFk01SXzJM2lxsI0fbZdX+73Nd6I7hNcLGuPP+cbH4UtqlVTexV6xmhUstMyWdKPoGa2HZZzqbxiBCjsVi1Ls4GEAyWrtZ+AiaUPaPaiiTZWkEH5GxB0rJQ8nmtZh53zhSqlLIwz4VpLoQId3d3BlS6mbwCGcZq3Vb4e+6HNAARCuqBgG0bPrMm6Owy2fC7nw8E2hhzppF4quy2L9so7Hokz+7sAo0xH3kl0uize9t+dp1Pz9+9POrmc5cpZ/qhcfL8kGcf2UzWb2s2/ZLMowYybJ2djaMCIGZ8ig+i9olWeq59MvROdnCmO0e6aUr1QW6gRIuqNyO65mz5sEADqIqzjap62pmnhsxLNjq1CHFIxGiDZ15mF7ZWo0GWNf2g5LxpSFkdtDBQ8tS1eLb338ZhpV5Q01QaBdMckrIUlsUq9QSaGHcbAO2KPjaLAzMiHXzR0gTl1jJ94j7CVghH/I1VrNSqclhkmA7cxJiQYA4I2SeDM6pim3DajE4zNgVxBpT/r1H7RAgxkYJpZ0gTiYZehjskq2vkib/0qGg3lNztbg45bc5VlzNaK2c1wxYM6PFEOxtzwdtMEk1E1qhS7jxHA+EawwToFWtapS1zojYbTgevjIJoqTsY/d9psAbatF68PKo7aC2NzZ5tU9kiGAOlVcohNJZXcQffI53BooXG8uvLIn1Hbh5UW2C1pcnYwqgNOHJRvOBaDLZY1+4kNoBwPOyZzhPPS3x/V4+QWmpeGzt64VHGEHguGAdY34I5MFjZzpwrMZgY8/a4gCoVLmwU2lYm71+j3RTQQU9tTJlN+mJz+v3zW3BHqjuA4o/ZwaPGDPG7kLh57s1vX8+0BlRgOlfTBErRSrUG8bnbxqmvCbU9+bNm87YD+nrWgKz3tnEVSsnkMvs4tMYTf0YDtDKq2dgDJVPqQl0WclmYlzPT05E8T4goV+MejWactBQ2EaEsmTJn5tNMzVZhc6kmsaRlQST5fLK1LmlhPj0hu0hMFg0zoE0gLUBC68JcA7oYpTvsBq52OwiJslQHnbGqJGo6Tq3CGU3otfpaGlp7cGFQPKe5t/V1ZeXaT7Nl1PvEnP+ISgYxjQHUBHIt+ukggYtUB++fIMYS0bYuIZ4GUvt6aOPBHH4rAGhroEuodLvIUsTXwMKqndEf7sLWUq9eZ3+v4/OD4I+uplHt88VArZ5+zqY9fl0OEWS/50d/528TU+L29parw4FxNzKMAykl+xkGS19NyUCk5Kyk4FFksXUtSVqtv83+KUGoQXp/CNUBpACaEF0IzuoFCLEFtwBsPKUgTEuhFKVkr+q1LKgzqYc9/n1bZ03PAkthEwNMGEZiSgwVpBSm6cHkCSQSVHl680h+ekJnZU+iHmdeSOIPPv2Ef/4v/wyq8vD2nhAS+92eFCNJA0GV/X7P925fMI6RQSCSqS7wnWrmkITdkKhVmY8nygz765l8PMIiECoxViRBViUOgzefdqO87zfZAzQOZJhNs67PbY8IwbSKJCzM02zBrd1ACoPpaKZIRlnmzLTM1kZBoASWWshloaqSkumxFTXNzvNi0gq5KKW2CpjZwPecqTlTzpl6deVpccGK1AwjtzefcDMWBrliCO+YMkxaGaYzsttRFiGOydKdPb1x2O+4ujnw9Z//GfHVHS8PIzevr/n88SuOX/6Urz7/AfvbPdOUmc5HqmYOh+jC7hGVSIwgqpxPE3mZeHX3AiGitTDPC/f3j5xOZ373t38TIRPSgIgVR5inmfOykHZ7hmSMOzkbiEhVdjESJbBLA0scqEsme3AmVuEQEjIU8ijOpPvPYnJ/N4+t5pE2/6sB8xu7px2K2bAt46mbDM6mbsFhP2m7iJ2v6jP9zv5l1wlrq8Vq0zYNoHbt/hWxAjB9Pm5s8AtfVbkElS58eL347If087ZW8Mp+st2pC3r3y0v/3Jq6vpEqadkr7me1Z9reWHvGnkL43o1vPH/1QHep1OlECFDKxLwcKcsJ1ZOZ+oulZ6a0Y58SaUiY5OxysRe37INaZsoyUYtaZcQEghEBqjqbuaoznDK1LKaZGCpCoeSFXIxsEIMwxGQVaeMA1YqPIIEYRyJKPs9dBkJaGzQgce18JyGE7uPay9ULrrRv6uX32tO1/tE1sG8MOQ9K4WxZ1/Bs5Auax/Wc5Xwxrtb7ee9wH20N9DZbfzun4H1DyPGK/p4TArbjCbONWtmuX3TIxV/fcL/Pjm8NHn2IdbR57Atjt+t7yAeeW9YJJFjqQq+04g5H9fQnwUAT0x+qlhveqomhHuUqfWKLIzfaGq5UkoNLBlwYlTZhZQhbVRCJm0VI6ELVF2lkbsxu2VbBAZT+Pl7+thj/t3qaAP0OViaEeuRd1ar8KNG0UFpn+6UbKa+Vfu+t7JHrKg2xdwZPoP87huQaPw0A8XMWi165XrXnFIvfX6CV1u7zIuAV49ZzmaMae9U8m6q1ax1FMRpjrXj1Hn8OF3hUu7ABFs2JEjqQE4kd7Ta/yiPiKKLFhafVFquWt+xgSEGpEQe4IKij12pMNJ7lstvlZSUMNbDNN7aqXOpy+70Tg+s09S+iVR0wC5tPSwcai1ZEK6FU01Dq65k5a3EYjLXlfd7KNrby4AqWB0wyJpQvdpdTTHoaQm1pmqJoiCYgLOoVBaU7tNQFspB1IqaCxATB0whDQoPy3/wH/13+d/+z/xWf/asf86t0GFBnqUdSq6cRtf4oDnZDB41qoIbLBbVRtduxZNMqM+A1MHiZ5urr1OpHGNOw+fzS33M5QjUwIXoaodaAiei3az0DqwwtRAuuOeMTy/u0h0jeOxQr0eqgadsAfX0aP/2UcZrJ54k8z0znMyEIh+sbSp0o1UUr/VplXkAiqYMDDdS3taPkuooYx6ablWlMTFXtwvP4nG4LXCtqQLGc91KrOT0WmCbnwnyeWc5WnSOqwAitqohoJUUzJGYgT5n5pDw8wlwgWUo9p+MZERNAZ7B1r1CIg/fZ+cxUMlOxsXMbXxImAbX7UYlIsnLftZS1QoxY3n+MqTs2lmLlpbRLQTCgLsZo7VINUFvTWjb7ihsUzUCg2toaJJtR0zTqNgb5BaOu2ezV2HXGOo2+5tsCL0GJqrbWO9hn80NZ08/66dt/+jrZbHpVc4QlWhpQr+wJVpFF7B4kNnbFCgTNS2YfPmySqG4YwBK6011pe/FlRT99tib+yh8isN9xfXPN3/u7f4ff+q0f8erlS3aHPbILjOPI1c01h8OB3TgwJAOUxpRMQxBLCxP1DLfNPn5xxEgYBqRWcikU1ZaQsN5KEHSZkKqkGEhewUUNOWTGCo7M04xOGXJGlwX16rZlohkqqECuBjrkmCgxQgxoUKqYzlkiksZrkkA+Hbl/8zVPb9/x6urAH/7RH5OnE48P97x5+5Y5Kr/9B79L+PJrfuflxxzfPvHFn/45j18/cCWJTz/+lBdpx/l85nwq1GUmkbm9GrneD0SB4+MTZcnuHUaIE7vrF6SwI+mIjDOEQNTE3W7HW2lAUHNaLA4u1Mt52xxEMYfL9DIDVvxCLIUvDWsQKxqgUqtSZwtk7tJAEDH9nqpUT/vaBr5SjBS5IXNNGhUtE2WZCCwUqjtHkEpgt79inp+Y80IaBsbdnpubG87M1OWer94+8upux1KVuS7kWFkSIJXhageDkCmcljMyCS9e3fL15z/l3eM9n/3lnzPUzN1u5O5qx93rG/Kf/Qvur39CGJI5aKWSpz3x9vuUUsweV3M05zlzfDyh55lx3KOqzPPCdJ44vnviy8+/5uXd2BkouRSWZWGZFh6+fsO42zHuBvb7A+f8xMPbd8Rh4OHhkceHB+7fveN8nlhKJisErolkyrSwD5Ea4fShKlt/DY5mA281ey4CGi5gbsAQIMZ+26bXq7hSpKzrTZ8jz+zWtqcYC7aBBdLnD4o7wjZ/LLF1K1JsF+rf8SrDF3CRs5tFVhamXtxDe6290J79wynQ773aA7V2+urFoRrw0fbiy71p+501iCghrmnlQJW1yMbFd50N6WVJ++uqSs3mYy7zGbQyT0fm6ZFcTgRmxv2eoNn20FAIwdNIy2LVtBUqmYJpIS7Lwvn4OWhgSGNnVaIGXrc2SeMeC/wtUDMhJos91OKpaoEh7djvr5H9wfSYlowMlq6rpbpG7ToW/GnX3lR3GJvYOmt/bsdpZ4E5GJiGdPFeLyjk/lvL6FJZE19sDGYLNAbT6qO0TA4wAswGJPL1/fnQ+IWHrgQGYQWOLgCkpg3WcUL1vdd1W1fksX9nPadsb3Ejx9PuWfxp/38AHq1AyHoDyJrG0e5apBKeTS3ZPgzajcGWSrZSFt0CRSkaLKfcq8qUaiVIm78LrkVyPpozUlpOpt1dlEvhrHYUtfQGK7E8W3UZRyzt3lbU+AJx1t5jNoh6dTmvYCJmhFtk2aNoQKvgJg102wJtG0DIEsVaBrwaM6mYs9Hy4EXEK2u3RcZTvbaAoV8jl4x0YWV38FTJSyH3NC6PhwUl1BZpbnfTntmlsWsmEmm+g3TmhjvRKZnjLMHEa5u+hverTUoH37wiTM+TaicNq+BZ++zFuKnKGKwscG0OaC1Ou7fbDiE6Fr5OxtWI84m3MbZUoTr7QBoIRDO2tVch6vRJwcCxaPpTa93KakYvdL0V2ziDOzhijDFHhIN4VNLBnuhMrYB0ALbWapT0WtbUKYnmzJMc8zOh4apGZ48SkOSlMKWJjmNGplPj7VnVqpuQCCFhSL2n6bXNigBSuk7OxUT6jh5/9Ac/4D/87/+7QANbXC/FG7VKZXAtiAtRQ9yRpZpGVouKCWj8cPWmNiZLzhY9belmzha8SG8DkkQHGTZGqZr2hIF66xq7ptxZSm5pQEIrEODgpWWeVAOOthvCZr36RcfXf/pn3L+5583XX/P4+Mj5fCamwH/lv/ZfNUaHBAj2nPM0gcDV1Y6cM+fTGRGsvPMwcn7zubG6GGyF7im8680oenGfDQQLIhTN4EEFLRXmhfm8sJTJgTVFiKS4swIiydh/JSt5sf7QQUGlp9y2rJwE3F7BPsHj/SN5nrm+uyENA6VWHt8+cL3fUcVy7mUSS88pC8eHe+T2hiE5gzIOJKwiUq0ZNNk64qm7VQXJgRIWQhysuIMDYqrK4Bo/xYW0zTAOBEnG/MKqklYHvVu1K4kbMFNlk3btgveoA51ysd+017RKN3Slj3obbyEGE7nME1WVcXdre0QvLlAQlrb59++1CRQd2Ayh2DzS0LV0RJ6ngDcWnd33BUD0c45ud+gqet9B1M14/7UCkIIghwOHqysO+z0pDe85NWHT17bdWwp2Epjm2StFrlpIF8CRKhRjCC3LsqZAlcq+Wqp/c8YIgoRoKV7ZhVh9r8w1oyWzC0KumZLPxFIgT2iuiBrbWjvQav8JoXB1dUdJwRg2paJ1NuZnSIzDC2KA6QSPp7c8vsvEWnj9oxeEYWBU+NFHr/njj/4+j8cj/5v/xf+av/jp54QMMcN4nUgkHqZ3pD/7U+5uDxx2iZvDyEcvb/nh9z9i/+knHB/e8fj2njGN1ALHqZAZ2e9uydPEfpeJqmhRimY0ZDQUD7pZ+4hg+mdeiIBQzZaojWXUGt1SC7uEAxigrGbrxTERg1U1zKW4mL0B8kmMcVS1rSUB0kBylhIi3QGqEhgWIQdlHAOtuockGBAmKZzv7023MR85P37F269+ii6P3Fzv+MvP3/Hw+MD9cuRJZx7niWVeeP1iYLjecffRCz759GP21zvu373ld/7m7/Ly5YG/+Bf/nC9/8hf85LMv+CIooyg/+PRTlukJWkVTYJz2/OaLVxSpfPV0ZKKa7ZKFesq8PT7x4gb2+wP73YHr6yuW88zbd285jDfGbCstOiNAZDkd2aXAEPbkeWaeF5Yls78+mJxCFTRXKEoieH9Z4YUxwv1TZl5+NRjWf5XH7e0N/9F/9D9htxsN3PW9rPnnfY1pTu3mSJuKi3AJODfgqC3RsnkNsABTe60Hbr0S4UZLtYpVK9R2Fg8kmFFv2rdWJdv3BPcT33OJpUFN6/5hgI9efgi6b/re8Xz9vPjW+39vhZS3S/fz04Qw9hcbIzpeCKE2kkHzNc2PqE64MEypGquwVKQquUyUbEFAY/oW8nSiAU1CtGCUha1BI572gjqoO00nal1IYeeFsQu1zGZ7zbYHaKws5UyTNklDRCWQc+V4PLLb31h1811ieHFNnmp/HlS7P7acJ/MjdzsD8jsotBId7AjPGrm35Df3FZf+3/bfNuiXzr421l11+23NJhFnYa+wx/aefnkvaYuhXJgxIl0nrNbaUZX++QZ++XhYKx+2LB9/zia6qXQSgoh0/71duAW1v83xrcGjbU6dpevYHtQqRVweQqX02+gIWuPYdzHtpnfQmr129K2JaNbpiE73vUFVC1pWA8kYFJhQKBvkDYvkNvCj+rXV0y5qi2Z7vvTFmrEBjrqyv9oQb+XvAni1G3FdGqy0JOac1upJ791BtckdnVbfNINKsVLvrfqSu1XUWlmm2QQwd4NVfnBAylICHJjpgMJ66yEqUpOV7W4NJTbAQKxMojuibL5rDRO7syWiHsw3p7Yh9oYGeylHR9XNwbQYpTGPgg94B9BoND/fPBqF1URYWlJ0X6iDCFI3C7c2gF07uNY2kMYiWVlxaz+KsHHiV52RdoQkRrf0haHBIx1Y2IJO+BoR3Emv5rQSN2hwE3vdgJC+lbGtStVACfHFr4OXasW8myCmavEhrOs8FCt/XKtTS1tUR1anUkJzzMSdP++ZYMuDCH1uNCE8EzT1Z93k9tZWge2Di/R37whB2I0DrSx5cT0zM2y8nHQxiux7a9czcFcbqIGl4oCteesHfMY28chgueAKxtyqChQL0GAgQGP8yTPgXauabhpmxARnj7XIVfS5WLoehvS+bmPAO7Z5ZX6PzWJ59qj2YFCFFx9/zPX1NXcvbjmfjszzTM4L/7d/+H91YFJJg0VbSs7sDgf+/n/pTxhSQseBnLOVYM+ZGMwpGlVtI86VogbyshTQhbMbME1IuxuLutBTMDeIeC4Ly7yY+D3WH1aePBI7E6hSlkL14EBIFWpgiMLVPhJjgaAMIywZnh7g+LRQyxN3L68Z93uWZYZx3/WrG+APiuaJsiTmSWB3bem8alXZSs1IyQwxUnEdvbqgESjB+l/V9YAKYrdGCGWzZ2HrYSi+QDhL6AKAVHAatfjK2sZgrZVhcAPQwol+jmBzuwcE1jWgM8D7+mtrSAiRBmyvA8cYstCiu/hcyg7k4P25rscNIGocWnnOjJNmwMWLPfh52l6vp7x5rzOYf43FsdshIux2rnO0G63QhwcFNIilX0vrZk/33tgeF0GrIC4Y4v1S1bvHQEJJpetJUpRFDYAwpoESi0JZUC/iUYtXp1VlPk0cn47srvbEMjGWyfWMZouCEwh5ptlqttdAzUfibo94JbDiBm4ICdIVU42oCGO64u72IwZN7ELhzbsT5/MTOS9cjZGbFPj4h5/yJ//lf5N/9v/6p3z5l58z54VdGkzjaEhIVK5vr3l1d83t1cjtlbFXxqd3nN+9JTw8cnjxwnV2hDenhePjkevbjyiaCAzEOMIw8mWavO2aUw22uEdfp4wvUV2NuoIzADF7SZrD7TZfyVQspcOCP9IFs8H3nmABxCBW8dCzlwmIhfZUvW8ywy6aPiYZ6tJXGrvVwvH+yM1+5P7NPeeyQDkzT5mcrZIcAte3N6TRUiLDMHBavuLx/sjwG59y+9ELDrc7SHa9PD0yI0g9cr1TputIWCBV5fpq5Cc/+QuyBO9bA7rCsOPq6prjdKYUY/ROpxP3b98SE318RSp3V5HdJ9fc7JTPfnZCazGNo8X2+pSSlR8Xt8+b01kq+bywxGSV1/YHjmmEpRpDJkUeHyaiKvtQOAdllvdI6r/2h4gwjkPf81ogV0QYXKvMdF0bAOQmx2bNt5ebLS4eCFnX8wvnuF839Fe1zZNn+14LQG/qLb139L3SAS7Wb4OYX2LgU6RVNNv6T6Eju1sg4MMgolw8hF78auddmVvP97TLFlhBrPafFTjSLsZvQAusQvPUjGAp/oFMLQOlhDV7ppr4fBBj3YQwGNMHmPNMk/igFpt7BEK0FE+C2TfUTC0zdZkYYmQYAuNgrEiTXDCXqOaM5YKsemxLKSzTzCADh/2ecRyI444w7NBZSSlBGqjzgk4zzSgJEglpsMdtmpuuM0fzadgOhEujvOv/fGD+/qKgkjAgknwcKeopfxZ8drKFdNyGzoLq97L+65dZPhpravsdgZVEIetzipvuxb+3VoDnwxPs4pw2p0umA0b9HvpJfvHxywtmq2saFZuMtekhsL1hd0rF8iS7Kr87403UuZQCywSlVTaoxiRSSzauuVjpzjyvD9dLhbiGTwwbAeLLASM4dVCrM8wsRUIVT4WwdAEiK3DjC0/Psdw6dq1aTa8yoCu3rW3csl2MGhBWXRjWnT53CLVWyrIY5dCPqut1ejtiaW4tWr+Nsm4XaR8JgAvSOlsgiHY1/Wbw99xQdzibwxA8ehBcuDL0ybqCM6uTavO6fb5p9aCec3yBam5BKkF3wzpg1tM5r4kObIhcPmMIgWUdkf7fZoz5PfmiK5v/WtNvwEUxZ0e9sgwSnDHg4I8aULeWU1/bSgSopneEm4ht0IXg914L1cEz1epAa9tM7HtWScCfoA8jN0Cbv7VdBVq0R21Da33ZviauWxJT6oKp0oC5niYsbYj4vKhOX6xd0E66WPo6J1rp7l+NaP4KPOjFHGrjrIE2rFOmzYOtk9XXbOljIsDaNM+PWpCw9intGlg59+cmiIh4TnY3m9Zx7qcwY6h0R7ytCaU2xmY/2Tak/XwvXW+6fUda29g5oyphGIh3N1xdmwhpzpnz+WxizO7w1VrJIZBS4KuffcHLF3fEYJUSW9U5aXoo/f7XKpfigF2q6/gVkaYJT1Fh8e+EUglLZcrGvEshgmYToiiew1YtPU60sCyFXDIhBI8+mi5eHFplKkGTVVObJ1hmKFl5eFiIw8y4GxHBKjGF0IsZtGikViu9XcJMGg++NrXnM+FvqVZJyuEZDDav/jljUlnFMQv9q+ZuxG4WSB8LBS7mIs/ep49fW4XUnW9jJW6smzZIsKoo6zjr4JHfJ02LJUQiqesIWbCngRHwAYEKj3q1Nc5BJmlAk15KcfU7auv6ymhd10OfSVuGeB+7GHD/c49fhbXq2x7ijvFASi6S3QIwLXjSNBgdVPIEV7JWS0O4AJg3exfF/xTTSWIgJnzxsv5uukSilkKFVupslXJqKeR5Ic+Z+XzmfJ6Q0yOyLKRiaaQlz9ScIY4eI/RouSpzLuRTRXYH6jCiwZi6EgIaE4zJGIgaGdPIyxcvuB4G5qd7Hu4fOB7PxFGp00L+8mtu5jN/9G/9bXa3I3/2/7nm7edfsRzPxrgNwv56z82LG+5e3XK1S6SgLHnm6X7i/s0bnh6e2O9HxmAs4F2Kps+mlSwCEUqETGXR0m2y1e5rbAj6Phv6LGjbe+i2FmKzL0vxPcoYgMH7UzGtpgvzGitlj/Ueja3RXjMILiO5UPOJOj0S6wTNxhOooRAGIVbl9uZAXSJlrkjZcXV9xTxl0rjj6fGeZZlQLex2IzfXV5RaOZ9P3N+/RVmYzld88tErrvaJd198RShn9leJuxcHop6py8xuP3A+n5hm0x413SYDLH/22WeElJjnmWmayMuMI+CA8PDwQF1mrvcj4zhyc3vFq/PCUmA43FBkYpkWlkUJwcDseZrNcR0GUCUvM3GKpMM1h93IGAdmnQBhN+w46tFMepQU1bbTv55Za0AzwX2widnSLhdKf9EP2fyr2eMmNNyCHJvzwnuvuTFAs1HannsBuMj67fVKbNye9n373JrudGkM/Tzfuttu3ad9n2G1nml95+ftRCsg1AzKevHeti3snqv7apUe3EVo/HN6qmoGLaAZrTNUSxUzkK0gKKNOLGr6hyma8LV66txgLre5HDWT5xkSpDj4tds9VE8l3QQhaiUku9+qPleS9HbXagWqlqVQPZvhcLsjDjvzEZuvVStSsrvRZsNqTAiBmhdEondWywTY7lu+w8mH++i5q7IF8y4/96FvN2u7/Tc9d8Vodv12PH7oaL7nCob6/Uq36FfA84N3Ykfo+8vGomtzRtZrdF8G8fpVrVBVY/fRp0nTO1/HJu/ZaN90fHvm0ereWCNsJnprgrUP1AXWtA+0VjYQbedSpBR0mdFi5TnXHHEr2VlzdqO89gZuYr1bpDarsZy6YJSujdtSBFaKlwM6xSr2rKkoqxZIj8KGsJaTdhCgp1/V6ps7/T62A8FSWSwHu+RiFUkwBySEJgprN2pasd7p3Ti39CsFz2WkzwbtD7gdtO4QrKueU9KcXSENLLLTbMEj6cBR7OyMDhgFK8HVnOr3Fn2297GOlUKli2GDGwqbu00WVbd/a/ui3ZJ6pA5QbWwZzJj0xSnompK4XZfZtFOHhxtQom3nc7YDQpGAlcMWQvCxoV5G2PLPkOBX8oihtXYxI7iBRe6IS1AapNs20dZfbRyG6M5SM/r9va6x1fpR1na5kBze7H7N+GzVktYfWSnE29TAPn6aeLZpL4kURKNtJqEtcO253Nj/uVvkd+hQhWKpBC3PHWieat+wt4CdSKsecck8ao6q+vrWUktl0wdUS3vUWl1nK/ha3pwvA9s3XWC0zbbYa5tfrqHWF691zHQwrI0RbVWxNufsO8s3mDu9Gdax1bHMYnpwMQVCSNRoKZS/8Ru/gWIVMlSt6lnOmRAtOqy3N+ZwalhB7y0qp6v2m9Fu7bqtnlPThor91tUAplIJSyblhRJgDCaIGpKBtpaSYevLshSIsMyLAVExokU5T5OtE1VJKVK0MBeYDQdjHOgGac6ZaZpJKTFPVqlHpRVgqCt9P1c02XN0Xq225yuedrgGH+xLjdXn0UKPIIpNtj5GQLpT2Uohtz12Ox7t98o4rcFSHmt7vwcanNqOWQiidr1tEKDv3W2u+ymCiDmabT70zW0z7lkp0M2faGNyq9/UqukhaqTNNn+Cu9kSelrCOvfkAuPY6o31e/kGY6sP918JoPvbHSLCuBvZ7XfEMZnT3fd7X/9ls355nym25aUUV5+oN9tmXQQHoSJRQZONKVxvp1VRVVVKdlp/rpSaKXlhOU+mQzZP5FII5UzSlkZRCHkmz2eGdPDgm1fELRmy2WLLww52exhMr4mYUI1M0wFZTBMuCiTf756midNp4el4JlVh0oX70yNvHt/x6d/7I377b/0+ty9u+fqzz3n7s6+4//It08+e0CCEIZJ2A8OYiBTKsjAfj5xOJ6zM9GIMKU0MKVKCglRqqK4BYvpBIfs8b8FnaXZOs8DlQk+x6evVrXFvpkNnrYpY0YJuSzpryUkf3d6wdTN027HpGCow+D2IFupyJNYzqFUyiyG4XEkmhEydld0woCFRw44hZCTc8varJ47TzNObt2jNpHFkP4zc3dwgQBYlLxOnR8jnE8vxge9/+ooUhTJnSpmpdaHWmWk+skxHA+KmicbCLsVYE8eHe67vXlgRHGe9xmCso/lkKTdSMoHKbkjkObM7DEyTVWjMeWJZLCNgHKy63v3bBzTD7e2ttXFR5vMMWknBhLNbultUIYnJM0SBFNY96a/dsbE7mr8mvajH6gvCc4twtXmbb9F0AC8/9fNecbuoBT5agZIWedD1Y+ta5/tWd4ueLXRujqw+7F/tvtD3GV+PV6bwRqpk4yu2KSyXizHrv7b7fvODWuXvgqgFqswX9jR4/1mZSWZfpHpyCyCjUixzBbM+oti6Y9VrHZyKmFSK34yRH6zYVOx+q/ukRcFT7kVbkSJz+yYHgUtR9tc3pABpTEgSdKloyYQBswuKs4eDQPNZmq8vZh9cjpDmu26TuC77o0tsdJtb3jMXtj51+7dsOmh7VtOKXO11Mz+26ZONbPL+/bQR1693OQAur/1zju6XqXZ/pJnygif/+fNszaUVL2jhJG0tsoJxPhatrtm3mx/fnnm02bSaA7Z93AvgqDnpgj1ZqaAFcfaOVjOiLRrbjAij4rVmrrX2ksGtsVqJ5tbwUU1gttZiaGmLcPcKRTb5GujUywfjA1O1AxPtIayal4EUFVzUum4Gxeo4hhYhAzOygrqzVBx1tcoZtdStXA4aa0+JC9HK65JnXwitmojW4Ea4gW6NpqebBbSlWTaq99ob7S+9nEiblbcDQS4Gshqe69ftdoJvAvQI5zohvc2qiVuaI2v3UqI6ddEneAomkgq+BzwboA0YU1uUVtFuWR0FEa9c5FWB1M/XqGy0hfzyHvu11vWkP29ALsqKdiQXkCIdpVetEBTV2J/RcmJLT2W0K7uz6bfRhGtbXwJeRS11unoDM7Wz0zzi2DbFzeLkA4/GIuti5BJXgfDWbpvx0FOk3Oisqpaq59E9lUooCtHmWtg0GR3A4Ffj0AplNmos9HVImiONtVFztt396sbIVtuoOV/VDaqKVzdrA6xtNFUpItaGYQWYLTW35aPTgWl6Sm3zj10gUdmUXLYtoXvmtLFo6RzrBtmskm8C+L5pM2jzRLrlZbnyxdP6CrcvbknR7rsLV5eCUjgeT669YrB/cUHo2LSlqqUblGwaa9XnilB8PK0OVnGWndaKZrV0gmWBOnHYRSgjb58eiWHngsyWyluk8jSdCDuLUKWYGOJIzcrx8Ynb61vKUhh2Ss6V8zmTMxwOpkFWipJ2iRTF0oQlWsVJN2Lb3oQDyiGYnljwstvWh17hsxYkNOHvlhoqvSft94bdg5UE70UjbGR6GnRAa2YNiLR9d12sbJoHZwwKUsXTCpr+CquhszX4w+V6otQelLFbNxCr89rcAH7PqPDx0kDQVkVSnQ3WNRI9MCTB0oTb/OrV3kQcqHu2zvi99Gb0F5sLsB3rH1qbLgte/OoekiL7m2s++vgjXrx6yXjYIykiMZjeVwykZDpZxkiKnha+niPGlva3ZaOtRslFSzkDKcURqpIVdCkG6qoJsWpdEBXyPDlwNLHMs6cwwj5UBgwkKnlG8pk8PSFLXm2qkinLYuBHVZbHSCwHwm6EOFjar8A5XyM5o6WylEqeJ45P97z7+g3n6cTT0xPMStoHiJXyuPDTL7/kk09e8/uv/oAf/db3efOzL/nJn/45//jr/yfn2SpyLaUaiBMTwshTfgtRuLq5AlFL4xCs4lmCIUKkIHU2O6wEdhxAoEYDhKplilq6arOVml5YLZYeQvML1fX1hJAwrSIgxUhMwYoOVNc7dM3MFTzyfsIY743pKC11OlSiFKgzQSaGlJkKDJKNe1grOs/o6Uw5A8OBGGBIwi7uEWYe3ga++uorlrf3jFEYJLIf97DfsZzOyNWOwzgSBc73D3z5k7fcjn/Iq5c3fHV8w+Pbt3z9xc94eppZf88AAQAASURBVPeW6emJZZr4ndc/JOSFOZuGkxU+AamVMUYWhTGamPY8nZGgnB4eEankJJwFJmCZZzRdMQyRp6cHzscTZVkY0kDJQp6UaTpRpooUYdjtEBXKspDnharS9/RSCvP5THL7aQhCEiGKrgTwvwbHfr/jt37zh3TwyP9H8796tNQOe+9ZAL05oT0w8YuP4Da36Hbhl253rs65+Gc80CaCbCoctt+hBZvtJjd7h++TFxG3X3x86Dmes5k6wAaeotr20xU46nuUur317Iz2celtT7MvMFuhA0hqQFGzw6i+ptZC1zxs11clhWpMoFopRZ1o2sogmIRDCJBcfzAvljqLWK8Xt21SemanZs/k8bTnWgshBUrOTOcTp/OZmBKH672ly4l6FTa14kvbTmu2bK19wsUYVx2n3qMbB/Xi94ZpplvmGu8HhGl+4vMuWO/n51kO3f6QgJA2NjTdF/hlj28zHEWsD1slZnvRqA+NfGCBBqHKynUV91hrC+Zs5usvMw+eH78EeLQO7nbF1ilbPSTFDAFxmjPgyGXtwJEWi0SKgy3FDQywyFIzxjui2kaTT8qWApebGHA1MKZHL5/fuxu4DTDq2k1t0PnHuuPYfbGycehtgLTKMcbrxpxGLRSKRWyjRTNyKeRsP9txGlx4NzQmkGKMvE3kUMF0k3JFUuqOAz1ExdreF/2y6SuVbkSu+hPNoBT3OZsz4hpGbozIZnQFp8CLBNd/Wfs/KuSSiVFc0ajYYPZKATEaJRlsz9n4wODAVtj8bYFOK6/YjKWW+hi2A90daIBWorw5INuFQtWBFhVLM/MoRWOPJYRUE0swoUT1sdw2sRgifRmvZrmpqonCjiZ+XbJQyOY4Ub0KlS9A7R77/cd+3tjp47IBSrE+F2dXNM+PdXGSRnXvTtSlg9erE6zDGDbLiOl0Rdt0N/IjBlNUom8Mm27y4WIbREqpi0J/Zw/xYVcnd/abllTxti7EdEDq1qVeQTugA5dtPetswrhWqWui6AoE7+xasjG4hA46N/02FSHUS5i3X92ZYMY8auudpRj1CmUueK9UUrLy0+LrJYqB9JZvQuNIrRcoq5G1BRLa+i0BajE2Qbb896oZnQoMO+IQOT4emabJANwYefn6FSFGB1csNSuI3beSybWgOZP9fJRMpVj7hc386PdTkCY07oGCvOTuVIlEHh+fLIolglaYF5jPymE/YKXpffMuSl0qy5IRhAEhReFqjOShsr/aEUIyhkFMjOOOYRyYpplxHNEKyzKbjpNWJAX2ux37/Y7h9taBcTNikei6AJEYx0vgVQpRwxqlCnjlyjZ/ns+jStVMqBYMsci4G89i73uwrgvjgp9TnD0pgVpkjUxtjHkJFQlpMwY3gZWNAYuLcX/Q8LIBe/F6H1aqXeOl7dPSI4q67nFtvatqqXyqxmKpuYN0abNO5mLX6yXktWlx+A28F+BeDe9f6SMEDq9e86O//bf4kz/5e/ze7/8OL+9eMKTEeDUyHCxF+bDfc3t3y9iqPrb270fbQHXzw8VnWtXbAL7G2RqSogGqjQKPgFQ1ts48MU0T8/lMWeYeBU2DkjTbOpIn6nymHE+UcKYs2QtzBK6HxFwWyulIlsByuicDiyqLp6sOf/OO5enEcp443j9w//Ub3r17S7x9wfH8jrdPb9EBdmVkfzWiQfnJT3+C6MKr21vGlHj9/U85HPb8xZ/+mPo2sCyZ81TY72G3Hxh3A/E+sr86cH0YnHE4E6Kl6IZDYtgHQihkPZOzOQ4x7CiCF/3xGmtpQHd7k0PwwhrdOXQWeRNfrV7QJDY7pfVDVRbXnbLU2dptxN6jurHvqk2BoCBlIYaZGArUM7E8IOHMTdoxTzP5bNp053ePLMdixZUOhZgGQhLTXNNCyWbPnB8fKWLmwpgimpW3n33Jp7/zQ2TKzMvMfD6xl8j8eOLw6R2hVo7397z98kue7u/RBYYRQs4m/usC1rkokgbGEBnE/QY1RlUMgeP5yfXXlMfHiemc2Y2JYUx8/fXX3FxdE1Pg6upAXhJlKdy/uQcJfPzyJRKE4/kM00xKA+Nux/3DkfO8UIpyuLplnieejkeuDolSlXmJhFBImIO0imb8eh+//3u/w3/4P/wf0FPVaE72CmSoqwRf6sxt94hNgOOXcUyromEFasSdYvKa3h5ECFiQKEo0/7EFl31t6v5ZE/hvDvVmn+3gzLfz2D+4j1zYcO5T9SAz5s9ZKlLbv0M/1yY+zXOgwjCl6iv1KiRt+37TN3LmkTamkQWeK/kCXlEP0mn14F2xYJT0oPVoKbjqTGcRB4T8e0FpOg3B/awYBgssaTAfzeUHjK05U6fM0/lo63uMjOPIuBthfzCgegEJiTBeYeVAGojVnlP9tUu2Ufdvmg8q4iDcRWP2/n32RdsTv8Fnufh8kyjY2MkX+MYz+xkufe9OyPCTSEcvVl/9+Wiy4bOOs58LXDnYnfNCqUqMyWN32vcTwFlK2/lE9+s616L5ye2NNi++pdn07cGjunU+AJr4rCGO7z10rX261rICQbUWtOlVYMyjsszUxcS71EW6qkd0zaA0YcbmMnckWS1KLQJlyT72PMIvm+nt5wqe2+cfoxSl5kJWGNLAECMaoiGozUHeIImrFootWDFgaRwunG1AgFckmhfmaSLnxRx+sWhScvDF7tVAMhFzbCwMa5Om0Y/N0Ga9bl0He+kLkVilJp8oVpnNWU1uBArBUxEcrqmmTWIRStcs6hPTBp+KiWUOrdxvMYMnVEhR3MhfmU1tYkuwnH0crGlUx74hsbZpq8QEG+S0fcYpxQFz2Fewo7iKiPnNIRiOHmI0sdC+CFUfS805zx2w8jidtU1H+m2IB0wEFhyMwQVIxdMc3cBxuMHa1jgppgGm1jemZImDjmFlIZVCqYtFVsOqGVGyjWGromQxrw5mdFHwFTyqbdJFc6xDDKZ15BtBG/sNvLBpaQ6cRgcQaeuIG6zBSjBTKoFoGj4SXP8k8u/8B/8e//f/w/+F/+Qf/sd8V4+2GLd1YI3krJvPMp9RdeHOtrmIObq7DsDJiuj3tNV1TNtGYdfsNT+qVeHpY74ai6vnHmNt3U0t+XAedjtaBSr1NawxWVqKWFDWiN1mQwClZmP+NHwDxYEe7BmaPZMr8/lxBaID7PaJGPe8e/eOaZoA2O9GXtxeA+bgHB8eXbRanXFsBn/IeSN+/KHYbXWNG2eDefqS1EqOiszOVA0uqNiBONuDaq3MtTIvC8enJ8bRnK9Z4e39DLrw4i5x9WLH6fzIfrdDxz1JRkSsKmcuxp4Ikoji6bohGkNDhayWs1+KAcMhikd9ErlUoiy+1wTbREMipAEZAtpZH2u/apnMAXTwMAzRK4u0nbwNF18D67JpL+1YiAmk25oyn+dn/a5omREZjO3g602L0sao2Ja/rg3GOlLUgVX7TguYDM8G46Wpe5lG3ofmdvCiavOrGfUSklWYq7kb1jbsvllcRIDB27/7NQKS2rt+FGe7OfMpxl9K0vG7ecRI8HS1cRyNWSSuWehOS/BxKx5tNLvFdrIQImMTHnXwsgUCnh8hCqri5dwx0JNiwF8IIFZcJI0B1cQ8zRa4a0G/jYE4TydyseqCdZ6ZzhNlyZQyUbKJbVdVsgjLcubh8YFy9cjjNPN4njhNE+dpYiqZV+mG09OR0/0Ty2mmLJUYAge9Zry+5uHhHefjzM31DT/8wW9ye3fN//kf/h/5J//4n/HbP/wBv/ej3+RH3/seH99+yp/8wb/NLgbIEzF4hahSrboPytVhQMHZh0pIhXFXOVwNhJ2S65m6QJCRGq4Y8sQQTYB30UoGci3MtVKjoBIJKYJUJEVDUPJiYvooo0TXcqvkZbUxg68DpbQApBIJTMWEoYeUCDiTswGyIVhRh/MbYCHEiuYjp6c3LE9vefG936Aejzx+9ZbHt0/UAjEduL6+Iw0w7IRaM/dP7/jZT3/CV198Rv78x4y1EEJieZp4t7xlXjLlOPPP/pN/wt3dHS9f3XFzfWBIgfn+iXc/+5rju3vm00Q+V/KJRpjgzelzqgrTrEwTLBUkFb782Rc83D9yXmb2V1e8ePmSj16/4s///M9gFxF2xCCMQ2IcLaD67t1PAeH25o6bV9cE4PR04sdv/4LTGU7Hzxh3A+MwsNvt2O+FkBKRxG4/IiEyLwtxEK5HIcbEl2/e8vWbmfOsnOtfH+Boe1QtUPACOC4T4fIIpRQTUv/AsfpHzdH/lhdswfH23e7wRrOXNnukfd78rqbHZ9q3lVLmzvKz9BuXSvE1KWJyDlV2l+f7RceHHmRjs70PJNneKME+VlWR2nQrn53m4pQN0GoVLFsqmu3PVJMOqHVBgmkOac5mH5H75UPzkRVnkBvD04Aj881iK1xRbS1FxGxETyuvGbSKFSwIFS2mWderWju422yYkiun85mH+zccrg/c3t6wP1wR08jp/kg4Rea5sttdEdJAkQHx7KM18tN+uy3jT/NBNGNj63ZiRGvD9z76PpL5Ye2j90fFViZiPWHTDG7/fH98rBpGulZfL/mCNWT2iVyM+e196ea65id4+r+uZJilmmZbcLuq4wWWUPL+oQ3/uAwKdh9J4bLi4Dcf317zqFH5ez+sqVi15t55zX7QZgzqStVvIok4bbmW7GkBC5VsRPmCGZUejczLQs6zM3bCs45qjpSnTfnDu8kMNFDEsFxVj3xqoDR01Sd0qZm6EeBcvDxgSyHZHu0eajGtjBYVisFSB5bFUtYUenpSjJEUHf7aaIBoNWfSC13ZZHLHNcZoIAR09HOlp62R3yYu2XJrW5UOqyZl1E5xZk0bjI1Vg5gegtHaNyilX9PSMcJmQZfNImhMlVytoohpzPjCV61/Y4q0Km0GwKznFi/V10GQDi41Z9meszh4E/tssIWlVcK6mNc+UWsTsPVnXuEh6Eh+ZyHl7pQ0DQKptgDbuA8+X629DDjaADwG9xkjo0Z79t6NXuFBmg4OzLMt9DHawl2qMSyqlg5GgfYJLU1G/AMbslXcajopdo1SmoflgBEVFTMyE2PXWMohW6QvFOIQkWSYbsCBXFXbUAJU35zMCfx2i8v/P47/xn/9b/Mf/Lt/Yg3tG1sfQ966a8W1D7OA5g4wujOPRV4iqwZMaGlJtVJWTLahRDQmHbQxIORaPmyI+KE+aIJv7NtKLysjKnYgrH+P1Um/OB9t/Pga6BHD59VDQnKmSKkG+mLG2XS2aO35dORwOBiomjOIOjMkOPhfWYpVOQsCV2kgyGhVm8iIePA9BlQzNc+2LmPrEijR8+1TFWONFQOjUoosOTNNZ85PTzRWnoiVHd+NOzOyOjjo87haSpuqOYI5F7JUzkvmfGrzD0QmYgzs9cBBIOcMFZZaWLJVHepGRRSL3uWMakSiECRT6wJ1cKZUsXQS1zQDIYeFUKun49IBdy1KTkIuVj0xxsG1aYQlZ0rd7P6Cg/0GEmvZAqPPDwO+Q4q+JlvRBBBPrWvriK5rriomwLnC6CJcag21r/icej7etkePELKug2bvOZAVElWXdkpqFUIYLWhkFzbEs/3owjal+INHsPUpaKSW57bCr+gRAiElhm1KWiu7CyC2l6dhtLW5rz2rBt6lAELwggjPrwP25Uqozvyl2nqWM6EUgmtwlQqkxJACMiQEtfTLFFyvpjJPleg6YMXnUVXQdh5RlmXi8fGRZZ5hHHj7+U95+/DI4/HIaZpYSibXyhf/8T9kv98zxsFSyefMkm38LSLcpYHvf/oxrz59zeubV9y9esXv/84f8vTunrv9awaumJ+UEAt//Hf/Po/37/jyp59RpiNLFpYgjBK4un7J1X7g6y++QIjs93uu7+44vHhBjQOPT0/MSyZXJcQXDOMNIc6Ws0YhoixACF6EAtP4yEvGgN0EMRA9QBYUQi4WlEu2DivSqwxNj2dLHwl0wLDMM4KYzqcDdm1+tfn4QpRRCnk+8fjuCz778b/k3dc/4UfHd5RcOD0eKefCfrxhHAZuBrF00ihkgTHC1WHHy4/uWI4vOD8dDXCfCvP5RK3Kkhduhh31NPN2+oJ7UaQsaD5S//j3UJRXN7ekT2cex8B8PvPm3cz5DLuDMkTQwQrVhjHws7/4AiLsr68Y044hDtze3vFbv/nbfP75Z9RSub29YhgGVAt5PvPxp59cMBmRwLAbef3Ja969fccyF6bzgmAB1XnJVDmThsTVzTXDAHGaOR8reTojSRl3A9dXE3FQ6hny/NcLQDIph2ZjsNFBXdmM6to33RYK0oPQfa13m/df/0botprZ+M0wX/eQvoWp3WdKB/epzB7R6mnRG4b9Vp+oPe+KW617ln+4fehDDXV5sxd/1W6HfBNIte5Nz/czL67RlYma32xFClQXRLOt7+4X5ekMupBCoknBaFnQ04k5F2MsiViA2X1RdDH/MggpAs/AhBDNzgpBCHGHhoFpfsf13S3z06MFKKKlFdeiLEtmPk0IYkSMIYEo03Qmxj3np0eUyClnBg0MaUdehJA8TZ94oZELzR7Gx9Wm4ENLn+wfbaBEG7OXQJLyYTt/ezzHktra2t9vtgyrP/4hVvbzvtQezCora7oHpj1YpytjyN6PHctoAFL3l90ma6zzZckeBDb8QVvBks34thsOPqebnext2e6pjVxtgOsvPr41eFSbADYtUtiqs5iDHTrDRJB+k4BYKWOtLn5dshmN6mdobKQGQHiDdy8eO9Uyzy5QHdyB3aCJVYmhfb4Jdbpjopc/VVtnqRvVDow80+GpHTS6gB06AAAmptoiVPRUTfVrW86mJOug6GW3e+TU+zem7nV2dsLFuNWVNQIWdQ5+rcYUEuFCKLlR2LLhZ3btVtWjtoiWsSyig0y2bsa+EVsahBJDZl6UlAYDv/z+i7b0LkvJqlVN08QHpg9Ru7+Wx+EV3BAXzO1j1MEcBywcU+pOikBPKQuNNxTo4FHbpNr3G01VWFknonpZYr33qaWhNbExaXpZm7HXdabsprp+jf3btE9CUCiRqplWGwHZAnubqHhdK+8Z/bNtEAbwafVJTO0RZmXDbtF2M01otnqfNV2WDNVpJbQKYYJiC/rqTOjljy9ma1pn6zddf22m9nfxiCEwhEDJSkyVpVqqi4Q2R6KlKxXTphHBctx87vSKRevTd0OlQaiG+Bv7zAhb9skCjLTUs/W7fS672EVj/EBbyu2v/vcHfeS2cZrRsKakNopsoWY1wWbBUMBnO6Ivzxdjud1IA6Wp2mXKFAPPUzJ9pVKLr6m2gQ9DIkRLAVmWxVL22hxO4GFDE1qMoC4HZNW7XAfHH9rGrzFNA5j5WgvTvJDnmeV0Yp4mVJWYYq88dRV3nI4nSmkMzjYn6Npjpbi4pLMumjZjGldQNueF00kdVAfVbJos2QTlg7gxip23iBCkMRsVKYUaq7MSjfmhauBlFSVpG1HagegqAVLylnbdNHUmZG3C/SszTdAeIDCUuHWlzV1h8bZ0o9vL6IqEToSXTYVH/z8STRekjQPbRjcp2t9wtHG/3l8DMANF6emizbhp6XPriF4REAWCBKLbESGGzfgWKtEN6p9T/mizZ36nF6lf5ghWsjgNyXSNQtPS6magRZJj6Ht3W0i6o7A9tuvRe4eiUimiaFQW76GYvGKSLwxxKeR5IooZsSOQVTktmVqU3TSZTlxRylIoUzaWXLVCF7iDGuPAkAbysnD/5g0P9/ccHx85nSempVhAMArHr37C+Oo1u5s7YhyYWDifztSrJz79/ve4/egV6eoaTYl6ypy+fOTv/M2/zf2Xb9HzjD7BtMwMh8QskOvAMFyzS3sOu8QuVOrpa+IQGHd74viElEqKOyLRCrvkE+XxyOx6OeMuMYaZqAFSZKlmEwVwIG9HSEIpC9G174xFmtz2sf1VS0ZTQrNSW8BRLWKTT2dEhDEFdlJIxzMvy4n5/g33r36TMhy6A2Ozw2yx3aCMZLvn0wPz41fMD/d89qf/wrJRizLGPS9evCAkOERbryuZnCfKPBOB28OB02HP+XgiZ2Og7fYHYtoZwwk4Ho8MMZCi8HA6MT+d+eKnXzEmoMwcxh2Hj15z/+Ydy89m5gyne3pQKld4fFMJOxvTh8MeCYHj8cxuP/Hqo9ccj088Ph4pVahzJi8TyzxxdTgwLwZAL7lwzhO1FF5//IpXr15Sc+EnP/6prfuqLMvMvFgq4v76yjTCcgu6Ggt5HEZubq+JcyGzcMoL83c4Q/+v9Gj2dLNhgAsH+UPLqhss3SNrweX/FMB9c/bV97sGAXxoSV/tJy7/8gBE1YpkbB1tbNxvc2/baz1HFuwC/rv0Dzc7rt+H0m3nD9/vB46SMfDJ1wfR1aF35okVl8ImkVHPLVvAxUOMneR2WoxAJaZIjIEQzebNOVtF2mDcaTMtW9/5nqHN6rUjhch8PIIqJR+JaSSGQC4npvM7bm4Spd4x7Ibui8YkPNw/kGtkGK4s4OD+mFLskWS1ubd2bvML3ZCkGyysPvPqiFkPiGzsEVl7ZPW53j8uyAfP+6cHwNymlyYnot1XWmVS1ntpKMg2nTNIwya2r7t/3+fYmn3T7seqfq/3E2P0DBPzNIP3mYh4YKY14yV4K5sRukGX+qBs9uW3PX4JXrcDMxcd0IAV7Q3XUnysxJ5HMquLpfokqJ15ZGkBWrzkYBsITfOiVqfdGbBgAatCE8RuDRKgCwmuC1fwxUy7E9H1kBpq7cCL1ladZvNkvbfWFJO+dnob9LS2NgBYnc4QQj9fM+jWKLE7qWq0S9qgkxUA6dpGHRDZPFvAjDAsVatFpVqVnsZYaJRPixhY9anmHKgWLx1vn42aiKFN5HAh8tY0SEww20EFpVdEg7BWOujjxJ7PUvPaxwxUE219oBcTju2fzYnxpmj91Xq9jz0XwFN3fLeLSZ/kH9p1qrNKmliAM0Wktc+F4Np6mv6MzjBxl8yjAFuK5SXabc6siQc7TmTy8J3G6J690kFZaygXmtXo41f6AtbP3lAdVdYyoM+fvZVpdJejbxatWRvIto7i7e+LS32Hj6rKXA04rC5+rIoDh9qwy7YPeEpGc8gbq07WPpcmSNqGVptcuo4HdZ6lmmj2ujaBELpGUl+lN3tFe9XGkm+W6mNzy3Zr59CWZuebg5+3r2+eQlx93dwOfXuuFQpvw0MaWF8NxGhpcMarUxPNp673aTtaj6ioM45CisTGSKqXTn5/TowV2K7Vy8trpS6ZaTnbs5/P6GQpLvNklTuWnKmlEstK321js2QDroZkI7aLZoqDPU7vpliKTUzB9DvqKvKc88JcFkQaW6lSikfWpDAsZ0oWtOwtOitNGdd3QbW9Rhy4XtN1fe9qc8nvCRdkbQC3ie+HzpK1No9tRW2DxNrTHaJtv0GmsSG369d2iQ2x8ZkNnLb9oGmBZU+DSSbIjhrImlfj7PlaemEPdJAVY/21Qdb2EgeltX9P1zQ8bcyJzTzsqbq2l9h0rM9vgefcK8XTc/9TBL6/M0eMyJAseDM0NttmzRBL2YxxtTf6etGB8G97bBYu/1cIQoltrVCKKGGMVI0M2YW5o7NuptkCWaod7CsaWKqQMyzLxM6doOQBwKLC8Tzx5s1b3t6/4+l0ZsqF4nu5pMD0eM8pCGMtDHGkZJCy8PT1V+xHY3RPb+55mhc0JX7vD/+Qq/CC/e1HTPUJnRbCJBAC8W5HIBOHa0LN7lAWCHvOxwUtCzFeEYIS0kAII1JB80I+ncnT7OmtC3syMSTw9H3JlUUVKUItMzFUYlVCNj0QLQnKaAUFiovY5gXZjcampBJTQs9n5uOCLhO73chBAkOdiNMTUTPnd19xDcT9DsRSRkDYHQ7EcYSSWepEPj9RpxMJ5eZqJE9PDENiTCNX+4GXNzuWYlWXIoWlFmqTkNDCbogcBeZlYcoLw7hjGPcMuz2vh4EQItN5soBlzcaeXgqPj2ciC1Eq14eRq/0Ny1VlP77jmKtVu6wQR6gizIvZhbevrtjf3KESeXg8oeGew/UVlUguynI8A0opmZxN4DqXwng1IFgUfjqdGFNiP+6pCONu8D1U7TnmhSqwv7lm3O/JpaBAGqJpiKSB/T5Qw8JuUXZzZjrrz4Osf62ObbBrdYz14v0tuHRxNLu52RhdquHnXO8D56ABANqyGdrm5VfeBPj6auhyAmsgw/aV6sWPAk1GI2zAkfac7dm2+0hjbX/D/fcvXRhYH3Q1mp24bYr39qy+j2oPpDX/pYkca6iuMdS+vdr93cd0n6IWqzwoIkg0XbyQgqcmG+hQSjW2ktu6Zi9ZgBXEbYgGg2S/qotya2Y6LVi67YzqQpDA4W5nPk2ZyVpowfHpvBDjnnE/Mo7Dapeg3dZpGRcNLFJaGv3aNpdi48/+vnAW135az3Dxxgc6qp1m9fhXX2FzXvcdPwQqNhyoM4d8PDd/q1+m7ePd37K/O55ycVJvp7oGgsxPqww9dd99lhi7jeTwI72wFJvm7D6k9Iv3p/2WNsO3Bo+ePXt/6PUpV2eqf6yaxkxtue/V8i9biVb7sVxOPB/Tzr2WPq6lVebxBlS6U2T31Iz0FQUMEpzt4kK5rp3Tbm59FmssqwL0rNMa4rh9Pn/uLR1uZZAoVvLcHa8t3ZKmneL6EL4A40wqQ9g3qUoKjZZjYJyYs9QM620ntAb3+1L1dJewOrHNQejcqEZtC1a+uXpZ814ufNNGvZqcJ1G2xVoVFxPHadXP0wRau7RKdQIbDZ9tLmsHf9pPR3ufjadN521prIaZNGE9WEXmtse6IKDagT9Dcs2AaKAOqqa3JLJWSmmO2vZc2hZXd5nExGgDup7H+711Ya3aH5OqlM0CtQXSOlzR2Fq95cVYYb6BGgPromn6Qrc2gTtq/mcHjKTdfduEWh+vwNHlpP6GBfc7dFRVSysQoLaqC0qtAZogp9S+dnQR+AbI0MbeuhmZQ2TnbzO/AUxtDFVVojbG2KqJ1MiiRSMqyZsz+FCSLpTus793mjbwqCrSBVfbdeVyeG/mjgksa183N7vFs41x/a5dy+ZE8PWm378zPasWZyP6UBBPDaW4oWgip0MaCMGq3TSWSBtrYHpwebGSy0E8ndJTmZc5M89WWpbTCZ1NJygvufdj9rLeWis5FoYhdpbokAIpxnUJ8aINqp6GzAoqpBAsDQ918MWybc/n3Jssl5XAVYuiuqB18PUzGLuv2t4TMDalaBtf9r9CQKpXVcKF8zfrXU/Ebf3g4ueqaukB3bRo33NhdUNcfDT69zxNTxAD76Qxj3qnsTJ3FKOCqTO1WlSzOqATewGKrmvUxoXPlb6v+iG9s1fNPvUht7lT6wcw5lUw4h+KjfM2VJ8Vb+h75oXB6Nd9tiy1nVyfj/VfsUN2O64/esmn3/+UTz79mJvbW9MfDIE0mIaiCM7IXunqwlZjD9Z1+9u1RzMoBUvHXYJYBbFqbOY0JJSK5tp1CUkDYRyIy4A+nagaUAKl/agwTwsGcC7UFNFaOc+Zp+PE8TxxnhbmYqETCSZ2sEhEamU6Hnkoyph2plMWBqbpxMPbtxznwrkqp3khjCMvX71mFxN34xV7EorxfUYdqIuQZMfVVSBoJokS6gLxmlxn5qczN/trYwdJoGoycfZloc4FlkKIQiyZUCZCNFa5wbfFYv8KspxJDBQqumTKfKbOEdJMqYVQrIhAyYVwvUe8XwcCRSfmd4+ILiS5YpBIyic4P/H09MDTm6+4q2fGMdp+kyshDez1JTtVzjUzLbNVK1seub3e8/rFFQ9vv+T6sOf6cMVhf8PtYeTx5EyG6mK7mgkU04OKyQIHQZAYieNI2u8Iw8A47kzTxAGcp8cH9scT81JY8pmn0xmrAgVp2BOGPYfbA3M5Q0vtbXIJYSJnSOOOu5eviWlkdn2V03kmpB1FhdPp1EH3Us5ECRz2e0KMLOeZ+XxmmmaeHo8sySQThnEkl8yyVI6nmWleKKpc3T5xqFDcJo8psZxmNHjlwqIMY2K/i0w5c8x/RZP6O3r86Ee/wR//8b/xQbC5m6WbrWgNOm4/5/ouCkj17KLQv/DB1eeZy6CiPSNBtXomhdvim5++trWtka197s65uThs9V0slrExmLn05/opN5//ebf84XdXv1A25+3vX5xgA3h5Nox6sF+bUJisrKO2u1GVWtSMlu351TVOa2PliKfQN//MfxpxQJvvcelpmc/azl2NEeWM6pxnlmVmOp+pNXu6tNlaKcEyFZalmGyTUwyDKOhCDFYoq5kk2m1oe25p9yaNRdW6Qjc/azt/qO0vhlSPAl+OV+X91+0yshkH0lpi/VAbo+3ekGf9a+NtNeXXzBnTSmW9pmD24+au+lzTzVl716ygZyMSBH+MBhIFqWiT66jtebbNIxu/Wt5vxY0P9IuObw8eNcS5Rbrbf33whY5UeOQc0DzbYM6eslabPoSnselCLYsb+Yp2XRibPOYAeX44a9pPu1QDYGpVQqPsSehaNtVpbSUXGoXLFr0t1Ww12rdRVPFF70KhXenO3nPgqIMFzYkPPckFbRTElu7UHfzVyQ8bh3CDExK9bGlL2+pAjPevlQEHEdf3afnAQ+hlkO05ts8iHRiKrs3R1PQb3TB4nn1bVj2XCmJLXaxeKtJvxQ1Z/zSCO6PiEwftTCQVR5XVx3NDzX3mtEnZx3Br2wZ4BV9PK+tYrPi5ta+P0i9gTW30P0fmc1sMsfL00saCP3OpDhypGTrbdWttRX9NaFNR0t614Au5ZHfmc88bF4JvDBugYNMGNqSDpycIhKGnvbUmEaELBUoDj/qkkJWVsGm+9pc5ud2XtwWtPUeloyQXqaf+XVl7+zt7rPNQuvDbxRPpmg50YZBAB56Bvs5Jo9T5Yt6BmzbWpUVo/N+swEHTOhIRchkgjIiqpbr6ulbVdMIaENXO1Oa6AToBid4fPp5tLBe0btZjpVEwe2Sk7c14G1jIQrYv2hrtALNq3OR3G1U5JMi5btYnvDrhNo25rakGg4UQyG5wi1HnQCEvswnDk7sov7GOrHBCyTPVnTVdlt72MQhDDMxaWRZlWSpDUvb7gemYGcbolQCtzWqpbVdFgWlyACTA6EGKJZfV0MI2/TyvzVOckR4ipEEYhoE47Chu2OCgG7YsEoOSRCEWS2NFKTp40MDE9nu51Iu1pDGPGqi0BjvMiGopaIrWBXDjWWGtJNP2I0uNqZq9q502IgnB2YvyIR0/9cDBCnz69mqMyr68NODaSvpe7KPrybqfUTYGehXpDGEbi6ZnJLjwe9wEgJqGW9hUXdmMv4vWe+bF2Pj8tibQd/cIL1/wg9/5bf7Wv/GH/MHf+H0++eRjDrsdIsJ4NRJdL8JYztb/wVnDXe+oGWNA28s+fPgqubGtki82UQI1qLOgxE1Y5ZwWtHh6eIzoYWfvvX10jQcLZFWVHgo7LWYLjkWpNXM8T5ymGUmJtD+wH0avXGpi2o9p4OBr6jIvlFkYhsD+auDqek/aDbx7fCQd9lzf7BEJ/Pif/0vSXAkvP2JXhV0YOOx27NLI/f2R26tr7l7dEgU0F/L5iVPO7K/g/HiPhsGYNLmySOBqHJCqxCokjSQC5IXj0zuGZcd4OFBCsPRYSVb5LE8ECrksaC7U84lSjWlVlxkppnFIVXZ6SxhNwDlWRasg0wldZgPtNKH5THl65M2f/Uvm4zsGXnIKwpQLGeHm7iXpvDDEL6jnR+bTzLwUYoh8/PoFNy8+5uFmb+DR1Q0p7chzIOSJXIsL+kIKsBsTlRGNwv7mmuuXLxhzYRj3jNdXQKTMmWFvqW+n04nzkklXN8jTIzEIp/tHzqeZTEDGHQIc7l5yWt4aEBYDw2EPaSTtZrwpePn6Iz765GMIwvF05v7NG0+VGyjZmZBSydmqYt7c3kJVHh8eOT4eba+dM/M0c3V1xbgbqWeY5hOPRy9CsBTOpzO40HwAtApLY+d7QZIQA7vdwEGV08Nl1eRft+O/+F/4+/z7//6/RwuKrU4s617ldvm63D5nIDX2Qntv9TmkiTI/u25/pTWurrZr8+Gaz7R+p/0h/V89yOF2nVXfruvHtnep77/Wz9zMcGmA/Pt7ZXO8L+77PTf8/cGyts56cd0wjILbhVoKWheswI8xfUQbeulBnmLVuOkSHfQshi7K7M6BeANaNgj+WlgrdW1uWZtNocbmVhEo2QpxRGGZZ56Oj0znM8s0IaIM42D+YozM54l5zkxL07kTYhq5PlwRwkzNR0o5ENLeGOpdCkW9EmV1bKsZ2SszaQU2Nm3/nGl00b5rptH7nfH+IAiO/F/oYoWwgpINbKK5Tqs9znYY0MZwO5f3wYbQ0T7cM8vcdLsAo9ok1Gc6Tr0/QTV4v9OrjV98t49Un1P+3c0UdnH55qM/H8fffHxr8Cg08Kh1aHNY+rVaBHMDxjShwJbv3dXCC6ixjbTa64qiM72BazEHoFVdWzSjcKFb01FLrxBi2i7V1XNqHxylmhaIiAmGgmlbNODGGlE2Qw53+lmrE7WnrnSgSeIq2rXttCa03JfR4KBBqWsEP7huSbTeW7wqkyAdeLKoYoRaTPC3QcXu3di43CCLSNchan5+p3du0dImsJUiMUUHK6I5SdH1JlqKW81e6h40rCkPDbZugILWYo6gzThHfD0FSyz1IgDES/aS3bWPMfp0f+9Q9TS5Yil7zyeYVYi5jIxvK2FVWlTEGBPFq5bUUpimyhA8SmErF1XdAQzao4ISxdB+12qprTv8NhqjK4VIDdWCrHVlE9h483TN3HKlG4OoMb8a28Pg2CW74HAXPw3deQtN+LYzCxqI8OHJ3zZh9bZqzyoKUjB9LjzE7D3RdH36Wv4dP9T7JbHOScHLqm83neCUB9ePaSKPBK8wFYw34nQxH2baASc7r712iQO0zc1/NgZOOyyPP7AmMq8RUL80YOPEwIYBNNKA4UVhl6LRsp3993x//KYtoFVkrH0NUVt/P2AkAYRk2m05580ZbTaHFgl5vgYSTHvpQ+cTm7tjigwmwEEuljK2zCdUoOSZMk/U80TxlLNpOjHNllIWTSaIEIX9mHismCaHKrVYPn9wEKJp0RXrRls6qwk8tnZz35tSlGGwv2eLexAjjKNwfTVwfbhivn7pz2qTRkxNHlXXv+sVRKzddqH4ugkL1e/D2YgKw6YSYttVe/W8zdHndVXQCWG/CSawjs92JgeSms0iUkACKxtnDX6040KPKKzzpYGjtX3e1+KmFWKfsQZuOkgxWOXHdrnqIqZoY0ltRE9jNAJXv4+ApFY9jF6p5n1268aI2/y7G5kf9hB+ZY6UXOcoRv8JPQgRgrDbjex2O8bdAbD+240DISY6s7dPw9YRH7qSW64+vuKzjTkEUxokCUUKqQIlGstvAEKlCsRilT6v7254erzn+Dix5COVmbhTDnHg7RdHq3C7ZJZ54v7hyLvHIxqFtNuRMEO2AovCm2ni6vqOw24PGqx8fBUIwqvXL7l+9ZLDeeb25QtuXrwgxoHHNxPydOKLr/8VH93ccvPqNcP+wKywC5Hrw8guDlYNTiKS9oR0zXCV2O1ueHr3hroYoKkVxqEiOnDYXRODVVk8nyfePnzGfr9nf3sHQ7SUNWfZQKLGSp5MbLrmM8uUmc6Z6XQkzzMp2jwRzQw7Y9BoycQwkJaJMk+Uh8L5JMR8IkwP7MT64+nNO+a8MOcM0dhR4zCgB0U1AokQR+J4RRxvOS2Jq4//BpnI1zVQF4EUiK8jw8MRTZFcM6TI9fU1YRyoQfn0N77H4faGeS4GIseRusD912/RmGC3Zz/seZVGhusr3n75OfsXr3i1Gzk93hMCnGVgPh35KOyoaUB3kwVNvKDN7ctrzrlyuLljqRB2e+5e3HE9z/zFn/+Yx8cnxt3IJ9//PqVUnh7e8cWXX7Pb75nPC7masHquVsDl1UevGMeReZ5N9kKEcckM5zMIvP7kjsPNDSqu1zkvvLt/YDzs2R2uuH88miKfRDQmDofIbn7kfP4rnuDfoaP5mubMuvXg9nILbNrem9Z0Yja29uWZ6AZvf3kNvvV1vx3Srqd9H1v3u2o2r31wXf9lu4+x3cb6NejSIavzH2R4bw+5TFdrH236gi1nt93Xule3lrp8bnhPcFgu318/1wp9tPVWsIIG3u5Nz1SKkyMKXgattxcoUkGqml5Zr34akCTUpQUp19sU8SIMQcjLsgESHHiqFphcFvO5l/lEzSde3N3xcDzy9VdfMQzJAk0tJT2I+yuWGno6TcxzQcLA7Ys9u13icH0Dh0+R4WByLcEEISygG/o9tBQQCWm96fbT7MptNP1fA9X9cDr3ph/WTjJ7uRTTiPK3wxbkYR0PHQtxckTXy7UT83wcOGRDcyTFfds+yvotPb/fLcliMyfUQQ1RLkrjaPc230s+aM/ZgccPeg7vH7+U5lFjGm3dIXEWiWxRTyurAWoG+nI+U8oCPUrqFblKJrlD3quaaUQ3HdNEpupiaqu1L1rrQ/d/axuIurEipQu1SmjMoUKV2svJB3WnqtO9KpOnOaD5wgFUHxhVgTkjycSrDPDeoIN9sVwby9DD5vSvnd41UXqe6mokpmG0Cjm52Eao1TPYbGEZhqEvlsGjwoiQNyVcwcVPxdonxkCQSIomwNlucP28pfKVnJnnBeKAauiARfe2mpMkSs6byjkiBPVIg0RnOJkjUHI2JkVYxVFp7eQLRNO36My2NoMq1FDRumoytfY2dpazwjYbVBNBDoTeJ6EqGouVDl6yE6qqj5NNW+LASe0z2B1Dq65iZArtIBIYuFlKQZeyeqxoByFLzsZAc7DIilRYBaUG0PoIs7ZUug4Rm0VLVSlZ0YALEPvoFG+P7Zxtc7W1Z61rulZbtKO4E/bNC8evgitm5VtNrdnm2EYwVtbx2Uu6Alaf1Cs+wPsVpvyouqYZfcv1db20yDfucS3lRKDPv/UySq0LQQoJK7Ga4pWlfTUswaMQjYlWsoPbIRg7YfA5Xg3gqMW06Czcu1zeC3RWlt3bduPSzae260W5eB2McdLWuL7hOuOl1rXQgObMcp6YTkdO8xO7tCNoJY2JWgun84mqhaurA7vdjjdfP1FrYRiFwz4xDg72ZcjT7JU/LE10txevHmjCrJ7R1+xRVCFFrOpOsr+rvz+OxjwyvNbEwpec+1oWXEcgpmQGtYNxmcoYBgiBrJk2pqoqRdusxtayWijHL4kxMKSIqFBnS5dTgMPLbh+BL7kVali1rZpeUh8vLQVtc5hupidGbtiFajd2OQZla6BDCMnwZLX1rG4CRG0NawOlijHttmND0AtAyR7iUozIrhtQrevet7n3HEwEvZb36x6JX7ufq6gx/UO4ZA3/ih6dQaRKaamlIRgLLlmKZq1WCzMNz9cued7Uqx2+PTwloehqOEYfz820RYw1ZsVMrM+Ca4aZ0xnRaE5JEUUkEWJC4kB00LZSGQ+R01NlXiYeTvd8df8lp3khLxmNYuXsxRhLsyrnaeblix0ff/wDrq+vkGDaNLNWHh7PECp3L/dc3e2IQ2U+33M+Hfn8z3/CgUj8+FN2OhFT5XCz5+l05MsvTux2e/b7PWlIIJDSSEwDD19/QQg74pBIOhNYeHpcmI9H5mnqbZcpTCzMp5lwGCFE3j4+Escr9le3hCExMDAvk9uAlVompuMTp4d7lnliSMI4jFyNEepCDVaafNztuIqBJ4EyneE4k+cnUp14dbWHET778kvO9w/MtbC/uWEfA6kU7t9NZK2oJiCRFzi/PXPOM68//ghJsJSFZamkNLK/ueIpKPPjGw67gZurPbv9wHkK7ONrfpIiw9UNp9PCPFcIibsXr7l68ZZalMnHwdWrl9x98hFfvfmKTz99xcu7Gx4e3/Hmqy/58mc/493DEy+GSLy6Zh9G45KJCY0/LkeWuTDmha/uH9DPvuRpqtzd3fDJD38IP/uScWes3fP5zFAmXr5+yXye+ekXnzOfJpapIgXGFPjyiy/55JNP+Pynn/Py9Qtub6+JMbEsMyrCkEZCStb3pTBXg9n31zd88slr0m7HtCyk45nl/oG3X7/j/Otecq3b2W45NhLAJrhB88t03R/eO40qIQ7uF3Lp2Kv2NKLmnsWYLNAeUwei1O8lzzO1Vt9T1ov9Ih237f12XKq548+MsA8BR90f/xBo9NyICw1ce87BurwfpYl/N9/0A8G6C6++MbXaOmxFqQihF3syLUAzEEKMoM4Ix1JRl6VSl4V4tSft9sbLqIWaMzEN5HM2Owb3G1FKXvx+LesnF5OQidHSpHOxtfr65sDVfrT0YrXiKSXPLKUyT5llmcmlEl2XcxjHXrRpbSFzzG2bUQOTXEeyFBBJpDi4UboWz2jasrLZoy4679kG13CJy36XXziO/MsXZ+6gjTj5Q9b50opR2Vyq74+VD53+2TW++Tb04u+OLXA5Nzrs4Z5qk1Bp364o2YOdOy+Esz6f22zf0rf51uBRp/bjqS8b9FhRSm6aRurOQSHWYpHjMltViWrAkWkaLf5viyzXUro4o2jYiHXZA6WYHB2jT9beINoQ0MYM2jSlf6cortkhdn6tnX2y1OyTI/YJHqPldtLir329vHQCm2NkV6ubF7eD7dJgVu95A/nduQqBENKqO9Srs6l9NghCpFahOIsoxGCUwVY2vN2hCLnOgEWa26IcnQEV41r6sANRmF5KaQr4tZJzZl4Whp1VLbDqQMGcHK3M82TGvoye99+UkYCqhLENYXNoRNTZCgaSldrAstYOzrhykE+qmO+lsqEOrm0rDpQ0WoyiHfwxoECdbaB9wm0PEYuOs11Y+vm3E9IXa10/I2TUvXdxsKe4gHDsoFI1ttR2/0Q9FUVcS6Axj9bFTF0oXhXiMPq9rg59G0TFP6uuqeSevy/EDRRsT2J90dI/1YEmCZUgqdMie9soxrjRBi4kE/IV+Lv/9p/w4qNX/J/+t/97vnOHzx8lUKo5/jEFr04WjfnWHNxWx/VDm4gIUiNaBS3OrCuBIsXByDa7f5lb877YLti+WP+881R3EKuDraoTqsmctRBIYulQlIxWMyDSzh07Cu97kNuT2/orqoxpIMa2GVY0GvPxfD4CzmDpaa0NlLs0gqxi2+UlunHgx263Y2AhUKlS0KAsoRIVptMJ1YxOs4FKZzMgc4yUUhhHWyeGFNiNA9M0sRshT5aGNs8wTTBECEPb6PEKbjYtmoRUrt4ytrU4wIXTfy1/X8QYTrbumxh2VUG8gIAx0zJVBF0UJFCjAZG2ka+pv6a/Vyz1QiuHYGM0BqFm7ZRiFUFDhOWMpNF0A9oYrRElUlq7r5tPN/R7qoCPrwY2i2RPc9yOB0VChSpehU76utrmSRCxq/n92T7vEc2WXivGQmqBk6axoJ1W7ozj7Tjp48MYrrzHLPoFE+NDh09p4IMMrl+lQ7cVZ+2Vy/fV9lCWhaGBqP29tR8ujktb048ExXTILPi2Xq1oJaiiS0FzIaoFisp5Nu2aamkWZZnJ08LhaUZDIowDQ90baJSC4dR5YhgHatkxTWfyUolpx/5mZ6Wd48DD6UxVuL665u71Sz4W5fr6mpubWw7jnhgjFSFXZRjvGa72vP6NTzncXiFRePf2HX/+L/6U5fyGVy9fsD/MhPTANEXK28Tu6rWxKItigRNjWoeUmKYz6fqWOJpwtiwRnQNVF2rcU6MZkudw5HF54nQ8M+z2zI9fwzAQdztefvSCuxcv0SA8PD2RmvzBVOGUUZnJTJQyISLECHU5k7UYwJ0z9XBNUWEfo7V9sTT7eXrg6jCwT4FBKpQZKZUxCENUluXM4+lI2g2kYY+kHVoDp6eF41kRuSeMV6gY6JiSMgzCPu0Je2EYIkjidCo8PZ3Zv4SPD58wD5XpqjJVmBEygf3Vwl/+5c94d3/P7Ytbbu9ueXi457f/xu/xwx/9gK++/pz7rya+fHzk3dMTw/HMz8QdLCIxDUhKVh0oDaTdNTevPuaT3/ghV9fXaBDOOfOj3/pdDjd3vPnqa56enqiSGA9XUA9orZxOM8us5AVP01XmnDmeTgy7gSUXOFsu8vXdLQ+Pj5zPZ3bX1+zT3gKNMfx/ufuXZVmWJE0P+9TM3D1iXfbtXPJeXdXd6IZAQFAAEQ4IwQSckSIUiHAADDnjgHM+APkIfAK8Aid8Ag4w4IRXdKMbTVRXVua57ftaEeHuZqYcqJq5x9r7ZJ5qAuzM8sy9z16xIjzczc3UVH/99VfiOHJ7d8vzL74gjAdO5zOkxGXNfIgnDsNiANLf1R79mR1tH7QfzA+oDUBmlxxn89uv/Kfuf0uX20C126MGT0nwsqlqzONQW7KPHv9Et2lxl2xvlS/XF93+km4ve0Jie4O/3iKUpj+zBf92/TudwT4Yn3/oEksH2dyzdx+7Xa9SSgOe9kbXEz8dkPKv8Pvo1SIePV1JKwQjKhgPoyUc7T5itLL9UgtrraQhUMMmfdIag6jCOmfG2zvKxZqSSFVPvIbeiQ2UKVUD9DUwX2ZAuX92x+EwMU6DkQxm00sjCPmyUkrxeHpEQjJAqmZLlDuY0RqodTCy+YhVe/lV27nE6gh2sZmyl8G+BmCu/YqrZ7ufMv25bUdkN293Z2pPTrbp1efz1XwQaILeImn3/ded3va+Vb/i3oBHr87dpujnrvenAk/Xh/t3CEupvXqlVu3P/Kd6TT+dedQDbHVRwF0GElx/o7rSesUEUBdnyjQQx4SyS81oWWn1ntq1jSJBjPVS+2DazYUwWrBRt3K2JugVCNTV6/0bKLJ7+ro98TZ+QPGyECglM/iECUG8y1vuUUR3xHZZ1RDUtXvMgfuEirl7WE/rMm3xqHXY2M3MIK1cbSsZWLxUo117iKFndwErv9vO3Cdfww66ryib+O1emLwnG6TSeBUGJBnTqYXIBiyt5AAaYh/KEKwMrCHf/fuC6YA0GqIiJpoulRiT1furFRsKjnaGurEeqn1vOyetGxZ7oMUecvtXM/oN7GmLUfYLUqst7mBOY60GAwSuNX2qzxHHuu2PtK1rQyil2z2bj7VUgtrYlVq8s2A/7cY86MEkhOBi5v5cu2aLCGPYAES7PTdI4uODLfwOWDaw8coLsKNQEe3cJVC3WU5VTG3jDw1BD30uqjsSQSKjZ23/1I7//H/+H/Ef/4f/sLMhRLzNdIybfkoIDDFZGWifNX2WU0nEq+Xq8Gf1gFc3dCHs3uOh1o9e2555JD5p1Asq4Rqs3Ed4zTGpVrHp9kZIgxLUxD17ianXvgviImcF9a5akuxqQ7UuP+4Z7kxia/lp96KKMe6kInVjpIh6J5C2MfZrjv2ztRa0LFYnrxUtK2W9kOcz1IUpJQORlc4SDGIuQikrgpWVrWv2xgkGPCiBvNqTa5oG1RmDudDLCgZnEb17bWyMFA00GgJIsFK0q4RVxXRKnOUuupVHB3HQKRooWRcrZ63J2ukGwRirISPqQsKlUNRGXoKDTARj51YvRyyFVQAdqKLEQG8lbDY6WNHZzjFWvHQRzEA1O14L5BVV6/Om4O8zhmlw+veVM9W6Zj6ZozSL5yBgpXymVp/tPM5ilO3FT88pgD4pIaBpaDU7Gvs8aNtdq+8PDkyVvn62OftJSmAX+PykzOKf+NHG4dpXlf731uRCupPZ47m9g1q4ImFeHUEMPPSS227/lA280NqtUkCaTrxlliO26Jyq1/ZDA2ADMKChUoJloOd5ZjgcuH8VOTx7jorw8P4DYZoYbu8YxyPPX77kxddf8TeXA3c3d0zTkSFNpDgSh8Gc39/+V5QUOC8XZAkcb0aePTvwy19/weVGeXY4cHcMxDBTy9m7PF64u7shjQNIYckn0EAMiSJmj6oEMkoMgWGYCDUxiDHia86MkzKthfM68+HxI69PHxkOR+JhogThXBZjqQ6J0/nE5XQi5Mr58cTjwwM5L0zHyM3NkeXxkQ8PSggjhIFUK4+XCwq8ePYCQS2jv5yYHx8o58ztobGlhKxmb5dlpiwrp1q4DUem8UhKN9QaGIaFsVROj4WwLCZgnRJrqcznwrMXB2IYGQbTPFuXC+eHlfW4ANEtglBLZS2ZpQpy85xXvz5SfnjNZV45v72wXDIimbvTiY/nmQWY7u/5epqY7u75F//8n3OZV2sqUgRWRULkq9/8ht/8g7/kr/7xP+bm9oac7X5qWXk4n/j48IgGIY0jw2Gi5sDyAGkYOB6PRBGWeSEvm3QBwfzy8/nCkgvDOHF7c8N0PBCi7ZvrujLExPPnL3j+HJ49f8E0TtRbWPLKmBLHaWIYAmOGSwXWz66gP+vjv/jP/zP+4//4f0LVDNXKY4VWpdGAEQAvaQrX/ors//4xm9uMl4MDDXRugMZWXStYji92BupWGif+/51/1AKEJ1otXSfn6mjRf72yjf0z7hPJ7ud9Yu+T4L3FwD3g3sZKfG8TivtP7RoxQeMGfCgGZK+7yEC3Md0DSZtu73b/oKaRphDE9/kgxkyPQoxCiNGkXErrwmrM+3xZrFNjD4976h9RYwpHUebLhcfHExKU42FgTAZ6r+uCqnqTEuVyMbaRBBhiIiarWCnFKlgOd5tQNqjryobt2fU4xvUXr4JmNjcb7YwnPglz5JPn9Lk5+fQ9YZ9o2qFEV6SDFux9zhnaf1ebAP39gX0nwHbeNqU/c5LuA7XzbBjGbpapdiLA5/CHxv7rca36Vk8PI9nA2OY//HS/6e/GPOpORQOOnOZc8S5qG7ij3lFtK8eIBIEslaKGcql3Y4NW2uOdwlqJUVMthy2wkRbMbYBA9TIyYwxtAdG2KBzDaAvbRVysHbMBJLVWpFprwTasTZfCHO3u5tqQiw1yA9L8xPS39Adj/9rmje5e27oTKK4j8WQKlFoM9BG8C46JKffz+cRqc1o98AshbQuuXfWuVrkHzqFdldozaxnlLroGWnKnSmYBYvXrsLFUqmkBteCjOa99ARrM3L5T1YXRiyJihtwyFKHjbLo9Lb9NG/ctwN2MN9ADmA0z3lhqcvXk2mYUgEx0hldo36uKVitTCcFgo2YHtqVWt4fmgJS2zbAWcm3AUd024LZxtGffg3dnxtXrGdOut5Zs0S7qIKzfhYuaC7L7DlpEsduAuAKaaMF9y/KwZTV6dkh3sIoEo4mKgETPfETTC/oTO/7yV1/w86+e+U8eXDeqrAi9TWsIBPVxA5DtPW1ulLzS26D3Tn5NnN/H9hMj6/N/m2lsYBPXe85+g8BYk1z/2k5VXZxe1ZLlCLmuINUZhJYxssdfTfA7KLUIrfZepfTNQjVDzW5vYFGzzTEIRawLXANWos+5Dq+1zayBsND9M2tU4PagFLRkTzjUrjFWS6asKzUYGF3zQl7OLJcz63Ki5oUYIc+mvxJESFGshGWp5AIlG9ASg38P2nAy5tmWSvKpufrPGRiklaDZ477yH5XOpu0lz/7H4xADk0plXWdCCEQdfDMWNFVjSXqXtVqN4VMVJFkZrulWexlrsdLBIgaWSxSjm2vrDheckemTZp/02IHC3aq5HdrEDrdSZGP5mhBsbAPTHnDXwWu2FhTLMvaBqca02n1hP3oGmt2QNXvsoFJopVVU37caG0yc2Uhfd3bY/lHbdbb997NOFk+ce/cL6m7j+zM94rNn/OxXv+AXv/oFX3z5BTe3N/13V2MhlvCyUvRw/Que/Phjw1KV1tVzP7PA9DSeAnTtZxEhRLObCYVRKWGx/SIE04TUaOcMlfEwwZCIw8CdA6y5KstqSaQ4Hhhvbrl/9pzb568oxxe8mhOH6Y4YBwOO0oTEkblkDs//Ee/Pj1welXMZOC4jx2nk17/5ivX5QFgLkyqxVlQX5stHhikyjjekAea8knMxUddwQJNQslKkktWlCURIMSBhJFEpObDoTBwid8/vmcs7Lo9ncjC9It685nG+IDEyHiaWZWaZZ0KulLISRwOkYhQ0YTqDolQp5KqcHhYkmJzAEEDXmXx5IJ/fc/n4lptJSNM9S1mdeTpSk/DxfLbtahhRkl1vnNAQmcahd7GMMjFEYwTkpTI/ruTbiRgSeFvzugZjcl4WgjOf8XLndV7JKozTDbfPjhAnTqcTl9OZFAfm+YHHjxkpE8f4DGJE44mbu5WXX3zJ23cfWYvtZSUrIVTG4x1ffP01X/78Z6SUmOcZfYCH92fmeSakyBhMEyqFQr6ceQPUYnYhhkCKgTgKQxw53hz48OGjs1YViQs3t/Di5YHDNGJNdpw9v2ZqhLu7O2JKvH//kcvlQlmtRPl4GPn5z77kt998R46Vs2R05RNb+Od8/IO//DU///lX7u9tcRJNVqLHlm1PaXGGdC3MfanzLuzZifHin9385rIL0ut+L6kmTRESO3v0JLhn2xbp192+hM/Yud2FyRMb+jRm2PnLnyQn9p/SfsU7bEN346UbiNR8p20AaUCVaR9ltI7Qkn1iLGfzCXbXV9U6Bu/cMEvyGSPb3F4lhbQx5EUMOLIrcrkM4fLwCKKdfdKGJIYA0fbqWirrmsl5JQ6BcRxZxZodiJiuY+jNAoQ4JCJW1i8hoUSCCuNhBLk1oEsqVG9GpMXmlW4NbRDdEh19YG3MjNgj3Xd5+ow72NlcJmnP6Mk794DMJ1F3e0x69R7zmeix3CfnRLxhk4OduruB/X3YjNju75Pz+Mv7mHPvrPqtN7/tisnUxsdGocf6AmiQbZ11PKVd4g40/Ymu008Gj0opWwzWBqU/qKZ15DRmB5FaANtofCoWEIgau6fm4gGPB2YUyK6loGEX/Fs2q7ZJoT6k2ueUDZJuZUrbQ3HVfW3D6b8XB7q0MsRNlyJgG1KQQNZy7XR1A7DrytQnyN7H3zGK+r/dtPRYwIzvFQaxmwx7amgHfcKmhdSup9DKCenXoIpp/AR2k9/PvzPYTRyvg3DOQOnAgz9vrUouxiRqhib6GDVQsagSggGEOGps7KJdMN3GpNYuKt6D9mAldOodYq6Q4d2+1P7dtDeuVp9YAVl7SVyMqGfYGyDWH0K1jiseqVubdft4rdWMcbBsVmfY+SA3kM2CM8+etA6BNTvjaAOHts2oDUUzHo1Out1jo4+KiDmkKRiIoepADkgNG/OAJ0aurwO2bkXSbtsBLb+GEIy2LUH6+XpmwwEXfO6Jd0ciRLgKVP5EDhEv1/Mjhs5saXPQuhY+ib4QIPZ1poi1oW7gsbZsvn12rwkE9PlkwHPbyBvkIlSNffrL/jP+/bsl2W8D3db99tzs90ULUqoF+gJRPZNlqDGNJddOtqfB1lJc2NnKHhf1LJ9sjAFzCo1NGVS6PtRmBN1r8Y3MdwE2+2Z7gPRx2faE6gBMXVfqfGadHTxaL4gqcRygFiKCpGjaX6WyrrDMltWKTn+upXTgaF1dy0iMAJGtCqo7WMVtmmxDYRTv0vEcY50WpWQ7Z3vMtYLmStWVdZ2JMbqNNMcrNc2jYCWCteSGO9o0jJuGjDRRpVIpoRBrRouJ60ozDrWiRtvc2TizV3Qq/jaHpE8an6s0CpXZbhXvpORty6Wh4d3D2aQVtVomsLkc5pjsJmd3fvaT1ebNVQDgr4nbq9Cux98nqhTUKZ5b7rYnh7rd5MkYbOuuO1V98ejn3vZnecRn9/zslz/n57/4Ga++eMXNzbF34Aze2bTpLqSUGMaBGJsAKWycLM/iumn67NEyvtcW6vroz2JjJFhgKZ19F2KgpkQNwf5ItP0TY45PxxvQyuHuzgBvCeSinC4rpzkT08Ttixc8e/GccHzOe73n2QQpHdEqhDgQ00iVyLKuyPHXXE4/sKwrWRJKIonw1QuB4Z788EA9n5F1IauwlJlSzhh9JGLcQAOPal0IaYDBfc2MCV2rokEZoiCSUFHWS0YFbm5vOC8rswrj8cBSK6fLhVUrh5sjp9WokKIm5hwiFtRh2iLLfGJMgWEYUSLLsvJ4uqC4j1dm6uWRfP5ImR9Yzh+I8Y41KKsoOtg+vAZhWWamybRN4nBAwoB5s4HDNLIWIaYDMU0QI6WCykrNcHnIpCTomCxhViLCQF4WhhAR10UxAN3XZVWGmHj18iXP7u+5nM+cP37kzfdKmQMTt2gypvzsBvXLL78kpZHH88qyZFYPOEtRCsKSCxLTJpheKkXh7v6eUgqXy4WkJ2IupBTJ69b4JHo59egC8x/eP1jzhALDVBknK6cJqqb3OUbG8cDp8UxezYs+nU6cTmfm84npeEBEOEwDw/SCtx8+wFLIVNZa6c2v/h4d3U3qcRceCH/O19v79LL7p/Tf6tXfu8PjkH1ToU9Mdq2gccu7qe9bV+/aYqSdR92D5r1TtYVuOxsn7d26+U/9Az+2gXzOiMoWY7i/+Ie2INFius/NJyNTo3WZtQLx7Y9xic3X0sYmb1U5lpWxGMv1gEwqad/MpDGR/Tn6PhAkUIqaKy/S3QErF0uQKnnZ2N8xJaZpIKWha2ZGl9xoDCArnRYXJQnQbHJKTIcDcPDK9eLd93zMxcC1xhOTHorI1XO8nkNy9Si3ZOzmCxgQFT7bYLQnsD7zWFvc1rWlWoVQD962Z92nVPsVLYbya/jkwtn9/umLXJ1Q2oXubtNIEjtwzP/eXYL5WdD1sNq7jIsjJinjMV2bq/36/w6l/n8H8CgD3sLdLzcI4BpH3VtWLxOqFWUg6mITrGRKXillpeTsOkcmzhUG69JRilKy6Q/V/cxQG7RS1el5EQ2KSu1OpmV8W0Ajuwem5GJc09CH1x1xNdp16y7WTECrC22Lqvn7PTDsfm5/2j8yahtDKYTItYjW3glu0SLbBMWc7GEYad0GxLP7pY3JLnjrk8yBpVILaUieOfRzKlYOFey+m7hqYxntldZ7568AgumNBA9Ea7G+qjVYGUuQYBoEAyZ62YfXL86BiS1z4ewmtW5FgeCi0Ka9UeXzbVHVPmQSSHWHyu9Q2ZaBCNX9Vl/o1ctF8PLKbpC8dC+X7OUxfv/hSdDmF9Dav6957eVRVTd9IwOTdoyjtqteLdIGKzhSrdt8bI9qI8PIdu87S2SCdtG+uzgrsLFsVL2UMmxd2jz7UGruotpKcPFu2+Bjj8zbTuIZZBGsrMR1g0K8Bmn+VI4oELdinK1WXDBto1aWuTu8XObKmKuxeUysXK8preoAan+rbTKhqk/1bfOIPo7FO7iJC7LtgdEts3ft7Nh1B89Ata9WLwMurntmXY4MtLI5UKsQNWzAoWC/I7itNnZcs6nGupP+OK30SYFAUSvmlHb9/ToqoqfPrNH9pmrXGjqAavNUREwcd10o60peV3LOaBMgKoXgpaUIVAm+luzsY4TjJIyjUEplvig5w3yxqRujAUePD3BzZyBQa2znzb6MheSJLxF7f6kmNF6yBRyClbxptQw5eClqzJAUGaFEJTotW0Lo4I/mbFp/4F3fJoI2VoeJWbZOK52wvwOZFXUx/k2fQSnuZLV5smWVzO7Z2QPOeGo2xv/qjpIDjLa2o80xfIyrgizQuolus7HP2W7FfI1ICF4+uM3rJvKsvq4s0eL34b6CMZMCGgzoVgcr65NJ5XEqqkrczcEfO8TLsgW8M+af57GXBWj7yDQMJpZ99I5HITIMI9PhwDSNrgspJi7uz7CiDIMv7ie+8v75UlpRLFee7XWCd9szazUgVFt3GN/34jSQz0JWK69Ft8YYYTjQou7gAtWDBMKN8uKyEtLAcDhQJVGLMh4SQRISIjUbA7HSmncL57qSg5jA9HHk+e2BF9NAPd/wLAhFHljKR+r8kSFVpvs7A27ms91biKQhIGqBVBoDEke4ZNYMZTHtwYqBIFVgbSzQWqizCf6+fPWS+xfPueTMu48fURGOtze8f3ig1IIUa3ZQtJDXmXyZKXlBc+F2umWcjoQUEa3UAKfHM5f5RL27YyBTysI8nwlByVGYSyYeR0SsvLfklTgFXr18xfF4yzTdApHLZaVq5ebmwNdf/ZJpuqEiVmZ2mUkHY6efPp4JCY7jyDgOBIncjDdo8c7AWLe/YRAO2fTZ2vqfxtH+DAPHMbHOsyUWa2GaRoLcMYXC+fvfMQi8urvjboR1MZ24mgYeykJR4bKuXLKxHJa1mC5SDNzc3ZDXlTln6mrP4ubmhvdvPwKQBitNL2thWSy+SClyWirLqow3CVyDisuZm9s7Xrx4ztc//yXrsvLxwwfyuvLtt98hYCyLMZEGa0F+Ol84HCZWFoYlUMSB779vx1MbD59EuVUrUQZCiB3M7slypYMY3b58NkrefPkW2bd4o/1pSYbQUak/dNnXzNRrVkn/su7/2Zt2n/H9xYCCTbrj0+NpGZyfqsc17a7dp5f+5T/hqBDPQOlxWejjakZYq0LxtuwebwsQwtADBg3mRwUNFhd0k+5MUGcQajVNqdjZ2No1DxHQrKzraqVpwDBMTONISolaB4YhoVqYl5n5MpsGUkioBJbcStJtPx5SskYPmlEKUgeLuSP4X9v7RQhifon9Llw/Cw/vxUGdT57Fzo3eSrk+fQbXpX/+ns8khNtOaeQXY/r3+dJ9oW2O2vxV9j7T1Xf8kaNFyVcQxt53a8CkNA9wd+37+KH/5f/o2MI271vo0aUh8Gn0R6/Sjp8MHtVcvc7Q40psKVVHQ6uzjqozMNSZF3ktBFHWZWZZZ2rNlLpuaVnMQESCi4naxGvZXOli0IIW9XKd5gwHF+h2MCtuD1Z7oFQptRlFm4rmNxuLQBVT+m+uvZrIWS2uG6Qby0UQt4269RfqGdxPj46Ii1jJgG4lZtI+C8Q4dabKpqtjwURomVgcdNHtd/tyo9LAEZ9ZIViQNgzDrlygZY2w0pFspSRNX8rKeIqXUgSIYpl5abXkNoqlFHLNiIh1CYo75N3Bllptg7WAOZmmQotmQt0MfHu2jd3TWzHGPrk7UNbGoVZqsCdgQZkwONLeBKRxQEfYqeD7mEsQZ/KYIKgh+RvC38Ad1OZOcRpCG+9aitGpg8/PtgEGoQaoag5pYDcXdzXZ0hawryPLFm/QZgu+OoodxIJMq/6joNbuuGzt3MHmtLV2NuF1i5CDi+S67WkGo+9ttglp6+7gIIu66LTSACTfZWhG908PPDJwK7ngnbMenh66UaSRbd1/7lwR76J4ZfMXn7KttHbTOUrOYCzVxNMVJcZPy/taLbI9EAumquumXZVPurMSHBgCIdds3R19MlQtVm6L+2FicxAKoUYiyWgfooBt3vbHnnkMZjc3ILQaEKb2zWDtebd9SUEDWu9A6NpAVn5qAIv69VuW2tbfXj+h+WC1gSfeha3Nx3VdrQFDqSaCPRdK9lkntn5qgWUx2x+jSa6oD2ktoCvoAjJg9q4YuDQ4wAQGGi0LDKP9rmTItkkwDjBOXGWtRISyXghhIKgQq32o1ozq4BhdNkC3GpvQWGwGyhqooZ2R1cfTR7qTQ2qlroUigsTq8zhaCaNUYx06M8kqsDdwyHbSq4vu++iPHc1G2TMxRmNoAUDff5qNtAsNxG3OhGAg4W6cggh5mijYnA7brVpDgFr7ntU6iO2XmQG+0sUr/9jR3hNCYwULyJ83PUB3vswVUuvilrVsIF+KLdsLiGsU1rqVKvaTelJfbc5vD6YlTrb1aTUR/vxiQKL5MKNWHssFqcqCmJZXydQ1czPeEMIDGaGIWImna3yUuqI5siwLIS7EUQgpUcPIV7/+NXGcKCqsa2apgZCE6B1tqut11CKQAuNx4ll6Trw9oCjTNHB/c+D2MDCdHxlKJmTzSeMYGakMRMbbWz5cZk6XhXR7IN4cGMYbQrilKpxPJ07nEx/fv6WuhSFGllIp2YTC58czeb0wL4+cTmdOy8rdy1fcvxDGYeD29oYaAuN05F4i33zzt7z57ge+/OILpjGZf4mylExdV77//jV/8Zu/5MXLV0w3R764ueNVgbfv3vH2228YpTJFIR4n8rzymFeeA6d14TGvnGulIMQ18/r1t/zyl3/Bul5Y18qyGns6iPDs2SsOY6KokASOyYKznBfm709MceQ4HUy4XAt3d4USIQ5HcohIVYYUub8dOb1/sNLbpXJZT55kDBzGI1+8ekmdL0YFjREZJ84UXv/rCw8fHjk/XlBNDOnA8faO+y9e8g+//pq/+vf+KUwT704fmGcTDhexRjkigZQG7u/veP/dGx7ff+Dm5oYXL19wenykLNY1t0gha2WdM7/5i1/x/eu3nB7OrHnm/YeVNI2kaJ2cAL7+eWEaJ5ZxYr6cOUyTBdJxBIQPDx/58HgiK8zzwtuPD5w+lr3u/9+7Q5/E0P148ppWpYoSqjlI1kFekah9PlyB0Lt/9/gnyFVnzeZ3N99Ic7ZWqE8uUJ/8jCdR5Mn3bcF3A3g8av3RvXADC7bjU8BIUXpJHwZk1HaPLWCB3mTq6vS7ZNEfBxNMF1arMX1CNDA+ry4vojjDqAXlcbsuEc/FKSkEJCYvQTdHqqqBu1pNaT54XN1AquWy8PHxI3lZSDFxPA7EkNAKKQ2slwtzXliWxYkgY09AphgQSZZ0DIlxHE0SRVYrWwsYk7T4PYma/xSCd3ZtPlK2W2slbdJiXvGuJ08nqsdX18jJjxzX4191S/x+7rC4bKsU6s9QtUs2Xc3xp8CR2LN7Op+0Oa3b5fdYV8DE/F1TSovFom2GmmLqpkX4YzjEdg/XGl7bRfj16x9YGp85frpgNoAHOCrGNm80OhMtbWU6llkUVSiZ8/kEqGsiZaB0MMWcDgdIpLFDMjCYvnoTzRIgiokKsgUsoJ0hUk00xrtU1e50FX/9aqpJMO2W9qMPunpZRckmmN3BDr+W1okG+rzhiY0EGkjj5V3RuqhphZjGnXHZUPYYvQa7dK/NAAWLIt0ZDx09rLVQmmPnLYl7KY1g5W0xMKbBjPyajRlT1UE9d/BdHHzNLqDLdr/UrWQHIAze6tGNi7owmqpl3FN0ZoN6vYfrzVhGO++Xg4MjHvA8sQE9A5AiWa2ssdtkP0cvudqF/i246aWNDhiJz6vt40KUYMKy6huJFBALpBu930TTi1MydWfrreV2Xudt83NWlc05A059mvW9KAQ6DbLPwXa//hw3QKnNi0hKEesS20pL1MACMQNcWrloMAi2HTaVjEKhu/kt3lxOW0AZIiElE5WOVppmOX5jndgdRweXoo94A5H+tA6bdjaIFd3ppHm3ht2hJFrGTETQIJRgLDiAwTNTxnTcbwxjI8U4CwjXQfrD41GN2tJCcu/+FggMnRm5vw/wbouixhBxFkFwIC+maKL9e2fKy5FKNQH2MAghQYhKWS7M82z3rg4WRbliluGjpGLMnyCWMAhJvUptBwCF2Of5k4F1Gw4MgVpX6yQWBaZIXRdCbkkGW2N5zdS8mnZFGoghOiPFhcKLbVSZNu6gxTrslLyR4IbBuqxVgTkZSBR2O1wrTxNrdsayGngkgLrebwPhZLDuGyl5R8YQeKByHCbGYTCmwEbXoupKqFZ6W1GiCDEFlpK9g920bdCKiWhm27+UlQYdib+p1AWRijKagxAN9DbdEmMkNdth87QxQAptW99ncs3xcWZm8589WaA1OkXLH+CPHRIMuFaba8WB56LmyDSgrXVaq7n0faBpYqk/x1wbqK+bHeTaAWuBQhCgXDp439at7j6HKjGkzaGXTzbmvzeHxH2J6afPq+0dIpaQu6zW2WscBqpW2xs0UKswJOgaV7Xa5PDnumbbebRUghqLLueF9XRB10yfs2KNCaIESxJNA3GOqCbX+7KdaVkXA4xjooZIUUGqMERgPCDpaOxYAkVAxJJJIsEY75Uuah1T4jjeczy84DJnQhLSNBCHSEI4vX3N5ZKpq5JyIFMZdeXd27ecq7IGheXCrbzgkBKP+WTtEm4C9fKRD6+/IZ8LR27RWlgeH3n4+IG//q//36QhMBwnwph49fXXpHHgzdsPPFwupvkxJB4eTlRVPr594N2795RcePniGS+f3/Hq5XPW88KHj+84fVz47W9/x/dv3vHii6/49V/+FT/7xa94/d1r6nJG88KYIDJS5gGtC+eq6DgY5JcLGhLj7R0v70bSKDx/dmRdCu/efuDD24+spwdePX/FosW02KqSQmSaEjkO3EwDSYQpBA7DaDZpXpmx0uMBoWkcnmplGI+sVbicz4QQSDExpkSKwv2YuMxwWWbyebbnuazc3t6xXDKPj8suAAvEOPLl11/x5Zev+PbDO6bDRBoSlxT4kGdOb16j333PpAplZT0/9KTjl1++4uM08sM333M6n9AC0zASx4lXr16RxomPH5vgNtze3RCGyPm08sN3P7CWf8Gvf/MbXjy/7/vafD4xzyvLOvPh40ceHk+QRs6XlflcurzA3+ejm5Rmz1sM1n/vSR8z/IQYduHDrnxItgYI7bAqZelxTftMjxmwvRHvEvaJW/Vkf7i+7m0PeQokwVY18OnHNyDByrzVbc/n9482HlvChh1D08kBHgfJFUPF//3J9/6USaXo2vR5TYC6OkV6GAcO6ZWxgP3dQYwV3H0x6MFqA4DyOnsS2a5JS2FdL3x4/553b9+RQuT29pZxHGzYtZKz8uH9a0A5n2fWdTFh7mRMwRaZqTfIEGC+XFhK4TBMQCCmQhrtfBaDOGhVCt3vLY3ls42X9Jjxx/Z19wv6PPgJw9o+6XFi96YFJLXusfaG/ek6E7snAsW3wx2b/Ee/S66uUUV2ZBp6VNvkRPbAUQMN2/7fQCNrmvMjzLgdyNmTRLIRSlrFmO6++6ccfzfwiBaktxuyIKXpWbSsamN+AL1UQsSySHaBJjpbRKniLBciKkfSZBOksgU5MUTGaaJcLv1hNaCqZbZzztsEaL+vG2Rhzo3sBvuJk7ozfoaDCCVnf82cl+p0QAlbmUdDHK2jjX5iwGKMlj0JLSu4gQN7iqb6BN1quGN3+PNqbeH3NL0hOSIfZBNl8w0+BBPPrMWz+J5qadoj7ZAOBlnnIIIJ5wqbQWkMihELlqXYJDRbHyg5G5AUvdtSC0Zd5yVIdDHzVrInFqlhY0qxbNFmFHyiF+8+INJBDPvFtmgLQhUlaSR7pa1ND2e/ae3daLZ2ica5qLWQc/Vga6Pydd0pFCXTSjh0tzGs62qbg4sZU+3aG3hkGfrYHnY/7/4IDhjlYsLcKV53RGqaWloxmaHgT6UZjGjMF1ExnSiPpqpaOcGSTQzcAsXN4IYKirWuD8n/RNMJaMLYNletrX1jHWmjI+86+/zJHsIG5kjye9o2HtX99Qs12BjuDWdzUEPLdLR39wCWq93J5kgDE9p3CPAp82h/VLX6b83OHori87OyLAbqJrZSuQrE5KwBf6X6vK5qXTbscxudPNTg3RMtiEzDAGGgSiJJIEr0uVO6DkEDd2MaOnB07fSYamifr92h2uxLrS6MXYxFVGvl8XzifnR2XJiImpF14XQ5o+dMDDccjhO1jCyzdfMopVgjhdz9DHOaUn/cNCzMCZ4cDnA82lXavuDXVGBV++9yMQCpKqTs+3eFMMBQfC2FwDBY6cxRDbxDq4v9J1DL5sUS0VCsJBvQEEjDyP39PRKEdbkwt9JYKtMAIpFxGkmjAWattFK0AR9exmUeka/9YnNL495c9mfT5sJG2d7mLf4YpXX+8GfaWMLAJ3N9/+/PZtM8qFcNVqYnQhXb4YMWbxFoGjio6cgU1xqsngBpXOl9trgLl6OWZPwJx955Ut0YmX+ORynZFN/LLrHjh+3vcuXHXJVuiPQ9QzLMZaXWSg7mjwzOuq6qsFriBO+Qa5qVxmTu5aY5ewGl9PPX6soWFimaXkcJXFbz0VJMSLJgW2tl9fbR4+HG4HkRVCIFOK8rZV2QoGQ1eQJCYNDqJW/aS5NEEiUEqghxTCwSKLFSRZgJJKy8+sOlcjotSIFBA1mi9U4VIQ5KCZmslflyIUyJ8ThxnmdOjyvv373j8eGR88MDH+r3TAKnhwe+/fYbvj2/J36svLi/52e//AVffPGKMIysrqfz4f0HHs4nzpcL0zDanMyVy+OJRyCVQj3PxBi4n+75Ib6j1Ewpyporqp5YkMB4c8vlYyaXzDCN3EwjtSwUVeIwESURyBQJpJtbnj0fmQbQMlOWGc1nomSiJD6++477Z89d0ww0RqgzcbpnFKXmhTpbSZbEwFADWStLWSnSAD2jqqUYyUuhFCXXSmalBEGHxM1xooQzl2zshfn8juXympIFrYnj4c7A6phYBB5zZri74V/+zb9menaLBCUFGGogRNNTyfnCw8cHHt68I47Kiy+f8cXXX3E8jLz+/jXTs+cI8P7717z+3bfc3t9xWmbSlLipR5uvohxujqQpUeuFy/nM27fvePb8Oc+f3ViZ4fu3vH37zuZhXsnL4t2hleWSKX/PhLIB/g//+/8df/VXf2E+HvIJINNilevI2SEPVfN1q8cyT8qIemJrv4+wq0Dgeo/pP8etdEz06Xf/4QfwOdCoMYK2X7XKje066depV7FZY8Du445eIbKdwP1BuNbTZLc/t+v2GKT5bM4G993e2FtarGKj78vm65eioMUrTJpUhbO8uEAY7PvLsGl9incN1+afBVr3VXb3oWqEiWVeKbUyDAO3hxumw2RX5jYqpkSpysPDA6ia3t4weumcCWTXpsGkAS0WQ9o5ChKgqpXiIhA9LlQyqhFRB0HEOkMbqPFjDsDTufBvFpRI3RQCjRv+BGQUyI5hoA20efo+T7DuwCt4Oh+hsfmV8tnL74VoO9BRuT7nJ9ffG13slQ7ZfMYQWFpnQ23rynd0r7ppdEqt8ScP498ZPMKD6x5U12tktSN1austpUSpLvIYLYi3UjfrxiOhkmtGqzJM4w5Y2QLs4AGrBBOybeVo9sec4F6zJ20wFd11XmvBtw3xtSXMeXOeGxildSsva6iPqgVEFlxtbe9DiBu1bAcetfIjfHFGB3f6hPL/VHfYrqiX0q6llcBg6kBeKhW9i03xjHHw0rR2fkFYlmU3LvZalU1ctwEi9rCCYwXOgPF76WVzas5CFGdMuIjYutqzizEZG8Kz9FGC81U2zRZ6tzcl+32HIC7+7JciNu6mj9KAii3AwN7Sl8g+iG+AYq2lB1HXGe0GKlYHHq18R2jfW/u8buWYPWjeLWbR4l/Z5gzbudu6oNA6CLD7TqFReunPe3vmDdxs16OUqsRxtEC2AVS+EypegqlbJrrkSpHVuhnGgLnM0UuixZz8xjgJ9rxC3Lrc2XM3LSrURMQD1XlImwH76le/5D/5z/4X/F/+T/9n/hSO/81/8Z/wj379CqmNTSY0plTYA0dcl/DUKC4qbs+gZQ1qtTbsjS3RHREnqrU1tHdmmr3o5lub3fgjDg909lorXVNpTI6NnSjBnLsudNfmQv+zsS9BWTMg1fXkCuuaGQZjXNql2SbfN8Irm0C3QY1NigOzfU05M8gSTs4u1dWcg7xS60LNC9TsnzN7PS8LI86gUytes9LbQpoXhrvRbKcGWGDx8rLjuJWcBYHhGJClmlO/I02AJdmGAepqoFKJzeEFzbAurnXkhJv2WQHvjOZD4KCGiJCS9DEyPR3LlCFCCZGosKzZxl9MEPRwPNoaC0osZmtqS6jEyDIvZn4PiTQYqFsBNBpu8MQZNu2x1L83WHRunUNrtb1WmtPgmc8rZ8BZsdCTK6pbKedT0KlnSdo+gp2/Qu+kI3s29tU+69+oFfESxqBKqIVaM6FWY9U1QfbmeDXQoq8b+SMQrF+iVq6FTv98I70GukrJhLyQ8sxQAkkCso5IjFedR3fOih9iCaEUiJosyWMvux3xysfVHHW8xKvVtAV2gqFiLN/o809TosrqNlN3ttA79PQ9sCU1/TxppIRoAGKxBGGVwJqDsZCGSBwGlOrluMrgAvEhBYSEkCxIkYAMCTQ4sVRQSQZGEbiEkXq4YwqRQZSoC9SFMEbIrnnEyjyfubyZjR01BltD84W8zJS8Gm4bI7muPJ5PrF4nu0bhcb3w++9+TxDT1ay1sjBwnisfHx/RW+X2eOT5/TPevH7N6d0H3k8jL17c8+L5M17cv+LLL79iLRCGkcPNPfO58C/++b/i4c075sdH8uVCTDAeD6QUKRJQVkIcGVNAByVL5HC4g3ohRTifPvDDtz/w7Tff8/j+kbvbe25v78iXR25ubokhmi4JwvMvA0OoLOvMcl6oOTEOAzGMhAS6VnIpLCrkkKhpYJCIDoFcKqt3mF1zJZYCh5HDdETuCmOMPISFvL6lEq1jXhDWCrk4qDbP/Iv/5l8yvbrnBZU0CSUvzKcT6+mRpJllPvPw7i1zOfPi5jl3z54BgQ8fToQYuXv2jNvbI8+fP+f++XNChNvDEQHWZeX7b3/g44dHzucLow6ICONh4nxRHh8eeff+PdM4kHNxFn6mld4GEYpaU58oxpr8+3R88cUrptE76nWDTQ9kWyzmP/mvtziqgyts++TeL2p+awO6m3/b2TvtXGHz9bd94+nedX20IN43oqvA/bqE6DoY379+dcPUHideYVp74Te/Zm3GlNrv68p36gN6DTDsQaSr+Gv/+6vzKE0Oxpg/pqeIWPVOSolhGi2TJuKNprZnFeNEb27i+72BTVtc2EgAy2XmfD6jtXJ3e8M0HhEJnoi3+1GFcZgY0rKVumkb71Y67RrCwRs4BEF0MpZiSoQ4+J+RVuGgaqBWcDHKHgd5LLVVIe3BFZ486xaD8Xc/ZIODWpnc1XNrfrxu33ElQeNzodbmk9sRaGywbf7sf+y36VIq23zfMIc/fENPuUJXEUiPP5s8QE/2ehljKdkwhA6I1SsW1B86fjJ4JCImkNguSVsA7gNac3/dHr6xWcIQETWasUShavIsdDDaI8q6LkBlHDYjFtp3ShtECwolOGpW8Br42kuLxNkR4oFRY898OsTa9SNUjbXUKI1tsNtnNrZCc2a9A5EvFmkLRVoQyhNjadfT5oA00MDQg63M6spp3+65lA3Y8hvzINjvpLGrWnbAf1H9s804bGi/OBLcptYGcrXNsl1IA2bUF2XdlTaI0+IF11titfb2KdqzFrEyjlC7IZZm1KRu9F8JO+O/Lcyq6uUe/Ubpott7m6xsi/VqTto9NlBkn3m3+7H52YEfQFyMGP989c4GtRuMNtY4086DJzZdkPaoagNVdQvOdLM0tG9t8hzqsHV7xCp4GaAimrYNpVtVn6GBPpfaHGvAqohl3ET0ai63+dPA3xq0Cxs3ZK51SGyXu2cvqSrHuxt+/Y//ij+V4z/8937Di/sjwNY+Fq5sgLrYukQfZwfR2nj2FZHbHJKetPHtY9ucGqjCNi/Qp7kIujPQnZdmA7qNsX83jStjGNVNdFhNey1E6wYXqm3ItZUwtnJLAQPmC8OQXIenkLPVs+diekQx7TMmbdY2uu4uEMQ30Vp9Q2n33EArCG1+diFBZ+ypdcEpZXXwyGr30UIScxfQiubVmihkE+APQVhzQdYFEJZ1tZ/9ERWFJG38YF2UskI2jWfTLNoqybqdELHPud6klbstdkkB+2z2pdVIfN0M+rMTnFXj4Kq67RaxjV9zpgTI68yaM8bsgLwsSJxorhUYSFaWhTRO1OCOWV/abb5WQowU159KEpzBaskYAWOA7oAWK2E1EeorQLqDpW2u70BtteCoVmdVtaMNwmdcEzA9hepOXtMi2HtEWyaPjRkLtI6mEYx1LGwldM0h06ZbZ58qqj8JPLI9RTcb+2/iRP4pHNPIz77+gq+/+oIXz+64nQbGKCSppGEgxcA4jEzTyOg/2yRqqU8/j49vStGTF/skm3dga75AayahzQ605wYgPZGHmi2KKXoJprFlmh2pnpSpzohs5fIoDowKRYL3EYpUiVbSKgO1Z69Xqlh5nfr3SRxQElUNQCkxkmOk4qXW1cool7kwnzNrHAk398Q0EqhouZCXRyQoRSK5rFzmC0tdmcvC6fTIdEjcPLtHNGNSUZV1yYgmSqmEEBkPB2ounJYZPrxn1ZWbKWIJl4qmA4PCJDMv7u8Zk/LxcSYFYa6V+XzhIQSCwnG4ZRonWKFoYLlk3uT3nB5P5Mcz06hUF4GeoxBvJpBAmo5Mh3umaeIoVv534MyQIufziW9++w1/+69/yw/f/YDUQPqy8v6H3yM1oK9eMQ4TOVtyKw0Hcl7RdUWBUhO5DJzJHJ/fc64r67yyqlATSEgMXpqXi5JiNoZOXkzyYckcUmK4veUwjgypUOsjl9OFNGbyKkgpFqaocj6d+N3vfseXwy9Jh8RQIlpX8nKm5tlmSYDjcSBMMB0nBheOn+eF9XI2oBE4TCM///UvuJweGVNCiycERVnWC8s5k86REBI1Z8bxjmVdefPmHcdptMB4HDmfmp6ldXFbloxgiYs2J//eHs3PbP7fPnnh2bS22mEztZs27f4020BdnWfvi+JbTU+e7c4hoVk0e5/2yrar7+ne2y5xsIELDqL/wc3AJQrYxRf7b9jFGCLiZUbb3bAbi35P7V70ybkAWhVGv+TPbVbX8Wqv2mAfZ7oOXWtk01tZSf9ciw0ardoqTOz8Vl4PpbpI/bJwPp8ZUuB4f08gUXLT4g1e7KAMaeRwOLoURyWvzYexzTzgwFGw6oskoNm6gcZoDNLgfne7LaUl1Xf6qh44P61K2YtJN/+5OYU73JJPHuUfONoT2P+3/WJ3+p3nvPP1Wzynu5nQYoOri5DuI3/2+9uX0KZRC+p+7Jp/mpNzBZz2WMh8/i6lUv1qQ+2Ywh87fjp4BLTWeqqNoVG3f5cVbSwTtQsLAmGwkrTo9XtBrUuXVpwZZEGD1kqKcQtelJ0hMeYGLsyJRmrwSADtgbx8MlM2Y9QmwGYItNPn11w2pwrpJS7idaPNOTcg3Fpkm7PdRwbYMaUcRd/ZYRcvqx3J30+gzbDuJoPQ69OvaJS+kIrXu+4plA07vUIY2QAh1afdm4QYhBhD/95uAPulbBMaNWaG1I2hFFOkYgyZtaxETAupVrHrb2R3ac9D2xMF8bIqkS1o2iG7Eja2jZuXbhpNc6sFsm3e7QL5dsF9Hkh3clu0JkGQ0uZbY1g07S6vMW36LOod+LAa71JK3wT7HNtm6/Y1bAFRm3uN2iqCM7vMyabdodgmbdegsKzOFLk2otKDttAfV61Gb91KIXdDofTdV70blOJ7SRIIVk5qJZMJE8+OpgPU7rNFgx08+dM4rPtQ2G3arpeBgNdf9wcSvPNaCF0vdmPwAEuxTIA/B2NZ2MOv2YOrPm183u4zInuQkR3w6AZhDxO3ORM6yGur2KpIrWOGiQC74+AQRP+viG/KQsnCmldqVZZlJcZAGqwDUy8fq4Jfla+V2g2jegC4mSbXMKM98m3j6yBSA/VlK/Fr7INaqmmzaSbUQqAyxcAUBclKxjMiLjaUQuSsSjlb6UteC+taSAk4GDjUTFLJMJ8NPPJKUco29JTVOrCVCik14MbJFasRXwVIAbJrIbk8D+3R9/27ARo1WFmPMxapkVoCEuwe1hWqdxO17SSwLDNxCO5LOPuqZJZ1JQ0DMQgpRYxMZkkRa6SixBTQrJ2C3pyvshQ/13WGrIG9VU3TZEtshLZINhvSza3ZGGOPtsxw22d2YNL+e/y7dtMEDdfOu53fbZqfT7F12nTFRBurpfH9DMa0Ln3Oots1mdicgs2R3jtP6pk7e8sfZ/z9yR7HA7/+1S/51a9+wRevXnJ3e2NskBiIhxviMHIY7c8wDgzRRVOtqLXb/fY0QhBCDFb+7s+562u3wMJ9qeaAFzZgXFVdN8/Xv2CNABwUoicVfZ/ERKFrtylbUkUQCEIQYxAREpKUGkeKBgvOqUjwM9ZKGiIaEmsNzMCsUIOwqKK901amzitlzuTTYl3axoESrSsQtRA0YgXu8PHhgdevv2EtM5f1wnfff0MMwm/+6i94/vyZdajTwuPjI2cJlLwyTAcOd4XH9w+cTmfrRKSF4eU9KXoZYH4k1MzNUPn65ciaM9/98JbpeORwfIZzXzmtCx8fLxwOI+dLYV4VCYnxcIQKQxyYEmQi8+nE+3WFcsfh5mjAzM0zprt7GCbyunJ8/O+YxiOvf3jD97/7hu//9hvOjyde3D/nJkU+/vA9KSYGqcYMEiGlkfnjm24HLIFRqQqXArfPn5twvvugqQV3ITAOB3QUcsmsKbFeAvkys15mK8UNgcM0EeNzlAuPjydqDdRyRkJhioFFC4/rDGsmrwvLeoE0kAaIQyCHSqkrkuDlly/IVSHAfJlNX0ut2xwo7x7fcntzNP2i4uV2OXN6PJPLimpmuZy4lEqMgVLg2Rd3oCunh5W8RA7TxPE4MZ8eyCWTi1KK7TXF5QO4lif8e3RcRcabv76Disx1tFhhD+qAM1AcXNgi7bbod/tCD3XaHsMufvE3eFyjssVebc+Rq+99er267Wv1mpXUtGP6+9l9xl8MjQGL8qRLitnFq5t4Cjfsb/EadOvn7F/VfMgt1vv02IEl/m8VMSC9hu4HIR4jakVcx3NLQCmdUu2lYKC7LuWZXCvz5ZGyLOSSfa+IDEOiLK2DufkoaQimTRkTh+mAUg1cqk1apPkbsYNHQrDGSwoxuT6sx79aiwNFqYMldl9hS2S15G53yOgC1Vdjd/V8nv7ypx0t1rx6dE/KJhtRALb3bc96i6PtqbU9tb3HfnelwXv1/Veud/9BP3nTlrR7MvX+4L157sebgpWOGYA4Aad990876U8vWxMgmDC2dVYzB7aUbILIDaFkQ4dFYIxC9VKnRmmMIfiE8245ybQjmvaC9lqC9uW7sLwDOb4AfWCMzVS8M0j8zOJtY7ItrOKBdungkRmZ6E5zA0gaaGB+98bS2U+eGOMuuN/uv32vSqsR3gwhbJlX6YbCJ5tP0+19zbG3E+aux7QBSpuZp08OYIckNgDMvjQIDENiGAbm+bJN8BYM+72XYgBTENt4YzTB2IYmmJaV7hhMYdsA2rP0AekZinZf3fnsVKTNdveA34y0lkqI0kPoooqWumn1tHPsAJM+qg0wauOtgSheMkgrHdw6G6hfVynFhcp2hr4UF6+tzWTSDZwjzo3btRm1BnIFqhYDCvBObZ41tSDJmW1NIwtYThdqssg2eJnkkKwLSZuYpusESnFGH12pP7ayLPVNdcciqqoerRbTqSKQ0gEJVr/cgpHQWWP/Zob5f+ij6UQI21roBpY2nX1C5xUZJkKuHrT7HotYeVMtqKQWKgFeIqiy05NVZ3jZ2FhJau1aLdFpu1msTanUvNvn2sazOVhBYl9/3WESC/quxOXBwYCW8bfzlYJ3Jlv59ptv+fjxga++/oIvv3pFkEBMWGeMpiVmHwQHL9umYvbB11vVJ/jBH9i0fMF6PmnnPO7q6ouSxgORbDaiLMZgcKdtqTgL1EvrfJxUYRxNiwg18CevsGb7N7p1S5vPdO3n5QTTM/ssJlXUK3M8F2G+ScZKvmMnXpufVW29NKC1aPYkjc+L4EyOnI29VzdAz66/sF7OjMnafBsbS8nrSs4LtR6IDq6gBS3GFLShEwqe6g6R1sW0lUuXsiKSGmHT9qAQrCRlMY28TzJcTWOooQs7/37voHcj+fR48tyj25DPNR8y57B2Yf7mpti6cBuujZ3y5GscEA+9Fl8dzLD9IvQuPabV0/2spybpTwfb/rsdzlotT6jmgJWM970eupcZt6YAn2thPAyJdV58hZrtkCoMV45y+09jKPmelKv5fiEgWslr3vwf3cb+OkastM4CjsHb+hOx4CIOSBiMSacgYWQIgzezWNF6QdfV2HtZ0ZrJNZBVyK6VeVkLMZoe2erNUSRXKokJQUPkYV3RssK6MuaVl3cT8/qOf/3X/y1//df/glxmSs18//23toZkhV//xrq+zQsPD4/Mc7YupsNAuWQYBC0mCq3vCyEqx+NIoDDPF5Y8M04Trcx0XVbCFHj2xStunj+jqoFXHz4opczMc6Zo4Hgz8urlS24OB8pl5vThHXc3dzzOM+9/eI1kZQpHlrEQSNwe7wnDgbOeePXiJY+PD4wSeHF/S/36K5bzwu3hwP3hgAbhOA2U84nLsnCYDkzDwM1oNsDKbaslnsKBm7sj5/OFGCLH4w2aBjQNZCIXL78d08gQE0NIzMDj5cK6LJzySsLsw3AMPH/1BZfLwmH8wMP0aPvAMHDJK28fPxJuR26ONxwOB4ZDZDoENAfy6YHL5ZF8OfPsyxfc3r/g/fuPvP7+B17X14zDyC++/pq7u1v+9re/5e0Pb3j7/VuGIZjO1rJQ5oxU4XhzQymV+XSh5sqHB7h79sA4ZVJMRAK6ZkSUdBhZHjOn88rpnFkqPP59q1cD7u5uTRfTN4I9wNs0S68PiwNUdQObn75DnoL2uyCog0Qb8CJITzrtYw5rELxVSKjHQBq2Lp9oa5S0SSq0Xa8luwA0iHfO3ck+2JuRpyCRfLpptM/Y+SL7hHFjuW9hpXqisbKlrPYn+0OxefNaf+w1Gyv1xhm0zqISrPy4bQGfG/72uievcllQCueHj3z48A6kcnNz5OsvvmJdFtaLsdZVjbk6jANpTOSqaCgMw2Dl+VEQ10u12NhBo5jsj+//VNOtC2JldaZ5uEIQIgMi7bn4XGzzoz1MEfclWpgtVzd4XVKm1h30x4b5yfNon/8cZmDf4ODKbjzlM2e/uq7a9tnivs72aP5Qs8Yes/uEUo+B91FX7+7WvpTrR/65IwTpMgBB6WIyDWdsa6OW+ge7zu2Pn848SoV1yV7KU717UCFFYc2Wma3ZBIa7MUiGQsYxuMPehu16+KSxmMCDjvYLtn/4jS3ni7Wr81a1xWv0m6GoPuGuHJn+ULWPvGpjaVjmwkqttu8z0MTuxTobidu/LQPcnNgGHKkbrBaedRaJ2LmslGi7sYY05nUbD/Vyo9bJR0LoItdV1ZgygouwWm12TNYZyNDFrWNUzrkDMC172wxXjIGUbIOY14Vcq1Hg0+DBaCZn6zY2DPaaeIBu19kQHjtX0wmxTm+xX8OPzKZNr6EBTMUGpGlIGS5iAYhdvyAp2K7ibDBtoF+0QCJIC3xpsdEOwDN9lRbMhmTMKAvE2nvonrAIJiDccqjSYARcu6v2wIUuWtdoo5vEm+4zKg3e8/KpNo6mlwW5uNjubvRqYyuomHjgTvfqCuj2f24twrUz4fqm2bqCaTJwRKIHo4kUR4ZhIg0HUhyMo+0iih2UaV/SsbI/HQBpT7F+GgTvoKQ+IYJ+5iQKYVWG4eA/K7U4SKTKONq8K7V1Gnr6+dA10SxrtgGA/TrbtaEGGKjphdnzyVum3zerMWyaTZ395kGJzTl1gdvCsixc5hXE1uk333zP2zfvePninldfvuL583um6Ug8Hliyki+FWnK/k5YVotsxsyv7MW7jYiC9mKhhL6HrN9g/0wTrBSWvFa0Z4yMWB+6VkjNrKUQJTIfJRFLXTM6VbMRWnMCK1Gtco1WZVv+3iMXRIUI6wu2NMY+WBS5nuFxM3kUVdPaMsth7UoBxgMNEwxgJYtorKjCPjZ2aXINFEc1ojZRzpQocbg+QIqsUVMw+raulqxfXYis1O917ppQDS56RmoCCxGTrD7MHWsVYPRiQojUSEdQ7iwXBy4Ft36wVpskEuIM7cEGiz6fkAtw22btF26M3PdO3c2R64wm5ns/BurQlsdKySmNXQs4LiDFbP3eIiDf3ul6IQWSH+YgDIZ6t1FZ+uzGqVEZKMW2/4Hpe1Tc6+Sm1bn+KR3PymqYE2B7Qkzixr7GKsCKkT4DeT4+b8UC5rOTzmaKF44sjDNVFsy0ZU7wD4jpfkCDktZBS6uwiVdzPawFaY5/7swlWJr3LrFnisBYq1oEvJPcjrB7X9BHTkTCOhDigupJzZJWTMc9KphahiIIkAjCvmeOzZyzAMi/GEvG9L8XEWq1sVFPi7vk9Se84fbfybl45P15YnRl5eniglAvHKfDs2R2nx4/83/9v/0+G8cCcK+d54TDdcnt3zzfffG+JmBSIY7QSYIHTvFDUfOFlXlnW7A0mLDF6c3vHm/cfeDz/nvTDGwjWRfWf/uKvuJxXxrSwLDNrPjNffuCLF1/ycBHubu+Ynt/yWgvf/+73fPz4yJdfVE7vH/lw85Eh3RKGwuPpI7/42YHX57e8/vYtpw8XIpG745FDTCwPF+5fTnCZWdfCuVQeFD5OB/7xv38LVQjFGp9UEjXBspow/0pGpltUBgqRBWEFjsNkzP1inTJDrRzHARgo68q8WrmyLplwUL746muGdODudiWFQDpMzGXl2Yf3cByIz0buXh5Z6ozWmSEFfvbzr8iXjzzWmbsXN6SYuL25IT9/xvv3HynVQNFnz57x8OI5b354zds3b3n+4p7Hj4+cPnxgmVdu7g4MKTENA+HG5vStXnj4+B6tmfu7e9JhIEgkBjtnrkZFHY8jeV4pZ2X9YxHan9nxX/6X/0dn7zeAusUJSvRCYUsKN72zzc9qsU4DfESuBYT3ZWntMB+Htr2gLsOvLQPStqYdINDKtYKIJ3Z0AwqqNaZpsiGte7TWSqX0AFy0XfOO7dNAKd3dUxcx3lUTXAFH14fFQk/BJ/vLwAinN3vMrC1R67IENfnP/dyfns8vp7OiSrG3WYMSYwHGGCmluBwAPZDZ8BVpyJaNSVCiCufTwrwuhBAYxpHj4UiMA1kyEoTp4HFJzpwfT3ASDqMwpMT54h08x4Pp5+zYzRLd9witazOkQcxfDIFaoORCLhBIBGr3SSxZ1HzK4Ik66WzwPrd286S9Jruxb/mxP3i4W1V7ktLBxj+yzj/xg7aL2IGnatI4HQzbjtgCznitJPtjwuC1g7tP2Gr7k+5B0c9emuyu26umVJ0x3gPfNn1/0vGTwaN1Xhw4Mop+zaZhsRYlL7MBQ6W2W/UAJJrDG6JT8UuPLVoCtJaCuh5HztkWvtPZgpdUiVgW/Hw+s5zPm0j3bqyGcbDxVLZM/W4cYgyWec9mIII0YVkTj3o6aO3zwzCQUupgDjSnzgEksYffakM3XQGbzPsytitNCRwY8I5oupsc7b0xRi+bg5zLLuNqDvUwWCvLuHMmr+ePWKCrtZcLNGdcgVxKHzPBSmQyK37hpMG/KViZVnK12uqZh7ZQUjLE2cY+eBnck4XdurDtgxLs+fddIwixRJpOUxdGd/AoaICkRDXRb60FLerdGZSWFWgpZ3FDEtrw6LawDTyszlhzUBRQiWidEax8SxIEB/6uFqcE8PK1XBQpxVqDB98M/Z5aVxxgE0X3+RhDuJpXV6Ug2EqqoiY4J+JMCft3qdmAjdI/7M/bnP9hSKhWyprBa4zD4GspJNIw2DNxtkJysfMYA/jzbOBRp2T0WeXX8ycEHlUMqOsLuQFHQbbKLEMEr0CvH6u8szne2sUXVAvzAklM1M+o8AYG/1iAfHVoy579gbfgQeIOPLIyM9fPUQhh6JtbcJH3nC3jfTpd+P7771nmxTp9PbtnGkfPFibevXvPd9/+Sz68/8Cv/vIf8pt/+I+MRdcmndizzWu2rK0qL+9esFxmlnU29p1A8g6SHXSSVgC5MfF8NoIIQRxol4n5YQUyyYE8GSJhGkm1sjyeCCRy3koG9s9HBIYhmlBrA+gdICiL+WH2POyPhK2ZVK2bn2YBsL3WfIyqVr6WXZx7HM1RW1ZllUIZgAwpiglbJ6OIF1WWdWWplefP76nF7EQMwXXhKjnPlolSez2ERBjN0V2WmVIMAA9hII0j8RhN6LJkwhA70xXF2xhjBHVv2NDA9VJ1c/CbZgDsnF93jjoQsNmbP7qWQ9wehrTEhkBIaHdcxVx2NeZcO6eBe/sSZPrnA7Lli/x3W4Bi4GQIYcuasQ9MmpO8Z+ZKt/VbsurP7MiZvBpA3QIjYwMVorjdxplXV55eK1/jyevtpeBtlRN1rXx8947DzQRBKZcLaCUKHCIcEry+WCtCAayrazX2b910zno5azabcbnMzJcTulr3MbNQzR/y8mz3E1uZm6QBCZGYRobxQGGgLhArrEt15lExNl0SY9SGSCkzIRzNvtVMO+uyKrqshKLIGDmo+XH1cOCf/9f/DefXf8v9ceLLr79iPr/j47v33NxMvP3hDY+//R2ni/Ls5SsOd8843N3x5c++5utf/pK//Cf/mIePD/zub/6WD2/fIq7hJmJJzXWxxgDPXjzjN3/xaz4+nHmcV379l39J/dvf8fD4yLpmPj68I4TEP3v3z/gP/oP/EYfjK2pdWZeF4OWfX/9sIKaB92/fUG9m7n9zy+nhI//Xf/Zf8Q9++e9Tw8iSBRkmHh4+8qzA48OJ19+95vHDA0FhjIk1Z2StvLl8z83haHtLVUQiaxH+u3/23zIdD9ze3nA8HsmSeTidGY9Ha76BEAZPDteAxMRxOrBm785DIMQBGRTJKzWvCPaczmVhrZl0EUIJ3Ex33E6CpEQYI7coz14+Z01KHmG6H/j9978HzYyHxDhFnr96Rj5/tPbpwP39Hff3t3z11cL7N2/57rs3vH3zjlcvX/CP/uof8uLuucUZCvlszQjWeaWshSENHA4THJSbuxtOpzOlVB4eHnh4eKQGYUgTMSTGYYKYKAiSBi7lkfXxf5jl/m/r2AMjbV5A2zYaACLd39v7TSG0AswnluZH/MJezt8SxjheJNVLYjcASWnJVcU6kQXwxGnbI7YgegPNW/VAyY2VbU0uUrL4QMQjg91eeJUk2Xvf2l7fXtt0KuWT37XXP7G72+aGqgsTiwsT7wE7Z3oGmk0tfbxCGrqz0sq7+97g9x5T8q9q49xEpwP0MjWL2UIcWNeVeTYAaDocmKaBYRp7gwPzIegs2H5bMpo1j76XhxYrWOKLYLZc1ZLySmUYImma0BJY5tLZxqXizZAdLApYe/oo3Zdvch3qPv3ngKOnz6hNjR8DgXY50P7R/pnPADDqAuV0H+Pp9+/GzNeLzWvXXXasos+fXfx7jUMJ6hkvwckJfwjJ+nQK9vPu5TOu4+jtppt/1DQp2/T9Y0modvz0sjXPjNdc0JJ7+Zq4YndzIJsQns3CAtXKnFpgpLQSEzCtpAYc2eZpVG1zPGMMFAcdaq3M8+Ib37aAxbNzx+OhswRk93AtUyfWFewJsLJNRKt37UZvN0lTGjoFzgKN5hBX0/Vp75VWqtDCEZvEpRhbIA3tntmMtQNNRr3sV7UzQvuFsncKLdOchsGAKkeA2ndvKKwDUdLaOssOc2vorBmJoF4LuWZjVqXolHCLGbRRB2vrptKHysTPdyrFV4tjd9W7qeQbSOnMIjyQIFTXejIDWn2sKqBqJXHFBeeaWHrQwe9vV4ntiDI0Z0mb+lK/iEbNRyyD2DYf8U57Ng+sG5mEbTH259dCT0PfvLRtozc2sK5/a9wE4iQIrSO3ghlOaZtjC+o2Oq+VSSnBBe+GEA1YEu8OqAbOUispiOsWhd5NrYOYIUAaiCl5F6hgnfKG0coRY0Ku5l2btGZYW1Aq4uWJf1KHOd5Xk60xG9rG2l8uhPp0A2i/c62pakFLddZaUKGolWx0sBfL2DfxpNTZ3pmm9SOqVAa/jE8Jr7aa1ddw+7z4tVQvtzImU89OiK37IF6aGAdiXDlOtxzGG9JgbeCPNyasuywL33/3jrdvPjDXyjff/8BpWZ2G0wAHEBWeP3/OF6++IAHnxzMxRY73d9uuUgplWbfyGF87JWdnnCg4cGRlNpBCIA5CzQuhRJKuVK2kPDGNBXKlTisfPqxWOgGeBTagv+2FWquVG6u/nqzRyKogjhU4poFYVROrl7k9xRKq2nc0Cay9U6G1OZoY6cfLFkpSUl6RQWGwsrFSMiUX5tmA9xAicbDkQq2VfF4JMTGMk72mQhFzlEo1wD7JgLJCFlKZOBwCqhEZhs40UdTmH8POxtMdcsNMpN+IPFkKqgW6c+K2GqE6Qa6oEkoxeye70u+mZbHbgq5Yh91ubetrK+3eLuKpIySepGjX3uiYbV01MCjG2FvHb2vG1pKqgJoD25I00HQF/kzr1uaZy/lMzmsvW1NV1/TaO6A7tzMk+MSyPDkCSIzEEZTC6XEhpcg0HYhDJa8XlyGohKLcqJfaLquVh1cr3Q0hWXfAiCWWVFl1oXcULcau07Jdu6oJD6smsuWaLQhJwpRG0nhDmA5oCKw5kwmE4UAoM2sp3TbjpjZFYa3GYJQQDQCjspRCXhdiqQRJhCF2/Zu5QDwcCOPI96+/5eGHHzifL8wX5dsfHkmqhKN90fv37znnwos0UERI48jXv/oZxw8fOD2euJxPPDx+ZCmFIQlLKZT5wjgOVIX37x+Yc6YUePXV13z5xReUXPn4/nuW08IkidPwjst84ngcOUwj93dHvnz5kpcv7/lX//Kfc3Mzcff8nmFMPHt2z9s33/PP/x8fSdOZGN8QKUxhIkwzv/3uwrFGjocj98dbppiIKtQlI7nw+vUbIoFBQFIgpYFpOnI+z0hVYhWkgBxGhnGklMJ4nDgebwjHWxYRzmtlzZXxGJjz6h1B/U9KyGGENVCjoMVKXKgrUpV5XglqCcyoQgqROCXG24nDTeLj+sDHywPDAMtl5d3bd+TTR77//e9JVanLl3ycH2i+0ePHB+qaef7sObe3B+bzmctlZhxHlnlhSiN3t7fIzQ2Xy5laC+M4mM9SK6d5tTKcJXM+z6zVOmceJ7i5TRxvbpiClUnGceFcCx/ny9+rdmvVpS0aI6b7Ht2M7MANNV8YnoIo9v615k1UP1yXDFlsurP9O6Dffr9FVnr1qYqxe6vvf7vf7wyCXdtub2idq1pkvgtWQvOXm4ft4HwjNuyu+LOB+wYctesX6DqRT97/ubhf6bT3DnS0y1N3sRSEsAFMVXupvXiS3k5l+19rRGDVBj6+ch2LtO8Sb0o0LwtLyRynyQC2wcSt12X28xr40QAO36B7DN8El80vsz1BC0jNhvpLcgCpMAzW6rbWQimVXABJpPGG8eaOIBPEoYNPhOSl+rvvdlkElab2ucXZ25Ro1/PjJWj2vj4sNq90mw/b7z/37Lf4//qRNr04v4ZqGEnVaiWMaNe8/PwZti/Ys707uKQ7Vp/7ej/l6Cuk31+LYf0nxbvXt2onJ7z8tNP/dPBItVCzMXdM5DRTSzGiXfGSoI5kV3cczLGTUrxaTNkyhuKLwpgSpQEoHtSrT3gJLQNfSTFYECWW3Y4iG1vi6thAoUatrA2kkO3hDSGS/UHEpgDv1rP5vCFuDmnv3OT/sc4x/o0NdRQhhI1etkcjUXr3tP6nMSFkV8rlgUEDrYqU7eE29gmN2SQ+ho5cB3P8G/imtBrcLdDrdY74d8ZgDLAr53xjl1SxGlJ7PNY9pWlkWMmVbrWpbHa0iXCFGPoEtXO4foyANhFxNZRKNXiUZ8+9GUOtxnabazWdlLbpqVLWBYaBclVK1Kxy7Zl2O5lu1Nba7qX92+gJjU1mg2TGqinht9u0rmx0NtnGOlOkZ+bZgqc2/DsbsA+sgrUu2GqTxfRBotgzHBy4MU2uRlvdgCerInRBecIOODLwKPrPCEhK3jLTg65oQFIMYQMEHGy52qzFNhWxxcl0PPKf/q/+l/zbPv63/+v/Gbd30xZw4kOoinrh1dXmAA7UlM3AIpig/FbipzU7eGRrq7qmjYr29SJgNehqAGVbV7KdFZvLjV1IB5xDmxphQKoDS9KGelsr6PXG2MoS4+h15iKEWEkx8ez5M2JMpBSpmt1GWID4s5/9jC+++IIchB/evOX3v/s9rEbv3kpehfPpzDLPnRI9pNRt6PF45PmzZ26nlchK1dXBI+uetnrQa/PVMoMGfFQT8A6C5AoS0RBcsywyThMaFkrZ1okBrcYUKn7fuWG+wXTep9F+jpkrckwDgVaX6GsmIHoJXFQrcZPggNM29dlh8rgWqFmUAiuVWlZSNbsY10rMis6zAYkxkDgg0dhAec0MoxJTZBwHkiSQlSpCzb6BB7fdIaJY0iEO1tK2qmfidvNimxvqttbp1w3MbskEwR2Y9pmmxbDRmJvG3xVj6amHswdvWn1gP67fLGzg0cYC3hz5BqBbG9vNyqg056bBqb7vBvHkBn0/t+v19SPRTXXoTpwlnP786tZEhFe/+RW//s2v+PLVS+5ujgyD2efD7T291Ls5hAqNUfsUUPr05FiJtwhRlEOdPLlVvSxg83W0KikE0x0qti+KqvlzVZGs1OpZ1ppQJnJeaaLwvUtpnzd2bVlNY7KIoEUQHQgZswdrYa6zldvXyqAGmgtimGcIaIzUGKnBGJ+1VoIqsWaCGmAvJRNUGKKwloXLbPpapVYOd3csD0fyWwecQ2ScEtN55Xy211IAGTKZMxrfE48/QJqYdTUG5RhNF+dD5vJwtnLmtVDmTBwGcoUPH09c5pl5Wfnl+VdWGhITYzIG1KgJlczp8SM3xwlhIgbxEvKJ5y9e8fjwESiePKi8e/OOcRoYJ+HXv/6aL7/8gnlZ+Nf/+h3jOPLxwyOl+ZIhGCtQIxMLX756xf3NDXkpJjKtgUjg7uZICFaWuFwWYiikW9dTxPRVLAFmGUYV5bIsZKoBMZ1RLiRPEkcRasxMopADZV4sIKyYf6fB56wXIkng7tkzyinz8PCO7HIUp/OF8/nM/PCIzIkYLFxZl8zldOYwJu4OB5YznD48MF9mtFTy5UKocHe8YRwj8zyRcyaFQC6FZZ45HG74+PCRJWdyMT9gSLY3Va3EkEjjSAqJDNblcLhY4PsTg6s/9aP55C0v4K72djTAZgdyXEUI+w+0xKr/W3ev0efkjsHkMdEeOIIefhmrum/mVqvegA9x37T5WLRk9u7r2ma+4WC6/4Htjtv3tsY+QtMt7ffjR5C2Ltr7tv3q+p3XNrixu+wk7ay7ffrpp/ZOrLf7bffadC7bmCKBUrf4zH6n/feaV9ZlZl1nG9NamecLeb1wd3vDNA0Wy2DJ+FysTLkuC7JvLSj2lFr9RWOTYpd3NcZBQGlxbjXyiC5eFSGUEgjJmi3FYQDXREZiL2XujIY2HkF2EiD7kWW7Rvgs4PdTjn28HnwSKk/P92N7q1xNLdubbQ7pju7eEsRt/uvuwZvntvkrNgV33918HtU+DoYrluvv//zdXd+CT39Lal//Kjx5+x86fjJ4VD0wqB088hI2R9o2sMCzTaXahUgyepRFEDaxgxmAosYcKQ5EtcHaL6K9URmGoQP/Np8ao8LeVUruwsYb9X1rt96AI3EApZeRiZcoNZZIB3z8zX00wxZRtAfINtqtW9Ln7IhW00LKuema7H8tXUNJRLzjjBnFniGObnC7AfalI42W1hZr6OPWjXszcnsAicbcMidfxdXYddNZ2Bsra9P7Y5ncnTFWfMG40bx6Hv7OCvvSslY7rB61bQBaaKNumUqt1KIg1X7XHOmihGRtrbdltBMlRr0O2p5YrQ3crI6Glz6GXaS8zef+GKWL0+ouyxHcsapVe3a8V4y0mOlqV/btMrSSBD97VN9P2k5uc2ILFqsTP7bMx740s89prwwPMRLSjnHk3Q5t3uru+7dywv6AZDOArdODaGOXtTGFNCb+yX/0P/6ROfH/v+M//Z/+u8CTZefGWogbcNTWtBv4emU6fQ5i5S5bF7DaHocFRdpKSNrG6oLT3VC10pyNGWLjW2jPXts1uD0xEKuCGAhfmoZICJuBbgB0uz714K3NH4LrjQ2M48A4DS7QnF0rJfL8+QvLKjsDoZaCrgaOic+3KIGyZn73t78zYCRa1mhdV0rJvHz5ivAXv2FKA8M4UpczVVpfJeMTlGK1/ta5QyxzqJnq2ckG1ppAqzGJFEFi5HAzwmX1rna+QfpjaqVnvdzMfCdiggkojju395f2Wd1Ml4iDR5iT08yISAOq6XOpmXrdTftaTZgblLFkYgqUpRq4lVbWUqnJgq40+J4yBhPZjYrGYGURAqvfXHMw2ryopbKuhWEazO4onWEaJPl1uY1tdlbNdpu96UZnty42NmMzSoJAiL5PXzv2V0c7lbYB2cap/97/2xITG3C0NUhofrk/bWfw7bQouunzfaerkdoXNEH3Drp6kCxqtreX0gqEumXK/6wOEY7Pn/H8xTNubg6M4+CljkIaj+b0hd2k3Y3PHz83WOZBkJCYwg3Lw5l5vhgQGsQC9GAMQTDRblpXNaSXn9O09UQoWclLZbnYe6UIo4rrUpoe1RIPvvYh12IsqmDdX8OaISxkhcdi3SIHadtR7OuVEChBeiJStVKWi03JUpC1kEohYo1alnrh4eFM9A6Poc5QVtI0EoaBNB2I04FwTsRktzhnmDFgWcrKaf3Aaf0tbz888Nd/e+Cf/NN/ZN2IjgckJS5rZl4LwajLjKVyviycTjOlFC6XmW9+/w3DOLEuC8dp4niYKIuxqS7LifP5kZIzy5K5vTmR4kCMI7UG1vnC6eEj3333A7/929+bxhrKzc2Rm9sbC1FC5HBzy+XxbLpSFk/QkreJRBwSlwzzvLK64DlD4IvDl0AgN4ZrLqzrSpomlryil5kxJHJIpifqXeVqm09qflag+TTR2WmQQyVJNbHYiNVd1+Zfhh4YB0fvg5iAegMCpunA8faW96/f8MBHpnEy5nmu1LySg8tkFNOQs1buYkyxEBhSYpgSQ4rknClrIa/Znv+ysi7FtZ2UFAdCGKgV5iUTqnKIIyGGnoSIEf4eYUfALmgGfwabb9kSly2I3gAbutMpfV+5OulVUN9stWkf2isN6G66sJtPC4gx7BsxvCXKt93MfXrafrPZvytXu19Pv6xdPH79pp7gZ2dfWnTnMaBI6u/55OTt37qBXja2W1fyfcnQJ75Fv3mPNfabrpc/hdago2W7xNaPXWdwT9RJHGIspFoL6zpbQySUWjLz5cw4Ro43R8CSegbyQwwJza2Ne9OA0q10vt2n2FoT34wtFm3AiPnfQSqEikhlzSvLUqklgQxsSMUW01qWLjhQBFJ9bol4CZjPw311QQMt/3tblLt56LdK97E/nVsNk1Qfp5bQ6c9Wtx9aPNxwh8Zsb/fe10zX+d1f0Tbz6f/VXVgvV79pV6xPPtFOKO4DtnXWZ3X96WP5k8GjvM5oye6dF18MGS0GHpmT62VIToEMwVkbVTcUUZvTsVEg+6IKgtRACMbeiK3cRgwUaZTTbWjoEwqwjHexcwXXcamV3ppwDwqZdoIF1QBXYJEPrnQqmgMdjca3z376382Jb6DM02dZanHk1RHJ3WdbK902CVQruRpMFrEa0PZlzZC3S60eWJRioFTV3XnqNZsobBfcgaOmp7BnTrUuXsaisaAl7sSTQ7jeRDpgJo210TrgbLXUrdV4s4etXWHTUaJlU6U5F9Je7gLkTXi3GeU2C/Y1z/2Tu4ClgQVNK2vTsbHnorUZz3bV0gOyfo/sFqO2ReubZwDwINjpnMYak+7kN6OzdUcKnekmjdcg4kFu67S1gUdbjXfb5Noc3OZhcOcOAiF5GUejVIgZ5CAYlZxDB+DaRmVOkmejWtenNtFoLLvtXH8qR+8f5sLBjSl2tXb7qG0LU0t7wAZPNlAtl2yisHvgM3jJZtN16+d1llK082yUT2O0CQ7MuHbZniJrc0kodfb7cDBdSxeWjcEclrB7TvY4mi3ZAa8q5LVa9nhIDMNISoMJ35dKjZh9jIGvvv6Sly9fUNdMUdMVSNHEmL/95jv+9m9+SymFmYWyrFwuc2eIjkPiqy++4OVxYl6XLphvQE4klUgheyYdqNXKnfFEg4NaPRnhzk7OmeNxRKQwz8W2micbmVcTdjvW4ugh2UhkAVoewv/otmVYDqNgJTfD7n1tqfqpG0DROrSJs5dK8Uq/CuuqpFRYVtNKYqysavtdSJlyzIzTRJwGE0eMQvby1BgToVZIwctvlZoLhRWvLyLGASGipVoDxaCEUAlEn4PSy3ptmEzzRrwDi0ikgU/4Z7w+tgPHGo2Zt7Fu+/TthzTnzUHCT6IFH8S2f7p1elLWaoMsQbxcVHuy5mk54RWrpu8XrSzYxl6jK/74XlF54vD5df/5HcqyLKzL2rutgdmvWjIwWKIpxm6/twTMTzgCPeCPcSTImcvlDDExDYkQkkHAUimrrU9rmuZOvicdWqJBVSnryno+sc4zkpWkwqTBFst6oZSVMgpRA7lWShWUZEBsPViHRVkgV+ZmHcUaegSJxLhjeIoi1UqIZ2c5mg4ThAxjceAgBN7OH3h8+MAQA+GQGEPm9PCaqkocEulwREPisirn1YCBioNHK+haqZcz7z+e+eb774HKl1++4tmze2QYuLm75/Hhwnx5tI5DNXCeFwdoCrdHY3b9q3/x3zEeRm5vb7m/v+Pm9obz5cwQE6qZ0+XMvGRSWJnGI+tc0XJBJHA6Zb799g1/89e/44fv3yCh8Hg68ebtWxRlLUoYjhBGpuMt5w8LWp2Z7zqXK8LD5cLp8SPz5YxQmQ4DeVBeeCIvxsCSC/N8pj58YLw5Mq/GDs0yU1KhDiNpPKBxoKyLPyebs7b9WLMWiSBeYi0pMYbBwNy1GNPS/aeqrtwlkQ8fH7lcVqbphrycoSw8e/ESkcrH9x+4H25Zl5WYAtM4ELBuaqbZMrDOA0m8GoFqZcHVSpGGlNBSmdczy/lCenHH8v7BtZA8ERmDyVBUZS4rIVc0LMQKl/PCvOQNQ/17cjSWdQtezc/whK0nHUuPt3BQ4pplceX//10OR34627GdVBTCFsE2YHLv96iYE9D+167I9p8tnrPXPJhnC/C3935+fxAHzdj73GF/j7uAvDkJXa+porr2VCSuE6zqmS93MJovuN87ewy6RTHun9P3VUJrFNHiAnHdVNldQzuv+YylFJZ5oVZvKyvK8eZASInL4yM9rSRCiiPnD+9NZ9CzdC1JE9trtPnROuWxXWuwpHuQ0EHiUip5WblcVmKYkBR7eV4t1XQrd3tZ99bbiRtAVTFfUq4hvP40dLuPn3bI1ec3DGD3W9n53J981uPFFn702LABRn521W3+ub+2v156HNbAgtzj6atjhza2U7dr3rCD/bylf/d2vT66YjFSz8x4SL3HF/7Y8dPL1nbAEbUQajHtCa9tj4oH5LbwTeDT6GhNt6MtEg1CydYpbEiDvbdW04BYcy/takFXE6Q9X85krVvw3a7Nuw1l1zWyAa1OW3etAM/c9jIPH+hmLBtYIN0ibvfeW6J3A7L9stsj9Vaxvqja/9TBDkkBWatnMnS3Lizj3usOW1C0cwatHMpcGzNsDjrE6ECeb8bV2F7ZxQyrC2IHCb0kqZd79bEz0ER2wt7NHHSRNR/pECMaPJNEC2bVDY1HaQ6wNeO4iaa2SE66MWrgivbvsveUwsaMiRuIF5KzfNgCcIK4do84eGMGOlxd4UZDrT6WpjXV2CBtbtDWus/XzTB2g6RgWbP2vJrR9gXpG0oDf0J8kv1uhqkxvvo5zYkibgYwpu2zpcg2b9q1+HyxDmo9VkYkejco2Rlkv68GZrVWmiE6SJs2TaT+uXYOE/9FYr/n/ej+2z7snmULaKAbzauSHf9bWp0f/oR3WlkaPEBuAHg0YNfK6CsqXt6IVaUHaQKIbcs3Z6ZoplQrG5uG0b5Ltnne7IIJc7v4qDp7rWmFFEWd3itIB85DhKSBvFgvQFCqt1V9/vI5NZvuW5BAiIFhMJSkdWQ73tyAWhcNKxkFAyNMi+RnP/+aX/zy5/ZdLnqWvaHBt7//lt/97e8YQuJwPDogvdVyK1ZKptBZyFaaYK3StpE2do7u6D+n04nWtXBIioaKVEtCLIsyDNYxrRT7yhTgMBoQtK52Gq/M3BhKdVsXLalT1K4xpZ7k6c+n/3G6Y8tXXC7236adpGrfGTxGLhWOz2id5SnZuqzFMRFWIYSBFmxnDGSKITLGgbwU5nkha0FyJFLJksmDdXustWX6d1Rn6E7I06OVP/dsr5iTuV+qArYfeBlTismA9G6H9++1NVBbyernfLMngVXwDGLbF22PEcZxsDLpus35Jmrffv7kvNq0jcwGVtmzmuxiokd2RWt3pv4cwSP1dZlLoZZWTuog27oy3t/ZZCvVA5OAPmnE8aNHH44KxfTOzsuZKcKUopV2XRbWywUUzqeTgRC4LWnP3u1/9Yy1lIWkM4MsPM4ZIVOkMlBNt6xmhvlbcj5zKDOFAU0HTukr3ugdtRSyZKCQCRAgh0AWYZDgQJl6dlaJWqi6oMtCXbyeFSGRGEMi1oKWlSkp8fnRNJxEqVo4rTOXd28RMsuy8PbtA2/ePCARLhhwBJ9pp7zYBP2v/1//DS++fMHzZ/c8f/WS490t8/nMGBN/86/+P7x/+5b5vJJX4WdfKje3t3zzt98To/LFly+c3RW4vTvy8uVLTo+ZkhcDgGPk/Lgg5cKb77/l9v6G7394zW//5lu+/eY1BhsXvv/uB8Yp8e79W8JwZC4D81IZVXj94REtyrObO17e33A43HB+/554OCKXBWKiambOlfp45q/Df0cIwvPn9/z+zZmZxM9H4ZxfMdw943D3jFOtXKoSJXJz94wPj4/EaKGDBSHGUW7FsERBakQ19KSt+SPmj1fv4luzkufM5X3h9eM7LvXCdIzc3D5DbiYoK3e18g//nX/KqzTw27/+G5bLYt8S4Hx65M0P3zPEL63jm00RlsuJwzCxnBYkiHVlvqzk88p6WXj73Rvmy9y1+KrHLiEkxnHicZmZjhPzWvj44R0fT2fOJbN+Min+vI8QBBPe3EoPbb/bNGNEuNpzOoC0S6D/nY/mm7kN2dtpCZUgWyy0gQS+i7eAuMlM0Hxi99VQnjYO2Afr271I959/8hG2pIbhNMXn9FMYgy0+2b3SmDmCeCdsQcRS1Z3F4w6JYL66NkeGLW7Cy5sq3tm7Kml00KwHATY2aUgUNVF4qExTYhoHDocbRJT5sjKMiXEwHcW8rj4HGtNZ2OJSu/5aijHSd/faACgtrlHr8SQBas0s68q6rOQYSDIYs9NjQM2gyfZ36ZIsAQ174HL3TxewbhIbcv3XTzp6TOTzqj2XHubtfMKrp9j9nNqJEu2NNjV1F0PunKIrx81E4jsAiFqJYP/utjro82CHUF3Nsl4l5PH/FUNQhLWuV9OzP0vFgMhqjbha10W4rrj5Q8dPF8wuC3VdvD1n7SyOdrNZrW2nulMYfbJVPRPjhSyR4poi0ziaExkCMQpBki15wWraveYZLd3hLqWwXGbrliaGkEsInkhT8mrCiXHnWMLmCNdaPThmo9/p5oBvpsYfyk5BVTZorweA7UMtUJVq2awrTpFfR9MJkhhNR+Azw2tZRcvUV9qDbBO6GVLPDngGcBNBc2Fw/74Q26ISKyEJYt21/Lar6lZ62BaJls2It+9y1LWV1LVzStxlrjuS6nXHVbd64z9imYPtWzQ6X3XqJGJBv0QlkvzeIkRzBLKzFRAhRvHOSqGb1L7J4MJvhgpaYF5rB49UiwOG9IixQSJ2fXuQxlac6d3YecI42GvVAqBhSDAOxDY+wWt5nx6759BfcoByC/r8NaDVDZcdOHu14bZot4FJMRGGwTcRdwx8zrTubzGZOHbXRgrJ9DB8G2jsBTth6kKIoYGDfXb+2z96uQoeXNbaDaCIkGTTclIPNLSve0UaW8/1HTT7Ko5WdpWSdfdZwQLXbCCTKBZMe+cJK4w04KaUTPY2qLUxyJ6sB1Wsw46jGHsttO09Dj739dgYhAKjsz+1MkyQxom8rpbpr8K6CiklpmliHA8kLZRsnSyHJAQZIRVq3W8D6l38KoM7FOKdPWKM/Oo3v+KXv/4lx2Ei3Rypj9alSVVN74cG1Dh7VKC6ppGpjQpVTO8DiSaSOBSoI4f7W4ZoTJt1sQYKdSmUogzJOqrlDE2TOx3h7n4kpsiHt2fy2gBS1zmqPdZlXa2LWi2QBhgOME6wLtf7uus3o4XepbGWDTQq2f9Ue69X9YHYv8fg/jhKXivLWghiQrVxsNdbabtouz4xW4E5wCLCEBNkB9iGwRIMMXAJgUmvg9tN68ZtR3Q9sxg2G1JDL/uyD/n69s+b7o30Qs6nDKN9MsS+ym/CAafGfrJ7gJAiNVeyM2LbPCprAQq5FGLaNan4zLFpLG0NJrQHGxb4iATbU4PsmDrq+8JPBFX+xI7z+WKdYXXrkKK1IrlQ88rd7Q0K1DXb3JoMnDYfZwu3ro72YNuQCEhUXj57hi4LszOHNGcCMMTR1eLwPcRbL/vzKrmQa4HzG8r5gbqupACRhZAXqJlaLtT1jNSZw02irCtBbb7kLKT6luc68/B2II3PONy+JF5ORqM/3rM8+4rkjm1IbuODMVZKCUxBCMkBw6IErUQthFIoqxKHhcMxkYYJauXh/Zl5roy3N4zhho/v3jLd3nD/1SvWfOFUTx09iibFYRb9onCEw3Tg+x++R2JjTJsv+5u/+AvefP+GcRi5ubllGjJlKVzmysPHb62zY4HHD2ekfMcP33zHV7/5khcvXvD8xT3LpbLMVs73cDozL5Ulw9/+s7/m++++4fXrbzmdT7x4eaSsmR/eveFh/sDtzYFhuqXqPSEmfv7lK5YKN4dbprsXjLf3xHHiWZw4fXyAMTOlCTBm+5xXDhmONwOX1X1uFNaFW/nIi3FkVOV8XpkX5bLc8jhOxGT7hVIRtT9RqwF8HojNB+EgR8gVXSpJAwxQRSmhELSyaOH0eOH7b98y3A/MOfP9d9/y5Vf3fPHqlnU5MR3uubt9xkupfPf7b/nw7gPUM0nEtKmwffZwHHl895Hf/f5b3rx+zd3NkYQwDJP5ZbUyBOHFszuW+czXX/+cb37/A7ko4zgaeI4QwkhcRuZinaRDiNzc3pK0cH7z7r/nlf5v/5Dgvv3OZLS28NUTx/EJUG9ZtfBZM/MHj31E3oJcjyH2/qy2TI/7+G1/Ff+leeJewaGte7YzcFqzDgCi+yKVSiXUuPnye/2l/x8OpUkb+Ny3qJyNx7i/pycuYJNE2MWr7agep1g85EzTECHGThSorQu0OqCiuA/rX63WPKCslTREUho4HEbGIbGsK5HA/fMX5HU2YoAqp9PMlCxmxX1iG6sNELOO0g7eiTXnaf5291drpXrn5vVcucyVMBwZhhuOt8853D5H4g25CCFOLZDenjtKrJZIbJFnpVJo+rrSY98em3c84t/sWbaE097//nR+7HyopyQMYPcXVyyg9n6f+y3h3M5Zd+/tcZV+CkG28/bkWFtLu3jmaQKuNhBrD0qiUC0xWdbs3/t3O3562Zp3Q6u1dB0bK/0StJjXHkQ7DUrwTH2plpmVhAbr4NWC+CYALDFYF53SkC+/sSbOXOqWJY9irRhRomchocW50mszVb3EpA/uhgo29Lrk3FLj/WG0oL0xlPrc0W3SWkb7Set2TAwbtutoZsROWq2ck3A1IWutrMXYVva6GWUzGp7R0bAFj56tN5FcA1NMRNm9QmkUw0SNlZIbkLFj0ei2SERayUJzyPdorF1rzk1pSrtyvlajP4bgZReNkhk/nYQdEGrf337oqOk2koaDGBsrxuhChclbOAZq9kXqdQriRjVG8SC1rUHbnJpuTf+e9sfBLpF9JsXHT5we7z83oLZ18hIRDvHQxzDo1vmt3aF9vxv0T+BrPj3cDuwFZltHt71hseyrgUUhNWfe2UI+riEG71zQRNgdaA2xP+vgndWsk5wBXSa6J72znWnoJCB0o112qPafylGjr4nGKMqKtUbfibRX0w8LNGacU1CasQ8RBr2auy0j1LqIjDGSRShiLJ0AzmzyvKvmDXpsGYiqLMtqAuUhsGFIm2C2lmqALKbf0piAg6+BQNyx1PSzG1wL4GvNZqOKg1giXiJmYEIcBkIdqay0lb4HMbV6Jiwql+XRzrtqt/shmhPy+PhIffjIi3tBq6DVNI2y27NKdYDliSbC1QA7YBsiYSjENZjOjwgpGSNujSs1V86P2QCc6g1vFMIKDw8Lz18cCRHy7Kwg/x6tsFxME6lpFWW7berBGEs6OEt4d5G1wlxgHMzMrM44rwXqCmt7/87WhQj1AgtAwsA5BF0rKpksAjJSYyVRr/YBkWqAMwbQGetUaGBwDIEaGjgKHweBFDnMxbqV1mKd0iQxDQcvg26lTZ69DG2e9AdNb3/85Oj2GXxe7bLDDahuR4iWvfJVsDnDnhksrdzM5nUB1lw4TNMu8bDpHnWRVCBFE8nNtRK8sykujl2riZBEQ8sRaTpgmw0e4k/Pjf3JHKqcT2fmy2xlncVKTjUGpjFyCMKyXKi0smYlr5Ekyh905xriD77RAMsKISFpsxmlFIYYkFBJ04iUjSlZtfQ504rv63qm5kc0F+oi3NULqVzIlweW8wfy+SM5n/g4JHLOPJbKqgMab0iHwHA7MUjksiyc83tKhDgNJFbq6TXzEOH+huNhJJMRTYw6QlBiOjCUSA4LdV6pq9WVhqrGlqoLmk2kXxEoyu3tDXe3EynC2++/58XPKofnz/juu28o7099uKbR9HIy8KgXOMNFL9y/eA4x8v7hge9fv4O18PE3J47TARkm0rESh0KJK8v5jEgkpsI4DMQgLGWFEUQiQxw5P65oHZjGG8bhhiDC3c0z8mXl57/8BRICp/OZN29e81pX7o/www8nLhdlGD/w4uU9X/5sJMjK2w8PfP2zX/Crn/+S2+MteSk8vHvk/nCgLivxeGQaRuIQWdYL777/PRzuiDdHPjw8sFYYRjNqp/MZ4QMxTcxLJldhrPDL01s0RNYgrDFSk1C9K7JtPd79+HYydsZaKJIJRSBXAwGHgShCKQuFhXib+O7tD3x4eIfIynweWM6JKBGGW96/f0ue35Fi4P7uxhIgwHI+gagJAueZt2/e8t233/Pu9TvWuwM3x4nbO2FszGFxu1Eq8+OZX/78Z5RinadKUVIaySLEMZHfPxIpHA8Tt8PAXJX3Dyfmefm8//ZneBRNtkdViw+2KoHiIL0l23dOi//efBsLRFuHa/fF2+/92AM0XTpkn3wXiwN7BOB2Sh2QEfVQ2ruktTJ3PC5qAIzifkjY+PAWgHvCWCtETDOw6bbtfBFBejyyT+Cp72Vhl0vZSZ7SqgE+hRgsudGlPkSoun4ClF0dHt+Zcb3em1sY0SoDDGwq5u+rNeWw5h+WCCplZj4/cjo9ksvC1z//ErA4JUYr72zl/SmNtjeXzHQ8EOt5Y/f4ne0wEXtWYSNnlFp6ombTezJfMigM48gwHXl4XCxhlDypHkCqB2zBO61JAy7Vk5bbd4oYu7RdkHi8uoU/u3n2xw5pAM3nfvWHz9OgqpZpbFIfeCzQnkt0P1/81dp89+73tbG9ng/tXBscRK8Q2q5JngBQO7CqT/6GZdQNA0G9qmJ3vrDhL1rLVff3P3T8ZO+qZNMBya2zmg/L/kaDU+Tb4tVaydnFwmIgSPIaSS/ZqE6DB5/wzgjxQEXRDYGtmXmeHWl1JLSGLlJtk9vbOPeHod1QbZTFRj1src/tnZ2e1wCUnK1uWuTqO/b3x+7cJuukHVwQaV3jtnNCQ/Oll4hFd4bzmjvtrNUb24LBHTtFayFEA80QM6y11UnsfXsRz5qLgQCOOl4Jy+2Merv/RkXcZ52fLqA+hs2a1Nqvuy1Iabe7zfO+4HpQ0cdxo0dqAzpSIKVkhiaaoWnlFQR2SL3b28a0ChaAqXdfqLVSqms2eBCr7fnbTZMYjdGDZc4ai2XJJwIbU0dkG2bR6A51u1n/nO5KEtv4PtmkuBoX6Z0CLaO/F8qj6w7tDcH2b2MYSL8+Q+k1bIBnK0ULDTiKxqAhCHEcCMHL0IIFrYKYqLiysaZ8LxNttbG758yfzhGkGd22wVaowQvvpLfNFBUrLap1607VujzVSl5n0EJM7jTEuI1TTEQWFH/OWgmoV8BtOl+qQDCgBg+Ii9dPte24Oy87bbed2boGdeV6Hbage9vk7HwxVEqIaN26rKWY7Nl2NmAyLLUIUoKPhWI0ZwguwFjU2J4hBKZpdHudTeA6r57Vte+qXtKWa+76RWA2a21lxv3aTWes4htqs5eh0aDF1wFdY0pLYRyFISlzW04KQ7BzPD7OnM7GLPIh7cLZReHyaHFyyZttWrzkLAQo4liKTwMa3qxYDb9/X3s23uCiy+81gt6bDxBHSAerPlVfO8mBjGk8MqbRRcjDtn7EQeOGeokB8iG1+Um3Q1UiBYzm7NaiifaL6xq1/ccAvTZ3jCnxY45rE5zuj2DnLDfwSfe/76Dsbu/ZfcbGpc3x7bn2PdMDg/bT9pkACoEm6r/taS0729ePqjOU114ah9vvlNKPO+l/qocI4TjxT/7df4d/+Jd/QQzBhH5LIRQLluco3BxemQ0Opu8TQ4CQvEw9fd4uN8krxRZCtfKf+fxIBGJKjNNIRtGSWeeZ6TAaC3HNlvDDTYUo6omGYYqIjNSYuawnYiykWomhsrCS64W6XiyQ0kq9LFwuSg0zw22C9NKEknPlpGfG42T71RCRIaFJqGXh9Hj2fdZKjcaopDUjKsRx4kMWLrPR/4MKKQg3x4m1Zpb5RM6FXDO3z+4Yh0TOCzcvX1CDkt9CIXFZt+G6nAvz7HBoIzLMMA0DKQ0EiYSgpJuJYTwA8Mu/+A15nnn8+MCHd+9Zy0peLggYA28usEI+g8i3/OaXf8E03nNze8/d3Utub56BRubzzF/81V/x/be/J5eFYQr86h/8DLjw5vX3rEU53kMalOEg3N3ccHu4Yc6Vm5tb7p89Y0oTp3Km1Mqb9yfGdCAOhTCOpjlCYLx5xnT7ApkSH777wHJeoArz2bptIieGEYoGNJjduVwuaEyUECkpozrYigyKToGLKCqFu3WwvURNV01LgeJ7Y0ogMB0mnk8v+fDtCVW4vb9HdGVZCm/ffuRmHEgS0He/p46Rl6+ecXuceP/2Hd998y2lrETg9O4tjx9PnE8XxhGGQZnGxJQirIsxIETIi3XyW89nDoeRZT5TinqZt7hIu3BZF8ZBGKcDYRzRmNDLwjgOLLJu/uOf+RF9z91kCJq5Dn1Pgi0+fxrz7DyS7tf82CE9WN/85s0naAFvY69tAI66kP/m1ApSMFBJ6AmS/kfxrp3tyv/7O1qXt5Zc3/R33fNTk3SxjlhXN28Jst1rQvXqOv3x62zgne/bNUTj4Yixi6zWIiB17e9v/mbrYh5j4DAdGafBEjyuSVxL3WEMrTzOuudKENI4bPu2qvtHG7toGEZC3di+7Q4q2p91i5mGcSAOE8qIpAMxuvC4CCFF9yuc2+z+gqjQO8N+Zh+/SmY9GcKnTY1+6rFn8vRT93/L1X+b/3Id8Pp4NRZZUGjsd5pv0+I8/Dz+PD2pHQTDJtgBRQ3keXJL1xVQDde4fs8VqCfNx3UgqYIWJUZPBlW1OfcTx+7voHnUavyaCLOaQJ62QcXRaw+C6paJ1BY07RC96u0BN00Gv30XMLbAv/byqpwNPDJwxQxGpZrgXtiVsLUB7A7uzgA2nR0PEkI0psJWO7mfpNrfV2WrR7S6f580uwdRtVKyPYhG/986o4kv1nZt0kEiQRzlx6/B/6tQKNa5orWoFF9QwQTTxOmD+wm9XVObcD+21UkvqWrOePHSufZiG5Xela65+ko/d91NNJEGwrnQuD//sDtnA+lsAZW2lnz+OOMrRmvjGCMqpnEkXvdbazPM/QJtjjmYJkEQNRplQF3I0rKm6jo2wtZhTIuyf/rNqO2ZXu1npE/mvqDb2F1lK/rf0tl1V0fb2ESQpmuk23X08XSNrS5o59fQrzFGY9u4SLah2m2bF1snLqwqjWGUBhc4jojETt9tZSyCZ1n6M2rW/Go3/My//u0dts48OPY5JyJePrSBt9WFVqulAVCaToOVnZqesM/nvszbPLMuekpEtAlmV9f92GxIZ2V6AGQAenYbsRMd9+ffyoti05ra35e42lgHvjcHbp/B2uZfA2EjKq4pwwbUW1cbv/eqmK/TAEofC3fighaiWBtsUWcjBfX9MBgoJSt5nU1gvBhTFIEYXaixmt2O4iWlft3FnZGegvD5F5J3d8mVZV05zyvzqVCycnNoz9rKzoKYSLbpHRm7tT8z2cAgoHdca2BRsgpNWhfVdt6A6Rctq2kirWAvNvPXzunXLtXApRANpCorJCf0hLESZgtu6mBOn3VDNPapZXtacqTNM5sDpe0NMdoNevCjYmBbm2Pq2hRRoicpwmab9ntBdSMbQk/WiD/sraXuzgr63tn3q1ZOvCFBP7YSuSrKFsye+8c2R8aexyfySW29+Zw20LedN1iH7+bM4VoWvQlC7c/SvmMro/yzOQxZJQ2Jm+OBm5sjw5BIQThIZErRmL85I4OBwlYirVCzV5L4QgD/744l1vav9kOwtRqqUsRsWAjBAuoKaRqoazFJgtY/QPy5BdtfhnAkjEq9zNTLBYrNgYp5p+a/rQwxklJAh4iulVUVKRmWhXG6QQVKEJKX39umXq01esmoWs1pikIYxFguVREZoQopTMQ0stRKFlgPkUe9kCmwPFIuj+S8kobEvK68f/8R0ogMB7IGVg1X86d2Zf5tuOJgPtK6rhyPIy9f3fPqiy+5vbvh8uEj9/d3rMtMUeVymRmPB7QWzu9PrFl9vdkavqyP/O533/LqC+Ew3TMM0TpkZmFZV47HIxIjwzRy9+yeGI+ILByOkXcf3gIz9zfP+NkXv+QXX35FRXiRJp7f3lPmlcfTynJeGEKgDJGcK0gkF0sCrLki4xGGIzUI5xXm00JZMimNHG/uWArcpok0joQ4QDQAKbvcQZaABDWygIrj084iyersBds7VJQ1Zrd3MzFM1BoppXI4HLm7u+e8ntAC63Khrisclef3d6ZdFYUhRIIWLlNiSAEpgVpXq3zwkvEhwM++esnddDDASpXlcqKWyjKvfLws5JpZLxc0Dd3upRRRLQRVYggcp4lKYCmVeblwOZ9J3pF5a7Tx532Exh4BmkFu4Q20+MnWcWlJiRbTePOFp6yJP3TsR23fcnwL1j1uyRvb3uIjvybV7pu2iOcKOGpfotjcCxYztHvpe/1uG+vn/jvdxT6uar5Zyz7Rf7/59G3PCj3GNQmIBkKoN6RoF9cqWOg+wacM4V2cliIWomqPnas3aIoxME6D+0WBKGINpBouY8GTxzoOfOmWgG4gQ/cpsPNsmlMmmSJtZNzniLHF+868CpFpSmgYuvSFYABl3cdJrcy+nRCfAz/xGelu3mzPpj053TSVmm/0o8Dd9hjbp+3eNyKB9jfK5hqp+2GqqKXi7V3VXe/9F0iLWDavSV0fWvW6DK6Fndeg6/aZuuvY2+ZRW6+qQhXZALW6O69fSwiCRq/KeNql5keOnw4eNTFNtqC5x1UNFOiCuz48Gp3508rJcIfCK0K9e8y+lrbR5E0Au1Dyatm3XFpMfA1eKIRYiXhNqG4gynYhdGAjbJbREDdtQaMDEC0gayF7m2Tt2sRqPGn+zf53tRKDMWiql8k0w5ZbSVsbT5Xu/Hfa5+79TVunB6+7SVObHlLVzRC6I+0QC9UFlpW2kNptf34VWoxgVMXQwRJnX3SKYr94tC+OLQLo5VE7ZHX/nQ1Z7o97PyDtffH6910vys/ZugtdfVQV1Qykfs5ux52Foq3Lh9d/ti4BXUfoydHFwxuwsl0kbSVLleuXW8Dm142XC4an4FG7eNkBeDsr1937vlHvP7Qbq+Ai1h0A8oDLn0WMCVpXHi8FlJBMxFssgBUPKjfNpMBmga6dg/ayfnI1/5aPXupnRzOyEJzd4IFAtaCgsQTbmgs+h7VtDNC7hGvbQdoeEZplcKZDbU5ypAMwvoZiCBbw14211ed86wzngHvwuaK6e1+7j1Z1ybW9aa82e9jsSIyRLdOgXg5sNiWGYh2Sm2i8Wqaq23S/N6GaYkAtBm6ErWtcFAihACvrulqnR79UiYEQlVwqpazm0ITGZMreyc5LcUrb8NzJcEAlryvLsrIsmWVVSvaN19lEKVgpWhoMmM5oB39iT5Fuh4i/LgYcjSMM43Y+2IAlVS99i91/6N3AqsW6rNkzRA2rCVYOV/y1ECHO1nGtAmkcoSolF2ooxJA8wWC6Bdau0cagqKKlMNgUcSZh8Dp1T8goBAdLWuLERBX9vT5/t2yV9HHYs4sI9P28K5l3wNXGtjorz1g9nwHCfS7bP90Tt7pot/fBzIvvt+Jg/Oco4d3S7b7Clp45QbExPhtIr20v3LtB7Rn+NOr1n9qhOXM5n1lzZkiDdUAUOERhGiLjkMxuiDnotjVXqCshjfTgBtgiJDbDrRmq6aRpKaRo5Q+luI6Ca+NVp+mFIMQhQWhNTwxkCb2r50SMJmw/TCN5XV3Itfmoligsa2aIE8cpEQisOpFDQMvMSLHy6cNkbCORfn2lWkZfMbGxULGEkgiB2IoEEBkIKVCLMpfKwxA4nVbL/Gah5sqyZqII54cH3rx5zRCUx9OFDw8nLpeZbcV/5vCxQWGdV4YhM44jr169oqoyxwvnJTO3zlzAdDgwjSOXhwtrLuSdW5rXzL/617/n4bFQs1BrYJ5NgPfxfKJk68Im0TR3xglEMhJXCAulDNxPz7id7jikxHR3y+3xjsOQWE5n7yRWGOLAcJh4/HhCgWVdKWr6fHE4UCTw8P/l7k+XbEmSPD/sp2bm7uecWO7Nm7V0VXf1zKAHA4AghQKCgkfgq/BtyHcgn4NfKPxACAQkhCIkKCCWmZ7u6q4l8y4Rcc5xdzNTflA1cz9xb1ZlNbqnKserIm/EWXyxRU31b3/96/OFdbGUmlKV83Xh49OZx+HEfRqIYzIRqBCNpYkYiO1bL8HF7G1j1bcKi5XK7On/AUi+7njKbHHw53QYyfpIfVayBnKooDO5KGuunKaBlBK6ZmotpCHw5s0D509PrOtMRJimRF0jrIG3j/cMYpWkcq7M1yt5tpTq8zyTUiAvC5HounACVcnLgkpkSCNFlXVeOV9nni4XzvNC3qK5fy+OHuO49ZT+szFAzKq7TAgtvc2+v2kxtjQw2UfbN8drn9GacufHt3WpstsUoAfY6LY+tHvrAXU7l3gs0lFui+n6OWjr334N01d/f/m4ARn2Jrbd9GfjYici3XdLzNOp7q80plQPisTiQglxB3S1TeGdH67N57Olt6Uv12pagsXZqpVKlEYysLkY2iZSwPyFtrGE29MqGzBSW5zn9+jxTgjSK8S29tMeH+5GkgQkmOxFrSaVsUmLaJcKaYBMH0PQAazX6YW/t59aTLwNn93Ya0CkdPzgO4OZ1sbtHNqG9xfG943bsovXHFxv8jDoPmWxPdeuvaG39z49bT9TX4/cloXQwCbp7bmNpw0Ea3PAn0qks+bB/DStTpb5Hsf3B49omi4+8AldX8gaZXMMActJJ4Aku/Ngnyu5IsEc5ibWJn1yW7nmWislZ/K62k+2QCcNRkU3ijrd+Kj735bWc9MT3sRNTFp2Tq01fFRlrYYehbbQ7XZw28mMvWKi29VTUHrH1ep07r1hkg3kovbqMp3RUqE0doC21IPdgKLdiw3iFOMNoBH8/htQY7vY6rFmRapsC8HvmX3tMzGmjlB3QELbPdj54z548HYOrsPTQR/Zhnxrl7ZAbIuH9Yvlh+o2btzZ1GwBfp/AQbaJ1Sero/W12KBP4WYHugf+nrJU0Y22Kc6I8s/fTEqFTRCwLztbe/l4rYHdffsnOpDowFAUd6X9+XcLGbtJTgM59leS0MXR23DU/cUk0lV9d58TZzbEYaSJnBqjywAlCRENXgqrgWMOiG7oUGMi6WZ8dmMT5XvvBvy7OOz22iJstqZJqJdSDGitBhaIuiaGCCIOriWhjqEb+A7MNiF4oqcAlS1VdB/IloIkW8ijz9M2XmOKPe1jW6w2EWxxoe4OHDcgCPYN/9kTb0H0bn4m210yT93mcnV9pwJW9RFhn/PcnJsGPDfvSFW9kpHdL4CQCaxW4TK4IKWv1hICIdlOR8kL63LlNB1AK+tyJc8z67pAB49Wm5sYqysDZbXKHLlY6t04BmpSPn1U8mzAz2EyEEiBXBVJn4NGEjYSWTDs1FhHg51jmtzl87kffQqoOiupmqB2rgYMaTXR7csZcrHvp3DTND4OMAd4hXWGKplxypQ1o3Uhi7G2xC8mVTs2rVj10rJmJCXyOFkqtI9JY6HZuEjrSkgJie6kqXgqY7B015au1raSgyBNqRu6w+jQKVLaus5GlTerThFuUrz3Dp2B+gHZaQD2tOJm+53R0ioupeQVQb/gh+0FtHc1OVyk09aDlopX3QeoOydUfcvyuyrR/ckfCvMyczmfWZaFWg+gyQCfbEVLpsPkDB3c3/Hdry8EMGg1dCVEzxOdLWXN009tXWljzAApamS9zqzzYuB2ipaCC2gV5mXtIBM1UUlUScgwkMVGjQZBHeHVEDifP3FQ5XA6cjwdOMiRzMhcK0kzSSLxNFFUWAWyg6ghGAOb2tYhE/SXwcbtumZEXPsjGHCtubLmhXVZ0DwTEIpMXPJMXa6s52cuL594WhY+fnjPt9/8lpfnp1um0eujQp4rMY7UUrm+XHmeznz89MQ8L2ipfPr1b7m8vJDnK6qFu3Hk/nTk5eN71g8XlqXeCN3/67/5Le+/eeKbbz7xo69/y9dffc3D4yPH0z3f/OZb1rwyLwtpHLl7OJDzladfXhimE189fE2chevzE++D8J/+xc+NFbpeKXOhLKaXpbUwjgcOYyIvV5aSUYE0mpZkzpW///U3yHLlzf2JMI6sVfh0vvLmZweG+zsT65eEEshAHLzYTYie3u4eZA1EdSaBs35Emm+uDDGatCBwXU0Q/jAlQhbyeIBj4BoWljRS9UzQwof3LzyMkTGMnLOxXFNKvH37hvV65dPLmdM4MgwJnQakZCZPdyuXQPaqgoIypsDdYSAG22RMwaut1coyLyylQhoY70fWZeXl/MLTy5lP5zPPi5qe3fqlwfHDPOqumEwL4JuNj9GZeC3QhB472b9qPoxADFsY2cPOFm3jvlnzVXYxQPtc1xztcdvufffnOi87bIzY7ku3qBlfA0SRMPSTNWislY+X/X19bx92H1BvC5P4FfaiGK+PHkr6H/sNGHkdT6mNQcWzUzyuCkEcu9GGGmzrKwYuGStyoeTFyB4Agc4QCqhvtO42+MXjsACihcaP6SLLvb/Z+SkbcNG0f6sDYzGE7pMQEjGZjtG6KGFsvid9adr7vVujNK+E1slf9BV+96G7c21HqRV24EjDO5sswO0Z9gDOzZDebqcBoB0I3GWy7LvW51jAxnttcj3evh2QLT6iduO5na++jiH6LezuVLaq6VWK6xi+0kvq8xgj7/iuqW0WfgfZ4QvHHwAeGQjSd+ulVWmSmxvvsIGAioEt+I5GD+yrUqUSQrkBRFSV6+XqDkKlVtvRDq4Lk2cTbg4SSCkgKfZrh2CVt3AnujVUO39wweV2f69avz9XNweqnua0sa38KfvXmvut0lgEr8qy3wAvW/nJZu9ug51NoNvvnCGOdm8KwzBYKlcwA6iqlNUMRM7ZKPq757D0rd896/ZmXEQYxqYTIX2+qirLvPjgqya0LKHrx7Q2boakmnvR9ZMayLVfNDbkXAkJuoDdLojSWmhZuaIWlDVmSK/+4H3X0OSGhncEXDFgyTWQ2m58ra6K5UZsI11Cs2wdPCNYQCKvex5CCjfWpLd0rYRgwTTBDRbc9H0b8zEZYJfzLs/GrVRMaWP0CdQq1N11rI1dz8ZT/hBhSCaWnYZDB0zVgYrq2ijS+qCBj+oivrQgjA2ccAPeU16QvpLo3jL/kY7OsBMLWkCMNu8gL2CLphqg0HOyQyA1UeG4292pxZgO0io3Yraoll49qkW2ElvqrY8J2Spc4bRVZQuKGyupM9o8VXSzgbBbWS3VbbeYCs2Nadpem11qzEoDgRtb0Gyvac8p4+H1YmPtpdpItT73tFhlugqIicIDrsOlDjVFNEUke2qbAnNGUIayIiKMWBXOknMH26tuIL2oEqiMY+b6UlnXmXXNhBi4exiZ4oBU5fr8RA0w7cCjWkAaK0gN1CnZmm8Y3A8LFnuDVUMbBkijvd7YERKNyRSjnScmS0FbV1g8ja07Av5vY0NJdHzN52VRqJNdW1eoEfS6ksdMGpQSIyUNhBi8yIClA4pEn5t74X0cGGgAZiBJJFO6HhW+rmht616xwhUt9Qdfo2rtzp8EK+/ekiiTRogGqG/YsF2zYA8ZmwdsnpaJ9WNVt3zE9qNtRthOJw7o3IJXJiCqN39/drgN2qdn2r+Ngbo5RWE3B9s4+2EeyrpkzpeLC/lW1nXl0/mFa7rw8vLCL45HJAV0dYc3YGCka2B4wznbUkFcFR5s4gwRKZVUEvPHD6aVlFdLp2gbhFGZrxfzS4aB6AUWiIE0jSZOC6wEKpGqkaLCpSiI6WwMUh1Qh6f5zJwXWEcOMXgBgUjQiJXmhpfzM9clw3RAjidUsrHX3YcQ9wsL1Z4fJZeVEAppCkzDRA2wsrAuF9b5Ql4WxiEwpMTDwz2hHrnEwvzyxIf5TM0zQmEYI3PktoxhO3xODMeRy/WKhIH7xzviMPJv/+aXNu+XlbwuBrp5WcdaFkISvv7JTyn178ifLpTl9tQfLzMf/+Zv+Ou//SWPxzv+4i9/wX/2v/7f8vHje3cwC9PpjrfvvkZZ+e/+u/83492Jt+9+yrEGyvOVPK/82//xX/P127dEhLxkK8KAoLEwcI8MSk7Gmk/jSBomnufFUuTGidPbN5xOJ7Iq75+euSwz53Wlxki8e4AQzcYUoZAAIUlyHVNLGa+rrR2HUGgOVlvOzK9QSz8VZRoHYq0mhu9pYimMDGPm41Pg6SWxFiu4Ez4+kUUY3k6kk1VsvOqZT5+emC8X3tydOE0TQStlnqF5OQmGFKhTZCIwThNjNXbrZV4I2TY1lnVlXq3YRToIl+cnVrVgewxCVGV51W//Phwb4zj0dU08yN0AIvpaHXtmiS12oVVg3B0tCN+DC6huGSmvYoH+Gpt/vd9cDSG4z7Z9vL/fUIy+meF+kksA7OEdQYjJNgr3AE/fcPwS9v7lRtutq9vGm8UXG9to94VXJ667tU5vPrYP8K0Zd4WO1FdrLaZ3qJWIAfSqwnK5cLk+UcpizyswpOgbYYUQE9piDzbQSaKnNRW1qsMkmpK2KlvmhAX0iIgxqPF6M/54VdXA5GjM2AbqlVLIeWFZYGIgjiMxTEiYUBlQtyFI8pjC26S50OKN8SVy1xeOrtO18xsaAAlNZkq/+J1+9PinbZxuY27rfv+veuEvbPOluUni/rvq7Y338aY3l+v39znKwIZwwc0Gh488bkZT8+HEUs+bZMMN9ik+J8T6Xnc6WLWWXrjs9x3fGzxqzJk2zduUUOigSXDNlI3CFlAtFggH+1bxGLlUC2qE0g1WmyTkilRbANDGFjARzOYohrBNrDbJYnK6Xymm5SFs1aUkbOKePhiakQw486fDf9jOet2CMwvKbAu7Pa96lRnxfHkbEyYC3lgZjRHQPiDtnth0cgRxZpF0hlMLsGJKxBC2ak00cMWeo2bb6raqYS2ok23gd3OxGfmWy7yfQ6pKXgtxiNs1HEDbnPZowUIMfWdCXWeIFqc3I7hjQtGCZd0oedX1h5KLqKuC5tpnjQo3hKTGIqod4S0d4GkMrLVpGuluIRKMmon2TXjBQQS2nZbeDr2RPA91l4a5T2uC9n1PAWsgI9tC2Raqpj9jY84W6rY7vy9V+hp9t3/9/Fh1vS1vVohp9M95ylmQvqMwpgMxjg6m7BdkYNvH6Q+sWNpNjx/7rXwhqGP3uS++++/2aLtn29/+mmpnnxjq5gALNgdSbGBspEYoYask+eoCqJeYjiG6TbDKQ9ULWgexiodBgtuN2kEiI3LctqOCa3gYYFursW9CDAQxmv71egU8p3z3/XY+s/EOYonZ4RCsMluIkapWCQM2bS6rzuhQVHMQ2Y2RFncWMFHn4s/hwLJWqms44aL84rQfwSqgaKnEECgiTMejs/sK8+WFqZgWwbIslDybzppWaglMx4myZkKohBAZh4FxGFGt/PzPD/z6768Moz3xPMMywyAGCDVWUEpWJW1dDABS9R3mwX92ekeeTdb9E8FT4iJogZztpxaTFVM1u5HYjX3vlvlqRf6Y6SBNqpAKzGEhhDPcHdH6AqrEGH1H0PqMmOzcZvQZxk3ovNmzKoqQLaUN21HUnGl51yHYOY0Yt/Wz+trTSp6bXQo7p2hzP8w56t4xbSNCFUt7beLratevJbN4SeGIMqHIKkiycbPpDtkcAkygNrSUq8+n2wYubo4gwB48Cm73aoNSO3jUShd/eRf4T/1QhedPLyyedqSqpBg4xcnXUeXv/vaXhCkRx4E4DqTDgel44PSjH2/ebQP6mmPSTr6aPgwoopXD/Z2lGOXsZQer+RS+4aESiWlgGEei74gv15mqynQcKPkO1YEa4DqDxAlkYVlWqJkhCV+9ueft47/i+elb5rWiIVhRExULgGpBYmF9fmLJhTxfqZcLjBPD4QRjsDkcTUOu5My8mAL4MldCXUgH22CrErjkwikN5EukrOYjVUzXZhoD5ToQojPYq5JiZEwj43EymzRzOy799/W8EOPA6fGO4+lIiJHnj5+4vJz58z//GbWMrIeBui6Qs4G4VK7zmTgEfvzV1wxyRykFRfnVb37J6XCgYppxpV55evqWb779FZ/O7wkhGZugrAzTxMPjiZ/82S948+aBX/zlX/Dzt284KPz217/m//Ff/ld8+7d/z+k0MaWRaRiZhgFNA4hwfZktlW46MogSNHM/jnxYrhzHgRQm0mDVt8Zx4tuXM7/+7Tfc/fgnfH13x+HujlyE5w8XYDXtQBVSCSR17b62mTG4H+oVs6z5LDCp6iD1MNjmV4wEFUZgjpW5FMZx4FQPXC5X5lKJaeTxzSNaC4mAjPDty7f82SlTDpmvf5YIFJ4E8vXS7URMkWGsSDUfc3SAqtZMLivXy4VlWUxSQgJpPDAEeHp5Ya3K6inUWmHEK2n+e3RsaWcN7mfzC7r/af8xBunGqN5Osq0X+/ean99ef31dhe6rbq5mY0TU7s/G/Xdfbwi0RbvFcP6yh/LbfXnAbn72xrb+zOfG19T2TY9Jwy7TZDvnDhD4LNbWXp1t85FfR/CvHkt3hAW0FwrqH9CC+kYNwdZiC14qy/OZ5XphDLYWqBSyXghB0ZI5HqfNWVEz96Kul9puDW9zCa43VGgkkS0tcbcJ7tp6Vb3Yhj+rOLkhppEYJyBS1fpjnmcGGSAqcVeptqf1tRbTitCyIgR9BejfgEKvjxZ7uQTLZ0eMtsv4e3wDkU2jcd9Pe59iz/xvPvZNHNKkftrnWnzfWOGEjWHUrmtO1wYiye2c/CKzrYG9Pn5yze1kJtPhGqf9s7uHrLkgvZTgl+frdx3fHzzyUuSNgdJQTNR2UNMw9Igy9HJ7pjVTS7ZJURW09t3/biwUT/0yYChNccupbA1SKjmvjOPUBRUVc4xCcH0RlVsDo5ueUJVGDbPeaEGdvXRbX74xhW6MZANB7Mm6Y9b+h3iurlZqaBwO7Uaht2NV1tWYPCY7Y6Wvbc4YYNWuHSdjRRhwZeCBaYJk6prd+DmYJmKVgeqe6dRusyJaGOLovmQzmhvi31hRWmzht77dAKbo6S6dPdUCUtfIMIOzA5zwND8CEr3Mb89DaOwLD4pqoz+27rHnIrapsgedvDt8cbHAuxIkunj3bhfDx8Z+YsYQCAmPkH2noI1Dv4Yxpfo2/dbvsh8mviviaWFtZ/TWuNjjBiaU3NM6W6DT2Se0lJlbw2CBeXIR+m2ha4yoEEf/urNdWrqIWH5xSAY8teXORy7qO4XqP2AsNal4jviGIu0R934WX/Q/E7z9Ix06r2QpXiEioK8W6c5O0Da26NX7bhyIFmzdftsFBu0caYjGyHHtD9Edy0Gtat+WLkQHC9mxJKov1lWVAQd9vOKasKWthRCZhskCpp1dEJG+sO1TZaMD5e1z2sS8BSRZRb2q2p2h7fsGSRooa26YzQsD8CVGS1cVoPiYkZ3+jAQaY6FIA7cGYqws14VSVnIpHA4H6jKzLJmczXlfF0uNebw/kcLA/eMj2QWErO0iaGUcFobhamksGa4XmC8wBZjeGhvJcTIjXNQe//bMTutN+5kme789FmpaRjnb3+MI52UDjPIKebZzOKnSxpMvBfPZGEjSGEwV4gxpskcYotn8mKySmkhkmMzuL/NMGAppmEjTQCQSU2KYZOvTZnMb2zMNpg1onqADohsorB3NvwUe29HBmfZvd/o3r7fN/RACRZsgfRszvqkgzjwFF1evfRNGVRmSbOuCs8+in6eKu9M+FvdsoZIDWl/ddwPCG1tLC6I2Nhtg3M8g9Lb6oR3LspggtAakBrKOnEcrdHCsL3Tmo2+ajCFwGEZ0vlAU16qwc4mY5nobF8s8mxaZKFGCjcE1U8pKWVdqzqDKcDxS1pVSTKuM1dMiY2A8HMi5cNFgDDsZYDpxePs15eWApoSOAywjrM+syxPz+Rkd7pjGiaoTxDtqHZmvlTFF8uPIYw3ch4GntfKyOoClmVATKSbGYUCrUHbiQSkai66USs0LS7Gd8buHibreUdbFfzK6FkKEnFe354U0RI53R1QXRFaWOXLmQln0i7He9XLmJ3/xI/7sz99yOp1ArsQf33E+r5xOR746veEwJKQaWP7+m9/w8PaRr9694eH4Y47jVyzzlVJW3n51YhijgSq1QIDpMLKUCz/7xZ9xOS/GyjkeGQ5H5lV5fPtjTvd35HpgLYn7w8jXP/05f/Wv/kMuH5/Iy0LOC3WZqePE4+MbBjJVCstaWNeF5RkIienxDWG5EpYFtPLh4xMFmEvlm2+/4dNaGB4fqNOBd2kkjRMMAakRdU1N8YrJEtQZ4pXK5SYWtD2HagGp+8jDMCAxsebCklfm6htk0n4CxyT8h+Ujd2/eokEYRwN+lmXmeDzyV//hX1G08Pz0LeeXT9Ry4Hh8R6yFh4cDulz59rffUhZbC6sWpBYizprShSSBYUykaYAwkNUYR3meuVwz59ns6N3Iv3fso15Ftvvc7CN6/2Vn87+0AbYDiG6D6S8cHpDsQQNLZ44dwOrZLdJiKNAdE6ZtFLcYzoCjzX93J+U7n7nfm8ePKreasN/xrX49aeMasODWYSqXMrD0PGMLN2bSBo78/uOzDJe2k7eLIxsYJoqlMmvxlN0mN5JI5WgxoibKMhAnux8rkOLArpjfb5tAF2q9GHGhZGv/tEmlWKxrcXcIeCYI9BrDauzpECLR5TGCBKcyGLicQiClSPSU9lqrEb7U4j/ZAkofJ77OEV830+dHG5/7hY/W7O7XN1HLf+CmUpsn+xe09mj5i0dnQLU29N3/m+wOtbhrD1Xt09XsPFs12T7n/L9GtPgcVmpYAELf8Hv97KUWQq+k3WKB79c+fwDzaKdpsAu4bg2FWZ8t0DcgohO3xMKSxhrCP1Nrq14EKaYu2NxZAyiSDd0cBmPgVBd83QfVxXUyFHb3Z99vQU4zTA18QAQpW/cbiNXuRzdDZiugPV+1z3V6fEcr2mCoe511B0O3YZeGrdmbA97V1UVppcPLkhkOg5XAngvDMJBSJKXEvFrVjxg8RUxcz0e229mboc8DiD702AcRPahog7FNmE3I6PbkCMWNsEbx5xUkwJAGWlUryg5Y2RnI6npR2vl1xmQI7R52aLyCI6iNRdQqs9ikvEFxffJZFYL27C7O3lIptSHpGzOqTeoa/TvOpnvVbN5y+52T3T6HawDYMqJuCMO2ADVb0sCbfqlbpNt2/b1aWhckaRNckJA2TSQJdq+NaRcGJFj6kor0Jm+sm/Z66/f9WNF27V1Cn+yeux1fEhr/YxyBACroWglNFBAAcQBTtoDWGUgW3e/be3NOtkfVrW/YTfNg80Gc+WAAUvF54q23c248BHcHtlXDaJRxccYJDhR/vkCxA1r3trdXrwKzpQ5+1VpdU8acs5QSMUXW7CWTNHTHZnv2FpAJVlbbQImuiYMH4+Jlm0ulrIrly1cXTfVUOXzcS+B6vbKuM1qzFwXccrJNL6PpajX2jIGi1mLebxrQYeLxa6uguC6ZkFZUlOVqTd5Sz4rpAVtRBmdnBswnaUCR4kCTd1cjmym+ceX7IIMaGy87EKXV0978OqUaiHW9GqGjpb6VAix2zRRhjJbiKmp2sK6Z+XrxlDkrOxAEJFiOjwGbGJXYxWVrA7ldXyIEq3iixWwvwVws0xyIrfVa737ZQe5jTXd23se9W4A2lTawu/0dMPZnJHbLZ+B+H/s0Kwnb5f1OVH3TZ5tdvchD35S5vede1dDvJRAYYqS2DRWtoG3DRfnSI/9JHyKEw8S/+Bf/jF/84s/56qs3TIcjYbCUsfF44OH+K8IQKJjwvaSETBNyGFkvVxMy1t35JCIU28EXIQ2JODTBVMjLjK4rpRjAUrNt9I2YntC8rJRqc3mcDtw/3JNLJtcC4QTJ0ldUA3VcicUcUgPSCxIyIRar3ogQZKTkkRgPiBwZx0ApAsEYSGuFwzgSDwdWYHHbOA2B0LSNounvIBPxOFLCiUUTulZKxSQRVIkBjoeRmcy6FPJ8QcWYVcMQOI4j6f6OfBhIwXTw3i8frCpcKTeaW4BNsKIsl5nleuV4PJBSJMSRP//FIy+fnghBOd2deDge+fa337BezwxJOAyJKU4MYeT09sjd3cQwCcdTQoKy5oVlvVJr5d27N/zFX/w51/PKPGe0BlKaGMcDj/cPDNNEzDPXc+ZFBo7TkZ/9/C/4DX/P+9/8hrwU23mvyjkIdZ49aHTWvJj//PG3v2ZdLdCe3jwyKFxzJi8LX//4p4wPDxzv7im1Mq8LMoxWQS4DqxJVkAyUalod2dLMapgtyEyp+2fBQRlrRkEcSJaqUAoJRdLIcRgIiIGheeThZebp4yeW1TSZxjExHI6chgcUs6Mvn771NTQQxsRhmBhH5ePHZz59+ECKcLwbGQ4VZWFZFoYU7VyDserG6cD1ujBfr85ygxC0bxSMA1wyzPV2SPyQj+QyHnvXrm+Cxi3Y7Bke7XPNVWiB+M53/uKx94Nkx9nRvnVJY1yIbhuljT0kVbz6YbtbB0r8fJ9f9abm5z48+/Jrvtn3Gej1+otfAMWka87p7ofP/23nktvTWhN+GWQywoWB6OYf+JqqCrlQ1Cr5ouqAjWeEoFCD7Zph5I6QvbKyKiKl+6ZapfeP3ab0TZrgFZo70LaL+WjxgQQCtqk6TCPDOHX/ocV2tnyYEH1KAyHGLpfRtLO2WHOLXntzfJ91vG383gQyuhunIF9gI3+JxdSyFr7v0cavuv+D0kExKkiULd4TI0Z0jBG2YfPKR+qx+PYI9lgOcmj7ourt7ToKrDXTZ25P45HeXoo6luKRaIt/vmsevzq+v+aR313wEt/7Ru+U8cZIaJRnPp9KllJhAa/69nDr0iCmpVBzE9trgVIgJRtQIgY+bYgnDgS0yefGJISOxm2BXH8YbkhK7j+rg0bGgrGc8SDSjWcDotDXnbm1U0fgHSVsA0Cwydic9HZP7RZKKTtjKG5k7BlNOR9HdZ3VhbqIqW5B0Kv0OPvPFgg04PKWetqcfP837N7bdWBs7Jc2aHfAA/sztfzYYGizippz0aetti6w+27g0c5wNsphu+etog4bYNdsnufhtupm/U7aBWQH3CA34zHs2sHi2i0Yj2BstRh3A4Rd/zXQZje5HQzoecq+K2L3dmuMtqXGz8U+ONsWxNAC7D7xBaXpeKWb9zcQCQ9AYweT9g/eP/vakO7+2x5qo/+2say7z39fy/5Pe+zL3At41Zcetm6GuOkhyTavu0H18af44iybwRXEVoOy6ba1kWK5ztx4lNaXG2OtG3y2eap+nlIsbVdruGV9+aE7gDOEDYDcp5OaPZPuhNDuaWdH9gD95gjsFtdOsd3SCyyubztP7UE2m1qKpdpRjRnTF6CWPgoO8Cbf0Vqd1hy9zHiiJqvsVmulBt3Gb58H7kDGxHQYCGo6OqUU5rmQV3i+mrOfe6PZI5XeT96sYWvenLeNqF7YRbYsVa2evuaZtC7d0MdS8HOss6XQuckjuS6xVmwD1L9zGCcTksQcKaQxxAr4blwTgB58F1E9pbXvpKogYizLosVz1BvF326s0901dBDGKg6+nqm387xbx51Nb2uI+Pjb0hu29avZTBsbbUfz9vxNek/bhpG398b8VW+n5gDalpNjCh0M7iZdGgs2kNJAXtf+fgOVDDj/49umP+gw42DpmuPQ+7JV0AsihOlAGoVaMiHAMA4MxwMyTQSn41dtdHUoCIM2Cr/0tlY1zTx1zT2qEFIyvbNSILvYsfj2X4W8rlwuV6y0sDIXYx6JVlKFw+HO0nqDUmJFB2Cu6HWFdAAUrYFcC1VXxvHI8f6enJV0sLy3vGaSJOKYmNLIqspaMsv1yuSajEacVPOnwkCu4hXEiqUbhZX1Mrvm0ZX58sJ8eUbygkYlzxeGFDidjuhhROuKUBCtvP/4gZqVz/ZF2mBNUKgsy8r1MpOzcnccGVIAUVKKnE5HHh/fsFxXLi9PnA4Hhhioa2Bl5v70lq9+9I7xGDndJSRUrsuFl5cnzuczp9PI3d2BxrzMWUhhYBgm3n71E4ZhYnl+DyVzzrbz/PjVj8hrpebKdZjQkhEtpr+UK9ELQ5RSvRiVMI0Tp7sjT7kQpwMxRIJWJoE3MXH66h1vfvYzaky9gM3xdECGSBhB1oqSYVU0V3StJhmxrm3poYbN6wruAwVgnRdawq2EyDhEYopUEVKI5KGiOXGSRz49XbjmC+NaCEMixAF11szhBKe7O4IUlgRlDRyGwDQo3+aVEJRpSoxTQgKseaHqyuFk2k+5uJcdCjIK9exKmzEyHQRJlaVWihaOI5SZm6p5P+TDlpu6+f7N/24sBRfEbuuA+Qruy6tu60XzP/iyN9g9126P3QbtQIv+XQsithOpWBaACNorYNhrN3IAu/ihevGZFnPsGea+xN4E5l9sGOz525rTb7DHgFsqWwcnvvNE2721r++Xpj6WWuyG+Qa2FjoNwVPQa86uu1ndVzOvx/yp0PtOwrbtV6oB0L2fW5wUxJ0fj3UZqGQM9A99nW1tZtkyDXA0gUir6gwhJKtCTrv/psFohbFimgjTkZAmkAGIiKTd4GhtLFs7tzHlfaU3nXHTkTvwrZ2ujVfdffz7bXa/cue/89AdaNN7Wu0MVU0L0KpNeoqhVmP9g7O2fDnejyuRXeVtB512bdHvr3/ns+DDnr05vK2NXusfK7bOIw617tv6+x3fGzzCg9sQUkcjwQephA1Y2R1NCaPbiFcB1n5nsTmigu9cVac0yjb5g1dG6NpE4kaiaD/H9oMZHu3N4sCkG5TWc2z6ROLnbGLMHSSQ3R7uDRwqu7He2E1CYyj1+M07NMRtoNt1tGMSlsrABgSItyub2LalKTi0qXRNlZbm0qrA2Q77Dtho3uLvOJppq+7Z66uBGTp44W22NVj/TAM4OrOLtkBtxvNmiLiTu01yN/iOhotuO9F7I9EbTSqKq/urpZHsS1q2HQVbewSKMUU62Of3q72TZKcxomQPcreh7UFWG6sOPqhiWi/NeDU/3Xf/qws49bZoiDg2wXu1km4st38lpJ6e18ZcMIVUo4a6Zk6vcNS+685VZ07Jztb0frq1FPsUqK2vfMZ8waj8qQRnveoe0lmLHdzdDRdLwXLgrdubbZdKaHtW+4S+ZoztefNOTK6RJqxJQ8cHu91g68dt3Hr/t7atFe1jZ6OZ9mM3b6XpvIlQudVnujWv4qL69lctVhK+OV/777U0uliqBezFSikL2mhqNPHtnnpXrXKbgV07HTab0L1yioiQhoGYgglQzwaQh7SBniFGLL3YNdI8L3yzB+Jslk04PIS2y1aIES6LsYEkmGZRsOlx23yvhnZR0LKBQpudth8vFvTZT6nYbns1hpMXjKP5Bw3HFLxDnLF0nEZCiqYBFBNhGCBY0BujCU1WAa2V5M5CAYKLMnXgRm3M5JzJOaMSiK2amYQOOKhfuzthN+NqA7eleYb+8MKX5/TGmJTdePZ1u9mUymdiqH0WiY+X3Q6v3aJuvrjSq5cWhCJqTLV2wj5vvGCH+0eCC3P7ZG+A5Xc9y5/yoauLZc8za87WHm4XqqevSjZfIIVIipFhHCGNpJM6aKqUogZ2K9SabQ3SV6mvIq47I0QS7lGiJZPPVlFNU6AUdUF2uF5nm7/Rq09WY49UhCqRGBIiA4SEhgDByrxLSogWaoUlL57qtDAejTk6hkqUipQMEgjDRIwTQxx4uSrny5WIDbNSKiqBJLWPmVwzSw2sWqljZjlfWeeZ+fLC+ekjy+WFJAUSLJcXjlPi7v4IpZDXyHo8cn5+Jq+FvNQOHoUgTKeJN+/ecL5c0KQcH04o8Pxy5nJdePfjiVwqISWGcSINk/0+TYzTPce7e7QY6yUEZThGhunAzx7uubs7EIJynS98+vSRjx8+IqOxttayokAaRsbhAAROd2+ZxgNzjCzXM8t8Zb1k7r86cvf2HVqUy/GOui6s85mXb791/zFizEATRJUgHA9HxjFxGSfCdDBG02AsVTlMPHz9Y8bHR665MBerhKy1EiT4ho1SKGa3q6WsBq0uHwBaVrSYn9vkAfA+rKWSq8/vYWAcR1IUVBJRKmsxZkUYDxweHni+XlgrrNV1soqSgjAdDjy8ecM0RebLwHp5IUnldAxMhwOPb+46MLXkTFmUQCIehIHIslSWtZDJDKeJ8JKg2GbpEBViZp0X1tkLLoivHf/uTcM/+tGyQ8xmuv/TfeI9r775uc1faX4wu+DU+7zHHF8+Wlz2u1pw71aK+BriPn7buK5sa+IWj9mdt/TnSttEC33t2rOLbkOFPeN1d/0vtxydbVR111a7928a4VX889rvbu+29VgwoMPJASZJEaBaCvG6rKiaVo0Im+TBtlBiwJ/0ysAVY5TdSLcEQaVCcLFsTV6ApCAE8FT1tilpOp5G4Y7yaiwE6eMphthdXWOJDaRhQoYDxBHVCBp3G/NbzNh8He19t7XVF+MN5baTbubm7RjbhZG/9/hyZtXtuXpM2K+pu24WkweJWGXrm2exxvkMF1EX3O7x6e5+vnSPu6/upmCP44IYY71nt/T7tf4sxfCC7ieJ0l3v73F8b/BIJDrrqA2mDTgBXFDbNBqiB67Vq1w1oa3mBJVsgUxzBGPcdhJrKyvngYhN/OJBjiuBu1PZWkzxl4ZIbMARPlj0dtC0CjfWSW5wmv5JCK6f0ESm2uRQmsBoZwJ8oY2sPKLTPH0StLSibnx34EGFPvn6JPR7bQr3rXKcYEhhQQyYD+b4mci270DTR49/xp3yzgSwAKIZ4B70adNrAs1rzzm3+7e+LLV0UO0mZO2BjQfwbsRaBbbN8Gzm3f57O360zRr/TpU9s8I6M3j1Mt2VtW+DXxCCqrXPfgHrE7P9ul1D1eie7S7UgZaWO4yIpTb1fmufk01/wwWKmybOzXjw8wafC9CYcm2ySp9TDdDYWzcRQWLsOgCIsY6q2i5iSsPGLLr5riBYFYZt8G8MIppboLuUPMHTknpzb/28vyd2bfunEpyp9n5zb8MLRlTqapTfgNN2XYQxBq8s4dY7iDIG01arWC52dPZCG8dCs3Pb4mKAgesP9Qbz3RnZBMwbSLO3Ac2W7gNEex76Ncz0O9AnnoYiAkF7Cpx/eCem3uZIvVlMd0sXPdcazBsmGptGC43EZxXY2i6eP58XOrhKtUDDdzeKlwSlVktBaIGpXzyFiRRgma83563V2Eo1moizeH8a28F2yUUi1atF+ZKB46IgG3AkYg5+FNczcubQfpgq9NSqUl1OgD5F+vu1Ql5MW7HqNqzW2XyqgH/XfC+bVWLjrpkUAaI7GSkZEJ1ihBQJQ7SdKRUveR2cTVrIuRDi4o6aMVAQOjB6XRYDFlDiMBDTQIzJ05ddLL1UZ9/uXNc21YPTp1sAwP4BmqOxjUX177Rx2Nfn5ni43QeQGvq4e30YCKvd6bcxbzdVaZX4vJgGikror+Fj1kZqBqmIBNfXy6RQkc4a3lIff3iHGihxuZqeFdDstVZ1sWWoUnrbNZvOcEQwp645dqrw/PEJqYLUVtnRKhjpYpV57MM7B7PAcDyAwLSb83MuXC8z03QgDiNfnX5srl2uLC9nvvnl3xGXC1yeWS+fqPNHxrByGhIpGlNgrQURQ1RLXjm/fEJroF5m8lypq1JSpdaAFCUdDowhEg5HrtdLB1SsTOuKTJaKd70WljUbcyUaWGCi9IWyruRloUqBIizLyuk48Hh/x/nlmetlYRgj5/MLl0/XG+d5nEb+8q9+zn/+X/zn/Pf/07+2KocxsayFp+czuVTGw4EUrGJQGg4sufDx05llrTzcvyGOifUyczydOJ0ODIeRZV74+uHH3Kc3TMORGgv35YlT/paX8d9SC6xzRmTkdDpxOrzh5XmmZKEESMcHiiQ0C/PywrdPC2MaGe4eqRpZr2cDjYbR7GvBNw0EcWH9b3/7LQCnv/orS4n86h1pHFlzpsRAjQPPLxfG44kxBkoVzk/PloJWlLjaOhY1ENXSV4YpIoPZ/XVdreqbOldt55eJeuWjBl7kRCiJMQ4GgK7FmG6lcvfua96/f0+pkItQqhCGhCQDEU73DxwPieUwMI8DUmdOx4Gvf/w1w5CgZkou5AUSVlV4xTRfUgpIGDikgWG65/laCKuiS2W9rsx55XzNPF2wDYJg9v5LdTV+aEc3+fvXeowj3aHZs2saiB3DSNtqs/Psgq527AKvfdpzMzM9nv4HupFbPoKfQ1s9z8bWtjdaLLb97rfm/zM3WXdVTqU3TpTXHd1iB5dxUXXdpHYvfbXt7++bQ6Vt7jffbheHenxg+j/BMnTY2l1LoVSrtCqhdm2hwTNaLM1ddxk9lVIywxC3e8d84JbD3yuFaUWr91E1h8rY8N5uWLEC0dDHTEzWvy1OLtUMTQzG8gsVW4t78L21a4tDRZKxyLxj9gCS3fLvgyiaHwKt5HzT+mmnuGG8/YHHa8DxS8BKHwcecG4p+3ia8OZvQ6JtwjaZGXtmtZjFv7mfEg1wbfFAe96WbXCzmbe77/19tHfbpmJLqdtaRV3Mu3zvSrXfGzyKw2CTrtiujIj6wDNwZAM9GgLqE8HZMqUY/S4g5FqhqAtBN90LQJVlzYRe0cjLOjch6dIYPc0CeGDuVX9C2MAO0D6ZWiTc05K09hSvGL1a0k7kc9dtvVHFxHO2YI3N8KpH26uXWx8PmxBd6xzByhpXr9pk328Tc2NLtUCtqVRYoGM0xnVdKaUYvTiYiDVAbqwlAp1Npa397VpVlbVmRCKj7pgq2ga/PVdoAJG3me1a2fsiTTPIJ/puiJvkzl6E2NlUPbbdWW3dvmkbCmKgz85Q9vtqLeSB/2clncXBnmYo9vfki4WqCcXtI2mRYO2nhU6T7SCM6wYlS/3al4UGNs0Wka5J1D2KBg7s7iLEQF6XLYDza4mEXm2rj2l/prawWgWtzbha2exha7+0offa+h1DnEu1IDcEtTTCvsTt7rFTNOhARWujnn6i7KjM7SH+dI7ii20XSasYuK1KrcbO6DYGSwJKbM1dZaWQqdnYeykm0mCyvqU4y6PkvriZETcRfkUZ3BZGn8el2Nzb0m3c2WgOB2YsJcTNUWuHfL5g7d4CPN1STOdM/fzhs0/j14ZeUmzPfIQdcNSOSIqKRtthShIgFRM+VNfXyfbsnXEagommipXcVjHtpxiCFz0w25piYog2f58/faBkczKm48AQglfYqlvAXE0bqOT1xuYOO2dl75tp89ka88jNSfhCw7h/YkWmdoU3WjXzUgyEWmavTCJ2noKlLSAQrYgRyQkbgpnQnI391BjDqFXqWZeVmpQxmc4GY0JJCAEZAukQWUsl50opK7VEQjSNp4D6fokxBkpt2iLOTPJiFCq2+IcafbwI2jYyaiREsQooyXSVUIFVDeFq83rzrH3ZbGzW5ox4w7a1pX28j1d3NL8kWioQblwOB9S/5NTpZqfau60SqXi1LkVJ+6njtltQyDNRvofQ5p/YoWrVnuZ1JrsO4ub6KiWbHbKAx/vjZk3sVgJck+LhbcRC9ZU22GspXD89G7i47NJa1dIXTvfRBbwU1oJQmaaR05s3MByBkwmCrStoYYzCz75+RJ8LPLxjflHqFZbnb3l+/hadn0kCdS3UvPrmVCGGjJJ4+uYDGiMhTWheWAouOyCMx6OlGOVMzsX+1YVcL8R0JEdBwkCKkdllEKbDgZozKSVSSpSUfH0uJsivraptZZgGvnr3yLpm/s1f/1vW8wZ+Ho4H/sV/8C/4xT/7Sy7zyvuPn/jm2/d8ej4T4sB/9J/+xwzJAJq7uwMovJxXXsrKV1+/5X60MZjXyjKfWfJMXFeOCb798JFyB2/vlSmNnO4OVH2gfvwZaOD+cM+qiqYjdbrjbTqRwkjJQkapYeTw8JbpdOL9r/6WKUKZV9brQr6s1CwcTo+IFsqc0aIWbA4jqPLNb37DmjM//8lPCHGgqjLPC9frwnlZeSgBGUdSiIzHEzIlAy9rZQjCMEZYCvmycL1YKk1KM/HF/W2JSK1oXlGUOIwG5gBjiKyqzMWYXpWL8R2ObtNKQZfCy5J58+bIVz/9GZ8+fuBaC6EIpzd3DAlePn3gOCTSdGQUS40LOnB/GFne/QgULucXRCp3hxNnrBrbm/uExIFlLVzmlaVUK+ZwubBUZV3V/QqrdihexXEYBkSboN4P/PANJ1ummu/NjsGCv1adOdds/j7w8fXglV8ufv7O8o6bLVYPsBuLum1A7G3dZ7d6+5/vPDIgvjhvLr3QAaXd97eVZXdO1e73tph0e686MFMsvVcLosVjztdrWPNFdVsbhb5v3K5dq2+6qcdwnsUTUujATvVU0Lyaj9ozH5rp90CxtpRC24qh1mKFlnbxSn9ccfCgVoJmal27BmwIvkkZWgwrQCTGE53IQEEkEWOgSqFmS22uq1JDMf+4CogXwlKFkm3NCgHiRi7wgHM3hnbj6nsdsp3D7/+L/nOTyvm9p7sdD1/49fbQje3Wvymywxu0TTLDHtT8NFQ97PY2qBuA2Yrn3N6WdJ8L/9rr9/nSWyKboLZuD7LF19AY4apyk5nwu47vzzwCz3u3RcKCb6sSBFgZcTHxpWVpGgTVEP9i1SQCXgUqBHIpLSuis2xQZRgHSimMQ7oR07a0EAdEUBLGQsnVYqLm2DY0FwzorGU3oG4Qwv3EEBMUxK/lQXirnnZjP3g9mGwA1N4pTjH3+whgmj+CsUwqPb1MHECAdv+WimKij+YIa8QDt+IBlgFu0zi6424Bf2sr3FDmtUVT7V43UKCmJkbe2CjWLnuEdu+0iwNYOJorDaFObKyqiveTTeSoEYmWliGvJncfT/7cr02F7P9qAXuvyLCdoBnEFJO1m/dVS0kyIFMRIjFsgInpr7TgxsEXB6c6hSHIJsypRutsz2/pIe1zWxUinCTYyjx15pkEQt5pg7jVDyFYlcL98SoYitFEr61ZHazqqWqBVQa/urVZX5x6UO1pj6oW6PdFVXrb39gKt3NtoZa2qDcgZNdDfyppa2jF2bZuYF20eLU0jxRwkMaD6v1CCt2m7AHRPrd3c+jWOG8AUcGEbkoQZF434ywBiSZOmkvptH9tcz8GZ6rsSqK+WjC6Ie8vl+63dqq1vq4v50PM2UdtYRucydHP+6V1VNp+XLuBgYYQBEMzbVdp3OxXlUwUC+erVpBKSFCyEjQQxNiiGqyKWBqPHI4OqFVFamWMJn6/5pWyLtZWKLouLMtMDIExDizrwuW8cn4pXM/GBBKxKXdyserLYjpEpcDd/aZdVPIGLHl1ZrfH0KZtrQYohQxLsk04FGoA9UpsqxFfiAFk3HyNgn1/LYavNxZUmgaK6/iVIRFLItaEDNGApsPINI1WNTDXXd9aW0IwQLTVLvmOeVdqJX5x8ZfbgEDVH7p7suBOTQPqEUFiJMVkiyxAaKnTZWNaunCplpb/11IwE7KpUPm4as5UY7E2bQslxALVGFGhpw7v01Dd8rT00FbAQ9oa41bJdSp6kYsf2qHK+emJTy9nrtcreV2pw2gVUZpNrwaUi9A3clgXGEwg1T1RGoAEbY3Z2FghKsc3YuBQsRzM5szXUnn6eCbXSiyb9mQaE9GoSCb8Urw8obMxbSIW5k+/ply/ZdQLdf1AffkGqSvrWnj5eAadeHhzz3FMtuPNwhhBBhP/HmRkkAFNiaqwXBY0wBgj4XDguixoLlRxoCHCkgvnpbDWyjFHLucLZc1M05Ef//TPCGQ0L3z68C0vLy+UoqyayWshSOLNu68hJH7+F3/Jp4/vAUu/ePvVV9w9PnC+ZnIpPL2ciePE23cnCIm1Bh4f37FerkzjaGm6ITHEkYf7B46+sfn3v/yfqFI43N1zGI6kMPH4+Mj94cS6XPn04Rvef3jPb3799/zVf/QvARjSkRoCcTqSTieWOnIdjhzvHimXQgqBIYGUC4cohLyQr2f04RGpK/V65eXDe8ZgGlnzy4X1mlGEaUz8/C9+QS6Fjx+ficPAkIZePfbh/p6ffv2OD5+eeP93v2J6eOD48AAoEpUSLN24hIKmQk2W3rWcX9znVaY0kNxvjwJJjZX6NM/komTFnm88dD9ovc7kUtF1RXRhOBjY/fD4FiSyLlckBgrOupeBeZ2p0fyyOIwMYWCYBu4eH7lcL+SSGWNgPJ4I7z9yXc5EnWhS/0tZKOcr15IpeTH3zVOGhhFOkriui/kUuvL7AIwf5NHAetzPFOmbLO1ogJB/vH9RFaS4CPNuk65/75W/1Tco/L3aKva9umCLQW5jg10Q/YccsmfffJ9D/f++MemxYIsAeyxZ1TctW3zRVEKL5zfaE6iYD7Gv/tyeyNrGffzmC4KtycUYeKUUKxQSTJxaxAkNYGneeSvPvteuHIbBiRHeih2w8bUY2xhogJJVhrWqxb2PnHVc1SryWgZQdp+hOCtcicnik2VZPJ42Vp8SkVhMWy4Fom/y1uKavbV6rRW7rx7/teDjDzxuyRmtmTefxj/Ehqb8AefexwO/43MNsCtN/4COH90cbU693kCrqjvAZ/Pz24na69vj3coBfLYh12Ln0LCA5if5+Xp7fP+47nuDR3m18qZrXjGf0ZyXjBC1GtjRQJe65fNJEBKR2ihlUi2fmGhTzFu06SaEKB2QkgbkNKAnCkmMBtbSmkKKvXpRcGX5TZzWgplWlSivuesHGVEhNPDV/B51AVNeM3ca3VE6Qwnd/2POa0ymURRD6gyszigyP5tSI1J99xyl5aaCpX7sg8UgLfCzSRQ9rBMV8pLJOyP8OuWll/bbBRuqFUolAzGGTejcr3dz7M8tEGUTIOvAWDUjFXYCd21nouCMHlVLC9wP0JaO4q/tEu5urw99QULx9A2bBKHpAIntdFcM1bYAwhhDHZ2PaXcFRWrpoCIo4qy6WxFlNmBIN0CyBcwhNoNMX+AsL7lu3xcXi4vRdEzYveXgT3Tgq9uB/fopEOJhW3z9jQoUkrERWtjklqF913Z39rQLgSacuwOQ7Pm2IVBFXt2j90OHx+TzsfJHPjpxwtkXVCBDqTbffUYbA+v3HLKfE/3Fzx0gdwk8DvfzFnVG0+5zvniIQtCWdujpNZpJkznt0fPWgV4tLYV4EzhDWyTK7i42EGlj/UlfGOzvtqPhjM7GVNmdNzYjLuUOAAEAAElEQVQQm7DpZdH6XRCqzSMxIDJrIYqxjsxnsnkhcUCC7djWmo0lGSMhKDXbzlkphcXZYZRKVBgGY8Mk1Q6+Ugo1RndcFNXsc1Eb5oBiukOlwpKBYmSINRsIlK52qmRZJUakmM20BWMQN8yfqp6mliGPtvnQrqHuA4iDQusKs+nCMkx2jVoMOJJs2hgB++whWXpfc5RLKYRaQRcqg6VvqGkXpCEhfddvA3ttLOkGejdGkVPQv2u9d790n8/Yx4D4zDBfrUE7bAZN1Wl6kc3x3J/bq8AhXUuh0apbglm7CfMDhZLXDpLaPXuaetG+ORJCpNWLiyH0yiVV9MbJ2dbnmyfuadO39u8HcAiEw8B/9l/8b/jn/+Iv+cmPf8o0HXpKum2kvero9vhDshO0zZD9Sftn8+4LAmGy3AKpUFPfIQ+pMlVlKNW0bMQZv6pcnxckZKaUDYFdz1AjlAHWxRniK5TM9fICeeHN4wEpCZ1XUqlojejyzNN1pmYhMaCSKFLRUJHjyDDeca3CdS2UuqACwzShMRCGkcOgZEl9WLf1TEJAojFkiirj8cAQFMrK9WI6OikN/NnP/4xvfvMbrouxsZ6eLyxL5qt37zjeTYBymI48PD5ynTPf/PY9ReF4uoOQKASKCuPhCALT3YkUR4ZhYhqPHA8nDtMI68yaV378F3+OSEULlLkiF9N+erpAvs5cn594fnrPy8sHfvPbv+d4f2S6O3E8PZKOB6twWRPDNHB+ujAMiUEqsWR0XcjDI5EXjo8HhrKg64WXWpjXleP9HQ+Pbyh3K3XOvDy/8PL0BCrkUnieXnjz1VccDxPLvPDht++Zjkfu7k4EVQ7DiORMPr8QR0uPHYZkaVxVWGphuc6sceE4CKHgTPkruail7gZBSkbXyNs3b5EYWSssqqxVjQ1WK3WwCr0RkOHA5XxhXlbevXvDw5sHlnmglJWihUkSaRRCUagrIsowDQzia360SmrHuztYlGENPD6cuH5zhgIpCoRIGQbqkJEAxxQZgFSVQZWswnpUrqWwLIWc/+Tcn3/4oY25vNvs7BIee7hmO261fT4/mq1oG5M3TA+Pcyw5YucjVVtFGnB5mybki9FnLplsr7fPC7bJ27xV+fK6qK82BdHS77ncMLGbj1Q3bUAvCnF7Q7r7oa+v2yV6hND9NNpty5b10mIL1UotmZpLF84u2VjHw5BI44jqSskzYOliJiuytX0DhzZf0AEIl1YJnmpngFDZjYGtvbW3tDPI8JT06sCIM7AkQEzGQlqr23EHkkIaCeNkVeEkduCo+bU3GUa6Z2lt8ec/+rEbL/agehtHtzbcATa/81ZEtupqn12rffcf9izmmtm9tLS8zcfazrsRI1zbubHk+nl2c0XE/XX/s73fMJHvw87iDwCP+m5j3UCZDJ7Sc7ujL9rUvvcBjD2CqhrrSJrocOiGBrXUrr2ukIgQvdrI66Cu5XfWakKMGtVYIWwON4LR8Yr6YN+cIUM7my6TGQmLXeo2mJA+oWQfkG9Rui2MaDcCITQmlnQAqTFANs0jT4frRtqE/IobLFEs5cCjm9Y+iqKl7PJkzSA3eKMZTd0P2hZINt2K3e23a3fWpWwDsbXi1p6b0bXnkT6gm26UtptowI1XV/IOM5TZDWRvYR8HrTmtT82oqLbUq+SgkIulNpbQrvXAlO2DgzZtbIUQdy1kTxRifxJiGrZgua9JQu0GeOvzTrPtbbUNNPHnBt/97+NVOIwjuQf47fOmzdHAz/246gY7hG03Z3c+WuWtEHcL5W5QahuxbKvU7uhz1Y1Ge/iWj90+00E8dktgv3/+JA4p3Gws6Q4c0VaecxdHtnZRbl7e2hFu5lwzZK/31HyE3i4ar/OkXtG62mLZJmgT9O7/+idjq3TRFzDrgTZOmuBdacxM9iDxtqy0W0s9771d/gvpQgF6sYA9eNv+VZ8LDmo3UNX8K3OYVEGqUKK6ILYDrVqpdWHOlXUtfl/mYBiIvNkzCdLZjgYEiKXskszRrBiY4ylnpRqAtICRIjyubWlkIW+4LhjAAyDrriO3f2zTTexctdi562px9uAMpKLOvrbK1511pIO1YzhBfIArcC4Ldckc7082v7xjSnUNu1woyVL/hiEieEU6T38TwcWPzYoFn/ObNfDlv81X2T3MFw5rewMiQnPkxf/1obYxnzbnth0i4uLUBujHpq3kdkx3hSBk9z8wVosEdmkMZrfVLbSqIim6OLKt5Zv2la9Fu9spuq3Vfe6y9zl+QIcCpQmdQivJIkkYxoHxMBGiULGKbNPhwHg8eO5kYx015lE74e64aQ8PhFDbuVNPeVdruzQdoQVB3SZWZF1s4C/ZcjiXK+TVENnnD8TLe6b1PcoZTWfWPHO9XAmaGSqkaFXSbON6peTKvK4UAvN1ZnozEodCDSsiAykAEjmfz8alGkdqCGQicw3MazEGukI8DKQxsq5XJAin6chhgHU+My+ZirCWQg2Bf/3Xfwu1EIaRFE0UPFfheP/AMI3EFDkcj9zdP/Dw+GCMoZwZjg9c18zLZaEU5Xj3wNt3X7OumWWurEWIGtA4kCURQmVR5e39yDAE8lK5ypXLyyfmT58YJZlGXFAOdwfe1geePn7DnCceeEOaImmM3e+JZIaQGIMyBFysHO6HyDROcD0bOycvHFPiR2/fcoiJMY7EuyM6VYY4klwTrNTC+O4NX339jseHRz5++Mivfvkrzucrj/ePHE5HC1iHRBoTYUykMRKGgIrpb4UxMNwnQoapVq8EqJS5oFrQopYiXCvEyINUUhoZJTIC11w554VlXV0TRkghUKPbw2DfTWlgFKHkSAiVNA6UdUBYwYUPLBuh8PLhA+v5I4hwiBNxsKpr7949cDqNDOPAssw8vzyx5EoalFMKvLk7sAJzrcylsmhlUOHxofBynrlcK7L+EwW1/46PvX/Q47Td+90PfPW9qs42/RzTuTnaMlTVYpa9n3rDMnJHq+uw+Ovqa0qrHPY5k2R/JT/Rbg3c/Oz27hZT0OO6Vxo1/t0tpcfAknY/ex8NsbTw2+d95Uz8nvaxa7XoymK0uppUgm08GoulZfbEGAycp2zawiV3fy7QNDG3uLP5nC1WBsXJq+Y79mBxy1xpDOLGirI1QFtuhftrAZHqMZ4RJtAtKyOEREiJmAZLUyN5yGYSKClGSivsdOO7Ng/9nyA19PsAUrox3vYg1i3g+PpL0rBRgE6gufGzW/y+IT8352qxxC3O4ScVl4Lom6stDrfPdIkMtOsktxinz2rdzleKF1HobLotXvo+Yxf+kGprqu5HbCycHqx4oNaoWuwa6NbAbO5uMyrxBhgx6n2tLnLbKlGJ9JJ2peQe3DcQa2MJbUH35kQGK1XoFKeNDeQARDNcrwaG+rOG/a6uNA2gFlBtP815F2mDwPk5LkosQK3iOY4Ox4QmdtXaZj8A3ZHT0EV622csiNwNjf6lbfTegEdCv4dbc78NlJ5y5rmPzbCJNCHeLSDd34p40BFd+Lllx/WS28ECgOoQ51aXoA0MsTSsGPs8rdXS9FpKniHYqTtQErddebS1RfBAJ3r1gegUUIvuxCex2UIhpKE/jVGmX0VcHqgodEP82ULUUhARYtwFcKo0/R3ZAVkWEO3PJZiGkQXkul2atosarA7m7YJFq7jW2oGdwdnGptKQ/C/sF/WxujM8r4Kvdv/9efejR27++uMeDl70oJ/dTFELkm/ZO/R2VHai9O35u/PS5thOtPrVhT87tzMl2m1pA477mbwldwumTVaa0UEwEC/XNoaEXkmvOQSeZtL1fwKvFp4GdoMGY3TWBqY1m+luiwkz0xmfQE8bum3NBup7ylHbiZIdWK0GpMRK1+uSIP5V8X9Cp2aL07iLqpEgYiRK8mdZvU2FnIuLTys1q1U6y1jFtNXi19CuXzbwqDiTqMQtZc27f5f+t3VY+72RdRpQVTO9mlptGauhkxNBDUhisDg8TBAPkCYoFE83FUtVjOZ0VoKJRcZkNi5EA0t0s2+hz1N/9g6+04vWdLq8bLuEurcmO0dbaQ4NHbC8GYs7R6e63pHcrHk759/HcQhmX+sOANwG0vZjpmiz27q7qW0NdDvktn6roKmbXex3qt3U7qnqBjK9uo8fyKG58v7jJ57PL1yvngolqQtviuBVhCyt2taH12yjvbXfv76joG0Ok7+16yTF1kfdTQjvs+ibGawX/7ygeaZePlIv79HzN7A8EeoMy4WQF0ZWJGciwjFFAqGzpjUppQZyrtQ1M1+vCANkgVEgWVBScoVlNagxDawCcxUuZELIaEiEkIhDhGw+g23ORSowryvnlwvzvDAdjwxROU7Dzn8JrCqc7u8I4Z6QBtIwcDicuH98y+HuZCXaQyTNC2GaqRp4fPsVp/tHXl4uXOYLqsJAQENkLYLUQCZxyVYE26K2iSKBy3XhWmemKIxRiEPg9HDi6eN71vmF5ZqoyxHKaBUmJRBJDMNEioHY0laScJTEIcKSrxQvI5lC4P50gtU3frGd6TiMHE6Qc0HjwCEdCSWgSyVq4OH+HkFYl4V1Xbl/vCOOES2BulZmQItQQ2GIIzVW6qSmBXtuuiu2mSrRRIyDIQFoheV8sUIDw0gcEmMKrBpNDL1ktAXLQZimoaf6BC8QY7FpsWqzIRDSaO5fNT24mgtLXm3+TAN3x8QEpBgZx4HT6ScULbz/9hvO50LQlRiMSXt3mriUQl5WQjW2cBBhSJauvZRX+0E/4GPTadkvDmy/NxZKf7nFFrK57+0TvobI7hu6LSWvGPnbVbWtP2w2vJ+hbZxXunZfv+rerHXXXbblrl3jZgm4ebjPfnf3qzeEYAxqbTq1jaHTyQ17H27fRvvr3LZlc/WkO6ji18B8uSAe/3hKfy/ykgiNPUTTR9qKpOzX5G7Sg2/S+7nrnj7dNu997dRe5m3XF218BOjEgCq9dWzSJX/fsj1EbM4Loa9PMbQ1KqHE7g9YNXH3bdk77639/ok1C7X/5wvvNV9816M7rMK8672P5Q5ZF5n3uKPhIH5B3fkq33lpehTXXzNfORCqZXltIYduH+hO1vae+fdbn7YZb2PQ/PfW1dpkgv7xNY9skAuNMWE7oL2aUK2dodJYNXXneDTHD2llpP39UncDf98Q9AeuHqir6y3cINfuWXdAqwNY29t4R28BS+i0dpGWX+gd3sCWDhztXFVVSs0W3HUQyo1mN2wtzxFbBFWtHCJNGkBohrPbnZbC1hw72ZgT0XWkRPy+e6BWfBFTJzs0JH0/3G8HgaVNqBtk3dEutBtEg4b3xtXmRG2VOlrbhtDFzkNMxJgg+FiQbUESLzHZkSF/vuAsKAQr4+vgEIDUgpTUWRYxREOvwUEhBxZxZX0qEpKJy+7KVvY+Dl59yAWGRZSYUu+A2HSH+pxuE14ptPG5iVY3rZaqtqNm7d/Q+dYFPo5ChDBQ2VGC2+rWjXOggQLeUX38hV277HqS2vR7QucddEe43ULZsZ/aM20LvvT+bHLLtzs7t4vjn7K/JGCsF/+ji9DdBJTNsdgZZKFjNm3E31Cu2yl29qUdHdiUBiBu93JjM/y6DTRqP/LKftzYPP9ZqwVrwQW/G6sN38nbPBC7crdFu7sR8bjQ7Vct1ajLbSyIeIVKC9b94W4ctSas7zPO5q8kq2AnGdQy59vwrWDVd+L2nDbnDSCJw9gBhJbCVNcFRVzgUdBSWdlYoFWFdS3UAstiaWM34JFrH7XqmrX4T7TPlejgT8TZDK5xpM4Y2nxCe2ZfGfeVdbp/GrGStrLNiyAmoj2OpiOcBiOEHA52X8M0GgMyBjQFNAkqAUIiTRMxjbbU97RrB+c0OEBpbMyi6mwz3Zwt3fr6Zmdr59v2+MDXU/X+ROPOLu/tkm6OZSngdrfNkdvU8L1gu7GSlB1LqNk2NYF/00Z0wUhfd8u+RqyyjfXXps9vs03vNk/7Ize75fb7h3Yoyrfv3/P0/MzlcuX+7p62g7yumUMdMe0pZx5mJSU1tJYALRURuGUhQfM9bkCh/fvdAd293G2Tv9AqKKYFZIA6UpdILtUqVS4VWQqxrtTzTKyZo5XVQoi+aRNZ3BfRpJQy2wZNhZf5Si4RKaHrPKkzl3PObvuUNSSygEpkzRlJLtC/VgOOEM7XqwtBm/9yPl/IpfDm8Z6//MWfkURY8mrnDUI6nrnOF8ZxpEhEQuRwODDePTIcJ+4kGHv4UDk8wjAcuLt/ZDodKDqQdTTNsjRSNEAV8lrQIrz/dCWEyhhGRhmJ05F6ruRlZl0KSQpTUo6HxOE4MC9XtFyhLIS6ENUCr1FGhiSkKL4xZCDsFIQxJhgH6jiy1owW85NWCrqurDhDv9p3llWZxyNxFhZdqJeCSuUnP/oRd3d3PD098fz8gqCs68KSZ6pAHioyCjUq43Tw4hyZoQph8QprpZIkWJVJqUS19LWAaXrFZWE4HhmOR8IwMqRAqsGqSBYLitMweKEeoYbG5A/QglQxIeYgluqm2dq6EhiOJ+aXT4Q4cnc3cIr+DNcn7u++5unTC/P1E8vlibpe8cRcxmnkcsnkNbMsmbVAcaZ8KZVrDlY0Kuj3DrL+VI+WhbF3P/ra4YGm7a+/8gF1ZyDaP/vYS/aMl251tpitnc13P8SB6xbz7D9ys7Pz2sftaxDsSt3+z2kRtlXDwCM7MuqArFGeXSOIgSaUbYUl2kK0u5e+SO3Asr44b6FCZ+1mqL5xbr6cbybGYDFfKZtPhcU+ABISreha4weFYOusVtMcbmLLsTm+qMdE+63hFl+ajbBNS8+maP2utsZqYzm5v6LaNusdPJJo7CNx31UCqk7V9lGVRFAVS7cieBZP9fV79H7+Pl33Pfr/db/8QccG/PRlsvmvop93uSp0Bnb719/sxI9+5v7f7756O9ps2s7RNtH2S3bbWGzfaF9rv4vHsSKbXnGtasV+/rHT1mw42B0a+p9IyXYCaq2W4tMnhgWurbxyC+LbDkITNrY31VgUO09c8IoyzUP3wKcxjHz00nRtNNqEDcgrlM0a2OhxdLFaarVdZU/36A2OGwFxquCuAlv1Mrk5r/2ZWlAXQiAGgaDUEgArP0gNlD5qMAS7t+j2LA0kaQvifjo3toB4Gpyhyb7Lu3MA2wS7OYfs37c+UM2U6qVTdacnJfvB1xYL9bHug1O2gDeGSBpGiMEC3JCsC3tAbk8QJVClemUm629V7YWxBJBxIDj7pwXjWrY0PwOoxi2491HWqqABxCG6YwHSn1csH3cYIHg1mTbpJBKiDf+YUusgm0SYIRdA1FlMr7RwGrssphGJg03WDo7eMoUaGBE79UFu2lhCNA2UmwjIdhxaOuD+UJ+NjZnQ2rGfV7bd9zZ+g6/Vt4u4d1g/h99Tf2n7+zst2/ey7P+0R6PflqpUhMYGWnOxKl9pIg2D26stPZL+2xcerm42hy88f+tjY6Dtc+Jug7X9n12bCHqRAGf/9n+3C+Dzapfe288nFlBpQIbohQfEdbiwXC1Adbu+jX1DSDY7ut2XnfWGM3XzvK2SXA6QQyGJgZpVrbKWUC2PXgSXJiNK9Ot7G8ZADANpyD0lNBB66oU5YoVKJdfMUjJLzdRSOR4Gzk8L5yeYz1AWTN9ocTBpxhg/4o+pnrLmfVc9hW0Y7EfEpHzWXXpb3bQNiePnraCeHtdIGraGeIju9dGHweRn0mBi2cUL81h1lkrQZp8ckDZD5uuistRq1d5CZAiJUk3Tj2x9V9NAWTNF8PSTVrRC3NPXje3d/IzdUfumA+as7el6N6jB7jtVCVhuaAOrYwiU6k5erRRnxtUWbDgIpd2qtFt0IDJGasmmTZOLbZAE8edJr1hV+2O7x+6MddDJKdvSUkx/gMGdwuV65eV6ZV1zDyRU6ZpHMRqrJq8rZVlIKUKcbk9yY0y+cJE2eBti2iLFmw0E+fK/82qTJxljlmUw9nAakGGCcjCmt1zJeaYuSiQyxgGSoatSF1KZKeXK/OlvOd4/8ub+DfkyknWi5pkyC3XNZImomP9V1swqmTKMcBgYxgHjQKlVIJwXYrDqrdd5JUhlSDAejjy8fUOtKxk81WxGLxeGw4EHF1de10wpmctSmY53vHn3ljSOLKWQ7h7RnBmrEIaR6XBCwsjbr9/y9msLdD5++MT79x95Pq8cj3e8nFdKztR6JQSYBuE0DjzefYWWkXP5xOXTR9bLC2Mo/PzPHswOagbNiC5IWQk1Mw2VU6zUciWppfRVYM1bgJhi4HScuJSZ61LdnzEWoUhAhkRZVta8UsXCzMM4cbo/Qc2IKIdpYBgi9z/6mvr1W+4e7/nNp4/85uN7SlDiXWA4HiEJv/n0W87zmaEIv0hvueZMrMqAUnsZ7l1SpcCyLKzV12utpKMa0ytFwrqQs7EihmEiDh5j+NZFCHSmXamF8XiizBfKstgQTYlxPHGYJnSZUS1Mp8gYFj69PPHrX/+Sd48XfvW3f8dvf/tr5nkmxsR4OLKUYv7BWlivC9fzwlyANBAGIYFpPSUr+LOs+VW10h/ascUHm+9trwcHChTY2BS3Ae/O8/QXteuzfOfh694rL8l+Ca8/2jak9Hub8s83Wve394/YV1oR5m3NVW6zrJr2Jny2DvdV0YGF6pXES7WqavIq1gLfsME2nGKPHapfIxJFbG549SbV0EkFJgJv3kwjbsTgbSurt7H0n4rFVrbRN1jsVutuqTXSRVNocF4gSujn2kAl88eFlkERbtaYFut2GZMaURndv9ri89e+9NbOt+Ntz0C++cxN330+Dl5rG91+XTZikd91e11vdhzbUNDexx0S+swdEWhMMi9Wwu7enVqxfaVt/NKyrWofdu17dTcr90fFi90I/TkMd8iOvaiPGUtrLN+zkuT3Bo+UXVoH+EC/vdVeElA98JFhq+6DpaR563DjqL7qqBawtWpn9B1KSEPqVP6mldPeMyZK6R1Y3Utu6UcqbIwoL63Td9wF75DS70Gw8sY9SFRAkwV0PXh3RooGtO4Hk0cxr8JUaNfZgII2cC31qVETPdDsgZ0P25toprWd/SINcOj3tEP/PV+2ZLq4123IIEhwlou259055q5fYgF4JEYTbmuCyp5U0AMuFbXJNgyE4oNa3eD5szex55hGA3hk/5wO/XkOZoiR11X3jJXgRi9EUkpeun7TyBJRoov4akd8PchNkSpKCskncKWq2I4nrfpQIaTJqwZYewgQoyKlNjRmM/bQ9ZsaUBN95zR4mdptHjWgUCyVpVuujQEj4XPqpkNHn73+2ee8Lw323ZDt0I06vN6xudFjbc9GY7XdfLIDi3/sQz3q79BHtbmfkumxxAb0NPBGxAoM6YoyE4JR2jtYXLe8YbD2TvFVP/QdO2kuln/286OBfHU/RsQqsQXZRA77gtennDoluGCszy0t2DR85MbfaiLwSjCA3lM5Qcn1SooDvyuPfLO90lalDYTViOD3E4Oxd4BQgxUVSSCaCXiqXF1cANnmUC2ZdV2t6mYQA700+e1kA7Yp1LLy8vyR508fWObZguS8ErKSZwOJaqYDREEaRwcuL8b8ubuzwlPvP8KyGoCTCkRPdZMASelMmrbM1GqxQBQDfCL2O8H4HHmFa4VpdFZTddvpoFVyEs8UjXUUBKTAOEAKibitJF9o+6Y1ZdX3topntnrlYOtLqOaIpSCMYfLzeuWjUhmSgQjGeBSQsM3/Gsi+rgySiCEaMBTb2gbuufq893FVK0jw2kQbMER7ms5i9Z1KH2OdnbQNaQMcS+02vNnL+Mq+hO7p3LaTMWbbPLl1GrUJmaoxtH6Yh3K9vvD06ROXy5VlLqyHSkiVmpWcMzEGwNi0vcJqrdYu2fsoqHv3rxBpvH8jsNbb9nV/pHf8XuuqO37tvAnmMzpfIc+IZgRlGBMhHJg/rmgNBLG1fYwD4sJ0a1HWUpnXheuqSHygMHHNiXenT5z0mXNJrPLA8PAj0puf8etPM9cPC9fLwqJCHTPTeCTGwBAjxEQNgRqEoiDRyiAuayaGgXE6GCtZ4HI58/79J16eX8i1cLq/404SSxWm04lvP3wgy8AQJ4omaobLrDzejwzTZKkbEilqKfnffHgmxAlqIK+BmO4Iw5XznJFw4Lz8PVTlOJ1I8ZEh3lHWlXJRpsMDec6s88xlvvLLv/01SRZCyEzjxHxZCDwzDoV3PzlyNwaeP16JQ+UwDUiEixbWfEFMFY6UbGNPwpWiKwrE6cBhOhKHibxmhumKSGD6yT9HpFoKLpUhBQ6HERFY5pl5ubLmytv7Rx7vH8muZ3rOmfO5MgwraVyIBYaYbK0tmYSQamXQwkAkYUypYRgYhokaIhojWWApBmQtRa0/g9mVUFei2+OlVgMdpYFJkPPK8e7AqhnqQC6rCQ1XM+jj6cRyufKbb35N0mfSkPjpL37Kf/tf/3+IAR7fTFCNLTYvKzBAKeTrzPI8c33JzFmQFAinSJmh5MU2hhuo8QM+LLZxT1R8/d+nl+ntWrWl23hg7GHcTWzeAKR/wCFf8p6ia5i+euszBvluh/Mmi+XVvX+uKfOPdDTmewiu67PFMT0uqk0oQfwrSskNXPbslFpd73AjL1jYobQK0n2tU+kbhNH9095jO6AnRksVa2lJ1XVAx+PEui67gj12DdvJ2+Lzqg5suV9tMh6px0mtOYsOoE2425lHuzR1K4ns61RsfdTSu8z/Q82vFZdS+Ec79Mvj4Xd/ZaeHJc0nkc/m/k2KH1v81+aPvvrM9zlkNwfbNUo2qYpN02hL5bcvhR5bt3O056y71zdNWNtMbPF6I2N839nx/cGjHSpWiqWP2d+BGFvwM9BokGm362wxe3XBT6P14wGwgRxNgNMapRYrMWgOb0PEtoZqfaetGkifOKYT0nJlW8MXoBUoEhGi2G5qVZ8M0XfAxcRKrbXND5OiPhEt4B7H6GJTLQDXLQjXjUVUsrqf3RzqDaltTlyL00oN3zmYVTcgpe5KA+0V0e084pM1ElO4GXzanH6FQNwFq/QgoQevCvOy2ALhgW2IgfFwcNDIg/HGomlDLdp2/k155OhBSLI2sBKBDRk3R18QYhiIYUDj9t3QcFu1KRJC3OWPtJTHAhSKCNM4kdJAGlIHD/vEj60q1G7CixrlGdA4sImFuc5HMHMWnfnRxlebC9LaZ+egi2zt2J6kpfW1ILONwXYI0if9TWjpAVx5xXhqBmkD2fbveXt3/Yo9Kt76eTvPNkaK0fR3gGJf/HZgW3v2/fFZ9Z8/wlFaVYpgY6wNk2OcjO4e4839l2Z8VUH2KWeukxUNoCxfyP/tQb1saTmdeJRzk/axoxoFtNQt9VE8OO/AUWiVtTZHbusE3f7b+3KzJQ3QM1akC2eLLewpxt0zKtN0Ry6FMhZ0ddsThDBEkMhcVxJDX+hvnrp6ncfO5qvO7jDQQNQ1uNTqcYQg5Oo7R9oexx2OYLoXBjB50QJJSKkG/ve+gXXJLGdTwr6+wOXJABxxElXNMC9QLmbf3z4aeBQdxDkeDVDCWdMpGiNomuz6eenm1O5QIIltbNcZdHSAKfbutdfVQKheodzT2HKGcUcAEYGQ4P7+wHgYKVopJVPXxVgbQcCrlIQopq8BDjJunpMVCFAqdUstdB2rDWS2yo3jOFHWCsXApua4yquVvgFmyLaps9kucUatsF5nF+z0Sji19j6qO6yz27v24DfX2kZTm4e5jTF3thWgKll1V1D+y4f5HruqrFTymm2euU8hfG6rfjDH+cynpyeenp65vL1wvDswakIQS+uJA0ohlEguYJQ7r7bW+7lxPdoAb6Derk3G9mFfw7z88qbSDu4O2/dEtwlSBHSglES5DpQwUGKikgh6QCdjK8a8IioG+Kxq6aYV1pLROhDjI/HtV9Q4ctbAPM8sGijTPeHuHeX4jrKsSAxcUuIDmUuGFAfu1sgpQxhMSDSlxHQ6sSwLWoRyd6TkhaUUFmfnEBNv3r3jWmANwjAdGA4HXpaFb99/pGggDUdCPJAOJ4oMlAKLFq7F9II02M5+LuZLUbFS8NOBYQikMRPTwKePnxjGifv7t2hVIomchad15j4Cwx3l8kwtlWEYGMOB5fxbplPi7ZsfczgcuD5Xnt9/4nAo/Ojrn/Hh72eUmTpfyZfAYRq5O02sl4yuxdK9gjERCEIYbbPzMB05nO4IaWTI1So2EXjzo68orjel1ZhaVW39C2FgnAIVIWs2ex6CV1KDdc3cy495O/05QwjEdeX+7sg4DRaYfPo74vzCgBDU2JOfPn7i9PiIxEChsCyV9TqzRjg9fgUifQjHaAUKECUGAzuQQq6Fkle0ZparlwkfrELeSmWeTa8ohgEZlZCODEEZYkS08C//41/w8f23fPjmPc/PZ66XhbIKpCNPzzMvnwp6tQ2HXIU8e/C1BOa5kvd+1Q/46DqPPqUNQBSU0jdalYjcZDn0b7ufvNv02k78/W5Abn3hvqF+85HNDt26wbf6jl06gma6mr/n90r9p1sPft9pqyK5OrNPkMMWb7SNzlqVYRwItZK8Erbdv/lYoVUGXNbNP7Oo30GmBsaYLVctlNU0mmK0GLuv1GorwXKZKe5DNsAjl4JgMiFNL1axr0koNKkXcyCjx3WtPwIxRdIwWFZHiO4ctXuKyJCQkGhrU9vgb5W3jU1V7Zl/j+bRTYqjH3vA5Hd97/PXesi1hw5ondvmSS/A88Xz2ueb77HfgKYN7V0xri8+z01syA6saqf5jmeT/Ta2PcAeMG0AZMmFvK4WL9VXule7Db3vc3xv8Khp5RQ8J7M5nE5FM6TQ0VPUgxsLNiKARiJNJ8a8bhXbyJJO8VMP7ip1XRjS0JlFeCDSGrilVN14/9ZSG8qnDd+widPALJft2BBqBxs6wNUCRjGF80bBi85u0bqwb2LrJPPEW4flUjqY0BDjRvez78h2P/08jULeAnYPVosPxrpdtbGlNlrjlqYlYgBPA9/2xzSN3p+VDgr0gScgZsQsGDVgTmLqeiXW9tsgtcKmGGupB9bBmUoGZJSiWz503fonNAAxuWB2oo37jku1fgohgSPnAgQ3VhIiUishDYSUOlCz5aYKC0aLvkkVw9LFtHe1EKM5he1vsCSaxqjbN2WtlaDVwMaewytuZDdeUBe9xoLprce38VOlaYi8CsMaoOfnRXFaMCgV8SqHDVyU9t+yaXJVp5t2Q7QDttrvTSh7Hy+oj8MGDvVUtiYCdzNy/7jHOq+EFNHSNB38mQ7i4uobjbYZyZqhoLiUFmAOYmyA8KuqA501qfQAVb2No+dzF107AAt2D+rXzbWgweZT8PmZQtxS6dqqhfVn3tPhO5hTu43owGgwwKaUQqnVmFax2UhvC7WUjsvzC8NhQobRU4+D348wMrCuTU/OF5pSQQrDACqBVOJnu4NNiLU5bJ5ABZhQrdRic1jNLoU4GAtLbVOhMUSUHctSvLKIpzxkr6qGbGloFFtukkJ10Ac1QKdkT2XLFoBMO/2hw9FApyUbO0nL9p3cKriJZQElizVts0Psc3MGvfp3fEi4DAdSYbqazxQHu6chQYrGls3VFu9KRmUlJCGmidQYu0hP9VNprDQs3Q/T7EtxoHg+3t4mbx3CzmZsDrRm6f3TXPLGptV91mX7XmiN3YbgtpbsGXnWAH4936jolHXdVRj1fi2lkIsFfG2dkPZerdZpXzraM74KIGxabHOluihvkJ2G1w/pEOHdP/9n/Ed/8S/58ddf8/B4z3QwjbBpHHy+KmkcmY4HxnFgXVeGacDcuZvcidcnx0ClaoNVdae/UOg4U0N3pa07LehwGxUDBCs4EbVSlplymViuR5caCGgQxiRIyIAYa0rtp6oQSIR4T8iBIpaWlMLAMj/ZtYY7qhxYa6CmiffPT3x6WbgWhTSSDiPjKZHGwHE6EO6/RtNEySshKEgi3Beu52denj5xeXkmrzNDCtSinI4jSIKQyAqX5xc+fHrm/v7I47t3vCzCqpEyK7kWYhSqJFIcuq8UJJLSyOkwEcLAsqxQlRgS9/ePzFfb1bcykJBL5npdydfC8PU7vnrzNenNA8fTgU/f/ppP316YF0hB+fnP3/Dm4YHLeeH5+co8V/7+l7/hdHrDsma0ZEQr98cDP/r6K+qaSVig+OnpmflyNsAqjUz3R0SE8e4OSSPLvFDWlXlZmH/zDSkNDEMy260KSyZ4N2csGBxIBK2eLg0xzwwluriv2fVpSMToxUcE6uEtSzjyUszXjMcAD5Xl5QNDLYgkqJV5mTnXQhwPxDT6BqSiJQOFQzyRgvnH1X3jlBIpJvJyJkar4jdIZEwnDkNguTwxDHfEemG9CJfnwjfP71kvL8j8RCmZtcwIK+MANSrvv72wrsoYA28fDjzKiRpOFCb+za9+xZvDPeX+yqLKkgvX2frzB3t4sK7gLJJd4NrdmLbImb9e89j90rCLjba1Rm99zD/gaP7zzS22OKj7pq/Bquav0DfPdo/nX9GbNci+s/+7rSXNj67IjR39HceXnOC9G7/7TIN4bKNYjUZdMgklDJGYYC2xR1dmfjfRZahebdbu1TI4Tbu11Oxs3tKrN1ffySx5JxMj0jNncpl7cQpx/WIrxhD9usE2WndkkRQTIQZqKbTNiBZ/oGrpy7IHjaRfd8tS8XaXiBJMgkUgSPQoqo2t1mp/WKTxh4KZ+xiwAy7+3/belir4GpRpWVFbO4goNZftM+3525k3EMDeavFEbBlPr54HY5ZVVd84dXZ/i8VugKMvPZ/SNKPZAcYSTCfQfLJietK0DKjff/wB1da2Btqi+wZqKEGsvGATK65VCcEns0+CPgxyoXRgRXqAiudAt/QrC2IbENRHf8//bAO3ltId2ZvGb7+oMV0UeoWZ/Xk7Vas5SzSWj1MCnSobuojnqwBKaU9GO00Lqtxa7L5yO9lq3SrGvWa4tIC+aUVtb+zFvKVfs3/ZnfaGwIhFvD1AaSyCZjD750JsHb2VDo+RmLw0dBPtbQYoRCSOtvjEwVgIIj2dMKQmWF27IVHRXhoy0J6jgY/BDWOlgVANDAsholJ9XAUHUtQqAZWKDCMq4rTqrd07Trw3Xrrzm3u/+4LYgJQW1FRLqUGkB7dgKZpNC8rOETtYuE9Bakayd81ND+Nt0lfGbUxtI2AL4nwC9coIZTM8N4PeA71GReyLmVrM8BopCrh476uj34MHEDfCibfYyh/1KMWplxjYpV71QLUSWk3S3fM2Qd9b44833S3630FqPwKyjan2HZTGDPpsV6P3jY2x0LTfvBLNF4P011/dXWv/OfH5Uorr6YilYsZdip2KsiyZX//q7/nmt9/yZz//KcMweKWatlhZtSFJDg65rbfEt2BVOkIbd1jq1G4MCc2Gm8sV9zfb7e2OXt1tAKgWk41w/bWe9OsLXJNhEWcOlWIxbG3jeYcfNBHtWi1dTbEAqOvn7LSNKnBdjbmUlw0IasRT9fOtLs59vcAym/RQXWE/raT4fRS4nA08GpyBNCbbbMmlUHK1Z61YMQWxDRVxkCzg4L92q93na3A7kKLZYoJp34QYbuai1p3YefB2r0074hX9vz+Ar8/7XeS9gDVtjG9jD78Hmn1ra6qPCwMvtxTwbc31cdMryWwppaiShthtd7uHFjDulzh2tld8vAQRc3bb3+EHCB4BSynkeaVkr5K136y8WeftV0tjC26D1Neb/bO/Xl82h377mHh7f8fHd31o1XB9kyiOhOFAONyRihprbjhQ5xnCgNYMIRA1IiuwVmquzp5aqWp6lFUs1zPJYOt4mijDAQ0JSRNhvJKmRFQlUyg6U8qFUgStB/IyGxNQC1Iry/UZ1Zn15YX5+RPzyxM5r+hh4OX8zNMQbaf/GuDTMzln3n/4yDhNhKgsBZZcqNV0uU53E4VILmajVCCkwHQ8gQOfBh4JY4qMQ+Du7p5Pn56oZTUmqAQ0KTlUXs4zX795xxAT+vLENReuS2GYTpACz+fMsr6Q50xZrSz386crqgMPj3eUFb797W95+vCeiDJIYBwj0+AltkMkJGzjbxiQlCie1q8lUocRlRGVigSFVr1MIqoG+Jdq+o/q/lkUG1tVA9MUIRSWvLicwcg0mO+vWqklk6uw1tgzHSUl0hCo0bTzCEJdTUstrivn85k0ZsaUiIIzfBSmyYS/c6YYMkwYfP1yzdUQIEZjcYoWap0QUZ6fMtdzZbkIOSeG4cRy/sgQIm/ePMDdHVogrxXRwqIjax6Yy8i8Dqx1oDLwz37+l0yHe058yznPXOaVj09nrtcP/3On+x/t2Fjjr9kU+4B980Tbfyx+2GKJ33m09aRvLL+OnbYA+oun2pz51yfenV4cINp/dmcgddtsv/WjXjlV8Nl3Daypbhud8tzWue5rt/Rf+/tm00a5EbZHQJx9otVIGLaRZ/5O8k2oWgq4r9jQMc3aN0eD227xjWstuwwTj5sCCtV0bMz9bNUKjZmEuvRKiD2ejGIRQdMNfV34CtnilVKatIevQT3baL9w7H4X90M8xbqlMbcYtIFlu469PV9DCfsQ+D1j77uOjoze+va3x441BL1oVQOKuu+vLTejxfX9je6n3N6v+XGCbMLou9l3G3m4nx3EojQnTlTRDiDadxoJ4LueBPeX1IdH8CyT3UYf7nPf3sTvPL43ePTNb5/56t3JLhJ25ajbXBGv5IWzMVD2ot37tIxSCiU43a42h9Y7RJUY0+bItsCD7QF1d05EkB1LIIaWEuYd4jSzFkSH/SDt5391n1F8I25TVm/ToJa9iNd2NACpp4O5Meh/26doQlf9HhvQA7cd58Zoo5aG3etmKG/PvRmsWlspx9j7xv5xY0GwAHoXqCJCTKnnxZowqnpajaPI3i+NSRWDsZJU6Rob0nQ2GoBkjUFnK8kWCOyBFgOPIl0EroFH0naQncWWgsfa3ja1GjgVorEYVPscbRO9pxjejKG2i7UJErdqHnsNGi0Yg4Rb8EgwgK06SKg3z7JfJD24auOHht7sj9A/ents97sZUL2xErdjwI7qz71nnd26Bm08bHN3P6++ZE9fr7nfaXP/CIfW4uliW5sboFGRKjfN2ysBBgi6aXTtHY22BOx3E9oioK8E/2wc2njYXt8aqI1zEyiMvnY0ttIrR0q2dpUArx2tnofezy2u02X2I7i+U2gpa1V92kZyzuSc+dXf/ZqUGt24eiBodOM/+/nPSGPq8ztg9rSWSqV4qlqgVdWUtri19Cinp1UUlWDpDyhB1J0S/5xEolOTbTdlYzNurMbevLRiHTEB2dIEVTbShGD+SBO8biLVIlAjhOxj3UEiwabkPBtDqWZr0uBTVcDSlrOlyS2LAUerg06f4YMYYDR6vlWMpos0TS2FTlnX1ZhHTvs2oCh6sGopR2br2Jws70OrbGqtHpoGWjDAr2sgdFYQm1ZCnw47r7nNhZ1vLf3anxuS4OvY56HF3pb2vdLtev2abT61OWHP0ACeNj/skXaAzxe8up541ca2r8ubkydEDxLmpfB//a//v/zv/vefneZP+1C4fHzi4/uPvLycmeeF4ykTquzskXS/wdrBx8Teyf+dHqCtyf3Xm++2116f4/P+UBdJJU3Ewx2iAQ2JUAolXdGQIK/GSiYSB0GXQplnFKHmhXxVjF8SqIzEafTJPlBDpCDEmDjdH8mAxjOXZQGdKWugDJllGSglQjqShgBlZX75aL5KzYwR6hAQhXWZOV9XnoDD8UhIA9Vt1XM5MH144u7NwLUElmztPQwDcTgYGDKbMZFgZY4PtZp+XjW/NzhTfs2ZcRxAYV1eYBiIMpgtS0qVynQciaIspXBZVxZVpulAHCPP1wwvVjFtCJHTwRT5i1aOpwN5tZ3ol+dnvvnmW2KFr75+5HR8S4iZEK2CrUZjD5RSWZeFBEgMjHcnYnW2kUCt2foy3Eo3UHDZWt/8c6b1MNhmHjGSBuEwJWISRI1hVRa1Cny1oi7WHUIwlvlw3ymkYcgMIcCycp0viFZqXRGvrLzUit7fIdWq7eVSzB6mwLJYGlDJlVoKq1hqUJ5naq1cz2cuL0rNIyFFTuMd95NykYXTIETNUCp5LVzPM2hhLRNzHnm6BDgr9Wo+5VcPb7ikSlgEViXnQnZ2wQ/5UN0Fxeyhol2U03ZolL4B241vcyTbd1UJ3f7vPsK22b33I/uvwpdMzI1LxW4Zk34b0k8QvArPDcbg7vLmk++BMumf+yKMZAGk/+LA0auNjN5wNN9y93LboW4gaFvaHJAqrcr2Ll6waaH9OqhLhBRLN6LuNqbdjhvbyPUlxYEGEbRlAvlOm2WkmJ6SWas2L02AvmWuqDOWmv5V03Bqmz1gAHrxWDHEQApeNGnXdraBvUu1b761b3Sa41wxFKz1nWz9/KWBsOvc37XC7bvn9Wna8mYxtH7hsxtJpo+P4JvMPXOmP9LWVfh3WkdW3d2vOlayew6fcfv4Yh8TbDiC9XRtMb+DQM2f2kWanzWdwwXsN8FbtVzB5nNQ97sauPS9WvYPAI/++t+8582bI8PgAgX7h9w/dAtmHcSo+/KLzcjU6g0RdyNAwEVhY4w7J9K+VsTADKO+24utIloIlgYhqi5OvOkZqSuTt1bdjJinLXUwQ3yi2PuFsgE33gm1AT2/o22b4Qyeq92BKgcNGoglPoLFg8nmTO8NJJgB6sJ22oeaO5KuG7QHKvw+Q79m6G3fKsOJgw9Nj7S9H+NAFae0h+rPEQnJnYoYTaslmvZRkAiabH54JR4DjgQNzdmQm8VnL8RmjeNBdHD20W7h0WYERZxJH0hD7IF9Mz4SPL90tyjcjk7x3TPpk1laBQGwXbqWOtLvyRcDL/t702BtuAIi6tohcvvTx/v2dyBRNe/uk+1zvgjv10q3DWxQbbvw7jl3q2sPONWr0LUTtBOiVLH0F+liidLHfjd8v+N4/f7v+/y/i6M1RwMqxcdgG917x6Av0hFUQ1/822Lf0wK9DZthd5xxq1xAbzk7XxMBVFuUekuqt/cuJhZnjdj4Cj2w7m3Z7MdnD3q7OJjYnbKlzu3eVWwHOQSm08SPfvQ10zTxP/z3/yOqJry7Liu1KuOQKLUyTRN3D3ecTicOx7Gn0y1lppZKSqnbD9lfqwOanv8uSiX6rrWlLe81mgjiVJ9iVPhqO8jmm0m3bd2HMvNgRXac/Km4/mJbuKuDRv7T2igUvza+lq8mN5RGA5z6B9WtZdnauOyYR0uGlqDQMh3bYh0jTAd4+9aa4eEBHu7heBDX9lHymlkVZLQAKiQT3z3e3yMNPFJjAbbbkvYfaQKUbafQ0w29CiS6iVbao7Q1Yjd0ui1qH/r9M1dkE+Ks7YH9jba6tCva6uyd1W1xuBmruPPUBG9bK5pTFYip7Yi2d4xFanR6vGJks29mlQeRztw102vg/4frlf/j//n/wv/h//R7H/NP61ClfHrm48cnzi9n5nk2kewhdMdVa/OtqssJyLaQN2T1d/p/Aq/1JGqm5ybv1+j+FenzvPtYWIIHIRGHI5EAIaHLTGCgVEHDTKkG3GgQNCm6FogHaopkmclaWS2HlZQmZEggBoCvuRBR7k4nJEXCAPFcWdYV4QI1s8yRGgJpsuIYtc7U9YyEgcMYGdKJaRJeXoT3Hz+hKPMKM4XheCQd7qkyUu8e+fU3/x1/dnjHWgprLoQYGR+OHO7umeeF83XudnBeMhAYx4FI5DCOlg6yFq7XK9M4UMuFeXmmrIEUR6wS78B0TBzuJkqemcvKooU6JmPkDCPZFwyJCWIihJFxvCceBBkHosB4PPLycubjxyfW65XD3cR0uuM8r2iwDcAahFKVJWe0VBLC4XjgeBxNc65U1pzJ88qcK6HaBmEMgZSS2y9B1dJLqphvF2Iwge0YmUblMLnVKWpyFLUaC7BV4EwRGSISDeCNDkIY07uSUjTprhgIdQEHkLTUnqarORtbQwLUwrLMDIdErdW0spYz63KlritDVL795j13xzuOp0eOU+D+ELgfC+tBOQ0Vlgt5vjBfLqQgZqOXRFoDuZqm07qYdkxeDvzr57/l+Xzl08uFp/PM+frDB4/26/iWsuMbrrtgsns8Ip8tHduSon1dubEeO3DJVokvhKffuR6Z3bHNW25sk+z85Y4IfHbKdrXd92j3073s3b9/4OHs2BZfdHCtAQyl9LUpiPuVRSk1e5YNlnHRzsVuY7355c0WzoWURosGegW8zXdF8QSPtqaKMQ9rNWAptE163/xvzetOlXTb3/yu0EEF7d93IILm8vkzd4Fva+vqwJgCkgZfO6rZkhAc7Krendv6ZQBYuO0NeTVabtDB33+09vcv72JA/7t1ZdUvrJu7uSGYX1pfj/FXzD1VB9m2Z+4AErijWT+PA2k+pfdFA442RK/f0Q6/uvlXb/7Ynr/FhUAnSVBKP38IFTTs5Hx+//H909baTTQnsVW+amCRH53O7M6dtIDWg1sbb0aNZd9QPoBs4hhCuk33SFAXe/Jymnt2SIiRCC5i7NeuFbR4gGEGJATZib81JBBa2tSWclec2sUWIWhDHtlKYr8KtntHixgbprVbu5ba762NWtljEErJPYi08d0AB9fbKa7CH291eqAFmrIzBNuufPT3QkOdo5X43m3WOsYhSLRqExoqqYNzAaKVfZQu7hH6j3r1jRgjxNDTDVuftjEsLYe17vt5V60uBKvOghniJt5VLb/RACnwkpE7ZNj7AWFDuBsYQwsoNtFkae9b41Jq8fdCD0pvhfuC0wZ9wsp2ibY4tYGifbDQA6wOkPn36UZlN27ifjEUtvDPA6jXi6LPwdRSVhq4odty2J+nry59yFJDK8Xazn+7jN4c/XE2o3sLcn0/Q/NPeYRhMKc0DKaBFcxZDSGiaWTLIW/AMDZOfee+Lb4tVRW2Nt2AnV2f3Tgwlg8tIZmN0lvWY8cbWzDQHDMRRqeq5HWhZAOlY/Q5Xr+cBre3t8V11SxHeXOIjJFQvJKWEIaB+/t7Yhr4T/4X/zEhBPK6siwrijKMI7/59W/47/9//wMPjw/89Kc/4Sc//Ql39y4+i1ejYwOOGntPy5ZTY6/bfacYqBqpwTROZk0O7hVjJkVFwzOBQsjB8r0LrolGr/xQdoyi1t59+io0hZwgpp/XGeQ4uGGb0RZTu6+vCdJkTKEUTWYnZ/tcUYijA0azpbXNxYCjdq024iOmmzRMrp+EAUjHo93z+VkpAiHM3D3eW2nnNtHqxjo1BmSgVBMab+woA3lb5RWvIulpGykd+hqhYpBTY6SoVzVRt4Phn3CKqrNckZaCbnOqlkKITfp6F5S0UETiDThoqeGBki9fvM4NY/jVIWKBLNj7vRDHD/V4WTi/nDlfLizLQs6FlK3iTdRNYDW7P2RrkNuAIPyDTfLOD+todzu0UAVKTAyAZqWUleiMG4kDRiUMPH14YgoDIR6YV1jWBZ1XwHyqMZ0gFEK5kKYFaiAvhVxnSknUNZClklUptaBlZppOpOnAOMHxAC8vn1DNTENgrs8knRg1MuhACJVyDPzm2/cMQ0DI1OVKWWdSVOrszGxnUacYkWGgpoFffvwZ/wGVXBfmUqklcfl05usfv+N8FXIuHhNWrpcFivDm8Z43b+4JRM4vF84vL5RcEI48f/h/EURZV2WezwQZGYevUGau6wuX8wvP1ycymTBElnXlnDMPpzumuxNJBkK2CnUvKzxGoYSApIHx7o6j0yJDLcxr4en5TJXIUpTlMsMQOT0+8ObhgSrCitnWa87U9WKpXmNgioHLy8L1ciGGyDQdCQGu1xeOR6uuG5t/GyOEgRAy5+tCXgqzWIBqeoIrS13RoIxpYEiRNARCwqptNj/V164QB1KNFpRJIclIwALmcRx4/vgNaZoYxsRh8lTdWDg+THx6mak5c7mc+fTpA/P5mRQC02EgpoGvf/wL7g4HpqRMMZP0hePbK7p8ouZMjDOHKZHkyLqcuSbQ2QTW17VYv60BLReulzMv5yvnl5ll+Z6aOH/KR9uY8I1T9SClBbBNy9OO/Rq/P4fsft026lpc3gEQMH8LBwca02F3ni+Zrca07NIbbP7H7srb97su1u05TO7iy+tH/9yrf28/+ep7uv9kuw6bKQbXzXRerrdNpbCuC3nNpCEyjCMhBrR4ehxCECvVavGmIlrQUmwjP27ASa0gakWDYgpWKMNvpBarapuSIMPQl4d9m8U00lOtdEuTt1i49aT7+6E9r23s1ZqN1S4GMg+egYJCrtU3dOw6jZksoUIcttihBcVOcti2owSIW8wBN+OsB+7fcwOsj+39i69+V/elW6i0j3cs5qxI29j8zhHiKX3q2UnCDjja3XsLJL/r9vfAEWzAkX4eD3SdZImdiaw+zyrmEGvR9mXrQfFx5c8ZglCr97nuANDfc/xB4FEpxShwHlhJUBP4jJsB6ilCgjm8UntD9QAgwMBgneE5/XhQJSGyevWkW5CkjZng+aEbgCOupxOCoCVbCkOvplaopaHPnuZRi6ViuL5SCtFoviKWrrBuOwqyhZ4gFox1fSLx0PvVIDAnN2F0wlaVzjH30ALVYt+rasajnafHpbu2VEipKdRvoMXr64YgJhzsA/7mfqJV40kpUOtu17EFgmLftUpTm2PlT+4oc0TFhaMrzmIxFFNSA98aw4dejafrxCjGMPBBYNcNXXhYtE0WvZlwzdHrAb61wmYMRTyn5Xa87AbNTq/KF8A2Xksk7Ixoa9vaQAXUxNJkA1nE+0dFHWvw8d2XTdkMye5+RExwzm7Lr2dwYh9tW5i1jb3bguz7ThcTn9Xddxog5zsCeS226/+7ji8YJT/97t4/F2T7UgLeH+PIk3JQqzBmwu0OzHpFqz0wWFFUXUg8n/tuTBPY3UCkDZj8ziVKMGPWKqaFwaq0lWL5zD4HbpwZ6eEzqVcPxJi7X3BtvrQL0ACyNWcDGdqcozES1s7Eq/NKvjybXsSaefPmkTRY5aZWBCENib/8T/4V/83/7f9ODJG7+7uecmFC3Jnp7h6pwX2JvcNogG9zNNt7RQtSLYc+aPSWL31q1/yemldytupj69lUZdMCx3JHcgbFzHsrAlWMFZTrjWno8e4w2hrbwCahs8Qp/nr7O2coC0ja/JBgmbEoXsU8mxbSUkzvtslDAly96w9icdQ4wni089QVNIMMJpY9ThBTotbC8TjR9GjikDhME6EodS2+FpnmSMHmY8Eqj0UfIxUbm60KiYhsabMhEkPjRMXNLlXxVNmASjY5uZ54+I976Cu7XYv3aQzEGChr7i0ZZNOMa/cSYqC80ssWxNYdX0dDXxfd2jpjrQNr7bU/BcP0Dz0U/vbDb7j71S+Z3t2THid+/DBQOpM6kHM1kGS16lND1c3/vtF4+wccDThqE0bBnPmmSmZv2Ermk2cYgRWScjjcw/XKMmdePr1weT4zDgPH6WBsx6Ac85mxvrBMK+tSqTETgJwDWVdKCL2iY6yZnK9IgGNUxruBYzqyLC/MVXg4Ks+fvuX50wfmIXGYBg4pcD8quV6oNRM1MyWoGq38OgEZB9KYiClACowx8O6rd/zNv/1vuTtN3L39iun0yHWFv/k37zm8eUe8+4rz9cpluZDGA6evfwLrmY8fX2zHzlM5lmVhCMK7r+/58P4Tl2IMljln5llIMfD//G/+S/763/xPaF0ZUmBKkftxYrp/y3i4Q0VYq5CGRBoSM4HfXs7ox4+IKpd1QcaJx7sHltOV8XBiLpCzQkykg22ULEshPz0jaSBNo6U1x0K+XMwIBvMZ0yhWBa0Uzssnzgu8PJ1J48h4GAghuej5TKRAEoYUWEvhMl+Jnr4iKZCm0YAi1Jno25Bc8uzsJvFiASCSGSYhX848PD7w+PbHVFF+9ZtvePfTH/Pp40eWeSFfbPNBUuDf/vVf8/arR371678jVOXh4Y6/+POf8HB/4vk887Of/xn5cqLmSq5XtBaOEqGMlNUqNYeYqHlmnp95eBiRWCi6Mk4Lw7owrHDSO5ArxzKxrCvXKFz/4bPrT+bYx1C+w0XbZP/8iETZlRINLaPhFpDpQfd3gEGAawht2kESBDR+0c9Sr6LbAunAzlfdX2NjAiB4Rc7+uV0MSQMrXrUFO7b46/ekBxo0ZvRr87q9tsWq9uX9OR1Mak3kz6Dggb+3xRChGFvZ9LxsvR6PU39W6c/hzo4bf9VWfdCuV6RaJcINsfEc/8YkanIiDla1JNVGfRd6jKs1m6sqkTimm/Ztu0ClFtfgBCUQwoCSCClZqlQIiHjFNY//Ptuo+Mc8Wvzy6u+N2t/im11c+UoWpO4cSWmwjCroFkc3sMhPfhODyysQaZ+m317X3oa3R4tBfufzvd5gxgDe6I6tSGVdNmH/vGZPfRNKMa1qvCJ0q2D7fY4/CDwyRHM38SrUUAmSjP3jdDPVSorJ0cewpY+14Pw76GEmzmVOpGnvtFzO1uCe7tFQFg/udTUWFIFeJayVQJQYCGr0bgHi4LnjayHnlVwKS83EWqnVhMPsGRpk5GWofWzsNW2+xArwZurAw5ZCoB6cOlvKrceNqPFO8K3nrtLG+1YSkf393W4DeD6jBXWoBZahpQFKE6xNtwbY78cm9AZhmLVu70NMQzeizVC2UuNgjofEbVI2jaDekuL9TDvnDgzzlSG9MiTb80LtFvcLR++XPbgjfSKpB1bi7dPS5azCsafGNeAI9RxXuzFtwZa0Mdcaxz6NNK2tbRw0+uj2mj/rTmvKfjawad+Psvst8Bq4MQPXKiD0TzZgrA+a7Szt197uDWzw/rB5toFc+0WwPYZsbwKfJT780Y4gwiqZWStSV9s5bZUaQyXpRH+euiuhqVsgpDSx/jYmlU1vbGORWRUwM7IhRGJwwFWgFjVafRfC+/w+/TQonnZVC5kNiFPUdvN/x4Ih/hydUqzbMwWRGy0GdWdhSAMpRpZ5Zl1XTzs1p2yZC0//9m/5T/+X/4ml5fql13VlXQwAKLntGMtnAFK/Lx/3EoKJDYEH9D7BNWD1Ot1ZUtsVsaxiJS6VsGTmpwvXT59YP53hCcgGyJQKS4WrgzpEA5usbT/3QcTbNTsg0TNkZTeMG6YcvEKaM5SCZeAQ1DJ4G6ahu6/1PrRbQcQqtuUCY7HXxiFCVdZ5ZZBkqY1RPdCslKoch5FShbWYdscgiRgjaZi2DQR+tw+x7wMQv0FpuPJ3fBjwaoS94p/sG6cx9b7/Lntb/8EdarZ1UsLeztVepM3sWSUvK8gBmD93iEKEWvp8DLuf6qBJrwzZjOsP9Xh8w1/+B/+cf/Uv/wV//uc/5fHNHcMQiQOs64JIQUokL5klQllODENxnQU3Lq+E+H/v4UUoAHd0du/1wMPmg61anl7Yxk11W1qUPF85f/iAlsqQEvHuQAqRPJ95/viRkI7k8p5TuHC8OyFjJcyVeDzw/qU4uzsxpcjj4cgv/+5viHdHDqeBlAR0Ra4vTFSmY+J4iBw1cY2VWmakLJRlRbJy/vSRZV3MD0wDWjKn44FDnChxQmOgilJyZq3C8W6iHiZI5tekMXJ/HPnw608wDKRjhbLw9v7A11+/BQrXkpk//g0vv/0lU1iJdeb8dOHjm/8ViV/y97/+lnWF8P/n7k96bUuyfU/oN8xszrnWrk7h7uERN6r3XkJWTwgJGsB3oUeTT4CERAtBC6VEtvgASLTIBq8BnWyAECjRUyYpXma+4t6ovDrup9jVKuY0s0FjmNm0tfY+Hu5xM/NGxHQ/Z++z1ixsWjFsjP8Y4z/ciHcbyDO7hzurvpYO5LygIXCxuWJzfcXlJ9do8hzuF8Zx5Ob6JS+vLtjre66vf4YukWU/48QjkjgcF0Q9xwTfvP1AEGEYPGH0bfDmqOQ8M3kDqfzgGTe24yC5RAUZyi5OmYKlpm021wiRnA+IH0g5suwjCxCGgdEbar4Uj7VFAHs0JCTZ2k9iJHTqAko0UDlmsndGku4dXiB5uH5xzXGe+fLrr/DDyMsX19zd7/nsJ59x9/DAH/7wBd+++ZbNduTFzQWSI//4l79kHD3eC95B8MKrm4mQLgmjI/tMsgANyODHLdvwChYD+71Ectzw9u07Dgczoi4vjM8TWdjv35KiA8YGBvyIlfVnfTyfonK++J8RpkUxXKPlTw30CiKd338t0lP0oFKuXlziOcBJsX3SnM6uFHw88x41VytNH3pyl4/oLP059g4Gvth9kumIuZZh1fXUzsnoKpDWPeuk+7C0rwYSQIuMF1Xj183m1BSqDC/7flYymWnalBtmVkCqGE0UXjFX7cj1a9M1Y6MqAUyI56aV0WrknphXjkozYLfMZitkxQUhFM9bdRglnRFCIQ/vI4i06HzF5uxMf5sjhSu30k2I2efNhnluzJ4BTL736O9z5uCifawnp9ejnzcnvFyqqESjbilzL0MHjJZziz7WFyNZcYI6v2QdjHrv1TShVnbqM0z65uv5GuN0DahqoR+on/uWTnmuLL17/4H/xf/qf83/9H/2P/9IZ67HjwOPGrBRjVS3El+ptvxmJ45UgJ+c05MXBgMx+hDIarhT0M/6LCdl+qVcQFMLLzNlt1RqIYNGYk/kTSWCMyXKyfpMFKvxTKBGBLkm6CxFyxbXWWxFhxg6dxYt1AEuNY0sZylVfMp3pdxlAwyqkd7z0zRhXICPJphWYKR2ZWXId6Xcdh2TeltLb61GrnFJSSnvXEt41/eqk3vNay3j3EUTWbW17lwRhIwrKRTmQShdJqvhUBeWPasQ7pZokIbqF2GhbZGVt66RH4VpXivIcS4/fAmPrAZuFayFb0aLcrwaf1Wg9AtPG5HYOj7F6Cx3XQVImQtV6a6Cof1arjibPtqFK5Y7dpvvU0G5zoU6zcpvPbjpqzAqYJdiYZhtvbr2fPtp9+wxXE8mrQNR2kVLFzzxMvyZqU41zNLV9NMiM9CMqpBksblVonEStuanoYKo2o3CejRnVhnHWolvHev1GWVyNv4VSkRI1koguW4aFYzSnCwto2xQ1Rg2If+xaDFp0YwtfbM7cgG86qdezPsTY7RqQGrGghExlk2veMMe7x9NbhcAXpzJ8nEcW/XGvvz5E0+drO9mcy61aVO9WimrVVtKCrlLay3AU5PDhctu8Nbdc5fO5QNGggvoAHFvPEeLFl/cUqKPilj1wDFaCu/gLWUtZVvXlJ8V663y1TmYBtMZU7boI2M4Wf+oGlB0XIwcO4g9Ny2QAqShcH8kJSdB/WIk5KUCSowLMs9sKdJKpHmgcs6kuFCdCG4YCCGgahEZa0Srayl7/Vpo6FYN/8R1kSSrDPohR++VrfOtVbvr54NauHzOlYOorouqL/SeYuHUK7vOoawDKrZKT46g+Oq8sg4rfXDqNa5g6l/s8fjA/Ydb7u/u2e92zPMVeWP8a0NYHVfOB8ZpwzhOBfzxZb91f4KIrgPFR6812VcWjIXH1YVtCnNcYD4QUIJEdscdeY62t+TEw4dbPnz3LdPlK+b4hugfUHnJcVHeP+z4ZPtPGINy3O057jMuBB7v4N23b9jsLtGbLdvtgBMl7Q/kdOTlxYaL8JrtpXAcZvb7hdsP7/n9F1/wzYdHdvORYRrZXFwxbC+JbiBsRsQp4oXsbR6m4mDMCq8//YyH+1ve3d6zXzIvXr/m4mLCu8zgEn5yOIkc7m9BlId33+DTA48P90Q3M+jCvH8g7f9f3H73d4QwkJeF93e3LDrw6m/+KYejeYJzjlxfb7m62rLdbBi3I34zoAuw8RbpI4pMI+iAjhaB5rfbsnycOW3nhSVmttuN6UbOoeIZhgCu0gGYoetlIegRCb7I9WzFTzaCn3yvrnI4HEkpcVwyk5sYnCP5Iykm4BovC0PICMYDZQCOQ9WvuqpapMOyHI23juoQLiAkIE4JDpa4sKRozqycOR5mxnHkq6+/4XG/wwfPz3/xN2w2I8UPysV2Y06Y+UiOM1lgczESk6U85nREOeJkRi4SWRKHmFHviW5iIXFcZsQp42YEhJQd6hLzknjxIjDHxPZ2ZN5sOGwjc8osx++JSv6LOBzVgqoO3BMtSPp94qlQaGaPrJyxP8zDUU/tnF667vsnkc2+OoCLDgVma0KTg6ar6x/d01aH+0eb9f3XF/JrYeXco5BP09my7Rml8FK7vv7tSkCCq/u9ATMtc6NzXDpvQQOCR1moBtb6rHWPNeqPErDQ1h5IiSZa7SpPdhd2CZXXNyEaS9pV3evrvlpT7NXS1XKJ1qwyMxlgZCDRqjeWcPqmpzbeqtJBUilQSpvqGDVuHree2w3i6c8fcvTzUiuQWA3V3PR0683TWdBbBidPbMbUOm9EzSZfKSqk6DP1khoMUtL7odhzufXxGg1ISTdbn1yrzp69HL320wCmcuSOn6kV0G1UHXXaOGpgRM6Z3e556oDz40dyHpmhtJJ3rqV/+7xSxZRmTblVEutwigY6rERdNFBHsclouqURTxkklKw0YKkAk8sipnanUvgXivHcdXQz5ouwsclug1mr4dh5rgm10to2AVbAbFVW19Oq4OoBnDXypbVPsZST0mm5VolrYISArtc9p8lp/3evlMtp6mAlPXT9H1/KyeNa2e3ymmUB5baJgBlvXmg8mloFTbl/NSRbOckVnTidOELrh769q8At17aQgNN7iWoj4EbyirSeoMXu7LmlEoxIq5amZRAEIQv4zjzR7lkf3V16EOfs/Z77veyrnfBan3caWyRPLj5tgbS/e5tLxYBO14FgTVBrNcqrFdmtgy7NqbW0jUMdZ9aNRPp2/3keznW8ZWIcYTUtkkLMV7ZBS5Vsm3BZ0+U+qgXgFYd47TbdpxtLJemnACtJjSS0CflO5iFy1uc1+gYQAzNrMpHmNTfr6Rap5jhKp7n9672LvKpzhJrKllsutCQhSQGDwKoUlnb6IsBztnLNPpjHokZNaU2PqX15tonXNd43vDoG1ojQ1OThqktUImgz6sQ73OAZJl/AFmWJK6iTMD6i7EDnch9vf6Q4v6ooUwz4qRXYRrUsGyNNX8dI1VLVvBjQVHmO6s/qDDqJOsoQFgOv6gk5WbTTEsEntcinUCqTVNmdIcaEzAspRZDQpH0qc0o1WelpOItE06JAa5MM1v5MSpngpzUPTzBeqk7LeQ6zefYonXIeZavQKTprxGZfiaSV8OXU2dCcRDyFaxXfCmxQzliPBJhfODspZM21T6UNiuaqOP8I5fLP7UiJ2/cfeH97y/3DIy8PR/LlJX26RI3cs3XVRYYZAvs9e9gzR9U/vi9i3SYhFTBftU8t6OqCHvfE3SNpPuJyxOcIeYYUyfGIj49MHNjffst+/po47ZAQWSLc3j6wuXxFZCAuM/NxIe2EN99+4LDMaE54XYiPjhxnjvsdaOT6+pIPuzeA8UY+7h55+80bvv3mCx72VtU3hCuKBAB1RC1UB86j4q3aWoaYMlt95O7+gYeHR3BCGAecJF69uMIFM5qyKofdjt3tO65uXuJ1IS9HYpy5ughsh8C8f2D34Rt+869+y3Yz4L3jOB+QcYTDV+TDHjcMbKcJyTOaBecviBq5e7xjYEMYRxyBRRMf9o/EkNH9QtwdGcQxiGOz3bIdJ/QYkZgMLColxXMJUrDqnpZSssSFwcEYMsZfaXLBidEWWCERS71ejgeW+RHnJlSVeZ7JKRGXmZwyPgzkuKDOIT7gnWk4cTkWhyYtokKB4+HAOAacVAJhNX2uOFuc8xzniAuOwQeWmPjy66+5ub7hu7fv8N7x8tULbm6uySkyzweQTI4JNIJmvAih7T8RzQuqJsFFEkqyaH/BdMoQEJ2QzQVcvsBnT54hHiI5LahGkiy8SVfElDkcF/ZzZk5/6cARTbepKm+lO2hGia5nrnK+Hr10XnUo22m03bPXGE/BG13Vzu67okBYlgZdXH61F+Dkd7tkdeA9J/VWW+rvd6jqk72z2QPPPSIvVB6wWl0N1ROagbqXAi0ytxVqEWgBGu1s+2l6Y+4+K33inNmQ1SnaAVFrlJhlU5Q72We12JFijsuSVqhpIedoWUCaKksDUArKlHXX9iGpWTX1REvDzznbv10duxpAUNPWbA5lldUB2oMprcOrHtrTsjw/tq1fe/7Qzjaqc7Dqsc0J1euu/SRtPV1G/fyxdf6JtLOg31brmFibe7yzwQB1TJTuX0C1K7oT15W6FuLqH9UyLFq6e7EPnzzx7H1/4PGjwKO7uwMvXmzxU1+dqhgoavnwmqsRe8Ym/mRhGdqKc2U+1cWkJbqo29RKlE+r3CbFDO+EkbiwGs2NEb1+bwsn52xGV9bTsuvd4qwpdtXYawuuA47EPU0Zau1o59vCr8TfdXKGUlknlypwFZG1u0hthv2owImcfncKvhal3TJYGvZiG4Ev6TVWwlucVcxQtIQKdsAWNjkTWkhxFbREcmmpMeXqYu/6BFkfWjvhyZif9Z/0ldXW76mhqfU2bT2U/qwAUmv0KoDF95X7sEoiRQKf9K+sbdQToEhOfpxJkIJPf8/xjLEvTTSvKXBS29M9Ts7EyzMy6fRRdTYU8OhkcxRKudt1rSAdXxMYcHj22hUgOu+O59rzZ3dome++zFHMMHeFPB/VVkUNWb0fWfOarkPdbJRWCKAqLeePU6Wk4ltkUc6W/oD9O9fNCIDCJ1YNurpmO+nYe9bWdLpVsXiSHosRvfcta0+rALi9IKjJvCebrZa0YGhGvwFF9n3qoo9jjC0CspJmr1uQ9W9dr7anSrtPA9qrvVnla32RCqo5qwBIMA445x0uePzoCbnwOx2N4NqPENWifkoADqXgB91wklkro9X+TNl4k6Zg9+pDkVUhCQxCs6sSBh4tdIou67oI5bmo8SgNoRMxBUhCYJxGwjjgh9GqrRVCzJzM+BG/EkjXTV7UFMEaIdbSXYvoqwUY6gtnzWgC7xQRb8paDZdf3V+0Kp0/ZGVL10EnPdmvF2mnGGC7KjK1fXVd0uSSPLmjqkdbSeSzb9Xmja2v4qvT1WHlqiPLwdv3D/y///O/++Pv9md8HG/vuP3wgfuHB47HYynrDCBNJlh0WiLFhM8KpVLNnySwpf31kaPM+rqIci1tmC0Efp7J+z3z4wPx8R6XEoFEjgeW3T3L/oGQIxd+4fH+gePhA2nZIR5S9uz2e24/vEHGS+ZFOR4X9vuFb799g/MBJ7DsdyyHA8f9IzlFpiFwfXPFu4cvDRhZZu7vH3nz9h0Pu3uGyxdspgsuLyY2lxNuDBySY58zTrVzKHSK9nzP7rAnasYpLMuew+6On75+BQjH445AJuuOeXlAZkc63LG/e8sgCU3KIUX2hwPfffOWt2/ujPtsHBimwNU44fUelx5wfiK4K5wm8jKwzBu8wPyQGF3mxYsLwrAhJeHuccfFJyMROMRkqXbJorMuwoDDI76i5gbYxJTJSyS4UiFPleU4M6swFT1EtBpvrFQKWgsuJFJamjMmLYnDYQ8pmg68jByzR/2Amya8mLTNaWEIW5BsVYtTLA6DTI6xVFyrYsuivkiK1VyxL2KK7Pd7dvs9KSWGwXN1dcXV1QXjEJhzaina8zLjyFZF0wcm7yz1MWTUrbq+QEkDElAHeJwLDEHRMbFcvUQjRBSd9wUIsdSU+2NA4440LyxLJn4sMPgv6GiFe8Qc8rValmqichg2Y7qqmNX4bMqLnOkh9peUyownxnfviKz7RSlMlGvlY87ve/ZT2nRt7al7g/ZZF9I1u/cO8vfXaaW07+R49qax6JslsrHYjEPh181tsy96m3PF6WX7t7gKDThUcvesOi5KzemQahVIjSIpoEHV+0RMl6hgzUn1LgUc4gbT5UwgNvvU7OaEai6V0Iv+qAnNGdcInbVlquA8Ip6MR5K1y/lArRBb2yFV0aqCuE2Xsw491xf02Y9PPqzASSto1DvAnvld+4nZ6y9dT53+/NhxuiZEqu626vKS+7jqNXpobZeevkc3V86fY8lNqekFymqDaHUat+1b1/lTn6Nn7/4Djx8FHn355QPTNLDdjKuxXwyRhnDaOxVkVBrPRGtnd0JMCXGZ3ICFJl/s9k5sAYkRTYdgyKQ/mzAi4Lxv4fLk08lRsY24pIYe13SRmvpFUdhr+Xak0gCsRGj2n8UIqMaTtj6HbrdSyqxoYxgG+z1npGyuuQvFfzaHWLvvCghWn61V8KrlYEghV6trkWaYWvtSyZEVHzqjxDZVS8XQrs+kpN0UZLhGMBVFvfaIShdB1B1rdoSs4ahSBZh0nAxlE3NGSFcb0CZ4ubeRecm6gdXFqJRy12sTVBSNlfrDorB6g6UaYicRG0ozwk+Fxlqy/emx9nZdoFR7q/R5FQqujoOvNcefu9tzn63JmGsb1jlia01LP2JCGS0RWx3XGHU+2z9cmc8NKG1G/9OWfH+++D/80Ue09UKUJpdMgehXVtYMmZW4rs6djuPFi1u53OBU1hWC7YSa8dYJ+Sqeq0K+Cooqn7q2f+SdTjYSXZ+fqhLXK25tN13Xr2CGXc6KK+me3tfKXWUNaEkhA2KKaznwcrtlsVS3lDLjMCJ+WEO2qUCQtvkurF4uV1AVTdLAjgog48xwUQX1tsE5FHIBjYqS4gqoFELEj8BgJNSDWmTPvCuv7SydLVW9t9c7OOXnWgp/UvC2FKvkzkCeQAsjtvPGgVQCmppEqPxHIzA6uNjYXjEfYHNRSLQ3MGytPX4DVzdX+GlEhwF8QMSVAgWWf5clFxokKXpdrZDp8MFST7Ru/k2JbxpBmRtVqVMLR+8Uypo+Ls6bcwaHhO7ln25fz4I8TydpcSx057Xxb3Kl29udsDJQ1jn+w5SWGslcDX3bQzsFwxtHxH/1+2/43/8f/+MfdM8/2+Pxgbt3H7j9cMtutyfmbGkOLczdkM8KIJFzqYL1Jzzrh4h2LVwOqoa+xgQpWsRRTOTjkePu0cCjhztGL+TDI4cP33L39muOD3e8uBwtmmNJzPOOw/GRw5LBTRyzcHv/jrBZOEbHw37h7sGIqXePFlr4cHvP+7fv2D/uuLzYcHN9wbSZ+PL9N9w/3HN//8jd/SP748LF1cTPL694dXPB9etrpstrkh+RObPbL8a7Y4SHxdjyDN7zsNszXV2w0Yl5/8jD7Xvy4Z5f/PJnLIcDH776khCEafRcBeX+29/z9qs/cHj4wE8+ecnbb97x/t1bluORr37/FSzCsijpmPE+MAxbhmEihETGgQY22yvECfPhlmkcSep5OB64fCFsN1vSMXF8fOAn22umYUBixCXYfbjn8LDDiycoyJJxORGclKgeJeaIOoso9QhLXDhmZVSTPd57SB4lkpZkDsSc0ZQYvHGv5RRJuhgIdNxDXhjGwHJ4z91hwA0T27zg82SyNniLxtJEXg4WIYQwBW9O10J9UKNcUjSgaomJaZrYHQ7c3z8wzwuffvqa9+8/8Ot/9GsuLrcc9gfu7u5wYlWe0jKXSkmKF8fgHL5IP++r8d0Zztl2A9GASCkhLkrwA9vNFk3CUSMxZmK0tfUivuDq7Z5jntk6e49jVOb4w7ng/hyPRnvhXNGBtDnFvTc7oeoCglCL1pwcRQ+BTj8CqhJ8EsnflNAVJTC+SEHiqjJL2d9ahsL5UfRdU7VWjlsjJKiVdsUi72pTzm7Qx732wQPPqvjPHCc2bXsv4aS5Vf+Rj7WjXCu21wueVKpXuqEEGUhx/ElaAY1S9v65Rq1avJKdlmjr1WFvNphVZ2330xpBr0U/NfdMSkVnKHxEDnAaOhCiPNb5VnVVvIFE4gKKR9T0mzCOODcVW6O3f6qRWG0POfu977e1A58ndaebQHZ+iyp6/uyT56wcQN3RxjavunFDuFYHc5+t5Pr7AdUa6O+f40qJU7EDx5puv/7dra2+zeWvalsqkNOaBlqxjJwzOebyjrUNayTWGokEx+PM27fvvqenTo8fyXkEq1ee1eCUteO1vKmW1HhxNexubfwaYpWKsW7afu1/L9WLLNYBmooy6sp3tZT7iqo2bqCUygR2DbCpGYiEQqhdUlqaIUMRQrV8chEtOTuklJr2dcTafC7GqKyD3z5fe2sFDMTIvkM13FwpRe08x3Ro/eZLpBB0C6n0s5HcruH6VdC3tLQw4DcXTXFHhFwAPj3XKtvkL4q9l0JK2oVCyjo2K3LcpSoCmUyo/659c2JIlHfxa3jiiTFdF6Azsu3K8FRBoR44w/vmwZY638ppLfWmGqjOEQZXFjdYlaP6Tp18OTme3zlEoFZRoY13/a4s83LpCaF8eU/B+ANq1Qh15VldI07Zuurl65zSj7QtZ13Zevuz3Apg1D5YgcFVuPZ55j2pXg8g/bkDR8Mw4IIR160gdt2xnz9a6mgLeZazFMNyXqcQnCtOLY1WhAHLVTcHkSOixOoV6pQgbX/WsVAnaxVCVZzqCqLy9NlVfv2xQ6RGfChIYNTTVOGqWsds/Bvp7P1ozgBhCCMiztKFSz6EtSmtSklZjJZWXJR1TKlwONR5XFA0e9QNWPnTiLpcMqwykkqbg0O9kETNGBqEcVJkgHHjyArDnIkPa268OAOEUsET2jpyFiFUo5/SAsvRrgtiAFGV5QgcvX2fMowBPlXI0XiFvsWikOqSK5zlxKNRvqQZ5IJTp0kZ8xAGGAYIAxJGhmnD9uoF+KEUajLgSFTwzsrfhmFAnS/e8twB7uv0buBwPpObup4p4tFGwLDuKa6Fa3X7Q61smRLeP6ciSLu56fG57S913dXqhVLSSa0N2gCkFgnVd9APOeqj6/hqRrIjuxqz+kNv9Od/fHj/njffvuNnP3+0pZUozgCs9HmZ+DmbB1g8pjz9IDTojxwtvKv/sCq/dZMFNJN3DxzevePx/Xds0syQdhxub/nmD7/hy9/+LXffveGTmwv8zcgXv/s9j9OG5AxImNMH/HjBePmCxEDaJx4PibvHhduHI2++ecdvfvsV/+SXv+Lh9p7dwwMBQSSQ9JH0r3/Pd4e33O8emGfLa3316oJjTAzesdmOTGNgHB1uGlh0ZjgYn1hmRksKb1ZB/JbkTb+yyJhMigdud498++VvWA6P/Jv/4l8wOGE7mSG0j8Ky26F54e/+1b/i7vaO+/cfWB52/OxvfsUX+6/IOfLi5Qt+9ouf8eqzGxJHXr24Jjnh009/SszCkiwiZwgTg44sMhD8QPCBxWXuH+958//5W/6tf+ff5iaDny44ouznhf1uNpkcI8vukcvNhovNxDgW/Seb4T+4wJxm8pJZsuBGD2HAOUfMqVBMVCdDsJL3PpA42tqVRPARXGIbPIflEYkTToSQB4Ya0ptmvAyMwRMYCM72gOWwY7MZSWkpW6ztG8fDAR8cf/jqCy62F9y8fMGrzz7FibC92PDpTz4D75nnBc3KNE2ktBBcYPPimhxndJnRGInHhZQTly+u0GzE+15ykRc2b4SMyEBNKcoaERGmYSI5YBLicWH2wuxhGDxudIR5wIeM9/njxutf0GFOBgOibf9RUuVIcbkAGgby1Uq0QNMJahZGtaNizcY4A4vaPtU7wwDn6x4hSFgNfTNoE8H1ccPrpblw+KzG8Pr1ebpTVjUHYamSLe40Xboa1da+pdtTv+eosq97x/p7dUL2xn2Wkl6vUKOxngQIADklozXBFRJxh3OBlJfidCmpYqz9uIJtsnLOFj3WQbE1KqhUgxnASV4rV9fxqtk6hW8zpYSwPq/qeVpy+F0SlMEqjYgC+9Id1aYwyhmfBR+KHuBGkFD0jRoM0GW0yDq/Wv82DKXr66r0nQM+/b8baHRq89VUzSfqbm+Tae1f6Rz/7eG0Xu1t3Wprnh+tOVqyAcrZzSbQ1Xiuc1cKL1IFUs7m+cntdQWd6utKp+M9e02xZ21O2rj/i//yX/If/If/h+cf8szxo8GjtcGUCgqngqL+bukcZjzkrspKC7dzwuD8UytebaYY0ZPxHKWUGYZACAPeOZZCJOqcL+i5Y6kkryKtolK7ZVFc64wxcCWwzsqSAy2GBq4UPnIiJ046Lgz1bU6bj9Jz0IAWkmfjGUqkJjCDBCN/HQeOxyOqiveDeaPLUYE6wCAE75FhQFIuntcSC+UcIXjCEOx5XXfa8jcvbU0DNEFSEWmbuzkrwxC6vpNSEcfhQkmDk8ba0YyW5/wvDTTrjwoCtbep4IUBR+JcM5pz7hB76whDVWNqXhLO1lMPZpqQruMgJxve+YCaIVOAoQawPAULnju0dPJa6bHbICsYUdvkSjRAXpXvmud8usjrpls+K2EPPUrcdidhFZidwF2ho3ryqWBrgs65pgidbqrtIX/2hxMxw6oDa8LowQ9nIIuBqILicjSwVPutmFV4t8+0bZ96NtPLKmpof/MaqOKBIFaxxyk25uW7jLbolfNDWBUaR+U1OjWKVY0kv09Fq22n+2y9pAPaqSleNVqkVM2oeWq6Xtrb9ykmsqcoksI64ZNxq3kKDxos8VjAh6W8D20jtMpqj0UWmOcdX0EIb3xF3ipoqTPuqaVUEnFTwV4CxCSULLta2ZZcM2GrklD+uLp+WO3hw7GctzVg1zvrCi+WuiYeXE3dKwEdboHPgAMwAZO3Z0u0YIxhU+iv3PrMXKr8pGWxNMFokatDUIbRiMydC+WPIzshxZKelRM5u8Lbtc4Q7wZcSX9OaiTkNVppHLf4zWgvkFlDloPgSoEItOwDNXekB47ODs1Wes6XfEDNmaSmvD9Jp+zB8BqhWjzLJ+BnWwv5B8nY/vCFw6xySZrn9kfd4i/jGD3zh3e8+/Ir3vz0J9z98m+YxgDbLc6bY0QR8zbmRMyJQdXItrz/3jH9Qcf5pq6+/FHjMdIZ4m5VerFUsOW4J+/uud564s2Wx63nMe04PuyR6YrrEPnids+X3y087CIyOS5eKO/u3/H605c8HGZ2+8T7h8gXb1fizrf/+ne2lrGIv3dffI0An2w93xwShzINLgZlHCOf/vRTYjpy9/6WjGOTFBkWFnX87Cc/IQ1bbu+OHKMyjY5hc8kf3tyiOfP73/yBtOy5GOBygsFHvvi7/4pBI36+57d/9xtu373DDwPXn/2c0QvjODLHTBgGfvlPfs2vf/ELfvn5v8UXf/iS3/3ht8QlcXl5zYvrT3j1yTXbiy3vbu/J6jkcZ2AiDBviPJEZubn5lOCueHyIcP+On8zvePH6Ex4OC3MEnxcuX7zk8tXAQuDLb95ysX3Bq5/+I+TDG0Qjzg+EwTMMQggBcbAZJ1STCbnZCLlDEJABJ8ZT5IMnBCHnBS8T4pXBJ8TDoBOOgU3wwAwSGKaRi+3ANDpSzhwipOOOBSUtkbjMqKaSaaBspoGUMrvHHbvdIykmHh7vuXj5gqsr65txHBBxJM3My5HgPUMYTG5FizK6Gj2aFpayS1swnrAsmQ9v3zO8uCicqQXMLh5gVY/oAOoQtSrRSTIER5BMDNHs22AgiurMEHxx7Bas/e+3uv4sjpaqCVDk+RpVzKpD6nOWTjlHqwWlhLCWbzebdNV5uqesampWsiQ8JQtCpTjzzGaimmhPHvqcbn6mQTe9qbxJ1Z9Tb9vJKr+kr1Bb0nIbYh+NQ1O1YB5CLXdf++kcwLKf1S7X4tQutmbRx5RV/6/R6GvbXKNXCGEEWSxgoEb4rGZUccac+v2r9uNcBY2q9FRwSyFjrhx2at8VB7vWz9FWVMd1xajs3YwcXwtIoQhZLoGRnEckDcUntbRCTWtI+GoftwpzVF3kfFjliV5rIGAHHp2N+w9RKaptX6+B4uBknb99Tz43EZst+czz1jS1Etlf26WKd0N7z9wFrVCygtb7W3qhplhaUNcTrKl/522CNV20VKM9AbjK39Kd38C1HyfVfjR4VCewK5XVRGuUDOuLOMF3CJ6mPtTLTh6CJ6a8DpX2nEa2sFNhBXdiOddRZ6I4UBCnpcy9iY2Mp88NrBwz5e72e2W5V9t8UlWskcYNJCKEEl5rg18mmRZyTkdZCJaWVo33HgGvoZjlZU8qm9WKtq5ErVWUcRgmu3YccWGwBXki3MuAeUcYR8tJTzWyBFqagHN4vy4CExBrpFgR3yV0ePUMW4pBXhdlvWfltqoRUSJlZyirRgq6XwRjE8puTYdqE6QotI1+g9oHlIIc2VI0YA396wSza77lGllSYnLa/SrlMGXhrDJH0I5H9HSjSX+c0cjmRaeQt4VckOR1nM5yklo7LarKCYXA+/RIpAYUrul9VW7mdi9rfw0lpgM/5GTj6LdORzcO6ws1w772pevOOQGyhR8kkP+hDhccqVS9dM6AFSla3onhqmu/uzPBK93ftD4plz0XIkwBI0QJzrF0HVTP9qom+6R66Oo2KQyw5ryn2MZLpAAPrZ1CCWbqvASW8iq+2yyLsqS6eggtesDCnlMtzYmNcwgeHwxM8L7kby3LqlA28WG/pJQacb0RpFagrkQ7l7S9JICkEjHaeRLLZuqckEoSmZX7zqDJqq0sC4/39+xub42IFfNApmVBPGwmj0hmycY54TxsNjRSogZ2FfGj3oAhoVCzlO89RTfsx1GBZOBR7oNxylioK8DTAhtg42AcrHKbH+yZhwhha8+NRbfM5fplibjjkZwSLisuDCRV4mEmiGPaWiqbNdCVyK3TiDWo3t66v0gDgT+m3PeHd460WDSR+IJwVSFQ+q0udlE9cQDUOVb3y4/FQkoh+NaUEe9K5aVuNzoDjk72tx+gu0ipLIqW/f+PX/KXecyJq1/+nJ/96pd8/tmnbMbRyMdFmKZNUSyrEj8SvLeQOhlssjtsAv+pVm7d6nqDJBs4pfOC5Nmet79D79/C3Ru4f8eHb77gIgQIr5lGYTMIkhd290cOW0VI7B497+/g3R3MkpFvH3iblKs33/GY1aomnkWm9RQzC/CIvdphnxg9XAB4GC88V69f8/kvfmFrJQzs9wcOMRO2F7hhy3LYoRm208D1zQUXlzeE6YIlJtAtP319RZp3EPcsh3vevdmzu/2Oz242/Hf+8U95MSn/5l8Kv/3tdxwPv+fTz15z3Dlevv6UYbPhk88+4df/5B/zyeVPubi4Jqty++ED4zSx3d7w87/5FTjHu9s9x93McohGFBsjw2RG+Lyb2emBMEzcXF7z6vKn7I9HxmHgcDwwqBFiJ8CHwD/+9a+MPHvw3LvM3fHAxgvXVxNTgP3xYLxCzhyMDmcyelaiwjCGoj8WPSCbjiriGGRgcMGuzRYtGkTYetNqnEDICZdtj/Ak0pxbteW0zOwOBy4uJlJMHFCWeWa333M8HpmmkU8++RS/3TBtN4RxQIKjpgEN0wBZmZejRdiVyrvv7u7wOXK1Gbm4vsI74bjf89XtB+R6QOOBKYz4MBC8N7dROhbtL5Q0TI/IBj8mJC3oshCGSNg4wgzukMku4scBGQCfyUTyX4HkUdWWCWF2gumKzps3J5foBMsK+H5RonBW1GE9f1UlztKg1SL1naxpPXU/8H44McrtY32y81Q9rRnB8gywdIIqrXtlvVZRI6zPsz1DpcYwfPwo9k6scsrZZ5UKBNkbvhRXbtvaRLv3qqw0qEYKvFN5g7J0WIJFD0shmcdhPGbGSo94JUdtCJTgGjCmCNrs9IxIxKLujHf4FEixcVzijG9Ot+re7vq1UIiserO0fH6l8skFhAl8QPNALsEiglh0PV0AwTrIXf9yZs93p+TVUdyGtnz5IzGQ00c2MHH9XM/b9uy1K/j63NH0J9oQnX4PJT2xv6C04yzKqjpja8Vd4yaW1YqVdWRUasU+Za3sRtHF3TovG0rww48fDR5pAVGo6WjNMMPC5gog4r1rZfxaGbxyjhMpEUWpvajhDYUsuSHF5cbFlrGiRrkpTqtSWkjwauedr/yiQzlx5fcyYWMyo6rmhRaODR+Cefb1VKDVReZ8CckrBHOwGlw2KL6bHBYhlQrC6DZDEQLSzSABn82omyZLFRDWRdMMBQOm/ODJyZeS2pWsrOIz0kjorHR4mZhlcjgsuseLb6Uha/i7GQu+ZUZImXi1v7QaN+W1T6LJui8qONLe8QRZXBd8A7NymRxIC91s/X0yoaXNo6fzXNdxpbaPkv3OmcH144/exjLhqOtcpc0CE7Fl7PoH5bLgRcVSD2StonSSc9vWlK5gx5m06aPRUhlf4bRTqkBooO05+ix1Pq+fu7aOngq3kz3/zw1IavuMYiTiBoiqnG5MfbP7FEt3dqMVja8b1ln+fQeGaHZtU00mlM7ylqECh1JkRBuOMwOpRlFElaIUmKe/kknS5reF2dPJv3p91rqDm2Xhks0V7zzHZUFLMYKsSlDFl1RUVTWlMeWT0OimiMn6nAY4lncrXUL1tCCnBQs66AMRSGWrA4dzAxLsndI8Gz/HNNh5MVpEJCWNpAimKp9StrSzOVua2WKFnUCpxUMQhblUQquk2hXH7ijX2hyS0vWOQs3j15kg3jiMxryCS95ZJJQfwGfYbmGaIAzlWqUROpOFAV84SgSOxjMigA4b3GBpy6IGlIfRom0ja0UcqevWUOgyDv3+1L3UM2XVmresvmhTVtrAlsVhX2T0dMF38rxLVHsiMGrEUVZtuff9caLgFxn2QwRz23OdK5XW7NmtSNCZTPtLPva3t9y+f8/dwwOH42zOtmzAXCp7xLIszMuRIQ4M41RAn+ox+RHRR/32oWc/xcSJZuOnIUWGlQEfL8oYHEyei59+xv3bd+zv7vjmD2/46stb3t8Jmjfsfg/T9NI4ZTRxVHhUOGQrQh3nXIo9//Gm1p+PmF441ewJLyT1jJsNh0Pkiy++4fL6htef/gRxI/vHmbf337C9fsXF9QvGsDEOoWHhH/3qc0DJ8Uied2g6cLj/gIt7hjTyYuu4vpi4/NXnDFgFua+/feSf/KOfc78/cnF5TZi2CJ4vv3yD+/SC7WbDOG24uL5mGALjMKBZ+PDhljdffodiTlQkkHVgCDBdjAQXDFAHps2GF5eB5bu3CMJ2GvECx7gQBsfLqw0uBCOqVmG73RA9BM1WsEVs/Ykqidl04G2Jyk0Z5xI+bGwd5kTSRBgcy9Eiv7wLjN6i/lKK5MWI0p3CIIpoNM4aNTfc4AfLSDChTRyEHJdSJTTx+LhjWWZE4PLikovLC0Jw5DFY9AqFj7BSJcDqqxSxKHgVxmQAQ9LMcZ4ZB48PnovLC+7jQ5n+Q6k253GleI3phEsxqheb3FGIS2Q+Hjgeduz2j+wOj9wdZ77aj9zPM2/3B7JTC9Bwf25K0I8/gg8njqLVuVSoKUSpBQ6qSfV9kjVzWvqnL/tuH69k2dLJmlSMYNuW6kb8fATJucviWVOgvEuLrm8pQZz8XGPzn3xR1J2qg9W6zObMkufixvuGCObYqMBReR9rV91Cq2w2e0yLneiDRdzV76uNa2ugOOSrk7zdo9jZzSNWdFInNc5+tWFzxkm0yGZdgzUQjCetvIpzYttIBZY6W7xTRMrjhZIfBxKMeFtcMWMqoLZGHSmQpdB3SCZJxuWhKpHrPOue0UyqTtd/aqOsH/zQiObnIpVO5wRN3+nn7HOuswqAPneYg6/q7EaCjgPJrqhqqXSx9dN6rz5jRChWRjPicirRS9XZpzXoZNW5qj3TLNUOz2i3gif9+ceOP4Hz6PyTrqt1bVAFD5x3TQChaoEZ0nV9W3SyTho9SaAp71uN7FI5opnr2tDSKgwqUSdUhboY6qzeXFVD3nKtZ1qME99XJssVNa7CqLxTTZfj9F3N9lPUu0YiJwWQEfUGFPiSdyrS2oM4fGnPMAwdeLQCEk3pLwi3Kwq+VRUr7RexyJ1myJ2GwYF5qZDqvV5T1ypooSUKiSLgXInRtebISeW32h9K5Uuxs3Ip5+3bLtFPmh4QKv3X2TOmwNSoGzmZby0apL+dtqavfdROEaSMbU0l/Nj66FH1LpZn/b7dgxVdXvfdgvqawG4bT7fobX3UOVrO7UDOEwCp3vtjjdVnf+3e5UnrTz85u2+zEbqxbcBtu2B90rlO8A992Jq0jaYvg1rBlQboQRuzE8Czyp/1hu3ctomVLRt67J4n3oZVGeujIvLKJ7Xuj/aN9v1ao0jAFeDQwN9VVrhKnJyLxyoXlU0xb1Wa2+ZhlVydlU32nhQjS5FlSZPJ5aBM02htKqCzAK5sPKnJMfu+RWi60w2o9nd7Sc425QYE2yaXK0AhFoKcK9jnPX4wRcLHgB8HsiZwyRwwYpVHfFCGoTjAKIWfUnUwdKlqhRzbY+cOwwr8hKEjzXar/qPFgj0vSqiunFvu3/4EGEar0jaYo43i3ygQGQ3INN4+AxI1GnAkqhZdJa5EtZa+Ei2zqBJdyunP2tXlOCFnf+aosqfnNuu0sSfn94qa9cF6/16iuGoUoN1euUb8PVHOOodMfYWm4Hapk88dTlwJD9MVQKpyqy6eH6kE/bke6XHP/Yc77m6NPFjVUvKXOeKDTdaYInFZSEs08Kh23g/pg/N+Pl2+7d/Gn6olylYpZJZUgvYKDqYYCaocdo88HiNvvnnD+/d3zIviZODt3cyrT65YciRslHGB93uYMUX0Y6m833dk4KgQnGO7Hbm8vsQPG1J2ZDwxZh4edrjhjms8icDD7SM5CTlmDg977ob3TNstl59/yjIvHHf3pOMDLs+MXvl3/8nPCPnIwILLmb2H+JNPSQkuX9zx4uYSFyZUBgTHMic+vLtjI2/5/PPPEG/cPdM0MgyB/e7A1199w/u377m4vAJxJU31yGZcjOMNhRzxUpyJTlEcu92By6sLNGa8Kl4GBonEwxFNGScXjGU/dBlqtU2TZ1Lyb0EGMxA1CR7FOZP3OSUjeIswecvZ3QQIYoBRyhli4jgfcMPG2plKSq5bLBJ3Ml3aBY94R/AjXF6yPx6IMTIfZxDYbDZc31yz2RiHUfTVe5+RLCufuffNWYeWrAdVwmS6rqRIUotG9d5x8+ol+WBR7Dlm7h93BBe42FywmSbDtBjILqA6k5OSFmFOmSVFFk1EjaQciaosbiC7haiZh5jYz5n0p0zWP7OjZneskR3aKjQLWIpU87BUq/5Ud6/f9L+ItNyAp0U9zhyhKJYyX5wZ5gxw1IrXp09qLS+XamdeNINpPaVr6qkuUj5rOnj3edXbW7WfEgFXTW+V4gkufLPSUwt0faK06OsTvZrqzJZa4b58VwISZE3vUtXmx1G1dO1aWKg3q3JNWSv7cw0TaNGp5d72jmmtwFWzJsT0Yz0Dj3L/Rr0JUBUbX/qn2TAlxd6MacQZcTbOozXXs+gPWjx0WvRIlYRE4QToE6VLF+nAm48oCOd6z0fOO9E9znWT7u922zJvn2yX2o/46b3PbcfO0gPNpZJ61YG7P/WCZjxUPXoNqKlzqLbUAnqsMTUNbs0gWOf4s+/W7J/zVv/x408AjyoAc6p3qmpzetkLFcI1cThnxkxL36qpW9KVZT9/rxq2Xzp39f5TInvWtC5bvBXhlULS7Rq4UfRwGhLdhISlbOTC31EjcWrql4hY9Ztm0Ou6KZ5MVG2GpgIauhhPMaLYaojYrWofVkPMm8HmrIKELyWANNdFUyN/LFTf9DcTwlmkOZjr9anl45YQzNYUIYxjtQTbhNVKeIu2z6X7U2zTFVKpfVrfwwmppN7UfqqhmFVkUq99otyvC6gKUUvnqYZ09WzTGS3dc56Z+FLmQZ1csg56P2IfOb7Hcum/7RCU3oMhTXieXdi/S51O8uSU02ecIcSnbeiF1PmN1k9rX3zEnizj+hTQs7DW5y/6cwKOoMxD5wqJcW/I2pjXSK0WfVf1jPO5eKYXNQLt5wz2XCKJ6MCjMlGr8tQKA6iuaSDlqJf00G5tP/U9iuDv15krvGAx5aL0lfNLBRtj/EyAs/nlDPEQb9WEaii65gIgATpUHjg7v66UGhWnWY3sulTn8QU8sneoJJkdEaXU4gd9lULrbNW8yvUyADV8WZ0H73DDiGrCJU+YAlktClS8jbMmq243DKsYq1OyElh7b6lpXcanEWR7A3ecs0iFIdhneIs0SpHCy3Q6NbSIzKGkqHkPYbS0tWGyymrO2WfZwZIhL3ZdGISUUxWbTZhqzoQwmkc8J1JcEJdLuqUpBCJKdlN7UTVWZLL40t/GXvkEVOrEXfVeVmq3lZu/U7bb76dy8uRoolo6zekZGaE0Ms4n8/n8VFVsrhYveINm179rh1k6qiBZu2UpLZpZVfjimw/87e++e779f2lHSuzuH7n9cMdud2RZIjGmMlSW5phzJi7RovQ0IhqK/P+BQvrJmHQyblV7iqGj5p0OhaTssLA8PnK8u2X37i2P377BxwOHh3vev73lw/v3xDizGQe8CzzcPbLfHcEpV5eBY1a+3UcG4MrDh/Q9rfacptABjILMBaQPgXF7ydWLV4Rpy/4Qcd7z4uUr7h8eef/uPSnBxfVL4vHAQWDeH4iGoTNttlzvbjnu9jw+vCceH5m88tmra37+7/yakIV0zMz7SFwiwzDxs5/9DZvL18ScmaYthwU0Gc9XGAIxRx73D/hSUWQYTa/79rtveffdW5ZlxpUy6XNMHA97DuMjaTmAyywpsdlsEOC4RFSE3e6RFzeXJI2M3uElkx6NSHwcRtRlvC+8RjmSYyZRIwxM1zT6EVci/Uscg1jMsRSOjTQvbDZG3OtzwrNYylee0XRE05HIFtUF1YWimKPOnKvqBCUUnjVvEUUHG79psyGEwHa7Ybu9KDQRsUge20+9WJS9E8EPxUzxgqZUiOTAj8aR5zxITqTiNNlsN1xP13gX2O1m5mXPYV5wPnJ1c2OG8XE2EFoFckRlIOFNFw4BNw3I4HEh4sdgf4LncTmwOyrxrwA8ck6I0Sqs5WRkQMNQ5XWJWemiF3t9sh3VsO2/q/9o+noFKbrz+0IkxfA1Nd21efAsr9GJ3dkeVETemtL21E2s/V3WT4t+JpJY97Lnf9pzrcplvV1NuSsEg9TIDyHSnMSdPVDtWXFWKXMNaKhgj7Q+rGqTc5Z21jJ7nOnnFKA1pbof+u5+RrxtOkS1VwU0krOSou0Z1QZV58m1pD0Wkd5vI4JghTRMbzGOCF/AxaqD1oqw5fkVPBJvvDtlTrTQ7pNpVKJxtJszTUc8P6qe8/E9rs7F74tAev6rZz6s3IwVizk5V565qod3+hZpm9vnDy+zeNWvanqNrg7mGiXV2y3SbLeyjhsdQP+eZ+8k0hZjNfG++foNv/nd75/rkI8ePxo8qjxE1QsORqaqORNLuySLIahOLRKjW4PmkcS84kVQnCiw3QtKIcNuoA9VUSwhfeVvKYpjBTtqieOTSJROGYLqffao+rXKBLaQKjmoK4u1eUoLyJKnsBpArINTz/M94TXOQoc1N2PWiPdCQfmtr5oSHIK1q9feqoVUsODaLgGc6to3ZVINw0SNPuj7VMThh7Ep9Kmbw1Xo9Ow/UofE9ZUWViOlpsi5YrG10sxSyzRXd/4abWMCgrYD9JtBHVTtHm57wtOtoM0RLUu12jNKCZflFACjl1XWlrVrTiTCs79nlFQNojru0unYWkni+zlc/pKyGZc5o23Sy+mpz77ianyt6Ld24+ba+59sUvWGNQWqGfT9zZ8+ecXECghyIoQ+0sh/4KPNdbq+oopwMU9m/bwoRRaxV1M+TVg3UsO6nsu+KNX7UXOPc6Z53aHNC1PCHTXqQtq8/zHvsabv1nc5j9KoXEkpl8gVV7m+BO9GUk62NwfKpl0iIb2HanxW4Kb8XqWZg2IEOFzth5RJ3hfZWDyTTgvRX0fw5wTvSh47kZSlnVPBBEuPE4i1d2wjEwEJzgwFUVQiPh1xg8Nnh2ookTVGTq9i8qvom3gPWnezYmT2Il8cNKcebargHYyFX3rRLl0tQ6p8R+VGqrAZQUqKjC/A0bSx330BphaxymuqltLmvGeJ0frqZLlZpKgLtVqdgS45dUUXJBELcbg4j5MBZECyKWcqB1NghVZ1syodFbi0MsaF3+N8PvYyMK/KY9nk15YW2dWiVMVSz00PWTd4Kd5CrQUsmqOnk5ulemrfD43bS6WUIq4yWQ2FA8bN1pwUMdmfsvdZNJeSRfi//T/+Bf+nf/af8Ndy7O/uePvNG75985ab6yu8c2w3W0SScRtmZVlmS9tJA8FXYNatCujHDtFTMqH+6KeJYHqcOiMs1wWOR7h7y8NXf+DD119w+/WXvPvi92w9fPbyhrdff8O833O52TBeDqScmY8H/vDNBza/eM3gR+Jy4JOwI4lwfak83mViee6pkg5MzkKMKnGZAC8H3JuZwZeI6jCiLpAIvLt/5MXNNT/56U+Rb9/x9rv3fHj7gaTCcbcjzQspwTJHVA3QOOQDkhLLvDei14uRnBb+9t/8LSFHDrsHyEWHwZOyN4BiToTpitEJSGCzmXhxfcHNzTXfvf2WzXbi22/eEQaHD8Lf/ebfkFPi5nrD9mLAiSPtjuwPBw47z/7x1tY5jovtRI6OWRMhDOyTcQihC5fjBucSD++/5f13b3l1c0OUBb+9wSmWohwDHX5uMsRR1rHDOyv60EzA4nyJy8LshHx4YL88spk80yCMzCzxkZvLgTfvHlgq76ZzDMNIGCaO8wEVj8QF8VaWe04RFzzb7cTlxaUZmo0vUhDnTYaL3SsMgXE0XXUcrepWzEKclbSYluqDwyPlXYWcIkuMsN/hLgeGacsnVy958SqzfzxwOEQYt+A9+/tjWT+OnD0uXCDhiDATcmbQSNgekH0qeckB9SVi4nuW1F/S4b3p5mlZiDE1wzXHbGCZE1JevtcAb4ZyoTKpc+hcvlddrDm/TVHvzljvtm7cvSOh6nX+j+uhRexVW8WOvN67nlb3R1WCHNZWdGnb1Vaxe+l6D6H66HAk0AXV1AqPOCKqQzWg6gu0d3UixPIiruhorYJf7tGBAitItSOKkYPpUjla1Kf3AqVAi+mDpgeYyrryWqkqmjLH44HjYW6FqEKg6G5Fj666T22JUEAoi0irPJdOCvzsHEqx96qt03SYTi+XNXXRulSNlycGi8QRTvetQux9sh2FrnF/1EARznaSZ49zPV1LI/9oCnzdr8ovjeS619n7zaw2p1So7R2uzRkmGLcoWPGrhi9Q5mYqgJL1p80bx5JTV8m+64HOnqiKcfNrl0//4//7/5P/yz/7v/6RXjo9fjR49LvffuDw2cLP/uYGMG6jCpas4Xt2pJxx6tZ12CFiuRgsfcnLPtKhpke4J0qma9c3NDAX46dEC3m3prGUGz/tUO8IrmybBcGtzlQF9phHyLlwgq4CTMNkiyiZq+yc48bCx2uLS5nLtBLIDuOIH4ZS9UwKslwQ4spKXxC2dRLWeOMKWtQ0ulVIupJ2F8aRuMTyfE7fXfwJJ0sfqgiW164VbMAeEHr+JwrhNibjfLE5vFtBPi3ItzW2hLSXCmO+gIlVjGpJcZOChprcWAHKs1E7/WcDU7oUCUwgVRTEuWay1Iuonvj6ThZdQbvXc4cqLTSw3+hOp7yVPG2cRJ3kdU2grmks+Zln1c3XfpxvwqdrqL1Rh+o/d013dbtHf06bR9JxVZ2Aa3/eR84ZqxIrzVsJnBi//YbVf5ZTLPPSompc4VzQxif2dCxETInMRWlq802k8AgKkkFy4f86AcX7BrEWFoCmyLS5nLvfdU036kEbrdehawE01jlo8tDyqx+WyP3jjpQzwXsuLrZcvXxhpJXLzOoBO73P0SlD6R+pYVu2X1n0tohJBSmRUShQqjZKAauyechQNTJUYCWS1CLepMhF8ETIo5WpLV49EYWcDHyI1pdhAD8baFN3Q62pZZZpwVjItUVKtlOToZZyFsaS5pYsjseVe7mybWRWG7vXK2v/V4M3FBHtpVxTUulSjNy8folMG2SYcMOIGzcM2wuL4hDzU+a0oLGEeweLC09LQr1N3Kp0AiUCB2CL+Asjp/Yljy4LEK2vSurKugdnU/CKl7Shxbp6j6vX15X56iupav/uYuvO5ot2BkNVgk5TpntHjsO3+Wsyp8w7VQMEixJZFfXKgTfPc1nTBtTH2EUgBIdLz0nUv/DjcODx2+/43W9/z/XlJdvxgs20sdQbtVSx6B1xORIPA8FJN8FL+cBnDz3NE9Mnv7TDSOQL0BxB4mJzzDn8MDBOI5vtxOXVlg2Zm5tLfv3Ln3H34Y7j7sC8n9k93PPqesPuxUt82PDw+MiLi4FP/r2fsrm65Lt3t+zzdyxlMc0J7o66rr3dMwTFZcIuGW7vdhzmhSVGfvHrX7DfL4jsED9wdXWNiOebr7/li7/7HQ+7A5txw+XFFVdX17x48ZLrF9d8ffcW8Y5pyAQ/MA0D4zTw+vULJu94vL8jLhGRgHMjxznz7b/6LWH7gpubT1iiVUZa4oGvvv4DD/tryDCOnpRnkMjFxcinn73ki9/9gV/8+m/ISYlzxBOZguPVzZZ4uGdeEtfXV4T0gbRbeBBhHGxve/vtN7y6umDaTmieOd5+x8Obrzi+/Zr59lM++cUvGaYLBCF4A/yRgGDOwZxtbZssrMammrwTh3oBNdLrtCwsS8RLwmchzzMaZ2IC5dtSvXdD8BcMzsrd3y8JdRmysL/fMS+RV5++JgFXl9cM00CKViEQdeACw81ojpPgGceJcRxxwa96GgoLSHCFqwfyfESDFHLlQI6BZT6y3x14sX0FKkTNRrI/DCx3e373t7/l8vKal69v0LiQoiPnxDzvkOGSMHmWwy3xcECGiXGr6AdHxUdStyf/pR/745F5mTnMRwA2m4ntxYYQXDPEzXTqoor7o5cZdQ85d/Rqr2+nzom6HiKCVDl1pqOd3kpRXYWWK9ExzXFa9du2b0j3nazfPXf/4rxZzy1/GpCRzNOUMSGYEkgEH9G0kFMkF90EQNOR4BcDV9U8V86XUrHQonQMN3LlXaRUTauR4DU1mLK/ml4F6Uw3dU3BNRaW3KJxrd+iAbT5kbTcs9/vmQ8zQwhmm2pmiQtJkq0l0wBQNQdrsdTxxS4U8WQ10J2McQA7Z1GGuejF1cnU7PBTpanq46uztvb3M+OvZ3E8qXoHV0RGZf1njynU8X8uhf7U8u0fp6e/P4MfrPdY7cpnvz9HaYpN2iJ/SoEloQbLeHLubPdSLc+uM3055UIFhKKl0JLzDq8BJ2a35LzauKfrrfLgnvbJj3Fy1+NHg0cfO/oG1t+kDZo0A6c2MWtNuzhPAbPJaNjpOpNy8XLmmgubq7Vfw27NoLOImKqs9rDB2lGWAuaIpWO9r6XrK0EobEcLC+8nYn0n73yJuAltAHqjf9puTZTpeo3lJZoCFIbR7iHrXdeXt/BFwfhMUu4CMSsqWcmlqxyUknJX0lNcGElLLDZe9RjXPqnMLdoY74HGZZSlnr8ay6n0s62B2lZDtjNSyP9rvnrlnLJ+TB14JFKq3VF0hlpyLlfDooTRtZSMvm8+EoLYTfwG/gnNoD/bpqCSyVUQRtc0npPby9q39X3FuUJI3AltWe/l64JsqHD58QyY0zaHcrcVmDidDy2KJq9AYpW3/fQ5TVt5bndcX67Oozo7eKZ9f0nHcS5k88NK/p7bplT7sHpGMqpGGGjT+nyOrIfzvq2DekY/B82TZuv0fIzFCa1sWlZTyO2ikyjIk+uKl2GtSNVH9nRpbE5w+Ba+fz5fvPMrvlN4ihAI48AwDvicLf2sVFtzIsQuWrKlA2cLhZ2GsXsxBbE2xmj8Sk7UomccRakwICTnREwLOaaiWFXj/jSHT6uy4QQZLDpGxVKKx2lDdEBOSLSok4L3WVnpEu0zjlaFqVbYrU4wV/S9ym0EVs18HGEz2ec52mdL2VrCWGCPEp1dt5KIkXOPWvCZ1v51I80C2xvPhYPjMZmOOVh0a87aOCbQhEtHRMdisJkxl7PxO4ls8C6jl6+R4Euk6oB3gymaORSQQLHILVcUtVgQr9Tkv8lcS2Nx22tW2WTtqIq/SWNtgCRFRtVw+boH1Jde08xO558TAe/4WNqrVIWoG38tnWcRSNrajqz6RON0KgObpEtdj08Dxf8qjjCyvXnBzz7/KZ99+gmvPnnJxWQRGaLGUZbTQpyFFEe0RKS142PGmIV5oTGaPPI13e35ozg3S8h2IRTbbrj5ySdcX3jSqwvuX17w3e9/y+PjI69fXbHxwp2Hd/Oeef/IfHjkk1/+O1zdvED5DBXww0SMiovKd+/u+W534CEagfZG4Go78n43M5cmDwLXm4GXL1/y7utveVDYjta+Vy+2/PpXn/Orf/RzFjzbiy3zvHB/d8f797d8++Y7002SEo8H8jQyDY6bi5GrzYSbXnJ3d8ft3R27lHj0wry/ZBoCb/Z7bt9+4P2HO7yb+OzTT/jp55/zj/67/y5XN5+gMvJwv+fy6gVKxPkjHz7cWkphPpI1cnf/gSXuQSO/+vXn5DRzfbll88kljw9H3r17xMnOZDSJ+/d35MMDN9evuNpukLzw3Rd/4H/4T/9tXl9vmB8+cPv2LQ/ffUd++MD1Zz9hyEeWu1vyeGQIAxf+JZvtBh8mlqQcjnekuJCdYwiBHKreYcaMZTk7ZBzx6UDUiNNEjlblUuOM04yPMy+ur3h43DMfDiYDLyaOhx0XwxW3t3fcPd5zcb3llz/7BJlm2PyUJSX2jzucD3g/IE6Iy4Iv/lYtadUxJyQqYbCIH5HANA1ANgM9Liz7hTFYJBUpgVMGPzFtt6ga99QSFy62l2y2F+SXwm53YI6Jt+/vCKNn8IKECRkvsaCRzCwbZLohHY/MujBst+TbPUuGuBj9xl/DsXvY2T7qKlmzeU1yzmRNLDHiVVqhoRMaz3asenTvhGjfNl3CuGUtUgWeu1Ot9Jw1fVQne+6wrUqbHrzanfacj+nUpzfp7BoLyFr/DazRO4WAWlIx9gOC6ZNLXIjLTI5HRIRhsOJIzgWcH3He0nfVDaRFGHzJu3eu0BxZSn57n1r4pen60vq0CnYnAfEZbYpPHQbTDXNeq5r6wpnkS1Eo+14NAHIKwfTFseh7NSKqGjK1CEpMmSyuUdTgis7pLHTQ5Zr1U8O9pdjDpWObMs3J/l429zpI3eDU97aLjP+sX4SmL7jiuM3FqSQdN/J6fb3ie8Ce88/yU2d7pyn9qLlawUjxJfshF5mnmSHYvl5rzWjVsYotoyoGLCIkatV7GgAXvCNL4RMV093PgdqPvPVHwbHvO/408Eg647eANU6clWumjHtT9HgibE9QwN4QFlaDWkHNDbkqqgVgqBNO6s/iIs3FKBYtipWU6zqPgSse2t5YL9hI1zbzoKwnnCrUtbxgTRMQt/IrWcjtWAZ+XbhGFVCN0RJdVJVfVgJvCvu+FCEldbLVcEShoKyrB6Sl6hVOkkwpdVnbVDs+Q6uYVlDPfhFp6X8tAIRSJ6aN5QqTrX9SBSDy+m2bI07w6oonOT8BTEDOyFvB6fMROedzp5c/dWi0NJVuM0spM4axk0XrJuPbAvUkTlP8zo+GReZurKUYPuV5a1ueEUDUeVyu1dNqAR/zZrUqRSebsqztoRiyzcvQ3/cM0JD+Fc/7uB/X5w/pOv1PkDX/jR1aDN+GoHftW9P9zNA96UURwLeIPUqEHYCUCKaefL8+qz8M9ffN0EZOlRUB8F3UUv2rG7P6hbNlsrawn5J1rKuccIrLpZpVtx9LrbCRtHkkajRQ8IFpmoxkuKQGCLSUFGjQapFH5iU5zAeceEJwhLBGIPkwokRynEsUoj2njypxIkgQRA1od2k5rRKJSRrRSE4RjRHNR1SjyQyXLc2tkKbGbPLeV6xEjLcoeoi1X7WOlf2sBNkVcFLW9dzWka7D0a8T5wsAVWhevK7RSmEq6WvBfsfDOMHl5aZEUx5YlmRpfnV9SgEvs5Ci8aPgAlkhFX66CsS3SYBvWE/90zIo1YomNOV9nZiYR8vK+OIC+C1F+JV1YvM/d7LFAH6xCk0aW/TRc8BCi1KrAOs5gCrG69CUxF4BOzlVgABiHAyVjPT8XuLWZ2jO+OQMjKPKAOVjSuFf7BFnjg8PvP3uLR9+8hmffvYpA8I4VRIgG0MfhDA6qzbGgKjDUSPO3Edv3yLCtBIOdUZUOWpkq3ixeeRGiJbKw2aLuIz3mav9jsfLS5h3aMy8eHHBzZWlcLkcefjwyKuf/ITL62tQSsUfeHh8BODlduThbsZLYhgczg9sLzf4IXCcZ45zxHvP5WbiYhO4c/B6gJtPrnn5yWtuXrxkc3HB199+ix8mfveH3yPecXt3y/t3b9kvj7y8eM0SI3E+8uHdWx5v79jdPfLv/9N/jz/89l/zxRdf8v7DA8MUePHJDVk/JYsjLgv73ZHf/eEbNptrlhw4LsJyVF7cLCRGbj88Mk3vefFqy82LF9zfPzDPM/vDAVXleDiwHA+Mo2e7mbi/fYemCzRt2UwbfvqzGw77A4f9HfcPDxx2e5bDgeUwsxsHBpd4vL3l//uf/af8D/77/5QXlxteX09M+ZrrkHn98pIwTsx5ZpCJy4st4zRAUpyH4/GWmCJOHMEFgg+M3lv0rNRRN9A+jIF4UEtrc4LLCc0LLh3xxYXoHWwGj8eRIiyHHSnukSHhnPCTz14zbgYDslNG8lu8V3C2Z/pxYtxs8ePEu/e3to95T0aJmowoHHBTIIxhZW/QyJIiYWsZALXEtWVURh4eF168eMHFxWjk8i7gp4nr159w8eGe3//uD+Ccpft6h5NAcCO5kHknmWCAYRu5uB7ZLgPTdiZsHnHDjLgDp2yFf5lHLgbnZtwa12pJB0qpEj13+mCxo9YNwWSH6b7PRQWukQ+5VHAVR7OhzhV44z3S9pnKR6KdyuPXitbyZGuqAJI1w+hC5GT/qdd0Ufyd3Vn3yL5963VVaXDlNXKzAVJSlphIc8IPDheVEOTkfllNN3PeFeeiBQrkUmWLwr8o1W7SaomdtaU6jAJozFaxtni0qq2aNVkEiho44ZyBTd4PjAFirBW5cgm88IWc35V79Xuq3duD8bkVtMaKRw1ISbMt5XKRCowVO7aOy0rZUcedE53t+fE+MVzavDo/pdp9bZy7eVmdoZrVsgvO5szJ/QpIZdhFPvv+TMmEQoshT+75sVdp18pqk6gq83KkAp/aNMES/VWcj1aEss4pu1PuqFIsCyM1HrMwDKf9dtbR52rjjzn+JPCoGQVurW5koVDdNCtKpRZKec3SsJ8K/uRK0mc3Rahh+cZhtBp95YZdtEAhTVrBFYqKrTSDb5VP2gRK4+xovEnaFFOklLKv9wqGXNbBrSCB+FCMywoe2fN8qQQjroSVFQK3TJknJdc8V9HWQLTyzkiZ79rmp1L72q/KcxWsQpcOVTy+pf8sbYw2weief2JjnK/awlFR10ITlvW0yq9SBEGNbGpTvfRHBdZUMW9DKUnY0i6k8HhUgdzNG6+JRNUU+nlnlZaqlxzVVfgUpacMahszM6Dax2cT2f5yUtOMSwTb+XndPdYNq/SRrn2segpOrA+1DXOtXPHxQ9tglSlwJjRPm+44H55nbLzuiqcb7aocnD7le+VJtTf+XOy0qpAUdM7+c23TORGanZIMnKZt1lJdVXbI+kdOJlHpS9YKjH1KYpVH9a92TokUUW1icG2PSEmx7FLVHCCFLJo1FbelCUtG6qbSIkVs7eXCK1O9RwL44JmmsaQbGWDWvFJu3eBrv+W8colVgsO6rk7Wrbd0W22pSqko5xmvJT9eV49tnwNeuzWjpeJQNqPXC5IdksT4lWIkpSNxmUnJqt2kpQx5V99bs30eDzDPJWKCNqz2e29L6zp9aiBPvU+9rqa8DaOdn8tbIgU8GkGC0WlsN4EwOas+6QVdANHCbacGeDUOMm27d6vqiclFNIIawbmrnEUulXldXaN1PRdlX32Tza1zxYDGdXLaaqgsFHV+auuOMv/FyC7F+0Isy6ppqHmmne87ch3X7Dq5VZ0cndv6PA287mV6JpxWz94zelm35poI+3soQn/Ox2G/5+uv3vD61Ss+/9lnBIEwbElZiHNG0sIwCnHeMI4edZPJjsJ9hj+b8FlXXo26QBQ+Vt6zqhKalLwk3BIt9VRZ75UFQuDq5Usmf8Pjt98xOkcQx+g9x/1nLK9esjjHthT2cM6DE0ZRPrm+4GL6G15c3oMTwhB4OMzMMeLHkSVtWOZECIGLywtubi6J+3sDbLcbPMJxv2e333GIkeuXr1mWiM6Zw27PYX/kcFjY+3uO+4X93tZb8EKMM7gjv/ntF9w97Ll6teXzn/+E15++Znt1jQsD4/aK6TLzcMT4iPzA/eOR/UMk50c++fSG7RZyUna7A4tEXBi5uBAOxz33dw94Z8By8CMhCJut/TSNIxFcZjsqg3NMw4Z4HUjLQJyPPD48MojiQyLOkcPjPVdBOe7uefvNF7y4vuKTl5eoeB6j4L3iNBEPO5Yo4B7xG2Eo4sELVtVNlZQj2QlBwJMgHknHe3zcoXpE0w5JRxyRQAQiD0viYrrAX0zk5Dge4P52zzzDoJ6Lq0suLze4QVjyUtJ9jkZjUdKoIZJ1IWTPNE6owDAMhGnCjwOKcJyPbGTADwGtldYkIBcbNBeHQ15AnXH4ijClkZhM9IXJCMdxDjcMyIsbfvKzzwtgqURMwI/jBaSB7DxJRvIyE11gF0cej4+8e4x8dzuzv1tIy18+cAQWceR9YBhqkR4pdCLFxqugC6uO03SbctS9o1X26vXhuqer7U+t4L2uW9TJ0QUVCJwCSOe2QH1IKeyyfi0nP55eai22vaJqiqnJvrbj6Ol7nt5PikeqNFt8AZCK3VpANS37r/H+lWCBnMkIPgysm1flI13fI4si2eKGtWocmmsPdnqpOQiVfEpITuFmc7YpunIvwRPcWNKZC8igCcHjxJtMxlEroq/RwzawuevfSnNALXyF6Q19tNIasiZtTuh6OwBcGoouXCcQz06SXk85P3q7qQ8dq5+v0VqFqqI8vOng1Rt3Ym+tEU5yooVomzs9BUh9xkcdWKI2Hm0O1ntUL7Fbr9US3FFJ4Lv5YetDSqZL1cntsrrWmqrW+qfqmevPCvz+R//RP+Of//P/7CM9+/HjTwePvCtIZhEq/vm0ohpC1QwpWZU85wxdXY2v9U81xOuYm2yqHVsJacU88MVQlFQXdrm+2pNFTaYLv5dGAn0KeDSDyDkkGGqnaOMfqSFsddHgOnKwRlhqizmrFM9wnTBmbjZ8qAE9UvqKZgT2gFC9dzXsnF+vq2k63eAAzlzkT9CG8ksF6rSb6mXsVkLU2lW9MLb3bt7K9aRW3a4SZbsGBroiO+riXZ+vrH1Q25ebNedWwuJq+RUA0KJMysu52q6uL3SN5kJ1rf6o6yKzR65RIm0MRVaCsr5fVduilAqSPlG2142u3nftcmlhuV3Dnz3WoVrvf7627PllZrfHPmtmfeSz7j50a4tnwLN2jz9Py8wUE5p3wfZ+i/Zral63B1Z+nn6/OQ9ztrlSeb/oXl3qTVblgXV+9jn/9bc+9c3O1aZkmedGyr5ZDPsKmudi22mRUUV41nnk1EiCLZS/Vtxw5fvc5JQUdNE7B8PQ1oFI8Vpo8YTJys1lcsh6z3vXomfaWuwO6ZSFBkhU2eYGCt6LasYDzptMjHntu1qJMzXUZpVDoOQUSWkhp9Q8Ld4ZoBMXoxKohXiSllS0BGM4uY2lyviSxlbtX9Y9KacCSnWHcyABXLZnNMDaqESQADgYRsf2ciKMAY3mfa9UdQhljzHwz4oM1Cd0CodatE5OycihSx1eLXtiJWOsSWYGwtco0hrlqU1vK0K2jFm3foU2z9avTJ6YXCz5gH4FYWtvaafk1nnUlDQ44epaBW6nLUKndJlnMndpuVTFvqzVpsjmUjGqQ4mM/LesrD9P8fT3Pub9kXfffMdXL1/wi1/93LhlNoOlp0lGySzLwrLMpGSpPQYolugjl2mAY02bRGncSPBMIEXxuGZ3wl8qWhfIYgthOcKyUHlNpusbti6Sdnvy4cA8zxyXhWEaePXyBd/tPaM4NoUrKYRAQPnZqxf4ceSTmztiUmLOvLu95/ZhZ3OwOPymzYar62uuri8RmXl43LHfz9x9uLOiFgJunHDhHj+MPD4+sHt45LibmQ+ZR9lz3CeOB3ufIcDjLvHm6wPH3Z5pClxebwjjRGRgTp6LzQDOc3l5yYtXGe9GvATiMTJNwvXNazabSzR6jvFI0gPL4xHU4d3IEDLeDRyPO1JcrJrZEhgGzxgGBCXHYyGKz3ivjCHjJaPimDMclxknwnYbCHFh93DLvUTSfsdy3MHVhrQcjDNKJrIKx5SJ6pgjhHHk5fZlA2idaKHDsvlg6bKKakLykTjvGPSI05m47CEdSxSogkZiPODYIuJZCqgoqlxfXODHiWEQgisRQRLLfAqIZhzVwEwG/vhk4JGDYQwM04gfRjLKMS7ErMSazuOMdDxMgmaHWyxSRrNtlt4Hgtsw7w8cjguT95bOkRN5b+lyV5++JArG8xITi2a8jEgYCZMnMJLdjBwGdHDgM7MO7GdhOf71pK3VTIUWAFDlatVX9CzFrOk75Z/VZqiaTtkIVv5Qu5+IcW9Rd5czdbTpoCeGuzzh+38+3ez8nO9/59X+1LZnWdDDqo+3KJJ27zL3SiCE3ce172wue2qKmvEVZgONfFjBI6y6IWrATkvXPrHBiv5J915Fj5XCXdgApNpvUoGrNdOlGAitv0WqZmaRds5BwCMkYo6F89OCIk6BtNWOrG1a50T/Z9Xleg3YXkaaTaStY7sx6WhLnpgYJ3ZPvfr7N/r6hB44qrcRoQCkfSqatMyZkwboKTjU7tu3rdiq9csOozqxLxBFXG52sGYKz3KN7erfqbdj1z5ojsGi0wnOQEYVYokcbpkTzgJh+swVujm/AlfwX/yX/5Kvvv7me/v0ueNPB49cjd5ZjQXpvfitoaeCBympSXn1/vf3lWosrBKoW8CdqVsVSy1KpRMkFXK8IgDLUlxBivKZ2ZcrIfQafmeAmEipNlRczsYIv+btPrto2p8VibVnmRHqS/5lZr2+EoXWd2+EzK5W1lkjm6xLLWWl5qtKERqnK64YsJVvpYcfy+A4b2kQmrvqam3SubXP66LpJLLrQKx1TEvFONWVqE1phomrgqOgqOeLsfWpQK5Ka/eZdG3pRo6V1d+EYpO1DQCy6+t8zE1xprW/GR4N2OmWcWcAVQ9K21H6TasBb/Wea9WJdVTWlEzgpOpwvwr66+x2NfKNJ4cWaaW5AlPPA1K9offc0X8u32uB9S3987HUVoJpKCXTbIikbqLVuhVqdKSvylEDkQogWPnEShh1NawbNxj1lsaxpvX+0MDOj8GC55uxIGsabcoWrei05K+vSlZLjS0AQlX0qnypc9Pj26Lqo6Hq0+t9tHB8taID9vom+5xtSkipHOhKRbDuXqcK2ip/Kvlfk3BSQIgyf3NWJhG8FyurjBILICKNZCiRKZts7dfSztyUJwOA3MY87FpsE3uG2bZFrJf+6/bc8u9hKNHZFdgq80dLRFNxxFI5qH2wc7MYLu8nS1WTEnWEgzAGhs2EeEFSQrwB/eIdWWy9aglVBsqY2YySou2oCuREjo4oEVcVwlxAlNJYbTkEUvbCbjikG5cqO09Av6eKktVoqNxdZW+qe3DZNKsnGTJebAzr2PazvIZYwwoQPaf4G0DpURyaC1dWLp6zFk1nKy8XxM5JKvevqZG2LhxS0nefPOYv/kjLzMO7d3zz9TXffPWGzeC4vNwyDBcEb9G4mjMxRWKKCAnR3Mj7SQmCrMBRHa8KYCogXfgedJuCWD6oL+C0A3yGxdJKNWdynFnmIzFGVByH/QHxnjllDocDcT5a2tDLT1mGiWmcmDYD4zhYxavNyM9ev2Tabth64cP9I3cPO8YU2UqGcWS62DBuL9heXnJ1c8PF5ZYl7UhffMX7t7fc744s2apEXb/2PN7fsbm84sOHD9zfPXDYR+IRdjkRl3VZOAdGDr3n8hLGK49zyofbB+6PnqsXA27akBTCdoufXrCdLhlcIE8LG7/l5z//JSkqTgfcojzOB447A0a2mw3XVxNX20u++eYL3r59Q1pmjtPA55+/ZBoGlIWU5gKO2zqY93vm45Ht5Bj9JX50TMGzCZDnxP3DHS4dGUSZNiM5Rd6/+47jYWHc3hCmBfyBiGdJMMg1ntx0YC+KKznSJl8jVqw8IWrAtXeKaCLHGUlHCBa9msmMTo08O3mO+0Q8ZLbDhlcvb2C8YD/v0XwsKbaRLBEYAVf0oEIoly1KdSh5yG4omQGF93ScRiLCHKvm7AlaUqfDYBGvSyjpsRlR8G5DXBLHecFHIzhXVeI848YBd3PDxfUlh+PMbrdnmWeYsUrH/go3jHhZGLcDm0vYXibG6QPOTfw1CRgffHMKrUZvp3uuXgGgqlDV8dU7Gdc+qZVgez3biSOMnhwrB0vVm9qdeRr1qGtU5HPHyfWnRwPCfuBRqzPXa0E6R0Sn21Bc/91ma+pL2S9dML1CPDEthDARvHEUViWh3bboZ9o9of52Al71e7Ws1knVRhtYlLXRAdQABAOHC8VArlFLAuItjsIrIh7JHhdcKRbjyhZxalf2NtGTCOFmp5QNWPqh6ff+3kbWZtusN9JnxvTUPq1/f5xKYo1uW/unu48UE8GdFoap6WnPH+fzdW3Z90zDst+W352CpPbPnJWcUmufpYmWfuzI0E+NM1snUggIW1AMtf+rQ7E+05FjXxWj3rJGla1z7k85/mTw6Cm/ATRXp66D3CuXLbJDrCqRkYMVAjzAXLlS0jBohhtUJb8TVw28KCRSdbIUPg/nPc7XVAproKsedOdWowZMeaVoRsXjnbOw2i9FoFb2VaDWfc7alaUv8d1aqqKthqxr4ISqlJQ3vyrzYou16nIiHudDIyvto4tEpFWEkrrx94tcoRE5tyE4wzWdgUdZzECQ7uKTSKYTgKWkPJf0uScQvzcvZxWPdV5q6+VigxTgsY1l9Sr37S2d0jaw82c18OmUZ2YFj+tTa4RQ2c9yg8raO+dqpAvNSLNbrD8reKPt2dL6pr9brZpn1U36p9TFXVrUgAx5InisvTZv7JkfX9zav2+L7vvYsUbUfN9xjjX+RR1lWIqZi1QBW7q79X2NpK3rugIe1dMAUNKsEo5+urdotvbAOtTrWGoZ+3XbN7+WefPW5qoaaX3OeaUPbkiGnehq2HMtBlDCwzUlMxaj5TavkYqONC9FMSzyqBBrm2fMAJDUQmXX59ZVVf9d39I3R0FZE12FRGmAaJ04yiq8aca9OMEFhycgtSxcWiDOaI4G1njFuci87KECYW6VC/U+4tVShJ1Hc2Qc1Tg3FtpYeQ+hbCt1qdatUksVtlLUgkoZVGV7jUwahhU8UsEqxgeLdtpewbAxnVAFwgbGi5Ho4Lg/mCHtwI3SuCTmtBAPGbcs+LAwDJMB+d6X5Vv6PidIHsS4IlyrkGZKIqlGU2oHstc9p76sdi9/LkOldmihFNRurOq4Kko0r2A5cqniYSLQokuTauEcOfUoq2ZSjjjxhUxTDKCqYbf9XCvNTSUSoFYKcZIRsYiqtET8EMgxoym19ApfuEtA2B9nluVjtef/gg9N5OWR9+9u+fL3X3CxGbi6vmR7MTJNk0mXrCzLkePeM2wWfBjKvC6RWpV7qsqXXp9v67XMi7o/qZrNk8qfMmeYLGVInIfLKx7v77j9+jvi/hE97snvvsHlxOiE7fU1l59/zubqGuZXXH2WycsCOVtlrNs7nMDrq8kAwuOOw/vvePhwx3ycGdzAeD1w9eKasNngw0BIibjfMxSC3xgjx2NmSeBiwg+PVtErZx7vHjnuI6ms9Tjbz+CsUmMoYiYu9sqH/ZFlL/iNcL15wTBuuZ+vCJsr3twOhOnnzMGxmTyffzIw+JHrm2smt0E+E7789vfs3jyQMtzf7/nZz37G4B2//tXP+ebrT/mX/+W/YL975GI7WPW87UjOsN8d2e8eeXx4AGBXOI+uLjI3159wud2wnSzMUoIwLwceiGycIwgkVe7v7tgfDlxE5dp5LjcDfnDsj8rGReS4R73He0dQ81ib8WKpKxa5lYsZYsayz4qmCDnjxDF6x5KFy+2Wh/tblkXwbsPV1SVT2IIuBEmILgRnUabowpIjOe5xw4SXYHt0Lpx2haBXRs8wjBC8ccyJI8iWAPjtxBJrbfRAJDCECUbBL0qO0YyxOMP8wMXNDdsUORz2LCmZXAuWzh13O4ZpBO9YloX5OPN4zLglM4QJkZEwwDB6xnFh2MwM4xZhpJdZf+lHKAUzKtAPtIpaVRZUYKnqRaeR0zXiqNzQlOwT/bHpO2m1Ler9TOc416Up21kXwSL9V/aPGiP7seOHA0hydqfumTW9WosjrVUOL8BnSfta4kJOxmnrR4/zW3KOlh5W7eJiL0oq79YCL3oDXssb9hHvWnTMErmuqw1RixJpymhM5LgU7iizVdWJ7aEtI0Na33rEdAtvkZ9SwNscc5epwQpPdEOkxV6VPqy62NDFEkJbi1d6E1UaaCPFMftkhDrdsQchv28kV/XmIxFY3bACLQK8xzAyz4BHakBgsya7prUTfrCxZFyXtHGszrIVH7EgmGDnFk9YszPq31KchprR5oTUYnsaKJ8raPVkDdS181/P8feotiZtgCpaa8KhRiAJZIy4sQoLqdweNpljKbvYcxfU5I6TcSnX9yFkzrkWyVG/a6kmRYl23jgbzKgqSHuJ6FExXooVja3Qh036FYWVtv5RkGLM+HFqgEBpkC1AcVZu2Ad7flkAjQFerNraOV9EG1gFcR7vh1IFwbWopdqHFJBidST3wIs2okFt32lbhxb5YwadF4vSauUl1a59Ot1AnRBETlL/To4OEKFwGdUjt8G0O1fOFbtLuV+Vo7UaW9vA6te9eF8lWSYXYrm+PStwpMW4aemAZ71+ksrWgWzt2io0KJFDRei5Gs5Q312rVx7muFi1wMaH9VwsipYw1KffreN2+lnrkT4igwpCPK/WnICf3XXPnFmGsA3EX8xRwUgfAt65ElFTSrqLX0GjcxCykNxkWI3ROpW8cShINydOAPNnUPs+PQ1hJZ/OtjW5GkEq3ZzLRbHNguRTIunzw+adb23un2u3ymS3ftOiVIrc9MER48IyL4ahVcCpeB9djY7UVNKmsqWs1SjGso1mVVx2VFop41ErfF962i5xapGmukYkAl2FQ1030QZiiKXHCIRxYykffoPOGzRlZPeAHucCWFj6Q21eHZZaic3mx9p8lYK/5FLxtX5l2WFWvc0bl1HTucp+HYL9Po3GbzRsDFiKapFJ+/nI1lvUYXCFO2/cFJLxkeAH/DDinO0tIUx4P9qmL1KAEHv/cRwYhw37TnnXWn7VlX1L1tJyNn6dLD1XhqTweZ2v/X7PpSp38kSY1LnU9urS7U22VgC2qo/O4VypCnaSDs7q5ROBSurZef6UEoKNGo+JLw6aznCosk9ybtf+L/93/2f+8//qC/4aD02R3Zvf8Zu3N0wvLtm+fMH26oIwOJDIko5kt7AsCzfuiskPgCcqDITi+anrr22e5afW/NhTW6bKOwetGoUqpIVltyPMicPdI/vDQhq3jGFgfPmaSCZ4YXKOyQemaYRpAreFdMSROT7s2e8eClCckWHiX/+Lf8m721vud3uWOTKGgYvPfsrN61cccuZxt+PD/sg8RxTlQCTPC9tNIKXEvGQyynLYo0lZlsiI4iZHHJVlUY4HGBxMG3u1ZYE0w1C45NMeHtOBQUduVNhut/jtyOEY2V5dImI8TnMSvt1lrraJsBy4mkyOb282/ITPcS5wd3vLw8Oer//wB958/Q2/+tXP+B/9j/8n3N++4+2brxic8PD+HnGRx8d73r97z+Gw5+Jy4ic/ec3u23tyjMTdLYd0ID46xmGwaKbNFp8SmsybfTgeWOaFAeF4fGDcOYJTKw+uivdXHO4T+AE/DOh2wruNOTJVySQUq7Y2eE+cAvvdnusgreCDCx4/BYTEnBdSNk/3NHiuLjaMYWJ3SKALn7y+IEkk6YKIRcId5mOz9PyguADiEkvc2T6TN1YQIXtwAecHNtOEbLfEOTGFqennHjHUv8zh4D1h9EbUu6nOVWUWZ9FYHl5eWoXKZT8Ts2UpjNsLliSkQ2SZlTkmnBtwzpF0QtwGJwPCwCHqR3Snv8zDMOVilzR9da10LG2/Lgb8CYD0VN+sJcLrvaHbQ7WLNOm6sEXPF7l0Gi1NaZt7Vndv38uqAz2b2vZHD1nNB5H2nr2+rR1Asf4jEAZHzgsUJ1MYbA8ne1SMt4tcMyQcbjDbEHWNvuQ5zd2zNqCGOJwYxA2Vs3QoFSziuYpsEXwyh501jqLIKJUPwfjHVp1Ms5KjfSde1j4/a15CkBBK2nQAPOb+HDusRk4u1JpO346axogpXIq1ywyak+c1W6zMxfPsiFO1vFuj56pOxQ7En7WFJ/Qv9Vnnznspc9T6z6NOixz8Y0fp91yDCDqA66SvyhiJUEhPqVWKtWS0xDyXSOzT/qFUqjyXUT2tjqranvFfgxz7k8Cjr766Zfc48+//u39TFHhpJTaroQ0Qi0fc1seqotZ0ifo5Wgeu5IFWgXW2sJyrQJBYbmlD1roJ0/g5AlkdHkudcN43biOcxw8DroTIQ1GanWsG1bi9JOXUjP9ecUWVYbMxYtoaoq9KLELH+dCMyAoESFi72g0DLYKgvmMFxoqS3NLOKIh1Q+JrGpNt99CtEbH3qDkX0sLmKnKkZkNU4EPsblKVwm6cTo5G1G23qnZIIx3XVECvFZw4vUcHyhQeGQtndg3o64VUxTD6iAF4xtPQ5lCdH110l5bF2kkWOQd82m20bRLrHrKCowa4mXGWuxKYHzt8mRcpZyMddJYWpzXNpIEZlj7Vt+P8qILhT9kU22Yn3bw56cOTmDXr334Bd9/ldAb0YlEufy7K1GZjlVeSJpJalT0A51KZv9rWFjKS1chSNZ1FKvTv46WbiLZhtHzDbEjEDxmWVKIhqZd3G2RKuWyj/qPKkWrZdCpzbXeYXWfta1W93DrHc5HLIXSl0TuZBx3oVdPwdD2vytuU4/oFBtp6q/GNNqXE1lwfmVo3W9sHrCxzJXjOpYqEJiWlCKQuHamUbS/RglZFwipJMG7ww4RbIsc4c3AgGxgdRGCZYVHL1rEwcpvSna1Ru6cpwVmNI0lYQadUxIergZyVTmaw+04XDhmdeeer7HO58Ed5BEfOplwIGfVVxq6KjCmeVjnLIXg3ME0jwzjyOFzisseLkSNWnsG1Py2ip0aonulr5VlV0ZQ1iquGaHZTvS9kQPv9/F6nErju4/2Y9R5j533Dq5qnuVfSiqwRJ0gBF9U7XBhLe7TMFWz/rDI4S5s71pBYbvfnIYv+GzmcQ16+4ubqhp//7Kd89vIl27DFx4nBXxow/U65+PVP8DKdONSaTK/jXks69uhpLmWNm2FUrpsTTIU0PUHeZ96/ec/j+++Y3MLhbsdmuuKn//hTPBFS4ujBJbX0S1WOCKPzyOBgsTYNmwHNE8vxge/efMOLVy/5/NMrjvtbdg9HgiYGPxD0iKQFlxWJCRcTeTnybnfP/jCzmw0MD96cO0nhmDMpzlbhMWWcKj5BjKtIV2seMQEZdjuroIgF/BH3M3Fe8E643I4cDnt+/rNPqLN7ma0y1zQOaJp59917Hh8eGKcZLwcm7vjpqwzLGz57rfzhd/853371t7x89RO8ZObDA8thz+P9O6bJczw+cPfhHarKJ5+9YPRDkXkLy8OOw6Pn+sUN43TN23fvGT99zfV2S9CBeDhwuH9g9I5pumDwnmX3yP1hz+XlBZ9+9hlJH4lzZths8DnijgsyKOIGS0umcNsF29OPGslkFs1cXF+hy455PvDu3Z7RC/dpxzhs2VxdMo4bwmC6eUgwuISMIywR0SPOZ0avzEsmZPAqBOcZwgABPiwz3o2MLq46sJi8FAFyJGy31JBhzZm0REJ1CJUIGpvXxr+VVAl+YHt5jfNHMxinK1SE+fiIBKuInP0jw+TxQ+b+/sD+cSYVAu68ZFJ05BxYkhDjXwnZUTlSiqbPOyEEI852zpFT7tKoq1ytUUhVV7Z7VA6felRHEFQdet3rTjJHyt99BFGx5DBenrUi9vnxsaijmhIHa5rz+S2e3SPqOQ35aCEF3UdWlXC1RoBCHz1OF3ZfV/6kDK7QC+T6AEcrHZ97YKbFGRW7p4AsVQa7YqMVm8+itlfgyPQth3MZxFMJmZ0Y4XnpjCL0qiNKil5ojv0x2L1yoTIgl4jeLm2wqYVPwI71e3vLAWQofWiRQDW6TOT0UiM6/+N79vn86QGi0/Q1SmR0+Uye3qP1b30V+rnazeNcHZrVPlz1rnrx0zasdqx9t6aMrTq/lnF4priS69tgANPKPyVWdEb6VMd672fsRlXiYvJU/Kr71+6v1ABPELYfcfxJ4FEdpFaiDmnewxMBUZAuAwFknTTdedKQT22AC7DyDVGVz1z4dkBKelsl6HJSym4CyRdtv/GEGFDkC6ADrIBFGBs/kinnK8AUC3+SeF8W0SruQGw95pJW4ovQrJOMCiB1/EFQjC1skdMR1BUxpawE2Rmw6mJSEnD6iVuNoNp3q7K/pnEJ6quW1K2jyoMgnbCVTGsKYC6hXnSWtqCrHd0LZrFoj5aCVomGqULnTIJXXhnKfbpO0jrgZ0dLfdMOEJI6+05DEGvL22wq/dHztpgwXY1JPemAep8q8KT1mSOQ9WkeqbX9DL2GMnY1tLO/eWm7PPu6T44671YBvr7rc2mkdQOs56y/afvRP3bdvk+whyKoT0zusiE8ReX/YY91g1l5YbSVtqxKiXlKzFjWLCChLIl1A88JfKma2HiAnD3DIieMK+xEaNf+bja8tN+1EB5b9A3tOe2owuSj3VllRDkdM8JdduTKRt0dy7IUsNM1IsQUY5vz3vsG9A/jiPMWrlwB4qdE8Jz2LWXDTBaNI438ufACVBmWMzlHck5oXMiHRxaNRbRErGR9JKeZlGc0HfBeCR1Y75ygWBRZSmmNWhRLBxuGwDhGix5LNA7gxUH01rWj0niPevitdEe7RoElFblelriUlLVQzg+2teBHI3cN00BWJVXlpBBiS5HxpEjKWvhgLE02DDAEQTUZ95/UtMPKK1OqVeIgKKEQwXpn0awUB4ggjXixSkKXbZytUk0T6OAGnj/OV/FTqfGswp1P58P50WTbmTfsREI2ueUQsVS8yjlYH3Kq4EH2DgvPVrsumEG5PB7+usGjnNG7W77+8ku++fxzXlxdcXVxwcW0YajLT2A+Hhg3oxGzq5iq4cSYoXOkbfQnXSVQGG84/zgESBk9JvIyczzsUVU21zfo4YGXn/2UzegZvVDZ5tPLPfk4k+OCZDNukvOEeODheCDlIxvv8JPHTY4lzbz58g/knLmaBnh5wzFl/HTB3bKwu33PdHXDzeUWQdkdHklxJsWZ+fFYIiQDQwgkgWV3YMkZ4mJkzplCOGvUT9uNRQ6KCLpAPCgxwrAdiBJY9kfyMvP4cM/d+w94v0FjZPLKNI1M40BOmfkQudoOuLTw/u7I4f4D8+6I8wuPj4/c3X1gPhxZloUP795xf/cl8/yvcAKbKXO5HXn56obb21v2+wdiTAQHd+/vebx95G9evmATPIuTFiU/DAHnFz7cP+B94NX1NZvtlmWJiCarDEm0c8Vx4RMXPhJ14YhjEM84BsLW40ZlZkG8IwRH8EJaDjw83KIkXl4Ghpw53s/kpNR6WTKNVsoyBNRZ9eCUTbiOFxOimXh4JOUjKtEiMpxn4xV1ipfMgOJFyU6QIAyjVdhz3hmAZ7g4SS0lx49ripOIx6uU7UasQgJiIWXjgOSEzwLTxJCSZRkcI8d5Zrq6Ytga0XdKSpq2ZPVmaG0H5sMtdw/3LKqk/Y7bN9/xX/zr3/Cf/PP/H4e3X1kK31/REUIo+5WQi3PGFSf6Kk67qI/GwVq/X2kv+pLh5/tI7vj0euP+VNfQ9uNJxEfbK4xfdeVr+fGA3km2QVUC6u91rzm7JtODBKUwBX2VsXqWtUcF462l2v/1nX3T19YAg1XhrpkOleagGcCcZppY5IpRvkgBAayOUnEI1uqmbf+U1W7CI1JSRoGYzb4zBae+Z+z2ZxpY8twIU2AjKFQopU/W710DQlb9sXyV+qijJ7BId2L/q7T+tOHTFdQsc6efL/09T3SEbp6twFT9orv2VP0+efm8TiTa3dSwkKym/ziZEdYKbyvXaLHFqm1S/t0zSnTqT1fdfG3OukSf6mK9SdiwD7q15OB/87/9D/jNb37Hn3L8PdLW7AVdNzbWHbWzzwz1BgRpG+xKUOGcgSPOm9GgWiKpXRfxozXKoUaPrCSytcJQTU/LxcPphtGUitGqegCNINqJIxfeIxFpII05agXxQwvd05MFsSrkFdRxhVzbOCGKIl8rsVERS5CioCn95G+d1P7UlC1tfwo3T+t3WYE51gXQgxwUgabW1JJCWCanr6lh5S8trvUq31olgXX2uWL8niLF5Rnajy1t5leDrDu9e8+PHJ3M6+9V37OmF53esn+Qniy8msDm2zt1p3Yr8Bx5ltO/1t9Fi/HypNlI17JGKidrpNXav+szz4Xbc/c9/+3578//tQrX0qLVcHju7Gdvvwrzc5DLXuf0fv+wx+ppb4h6s5G6qCq0rFyhAkltzmm7lV1RSq+KFqKg+nUjtFvX3WlJeFsXWZU4x7LBFO9Rvy7L+XUDafvW2UZQVQzNeS0R1suP9SYATJeXaLSyYC4E3Dji5rJxlWjLGKM5AFAuLi4MyEmW+25prQ7VpVMI9WTTc5VYUXMJA8aUg7OJVEF11YzmZN4zsw9aRcasxhugcSlOg7Ies3FZHOcjcTalPXiPQ3HZFF1F8Bh/72Fv0QWuVEHz2RSjQgNgf0p3+bL9hEDD70eBw870mVj0FiOWLL8Xzh67h8NXsvPSr2Hw9OtlVdqKLFQla2rOE9VkZPeSDAxSS2WVpGawS8S7oSmZq3NlHW8tD6vr0ahpYifDMZndokurotVrFt1kbLK7k6N136gPzEoSI+hstzgHsEVIKZfqePa+ru3XsuoHIggO5wooXfZzU4Yq+WXdm6rgpHu3MqBDxyH413rEyO7Nd3z15VfcXF/z4vqam6srBufxOLJmDrtHNtuJaRzwEqybcrYwPDCveHGYMQyAwrw3cLHxcNiPtDug2XE87EEzwTuGceDqk9cWVbSbGC4mXE7kw94MHk24ixdomHEp4UUIPiDOkQ5fss+ZeV6IHgYS2cG4Cdw/3HJxsUVESdkTNDBcTIxMRD8h08DumDjuDzze3zMf9hYhkTNBSsx6TiRMtuxnGEclCKg3fCFmW+/jBBcXG7bbCYmeeRfZHWYuX9wwK+zmzByVlGGeF/a7HRcXF0g6cDlNbAbjfInOoWnH3ft33L97Q5p3ZFkQF8lx4fD4wFdffs3+kHCSOB5n9ruIdyZnjo9HQPEuU4vYaYD4GNluRj58uOfmasswDohAXGacF65urni4feDuYcdms2V7c8W4ndiIRV8OqgRRNt6xDUo+3uMHz+RGBokMPhE8ZEmF88yTCSQgO8VPgWG6YNSIi0J8cCyqhODYXlwSN57BK8Mw4f0GcUOpKmVVnMwAWgwM9w4fwHnHIKUantMSjQ3iHePkGaaBYXBkJ81uM/lgFTh9XFBnwBFSKiFnaFxwKqDJhP20KdH0BlgM2y3ITDws+JgI4wSASoKlcJciqHOWjjME0nzkIS68nQ+8fbzn7vHW+JT+ig4ryFPltpJKGrk4R4pr1kjVodZNgLJva5MlVe8BmqPNidkpq8egnsdqp/Q6ZeNqWZ/XwIZeD+/0NFjJjBUFKZyjf/SoD+qMAKqmWPa79pz1pRvYJdUWFFR9+6zfpmjRU1U3XfdvLX3ZbdPl87xi++0vpRJ1mx+38t2YLiHFwFjBJlkj5MkWDHBC7aFm01Ygq1eMygtkgkUu1YjqqiCnZcVVnvToavNr1VG7fjrp9nbRqpesY7DafJwBVq2nOrumPiHr+TmdnlT68iSLo/ZVxSM6uxFtM6Hrl/P37X6RMker3lQd2KpQeOQqeGa8jr3OVPpJe8B27Yd1ZrrSrjVSvMSGUOOYTntyfcZJhJZzraDUl19+zfH4p8m1vxd41F7gZHitA5ucEWlkr0BLazy5j/P44iVXjKSP4mFeEUwpRltBVp0redFWJc1KTnpiqYomzuOH0T4fhhJCX+CfZvNZDmGfvlEXURgmmwhoE4zNiFNtqWkgZYMMSFXSlGaA9YNnRq20md9PbntDaYtOOguzqvo9KCLVkqn0EeV6u+WaHtX6ulo/cGrgdW1YgSGp/5+0rUZ3lYC6FjVUAZoVm1gN4SZNTx4p7bNeSDYgStb3rQt5lXudKJIuEudsIzrpU1eF/PkpT6RNu1czr2S9UzvnI0bKSfRTHePuFv1I073Pyc+Ttnf3Km17cpb0YET5uypTYClb7XWfxIB1DzqR6Cdfngbxrh3dRwX8Qx7WNcXjk/t5aMeJt6NDiOQ5fqGiPFXutBJHyPnu4cocWTeJOubaovtUtZB1ljndyUHRqkg5fN0BymbzNBakScAnAKfNjeIBK02MKbF/fGQ5HsE5pssLXr56hZaS2i4rrpSIRoR5nklxQXAEQis44AshrT2ryuKztqmFSzd/yNl0UOo7WYpm1trHdBXkShqorvO3OhhySqRoOdoVrHHJGK9TVVwx0KhUDbdoHgdJCkjlS7SQGPbmvAViVELsGvhFyfjNydLegrfrvdBqKdDAozICRbFwGCdI9UxXJTBlI732flgr22DAl1HNOERyG0vNmZQiLjrEVQ4A6xstpV2lAHGrF3gdFZPtuSlJrraz79sS/twcM3U+dft5ropP3S+LQUDHT9RHoZ0rKCkbsXXKa1vqvtanxlH3LOcMpC1zTe01WuNcp9iuu926ECR8PM3hr+nIj4988+VX/PTzz3nc7TgcDow+IM5SYNN+x3y8ZLu1KB2nmbSY8uqGLvqsRGdbxFEGjSBhRUiPRw77Iz47q5bmBZk2DNsNQ4ky0uCQwZGXpdFpaE6wucYPVrrdSUk/jXvYTrAZiXHHLi0MuiDAdLlhfpy4ubnkcb8HpyT1jJdbrsZLZjfxOCcOuwc+vL/j/dsHDrogwWaCFxDN5Jgt+hAhiOJyWevTQBZhd1wo3O0EH5jGiWHasB2EzcWB7dVLHo9HJr8zdQlhmY8sxz1jEOLunvByQ8iLyZ8l8vjhHe+//obbd29JaWaabCz29/d89/Vb3n17y3FWLi4CgjIWvO54BEfi9sMD220ofBXGQ7IsiWl0POxmvPNclDWSjgu79wPbiyuyZh72B8a7B7bTBM5xsd0waSTkhZHMJjjGoOTjAyFcM7AQCARdcIW81XT4iIqQFFxwbKcrvAN5fCBqJLpAdFYBjc2GfDEQxDOEDd6N5jwoadlogkFwuQhNB+IFdYIPgsiAhNHSUIcR2V4wTRN+GIsDt+jXZUOT4izJyVjbW7XfvpJB1TlztjTFabJnH4/gTP8P4smLgY/byyvsCtqW1fao4Jk2E7v5yH5euN0fuN8/osvhv50F/t/mUWRy22s751tOueOBWbXLquLkSkrMGiXTIoPKJumKzlP1oWZHNd7U9TjR0WT9rDnIZXUA1v+aPit0epGSuwiX9V1PdozurezLj+vFq3kBsrYDio5di+OYQ7E5lsVBcbBlXXXomi1TW1Bx/PruUuzcVbeuf3J7Ti4Vao1jKlGLmfQ6YAnbO3UUyfoeVd/IDTwy3aFmuKhKYZOR1c4qZeadaTucOBvoH971byXpLnZDb9fJySDUOfZxe0JOxrl+2F2e199XnWaNmqs6etU5V5uza3NvuAonTv/Tdp62oakmldupmUtdsEjBADSbvi++9CNFL86d3dZuoafPr2tIV138tB/XF1mddLKeV/7t5Kku/2OPPx08Kmsg6woorNiX1JFuIZDVwj2JkoH2kr6AQKqQXS4VsmQFJpEWfWMvb9E+4gdC8IRQlHNq5JEnVGXJeVSsYpGTKpTA+dH2vEYSWjobYRjG7p1WYyFrRlTxYSyocTUMS8Ucp6VkeFlcXUlALR7VugG2xdUfjUu0pomtSj6s2bFOhExx4auuabKmidtaUm19Z96AVTlvw/gsGFIjpbqj3KflakpJn1E56ae6SE8m9vqXKWUlHa8Xzp0dbuOLedErQv/cPK/Gby9yTt+tvq+t5xOKsV5glH9bJOrzwvBk/T5jpMjZ530K5vN93Fpy0v6T550t+m4LP32O1HVyaiAC5j04EyI//LBIM60hlV2jnxGh/4BHTQHtDd6+vSbQM4qnBz7z2V3AZlyT/KyA7HqeK8AwBRiwEqnGGaGSyjyy9kj5PNQccqmbaR07zzCnAg6sIKw952Srt9aV7+oarGteynnLsvDh7Xvef7jl8eGRnDPXL27Y3LwgzzN5XkwGBQPeyYnj8QgYsJJLhII4k4EpFsDJmTwir3PhBPxuG2j5vomDVYEJIRCTkgtHjSBr28XAF+fKBtsIBUGct8pKDjNUsoHJlpKXm0ICht3HheJRhykYmbV39id4Sz2bNkZ8ndQ2waygi0UlHIud4IYCMhXbSKVUYhvW/arOlVrF06rbm4IQc2aOVrJ72I7NgWEp3pa+550gbsCRUclkSaRokUNupAFGqrGkS9rczWBErlWOSlXWKtBuTgyLsXO2I2he0y21c8yUIXSYQlONqTp267x7omXZdT2XXOGoSsneOydtqXw++I48u5odq5FwQlqZV5noSpRXSw13rHwOf5Jc+ws+NPP+mzfsHx/ZPe54eHhkO21wg8nAOM/MxwPLfGQINnGjKi4lS8Nv+ZvODP2ae1rr1ztvFRB379nnwEYD4zQybCfCdippbNEMdR9gtuIQbLYQM3lekM2lcU0qaFbSciTt3zBsRsbrLYf4SDrMSEwEp4zbicsXl1xeXpCdySbcwLC9RocLZgK7wwO7+wc+vL/n9nZGvZFcV71Hs6KRhoFtgpk53guXF1vcEPD7x5L6GskxE2NmuxmZri+51IgfNxznSHCOMHgGB+m4Q5cNDx927F9fsjyMDGMgLZG7+we+++pLPnz7LY/39xyO97z65DXjZuLu7Vu++f23HEvA13KMjCNsRiEnIcXMMIpVB0yJ4C0N17tAcpl5nnFO2M8J1SODy7i48P54j756Rdi8JqbM/f0t2zEwaGbYTGyyIx8XnCqDU6YAukSEjOSjVU9MHsmh8F8GS19xkEj4IbC9usQJHI979ntlCYGcJ6LAgcBmc4WoR8KEMFDivkhi1UPFYUVbJFvVNGe6lw8DwW8hTJb3u7mEyxvjXHGeOVYLokT7l+oFTqWkw0jZnYsHQAY6wYfGTM6WKolzSPDgRvBWSGOYI7e39/jBSuulklqy6lbgvGecRnLO7Pd77u/vuf1wa6RYf2VHs0u6whVgshvNZW1VvWONeDD5Xp0CkJ1raVJ2uqsKzgloANKyTarErlI+52JiO7eqENUhWM8/0Tur1dk7EexZlQS8B1TsnLOMAenMrwbwdMBDd1599ol94QTNZvfhqtNSgJXqJGte376jP2mHrm0E20u1cOg2e1q0FF7q9IFSKGJN4894SpGXth9WRJ+TsJxqg9VCJ+0dqxPIueKB64zA+tONhZ1TsJDsCuA6mpNVZO3EM3tlBUXqN9p99cftiad7vaLtjmf9+oyzvVYgrqBRizg6aS9VsX56XzpdSJ9rD01O1Xnf9Peqz3cR2C1gJAN5de6LSkl2kJMhEMtNtLVXm9reQU/fu44lz9iv8gzA+iOPv1fkUUKL4bR6ioGmrkrwq0JYke0zgz/njD8pI7uGbuVOuFM7WSrA4FBXQAhvUUaI4HLCDR03RGmPuLDKDrHPwjC2imZrukZpbqlq5M9QclcaF4bhdOKI2P1V7Wd1d/cbU63UVoyIOnnN3q3SowJGrnEoNSJo6oQRwK2pMu7pBG7v/dzk7rl5yrNKj5+duU7mVAGWbtm3z/EIqZSNbpfaHXPl8aBMWFtYPvjiveDEYK5Qb2v1E6T59H3k/H0+ctStphlY/XflGe6Z/nquZ90zffrkHPdMm56rrPZM9IvJjDJ3i5DJYspw/x2cyr0aVSfdtfWGJi9WReDJM0/eSXg6F+RZ5D+fx4r+AxwWsQEVNMqsle8clGJcYsBut5xPQljXm9kPSnqbYpE6Xdn7hG8cb7VqWE17FMFynlDIxjsxiGdQh0RIwfLC7Rne0ilrtTC6DY2yyopH1xUOt/ZdSi3KykBxmyfffP2Gb795g2ZlWax06/7xkX/1z/9T9vu9yVvvTdY5YbPd8E//e/8+JXSBZZ6Z55mczKMVgi9KUp2LerIkxfm1PKwXix7NSorxZK6IE8ZpRPfxtFIc9m7jOBLEcvE1xwI+5MaV4EKgVoUUp8blog6X1mELAyVFwjpvHI3jRIrOWkV5CDCWc6skc+bM4xhhDAYubTZ2rjNbliXB5RW8eD1wcX2BhDIPNBOHokyUh6RkhIXzcSHnyDQmhFj2N1MwvV/BsDrOdV5mXQxAsoSKTtEpkUM4Uoy4MHRk7Irq0lTgOtdFs0UaFGDJwPJVoXmiYDWyTEVT2bfL6ZrUgKxu7VWls+5lqubcUFeK+bpS5dS5rhoiVOMvZwMjnF+V61otEaTwvDhinNFoVa1qtVKrLBpZltTxD/yVH4cdb775hteffsL11RWXFxcM48AwBlSV+bBn/xBwWQnTWBaAs/C8qYTbIRaqh8LoDUiKC8wHNC6A4+bFNcf9ETdtkHFjoXoCZEc8PBKXhXE74b3pSpoTCxk/XpguHDMxReJygBjJKbKQCF4ZCu/XmB2HBWYSu8MjGSFstrhhw7i9YthsOESPu30EgTEI2wn2EXSxNRwKOCHOwODjwf792edXHOYFSTBOgU8/ec2H9x/YHSIuGKH9dnPBzeVLDvOBqJnD3to6TQObwTNKJu7vubgYmR/e8e6bGffJp+SY+fDNF3z75e+4/+5blmXPh9t7HIkXn7xm9Mr1taC36z7kFKbg2Nxs2B4PDMNk0aE5s91u2Gw37PcHpmnieHdgugCSGdPBw9WLLYjgvePSH4ue68jzPeP1C7IbmAbP8bBDY8KNnovtxHQ18XCcSdlDFHJ06AJZlGUIuGnADyVqYjDhmJP+/9n7tx5bkmTPD/uZu0fEWisve9elq/vcR6MZUZcHCqIA6k0v+gD6CAIhPRP6CNILAQJ6kAQIfBH0BSRA0KMEioAoASIIUrchOTOcOXP6nO7qrq7L3rl3Zq61Itzd9GDuHh4rc+/aVV19uk/38e5dmblWXDw83M3N/mb2N044HmKG6YCEkZhm7rOyH64RPCKDFXEoad3ViSg+gXdkF8kkcpFhtg1bFWTCAGFAQrBoNWcVJinAIc7mqWZHGPZWaUiCyQwZzGh1xXwp+q8bpJCdnxDJhMMNa5UDcPs947xwf3wsYEFJN/IODY4cTZ/VwpG4xMJddfcG3lMF9e9ukxLFYn+1SCEjwTHqj1oUpQI5VP1kjVaqFaW99yUdCnqAqBrJVQdtKle5r1ajWdZjnmxKavO11007GKfoSACuK2azja3VFr2z8gdVC6fXC5+MUkEapNxn1beFtbBRC70sNobZaCv+8BzIQFHMtfvAyKpXu8Ac9hYl1Dkr8xp9VJ3fSbRw3nZPrrkUTqoWUB1nC8V2uaSIVydMKWOfe8qY8t+N1STGDeBkMACagFKKWGVp48oT2/T9ES91C69T4NstrXqMPGt/Pjm2AGY5a9OnnjsGqU7Md/fzArr8oCbO4TRjGTZl7hRCvss0O1eUroqq2H9tjWTqK83GC6e5o5WgvUt5Tw/nef61AKTvDR6ZRykZ6FKRs9LqGBgmsg6GopsHzEWRPc5n5hQ5TBMiA+INWBj2O0BKlR2F4PHONv2w2+GL4uzDgI6lPH0sC9rqgAKYUuqq15N1AflSmrKQYq9pFGqSKOuTyLyKpq9Co4xHhbddMGLGwfL810VceHeohnoVwNATibkaTu7M6FQK2aqqpfcNHu8daYndtS6bvOc7nixoJeMsQYOWPVnAzKwVT64hm566cUARVuX5t5O8Cxcsk0G0GMAl2stlSK084zrONX+zgnkVWC3Dv4Ij9YP21N1zXTx72li8neejBxD6676jtfnxrvYk37rr/DP3qHwsQKuSp9uzv0NbN+bnQcPvJuje3zqD9rfcnvRBu8+r/CkhvHgzvJ/Mm0vQUGpVR2ngrAlkj9fEop0sq96jBvxqm89O3Hbco6VzCDC6jAuOKB6VbAbcB7YKKrqLz/7sz/6MTz/5BMAiBqaR43nmP/5//D9JMTKME4+PR1Bl2k3s9ztO94/sDnvm85lYUsScMznTru0Eyd8tyqMRXJcxTinjCy9Qzkvrs/feCr2OgTifWdTS/VJMEFey5ZyMgHtwyjB4ksv4GBpwNO2MNyQvVudChFZgzJ4B/GD/pL7yhh4VQ9SylRnHktZWQCYpkUchlP2keY7sGj47/DHhJBBzIi8LKc64lAm7PfM5E9MDg58IYbIoAz+y2+9N8XaOoVQ+klCUBs04GUrFUPvMddLJRHAFTJtqaN9dyp12TlUFU3l0tx7W9jpZZfK3NBHBl30z50ySstcVsDWLAUneu3ac5kyKER+stG/OVm3Pq1+LYogrxoC29edDKMfnBjqKKDHBv/U//d9y9/b47R3+PWkvrq95cX0Dqnzxq18xjiPj7Q2jDOgyc3q4R3LmoFeE3YiTwcAh32nljZlTAE+az6T5BKqM48R4ODCEYEqul9VuS8IwfcwgC6TicRZFXGSaJhbeEJylXSYWdDmTpKSq7ib8siOEzIRnz8jV5Hn11S/ZTyMuO+YEMS7E04kcHf/8p7/gX/30l9y9fSC7yMuPR8L9zLTzODewnBfOMeMF9pOgc8aPjn2YOB9PHO9nkiauhpuu6Ar4wXN1feAnn31GmAKvX7/hr3/6M25vrviTP/sjJAS+uXvD4+u3vLj6Mfevf8XDVz/n4ZsvccCrX/2Kh69+RTwfETKDU+7v7kiLybZPX1xxe1h4uD/z9hFODzZ2tzeBYX/F9fU1D4+PpJTY7XbsD3umyar43oe36PmBmK2KL3h8mHhxteN8Tnz51Ws++vgzPn3xEdO048X+iptx5DCOfDRdM2gk5EieM0fA+dngG41oiuQlssjZKoFOESHhRgNsHo5nzsdHUk7kYeRwc4NHOT08cv9wD4BMtwayqK+KPEgixkwIETcmsjirfpoTpFgMzIHBj8i4h2EHYUS0ENW5sAroqkcFx6IJX6tVlUI6LZKiOekWNC1oVPCBsLsCvAGkZY5n8RxP9m4sojbiS9Vm5wJZzyxx4XyaCwH7UJbJ7yNwREt58t6t6YAADoYhFEO7VtO0PS9Gc+x4qevo0jwt8qToRKZLrMCEtWok58Zz1NL6+340S6BzeOh6nz7qttpUW8ep1m7bGdUeUbWH1JJid9k6+7U9WSvs1IFfuA5U7KPz85pS2S7X6ZtSBSk82WQVi5orFbnICaeZTEZ1JkXjUzvPJ1KMXB32rWy7k0K1UNPN6j00t3Lya/o4IA7xSk5lnGrUFxeFm2q/GsZlPGHIhR69+b0enMshChoM4BFs7CvfEE/13qq6r2Blve6TQ5+9/7tgH63plhU40u2xz9kCsAYMqFaS7KrrX3aiXMU5JOf1yuKKbb8+X01rVFEbL1+izvr+dv8FjBu0fKTPPWVegd/WnXKFnFa+zfO88D/+n/zbz47Rh7bvDR69vT/zT/7zX/Df+Tf+ATWqKHeeeMtbVk7zmWEoZNU5EysnkBPiEjsDT1iiMgwZPwwM44j4AFgudo2o0ArIiPEMDdOE8w7vR0PfSFRSPYowqr+3zwqCLBKsxHIxCttGVCa7C6EIrc5ALOTcDSHDJpzzQhbXFo33vgErFNBsnZOKqkfFoc4EZPXaJrV871CZ1JTCb6RFJlu01zaY7ZnWDN7tMZsUlG7mNXCm/bFGGNTAS6mosWr7tBfu6yKXzXU3PdQCPKa4yqPmrbB/oYEoa7SZdH1f77BNMFq/6IVY/fk8MNTzP71LLkl/oVqa6VvaOu5CJVHrATAtD+V8eHbc3n/ND/9ufbxv7/MlCLNBsVk33+6Ii79/O20IAVXjwEm6Rh21nG6twt/mbZvjcgn0fVgTsUi7NrsFxGdEPL6UtAbBi268IVoqql1uOm1DEikyw7EsM+flzDgM7HY7KN6oZ8GbstErcHw8FkCmGurKbhz5N/97/ybn8wkQiybqlKPTfCYUGW2KpBGDLOe5AEirTK9TxPlSkQ6T5VXMrl0SKu8bAlIidC43R+OsG4sCcebxeGQ5loiIbNEMdZBSSsxzxI8OSknpmJYWYR2CgT5psj16BiTR+tz0BbU9Ni6WhVd1UCjAkhbH+FjAIgF1FpFkwJMdnaFU3bWxtzQ6gSym7JFwTklxwfnM4AQXIn6wKnF+iiQ9cZg+YhwmG2sRVByn4QqvipPiiZeA4MlYqXqViMjQxlQda1RRAeSNN9P2iqEqNevId8qgdONTCDhZ965V0S3RhxXRv2i2r9g+3/idiszujZMWbl84DKsylwqhunMe56V4vW2/cKG4MESaIlcdCe57ruO/y+1nP/8cP+1IKfNf+Qd/TvAe0bfEJTJMA8ELwyCMgzB4VwyzIgNzsgk/FCbp2RaDKogfCcFb2B0JGUtqEAq6GJEYxrWoqohXQ2irQZQSw9UNAH45EzTCLjD98R/zzU9/apFIObHESMozEDmI8Cd/+sfsrg6QhNOsLNmR/cRf//w192/vOR6P+DCYsZst8szhLJVTopluRiLGRy+umVPi6y+/JrqMGwIxJu7u7oiaefnxC3b7PX/28Z/zR5/+MTcvb9CcCcFz2AceT5Eczxz2gZfXEz/96S95+wqudxOjh1/+zR3H+weO929Iy8zOO8bB8aOXtzyeZ+5ff12M8oHbqwlR5XRaiEVHWpZY5DMNBPUhME47rm9uefnyls8//wWPr4DlxHleSPNMnGfQW6Ywoqo8PNzjvOd6f8PkAvNwRiarninRig0s+YR+dATnGYcBcRGRB5QTYxQGHTmFjxmurjgtkYe39xyPlre7947rjz7hoxfXaErIeMcZgfFAI1jvVACnGfXK4j1hyCiLFQhIiVwqm8owomGPDPuSd7gDmQtwFNbwUbEqTOI9Qy4VENreJyXqSCpbLPhgpN1eEY0cHx/IUdnvdoU2w+H8wPXtNW/vHjieZlQdwVtFhcfHR96+ved0OvGLz3/Jzz7/Bf/sn/5z/vKf/nNOv/rib2NJ/603i0K26CKpaAlY5T4sqrPp+1IjSy3yxYWSekN1sG0jXgBoJpfDj0P7Jpe0q74UPB1wVO2zBs50TuS+PbEtsPtfRtxvzvlWZ2fRaXS9jqXsGYyy0etN8St9SagalYgrwFSt7aolYspVnhqh61hvhGn7qHETass3MD74UvBESpT24/GR4B2hrB/nqn2mRa8ciWkNNKiai+uiXqoNLptXJ+2/q2nlC2Yr5Z24J+P/3pH1hU9AMN0ulXuqf/Jua1/WKLLn31tv3/W6cX4H4Pu+663zrvxlpluzbbuQA2p0dd8M6KKkFJpzzomlH7tSnCunBLp1KFddvM0LlZYGWYEq27dND+173uxfKZQ83j95MuvXmpqaVX8QQPzXSluLKRcjn8b/nlVbOtJK8Fq8tA48apFEhfDTMB2b/C4MuODxQygkfL4ZVAbaeCgkUwpIIcMz7iOHJvtOEENvnS9pBNW4Ki+mTrSSPtYsn4KkSjGSbYGug27vVopX1K+fC+UzbYRqUnl9ihYvgm14dS4UQMGJQ9ciPVREsy5LwTy7FaQR6mLvBHU/h8ukdB3KvzFUG55RwvyeCOQCUjWFsX6+/tcmn6GluZEOrABb64qrdGBSNf32fQ87rDpBMU5yMcilSn87Wug979JWzjZWZ7son356saFcrrRnpGEFmLpuou8CkOomV95xvce7t6zvIn7fcYVewrM+37uiRD4oWujbjmmG+G8fPJqXpaD6xWPSAUgtpN3VCAlTllyZazZ062xsWLYWjrVujdsmUggKm5Kj4AzU8SWn3fsSCpyzmd0ixYhnlfZ909TNYWmbSM0/N9JJU0gaZ40PluJaOywgKeG9lJQeaWTTljI2IKJWDrqlE5syYym4Vk7VwnmT2YdqefRAF3lUbueULVpUHiUb54B5w5Ipjykh6YzmVJSfaLwjOaIaoQFxEIJjKWPmB4dkx/HxRFoiPlgaHWRSWkgxE5dELEV20AJqDcZ9NJQhTVrIsrFjNEF0VnFN3Jrm1iqpucJt5FowoEVg2vYDGChj72MNpzfl0cbIiye7ASTiMOXZ3mvZc0yQkzQz51ORpwOKGLAFBDfh/QQ4XKl0qWoAkooytO3EoKraMxWxPDzA4wk62L16ediIHdf59rTVvVw334tzaFq9hZfpnw0oqnOCTgEr/EfNGGHl0kiFq6QGQJlyqiw54bQ6PLT1p4Jd+TtE7P2+tNevXjH84hfs9jtuX1zz8uULdqMp4SlG4jwTh4FlsMgLPwQjLA5iE9t5SJnl8YRqYhgG/O5g+pVzICtvSDPTBAhaoo9AxroBp+KcK4soqR0XlLALOB1Id5H99TVvloheB/yLz0xO6Yx89S/Yf/YjI8JfMkETgifsDnz2k5Ff3T3y+nEBP7DEMw/3r4nLiaQZl4XgPdMgRCnh/CmRY2S/m5AxkFyhWBBlf31guhqJS+Lrr75m8CPLPPPm7Rv+5mc/4/HhLbvDyPn4hrf33/B4OjGFxItD4OX1joc3b0inI+fHRx7ezMRZ0Snh9pmcz1ZdMGbOc2a3S4zjFVPwXF9FDlee3X7H1dWOpLLK4OLgCMFzdX3Fx598zNuHGVImPr5heXzg8XHm9BBJ6Y6/+LMfc3N7y+m08PbuDaMbyJqYlzOncyA4IZAJg2NwEyksLGU/UsRkt4JIAM24b37KflrwCVxO7CbPdHjBsN+ze3nDcJ55++o1SYWPf/xjq0hmpQg6ABpEFImKDxENsXB8WvSEqoAb0DDAMFqIpxuxFDSx+RgCBhIVLhUHjcRdjFtp1XM66OCJ/uOZdjcrEO6K8RQT080tD8eZ9Mai27I3ObnkRCyFBO7vLVXt/s1bTo+P364L/R1tFfhBaOlQAOfTCZgI1QnXAJk17alG8LV2sQe0jzHb0NV0rs4JlcFAox5I0dURVvXn1RJ6To/W6lcvdstlP555d9rJtCdjwrOfZ+1suWIjrVy+SyvN3hxmvT73bHv6ND3nVKsYjGJcj9J0V5xjGAIhOHJc8MEzlOJRUkfKNlVkKTzAhRrGObGgDCekZM45qZFnjbPIrU7PBiqV4ImaildIs0Wqhfc0/f2Zge8ev8+SyN2yrhkNXRbQ5bn9EBpEc2HlwlMqkzLvnpRkq7pQ3y8pZ5TZ0Mw4+6WC0TWd8dkop/aR8bfVYs1a5xElfa7QApiSCTULac00XK/eou8uppSNfReAoR1YVIubVAxEpPFl/brt1wKPUIq30H5aWkFuJRxdttSwinxWY7NyHoTgzYPkrNKalAoKUv5pAXXMExksxDRUxRPbnEo6Gs6AHinefSfOKqJdkJSpyGqMlSimugDaP0dZGGaI9aidCdzCt1QmYy79EYznoe1l0om8Uiqx5hiv061UxOknb6d1rxO258R4h65PvyB7kXv52qqit26+3dotH1ThugIgGaXOatkYHJ0GUf7c9qMI2Q74SWnlU2pVrVxZVM2eqUGxHWJfF3QzetTApsuR6A0lKFGlTxfe+2CdJ4O8nUrPX6YOVwNN33uHJ5d/5/Xf28V1y+vnlX3fzX2F9/dGL35bN1htufFd3jTPz6+/7bYNa91u/xIKWFS+c2UDXoGjizHKiZbuWqdYRRYUyEokUdM2xYQN3knxhpf1q2pLPhowogVssD6u42agQQl/adek8Fz4baQ3tGso2tZqVRa0Vd96Os815xIhJKXEvVUcck6I0VILBIpBVzwU2cCkNSCzyiqrvOg6Uv/SI1pEo2LOAUByBJTcjWeLkKE+cyTnAnZ5A4k1GXHssixFAVKCZHJaOMVIiubJCQOcThBnA43qUIZib7hcqqyJ/Rsqj5EYb6vz9noXo+potowU/qQareT9GnhoirbJexMrBsy5WvlEbQ8xx4bghlCevEaAQE6KUUwkXDGYwZVI24RKIuvSAea+KNfrHO33ps1rL+9EFIv6Iq6cmQKWby+sC4Em022ZawN8mhTIdSKuHF+0N1jGrTiEzBFTgCdVsyGdthQ854Rcw6Wcw+EvQKgKVBp5cfN6F5J6UYtC/nDp+vvV4uMjr371JT8bR25vb3jx4gXXuxuGYUDJLMvCXKqkpZQYdcQNwapcOYEUS3aFJ84RdR4XKh9SbdsdpU0wR6GSKWlvTk1fyAkkFsBewRfZljyn2ea3G/YMw45xHBjHAZcX7pcjeYkMmomPjyCpJNA7Pvr4I25vv2Z/eAPi2RHwLjOfZ+KiZjgNI0NQzufEeY4GgKfMbj8x7CcWTZxTRD3c3tzgpsDr8yvuj2/4UoW3b97w8HDP3auvybqQI5xT5nQ+czovhJKqPAXHkUw8n4inswElCvEMS1A8C847xiEQl4X5qDg5Me0mbm8mdvsrrm9uCGHg8Twj4riXx5LW6Qk+MPiBMIzsD1eILqSd5zR47tMdxzcLb98kljlyfbO3NZWLapMicTnyeF+oFoLDT579EFicM/nfyWaKfuK8Y5TI+fUrIh7xI7v9xPXVHnZXOD9xcrBMN8Q8sMTMtPMI9s90PYs8dV6RVAxBb2vXC4X8PuCGA8P+FpmuLKyz5gNXDiP1QLCfzZnrjfBJA/R63sbg42K/WznbyErKkRwTeUn4sYzvft84AFPZ58xZ45mXhYf7B05v79HT72GVtdKMK9E0lpQSyzKT02pkN+LdIpdFzExvRYAu9OPVLqnvRlddItXCFmv0MpnGEVjPrxWuSw+5SMzvN7iNvaHNnvmQ/eD77Rna75+bq1UXSKdzq5QoF60aGro5+fk+aK6cRuVWUjRCD+ICPmipZGhjGynOGtfZoKUnkmVjR4GWeV6KuhR7NJQ0tNbT1XjrnltWXVkc4IsO0QO66/i0qmPvaxc676pNgNaURps0NsJaj7y83VP45gmQWd7HE9tZti+zxStQddrNJNscR7VJn9y8/92tT1Wci0963tZZ39/NDwNbL/ra368CrvU997qZ9Vc2ATBPuai+e/v1wCPUSvFmbUpd7ajx/ZhwMM4eNouur8BiYe011az8E1mjh7zHhYD3Q/vOppwzAEmchawCuIwmM2wqqbXtlTXtzGZH4yOSas7UxVfMMTEtSay0i82TisQ7Z0SBRUGya8tm0tXXSBWyBUmuBMPVgNxO5O3vFWhz5WW7zWJms2Sk/lcuLia94LIF0Ejitodtr1QWvzb0QxsaLlWIbFZd98xVkG42mO5GIpDzJmWsB7OcryjqimjLugra5dZnLhvSBXDQD057F2z5/Tc70Ob35y/Uzu373k7dLtrvvDyfRwS/7aTtqaqoyjsuVfv3jo1Lt8f2P9tzdcc8p0D8NtpzHi9X9iXnhFDQAanVGntEppcLtRVw1FFlbInGoazJTAPIoflgyn3XtVUrb9W1r1I8SJgssTSjCmJTUIpSjh0aWX8DB8qVbcOpIHSZabpGThZpZJ4n+3bNeXdGtCxN2FmEkiD4ml6cLLKnAkhtvZefpj90obf9stFV1lbPXAXra+iualVm2k5dosXMAVH50JaUmM8zKSaGIZBSYgqZJS7McywlT5WcYJntX522vgyHqpFmD8Uu9g6mEtQKBTwKBjrlvMqZ5vCWDhxxWISrViWsjKHDCMpjJEgo2Rz2nXOuVGLzdbqVC5U5lK3cbs4WGVUBN/MUKRaVZWCRFkCmgTNF8aDY7rXvNobSPGO1ul1untwipyt/SHl5fdi27T0F/KnrpRidJkafrrmVDNU3xbY2Lc/aF7FokRfZ+qbqaeHnVf6L4MUbF1d/PSoXR64r4g+rxYXTmzu+/mXg5y9f8OLFC15eKS9ubxlGT0yRZZlxYuT1DmWcJjQuxnmTMuI8/urG0iAa03wF5Hoi2Mu9PtuiSmrf18hNyZAKmpFTmXsGTGsYIUWmq2tcsOqJwUFeZh72PyLmeyYnxDjg3UKcz8xv3+A4s9y/4sYthAFiSqhT9vsdZ4mMw0jwI8uSgTNLTN08VbwIqZP7IQRUPPMcGZbE3d1r3rx5Q8oLTtSq+uUFU/MTjkxelOV05HzekWIkLQuSovGMO0gzLAuIz4QQGAPkIXE6ZdKcGK48u93E7cuX3L54ifOB12/e8vBwJHiP3+04XFnJ+mEYOJ8ju2li9LfofuQ0eEiR5fiauMDpeOb66ordNDbH2fl45Morp2RRrG5wBEZGP8IUCVLWupOVnzIX+TSM3L15S/ITw/XANIwM40AOAykJi0y4qwmRE2+/fsWP9rekJVuhmoKuq2Tc6HCxVIsMihSEXlQQNxHGa8J0A+O+pL0NZZ4JLS2tjzwSKYh9gFoCXdkYcc8qe/3vYvIlxWxRYWezDXb7HcsSOZ1OxGUpPGpCionT6WTp06ejvdjf01YjsJd5YVlsnxURhmEoqe2VNFjbvmpciNp088tW1XCBlQe2i3rrdc+mil4I79wIsWW1X3S9NtD2tu2NL7Tutpdt7/du5/v3a0pHEF1ubI6X3PSgqt9tzaZVuagggpVsrzJ4a1OZPlKoVooOqD6RcyryL+PFmd7oaspfBZBAS+S6lAptzoWuUqqYjgHU6K/+WfqMHRXfceS69Vn63zqVof7WWxRNh2h2ha52egUL1HRB61MlIq8Rb1L9Y6ttu2mXL7jXoVeD8HIerIEk9fsV2HmCR11Mv9VslJU4vpaLV1mfEXBom9PVVqgj8y5dpuv9k9anWNKttMp91Lfz6cx/+v/+/77jLh/efk3wqChxdZGUikA1PcTSF5SssQy+GRKCIaU++FKe1JRrxaqeqbPSnFYFrYBH3iODbyCBhc+ZZ0LElVBaQTSjroBHYaBWKGrktmUBVHAICguK1peyviJxznK1vUd9XcJaJoazCKXO4tjMzSokqvXxzCR15bsWRdDON0W+RmrVPrtiZFYPcgXrqJffgDEtXKBNJS3emrYZdLZf2wieWSHNuO6kwrvBkXVcnyqdtJ1lBe/6w6R44UJv05Qf75D2xaD9oGIYUiv5PQVCytemXL0jJe3JotbtH71XpaY6vWuUtvf9fjvZU3T93Rvjtm/vul7/3brRvzs17QfcgX/AJpfvme3aNu6gNQ2mKh5VLtRoCTPui9wq125rssoTtYiKpEBUi3YUKQBMxEhKTQFzNdpDtYAl4MJoRId1IymbjdqDALRyrO39lLDTKtdExMCDDmDuHrcpXVqPKSXT7VZKLSTgS/WwHJNFJxUAwatr66z+bAFOFQjSNVJllbUUtaoqgQ68oMk8wwbY24UsbWkVBS2qs0Q3bDw0FKO1vJW3dzCfaBu8ExgnSGcrMOUH40KaxsJbVCOIFGSk+Sw0F7oqNWe38+0WLQoJ7y3ySNUKVMsaFh5zxmmJrnE1opWNGNxw5mUjBsclBqUAKlVBW0vaKyXaBuMI2ib/5hbtZvNOWeLZZKh3rNXdyvtqK6HwbzWNR1jHtSpQuhEWWpSgBhzmjoOryfYyF3LJ7+/WZF0/1fFgHEklvTsrWgjnnS+KMnWOZFNyVVFvBL25gG7GlfW7KYd+4y0unN/e8Yuff85uv+PllTBNIy7sLZLgPKPLYmTaXkhxQRZHyjAvET9O+JeewR1okR5tsjpK8mR3wzo/Sn6nz8VAKafgLDokLWg+o3EhHiPplNndfkS8d+z3A34YEM3kAgw7NXkQARcC8Xzm8c09r3/5BY9ff8ndL37BZ1cHroaJbx4eeHv3wMcvP+E4LAxhRGTg8fHM7BeC95zOEUGYjydUhIXMrAlNwv3dPToGjo9nBj+R4swSEy7A4XpnQHI+2bOItzWXhdPpyN1rSOeIaGYYSpW3BKfFfuZSAseJRR+JGPFycMJuv2e/37Pb7QwgOp159fVrhhB48eIFVzdX7PY7dvuJ+8eZ/TDA4NDB49NC3N9z2r0mHq1KzrxE9tOAC460zDw+KJ9e7ywlWBNLhONphiSMITMergzELtE+CYiF0NWp43yekd3A5AJDmKCkwWQcw2BpMSmBhMD48sc83j/C4JDdjhQXYozIEBjmGZGMhJLKWFPFfcaHfUlZG0GuMfBITfgGafq8AUgl0t516Wq2MXRAQTdd39Wqrukslm0+LSwxFp0aYrSKmGDRkW/v3nD36o7j45EYI89ofb83zSNoVB7e3JtjZhzZH3ZW3dI5K3hRbQUH9R08KQLSNbn8vTowij68PUtXOr3Lk7GdT8r+0NtWVhXOGQDe7PwKcNT9pXLJsoIzwPaG3/IAH9g22RHN+FtnTuMOvbxP088MXBNNaB4RMRlrW6o2HNUAcZPNDZxSWOZogK0IwQcIwThzoTlK18ikqs+WzBo3bjh8V4d+N+aNfETa/bcRR/ZZ0y26iCO7nELP/6ndaIg0Ha93yD4xR1XQRnAmJYrelWgifWaZbi3Gp6v4OeBoFSa9/bDtCN333Vyqc6yKpxIVnWONQu+evXLHlM+qC6w7oO9m+9Gcws+1srasCvQKUtX33V/5m1ev+Pf+vf/d89f5Du3XA49E8GEl6RKpgFAAVZZFyNGUl/qye64NsPODtzS1LFY9zQVDNLNIG/RGES2ClAoJFpUUUHGtuouRiFIIuSw1w1jMu/J8lLD7DqRYjbeyDOQiGE5WEdGnhDUya1ZDzhUQYjPhyqIIYQ31RbC0Fa2JHMXIbAr+8xtXFY0958gqW4vB2RZfRe5ls3i9XzmbtoiDtDFCO+Gr1s8yFNum3YctnHhNs1vdBVVG2eIfw9B4oS6ftHVJVrukly3vbV3/tq+g5JKWu7X32N/oQ1sFEboP9Mlnv7l2SbjWC6NLDpJyVMeD1W+gW8CrP75+X+/Xrqvr+/L+t2+4WapM51FlOz6qCVeNfQtzQN3YnqfyrokTSCbGU4xmqBZCyUrU7rKBT7kAOHVvLPUu8KROWSnHJYtScaWqWo1cyTkjLkEwUNxClpNVBqwemaxNSuesUECd1Dw09X1bJ7zrZcIKcNXj2jcdmK4oKasxSJe+izcyUU3bjayCFNXW1O1UWsOuNZfonhoJVbqh6ztDSuovJW1pYQ0txua1KwaId77wCa3xLO15ZJULmjC+plxAdlmDWYcBdlOpOO7hOK9RR4W+jxAMZArFfpkLNnF1BX4/GlGoryWiHRK8AU8pl+p8jhACOEhig5Mll/UjJQXbOqRAzBbJllDM/WGGdPYgfdqXpsbfIQz2cLKGIXvvCmHmTMxiKTWYhzBXIlLn8OJY0mMBJBNa+LqkVwVa+VQtKUl1Lq3e5soVqL3iFwQ3eLOkWWUGrY9+lblhZ3uFltB+MfDSFFptyq6WtPhuCpqqKkIqEzDGPzzOo9qW45Gv/uqvOJ5nXu49n3zykhA8mjOLnPEC1zfXnBfHLi7MKSPeM00j4TBBTMY/8+zmd6kedi8i1/Q000ba96PA48z5ZOTDQfZcv/gEhsC4nwy9VWA+W0nnsDDs9pyORyaNPL6555vPf879l79iypF//A/+gtv/5r/GL372M372xefIXviLP/+Y+/sZPr4ClGP03L8+cXx4ZD5nHh5mxv3I49EqN+bgOafE2+PMF1/dM11bREXcCV4czlvE0TQE/JB5PBpoPg2B66sdYXAcH068ubtnP+1xLhC8cclJ8AQ/I25gPi/MacaFEi0txrMXXEBUiPPM8f4t90m5f/sWRyY4IS8zukyEnSN4x48//YR8PnG6f8X93Svuvvwlr7/4knSET67h5e0LPJ7leEaAaRh5cbPjxWBG3O1+YpKMLGfm85H8kHDBM+4OhGHAhYGUlXSOLHOCNLPbHwiHW/aHG/w0EbNDUiaK4oaBcDigIXB4fOT+8YHpsGecSlGbcSLHhRgXTuOnDNdWvEaLAS+6MLpvIFh1NauEXCMXtKRKVkFdS1u6J0Zm0ykr315vu35LM3khnOdopeixPd9JmQsxcTo+8nD/yOl05u61AUi/102EN3d35JQZx5Hdfsd+mlo1zJx1zbagcjpSUtu3BnaLOpXOTpNOs29O6A54utRTm4Oh10OLM6OzuervPqzpzDXKO3QVYp80TUVXGuoHF8MhPNWbf6BWHStCAQ9WnsdeiuaYV7OuWv+w0fUsrS2SlpnT6USOEREKD1Iozvdq05QLOI9rert9V/l7ayqaUp9/TddaHemmu9TfbY0+awiyWu1PBgFQq7qtgJpTzACPSmEA1YqtNn3jZuTi3aoWO5bNq6wR85s+VFXxKYK5OU8uo9c2vS82uykm7fXY7VfgqOnu8Uw3awHwsjptm2re2Y3N6qo0K+uQrNftnkkrltE7+eqzXPZfCifsdzJ0391+LfBIBK6uDmaQVwKmMhq16pF3nnEcrPqY982ATWXChMG+0+J5TmoGkvMrp0POkRgtnNGH0fKovYFU3ofGAO9CWTRF93VekGkq/VJc4WOq4WPDOLSX3aeGtJSPFfa0Y7p518ClztDbhNxfvKB6LVcmTwNmyhp3/UapFa0sC7xYR7mW4SuTRp8TvKyKemttdZU+1KiDrN2ntGiBdlpdDVXoNBBINliLPb5DWD0BT3jJmixbPfJrasUa0pelnFy8DVXmPtfqwtt87zz9stnAO2oCewu8VGMIegDm21pbrB2Q8tto2813nTPQb+72XC2vvwqb9/W9zpnfPjb0ra2PtrEoEptsqSiJGTWZUTc1VSTPpodioffeWUnZqGoAUgU2snlMKvBs8zTRSAyRwtm2liuvBL5VFBkptLOfKiU02eTfnGY8RnRYsrCaUqWqxBhNPpZ0EoUNcNS3KZhSpIWwupID1n4BRSbXviZ6AsEKNPWzwgXFDYJ4T06ZJSbSooQQOOwd6WIGrdw0qckiSkROzkYm+6ynSEFTGe+20Vv0KEEZhmCexhwLqFCPsYgg5w04SuW7QvuBTDD6de8VMfvEO4/zySKMBNIC57N9d1U4Xc+zHW+2jXTV0AS/GwwocRZlpgvsD3v8NICY0eSd7U9QikuUNEQpadrJe+TUEU9XUA+bGyoDSDKyzsYpWZW4pTCBFyPMOWMAT4I6A0izxiJzfQNXEWEIV50s78dbyhrJwBak6/e7Ct4gQiyV09p8AfAX8rX8s2it0ipRZGFftnfT7X+Ve6OMTC7pnI1stRCyL0vkf/g/+l+tBPl/gM0JvLjZoeKZdntUIc2LyS0p8wC4f/OaMIyEYUKLbiaukBd/UBNaqoIrc2TDjRghJ+YUWVK0dzKOcLi1Tk47U3TiYtpxVBgzTA/IOHE+JqIfOXz0CYNzpLtv+NGf/BHkxP2/XAj7HZZG4Dm4ga9en/jy9SO/+PItX77JnKPH+4F52vPL4xHPyC7vOD+eebvMVPYaf6d8+tJzPp1xxWDwQXgMiguZh8cT4xQIw8g4BT5++YJfzl8yL4lpf2AcJ86PJ+bHEzFlhmHPdLWHt2+YTwvzqawpD+MgTPuRYfDc7PdMux3f3L3m4eGevCjTbkJT5PjwgORq/E5MIfD1l1/z6otfeMKdfgABAABJREFUcL5/jXfKj14GPv74BsmZ8+Mj0zCy3x24vtqxCx7xyo9u9uyd4lImu8x5XEr2ijDsdrgwsGQ4z8pJPbpEki4cXnzGePOS4eoaN+5ZfOD0MDMH2A97IyW/vubTn/yIt9/ccfvpjwwIjLk4WCbG4wnUonq0kmmLogRm90cMXpDBnLnJ7SAP+DgXuVijjdb0uhWXlDWHuBpVvcX9vjaDRmU+L5zuHy3aLUWWU+Tt/VtOxxPHxyOvX7/m8599DsA3X3/Dw+OjRYX+Hre4LNy9vuPq+oppGhmHgVSirXp6g+buX1Xe96uFIiAGHVLLwEt1OnWma7WJqq1X7Q3pzW2w0IEupZnaD73QJbTtRfqtE+O9D8C6FfW24Zq10siyuQCdnug1dbCqTp6RlhosoL6AMBahN43KaSnONxRfuHItUj4VJ4tDk4c8MI4ZhtGcVs7TAFcplUNyjY5eM0ic86Wi7srHU4dRVAptSNF/q+GG0FLXCM8AR+s7aPvBxSG9zSQdYPJ07J+5djeGjTpBLNL6uebcJdBEmxstEv7iHVd5xcUca4rj5lnKfO2Amx44AjYpYzWjoNphLdqq8a25BroCZh+0vbVqfhvjfNUVOwyi6khPhg6a/vdDAaS/HniEMI6jvZjCwZFzZomxPVDGqqXgXWF694QQGLSQbOdM0oTgGBws2ULZsxRC7cKF5LzHh8GqhriA81Y3WUupcwVSKZRYo5yEUPadshCcNCEoIpbXXblD8ppyYc8GEmpaW130UtaMW0ELWV/pt0WdKF0VKF0Xs92wn7Bm+DWjWOoEh+ptduJJbTHVfkgT1JueVCO260eNmiq8a2ZUFhHjXBWYFq2kqkg1MmWN9KgW3GpsVsCPFvq0ebxOEAkWNt3Grp6ixbDrnmNDsgcGEG3XUQdKf7+FsQItv17b5p7+sM25y81z/aWKr3ffdo2MWpHqp8f3/f47gBu1pk4Qv4K3gsMHiGSItvZ7krhV4GvdVptwljK3W6RhVpCSoqHagAvtrqXFEO4dG1aRxIydjm+8LLhMypE4Y5GZVOXJ+tJA8WRglb0uaS99A3rWfc9BjqkDuVbFqjeusxaib9b15ZxDc+WwKzw71GgQZ1XNolXNCT4w7iYQG+Ok0XhUNBuvjs9VaNr1y2bZCI8rV02uKTBaqm/S5mZNax7USvwOIbCQID9SuQSAVqRnHM0mLUVF8ME4fZuzDwuISclS2QjJEp6KHC8OdLNHHMwR5sXGNAxr1IxlMTumcUKCZ8mRGGcD/pDCFGMpEm3wS6U6nMP7gHMB9QNOhWGn7HYHwjAhzhE1F1+rJ/iRZElw9gyioHEtB1zmQM6KxIRDiWkhxmRV4tSu45rcfbJqGhDjuihWKYzIlVmwTvZhMuVUo83zdSuzX1LOSM7Gg0JVnlalu5+HlYdpuzNZS8/kINc0c5FC4K5CziVV7w8YOAKLkvzlv/wpMWf+8T/6C37y44/Z7yemwbOfglW4PZ/Z3d4yjCNhmhh2O2Q3GcL6nZsAo4E/hf8EzegyE6PxxYQwcL0/EMYXBk7lpaQg0dKU3OQYxaHzkcNN5lEFt0T2PnCYdsyD59X9ifjwAGHE68h8PnGeTwgDj+dHvn71ljllhgnOkngzZ1ysCZ6WNtzXIgT4yDvcm8SsJlJdgJ1XHo+PHGcleJimzG7yHHYT5/O5RZrGuHCYdhb5Myvn4yNLymQx5FkGAzVFYfDCII5BPNeHA5/96GNubm8Yg+Ph7jVvHt/id8YFJSgyBgbJ3Ex7vnn1NWle+PSjlxw+fcFAJh4fGL3jV1/dcTqfGceB+eqILgeGdOA0ed7kBfaB611gGieIM+cYWY4zy3giJCsnnrJYRQF34PrlZ0y3n+BvX+AON2Q/Mh/P6P6G3e4KP+0AYTkfeXN/b/vooQjLJZqhOo40ovSYVltPBMmJYTkjXkrOsDcZ6AZSCCYvatEIBNt7SihozaLtp14vyt43fROQUqHo8oxh4Hw8cn48ozHixTF4zxlYSrTRf/Kf/r/48i//Bcs8lzzE3992//YBVXME+WAyu0ZxaheB0fQWMaM/LbGkRK+av1RuydqKcV0LrQgFcKke8/Iem4FdAI4eOGqWlfOrbYMBU33rNTlLZZOLebLaKqvzdD3zQ9vz+nAyPknVBihVp59osbMu0/xqqu87bjINFgXU9EvBxl4CJbwcfMIheDW+yuCNwFpTKnqWFgo7adO4OXK6h0mLlnTxAhE6EHypi1Sc/OZi7fTnfnDX39tc2Izr0zHu7ezWL1fBZroJtx2YS8zDHEidzfmu96mdXSNbPbsH/XqqhXa93l6X9bg10mjVj562rXAyXVtKAEsZJXGNf7O3Hc2BqKWqb+Hj7Ndce6YV+FLosqto6+U3pR39WuDRsiT+k//ov+Rf/+/+VwuHhZIwA2SJkZSz8WuUBZVSWnMw64NlA5hMKVTbgL03L29xKRvvUcANEz4ExBn7aa3KRgFlBFo0i/SIXUXcur5XMMOJL5PGXoTrRlpcJY0rofXIWt24gCg9DL9J8egMN/urvGALGypChU43377i1lfXo/XrE4iAFyU1QAu2XsD+edd7NYFUv5Xu7k7aAhatQFuNvqiJOdI4UkAM2W5mhq7nb+7eBnw1rqUukvX7+tZcfZQCc6n4dXQa2vQ9oI26d/XGxqXh8YHI7OU+2B69DatsPru8ZQ2P7FPM1tvK5vf1nnJxLe3+21+//0Q2R6zXfR/Q9Her9WCpeYVKShCWczx5C7muc7JFUMha6bHKrxaJ04CPNe2oRfMUr0ybiq1UuKxAkpSTta6PEvlFMioIb9XUciqKTRfp5Hzx/mQrKU9VworitAKydV2bkt0b8wWfolvprTUvGh0vV93QNxt4GYeqCJbRq9/b5ZOVxs6JrKn0Uwv/qVopIsn2d7l8PKeW7mSLxHLMpFSsU8lWpayeoGrpYi312E51RQZPU0aTgUPC6qTun1uzAUfn2ZyhQ4AFewZfulELUbmSeWURYmYjZ1lFjpTqeuId2VkErIqFjgfxEKySWFaLdLWMwhJ1I1L2N08uxPbOWfqueaSU7JTgagRQv3ZLhRMxPpKiLtseGhN5yZzjgnOWPuYZcYx1am7nQM71bJsPDlwuVVtow26yv4B6aNlfR18UmuJdbkLFeI5q6mSbW93+0yJ/n5nPl+m2fcpbfQZxziLZcIjTLpT+D7uleeabv/4Z/+qv/oZh8Hzy8QuEgRxncoymq+SEFQ7ocjtThCHRiIv7dikLassKrpCJlUqKyxx5++qOMCnzKTNeX+H3L3DDNeAgDqxCykPho3TBM8YFV8iV47ywxMQwjLz87MfI+UQ+nXnxyafkN5H78wPH8wlxSlQjilUgBMEnk/kRZQaETFyWViygtv3NnnT32HRGly3yMJ6UeYHsIe2V+TzzJr1lnheOp4XgRuIMp5yJi5Kiw4eJmGbu7o54rw0ALwoaqUSvBO8Zh8B+N3J7fcX1tONe3yA5Mk4T027HzdWem8Oeq2niVYqMzvHpzUs+vt7h0sJXn/8N54dHdoPj4Y0yx5mzE44eHp2in9wwDhPj6JuOenVzxRQzD8cz87wQ1RHxLDKgITBOV4gfccOAhAnChISJnd+RXCC7kZiAwoMnwfPyx58Z2r4scNjT8mzGyRD8sUYRlU4U4ttG5SCVg6ikr7TKavX4oodW2/D74JvY+amkUZPFjOsIeYnEGHGYI0CAeJ65v3vLl19+xXw+/94DR2BL++NPPmGaRiv4kOZVBovgpRI/V52pOpsSXtZ5vnFqugqgZMgWKdO4DGuRnCpTVBBXbYDCZdMU6q3eu+rEqzAyh39u+pwW3cR0gxUcECqDkOuup039aNcrSsV3CszodTDadKcZ9VUPLM/jKj9uLT7UPVJxEW3ur+Wi2YUmW7IqijPQB3P65RoJ755LJ6s6ch/oUPqKGul+eW+iFs1TY3TaeEm1DYW6p9Mds6a56Zpttf6n4MpCtbPr/S9BwWZHsqWN6W3lJ9tUd5+N7fOsfdPZWrrSJNSACpojeHvdzW27YyrlzLOtL9VLHyXU9aZz7FVKEJtTRR9WVqqVupBWQ7bpYSu9ga4vt62l30z7tcAjVeWrX92V0s+1Ck1NDQOket+lfaeV0EkoyrW9PFzxiAfXABMXHM6HwhMR8GGw1DRnVdSkEHSD5ebaPlQFhqNWx9Yq6LomUsL411ncDH77ngaSOIyvwn7HNj9Zj2MzgepLfUYRs0FbhVcRMnTzSS5+Vg2uhdq1/tsxqVe2i7B8XucrJ9Tyh9vBMHGwQaV7otsVaGigV9+JbiJvnrVeSi42Bdl+165LD/nV61xWMqgC4uLpPkTir+u43eTJstcKZH67xrIa3myfifr6+7eq3TmX1+j+7sZJNj+35zThr92gd3O3e6CuV2sP3wUcrYbc89//rrc1hHgFPp3fBqaJVprdCoesoaRr2HOd2quXIefcQn3bteTi97rhaAE+m1BP7V5VIeijMUwZc+Bs3RnQBKGm4rZedcuoGirl755EW3PdRFjPKfdt66cAbdW7IQK1Ok7te6sq1i5l812LItiUt8a/c7l3mcFaF7YUZFgL/0CVM6qFSDsM+JxLNTpLJRSElDL5/MB8WohLbi/IO0cYshFkR7NlU7TvclrfY6GzItbiOQo5AN0x4iogZd87X/iQkhoZdkk9y5iTpCrQ4hw+WKltFzz4GrHmUDGDcgojMSeba2pRDFkd3o+looisZaM1l1z+jDht79sUy1Ue2rzMBShUUorMKTKOHmRESh1AGrjah1ivhS7sG2m5+KtSVRUeOybn3PF/tQ1hFenF2GiRQ90cl9ZfyrMbaf36bM+3FUAqe0QBtxow+p00/d/npizHE3/zN59z++KaEBzogcEpoomrw564zLTS2M7hxZRTwlQ8NoUEtW0Cz9/HPneQlThb9bFlmQFvqVH+imEXcMMVuNG8rVKitSvRvbNyhiIOf3VdppFyvH8kzgsKhDCiOHI4wQTqAikrMUVSMk6MMAJnWp58FcGu/i6Wql4fxQPTbiQeH2tBOGslsJRs4PL5MRNcYhgcKSrX0wGP52oYLBrQOabdgTBEHh4s2i9GA6XDYHqppkTCgPIheNISefP6DXevXnF+PHKYRq6vDgzTyH5/4Pb2iqvdAPPC6Bz7IXA1TVxNE3rO6Bw53z+ajIlKSspynDk54a0mjqcj8TCQ1aL3caXisEv4JbEsCc0zOUzIFBh3B/ww4IYRCQPiAhbdFwjTgAsTGceyGDefD4FhmowSQZzxFw3jCkLWz1oUUeE0Im2NHjeAG0w2VeW/1z0b3xHf3/jR8k6T2l6VUonKKDIolX0+ZuISOR1PPNy9ZX57/5Rz4fe0TbvJOLCKTqB5jdpxneyGZtU0+6WCTM6J0ZFUvUKk0XLUd+5c1cvoDGgpnIn1vWvDDU0Xkc0UuBTzvX5aTLBmPUjZly/3n2ZlVCAEmjO/v/CarvUB82BDfnw5WfvPKiCxveaGm6YNQB3vaptKA3dy+VzFFBQJU1O4WlpSNXQ2ZuhqT7R+KKbvsY6ViLtI+Kv2TX1P9Xmfe1ZK72Tz96ppU7Aj2egMrVu6HfNmczYd+/l7PnlT9d32c6RMouZwbYet4y/9p925K7BU9aZ1zuj29W5adRqvh/dzpR6xPlc/ixqGgQXVmDq/1f8343jRhTavpLdBlL/+65/xH/wH/+HTzn6P9mtXW4PiTSwMpdVz77xbFzE0j7xqUS61eAW0w0PFPKauVKSxVDVfSgqGUvLYFe4JUzwMPMpmfFRlviCoZqy4TbpKuVF7Ybl9Ihu9qU2yco0+4qiPqqnoZI9W2lpbw8soP7t1XLy6ubsGDdzt+1PPXRcbmwm3XcRbYX/56boBPF2Ha/RLUfM7EKrlmdd+VSS1A3HaAnlu02/yRjZjsAHtmmDv+l6F3yWSoU+x3g8xInpx9nSxb4XWt2JHF/molN9sU6VEWTzjxZDt8U8Gqr2H/rt3Ceqe3Lz79APGohr5z3xTvv+7o0DVTbbfFNb1qO3DinUitA1AczIjQtKaiwxUXq5WCUqtlLwbQuOfaY7UKnNqXzpFYc1BLjxI5X+qSm6bixnprQIjkFMuwEhoii79fOqnXumMxo7T7eLlSrfWKmRQFanan7b+ChFx5Z2x8y/mVXEGNCijlCtzKi2Kpk7KNi7d5qdYGltd71mFHEGcJ4iQUzRuIW8b6HKO6HxmPkdSttQlX8LBvS+RRAFSKNcvJNhgUd51G6iOmYoDltcLWiKQCi4izjIstAVoGDGzBkFyZskJzb4sWSFMk4X++5I2LcXxJCBkwrQjHR9RFeOsyglN5vnWJtilycU6L6SzqzYKmlrp4zp3smrZT40jSdXSAdv+JFUVKXO5KkGsDp5c9+oColYv4iZyTpTqIYQC3rTsNGlrq823bk3a/NJuD9tuituI4W7/vJx7rqQ45A+LEv1Dap//4gtefvyC3RhwZK6mgTEImhPz+VzkGPZiXEl/XBab/K4rkd7ApNL6jVsUxJPmI/PxRFyMPPtw/YLdYQLZYYiOgREIRZ9wpU5QSetUMU98GJBhRIaJ3fW1FTU4BuLxgSULZ/Us6klqYSiaIWarDnV9M7IQSWeLLfDAzpfHwaIJI4rLBThyVuRhdz2SY2aeE0up2uRDybhNMB+Nukt2wuBHXl69QHLmahrRMJLFUpFzynwZjyzHM+dZqbyvQomqd4llPpNj4uH+nmVe+Obrrzk+PHBzc83L22sjKz7suDrsCFh62IQaqOQEzmfm+7ek00w8nYgyoFFxouQ5sbgzD3Hm7vUbbgeYhhvCYcfgPCreaCGCZ46JlMWyzMJoqYvjDjdOqB9Q5w1A8gFcwA07A4q9Ij7iVJg08/D2npvdATcdyvtNNieywtCTrxfBoFj5SrBj/Mh7w4ls+V/Mu+/eqhMlJ8t6iEssHDAWOZliZD6dOT0ceXhzz5tXd3A6djf//W7DODRnk9k36/7T6wuX2rZ3FvVabbQWIJCLYtSKINgG4Ipe0RvTthFX8LA34bWX/k/aqtbo2j9ddTDNag6XLtIcaPPI4akRSvZx/3wd8XBnlDVdvNvPNhe+4NAoLpeic/Yog27uter4WwNvq7rJGg0lNNkCYut12NleqBQHZaatOaXFc230RV31sZoOvkb/VZC/9KUZgML2Ik/ezMXP9ff2hCLI6le6+KV1jGpiNidkfYZ33HGdB3rxZW/TSQcDSHddVwKinurMG32r/NawjiedeMeZdT6otmfaPJFsXstqc9d5Vz6UHtETMB4sLbbqWlHeXvr6bhv+UvS5v/7p3/B//r/8B893+ju2HwQ8quFWzQhyghcP6ogxFSDJVp6qcR0BxcDABEwhEfXeF0Kv0NDvGmEkdaEWj1WdUGboFYHhzJtuhKFYukOvBFVhVQTBSpQFVYFdFXjaLGjgSrfOcxMS2iwQVQuRdGhjkgfMY0s1bIqJ2ezaXsDUvlRQ7ZnFeiHBlO0EhOfO6ndkmjG9uZbqk2Pboq9jmLUd2gwc6J6n9Ma7znC2NA9XrbXNIn3a09wJYzN0Lh//OVHy7c2Jx7JI8zuAk9qj73j18r7Q4p13W+AU7X6nDnmbve0aKyq+RaSf7WFHdFtlbj1lM9+ftHrexTWefyielY7y/Me/rZazpTXVzV81deJei8yoR9tzOYpxnJVc2MOaod04awrRoBrYYcd0xi+VLLsUAkjLGs1RNyMtkTfd3R22jOa8cg/ZTvnc6l2VJCmV3+yZV24jcVXGrRU8Lq+0JXXsXqCYbMplrZqcBS1RM2u/t8Cu8aDlNq51vjYS/wKctSdRmpLatwp+tvDh6lzwDh+MbyqlBT9ACFccZUGdMnjH4ALzkgxEKJqSdxbUkDPMZayNw2QFj7y3zzTQgKRc3olTA51M7jVdyspUp4iKR2LExdiIr43HaERdVZbKPlSIo3OJyjVeB+PiUzxJ4BwjOxcIozlIPN6ilbaoS5MPndMLLSimiODUQC2RXMKcc+EEKFx9VUnu3uGT9j6x1ylyT/XrXqve7jGNQ1CkkNkbkmf6TY3yE0tDk5pyWlKkM6RuwtRiG1Y3Qlav6d+31r758mt+9tPPmbzDS2b49CNIAzknlnmxOe0dKXrcEgh+QOJsJyu2AJoONDx/E28Hz8cTyzkShoHd9QG/m2CZjWxMS+oSdqkQ2m/EqAWYTuSU4LwgJYrp+uqaF4cd5zd3fP2vXvP1V99YdFQWvN8x+Ima7hR2I598/JIsD3B/4hiNAH+3h3OJKPRD8eBqYslWbREin3z0grQo9w8PPJ6OJjiArIm5pLjO54wjIpMBH8Mw4rzj049vuTrsgIwTZXe6Jz/c8/WyVhm01E0rpPBw/8irb15xOh4hJ5Z5ZhwE7y099fpqYn/Y4X3g/AD7IfF4fuDT6x2jRk6vX/Pmy1/h4oJkuH9Y1oIAqmiMLBHefP2Ku1E57IzrSmUkieMcM8c5sWSBcSK4gew9iwo3Vy+IYSKqEPC4YUL2ezgvqAgSRsLowSdQq+L3xRc/Y7q6ZhqvCxgsBjiliL38iyZdaumHZpn+mstaRVk0ApmUE/OycD7PVhWzeAaX88zx/pG3r+949c0rXr16DRrfe93fp6aaSDmV4jqu31gawLByBJUUT++KE7+rni3S9CJDT4seIlIikp5ou3aL5sHBAD2pcTViAPLaU6pu92T3kqrzltLtkkshPtmcbc+76lLr5z1thLSI1gow9JQS20gsfWbv6e06xaKC2+bdnr/G5nR8I+2edK69LbJgv7tCLaLqzJlTCoVYsIKgqditpUpqu0a19TpDQZOuHrQapeyk2Kl+va3WVDhp/Xi/AfA9jIPOEKl6oHVzdSg9MYeqklbOWfWTFaRb/6uounU42/t15Vghvbdqa7X1t1QC7xRo2fSbrIVxr2YC6Dq3LnX1td8VOJI2NURq1PnFkG10dDtHhQaetud1zio1v+cJv2v7QcCjZVlYH5smbOJiwJFzvokOVW0M6Vo4kUIh0XbBk2o5YGd50a6CRLKSu9bXlVlfRq2OVsPqtSir4v1qcGnNY6OtAx+8pd014GMrXBqCXIRMYnW05pRLBEMuC9oqGeUacZBX5vMsqznrnOvu0SGecjEBmjHbyZmL0L41AuY9rYAt2h9aBQsdOtm4W9qTb8YDVgGsXlD1BTer78FuIpiQU/VGxsoamQErml05B+jG+1IgC+BRC3t/T7vky3jPUDQjcj233Km+hg/MsV8rVWkTeNUL0+0XmwV7SV7bNqeOC+zbNaf1fmuaorZN+jJCpBPLDczcCKfLq78DUbIov24T/CEl0a/ZcioEgRfP470nAstiqa1OrFpFJXy35bvOQxut2LxZtM3rwjNRZQhV6JesehFisggQIW041EpPV8BaHeIGUwhEQdcKZcF5UwBiNiJwV9fw02oKNYInDKPJpBTJUtOO1vZkfYhY4QEgp9mMHm/VCrMaP12LJHWO6jXcAFHveye6KktNRjw3aXLe8MXVY7NahcyYcuEOUa52V8QYrWLOojgxLoBMNC7WIpwjVoW8jxgNVugHcZDGldYilCyMbIWCjHhbQT2Eg10zJ8CZUegLorRythl3Xi5l4/0AXgJOgm0WKZJzKoBHKFFaRk7pxEDBpjA6i6QS8ZbGtkRL3XOC+IyWClfGCUiL0rW5m5mjM/A0J7RUfTO7QMkC7h18CFBAzW99q7VVObJ1zOSshvqwJQk1zsN6w+Lsqfd1UiI9lUwkx+qexFJ0yv3WdImqY7xbVv3BtsdHfvn554Sg7Ebh9rDjdj9yfjzjryBWr7wz7qxpdwUUENiJGXBSUpBWTaf7J8AE5xlNC8HDsAtWZRABRpgVhqfCWPP6Lzfdw+GmPQHH8FJIp0fi8ciCZxkG8rjjJ59+wvKzv8S9eIkuM3f3ViXNhT2nsxDkzBQGbg/gfOKcShQhQIzsdwOH67HIdiM4enH1KYZRW8ppRgqtwgJxZo7KMSXikkjR8fD2TBoTH3/0ghcvbhnHwPHxkceHR3a7A7vdnvHtI1kzYYL9GBAG9oNnKVxPyzwTl5k0n4yAXzOnxwcGrwyijIfA1XSNz2de7HbsveCTIMOIXt0wOcfd3Vv2AcLo8IO3d6kRT2Ya4cX1jhfXB6abA3E/8OZ05vi4EJ0R3o7TgDvsYNqx4Lh/eOTmzz8j5oGYFTfPDOMOrm5I54XgXHmXhqipZt7c3XO4ueNHt5/ic7KINR8+IFz7b6cpynxKLMcTyzLz8PDA8eFIPJ+Jiwn3tw9v0dPC/f09b+7e8Obujvu3b3/bXf9bbafTCSeOMYwGnNRUPtbskOoIba04rBzViVX1GTVCX2j2Rl3+LQiggBS5RAetFaHXn5faf4tUesbsbTZF10HTU1J3Xu32uqdUJ8pzjodaqbe/R98u+9I4Zp7rZzXuL0CnZ5shXlivLh3msqbltXCUUhSqAmqqplMU3a3ep5hagCtpbdWBvxI2UyK4VRyiroGrrahh5X7pwawGeH1oW1Pd3686lgghecc76D/HF/vm+bmxBjY8o79Tx/P5efCuVu2Fdg13CThZhG1fGbZ8vO1/tT9qFWfWrIenD7N9nvV6ZoBUkLf+XvtZUKfNmHyA2v7B7YdJW8u5IJayGs8K4nJDqKvQ6QeghT0GI8kW51saW6BEHHnjOxLxJpzEl5dXEFqRFjlrvLGmMFcQKaUEvjOqi9VbjbSy9GhROOVfMwqLoVe9zHZTA5tc8dKjdRFT+J9gXSgXwAtb+0m6BSnrL83oklJhKVfUXNwmJLOl3NbzNrNDLn4+t8jqOX3KTlHQy1Tsq9+Y7CkREG0suwVcDVbx5k3WmiaxgkO17+4CSb1s2q+8J/Lj+62CGkW1Yl0l17qNbw0D/LBr2YIt6RhIA4FWkEgv+l6V5u0zfFj6RZeG0s+hjXfEXYAcW/Con4NPQIAVun/mnvb772Jbc3opWOrzY1nXdFbF+cE8aPYhlbtHgJyXzbrsW05m/dR5rJohmMdHWlRepCfRth8VaC4bEIqW9KKcBe+2o5vUqh+2ksV0xJAtTKZEc0hA1JPi0pS5XOa1K4B6/56Dr9WwSoQM0rjT1vlZ5oZb50n1etVmpKexPHMnL595P9rIw4sMk5K/n3MB8SroHAz8KlZmjpmY7Llcfhop1zbfAvbExaIGcAb8AEZ2XTMoLLuax9lU1hCwqrbSMu9IcSXVHkZHGL1V+QwDMnlk8IQw4geLkJUcyLGAbIMnjCNhsDRrTYo6WLKRFos3Bc48h8WxIR6rpGJywTuHlCIBMox2j0KUDQMqEGMkDKP1yQuZjGRHcBO4ZCCiJEQMyFGvG7m7UnhWAMrmmuTOaVBB8EaIaoBNztuX0GSZ1H3WPZEt1QlT5e06h6SllUtD6frjyj6HENMqu8DxN5/f8W/92/+bJ/PtD71J8Mi0Q8c9jyp8eTzx46EYewhRQZeFWU/46RGfFVkiIQw4n8HPlv851j2sRhMYOTYox/tX+CEwjCNuDFvlOFcC7ot+FZXB9k1HllDMPI+GgDDiksm34fqWjz77Y3b7ax4fHviTP/kLHl+94vrhzCcvHvnmmzsGH7jd7bh395xywsdEKEEPKVoE4e7KqgTKEEgxcT4v/Lf/9M9x4rg7HxGEXdhblUNRxuuJOZx5dX8kaWIMjsCALjBrNA49FwhugOyYT5G4ZDQqfg22ImU1OTYv/OSjj3jpBnZYxWGCcDo9sBxf8ZAzjsxhmhivTbe9f3OPLDN5ckzOqg4zDQxyxdUwMQ2Cn0aGcSJ4hxBBzyzzwrxkkgqnGMlnUAkMu5FhvCbcfsR0c4ubrslhx+IG/PVHJH9F+OglsruCYde4jKr8tAmjECb89YGf/MkbTucZPd5xjOBCYJz2yDD9xub0hzbFnADG1xdtH3QWLWPzIpFT5O2be371yy/4Z//FP+Wf/ZP/jF/85V91e/YfRvPO9rXcyGGrfN06YkWkkfamnJmqndaKVxhXkjOjyMCieu5Glyh2YdMnjNfPQCtdgY1yJhjQbSnYNQLK7udLMaNmQ3eOhKrntR50dtG7gIaLTzaq32qQF/2j6NRm1nYJd1WPzAt5mUkpM1QnYD8iXV9Mz3SrcFRLDa+2l515AUitO3kZtw50qFXrnjVgpAMvMH5h8QjFtrV4/JXbU8Flb5FHUm7XwKvvYwtU91Q599L2+K6OoPLy+zpRFRhs5mj339qqHl21+F+n6YUuRE3rL89SVebqL7ZjZMUe+u9le2DtW2oO/2qfsdJTbBRy1ovlQmvg1nv90O0HAY9iTIXvQfo10oEzhY+hbJS1dpbz3vhEYjIei5RBEsl7S4nIloCuRbl1ybyvOcPKeSTN+6mqJa1KyM7eYypk1q1cYp1gWP98SZUrXbbrlJ+ugk1UxVlZ/7LzXXuhtoAbAKOyKt0rUrGODevk6CCS9Utquoy265VPq0SxiB6eEkp/SNsq93aPEKQZt2vTJ8a4dJMfoQFc7SGKEHWdkXjZenH6XNsYoZ3wB1qloMv2ISTXdeGuOMkWKHmn3H32WuV6F7JwSzb4VCh+GPj11FCun+dLYVLuU7FPuDTwniLgNcy3k7PfSXb/Ljn8G3iUS4nmknohCPgK+Og2SK9UOLtsAgwEG5M6cRWjdUCIzqKSLNbDUiIkl3StZNtRi7IR+90I7/ptrBDgAUYc7dBufTtMQaJWwWgnlkG/3LCa3Ktff9jL0aykZSH1Co0uG2UphLFEIHXeRKEo5EZ0bcSzJUS3i7Y0PaN6YFaFo8oPKffIqaZfYRVeqpxW2rntOAoQXc9fd9pVBAmotwCYGmW8ZEhlOJ0Yt4n3xoEyiHkcJQgpWjTawDr0zjmGMODHAQ1iUQqakJJHH0IgS2KOqzJt+4CtSXPcOePLkkBWi+4KQyAMI8GP9UYliiiYQieAC3jpwCNxBvRtvFRtRyrgte8U6LpnrSCiVvBTLi5RZYizeU0D1EtEWvOkadFPapqO35BoW4raZQSkrGPisZexmQ+2ohxSiNhrlJuWtHdvawXQZHMhpURMz+0uf9jt9OYNX/3iF+xGz+AV+fGn/Or+iPdHxt3E7rBnmiaIEbmfcEMGf2KaMuOY8cExjAHGAXtH0cqRpRKaFzJ+WAhXE85N2As1kLIZgQlwkRat5IayGJ05Wlx1NA7mnBrKXNgL3gtoYj4ekWj5ZxIX8CdgRKNnOWfe3H1Fyo5JPJ/c3BDcmRQfzGM+wnyGncLowI8OHYRJlCsnVsY+K6MLLGONtHDEvLD4QAi+gEeB65sDk3P8+LOP+fM/+zPGcSDOM0EcL29f8Pj1EcGRC8+aH0wABR8IKA8Pj+wwwSMxIjni3cCiym2e+XQPn904bveJ05sHRp/5yy++Qa4mwn5kIDOEgf0wcXNzTRhHhmlHmHaE0SOSiPMj8/FVSSOC8xKZNTHtDgyHG9z+iuHqirC7wu2vyGFkPkXuHo58/NLhpx1MYxGeNf257I8hQszkJbKcHzieFg43N8juwC4DrDr4b7MprBx1RTbUDICUEku0Kmvz6czd3R3ffP0NX3/1NW/u3vzBAUeAFSRyDsmuQcQ5WaTzUCKSUyniQJHJcV7MMSKhOUo31xTXKooBqxGvq/PCsJI1it2+p+hk0uno2+vXvcf6lVYajJJqZtH3lUux7kG9XeWeGvu1b1VffEdb9ZC1D5WSo7bqL7biSmLcSxuTuOyrNlLFfCjP4KACK9W6aZXpmm4jG4xltd5MX5KNw0XafezKQq+1tkikrhm+V+vGl/fjSsCHrvv7evc+OayQuFzIAekAjCc36392OqNeZte8o2mhOqADUWqETr231PFhnX/9nGzUDP2U7d/xRT+s4IRrB27m0zsMqY2d36rcsmKl1aRvIE+ZV8/Riuhzlq99nrNVu+05mURX++h//3/4P/Hv/1//b8+d/b3aDwIe/ct/+gv+4h//mN1+NCNNaMBCzpnUcRbFGFG/pkf4QrhGPacoG6sqYgZKEwBFCDQwSLpBb8gwBkpJNsMsUyyJ1SNaAYTcRdVUUVBf5GotsZkQ9ePNcijGjC8pCCs3Uperm/tj2wP34qeTNNKimbbNLizUify+N7MVcpeAkVZcyB7Y+DxKJ9eUlwK+tTcg7bOWfkO31KpxsR2ajSHYHrFGbj3XZB2ftrHUnr9rAXWnvmtg2jLujfFN32EdmPe3NpYCK1/V6qWv123bV+mX2WT6dH61vy/60l1pDZPdPOwqg+tbc9Lej3bnX47LtjICbI7W/pvut42g/TCg4jfa+s1JlZzF8hYEJGnZWKteUgHfOinN2G9RPZfXzrTjYOVdQauM0K78rG0LLUS6U5jsT60vsYxhLpttRNUiT+zSBSwp5/dvTNMKRK2bo1JBGthuoPV6QIkU6i9W51I/nyiVzkwR1Lw+uzi/Rj2KoFh6lHl4lwKElWd3iltm61cuY1I3Sera0QY4VYLtCmoqQnVI1mdNmtd1I4KWYj4+O7xLOCl4W6e/RBsa21Wk/HMQZOU+qmMkwO4QcIPy6nViwtKawxBaBG0qe5oKkIzzRAYHYgBlShmdzRESQmDajQau4HB+wCJnDYxzfuWNMJkmWOi+gSV4hzBgoFEhM8Y8gS4ovoQ65GxzIoNxDYrJl6aYdvuk7T22szoMaMw527WK00bydg+HAkpZidQCjlXCdFN8TZ8Sc5o0cHDdn+qe2mSzK7uKdHt7FaGO5iyps9zSc3zhS1wBxb9vT5vOkbdfveLznAleCcHzkz/+hN04EtT0KS370N39a8b9gf1hb4DeWQrKOsJyD5rIaSEtM3GJZODq5UA4TBbNUQwHa2IBR04hz6tsKTLP8lgv9knvkOSw8HDTkexdZ4bTySJ4nEeOZ/x0xo9XDMMVh8NMXIQcZ/bTnjlGdmPixX5kTol4SowjXO0nwjgRxh3BB5awsPeO6/2ABMdhSaSkpKwkxEiUpwV9kzieMj4rkwi74Nl5z+QDwXl8GJGQeX13x+l04u7tiaiZMHqGYSS4gTE49s4zaEJjIgKurJkQPDcvXrB/ceD66sqq45G4vdoTPbzYGRdVPCvDNHB1c83ghU8+/hg/jvhxYtgZeAQLpwfHg55QhLgk8uCYfSCIY7fbMRyu8bs9btrhph1+3LMPmeT34IT5fESS4spYkVOxO5WS04hIwI+e4AeOxzNIQAZPnBfyPDOIZQq8c14mNvRHP2SrKmJOSsqJGA0sQtUq4S0GHKUYOc8zKSXjOfrqG473D7+ZTv3Ot7o+LUqBUh7cO9tDcsrEGDnPxuV4fX3FMI0b56uARRuVlDXnO40lF12mbuLN6ena/XtHVTNFoOGWWu2dalRd6J5tj+nSsNq+R+lnUf40XnKdVnCp6uu9zv4tw1bsUtv31/tU0Mp5Me7WetmqW0pxoJTrrBkPW16hFkFTR7noPK0Ddf9T3WYUt+NLQAWVQ7DtshfP2kemdPtz0/HsKplSmrIAO+IuUwz7wXmH7dWDW++1r7bjv4mE6/Xapr5qmydVh6xROatO7J50q55r32+07Hf0Szrd1fjxTOm8NOQvHHNqNoKUn/TvDWz+1NvWOVWv986p2O+t9ZKdPV7Huvv7zZu3vHnzw6Xm/iDg0auv7vnzf/wTnPcrIKCgYgZDTfkS1cIbYVwb3lvYZB8xoorx23SavvO+cRe5kt4mbQJ2IVndG2sROpTp3P4DvUbb5xlKv0gL4FKBH9lMeGnXbZOvTt/u+TfmehdZ0ITreydHOeC5NVbWSeVbkoLAv3851siL0g/tLiRdbqiu4n7tmtTRoR+7jYGqVczUM/reyGrc1oUk7kLMyMVP6JHXHuHdvMXuna96aS8cn46E/V/Xv/vx+C72SAOZ+s10NZp6D8Fl7+12Qq3GYJe6nBA9st/1sR+qCwbids+2eWzfy/bYNYWkgX7a32vb5/d9/lttZdw2feserAGWbcLVNbBylVV5IXrxjJ2Q19CBnesiXxUAX9Jzcy7ryGRT1pWXqm0cihEjl5Vmns8iY6pyUvxFNZcdKkhg9/X1gbaLtVsS0k1p5QlUK+94g7Jukv3mK25NS9YCOuRsfTcC75UzTZxCjjSOpsYrVSqC5URKpsynmBDRwvOWUArglHO7pjkYtXBIicnZDkQbipFgY0QZ3/I+cxtSS1ELFm1kBM60tZrVwP/BKfhkAJp3hMGqfiqZNFsqhNcS3SMBgq2zrEpeIroY/8MwBPzgC/+ea3K6cvBJ5wRR7HdLIbN0uOyceXhb5JFHqWHmipXWLnM8K4jxMalkvIw4Gcp9pQOS2isqfahGfKfo1nmvNeXD+GtqpbRcyCC1kVqtqtu7mvTKr1j4+kaRrd8Xeeq8cHnRJqJ/R8TO72xTiMeZu69f8/Od53DY8w//4Z/gnWfSGjWmiC8RN6L4YHPHqeA0QA6Wu5ky6azE6MiMxpEmpariMpc5YRF1Vq2tvMs8F7CoizDYuuFLX5NxtqozNFcAHC5nhsOVyQ7vER0I14nd7QOHh0er0OZH3ty9Yb/fs6SFMI3sxpHH05k0P5BzYvLedPHzggzCi/2BUTK7AGGcWLKQUibGTFJY4sI8C8t5ROcFzREXF6ZxwGsmns7keUFTIscIS8KRjdOsPFJORv4dsoeh0DaUyoDee0RMPtx8fMv+9sB0mNhNB17sr5nYMQfh5dUI0bEbB/b7iWkaGILjo4+uCONofJ0jjJMgfiTNgXGcyFk5z7ORfDuPeo8MI8N+j5v2uHHCjRMy7XBTgOkAw2gRJsts0ew+4MNYH6bwtAVEFO+F65tbvvr667LvuVJd0/jZgvNPBcG3CYdftxWZkLNlOKQUiUs0gniUGGPxyNv35/OZ8/nM67s77t+8IZ3Pv8HO/S63EqlTybLF5G7wVpEsptj4BXNWSxVbS8xuHPGuBghUW6IBR3RKRrV9TCnJZEo2O/Ww92jt7zOFuv9so1zs+6rvXWx+RUnoqT+fc0tv/LUNQJHN96a6FStKKJGV9YgVvNGqv/T7bKevaalH2Vv+9RlrYSgbwsKB00Xp9ONoB9VII9rv634rqynR9t4nj77aLtKNGZg9t0FISnGZLYp1ca2mdDz7Pc2Kftr6KK9tMELpU7ON1nE2B2xuuuy7+vWh4umpvVlm85b2kVqNuX12Yda17zbmZtXjuwO1nNxAyvWQDXCmHafoxlbbzp8fuv0g4BHAOI6Mux2AlfrVZF5MrwzD0AZ9nEaqJ9E5b5wNXQSKgikLhf3UFc4jV6qweefB+zZOG9S0vsRuMfbRNja/VsOt9vVJulNncOVcieOezvkVPOlyHEuuqNSFUO9X+lUne02ha/0qv0nHsM475rsJZSm8IIq4oevcu6dKnWD9IlgXpa6LkueFaBV6dszzi1zacds+rIp/Oa8Q063Cv/Rng2bU+/W5nVWAdF6DFn3zIaHTuun7E0Nk3Yk+6EqrAVR+NgOoA+QKIrGGYxaB3sCx9SorqNfdpwN0DE992r9ntrx39hqke+6tsHlqmL1rrN6VVvfbaSv4ZfaK5Mv5V8ewpsRoqS6s63naZPT2wmWSpqGQ4nRNkDWsxdv71aVW15LNka7Nl3V7b5xLUoEiTCGnA8XVtbNqXv2qEFw0YStD2uA8N6efCSeuOekt+kM6xaj/V4VXt5r6udtt4vVUV5XVnIoXeCEuCyklRi/gQXMkZQOUcoxoV5mzRnr1Ieai5mwIwBCt76k4yVpo8BopjgQIRguEOCvbbWXugRKB4ENgt49tM3bOMY6Bc1pI57ko2Q6nRiIbl0gkktU83lkTJItqlbM5ScJuZ3tVMabFF6W7gDomuzxOipPEWVSRcwFxW/DI5EjhqagzQYxrwouQSAx+Xwi7TR5ZlbM6+3Sd1uVZLO0ytT2qOlXM0ePR3FUkrGBVN+fQ9bp1w7vEwhs4Lm4VJgVYW0F4h2g2DkQo4CMW7p1zi4RbFcK/b+9qcV746ouv2F/tef3qH+G9Z5xGhmFBxBFGYdofmMaR4M0h50TwIRQNfYIlkmdbb+M0MRwOII+wLKCpMNDXPe+MpWx4iOey+L2BD6HKx/rOSlRjirhmEJUIPidICPjdHqPhDkgcGdSxP5+5mWfGq2sIAT+O7PY7nCjL+czDwyNv7h9RFR7vjwzDwJIycYlIzFzdviBIJJA57EbED6SszEtkSZl5hkeN5NsrApnj/QNjThycsBM4v33LMs+FyN4xqeMqDFxPgbfnmbQk5nQmSTQ9dgy4YWScRvwwMASPuIQbhfHqivHqgJ8Ch+nAx4crNGc8npdXO5zAbhoZBqvmGYLj+nZiHD0xLfgQmQ6CHwLfvMr4QYiSeZzP7NkzTTvTr4cBN474acLvdsg0IuOA9zvYHUwgYkaKaibOM35/DXTrtEStiio3L1/y6utXxPOpVUXO4kg5E5Ku/GpVx81YYNlvKuoo2T6eku0ry7ywnE6cz2dAicvS5FnKmceHR96+fVuixh7tAn+gzeSrazK1csXOcbE9uKSADcWBUm2nKn97CgvvHMLS9Mimk7WbdRFHJdWMrb1rrbfXLvvLZuug6dOdo2v7fNBXNTO77Gm2SacsveuuF9evJIrK+hC6OXarp2vXj86860EN6Q4TivKy3lOq00VBa/pvtQ2K3ldtw7aXdjqbdr83ntSila7H9WO3DnSFhuoorinxayQ6mHxYj+LJNd8NHK3P/+5WnpWuWMbl8Vr5gLbUJhsNuPzRrLEPVSOKzVlfs1TcYAP4XOhGtdcN2dv2qf++RVNXZzUluq3MtTU6va6b9Zynkdirfd9m5Q9ssP1g4NHusGe336NFiOOWoiCbh0ezLaZhHFjzX8uEVjZlqI0k1ISVD4NFKTlnntZaUqm+CzrQYBPquJrk/aTR7S/mDeqRIa0Drqud2AAFWS9E90JM276425b7wxThglRqVa7XBdneaw3NNMmyVjC4aHl9gI3NVu932WqkQH1m14Ek29zdLbhSn0mqwBG7u4FQXd8ua3C7EooONjbiSjj7ZT/l8gP7tVV5MJBMS6meddNiI7Q6y/vpwz/bpI3FOniy+akXQMH72uWde3CmLuAmrKqA39rZm/myfR8Uo6lEbX3AMz4vJ55K2gu592FNL2fI70arxqtkRUrF3Qa7tBdkkTuCCXmtoAQU8mU2ikh7C03Sr3Ne+v+VnPC0LG091WvUWZRwZR+wKMxJs5WkrblW0s07LYq7UtZWef8UIh8RjFhk1cgrqNKiG4VnNpVvHcT16aT+LJEzdfPs7ofhOTRCzDqOuWTZu7L5uaJYLLF7zpq2FkllLTu13O2+CgUK88OC984imnpZl4r8tRJlTcxU4uwmhtTs3BAgeEFT8RBKUUTKu18S7KeB/T7y+BitrHhWvAsMAmk0j9s4DgxhICvcP35tkTIiVslPzXuYU+Z0PBMGT9jtW3qjsIK3rnpz1UClKhc0gR8GnBtKtIcBSCqOtGgBQQvrXRliXwjUfS7pcFL4o5px3723Ag5KYXTMcUt8bsUqHN47q1BUp0fhD6lzygeLHNaWemhzhrxZKuW+ZX1tP6Shi+X35vCRch1N5JhWhRG6iKi/b+9sGfJD5Gd/83M+/+WvECcEPyB4UlTGBLuD7SYpLiQcOQTjmAzeqmulZKT744jf7y1SJe1gLKmVlNjJtCDH16SERa2cj7ZOvbcoISfWoRIt16m0Bbivf1NIazLiHSFMRod0GBBRppcvuI4n0t1rpuXE7ScfIcDgBE2Jx4cTd3dvmK4O3L2+BxmY5wJQDxNX48RhdHjKOj8ccM5xmhOn45l5N3A+z/zRj254ebXj1VcOR+Z6dLwYPY8PD9y/vmM+nxiHgZfXLzl4x81uIMbIKWbSYvxvKSxknZgjjDiSszxZ50d208Dj4xm/PzDsB1KKPL59bUCzCJ9+ekuMEe+E4C1aP5PZ7QKqieubPfubHeN+YI4L4XAiygKj8ChnrncjH928ZMliROjDZAD2tINxB+MErnD7BUcYdwziLcUrJnQ5IsMBfE+CbXul3x84HPa8+uU3fPxHA2EY8M4ThsHA/2TyUsKH6mLfv2lUYhbjNFoWzqcz54cjDw9vOZ2OiAh5MfmRc+bx8ZEvvviSr778mtev7pjP82+8j7+rrS65TjUykZsNbFWte59jHEe8dyXSuKTUJ6vyatHIjhQj3nXruP7WbDVtOgm56t5utayqnlEoTnKhNN7298I26RRv6fSK7UHdM6PvcDKbdt6f+6xzoqrtTT/MBuKIYjZfQmO0iMWN7dbbFtKhFtu9ud531T4dIrnsnQ1VwLQIB5Jo1rSCbezrPSvJeP29t2MFB65WI+8diUVrroVMzGP9pI8b26vqM7KFFIqEX5+/N5T6QIEalfABzTitLvb+plfZOGUtXHmlGq3rxlgLQieuVmdfHcoN+NmqmU/NSgFHdRJ3D9ue9/J4WX/2AJJS+mt6bNpwWRqJuR3oV6wg1+rwlur83D37oa12/w9ts/1g4FEYRobdhKriU8aFwFCJy3DM81L4FcqEyvadH0ZD8IpnVEQYxwmrruYNMBJnfDzVwBJnXowGstgfNvmrV36dBBWoAdokAxMywYenEwOaEeZr9biyQkScFTriohqMc1AV6/Kpa+urAhW1T08Bk3ehny2C6dn2JNSqPdel4FtBl200VgUCVj6ip/fagHEqLSJBN8j6ZR9YkXdn3uS+HLcILCnju760DaRtAjzbn7VfdlCN4sroll/42Vaff+3nBqjp5sqHyLLWx2df4Aoclb+MmLfzNmxCbL8DWPWO3my8MlvgQDfH1b5vm1wc93QcLjfm3wXekaccP2u/1vmgZY6IYQmqhb9l3SWkO28DkLWNfn1HgrRwVBExEApBcrBzS1RgLnPADHbbaDxqspFuTZbcKsNgBNLMGCZiPJWUgSLwnox3IWXs+IzabK7sofXvfOFhlRrx0l1Nt/f4tuiOCiq7UsFQNbWqHN55BAOItOu7bWZK8J7sQ6ueGWNikOpFyavyglhpekBKhbycDKxIZPOE5oQPFhkWVRsPjxOzkwYPQzAlYn5IOA/TICRRjoutm93eMR12LGlmGDxhiIizDX3JxsKnEso7GxA/EJxj11Ur01y5F0xpm+fMnCCMxj/jglUXHYJjaYTTNnY5KUpCnRBcle4OI3dy7Z/0hPAAxVssocxFN1MjlZqS18vqS/mflaSpgYStVC8QY0nJ6RRdi0TKOO8JwSF+AFF8Pzdb5cH1Z1bWdBgo+77fyk6RVTHsZFc1Wuqc3PL3/X17V/Pe89/4r/9r/PSvfkZMxu+zLImb22uu1LHMM+A4PpzYjyN5N5ERds43nphhmHDTBNMOCE8Kqdm+PaDyI3Cmzi4cVhlMZnd+S0U5E5YRJ85IpZNNfshWTEXEFbJuQXwCriAtJIF4PJL2VzhN3B4mnEuW4paV5XRmVuF2mrj+5EfcH89M0575NHO8fyTOJz49WIoegGhE8sL+6oaXL83xeX9/b6CrKp+9vOZPPvuIv/lXP+VXn/+MvVd2V1fsJCNkJskcgsLO8fL6gACP85l5iWiG0Qn7ybEcT5wlMWhklCturvf85I9/wtv5gf3+gA8jOUfiPOOmHfiBcTR9MaWFJYNiRtDV9QE3eMbRE/YDfvI4dvz4x5/x9vGBpMqnP/kzdtcvycOeq8MtVy8/hY9+DMMVjNdweAH7CU2vWOYMUSCd8bsdYb/HqXL/zdfc3ETY3dLyerIayfo4cHv7ks9//gtul8S0P8Bg5OqSBZYZ1YhoML3+N4HxFiV7mUv0m7Fko8nSrGKMxCUhAmlZuH/zls9/9nP+yf/nn/Af/0f/CY+/+sqi434n3WB/O02zEtyId67p+CllFo2cT2dysrEdR7PtUsrNWLaiNSuIUF9xjUix1OYOFCh6Vi6f2Wldde6yR63RMtbWXW7r6KznrzrqynVTPljv3x54q9tuv7Jjc17tMdXq05NnLmFRQO3cnAtNS4ZSQ9JAjsJlVCJIbKTEKuniV1Ow+BApKYQ9N619XSJDWat5azne1ed12sa/jlzVRWqfpaSvqSrqXFeJ9917qeljq+4oUt/TpovPNgF8KaikvTdJ+KBIxHfZvoI0rsj+s6rnv+9Z2v1laydp1saBbMEjuYFJLgQbxqbGPmMH6dNsjHfZR899mjc2h4LmNYugOmYbB0NxJBebzYlDne07W8BVS5+fsx1+vfaDgUdGVObthVAiTbCJdjpH8APeOfwQWKN6SspVDamXQuTYSheKAQ+uAEe4phArdU+7NMIvQJNCmm2/0xTnGuVUFeXqTe0FRRVsFdRoL4EOUOnBoXqt8oJzI9VgPafiKZqttOW3tDXU8Lkhd/UhnwUvnOvP1SfBQe256hEXwrWv4tbDSjXi4Nu6r6VKgwgEKTn4xTBMZawz4HrBX4U42+ii4D3porLOpv89SPAeQdjOvRDOm4s8GYv3PWQV1etGlXIqr8Q1guV3Xe45oK8XTk2cdADbdwdsOmCl308v5GyLDLjYFXqwXMofv0sqlw/mEUuFYfkpkLR5s0Y67WlKTZvXsAJL9dh1L/6gtgKPFjFXNyMRwdXw8A8ECZc4E1PGu4T3JapEjBAUFUgO0VvEDVymMjZQrJORT+aNKk84s1hJCBqo26U7WcGsnvRecFiJaVMnTalSCqBVy511QKYTi7hRn41LSDPeklc4PTwwxzMaE14gDJ5hGJjCjtPjI7a7ZJJgwFGOpLLJixfIDi0VmpyDMJgdWnwObR7HCLMag1Cd3zaHFhbNjGHg+sUNYQj44FnUUiJEPNPVjt1uRxgGG4PorfpXpgHqlQMi7BzBjagL9KSNKjCOOwQhx0QiW2SaWNVSP0ZiHPAuor7sQ67wMxS+uOp9clReI2/8jUwWYnXpYb2QlXXuV9Jy88LRqoym4gypL20FvgHvSoW6sn+ntKn4t95SmowTsPS3ECwCQqkESnXylfS01PVXWlZJLyf//f/w/8e/+7/+Pz6539+3bUsp8y/+5V/xZ3/6RwYSplTkpLNUtexYHk7s9yPkxOl44nSceTzNoBDCQNhfITWVjchzaqMIRntU/vaHUq0pZpYznLnFpYRG4xFSzfgB2IeiuCeIiori6xwMAbKHqwmWM6KJ+eEN9+JJw8Th5kAIMJ8e8QqMgSCwH/fsD1e8fn3P4+t7drsDVy9e8nD/wCCPXF0d2F1dkc8ni/QZB1TheDwzq3IYPbvdyDyfeXzzlutd4B/8G/8tnDiOpxPXe8fVtGMaR0a3sL/ec38+MfrM26PYdeYFjzAmS3udnGPwjiEIo3dMg+eTP/kL1MHj6QRkizQcPNM0cvA7UjL+nqzGvebHgcf7e8IQyA5OKaHnjBuCRWDtRo6Pj0zX19x++inT7Uewv+Z8f2aKi5WWnEYTiOMeGW8YH5XT6YQfB2Tw5LywHO/QnHl194qX7hoZipXnDNTTmHn79p7r6yuOd3eIwOH2BjAAIEwWraRxARUDl3+oVvfjsq0s5wU/GPiRUmKZF2JOjMNAjAuPD48s55mH+0dev77jl7/6iscvv4J4+uH69He01UIW4j0ijpQTy/ls0Vgi+DFwdXWND77IjVSiNOoVqvVddP0CQmWthne35ZQ9pVZIk/KZa8BRZ2t9l2foCQ0dGz1jdQzq5rqXu1S/r1yaUavvzcAfV5gLcu5sQIoe1UCITI7Jogzduvc9lxp22Q/b38u+V4qxyKaQkXVgtQbsiVRSwbKKolPstbb/lntrdXp2jsPVrtsOkBO3Ov6etGeiiJ8bwPXwrWtasa0EVlufxNO3Uw5/8tK2f6yqTbHtXSlsYpMTbTkI5Z1dYClrpkGXnieCeCEn00myVntWNsc1Xk+tJsXW/qgP0AM4Fax8mufTzdvOUS3q8VK40WULVrVopfJZLmBf1rrGlX/n3/lf8i//8qfPju33bT8YeKTiWpk+LaBFSokUI2GcGDpvYc5G0qg2u4uRXSraiFhoc1k0ipgpotoyO1Zjrzf2y2cVHuxBE1nTrjb/6CcNm4m/HlMunMtLfhLyaBum687LKXZ9sf5sFk13qj5dfpsDnohTWZ+shuLV/fTiEZD+4Fr6uevNCsKuiyXn59Pk6vF1/EU3uNh6vTrvFbLkksIhxeAsaRLZ0YiC0U3/uXjieq+6T9VnrKDS88P3FAF+7lme+309990X2MhHWX+p0RUroPg86mDjuH63BZC2wmRj8L9LMD9z/R74gYvInAoQ2QLYKgP99+9q3br4gcHs79WshLuln9ZUp4QSgqs0RFC9Zhft8l30D1SHUYow93irMF5alSmwAizrAinTs+ahm7BrcuXp9NpsrXb/XKNC7B05b/NhqSlG2YN/AL8gTsgZYlxwzhGGADLQ+JKee1EXt8y6dNO58/mpaeuS3Ur+J/Jkbq7K0UrwTVWmshr5btkQnQjqPUEtUsuV0F3xDpfFwAlZQZhhP3A+n0g545w3w3cRjospuoerPcs8MyerhJbKEO+8VUxb36dCKJXHCwZXX1sGYiWC9r6lzpXNwVK0/MA4jYy7Ee+89SdbmW40kVG8G/BhxE8Dezcxp4S6sYBHBSDC8ulS0aqy+qaYmEKt+JBxzlLAKyGXuMIHOG9D4o2VQIryVEPNn77yzbtHDKzpHCItxVbXvzegkVSxUd61GvfSh0asZUqEUiyIUKfgg5QKc9u56mwiGOhbnDzLvHCe4+Xl/75dNlXOXz/w0+WvQa0S1zxH5nlhmReur2/wQ2CJmSXNVBmlqhxubzh89LGVcVcHc7K69x/QquzwtRw4CgyQJ0gGHuU0c377BiWS8kLSRJbMLhzYh0NBmQV0gBDx1wf2n3xCygt5fiBIQiQyXO0Iy8I5eAP/3QD7iZCFIUFwI7swMN1cc777Aq5uCC9u0eMjaV44xgLyjztuDlcs5xk3juxC4DZlxsFz++IaNHO6f8sgwuHqwIubazKOx7hwc7tjIZHJODKjd/hscmY/Bm4OO64Pe3a7CdHEw9u3fPqnn5EETvOZlBIPMeFRDlcHJASUyBwhljnvxHPz8haCNx6nFMkO/G5kchNud2A4HHn1cGIZHvhkf8v+yjNeXxuKvtvbvzCU5eZgUEYdSZLJS0SCZ7z6mLBPzG/f8jef/5zP/ugzdtPO1no08PeTTz/m53/zOdeffMTues82hbqAjLVqEMIPZWpUXVG1FFRViHMkpsjxeOT4eGQ+zSRdOB1PZFUej0e+/uYbfvHLL/jyyy9h+UMlyL5sayqUgUIFaHAl+yO4FvGbszadsaYB1Yih6pTXvNj+aZcGzNkkYlx84lYI5bK9a6uqzuBL7XhNUdooMOt5vQMQNkDH1i5ic8426+CJWd+IwCVoQZA6cKUABzlrt5cabNGq1NbCSdltnkZd1Sdpyvd2D6+BArmxGLQ+AyJ+pTLRPio3d3ZoGf9Wan4lC1/Nj4v0tFKYZLW568HvUPyf1TOLMqxrRb06utKdV1Pxn+jBFSnefKZP3z9sQJ0OFOjOqTKpRoR1YCOV/alOdPtUiqP5OWsu51zApcw6M1e9WenmYg8c1b+77juRVkn5SZP+Wdb0Rc1q8/6Z80TUovkU5o737YdqP2jkEXgaH40oSEJctlD1ZlyUcKte0fTBSLFLyUdRJdcyONXgqhw4vVFT//OeuVxD7NbfV5SyGhOqFOLSZy+wuYGTyininkxcQxLNqw7rQjPFuss7VPtWebeSvV5z84OK2tfnAQo6LU+OezcCsIri+vfqUPaFiJuLY55e4l05wf2i7eortMtpM567ynOsB6jKtutS++i6P9+1ATzf3acHXvzR5P8q2j4Eq1kR/fWy0o3nO/Cjp6BFUYu0/d4++oD+P/f96vZ5bkw2AFFDBbv3ptvpY0K3RuGtp/0upK2Bkf7WR8hFvrhi2/ZVuRTWUFQE8TTQE7bDam9n3TTMRH+e88iYMXL9gtUDkrd7hIjxIzXUYvscm7+cw+XKC1S/X7nLcvEWKjOShZytsoz3vkQqOZBiZKTEMAyEMEEB8DVtS9e2jVXEQK+yeVbEqE+rdK4cL6UiWvG+GFGhecZy8Wz2G+y6ga2AvncOyUpWS0/LyReZTOPuMf67ACk1jgURwS3BngNhGEccDu8j4x7z/uVoFc+ycRApaphaLsWg1MK/q4JZ085SUuYUGVBT7AphqB98uzclstAVToKMGoiEIqr4bCBeEkfSmnLd7V2sMlTE45zD+2AcJd4bZ4J4LG2bEnhrANQajWQ8gOoc4gMED8ux27eeaS0a8qnyVZWdjdIjbr2crsfkUkHPKtoVHjxZr12m0sbhA5BiMt1Ankp/wV8o8QYGairzr+7hl56Lv2/vbJoy89sTv/jFl/gwgAopKilmPvvRj7i+uWHRQo6LEEIgjUYc70OJ9E6WHur4blEk5jCy34CKmRoWmgTUENygjkUXEpFFZ2KK5TxlFwRcxCdhur3BjQ6dH8iPd2g8Mjghn87gAzqNzHMies90e8t5zjgX2B2uGYLnGxZkt0enK4IfcGlBkskn8YFxHHiRFqZhMMJ+78gop6TkuDDsCnAswul8JiEc41z41IRxMJV6v4NRPG+/eeD6sOOjl7fc3t6wv9oRpsBws2OOZxZNjKMQ3AEVJYnw9nQmhMx5iRznhSVl1Hu8ZEY8qp6zKo9ZiBmm5HjxyUeMu5FdjDx+/oocJgij6eUuoD4gwwTDaGlemiFmCFYJGXXm9EyWauPFMe723KjxPJ2Oj4whcNjtQCBMA9N+JM4n4jww7vYXb75fnz+wjlD307pnZyXFRJwjy3lhWRayWsW1eZl5eHjk1d0d33z9DW9f3/3w/fk72gY/gqt7mJCLTu29ZxwHS8MGk+tu1eMd8nQvU+3S4qv+a0CAlOwRJ5W3pRjpLbvkHXbEO0Cevq3b1+U77awOXfe0GlxgZsqFnfGMIbka+vUQrRfEiJu02aRa9CYXHOSaXpbKmNV7r043TVhGeq9U98CF9Deut6+KgC2CGpFEu0u9UrEvdS3SYR+vNjUtCqw3iC+evQKEHTRCGcFmR+v2uydN1eRQbxt2vW6gUvvu8jodoKRAzmS3RvtsqnKrdv9WG2YbMKEg2nS/mh2w6WfTTVbdXtpYbQyjtWtFiVzvtYITfTRc7Vs3Au25q52xFgbUzXHS3aw67DaAGWWKbubyBxiy36P9YODRL376Be4fBq5urk2pd1goYi150x67ENa2SYwBR2Ewo6eELy7FQKie51YKsgouyvqRPmrDPtzAFUILjVzlUV0A3YsTVkSWFSHVToCVOWW/NYMbLlFJ1wvD8iLrdWqf116858VuAJT16BXxt8+cXPhqq8Ku2p65dkW3j9z+027lQFK90bv7V03mzWdSx1QKMGJG8rqEnl5jA5Y88+gVI1oFf/eMz/TrQ9WC/t1vDajvqFjUufEM+NBvCCLPGGpax4nVk78RcnTj003CD+hlG/Ney+LiPVxuFu2Ycna7bQWTDDZdkTLdTqjfYquk901w52yARNYGHkET5UglbOxAs3WDXzfDlVvFSjr7ngRRtuBRP6ccrqXVKhiBX5M93fvsBUfXQ7u8R1zuKseZ4iAt/6p437IZ2DltQ2PtIUE1kklUpaOC+0oFj+oz5iI7pAzLulm2+MAynwp8BVTgqABFmk2AxMVCfStIlYw7J+dk52kqoJNdN2smp6UAB8brs74PC8113jgCfNkbFMX7QNSFXFLN3OTwpRpnjAunxwjB4VVwzvowBEFJhGD7VKp8bE3ACzFn5hhJmslOmIJn8KFVokqpKI8YB5BLWgRnJmNV21KyqDEn7pKJr/xenhUBZ1VFQwiEMJa+1Dm9vgcLbRczABtnULDUgzAYuVOKq+Ds7tb2LJGSVpA2RRTsMG1etD58e72YNtBYtXD/9VUQLlq7ZbfbWdplfTzX9mdtvHirIlyVrZxW8s6/5zv6Hi3C/au3fOG/IC2R42lmmSN/+qd/wjTuSCSSZosocAZQClg0SiFzL6GPJleeq/T4XZoTRAaC7LEyiwmnnpgT53hmSWd7z0lYeDQlOYz4YcJfDxB3xLcOjTuCDyx3d4whEPSKx/sj85LY72+ZF+Ot3F/fst/tOZ2PRrQ+jnj2DKKMQFoyMSeiKsP1C0JwxkG0LOjxxPF8QpeIcwHvba6el8XGaRhKuXclDB43BIZhYB8mJCovb2745JOPePHRCw7XB9zOI/tARhnHwLDf4Spg7Dzx4TV5HIhecTthdB51nvv7N9xlQcWzIJzFEVWJKTD7ibC/ZhAh3CU07EhhNJ4qHQpJ9lgqFSuaIqjD7UYDkIpc1xTJy4ILDj9O3I47vvnma87nCLsdh8O+vb/9YWI5n1jOE+Puavt+1WEkbGWnyDZ237dVNUZz2editgp5y0JOifPJ0q1STKvMUOX4eOTN3RteffOKb77+huXt2+/dh9+3ZqnjQpYSKSPGyYdiEcBlrgilqBA1BkSrcdTZCNptL6uTPpfiDU3vMUW+6U52dr9XdfbWhY3+rtbrutKdu1Y3fsbuoez31T55sp10Br72AImyhv5UO0463U7M7sWVx/TFLirgkgBJ2v6purUCm3nZnEpb+0SLcbf6nV15xLzpi9qj2TrccON2ARRdldP6sJtMnDJwT2y0bv/d2FGXQ7gZ76ftQ02HLWBTwJek6w2lfl7GTbUUwqG92J77p41x7XR9Ri3vtn2x2tktIunS4SXS7KI+Wnvt29bOvIyI2zyjaKMM0Hwx7gWUqpXkcilKY3N+NZKfmLK/QfPsBwOP/tl/+k/ZX1+xv7lpUTymGFsZ5PWhSmia1IowRqI5jKP9XRZeLt4q8R5XysjW6h4rgFSV2w6JFdhQ8FMMy3e0irZXZbknBgU2b0O7P1fjvns75bYNzKn/KYKl4SnIxqB9X2uCaQOclMXbR+I0g2697wp8ruduCMYaGTjb72W97zv71Xke+gN7GOt9USmVt6qs+24cq2dZ2nH1Dht0tW1aF+1DxrVDh79f26aM9Bvec8h6fdLN2DeBV5/zaX82Xo9aovzptPzg1jbX7rJdZ953Znf+evKvO4o/VFu5dIoZW8Y0P8PBAlWClFVTiK6dgFNqJCtgcsOqPApZYY4LPuw2s27Fn9Q8FJX4murxsfUUtQe5N1fgXRK+Gt2uRH7UNeFVUTX+gbouLJKmhEz7Isuw9eO9GTSWUpvamGU1omS0yF2JVlnJm/zOsUZj5g4ctf9JX3a3rt+6QaPk06MZn4UIVxtYVAiYSZaClCKaIjEtpOVsEQd17yjDlNVS9cSXuC9XSjMXWeV8JYa253XeFKqkHsW4kcZpB6rkmBjEgzsbECgQ80LWVEivzWiuxnSKxgkx4Sz9uhD5xqSFNLqMnff45NFQK6YpSTNzSoQwlDGvyqFQYReH4CQgfsCFYM9SCasbaLMFnvNmPyj7qA8FUBIjrxVTRuwfhSMkUcF9A/W2lTpqutJGaemBmmYzbBXJGhp92dbw8QqSl3WnFpUmKniv1EIZWS1aTLzgOjLSWmlyVWT5fgLwD72dF1798ise7x+4v39ExPHNN6/Z7w/gbc8NwRvHjnOklJlPJ/ygBtp4BymX7KS6533b3nHRFAv5q9VEggeDb4xENmdy2f8F8HEkLbOt3SuPG4rk1oEw3IBeWfRETrjgjE9rmJDTmaubF1iYobA7HNhNBw7HE0UDw4kyBFtvMSaWh0ceHx5APUuGLIE07mF/TUKQ+cSiBt4Mw8g07S0Scb/nzekRN41Mk+DDwLTbsx93TC7w4uqajz75iNuXL9hf7WFy6CAsceH2oxvmcECHkXGcGHd7zt/8EhkHRnGlStregJB//k95HPeE3YEcBrwUvkgyX72dOciCopzVIyo8JLi+ukX8DoYD7HYGHsUSvZoX3DCUdwEueDKJPC84DGjyOKZpB5yh7q854bxjnHbMp3NJG79omVLspsj+vMD3BI8ULF2o2BE5KXqcOZ6OnOaZrMrDwwPn87lwl2ZLaz2d+Pqrb/jFzz/n87/+GV9/8Ss4Pn6vPvw+NsV0pCiZ6jjyQwCsEIV3oTlVnHPF8VNkN9KMcykVVeuarVWszBYyPaRWk1qjN7btSURH08PWvQm2qT3NR/aO56s2QtNNuucuGlpL2+r1sDUypG54qxW+tSwv7CBdOTczmcEPODeasU9N11dIztZEPbcDiur19OIeLXJFqqlr/W92mgqVC9H6WUa5KrX13H6Anx00VgceFpWzpSfox+uyvWtPLmPb7d+XTu3vspsL5vwyJ2R3virqXKtGJn1xIs1NTqmre0g3gcrvuVQJps5tXaPc6yzt+ytS34lscIdLnaqeo2rOjHSpv5SbVi7mTDK7UapunbHCwqkDjso9ir6rikWz6RrdpKp8/ssvWLqKuT9U++HS1oDK56BYpEJ9wOJDLsq9kQYi0gyzcZwIYdgsxCqYXM0VbeUEVzb+vtrRCnbkBqbWljsAojeUKwr5rSBHsborsghPf9bQMWE9fgOJVI9e65R5fr/Ng6ptXNsTXP5ognb7HO/2zq6phe9+Zlsw7/Mursj89jo1yqa/3rvvY1eircbVa9Gh4uWo93m4n1z7fTde7/ru88V/67xY76VccmGtQMvTFLD6fd/Fdqt2nD7fxcvd69m+XVyzCO9vxYjYPtdzt1qveRHl8ltsKWdijgRCAX+6CmPv6V9VQlY73BZSE/a5COwsLCKNILlWeagATD8GGxnWXTzkoW1w0lWu2LbaEQcYyJJyXiMnG+BaI4iEGBMpWuROSha5EVMixcTucGAYRmTn8bc3cJpJjzPLsjQjXrMS40LKkf1OEVfThjJhXMv1SjEwNGVSVFR3NFnbzdXqldSkZpBWOeS8PROC5BUUyCWdLKXYNlSXiz1T7nmaE+LVonuAuESWeeZ8XnDAfje1PSEXkknnBRdLClrMZJ+brM8YuXpLXxQYRgPYvA8sZJY5rmtBhDAO7PcHxjEwl7LPZtRUEMvSfVRLVE9RcnNMLG5YX2/ZByyMX/Bi+16tfOKcb2nPmYvl1YB9X/aFVUHuj2meKOkmt1NINZXQouCo6Xw5GmG2+m6/s9NCuCi9W99R2cv8MEBwEKOBUV1/2zJsSpUWcta8AcK7B6F6ulclmLYmm7xx7luk99+3d7aknO8euctfo//wH/DFF1/iQ+Dq5sDVzRWjH5uSe5ojLinjBDs/GGa0REjFWReG7x6AJICvc6pGMLXJincwDpa+KgiDGzg5IcWZfJ7J89mAxbggabHTUgYfSPtrcI7D9UccvOe0KDfDDZLUOITEE/ZX5doQl4VZxCruBuNGmoY9b+eFiBIGYZwO3O6vGR7ueTOfGa8Du93EfjexHwf8GGDccVZlzkIq6aNhGBjdRNx/xe31NS8/+ojrlzeMhx3ZCY9pZsfC7uUN57xHhyvGF7fsX9wa4bR3LKocl8zbmIkp8ck//EccXrzk5kc/Rl7eGkicYb6/57/4j/7v3D1k7l6/5nRecEMkTjOfjVdw/RLZ34DsAMGNgssZztGsjewbmOecs+iTUjMPRm5vX3B//5b5fOR4/waycvXyE/YvP+bN3RtSjDzRFlolJdMjffj+pNmKZdgZt0fhGclWNTDHyJyj7WGF1Pnx9MDXX3zFL375S/7Zf/HP+Rf/2X/ONz//OZz/nuuob4vGlkpW9YFiUKEYAbnzUpZY5DzPTONk+xpKtcSq4Rx8eenSwUMiDYCxohaOD1FEzZRLFoHhHb6kdYsIJTf8iW63btdycS2LFHy/PbNeb5uq1qUh0c3wDZ5iz69YOqh02S/P6Z85JJa8MAy7FpXV+uxkjZ7p+9bfu0Y1qdL4b8R11tHW4VMH5/lhf/5dtKrCzYm32rnlgK0T6T3NnI3a9pXfVFMFXWIr1GSEcLqt9qgU/uK8krSr0TvkUgp+BZdAJVMjv7WzeRvWuLHj5OI9sU7KijW0j6VEF3W2A7QUTlcJ2XszsFQpdlQ80DjJMiXaMik5p0aEX4G//9n//H/B+Tcg+35Q8MjIPMsmURRqVccwGblorT7l/LpgRMD70BTmppz6aiRV0Ek64VB+YgvNAvaq4VYF2GrP9yXiW197478KuwZcfQug05DEp9c1LogKKKxCoCrl7dq+lHd+R3TEc32tdoKwLuI1RO4919EPXeZ1nFsi7vsuaSjts2P1LmBpPXe9l5QIkXVsVgN866P4kGfwFYXtF/qTJhg/17uvU70AHyTr5N1AXd827/9dnzUhu35vtyjGcdmE3Xui6bakf9+9Fdxz04+LTlPDM99J8Pa32OKykHMiOvM+E8pYvXN+ruO+IZ3X7TPZLLGcfV8MnjWFp7eSV3TwvZujKpIXhNTklVtdF0V/X9dAJWxOanEqNcQ6logRUeEv/8t/xRdf/IqcEjGpVbtxBgL84//aP+ZP/vRPUVWW13flfiPB+xL+amTI4ziiOQBHVHMx+p1V+yik3YApNqqoRkTMg5tTbteq/ZVuV7EoEluTkjxzLh6QlurWAQP1HFfA7S7913mHOiUvxmmxLEaWPO4nrm5vmE8zOWcrzKBilZLmE8NhYhon5vOMZCVkx/3xwTiDgPMcC7G6ReNEUWJO+ME4GsARxtFAtfKqnC/8UuU9OOcQ9WW/AghUEumcE5JTkam+VA619OxKOuqCI7uASMDC3C3NTfBlLkpRGdxmfkgrtZtRSQje9pOWWlk4GaDMMV9S91ZlJxdF1+FKRJgBb4bdW6Sac96eOVXgSKzc+bSDIcDp3K0NLXvDys1Vx8h54+iqf9s5rqRJCd4FnqPUqXMja+VY+u3LnL/zTSHGyP3jiX/+X/4rPvvjH/Gj/ClZHAdxvLq75ybDuN+T9UzKsEuZ3eFQN0e24M/3aX1KRQUstER8lokQJna7PSxn4uM9OS5UDFETuFKlLNxcE4KHqPB4gmnH7icfo69eg/ccz5kvf/aK0zgxLwufaoZsKad+2vHi5Ut4cWP3/OYbWBZUMykuHO/f8uUXX+DIHPYT+2kywn5VshMWL3z6D/4RC8qiWnzGHofnk48+hpxZnOMuKu4YkckzCMxhZIkLL/70X2N68Rm16vA4DsznM3m2ff4QBsIwcDuCjBPsDlYxzQ3gPOP0kn/9v/8/sNS05ZEvfv4LXn3zihgTf/3Tn/OjHwthHxkOt8hub+Cdc7AfShRYJbvOIBHVmXSOhOGz9qaur29YxpGHu1ccHx64Ohxg3PPi5TV5jsxv7hhvX37PefD+lgo2VatCarao1Rgjp9PZQIlk1YRTSjzeP/CrL7/iy199xa9+9RXH16//Hjh6pmnSUl6+6DSdI8J0hVqF2vbiw37HMAw8Hk84EYbg8d6A/JSVMATjNVTd6o+q1dr9zi1ntYplVHvB4Zw+qbz87oek6Mveoq5rdktnV7ZDv8UZugJHVQfMm2+bI0e33JgGprnt8c8NRwHaRBVR25uz0IAHoKSX1m292Luayfnd4FBVMdcbVw6hd7+Tp3psvXEFy2owhX33nG2zXqsvGtM/bqfr/ob2dOloK1p0tNanL3QTJSVIXI/UdP2vT9n0VHs/a1T0xVy/eL7eifc+O9H0RdOJ3Tqy5fo1EKfoYM0MSYhmJClkk4EZQbMUHu3fnK70g4NH3gdqFFANgR+H0VInxJUQddoxBWcDdatOQg+USPG0mldXREj9GxbKQtXNPXvL1xXuDiM0q6DWWh7+MkVr5VYotyiLWleMfj3vcgw6I7/eXy7uR+0f71u+a8vRvOAmL2palwkZV4xZe+b1fiuAsK4Yc9pe8BSVa26P/fB2CW7UqzYbO8vF8eWIJrjXlIa+77Ua2+V93jVgPWBi88tRI6Cee65+rn2f1p+7Pksx9J6536VXo20077l+f5mKUtu9nqYbbs5t1/3w97kK8k2vNyBWm79ViOnTDeG30WKKEE3RdikQcsAPHRj9jrHKpbysk8s5upZFzZJbeqcgODXgW3P/gkw+vNcLX+Z1cCNea1l7qPw/pryvc15cYFnOZFV8ib5M2civwQD36TDxkz/5I66ur21tB99SdHNWvvn6FT/9q78BYEmRH336I/74j/6Yly8/WiNKqvxQR4x1kxIoRN22YWYL380lmkYVx+rJs1Dy0nOBtCgu3BiwRCQVz5NoxMnZ0lLEvD2XzZXUNF88XlkNDFEgeEfUgIwZ5yCI42q/Z7fbM7hQKrEZIDfOQ1E8HTFGXCm7F3PCirk5qyxUlq0MAT8FlpT+/+z9Waxl2bomBn3/GGPOtdbeO7rsTp577q3mqspluwokVPCAQAKETCMMlni1AIGQeEO8ggRPCAnxCAYjG1NS8WA6ma5sy1jIMrKrVC5TVaq6t25z6p5zMjMiMvrYsZu11pxjjJ+H//9HM9faOyLzZGTmvTfGOZF777XmHHPM0fzN93fwwyh5Zr3HMI7YbNY4OTsBjR57ljK8OSYRPZo8fExi6EpeBTQiRDCGBHDgQmuJPBwkjJAHh0wOBC/gDwKYglS/sbh9E/jII6GCmEYHZB1aYbX9pTmfDqBM8F7GwQBckjPAR3Oyobh6OxdKsvBa9pRFyVbPA+ruNXpnOU+Ud3r5BwhNK4y+kWVt1JbkPKeM1IZKfGi/dtvt9/iDf/wL7PcTfvsv/FmsxhGb9RqrcQUKA8ZVQMwAzRFhWMOHQeS3whCSYD0S44aD0qvfuBGqONoCUgpQDRuENYPjTtCEmQDvRSHwHrvzN4j7Cc4FjJsNLl+8xuN/+If4c3/+z2G73eHyYosQzvDJZ5/i3p0zPPn6iYSR3bsLvxGPHMQITDOwOQHGBEoRtN2CyePTn/wELs0InvDg3hnW6xUyGBMRIgW8ePgLpEwgL7nRgl/BuYBnf/QLjKsRd0/v4OT+XZzeO4PfjDh/8hXufvoRxgd3QXd+AwkbzPsJ290eax9wlTPy6LE6OcP67A6GzRppukYY15L02gX1bhQgezhT76FVwIOfEobNGa4ur5FiwsvzN3j98BmYPDZ37uKjn3yGjz75BCo8Q3iPzrdzoNUI7xhX169xcnJXFd+EYSTceXAXjmdcvn6J009+isvLK4zrNTZ37gEqExxWJP5mTUqhS7oLk2YSz8iJkbJUhZu1strV9RWGEBCjJMje7XZ49eo1Hj58iK8fP8GTp0+w3e5+rfH8SW8HIpLqUIkZOQkPHXwAc8Y8iy7inUNKCbvdDvMccffefaTk4GgAISNzBOcIA1MAFFnjm7RDel+V6mP617t33Oh1WulVPqaDIVZZmxvmBNTM/3WckpPosGKo8XBLLuIa/dIAglYXA4ve6pjkXCcWPwMiSG7FVgc+PG9VX8xgk1nrl0dnjwmlrpnHcZ2weCUfkfvNWEvdOt+uI5jjxjtpESKQqB5k6W9afbr3Wr6tWdq+7GsUAS3lUdUjqz7AaljlsmZoHl/+XABpZlQ1HSobSIR6/+FWZkABo5QYrBU3y9BUJ8kK7nIBxARgzJA1FP/A99O+U/DIkYJHnWbOYk21RK9qUTfkiIjAPoBdgIAgLXIH1JNJBS2u31PdrK0eZ0qtIXYAnE5lC1Lo5e15Lc89KqQq+CS91LHWS5fumkKVC70pine9xGmYSL+Tlo+tAyohZzA6VnODlCN7QBV6zyMDO5aEcglYtODBDQPrHtySI0ZDwLpPy5CAUtazQZQKANMCLMcGURe8Ax3pHb2F3tLerqTQkd/fjQzae9Ux1+9qkj+ChSZ1L9Ss/03t3f3MbhskijtyCyCVMeiWPVYo4/tuKSakJMDBAEiyz0XVpoPWKLeZqZ4drt9nVVycntta4lTYBC/OLPEtQjNVUNvohzRR3MW1WtyrQZLsW1zK29BWBREAOBC21zucnpzg9OQEBIewGuGdJPbOGVivN3i1eYV5nrHebPDRg09wdnZWaCQAzFNEyhlDiGrNaM4wM7LGWFv5d/MykplpHKWdWCqZAc6t27RatJFB5JHdBom3mFOCcwHZM+YcweQwjBuk/RaeHMy7nZjhCvMVoXW1WmG1WsGRwxi85GJwti7KV7zMx+A8Qgjw3iHuZ8Qc4UKAHwesxhE5Z0w5Ak5yQyUAq7V4GkHDqhMz5pgA55EgjD+mBI8Ezx7sCI4kLDHBaZi0h3OSOJfh4ULAarWGCyutbqR2SAV/mAjZLQQvZ4YTFfVKqWOn2JR81sfwKzFs92bZ06gHlqGGFJRnOlcF4SXZkT2gCdXB4hpsHnB1U5cbqxVNQB8mgCjDZfE+Nn6YsyRYdzbfqRoPcnu2tGtyDv+n//vfxN/4f/+HN5+1D+2tLceIy6cv8GgYEdYjxs0GbhiR4XB6BgwhIPEEBiMMs+biIrjBSxSA8yDOjQn0121LfqpgepyBILIhwtDIcI3sESPG0zvw44z91RaPHj7BmwsBWh4+fIzVaoXN6SlW6ztYrdcImzU+/a2fwQep8EtzrJt9vUI6PZFcQk7KIJx8/BF22x0+P1mBBo9hEHDXyTHE9YtXOP3Zn8FZGOHDiBBWCOMG/uwefHK4++AeNvfvIZyugUCY44T7Z2v4IcCdjji/2mM/SRVJN65wNSfweIbVyQnGkxP4zRpulKT4NZ+ZKICZgURAjmuAgZF2GE7OgOsJ7Gecnd3DnZ/+DA8iAdOEDELMjFdPnmJ9usHm7BRQcAhQFx8KQCDsr65wsrGpZoAJLqxw+uAj7F6/AtJO8ovkLKHYFL6TrSBZGqipkgpQJqQYMU8z5v0e+2mPmBMSMZICGPM8Y3t1hdevXuPJ10/x6NFjTM+eA/sP4NGxdiAaLcTG4umgxy1FBkiquRJQ8krFZBVVHeCEaudMyLlWpJaCJo3OZlElbdJmoFX3Sv5B0yPM6+Nbt/KsI1/5Jk3FUQVChW6TG2EOBq5U4K56nOajyQS4rLovNeYVMbx1as9NbfHK4rTgj9Dd6Yb7jxuai05p+jJQZSxueu5+MZn53daAAM3beLNe+03JheV7Ys3RVXLXmMxhOjdRST59Y2MzkOqf5MsyFy+l0j1rzjVuMEQur7ZU32/3xDpyE6u3NjM8kuAMxQElqVeUgVckujOTGkclXLct1CXPPgZifnftu/U8UqvqEuRhJ+WKpTQyqZs6ALLykJWA2FmR+aVCOGyxqprH3XPr4e1WUH46Oti/5ejpIZLh2mag7jpufyEqQnf5opFjSl8Vp2p/Ld8buFI8ZpqNuJhU6/jwZx11AYIOtqsBON2B7wbcfU5Ntvnbtp2Nvw6RDucCQF+O3m7m0keHpt7yvHprjR2tw1eliuqYliDdAn+p73pDM6DgZkJ5fLR0MKfL74xoNnPVKuzGYnSv8ZHpu60t57SOtZ6Zo/NxYH4iFITo2BzUaf7Bm6MM8gzvHUIQb5AcY9nBDFKdWamIvRaUGFON39cbYEfcmCvUS4nZhCMuv5dzf5s0YCRDvY7q+aD2yULh2NXvzD0WNUcTIHmeyMYGAnnAO5LwOo4gMO7dv4fTO2fILMrg6FdgBlKaNTGgU2YLMMcugb5Z4yR+XEOG2DzPgOYFYDMrIAGDHYOy0vmsb2sGAA4gH0A5wZEk0SYnViTyHn4ckLIkq7bupbCYQ0xc3eWd5EDgnLHf7xFCUGsOA1odKgwBQwjw0cl3niWijBnjOGK1XknIc5olHM0R0p6x3qzhfUB2JG77AGLKkidE3yOzWMFdljxRwUupb6cOx5k1Itl5gKl45Uq1NqkG58Dw3gO0QmYHUZgduFQaAwBnCaAkAa1TLyOC5kdAt3tkMduNDEP06n0QkDJbImpodVQr9UtQYYXAvgUC2z4PrXQHZN6SOhI0v1N19WYdF+t1sApfhScaPZc5tzA9IsKjJ6/w1eOX+NB+jcZA2k04f/Icv8wJznvEmJCZsd5sEJNWq2SCH6YiR7hge11ycxGLN9qv6WyyaBZW0YJTJGfJ0iJ4X/ehc3AxIU4JuylhHzM2p3fw4POfYLq+xnq9xvr0Drw/AYExzXPxVpmj5HULXkDmOUYETYrf8mcCwblPEVYj3KAgScrIKWI1ZwTvAD+A/AhyAUQD5kz45M/+NpiAvXPYzkBKGTMTVs5j2s048XfBtMHqdI1wsoJfe6T5TPKvhQFwDsl5oY9hBMjBN8eRSXhGLjzHg8YAP24AusZuivhkvcHKjUCckRi4OH+D81fn2O6ucbW9wjgOWK0ChtFp+gjJybZZn2LaX2MYhlJLlLyHH9YYz+4h7QU8yvOMuNsirDf4tkmxywupbML6cswsOe5SxH4/Yb/dYdruMO8n7Kc9khoWMgFTjDi/uMTXT5/i0ddP8Ob5C6TdVnOFfGjL5rxXfYQqT290mwKQABqOJvM4kHjzTho+XoGHpZeJ6QcqC7BqcOZNo889EJeKfG50xWQSk92+oVAsg+g1Jm4dFY5FahwZk+n5DbBQ5TeurLfEiDXODfZcHYHT1AJVd8Jh581nbRqO4izRTFwmoAXWS7W229SXJb+29Sov115CVT3Wq6vx9DaP4GbiFq1ECX3DZtu0/kHNi7aLU8ffPYcI7CQ/puTPoqYz3QdURy55LPWhtgfa9dAHmJ597J2aWxvMqJlNW2Nw8a4yGanTd8uz5dPMkptM8mzWSAAmQsrpxqJB30X7jhNme/3X7CSSz9kywTPgJaFRJSC6GwioRlMDiup5QN8pqvDJNtHtmtjmkbwepTS3EQr7hzpcYjoMzW007fLrTSelogPNYOxjKj/LtJT3aglF/4oVPGovpUYhE0LYASftkBpQoCL3txFe6XN5FI+/6iJEa9Ht8tWstbrNcdLSH5X2c/HMOEL5mgFUw3s9dsYqujW4VeJt8obc+CQcecmbCSmV59JirRoSXQAjvnHyCwM9Nre8ZIDL5yw7retNR++p5/HoufsRCGZOE/B6LzqFQwZSlDPGUlXHnDdLMn9wKUlev5P/HIRIMoDEYF/zuOTcCEoqBJSj25y55ZwuGa5c2l5l+8dojuUZ0jKdel1mxuA8kiY7ZpJE0pyBlCKYIeWiT07gQpAQoCkjaq4gAY8Y3gX44JHSXmmSARc1J5GN1SrJtZu/E3x0ezkV/NjpPDdc3GUJTRvhFVxwAqBoeBQNQZRYZXqeCF6rQDEyPGlSV7WyJE6IKWEwi7weG3JOAKJxwLyf4KYJPnh45UVDGODHEUSMdRZ+JNF6jGEYEcYBTIxpEk8uizaX6moEmgkpieXKMcF5llxTLkhZ+ZwhMGHDwNRIYnNMkPBDdhtwssohAqKUvSLxcwJMOV++A1EDJOn8WmU1cNXArEQR5y6yrcTrA4V3SEgzAY4hST8dXOGb3PDMZrNbB80GWILy3PFPVtBKp0QFJHlZrXTSCmBU+XW1Wn9o30ljYL64wss0wzuHeZrhQ8DHH3+MYZA8O8TAfj+V9fbeIw9Z0hCEAOfF49Oz7dtvodgdNELxhnEWKqf7z+tZjYR53uP64lI8gFLGvN1hioyzBx/j9O593HlwT0LZQoAPIzh75HlCniPiNEuoU6rFC4iAOM1wG6nMiJiL0kzOYRpPQOOAmcyIkBAZWJ3eBTFjzkBikhybWRI4n53excXVFeYpSc6wVQCPA95MM2byGOkuNmenGBU8QmimkAW0luOiaRfQi4iWSUWM5hHAADDD+QEgh8urLfI8w61GwAd4IgzrFYb1CswZV28usPXAeh2w3qyw2mwwjhsADpvNGrurV8hIEiLogqwJHIbNHcTLVwjeg3PE/vpKePDm7Nsvu5KFnCRvqBQcyNjv9phTwjTtsd/usL/eIeeEaZ6QNPfR9fUWz54/x69+8Uv80e//IV49/hrp4qJ4R35oh61Pf9DoK63iTZY8W3iZ5fKZNfdgZkYI4UD3aGVcR+LBy0lkAUtAbHxkaSAV/MrCvCsvNMPqO4esmfJd1YDSF4jVs16H8c46divrtXyvlYNaec4VGa5+bWHmN79DJ5Hnhh/aCywswFyM9K2y2Er83Mz74TvdqGxYsSbbGwouZg3fstHe+C63TOxST7kZgDoy1PJ+qrPfklOLF+MgiLemzFnrkCJXF/Jr6W5MbW5mr8rxTdcmtzTOEc0A0HsjNe+uR8+6zDl33/er0+uFVdZs5kUGjzhH/N2/9w9Knsnvun2n4NFuu8duFzFu1o3Ahy5nCMNiI524ZjkjNNrJQjisH1P3SfkvoykVylVOt+9JPBHAVfBsx3asVQyoPquXlRfJr/Uwm8cVEaRknvZlVdZuDKFplLFyLmwM7qZkYu3GrYrmsZdpw/WWdOfokBrw67bcOs0wyoa1Pwjy3pYbp+++eSeiEgoI9OPqb+OqYwA46tHUETFCrXbGh/uKgNuT1Nw0jq6DDox6p85gc3r8Hkusl1vL/hIMIhGuji8eLzbruw2tvWGBfZYhlM91IZj5eJne77nJWWOQy3BxBnHC2CiwlvPMRJKk7tRWRYy4xkrbtBNU6DHgVRNHs+7zUj6cCMUUbOMBOgDJNSBltpxC5VwyoPm5WlonwpJZRXpGoheBCAU0MWEtawVHIoecMqY8wU2zeg55TXa8klC/LEpgGEbdT+64GMFcLFn2XEv2LB/Vc04gBHLi5QMgu8YtWAU5p94scc5wJMKnTLwQTUdO6x5oJiCf4Z3HyVoScqacRHC1amkDqUePrKX3tWLZOAYwM9xOvCRc8AA7kJeqSMQJYRQAzRJi6yBBYDifITCQvvsgc+SngBzVXR+yL3wQ9NLBASkqwCh70wPqFl09c4shQlA23XSaQLp4ChGcD6KoO/FYyjmLMkcBBdAhPQNe92VO4Jy0H+Nj9nuzws3WdRaH04zPlt1pCF/1Eu73h3zWeIwcbCFNclr4RNsHg3MExVqBxIZNjkCZUCqjNMaUD+07atcTnj36GtO0xzAEfPLJxwAYd+7eg/eMiabiReacQ+IRwQf4lBEG3c/OqTQp9OwbL9IBOyeUJM5ZKvlREM87RkbcTXj9+g2ePnmGgIzVaoUQAobVBp//5s+AzT1gd4Xhzke6LTMoAd6t4NdrXL0+l/xEw1BAzSlJFcI4TYW3cRbgyI8D8naPaZ6x2+6lYiURyBGmMGCaJswxIiXx3nLO4d5H9/H66Rtk5zCcbDCcrjGcbkCbAS9fvsCdkxH3158p3YAmq6CCCDGAEFyZnsjCatxiloQEMBxmAAOw30rYnR/AvEfaR7gVyrk9PbujefISXj5/hos353hzvsP2+hp37iaEj9Z61hir1Yh53gE0SFU6zPZUhLMNTvOM3eU1dtdbEBxONifNQr7rHuDCe81jU+i85jGa9sgpS8jaPJe8fyDJ3fXm/A0ePXyMP/j5z/EHv/uP8PLnPwemG8J4PrTSWpXKSDIZzVUZongU6YYkkkT7017mdxxHjMMgOQSNNpuMiEX/NzTOXPkOUAroDN4VY2hVyo/T/6XOhnJ9+32jO4qQhtrZQuA9GGT/MJEN+eAraUr/Gn0IJMZKCXOzQhjqQUI9GMbcj4mhRZhMFtV3q1e1qEHfLPTbrnHUGNLrC3UvWaIfNEdxuURZOzHAjWd4nZbey4qZvkFBHRlRmwOp5kQ8bP06v+MjjvcE0brIpLz+O26MF0W5t7tqGgeTmZDFWNcPqUZFMerZKIbZ/kpZMzO4Nf/ltggJqbBahevabxav+O12j3/hf/vXfp3JubV9p+DRP/j//nu4Oj/Hf+w/95/VdzNrpkxRsRq2SjTJz5J4FDCQr0fTyjT2Gx3lL00mbMqvPcNJrhKn1XUKKNNsvrfGcBrAoYTMaUUvQwltY9g7MJQA20voO5jy1J6I5ZMXGNnRVrZmczOzKNFWJad/RxEEuEFnTee48ZVhIRG3CwDmVkpkz7vtehtHHYMpUHSAzC7e+B0IBPcb5pZR4K3XyPhEIapjfrdx3NRqiXfcAH5J60I7UNe7WU278KaBf/tBHum2eCUwwJyKQJEXSdx+sMYaQuQgSrVarUuyXrWXCX1geEwCnLjlOSQAawDiHemdQ2KHnEj2+dzPO5ElTNZEiJ2w8C47TLSE1vW50K6cwewB0qSTMDC0r/Bx85TI/vLeYRgHpCkip0pDQwhwmrtnf3mJ1Vj84gqwSsRo2WC1JLZ0pNJ3VqnMDYPQSYqaHJDV+sFwwWOkgJSlKF6cduC0gxsARELiDHJSecszwSeCG4NoTXFCTAlTTEg5lel2RJjzBO+dekMISJaYsZsnjOsVxnkGzwyPgBhzocfBDRjGEcM4qPAjLNG5gARG5Bn7WSvEDQ6bLMryEEYgO6QUQeQkEbr3ouByRsxyPtp5csbnSMLtnFerJJlFX131iQCSymnsLaddw0tCECHQJwBBsSLJTxW806yX5jmma9LyuyzCqi9OwlS3o2qmOTPSvqXHxpArGPUuzSqkmdBjFfS65+r4HS88+srYIfln3OH++9C+o3Y94fyrJ/gVPO5/9ACZCZ9nwunZCZyXsM+UJMR0TAlxGBCGgJylQEpwJCXfQxD3wm8KIB1cmiE5eFaAZ8zTHsE7uOww7yNenF/gyZNn+I/+1b+K/ZvXGE7uIIwrIE5AUt663gBzlKPlnYwtCMB5+lmtJAbO4GmP/cUV4BxWJyeSX0iQWtms6zWunzxFihF+HOGHlVRM9B7X2wusN2vcCQryBg/vPYbViMvViJOzU7jNSkO65PknZ2cyxmsAe825FAg4GUr6EmoqDxKA4ZjSDKtETQA2QLwGxhOcPlhhGDfYrN9gODmRi2NCSSYHoXUff/pTfPzpx9hdv0Gcdsgp4er8GVbrFcbNfVAIGMMZKii8lnWJF0BOWJ1tMKeI3cs3uLrK2Nw5BfkAhOEd15/BkRGz5YHJRfmJMWE/Tdjt90gxYdpPmHZ7xP0McsB+mjFPE16+eoXHj7/G44eP8fLZsw/A0Ts2MUw3H5gxQ4GjKufIfpnnCQmEq6tLjMOIjz/+GKv1GtN+LjInt8ZE1Zek4mjWHGI3i6eql6uRkhD3BhKa4YJKfsh3aY00BssdekxaLcbsTqlfABQGAKCCL4oWwGQybv7jnEfOsR+ISViOwOmwEjC38uORMQLoCh5ZaBNT0rQLrU6Lo844zIxEBGIxqsqHVMCoAm6orNxNWGu9N33oYJ7qc2y+3qVVnKCOIWu+RNg3OSPNUVIzdN32Muq76CTF24jEQCmG1+U1gOQcVTnY9FMCOJMYVCzkvg5AxaT8TuPoJWxruXwjXThwypoTyc4Hd4CRdMblzFHmd5z5b9++27A1yKKUUoiW4JOMJimBYXH/BwxAMmCpAY9gmNHbVf3WIa94MRkSSPK9czf3cmyNW+TdDokdiBSr0myxiu2m7Q+xKE7HCJ7Nhw++vrCNpTl3JXRFB9sfVlefSNwgwsvnVU+rOnZ0W9fAMQBatejXSWRQUdLqFvjuQMNNB6/ECTdAVXsts+XFe1vibIkVvanPvt8KvpmV0sDmtwFBt73fTe9oFa3aMQhjNZANxZvtWLvB+HLrZ823B2MsCp2CWrVkbn73kqnvsTFn5Bgl6CU0YWg6dudkUzjU6lRW7rUPGWOQ2wIAEhESA44GOB+KHlGupaocEQBiOcMODS1j9dABIVJCTjMceOGJ2O6bw3PCjIX1xgIVUJMmK+jQzgdnpwBJ3UOZuSR3dN5hGAYMcMUDK2viy5uOaRsyJCBHL8igCAskSZGHQZIvRlEmU3aCcLOTamo+AMMo+zXukcIeAYOABUTgqApreUpA4oScE7LldnWEB59+hDRNyrQZKc9o65G8ub7ANO2Rowoja7XmO61JQeK5FAYPK6K33myQkDHPM1IEEmf4GeAVgZyHCw4DCD5J8ko/DBW0dw7eeQHrScFFrUhFCh45nT/nA3KqhhMiD+cGAV1c1DPvpHQvWCvXiQ+Ry0YXGJkkN1OaZgkDRAWrc85SStk7Kefq1GMJGeAoP5i1epa6TLOMxdbdrMFltfVXrx5cKlGBU5IEjppLpgV6cs6S85CogEjKWQ/OV7vnZE9L1RGjvx/ae2gZSFPE1dUOb95c4OT0FMMwIM4XCMFjtV5L7rE5IgwBfhgk15jyAD8MCKb9BWrAkm/TPDgD168e4vTjjzBu7mHaXeL64jUuL68xxRl/4Z/4SyC/wrA6QZ72iCkhjCMwEuLuGmE9Ynt1Dec9wnoUB1Fy4GkGjWuU/UwADyO2fI77n/6kUnVO4gbjRUw++egB4IaOwTIB4eWAcTWChiDXele8Uc+8B0bfAUdABqJ4U2G9Bp0oSsQQvGz8llMGANMeWAUgjJjJ4/XLl1itVrjz+ecCHhEZ2tS0EeuTj/Bq+zVev3yBadrj7t17+Ohjh/FkDdJiAfIOLO8RTiDqQ8bZgzWG1QlePPoKL58+wUc//Q2k3RZuWMH5t6sYxFmSr2tqC+aMFBPmSRNkz3vEvYSpzfOEWb28Li4vME0Tnj15hkcPH+H1o8fAy/NfY/L+dDXFCOR3KF3Nkj8qBIeYRdfwziFzlnmfI0IIUn3UkXqCmbezyQWmr+TyAEu4751W7CRoUsBFo8pnlmklCOqVfETWPg4Lie5RDRXmRVUlt6Wa1OsSVdfKBTi6+fo6ygo+5awe8STvnkvajdvbMa+U3uHB/mX10m7eWFXfNqdQ1cGorEmrgxAIThNGszk+LMKnwDfPs43v1+XNXN5t0Y96UhNJzk4XArx6vOecq0fOOzZXUgjUPWDy0jEFiRZ/SC5G1tyQqBlSFveLPl7TTpgBjtnVmWTT+WpOsQwFi7KAr+39bDwWQJvexPaoFN75bgpH3da+c/CoLoiEiLjW7Q11Xsk2cSMcLk/mUkFbfKs/ZcKcxttT02dpzJjnuRmb6zeN3sOZK5EgW/h6yFpcpwAjVI+45QRZgkcGMLVDl70m17ncKn4GmtkHpJv1mBDWe3MxKvJoY2sQqHJXzoxj09QCfO+G7svm7sLD7AVvbNRdXwEt+1nn/+BpDC25fYR5NCclJdZqKFruO9d1MBAGCv5Y6IuBQMe8p757Q/ehB9MBglye3YIb8t8uzPNY723fbyH41rMBvO147DxYTK25TVounM5L4IdsDAFoM2PIAQwpK2vjy0nPgxdF3Dsv5eXT1AkI1pZeiazEn7AtQAugrq6ZwNEjDJbr4fjCeFaPk4MMhqZQ1OeZxYo5acW35dg8ggFHNwhT2oGsXbrJCsQlHM8AA7sPUEEtOAFrckYGKTDS06IKsDPAAlR475UHeLALJUaeKWluQ0mQTaw5OnJCzhHeaX4qBpJZ1rgRyYgEhPEqBFoFFR/A8yylnHX8g/dww4ARAGUgUkSK4o0TgsfmZANmyd0iTMBjHDZIBEx7QkzAPDP8OOLOyQZnd06lmiiAPM/IRMhBSTQREpyW1CU47xCc8RoP7wY4TfJN5EpZWzgnycVZ+pDQMYJjIJEHsdyPIpCzhPBYwmBn5ZB1n3nfeBewVKtLGZylIqH3hByj8hQB3xDEszZOEcwGu5GGqcic2xla8piUMjzFmhC18J7K1413WqgjOeNVSgePCWtLgtRszR8DyfmT2s7Pz/E7v/O72F5fY7vdYdrv8Olnn2FcnYmHn3rhGSjJLGGnwxzhIZW8QICPHrQiBVG+DQONILfHyYOfApjw5uVj7K73uN7uwSB8/tOfYXN6BwTJs+MVhDSG78OIuJ+xunOKOU7YzxMCB4zjABrX2F29AYM1t9MKzjncvXMH8/YKw0qB4BJDlUxz1T1ZZVoiYLx338wVqD/0mvV68V4EaBJ84iYsxL4a8Os1P6gCLnQuzgnnr85x9vnnoPUoAFKSHEZCZCOADPiAew8e4PTOKfb7Pa5ev8Dl5QXc5QUILNXqTu4AZCrDHhZWyNMObp5wdnYPp2d3QcGBZ0X3y79j8qsCaZDcdtMshRxSlJxU837CbrvD/mon1SibkOzddofnz1/g+uoaX335EI+++Apvnr8E0gevo3dtJdyGjXur7M2sBTlkb0o1J8mjuNvu8NHHH2Gz3ki+qRSlMmmRL6wKGRXjg7UDOaV4oZKyMOUdpok7ARRBt2sjVO6R24iBvNxu1PS7EIWWMmyrxdwYDVH0wVrKfdkDkVaobKr0OjgxYnXCNo6SSNPrWrl/OQZw9cS6PcVI45qRW91Z9oDUjckSqcbNoAzgY5HtCFADGzdjXA7rXfTAd2gG9DU6KZMDWQl7pXEGsjC08I0jjQ46lC/qHGVTeIucIYAZKlDTyjpliXuPngI22ZzZ8+zngcgtn5HnEv6XclbaNmCEVDjlLHoLl76qpxiXOW6wEcUvzLHBIrHeZ/vuwaNFu+nwmbeQ7dHW6a5Z6neYAPM4sj8XhxJcfu3L73E9mLZ5SDwHiqKkKE+9plkwE84bpN3IHyuI1JKk/j1aYnjoOtoNU+eJmjGiuzeV7SzXuXJznz2/trakX9cbldk8+v3t7TgFNC8MLgJVy2R6RcD2yk0AEhGgBqp+zCrQtdf373FMOanjWSoj1NzGWM653fe2xsceK9/wUb2o6/94lYRG+eJDZnEMyDnWzVvPFFcCyorqS86cxTPocAw/RCONPxePqAjm0C29hQaLsGR7S0LOikpc6P+COZROhDllZSTOuUojMiPOVyW0RrwtxP8pM8PTaT3Dx9aoAaaLCHUgkLQ0klDCh5i78FJhHnKGnJdQqZQSLOdbWfwMZLb9XxNRLjcMNc+2/jPnxnJTpqcw66yWSOe1cg85DSMjkeocgVMEKOt8eWQK8BTgVKfhUgVD+qgCmVkv5X289yX/V4bqekpiGOLpM4wruOxBeY+cJgXnAoZhJbmNyIFBUnnJi+cTOwfEhNGt4WmE4wF5GjCMAzwYDI/oZoASmOXdZMxB31093VxAWG2w3pzCB1/ALquoV1K2E0SYdlZ0AqCU0MjETVVaAZDEa6oPI0spwXGj42UGsgCpTvNIsQqBFbmXz31wxbNQkz+V7yvPIAUOVOFQkJlKdoW6cTruU2TQVhBD+a4AtMXwxEV4b4/M//J/92/ib/2Hf4AP7f20tJ9w+fVz/HxmbCNwfn6N33yzw2/9md/AJ58+ACBrknLCkAcx6JDSvJjhgubsGgd49g0fXvKJt8kZAiyQc8C0BSfxZNucrLHanGB9simyDlEPwFsOec8BRA4hjPA+ldAI5ohhLaFcYgeQZ7nVGmm3RZoT/BC0uqFNjIIshS5VxUM8SRuFoVNQb3hHF3ADk/+WjQU4GWzMGeM44OMH97Hd7jG/Psdw966AzqUpvYEHQHBuhWEc4cMG4zAgzVtsr67Em9E5eB8Q1oya1XsP7PciN68G+GlCTDM87gCYkLQSl/d6PUeAxHMta/4z7zycD7h+c4mYJFRtnibsdnvsdjtstxOmacIwDuIZG8Ub9OLNBZ58/RTXV1d4/Ogxrp8/A28vv8P5/FPQGrprG9Z0MvEaVb7kSYwsRDg9PYEPHnGekZQw+0bnkH5Vt2otw/a7AkVL4d90rSIJMbAEjqpIp7KA6RRHxHzKRkFyBY2o3n+gGTWGj2Z6Cg9a6mzdww6wEnseHVxbFf/mBmr04QW9qBpTD6DxkWsOmgKDpglWUV1nwKbajIcEyS94AFI1v2fR24IZh0jnrc2Ppevy7XWDZi0MQDJdXg3XnJLqlaqnWHEX5+ssOtetc9HRm/B8eyf5kYtxXD7TuWgSlosOVPc1cY0MKN73nZ7U7vHmL+6/A4CUJmQnldYyZc2Bh7qVIPugejABljIjWV0Unf8nT57hr/+r/5dvNu3fsL138OigLU9Ax4ddRwvqwh87GpLianEqjj9QdLlegG2Ao85VEc26tmNRQaACCzVG0wgll02MqsGYgt0sfjcV5YDX5wPogS7ZTqggTL26EFIb7Dsc2NY9jxvwpIIw1Yvpbc0Ap04Zad9R36/OmyoGRbDiAtAW5bqxWrd/9/Biq0jf5o3THN5Kq5sx9jexEVubg1sF3JufdZN1vL737UtlyXFv0uZ7T7RKsJfj+Db0m7v/VEDUnlGs/9ww+x+wcZqFFxSwK3VJrKvrMtAuqeUuq8kLZR5Ts3iOKoKfmcu5KIqudctJFWirJmIu+AzkndKcdFRhICXDdb2rq6sQED3jjfyVmeGzMMJSNaT058AKKgjjZQjQgCoclsmAhEexeZg19AQmXJaO63mnG4QppUFJ+7JvnCOAAvIs7r6ZIqQSiQephZEoSLhblqSBmVULdJo4F+K16HyGgyisPniUiCor7Wskw1vCaQ8EwIcEFyNicshMyExYhQAGIcaEGDMceTg/wHuH7KKEXWQGwYMzgSjAc9bk1wRwUnmBdN8EsIVHKhjkg1auMo8gq+pJBGKpbEQeoCBV1aBzAJKQATipXGcZvYvXDhhgqmC6CcAsn4Oq11ytEtiATYwmZ6gaHlyGy7KH2/BcCTO3+0S44mxgf0/vKgDUbsuWNnK5brl9DtpCGPuH/+hLPH3+5oaLP7Rfu2VG3k24fPYCD+Fw8foC+90eQwhYr9a4e+YR3AiKTsJ+44yZCZ4c3Ai46OBH3cPRQbaNK57hmS3Hm0nwhwoTAKQYMV29hvMTVusBYVzhdDiBGyRHmTOU+YhqKegRJJyj0CtXQiUBrqkVmiaeocB+njAQEAYHRwp8aAL+DlS1xzZnqJVpb24m9L51Nb5BI3QJbuEQhhF3PvkE+68e4dWzF/jk9BR+WLg2HQkN8s7BrzdIQfrM+x3SPOPy9SuMmzVOTk6BYQMggeMECgEUBgxDQIySUNtpqBOShNOKDGz8xqnXbkZKEdM0Y5onRK2sttvusN9PGjKcEecJYMY8RVxdXuPF8xf45S9+id///T/AfHWFF48eYr58o8Deh/aujYjUs9l4vvJ39Y6lYgiTdGHDOGDj1/BDUP6OorNVL/8qNbdhUX1klcgO3NL/+iW6BNILkXZpaD/I5cpVajVZxiqRkf13qXs0dOAmNkQHv9kh5+5nZWW9TtmzuFY/uvlJtZeeVhSQAFxoGrUPWvR0mP2GFuNpdD3VY0t/5fsGsFg8R82qZa3LDuBDGnus3XRN0UuherUlo9b3zyUy6HDditNKA+DZOxXv//JamhBEU3FkfQ6ZwKsPaHU3M5qJvG/vywXM6vT/Oov9nHZ/AxkJSfUsBtctZkPgek/jRyZzxKoH6DXb7Q6/+3vv18j2vYFHNu9U57ThoS23pQIKNvWH0B89WvRBdbEOtpEmpfUk5bYZtRKSbfZcCY2t2bHBt3vcuV55bwXy8gmZIN2NvKMYy03QPrP2qsrC0YG9PYzpWCPd9O2mlJw+rfRzEylteilL1CLN/bp1qDqpYgN7rj6HCI4kDEIYD1DcQY3AUzd1/fxgwVhAylgqYyz76S1zZUo8K3N6+w0oB/xd2jFi2c62KJ6V+R6Lq+4MN8ee2yj837zx4fKzhjuSEU6pCPdjCFvLWXMJWbYjrgJFrRxCZc8bu3XkkCEJeUtlLFO07bW8l5xJDYOl8j+UvvULaQxozQRlJlv1/MggVMGoc/wwgqYloMGNVwoDS9DJwkVdAQnqeEAOZEeHq3dk8zAVEHSRnViCy3nrDhk3G63OZVdOvrnGaHPmLEmQiRSAU0UyOYAYmb0oEAyZF+cBBPH8JAmzYvbyGOcBJCl+wGKQIZIQLR80BAwE5wKoAG1UwgstPxM5J88hCS2bY8RqvZa5ZkbMjCEzEDxC8EgxgZLCgVp0wbkAZwkyE8FnXyic+N84sBkWnAO7AaAAJrGwg8XzRxIxEsAnALGEVIZQE/VqInXnHbIphAt6WWiu8kBnCrlVTTM64SSBYoyTbmmPUgKdG0ZDgMbgAVwtXOXrZg9JOGiCDwHmiVTkrIZmkdP+u+KR1cO0etQuyhkfIVw/Blrzp6IxA/s9Lp88xdXFJRAjTjcnOD05g88egQY4T5q/Qyz7k3MgDVcNmpds8JCiKd4pcAqkOCME9a4DIDurSnxCPCLy7grTm3MMmxk4+zNYbRjOr5scOlSv71orpNlZE9puiaVln7aejVW1dd4jTRMoSigmeQNV/WH/Zb7Q0MxvxXC/m+Z6YIgCIZydwq9HvLm+wkecD9MdHTTjdRL6d3K2AtYjzl88x9X5G2wv3sB9dA/rez8pYUVMUt1yWK0wX14jzROc8yBk5JSQ4izVLYcA4qz0RwHC3YTr6y1ykhyE+/0eu90e8zSjesQw9vsdri53ePL4KX7xR7/A7/3e7+Orn/8c2G6BafvuwteHVhuJwtnJnVSLF1Xdm+DJY7VeaWVURky5hFpzuRdFlS4ARHnWcZnXZPoibioPqqymWdde+5aPSrKZ/uQt/GC7YXS8hbnv9qjcTAv+VHWRuu0aGfCIMsdN5++mqy10xFZfbfirqaGH/ll17srTeamPVrmtznPVuXqB1v7172iXGZ0FNCouQ0LmF+GDFbxrPlsodR04BtHPkWphKgYagOb4tBnpqPphvZcXn5sRrngdmdxD9b1pMR+s3twgKZDSprcwPMFRr2eXhzfj5jI2PYvWj3o+2QhzI1f5tuItQ2RPRU2rbvH++dB3Dh6lGDHv91htNnrAjAg1Hi2QiXDkuq2euYZoleLZNzBlITzNRnwXhFMtUtZE4GWt3KOTT1r22bo/6NeU0uajZj9Qt5AoQAjsICzGz2DJ47M4By1hzXn59oevbATmnVgoly3b7WXTTQohOUoID0YBoAVpRJm11iYy64gWuIAR3dC6vup/F8NHn2dpeQ1319rDv8lx6iwSRx/RTf47zFN78fGPOzdc2wBlpQ4HaPPTD497mnps7G9pBVA02tmUHK/oei6E8oduUr1CEgKPwWPwVPad5L4SkdmEGrCAGubuWpq+a0qpvnN2mmeLEfxQFN5KG8pigRMArwU/y5lShholcTfr+bK1k597FKVG6aCVDSWMzfUoh4hh+bqEQRNEkHeWJ66ppEKkcfdka1lpMBGaWC+UUVEBh25IRNgA8NyBiA6WN0eAuzYkjgttlcTdCeAoTqEhYz9nGQ8DYPGUckQKLBldlWcSkQAtLgB5B5C3aK8qbOkwc4K69UoYGXlGysBumjFqEu2c9Z01D4kPAX5gBIaASOThyGsupwDJ5uTAPIPB8CxhjGCBMSUsZQT5NeBXSNgACEDw4DwD83Wd47KXyoLJd1QLDghAU61tLghwRkRgR2AieAQJWwm6W7T0uNNE3WkrVQad90I12KyMjaDqHExmKrnwWfeIawXLKgj3ADc3tIMLeAtX917dlygyAoAKMFHd580DP7Tvu80T+HzCo90e63HEOI7Ybrf4/NPPcPfsVPMFBdm/mZDHCeMQkKcg2JAH4B1YEys7TxJWbF7jsKpsWrGIE0ADeHsO2r7E+mSN1dkZmFkSYaekYa9N4ubbWgZSjiCnid3bfX5DMZBhGDQBq4AeYEYYAgiLcC/c/OePpVl4ob97Rzw/bymyIY1QgLS0A8IGkr17h+A8iBlXF28Qpz1+SgS/3oDW9xS0YmC9gb/eYn/xCuv7n8A5j5S22O938MHBRcklFdYDEIG0nzHvJnBm7LfXIBcgaRiy8sGMOItX7G67xfmrczx5/DW++NUXePirL4DXL97r/P2Jb0WJbgxs5pGnBgFjpc4RxjBIYY2S71WNMo3SDJhcQSWM38LaOiDoQO63/5rAqiAHU3/fwU3c/VnlpMV1txmBuX26XNde2Svk1PEsalS3YkOsOM+RR7Ue6zcTjoOKotzPUNW7qDobFn2l1Z9QZAb5jjRU3/RY1gwJ3Ly/vXcL6rcyosmgN+gm9WElV2Lp0S9nV7p1hFL2fplLNWv+tDIlreJKzUy6Bk8Q4R0Hc5y5qxBuxs8UU1fgicHISdIqFEMs1M/I9CNkqcJuuVWLHKRGMbVycuLizZSwLJ7FVexD9Qzn8o5WCbC5xRFEzpY5SypTfSM19Dto3zl49Mvf+V2cP3+O/+J/45+H41bHFirkyDWHzVA5Ln83V3cCZHsuil5NwPKMVUBh0XSjSdhGRQehm7VHdfp++/G1oIVd0DzdnkEoiqKAmbkhqlSShzpnlWxwMO4WJe7iHDv0WAbQgiSLV1YaW628N20wETYA547H397UKgikaq6BIKgJqYm4KCU2tmUrit/Bp3V8haksxr34QMZilvlb2lEvoLLZjnK4dzqhRqCW9xK1n/PBfJTymGzrTB3oYSwkd/3hoL/b2m3XmOdNm7fLXIBN8WNNlCreJT98tTVPAAdC5ojM4sECiMDTWzUsLxLDe1cEnpZppRhLdQPv1siJkNIs+3JkEHmJo4fXPFCpESScVpPqx9fFgi/mvgVU+dC1EGx1m5mQob5VRBjcGRJfa79UACITcBxctb6RAGzkVD/P+mFhoDdvCPHY6QVDLlr+YbJI8QBySCXBsqsCCaubfNTQtZyQckSMEXOUfBfIDi4EDCsH0n1W1yaBYQgRQdAiL6Xui0DXGyhYgY+cgQwP8oRhdJhSwpwJu90OPgyAC+JNGpyG4IwYGWAisBcwEd6DvYJWMUnFOjciMsDsMMAhMRAhiR3hXQF4uj3hN4A/k8ppBJkHTqCc4AnwfuhmtGwUR6BMBWwiENhLtTeXxXDjg9dS5VzyHUm+FkYYBgSbuvKvGZiC/jk7HBaFaWlVI2Aepa8EOEnUnlI6EAbNG8neoSryfdhJ8apigNM7ELYP7f20/RaPfvkrbPczfvbkN/Bn/sxv4Td+8hnuPbiPszPJ5+YJ2M0RcTVglVcgD7g3F3Bpgl+PCKsRIMYqaMVEMk85BpCAOIH3W9BqgzdvXmLeXuOT3/6nADDmV48w3PtMt6fk+norcAQAJInxyx8AehXTN79by5rfS+7LLBUfg/91M1l//80RYRgG8YDMWZWpW5ToeicQJG8R+BzgjOAd7pxucLpZ4/LyEo++fIyPPn6Azad34FemMI1Yn6zx/OVrrO6KvDKMI/w4YHd5iVcvX4DI4ezOqRacy8hZxnl9dY0wrjBPM3KM4CR84fLyGjEnvHn9Bl99+RV++csv8PTLR+DnL9/7/P1Jb60hDKg8ofyhiqkzmULD/Ast14vFaxkIXnP6qaKchenCBZNP/FGdzpFDRK18DKgcbNcUAxXQnXsGvrFRePH30XtVcXJO8mIKiAwxPHU6RXuWFsqB5BPoHmyQjqN3qErW6gnc/WjWTAEkgR0qwCQKnxoSNdxL7xOSm6oOoNcu9Wt5M/P2gYYDZgWUjsv85p1lVL2Vd81QyZqfsk4bI3MEGZ0uN9Y/TU4xXSjHZA9UAPNwHcuzF/Ncw9maJ9ieLgCdfOZBJa92a4xsI0LK2QEESNJ8kgfgH5q0F61KYtXUcgLluXgcGWgqHl3Ld2MwEnLSKm1J3im1evcRXeK7bu8tbK11SZfV5eYAoXxe3NiaDSLIH3Xnx7a0gb9dN7hFn9ddlDNDouRVCdfDYIelhjg0t2GpWNk7VWWqJXXMVN3L5PKGIPeDNkCHWZTc/jHV9RMQq9kxUKwcSK4bXoj8252TBSCQ38u8F6XkcLy3tc6abC/9jhhoCwYKoTCPBz46b/19rARkCTA1FzXv13xRxuuOWCAXvPHoEJgajL69nm6YPVOCGLDQmnbe2n7sj5RrtT8b2AHza5nIkSnvXG2Pfn74WRe7fLDnxA2OCkj442opMeY56bw4NbbWecz5sLSnnR+GhA85+MUcSOLFeWIQmQU9F/duZ4o9ca0o1RAqZoYfU0l4LN6JcnAzqDlzaAAk25c3g3OeTpR5AMhUwFKx+CUQVaHBaQ4oC4c0uYccxGPqluaIkJrFzswCTXEGUQMgac4Q8eisNKAAj8muyfp2HprdCKAsFkontC4l1EofOkdhPGRXOSVJbGtPK7RQ808xI+7mUiWPXEAIAZ4ZCR5ziuBMpTKbcx40rOBcAFYOo5vhXJICRc4jJcIwhrJmzIyQJXwwg+AyiReSc2AFpGwvSKamQ2JiVWlk3zBACRilnxTngqk4hlR0s/ucL/RPqqY5YE6AVx6XkoaXivTXWksN7NcF7XKEOSLAG60iqcyk7txZk9rmlDCMg+Q2yf1ZkWc41BDC4/vKgGpiWRuvAqQJVBa296H98G232+P1+Tk2pxucnp5gc7LGsFlhs9kgpoTdDDgv4PseACiDHMN5OYtSrSljc3YKnzJAs+yrsALggewx0QC+uMDp6Qb+7hq4+ho4vYvxwWcQQNJq2JvH0lsaAVXEZQByHkzWO94GDINDTLFURAx/bPegKFer1YAQAs7Pz3H37j2M4+qt98m8BYBOgGGP1Ud3sbqfkPavBeRfA1fbCcPlK0mQPQzgNOPqaovN+gSEGfABgBgBvA8S4qpJr8MwSIW17Q5Xl1vspgkhSd65lDJijNheb/HqxQtst3s8efIUv/97/xgP//Ev8ebJE4D373/6/oS3ll6LTV30EO8gnqpRcy+CIWHMuSjaTs+Q6eeOTdkRnpFSRkwRKTMGDW2WhPOi7HPn/cHwnioQpJ0WJT1n0besDzQ6H/cAcJFS/OJ8m1xQGmnxxFaTX8j03Bs9OEfRSxd6AZFH1QtRAAIrMmFyPoFVl+v1nKOtKKLtcBZgXxPmRAYUNf0ljuXvYoTWdAdLRw3j4OXVmArPL2uBel/BZnq1qunX9kf1SpPZdXAuo/UOB6SiX/f6amgUD3NXDU0AmLLkl2QGU5O/blFtjBcRO0SAW2n0kRqNc2bkmPQjLnPsDGAyTK7Mo7ya+DiJrCrGUqtSi7Kujtv9XOco2zw2+rckh5fcl8VzO+vDmmdz5lIxOGcUY7jkCm314Pdv1H+v4BErEmmlmeFs+aUVxfetOMW7ARmGuHbIJZvlOpcNCEMAufZMijITUJR2GSOV65hqsmcJc+iHJ9tJlYQWddZzYuBmd940HKCi8ua9c6j0Vwvtd6C1N4BHBe1wKOm/w6OESB6OdwmM8LHPD/pqlJbmvhaHrD/f7lnUgphLYFDWRCpHtWMqz1jG69p5Z/61luAYYHTIRBaMy6B0nYz+XW4AgpqPl7DTbeDRcoFa1uycl3K6OSGnrETzh20OFWdwVD2OiucRc/M9AepObY2zWNgEUDICLsAIwWko2+F8EfRZzqkHFkt+GjLPQrmKyInnhKt76NhZY2Us/fwLTaoMze65XYFi9iAFwWISIMEPWldeCVqxRCV532zCyZH+pMIfl7OZmdWCVvMkkY6PyCG7LF4yrvVGNAuiglEMSFJFSZSNEGH5mYgWgklDZO05Bma4AsaKmcg7r4A8Y54myVeieZccBbgQxMWZSAQHcgghIAwreBcEFAlrcNzDDyRKcJTHyzJrTiE2oFDybTm1GGmWPWTNs+S81+TZhzPLFkotm6kmEdV1aT1T5WNxe3Z5Bs0ZlL0IyuSAMGhecdlhpiR7BhCkRLCcCV0LNPTR6ItstirI2xazcsxMNQeYrolzpF54NbeD7YtjRoDCc1zPc5YhldW693Y6/6G957bfYvf0a3x5fo7Xr1/j4uIS5+dv4P5Jj3Hl4cMIB4+UGfP+GnDAuAlIPGLOGRwjVicnmPdR6KNWgnRg8DTh6lK8KF0Y4Fd3QcMI5BmYEoCdjCGQhkgRAKmYeHuzg2XNg5zkaxFAiBff2z0e3gNEqdmD38Ec/gCNiHB2dgpmxtXVFVKaAAx4O/jWvvBKY38Zju7i/qdrMDOmaQdCxLy9As0D/DDCOcIXX3yJ317/E8BuKmBdnhN4itjOM7b7fQkPn6eIaR+RUkSKGdM0I+WEeZpxcXGJ589f4NWrN/jiV1/i4S+/xMWL58B09f4m7E9Vc2DlJ5Yg2+jsPCvDg/C2jncRwZtBhCWStNJwUWZjSphnAWCr7EkgNeqIbGCgBhf5AEDJpVTucYTM6QagpXpmOBMpwg10YSEPq7TXG1X0OwE9IBr6WxqrJ0+JKoFDOkje3igd+l6HilAPLJkoePjeBqIoGGRa9VIn0L+LIcY5WEWRlGR9Zc2NFmoSdBa5hLQz88ohBtg1a6miJDevJAPwzTz24684zDJ1Q6+jMDGIVfZ1XkanY3HeqZePICgCL7iun+JY0S2BzXmngYMhOj9pBE3xGjKcINfQP6syXL5DK6M43d8C7rjFcwxEkv3NZcrKDiNn2j+YyaDZsjFt3tq5sLXJsergf+s/+Dv41/6ffwPvu7038GipsMv7t4DLkrG/W+vAl4ov1HNoiCRQJlayq5tgyvUmMiVOBBnr16lbvT2rxDLqO9RKfeohZXTBigOxK88pRMiGW55pnj5An4upPUz9DFUhukVyba6/+Vx2W7s54AVkwyHocNBH0TCOICKl78P7OoJIKBWjCrJdaBQX5bk8z5TybgzWFRWAp24JU7Srd1WhelyV+u+yHRNLl1dwGy5pShMAAnd5UFjpB6yqVsN3+nE33kcto+TDVexcbysmVUJMLCGdMS8LVQNbEkxJivpjAI+MvgL1jLRuo+1+MLqwDBGzcDCGMkN2hSmTI2GmyliclwSh3kmOIQnDqXMFBpIxYkgeDWF0+jBCkd07r7lmLfpG3W8ECaHIrPHTRMqRoGcog9mVdSfShLXN3hAcIBcGJzl9Fk82grU42rabyut0gFM5gWJhMTBDma2FQ2WGFC5Qoct7D+ahjicQgFCel+epPL+OQz02vVj+SJm4JNL2yJwwzxPggggbcMhQoC8ziAK8uaL7ADcMKkQPYB/EmoqEzEkqYaSE05ONOm+HZtMZNRKwEdBcTWpNKgLHsVbomiYqVfBRiaJMP2nIswlc3CQ754zqIl+kTU2abflLkuTcCgHUeLJRwydLSojCTBvm2ozJrJa2bwVErLfWX+reWCrfHRi0AI4K7WnGaEDW/+J//f/C46evj8/jh/Z+GzM4RszpCucPH+Hn2x1eXbzB+mQD4oT7d06x3qyxXo2S2N4T5mnGtN8DYOTswdjBe4dhNYK8B2dgf7nFdruHg8Nqs4YPQQxpMQJZ/wXoHtxDQCOTN/YATnAzp6UjvweApyKk33QfQQ0MLN6m8txjYW4//uZcwOnpHVxdXYtnT85SxfGdG4lwq8nDvfOI0w7OBWy3O8yTeAFtTk+wXq/x6f07SPt9Sf6f5owpzuCcsb28wm63F89dpZEpsSTIdg5XV9e4uLjEq5ev8OjhY/zhH/wcFxeXuHr8Na7fXIL3++MC5Yf2LZvmSGSUQiEE8aRwBvJ6p8YjvcNRFxbjnOZUZAEEUzavo0MARfVfaZnV0E5gTjC8Q/7J3pGKfarnWPglqv7wNrmdm/+2rfFjKWBAXuyrmwyzb2vCy8Vbl63M+6IibnvtQUSJVZ9Yyl46MwRj8633fKPX2k3mEZwZcKoblNwh9k9oXTePzAUAkTU5ptuZjHBIY01HNtsk16RMhff3oWONjtLoKkRi9C3qmv5LWTz2LYdbhni+LQ1MprOXOQMXUMamSSJ5mzkx+YeqHtkBNcR6FkTeY03x0V+jOpx6dKeckDS9x7HdZDI8F9zAxoOyN/slaPMn238zoJ5O2+0WL1+9PvKk77Z9D9XWWqthZdmH56hXYuUT6isN2Y9GWVwq33X9udmQkBLM5JrNYcPTMLnm0NUDbQphE/tJBhZR3dj6QtQcjkooLea0CsEGhghSLb93hKvdKJ3Q3SibRbGzakr1hm6DtnrAAiDqD6+9w8FtN4tLOgbxFqpAx/JFaPnRMSKt5TnbpbG7O2Bg8fxuTmzczFapun8Zlv3X7sAaXnN0R/av+k6t3Yf9XR1MYISm3LEgK8bTltoYjNZp7zdyz4bgLLaM/eD2MkPSjVjmWi2shNexIPQlWXbzDj9k68HD461/l0NGI/1URXZJIyQStAG/UZMXBxrgnM5b0mTiqN4XznmUytJA59Fmj3n3EGVCTd5az1cBukyRV4Ymz3fqtcRN8nM9JzlatzCvTMAEk/q3gZfc7KuWVtc5XPC5QpChwAC0TLMCSIDkPvGMzEHGkMXDrRqAWKuvoWfmABgOHhXEc94h+ADnJZxu7/coLsIkTL8IXS6gTJoLIB8kZ4MXYIjCoOMBEifMSZJNM0O8ivRAsSGBTnKxCJ2yqmcOznmwUwDJEpoToL77BTSq5cSbQ+q8zl8f+y7gm/AisryQJlVWJqNrhprYvvNebSgSJwFqoOvc8NOOulIjz+hGYtfwz8Kje15z6EVp523JyFFpkX3Ksjf/3b/1e9juJnxoP2DjjLS9xpunEdN+hz+6dxdIEZ9+dB/37t3B/fv3sDlZIZDHPEc48z7xDrvdHpvNGi54MAgpMaYpYpoiTk5OMazWAtjmJHm68gxJmkJSK5wi1LWuGZDlQHoXAirXOEdqrOoytC+uVRhbQdmUI7x7ezqAH1+TdwvBYbWSsL+cM75xJB4pQC0WFPDE8ENAiCPSHBHnGburK1DKCMS4fnOO1claqtfFjDRHcI5CO3JGnKaSHNa7AfvdHjEnvH75Gs+ePsfjx1/ji19+gV/9/s8x7XfA5eWB3PihfRetVQJECU2WGqt4mXCl9RCPEEum7ajCMNMcMU37Qsm99wg+tOK3PJGqPCm8RP2A9PPCulgqeiJzMcAceserDmV65kL+sPfSt+he+7iPdX/bO4tlJlMVUUOKcPTyMRWef/xp0jJrdssyEe1lrN7JfESP4tJPG3HTyvWUa39UfBa4+Qc559nWqNEjQG0Gy/JKHf0kkzXU8zkDbXGC4jVebl7yfdTnOip6SP3eQLD6TJMFsxl/gTo3KkAwVQCpvnHzzs0LyR6UOWNG4xGtd1uCcfYFPGrBLzTDS1GAIzOgNeqDitcLJa3Iys11zTIcUkBVdEWgxzfYsb92e8/gUX2ZooAqAyLmav1o9yczuDGSy9xYH9an9dyXQKyKsN1aN2nQDPPiAdAfAGrGZ9cUwKcduz2keIQwrDpPu2RGxIgVIdVNV3XR6iIqm4wLAsrLfmBeEVVBZPmy1W0LsFIOX7MCLUpQCXtVIg54slLwuga3b0hTosoTlxUS2q8A9I+TmalrS51+c/BkrdDHZIdxKfg1h7FOFkyJ6shVOa+3QQ7dw2+4rrmjMMhj99s1XCpl1TVRolP+bkZagB3UOTQEdbl4RfnvX8MYUVF4DfhpFTUj3tk8j6DEuvZpwFFhGm8z/XwfzfiWVRRjdUk+orSW97pFEFUWpSCkUJllXq2UJE6avUeAeqxwKrmMKnjNiDFicGWQKEKE0hGxnBTt/zuZErZg7XI2NdyWzSNKvEiA2V6qe/9WaGj5cM+YuaF91G2F7i0aALKGN9kaOZ1fVxJFZ7K4/Dr8nMeSqyorgFmkNRCIPLx36nUUNBdPQhhWsH1KsNxxOi4/IGtZaT+sQH4U0CooiMQAexUenEemjKQ8whldIQe2ROVOSkxRcUF1oGAeShaWbK7jEFpGJKFtRNXraEFPiaiEs9nYMxMa3zhUVzZ0Z9K+J4IkKh9C7bscX+V32URJgtEIMDegEpe1LNI/NGStfM0HPLalH+0OoYLwV0ETUB5sno7dXvpuzsaH9h20ecLu+XP86h//EebdHueffoRPPv0Y0zzjowf3cff+GVLKmKYJMc4gyPYiiCdM4h3mOSFnYBxXCC6Ip8o0qddR0g2TgUSooFFCVVZGVPDoXZuGb2Ttm4DifXFDY0juMT/eeMkfi7Zer9EaCL55M/pEcD7AO8IQPMZxwP76Ctvra5y/fI1p1nxEfBfjeiV5QGNCnHZYrcaicG2vt9jvZwwh4c2bC6QY8fzpMzx++BiPvnqMJ189xvTiFcDx9mF9aN+qSWh+lZ+NbUiKD6gOkJEyw2nYt8itCZnVy1Zvypmx3++w3e4wDAPG1YjVOKrXtT2iGoiL1KueRJLfphkbosihWvk2qwdv4Qi6hZ1WYC3GFyq6fZWZoc9vUg8wAez6vLzmidvPR68pdrhHHWwzp80HR8+Za75TuQxceO6yD3MyMPDCDG7CbBfyoukzxp85S85EJ/1RrvK6eOfXvJpiUMtl3ohJ5J7MxVlC8lvqGi7IZXX4AKpxlixKrpvD8nMJftlrNfID55oIvJHAe8MT6Sw2RsKuOlNVEFDAJ3siSUkXez6pINNd0+hmot7K2jGqPgFbE1Qp3oEQ50nTQSxevxneEsQqXtjgOh/MpSpeOy57Vtf/96SSvR/wiFFyDBnTtzkuuUCIkE0gbu4TRQFV92dSoOCIR40q0GIMUU+gArQ0Mjr1txzdtOXA2wHuvSqKrmwCu20yMpd/i1dtHqaKZOaaPM2Se9X8JY1nR9NMB7CkoQXUKsq+EgG1+nZjPZJbo07oYrJvbb1CeFPLWqFNrm9LCzYPbICx1hJdUF4iW86jNLe6O6IAZeW9WjphypK+Y0f6qd8LtNx/i9aNg94+Wzfee/Cd7rgDpoNufYyHHPPwsbGnZaK5hjk0Q4fOcpnj+pRm73R7Q0bQhZNY9atsn+fbX/R7bASCH0aQ85pAzvYlLcIDAZB4UN1UEcF6lPlvmHyZ23rWl1YVIlbLtiuu3XOa4HlsYqkhyoszpZ9Qz0p7SNt4+2/JEY6dJTSFB4p1zIglH6yprXvODUMDa84SSZId1G02c0bKUZWzvq/M1arGlqdImb4DI7gge4oktAI6l54IwzAiR0aihKz/K/vUAewD2Htkr+WDyWHmjOACMIzKJ9Q6qdY/H1aI8x7eeXg/gIIkgPbkAefE6kmCCY0bDz+uMOcMH4ZG3CPxMCIC0yDKsVeASAlOLsptDXUznkOgSpfsgFocGElOJhPGbD8KT/A1p5f3gB+klHkjDNu2IQe4TDfwBbmIXE2iKzQ4g3NETpCKgjA3/FxCWwst4ZaOdNy0ofOHPK6EcpJYqZlEWXDOqVdfY/380H6U7cVXD3H1+g2ePXiATz57gFfn5/jss0/wV/4j/yT8oB4KEF4RQsBuvwczYbefMM0Rq2GFs5NTqYoWkyQVyy3dULnA9jYBQqus4to3daGp8oi6QWoXN0ndQqP/JOTcIuf1dVte8+2aG0fxJHIDBjWwpBix3+6w300AGOvNDOc8IjPm/Yzdbg8KGYQM7yS8GDzh+cuX+PLLx7hzssGTJ0/x6NHXePzoMc6fPcMH4Oj9NZYKFirDtO7QekrEqqVgAYM5oXgN2ZlRJpBZq6WyJDBer1ZYrVaIyUDgYxK5yhYuCo7rGuO4ljevVV4zUgG7oGHnBkRp+BCEdzofkDiXqlxOvX8T5V6+ZuPA0kruv8o6371R1ZXafH9HZr35aTTHFxldxithfAYi1VQeFUwghlaCp5r1qeiG3D9Hk3hnb6IFw1AdR4SUZ7ACRyL+ZXD2muCxepaBs6jHJB7cxZnBKmmTeEJb3s4igjjXG5wWesaNLXMBF216qv5tYKHpNbkmPmV9v8ZgW6MKpgZb4GY4VSZmLSbVAouWEN7kEZNyijGdTf9FkdNySuWV6/jr7/U9UfZ6TiZf1WinbM9TTMVkrU6m0v7mecY8z7fP63fU3gt4xGDEFEVYZ62cY4qWosPOSWlh8t62oBwndZmXstK6IApKOAUZOs/+FoG8YTP2SnoVTFr3+ZofpCUn9R4biT2ju4Yq0NPOATI0uz1KGEYBPoq2INUliIJ1pf1VRTU3ilgDwZR3d4Y0lfE042AufbbAQYf+L+envKYdiNvJqGxiKoeqCP1tK1pG/e4m748etKkKel06RnFaOwBV9GXlrw5AbL9r3+i7DL1anOXj15Q5WMxTNwxDmrW/I2tQlMpyIZXPKkNEIbZNMv4KSDUE1CqQFeKkRLQFj3JRIHOpXPZDtxqeKMmYAVeIf0k2rPMgRufD9TavpDKXadRcWA1g2VTFsvK1BEJMsYBqzagkqaQysJyTJk52Ci4saMxR2mUCHTU/CaAZ4NtLR4u3ym0XyBDauWDz5lkqUrpHjOFmLc/GcMVIwKRVdXKG68BO6ScxY8oTAjkkZY6OCN45BK0UknNCZtb4cOEdmeUa8hneSz653OzJFNWtHYMk/oaULM2ZkfaMyMDABHJerZMe3g36WozV5lQTbAewczpnyhYpwLkMuAT4BJfkfGUIoORcFWAyQknGLhKarPGNrvEFN3FgSKU22wLOlFof4F0NEc2ysNVTSf8uSrXtKctvlZKVvgMN357VxymDfBXWLfsSOQ9u8loUC9mCv7Yef/VaAFpNpVakA5z3CiB5KUoB3CBxfWg/ijZN2L18ga9fv8KTxyd4+vQ5Pvn0I2zWIz757COcnG6wWo3wQRLHX5xfIW4y5kkqMY1+JaEtOWP35gKj9zWkSr3REjP8nEBJ6aljqSx4SyXKmxsBGBbOSibhH99fBMAHzWD/xzTvESCjnvd7cIxYE0Dh27tSTecXACcMg+XEcRjHFT7+9FN49xLnr89xfn6BcLUryuM0TYj7CTlmzElkiJQynj59DgD42/+/v4cvv3iEiyfPEN+8AeYPFdXeZyPHYhRALYbRNQ1xEg8dlYE0dJOJMKyEp+x2e+TE2E7X+OSTj5EjYxxHjOOIeH0t198iYxcvehsXICBQk0u1zSnTJ9RmkMotGaQglFT1M88jM1gNw4Co+TqDD6XQA449/5u2AkTxoSynPM4ZX2YzwtVcrAe6K3vrtmicJXckm46qPLMfhmqV+mgN/SpjZJNlCRK26zUZeVaASP8jyjjIPOQ1OsZ0cYIgUUwolckIhJQcHKEYnZcGqxLeJXWG0c7a4ZzeQN+JVJ9WuScfl567rgBwygCCAjwK/zADnMqcxDk2nEB6DQ6l+BdXm2WdUw2tK7qWtszc7/t+mxVN1LzwO4NfMwIzOs8pl7QTllqk3iB3/LX/w7+Kv/13/u5bZuO7ae8FPHr97Dn+9X/5r+G//N/5b0leBmcAkCZXc/ayDejDpuTqT/MoJkZJBqsISAaV8L4SS2iosbWCSgPtVz14VD8zQrPMa1ZdHwVlFEBM4r9JNzC5Wtmp8w7Sg+Kcb8LErGMjIDIIV6xf5QVumN1qQW8V2xuvV4pQ37Wborc01rLcb7Pu8aIowbuDMb3brBJDt5iHG4ATdIS6If50+Pfys3cf27L3b9+MKDkVpkSvM+t6f409s8eTFkSyIa5GaopberGEHJ87NqCEW+CkoDCFSRl4lFIq4FHOWRHyXKo2/DiaeZ30gGf1hDtCJ1A/N1bMnEEHkRAKYJe8NAIIxRiVblVvJMsxVJl0RNCQrAMQkCtAa2U3AbU23XZAaUbZLaTPL2FPKngVAFp3R26EOO4FumVpz9bbzYcB4CxWxGQCJ5QZOq3C4ZDNQnPkPQN5nNGJLIMHmM3ThUDIYJoKKCeKmiYnL9VAvI7R5gfwjjAOa6Q0aTieAOmZM+IspVPjPsEPDp6CAkcixDF5uMwSnhaGJrm0Q9Sd4B0B3oGch2eGywAnqVQiQqeAUc5C0RwJAKUhMeQ9snMIbgC8F9CrieHPzHCa8NoAW/lcbJEkWqsKxwyXuYSvSZgclHEc39OHe+aW7xoyypzBKWlyc9KzQFJmW+P3g4JRbqgHReQwBjiroMbIOTXnj7t9lrUqS6U19XunINk3YCUf2g/ZcgZfX+LZF3u8ubrAX/qn/iL2+z1Ozk7w4JP7ODs7BVzA9dUV4p0IHwYEPwIgXLy5wjBMcn6GAcEqsTlJU51jBFvSbAeAGAM7YIgAbgfR395M1WIABkj18hQDSDHDDd/Uy+nH1dabE7zZ7THNEcOKv5nwzyxAtHqErlYjzl+/wjx7rFayZj4MOH/9GhcXF3h9finJ0YcRfhjhnUMEY7cTD6TdtMccI7bbHR4+fIR5P+PRw8e4ePQY8fISiN+P9fxPe8ticQFg+lerlxFIeZsY3qQitX0Tp4TECSlm7K6vsdlsACKM6wB4xowZNACXF1c4WZ8eZT/MDAoVCuliCryed2bhJ6qbGXhUPGCtLwLgBvA8Iakhz3IygYGYEnKMCGEoekfRy8zAUd4cN4MaR97h2NXFkEsi51elVj1L9LmWUsPGQc6r8L+UFQMAhh/2cD4C2QHzCgeNraQAI5BDpuZ5gFaFVx240D71ttGLMqeSEk5EDuXFOQEUwLQA0hklQgh6eQHKzPjFjJxUX3fNbBEfF1+0ehlaeZ6A1tv/XRtpfwcl7FXG4qzVhoeh0jrOxSes5OMigOGA5ME5Si5O7agamaU6ICz6io87cNRmvqAJtWJbgQzLFDtP2O9nnUM1qhKhphj5ftt7CltjpHmuAIcpXkp8Sk4gqu6G9bojClbZn1wEUfNqKujjkTGUX9F4Zxix4Yo+6kXlp3xqh60HtgxdEhCguu4dUwrNi8drNSD5uCJaQqDM2r0EQYQg1fjR5p5CkG7WL8vBLMBAO7RDBa96OtnUdWTw+EO6/qzP9h0kM36N20VxY7dnMlNzsGxuWuJw/AW5OWDL58oB5cW9N2tObwfRKqjTvt6S4DEXY2kjgjZzz1z66cCaBsRsn8im3Bawk5vdUcvPt+MvjrhmCSH52e6nMlg9A3auiqeA5jwSdJsrYGR/p1zAJKsi8EM2dgQfBKCtucSa88b1PHArVPQTV9YOmk0GwPGzDTuDDkQeUikk6+dSJaSUXGeGpwEED+cbGmIOG0FoxPKMAoRBq7qVQ6mAs1S4Wo6p3++CZVSgBU69hVKEhG2peHHEunM8ZNfBOcttww1dUlqknyeZhG6OitCXpVKffOfqfgOB8wiA1VFrKvORM+C9ABapcev13iGMg9KQQRk1Cp1xWu1pfecu/DAihAAfvFj/RGLQRL4eIKnCxo0QlwsQonOiRgLyHmki5ChM3IPhghOhw5gH6TuRK1X8BNADsoVREuBJLPYC0JgFuM4RAN2UkhcKLoOz7ltH5v7U7Y+yFSAgjlnl6MA4sWjUrjdJom8YjaVi8arEpv9ZwlkbwJmY4diikLh4KZHzAqCj8WjU72pyStzM2z+0H23jecb++Sv8zj/4Hfz0Nz/Hx598jDnNkvft6hreD8gZGLT88vXVFiky7pzdQRgI23lGcE7oeSCpCOkJcc4wQyJ5DyIPQoQfTPn5dTaKyBuZI1zJPm80UjhBCCsAEZi38r0PgPt1gavvtxFI8hNtd7i8uMT9j48onsvGMGLYgEcZIIcwrDBPe0x7qZ6W54jdboILAR4OcWakNMFNESDxIs0OOD9/g5evXuPx10/wi198iV99+Qj58hK7V6+Q9rMoqB/ae28MACmJfMjCs8SwogBRofek/F+KDiWSPI45M+Z5xrSfcOfuPRCAcRyUVyfkWeRGcoTEEavViHmapSw6OQSVldwSDOiUFRQ9ilo9DNSrCWzX1rBqMCM75Z3Qe0zuIFQ5uQGOCFRkyBIKB6MC32Buj6EhrJ78qHzSAJbutZeyF1RP1Ay6BICzyArstrA8irWulPJ+Fj22LKHqj4q/y5UEiBdQg2qUPEc65uIgRahFU0iuc42v1fKVTdZVnYQgIotJ1tV5oij4urQkImpOoOCbzlrt2DywvgGQpLKU3JK7uT9sIiMmlW8losEKNpThit6g50awDdmDSBnJ9DUnethNMEXZY9TCj6bz6/yQ5AcN3mlOUJKqpETgGBUEND3v+2nvNWE26wtbqIZZ7GU6jgihC8Wv64sbTx1GQTkdHMQCfMs4FspQCxTdcMfh4SfAErKZm57lLTrwniFLCpsb5fPYwlJRrG4SgG6BPBY/+747YIKxeH8uXx16pzTjtCG9xapdAKECq1ZUQ4o2CVXoDgrolm7b8fDRdSreXbC9ZM9QwER/tsoNjrxvbyvoZ/v2uecb91ydgWPAkX12uB7tuhTO0n1Xvy9Lc+TZZVgGIKE4aaIFjLrO7JZcQaM+v4mEq6Xmn4BHPwJBTw6ZnkX5yJTSEr/c0B6znsmtdgC50JGWYRs4ctAUPPHeI6V+LRko8cnihWSAOZXjkXUPEFPNJGvDkEzS5dXa9/QuCICUxEphnjnOkXpCAnGO8N6YEdVNYUo8EogtQWWdC/muz2Ml85hsphSFOJ5os18TEThhoAtIQSLLByC3Gy8g298EELwmwpS9mmadUwW9JDLMg2iQykE+AIgNoCeTlQMX4CgMAc6qqemEZNKSugIBybitwkxU40Fr/PAklYM0DM47gtd+2flamtjAIhW4S4wtQQ0e+qolYTbVKmtMcFm80HiexavVeAw5EUKaue12SEt/jecZ3TFk+6bGzQZUXgciICfxhmu2eOfVl5d0ZCn4mjcYULzzYEaQJk9grvcQrGqK9DXNEf+rf+XfwjT/mLwcP7SbGseEh7/4FS4uL3Dvo2e4/9F9fP7Tz3Bycor79x9gXK0lV46Wfp/2EW/yBU5PRoTgwSEgEyNBcn+EUc3YxCVkM2dCyGb5NoH+23gG1X1PSttaa7xCRypLNI84OEozRJy+5Yz9CNq4WoMZmKc9rq8ucXJ6ghvnrVVuszImBaMF4CZM04z9bocYI8C5hByfnJxgv5+x20+42l6qt9GEs3t38PTJUzx6/BRffPElfvVHv8TVi9fAPAEfzvf32jhbJejKR5gr3e4NBVT+x8ySr0rlAO89hiHAgeD9IBXXWAAizoxxGBEGjxhnMMTwIwUtsiTBTiabaYoPfWy2fWcDg8pvaMZYPtWfSwCGq/xK5ICSf6cq6kXUNt63SERtuoYk7KYiLtp3rTbbytetjmsyvUnedp/RmmI3RzUW19uV/jEVI1A5msVAaO9kw6ie9OLxRBpNLx69BJuXpHJdEcbqlHKZIZF37ctGzrCqvGW2yH7oZzquhRgqI2QZp6WWMF25qJBmGKsrUWVYMwK7+tXil6NNgEF72hGPp+7vVr4iiAu2emARl8rTwXnxlDWDtfSs+1h1ReueGvGauaT3M4NbF7m0VPBY8RTfOmTIdTnJGr9FVf9O23uutlZjIsvLwrZafXFzlyxrdQBocMmFVIVh618VMF7MctuWVtljWvdy5AuNqA0Ts4PAzQEgVWALkAGJs6275qYHtsLP8r1xg2ZmLnSmKBze2oWk3PiWBrIc/aoQvNy9n/WPAkZkEzCAw/dceIB0DygK6XLJubvsGIpv3RWwoNxuxIq7JZehkCpttgsbok0HM39j68d6AxGqE6h/NYxq8SL1ijpHxtqs0lED93QDKRGdqCy+m5TCrNDkPOLmv30rOY3UgpM1ZEbyG3GpglSTu/3wnke1taAhwGjGx6bQSy6iblWa8+PY5q+mFi1f1seUvUdEYOcrqL1Yd+Wg6FfJxopi1SmMR0iHrFc2hlrHYO7HbXieVRpxNh7JFF4saEJi1JvM5oOo0FB7LhtNbefExmTMjHQuuzm/mV624Au8E8sPG3tt3lkBXwACgqGxHnJN3Og0mbQjB3AVBAkB5soLFUAdhZIss+QcaO5zzsPc8sV6JzH+GXqZzhNr2Vwmp8kLla4HrczmgwgByAXAk3URz7RqYDBhT57pnJc8WCXBNkpFlKyVZiQhOQGas8kqtBURuifIMEHPpMvi1t9a+I41WuzXwpcZ4IRqJVy0A6FNhaWFMCr5JVrR0YyZ5p2Mej+142XEOeFv/Nt/9+axf2g/unb16g12uwmvX7zGs9MNnj95grP7D/BX/so/jfv3HyD4AbxaYwgDMkfM84zggZQ85pTgooMPdp5ZaKSrntecWMJalsTK2rsyczsoQl0goRithbkVSp14G5kAwAmH8c1LYYxxOL4fLvzNayXJOEeAd8DpCTQ+VS5ohapFDj+TSlJM2O8nxBix302S8yZnAf4AxJSxWq2QE3B1tcXFxRVevniJl6/P8clPPsGXX3yFL796jK8fPsbV85fAdvf9TsKHBgBdRUug6hPCG6nyGSaAJUrAcr94LzJPCB5Bf/eD8OCs4fGOxHAXguR6nKcoBSmC5huaZsxxRmCvBj0S443lhFTv9gpItMfazKLN+xjy1eiaBoqwxIJXhbugZAtCwa1k0n0onx9RltqPutNe+L6Vcu91ARPMS4JtQGmQAXrylq59/0J7HMy76LDZDao3m15aVAM1BjMDlNRDXYdTvLa6nm5ox3SsOgSV5sr7qmTQKUHC6nsljPT3Ij4YaSpeT9xFLOmXi4H0P+ualDe9QSU/+qF+o97SollIfk7OUmCFcLC+1aOu6ptFLlMhXzzIUHUqLUbUT7zIxlZExL7KOYvBkiXMsEtL8T209+t5ZIqr/a1KQt1Gh1ShILkHYUdLhZe6b/jgyvpH+Z6LatR3cVT2sJPG5W/bd6zIK6ckwrwDiBcVOajv/F2XlNrTckMr4R6m7HE31Oa7tl+q9y4J4LHPrD+jI1TzuBghNeZDdNNBPBh59xsBxSOke+9GICzunQetUTgO6L8olP0z9YXI5otxyEOWwtLNrTKuw8EVDx8zadzYKiDU4pvtnuHuk8M3Kkpe+fvI2h7po+NfsHlWjyNw9UBiFKLECiIZI7QExz98a/a20RUFGNijLLLk0XBwnioYpmCMUy+UwpDY1fnkxfw3zM68i2TejJnr7maoZ0yrYFS6RoTimVfdb+u+N7nJqUcNIyOmWYW2sTAszsLMXKbFOUdRsNIC6KPFslWmU8EdubCx/rBZ5ftxFqmkKP12BdedSRUoKLkAUNg4iocUAAkFVM8+znBeaTCVC0rCcgYhR80rRwHmli77lsHslel7MDtYZRkuCRvraI3mMxPI29gacwAT4AOCVgUDSe4kVs8EogwfJPyugkdLOkJynxt0LwYRlmGbgcUDlx0Ed3KFP0qS6urFVCwZzAtFD/01BaW8rVWBs45Tn9/kxThslRd14WbOlWcWGyjVxNlZ95jDLV7DZiw69m4f2o+7ZSBd7bC92mH7/DVePHmC9f37+PN//s/h9etzAITTk4zVuNZEsg5TTJii5HJzziEMHpuTjQDGEuECD2hVPjmDPmYY8NoR6neWbFsuS5BsYwzzQBI6kQCMAOpzOCcgR6GvRJDcS7nS3ZL0w8pgi+xBRyvEdRz9vbd5nrDd7nDn7FRYY0oST6LypHhfMjgpjVQCyEmK3Ox3O1xvd+A4a9W8JIUPwoAYE/bTNbz3Jazp6vIKz5+9wFePHuP1mwt8+eVXePz1E/E4+gAc/WCtCxkqH6IJ/ffVCMRU2EgWbgoA8D4gBI95jlitV0LXG12ELCl1El4iiY5dEROur66w3khSfUfC9zibR7BWxXUtaNPK3SbEqhxNjRxcwtUacIFZ0wkU7QN2m3zS65Tv0o6BSSY1ODXsZZbcOHRQt75V2nQETnWXTkBTvupM76iyTw2/QpGxOgNmK5Mxa3o3pW3MmjRd78n6L7Whu2r865IBNwbGVvczWeOIIbG+oQ2lvl9Nql3xAIIaQYnq+KwX22O3ijRNn0RybSHfWcGzOrudpraUjcsvVa/L3IJXrLyi7s1itC0sSXvJALFeL0Jltzy9TtpIp7nqXgABChzNMSI4h5wTnj59ge12e9ukfKftvYNHphpk5sLfpZx1q5TYdhRC49xi9dp8DMV7BAd0jxz1nhCtQAvxUjJQz9kGZXMdPGyE/iEHpJbQXUHLAbUXvpUcqRL6tssaBFsdDG5Aw6sSeRRUsL6YJb+F8829/c96fZOEHGpNzuIyV0Jk5MKD15X1UoLeTLdUKDpczPxNcum0cPextuAhy1uLfnWkyxv1mvb3JbFZuNp2z1v8Jc8+pnDbrrm5D0tkXoG3JdDWWjv6VoAhtpwjuTkv9VwWK82RdjOw9/0251xJImfJ+K0V5Ru21lQIfttEMJL4fO8JKc3K1NRTRd22cpPQt7jjEql38GFIFxdGZS7faOaz2Q3UWNVJ6GHm3HhCkSpUkqfi6voaS4pECqoEPyClJCGF+r7Be4QQAAfM+0ktg1WJMUxC6Gedm9Dka0uZ5B0JqLmSJGyMpLRknc+cpcoOoMBWDVsuAIhN/KLJe5isQ8ViaN9Zk/xKDqQ5OKDhX8RQV/qMOa3BGEFuLMIwWJYr5avquVpCquS/TI3XmbqDZxbwxvsmlAx6yki8EswL7KbW7UHzJioPJoA8mBzYc+FTgJbj5QxvxNMH+dJKmxemRmVOSQV1KXmbQDfyoCWVsz1XBcFDC7VOzZEu7f2ML5QuQSAWd2+wetZ5feeDXtSd/3tSqD+099gYwDZjt32J3/mHv4fXry7x6aef4N79+7hzdhfr9QnG1YBh0AT5jgrAz7zDanUXyIyYMggBIQRwAqZtxNozyLVha7ZfepC7tnY/1dxv/WDlM1IFijEszk5GzjPyPCPkBBoDgAE874U/aA4+IAMxI2apxun9AB9WB2My2biXt97XvieEMGAYB2y3W6yvrjEOATTlmkMtMTjOmGPCEAJSSlICepqw3++wVcDHEYrHyBwj3F4s8HGOuN5mXG93uN7usd3ucH5xgWcvzvH4yVM8ffwU8eICiB/C1H7IljNLAQkyz1cBjBw5OArKBmruL85AItb0Ig6EDHKADx677R4pZuQUQVwLfhgfAIQn+yBJi1NMSClje73DMIxwG1cAx5wsnA41T66OWfgwg1NCMMOgORy4UIxS0ppwMRaGU4owFJlQfllSgW/bBDMQ/s/MkjfRPHs4oQOOi/wsAwohlHk2A6jI9AlUPBzViFuwlCqHHqUZVN9R8hqZ8TdLv9GLDNHI+eSojMvmD4sq5FyAuHod0crwpONDOSJLyLjoyPVHVqMxkjlyoKHO89uaGAF83QtssnlSAIfbizV00fSzJhyQ1WkiCbbRQBiq9spnYRWQYsQ8JzCypjBQL9oGl6je92ZYa/dEO3eKb8Rq3E9ZdIv9XqrF/W/+5b+Op89evHUuvqv2fsEjFkWaqVkcBqAgj+tkbFJEUCeRmlApbsmBKWz6nU7+26JnOpcxrumwu++t/xsPYQ8QkW6um/I0vXur9y/7+bZuaBUAsrARLf1oYIJZ9gvocPw5BMB5XwCREjYDYSzeASlFTPsJ42olrssNMAFAq6dVSMR0qxIGaLPaKiX67/a5Zc191cQJL8fvGkLeHErZYrdYvZtxLC9pCUn3uf5pAGZ541secpAUlgvL6x7WdmF71LmlklrBKGZGci24Y+iYsMlufdSzJeYEMCOxlEtPKcHcW3OWKlPmwZJikgTGP5LkliUvEzvFIqtQACgg4UxAkTwubUUOp3vBOUKMsn45y9kQj5KGUeWgdCqBuF+HmscGAAg5CW+WUAsFUBQ355QgMhppPL0oQjL+QwBit93h2ZePAAC//du/LRZ71+SVa5DQlBJiTMgxIXNETBGUpc9hXAEZyPHI2jU0tc4rl/mzYTFbxUAzAniId0+zd/W95XgySBNlyv2WYNwEG3RebCWBJRGIQlkny4vHjFLpT5JZq+KjyozTf8CgidSh4IpULJHyrCdqHdTcKSyfgxmJ1JLE5pEn6qj3cj2NvsyXpHw77tLezkcyZZX84bW2diTGE2eCZ9cXIbKATkH7qdkvjb9xSXBb4+cJfhzl+5TlHctzAXQlu5Ue2RkqdL+ux/LdjgFLln9qMRtlHZMaQY5ZIDmb2cnG8sOF+Xxo3237g7/39/GrX32J+w8e4KOPPsLHH3+Kz37yE9y7dw9D+C2sxgE+BATvkXzGNE/wviopYZgwrGYQHO7euYP9dgvnx6IEM8QAKXmS5J6+WVgIYN5CAkObd1ECEJFiQlYAPu4i/OAFJHcOXmUSJsL11RV8DFiNK5AneBdEAZhrYQBJtg2kNGO/uwJoXeQayRkjIHtSeszMGIb3lz/p5PQUIXg8e/Q1vvjlF/jNP/ubCBTgATiWUKFpN2OeJ6RhwDTPmPZ7TNOEaZLfmRkpztjtdpIUGcDlxQ6vXr7CSRjw7OkzfPnlQ3z15UN89eVXePToEX7rt/88Hj9+Aj5/83aB/UN7/40tLYF4vJjXiulK3oearxEkR2lgpClhYgldIwDzPmIcR8RZ5IwQfJcPVtgSI6xEbpI8WRLqOAwBwzjIs5yczagVPR0RhiEgpconCpgBICYAzjchdsou1NObs4Iijd6WYiyyUjXymbe50YpDo+6v1czjKPc8rxg2i4yvXtmu+ZDtrcQbKJc8pDpOqDzSAEQElNw65kVZ9R4Bo5gjUswYG4CtvDs7OEUGLCUJWxqWI40VNLHqYu2sLeWcnFLRQbspKv9ZfG760S1LYQbXo97XZZDQ+dc0HLoOZswtxk7mgjdUYIiRZ9mTUXkCERB8LXgiMkuCeIIROMnaSGEQqnY9R5jSDHBWMElvMVmNm9k5alhVj27S/N9EcIE6I+/31d4beBTnGf/mv/Sv4D//3/znMa7XUlbOKstks8LnskB2wGWiex+euq01a7sdfKqL3M5zISNOLJ2GCAr900Ocq2XKwnBsoxoopBiWPqMXhlvwqoo2BVbQAXEBnW6iQwX5LgBL0xtXgrK4qwFVJBbyMMyv3UzUHdi6UZW4HH1GeRNB+YNDLtELbEiaHKg5YppnjKtVKUNvc17nsAHdyq89WNQqYJbUzUJJbmy2Pl34m70nmnXs37F6DVBDZPvvurG9pS2nr+7Zmwe+3Pvl2bYfdUlzSWqodFStADNi0xuazVqeoH31I8uGntvAW9QbAJvlR/dIzrXkNquXkiWj/lFUW+MelGCJVatANPrsRf295neo0eZd3HDdj+ahhewhJTULZyleSTbxzJIEkojhPJATg12BQ8uzC8Sh4ItgI64peRo1FEvumeOM5y9egjN3SbitrDlpAtrPPv0EIWgOoOBBiZCy5hUZBsR5Ls8uY9Gz7CiXcwvI2rsjiZYL3VIvHKMptgbNlToXVML3JLRD16vQyljyPsma1WeKAxgVT6kSLgsCSJU6EJyGrRFIchG5jD0PkpPK60+lW5kdfL65HLRjTfZv3mWO4LACQIil5O5xUMU+P6QJ6iGlvIFyEuCLUIlVy9c4lt89E5gy0tJY71QwZdQqRVY2sH2+DcYBoIbtt4yOs4TQOVUUUkKcpiIsER2G4R3jG0Qke9ESobKFnulc4dBYQs0eI6uKAsaxaoAf2h/jdp2w3z3H0/NrPP/6OcLwC3zy+ef46JOPcbLyuHPnDOv1GqvVSiok+rrnCIRxlbBK4rl+qflTgp8a5VPPt5dz5cmLcuVU2kYFTuN0KVVDUwZnxuZ0gzlF5JSE3yl/2+8j3CxJgYfVADeOAqbDYXN6It6GYY3KeBk0MMx0YTs70Ajv0SWur2/GcMEMfO1d302LaUKaZgTvNe+Rhx9HXD19jovzC9xZnwEhIwKIMWK334lBcBylotY0YZomzNOM/W4C6bqkDOz3E/a7Ha6urvD0yTOMHPD4yRN8+eVXePjVQzz/+gn48hJf/c7vVIX+Q/vBWwhBgBamangAmpSGvcySmJHnCBC0UEiCcx7r9Rr73Q7DMDR0XSQuCdt3WK1W2O0EdCzea5lx795drKxqas4a3iWDkCJLARz3PZ8xWaPRE6noj4B46pDaSUllNJVzc5aPG75Z/fONN7WKfFZ1x9dky99i+0rky1IKreHthVbQIukxyXXF2JupLkujGzkGLIRMeGZGzd2WFX/JyDkWo1vOSSqCGdBXRpfB2TVyoMxJchEEh4woMqgbQRrmKxgIm8rbvKGtz3EZsmi7bZierkmpXgaUAj6me7omFURxDOmmtlH+AFDw4Cje15beosisTVW9m5rpEuZ04TWnaHE60X3BrEZGqEepq7pHzhkxCV9xajAgSiCXJERYPbIDAYldq7HXMH9HYHZVJyQgOI+xOXvfV3uvnkezEgubeKfKqWEJjqvSLHuCi4si1f/Y/5GjKW0VPClhHiTukFXFRmVSjU5NcFWR0wO53DhEAuZ0AIAqaW1fOuymcSVsNvxmGLUv+U/9vdvnR1sJrSt9apb7Jj62BRCkfHh1dWwfZqFIRn8MCzreTDkU8mAjJyNHOekh6O8pv5WY2NbTqX6/BFn6uTtGcNo5AdoN1ehd3TW8+LvQf13OZlnfuXWhZot1s0oSN429FR1t3WVNqIa8EQkVAUCNB0Jd6WW1t3bOUYh+vUvuMRmh7PuGedo5sHhehnnz6BluKrFlzogx/WiUO0IVvLMmErSfAKT0J2vC6SMWCoXrKrOhquCW88IMsPksHirSBcAEoQRY+wA/yMbMZEmshcY5SsUt25r9Lj0NDSjGWK83+It/4bfBAH7xR78qAGBLUwHC7nqLs7MznJyeYL1eI0jpNSmzGyMyEYIba/hY4wXELK61hLqvJTxWRLMej6h7VTyT7J6l9+HCK6dl6lCrkbKi3AAmNiYUoEjmjR2pFxOQNJeA95J8ugqUBIQNBiZ4H8RK2vYLgP3Q/CU/shZmoDwX9lPvkQ8CW5UnIRytQ3eOSSQHEyZ0xtqcTiJgkPAioHhJdV6I5MS0akQtC32Ac0eKpikPMIGKGSALJTT5k9XzqgkXt5+WXEsOjw38CI2TziqYSMhz3TvlnxMci7XaTj2Gyjccw2muL1eqn9zCLz+0P1ktM/h6i7TbIZHDs6st/uzPforHj77G9b27OD07w2azwWocMaxWGMZRvXMkeTphgvMeg5/AicE+IflYwjSdI6xoQM5iKS4KFRHWJyeY44w0J1xfX4tyGzwGH7C9vJbzGBy8C3BBcqStR1GM7HzmDDjvJEHwwQ6l5icdfHWTXNNLBW+bvgzzKH/XNk8zKDOSeloRZ4xDwGazwetXrzHcdxgGKbM+TZLXaJokvDnGJF4lMWGaZ+z3e6xP1siJMU0TLi+vcP76DZ4/f4HHjx4jTxGPHz/Bsy+/wuWrV+BpD0DzxH1oP5pmHjqF9huNZ4ApqywA+wItzBKTecllTNMEQL161JBEgHj4KO3PKWN3LXvKeYez0zOMwWNYrUDMiHM15BAAODVIpViND1VJOPY2KGU9O/lBea96P88pwamXiYURiUxc9Y6u+16F/FbAkcj5+izmJpLGQI9eAVmOweZT5DzqPgcpLy08WQEWA0iQy2cWqsY5gTODMovsRV7lMAPMxLvFvGCKPFuEaek75QiQRBCRpXcAYBXWOqPYzVNjM9TISv13ZVIMSWrk5eLJ1RinDh9g+8KBOYrXkRnAYYASSnGiZWNdpqIzKeDn2zQ5VHNRkf5tKRIAk4WrLoGyt0Ufab3rAMkPyUAZJ5jB5Ms0kI0nZbCnkobk+2zvudqaoG+ZGWQ/9XNVfxfnhhqBvd9wDV1D3SSmNqlibBbrrnIMmmfof3Vhc+2wHUEBrlwzuGIt7TY0SsRAWbkWmOleZQEWyUDK77IHM44M6cbWqCWiGBN1edY65a4ddt3T5e/b8nRAlWouQ7aDzGqsduAwVNS8nQsbKTdKbjuQ5l2o+Yi5X/8bx2Xlxuw+GKzF/TW2NW7r69b27qtyTKg7pJ8qiNoq2vca7tTtj6W2aK9DfY6s+gy1nuTlPU2lCaAkxzZe07rUGsMWr6NcEkyb11HWsLYfRdgaA/BlA2j5S16ARIzs5EuzIBgTbDY2gF4Rhs4Z6+clSaEyBDtb5R49GwaK5JLw2DQHKozFvu92FgmY4Jslz8yAYwyeMK7OwMz49NOPJeb5yHRcnF8AAHxwUqLePEnAyvQczEMHgHjjNBvJxm6836a4ZE61GbUKmOXVqDC1fnH02SQCgh3HKiS0HKBJLk52EqSqUTEccC4VRJzjarljXQfz4iQP7x28O3TprS7rzUgZMBdzSYQtoyQQPPtCZ6jLrVJBRjQAMBHVkr+2H8p7q9AG2U+FFlt+K/2XFfAT6UxzQNjYq0kOHTDUzqlzxfO2TihV4cvOQJkbvfamdDGL9SIobWq6EHpChaDZ2WGu4ya12tmz2c5DWYdkE4KnLy7wf/x//Ps3DORD+2PbssaBImFKCQ+/eIg3r89x7/493L17V8DvkxOcnJ3i7OwUq9UIMCOy5Q/KmMIAF3M586SeR4wI8mdCHy3Eg7nkxJymWbwvSaq5mWWYHCH4oB4ProS0soIqQEaaJaSNcxT+S5KnaY6z0iP1sG/pWDlUhMNk2d9m7iDVddDTWq9jsdBdSX4rRS1ozoAnBYf2SDEihIB79+7i4cNH2IQR4ziCs3geTdMe8xwB55ByQowRMUrY+m6/B3mHNCe8eXOJF89f4umTZ3j4+Gs8/PIr5JTw5utn2L5+jTTt8O6y04f2fbZsRkkDe0qJUdmvEtzTflYlePP8ZUIJW2z1O4Yo4xKG5ZBSwn6/xzzPOD09xcnJBsRccxuWVA8E+9BKuJsBqtVDQHrWGiMfAWJYOgZWFD4n96ecQTlpjsxqUHkb1vFNm1WHZZVlCCyGTHtYkQf7oXa/sxnYhD/XKAUU+auVqAgNaMQSps7OhHyunxvoxCyePyYqsBmNq85b5EGYrgCApFiSGErHCoodKHqVTlVZAIuLbhQ2ANRQvOVd3a0HOmZrwDQ9W/IE5Zy1QlmWfRhCv/A3DYftvauoVjXNdpLs78p/2k4liiGrF73KSVwjTGqeLPO4AhipYGQpJzXyyzX/1//bv46Ly8sbBv1+2nsHj2xiMjfpDA2EsU2vwnW1phwqy2Xij3wl3dgE82IzcenTQrSqorNwVywL1yt55bGLZzf7RBHlMgK0w5DnWr/1EJlFXcpfGpK/mMBvRMn6eNP6/Epw5PMKZBXF9y3gSRVS9EpFOhmSMM95fyR8hesrFGUJulZGFKibXBtFk3q3e26Dh5VfDvIiGaVpiE1Vfm9vLfNr3l7f5213L9BfWvxsehOiU8OqynVH1rsAew3Rll+qNeCYRdO8h2DEyfowqwTXcDUAXUZ/KwOZU9b8QJLgUPJA5JITKR3E0Xz/LaUE7zKkSheK4GECiSMHdlBhxDyojHdXelNoQGEMR2gRLRQAY946/x2ARLDiFn1FZxaqxBYGxEYD9WvS8qxsewTwlEE+lz38k88/q3mBmjPkvMMv9r/AMARN6p0Lw2RmBOcQ/ADAozozOrCFc+hzbTuZfNNMQHltm8MSI67UltGGn7tKZZXTcmfVQuHCsv0Xpa/L9Aj3IGfhp05790DzTGfrWBKAVgFzSZdKiG27tLonMnkVwFgraYYqLXR8Ag1h4Ep72PZCvU5CJGWGiNXilQgMr264BM0ODpB5J4kCK9X/mnBJa8kEQarcvBNWdGxuAWLauV8YPYzIGH+S4VP5uXy+U3C0zGMjrNk9xoO7ULWDda5z1PKxl6+v8K/9G/8BPrQ/wS1nfPlHv8TJyQYnZ6c4vXMHp3fu4s6dU9y5exeffvoJTk438M4jeCflwYeAOUw9UK0yXXaSe0JCDFzJdSeJfbeIk5zr9VpC40gBnxAkGXelU8ITaXBFVGXnkFMUD04wnI4npyQAFkyBbgHmtwoO36gRATEaXVcFHSggbBjFY5VTBk9RvESmDAwOGRmzhqCFEDC4gDhFXG+vMc8zwKQJsiW8JUPOpIFH0zThzfkFUkrY7vZ49vQ5Hj/+Gg8fPsbDh4/w/OFDAEA6vwDS/J2/+4f23bW2KA2Rg4NU3yqfyVVlR3Pzad8a3cL24gLk2e12mKYZIXgMuj9zmhv9iorHu2MxbC3PdvOQaohQOas1Xh2AAGpgLuH+KkOkLGHkbY2VVsev7/vt93BfSYybsdVCTdXDvRnz8qkFsVHZhdCwbpWlDBhqvY+0YAsVgbc+xLok9YAwPRZsCblJ5DHT1+0qFgCsroED0QpGJCugZe9dxwnuPjl89zpTncosf6tc0IrlzX1l/NWSVWQuuy1z1gTZuXlXhge1U1PkH51CkcPz4Xox28xRkf0sYqPKyurR1a4XA1Totz7LkCEV/hcSXK1Um7OcFZWVcmb8W//2v1u8Ab+v9t7BI9ukZTOrNdWUMxMsLVyj6ioHWosqdZXYtF/b1dWroL+vVfBkA1Pd/O3GKVAiN8I/ygJXgKnd8OaF0I+nwT1EUTBXkPKlIsoLi/5xAn3T50cU3PZbm7MOIKqKm/xzt3Uhd5j+1/RgxF0S61FBSRncEQNTMKyfpCVgQRYO42xZDku/lzlsXSjRzHcdeAugUJH25P1TS9CO8IIju+3o+99yRU8AdXJrbqWDq48P5KDbRmEr22ShnBUu0I/XPj9GvFovIgOYLBdSzrkkXDaUXoTVpImyM2KKmi/ih/c8mmMEk8cwWPI6lHGzcivKpAASRH3PDM7qpUKVHhSaVBRlapgFl4WVsFAAZG7azeSrQGOeXlXhbhfp+I6zaydjKPUbcU/WtfTeI+j+IrjyzGE14mc/+6mEVXivIUbq9qq0VsJZl/VFZHMJmN3Tz9bxzbafJVIswGOjNrV7W36vFpISO65JkZ0qfGZFXMyGzG82xawmIy/CkHrkFGE1M0CsAmGT7NPGb0Om7ilF4LDzxAoSFppdDvTNngOV3Dd7qdsWKuiCS76lHCHhZkGFtFIyG1V6Iij4U9fS/rGUuyzrX1rxZDW6Z7F07YAZ0Hwv4NQsNHe0uII+N756OTc29rKWDvCNF4btgRa468IJicCuqYryIVn2n4qWLy9weXmBy6cErNcYTk5xenqC07M7+PynP8HZ2Snu3DnDZr3GahywXo/wCoImC7uFhJOFTcDFxYUAKWHAOK4kdNVJLrwxjBhVgSUAjqQSJYHAURUp45mO4N2sPITlmcOAaY7Y7fcIgwfzWKrEVY/OBBGvVc7rOcQ7tAZc7+7kck5NBstZlMPEEhq2ZiA4pzmbEuI0Y95PCNELb58j8hxxFbeIc8TKB0y7CckJL09ZCi6kGDHNEQzGPM3Ybnd4c3GBRw+/xscff4SX56/x6NFjfP3wMZ48/hovnj4DXr381nvgQ/t+W6dLlaayj3dVhsZSY5C7ep2i6jCmK8F5jGNAzoyrq2vEFHHv/l3JozVNADOcswps0BLxbfcOxECmVs5A+b19D/M67GRu4y8QA33mDGfJvIv+1xoCpYvMrI6CaoRCeqt+cGMr8nsrswNcKrwyjhm1i87cTkgCikdK/VRlXQl16ryOjP+nrI+o+Y9A+tgSqiJzbFWXxYjFeJunpI3cNTSpfZ/23TnnhQyRYRBETW+CIo8fPqjZbdSDiwZqyR/N51z3gU5W6VBUb/MKb3VzWRfRkVBAHSny5SRRNskzs6FLVN/fPnNqOC3VrJuxGc02vdFC4jgzPHmRkSFrWzVflc0XcEFaFFb5vtr34nnUTpAsQC6CvR1kU2wyc5NmcEkkJAThplOci5vyEQCinAFZaCbAwcF7IOcmThe2EXWBi0IJVQR1LAuFBAy4cPsi2gZaWmZJFRV761ul9HKjjqIoDe14pH9LINl5VdnYyZRhHJvqG1thJRr+U0FAFWbsCUvgpOn/IP8IWd+85AvLB/eui3aOmvH3icNViV922irD1l+r0+Pdp8TUZC5hGlDliN6B29BbH9Ir1NytdeflZQ+3K025LMp6Lvs0qctmjLHbk3KL5DIy7yIJURMXyRSjAkrSN719+N9LC0HyYgStCpiIQXCIcY+YMoJPGGklNMcr2t+GtBXriVigc5o1zw9jqdhCqx20780QBrN0pgDq3stJcIHDxPY4OO9WUUHCUPnoHLO4I+k+Fe8wMCOmHc7unGGeZkgOOELwA9wo+Y62ux3W4yjKhQxQngkHRgRMzdEhNXkJS+hie58Lvvu7ADjNuwsIQ0hZQ7eyK0Cc+SpVIGFA11hxkwbBct5rIvJcckQXjxUmcCawI4A8zCU9tRaehh5258tyVuVD4aRvR862Crve6ACEtixDTgu5ZQbDSWhhcICX0sjIs8p4jOCdLIABSIX50IEArag8+k3oVABc5CXLFYDiHLXEcsawWZW9JIBS5U/SrXqH6ctnMMhTvRYEc9POfgDFqeEBtT8ZQi5CYg+wfmh/uhsDuy3m3RavXwKvEfB3HtzHerPCZ598jHt37mBzssHde3fxl/7pv1DganKk+eMIUUvAE4II9piRUsY8RTz46AGcI2x31WspeI91EzHQGVuckzpDWmXNvncEDN4hxYSJ93YjVqs1xnGFCs5LCGbWUtHuQOQ+rpZyFFDMedfkGGNwZMScELwvuRWTlvSM04Q5RcSLi4IZj85hP83YX28RvJWPnqtnUcq4en0hXl2rEcNqRAgB7B0u3uxAwWGeJzx//hIPv3qML7/4Cg8fP8KnP/kMX/3qS7z6+gnmN2+Aaf9dLP6H9j0276Q4Qk7mhQH1ItZ8qgBKdV6QJpmuPMEqllWdhVBzJYhMxUy4ePMGKUbcu39P9pbKnN47iVogyUNrFVwlh6HIWjlFuExFVmAswKGiPPCtYAdBAFVqwtRI+U/VP1B4WXevVapeVOF6F+m36EOtfmZaA9vI7B8gHpNVfynKk3kHmVGI7DNZKeIEUFbniQxwBBfDbpXNSgggLcVO9cbJClRQArmhKlr2JE3UXPTWor+289XrQsAx/m4yokUuZAWQJAUBNf30nd/w+UHP5a2qbNrp3dpZeXf9rtELaoSCjD94kXWliIyMI6YI3+SzYvUKci4gcxLD9hFQCwoWoehdja6Wkr1o4UPtKy/1+ap3f7/tvYNHSUvbySQ4PbgJYgOCWmsY4D5sAwrmlP+QgA4HXkVcN8WxJMXlMrbcGM0mamRxU5gODnnzuFqZi+rtpEqmOwJSHIyhHqrahHAcq2j0zVvvXQL0wEw/Fm4UqW+6+cTK1kfi9N4t9tlxAkAI3mE5XQbYlI8PLmjm/Rs0tnvfsj7Hmrlvtnc6cgUprkNrD3mjXL4lVO6dcMKiyPaQVgsetc0IdvHw4PovRSFu8m7qutsSVzYrApeS9pkVSCrnTJNoqiv7D90cBnDMEnileXhinEHOYR0CQhhUCFePR+cALyAaAAQfRFFfWKxSyoVJWCvuonbO5AZN35E05t7uIcsaoO34Ylv/JWky0INUS6+St7Q5bsGqsOTMyPMeLjsEL2EfRmpM6KvMrUe/DoWCCOdy4a8HIFzT2n3pNB9J95m3WZFS9+oDgGPCH0G8ydqKigSAnSuuv5b3xHlXcpYcoz3FxZsIiS0srApCACBRZJPyITvLNy2AgWmN0LS8vFoc5C0ZyGYpPT55xx6jArLe5z0Qr0DQpNrOo/O/b29k3dsd2kuCyvkAnvcicDYEuCgTRCB/++YjR43QTeUxmQabje6/AEB8vNLd0rByJDv4h/anqjF+9+/+fSAE3D27g7OzU5zdOcUnn36Mk5MR42qFcQxYDeJNNK5GjKcbMUISJNfmnJDnjJmqsaTUogYwhADzECgekGYxTxlpO0ulxiBGLyvQEsIAnxnnr15hygkxZdy9ewdnd6BeTiL/TnHC6FYIjpBp6ipKMzP8GOBci9IDsGpvOSM5s45XTyOTqa3qKQwAgCTHnqcZMSUx/uwlyfVqGMGcxXvYvssZq3GN/bTH7uIS6Y30M6eE1y9fw40B5xcX+OLLr/DFl1/h2ZOnePPVIzx5/ATT11/jsPzjh/bHpeXMPbcllkTZDaBpvE20sSPWsWUjSbyeU8blxSVen59jNa7ws9/6LVxfXQngmaKAQiGURNk5ZziqMpqkSJgRRuUhKv/2ErA0LrxRxaZj2gyhSRBeQa8Wezq4vpG7CpxDi4veqjkt+ZcBRQliVKvaZQ8iNcBR+T0219YVYkQwJ1DMsCCPxCyJsZGluqJeyVpGPkUBzckFkWktN5ykkwYhNHMj+vmhYGP6tu90atMtbaiM3CW5fpdmQFcxjhd9tqeFpQpbs4C8+L16oPVrVeTIhRW8GNIb2a7Vp+0+MGMchpriw0IEVddkZrAa4A1sS0kM8MSx4HKSMLvqZeZxbc+onzU4BVWvuB+qvf+E2RA3WAtdIGLEaAtK8CrwkiN4p1V6xNajoQqy6ARCTHxzRvSj6CbKogEtMMRlc4KbBVG3Y4txlCvlzuWzDkCBotzf3KwaUclz0myEb96O3bMYZ0uYZPL7z21jkjCSYzktOr1pgdstn7N0F7XfnSWwLUM4VIZZCZNrYq5bmtAhr8t7YQedSt6p5fe3tazEeanOHQNs7PNDBqUgKAyn+m6Unt4DwghJ+92CWDfjUe1Pb9X5dw4cU/Eo4uKmKnOYUk0oBwgDklLGCTmqMJsEOJrnGSn+8GFrIQwSUjfbWfYIzmnVcdt73BDdPv+NCOLmUmt0RA6rEX7ZZB65JPMFaAF2CLOwcFdRMtgJOOKJNEElF4+mAhrpGKmRZigbUFAteYetebdmDH3r6dLqxCFFQuTDA+U5LTCP+pd4Zkq4mwNrJTvGrHd4WOL+Y6etpyvkzXLZJnhG2aPdOxDAcCoUKggFS6bJ0KKoerFDCc9iFDdjhoZF6zqyWesX71jHAWSthFaKEHSE0Ga20tEMhocBkM16ZDEswBOKgYRkpHkxLwc85CbCRQR4B7AvSiY4gdwo4W9JBNN69rNVZEAvMcvvzjmEkzWQLBmweCk65zrgSBKBO5CXkJhud1ouqjbyQL2VWA2l9mrMQCYzHy3f1WrQ6T64AZz80P60tATsrgAAF1cXuHwm+/WrO2d48NFdnN05wenmBCcnJ9hsVji5c4KPP/8JAMVUScLVLKn+PIkX0nq9Lh4Fs4/ghAIeOe9B5BGCwzA4tSZLSJjRHhcc/DiCmTGsNqAYQXmPq4srbLdbjOOA9WaN1bjG6WaD3dUEJsYwDKUoVFKP3rzPqAVLWIpRzAJ0+UEqRZohU5TqCFJDao6S0yjNEmY2rMfi8ZjnhMuLS/AsuQnTnFQ2EaUrZbln3Kxwtd/i9fk5Li8usd3vsdvv8ezZc5ycbPDs5Uv86suv8OzRY6Q3b4DtDtN2B/wYimV8aN+6/ff/B/+jIj38M//Mfwb/7H/lv6D6VYUlet76dgDAewfnCdvrHXa7LTabNcZxLFEQZuhxTRGLmhBY9CrTAQ30MOyEWGSl7H3xqmGT902xRr6Zb2rrZfzFd5088HadrpUt5a96vXNDkSkPm4bE21fluQ2TZJVDAYAEXGPq36+EqeWMzLEAK1lTSohWlAztUFADcM6LcZSjhPRZqGpijKsRPgyqwzg14NS0BDI+UoDDleFKx/UZVU9iuNscO/Qa7cQ+bOQrmdcCKIE1BK6tunYo+1r+1uYKBWHsOYYLQMLBoPpRRr8xSGSfNpqke5J1V/Rq0iqfsi8sRH+px7X9yzPE2EvOo9S4IRlusnGWVCM/fHvv4NE//Lf/P/hL/6n/JE7v3QMhF8VNQAV1USOCg9PYVpF14biEY9ZCheiqibV72X4tC4WqoJVNppgNlzgnszi3ukH9WxQmI6R9a9F5Ixk34Fp1jK1icYNVvHen6+6+oT/7rvZdFOOcNSmvjNAwqxa7kuv6+/oxLMGkRjHqB39IB6HPhcZPL/Uk7vuoHhv6B2vC2gZsWs4PL1Zi2Ri2f3B0zo+947KHg7W/caGp+/GuJ/yt2GG7YA3oUQh2S3QX48wWemZEh6WaSpscuwWg7LqUGDkJmJQUaErZQtpSQdDTjyDnkQ9OSoYrUSWocOIBSU0kYWz2TzaFMuHMkguJxQqXcoQjX4BAziZA6d3UJIBebGj5VK1JDiWBqbl3m/dTqRICzQeG6q1kNCJT9W8Ufd+EN0ZvbVhstuwgyZHsLPXgFildPCYGZue6bRSLxYaO2Bz7TZuMvd8A4C/vME8howtEhBRJ57EnDKxhiFAvMFZJUtZWwKGS94AIGQ5JUiDKs9oKLDLpmg6AC9msQoV8YI7BwsDLII+9ejclxSK2+Mqxgsu2rnnRTSFi7bvr2TYpAlAZXj14gwfYgyLqPS1hb4Fj5xTNqfuFAbBjuIEFEEr1kdIVd7yhKuHNCzdvKvmKgIxQQDMl4c31+l7kVGnojT7MmqacZZ1/oHD+D+3H1ArPS6VIUHpzgb/7+3+IO3elKttqtcIwBNy7dwf/6Tt3ACjFtuqSzsORx2o9IqeM/X4WpYoJzifZaE7zcTrJfzSuA7AZyra1XHopJ1DwCAq0eu/hfACNwHa3w+56j/1uwm434+QkYhxHYGY4Ej5KJFXfovLaYRiKV33UMIecMxwIeZoxYVJ+LV5D2+0W6826XD/PM+IcMceIzX6NFKUKak6iYGWXkSKDk0D9lvdot9tjmmbcOTvD+fkbPHn6DM+ePceb1+e43u5w594d/PznX+Pp11/jzYvniBeXQIxKk354vv+h/Xrt1avX5fd/59/59/D7v/9zAMovlaf+1/65/xL+8l/+SziUL2nxD+WaOEfspwkpZ9w5PcU4jthtd0X3c0QariY8OwGgnIucL9c5PQfS70KXb0L6RaYVtYAQmrDtAizpXaIGctHruDVoLeWoo3qYjeOIJ7iJ52jFhMrLC5jCGlZmlZJVNyvOCAe80u4XeQnZdB6LzKnAi8n7UiQlSTUxZqRWr9K+vXOaB5a6ZzBnxDmBMIhBiEhCGct1DuwaL34KAI8wTatWcG68dqAFs4rLTpnNgylEu2Z8RPtq8JeS9HqhU3MLVJnObTIeUO7pVVLq9wBJCgSnS5ENRNUlLQZ7Is1PlPuxssrDTuXVDAW8CN570TsyF3DIRL+2C5OauRl/lS9lTq+vt/hrf/3/fGvU1ftq7x08evnwEeI0SX6cDBAd93CxzQ/U+cumODWXHZQtLwdV43HNvQdCpOCaktTNSWZDiOxbKl9ph/V7AEdzj7RKztuAI7mmOVT98G+5aXkxLT9ovlKFp6WDhXC0AFP785At3Njs+R1Rrt9V63KTvwlUPMjaoddKUQcPWPyl/20JfUeAbgu6o8XP2686NhPHe24UtBv7PEw8/C4juPm7hVIJNGdmuUkq8FFcKnNGTsK4apWW3ABIXNzks1ZVy7kBjqK45Uu5XqnGIjmTfnjtjtTDKJmHEMln5AicZN5qnPCS7qhnhPwqzNeTxDHLBbUiHVHjyYRFX63nEBUv3x4wac6iASqu7u/iJs0ER8Z8CY4yHMylFfX67kzXcTQj6r5noIABR0O62ttbEMH6onre2CmN1UFlKuLMQcsAiCvsbGA2SDxPpRCYq+yX65mushGXBIRFGLD3JcCqsYEJmWUveNJKlosZgs31wV4o/ylGB6cPylS/a6mb0XMVnbSbBkDSPUm6f2pITLZc39Kj9W+GjdY7KNtE2OTpP8vf0FZXKYnEabE1Fntfn8NwID+A0wwwSsif3dEJXGX/av/MB7sPROCsCa9tWB3tEqGvmfDmGf3zDEj60D60ZeMY8fRXX+B8s8GwXsMPAS4EPHjwAL/52U+kupoPCEF+rjdr3Lt7F9ir52mOsDPhnCtedSJDSZLolAZQ1lAR3eiZhSdScAjqHVQ81kkM746BaT/Lv90OIQy4szlDCAHJSjNrmJvl6XRe8hdN+0npdMY4SphZ1CIVKSbkmHB1fYV5nsEQQ1DS3IUpZ8RZ+DNBQoFjithtd9hud1gPI1KcsdvtcX11jcvLKzx9/BQff/wADx8+xqOHj/Dq1Stsr64xX13hkz/7W3jyq69wef4KabtVj8YP7U9ie/r0OZ4+fX7w+Wo14vd+7w8h8o3kI/zn/uv/VYzjeABIAOLtMe0nxDlrInqPcTXi+uoawxCEL6icJOxWdSLjvR2faP/ofhzILwZYpHREt4Sx0yrUmKxyeGkFOHo9o9cT+vxHjfJI8h1Rq+NQkdVLTl7ScHurgrpovPjLOYaBQszZ0jaBkMUWRtZ3UppiuUlRkiyb7GmeX5yTkrVWx6JiryryI+tPpXOWV1Gu9yjhjIRDRbhTSBsdvMhwjA4AW+wBLLfAMUXbRKPyTNNruXZ9eBe4f8s6F9TMii68eDu1A+LyJTc9tXJg0RLKA9r8jgTLD1mHLbLwTRoVM5eKhHZfShm/+3t/eMMd77d9D9XWamk5srhyX5Una+3GyAUKOqKku17oryivbhgVrO1Mk3NVwM11lxG399RBmAJFZHk4sNgKOL6B36G1QnLd8U2/38Az5ijN0w1qNnPRIdpgLO7u/0ZvcWQpDgfQE9PiO0HNNdZdU8qwf4jd2YyVWqLT9yN3GSOqT67PvXXQNpiDEdw2O0YybuybAZAD8QKNPtoWSt3RzuzHkqUcjtbot7jXV+HUEpxbbhKx6nBxyWfLa5QkWba4Ryb9WyqvxfJ7LP9u9sL6/hpbZYyyB6sAUN1FW6J/CBpwBthB5spVpl/hAChQlpvqgU1f+lyr+pGBovBbJR5hzIw2aXbxylHgyMLdiuJOgEMCoVpZ7DnmUSkfN4DFckn0GZkZxAMOAzSltT4lTLUcrFmviucTVXDHp8bSRId7Qc6uqGOV5FWvKkfmGerASDBfQzHK1AIFRpgtlKm3RFKdhyKEoIJ+MN7d09oyf8sx23yoUmn/K3MDA/mE34gwRwVIFSbPZR0NOCObkMUe7em+SW5H+I2Boybgmnu1rj2V7OEZ1e+5fcEF/TA6QR4u7gCyXC2Vf2Tt02XXfN7ykQV4z1rwrn3cgTxY16WOpXpC2jXPX7zBH/z8IT60D+2gMSO+eIXoz4EQAO/hwoD96wv8/Tv3sFqNWK3XGMYBwzDgo48eYBhG0HbCMAT1LhV51IdQFIbafwblGZREYbbzyiyJrMk7xCFqJdKoSfy9eFSAgJQxTTP21+L9s/pkgNGvzMqbDfRJSelHxn63h3ke5RPh35bcOqUMThm73Q5JK1Ol3Fc8jRzFM4qFl+12O1xcXGKeZkzjiKura5y/Pser169x/vocP//dP8Rnn3+KR18+wotnz7C/vhb6sd1hGyO2z18A6Xh+sg/tT377m3/z7+Bv/s2/033253/7z2G9XjX8VHK2/uW/8pex2+0xzxHOOQzDqLm8CCklDCEIa2NoVebKk83gIm5I1MkIt7bWyMISrmUymCuGOVSng3LOW4n5sLtjrb/DeH3rhdT0zS2ooPfLx0XXFcDawATuntGMCADgXUaeM3KOYM7qEUNgcWmRtBKcBDTKWb1yCK54YkkEiMnJjhwyuaKrlHETgcirfKmyQDF0Ojh4TZzORR7h8pJV1pIqZibLWGqGZia5WfPWq+dAgG1msJHnOim+Id2tnGfyTT+n1MhR0lNr9OycFPQ/rbePOaaUa9SbzRlwpF5IzdIVMK6T2fQNWumJnCvRE0VG1D4BNJWx1dDBOHSm+R7b9wIeJfVcsJANO0AW6QrIvHqbUG42hyHVJrBrmEIVvBc/a5cHf5ZDytSFkzIfXNl4CeDA66jbbABqrpu3EzozCrcWaxt88Wo48CYpo6oHuUExqdmk7e/LWeg+I+re69axHyghx16tg2269ajj6pUMUE8EqoNHHSuRENzc3X9M3VtuACp9HdFpj7a6+rdDPmK57EGAg166Jfz2B7zMQ+mdi0JvhNaIFlA/FzBIXBvtn9G+1g0yq/eRCLFSUS1p8k0DilJKiBqmJqFqFTzKP4K4knnKfT4+RrESMMRanJlArKmZOxABzbaq57j8Y4CSCgIZanW2W+ktSyuJ4f0QUCqoQYA6YtL8PVau/viQylhvmOYSA67KwsHFhY7J4jPfQQ1/W4y2GYed4wwLI+ppUs1XpOAC9KC2fWm4WEZG4lTAFQcCaX67zA7JqplAEj0a6FNoCYsnGMOBUyoRh938NGMGUSesSCU8C/+TuUjeay6+w3ZTWtA2RxOzCVoAQZJVzyk2YCUKqNUmBzfw6NbWSkWFKOrfTmPB2EseoxQltwEDLrMMnpMIikurZkd+jW7Iu/iuSpvSFpa8E+39bNbPLPktjjY2gcxoUlUQ5G8PQuyut3zbXP7O+Pf/9j/Cv/i//zfeMlkf2p/qljKQJgBAxhYX2y3+fpacRuN6jXEYMIwDfvrTz6WiWAgYxkGqlXkP7z3Wmw0+8gPahF2UZ8yJgJgKL+AS8Sz0xMUIZmCKc0l4Pa5GOO/ASfOMZQYjYbfdq1FGwKecuVQxHYKEiKSUMe/3pZCFJbVOGjIOpfExJgAziMTyPMe5VNtcrVZwRNjudri8vML11TVev36N+3fv4vGT13j58hWePXuO58+e4bU6FSIAAQAASURBVPXL1/j6l1/g8uoS50+fIV1fdQmwt0++/h4X8kP749L+Z//T//nBZyEE/Iv/0r+A58+e4+69uzjZbOSchRHb7Q4+DMiq+EmoWS4gkf2UHGBc+LRUtzJFvJVNKg81/YeZDkJ3LN9qBUKM/xSX2AKmSL83+bn2fK6X+kWfrB+IJ3AFGkybqH7JxhrNoNg3kx3salFUq6yeNe+m6YuMnGbENIuhR59JJNUYgxtt+mzylJbJNcLnpR8ihhR4DfAUQFCAqcy/plho9FChY1FkPSfe4TD9VvvtgSN7S1NGqlDC2UCdZh1apVb/LvqOLHyRG26BAGChirJfAsTrR/NF1vw43b4C6tJa3lM23VR1b7vHOUJKXEPmTJxiaG5ZBaA4V29WLNREleWlGrnoKUUTbQEs1DG1eZ++7/b9gEdqrQEAIgdH1b3LFIrCoJtgtawbjxToIViFLov3pIO9pR+XPo+2siGavdugFQYctfl3DgAkbvMT9cLxTU3yn9RBVLCi/tf6qfmHFMF9GzBVxlFhhre2hdJqz2ubqAG3wykVwGoU3fbl+MhoWuWuVAmSq5J6FtxWkKhtzgh4132DTn2jxg2SjkOqVPq3vdFch7qN6r78BsDRTTjUAZhYCZiVkrS/izdBMjSfUQGlCjAVRqSu81ETcQooJMzPwtMMLEoxK4gkiXXBwDxN7/5+76nNKWHQlM3FW0gRRyJJGFjBti4JC2o6ND2FDXDkzBKwOP/mjuzopkCtG5pVUGjvyixpitqzqITJEZVn9c1chW9ClDwkRrgeM1PgU75JQNLSvQDIS04dVmGueJoQNO9Tnav4DtUePDkBJ5RJZ2atNqtcwB8vdsCsYBLV+PTZqqvpbA3UgIFNpaQDOsYM83V0JOFy8YaEr8uMUnKPzE0mCUtZ4tVJ1yKrJ58xd+e9/E0EjMpurdytA0BeZVNN1Eg6/8YDsyQiIku2nTXpi8tS3U+9EVJmZEcgXV+HDKKspYlv2KVGX4qrUJ0r1kp/rg1VIQtnszSdrIKmlPDNOp4BwIxOLsQyDxSr6MGaeN3OZy6zeWgz/NA+tLc1nmdcP3yI6/ZDF/Dy88+x3e0QhgEnJ6dSJtxLPqQHD+7jL/7Fv1AMcuYddLre4N7ZWaE1zBmJGcF7gKXwhA+SK2yeZ2Rm9UISo0BwDhTk3surK+QLrY5mFXm0DcMgIHvDn1OMyNESdOfGMADsr7ag0w2YgHmOmPZ77HZ7bK+vcffuXex2e1xcXuLizQXOX7/G14+f4Ge/+Rt49fI1nj17hq+/foqXT56CX5wDacLLy2sgt4nTPrQP7Zu1GCP+u//t/1732X/8P/FX8T/+n/wPsVmvcX29FTAHqegzzkkF2JjEq51LEYyGf7cgATVyGlRP886wiqPblxliOXUNMEzVqGKGVkBqWnwzge6mZh7hZkI5MjDLrkK3czmRZiNSvMY8z5j//+z9edxlRXUujj+rau9z3p7pZp4ERBBQGRyiaBQcuE7gVb5IjDFqxMQbZ0RjCNc5UdTk5uZ3Y8SoSYxRr5oYHHCORk2iicN1iiaC8wAEaKCn933P3lXr98daq6r2OeftbqZmqodP03322Wfv2rVrWOtZU98jxoDWOTg0AEWtlibFQUgvTnCpeh0zDfQVAiN2HTgS2HIvQYsLtIS2HSd5cUDZWRQLtYDmiyNyyUhoz5r0jShyRNMMzXEpX1D5GdD3V7yYfEL+J5DSbth6XX5nfWCememZ53QykRjY7P1LMvJstDSdChBDmRQZELkkyXjIBWHJERw8IoJ+R8nxxYxuIUb4gguJQdOKBCUcXZO5EN2HGJDKmaZ3FFEHu3RYuQWxR8gj8TjysJjyPgYQaw4kS5jtCIhBk2grOE+8tIEruSQK4lCKH+jz8zqVjJaSqwbWBQOJjiqUrZK8yV+kPVwtyMbCEoAY+52+zBhZqsvZJYr/l+21hbE8K//bBBn5XOh1wpXMm5S7iZXabu/AmH0jRbK3USaPSnYUgCRbS9fJ/47I5Nv0mu1criI25F9WJsYK7q/4PF8pnf3t8Ho0fYs5BNKAFQZkE8h8TTF+dnn7XbRNR6wpWXZ9iYuSRZK5WLSFqcvJ1bT9BauVSKNgoWiysPV9j9D1ooiqO/5EySErJWllMRPxeysuXobnXPhhvO65p2HT+tWD9yTeJgSghSWP5nLOkAdryUwjjJn8wFKSrBXFvI2BNfQ2rzUunVNs0nP6xu4F6EbIERSdkBI5r78k1YNQRC4yOLq0aYJMoXfIVIfd28akRwp1YyNtAPIpyHMGRiw5IviV3G/sOb1Hv2Np7hpTeh0RGdmQMfAKChFxsQOD0ffb5PfslahwYEwLHsO12Qgharx2LIGdE+uSebewzE3SahmR51vD5j5uQZZFmpf0UXKUp1wGUC8sEounVG7SH/R9amPKJs1Bq/bOl1wtxEWeV/IRNczAZCv65eVU7TCHMDKoHYMaLbVLJJXZRMxJGxhxlLcyf+GUNSRyIsUAwHnKzfeUwrptfSF9J2CgnSJ/1AcwfZ4UoZPTe1ZkEejizVSxsuJOjtjj2v+6El/7l61A02C0ME5e8M457LPvvti2YzGR9azr7H777YtDDj4oETuyZ0ZsWLcWq8Zj8RDqA3qVM5wnNE2Tkl8vWaEKcFqfTAEwObDvesnP1DRw5BCCJBsGgIXxAgAW5bqXaml96NE0DbZt24bJpMPi4hK2bduG66+/HtdcdQ0OOPAA7FhcxDXXbMbVV2/G9dddj6uuvhq/+MUVuPaaa7B03fUI27YDy8tF/9SwtIqbH1/9ytfw/z3hSUMjPYAzzzwDT/n1swFm9IB6sOcqUt65GcJh2tA90I9UYCeNs88OAbbv8LDyworCTch7lsrdlHIKruR9lI2VlFgswPSjufKRaqBOixkNdJUpHQ4AiDnlOgLEkBWYsdj16lzRAK5B45WYE6lFQnO9FwOTNs0MdnIj+cuRkEjQpNxSkZlyvmAizXdkBlo1pLEmlab8Duz5gEz29V2HdjQqOs6J6ak0ZJouvwv9lVHqNkMSCvqm5uZUHnwu8ocWhkio84rWmZb0FST3aGiESBo5YNUBQwBr9V9WQpKIxGvL3iPHGQ2+74N4xJGNT2uvyafQ7J6iYxlxJK9Bi6UQ4Xvf+z7+5E1vn+mjPYU9FrbWh15KGbsGFE1RcrAKNIOXG/Wl2WIAUTKkkgup4EuFJqaDeBD/x1OVYQoUC9F0wl8b8GVsqikDQG5mEpQLdqMM+xiIzVPyedGQmXZNt29n5xspb/ej4sDuEEc3WO8vrMempibFKgLk5P7l5OVyMS8gKTlo6tWXym/Ws2a/SQ2auXbZJ3b/XWGqVwfXJJo9Ix3n3CopI14sRFqKM3uo7eLu0+dwVpTFxTMmUkg2xZismFlxlYUovyU7pp+UySZdvEUxZQwSZwPZK0mvH4J4IVk+JEuqHZaXsOV739/Zw+0R9CHi9e/4gnjOzOnOc3/tQdh/0zqp2jX1Mhw1Ws49IMZlHbseHCO6WMRHsRNvlUkAeQ1j0/2OgJnYY1uaZA2R6hqJZC3JE2srS2URIg0qm7KoyEV1U+YIZlvbzAIR4ZsWfT/J6wdnF+pMMtOKEz/dMxYs6FystD5Nn4VCgNNLczm/JSyQKSLEJdkUoliyrEIdOUviDAABrWNIPgHK8mDpoqjvg4kAVu8WXdNl79CfEJKwOdsPxb91Mxcha+o8wsDh0YhG4YaUONJiAckCWqwXQ6+yCEleTRIO1kf0yMSRtEsEl+gdnHkk2SNQHoPJi61plDgCkqnTrLggXX8jGt8nAojZ8p1xvqf+cVrNbtgJQE7mjVwRptyb0r+N4IoYETT8TdcfuweACc9b6ysqbgL6DrxtK0DA8hYLvQBG6zfg2qbBl774bwNPTw4RBx9yEK677vqkCESdFwcdcAA2bFgne6EqZmBGCD027b0J69atQ9/3WF5exmR5ggjGwupVAFg9eXPuwKWlJWzcexNG4zEm3QTdpMP27TuwY/sO7LPP3gghYMeORexYXMTy0hI2X30NDrnLIdixYwlbtm7B9ddvwZYtWxFCxNVXX43/+q+rsG3HDlx7zbXYdu11iNt3IGzfjis2X4ewbRu47/P6XlFxC4JZPPGm8dGPfhL/9M9fGuhKL33pC7HPPpvAMaJpG4zHo+mLZWpC9zzXOJWbdF+d5RLSDaRiq+kkRSkmVfgB8XK2zZRSKFNZ3CHrk2I8nqsZ6F/mpRutaRjoNrB8RYUsOKfxMfbo++1KaJNeVwq3O3IiG9lG65ukf+mdAah4FFjzN0I9hUWWzDlxCUY6mcEaVmXNKv0yIVdsLUyCBJSGoYHZiADfNIVTQaGrEGnY2PCZbT2dOZauqcScekUPzrdIgVT8QC4fiAbr3owI7KaEDpOHACAyOl6WKA9icewnQlzmVEQgWlLy1Icq06gHlLM8UZx7ynQ5UTEdLO7KFW0wo3Zps2S7Dsdbtdr1HiGPfvr1b+KAY++OvQ4+UN29REB2zgPOyXuzTmWgJ8l/RKwlrYmF4YvKZrJaz43tJZOJzUvIXqIgjYm5igJnZct+R8PflYvE7ATPCw0Njtrv8ySTstLlGfmeAxIKeUErWzJQauYsknMnHeffyy30HgPCZvcgpIPOK33AtKSrppzJlvl0T77WSve1RQ2wmFkafJP/NeyPTAxME0i7/4QrtbW4z9RxHqw5U+/M3u2u7zA9yDJxxCacorjZcCCUCd2MQCw9kCxvgnkcMWu+hWBJscu/OX3evnkzrvrBj2WD1o21VCZjCIi3gbA1ALj6uh0rfveuj30Dq8btDHEDAL/yyBOw/97rYfmISJV6ZpZKbUm40LEFABGSINX5pFAnzyaG7NZOnYfVYmNkiK019ropuRoP2zZMSgy9hxEnTWpLXjFkbnrfghGSVUUzDIEAcaed8pwpkZ2sNcyY5613uvmH3VdAEnnFjJKrJ8rWN2frRiIAKRFBNu45amCiU+LDSNOoOaS8uiF7B+cYMRb9CWjoIaknAZCrnE0jb8j5zWPwryxv6fs0Iwgb6eXSO2cV3iJbrTojcMr+ldh7IgaC5sdiGtzVpn6IAS6y5IHSLx0NwwmH41zXl7SGZKI4Xb+8SVq+M3nlvEvVIxnyLqQMbSyu6wC2JJuc7ktagaaEJUqPFJKtyO7dkuyVzQ22blRU7ARFsjQb+93WLQjLS9hWrMtyAqPfvg1brt+Sfi5hB4zrjrg+ETtLS8swa3Toexxw4AHYuHEjlpeXsbS4iMlyh+1hGYcedBDapsHS4hKWlpexvLSEHTsWse+++yCGq9H1PXZs34HFpWVs27IVW7dtwyGHHYq+77F161Zs3boNO7ZvF1Joxw5svX4rrr3uOmzfshXdtm1A12FpeRmLl18hHsPLE4TJRJSbENBv2SKejxUVtzK2bduObdu2D4795V++C6sWxkIKOUI7kkT1L3zhs6eIpMI0asVfCnl4OlJFPqRNUr5J+3beL8lFSBT7rN4F3a9nZYUsHcx+VWoteq0i99+ACEhnriSYiWzhknexykwuh4zZLUsdz+4QGJq7Up4hOsD19kgqk7J55VOKahCZiczlGqzewoMk4WS67ayul3qGTKYOQ1JGn030CRroNnPfo8KpfsNWWX3GY0C62mlXMJDIvlJmpqJCMIHV4JjbMKPDFrmRGAw0SHJUuj0zXMxedJIbN58HEq9TcjlcsFQkzWufp5xaZMi64v4R88jGPYk9Qh5df/kV2HDQgVi3/37iCsYAopdcF+ZCSKoMICYWzwPQOtzCLjtVjjHUteXFu6JUPNI3SGfPxyA8LcncwwUhj8tykZL/izxdTKZ5yWipbOmce0wLyYUiYGOZ7TlnHqBoyy6EbbvGDFkxB4NrFQNfppMpmXneDnl4tp9N3R3Y6U3z3fV5ps8v+n+6i9P35nWR27srzLiJzh1Dc35nLeKCyCr3jHJx2HUjsmDL5WHOf3Oh3us9c84jC10zJVmOi3U0h6bFIIx4CBFX/+zn2HbddVqJLYKDVYIRomnHdddj6xVX7rrtt3F889KVE3/us9ca7LtxLZgDAncwWwWDcdLRB2DThlUyjswcoO+G7D8qw9WUKHaUvCbT5qzKsu0TBNbY5Z1NQsCx7ITlmDDbBA22PhkXEvJJaRClVcYBFM36Mf+e6Vo8Oyfs2eU+mdjYFcrwSbHGTN3PaXep+y/i8Lo2v6SoiK1xZlTQkBCdF1ZoQbu8WM+HV5Q5NMeLJrVL+86uO++04guCkCsR6s9DOYwxuaI7AOY+bitx0cdCwpBeQ2+o+QHthuLUQ6lfyREc53BGscY2oLbRRmkHWDZq7UvxXCv3g/Q2YNYYE3jSeE0CkArsURy8h2Sk0wfNQp89a345ZoUz7z2L649JoJdirARfyaOKWxix6xC7+WFb14eA7YWSa57EYXkZV27cCyFELC8uJgI7hoDrr70ee+29EUtLS1heWkY36XBdt4jFxSWMRyMsLi5ix44d2LF9Edu3b8NR3ZEAMxZ3LGL79u3YsWMJ266/HkvbtmNpcRF9CNi6ZSu2b92GyfbtWNyxA/1kgqUtW7Bj+w50y0vA8iQRQ1u3bJ3/oJU4qrgN4+v/75tzj9/tbnfFaJTJo7Vr1+ChD3sIAKQ9b55uYUec7USJWEHaZ0rSBRwG3iGDy05du6AfBn8n+V02yHwmmWRYkg+zOsxK+gqRVx1L93OOKje5KYNoTJSLdlDeX1kcL9hBcsw2BFYvb5gsFAmS9kdlJFPpUv5QQnJ4BxXGpEygzHumQc7VQaVczm1ml2W96W6fo5OnNhIN+4yHv83vyPyeyj7OShpPHxqospREGMtRJSku5KFTehV9GtOnEslkRk4WWdV5ScuQPOYKScyMalwaMCl7UtmzT6eHuTWwR8gjQIXNPgCe84s3wsM5UXjZQjfkeATBuahU6VCRzsSCMKb2YldW9ud0dCn45pUlfTVzramFyiZXIitAwl6Wk3dwuzltW0FATsnhsuQ+87PEN3Ax5qeuN503yBZbo1nKimHmvZP/yG+iKm68st5Z3BBpwSgPJuJ+6vc3LOFXnuz5+fI3YAyeZ1cEWXmNRLwQstIysEYOL5aY5LQwzrZ0t25eXG+mTbbXRFParCXqgpoy+GdCCawLGEuOquuv2YzlHYvJ5V4qDAAh9vjJt7+DzT+/fLfbeEfERz7/3RW/o9OBww/aq/AkcegmEq/svMfee63FvhvXwbaotDKoJ/CAhCFKubyg616juTGM6JsergSCRyYFudihJVfcMLxM9ubCUy1diNS7JxccmPu8RnTouLLwMfOUgbYz6M12Z3RLDhFO47P0eAGgyZolX4jxC6kfOX9aaaMsRQd7B8xC6ntNxE3F+jYQFVZ4AMuzRNFyCJTfQSxDlNdb6yfJmeAyoaguVQQdE5FSv00/TdrbAoO5k+s1Iw17MwFYEyWa5OkkzA0sXoAggm880DayaHsTCrm4ofQpl4eKfhAPUgeQ0lhaxjeGHH6bCUHdJ3xZ3a4U5DkfKx64aRpJyq8JJKPmUbOcVI4crviva3HVNdfPf0EVFXsAYWkJYWlp5vjlXY8rLr9C5NXlCWB7c2Ts2LYdazdsQDdZRtd16PuAbd0SJkvLaNoGy0tLWNqxiMXtOzBZWka/NAHHiMnikny3tIylbduBxSVMJhMEjljasYh+cRFYWgYQceXSMrC0WMPPKu7wePvb3jn4vO++++Dggw8CkHUHBmPNmtX5uB7NlIFt1pB9Zo6OFGMP37QgFlIk2zr0t1rxDCgdBexORZSLyhgxBPUO8oV0ONz5p9RJmFfytAxIzg88jCzCptTRZFd32hr7TCJPaLgaHMGKqobGi16ddF6VYwqlVsQvvYfmN0qqlXrpJL2jeB77ZDpZkrumjVjIcp21ggtd1051Rt4MBRX5S5W2gSzD6YkGXW76WtL7Obe9fC8zkgzlTFIphxHl8WcypuloUU9gfZ+sBQ/snYEkvNBBKxAPZPX8Nsv7WwoeybfEZUffathj5FEKnUmZxkW4jiGCKCQBuXwhaQgQw8GnSQ3AuBqgmHAy7vMEJxSvYEqZMvjpxGwKG2PlAbWPIt3ajrNN5KkcS9OsaPnVVDuG92aV/ae/H34mMuVrhZtM/YKIUm4b+Y4HiW2TYmvtsJlnXThgy/LCVS7GtoBkRSOTIDNtS+WhS5Vx/rPmRhDmps63s3iKQBocL687dQ1tuJAuMuZsMUuxqZR/nhbK6ctMj5vdAc+TAznlXzDLQdoq2aqsAd3ScrKIpnAyde8IMeIbn/kc/uvHP7mBDaoAgL/+yHxrmOGxDz4WT3zkCZDkhJTeCYWIpvVSlUeR84BlxT394WKDl0VwllRNU4ThvHmkkJBFzDmJX1nmlMybUq+VKm+tvO4Y6cjMGPlW8jyFmDbhnKgw+1jubLir3DGcbsWkiTphmuJYKYykQFnGbJ+UcOYBVrbR9hLbE7I/TIi9kud58zcE+/dUu8kRrJoskQo1zoFGLdBHsFkvPamb97BvnOUD0osPEmoW9+HIYh20PRGZ2DOBSIRBry7cIqymvo2s4X/6vr0YX8Tty4MCAxxTdTf4oQAluaAkBh9B7h1CSMYFG28yXsX7Sare2N6iLuHFmjpP0kk5nKIIZMRSyYp8g7987z/gH77wjZXfd0XFrYS4fRuwfdvsF9Tg2p/9Atf+9OcAS04ywy+Wl4VBXl4Guk68hQD8ZHlZ5uzyBJgKAb/+Zz+d34Ad2+cfr6i4g+Oqq67GC1/wuzPH733vE3D+BecByPL3wnhBEm8XhpnyBNMczYej77tix1Xihhggl2Se8ncZ6oUD0xFj8hTiFJMN+/EQNP3VUGpgIk2PkBWPaMSHnJDkAqsnm0gSVvJC0y+XvhIFNYGUixBCKjnnNScS4OBA8JB0CXJzNh2RzPCpvx48Gw+q4yEWnjhJ/tX/z9HZ7BksPE0yNuR+90roRJiB0sLrvciNTr38kdN2TKeCGFA008b78vUQaTRH5hb0ZikSyggr5yS839pPkRMhxiBM2INMvk7Pr7ln9U2EXsqUCK8k+q6DhP4FVTrLYka3FvYYeRS0mpNTFjWGCEdRyM9IkDwTkuRacqKaIqBCsGlWbjaDffLKEGIQcIwYgICQ5OchKTVPlC2vp39zXlzylzrFKS8xdq4Yg3fNHMz1ahp8qRNjEPc4rYHtqvV2KUoKR6rWVJ7JeQKb4J+UvUKJK8P7ptkRmvNMaU6txBwNfj38raUUK5NuDx9xti8GVfqmvjNCZyUlpgwRlO6I6GMOPykJIRo8Y14I09PYWCsfZzde2yB5rnlccFltiYdf6/0/+Ka3YHlxcdc3qLjZcckXvotLvjDfc+m0Bx2LZz7xQTPHLYebvVcp/xmSdSblRoqxUNSzh9lQ2jD6Zs4AS+VTKSV6DrRuRaLHiIHQS8XItm3gCFhaHoZ0WFhjCD0WmhbMDO+KimLTzVCv0uyBFEt6a0h6MovOpceFoZFwLpcn4AwhnnulXIujCD1zQdNL2ACepD2BVADSdyKJrMOwUhuRJKbmDtRL2JkIDcM1ySvjxE48rOwKEZCQ6+kYd99IRT+oSMri6WNjxIlZU87V5NwcOVeVcS59n8aH03XTXNA5SrWnVkJaHABykrNIREoCvDwT9+X6k99Xbq/ulAPCyM4frl8SQtur15Gub8WatusdtKLiNgjuV97rN183//hKYWYVFRW7ja997Rt44v/31MGxV7zid/GAk+831N8AUB9mxPNusgTzDifKZe6d9+bCkB0fNNoFSd034kMInJS+B+ILlL13MlkxHZYtqkQEzdn9hAASD6aIALCSWZp3MOU6TDl1rT2s6RZirvphfQBWzshkJgzXLpU3A0UxZJET4iiKA4h3lMKxhFSyfJqFzKE8HE9ZxhNpw4XX/YDYsvtLg2KSCciosYL8scbLdYKG50aVI70fyqbOiXd26PtcjIRy+8pIjuLFzJBLYjfUHFHMSGGKFkoIeW72VhhE229JyJkxQSPEpAvQvAySkxbTEALJ2hH7iE9+6gu45OP/MHPmnsQe9TzqQ4BnoLFEFzGCewJzAHtGZA/nocSJVGJzLg8MqzIUYgDBSaiDQ7bgxlzC2oT+hAG5UbgZThMNJfkyII6mzrSBD84EDWbHGDBshwx2mv/9oI0851rWF8Vv3fB7+44oh8gktndO2+YRKtOhJSsh9eZKJE/R6kT3cHYbzW2cbbuRMPl7XQxJziVdtMu349L5g2UoLdxDpdOe1bjJbHNgQMYmM6KGjYBz2vPdxbAVK4OnFyfO75mZ8b43/jG6FVjmflLL7N4W8Zkv/ge+8OVL5cMUU/Ggex+J5z3t4ao4h1TZDmAp+QkIIeNEHCjj1gHhU6w8vGwsLq0DHKerL9io3jmRm9egvI71HNEH2WSd89I+tWiNXINQ5NqRAgguESZW5t2Ok5IxpKFb0GoUpBupVWXhKQ88+RwRnRsIWyS7NzjG5NYNDXuSS7ImdcZsXDwyYTztjTh/jVSPm8jwjUPy/VaDBbp+cC4g99T6afJFHApr00iJ152D9x5wHpEZ3aRXoZNUuI1oeAlYGAMgxEmH2Mk5bevBoZc7GFHEGC52gGwaDupdOWyPeBSx3kv61xK/h5DL6zIjJ9MmAgcHEIM5TF1vtkMj8exxFmNJiAyEfjeMDhUVFRUVFfPxutf9kcotQ/zJ/7kQhx5y8PAgDQ1KDCUtlFURHSLrouawM6XZpe9LJwXjC+yzm6sjAkWdLQDiTRxjhPMNABJ5S3IGSMSIs/LwDSJHkBIQwtjojcFiECJGrkqhN0z3s7B4DG2TkOfnKCRUyo8UJP22pJdJT6ChWWX1tPJiMRFNRhgNKrRpMazUv/aHNOwref9Y82lgeEze5pBQQXufJgdKTk2AELVfuZAxyndnbWMtHsTJBmffpZ9RIe+VPZlEaal2bN5IUZNOkeZ3zBFA9hthHJxzUl3eql4zwzdNaoS179bGHiOPEFnL1pFkSUdJ6lmojeQTYZIs6oOknJCh5jQ/glUe5ugQXJBM9HpB4uw1AgsdsaznyiTkRFpaMcYwIHoK4dqImFkCUo6TsdOMctIkMgKJcATmCO3zMFjMViJmbC3IjVnxvNIDa6VzUmjaHEJpwHEV7ctePXrunCtME28y+XtQWfqR8rswEijrPfPi+3O4nTn72IIx/7lm+yCdz/K+8wJhbZTmUXGtWXBix60SgXMovOfm/UawvGMHPvznf7FT4m1x+46dX6TiNocQGWEyP0npl77xQ/zgD94Li4XP/C3j2LsdhN/8lQfLEseEhvJ4zGOSstWHAXKcQrY0Pkm+JwAuyqYFSmVDZ0DIXiwF0cTqFRL7HmhsM0QizY3QH3iGGpzcrw9B11gjsbU8LDk4RET0ADop3sYepUChWymUWRD35amGU1FxpKDwB2eVliRZI3a+9qZy3SqsSLivCDAeDuTKfkyrIVzbwBkpYuRUei8NEDsko8MUV5wqz2nFODgPCkqocZB37rySSFN3T4stgVatAsxVn/Px1CWBEWJE6AMQA1qXyWcLfLS9N4l6ugiawEYk1jvPXnM7FIKQJvyKYZZQmwZp/3g4sNOxjTzWKyoqKioqbgwmkw7ArHH191/9xkES7vF4hD/+k1fJB/UQAQBLFM1gMAWUOgQYEtrlGKKM6k+mrdR2tNjOLFp8Gm76gHmhw/QvB2oIMZhsIdV+zYiTKsgOjP8iCxAD7CKGeV/sWalowBQdZkSF6X+OtPBKKM7ViznKcodWBk7KUCxIrWnig12WI/ONp84p5OSCZEp/ivbmqsaqGDrT9QtZZEpnTfc1/c/kkKje4XZztpYVKXQ45GYl8k6SZkf1BI9wiNDE5yzRPZIegDTySuV2Jk24nQ21DKDv+yyPFvmvbk3suYTZYqpEJAJ6tY42pMyph+WoCCHCORmakRmOpURhjOKFZOykJdhmx6mMsCR3FaXDoczeroOnZI9X6vs0uBItNPwaBRmk1xkoLMXgNpoqkyVq8Z62hM9janeCWWqn+M4YzPKaRoDscsCtnICRKCuW5UMOKhYgZ56fbp8pOYMWcFF5h62MN6V2zOoPKyghxWKSTx2yWZmtHRJ7AApXQV3kuQydGP6mvH76TXlv21is4hUBSzsW8W8f++Tctvddh6t/cedOWn1nw/Ydy/jhjuW5323dvoy+D0lw8ICONcZB+27AmaedmMaybXKyp8sYDZZQGVFJANiuNgyNLMFIDs823ktvJwmbi4P1w0LuAM4x3gojctVIJoFqxb2NgCByKZZ7FpT/qBeMhPRNhcg50vh2L95Yuk4Nl4KV1g0LSZ2d46WFqXy6MvcB2cOm6zkRJsvbsZ1DADWZcLd9KIpTOut55Kz8HIE0vMzkWedIvJLYsl7GJGDkLlNBzcrYlmt2yq+e1zkgpvwG089vFUOM1CEApG7gpBZBO1cSVxrBKeHnMYScr40I3rmBJZjMuyn1sexVK47TioqKioqKm4Cf/vTng8/ee/z//uRt8qHYTvfaawOe9rRfBUA5t00plxiBVG749hVnY8i8sLVZTJfmkP2RnCsPAKCczlDbKzSJEBDJ+J8upqSMM1IFIhcmuYUKZXhKDkjtZSVixMAFr0QHhn0yeAIjkABYShroNebwQjOE0VxNNQtkSefKf+QLSvmpGOZNkDT5UnkfkFz5kKR2KXPIZgKxfH/21uWzSw9hpBPAU95NUP03Fr/Pnm1cXDMVvbE7TFML6eXfuthj5NHS9ddj++a1WLVxL3nBZbwkS0tkMnD6I2Wqs1USHDWsgxN5ZD0rLnylu6B6A5mQjjJX0ryBPvwovygpBJ1GBWM5j1YY2sbzFdLftvbcoLc/Ndum1yvKf+dE4/OUm5X9ndKUmJ3b+aY3ge0sw0OGoSLW3qwQly1K7ZvugpmmFB5kjGLy2XDKhJQshPntJGWF8/kpUYydNcV6yeIl19xyzWZcoUmpcw4WSmTZ4vYd+M6/fnluv1RUlLj62m345D99Z+53B++/FzasWyVkSbFRSfU3QuMcTvmlI8HFZja0Qq0Ms14lrkNRuhkn0sc+22+c/XJY3SxvfNOeJLLh2rUGiaMVJo6k/xe55PImKt8SxFsnOtuENdGlnV/Mby7uuavVLHlUFiRSZIaL2ubpPTwtFMUimoQigsUWSsgdkoDjYkTkYAt4aisAOE9q4XRwjRfyKDqTdMBBw/+y1Ar0UXb2GZdQnv2M3GdDcj+7hTvvQAHSd0r42DvNQjIpORX1FlTka0MinECQwhkh5/lKXRVZq8fNrvcVFRUVFRU3N0IIuOQjn545vnHjBhx88IHI+hThyCPvhrve9a7p2EBfIgZr6fkpU5SQEDuFZDwq4QaylN4MGBJK0IgatnNV3jNmyTRSEvlCPJcjUoicCXys1yBK+3KWwqiQ1VCQQmWzjFBKFy1OMNmy0NdLfqs0cJm8uCv5TGWZQY4itjxEFgUCEMm1kr5mv5uqYG33Z02nwKzGUXblt4UsmI4khxDRB2MyzOVUj5z6LIfeKSGXelo9u1LHsJ4xpewD+N6lP8DPfn7Fznpnj2CPkUdbL78CIQT4NWvgvU+5FZgZ3IiVk73X0oYynFJlMx3UkgRWlAFP2TpO+mfo0i8TltX0TnDFBLYXRvkT5/c2b55zcZ4hzU/KFIh33qbvADIB0692gSGBMk+QLhW80tsoW+VzYN7MLWeYF3XBS55bWEHpnEeXlceGywEX/14JOUQEyAxyJpMGd+J5zZ+nqJZtK/RoAOCcsHcQvoZMKRJpzSpVeLZv2YpuKXuKpOmvitGPvvMf+Monb93kZRV3fPz8yuvwv97xmRW/H48aHHHo3jqPwmDhIAIOOXDtinMxTJM3RHBWcXDeekblKpWJfBM05Lh+O0USANCSsJghwlcCMxDBoBilKEFizJGWAAIyoZOSQJVChtzIa0WOnBevWDNV6kjlWXW/KR8gb/6UDFyDh0lmxuIHZhG02xUeqORIE1Lrl5EBSB6jxjnAe7Am8CTnhDxSzy8rc59c3O231OSE2da/Vg5wqlmJiHOZrktWt9TVQsgNuC29nPMO4nqeX6bl8mIg58IiQt916ENIFUWML2MGODC89/jFlZuxY3G2RHpFRUVFRcWewLXXXo83vvFPB8ce/99Px+mnP6bQHcTTZd9998XCmjHYhSmZwlDqRjQr89DwnHRmaTSb1j2L42YQT542Sd+xM2Pxu5zrKNm6TH5glS1YCCYin+UOcrrvW4GLohW2mU/rbIAYv0odrHgGkdm8Pod5KFFxPcwawab6aOjNNKszJvmT1WAVS2lU5ZXkZMJZ3oNp0cYX5KYN8g5R9vK2BNopy8qUKGj3mOqBJLx6L4a5EJQfSRI4qRwL/MNn/xn//t3vrdAfew57LucRVAGImmgLHjE4RAoIOuBTqk0d/WmIq4QZmcRjDkhJtIQhJHXDy6wdVOhPYRuWZbYgDBIJUCogO2M6dEyZ4z3pD1IIxpBOTZhlj3dyk8LzZjd0qnx9U9gKgkWH86AFK92dwRoaaHl+NF14uh6lpL4Wc5kN2ZzumRdVXnm+Dx63nMSZHDQmuySCVEeaQyJxWiQGT1R8dOrOyEUnEXJ7zVXR3nFMiy3hXz50CX747fneIBUVtxUsT3o883/+37nfNd7hb//02QPCtMTYCBVjE4zccB6edGVOPyUMLU0ZkYt1G7ngQLlOABLmLYkj426tdOU6wTGCPOB8o14wEqoXYxSCSUPc7L7TCRVlD3Ip/x1s3VLyxRHNkGkA0ron4XOQfHqanDHdbMbbR61ukZTPKvo/cVZOEiISaW6A4gQCmla3adKqKXEEdAHgBkAQQc8qooDBfQT5osJKGZZmfRFtzZ6/G4AA12iOqzDtfi2CU/ovRuTKf7krkqs3R6llwerKbVU/Sbonsu09Uqnkf174N/jZ5dfMaVdFRUVFRcWtg4s/+BFc/MGPzBz/nxf8Lu7/wF+SylnqMTQej4Ze3CsQHMC0jqiVTwkYevlwIoPKSzE46TeliEYgRMR0fG5GSJa7iSRUmsEo80NESW6Q32SFOetTjAFjkjgrk0P0OCPJD7B7Jn2uKERiraDsET8PRCj6pNBuMy+WZb/SkJh+USTyZgBa+RhMIFbZbkpEyq/E5L5Cf5xtoY4HlyrxGuS9DH/jvAOjAdAbrQUOIm8zpovh3LrYw+RRlFLQ7CUUTckCglQYthfdMIOdl1zXrEIlpMxxhBIZjCQcE4lFunR5F/4hwiaG/LNMVVbGkpaNFKLBDcuYySBbcdKXk3I2GTZNXT9Ntp0yVUb7rKxYDau0yXWtgtEguZueQOUCk/5nE0osxCHMH6AWnmD3nad0DNjYXaI8T5e2KXdITgpJVL2MBr8tFdIYxRstX1YY6ZL8sspOaWkqFoaPvP2d+On3Lt3NtldU3L7Qh4jH//afzv3OOcKHL3o+mCO89ykPjZEqVoI1rWt2vJHKG4AaBphBkRF16UzJveetCcw5cWTi/I2kcoM1lJnBmpjZOQL7+WuM8z6Rz1IhhMQrpljrZQ+S0qjJ1duIFyLASblcH4cV7hLBBOVoyGOq1GUmjlgEKdZS9I5G+pvCSoGiW4jVS4hlTzMiywS38vpW4sURKAJtuwZmKAl9APooFeG6CHh9Lp5eVzntA0YQGYTckXXcNV6PSYUSaQLBqflkkFicxdVbusrK19r9lCJUYiz0ESFGlHuQJQUPcV6p2oqKioqKitsmfv8PLpw59pFP/B3G49HsydOq04zhW4tDYajjmIdRaW43fTMWek8pMjhIPmDLWQRAEjbbfyy5CynJM6zyVwQhyzhi5wta3bakDUznI6RcjKkpcUB2TRc9YkCrrfeYky5cBQeX5Jtk9KccCj+Qz5D70WgkM/aJPCv6r3lrD/5Levk8qDxq6nKR74kciZd1b5XRhs/YtA2ISPiNoEa34l7pHa4o9EiaAKt1szsOGXsKe5Y8ioygJZkdOzgK6pZHYApojLdghvMMQELAPEsirDwRAI4BJmYmj5cQ1L2O0sSLiEXybOWbGFKhiCTvhuMIy5k6XXa+DAPLulMxofRISVJkBniasiws1Ct20pSgP/XTfKl8INpDKQnE0/pG0U9Rk5YTGXGnzCixWuRXJrRKImoey5oZXYFb4VpmoJ9zBwAWw1uebyF5dnw2R0q65kxHyV/vfsP/wvJOQiEmSzVMouLOiRgZv/qit+QdtwQDb/2Dp2LsfLKUmJ0KAMhLHh7vXCKnJT82qwsuIUZZgSMwtb5xFoW4uLmGlmqw8eyaxIU1SVoxaLckmiThhEoiBkJIO13303rGgLhME8iqc65g5ZH4di9kT9msKY6s9HgSg1piyNLfUlUj5DKs0vj8t5J2Kf8aA+gJ6HvZyFy5JxVp2hwBHMUiAy5IGgllbM0sQQSvCaw5RoQQtUKIWNFc4SUkRgUh7wCAnEvPpzVUYesyIw76wowaAMO7lUWO4TutqKioqKi4feLJT3z64PPhRxyGP/zfr5s9cY4uxOAil2FGnBIyWPMAO7LcRly4L5DqwqpLT8lecr4U15B0PcG+ArPJSGrwUlkgMmNIEalBa1BDzmScbCwT4siJvMdTOYfJ0ssM936ya8eCaGGA4FM4n9w5irEOEX0f4Oy2Shw5suAzmt/X0yKH6cVsvWj9MMwFxRAiLnld2+/SdRndpANcA8lDGhNxReBsLC3Iw9BLPsg+ioFtum079TfZw9jDnkcSywcte+icA6lQOnivGiNJ+if6bJgVg6YMdkIUQiESok4CF0XxCERwrOFkHlJi2eIRwaDAktPDOTBlOdy8Z4xYGrjCgZQQsUE1T9saahH59N0ZtTvru50MHB7m+clhAQVBBFImWM8t86XxVHtXQJnLZK6QT3P547nX5MHawVPHrA/Noi33a5ocGpE9GnI424ff9lfo+/nl0bdce12yfFdUVAyxZdvK5Okr/8+HQJTnXhIRGHjFcx6LNQtaGh4yEWOMaBqfBY/idzxYBzsAWoK0qFqSk1kPBYx5LsTpwkTJoEBkJJDev2DgU/lW2HpjgsnQtTkR8vO8LMu2lGtWaT4q1uQY46CqpElBQXMLQNcsIsktMO3QlO4JaNiaeQ5xYtRZS+FS60Uo0eYPKp6YQYQjWkdgcohK5jAiYuzRB0ZU8s/FPhkUgpJrYC/7RcxhvklooqHHUV741bARWTYIR1IERjf9kgOsqKioqKi4vWPLlq2Dz9/7z8tw3gt+d+a8E086Hk/9jSfPHC9Ma4OtNH+v5AprPkiVR0wsMeNZSlFk2zWJAii6Vc4NmXIDRdFtxVtar0eiS5OFwk83ZiAMZWMXw4HRI8k+9kuTDR1y8asBVMYSQSHp7XJZl57FvLvlvCiZBCiTO0BZvdV0+/TIMy1HIoqGKW5MzxxE1wz0VQJxqZ9an4YkIwH6PjTEzfRua2kMAUENdYELoopIDHIm/t5G5KQ9Tx7FCAoiMUbnxAsGAY5IPWIAch4hhiSjG4gAz04EbgIiEyIHRBfhWBN7kdP+JjA8HKlbmrNcRaaWRDHe6mAp8x4xAOfs1Q2HlgjI1i4qrjiLpDuRhEfcZKuqCeozukxmd3O2eAjDSSVzOj24MdCt5FpuJwRSsWjMOWclT6OdjnYOssAU7lJlPiWbsN3yEr78uc8PWCeemsQ///4PUnWfioqKmwff/f7KlR3+5kP/ipG65uY1kZUsAR71oHvgoP32QpZc5HciFsR8HPk4YASSXEPWdRJipUjgKKHFJdOS15AYYyZ+kiUJMEIaxX24FAz0OyFNis1aLVhzPY4gZAqUIEp7jHnmaI6l9KB6USPXovokk2PNdWCWktSdeg8A6hrNHMU4wpTbTgDN8fpJTFIp7DhKrkoMIMSIPoi1y/aPyCKgcmAwnIYzenGpV5Io2TkL7syO5X3J+qJsk/277MrbiFRUUVFRUVFxM2JpaQnf+ua/zxy/7rrrsbw8GRx7zOmn4eBDDswH5rFHgMoHpfHdGCSjJFS2QQ5HLz19UoU1lYuEhzFHA6mKXohOybs8kSiFPDdNKuVKYfO8BzBFTE2fk9OMpB8ooRKT545G0mguXu/zvVZSRXNB7oIESl08EPiSMSzLLvPz+A44itQhXLyPnSFRRJB0POpNlo5Cu1na9PFPfRZXXnnVLq65Z7DHyaMYguTvZIdAvcreZo9msWw2lEIfxEOJ4dnLm2eRUhPhwzlJq4S3iaXU3OvhnDB8LMItOVdYteV6XIShpeFvQacFZDBDBzSlwb9zX7I8ELUTdq+zTMEYuOiUQ3FIaJlyENXCaz+z6kOmmMCs+gztv+kJlG6+k6bRigzo9CKw68cVq/m2Ldtw1c9+lq5vSp4tUss7FvH1z35uVxerqKjYg/jwP35rp9+P2gZHHrpvImZsW3Qg3O3wvbBxw3jqF5T/VqHCe/ViIq95jSQsjZJ/sp1OSmCoizWJF09ar0xAQuEObta2JICVwkreYwjQKm8uf2/rujEtiOk5Zwgq2+MKQck5qV4SLEljZLHIsbpq56QHul2JJUuqmAUgej1FqpWCARdQhLkZaVSSVvoPrZ6imwZiHxD7kKxiDCTrYM9ByboG7CSZeOQIuZWDc15vY67nFhZNqT+SgGvrekGOJQFtWjCuqKioqKi4A+OnP/kZfvqTnw2OLSyMcORRdy22bPnXfe57AsbjMWSP5RyBUcgtWgcWkZ0UIjOZRCucCwFkRnZX/M4uVcpCkhvStmvvGuT8hkZxWEn5aRR5lYyAKXXYwp6VdOsEk+uokB3MSBbTI0cOmuc3P7eda3JfIYmlQkjI3YVMuJmRMXMCAESfniObMLPIUaypFfTfDOUaBn2TnjTfL33mLL/aH569IzPj8//0r7ju+i1z+nrPYw/nPIoIy8sgjAHH6JQ1bJpG/o4esWn1ZYmrf2w8vG8Qgof3BOcinNPkqFZ6jQgUuciHxIhRlIvoLIN5SCpDingimyDTLKQO3AjkZEj6DCr8whSVXRGLNEuo7Or8rDhhNpFWacFNhywcjZOcnizC+m9EAvuCIZ4/11ckivMJ1s5Ztnh+zop8TjdZxtL2HTNXjUz4yX9cin+++OKVblxRUXE7xDs/9KUVv3vukx+Ie9/jEOU48jpBRNiwdg1WLWj+Ou+UKPJK4Mz6qLDmFSKTo8wlmKw6mlh1kgtzNuoMhSUuFkAVJswDVp178g/FXCSfvQP6bliZjMRSJ/tXrx5F6SHVs0ny+oUuZA8dyz0nm1ledo2gQi97JBFCsIqjQXJjx6bI21QKldrW9GjZMBEjwzFALH8PBDoA3kvCSAvtDszoeqnwNvYjNN4j9D0iS2icc414hTEjxoCguZeISIxHzABLtVQxEkV5Hhdw1dU7VizaUFFRUVFRcUfHX//Ve+Ye/5M3vR777bcPCs8F7Lvv3uBY7pmcCAsTU8ooDtGFDSEZf5IjhCqdkWPyeElqsgNMURyqiqZ/xiTbyOHCeDSlW4rsVda0L/6VbIiZPLLrJG2dJb1AVMOcZzW+6XdEOXQthbyxRON4IkTWCmhDPx9AU9xEzVEUVabLxWPkiqX+S04MfrnnY+YOygdPfID+KYyDpTdUJsqUgOKA0N+2jGt7lDwKW7dix/IyVh1xVyzFHm3bouUGEmrVILN/KoB7yV1ECLD4zKYRGdozg9iDvCoMzkl5ZWcVxQjwDAcPIkaEV1Yy6oBEiv10Lg5eFIjhYDkq7DxjGgFmkjLTBICHlYEEs6FTZb6gfBA2SmY7q3CVm3+8OIRMHkl0GiEn+0Iat8wRjtpkME9UUgovkInoBrN3cOvBXafPiXPa5l0+5/vf+Bb+8f1/P/usFRUVdzr86bv/ZcXvzn3qw3DaA49J5BFQWGZWIr8VlvOIiOCdA7yWXI0BxMMkhAPiyCxMRKlyG5GDcyY0+CIrNWRBDJpLKALwjebmM/JIzw3QpNhlo0WY4shCLnW6x0VGpAgPEegkARGy8AWAyIuLke5jSWiLhOj0t3GKgFHSDRbpF5G8e+PUou21nVb+12vyA08uCWE9EZIPr+Y/sr70YMTYY2l5CcxA48VqsbzcAeQRgxBP4OxK77xD07R4xov+CH1fyaOKioqKiooSL3jOSwef161bi7//yLuRPKLZiB0GoLkUCzU/qZuFcc2MVUSaJ5LClGOAXrPwXjLyhpHFnGldVXIyirBBRJos2vRgywc0x9kgOR25VOU180c85zf57uaxY9RZcmgqCKgpcUrvmv9jIsmBDZL0kTHIE7N4F0lqFw3j5yKFOVl/ijwWY0TUysXEOcfRlDtUkuFK3T47kjEiAmIw4u+2A+Ja3qSioqKioqKioqKioqKioqKiYgXMq+tSUVFRUVFRUVFRUVFRUVFRUVEBoJJHFRUVFRUVFRUVFRUVFRUVFRU7QSWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPKioqKioqKioqKioqKioqKipWRCWPbiIOP/xwPP3pT0+ff/SjH4GI8Fd/9Ve3WptuLN797nfjf//v/32DftN1HY455hhceOGFAAAi2q0///iP/3jzP8ANwKmnnjpoz8LCAo477jj8/u//PiaTydzfXHnllfi93/s9nHjiiVi/fj1GoxEOOeQQnHnmmfjQhz6EEEI69x//8R9nnnnjxo24//3vj3e84x2D63ZdhyOPPPIG933FnQOvfOUrQUS4+uqrb5X7ExFe+cpX3ir3BoDvf//7GI/H+OIXvzh3Xq3059bGdHvWr1+PBz7wgXjPe96z4m+++c1v4pxzzsGRRx6JVatWYdWqVTjqqKPwrGc9C1/5ylcG59q4sD/OORx44IF4zGMeg3/+538enPu9730Po9EIX/va126RZ62ouCGoclOVm6rcVHFLospNVW6qctMth+bWbsAdDQceeCC++MUv4sgjj7y1m3KD8e53vxvf/va38cIXvnC3f/Nnf/ZnuPbaa/G85z0PAPDFL35x8P1rXvMafPazn8VnPvOZwfHjjjvuJrf3puKud70r3vWudwEArrrqKrztbW/Dy172MvzkJz/Bn//5nw/O/dKXvoTHPe5xYGb89m//Nh7wgAdg7dq1+MlPfoIPf/jDOPPMM/GWt7wF55xzzuB3r33ta/HQhz4UAHD11Vfjr//6r/H0pz8dW7ZsSX3Wti1e/vKX49xzz8Wv//qvY++9994DT19RsXv44he/iEMOOeRWu/+LX/xinHbaaTj55JOxZcuWmTXmCU94Ao488kj84R/+4a3UwpVx1lln4bzzzgMz44c//CFe+9rX4slPfjKYGU9+8pMH577lLW/Bc5/7XNz97nfHC17wAtzjHvcAEeG73/0u3vOe9+B+97sfLrvsspm95eMf/zg2bNiAGCN+8pOf4A1veANOPfVU/Ou//ivufe97AwCOPvpo/Nqv/RrOPfdcfO5zn9tjz19RsTuoclOVm0pUuani9o4qN914VLnpdgCuuEk47LDD+GlPe9qt3YybBY997GP5sMMO2+3zu67jgw8+mH/3d393xXOe9rSn8Zo1a3Z5re3bt+/2fW8OnHLKKXyPe9xjcKzrOj7qqKN4NBrx4uJiOn7ttdfy/vvvz0cccQT/4he/mHu9b3zjG/yZz3wmff7sZz/LAPj973//4LwQAh9++OF88sknD44vLy/zpk2b+A/+4A9u6qNV3MHwile8ggHwVVdddWs3ZY/jO9/5DgPgj3/84yuec9hhh/FjH/vYnV4nxsg7duy4uZu3UwDg5zznOYNjP/rRjxgAP+QhDxkc/6d/+id2zvEZZ5zBy8vLc6/3vve9j3/+85+nzyuNi+9///sMgM8///zB8a985SsMgP/5n//5pjxWRcVNRpWbqtzEXOWmilsOVW6qchNzlZtuKdwhw9bMLe2b3/wmnvjEJ2LDhg3YtGkTXvSiF6Hve/znf/4nHvWoR2HdunU4/PDD8YY3vGHw+6WlJZx33nk48cQT029PPvlkfPCDH9zlvVdyv/7gBz+I448/HuPxGHe9613xJ3/yJ6mdJYgIz33uc/HOd74Txx57LFavXo0TTjgBH/nIRwbnXXbZZfiN3/gNHHXUUVi9ejUOPvhgnHHGGfjWt741OM/cFd/znvfgggsuwEEHHYT169fjEY94BP7zP/8znXfqqafikksuwY9//OPddmH80Ic+hJ///Of49V//9V32S4lTTz0V97znPfH5z38eD3zgA7F69Wo84xnPSM8/z9Vz2s0dAK644go861nPwiGHHILRaIQjjjgCr3rVq9D3/Q1qj6FpGpx44omYTCa47rrr0vG3vvWtuPLKK/GGN7wBBx544NzfHn/88clStjM457B27Vq0bTs4PhqN8Cu/8iv48z//czDzjWp/xR0bP/3pT3HmmWdi/fr12LBhA57ylKfgqquumjnvve99L04++WSsWbMGa9euxSMf+Uj8v//3/wbnPP3pT8fatWtx2WWX4TGPeQzWrl2LQw89FOeddx6Wl5cH586bk//0T/+Ek08+GQsLCzj44IPxspe9DG9729tARPjRj36Uzjv88MNx+umn4+Mf/zjufe97Y9WqVTjmmGPwF3/xF7v1zG9+85txwAEH4LTTTtu9Tira/NznPhcXXXQRjj32WIzHY7zjHe9I6+F0+MdK6/ZXvvIVPO5xj8OmTZuwsLCAk046Ce973/tuUFtKHHbYYdh3331x5ZVXDo6/9rWvhfceb3nLWzAajeb+9olPfCIOOuigXd5jw4YNADCzxtznPvfBsccei4suuuhGtr7ijowqN2VUuWn3UeWmitsyqty0+6hyU5Wbdhd3SPLIcPbZZ+OEE07A3/3d3+E3f/M38cd//Mc499xz8fjHPx6Pfexj8fd///d42MMehpe+9KX4wAc+kH63vLyMzZs348UvfjEuvvhivOc978Ev//Iv48wzz8Rf//Vf3+B2fPzjH8eZZ56JvffeG+9973vxhje8Ae95z3tmYrgNl1xyCf70T/8Ur371q/F3f/d32LRpE57whCfgBz/4QTrnF7/4Bfbee29ceOGF+PjHP443velNaJoG97///QfCjeH3fu/38OMf/xhve9vb8Od//ue49NJLccYZZ6R48z/7sz/Dgx70IBxwwAH44he/mP7sDJdccgn222+/G+VKffnll+MpT3kKnvzkJ+OjH/0onv3sZ9+g319xxRX4pV/6JXziE5/Ay1/+cnzsYx/DOeecg9e97nX4zd/8zRvcHsMPf/hD7LXXXth3333TsU996lPw3uMxj3nMDb5ejBF936Pve1x55ZW48MIL8e1vfxtPecpTZs499dRT8eMf/xjf/va3b3T7K+64eMITnoC73e1u+Nu//Vu88pWvxMUXX4xHPvKR6LounfPa174Wv/qrv4rjjjsO73vf+/DOd74TW7duxYMf/GB85zvfGVyv6zo87nGPw8Mf/nB88IMfxDOe8Qz88R//MV7/+tfvtB3f/OY3cdppp2HHjh14xzvegYsuughf+9rX8Ad/8Adzz//GN76B8847D+eee25SBs855xx8/vOf3+UzX3LJJXjIQx4C5274VnXxxRfjzW9+M17+8pfjE5/4BB784AffoN9/9rOfxYMe9CBcd911uOiii/DBD34QJ554In7lV37lRudmuf7667F582YcffTR6VgIAZ/97Gdx3/ved0Ula2cIIaDve0wmE1x22WV4znOeg/F4jLPOOmvm3FNPPRUf+9jHqqJVsSKq3JRR5abdQ5WbKm6rqHLTDUOVm6rctFu4dR2fbhmYW9of/dEfDY6feOKJDIA/8IEPpGNd1/G+++7LZ5555orX6/ueu67jc845h0866aTBd9Pu1z/84Q8ZAP/lX/5lOna/+92PDz300IFb3datW3nvvffm6VcAgPfff3/esmVLOnbFFVewc45f97rX7bSNk8mEjzrqKD733HPTcXMDfsxjHjM4/33vex8D4C9+8Yvp2A11vz722GP5UY961E7Pmed+fcoppzAA/od/+IeZ8wHwK17xipnj0/38rGc9i9euXcs//vGPB+f94R/+IQPgf//3f99pu8z9uus67rqOL7/8cn75y1/OAPiiiy4anHvMMcfwAQccMHONEEL6fdd1HEJI31m/T/9xzvEFF1wwt02XXnopA+A3v/nNO217xZ0Ltp6V85qZ+V3vehcD4L/5m79hZuaf/OQn3DQNP+95zxuct3XrVj7ggAP47LPPTsee9rSnMQB+3/veNzj3MY95DN/97ncfHJuek0984hN5zZo1A7ffEAIfd9xxDIB/+MMfpuOHHXYYLywsDObp4uIib9q0iZ/1rGft9LmvvPJKBsAXXnjhTs+b534NgDds2MCbN28eHLd5+dnPfnZwfN66fcwxx/BJJ53EXdcNzj399NP5wAMPHMz3eQDAz372s7nrOp5MJvy9732PH/e4x/G6dev4K1/5SjrviiuuYAD8pCc9aeYatvfYnxhj+s7GxfSf9evXD/a4Em9961sZAH/3u9/dadsr7nyoclOVm6rcVHFHQZWbqtxU5aZbDndoz6PTTz998PnYY48FEeHRj350OtY0De52t7vhxz/+8eDc97///XjQgx6EtWvXomkatG2Lt7/97fjud797g9qwfft2fOUrX8HjH//4gVvd2rVrccYZZ8z9zUMf+lCsW7cufd5///2x3377DdrY9z1e+9rX4rjjjsNoNELTNBiNRrj00kvntvFxj3vc4PPxxx8PADPPfUPwi1/8Avvtt9+N+u3GjRvxsIc97Ebf+yMf+Qge+tCH4qCDDkoWqr7v07vdneRm//7v/462bdG2LQ488EC8+tWvxvnnn49nPetZu9WGF73oRen3bdvO9DEAvP71r8eXv/xlfPnLX8anPvUp/M7v/A4uvPBCvOQlL5k51/ry5z//+W7dv+LOhV/7tV8bfD777LPRNA0++9nPAgA+8YlPoO97PPWpTx3MiYWFBZxyyikzLsdENLMGHX/88btcEz73uc/hYQ97GPbZZ590zDmHs88+e+75J554Iu5yl7ukzwsLCzj66KN3eZ9f/OIXAHCj15iHPexh2Lhx44367WWXXYb/+I//SH1e9udjHvMYXH755XM9FabxZ3/2Z2jbFqPRCEcffTQ+9rGP4T3veQ/uc5/77FY77nOf+wzWmD/6oz+aOefTn/40vvzlL+Pf/u3f8JGPfASPeMQj8KQnPQl///d/P3NuXWMqdoUqN2VUuWkWVW6quD2hyk03DFVuqnLT7uAOXW1t06ZNg8+j0QirV6/GwsLCzPEtW7akzx/4wAdw9tln44lPfCJe8pKX4IADDkDTNHjzm9+82zGnhmuvvRbMjP3333/mu3nHAMytGjEej7G4uJg+v+hFL8Kb3vQmvPSlL8Upp5yCjRs3wjmHZz7zmYPzVrrmeDwGgLnn7i4WFxdn+nJ3cWPcDEtceeWV+PCHPzwTn2rYnfKcRx55JP7v//2/YGb8+Mc/xu///u/jda97HY4//ng86UlPSufd5S53waWXXoodO3Zg9erV6fh5552X3KjnCUCAVCa5733vmz4/4hGPwLXXXos/+qM/wjnnnINjjjkmfWd9eVPeScUdFwcccMDgc9M02HvvvXHNNdcAQIoHv9/97jf399MuzPPWwvF4jKWlpZ2245prrrnZ17N5sO9vjTXG+vLFL34xXvziF889Z3fWmLPPPhsveclL0HUdvvWtb+H888/Hk570JHzta1/DUUcdBQDYZ599sGrVqrlC4bvf/W7s2LEDl19++YprzAknnDAQSB/96EfjXve6F57znOfgCU94wuDcusZU7ApVblr5mlVuqnJTxe0LVW66YahyU5Wbdgd3aPLoxuJv/uZvcMQRR+C9733vIPnhdEK03cHGjRtBRDOJvgCJP78pbXzqU5+K1772tYPjV199Nfbaa68bfd0bgn322QebN2++Ub9dKankeDye28+20Jf3Pv7441eMF96dBGkLCwtJQLnf/e6Hhz70objHPe6BF77whTj99NOxdu1aAMBpp52GT37yk/joRz86iIc99NBDceihhwLAisna5uH4448HM+Ob3/zmQAiyviwXtIoKwxVXXIGDDz44fe77Htdcc00SMmzc/O3f/i0OO+ywW6wde++9982+ns2DPc/NucaYEDC9xkwLNHbv888/H2eeeebc69/97nffZRv23XfftMacfPLJOPbYY3HKKafg3HPPTcl8vfd42MMehk9+8pO4/PLLB8Kb5UUpk2nuCs453OMe98D73/9+/Nd//dfAAlnXmIpbClVu2j1UuanKTRV7DlVuumGoclOVm3YHd+iwtRsLIsJoNBpMoiuuuGK3qoZMY82aNbjvfe+Liy++GJPJJB3ftm3bTCWQG9pGs4IZLrnkkpvkVrc7rHaJY445Bt///vdv9P3m4fDDD8c3v/nNwbHPfOYz2LZt2+DY6aefjm9/+9s48sgjcd/73nfmz+4IQdOwRJpXXnkl/s//+T/p+DOf+Uzsv//++J3f+R1cfvnlN+7BCnz9618HMOtWaok9b0wizYo7Pt71rncNPr/vfe9D3/c49dRTAQCPfOQj0TQNvv/978+dE6Ul96bglFNOwWc+85mB4BBjxPvf//6b5fqGww47DKtWrbpZ15jDDz8cAGbWmA996EODz3e/+91x1FFH4Rvf+MaKfVmGyOwuHvzgB+OpT30qLrnkkkFi3fPPPx8hBPyP//E/Bok8bwxCCPjWt76F8XiM9evXD777wQ9+AOfcbglwFRU3BFVu2j1UuenGocpNFTcGVW666ahyU5WbplE9j+bg9NNPxwc+8AE8+9nPxllnnYWf/vSneM1rXoMDDzwQl1566Q2+3qtf/Wo89rGPxSMf+Ui84AUvQAgBb3zjG7F27dobzQ6ffvrp+Ku/+iscc8wxOP744/HVr34Vb3zjG3HIIYfcqOsBwL3udS984AMfwJvf/Gbc5z73gXNupwvnqaeeile/+tUzbsk3Bb/+67+Ol73sZXj5y1+OU045Bd/5znfwp3/6p6mMouHVr341PvWpT+GBD3wgnv/85+Pud787lpaW8KMf/Qgf/ehHcdFFF92ovnjqU5+K//W//hf+8A//EM95znOwfv167LXXXrj44otxxhln4IQTTsBv//Zv4wEPeADWrl2La665Bp///OdxxRVX4IEPfODM9S699FJ86UtfAiAVAz796U/j7W9/O+573/vOVDH40pe+BO89HvKQh9zgdlfc8fGBD3wATdPgtNNOw7//+7/jZS97GU444YQUM3/44Yfj1a9+NS644AL84Ac/wKMe9Shs3LgRV155Jf7t3/4Na9aswate9aqb3I4LLrgAH/7wh/Hwhz8cF1xwAVatWoWLLroI27dvBzDr5n1jMRqNcPLJJ6f5c3PggAMOwCMe8Qi87nWvw8aNG3HYYYfhH/7hHwZVowxvectb8OhHPxqPfOQj8fSnPx0HH3wwNm/ejO9+97v42te+dqOFvte85jV473vfi5e97GX49Kc/DQB40IMehDe96U143vOeh3vf+974rd/6LdzjHveAcw6XX345/u7v/g4AZoQaAPjqV7+a1scrr7wSf/EXf4H/+I//wLnnnjvjuv6lL30JJ5544o3OaVBRsRKq3FTlpio3VdzWUOWmm44qN1W5aQa3ZrbuWwqWTb3Mas88v4IFc64gUeLCCy/kww8/nMfjMR977LH81re+NV23xO5UDWFm/vu//3u+173uxaPRiO9yl7vwhRdeyM9//vN548aNg/MA8HOe85yZNk7f59prr+VzzjmH99tvP169ejX/8i//Mn/hC1/gU045hU855ZR0nmXJf//73z+43rx2bt68mc866yzea6+9mIhmnnUal112GRPRTOWBEitVDZnub8Py8jL/zu/8Dh966KG8atUqPuWUU/jrX//6zPMzM1911VX8/Oc/n4844ghu25Y3bdrE97nPffiCCy7gbdu27bTtO2vDJZdcwgD4Va961eD4FVdcweeffz4ff/zxvGbNGm7blg866CA+44wz+K//+q8H1QXmVQ1Zs2YNH3fccfyKV7yCr7/++pn7PvjBD+Yzzjhjp+2uuPPB1p2vfvWrfMYZZ/DatWt53bp1/Ku/+qt85ZVXzpx/8cUX80Mf+lBev349j8djPuyww/iss87iT3/60+mcldbCeWsc5lTy+cIXvsD3v//9eTwe8wEHHMAveclL+PWvfz0D4Ouuuy6dN6+iBzPPrFMr4e1vfzt77/kXv/jFiuesVDVk3jrKzHz55ZfzWWedxZs2beINGzbwU57yFP7KV74yd93+xje+wWeffTbvt99+3LYtH3DAAfywhz1sprLQPOysDS95yUsYAH/uc58bHP/617/Ov/Ebv8FHHHEEj8djXlhY4Lvd7W781Kc+dabK0ryqIZs2beL73//+/Bd/8RczVU22bt3Kq1evnqmmVVHBXOWmKjdVuanijoMqN1W5qcpNtxyImfnmp6QqdoWu63DiiSfi4IMPxic/+clbuzk3GmeccQb6vsfHPvaxW7spt2t8//vfx1FHHYVPfOITOO20027t5lRU3GD8t//23/CjH/0I3/ve9262ay4tLeEud7kLzjvvPLz0pS+92a57Z8Tb3/52vOAFL8BPf/rTakGruF2iyk0VJarcVHF7R5WbbtuoctN8VPJoD+Gcc87BaaedhgMPPBBXXHEFLrroInzuc5/DJz/5STziEY+4tZt3o/Htb38bJ510Ev7lX/5lxWoFFbvGb/zGb+BnP/sZPvWpT93aTamo2CVe9KIX4aSTTsKhhx6KzZs3413vehc+8IEP4O1vfzue8Yxn3Kz3evOb34xXvvKV+MEPfoA1a9bcrNe+s6Dvexx33HF42tOehgsuuODWbk5FxW6hyk0VO0OVmypuT6hy0+0LVW5aGTXn0R7C1q1b8eIXvxhXXXUV2rbFve99b3z0ox+9XQtAAHDPe94Tf/mXf3mzVwy4M6Hvexx55JE4//zzb+2mVFTsFkIIePnLX44rrrgCRITjjjsO73znO1MJ5psTv/Vbv4XrrrsOP/jBD3Cve93rZr/+nQE//elP8ZSnPAXnnXferd2UiordRpWbKlZClZsqbm+octPtC1VuWhnV86iioqKioqKioqKioqKioqKiYkXcPOndKyoqKioqKioqKioqKioqKirukKjkUUVFRUVFRUVFRUVFRUVFRUXFiqjkUUVFRUVFRUVFRUVFRUVFRUXFiqjkUUVFRUVFRUVFRUVFRUVFRUXFitjtamtEdEu2o+IWxhF3uQue/6xnggggZoADODKiA7h18M4DRIghIMYIIgdiAjEjMoOIEEEgIjhHIOfgfCPjggEiwDn5GwA4ApEJ8C1ABCYAIP0DECIa3yKEHn03QQwdOAYgncFAn48BADPD+QbMQIgBMUSAGQyHdtTCO4cQAgIAEMkzgMBgNM0qaStJG9kB1Dg40nuBEUOPGANAgHMeHgzmiH7SgWOEcw7OO8QQwIHRhx4xMggE7z2YGTEyvPfwvskdAQaztD8ipH8zGGCgZUYXesBy1xdzzTmHpm3QdR1ijOk4geCaBu24BSIjxIi+73H1NdfijX/ytpt59Owct3bO/bo23b5xr8OOxpt/+2Xo+x5EBO8bRIoIHBA5gojQNDKfQggy5whw5OE8ybwKEdC1yTmb14Io0yzPL+j8i6zzEDoXdz6ObZxxtIvLegJdH8t5EGPUdRRw5BA5ghmIUe7DDDkWApZ5ouuStL/xBNcQnK7Jjhw4Rl2HU2MQIyPGgD5EdBzAANrRWukDorwWszynI0LU53VE0nRAjlnbrV36OUrPgTlKH9nzgRGCrGUEgEmeOYSAGOR6fQzgKO/rm5f9B976kffuxmi4eXFbWpsefOrDcdqjT0fbthiNW4zbMZq2gSsHKwijtgUgY5JAIEdw3qPxPo2zQAzyDo4IiBETnTutb/SYjA0CwY9aeBC6yQR9HwAwvPPwzsORAzwhhqjvOCPGgG7So+87jEYjjMcLg72JdW7Kvkjw5EAYyXzkPFoIMt7kPK/jRucD82CPJ+dApHJH6HSPDSASGUX6SvsgBjhycl3tw6jzWq5F8M6h7xl9J2OBos172Zdl8uffAABFTu+NSpmHHPpRBFNMc8ruQ+SkLeREZoi99JFei8gBYMQY0fcBoQ9wbozWN4gAQugR+h6xmKehl/lEKo84Z3Neru2ch/ceTdNg1I7QhQ7Pf94zcN11m2/ESK3Y07gtrU0VdxycfP974NfOlmqUMUb0ut4KKK3Z04gAAstxWbN4MEbs303TyPVY9ijTZ8pzmPI6HWMcfE+k+qNzg3U3g+fMDQdAdE1Ze4s1mGSdtuvbPVHIOMyMECIa7zDp4qAt3lH6tyHoOu2cg3eESddjstwhBFt7Hbx3aFsP5ojIJP0QsxzZqxzk2wbeO2kHOetM0akjI+ge1MeAfrKMEAIcZA/kyOAYQSz9vm3LNoxXjwECJl2HSejRjltcedXViBwRwfjhpT/Dt7966YrjY3ewO2vTbpNHFbcfEBFe9LznY6+9NsjADj08IALW1KDIgg1UqWH4NOk4ESJt69K5REKiuEYmmyOZ2Kz/kQlvNnMJIHVyY2b0IWDUNCIwhb5Y2LQZ8hP4pgXY6+ITVQN0pfyKCIZrGpD3wl7pnUiVJyICA/CNEF1JUWIGBwI8gZy22zVwILgQMVleRiCWRZZ1UTTBPUZZaZlUSdXjQa/rVB21xUT7JfUV6Xe6QDgGfHSpv1k7QARRRuwj2rZF33XoQ5CFRxcvAulCzYAK0hUVt1UQEd73u/8bvjjWNm0SBCiNZcg4j5QEAzsnKZ4U4VAq1VDiIoC9g9+JcGzEkcHpnDJhxubrNJ9LkA0f6TNS2wbP6eT+MQZE/Y6jEi1JpLELC2FNqly7xokS7Vx+9mEnYnl5koSyCCESFlS5HyqrmSALMQtbsWi7vRckhZ8hKyun5+eQaKTUFsdyHRCEoYsMkmUIiIADIRJAFAGqRV2dKvpEJIabGBACARASQARVFd5dHve2kUaOcMlZPBtiskLg4RoPx0bs6J7bB/QMIS1CEIKQGNQAcAzftHDeJVLU5mAAAS3StdNdlcTgGNHrXCQCPDmMxyJSyp5OaeKIwkA2rYVtJJYx4srVAEpgythz5AFHIkyDwGxrARIBK/uvXnfK8JI/23wuiCMYwSpkbVqDOKa5wGAQk54+NWu0nQ4AXASDEKGKCRxY/y1rQxz8lJz0KTmS9wWHQFk+k/UpgEiFgZ1MH2bGpJsgxIBXvvKNiKFH1/eYTCaYdB3apsXatWuU3BUjU9/3yRjlKMtmjScseGB5eQIAWLNmNeBdul4MAe2ohXMNmtZheXmCrdu3Y/uORURmbFi/DmvWrE2rliMome1BSqwJ2S99F2PE0tISXvWa81d+wIqKCgDAuc99IjbutVY/yfolcoAsEc4RFsajFX49S5IYxHhGut7IESSiI5Mz6Uqk61tBHAHDfxMB8LJjlWS73Cuq4d2BXJbvdrbO7Q4GciSZviXrp6MwK6cBc/uEQIkgMuOgc0CM2Ug4fFb9vRMZFGrcYGZ4+ExkZYseQowIPSOmJV7XY+dED1UHgwiVv5ixeu0YfS8yJTlCA4/t23egbRxWr12PLVu2IPbZGHNLopJHdwA88mGn4pCDDkoERx8Z++6zN9auXSubdejFuqcSFiOo8KbKjFrtiQgexURiltN08fDOAarUOBVuI1TQU0IEkeFUCGVHYn1npaJMMWSgjwHm/WRkjqlWgChYznsV4noheogRC2ab9XnJeUSWhcI3PrNWnIXWpiFEOLE8GhHFjNgFODKiLIJjkEkdAryjQv414RUIIcKjEW8tRYwR4KDXVRbaLPg0u8gkTwUxHKNpmmS5B7LVNEZZhLplE/bEE0HegQeD9Jak72ZKEK+ouBVxziPOxFEHHZaJZ+9w4MZ9lGCWOc+E5H0gJGyAY4L3DtGReN2EqAqXCDQy36CEd3lHEYJEQZ4fl80MwJGuS0J7580dg7VoWs5iAORVQEg0t83pqRNZlEjzOiqtfwm6DognEMlSEUS4AgPssiUQBCWThQRgfRgi8fpoGvFO6Hu7BSVFPVvjVBDUbpKLc1rrRSDSNSuqRxds9bO225oNmD0iv4IIYlaSAYjsEAi468GH4in/7Qz8zSc/POeN3DngiITodFQIzPIdqZJNjgaeMzZWZKgLUeiTAULFTRNuSeYMRYa+NrXuRtnjUew7UILCYeDRCiKQ17Fo+7wTATrGIIRmlDYGlnkZdS5HcmgbE1wZ5HwSzoFi1KfBUpCohQEpmjyg7fTkir5gmRr2vSo46Q5q+Y0MkK4ZcpnymozASmyQS8pDIlO8kshRCVPjjgAQCylr93HMoAA4VYLSf0RCkAT12DMekAmexcgVQ0Agu1xMz0vk4L2S1OpRyOVzWzeq4makEHPAunXrAQB932PSdei7Hu2oxbq1a8VLUb2ZYgwD8sgMVw6MloUocs5jzZrVYEdi5Z5MwDFiNF4Ak3ivLY+WQa6Bb0cgEDZsWI81a9Yo8SfrmiNKnu1QY2SM0L8jukmH337WCwA4lUO1TyKj7yNiCBiNx/L2dbGx9pKum9a/spaKJxzMY7Mc31Dvz2IoZq/LQimkrC7bOmve4qzea1df81+45ON/i4qKmwPOEZ759NPFcxQFGa7rFzNwyEH7oG2bpJMAugaktUPmW/IcTga5WUmo3AtsDjlWHasY/yIrcJIAQghwXj2BClJ+cG2kZqd7DcSeJINE0MCUmA3tRUOTR4/NxdlrZp1v2Ap7tuwdXupgtg/P9g3UI0l0UZNfneMke9r6lducr2V7mHnFO4q6yXP6XXI4MCXT5XY5cnDWgZERIPv16nVrsOX6reAY4b0YVhY3L2LVxo3omMB+AdSM5z7TzY1KHt3OcMB+++KEe94DBBUaIuPe97on9t1nHxHyyKFnwGnYFBEBzsu41k1UyCInLLOO96Bu7875FPIQnTIbDsltm1SQEy8esbNxBODE1U+sdF7vI2yq6GIaumaCQcdKYtmiYG3JxJVYHJ3qgkFd600Ko0SUuKRgqedNWm9ZBGBSb6Ug7n/EmUAK3UQVNBWAY0QMnbrEN9pvuVmmWzonljQLixPG3qlLvikAWeEzAm7IcKtnADEQcnhgWtSU3Y8alsaAKh5CHME5tXaKEO08wTd1SlfcOjhs34PwkHvcB0Cefw8//gE4ZJ/90zyEzs9EtIKVWyXd3GWOp7BZh6wg2/yxPwXJY5SzyQ4M5USSBlCKJEJuJOaj2PRlCRoq9vmK+reSzUkw0v+ltSndT6xDCLLxRyVV0lpChMjLaCDCnQmNJijFCJAXryIisUYxcQ6FYaiHkhDtrAo+w0tocvFQ2W0ciSyfbmsSUgtFdbBelf1BdoDTR6f7iYUJEonHCDNhw5q1uPuhR+DODOcIvvEpfMtrGHQOxcphjZStFgm6JRZeYmzab7q+edyagu2cQ28kgYaEMRlBKISWEYRGLDKbcQIAPBoi9H2PEGPy6i0Zw2RcoUxEiVIvc6sc88AwTFLIgCgKuT5PNibx1HzPz2Wjzp6pnLPRlKlAoAhwdOm7RDYrQWDrjnmDpT4lNV7BxjFUhpHwfZDIEmlKcEEc6TNHJbE5Mnj4KkEsSlheO6LOIQ29hRB2fQ+wyW0s9zQ9hVSxYEj4qwTFZxKe9J2nkD4bWybnOS9dW3iSIXTo+17WGKeKaRDCOpEwBPVoFEMbIASf804UGpFOi/UEGmrMaYxHJfgsFPee9zgB5Jq03pjS1XVCUK5atSDHzZOSSw8D8zJ3SXYSL3vp46AhmTYWGbbuqwN5cb20budFuph/pjSK4nfddZuxZdtWGZbmYc4SHhNCQOh79EHk1r7v1OMrZHK04k6Dgw/aB8fd/S6ZZCFThmBqApxzuOdxhydPQFvLjeC0KBAhTnV9LYaprWtJXdG9wsYzpzUv3RbFVMhmCttD8sEB0vqsazVjGNIuJ4lMU47zFOFSyE6mG5n31GBeJKMDJbJ4GkOPKJptxxzYfmX7pVgFCr0TmZhKgW8ke43IpxIRQqxr81RfZdGUVI4Tb09yLr3DGKMYdVj0PAIlN24xJDk4JgTuMUFEYFk/GybwaASEiOgcAge0a9agGS9gealD067Cfgfsj213244fX/aTXfbFTUHVNG/DICIcecThALIwcPTdjsRjT3s4nIsIXUDXBcRSTCPxWMkeOLqZCq0MjgEczaU6T57QL4ng0mSW1ReTynKL2IpjFq8IES4QhUxy7BCLEDWo5wCAbD0kIIYeOlsGz2sQuUs0HUdeLKkxexkQOcDnRdcWRueG+ZWchn6I618oFr4AjmKhK3OEMEd0veRaiS4iRpcWOqfKoFfW3YSVbClwqX3Mek0wzHaYni9J9zl3Q+iL/BGqYFvISXpe/Z6cT0ShhaRA2erxwgLuduQRuOz7P7zR466iYldwRDj+8KPTZwJw0pHH4hkPP1OUrMJCbBIKk4aEGME7RXA4R+i7qL93KK29c6WY8ijPFxtMxzUyK4WfwkgUSt/JBSkrx1PX5cFFC80xrTecv1blSZRbVXg5WrROuiJjAu98XhsYotyzrEWOSAiGQjlOBLN9pwSShAALYa6PMuwnygSD9W0it2GkAkCs/2ZC49VzyhRrmIjGAMz7KQueSRibtkTG+cLfnQnkHJpGPFZ948VLiGwfGRIvZtcdCsTqoeZosBeWAq8JuynksBjKtheyk7HodA+LsZPfsxMDdUSSGdhJqNz0nABkDRADRt6Hzasj2WPSll8q4azhZsgKiBI+pRJPFOHJD85LzwptY2E9Zl1vLMw9wGQKI4mQ997UHlbSl1M+C0L2uHI6z7y+o16sT+DoEF2USDa9rN6l6HN5zlDk39BHUW8w88a2xqunDsxbx4EpIpKF1MV0BTLlEQwOsoqJ91RBHpHMX69Km3iJFWOMsgIVOCISI0RG3/XDd6VkCMccCinPpt5K5DBqWrjGo20bkV/K8F8j/PT1RY6I0R45k0BlPitmJclNhis99QYKOHSNJiVnm/SKA/cp95zlzjNDYkkgcTG2LCQalCTqYuzIvuX1fey1cR+c9ojHCxEWstd61/WYLE+wvLQsoYOTCZaWlrC4uIilpQl6Xacr7jg4YP+NWLN6QYjjkoxQ3PPYw/HQB5+Q8wmST+eUYVOJrLB1n01XQF4DAWTJitK6k3Zozt+JF5IZuGdlKPvd9DFbx5Joo/dM/1K5TP4b6nG5dbKnGHmVPAQ5fw8jvMyTnAazbqd9fmNRyk/Wd3YvLv5f3t/2G2IHxzHtcyk/sMvXzmS2rq2WR9g5wJmRr8gDBVlaYIYNpeMAIBDQOaB36iYw6UBNCzSaKSA6rN6wEQDQtGIs2v/g/UFElTy6M2H1qlWDnDWjUYvn/dY5YHVLtg22DwHtYCGRzVBSceT8BM5c4InEqgMRephJki4q4UKACKOk5FIiOSAKkCaC7GNADOLaCEiSR1DOpeEL9/Yk5zgCxyCbP2fPgZQcm2wNze7etthEhpqGbO00gke0Fafnu6ZB3/d6MacLkAO5EYigYWgxhaxxjAhRBYsQRFFVC51YxmTqTiY9GNA8FLJEtm2LhfEClpaWRcgkn3ITEWLKXUGqQEWOaREXj62stAHSd8uLyxj5FrJhkFoVkPl8kgTA5H3KhRIBeIYSSDkcZv369Xj2s5+J8178P6uAUnGzYd2qNSkfCwAstCP88TNeDCMMbLuPsZfcYapNxaQgAIgR1GQX5QFpg3xeUopAWVmggS6qQk3hiq3KrchtQ9dt+9tIYgAa5prp60wuDeU+UyzLtjLn8K8ZgaxQgIdfCVFkRDr0GZzmJkrWp/SNEPbei4cjWIoETCaTJMO5RhRMIgemHL7SjvJlSBKqCCdQEE/JklcQYEmI8oCWC5C+6iLSQpyEQvFOsvdia7S+sOKZM1lgoVN3VjgSzwzfeLRNi8bnuRBiDiVqmlb2bXHiSGHfNjjJO4nJNGIzTSGHbO21EGvL0ce6LzmAYnb8g+zLydAEV5Am4sHGUE9bzcVl8yDGCGc5ftQrWYRpU1hmdCgAOn+mQolIvhgms1aCwpT1ksh16uliSlEKt1SlZkiSsPSLKXWaq9Cs8cwBAEkoPXQXJp9JXiKQtz1cTGPRARQd2JnSk8M4mJWoCTIfU1vS1Tl7JudOSQQtUURkJDI4kxpGmuhPkNtuycT7vgeD1UNM3kvjvCYg79VSbs/ixajILJ6KkRFDQNd1yXM9Rk2M3wdZQBodijrfHRHaRrzofNugaVq0bYM+AKz5tWwNAFAQhJk4ku4zyz5SWJgRU2RrIFjCRsyNq5Rv2CREGwaSKzKmPhUC0CnZqaelEFsu+lg86Um3F/PCMHJLiTndk7xnUCx+Z8/SeLjWo2WPEJUsbho0jSSsD/HOvRbenrB2zapdnnPGox6AY48+FABSXru015akOKDHghBIGBbayHTCUHYvfz+8zpAUmpb5y082jgEkUtycEobnGam1sv5g3kbJSDita5DKCHqOkb9E5uiQf9P3IX03g1uAP0pybJLhshxpxgbWvWTQFJpKNC6LlSyGlH8rDgb6zskKi7DskR6wfU36rod3BN+MACIsK+HddVIkwjmHhYUxlpcn6tHYw0G9l4nQugYTCNk/GrcIndzL+Vs+fUklj25DeN5vnYMDD9xfPnBWTowN5cjoowhtywDGlsQaUAEjJEazGY0kXI1DEiZBotyxc7A4U9JJPvKSmFpIJE0YqYqBcw04CAkS+g5dVHpHLd9USomOQQgiWEFCLxwh5Q+IECWuNRfAYnHI/lNiAW28Ty5+pL9jyjkhQBKe59oFNCpwdQFShca5gSIJ7xB7FcTVQssR6iqtSq4K2KtWrcby8nIiZaIukPKIDkTeUh5Ie4oncJQtyjEGUGQ49sosi2XKFvH8Oyf91JCGfEhei7Zp0IUAREmS7dtRquJmi3Gv7wJKUMVbiK2vuHPjTc/5n7jLvgdqyJQQl9MWFKgy48ghIhM1GaxhsC5ZnKYFIfMgtHCWCFMmXWZ8CtImsngneG+Ed0HBFMKV3IZkTYTG9g/ajqRUDQUhUyqKnCyW6FGFhXTDwbUkiCT2PdpWXCTjJHsTZkFJfuONtSIkbyKvCX8nfaeJbgOWl5fhvMOqNavQ+DZ5XUYW4lp+w5o+xEgB6VOvBFvp4WGeChLGoh5hMSByKM4pCaGsaElnYEbAo1gqiQGRe0QOiNgziRxvqwgxoA8BTdsMxiZpmJIo6j36bgkLqxbgGo/GvFBNCCeXiNlE/s0xEtjc7LoO/aSTai3OA55U2BdvskCUQ9xBcN5CwSyZM4Ed0LpGk486MAf0vY2PdEdYiDpRFlxLq64J6UQOXOSakBEaxJumICPFM3cqSTZkXHvv0DStFrbQq0zFhplXFyh7D5MZmIoqqEbcpKTgnEOTIhEcO4AlnB8jyu3Tv1mtXFETnTJHCVlSr5es9NncEm+khdGqRN6EiBS6jtBJtbXQa0U8UvJY2+ldZm+0Md6Jxw87j2DV6yj3eeh79R5SRc45gANI81NKtbeA0AUgMLzqSDEGTfya33OMUi3OHsrkwNZ5MWghe4Oz5nwyka1UpK2AQMrX5RohUKGkFUc05NGOcpVBMYQisf6lUh1DRA/xomOVG8145zWkrm1bTLpOtyKbU6L8SbdFwBnRqrKirZ2Aho+YpMpo2gZ910tyWyXpiITMaxsxoky6AO8bNE2DMAryfbxzr4W3FzSNx2te/oz02bs8FqaJIUkjIuRr20oRkJxSQ2WWaEn+hyhlgvRvNoJ4SLzO+830tQzlneYau2CkB2c10a1MGpX3sLblP5mwzwRMzH0w8M6BGEAQZ5+DACuwlKM11K9q103bJaR5rtiXdkK+sTlGEFLeKEby0pZHjAB6kG9SVIjzI1C/pEUkxuj6ThwOugn8qMW4aYQMirJudZMJ2tEYbdOiDz2IfQptZwCd6yWNwZR8C5CmPVA/cNKQ5Eoe3XFx6kN+GWc85pEqaIhVp23KPEWQDS55HHmpkKEsZowM0twEJhCRKhvON2h8kzY/2aiFvAmq/JGSK4CwyG3j0YlRRI/ZAiECD3kHD1mMgm7KTIALYmWhmBNYOxBcI+SRFB4TAcLycEiuIE5KRyLHWN2xvZJSXsgv0ftIJ2aryblN8E4rUtKTOEguKCapuuQIaIgQxy1i36slHQAB41GrgkMoFmdL1k3wKkSbZdPWGe4Z0QHOsQq3srh4nzcVgzw7IL5Soj+b0NT6EbAAhCACfQpd814sbiCwssy+aSWnkYYCiiU/sVrqPl3kJqiouBF44oMfid981FlJYXAgjEetKoZ6jESQlrCG7LFTjv25ozApu/OkAFmAOEb0McJFqXYRnAPHgJ4jKBphLt595PP9UjhWscEaknxQCO3mJWG/pfRc2lSGupnnZLbJkwoBRL4gyPohicJmucq5bEKQtd68ksg5hL4DM2M0dnnNtmeBJOdfXl7GpJM8JL5x8L4RRVcJBKXTgD4AjYf36tK8gqePCX7pfRDQOCBynwkBRiaNOHcIJzLNHlEFukE+zgjikORDR7I3bFq3Hq//rRfid9/6JzNC2p0BjgiNruU5DJGzU5ed1zhVQCW3HUHIzh4heWiM2lFKxG4DNvYRy/0yPInHmveNGJK8BwchrrpOQ9ScQ6P7WjeZKBkjBJGTTNJyHnl4RCU8AohyUmlyhBhcypfDkTGZ9PBehO0+SKWv8cI4eW1YPwA6XXS9iM7DRZYqcJwNZgBSMlikeS5zwDcN+h2L2UCEFC2lXr6FNx+p8uTlOw5GEMWUj2w8Gst8Sh7JMsgDMzioJdi30pRoBIXeUEnUQKyJnpWc7tOTgpUkCuqRNOFlNHo9CeUKwo97IR1y6nHGdJ4oe66ohFLvOjRoRdmIUXMJOTTkAYa8Y52H4jkk4465F6KqC+LppMYtUota6IN6K3FK5t9NOvQxwhfrHTNjEnrwErAAoGlbCbdzmbgP2t/idEXK4QkZNq3Uir3P6XhslORW+cvG0vTyNqUEJk9WfR4L0Wu0uqdjTqF8BDEE9lqwxHs/Y/zIpFdWZJ1r4FyQvHbquUTqpSQhfJRyQRmh0KFDCPNKOVTsaRx88L54yUuenMkdIBu2NLTUOdJ8q7PEwjRSaNYKkJBOICLmdQ15v4/Mg3Fnc3/e/Wzdm6dviFowvyHl8UyA6fWLnxjxOu+ZkwdOYQPLxgHrA5VMjMQHpSlaPspK7QSQyW6TM24OWG40DPsh3ZMtjH/YUO+EFI7ewQWH0E8QJgz0LN7ETrw8mRmTrpf1wYte7mNUZwhdA3XNaRrNneu1IJWSbQ5O10UHxAhPTrxddW936o1p8mgIvRDXe1CsquTRHsC6tWvxgnOeCYIDrxKPm9WrVqNtWxARYhMRQw8iC2PIyQ3t3xK7nV3QpVRidjOXkKYmkSzOUXIblmvEwnpJiTyScqkEblbDxW1JOTALp5FIIUjCrz6YkCGeSbGoVuLUOyAC6mpchJmhUFhiROCgxI8RLwJ2uQpK7AghEPqopJS68XmrDgR5vBgB7y3hpUEE6xCiJMQm0qpzSmSRhIUkwUUFRIYlrXQguMKLSH7nyCcLp+SVcqqPymYTmJLLOEzBJU2OmYTmYsWFnCeV24KU6vZeQhMgSbDFTVFJOmfvBOgLYVoWf3GV7/qcs6CiYlcgIlz03FeIsEsOG1avxahRJUk37WhJmksBC0AMmUywaxEH9WQpTtXvA0d4KR0BM50nId95OM+YNsqGEJF1z+F6AWQBI1mmOZ9SWqyZGX3IKwQzD0kPohTalUgZyiE4SchSQkhCFywZsfZHQaqwTtQYtWpZKeBFma+TvkPsA7xaqcGEGBjei+AmxLNU6YIXoaxpGiBGTLpO2gEaVPASwVf+BpESbBDPBgAgS84LeNfoPhA0kW1WgFrNmzcJE5gnWFLg0ytVDw6zimmohxBmSpyD4OEAeCyosnxnhIV2zUMp83kNoXZOvVgdITKj6ZFzv6jRgCAE6vA+UM5vStlwMnbTOXbvGBEIIFWcGYAzFxJWBSbIHHeuSFIsV0rGITYvD61SylENTTFiNB7DO8LS0iTtvzJOZP6HXokL6D4HSgYvaQen3Fs5cbNULJNcEpS89Ty5RAjB1hYgeVKFgnUwr5mGHEbjESbLk6QIpSwirDJNCr2kpACU4UeOYlo7JHR/qPSlkHnNITRZjIg+DsKhvLbFe3uOmKs16trlSnJcCaw4ieC2B6uCEllyVaXTlOA38qN0Aowc0HW9GjF7DYVVRTYynCZ1jU4V6l6zOKqXmmeAIJ6RHTPa2GJk4ZFE4Eh6f1kXcnkSCwcscmTqOLVKuxZiMsy5JuRMBAYEktNcn0OSTcaBkUIA4H2bfibyH1Li7MbW/jkKbUgKLOuYn2ekyPlOnBPirvGNyPjmiRYZzFVGu6XxxCeeiqM1lCxauG1JWoAwahs0rSrw9u51b+foEElI3ZypXn5pKD1vAEi4I9s4WNnTx8HN8CHT3kfA8Pui4Sllx1AmGxq65nr0TJEkco+hB5EGOswlwuY+z7BLYD+bbnu6pp3vAETdA8yriKDGgxwOneWu3SOQksyn67aD5SVyGr4fQBjmnBr+XtYNkRd7mffIoX4igU7Jc9Z3umdJagPpCNJcbE0IufAESQ4k7634kVyn68WA55VwMyfepvGA5sb05lzgCDGShkebrB7hwPCzr+lmRyWPbgGc9d9Px8J4pBYewqgd4aADDgDgEBfEBR3MugAA8JKHyBYdsVyppYWzxURyGEl+i6Zt1Aqp4QbOpypotklLzLzm+nBOrGkxAuoKXYYvMAgNaXJUFIKnMeKR4YjT4pQmsjL0ZBkyVXGJ6CVe3UnOAbmXxoYD6EOPtm1gyiCTJoImB2IPDpLXgeAlNwkV5ItVfINNfMlhEMukYwywJsWOMWo4ipSRNmO6g+UMIUTnQCa8ei8leJMCqqVfAbCGvbXtSBY4Jl3sGOZdldzskRcVE5QBJQhJzpCe92iaFgE5gaqk51aGnyi9W9brRHtOEKgLIHWHdzGi5YgnnfloXPzRz2BxcemWGeQVt1s8/n6n4i77Hphc+Z1zOPLgu4i3wrT1NgLzd2yzVsVB9RgCpXw47EvhySpLABR9ukb+I7+V9mSLMSCbef5Q3l9DWPUSKxqwdMMXz0jxAAJK65kJBMXTJTnF8rxoSG8ivUoBS28+paybAi8CRc5ZZ6QKoEYA7rFjxw607UiIIQBLYRG+aZLy1LQNGjU2hK5H6KN4IZZSGgGBAxw7LaWbFVZ7B/acibbWZqdqJ0Cyytl7JXXHkuUmC3CUnqL4H5GEOLPmmmFKlUVQjJM7I4is2poIgQPLM0zhzMaYct7ZdwC0D2lwPHveGGtXzAsLUQeL4cV+R+bhZGESThR93SBz2GNhLo4EeJdydUk5CE7DommQyjhHDUkIvVSegvdIpdMTN6WeHBbepcqDEAhmFOEBUcBKJMXQJ9K0VNptbxVS1PbgFPE6/VbSb/tugq6bgLugRTGQlP3GOzSjVsLEOajRTXMpOlkHuHh3jW8An+WoqPmEmPv0HkdqpZa8lLIeNV4IQ4bpVqQ5r+RdyjlC+AZtW+g7BBA4erRjqcQj8zYXOiGrBpa8xNS4pganPnQIfYB3hPHYp/FnhKCNr0BA6Hpdmyw8gtXDShPJMuAbB0QnxVRSmW8J97WCAND10ys5KpUiddW18GQUxlTYmOShTKR9mLeIPDcsFJJAmQg1I2MxNgxmMI1GGGK+wlyowbB4HFNOiayClMyjpvFgbgYKehkGXXHjcNZZp2D16gVYJEYKmwJAzuPoow7Bxo1rpUKiEsqlZ0ZaL3ShHJLtU7JJGgOFfDQlFwkpJOfYmmJjPJ1f/CT/fkhYrkReZuPzzsmpmfO1DRwZPfqkY5iBLDVJ1960v1hnDSwNK+zfxTmDnirlyeL/GJzNORVJ3tr0o1bIJiO/V3zcFWDmK+0DQCtZWkhr+fyFWT89O4Q8T5fj/FfZcVAvUJUtY1Djo7MUKiTemBzRB7m3h8u5+wiaNkbW7ujUcEJyDQ8dX41LOj0lPRJI3JvKmLMpI25+VPLoJuLIu94NBx50kCSAZkkset97n4jxqFUGW72DvAfgxcXV1hDOi4Ekqcgkg8XKO5C6MWcvHY5RhBMyhQhKmtjM0wpeUZMcQpOqhqDCgGz4+Tc8nLScqBCdcMOFwRZJth04bdycTO8cpXqHIwfXOPUc4JRAMsSAhkWozfk6dUKwWKukV8STKiQBQLymvLOQPSQLk1m0xIoUk5AJS4BIubftaZjFbdprIl+zajolw9IiXVjxCBJCFjVsTLohp97lmBefqJn58yYlORjsM3GEc5AQA7sCDduY70+iwPayCbqo1wxBEhVHGX8ewAn3OgaXfOrzWFycP24r7hzYf8Mm3PPQIwEosUOE0056AA7b7yBRVBrJlWFekGmcqmANs6AYOaPLRUrR7ghkHi2F8he4hxEvliRefi95uZKxTMnkJHAU5DdsFaIhyZORhTFb+2yKy8eCFDJZqLiGEdB2bXsEPTAQ/ORQ2Rec+jO1ZQBKHWbCYE62GKT8NUPmNRFC3yejAYEw6ZbRjsdomya9G0ckeTM69VK1EtwmfLGEPKX2FOs5EeVwj6LPoq7V0i/Fm2Ck0J0c5sYYXMCE7rJyCGuokIOs1Sqgibu1A9OdV+SwEuI2DspwS/vjixAeIyiKESuhRMmqKfuleCgpIRtC8mobzFnyao7gNK4T0dG0+foAOOpI8JLDD3oJSfKqef1IwtLZDPo63HzjEqFA+owhBHSTDrGRcZRCQFR0sdwzdg1rn+UgkvCRkNpncoCkTxODk1PC0yY/cxGOoddHoWzNCznpul68+SY92tbyiSEJ8G3ToNcwUwsNk/mNofJElMgnI7+YA5JUpUrrqG1TKXnYcUATp7N4GpE8f4rHM7kNEpYaYkAwrxoCqOukf+WVq9e1BczLtfu+TzmLTJbzKueViqnTdwxSazcsr0tEnIg3oh/Z+ZCqkU6XyJRzyDzdAfRIClsKYyn63zysZKmylVvyVeWS2HnvSERhuZ7pOMmGOkrniiHTDda0gddIfoFJ/i77I/VxMR9Z22qVB60ynrRNdsmmMJJCiaMYptxrKxLWrF2FE0+6WzHm5+M+97k71ih5JHqFjmnVDyQ3GOVxYjpKAhXqwPBeec9LZyZlHoOfTBFItvelT3m8gil59ppnjOSOzftuKQ2tpP5ngjzLT5auIhv9yzXOqFvZ74kBctnD2OB0TwlkBrIs22QCzI7w4Pnnt1W0MWZNUhZ1jdH1Is1B5PlINndtujFNp7LbKYyIL5/bJJvcMdbP0/Sffq8yLKB97aZIvyFzlPdry2dbGlMtgsdpKLnzoCChwl5OSNeJUfT9rHnn8cTR1hmHoA4eVPxJ74GKit23MO68ktyNQNu2OOCA/RPbQQBOOeVUnHTivRHCBAgTMHciBNgkhYZzOQ8hcaIM5cKaBE7O5LDNkUiJAtIkmS4PihhzEjLLO2KhI+JWLh5LsPjKXoRNydQu90PIixhrG6KSLfoRIE5JVNOCpsymWP2RXMmZtIwr21MUeVC0Shgzg/tOPKIwW+AxzTuLr4dMPiJInh8VBKV8tU+bA4cIRHEDTnGqdu8kJFj/IdFMUTcd8mINFl+/HhJ36tWymUMNRLDR8DlCSiyeNGogmfJNYGW1voog6pIQY9d06Z17eCoW0yzKqfVMLZCB4Xp915DlL6QWqNvqzCZZcWcAEeGwfQ7ImyMDJxx+NJ784EfJ95Cxu36vdRiPxprYzw1+j6SEqevuFOFgZIjpS07dwVOlGSBV/RFCl3MOIiqvoa7JSb6Z2uwozytnIboDwX2IofxfCDSFtS4pH7p2uql7MnJ+FasOKfLRMMwlK4y6FRRbuCmBqnGKR4Yl42WAdX2RNVbWbecIBI+uD5hMOpApLyro+MaDux59HzAejwAnymnQMNuyMpHXqlLMYWgdI11LIUUMjFBiFjLCEjNqI5X0FjI65XUhCCFUCKZm9bckoKRrnSQ7Vs+TGFPYLgE4eNM++MXma+YmDr0jIymi08d1v5eS6iqSsSj6AQBFU0Io75kaUmjCoi8IKXZR3zH0HFXoRSpOsotsq7KXphAvlLJ3Jphy9TJTxIVkcs6JQhJlV22aRgxlUYxk9u77TqqhOpc9no3MHSrwiRmASyGV2WvN1heCA0enYZeZcDOyRtYkkaEktJZlPooAVCgAxdtgzYETgpBRbaPVDiVs1HkChSyyE4yd0yNs3VuuB2Jp7rteSBtNWg3W9ccVskKICMwIvZJuvYa0EYRIYiGUguYmCyGkCmqka03XaUU1JSp6siphnMlmDZ8ApKKv803qU0AMjs5DvdNtTTd5pQeHiKVuglEIaFg8IJ13aBqRyRwR+n4iIX2k78uT5IlU2dXIPlkfpr0KsnydvEq0xxOxZQlsWcJQkkcRmwKX1yiyMFD18I+FN6YZKfIGoV50JfFl3yTFXPfIROBSGidkMrVzoBDRo0c7aovxqUmVmztv2Nq69aux115rV/x+v/034qxfeSgw2fX+MO05BiC/G+i6lxY7DPPLldMU+bisTUPCwK41vXZzMc4G98+7adL1zJgd1LuEkyxREkyYvck0aDgeI3PKZVfqj7L/FiRIeWmVS4TMprRmCZlsPsUiRxqBM2gWF9fBkIQqT5LwzDYRVaUulUiWog/tvpmsGn5OHTB1H7smm40hDQGT4bKOLTrSHP0o6Z76/IRi3s45Xzb05FkEYBhqndoh78Ryn7ngiry0pRwV0HiPEJWsN1mBZc0GkVQMj/JeyVOSEYkpVUaV/+1qEN10VPJoJxiPRyhfwsEHH4QXvuB5iMGBqNEEk6SVaST+kODgnQgWjguPlbQ4ONWJYpp4FnlhpzS+gV/wUp4vRlVemhRmIiXmdeGAbYIy+EIAGi8JJTmIogJnFJbchWOPQD4LWSweMH3sc7laUtf0JEBK21IVCojQE4KEUfTs0PpGhQzJtzQaLUhp7iiJCCe9WPa6PqBtvVQeM+8E3bCtMEoyFjgHNB6klcpADCIt3Wrtc6yhcvI8wqC71KccLRYYUoa6cWhig27SAWD0XZcWUK8kjwkjYj3KQkveGFiz32u+E3X3lGScamHVjc0E/BQ+whpKSA7sHEIvVpO2aREQlFmW3y64RoQsI+oSa8TpD5MoeSxp+FAmI6+442LctMg5VBgL7QivOutZ4BCTgrZm9Wrss8/e6Te2GUrutACt8injuB2r8O+SAJ4Ux2gbaN5ETRkGOTgqLMOewJ1scCYkMEHCqVSBEQLaDccphcG19WrwBPS29VP2Siohm2whahTXdTQ80bwCSsLKyJxSEBlC1h5HSPPeQnhJTPwABY2pL9qkQquFHAspkL0vmTXMxwPLkwkmyxM45zFeNcZkeYK+m6APHSJHdJobab/99kGMjB2Li2ibRkP9ZI1Z3LodbiwFE+CEYOr6TtY838J7h67vpF+9kIceHl03GcrRzKpwjUAAJpNJVkp1fHCM6PsOTaP3Y6Dve2zftmNQmnfL9Vuwbes2tQgTnnXa4/HGD74bWxa3T3fynQZGmBhha9469h2AwkPHqlF5TTrMKSeOGVdSf0fo+zGzAoo8HIBJtC7trwR2Hi6axxKnuUAxKvHrkpwQI8sEgFb5ixoKb+q9z55KiQCAVJpz3KDRkPm0N+t5Wdkz40qRq8zao4K4lKUX+cX5Jo3bUpEMnPPLRA2tZTBc9InUlN5QmYgB37bwk4lu5cXerbJGCBGOxRvJiKKgk93rfk7spIKZKR2BwZOAfrlH1/cpSb93TiqRxQDEmN61rYAxiLxTeqoBYp3uuVMZUJ9PNEHJk6Ee1Ebqhj4gEqEPstCHvldFisAc0C134g1v8h3J8RiFSIqRJddlb4SVrHleDYIeTitFaiL4qWTWQ2Id2dvTZF8NR2saCddzKpeyemzH2CMG6QfvG00Er7mNIishZ576JjcKQTTpOjSNx8i3SW7esbSItihMYPKtDUO2PG1GGun3KdwSrOuYyKBBFWLLQeJiMU8ANJB8R6Ygx9jIc+wBz4BbA+Nxm8b+EJz+euAv3xOPeuwDUr+XxQNsa5+rrM+7KtvvCrmEzFA8h+3Z2bVMepghjWjwCKmtA9IbSurIudEKExFSFIJ54yVPXU1JUWp/2RsVef3koQddblfZT5mwsnuVjebiR85ZqKfqjmSpUYQEGZHHshLUJaECGrYx9bsR80XbsmdS2a+ElL5gqh/L6051dSazmGR9pdJYkJ0nTPAatLuY38lQISaZ3GOpzyn/TkkZc9YQ75+yVUZGSyjuoPilnmf5dGNxfec9Gt+g5w7grGOaI0OzMAb1km4G+h0DiKG37JIpx2ckAljb4Eg8O3vxRI19SJUgbylU8mgneO3rfg9N04AjKWEhiRydI8nPA7Nge8AzOHSiSKh1C+kvs853wITgWiB6kmTOwTYoD44BloaPyKFpG7hgViSx5gocnJOBNxqPNGY9gGPQJK4Ac4fYCxvtWCxu6bsIMPWi3CF7SFGzFg7bJHmlWnNAUjkDpN4EmTvJi7xliXV6L3jZvHtGS4S+7xBUCCB4tE0hEKX1XYWMCLBj1VGEWLIp651DQFBBJsJrOUNo/gUHrSanjdP1VwUEDyJgeWkCDhELo3Feb0vmroDFBicBSAWevlflm0iIOnNvh+wHwUV1Jdcy2OZl1DRI1Uz0ODMj6CLXdeKVBUAVuwa9ZuUHhhuLOqtCBhCDnVlXZUH3TTPvkSruQHjN2b+NgzftlxQ7EOOggw+c2sSh3+ffeedVKROlQ4gCUzpUeE5CUEzJngfVi2DEqXoUwmKx5aarVi1ong/NvaGVo5JyQTJ+SzfrHEphiebVYgPCtNBUClul18HOkEj6opR42UdGVrOWqc/3AsxsyUZOoxAW0oVUaCCUK1ASZiOJ4GiW/5z4V363bu06rF/nEGLEaGGEpaVlAELcEDuMvMNyN8FPf/xztKMWfd9ryG2DthUCZ/M112K0ZgHtuMV4vIBJN8H112/BaDTCwsICFlaNsLQkFaratlWlrcHmzddi1DZo2xF849F1Pa7dfD0W1qzCaDzCuPXYvHkzFncsJW/U8XiMK6/4L6Q4e/VC26GxsgTS/lSyrBfCTISmO5fXkUGszzKGYpQS3tZ/BAe0WbBnDVEGJPdNbPJxPxrt/EaywSSCyOYtmcEFecuLfV/kP8zCvhEQRIQQQw5DihF9Uqg4KXCG0HX62eaJkEyx76VSjdMgc2tHkSHf6Z7LIIQuwHkhbWKISvx6zffohFTwmdhiFkIz6Pw14kg8faLmPtFntnUPDuTEc8c3Wh7ZF+scq0mmC+h7ApUJ3zkrFJZq3FmIg5LLXd9jMplgebIsXkFK/KFpsby0pAnFi/BQU6Si5c6Ayi+a2DkEdH1EjD2y4OLQTzowGGOMtWFyLSMbJxOVBfXJHIS8D32HCCHO2qYRQxxbCIwlELaCLVETugIj38A1raYkcPA212m4VoNM4XUgyoqMKEFIinQsSDJZRxwcMQJByC0YkTfM5yFeP1Iopqw0a/tCKrKiBWJa74ftmzN+AaQ8I2b9ZyKzs+Tr6X7YjBz6mKsOxiihiKLbEYARzMsqhojxeLzb5MjtDa/8g3Owfv0a/ZT71ta9m/O5RTFXGaJQ0M0zkkzG2U3YWrfCt1hJUYgcC8Oy3LcPfRp/A29lIHl7h8hp/WCtpCm/94Mxaflp5+WxsbDT8XiELq27+p0l4p8T/jfIucVqfFdvbzf9/RSxVV5DvEKjyo/zyCMa7CeyIOTwNPuzqlklVWWXl9GHkCuNAWjbBuPRGHCESey1bfPJV/KMPsQ8bxO3RZgeeiXBNf189l0KB5++DwGAg29U/7dnAcOyVYtBaNh3vvFwoQFp9E32rJSGkvdSNdf2TCWs23aE2APLus4TEaiQl5tGwqyDc+h7wr77742znvJ4/N+//Nu57b85UMkjxVOfcjaOOuoI9LFHOxphPB6D2KHrepBazH3ToCEH1hLqmUkBHBqMRmsw6XdAfWBSkmhisVgFlmxDKefo9JxOC5DThceDCRi1Lcg3Yo3SqiTirp2FPUnUB2UpQ8qb4xDFghhtAqkSlIQ3sRrZQtM0Hub1YtnlARn8fZDyg6oSyX/BiSeWIyB6EdCihFg0rSghgLmDM0gt3RIS55PwLO53qlD2UvKWmlbC/xwBzqEL8hzQfmXLjaTlcaMqZtLkbI1oWil33PXqv+BI3Md5mNPIrFbSXiVg0oItHmIuVVBz8F6EigigWCfg2CG6KInWrDKbJRHV+0kC0KDCD2kOlKhWV6hyr9VdTABLDDrr80Wwk4TbTvuIdVGitsHvvPR/4B3v+Dt873s/vAkzo+K2gMfd/1Q8+ZRHa7ltEWPXr1uL1e0YjZZtBwjdJMB7HStEmiCVMRqXVa507pKqkCSeAb6R5KWkZCy4EMZAcJqgmXXTcpCwWSJCycfIps1SEtnLOJU1J8Bi3sMgbFbGc9d1iWQqc7/sDMlq7GhGSJI1VP6diB4W5cgsZcmFWZfylYTbRHCTLdviXSpESJFzRIlh+9v+7yyxr3fwsUnH+xjUg0Ta0DYNVq1ejRgZq1evQt8FTCbLat12mARZWzdfvRmb9tmIyaTDjh07sG3bVjADa9eswXLfYXFpCZGvhwUHLy516LplLC56LC0vg2MUpa9pMBq1uPaaLQicn8NrHqylpSX0GgrLXZ8UXVlvr8eatWvQd13K3UIEbNiwQStKSVtDYIzHY6zbey16Jc72REz+bRnTZZqJ1JNI94sOvYSdq4BJQCKOZAB6gNXjjX2uUMh5IopXb54friBddYssEHR4D8d/1EIegCVHNmWwvEcy/aDxHtyLldQ3kiQYneZv0t/5Jo9/gMWCij4pb04txH0I4rkRe/Qh6JpgRLRD6ILufyiIiDgkjji315aTwDlhNKsl3FNEtxwRJn1SNso919YpZ7kMocqfKVnRpSpu5qnS9xFd12FpeYLlpUkKPQAARwGT1NaYqtLFmHO32HtKXtYAmAP6LpPbolAGLC0vidGIUmYrEIlHVB8Yfd9JlTEVPkXRicjJximReQ5OSs/7kljJXhNEJPKxhWFoCoHkUaWLX5bVctbMGQWYCtIIXnJmWT4t865PuUFFNhIxsXh+JSR7kBho7dIaqmYFZ8gRmlZyj0YOOZyxIDWyB7pJuRmNKZKUr+d9C46MBj16RBTFPJGKSeh1LXTOead5kG5fGI9bvOrCZ+cQvWJuWMjg6gW3a4JI7Fwo7Mf5OJIaUFpudgu2jrqCLE97+k7LT3H6e9qTCI6z1WknSFWyNQG9HYsW8aC3KY0mshwXa4x5lCR5Qp6DdV7tClZBO32261KxTpXGPzfsE44s1eUgES1ZPrK5NyRCsgcnDeZP9kiyx2aMqM0FD4wogc0wwnK3hBgj2rbFwqqFZMQy2aLrJnI5I8RS+/ReBCiHg8a7GVnQ+nbQL8V3w46cHSupeifyOiT3JzTqHGJJ9q2/nCNJKTJFmq5aGKNpPCaTZdFXYwR5h2Y0QlxcBGCFbDwYuWKpaxwWqBVHESrb6VIuuT2J298KdjPgyLsegbPPejwAoI89Gu+x14Z1cI2Uom/bFu3II3QSVsWAJCTugOiLpKRpI9b4UooQ76SYiCOYBQcM8iMlahgYMLt5IKbFT0ugRmWFSTdjcflTckkTaZHziORUkJTkkilUK7nuSQ4FsnKyURU5JwKm5bxg18AXFiuxEEl4hbcQM9WghGAKuuH7zHRDEnY3gCpXlrxTM/yoZcCR5CvwpNVnLD9B8btUBYgIIcmbrH0gdyNn1UzU3Y+RFcLUv8Jke9eop1YP6CLgnRBmRiCBtKSvCkrWHjM8mIALTUTuHAOUBUNyWt5WvTJAIrCmPtPrWRLwZDGNEc4cqSB9ngRStRkmgZagxJltkrJ6Wp8AhFWr14pVruJ2hb1Wr8OrnvibIO9SzqG91++FvdatT0l0+xAxGo/AvYQlmeAEBvrewmFU/nFusLlbvosyHLUdj1JlIiAn6TVXWwEnoY5jRI+cUHRagJC/lThK1l2xGJGRn8wIoU/Vz8C5EpptzkRSQYyL9kwjWZWUkbctXkJVctONUDaBxZSiXQmGc2FxKxr9V6ZP0mVC1xJxew5dr67sTpOUC4HdwEvVSfVgNzfpGBlt08KPGzRtky1Xmj9gYWGM1asXsDzpsGrVApaWltGHHps2bcL1O7ZjeXkZS0tLGC202Guv9dixYwlEwOL2RRy834FwzqHrOix3HUIMOODA/dH3ElrT9x1AhNWrVqPrJljqpBJTFwJWr1qDdRvWYzKZYGlpGaHvse+++4jXQYzo+x5bt23HwQfuj67r0XUd+q5H5Cjx/CEi9GHue7wj48lP/nXc95cegAZOQpUAqejJtr9Syg3WxyDh46QCr5G8SubaGE5LPyIiu/Rvtq2vEJZnvPeKtolBxxQD+59e28ady0SUhUtZ22yuOiK0o1YEYmZN9C7WW6vI2ng/uLmsCyG3KVlwHYhkM2R4MHeSRoklvTMz0IWAkXNQxyJYXmkOkOSsrKGAKQFsfqZU+p3Fq4tBiJMeXeiQ0hsX7Uz5Jk1Rjpn8lgkfB6RGjAFd32N5SazpVknM9vsYIxoj1AID6pnVdQG9ehBI36kBizW9wVT+tajPEyc9ehAmGrZm5AZHyWcV+gjvlfQNIYWLCbEivwl9ADugUc95CpQ8mm1NMqWoVW90q3ZnyVyJSPogIhkLvCXt1vZa8Q8myDhpvCSL9QWRBQK7KFUemdGqdW6Ge1I5OXs3CClERBIiqb9LuwKplU+SY8I8YsDD8GYzDpe3S/tb0b+yaAvxRYCErTnNmRMcSAk67wjReXgf0fgIvo2RR/e9/z3wy6fcWyt4UhrfSdZVImG8MJJqf9Y3ZHPYEjB3ohaVJIwSdIgMWqkBBeTN7MZ5jiREtPhlMnYREvEuVxuuAUXjMFyQ8llJtnGyJmcilEQXUuKzKTyFnFYTFK8/yzs4u54WDwFSstRkiDLkzELKVvK0SeMXyDpcknGG9ykfnwqBxfLlgi0JCmTuzekTOx8QnQsMCZeNJrNx0pUseXXbNIOcdyab2npBIEzCEqB6Y7fcYXmyjNZ7+MarDhxU9Mzr20zYoL0vW7zL9Xnq+zQs9LswPV6n7jGoOAtWxwrAhGzHTvP+Zfmz9FoERJfv+wDXynO53qtsC82xlXPVpbdnxps0KM2Yq/vM4L0UfT89B28B3LZWsFsAzjn8yv/3BBVIZEztvfcm3OXQQwBAqwIBgCaUdkZAOKlsEyIih4HykaUzhQkUiMkykic1J4a58VqOHrYwuxTSIUmnkQVFJXZcdOi6AM/KZiqbHSInSwhT1DzNQjBEnYSAeCQZ6R5CSDkJ0qLJam0ip0XJHOIUy20WICMvqOgCWTyRyCx5VAJ5wmR5EaPxKtmYnYcnu6u8C8vjkEvX28IkXjcm5MQQJQ+BbrgE81iIEt6VcjIgkTX2iAQgBoZrxL3ZERBdROjlfTNnwdeII1I2nYC0+DDsGSkx/EWBtXwzkKQ/UatvWaLapnK0xSEix0PrfZI1zNniwCkHjbVPbqekE0n1KtYFhb3ktpIcAaPBJlFx28TZJ52q+Yukmtb6tWtxzCGHIxKDdYP1jYdrRPCNLIoHkbx3NsGCkcI4BCKGxRjBXR6fJvg6KseyjNEgi4DMyanNJ3EtOpaFUM73sZhxwJTcwhMgXWrKlT1yqhYk+7qQ5QEyv81jRxabRvfGLMSbUs2aJwwwTwnGwKKky2oSeAuJYpcCbSJks1Bn/yYCXCNJbiUaUNfuvPtb7yCXvXaITqptOMeiIDqGVSjrezFgGFFPpGW5wWj02Jq1a8AhghbEQ2j1mtVpTd2wdi26VavQhx7eERbaEUZrRyAirFtYg4XxAsCMrmngR60ojQBWr16FwFG9hQKcc1i7bg0mfYcQIvrJMtq2wcLCAkJYwOrVHbqux6pVC7IuaSXN0XiEpm3hnJc9dBRSIskQAoLr8bgHPASf/vq/4fLNV++q9+8Q2He//bFxr730k45c59M4YRUeZV7pWNY138LOTBgnGoOc19w/mdCRf0QNDxe3eedI85UJ4WPexKz7aoQUjPDe6/4T0ceQ5o4pYzFG9RbwaEctAAkTMhd68XwVy3ujHoqNeu56TcjtnUukBQBY2fio90shqGq+9V7Onyx3AISwsNw13aQTD5Woc0NDI6Ple9P7RFX6LNzJvGfMoAXIWmCkioM8oygOeZ3y6hEZe2GoOOg9oq6djgEiDU0VImYymWB5cVk8npXcd5ofI/YWXqfeCr2Qqn3XSQiaKixR0xZIDiQxUAkp4mDrrq3dYEaYdFlW8T7JEcassSYEtxBhNB5w6q3NEIe2tjAEsFT3yZXQCK1W6EyKWWREYlUckao+BTVCxMhwrjCCqVePiwA7sbKDzAtKZUGTmXRtd75N82aeMqjSj3p1SkoGG7vp/aonkIVol0h7RxK0dqJ4mYJqZ6lc5slBBXXYvhSjXLMH4JnRGDl6Cyt2u4PHnPVwwBF8jLjLofvh4EP3g1c5JOqcsnFLkMTkABKxWe6cM54+KGXnYi8uRZNdYFeiayJ3GOrgn5V0RNuLVW7pRVhJiZ9NjrDfWgS5yhqkAs60d7Q9RCYji/EypbCnKo8rtj6re6mqWOo7u6zIQ+yH/ZfFqcJrTvcJe76BdyuMNJmSiew7I7JNLqMIh0I/K54pqEeh5YYyw4BU53SZwNFlqe+lyre0Kc/XSDFPFWa0bSPJv3sxVgVI1EjjPCKJMT+pXDuZP9OGKS7fzUBXsxeAnLOofH+QtjuvHvz2vZJClteMtV9S/RenqQvsXYKKPHqWAoKSodDkYDPCiK7IWf7WtdD6ylE2ljrbLgudWKpzxqS331K4w5FHxx59NNasXp2tYd7jIb/8wETm2PE0SHSSOefhXQtmJVkgwlnoO9mIIHHiYJ0s3gaiLiXGUDY6WJBVDCKIS7qxrizWdyonL2XXR9YN2b41N7VG3UVtENtGKxZ+ZOUoauAcla6B0m4kS1NeCOWKvS4gMQlb1j+2cLIxJqlSnAg4quLoQsiaHBeamHWVWl7UM8mEPJtAtnBFFRQKhS9CkkZavoNoORyI4JwIMyHqc6YFI78XaZMlKNeywx7ies7ifQUdI4kR197IVWlyck9HTirHEYE0USUBuZqD/o4ZiAQjgRMjTORhFabSxlou8JSrjzD6vDGpcJI1Urlh1BbIFZz2g5JyXsIZdmuXrthjOOqgu+DgvfYF+qDvOuLhx9wHC76F8w7teIRVq1dpskcS8kit3o5cSjxNup55rznWTBgaIK8hZjEDOCUtZVYLKakiyFAriRNhHnn/kqsgjdnklTi4D9JwI0IhjORj0+2zYZ1CSxyEdIrQtcbBUwNCAKOR3+h9Elllm6YJXGkpyBUdk1il06kUrGYaN91OZpikRNMPQ2J5My9VW3OzFcEUcEhkkD6wiwR4cUtOIW3qSSpfZZJ/SHSJJb9pPCa9JH60xNeOHCaTCUZti3Y0Sv2CELHQCJnjxqtS2E7TtqC2AUfGpJtgNBJvAkneKGFoq1YvoA0jUR7DQhJsGmrQeI/xgoTGxKhpKNUrodfwYSuwkKqBar/90jH3xFcv+487DXlUhk5ZUQkdHGnvsjEp8i2lcURWQc/JNSxnWZJlCuIlKQ+wfVLIit48Zcw4ontuzwFtYSyyMCpR+CkRmKl0OTmVQxw6NWKlSUyynjl774DmwlLPEhLTVrR93gxDQYkpTbrcRxmD5JCIC3IE9moY66VyWTNqlegqiCNVMFIuIg1VN88pC52zaFWVbIRAZSF0Y9R1KEYEnXuN90q4qXd0yCQUs+VlEyKoDwGT5QmWlpbQTSYAOfHOtop4UZ7BxP4QI0Lfo+t69VAUpT2EiL4LRXL9CN+0cI2OF5V1CEheYf2k1zVF5B7JYRRFOdW+NpLXFBn47J3OBIQghIsj0upuQmo6JQKbpilkGAbgUHqYRvUSgAcIcm7qJyWIWIUqk7l8KsRiY5CTwgbk9AIyN/ToYAmXMtdCLk6F/ZhirJ4gVm03zRGYnJ4NKynaKO0FWf7K/1cZUo9YLjip0CvzQORXmSOpHRwzeXcr4r4POhFwhDb2SRHMZEn2rKOkR6i8yVIsxqX8GwLbenlwHZNzod/MkUcLhTxJLIQUwrszEAArCJCawlP3URmBmtIvJH/HQNK3kqHKvhjoJLPyVFkaPstF5ecp0cLGUJIftNcKGcjuxZx1gqjrrKN8TkmKMBiOs1en6Z47Bef7DEgTfTYCWb2grDNHTt6A1ssMTQpt3oxkupeuUyHCe3MZsBnNmWwBUooQB/WgUjJePFxN35Wql13fzzzcXK9ayuPOvAuzDAyUhnWyZyivCWjRAp/W2bKPQqGrssT6qdhnvSLNjEUfZ6OMy2ua6decK2NC0zqV3IK1v+AqtWJpOSb0N2ZQuAVxuyaPVi0sYP26XPKRGfjvj3okDjpg/5TPIQgFKC/KNqWCuAkhqsCsi2VQAT3FsMpgcIUgFrsIj5iDdu3FkQ4ZTfgIIC0OpLHoiVEgKRvf91GrSbiUGC2wJKUEFwPaFjJTYmwzIxJFr0j3TjoYSYkVg7nGMQsFnxe5iNBPwJASvzn8RO+k1cxkUQlp0sVofafWHJeXE3iJnWc2LxinHlYOzD0IUZM2IiUYlDWeknuzbGDiburIqVBCWtlCbsVRKBTnXUHzaBJwrdCRXcvz9HekQhBZnpehcGDEk3mFARgkcZPwm5h2TNZJzxDvoRxyJxPfIcf25xLlQyGITHHXhJXmKm+CC+ebab9njy1zfyUAzpMmGiVs2Gsj1q5di23bts1OoIpbFG3T4ICN++T1AYzH/dJDcerRJwLbJcZ7qZsAqig4T5L4uGkQYkTTjlIiUXKkG4leSTcz3zQ6j2S8WWJUg3MOjYbZlsJ56K2Sjs1NseiT92lIyXIRs2BXPEcKn9jJ/jTLz2TyRjUtEEV4l7lyV85D3Vxzcn1KZIsJ6uZBka2kWUAoG5HEyWS1KTZ+GiyTgHqQ5sfTjZtMzqWkvCdVgpRwN6IpXV9elBHsUI8vTtySvki9ofOUcrvEWObO0zVZhbZuMhHFWqsyJaHEO9V+tV2MFOqYhDy9n9ccHKQElCjpUj2pbSVHliXwJxDIe8S+T4qP9149MgiWTFyqu/WpY9OKShrC4R1idMk75s4C3ZE1QbNLxRIEErIeksJCaf9y5JAqtoLTGmD7C5CVG6kCZQlWY7Hv6V1szDIVLQKsKpfNd5ljDo0mVA/qYQSmNAdtQqTwFWS5IYQs8HqYZ3VEFyNGbQsOQS2jARQinOY6ajT0veeI5dhr1TKgWZD1cDl06EIvY67x6KNWBFJCJ3LuE5v+YRJEdmscZMRpYgwLWwNSf3ryOp86jNpG6IiY841MJiKnWPGPYR4MOafrOywrcbS8tARAktmWczr0PXhxB3pNMC9JtTstt83SXyAsT5bBSuKaR5cnQheCeHHpy5WKi07OTXIOgwJSKOnCwoLkXAISwShhFEqueQ/XEJgiJp3IHuQ9goZQknNoRi3akXh/GWmX37/kbexDEENE69A2rRpExYOKwdqXLo1l0r3Lpeq/WWayV2lVf6cJBijRmUUpe58yNq3allnjLcwmogiTpJyAW0KUKM0faPts8ysV/1IxNjkRXvKfmOdGcAQXIwIJU2lkYwi3jbBde17JIs/F/M/KJ+sa4ex/zBo+JL+ZyaNWwEjaobeL9mnmEYolyvzH8vV35xkGSxqQ84baOcWVjKAYMgHl5+KebI0UCmAwvjgTUXaBZE7j4rzUAsj4dTR892SOBvq7Yq+3axjBIL7cNJAny/MtoiE7RhTtyx2Q+iEWYXVZ5yM1XGVyjJHHa/amgebZUf0JkEiRNLYpETTkPMg1M68zeYFBkmJPlidpblhUjeT31LD3tsWo8SnnJ8Ap0is/mq59Jj+p7GNpQ5JMmQgencfIuSulDyQpftdbiG8hP2tfD4y1nO6c5ogdSd5SMZNukkPZa1Ls9LJljER1CaBM1pbvh5BDfrl4J/ad6YuzM/Lmxe2KPGqaYXPvd9IJeOLjHps2GovJ5gjAZ7fjENh0lbwJkC4HgRE5FNWGxDrHwgRJRS9IyJVXZaXvpaqaa7wKxTJJPFrE2Mum5RlspYcgfznSLbOwesUQxAXaC8MpCy4X1kSkBXyA8kAiiRhsFSdikMngCI5l0x6vGmNxx3b4ZjVChIa2BcQuwDcM3zJGnjDp1aemULJMKZPFKar8JfmcYoiDxdoYZu8lbMu5Jv0GJBOHoxFvEgcqQgyh8S3IsQpyKh45oGmAhoAJEbzPoXi20Um5eukYsx6ZYsOWxQyA+o/BOcC5Jj3bTPeqwueaRgTdONhhpMoIJG9JVKIPLgvNJiTEKCJr04zgHSFEHRO2B3AmMmVvJsQyjps8GD4tMKZnSh4IEYLJEZpmjEaJMgkDIDRNiyf96q9i06ZNuOQjl8w+ZMXNinZqfbrbgXfBnzzrd9UqzkkgdX1EuzBGHwLgXSqjzIQUcsodoR0XArBIvWkIOlIXYKfkQG/hGW5IpCpZEvpeCYK84eYY+yiEtSxQKR+IipRIE9f+z4VQg9ktysa1g5M0bGxkavamY5YcZX2QdreNR0QOdUnzmLIgaJuuK6z4kaUyJBFSIk+9vaAM3WceuPKylIeUD4USvFtgVX3U6iPFRih9V0IemeCbwrquZLOVE8/bhAjvxE68E9xQCIjabxRJE8uaoGYXiOKtpu+MTe71UvZalCWfBV19g10IYguJEZGQ3kHXWx0pOdt7j4W2GVjN+kmXlHYTPsmREJRWbt6uoQST5EHatXJwR4E5eUD7lpoiXDSxLzpG1dNGqhOqwYJEvrGQZGfCIRcEBkdYNbVy77aQLbn9VIg4SSU1tdboOeIp3DY531YSoFWBtAZPzxkjVUIEHInCLiFx4q3TUQBz4S0Ug1qF1Ws2WvljklyIQFZeVJnjGLUyENIemFpuixoBLQjRuaFncH4jOi5VMAwAPDSfkcgkDUSJiQHYdv0i/JoGkSI67tTrlzVXmSRGpV5CLvrQgdGDGg3LjRPETkj9GBmh67GwbVsiL/od27Ft6zYsLy1hvNBiYWGMLVu247rrrsWaNauxsDAGEbBq7Rosbr0GV/3X1di4aSPGC2N43yA0Y7CWjeZV6/T9m3e5zsMY0bRS6p5DBE+EOIpBSCnXejCCKoAxyVMyXyO8DSeW/Um8vFR2Uc9JhoR5hK6H8y2aNJ6Lcaj5W2Qsm+cVa+hQuVjLS3MEjBZWDd6crTsp0bjKtzEE/P/Z+7dY3bYtvw/6td77GN8357rsvU/VOfucOuWqcl1sY4ytJMaYOFwUnBglKFakhEQy4hKEiIgsBAoWCsHigQghQCAEggfEAxJC4iXwAFJ44CHiImIHycJ2bMXluKrscp2qfVtrzvldxui9Nx5aa32Mb661T21XTvnU2fY4OnutNef3jUsfvffW2r/9279dl5Xemj9rcWHsreQu/OuYy8GMjPOCVR6kHOvINTvdHzQRbvPHagBHZeu+NkpTXBNn1dWWaZSJ+vi2/sNnHhl4ZD5ycvDN4o5+U3KlWMLdGt0Abpe6bzPb+BkwKJ58GRUR3I656rZvDOhxR8Ycwsp71Oc9R7BJ7NobqzViwJGklejU/GUDAUT8sAPHbX/u3DgR8TxqXRgT0Wl5AxMG2LMDGePnOW2aPfYMfvYvec7Nn4k5fMsSjXdmp+hDXye+A9vYx/lCw/J95ZtxvcfTIzkljoeDdbcMIKSHHq7HNx5b56kQHSJvBaiVnBuPj9cY3mGjhl8kQl1XbkgJfgSgU6YJ7Y2nx7ej4+W+FNJHfiTb98y3sC+x309lco1G+2IuhbasnE9ntHffVw/bPbwDBjKA7t3Ijetu4/glL1WDUJFpKZOSkzaw+Tb2kOYe+O66visi9AG+FU2sTuqITpA96Shp/+06fmTAo5cv7vkf/ff+1TGZLMtkhs2MiBm37IKMEYgN38wNGb7J5OKlHz3Ta3NAIVEo7iQXo2Zmd34l0QWSrGhfOT9VprlRDkdSKRSsJKnkzLKct2nji8Q23mSUvx7ih+aktNoomsn5PZNujyYG4tW9PnY8XKH1hdZXWwwpe3e2Tl3PXK5e/pFnpunVKFFJXpoVwNNyXTgcd0AP5pASndkkuSh1gB/Jxr1VarZ6brAAtdEQhLYscF2c4ZBHS+mUZGSpIuiNQ5siuRn90TtHGfupM3ubXltU7ogqSM8D1Y8OIDcZ26iBVsCFyR3NG05zjKfNBWGpQHUGUIlNvHmJXWwokf/DaLYaQubdO6ttbX83mqNdRNyhGci5G6FUMllmNi9f/LtOJ01CyYWpFNa12rimAzlNlg2QZqLdaXLj/v52k3//+MEe/+c/+79gyrfChFu3FcY6FrESTMQ0zYZXo8YAOLcz0/FAumamMhnQ4GVsxrqx70ZnNFEllwlFSbmxLm04FgHC5Lyj6Ca7l8EE2jnPujNWw8GTkQ9E3KHPZWKtC12SyX08G4tBe5c2jOHoHOiG+7Zdu+zqxENYcbu+nbORU9mV1FqrbqlCq4rQyVMZTIfevdxl51yZfp2zAfNMCICb8xrXeb/R3ztFIfJr71reccR2fi2pA8m6z/mGg5LQbqBhf0fM0wCZaSoQ701tLi3aRpDV9tRn0ubM+J406hmDiu9OVO91E0dfG81vPadpvLsIyoYDkpw5UZuV4uzQRwsKs4EeHotPU+Ha+2DWdgcPajcmyN398Uvb4H5dD8Gdd2d3AfStqtrnpb1D6ziYveuKBTTNu2wdDgfrRpOizLlu4B1b8sKCqA6u4fMc1ARj4HYHc7a9IlNKHh1CY/8Q2JpiqPGoNrOt7iMI2q10SlOyRIjuMuLefljd9kdjDoCKAwqimPVWJBez3UAdAbgHLCVD3bqq2fOYDlt0jEyTPbZpijVoxp4OJoGRBDuq1sXWmC8NbcWSQckWcu8NVrGx2o+jgjjTqnlA1Wqlrivrstj9Stp0lFCkm290vVw4n068efOWt2/fcLmemb0Tz5s3b7mcL5xe3FFmW5f39/dcLmfefPEWEeH+/o6cJ0TOBthOiWk1lpBOBebifpXSa2LVSvXguIoix0zSiZ4S19bIuUFqxujqiiwLuUyUuSBJWNvK+rQAaQQ/SEYrREZCkjCXmXx4YXOrO4BNBMum/ZnLVsInXalt9fnrjG9x1l0K1uxeAGcLCrsnywT1Do/G1Mp5e0eRTBRkNJdIzoSXHXgURx7dlP39ur5T725/3M9UB4tCDysqB4z4GRp1hZ6tc29RHSUsvxOAc10rkKl5Au1MUR7aGImkAc5goFqZi4G1ffvFSEJpsE4cDFaGvtd2UWIj/P43J8FY3BlSdKzzvgdEgs37niA/BN0N4K182bFnlQzG5m/yjgJAen6Ehuu+w9f+GntQaQAFuhEG9p+NZxjjnTqtqtvnThZr016m4rHx7T2LpNtOuM+uXddbpnocx+lAnsymX5dljEWUBlcH/udp4jAfeTqfxnezJJcCScM3+PZ3fgzEGYijxHjb/1WVX/mVX+aTTz7hcr6wrtVKmJ2J9MEHr/nOT3ybj7/zbarH0CFybfj1HjTbknIRq4r7aNmTlzdjhEkPJO8UmVIeMdv75tTz8QUr3Y+UbZft884TuvXuNDSObA81m998THeNGGK+O8NzuyZDwsKOBBWqdNO8bYmU+o3P/9tx/I4Fj/7Mn/6X+ODVa6OPlQLJhETB26I7LN21s7aogbTJoYj519rRrBTJwz2P4Mccncx8gGm27Jp4qyutlbp0yjxZnX1riKgZMkcIG8pk6ooeCFhvCaNECniGL4nXYkuiuyNtqPgtUr0BRH5vacuEHw531pXIHUJJ1jHpVCvzYfasS0f7ypxX2rpwvVzsObU7KBGBYXOB1DQcQtXOsiz0emZKR5+8DoC4cGpo/Qw2jYhpZiisqdPWK9ozKZgD3QQeJa/oOhk4JsnGpzu05OhtlF2klPwZTT9EduNgHdIa5TDjsCDRClVDn4G9lhP2d2d5GcjVXDA027vUI4hRy3vzbm9D28Gch9BmEt8QWtsWuDnWEZhKxPd2zVTMAZYdDbtWUk4jsxMbcgonPAnSne2mGSajtbcmDva5k5IyrZvY2jwdyHNxFpUDbZgwZ2QI9h1a/v7xgzn+zD/zL/CHf/4/CERAKMzT5AKnzw24mIiesxkpYvpd5yt5ykxYOUB08kFMODt5CYd1FJHRDhnYHKJeEfUyW/++tSO2QwMk8OAuBYBqN3ZrR9XKyCKTo8jOaO3+Hn6j7MrhdPvFcIbUmQi7FvDAKPfYj5JD1Ltb2YLZWI+Zbs5OrURXSuveVcfziWcKgtk0zjcCjs2pSBmilW50uoxs2A1NW4MevM9d6hgngFQa9AnrvNl8f3JP2YEwsRdnd7Pr3rJNlJ3TmKDm5x1Fgu21jfstBT6P+908f3VHlpsjwMx9EBONIXYxw+Y/u/5IaNPFZU3vaAPU48/T9WQaXtMEHsD31pm9tGitlX/qH/xjvJoO/L//3b/E1/2QtAtkhu5LHyXae/Q1qP7Fy5FCnHhtW9Y6DZ9Bd6KZ7z/2yY7dRcwOFnM8g20WwFHyzngayZ20AZWbHlIsaGPhBZhFyrv4MOaLgwdts4fvc8g3BtG2r5IKfV2NHLArg0lYEi2F2x7ntSvZYzqjCjraZdjeTGgbYg0nugWC3X0eyWLCsFbHb6VbawBM294Vvklrlb52al1Zl5X1eqWdFyvvkh1I4etzWs588dlnfPbpZ3z22ec8vH3LdVlMjDwJn376KXfHI3en4ygpnueJ63XhfLkgXVlevmSaD6QykaeJkjN3Ly2REBpSFAedzyfIk/lnzmb0FW2+mAitra4LFGXAmdYh113jgpwoDui0YBXuxsNKWcvY0O09Wplm10YSD8zemY6uq8WOleJJQ4Paupcqy9ivm8DaTSsq7FzX5vpsQm9QyjRKvps2OCRSnsjTVjoaneTGHNRh/YZRSqSh26lgDNYVlxbIo6Pg/hz7ADI5GFJyQafN9//hH+5bpFhFpseqXsJssYnFDYIwj3bAbiXc7g8RDPXqD/zXkbgJViQ+ZnnbtEYplxlIJEf8oe/Mk/c+gYiJGqtJRrz/M1FzcLPV3pwDtlInS9LriDG+7BixAgF8PrPJv+n31K+zn3/2Tmz+h8B8gDeejPPvtNRp62K2JBie6Fh377vuSOZ1S0TAvjR+29l6bxZ/x9iokrKtl+zrvnflfLkwe5m7D+Y+mqVr59/5y3957K3NqzLa2rwZx8ZEXdfV9OxK4eXLl9RaWa6LJ1IK8zQZSSJB7tYlTe1VWWWQ26pbts5zwCh8PuiarLQ6J+Z5Mv+5RCn+/pGE5/ZKYl/Hq1TYCafIxgje+9spm8ZkNCTJJXx1ofZllOHa+nm/VR/rZeQLbZ+/LFfWttJoaOpM94V/9r/wJ/nX//f/l9Fh+Qd5/I4Aj/7oH/6H+If+0B+0GmoS8+HAd775sWcHQt9CWZar6w65ERnT07NMu3rSoe7eOv2QHFyI2kaQbvoL4Is+Gf2w10ZdG9rNEHYHHFKIVYvQxpzYnIGmOxHCFAKKaSR9Y6Ptq2uI+P2XMnl2K0CK5E5QZCDNeWxNxsYAvsn1K3WtaM6IrhS9orXS1oVeF8+MRBCWoDd3BgHaWOC9razLhVavQ8YprtHWOia5jYEt0o5S14Vpms1DUyUoq4SxzNkYYIv9THujVehBxcfBqFrxVAMSHZpavM8QIVSkNSsLdAAGUXI2x7ertQcWsrGjIvOq4fB6gJgUYTXRS5Q8ORvA69JH+R9Rj+/vzt91DzBmRFCym4pb9mKgw2kLfundW5E7BXV3aiIYkNh8vCxJjYZIBKKa/Jd2vVyKCYFjZYjRElizor06Q++HT5H+UT8+fPGKP/un/mvD6P70t36C1/cvGO8fIURbY2Ft8C/jczpADl9TbDpaIQ6LB3F22gA19nubAaHsgpGmW9lQ/HhcOXwUB2i321J3VLZTjfk4fs847/ZTfL9yJ1L3t2JfaP7x5mtFRFzcz84gWLang3UM7N1qSVu35ADpxt7bcnNAyrWSerfvmaihgTutWplo93UbTRJUfexjPYvTo8UZFLGXj4tudaKCsWbCC9i7ELL/iUQ4H/mmbSht+TrTgcg+b+cxfDBtSYO023uG7xgglIyLJw9wVD0YVDXq+ti3/D20tt2TbHtW6C8ZYyR2vm2sst9HjfIPB73soSwJELeIOOtSIU2TZSx9DAK4s05tjaenJ0rKTPl3hAvy234kyaRUELLRjdzltN9twXzrICWRUyFn0xwKx7WURl2tK1hLFXKANDKYIAk8iE3jPRmTzN5qHh1xEqVYwmxNsYbND4qsceuWaEoeQAzWEXipUPZ1pAzmiRiIBJvTvpnH3YJ2zUd6u1kHAYkR94I77brTCvM5l8REtHEQw5jmzkLSCLY8GdRiLY7QdutaEzPe91Wtzj4SoauX2NbqTMHdnuiP1FunL9Z5sK6VvqzIUqGtZGd0KQygu9fKenrik+/9Op988ilv3rzh9PRErZVpnmkon50/5Zv5myRP6DftnE7C6iWiT48PJFHuemeahL42Vp8LeXImmnbSNKGCdacrjTyZ3EJocJpPJM5OrOZTSUKdQWvBM0QDmZwLoWVme28EozEH3YHstsGJJGsWgzcsQTY3C6AHCLjZpY1NaYzxLt3/vW2FIwlACMUHiTRtXS/9/erQoHOQJCfvIhUBoX/b9/9bRixEh8LRiUtcMyWrg1L23vf7rWQoUZKuavdgmUGSyqiS+mEeMoAgIMZfQVO2tuOjDNzWn+0fGSLJ4GvHTJu47w9rbabhVa0S4ng4Ms3TABtjPW83cntfI9ZWfS8o/o6wcSzEnc23n28e2B7Ajke6Oeeu5Cr2j9vb6jcO+3u7GMs2d8ez9C0RLeBMrBqjBrhGXSoe94XGjgNAqtZcY3c3wZyTbnHY/k6CMTbmq/tke5BXRJin2cCnXafLfQwjssW/A5APezL8KLddOQ0douhmGQQEMJbUL/2NX/JrbD4su/Moyk9859uUUljXlR//5o8P3cXz+cLj4yO1VtZaN1BWxORLPHaSFO+4swEv24tO4WONZ3SxfPdPcykktXmPxClux/35EcBa6CFvL96sezDE4tFTTqYZWZU0p9273GIAsCqVsNMpiemm9RVNAQzanKiqQ1fM9E2NvNGk0mr3Trjv3PYP5Pi77rm9uL/nP/aP/BF3TO1Bf+6nf4af/u53fdInjscjtXngq2oGncjKq9FI3DjYgHk2bGSO7VrqHw8jEQZnfEj8PPEz1THxezdKnwLDIw7gBhhhQyxO4pqxMRqCH5sGPolM9yMj4h2+SjGByR5C1OFEdt+QTRk+NIwGctwqXVfvxpHIrCS9UutCrZVaF4KlZE5rB62oFnvkWmm4poLdLbU1rucLshO7NuAhkbqiriMUu2/3AVZ3ALVXB3025DcCVitJMfAkqbFnFMt2tdYH7dcCGmfnqAlhmgA0zHOmaaU1C35Gvbq6uOIwZp45QchSRlCDKmlLX1owSiDmWwAYL3YT3gsdIQf1fJO1DTqcZMbmqDEP/AjdCnOSmwNXdt6kbMHejdGxaWklDgVJnkH2OZdGJC4+zs0Ngc0zWyI2X37u536WP/JH/sP8W//Wn/s7Xq9/rx5/6j/5T3KY5vHvF4c7/tBP/8Ku5ebOUYRRV929g99wukTGdrM5MG78BjgqtgV1tu4WSSDnrbOSl1XdGt3IXsVe5A7QM8do+5nu/h37WWQKw6CqAxGxzLe5un3Znzvmuku37kGOALolZTdufQSSxLklkXZjqaqhyXkTZ273u8MtFNSd2OhcqdrpbefcjOBge2f+mvzZmjvN+2jQb38IL+zH6tkAbNHO+Nfe2d0VCo7fROATGfKxX42L4SD6u5muccWbcZTxi8GGZJe/F/t3SuPBttvG3764A+uBcTzNYMYmIXfTh+ouOGz7KwwQUWRz9gVQobi4ZW110LRPpzPXy5WnpxOt/b0Dam/ly/Z/H9n4LaNTnzhz1JNmxjT1phStGFsudF7iu8kYvQHQjtkZjjo6hEyti42LuycDEqoHCF07aQdCh1B/CiBnrPc65pEFS7rbXzaR4X3wZlNbt+zsCG5k4FxyMzfFy8B1oKzhp6gHDMkBhh7n7858C8DIFpvty77wAwgY89vQ6I1Zp/b9LqYVpMlO3tcKU9v2g10wpl3RpUIz4KgvK9RGbv4ytFNrY70urJcry/VCfXjDJ7/xG3zx+RecTieWZbH9D2HVTu0rvVWufdu7ujZaa+ScWa5XlsNs8grVPlNrNUb8PNPWirbGdDwgKRlruzS0F3IvO41PxvtgUlIR97fy0G0UtQA1i3XaswSY7Ruhz68SAbUDoxozXW7GfASL+7IjnD22Mw6DndR9LxYxyQefzxHgJzOW4EF0T4lIGG7CBbEOgJQGmy+NciADW6PpQuidEmGC+9FR+gb2mJLtq6PZzpj7cvssfouSDHTqycb4h30Ur+iI5MGwAWYQxpofLosnx235ybADFovYikoCrfahp7UXIx9BO4z5Mf5NlJAyjHzEanuwwj/6fY8NXIDoTKEK3UsZ0/PvK0NMPk6/Wb+9n8RoWKTSjcRwc56O0vBNgyTq1Qy+fsXkJkB8v+ns/bfoBBkPqD7mfceIjnWXAE0ZnL0qu/+n0JrSbSxGzOK3GvthCzJBADCyrdfW22C7Rynf8KPiPL1zOZ3563/939uSIAEo+3vrqtzd3XF/f+fAjFDXyvl85vXrVwMkevXqpTXcWFZev35180yn08ljMEuGb8+6fSaec++vhQ/L+Nzz2bJ9r2TTgoyYOMrwxyeffdk+o7e/vxlvxriZDQLRblpH3XQfsyeHUk4cjofRpTMArPD3YtFsfqntU6NLuerw4vfj8e7z/uCO33bw6Pf+ws8aGubZqFcvX/KP/if+GKhS0mx01qamc0Nkzd0JdhAh2lvGxOz0QeczYbvb9oAWi7ur5i+hNzO86s5ukvBY3LETdwIGCmHGOGVv79rcHVfrimTFVX4vXmJlJWy+yAighxFwtlZRF1kTtoxGt9YqhDuvXsZlVGyh12qlAa36eHi3EuyZWocmjdQbrRqLyER41Sm1HVJDUqE3H9deaVohF8vCuGGsy4LkTUjQnlT8fv0WJcrzouwjAC3f/bO1Nmz+3kqafRE7s2IUEaZRjmfPXbxlI8YqaM18y2QOtVGDK0tXo9bHe/P4T8JxCW9SLMtqVCndKNkOHuVki3gfIIazAGxd2FCjGvaNRTE2Ix8Hfzw8uWbvPUDJ2PBTMvaVRs2rzw3UWumio42y+uaAOAtFQFyANHSWsmR7JtR1K+zvJoCqZM+M/fRP/yTLcvn74NGXHD/z8Xf5+MMf2xkX4T/7H/8T3M3Hsfnb++1IidIR+xyEgeij7DHYcnhgNcLxmBcRKPkPk2dr1bv+mpMbHmdcY2cI9s7PuA702+qwcYT9insdIeUzAGxcCzN0KSYywF6te3zHWZLDUIs7e2xLXBLITkNtWMRtv8aDgebi8uMxFQtM2bLQNw/oJ03jXehgHAnh8dozb6U7up1EOyMDOjpwWiiz6STtHdc4596j2N7L/vR7R0PinZo36I6VC+6O/zLOvbVf1WeXir1kF8SMx9SxF1nwFDe3BQYb8Kb7UfByWxc63Y3rAMWEkTSQ5FpSTce+t4EU5nTHfy3QNLZpBNxvH584P51MwLeUd5pgfF2PfamWNXi4dWTjjey1WMJpjBWbUiYnY9ztnWft+3WkXjqLnwNPRFgyKnlgY4GsBZDLugzwSNquTLRk19CLREnaNrBxvC/42flihO/sz75z8u3P+Ez4V/7Yqlt33LGwdHR9kiTQu9nLbow47R28BCLkBcwj805szqJJ7q9ZyXu38lYfM1q3RF00DHTwqdWK9c4I6YEO0TGwqzHKe0OdeUTvZNfm0N5plyvL04nzk83/py8+4fNPPuV0PrGuK82D8tCAzGC6SboaqEcaDOIpZ+pqHdpErmi9UHtjuSxUlHk+sN4v9N64007OhbWHVlq3bj653XQBkrFJZdTZZ+pAGrgIv2ENBrUEcsRuSoixiyIJGH6PiJh2pY/VezBx/06OxTDWg0X9xrC42WfNaSMjQxNGcYmG3doY5Z2y6ZEMYFQEkvqO39ER9LsvJjLilthzAwxRn8NdzJaHuPPY/fQWJDU/3OZySp1nsMMP5Zgm23tbgKpJrCJDbETwMQhQwJLfQO/O2GjefXMZzW1ygupVEsW7cQJo69tc8L1qgEn7+RDrPoAKhnn70iN87eGJDGeHnd+gdGnj8zeejHpXUdswfC3EPbL9qaHdFglot11jXrZRPTN+rFbNoq6/2EXIqbguDsN/ioqGjQm39zH3P7v1KwaAJc++o5um5Ihpdg+9lTEFuCkEw33Epb1zvV4HENh2OkXd98VaGw+PD3zvb3+PaZro3djFwZ7KpXA5X/jZn/8FPvrow1GmdT5f+Pyzz/nOT3yb4/EI2Dt4ejKqZej8MQCT8OVMbD5FXJS2NRmffg5Mj+qV9yApsn1xS7DtQKDQMbNrb15TnCouFSqTMU/81W7JZtknLv2d9wbN7LTkxGEq9K60p5MtJNERf+/L1DcTbHHiePIxhzZ/+7fz+IF6bvd3R2vFuvvZf/6f/6d58eLe1NjBBLCwtp4jszSQYnNwW2uefY2SDneYfAOzCWIG1SOHXU1+YtSMOnretZqIYYBHIf652ouY5plcPMhw50OH67GjsfqkKCXTkqJS6ZrJGM1cSTTLfxhbShmLqNWKtm509BTAx9aSfgMMujkeQQNX5Xq9gnYzSrKNk9AHm6phm3DqynI5G4igdYzNYZo4Hu+py0Ke7gxVJQ3Hkl7J2TbNEF4zECk2E0PSW7OuaLFoQ4AwNkpzji2jH5RHmdwgaUccDLR33yxr4eUQAtxPL93I2CJDFW1YZ4Niiv7hmxggEyCLs6V2gZ+VJUY+yPUM1Bhcoq6xVJs72NHhxgEplV09apSEGR0yNlki4zr2dnF9Ah+MZ5TgJInubKBNN8LdW426cXEnzErtTHDOMmzNN4heO10rUiZrU6w254TmDvyuFawzHP5+6ZodJWc+evmavSX9Z/+Rf5w//g/8R4dTGUxFAwvhueeyzxbZbz1rPTJzO0ThS44wLLJ30JJn29kci97snUoyJascXWB2gM0I0Z4F/WFgxB3vyA4+f6QI3IJeHadqu2xGBJSjDFdM26f7egyEJNZ57AXRHnlkQnYCpXHOcCb7GrSrzdFRDWfcg8hRV7vtheOZI/CUNN5OJzol7v4vXr6H7zHYejetMgVuu81sQdAzx3O/T9kT7OYH7sMpQmVP4477TSm5bRnwwAYKYc7ojVLDhifcBFI7t9nvdbtGvFejoAcl+t0SvC7ibNN2O9vd8VQJ1oiDAs/Erje6v59Vrc2uSGKeZ3NEl4XHhwdabdzd33F/f883PvqIV/cveDg98XU+Wm8b0yoCNX8/kWQR8U4wIlZSAl4G645sSvSUyBJi2pYskZ2uSDTgSCm5oLH5P3Zse4Yt6lh7MnyVSE4gBhiqlt0a91OMQOVmthIipRFwBaCAhrBxH/7aFhVux3DS478RSDk4b7qTuDPtAVBT19zayiVizwMrHYpnEg96xF396HrVnV1jL8rK00YAm7bGLLla+VpdV9pqfkTCX485cuiyosviySqgdeqycn164untA49vH3h6eODNZ7/O27dvqaxj/SpAMwZ9IXFdzqwY+33m4CUqma5wvSykfGFZKpfTld47y/VK1c7hcGC9vBzg1jTPZv+7+ZZSGprzFsCOFwCtW8mSVX5U2ursThItV6Y1I6qUAlImS4jt35qGb7QDjsYe7zbv+5tGO5WX0Nptxbl9WuwmjqRMAapWS9753I5gODqkxfWX9xRCyW4+219u73v/+30AmrJggNV+IHVM2/hOziFFkUlpSz7+sI8s2Vt+dxMMFizuEqG6EH3ejX2rDZmEer36mmw2R6p1uKuhgZUKU5mZpsnL3ABP+Jqv7aCqr+WbRhRuOwaL8EuC/v1hMce7wEEAUHHeTh1z53mJ0TV0ezrOtrFegGHl0ijPBBnMGi/Llo30oP12ft7YfD9CX8j22dv1AwFibMcG3sfPxRhJz3S6jKCwbazBNiW9O3+DaSXibNKu4F0tY4XkOfO3fuVX+eSTT61Daq201lnrSvMytYinv/3tb/PixT0PDw/8xHd/gnVdUVVev37FL//S3+R4d/SukQbG5GxyHCmn0SW3FCOLrNPW5dPAViFn82tar9RavZFEcnukw/9D7dm2kEzeXd9jYLexe/57je/6x25KWcNHjucXwet4hremmAZyE3VyCCNuPF8uTPOMiFjSoKk1eslpEBbi3HEP46IRkhAAlYw51SOJ4p0wv6pm2G/1+PcFHj1/GX/yH//j/KH/wO+zxxKQIszHg4Eba0Vyti5RU2FdrfuOSdd48KDWol0kWc1f6B35wDlcZGPoiyd5mcU2ETq4AbOuW4XrcsbEKdkyfruJs1yv5OaTkV3wgNMu/WWGoO2UZvJcEJlIqbgIoAFN2QO12p0lpY21rdAqoolpspK14bC1TlqvtBYZvjQAtCgbEzHnM7LjJQmaMq1PJFl90+r0WrlenzhfHrFsvyGQpWRKOoLMNmY1+65mIn/dF9402dRfFu8+J9k2qVSh9medBRzkmCaPZTshfdC6gHSkdUou1HqxEkXM2JY0kbNwXYwtAx2RYtmu3rzW2p9JG02x+l4XZmW2+uBemzkWasykYZjCgLeOpkS9XpmCftmUulhZX20rx+PBuqqJIGoaEqHlEI9pU05NcNs7QKh4GYB7CpJMw0FygV4pZR4lZMaMCzZKIuWCK3nau2ug0odmQE7GjJtQa5XdOorY81brJqI0egKh23sSm6/RTcruO5sIqDb7+d+DR3q2R/3st38X/9N/8b+9gQfKAEf3jvSgm/ombYYIhvCjb+qbz7gDG76Cb6jAWgqzGmXesAEZzniHLevJM0ecNICKcItuNAT8sGW9c3a3W/X1/f6bzA5YXtfOYQqQJe7a7+jGIAdr9PZ83bsQJb+WeKnA9jkhgBlV8RKECEplXHPvBEozrToV2QWLBIpzC76gqFbn+GwAyw1rhy3DFVpiAebunToDzHVLNW2jvI1vWa1z3rDZe1Dn/YcxT9k5Ce/9EPG/50fkZsNRGsHLzf25LXoGINv0DifkmdONbpNYxLPr6sFYJjrFxYlCIHwDyRj6BJGASCIsy8Lr16959fo18zzxn/4jf4yf/s5P8D/5P/7vvu84/agfkSwCG9a0y/Tm3SxZW6WkbCCGJmOBuFAvQMqFvtoEq7WNBhY5Z9a1octKmSbmaSLn5EAhzPM89JPEg7PWO+18Jotwf3fc9jmwsifvECYSpQhWWj97Oe9Ieniwrr7eI6jZWrObv2bBZ+y723y7baWMj5GM+dnV1p0Qe6SVJC3r1X0sYyBFCazYxcc9QCJpcrZQXCs6c1k5uhG9vKNcUzSFvpGX769XWlu5Xhcu1yvLdXGdG5hSZkqJjFiScK1o7bTa0XXlernw9PaBt1+85e0Xbzi9fcvj0wMXnpzPKVQqK5VE5qhHQFmpnFkwWHeispIoyJK59AtP9cLERPVuVitX6ieN4+FIW1Zc3xq9MxmIaZ3QaaaVMhhuMdYG+mesw1zyHUWguZyCA0/74LyIMOUMSVxfeHuHGknH96yFAebos6DsPUffITHPy3hFxH0lK4OJ5ibRkTSeK8rUOtBXF9R2jb2QUhiSFrtz729+Y+Bs/xYEMp7Q3OtnbUGl3U8ekZZ6kPe+Nul/t4/WquubWflTdf8WYk5syYxgTC7ni8dgzf/vMZIq6mLH5MPoSldKpq4mqZAlSnDtvQ+2fQCL+NocpZpG5X9v+fY+0O8WqL/3d37Oror0QpOL4w3ut2PJlL/6//t3+IN/6A+4rTOfXTD/MNtJ/YQOaCHGVtpdL0gLjHI0Ruyo7l9srOA4ne2fFvv4M/PcHtvem9jswPAv4nPdozPdGuTEu9yfN+53nmdA+Vt/81dZlsX02Hq/+ex1ufDZZ59T18o8T4gkjndH5j5xOp159eolL1++4Hg88o2PPrJnyYlvfOMjK1evlfsX93z40QcGYh+sq19rzYg1Eu84fITM8XhgKsVYyy6iDQyAqXnTgi6gPVkVh4NQ+47dXZ1NFzZhN69t5KxDozmf87sAkvuchknI0CKy320OvsXn2ZIUwIoleiMZE7FhIFumDWcYR7DQEbNTJVvlTQpCwZatYXfxwfCN+wseo1Un+d7mAGf7TfbXfz/Hbxk8+vnf/TP86f/SfxHAMh7eWk/C8VZMpFDZOjz4Qqo1NtZMTztj71pBxqQIATrxF2nXNaE/cRqYOs1Xbtr+ZgeclusCLCyrgqzW3tYD/rqsI1CvrdGqokGHVnt10eY0RJStpldN0LJMpDQjYoyj3myC2SIAyVaP2GplXa+krhzKTOdpdF3qGnW0VjzdmhIldCmpdxirm0Pk96LYwss5BGltoFUrdTmzXs+I2P2aY5VhTkiv9FZdWNDFNj1IFhGu5wuq1Z7RF3bvUUveSc0WYVP1rgYCtTLNh0FlHHNVgG71t5KTl4e51oIvJCLDKdZZZirJS4MMUe40altd68felb3D/XJy9L4b0yqlgolK29w4nReTrGrZHYXVMobOv+6t0bsLoie26kFh0N9t6Dex4TCkNh/NOZlmq2WuV+tQYONgBtgYT0KZMrMY66y2ah1aIhsoLmQaYzccc3XWkwFJtdqGU6aCMfKsHNHWhQMJvvEojbIqpQmHtt+A/t45/g9/5n9ogJ5YR7Ii2edu95p+Zy06sLk/Bgj5JcfIPKhSnMLfmmxG5yvoGjQvFYqCLQMpuA2A2Jy5m+vvnNUBcsitc7KBCubcqHrph+4/sB29xxySARxtJ9uyIAEWhQbABrKGs7PBJ7ITUr0BmGTb20VgOsyjo2YY2s0H20CnppsBvU3SxV5t9xGaecH+3I9blILoLgUZ79ueTR0UsbnSEYqJwe3G3p5hOLt0MulmSCPTNsZI94PvZQ/IGNv9nY73PYCsCKoHOkVAd8+dTtMTvBmZ3TthfDZKYIOLFOV9++Apmk8wNPz0BkML1pGMzcv+/eLFHSKZp6cnPv30c96+feC73/0uh+ORnAwyaXqbQf36HgmhYCUNGTAHcrR1drvSWqN20KqIdJIoSRqSE9NhMpF5iTUSAJSVYFdpVFWyuhCquqBx7egAU5yhrbuF95scg0ny5fCmJTumya67eubX13ecQ5KwXK/M82z7QYLWzAlNpdCXlWVZrXw1CamYPga901djbjdlsEoAC/S6FYGKQvF7rF5icV033Yq+Ns5PJ1SVebZAZl1W057oSvXyrTIl75+h1mBDG9LhdDpzPp05n09cLxfzebuSpsIhF+ZcrOtlVxOwvi605crp4cTp7SPnNw+c3zzydDpx5czCBZzbcaVxpQGV7n17C1PAwoADNHR6X/icJ1J94p47jtw5K7Bw0jPtYj7INE3klFiuV1StTGnyrH4p2YOVzDTN1oSkQ1+FqquxKxKEHqh0hdbo60LHWEtdvPl5gCRiej45ZUjJSthIVia326+yOLtXrGvxPvgfUg/PQPf3AUfx81EhzQZYioMOxkbBksZp8916sucZ14xMPQ6E6qbdtb/O0PCJ/ygWHDo7b9+Agvi8rx1NkNJWvvXDPnL2zshD48mEy6OzXfLgtmsfvmpOiZKs5bpo7A2NtbuQR68oZWMXNfUYq7NcF8pUrKNjKgYmy/u1/cDMjdZq4u27vSe+8xwk2vvk8bsMXE4nfuWX/yY/9ws/y5s3bzifTzy+eWTKmQ8//ABJiV/5lb/Fz/zsz/Dq1UsP7nfvGbeBQ5crysx2QOGYK/vkWGIDbWScLSXvBs7G0tsf0fGt+/wNIGOeGMx0Ee/c5TZ8NHTq7puIxcStWpxRWx8sdm3GAu6t8xf+wl9EvTztuizM08yP//iP8b3v/ToffuMDvvXxj/PBhx/y4v6e+TChCtfrwunpxPF45P7+juPxwN3dHZ9//jklZ453dxwO1sF7KoXXH7wmlckE5Fez9/PxwLe+/S3+9t/8VT7+zsfc3d+NuD3lzPl8Jpdipbd3R1Dl8fGJX/+NT/jGj32DVjsLxkDKvj91CeZb2AQb2iQJSdHtT2PCDEBve8c61rQGoDXe2b6DsQ65lvh5691xiXcZi9v7t6PME0nEyvm7VfgE2SXnzDRllkgK7Rrc7OdbALCREOyk0RwiHlC0k9/DtPxBHV8ZPPrX/rv/8qASosKUC9PsYqjNAudWTfwYCWfBBPRKyqYVIgaIrMti7TIlkxUvRRge1Cg/V/BuDoFA6gj0ci6j/nws9GQ/j64OCizLSq2NXBgZidZ0bAbJki22YPF2ew68SFIDJtSvbUgHkreW9KqM7NcwfAJZJsC6thWE3q4s/cr12ijZOpflnEmSjQbdg3kEiAwdD+22IXSiztap107B0m4Zg94qfb3S2zK6pkmyDGKSycvCnGaqCdWFlAs5GXvKum6AaEEkDKFNxNYM9UY6NAYiLCnbz6OE0FHvEHbOJGMKyC64QUa9bbDBRJy6mA08uq4LkbNPeXKj3+lNWdaF3BLlCGmSIS6LDRviGUBVMVesGcLc2jq27+waSimF3gc7cUCJ3dfmcsRp7iSEYODq7cKzawOsi3WlM8Q8gkA3aBIdA5OPbVw0AnD8/l0svXWaKmjQSKtnZ426H8YmJ2X1jDBqDtrUw1P219Usm/AzP/VT/Mv/0r/I//h/+b/+qkv+R+74r/9Tf4o/9LO/B3DQQuFuPtBcSyHh6yrAbSJA3+QRwef9AFUdbMD2ieiWxW6Tho2Qss1FB4Pe4yOKebloh6oY0Over7JpoT13kMb9sQNndgBSdNeIiwyj6B/cgvsdfGHiBa7/EeDAe+5XNsBoe774QBrABxpaEZBL8v3CRncusiUWti/4v4NdFT+T3e+ePX84VWLA8TjZs+cbbXfZxirerapYF5++uOO1lYdZeYzYS92VES5rM+aN32iKGr6kEB1RnoE64924rdhUgdWHX3akMQk8zYc1jb2IAJnecyQRA0hhADH7MrmYqqOjzH4c3daGi9GDmSFq+jhZbj4bcQbJioSDoRWZPbwsyMB3+KVf/iUulys5Z16+esnx7s6AI3Umr27dcf5eOQKkM9Z9zAd7v8WTANVBz+b6fMas3TRmNq0Hs2X7YLp5h1gd8+f2sOXsZZMbujPsY2h2jIApCfv9ZP8g4USTIE8ZVqUl1y2Ji/nMDQaGMUHyyI52gqFRyLmztkq9VqZemPIUWxR16A1ZQqsUu8/sv9eO281YW5aNNb+1GzulWZk91UuJarMOtebJIKqsl5WcEq0tXK9XL8GAh7ef+F5pbIs5WwKnXlee6pmnqszTzPEwM3n3pM8+/Zy3n73herlyvVy8pKLzBQ80bK1Ek/RiHhoriZmDM5EKjc4XPCJkXvKSC1cWlIXGiSfuWZiZOTA5N1+orXO5XimnE9fFWl3XJdFmKyfqU0GnhugB8krOE8tq7LCeVlpKxszJiZQt26+t0efKfDxCE6qsnrwSJCdyLpYIRJy1dstcgf0+b8+sYs8sO2bkFmbb5+p7S+492+77YxJIJY/GKyb+350x4DbgmcDxlwEXoQGlu9UZoNHo5MW2H2vvro0CgZI9t5M2nJtf/1VA29/uw3xXtxlyu4fY86cByqaUoCTT/kplaMGEP5xS4nCYPaBdqIvwpMphnijThDFQLckbFQzpPWxpM9c69obf9BncF0tJSIdCXZwx6A1k1t45n0+8efOGzz/7jPlu4i//xV/ier7wwevXvHj5kp/+6e+gKrbuX0+kHdvpprpAYk9891DSLbs0RXXJe/Zf7zTZd4y1VrcysPeNh72TNFh7ORmbLkAmm1vJR6Tz+PDIv/1v/39ptY+SwpyMiXo+nwdw/Pt//+9jnidO5zOX85VpnviJn/g2b754iyS4XC/knDgeD7x89ZLHpxP3DlSty8rp6UTrjTIVPvjgA07nM7/47/4i3/z4m3zw4QdczxdevXpFXa3krUwWNxtDzRhXgPla4U+paSXFWFtn0InD8cg0TdzfH3m6WIybsmmIBaki/CQb37BtOxsbfrUnclS4LXX8PomsLSm6Mb1LSm6XmgGvHg+mbLI7oytyvHvYSCm3k4IkwlQy8zzTzlYtJbs1Mvxe1fH1Td9QKVnomrbnTqDvWWM/qOMrg0cfvH5lN+WMCjNSLhDtQXG46ZubIf75TQBStFmLd8GAmB3jSLIBEZJwKm4EUeax1t45lEIQukouRhsdDnoa5RHDoQ1fQsf0gbhPsQWXRJHUhtVKgpcvROe1hiS7XiqC6IXWs1PvxBhLXZga0DxI865w1trYnOnejYW0kpjKxHyYyZMrSbwTscX9YeVJGllid+67Mlx+1YFCJum8fHHP48Mjko25UuvC4+MbA8pkGgBgV0WTLz7EACaxh1cM3TQigC1sbXgWwvScSknItHWFqbhyv2vvpAhmRwmive9aK+tSQTJ5tuxal05tq9EPc2a9GugXdZ+J6FTgImYeqKWgEBoCNEA90yAPZX41gEtsk+/dGWuuoxU6N7HZB4AUoJJ2hexOdDNdiQDYfPjNkRYDzOI8kZGPuvvxasXb1yYTp+zrO3k2Qk/G9d4RUaLaze6xQzpgZeTiwF2waBxwrd1ZNlZv/sEHr7/qcv+ROv7Vf+6/AgK/7yd/Nx++eA1sm2yHrX1wbFAujKddrQNHlPTplikce9r7HBgdmwkDZ9L4d3Qtsj3Njv273zFqkgfr9os4OcEQEtkMoIhlLbvafoXcagXIHlyIv4/s2dghXSPM95DnBgwHS95jb3Z3hyDOmtxALh2/205l9xXn081RZQO9RuZM0uZI7E8AY7zGGAdwNO45nvmW9RPtxuNdb8CRLdbRZcbLgsIhsL0a3yO3pEAaIsYbyB9leyG8KuN9hh+0jaeMEbJ2zYHzPh/vmzEc73D/XmQ4G9sY3Q5blCyPzOUOcNwP8WAxtehadZvtNBQomF7BCtjGV1FrP90FugEXvSktwWeffk6SzIv7e3IpzIeDdVZRvGOTrbef/vg7/Av/xD/N//b/+q/zdT1uoJewDV2jYpWYMMkp71mE1pXIXnftnE9nAA6HeZw1QKK9rkvMcbN34nbffR2XAnDoz8Si2QfrtxlT6wiUR2lvHH0/Efz5jHli6nx9zDsh3IDwt8CddB8HiXum+75mPqIxvaMpSodube5tjnXuDgfy0FBz/8g784oHe7RG8xKKtVoXNMm2flrr9GpdzbJrbC7LwsPjI8fDHarK5XIdorHr5TKA/4TN9+ju1lxrqrdGXVcScH488emnn/Hmi7dotZ8vdeHCFXWgCHYaTDB+ImSHiMxnUSYO3HG4v+dyajSMidRQFpRGpSG85IBIprbO+Xy1LP+UmeaZIomlXJ15NJkO5t2CtgNtnuk55lKyZG8uJDXR4+xzMyFcTmemQ2PSA5qzfd5LXlIWY92rjg5j4IEykMvW4TfmhL1+Hf9HwwQ7QBQBkmz2RJ1xZnORbV6P5jdsreGTB9/pGXj0fM6P5eOf97sMtyE+S7wnfeYfCBbsCcOfDEZXBMJhtW4t1Q/n2GvrjByLgEqCEQv484/17p0fYdh/A2+ctZeFPM80KTRVlutCa415nm08nQwQTMRbLEbZD3bsIdIqkbyyMfZ3FhCe2P3VZbV7yRnttn+adISy1srlfOWjD15xuVy5nC68uH+BpMzxeM8HH3xASnnMz5hzcDtHt5+x2ydNIykA+SFOyDa3wv8aieMdexKwcveb63nVhs/Frp1c8tjv3rx5y2/8xies62pgQ7UE8/VydvDCxraUwnx/P2KcYNWdns7cv7jn5etXHA8HXr56xfV65Xw+cz5f+NbH36T1zrJceXx85LPPvyB7DPH48MhU8i7Kt86U892Mdms0FevdCB1bk5kRb+XMJMJhnpm8Mineo/ZOmQvVtfusqYaROazEOLnm0a0PFE5irRseYHp0Dmbj+lJq74yxC32f48bH2oFH7jcmbzfZn4FK492nNPTzwoWLd3OT7HUfOmfzk66LS9mgrhMsSLd0Q3iRspubo0TWXogxoLLscI8f/PGVwSPL4uI34xs4+8BBBngzHCI1ep5GBjclJME0H0zvSIy9Eu9HRKAUpHdom5PRu9GvwwHqXlYRFFUFd7RguGKO7lqr22i9F8HDNvAy4oHka96ezRt0uYFoeAdukhYSbWS0TG8kWft5TYSglSTTdIpME15bvS6LbbrqpS65mLGJEE9NFvEm+HJ0X3087Pw2gXOZxsZatcHhFaV9gQDrdcF0ChR0YrleOR4z0Oy9qGL1pha8qYkh+PgaFbyrjKCudhuH2iwgS8UyEFGnKeOdJBOYlK39qs2ZTJdE7SvaO9OUSCWjDmR1rL50BKQ+58JhC2q0OHgUcr5DgyYcnzQuytQyXQ0VNmBb6QKrC8AtayJNM6My2QNG6+SXPVDu5jDmjHHtdbchCqjRFdMuOxzzzI60M5xeDpltw+zdEWvia3qz6XTtZOk0Kb7nBcKeIeVRghTBQnbB79aga9sCE/hN98kf1eM/8nv/ACBDjFl9fenoWx0MHnc+ZNPiCJB0q16K/YOdbdHx8/FDH/PubJ2b9qS784RzM9bvTc27IpJpvY7rRcZTREgqN1VOqvZcwfTBja27UL7GlHBSdq7OzqjJ/mG3fYbt8/G0ARDtP7zdzn5Mtrn+fIqNcWRzoG8Chfi+vO/b23V1PxDjDnwvFNiAutv7s8pyAgO5AfniEUwPQYceXgigPsNj3Ofb5tB4NF+r49MDnPPv+aj1AKWRUaYUDkU4l7dXVGfRPhvT3Sd3E+vZd93tHwBRH87V8NHdno+ERHzv2akieAjbg2CMYcXaYft5tRuY35oOXZiSC/NhZp6nYSd68/mNZbc/ePGS/9Dv/oV3nvPrdNwGvltAkDTdvPYAPXJO1nzKP9u6lX1sJVdhanbOIzxbrwwHfgTHEgGXvbca5cw7H2zvj8c+p7vsLdwGUrfHNmniG5uHaD+z5FW0XVbfgyUQ292F+0gmxmQNbcfeGtX9p1Kyz79mHW3V/IhUivldtVLXhbquLiaXDWxZrVuUtubahInL0xNffPIZh/s7SnQ1u65cliu6LhawZPdz1UsH1karnbY2mjYWXamt8fjFWz75/Asez0+kDto7q65caYiXq22+VpQuJyYyysTK2dlJkJmYpheUu3u4LtAmH6dkZWQYgHRkZjWUHqkNUkW95D2nxJQyuVhA1uaZ3o2p0VuHkk0yIBcvlU7W3AUhqREs6Z26Gnsre7m8aXe4zWnGRFtrHSWEwTzvCjnmjcTrHRvymIbqvjetodGCdD9JtwjQfV//U7Z5Teo0v7fxcy+5Gv6l+1kZTzQ4KCkiAywfjZDdt4imGDjT5JYBvK3zm9KVxK4Nvd273C7TH8oxGDUEK9aetVf3U4k4bgP1Ni0pi69G/rqbT1W8NLLqhK7WNKG1zlQmC5oD2A5mW7x34cbG7zwDKx9lu9exlY2/m49e63qThNrYt/Z+g+lzd39Pr32Ieb958zB0avLwIfe+zjZekYSxuCRigOQ+wV73IrZbe/mSnM3s/xdkMNysccFW3nY+nUwepFk7d/XY6Hq+jlK0Tz/9nN/49U9Y60rxDHOtjVpXSk6jIcXLVy85zDOHw4FSsnezFj795FNji80zh8PssWSm1kpdK2WakFpJd0fO5zNPj0+srn0UJcrFz2Xgvj1wSmkAhVFNE4OxL8VLSZBcmOaJMlnyzpIZljSfCG2wzR6qd7drzWLnmyTH8E927xy3uWMmy7su5veLiWS384xrqdteGXMlbO87nv/Otxv7QsSxWeg9DVwlOn/a+E0+X8Xtr2lDDxAiSrYFssvj3D6QS+z4v/7AH/o9/JW/9Iucz9fv87B/58dXBo/iliSiFpGNwi4CKZHLPD6JWkDQulpHq+ydDyRxOB64PJ7e74A41dpqCaMbRgg/Tw5Q2Ue3DZotQ2y/8Y3FhLSmqdBbpTUlOc16XxYSTli8YHUnK2nHpHqSoderRZkpW7mdhrEhezCa3NE2sEijfbpaWVmtC62uozZc22QTYuf2qXkkPuH2FsbL1xoOHFnnpSSmpdOcJqxdqI+fkXPifF6p69Xr2suN4etNndLrYtUpeXexaGvrrVyzt1MWgWptGqM0McpCkmft435SsJnCuPqEVyk0g95QhJKKbcCiVhIUCH440cHA8NHpXUklOvDtl8lW6jOU9/EFXjJajSVkDCAb15Yyta6stXFXIksPgpVNZiDNk9HaiYAynBd5FtRt8w0JixqZkXiP7kB1BsAm/hQ9eclfLAFJzp4zRD9loXm3FY8wSJIoEQzGWsD0BEhKbx5MjCzfe5gHX5NjkDtkM8z2CyV1X0/BfBwx1C5IUnNibf0/O7c7fUNcj+i+GKVeDMdjgNJpM2zjfG5FRJ6dN2VaXRExw2AttMVasO7uZWTSZZ+x6uPUgoz7u9k39sjHzQ/sOxpOmQtEDgdXxm/8fvXGwduX1A32it/M7a4lA9cZdPgA3n1vGMY3kImdA7AH2nQHkohg0mZ4sfGz68Z3ZGfVt0A2zu3r0jU3JG5V3nmC8Qxb62a28d5/pyS0th0CszkQ4x9xdwEk7X8xxhhf5xKe9e6U/hTvgHv7q3kmb/duxvvTzcnyv3F75tt9IilEy/FYO8VBhZQs+dF2jnWtldPTiamYAOThcDDAQ2RoKiFj13w2p7+eh0i+Ya4hG6NaI6DEfI8kCcmFHI6OMsSdI6PrZyU+IE75H9lvka1keqzhCIDCv0jjNNt+KGPNjCXtSTLdb2b9WWCFbh1e4pzxuzCuPkei2QkBHsWa9nFIYkLMxUubaB5Axv7qF+it08U68eJlT7159zTJZgu101tlXVfWZTW724S2GgjSWkObWmfJJJyeTrz94g359GTaTJLQ1lkvF3qtg+EStoSu9KVSe0OrJzpbY1kW3j6dePN05tQug6nR6VSEcL3rDetIMVCpQC70NhmbmwRSkOmAHO7Qcib1OyY5mDRA71QWVjon786mmh3wMSHxelkoKbEm044sORmLy/037WplXyXDrBSxpGDGExZOQ+9RotGaSyFYRh8YGjetVtbaxrw2wNjY6K3Z9SUb4Bddn6L8KWhqqiY4Xltlurvb5tnOBliy95nGHDEvPahV2ZgKJaMpJCrcexTzJy0RZPMxlzQY3vh6ipbzgDe3sdKULWmyDx3dpnnlwy2ghMclP3zBbANTsruUOu5VPVlvC86YD+Hc5JRHp2KJxahK6/ZspRTT4Ox7/yqszM7OhP3ci2HFvtPZm8/Nnx/+2/5/cUIGyDI6L2I+TTRrWNeV8/nE/f09fTUw9XI+8zd/5W/x9u1bF8D2KGB3W/YIIdy/+UjPRZhtFPdOm8U9EnoHw9YzYlqz9yEHYy/ge9/7dSQl6lq5XhcHURK9N0opXC5nq35IwuFgbJ8yTwgLd97V7HicmeaZly9fkHPm/v7OteYyvXcT/r9cmOfJ4zuYdOLu7o5aq8+BTi5bNzTtnXW1jnVlmmxsPVkfz1VK4Xh/JGUrcRwM+pvyrWCp5aGB5UG868N2onOnOtvIhsbi69ZdEoFNo3EAMGoJWQkDNPzL93mHW+z0ZcfWtCbWRrzarflLctLC8L13Pv42FYJxlcZMCcmTIErUWpmmiWmaOB4PXM46GmdZ1+xg6fbxXFMp3kXerhGfMfDI5uwf/iN/gF/+pV/94YFHxoQIZ9mRPPNAyNNESp1cilHX6+rOUee6WoeK0pVpUkoxBoUBDRv1bWwebkzKVKh1BTY6qrGIrK5vAxRl0Ff3AZwdNknneeK6QK1XclKnbVuWJJWJrGrZFHcMhnK/vwzSAXAAqWVyOzIX8Vh1c2fCGeoarV6NXNzbyros1PW63WTvdG87mASqGjCGBhDGZvSAWlerX+2dhJCLjcm6VOa5UPJET8q1Q5JMToWcMj1aGmLdAWptJhqO0JvXy4rSU3Gwxd9zs+cvpZC9TpUkdF0HgLQsC9NUXBNpQ3dHh5V0GEBdtL9ETUCv48ZVQFQG5hPdVCTmXLzbrrRmOkOpCNa5AN9MvAOTqjs0MChlJUO3jKMkL7lBkJw43r0Y3Tq2avvd/HFQobvz6lrqvoFEcBaBngwHeZs+OzaE2gYWG1zKMsTWemm0ZSekKMkcSEkmSpmyZyk2+nby+meCibaFCL4GTKQ4xtwEVJUX9/c8nU5fac3/qBzxDvbBj9tlq/vtMpzOCLJi+4LNMHyZEQktINvDm4nY406MZ0bwOavdANjxvVgLt5HWcFaDgTAyprsP2fbqP3Oa855tSdtFaP6XVKKTYtzGLRCw74gT9vU9HxvnvMGhFKzsjmH03vl8nHdnaKOUcs/usn18Ayq0u1ZeSv692NP397AxllQ2ptAYg52zyg4EifmweQDG6JG8E8YUNj0s2yHGz2V3kbiXbW2HY7PtHZoCGAjAbZuPt/nMncccjjNepmwDNxzkG85XBOJx8v0bELb7uQls9td9961taZeYDx5cKeRqDJAUGgROyw8WVmtbaeDlcuXh8YH1fOHu9SteffDK9j2361FKsrv43xNHzoVc5jEPJYVm1u0EFi/xj4SOTUkFtUChOSC0rQUbz6xmO3OUCchWXrKZpeZ/po3BSgRlexBUiCjJgA2FSEZElh1gB3ihBhqErta2ZpQQlO+9kVO2+dLVbVcwj3Sw2OZpZkqJWFstklQIJWU0K2CdRzUlWrVAuNVGX62sjaywgHqZ+XJdWa+LJdqW6uU0BuPQlbpaE43LZaG6lsc0TxyPR6Zc6K1Z2Rux5Dww9Ur9cNqrg0e1KxV1CexIlyX3na0Mo9JYiaI1gEQiUzG/TfqBSCp1KbQ80cqEHI7M9fUmiH16onKmceFExQAdS4BZfG5i4No7VvBmDJJ1XVm8NGJdGtNsSUbpnZIzs2LeUu+eONTxrrUUTwKYpEMASL13em2si+05WQTJaiX0qvRUh08aNpDdGLyrg2M6pjEXA/C29/Cse6SaRthN0jHKdTB7HKXKEVBq7y5Cbu+ta2dKZTS7GMGhbKyZMpWbrfS5HYzEgumr9q0leUnknpkUK9/9IR8aYBF7QN8D9OZlh1G67yBjLpl6XS04DWOhoV9ntn7VxNqtpHI6TEP0t2k3JltONyVzcS/7P4Eb2zx8NG6TYwbABBhRqK2yrst4JwZOFC4X6xx20crj4xOtNc7nC7/2a78OwGeffMa6rtTWnb+wWU27jm4xR4BHjv/t3/7YQx3QkCRkKbb2mpW2alcen06mHeVVGtfrQtVGzoW/9tf++khmGhC98uLF/QBcLpcLH3/7Y37u53+W+TBTch5leXf3d9wdD6Ri9vjN518Mtkt3rVoD0c4G3jh7CMHYwfmVaRI78Gk2xeb/WhtPD4/Uas2nYlyGj9Itvj8cD86QstLH7GWAikJ2woazlYxB5PbBtfqy77dl8nb2PaDeNEpUob3H/9z8HtMc+i0eYQsJfSI23CHZG7c91H8nUHI2Zvl7ysdjYkgy+wWw1JVpytaN0Blm58sVScI0z3z00Y/xNn3Bw+Nbjzn7cD57tfjDWH4Hq8Zy0G0wa7AKra0I5wfvaH115pHqeDHDLRfriCHEQhJIzg7JJojY5eTZnU6TSkyDujbTc5kmC6IlOW15t5G4YZFcSFkoQ7ixh/80FmkpebTcpK0DfUxZaF4DaR2Rtu478+FgWj4KQxwyZ4QDl+vVDFs62jV1ewG1VqZSvKzKnKTkugQmstxBzFFK8x1VOut6NSS2rSidtVfQirbK3d09tevQUAogIPvmEpp/gjAVc2gkK5fTE3PJZBUzfN4iNiUDk6b5YO8tuRNWTVU/pQYUF742xyQDvQllnsgpkydTukfbRu/Vrd5URFwZfmKeZmpLXirlQUiaRsCQp+LUykSv1rIzJ3cW1dhpA11vHVVjRiUMte+9u/6RtcJNSSit0EVoohQXvDXmu9OU8V2+m0gbkbltzeeVOxZePgYygCHrGifMSWlrH/TJcDLMkQjDZUG9IEZdr4uPTxqMmCGA3A1QHKiGb1LiG6uxmzJIGYyhkq27cISm0eI5+6asYvNZAFHvMoMBjCmXoRUnIrx+/Yo/+9/6b/Kv/Pf/Bx7wfT2ONP77JRukz0nFtpiUZatpF3HW2zPGjh/BwsMd0izWAKDrM0c04vjEM/Dj9s+4He0bwLFns0TL0oFNxByRzXmK0oztEIjuk2ujlGmwDiRvAWiwAsJp/K0cPZ5NN6HjLfDcO3w++f26BvRkilh5RO9K6jauiIwx0N53Y7P93H63096xnxBMqI1t9p6bdraqioLsWIZeIiw40LLPGu0AnsH6Yg8abZ+LVs377mgRQOw7wETQGU8X2eydelNsKh6/K0vqJoP77HxxHd29yJxuKcwRFIRDO+ZMgqiHjHbJ4xxA8VP2uhrrICcKmbUZAKDaLamQE+tqreWvy8rT6cTDwwOPjw+IJD7+4OVWDjLeKWxC4PaoX2dWZBxWKuSZxiD87N6dzTGnwe9KtBWGboekyRdg24HPrqXSdSS/BnjU3Hl3ZkVr3ZIk3rQheUAY9zJYhrv7jmYgSNyTjgTH/t6DUQQOjMmWra7e0EG7Ug67lsuyX7dbAJhypvetbIO2scWjXCABa/NGKi4PYJ1tV1pt1NSoucJl5fJ05vT4xNWF29e6cnp6gtqZ3P9crlfmaaIuC9M0cb1cWC7WbGORxPl8ZpbwMZv7CN2YYq7TmFJmqZVlWYxlkxJaMkvDFYkatpKs/L0hVITq+5fpUAkrwqUnmhbffRIiM3XKXBFaKug8o/PBGGod0gWgsVCZSHaveaJL4dob08GAqFZNh1NaZa3VSty0M89X7g8Td8cJEeUwH0lNnXFUqW5PFMxnXit9bmg1hjnF5JUhwD42oN/BhdoqaRVSii5bfQBAw9yx+TqIyQGU+PvOjgN0EzzdTVZLHjY19lrJxZJsvr9r76Zd6b5rZPxbC+DITmZsb2dI+fprqq6fF/f55Zopql4GnfTmmqENmtLvjL0u50xSMXH+ZqLDprHm+zyCEaA3G5ZzhoM9Y3V9u66ZLkd6nogObVkgZQffcjz3TpvtPQ5IgFT7IbU9J0CZLQa7scPuz+SpeGLbSjWzM18BHt4+8vD2kQ9o/PLf+GVevXjBYZ7p/YFvf+fbfOe73+Uw31HXTs6e/MF6fmf1i++qAwD6qkjZ7nOaCvN0cDDoahU3OFDo2mC9K3/u//PnWS51gA+1VtMaWq588OGH1Fr5qZ/6XczTzHW5IsDH3/6YVDIlZ56eTgPQNABo4unpxMPbBxA43s0cD0d68655pdyMV1St5JK5XM5DEmaaJis5EweW14XWE2UqfOPHPuJ4PKKq3N3dcZhn1tWSBaYxZe/9cDgwH+ax9qfJ2EyX6xWpK9IrIbvQ+8JHr1+ZTlL4SWkDa8PmxDtOw2+53VvsmUwn0F7M80Rs+Ojbd9937Evsns+zlBJzSj6/LOER+4St6+S+jFDj9AlEHbRrNq+zyPDPpbiUimDC282aX8m6mvbRPHGYC+fTmWVZKNO8k6nxMVhXxNeWdmfoio+VpFt/8Qd8fGXwiBTtxyGQt3AazKjnzaEQYLJ681yXzYH1DdzBYhyyNoeeyGiLdczA5kkXNTE+rP0nzlaKDmiRtSqpkDVZXXYYK68V7ECeJuvK0S0zpRhaWK9qrXFlppGgJ0SsprJHQOObk3g2rLWV83k1AAkxRXVtJJlIGbQF08HrzHqlL2eW0yOglAyaCzRjCYh2tOkAIkJHqzdlXRfujnfUZTWNWDWRx6yJKRUT06qbBlMSq6W/u3tNng4sy5m6LiidMs201o0BRTWdAbyuPclwbvuYgJ4xqBUt9n41JyY5UNLMPB+Zp8K6xsLcJuro7NPN0CZvl57qFrTXWm3e+Bi32ulSDQh0MCmlgonx2b9LLhuN0rM7cZ9g99pbG9keCbrQzjFWDxJTKXb9nK0NbdOxOdVqOga5FMc1O8vSmefZWk56Jm0wRsSp50733HSXNpo7QJJmIGHs5W01tLrdUh4NdEpo1lEbvTeiJBcflYSI08jV87i1szrg1WobxhUPlb92h2zj+/zQbhpXDkUMxouVm9rPeszd1ebvPE9MkwmM0mH1kgjdG+C0AQrfT/+jN3VhyFvwaAAeggHtYEBP6FjFddyMaVNqb8xT2oD8cRU2Q7oDiSTArfG535ohGcDYlz2l6gZa5Dy0Dd6P5Ph3+m3dy8js9vd/LxzLwXgaC8GCYs2Wt5dmmXJJLv6apw3o8o18g+ft4RJ7h/YWlNtKDeIe+3h/dl/4+oSU+xinGPNgB+679MDGjtt3GrMyPLn97o2o4nsHf9zrvgRo32nObrfvxi3wI3OIbXwYgHs83vvf+Y4J5lt57abr12plXVY++PBDXr16RXLqPRh4sl8DQ5zbr/f6/gX/q//Gn+VP/8//NdfU+3odPUOdbgHX1irrYv5RSplpLhyPd3RRcjK2SkrW0SVlePt4Yl0rd8dgLagDS5CT+VWpZNfjU8CCjYSvR6moOrs3Sqx1V04wnGa9efexdgTQ5K3Yjcq721sY+5JIcuFZQbvtmQ3onvjo6gwlz6ZGEK8ijlzq8J16rwZeAdbApA0fLiVozTRVuieHrKV4o61eCvB45uGLBx4fH7leF0C5nE68+eINAPf399wdjy5O6omjuoxk5PXxwnK98ng68eHrbxB7euuNGtqbCcpsia7TdeV0udBa4/HpzGldOdNZaQiJglKAQqGSqax0ByLCInVM1+lEpeQDU7kjzwdamlmbciFxXpRTvTBPE3flAGmFfkS5UklcsZK1vjbojVc509XF1328BGhcLFjsSlbXGsmFdrzQ1tl0GQU6q5fWCWnyMpNiSS58jpJAurVWL2UyP+0Zw6Tr1vlub4/Ekwv2ok32IAK32A9SgOp+PG8Y0Hrf2lWnRCm7Es4BFLWNbWGzeLCecjbgdV2rJ91k8/nXSq/9Rj8skj3aXVvP/S/U3qF6FDnYC2LdePdaST/MY5oy9ETrq917q8i6ckidOa82ZvEMDtpGGc0oK/JzGTiWPXgV14jaacJIBNm37zCOUdq6O0ZCZnTM238+9gQN5w7pBqYAaLLvtFp5/cFr/sQ/8Y/x//g3/19MDf6RP/YP88u//DdZl5Uf+8aHXK8rf/wf+0+xLler+qi3yaBNTteYIyJmX+dp8q7LG2j/9PjEX/0rfxWRaWyrrSt1NWC79875WjneW+yUPA7Kc+GVvOa7P/ldAF5/8NoZQheOhwO/66d+ElXl7dsHrg50v3z1kuPhwDRPnC+XwWzptfP48MQ0T7z+6AOvrkgjPpi78vLFCz777HM+/vbH5Gbxo4gxy4pOiAh3SVC6dbd2vcLL9UKZCyRhravpINWJ+zTTl8rMhJ4BkicJhDfnhSz3qDwQ3aL3TPu2WwvCNl/2Pv3G7N4YgO87jNW0Mcq3o2Opsc3XlGeg9PvOFX9O0+xljZATI9EX3w0AScX8PVXrmGq2/bahRWuVIZadLGnQIiHUOrhKTMpbIigA3UmzVwDZ9Xu3SqI2IoXd/f+WPf6vdnxl8ChPE231+msg0qdDVNXrY+mgrVvGcugLbUjepq5v3aCqWnNBa4POMFCoTdwR9iXZMpYaYQO48ugWvGxA5dhUUhYgW7mWZtJkSKvkbC9LGRuAXUdIWMtR06kKB8ZQ1pwSiv1slAOroNKsi447OEKj94W2nlmXM7VerUQMo7j13pBuVL1WK/M8u2CYGqDjgV/KiePhwLV32rpQr4s7LjEQ1oY+i3I8TOj0XerT58ySEMmUaYHUmafCslxZltWFKtkhvMaUad5JLITKNAl17aRVAHvelPMmou1snukwj9jLGDZG1NZuonmqmGBqzhZkBWtL7aWJ/5k8uMs5U7Ih5gZQOovJN4beumVFJNF6BS99S0BtlYoylWKbfc50jF6dEAdBvXQPY57kVEwMsrcdKICDccnaeouxebYZ5gGwbxwi9rmwZyodFWWlW/YsVRMRVzXHWW2ubwGfwpDILEjOJJ2YUFQsC4oHsfsa/Aj4hoPULZCL7Va9BtxK5b6G2iK79IOZxxsEzqy/dzwcBmTsIDocF3FwodVOzgbGNmdaEODMM+dnGJEOz366BWCdZ4bQP+KGZpaJHp0KW6Np6J7sHNXx8Q28eA4goUrrSn4GLj0/3vurPcikUYqldi++NrcH2gLgeM7dqL8HdNCxJsZpBri0e4ZuwsBpH8T2BikPhzR58qF3haVzn6xrkdbm71/GNez/Adr4PqdupwTSbi6MZ9ksy3B098wj0ya4HfORBdtBs18WGwzZtHEVdmOg7/3sO8d70DxjfuzAmXeEIxwAi8v5+PQxTuGMxzPdTGgrK0rZgQMDtta6si6d8+XC6WQahh9+4wPu7kxfYdE6avwBm88+R+Oxh8sjwmGa+boebXQp3ZxNgBCeLaUw5XLjVAeIo77vf/D6pTmRi3UNQ4xVNGVXnkmZKmrBr7jIqHtRG0jtOi8pWzeWltx+7EFZxoZjGmw7p36sL3U/Z+s0U7JyvV7p1QL00LwyLcVO7+mmM1kw9kDptdFE6dlaTZv4dd8iN3XmVG0uDGvs79SNAREdfqIcrq3WlON8PnM6PfH09MTlckV6482bBz797FNyyqzLir4yQd/rslhDk9ZNz6aZSPn1ekW95GQboET4wh1YF9NfWmtnqZ2n05mHh0fe9qtrHM2AcY/sO809OAOO1FlHkFjorFxQurGjy4SmzGmtrCJUEbRkY7qDgeRlJi2u+UKmaWLtnS6QmvJ4XhCaaThqA61e0liQtaFUWhK0NNpSqdeFJZ8sGZcsodvcz5jvrBOd5GiIYnvrlLCEXjP9JGOeYWCY9l3nvL3ukLHUkrO/7VUbo1RVYRIu12V0ihoMlmd7o4iBSX23N4bUgvD+/XgE/argGia5GDCbs3XeCj0bqdSxAAEAAElEQVSkSaFhrPGtM6+fJ3lL7mfH8ySPMd0zIr8zmJbWuEZRqaSp75o+7ALnre5lHFti4vazlogx+2DvNA//JT43EmbPXqC477Y3gYMtk9KIJZ+Hw0E6sB9vzCArf3cNqyy8fPGC73znY378mz/GR9/6Fq8//IDz6czd3dHLfqrFJmLguCC0boD0NM1o75xOpjXUW2Ndl8GqtTExrb+3D4/80q/8bQ7HA1OZAGP0CMYwUlW+8xPf5uOPv+U6gIlaG0+PT3zx+ed861vfJE+Fy/nC09MTi5eQrbVyPl9G+RpiNqSrlYpFmVbovKYkHI4HHt68oTpwFyXOvds+XabC8e7Ael1ZVx9NB1gj/lrriqSZXA6Idu4OR1JV1qdK7gaESleLwRxQlVGO7QkKCR+MARw9f/eRcLwtSXx3jQie6JIJ1XWL1Xb+qdJAN6DoZg3Kdp2BEXyFI84THWYFRmxrMiyhuSys4Q/2Z+v/2fmeHxubyit8XOB8MNRbp5c+fIemFn/bfA0JDB0A+m/3HvPVNY8wAb1YqNojYLBF31qH5qBBa0g1ACBnq++ODUeGbkI4BV4WJDuHWrcgYLw037DRrVwEDSemewItnHf7r2mDeDmHrjTUsgv+XUt8BSjVtxdOABje8apBtGRKZHIWTBM12FKACxv2pvS2oq0CFe0Xel3odbGStSSczmdevHzFBx/ec3z5ivWy0mvjcsIAE9+4shvgejmTS+F4LNRkXQWWZaGui3f+sCyczUdnhclkSPTk7ePFg7JUMYDCM4cxtmJoZm9nezthpDWPcQ/aanTX2ZxbzOkSofWdroUYq0n9Z71XomWkpnwbi+4MjDkUkbWI8bW/hw5WoNNWNuLP7WUbvVr2sdeVXiZKlODFRWwgjHmE6S+pYh3ZAjQLOrVnltS+QpRXGnCouxpTpXGNarSxeQVS0NxNBDEas1o3vqbdnfnI/jPQ85SMRUaKjVTHKYXNAdOg7/ctYxxlCnhAcKPN9TU7qnYSiRTBj+4Akt0esv3wVkh5OBz++94braWxvwwnEdcp0Qjs987OBhjtM5Pxw3cEgcWcahOi3erG9w7SuN529i1D96WvUrdf78CT/YX3dsuWloNnu7EYn96t9e0D9pcBN0Upyxbn7U4+7nz3ewV37oKV2r0sIvnf43XJ6MBipcEZjw9dw4Oy2yM8qxXJh62MxksXfN9QPHmA4vnsZ88t49n3zu/mnMAG2PbtfrvubNCzt/I82LEL2JOp0uTZPYwSbcZEEiA69wzmzrPr9CitUC8j0tD+sHEKh1N3c2nMuAEYRQmVn8q1abInTsDYRpfLFe1wenxiWRcOxyMvXrxgPszmwKx9gK0DyFPT0kg9HL6YsWNkv55H7CVD42Wb+5G1DKdfdvvUBrTiYPJ2vtBNCmbDzcKPzK3ipc1bwKfuzPfnc/XGod3WbdgOWwoyfr7/X9gtl8pwJ79Da6Ru7PEpJXqriHZ3dk2AuXUdZ23rQqPRPImj3tbYysXc9/MxErWArF6X0aVHa6eujbYstN5Y3z7QHh6oD09cz2fWunK+LPRu+kSfP555WiEfDgiZ62K+5OtSKVqt1Con7l/cuUhttLz2hhWY/and4CBb58KyrjzUJxZWMpkkZeezdirVQG9iJ80+agpDdTNBKqhkau9cl4Wld/I0Md2ZnEImGTAzTbCsZI6WoMrZfCyEnuBaV9CGqPt+eJlZE3QxiYaXRWitUNeV9bJwEUHWFcU0IVsY1pxpakyxfaJG0rZvWOPePsqMuyo5WzLPEngm7yDODjeAUUA7rQPd/UAwDVGbuJstGkDTuLydB5cLSNl9Qx0Bq92bz+u+lWJG59wQtJXqcUbX2KgI1gZqTImwJyM54bZL9XYZRbAaayoC5d8Jx8YesvW4v+8AG25cHLYANw5BtvJ9/3eCUc6zd1S288s4V9juYYt0DwEx9pyd5b059Nm7sTjAqlMsSdFZq625n/xdP0nXxvV65Xg8Ms+zCfOXMkAViwM6IYat3YX1a+Wv/+Lf4O2bt5sgtyr5MBlo6eBRniZ+/vf+vI0habDvtFuZU3Mf4dXrVw5MQk6VOleOx8PwCeaDdUhrrdl9zpNJjuRkZWEOqrdavfImAo9tbLV377LoOr9D+FqZ5hlEqKvL93vHtt76iO8UkHRAfW+yuCwTnTJHb6Jd6XtCHFNX9wvNOpi/MYFWjLUKqhszzbmshONn77TfzJ9tBrg/J5sunt3G3m7GxnDrQz0/me43EP9zJBMHoGnXGI0euJVPsG69bNIIWzDr/s52vtAhHFh5zHmN5F8fSZWSMlNOu8YZllwl1kNXK33OVhbe1AGmwer/7fWnvjJ41L1NXEpWZ9zBOZ/Rag4biG5ZI/UxTGnbtC0g99cvkVTyAVN2k99Nqnm7rgHiizmmaTj1ugUuI1tNbOgeZEvcp4IYa0Yd4IjJGzWusZniwIURqtQMHcB4ht3EjodVE8dudaXXBXSFfqUuVwNOxJeRVpbrmfP5icPLl3Tt1OWMtkQ6mACW9o6mCiTq0pHjgZyEMok7SgvreiH3ZGVwGueOhZP8mRJJCqSt7WmYX6iomEZO6x3pM71fMXaGIhSsW0VDyVsdeDid1mrKNk+1rietde+0oeQ8UZJNsRBMEzqHw3QTUDwv6bB3H6VvsTHZpltdLCynRGoC0X03WZe27p3u0EZvUAUkM9T+RTIj85oyqjKy7yCuO8XunjzAG3MzAp5mbKTRfkHASwd8t7JNVbdgoKvNkeyI/NBQStnJECaqmRx0leQCcYrXoOMbmY6/RxCtfWMa5JTcwds2x432Cf/wH/7D/Lm/8Be4XC6/6br/UTisfNCFp9VbyA6vJOzGfm+Jw+ea/zWAcO2bkGfMxRsnWUwvpCO+r8nu1Do+E46PdWdhzPlxD7r5w+ZmyY3xus2aeDbWgQpzXDebuDlxTk+O9/0MYNhmgd+wKKKmnWX3dss4kd1/b/469mvTzQngOrzNmJ+7YUZRaguwJ+axvyM3sioWWOQYD6ykV8S6CsUziSFItIYJVN84Hdhe3G3tZtnczwFyKba5o7fvROJNyAguYi7pbl/aEgeeMFHxeafjzm8H8l3nZQRZyPjeO+MM/m5iPvmvb5z6DcgKajW78R8AmAdQ3kLUx2Hbe3X3X3bzbyR+xDXXUkK6uOiwiX2mJFvnFtg5MPvgQLd/PxuLPUj7dTyivLpreCjRWUadDQewX++M9RiJuvG6VB3ESCPJomo2HOUdUKnrtqcpnkhQSAzFL3eyd9f2/1qAINsPn61z30IMEEwWiEsJ0Du0UxribOra6mg+QbL+KIL5g1Zh7gLGYvemQ5PJwJqeTKMlVevI1kzo0BIo1Vgz1/PFWQIr58++4PTwwPV05nq9slQTiW6qLK1zrhdkbZTamaYj18U67CbJpnGRMr3BXCYer1eKpCHyuhmOxFo7tRpz+VJXzsuVTudQZkrbAG2IXneJRsV4QoXiOkhXLtv4UmjtjKUZhLZahl97puSZeb6jlOLMePXmKtn1TMxXs25pGIOAvQVUusNX2syPqMfJNT0a67KYUVpXlEQT50SnRJpnMmosn5wsGRZZ8pKR7mxnmhPBnEudy2AuRqLL9dd9HmNdYlU9nrD9PoslOLcutT5XdQNFs5dEDfkMBxcJLVMxll7oDfW+laDd2Fq3S01DvsH2ztHcYuyFiSz5HSDl+RYuzlTYSrJtrT2r5vuhHHttwbCdDYgXs/lFz2zk/pBbWyckkngH5h2b7PbCt/Zg+/HmDwQxYYzpjoS4P4KlaSwj2wPnyZoOlFJczsMYeh999CFvHx5ovTPNs60Pt2nruvJrv/prRDfLfWleUosf3r55y/lsZZ6zVyBE0C9JmA4HXr9+xU/+5Hd5fHykLs0E9+fJ/cDGslR+/Xu/Yc2M+uZDpJR4/cFrA1EdnA6GSSQZ4r5yylbhAIPNuukEMca1NxO+z8njNmfsKcr93R3tcLAqIZGbaw3mq/9ddzYr5sBwqW/ecHjJffgSWG0H2xP4u1UdCbXxbOFr+WfQ0Rf03RcPz2yl3nxqxD2qg314c8PP5tL2ib3jFc8s2zl1A44iRoxPBPMo/P/4zT4BqT466abkO0bWWEPN/dyck4GbQbjoW7kx4ceiQ1tLFa9oee7z//ZsNl8ZPGrdEMpUZIj5RgesiJhl54zW3kh9E3exB1ai1jBnGeX2Nnl2wbrEA/u1vPxKJQhA2wuNzIE2MzI9Xmo4YxhOqZIwGrBYPa4PtETWPMp5hK1LyQ5hDj2I3tZRqtbd8Vd3yE1seaG3lV6vaLc/r+czra7O8GnkLJzPj6zfqxyPd+Q0s9ZGSpVWQUNQrOE07Y72K9M8e5C8oLqgrKgmRz51TK7aOrMcPUYw9MGAlWghbVk/kepOp0CdkHy0+u3sQZt6AN2uaD4CVu97w87pkHKhSGZZVtparesJGGjla6jHJhlOqgfXpnUQximMd8Q1QQVkOAvRgrOpwqKk3unFOhpIF8tqig4doiT2nVorJBeKG461OafGLDKHNvltSNvqne3WPPDynU6yaTaoO2GmHSWjbWJOQldB1XVsMKdXq+k3CYy5ah1JsndHcRFvr3VN3bLUuxSNzUOft7r7Way9oN9Gx4QhrKo2jv/Mf+af5K/8tb/2tQGPYiOPPNfIGmhsycBufxmHWaxnzo+Vy+6BZYkMR5gSYbSNVjzbHjT7wWbcgn3XofQL6JjjN85BbFlj39vwBnucNCipG78yXCzGfmckyr5LbWwB5ztHPL8buhuDM362cyb2Y07sATYY+3u3oDGAC5w9ZK+g9s5UZNSFa4wJHVMStr02ATkMde9oSgPWGoFw9/BH4x05iEQAbTugfBjwSBZ4UBFsG79fdXbHVsYW9mb37GFjdoCH7t/FzQC/+9fbj/j4DX293bXU4s22fezZd+PhIBIX2jbwLzTfhO2ZbpIlvofc4lbx+c2+GouxDcAvZWtscF0Wlqs1CDjeHTgcrEFDXevQrOvC2HviCEbYeMbdGv2pb32HX/71v/210z0aQtaIl57uGQ2w+8/NoX0rVVXvmGlATBrioubKbILVSdIIpu0cPrq6zVPcxxqiqrIxB/bOcNzSAOCHrcE1GO3noRGTk4FHgpXl927+YfJ9prW+sUGSFblE1/Lkm2QWZ+GoQrM5Ok+zNQZZV2idVZdNV8ltXPfORE9PJ7744gsu5wvLZ59xeTpzXVeW1miejb8uC0vtNBKpK5omSMVK47py4o4lWWnY0htTm/hcL8xJmLKFQ9qN8TrlRMvCujSW5crT9cxpuTKRuS93rHphbaa3JOAwUaFh3dsmhAPWhfiKMcO9AJ9a31CrADNJjvT1yro2JL9iyjPH45E6G0tE7o4kFTLKlDNzKabPURPXq/mfohnaSlPrBacokyZUq+k49Ya0hKwrXTBA38Ej+3diWhaDswT6ap2RtHXUS3oSzs72OWmlQxsTW9W5T273CNsXm7XrYUXp7OSMiZSy72fhH2Ji6b2Tp+QNVraNtofgaWKwxXJmgLY03XR4wMH3DVyKYx/8ddc/FMLGbnY61tT+kN33olELKW3xxg/1CBsdiXnzZI0FImNPiF3Btqid3+ks7L1dsnEOWwMBmG5mTYc/8uXJAt9jZNuLkHCdNksrvt903TqZdVW02EsP7bfmpT0R/0QnObIl2dq1sVyv/PVf/BvDV25eGltKGR2fv/3tj/nwow8pOfPq5UtEhFO9mg0sEy9e3PP6g9ccDwfbfy5XpmnivtyZZk5XRC6mvRbxqFiJ5HSYeH33coxxrabrtq4V4WrlcmxAVQ5h82aJ5ZSsG2cpefie2jt3h8POl9mSCHfHg8fW3x9YEF0RMl3z5iOEL+G+s0gkGSKR5v7weHGx67WbyfKcHWSs8A1S2f7YTZTwYYZ/uzlBtyx7vfna3sURnPkbD3PzLa+m2p9r+OEWICaFcGkGm9fna8zb+Pwgsuyus/n+twtA2O1N4KL/1rwqZ6F2HU2ogl2nqiNppBbs+cnSzYk/+sZrHh9OXC5XflDHV9c8ytZSELbAvvdObSuoiT6NNusio+WmZWtth9nmipJyIakxawLAMf9jhzYjSPK6eHXgQpLp8oTgreDZew9AYgOPwE0ibjLjMXbzcZ8Y+KN90LlxBHAInarrzaDUdUV7BYS6nCmHO9J09MBOrIeGWPvT1jrny5m3bz/FJK2UlOB8eqQ1mKc72lr54ukJyXckse5rDaxkSSdO5zf01lmuiTLP5CS0ejUnSitCYb1eMdqpM4BqozIBidbEKcYLcCJnIUkFvSKEhoWNSasN623hteAekFn2qA+EM75hOhhW+15ywTJkxswSTSPDafRRC/Cyl6vtmQDRthVwmqihc9M8oSq2cXZnEq3WbU1CE7Sb4G12VhXaSSjkfea8DkG4EUimaA+bfF5gRmJn5EBZvbvb0G5IxqCbZCJp3easYNnPZfX51WmakZzIyYTUTWRToTZf+BCglN2SfV5yscWvBk316PIQ96fBjFITOW9i+kpOBbcuO4z5MMbZxzoNrYKvz9FaM1DYtdMCDFGE6oL8ST0Tu//i7h+KGYaUizu8tg4JhhgbBuH69ha82GKwkyR3nvJW0Rjfs78bwBGU36AuB5iC3u77vnLsWgiSrc4+7415PMpz4z5iPR3gkbo3LW5c92DZAKD8HOO7SZ5f6uaawYrZAOH99eTduRbBgzuSAtBtTWTB2iSrWhIlDOO+7CbAowgujVpq0Y1TGEQtFG09UTW6YuzRlg3UGIELO9ufcD282Lu29yKScGUWBmt2F1RvINXte3zfkRIeQm7vbj+2z360/S5F3b363mgC/5I3Bol1vXqWWcco6k2sNBqxYFOVrQPh7toxL2Psaq30qwFH59OZ3jo/8ZPfNb0+7XYv8bA7QGqM0zOnbvzbx+y/85/7r/Kv/G/+Z3zv80+/ZMR+VA/d/d/mUCpAdRZtNibs7Vd2mXh1Fk+3LqX4Xi7ZA/XmdPfIMKdga6v7ON1YPK5/YZICmVqvfqlbfYb9ET5ZZIPjacbvYax7xR3jbj5UdYZ3wRKGrbnN1Pjes83O58LG1rXnn8SYz3GNZa1c08LpdOZ6uTjzyNpQXy4XHt4+8PjwyPrmgXVZTBepm8bm+bpwrQurinXyVTa9MPfpa6sDkKqrgQy1NpCFXj0bnECksyyVVlcP+Cz4tILkzuly5sRbVlYDmpgo9gaJgEoxPR17MnNsEq6DtxucLaDpI2BG4Hi8Q1SY5nsKievDmeLA1XSc+fzhCy565e7FEVKnXp+4nK4oK6+YeZEysxir6WFdmUSokphFh06k0DGQu6DXRO+FPCUOKXGXEjMCtVMvq3XXLY3aqiUTFWQ+2J13g6yWbk85p0LZzafWrZRfvaxfUqJM07CBuE+Jlwu3YIGiY00k8aY7bQNpzf/3hhm+XqIE2MpuzMasrVoHvp6GLEAe3YzsXFWj2sLBWiKgfRcQCqAltCjtrUtIL/7Qj8GoH+BMxHjvsVjb9rUlF7i1TyNp5qb2hnEV5w1bGwmmGxrWLXigbn+TJDThndS6Jax3ZViqBsS8vH9BbY3r5TxKjMTji1/91b/Np598wsN5pat1uEpgSW8v9z7MM9V1jl7c3/Pq1Uuk2/q/f3EPqpRc+LEf+wYpJR6uZz7/7HNEhOPdkRcv7g0MyjNyl3jx4h5IrB47td4hJea7I22tQ9B9WhdaXbmcznTtW1ndZHFHyYXj4WiA2fDfu4FSdWE+FL77kx+PsetdWZfFEslse3gAID3Ko3Jmr2/4jrxCvIvQLUqW3BPxhIB/InWQbHt+r9bcxaQIDCjNKbv8UbxXj2lGRZH5ihtQkzAIE/ZATqwzi+W2+w4XIhJcImk44INh98whCxLDuwm72zTgTfWGu5qasCBgP1tVbwC5YVPfY1eHLXW8IkrDrZlB99japFXmaWaeZtpqfl4Xb/gySBx6O0Yjuja8RIE//if+KP/m//3P85f+4i+++3p/i8dXZx7VZg5BMnHiEC9UbWTKoJXGNJjmyZ1Xp741H5y+GeIyFRdO9IdO3qxUZIg8srqG0iRodcaJe/x7nz25RoQFPhtDII5tQ2tWBhHCt8owPHY4VRGjMmoPoWZx4CVxOVfWutCuV1pT0hzZu4y0zno9cT2duJ5PnJ7e8Pjmc6AxTSbIt1wX5sMd9y/ukZR5errw8vWRWk90Z3LlVFjXxOPjpxTJ1GobJqrU9TweSkS4Xk6AMs8H23QmYa1foL2x1sVKvaRbBzkHHnJOtjHlTEdpzQJwa28q5BC8S6771C1b35sNeiyQ2iuRs9TuoohTGmNpGjFWXtIDnLuCNUGyJb+F+XaeMLgpFnZv/i4s5Mxi7WTtzXUymV4rbWjHqJeQJOt00A1YiOiv905fr0hSUrGMZ0rZNr3aSZOJS0cWyuaO0wFrZ129bhdIARJ0qMvKujqNNFvQnYs7+DkjYnpNtQe7QrHyQk9GueidocfVEIgQYmsCUbqSxKnc5kS7WBVBietdR5Zmty1vm9/X9DAn3Jx2wJ51FFMzNIYmigUJNxVaG1MIGEH3O9fQKAMxJ8AAujq8qKj9H7v3LhCSPQijcU/+j7xlcuw629wbP/T7y04/ft/9JQmhwER3TRGeGd+gFcfV9tfad7SJkqXa2ugycjsWt0Z3T2EZv1Nc2N4ddFVUzyQJ4T/PRA+n1L60MeosmustNMP8HP733jtINQC2F4LiJWIltcgmMNgHiG3fzQHNxfYfE0A9efAcaPQjZ3spRmdPNG2jLLr1Nkp7VWRQs7dnexdIsv0OIs/63HEvXdFWWVsjJWv80HobWX2N0lWsBGWaS8BHt+NJMOjsZ8baUCI7HPY75jiKd5Ox7Gjvprd3OV84ny989I2P+OY3v0GrO5279xwiBnqqKq2abe37ceF2b/rNsqE/iketWzl3JExEMppN8HSeJ0ouLOv6LtPP9/o2/KT83nlJJAjEbW7tz34d7AvvsJq3dZG99D1APPv8O5vkcJKftwAOzZDRgMQ/a3O0kVOx53X9LGugpOwd81htvXd6Mkc8S6b1asKxIqzLyuV85Xw6cXrzwOObt2hrTMnasnd1Ye3m5evONA+W4qrK0q2kNZdCOR7J88H2w5TI3jFRaV7C1U0DRQ6odq6XRssZnSYOU0ETrGtjvV5dLySTy4GSJ9bWOXHlxILSKOSA7VGEA0fUlJK4cB1KRzAzpczS9x3JOjpgZqX2lety5lAP3E13iB7op4WcEnd3B6QbC/9yvdB753g4Wjv6VhES9/ML+gKVEw995UCh9IkZD+y87D8pVFUbS4GUO/NSSKq068p6vXKdCiqQe6OkIy1f6YslDbuLxiY/b20LXb0zJCY42+YMlyvQKPgrm6DMBtrUBs27NicxRnbvleu6IJI4HA8ehDeaNi8nF3IR34vF44WGqEF30fBFPOntD0ci0avt4aVMI5hu1XRvtFppvNms/k5wOBg3z47bAO/9++Tf7cPkG3ytazgaaWdbd+Cl4nqw9tvRCEFN72U7Z4B8NmX2CYlxql2SJfZ6a1bkJr93ehPXPdvY2YO5xX48LSYQz+7YmjXx61xkfP98OvErv/QrfPLJpzDPxj7C/Ojr5cLr1x/wD/7hf4AXL16wXC48PZ1orfGtj79JXwxIXq4L58uFkjN3d3e01vj4o49BrUnBYbZ5uNTGy9cvATgcDlwX62Y3lcLh7uCi2511WcFtq42v8Pr1K94+PIA0Xn9wz4tXR2qrfPHwKYd5ZpqmAbzsvZPBBtu/37Sb/9wCd9s49vf+ew8imX22JIRkRmOiFI6uGshsVS/VQPTarPRTrMmQTAbSI9n9DfdzopQ6b2iqCL6Xi9uZPu5kzwqStHtmvV1jN4BRgE3fJ0FyAxAFJvDsCBY3EhUqMuD9YOntv1V2YHJnx1LXzb8NQC/KDruXX6p2NE2Uwx0f5sQ8T7z54g0PD4/WtU8aqWTXsWrgJbTFyRm1G4Fjur+jC6xXKz/+QR5fGTyqdSWnRF0WL1czwzAl14khNoVuiH+rlBf3PlogU2GaTGuo1mrAewRo7jgLSu8rSYoZ2e4DLQxkGPaMT89ci9ywQLf5sW3W42fJjdjSybl4mUdzZoEzbnxDrbWi3hK2t87SjVI8BVogDZFG9pKnkhRdr9TricvjG05PDyzXJ7J0lnVhKhOqFbRz/+KeD3/sIxRbJPM8s54/RftCaza+JRdOD5+6nsQd12vjfD6zOB0y2ieu1yfrrNIX6nrig298yFobxynTc6I17J1g2hwq1ho4sg6C0bA7scjMoUy+iEsuo6uA0L1ULVPmid6UZb0g6+JJenOKrVvFjLZmQonFyNoDaNJoLd/HqzJhxM0oNe+g0upKWxd675aFctaveLmLTTmfH07rjIrJcElVzfGxjciciHTuTIcCpUAFrcY0q2vFIV2iXFG95rrWleuyGPiThdwz6qBPt6jLntDHYutupkzHOzN1IejdrJPXerWWu9Zlr5C8KxG6GvYemf8QyFEz7E3xrjK63auPZWixPAcy7LsdfXdv/JE9moAmY9jR1Kj7noEHbJ/5EoMwfu9Oz8aq3QyuojeGRzLeYUENONgfalRoQenq4pGRRfcqULn5eBiV0B95Fzyw3/q5FQfl87iveMG2FxrDzoDPTb/mhl47Hm+7znaaPerFlsWNzzx71tu/ijcp2O55SpYpA2xf0+adafK4n+5zFSAFqhA6UhJtmu0/ox19GFh18FqUEHI0nyEhed46Zg4nyTWNBFKZTGQ91st+3D2QHj9RuYmjw3kWaa7N4uzJG7TvJq4YY/L9jgTG/dxlr6J7RnT6ZFcOoj3KgGCaCiND74+wOZQBDKm/2nCs+24OBrkx4CXLXk7zRGuNp6cnHt4+cDqdybnw7e98zLJUL12bRifM2uoAAwt4q+9tukSZyH485HZ4v5ZHgGQpJS8vyGgPVpxloLV305LZA0HuJHfP3pbBsNRNu9GTPJH5b81A3zjHWJM9+CwNVnUb5Q6z9p34bYiZ+jr9ssAjfAhRwJKJvYYehwOKXY35pI2c01jvuvtTRFBnF1nVknKcrYvQ6VS5Xq+gnqC5LvS18vDmLU8PJxLKcZ6ZcqGvlXW5mu5ks3SBJqAU0+PqSpNkAWHOxjzKhTQVZE6wZCsD8WcMTRMT0Z0h2PI5kw8zGWGt1R1z5yK6876wDvsBNr9XH/sMTMx0lCtnL2FTbF8sXHv8e78q0u5nC9flwsPDEzIXCr4voBzmibqsnE6PnK8X8jTx6oOXfPH2M5blSqFb+V2ZqdV6uyWKJdG6IrXTU6P6XWdnAAD0JiylklGWZaJcJtvzWydNlak1Un9BX/tgUVuQ46yRFRSToFAsWIqyIHmm+zaakmBrY3Pr32cfTXuPsfcpZd/p0f9rmoGu/aLOfw2TKDtQaVfKtjFkErnYG1pW8wOnqZBlIk95fH4v+KzNEh99+LpK7Uq9/s4py43Swf2ojnUb9taPFPvDHjBL8D4wedtzNnsyQKP3w99femx+wu11oqRXxLSWFheVPhyOg2WvakmPl69e8+E3PuL1N36MZTWJDbry9HTiJ3/qu7x88ZLj3cGqFE52h8e7I01sHZcyIcls8OFw4O3bB+oXj3z44Yc8nU5crwvXTxfKXJjLzHSYado9iWeVKXfHA7/n536St599b8RwxjyBVOB0PjPPedjIlIRCGXM+9MP2o/cucCTeE+iW3vY+3/Lmve3AvJvviZKdKiracRl+iy+8KkdVuZyfjG2qXj6IAJmkDdOWjZTlxjba37+yJcPCv9LhC43M0gBfJFKvz303TNReVV33Dbcx7zzauH7v/Z1x3P/7+yW0Nnb3u2sjxtWE/G2vaQ42lpzoNIS0K4U0oPOLz5SXr15wf3fwaobE9OoD2uMTl9rIqXPIQtLEuhiwfjjcWeWO4zNCR1pFBa/e+cEGfV8ZPKI3urZBg4rAVLb6IQeC7EWKU2vBNV1SHoFTMSEEVm2kIg4c4M4/qNd8iwfOsNV1RlncQPk8COrjpcuov7ev+8vfbJB/vnvHK9ep6S7y5pO7d+sKYutP0dbQuoA2agJ6JSdzmOgrVvcp1PVCWy/0dsUspTlwH7x6gWqjzJNpQbQrD28+5ePv/C5evZr59e/9Ok3hWFYyF3O8ysS6nhExhtC6LqznJ/RyoddCur/jeLyjLTZpp3nicDi4Ix9sKMushMx36IlY4JCM+rvLUPZaaV3Q7IZQOzkrqSsNy6bnbEZ2KhM9mZPaW/daYqUUywBQKzkVD1h24Ia/z70WhjoNO+3EXupq2b/amhuoTq0LiBr9O1sWSXo8mWfHLD60Ddu7gswq9r5ZUW3Gs8x3aL+iq4FqUc/e5OrGaEcL7M3gzd427QkXgrP1gAv7OvVQO0UqqVVam01bxREoSdYZrEt/rwigGVmj4ZN9vXUlS2x0tjE2v48Qyw6ZujJKt3z+h2PgOiQo/Jf/+X+O/9O/8W/wV/7aD47G+MM6NDwScIBly1jcAEj24dtjx3h4/uNhr1wzobdGrVAm15RC3EjefnEfGvcd9WR0/zJEJ26XcGCH7vaNFxfnjb9a0N96ey8SsRnkvSP+HOSJn+0eXIPFE/cWumHOBLw9zfhH351P/Bmr7ye9N1btdM0jA5bI1FZMi4zNaw3QLubwGMW4RTczxnCoZisCjNg9nIAxflSBSmIyezHekyF41jXEi/jCmVXLnrdwum6GyObV3i+wZKdY2ZzIIF4FQP6Vjh4d5MJJsf9YibiPUN8F2D7nWg3BQEGyAxIpsvKhT/Tu+9o/1L51b5RoKwFM2e+W68KL+3vevn3g8eGJdbWuMK9evWKa3H1Qa0O+gZnvPww48bebHAi9Wbp68+fX6chp6+qUUyLnMtazanTG5IbRaL/eSg5Ltm8kycMuBXgtIp6g2QRO411LJDeihW83wWgV2WzFHggGJHfTEUwyNBXGcu1mn9Bt7QW7rFZn+LnzHo59a511bbeAUqxfZzXGmg//ZMp2/XwOtq5NlRBtT2SyMDQo11q5nM68ffvI45sH1rpyPV/N10vW8n6eCzoX2nnh2hprty60rz98RUoTJ7miOLu+buuhrqt3v2XXuShDFqZyoKZKbZ11vXJeLlx04Upzz8t9LcR92w7MLhAQI/4cOg3wCGI/vv3ZldaFywX6553DdODAjNDJ88TleuHt6Q0nPfNB/oj5bma+TlyXM5e6UGkcaExM3Kcj9+WIYA1JBGcIun5kR70iwPz9pBVaQmqlryvr9WLJxnWFVk1aImfzR3PyjkEZ6SapINklEZKgCXpViwPAQUubaJvvEuDDdlhlgoOobjQt7nCATcT3dhn7JA4YiSf1zJ8LTVMLtktJaJLNd9yxOpMIUiY8303Tbs/lwedNIJ5iv7PSROnQ1RMOf4fAyW/b0UOfBmyU+7Ch9msHp2OninGEMWbBoBhekL4bqEe3sWBt2A+3QPur7Pe27oSuBpJHUjaAF5yNPclk+pcpmUh83dZrmTIff/xNXv/4NxFJLMvC9XzmG2vj7dsHPnj9AY+PJwTh7u6eLz7/gr/2V/86P/XTP0VfKy9evODlyxes68rj6cSHH37Ab3zvN1jV2LnTZHv6QWZKmtDF4sNDMsSx985yPpk+0TyPBkShIWu+3dZ+PsY7yzb+3as7jCHm9iA+uzuUd8GP9yYl92Mf/kuSsU5uP2c+SesGGhl9tJPUiAmXy2lLoPm7zcOfDAa8gVDhJ43y5Na9e+PtOr8pq9xFkK21HUeO4ffFnNz+H/Pxdny2f2/j8nwevvPv7kLXSYw7ksTK9fbnJSLRzX+NcXyewO4+5mHLL3VBSqHMB1pKrCosCHmamV4W7i8rh+ORy+VqGr7a6bkb+UWVlisq1vHdwKNEapYQel6B8IM4vnq3tVYtg+wvKLmTG5u8lfXYv22hZ6Mdgikiegata6cH3cw3EGtCpY7SY2imb74j8NVmQtJqvLktZrG/t7aY6YhMmp2cYLbYXEkxjdkzClKS8SJ7azQ3XlsJime5e0P7ai2ZCfBpsWdqE+RM15WcbSPpbTLnoQvzZHeSi1Cboq7Dk6bC+XLh4ekEUijHFUmLi7wpaVVUF6sbr42ijUq3NvRt8vbQ/qxeAx7tF3u3sjHrgGPdLxJRKuKOqoNtrXcHaNgJnYXmkbF7am+ul2BuT7CRsncOM/u8Z7xsAYuV/ynqCF5rq4GLETR2XwRO5xdhCMSpbhPfsq0NzRnJm0MpYuVnOMgUToGqlfuJ4Lx/36i7Qu60ttjY6OC+0XslizkRVg+/A30EpmwD1RzljfnWmhPPRczpzdkyzNl0ulrzvGMz9oV6sB5dH9TnH90yuqoOvO7m+ZjzqsYA2zlB9NBC6BaodFA1LYUBqPp4fefjj7m/u/+qy/9H49gZiHCIBhAhZlzwcds+GN+1uVWdgRhB/OZ3+l5HR8nDn5dxCnnnv8MBJkCP2IsiUy+7Gxjf8O/537uVYO6ezOjk76I524PcAB3vXiOeO0A3m0ORmdBh+LenkXevp5jDNjZoG9vu+2nr8QzugIvrE0hHNaHSbsZnBKF+vXHXPm+HU+DgbfcSVkFIZSv7Gga5i9Hpk7WUTb5+dDRwsOAgjav6F7vSR+lfZLPVr2TjFQ7JGAdkCPTfvAmPsTcypQ4HjXg3/rOtCYGD3h6wjD3U94N1WTenMRmQuNc0Unb3dtuSje3iz94lDF21vVMOyt39HYhwvlxo1XyA492Ru/t7xEGuaSq0rjeaiH7Lu8HwhxtI0XscV/cJ/uQf+0f5v/35/yd/49d+la/LUaZp6ELFksk5k0oepRbL1bT9JGVKdko6ieiaFvMoj1IOiNEOzYQNOJKhpRQd8BptC4gdOJWU3G5sa9H8ruxATZTo7BzfXQwAuD9oZWDrshq4y65Ne1dUKyxwOllwFkLF+7KKroo088tGqWkzoDRAG7QMhtuW5bUgtzVjZp8fnzidrLR/9UQO3ZJmUzbQIpXs5X3mHx2PR7oKkha/dnQItrL36uyBWG/GuK4UzV5Klaitc1lWrsuKF0+RmGg0osmBKf40B5KiaC1ebiYxe+AR7Mz9IgrmdIz6ldbgelJaXmB+aeBLb5yXM5d+onJF6RZI+3xYa6eqCXjfyYGSZ1Rd89KTqhlLGKYcnfG8vEL05v/SG31dLQaoBZFOvky0qVhXOqCIsfmbGFiRKCOgJ1kTBQNEN60R9XfW0WHHtt95zJFkp5cTAJOy7V6MQDY+0VqnFA8AnYWvUTrj8932+255YS+7DMApZVuPBWUazDtn2YV9T4mkaegvGXDYhw7sszj2h3YMe4Tbafezg6+ScxoNKAAQGYmWeBfD/t9E/NsfGn6Sxxbxi79zCQUHI7B4MeJP+0O8Q5/Z0CIZ7dZprNbKuq4c5gMff/tbfP7p5+Rp5tWHH3E4HKBDuRO++OIN0zxzvS6mpTQJJRfO5wulZNbQmklCF9NRvKydcndvyZpmAKGFuUZ8MP9+64SWktAUpmlimqb3AhrPxyWE3s3nMB2wnpJpAfs7eW7izSyouzPW7Uy41fG5+Urs5V/yPoIVZK+yQzeGqcV5jShzXZcrZSrW8MCCFpTmxJE9yhIM+9sb152vtxuU8Y242a62LiUFKCS771mEb8L4UQ3SjbFtcPKzcddhjyKe3b+PkbQLIDvdjuMIleXZ+9P4efjIDma1aCRg0jFmy7wZToBcHtN5Tg/BAKS0NO6OR57KI+tyZWkGHuVRrt1GKV9UJAQDcLfUf2DHV2ceaTdH2v/ci8FaDeaoHDYK9WwOZR7qsWlE+T1ZcWsAR+DlERbV2yB2tokRga+/iAgcIHxOZ4x06+qgBBU7sR8yCXELd4R6sKdSImELUzt02TkrAbAMlNwy6oKV5oHSZaXJCmUiacPYRkrJAsVmce9XEKOwXq8XUja1e82Zh8cnlrVyzE/outIxUbjWVli7b4wL4ht7d9Hc6uKQRh9M3m1goa6dUiZTn42sgO/eY+GoDqaMMaHMfNpQmwZQToWcy6Bub0GiLd527V6mckulNCE2K03blAGj5bNtY21d/d3r2BgNxWacaV8bus013QnyepakJ3A9IQS0GcCEukHvoGWbf/Y+O+hiz+01o7YBqecI2UqYenNWSHKhPtdQiI2gbQh6MvEicrZWoSnn3Rw19lFvFgBby2IvT8jiiHHzd+AOkMjtOxtZnghYkwXkMHRKuuqNCOXtrhGgwg96K/nhH3ujEHHV3skU8PVtWg5dGCZsbLZWvOlTbhOy+838nA2o2ZzD7jcRoGBQjuOdbn7tntFi17QaadexcXqMb10G0HyfO3KIA5595v1vXDH2qO15AdZGkLS13NWROPLbNGw5vENlNC6QcL5RK6URtTU4yn23Z93c+nHa7b59XxCV3WV9XfvaFhFq7TvDbc566GyYvYI9+DrYsr7/W8ME2B5w95DxYLKNKvFO2Byv7fXv56A7Eh40Dc0GZdPcs7OZc2MvYKMX645T53vuuq7mRJfsAXje7Q92h8Ppif1wBzLsR317DTqyw+EsRVA2H4TT6cy6WvnaPM/Mh5mcE+taN+dqd/6BXe2ulvD1ltSz+ftg72a0+aO//w/yF37xr3ytwKMQqZYuIwsYNoJlZV1WlmWxeau2VnSUKZnfYiBv6HGxzQ1hAOM95nqI86ZMLtYWWlI3IeDkfo7bJHHbhnjJZ9yrr/uxH8XekISMtykXccFgvFGDDGHrcNdbNymD3joPbx9db3Finidkmjw7rYP5S5LR0S+6HgnW6l3prM7gat6GW7v1iaprNQ2ey4W1VuZiJVOtugB2a6wKlIwmKKlAKkyHGSTZ72tFFUoRNAmpJrp269aGN6joiVZXlmVlmgvHYr7u9bpwuSws1dhGsxyM9T0arthOERzhanCehy8zOc1M+cjSKq1fiBJbxtve/7+NH/eqLPU6gKxeV67rmepMpa6Nh7dvQUzLUbI1IVl8l161s/aVe0C6JWgzIKqUDmSDtUSc9YEauISzk3pDV6WJSTy0fEHlaD5Y78RMbm4LREIk3ks1PeBO3rUzknUx31Lu7pvJsIkoA4D8ykyesS72e5Xu9sddTNIjCHNGUfZ9cdjF5LGGJ717d3/XymRSlGvrLqi0Dfod0OCHdUSpzq3d2+yG+bI64qVwqnT3mbFr7x9J9j82gG6zodzYq63NrCW8/ANEJ9DxrkR8jwq9Gbcs4/7dOvvHW2/Mx9lZg5VyV/jGN77BL/17v8yLly+4e/mSMh0oU+HucDAwB5inMuK8+TgzXYvp/uVskhbVyg5VhPOyUg5H2mUxIF6jDkFunK29Tc1SfG7kwe410MBD5CS388PnnK1jRjwUeaENhNn82GF/PQkVzPmbrQR/H+Od7rwx3XzY8TrCkfD/RyKvtZXeKr3aXuMSc1jVimnlSrdmRqpCNKx+3yG7YRtjNibU7nMazPaQL9n5jT4nk3WJcH1SbA5GfebuWbdry7YMJKbvNvf3MgL7P+O74c9vhyehuR2zSKiox+LZ2eIW96k/l3M9dfOTcrGua/NhHsmgWqv9vkx2t2P+be8vbum3Y8f5yuBRvCT0VkfDnGJbTOJ0YsmJNs2060rKE1qKO/ZqNaNZg/VsgZD4pFLZIWeNENaSERAoKmoTNjRuIshGaa169iLTJW1CqMSWKNseKc6GSTsDHRuRz4ucJ7quvmF1NFmGaa0d1RWtqzkCInQqtVdKyiznE+v1aiJ/XmKxXK+oNrrAw8MTdy8LZTqiJK6nM3Tl1fRryPVArRPaO6us1HU1Q6V7RNHuuC0Lp9Yph9kEn1tFa+NpOXP/4gVrKUi30jnTCdpWp/rzWgeuQi6JHnogaSLniVImUspotWxZziaijeqooTSkfQsY8IXRBd+cLKOEijuSocjfkQmnztqysVfhwSY6ntfidyErNC95tADEnGZpQitK6KDYNDVwrzvFXjGNIgu27Py9GYCVykTKE4RzpM0BqgiavURGQHInidJ0UyDQbtTAXCYTSSvZ9LRCJLa1sW6s3EiHFk4EuTltpVahv5UFWjXHygZnQ5IFIJsuWBjyQL+Tz2PVrawognTZesI/2+x+9I/BWIllrmDltGmALSrQkiJN0KImqaObBlRySupvZbvdNw2Jd2T3sWOS7IARI7jcZkKGQemNtrpOmYRWmL2ztCECex/Ffu8TdSf/cHtT+vxbMuZNzsm1uPy6KFOaAo9Bg/C0O/dgDwY4owpUf8C9zpD9KPSBDASSYVOGnJe/s9iL1XVLUtgXByCkm5aAKlxrI0sipYLkNMTyw4ftve/YphYoK+JsJEHo26SJZwhnYYzS7nfcOg/jfe/86Y4YDBm2w50pxYG/juv37xw2do5f2LwxxrYvNC89nbIBR9EoQuK9etnv0IBTGOAVDOc2HNIAmXLJrIu1B46kTe+NWlc+/fRTVDsvX77k7v7Os3Sd6+XKPM8Oemx2dOfPA0rypIRp7Qm19TFO7OaypOiA+fU7RndAt2Xu2UQuYziut91aIiFgtiM5yLms681eLw7uBIMI2DQKRciSaH11vRdx5pK6gHKjTBM5NLvU9BCn2dlKa7WGD827+nVlPsxMpVi5v4bQeufi3X3meTbNIQd2mni5ZWtcLhfKVMye50zJ6loQBjC1ZmVNvah161pW6mqMt0jmBBjcna5vOg8mQFuXamXu2H5cppnGQnONGl1XcplJ9wemeWI6HJgOM8tqAN71eiXh3bUUarPv9dq4KCbOLOKg1srhUEgvX7IuC0+nM9fF/LxE5phmlM6lXehU965M7UgQVuOQI2SmdOA4v2C+PyLnE6fzxSbGpr7EAIzGz/aZ8pVlmSEVUhcHjozlU9vK4xcPHO+PSDaGWK2ZxsJZK1oXmneDKzohqlT1VKKYzERXA4pUM712cjKtoqS+F5sHTlsybVqQMkFr5oO1irYCiDUY8XeTcAJ4sh6oBunbHBxBX4CeaRequBlNSVzmALbw8dYIj/Iqj1dG8NZtL45knAFTm389gj0v540UqJWK6g7gj4C9DbOxgUuFVqtPWnaxx5fvE383j3heK3uKsTP9WEusB5Mxkh/mSwOQGT6V4RDPHmpnOC35827pkN0DI/kgAUZH4l93Wqay8Z32yQ1wEHxXxVBb5aaTKj6vxAGhefLnVYrvV/f399R1ZZom6+AnncNxZr4eeHx64vWrDyzm3ZWQj3h4f8/smCrj/vqoEsgpDUcxqgQsqY9XXYQNDT/R90c2AELGjN3GQMc87OPd0rb321MaoJuO81tVyf6aY72wAyAkeXmw+0n+iwDmrpczy+XC/bFgKjReAdG7M2cwBmPKRNfGLa5nXDvi+I6XOUZN8s63sDjHbE7zX0Xq6n2A0NDg3JxLG5+Il/yksTdA3J4Me/N8ze7L4gB2jd2w0k9juu/BuHh/41l9PocDENjEiCfZysyTGFB9OBwoZRpaWXV1G7srMRTHUlA2CZjwOX7A+85XBo9EI6DfAjP1v+QymbMsGcnm0GqtzJO1Wm/aQa2TgQUp1m2lOjuka2B0NtNSTu45YUGAjFdMa0aRba6Zk5xOaptH84ofJXVzUDQy47BbWFZWFwymCDYMbbKFnnNBtbG2inQ7d9AQBetaAR3t1duLCn0trAjn06MJPLeG9oqqLbDaKh3l6emJFx/+DC9f/wLtbac9PPDq7omclGWprKuxnZKLAC/XBZGDA0Sd6+XC8f6OeZo9y+WTMSVEhZcv78kl88mnnzOnzjxbve9UMlXdmDn6naSQ8+zdxRq9CdM0U6YDIt7pokGtMB2yvc/GGNMIgJJRhujdHNe2Xjgc7ixzsakQj4mTSgKqIcLoMApO+LRF0VzXI/k7Bl7k2TakntDVmBIpYYytG/Fid7ZEWVsn9dW6b0Q5gGaQQlVlLji1VL2EwETb0aArbmWUUWnc1LonJNdkClJBV2vFmnNBSqGLmAPlZY/WclTdOAb4Zn8vWciYOHlXCxJbrcaDynmAHOplfSIGxMkwKhYYDCfJmU6+eCBFznO36aU0yql+VI+1reRs690AwnAEN4eyDyFlK5VobOMSOgk3gMBmI7n54Vc5BojgIIEouWRqbZvZ91LHUmLGQ6ypHhn1AILCCZbosoYzBcMebfd946DtjN4o7wDY7Ymg5jQdDia8F58ShmiqtaZPw9kOz8JKJ/flZ7v7wISfxz/cYKKm3fU+jGDLmontsw4E967Wsa2zgacJcvx7l80Ko5zZPS8ymBgpKaoV1cmNtYLekqinvrKk6cZnkBg2NidlZKHE/t7b5jzayY3NJVktk+5j5ORp02rzuvnu2hIC5EDkuwcqLcpwGbo5Gg5zTzG8dm/J94DVs+b7dzaewe4tbHgpVmKexEUdMXHbx8dHHt4+8PT0xMuXrwknSwTmeTIAwJ2erSQzkyVR1RzHPaAao6cK83FjZA5w9Ud7G/q+R7B8dh757Vr1oHMq2ZNw+XYDUg9C8DwCm7ONYj4KDJaQMYfMoVzWSl0toLImIZZASUmYpTAV0xbqzTrRvrPNqc2rlDMpKeXGJ/NOMTlzmI5khJY6izfEmOaJ4/EA3RJOy1LJJTOV4oLGMljjkwiHw4GmXnrvbCWA6/nK9XSxdvDrSpHEi+ORgyROpwunxydOj49czmcL0iRxPl2oJVNHOXfjcllpcuVOlZxn9weSMZbWleOh8ObNE3VdQeF8OvPw9gFdV9Y8Dz9lWRaW65V6LRzKzLqsnNuJq14QYJZsZXzrlc4VZaGRESYDpxBWroCSmDjMR168esF0d6ShDh7tN8lgzLyPjdSAM5W3tH4E1K+USWSe6iOdM+3UmOcDicwsR65aeeSJRuLIhGIsKZq6K9xpGWOwN6E5U66UhWJGyNP/7lN0JfVmshPa6H2l1xVdV1pKQa0YYEuwtvNkPOnohhpsMmOUmd+f3aiGLYy5nlIevs/e1kUgvE+exV7TegfqLVgUoxxi794xaoC+WPzQ/WdRZrIFnTLWVE5byei6ri5rcRu8/k45okvUZrfc5WarM9v7DhYyORureMfGlLZWkGBsEzaWme6ApX3ptognTPc169/nMN9lWM9xvkFi2AXnrXbWpbIsxhCcl5WH8xPf+PY3ubT6/yfvX2Jt25b1TOiL1lrvY8w512Ofc+7L99opQBhnIgspESClSAECISEKlrKAhLKSIEogUYMyD/EoIGUBKk5hCUgkRIFKlihkiYeUQqZEESSnsa99fe179mOtNecYo7dHUIiI1vuYa+1z9vE9+O7t7FtrrzXHHKOP3ltvLVrEH3/8wZvRKQnq1vjm6695++7tXrLtibRlXXnz7i0P59NkU+7A0aEjdTnOo1dgjPsenT7fY0m6g56WehyqipRyNyet1Cm0TffvDj/nCFTtTQgcaHKf14nrTqi4H2RVZVnKXEd9dNNTxPy+UmwfauGb+TVDglTIZXBaDcxZkjjJxGPqMWi9sTmAejoJyNVN2ApqFR+xT+3ECPlsDPY5YPcmKVtnxnTcJu81nsSJIRpj8aUJdecfH+dZsMXifHEtY861oeqluQdGeoAj87r9S3z5zzjXK7EieTTzAAe5h5ASMJ9PJzC9nk6czieT2KneUCb5OSf094Xjt2x+frjmkapRULU70zDbpExG9zPjPBhNDeX07h/rukxkOUqTZmAXbZhVifICA0CsLIjsjpHAskR9tNGYrY0jtnH5eHXPzKILaQkKti+MESUZYfQtHp/R2HywiVQM6aMpL80AoChlMmZJobeN0Ru32wvb1hjqAf1Qrs8vjNFMn0M7ygbr13z7yRfl01u+ff7I3/n3/9/8i3/tP87v/wt/lefv/pg/++U/4PG8kXOh3hbKaXVAo4GsDBo9wB8gl8LDugKJ3tWo2g8P/MEf/r7RwyXRekWqXXvC6ssRKN65J+VCWVeWsgCw1W4lb4hvvNZqcT0vbLdKcVpnbDYP50dPIXXqaAwaozYul6td47JQ1DrLiEQnO9czGMOpnn4oKN1EhoeSo7VvV+twRYLsrZ5Hp7VhpYppACc6HxnaHSDAGG4RZDnaPbTTe4IqqGQDVIYwhoFUXa0N7jrnhU6key/VtFXYe7PFHRkFmEwAdEDviAzSGCDFxK976KwEaCaUBNoMhAyhbmtVaWyD1jvS0uy8Y+VWpj8ATEFTw9lsQ7ldLnGxB3JdmpoXY3T+a3/jv8of/aU/4N/5P/+7P9QM/CiPe8zH6M2iY8/iH4Ln+b47ZGg3zMeTKjtaLwJlKVYasVV0KbsItHpwCLM87kvXGFlSM/R5dnXUw8WpB+Kft6XFGZ77RhZlccfDStpsJEbobkgitN+O33P83g8vH/yECmV31KPzUBOz/+a8hcX/3N+Ln1MWyELq8Zo7P3jYKytDbzPLgira/Ipc+6L3Rq/GZkCN3Tq83FOwMigFdFSUk2Wz3Red3XLYO2+ogmgnk0mj+t1nK/kRmeM2p8GrOWAnELPHWLlfOD7GgsBAgcMIHR0NO31knJg6ImTLuvdZgmMAklqthwO8tkdm35/mfuuZOcXsQ6t1fk84EvL6QWlQ4O3aUnIwMgslG+t19OH2upCTdUoVsWYAdShlgVIKt7p5wGT2vY9XCw0gHRI02J7MfDr/wThG6yby6Zops9W1HwImfO6UdPH9JpJjKdnegQhpWT63Z+z2yxqUGLtMh9JbpbVmPlnykkexxNQJ01dSVZd39gx+H94ZtzozRCliSbcEaDVGdZLkgu+W5JrdAN3mDtXJiK5b5fRwmvtlBI8hKqxdTQgUyNi+XXv1rqvOVMRt/MHpX1JiKdn0NkphSQeAtdl6MrHiDIy9jDntTPdt26jXSh+Dd09PbLfKy8sL108v1vgjF/Ky8PLxA73vWpKqyj/+0z8xdpSp+aAMFhbX+UmYm13tHhGEkwPrKx3rFplyZjmfeHp6QlLmw+VmSY7bjd4MZIIVOAM3IPzA7v8+AZ9QL1UTzhR5oqTMS/8zYGVwcZbmYgm3DpUbK0+8Kz9nHRd0XB0k6FSUZQy2BiO7uHpubJJYJMNjh9GQIQaHqZDo5A6qDWndgKN6M1BzWcl0A5hGpneobZBnUteDaHEfS4yV1HCNpWReeB9uipMBrcN1J482/xhudp+LYYJbbS6REYGczLlYsVKQPlwf7OBchJ5oc8kFce0t88tszqVslReSdrBh/h2+rpeM/kUfctirJl0BpXfIWdBUZqMXK1cNUAkXjzcnIcCK+8MBDAc8P+u4Nt9i/v1re/jlI0CagY7dd1LXHEpYB0HVwbKsiAjl8YHHp0daqyylsAYAn01o3bRJzeYen3VOmbxmlmV1Jj/uTxn4Y7pGbquTNSsQYVbE7MwogWFztHvsFcnNABH04McdwSnFxqYHwzOFUP8Ons2RCeBo6PQVRjebrGrahcZc2e9127wz74GxGvNijE5vnnDwDnONBNksV2/VGiBUA5BTSs7aOor6x76WKJm9g5oe/O2U7r43RuJYJqaEbdiP0JESJyfo/aKPE9p71Js+vDqGA3PzmR9JDgc/+wgGBlinyk6stwv1ueh+7isttgCbweaGlekeEwExHg46qkGk2Uu4W7XqpVIyjw8Pxuxtjdu43s3bMfrs1j5EzQYn/Fn+dm3ODweP6jNDstdsZpIb9mAGBQQQVKxwVKJdoFh9DTsbwIAERRhRuxfo3gFJlGSLlcUm2bqcSbcbrVn9s0gyZ4jM8IxVUOayC9blZK1B6a5z5ICCJnfQgrkk0bUmYfWSdg7FKGyi1tGj10atN7btwsvHZ243oxhLXkjA9vyB1AdZOjk1yDe22jlL56UWmsL794/8zi/ecXn5jj/++3+Xn783p+N63ShZKYvRqrd6ncH/zNCqbZbXy4W379/Tx17/37eKNut89vOf/4JPH35J3S7chjJGQUoGhWbpSiQbSNda5e3br0h5kJazMYiao+Wul7ScziTdWU4pOwAYwUhki3pn2zZyyazbBmUhF9lLLATPOh1XfCKplXpJwoBtEetS0Dutt4Pw5yAAXplGQdDUmap1gp1bBkKbs3MMZ0c5A3M9nZ1abKUXCi502wx8AFQ7vRpDA7lZZrMsXuLhjgIepiWMVeX1/LG5Zs8WD99gtJsOQhKhaWK0G6MPAxXyHqihAbAd6Zs2zi0AgdpcsDSzLsWflz0H1SgDxOnIobmQKMsupvpTPpZsIn2CzPKKYztwHCg50kjT3BAcdZslik5jV3YRRqca76Dfl+Ch47EDK7bZB4gcDkIACna6uJY4veF80U7Y3mTSXXspyiuci1hHItESNWzxFy4v23hEy+xhyoLzHHaBkU9xIPTu8M3TQZcIXC2zEvc4rBPFEXjZv2G+FEEmePDsoFXvVm6bS2LUSo+SNVOBn88pMmyDK8IKWP23CEguhAaFqHoprV3Q7iw1RLOvfXEH+XiRtoYMqNrLvQCzQoeSRyvMPbbHDVuXTfav65wDx2MG/TnvXeW6sV77sCBexIAF072JjPCufBXlFPOy3S4GoXt/4+unANutUVbTuBujU/vgtt349PEjORd+/oufcz6b4xlaS2A19zlnVAe1NnB6tWo3bZU592y+zFkkn13CPBLGnPk3/it/g7/ye3/A/+n/8tMGtuMI5/FLIdJk77CDfzk72OHOr4iQ12LP3FloHIJS8PngbFLEMt7BuEGiTCzPRIdoMlBLjJnZe987z3oQ1Ht3OQDTvNHkrZg9Yx5l7CSfg2OYU3vbUBcFNWaTAWDrBHJfdafCQN7ROhIaXCjt1lyMWKeGx5cCAWI8IjOuFuwHX0fU1tdijgVLXlhL4ZQXUio02egpue9S6bXC6OQM62osqY/XG/Rh5VxDGdUaa5Ti3SM7aM8OEdk1Lmvm6fLEBaFzAW4MNi6WN2cW44zQssrkZeHh/MjLh28YfWNfLFG61jAw6jgOzeYLlrSrDGOZ9/jdBrxlKStZCsObd0BmkHhpm/8r+S7jrHkSa/FrdfaZ+fXGlqzXDU3Gjg5Q+CrPkN0392C3bh1dNs6Pb6AUxEtuSxZq7Qy/t+wMJWMVHfbp9PleFqXMJmJ4X8o0wYrDHJuYhc9TKwcBs9Oup9R9bw7Wm0awJ74+GluriCTWXOw6SzBz95IhA2t/3FTKLK8GdA/BZrlY0iiZdS2omfyQGYvMtRc+CIJY8RFeR+Dgyz1wFD+k19fx6gjASpLAOdP7DuKos9cCZNg7jUY1w/yflf7ISnShNuA6uXxAaM0oQsSuAs3LzX08chAjROi10XWwSuyJoffIfK86eCmya2aZDTvow2mUKI29XAsHrLTThpUXg7AuphMnrvV1Z/sFVExIWlWQnDgnY2G11kEMSMo5W0lwNwC6t2BLhX/8KtEYfpYm0vBYf2Dasp4QXJzBea3WrVEdvAr3WvJOGEhT6PrLxyyf8zk2RjDS1cG3XXdsgkeedAtnTFgsEZ9cp9g33ju2YQBYx/t85VsHYOQ/7Ik43X+/M7/2/am4H9g9MlS/tqh8EI9Rxf3K47UEoJ2yN2cYym270W43TucTinLbrqYL6N99u12tyVZeDVRHqK0ynjv59EDKwn/yP/PXeff+DX/7//H/+t6x/02OHxw5zqDahRzVF8JEEH3yRTCdiwFLMxqIrKMKjG7iqQNQMV0ksS5XgYYPi9rtAYzG2IbVvXulbRK7ji9R3uKwrHsAXHgQbubMyhqGi0of5kOgocPqUcuyMrow2kbtjevFdIx6U9rWod9I/dk2lrySuvD86SMLcFoSy2qU3tu18XJtsJwRyTyczpzXhT/70z+hbi/cLqCevdZkgZRky9jmEmU1XsufkwMDwvPHjzw8PZkGhpiuzz/44z/mfH5EVSj5hKwgyTJufVi51bKuLEshl9We5wAkU1YTj+xDsZ4b3ppcbdS07UY5IWxbA+kojb3Fsxt2lMv1hXU9sThlXsQ23CyZUoxiHYwwnJlkgKPTh3unu0inEZKC1sdEeiFqPieEM51HXGvEqoT8PaKGr1ghpW04bcOYBMVK9gbkCK49yO0eYI9k19yGlXxEZkL9qmUoiLGOQDyQskCTMVxgroHqZBMdd1XLIpjzL2LfMeNCVXLv1GpgmgjWBYLdFQVmDbZOkUJ3glStE0g28c8flvH5cR/BMJIUYJ2/Po0+k667o+/+/jltdG7icVjY/WUm0d33Y0B6HybwasGg00gP13M8ZsmRMwACaPAL37vvee3+GDod4XA6vrT/qnL3+lClUd2spQlCxzWFzdvhLuZUnPXkh+vfbf392ITrYUM5SF3vxm2WT+HO4jA0QUZsvlbKKpJMNH+MWY6ma6a1cHwCrDZx/U43AfsJmNm3DR0WAA8O1zu38XmbcveDMqhmQfS4LnT/tGsERAbUU0UOAib2Et14v8FpZX9pv4LDWKqPS2T9tm6U+7ivUgrFu5be65gdr/E4v4/P2fc9wTubhrO9/7eUhZQz10vl8nLh8vJCzpnHpwfO5wcD2IVp480xi85fyWyiWtewMQJM8FvEM2mq1tsADhrkYa+sI1H4rQ/rmfO68s/LsQMmyQFC38F8aoW96K53F3uairpvNMjFHGJRd+bjvDNoG2bz4/eRJMOAk+wlcRbr7RpGNE88TYYPszuiAL2rOfyuVTkBKcw+DC/XOZ1WBspWTauxtT71GUouMyFiAFUE9nsGnihcMqTcHHHfJ21PV2tq0na6fh/DhKovFy6XC9eL6Q6N1khDab07+0cQMb1NyYllKdbefj1T1sWArdON28uND88vVm7l3YILQlIr0VxWA6ejCxd9sJYTHRPuL26FNr1wvX1kZxtBZgF8njvYIyyEqKp2K4vShpWF8YzZmAWbNAEcwfeirxOeVJR6eN18qjYaTObEipXTCRtKxZqFeH8gEgYoL3lhXayNfU6wbZuVHd42Y4kn60ybU2KsTguqjZ42NqyKIJXVOggKFBR1YLwjqCZGb0jay+01+V6wFhZPDMU8yTnT6dY8oLtt7wXE/BlT1LM1k7xEqDcL2NNq4shD1TVDbA7mzGSBGHiZKMtie82w4Lt3Y9qd1tMcffF1myShnnCO8p/R+4xPzGfeLfavA0z+mR8H4OhYgh5ssHl49DwTy/F+PfpNFvOEZpbpnX6BoSTGGrSSWWPxi4S8uu0b2RMkcUXi16QOKM3mOerBezqUbg2dzzKOnC0BAubrmUavzHOZjusgad5Xkhvp2J8jtmgu6L+edvAIdILbARYZu6dPgGgotGa2JQSyxRmb2i01nrwqJmWzGiG5r6rOIrG5fvROd1Dk4JeljDjxIrn/0Ket10Nyj4PvwlxvdyVyw3+jZk8TYrG1j9VwQGk4I9psZCPl1dZpNh9prgmR+czvrv+zI1g7ewIY8cZa3btN+/PTIVgpnAT+Nr/r1x07oCN3r31WXh6xhHBYA9geqgZ2dR/L8QqImyWPyTrS2RwUlmKacG10TucTrRnD8XLZgSbFSg8fn95QSrFqIf1TPnz3wVjJdEQMgC/FKopExbrbi/DwcLbuub+l44fTDiRj2Yfs9fjJXhNv5+g0rACPUlCHR0dm6z6YGka9YUJsPh1ScoddZmZs1nqiiNcMJ283Gw85nqt6IK45kOHk37VTw0Iv2p5F9knn50rh7Hf62Knf2p1y6BTAy4ev0VHp7UJrV3p9odcrrTduW0Wrcnn5xMiZLIsBP125XQf1CmtZOK0PnNcT6ODDt3/GUsZ0VFKK1n2drW6kkmHUWa4mCZK6Orty1/JRdVgdfleW5UTJRuNWsS5sOkzoOWMi2amspFzMEIsJga9lQST7s1F3bBdImT68JOTAUhC83CL2BbWxXJbVAQx3jJxZZtpBicWpoq03VA4b1GGhhhCetf/eN4C97BE+D/HdaUZghIaSORBpsDPi1ITISll8Dtu8Nl0HE4Slt4kmW3Bnc0kx4W85/KwQ+u4T8JoddiShamwjHc21sMzJGihNEyXL7Lwm7Bu4N6ryluHiG5yzzzwgFAcFpiIe/lo43bFWUrTsNAFImevjJ36o3rVvJfwJvc9w3FGmsVlj7x+Hd0R5k72S85c3tJndcgBgx6lca2EADHfSd1sVDgAKmlzRwZ2T3Z7t50teahjXxuFcfut3RwogNUTnJe7JA1JDj/YmJwG35LyXkBHr/n7NzX37sFSVcdcR3py2Xa/JLnR3HMVPTwD5EoDWsIzBZMkZmw8vT84OEFnXEA8uE6Qh3oVJ0X5o4a2+cXfM6EQ2b8JL7DcT9kfsZ0VJbAzK/n7d338Ecu0Z216yT7Udogoau+bIx/p+FqdjnxPRFtn2mz4zUNEm+gjaTeDhVRD5ZfAo3hf3rvtLaucbqrTbxuXlyuVypffB49MTDw9nnwd5D+AHkIb5Ace5a+iSXYM1Hpp3+NoBs0uY/3j9i38+D39eO3gz5rgZ43TMEpzYh0IbbQy1JhNJkb6XKEwQ0JMvyECistQd6uRlFcYKYweN1Dv9OCA45j7t8yz2jMneMCeWKD+dWfjdHkZn1uH7VKuNLVfIu/jnId4BxBMYiSBq1FpprTr7o1mQktLUgevNSioYStsq18uV5+dnPn38xPPHZ15eLrTNgIG6dZNRcA2okhTJBmaVslgpy2IC4Kdl4SKZ6/U2EzIMa7zRmrKmldPZ/K1aK9drN3aSD02lk8XW00UrdbyAsxEXVgoFoYAoF/1477W4nk7dNrbaqdeKDu8gi0FPtqjU/71gQNIxOHEw2zyUV79T4MboYgxFWSmc6DQSBch0mgNI6iBYopTVAMAlW/dgHaYPlRu5VGPmOpOI0j3JAdoaTW4Yw7WzrINyPvvUCraozdloER/d05hBq4MyhzljZWLJNGSIROah9GW+8ThlfTEIe0Z/mLxGrMHkHXKn7U3BsInAUA/vdVscZce629SdwWE/t7aXMcX5zN7+iFhJ4Y/YD5a0zPua3veaeK96MsEZWwHgHI7pFauiszPgK3Ai5nb4avMtOoHrff57MO6sQgiwwBuRHOwd4r9Ligx2YW9wsC8bc8Z9YQk5h3iO0ZzI9CEmiz2C+OlgOkOyjUFJ3kxIBGizFCxLciaQOrsOTxDEPUA4Y8fE5l7a5X5YZoI9engORwmjYAgdj/CjUgBUWCXHOABcrwwykYjNKc91iB6fl8U+ORWS2nglUcZolFy8ssKTsWN3rxBjfxEi1vdfGw/IWPcOwqngzbiYPlb4STFfdB+OOScPg3Lwxr70fcfB+oL9+NJHph9m9xiyIcdvseoHA+zvMVMh9Q4+thFrmFarsYqtO6rrqvUAG43lZq91llJ4++4tt+uFy/MLVdv0fa3aKiGlwNhBx195U/8Uxw8XzE7eLSEVUioTnLEUoxt80kQWp1PcLdMRbRZnMIFM3YXZUUQMwUy5WBCuThdUC1JaH96CXIE0J34smgBe7Boys9Bklk/IBF8AyxRgohwpJ3rQsZt6lg9Gr4y20bYL28tHLh+/obcrvV9BOm27UOuN1juXWhnbsHpEBq0rqWXog7qBjpWkZxZZocN2u1JvF05rQqSxnk6kMGajc9vabAc6M5K+fq0Fo5Uq4Q5bq43aujFnmOsQuif6h5XK9D4MINNk3BtJSF65bZ20BFlsyiqjGgwu9bKyGZ0buNVtEXRtjvYXlmJlNqbtYn+iztMygGZoq7emt6+KiT6AQXS6gP35HUKj6eTa74VEmQi1hnVycWkdFpyKo9ICSGh8+Pvsvdl1Iuw5xoIL3QkkuYZCAH0+FGG0xKmWXUnDDHdJEbD7xgyztXKAU+R8L/4mZvCtLtdK1gR3YlxzIbpPRZ0szs4Sv97hxld8fHZgYg+If/azr/iP/If+Bf7O3/17P9QU/DgPBxQnSDOCJXIoIzoEb/tL++5jHViY4I6f1v52WqzZPdmfm+x16/b3Du6NgYklz2cqh/Iw2Z0B3TNAqiCiqOYZq90nTXQ60NGyNJw8s4o7S8++5ZCtIYAxPbR69bmThbkSNebLEVj83NkNu3sE5VQxvRS/7hQvxjqOZ2A3um/0w0DX5G+KrJS69xG6LGEBAihMOU1m5hiJCeT5vqJuJ8UXQuhpxLMT1Nu4xvTwDZiOeoLhMHm+cNguM2I9y3GsLXCyGykH587d1qFolgMIYM5B8/r0nB3olhBl3MfRzvKlAORgITW+6V6QHZ8rEchIgu164+Vy5eX5heolx2/fPJJzpnpZ7B0LzTYUhgjienIoVmLlX3Xwheffv240/4NyhN+TfO2HnkVRKyvIDh7tGnqmscdI5LGvuSMQqIaYEs3fw7tO2cETogzNvHnTgrT5PxkfIR+QZ0zjgG08V/VSBfGAyRjGrTVq3VDEzu9fP4Z1QZNiNmEtu16T+Bqe2fdibazH6NTNu8GNYcwTSZNN0rxLnPZB2xrXy4WXTy8TPLpdr6aTKK714L5HzmIOUcpkivsiJo57ygtLyshQHk4ntHZG7TQ2Wm/UvvFwWjmviznnDPoGrVmretHO0EZ20KmoEoXKUcIzwXsBwvfyhzeGgWL1VrleN27Xizv8AdxmP5uCl7zh5zzMqi+8BnvwbQ1qehdIhdX48b4/FAbbhJzsEwmRQnLWWARpvSm1DbbaUamkEfqhacoR7KwnvyYR1lrR1hilu96MBVBtNESKMaHTvl8fNVDCZk023fRl0gxylcMIHEsi014eNHUQXUMpnr+tOQNfe28zqLetywHa2DE1fGu7vj6MrSUTZGDunXVr7qvt5U7whUf0F3Hobjv2fSXAo33sY3/CxwLXxDNw298Ve8or78rKxQ+dP+MQjyl+g6A23LIAluZ14YndZE8/BaHh4F9HrGg5NVMvmpcuXpoXJZB+sdFxbgeNZN+HxYFI8cYPPilMPuE4FrFO9/lsyyGqSTRcghiWHZQMz008vgk/X/a5dgcWvQKO8M+GdAvszGEItuuuDzc/kpLpOnkp9S5LE/diOIAUtfB/CDJMYP50Wm2fquqlj0LgA7bHLQwKofx6uEx7ZqYjY67ycEuUYuSPb+Zu2sjd+pPp28zH8KXj+J7PfrW/fjdtY5/1X8w44O48RjbZn/EeU5hup82QdJgb8x48njTihd3TGEYKKUsBNcJFdo2ppzdPnM5ner84AzLK+dI+V9hjhN+m4/XDmUe52GbnzBRxsMg2Ch9UNyLRStWYLkoSD3YDNtXdWRkaNDzr4BKdZpJkDzCMXq3jHkAx0ocNTOhm5Jw8WAwELnmSehfPzR7oqe4ZhmjPrYRDZ4aJXpF2hfZCv33k9vwNl8uF2+2Z0a6kNBhjozcTWqyb0G+d05pIGZTOtnXXAUgs5YksZ8amXD89c1oWMzbrQq833r1/R99u1Ft1gKebOJ+GaGq3bg/+87IsjN6oNblIVp+bYVmK0ctbs4maM11N+6c2RbaK5oKSWZbEsqxcr5W8meaAiXQkGEJtgyIWiI8kLFLI6uK1CVJJqCZqv3kHNGvJ2qpSkrUsjT8muJlfRcX7wo/sZQjAwV77GQsxnJHQZBFHpgtv6PKJoUGBDQI2JFEknC5fQCUX/3eaYJnZhUGvprFwzP7jQJsxt4BU9g5MQbNORqke3WqVu1ob4VIyiwe7Ou4NdpI90hqjT0MradeRCZX/yOjmpRgwESBqjKfvNolMysFy8K3M16h6UDBU+Rf/2l/l6emJf/N/9Td/sCn4sR4RCE2QbG4B+3b+2WdiPjmqH/vS/vsoo3ANi2UBMbppV2WIkN32WC15vw+SD06vTuDIvnP6bseNW7C5OBkAu8GPzE9ygGQdmNKCekCl6uXABpLGXMjTh9H5/I/U9ABt53rxoGoHtPwEIxg6Y/f5Dh77zFL6WEWXiPvx1sPfDm3450cfXuThTBUX6wyASyJg9qExwkKKwXENNvHnffCNvfQv+XYtKHWYbkXX8G3CjogHEXGu1xMGQnx/Pke/5kmn9+8+lg9FUD/iBnycVPB2vSZUOrwkNXknqjmHfayjLGLupa/H9/VPfr0TTD+Miz96VISXj898++13bNtmooynM6eT2cfeoNY2tdgUa1SgVcnlwFDz65Fw/hz3mAAIe1Al2l9d6+Ga/FTn9cS7xyc+vDx/zzt/QodEUHnY9uaDMJtVUrImGckEpXPZRaWtC6gCfZZP2HkcODVkx+zc0Zc9OMituybkMH8s5+J2Rr1kau9uNhCsmYSBn6YtYz/32i3YdubtaOanXPrVSuOApZRdPFRkJkJa65NJOX17t7spm4RBcXFvDomVeF+wDUzX0hhI1dlHVm55od1u0w9SLLAsObMsBZLQxZoVyMDazeOCt6qMsvB4foA6kDagVur1RqOh2smYgOxIwpJgoNZZV01A3J6IspAYnLDCLLOrjRvdBZnNi3Dwn+Hj2hi5c7tutHGxMWIhsZBIrnEY7KPvO34dKmH6R6bpuMLIdg+oQ1x5nmVg9rF5y2/BGzmIMdhaH1AHSRtdhTUVeh203CAkKHJG1OZWu93YLldI2VjvqZBKoY5GKqa/mFwAWx2EGjLoRay8mSj7cW0aDzTJO5MhuLPB7DHmh/twYxAdmPD5YYFwyCUI6QAeRKwVox22awK3sZcN59YMT04fmFIBsLwuf/khZTT//z5m3DaDSiWYEuheKhqDMCbjsZE1tATndsZeyu0VCnPjit85y9pf332Q+POrx2TCKc7ixTtDTuDIE4aIidm33ibDTbJ1OOzdOsiGrIpdj2uNJiF1k/YIUMeJnxb7enIwhNSMzeMd13wPD5dhcTH93e/DPz8OsiO/ah3vYIJ9ViaQ8xoU4At/x/u0W4I/Su0Vnb9LyTpCqusKxUyPBhixr8d8FxKkAU4mEAeORgt9VWE9P9Kblf73roxhwbo4gQAe6KlQpx/kc032e5sQlchnY/R63QSge1xfO+i8+9g/tGztOI472LdfQyyTSBC3PiZ4FMBPrJ/prN7dqh6ebTzc/fuzJCv1S7ug9u16o24bb96+YbhvmH0ursvC+XTi8nLZtZRmTOyg3Vxi+mvn3G9y/GDwKC2riSVnB4/cJdHefBFagK2SJuW3dZxW2NCCdVHDSg9KLnQRUwMf5uDrUGsH6lpJWRRpkaX2rjCoXcc+5nYlCQKp29lP+e7BcShhsyybGwURuhSGZESqi+V6jbODXmMMtq1yubxwef5Aq1dKcV1khmtwnEhr5nQuLElBK6PdaHXD+uG8YRmJUh54+/Cex/WRv//xOx4eBiKNZYFMoW1GXyabEGmtN2pbPPtrrkjOmaHK5XpjKcZMsQUXGjyd0Sq9N1JJpNXq2wG6JmrvcL0ZapwKqwhv3r3hw3fPrOvJ0G9X2bcyOhvC7EBK9jGuw7SA8nJynZZEiE/nbEKTAcDkdChtFFOQN8G6vXZXVen1Zmyb2PTDGFi9hIGFwjxPsG7saS57gEny2LKjIzRi7H0CiFopZh+HEpcEpgEVEbe9v3elj+qtfTPJxRIlGROpj0Eqdm3DPuJ6LpYx7r2xrKcJfi4ilCTUqrNt/HCwQCRNJtNc7G6wDFOw8pehYEzZ3TCaULwBB2XxzgrD9UhGO7SLZ47db8+c/AUd02n0TU5NM+g+Uotfh6PENKbRdcPKM4RlLRbMN+vsGN0TUkpIq5at0Tj9ge2kw6YhcviKMNivwnqFSWn1n1NQdsWyNgqzLCRl05WhDbRupLagOZt4fJzDjWLUYu828vX1cHc9erephMNiTpIFfXNo7f3Dy30BGbE/RmZDpxBnrJ4Ag2W8gvCGHjJhuyM+tBEmPfm9RE23vcky6Pum6wCMbJiGiHWOJEQaUcSUUF0cm5mcUMZknNmeU+422v16d0cuPIjpSHiHR/AuUQQYtwccNfYSD1z2DLTSXd+oNeu8tC7Lnvm703zYy5W+VG366rHuz4tX9zPsVXNC7fy9XRjtYlox+UxS5fJyMQZlzpzPJwcwdkHSYTvsdFhIigyZ555MStlB3LsLfPUjBEhh1/ef/ev/Mn/4i9/lf/xv/1uf3+xP7CgZlgJlEZY1zQ6CrdYZrEQydvQNYx568wT3hXo3G5PLujPSpqMM2rolmELnDtNIUMzf6b1TndVWpLjz36mq6DBh7Nb6fCbm9zQL8n3u9Na922Bkhi0T2ocBSutSKFJoo00gILmAp/TO5WKMmijPDmZxTkLx+80O9GzbZhpJNApi7dN7aAXmKSfQe7Pf1UbrprUUe+f5/MRyOrOeTyyriY32NqzkIkrFh8kiiJcsrTkxTgvSz6ShjFtjXKo1HrkK67LCGH4P1tq6UxEqVTuDTmWzzl3fA+YM41EhFARjL221g9wYtfnTs/I0oZAmJ6hh3dYG3w8UvV5Yyl72Zt+uDOoAYxxVblTOJBInwMDwTmJrAx2VxADtJAZPT4+WnNBsYsWYNex9sNVmTKClUtZCzsKSCl0Hl9sVXp4hFZYHIS2FnGBZVw8aTd1FcfauiU3S8x6A7cHxPkc/Cyh1L/+MRJxirFDJ0c3Q/c65d4M2S/R9X9AaAVuMcYAC47B/piGm1ec+RVny4bp+fJ7WDJYPgS5AGeNuGg0srhra2VlwDuj4PjLuUOuJEX0GbJgvMbzIMjEz9+F30FHdS9DDl0EFrYqcDTRMGaQbeD36MG3RIXsjh7H7d3hzpclKEe9kFUy3YX4jOZFdgNlyPg7+HEua2IGG3s1HLBJs8P13R0a4f60N8YExdQR7Xh+7/6B7jmz67HtgewdSzfkcgtPWXTaecXxfzmU2yxkpEnPy2fXs92Gg0mAvgTPtSm9MIJX1/e/SS6bR6OMMVHIxm1PHQuorSwpVOOYinix3ee1j3Y+Lcg/q2L8HqikgpF2yBqZvdyfUfjj0C68HuCl8bgPsgpixWJ8av5+d5O56VSGaB6SUbI9cTHvLktM7yPWrju26IWOwnBbXyBqs68r7d2/58OGD+YzuL8SNWTMwSFHGmT6fZ/+0xw8Hj/LZfJvkGjkaWer9Pape42jzkJyFZrUeVqKRrHtZhBZCGNg0s9XVa9WXk4kXpyWx5OStzBNKY/arjqDp1bWakJZ1uPrSQ1FRmjSqVpb0CJJoo1qHn2FBRm0KOshJyOdHE6haCinBL/+x8vwJ6naFjLWJTQJ6QfU9oCyLZbZuwSAaiXentyzLW57e/IySztyuG2sWrpcPPL1JbLcXRBbKupCb8t3HbyAyjtJZXXwy+0TsniWsrfpGmRh0np8rQxsP5yfOqzGQWmusD2fabbBG55y8kHMxfaJcnDFULFgc1nlDslMNVSl0Ez2Vwk0WUlIY251BFjF2jWX6mMKAYwy2sRmgI52UCr2ao2BgjDkht8uN6+2KjmGZwpK5e5DHmmexWTTp5ylzuQ2rw0/CkhNvnp6o9cbN6gY9s9qtJfJwoV1HzZUB3QP4nGCs9HbbmWupGHTnoFXK1kXGshvWFa2P5iVDEjU7RoXfNvLIZAYrQlfXivJsnjUMkT0gjrrrtneKS+FgJ9u8r9tmulZrcdadiyxj7K3sCPQQS9KoHmrwRez5sb/2kz1mhsD/J8zg2rLsu6C2lcpG1sCzacPYkgZWmCcZWfNgwmXkDiTJKTkjLlmpguswHI9j0A6WWTecZN9cjqhMdIJMCOcx+Hq17HQhkdW0SRKQxbpHVq3uvUXGS+g5Odz5q4dLdd9ggooOhsns5lX2csy47LgXmLGLc6vse9WuwzQpDeCcJG7dBZFj2xguJDmvLajjzk4YflG3MQyIZj+BHMZWNnPt+iL0YusoOq/Yhm8uS87iQGFcQZpOrsjOVbOyhUlu9+f+Knt8eH6KWkMA/0RkIHcH0mnwsrdet8zgmMBRC3aPA0cpAhzdgeMIoEzU+/65xny7uz63KQpWTmgIgIM65oDEGJaSeXh44nQ6s64GwPXRSTlPxtMce5Fp2615hY2vJCudTClNMHO/PmP1Nr8uUXf5HC9KKTr4OFsXEzz+5+GorXLbNvYuZZaZ7qPfOaABVBfAxLV3Z3n0C9utcl7fElphVu7UqN6lLeUy9cFaaFuoUqsFFsm7reU86OPGWEyHr4+GZmvHLSkhBdacyOnMy8uFGu3pl8RaVgO+xoula3JiKQuXUVjLyiKQKmgeVGfh1tvG9Xql1u7U+h08CoHZcy4si+sQrSvX6xXVTq0DlXzofpXIZQ/OjiB+sLIssBt89fCG85s3LKeVvBQGynarsGSWbCL0+dA0QntHm+kjLiWhp5XH8wN1s/K11KAUQUohn1cYjef6keFA0aCyOXD0+gi7LIh1u0VZKBaM6+BWX6i1+e8EeEAoBvTQ2Bf8fTvsz78nObMJmicMudubBsrGYPA2PbKOhULmzI2FSogdG0PT2GZJlCywJBMa99PQxfwb7SbTULoxlZJ0Qn7AknfKdn1GU0bKCS0ZSkHTjZwWehrme08jZ4FPWTKk4kwit58SrIkAf5J3o/ryEfZpiDHh21yDadqwrsOBXPc7NRAlAzrTUvbSTlUvscErFPZnEXvkkQVxByT8iAAkbdXHb5hWl4vCzj32VxxHpoi94H6J+0uxqSYRVjmxjRtwCJLVml1oUkQtEXsM3H/dkZI11hg9dNa8NE11+nRjGBt7T0K/uvZsZWaTO+ySJXYdnvAWEwe3a54I1xfGIxLg7jPGPFGFY5nTuJ8DX2SjOThzTA5YdcTYbZ3uLLvJyAzwL92fdzKIxu5rJmcRt/65nXp9DCd2lDTct7FkYAt9s1JI5a3bYqu+KNnWzh0poA1SUevYLrAFU9PLTu3e9+efc5kJCgMQdff178YeQp8j7INdtxhEGcP/A9beLNv+wmMOtvcYBjLrOAJHh7ktdk9t2wiN6ORMrhwVNsfnFWeY+5kBqhN88hj55eXFKliWYr/XwXpaefvVOx5++bWvAeb8kzE8tjZVO5Gxs8R/C8cPB4/KEnGKIZS4zZwlX2Esg35sW2UKVXFML2YaBgcZUho7QtyVSiMrjKakNAiqbJDcbZFG8YE/MHEanewlbBawGBK+jUqimFPjdZwpJ4oW2Cr6cJrlRGOYC5BQyCZcJXSS4NlgWJeVcT4ZM0obImMuGtXMmrDNM0EqsKwLks/k9QHIPD2+hS589923jNZYFqP22gLrxkZRY+WQhK6d221zsAEezmcPgECHv0+MDVCr0WdabfRTs8keCv+Idc84nVhPJ5a8zkltPqZ1k+hDSUumnFbWxbJCozUP8iyLLzlaVNtzblv3AL0gaq0Fz6d1IuQm/CWId2bJ3RhLQ7H2t8lZDt6lYqiSVSei39WdCzVwJ90Z1qAHC6f1wZzvkpy2LkBGu4EkY5gTJr3DMkhqwJi5cla/bMg6aIbkJWY5F8qyGA3b9SlgR6C7C5ulnDj3NjdDdYej90ZKlb38zmjwlnETL1fDjWdyrRYT2rZOy1H+l2YL0GBKWccIcxaNQj0cOY+gc1gZXb93CoaqZXzLD69e/TEeR0FELyCa+mjHThs42NjdvgwaJWekGOsohGHvwAwxwGECUA7IBY5iU9DBAWdMxJeZns5EETDwIs11Po8CdOvul4dSSCzLicX1csIGWhe/vWNS9c5fCLM5WDiAtu7ENH7U5kqdwGRs0DYXh32Q3sbMxgS4GGDF8R727JDbZFUmKhR6Yil7QsD1lbo6Lq93XbYMhLXsIU7517yYWP3oE1xKMkj5ZImICqM6m8kDxuz2bzps0zbt9wO4PbcgrrPvBxIIEkxQLGllpIyGbpbs92xv3efW7Kw3z6P729wZHL2ZMxNsLdXZtWpZFtZ1dR2C3TGfQ+0WKomY0GvX+2v+FYdZQJCcTXgRZgna7Xrj22+/47o98+btG54erZNHdBh6enqktc71epuZs+gMI+KAzxEU00z3EpPDUtjBkVeXHPdgQxtjmxwcHF/yFX+SxwSnD/8OYC80hVStfCiLsORsAZ1lchARTuczpSx3gZCfHUnZ9pDpJ8UaTtMBj0Px8nx8XSTb3xz5nQmgYB2v6+qioK7RNpqX0ikyHAzKmfXhDFhAsm0bNf60Cjo4l8X0moZaLaSD5dn1fq5t48UZQFGau2zDpAK6O9VqraW3243Lp2dqrcbhyYouCqWh60bK1sFmGy+kTUhpkOSEjkHJhfP6wNPpkVM5cUonlrLy4eVbLl9/xybiujfGJC2rtatflsKyZtbVyj16SdR241M1plG2FANHLu9K4syJgXKjUl+VnZ1YGcDm/B+DlTJRjug7i787EV3TPj92ZpFa4fyvmI0NuDK4IjxxPj+ySKZsSuruE6SEaHOgWShZWEtmXQs9ZZSOdyWweZRSVBlbdcBQRq202wYjUUl0EdKwDlVta5A2uooBgSWR02LApiRyEffjFnBZBNWdAZxzscY6bmq3Pg76mAYuBuM9On2FfbHOXp4A8r00QIPeBsuSIrqY6wGsiU4HtEcpdcJJHZOFNJMQXgERLe+1hxzDjwc8CozSeuyF/tp9UiJ2sSRqJfEkT5R6YOsxlcIsVbwPT52hfDBYX2J8/EaXfdCzihLHyapV74IIh9dsv80+byhploEF2BNaovrq5hW9u3bzz3c3IO7tuO0HcB+JACvDv7+HI7ttBxrvvyNOyeG9Gjf0eky+Z14l13u7f5/s8clQj2liXM3a1HGQC0gmgNfZAQMJ5rYcQXxbH6kUlpxJvZB7gMjMWDPGL8Cx6AK8l4kxz/eaecT3rZ9XoGN07fxV6+175+HB5z0ydWYiEn/UB99+sq8P17M3vQj9wj1SUWX34fR+TicRQyCmH286iC+3F4SVum2MZM9wOS2cT2fevHni08dn51ZYkjaTGC4/I1msy/Zv0aH64YLZ2YUO+26g8QAFYWoKhfEJkNa6MGTrpHFA5C3tBBpCpggj7YvMssa+G7njrNr9b5kTUN2hnsZAleYGJGlnXU/k5NoNTsUM3RopninOZWY6Bds8s4qXIzW0V/9jHdGWUhirZZ2Gi0fmqHXWhZINcFLMYV/WhaKPPD6+obcT+HeelieeeUBrpecN0QreWnJZC4/yhsvlxTbSGHN3OBFre9t7QzXN9onizkYflVY3JhtFrAa1nJyqfciAK5k6hFwKTXQCKOpjtpRCSsmo4W0gcsW6IK2UZG0oe6+IGLW5jTbV4sEN8/DOer5aRJTh2i5dG3Sl5ExZCqUt1q0sG0hiWSWn/4GVu8hAxM6DgvRgPUXrWyNTbJcXrtuVeruhDLI3CtTW6E5r1gADbHIQjhsCuRjbyOj0xjQiaktV0dHR1qB5Laov0D00Zzovt9sLSy6uZRSeloL2eKQTabYb8E2oKykVEzF1EzmGmhB9NkcrucChoNDV2SNp0m737ExsJOJTSfi9X/yCf+Nf/6/zv/s//B9/uOX4ER07IB1jbj/3MbwTTjpoau2f08Nn/J/+ur3JgjTT7ZngA4BvrNZSOKNZSOwOTATEsc/L4btMFLnTRaO5JNoMGBLFmGUi3J5fyOfVxPlU5+9zVjTELJsFcIGGTN5MEu8G7nRj7GfuHFy/RrUrHa832YkHHUqkwjEWXGtJnA1wYADJrskkORnbJZR3Jx08MlL3QuG7gOyhQ4SavS3Jn2qDpGk6ZXFdtVkXQ1Kez9pMg9kQ8XuazA9PZMxCZpmDMsdJ4sKmIPTuPKiD7QYuml4KaZ9BO3Bi4LDkRHOWSR/Nn405N9kFaffujMygQ0Y6TFS7hphPus+y+6Pv2oAardqXxTpfbZWUoFZrsPDy8sLL8wXJytPTI6fTaa6RZbF7WZYFVaVWL3kqlvnCmXsmsKk+D+J5HsAi9nU3h7iP6S/sYdp+7KDSPx/oUWzb+3GYYzN4EA+KbS8GG8fRbKzKUlg9SSBEuUyAUTabRcUT3aafEHN/AhAa4GWaOkmWhcc+79cTe4NgDnTCwVE1JrStTZ3XqEBJmVEbt9uN2+1mQGW3LqMGMCglp9nOeO86avM09sLerfHHGEKvJsSqJNPJGhbgt969ffrYy9iTX2v2xGT2JAywLIXzwxkdStO9DATFy/me2bYNEWifPsLo5CQsApIaWjoPv/f7vDw/IyWRl4xkodZORVl5w5ISF724n2qJy4ZwYUPRvSHB4WjUg/5RBRKFQvN/T19k/n74a+EXC1ZG9Jp586uicwUaygsv44mlLjQSD6NzEuuiVEq6C+LKkjmdF07r4l2Q5fCdwpjtq2NOGEhUt40+hJ4SUk7md2tn9EbvGcbCaN3EzMGTYGajZwIsbEEIT09fzDRsho4JyaUIQtWYj8PjkeFaWWlYmVEklWbidQyGJErWmYS+K0eLNXoYxQkq5exyB0dEIfbfsIMzvW727kcEIgXgGcG5+Tb3oIkqU2sK8PXz62zz5wCcv7wH4a+Alx9y7Kwe98GiG+0EMWzNCGITIskenyZnUx8uZYIFx++PRNDxNTnuR/cXq+BM6DFLLic4k/ZnfzjZvse5Qd9j4yjhCp/1CH7G+v/8CBamRvVgAsnCVuu+x3jSKBp8kGKPkKnJhBpLOjoFh6+BKnoAbBFnD9/5fzFUllCw986au31dTF9S7vYb2G0I+vm8eS1DOZmn8VmMpDDX2AEIer3mbN+T+0eZ9rnwuVcyPwg4AIdpbIXO2d1XZGcaRYLy7rotHj7OiTmGhxu2axksrh86hknZaE4sxVhzIsLD4wOXyxWtLivgZeopWYfWuOw//Cu/z7/6n/tP83//v/7tL9/bb3D8cMpBaOnAnrlWJTrERCYzoDSbbPaz1ZXqLE07GoopmBqbvxzEESft1aZv175nhcOF8sB/xMI5BDjqgU8m3XU2wnVCIouaklWUqxvOaJk+VOm90uuNUU27yLJRiVIyPSdwradcXEh5nEhpeJc0gS7WRg9Fc2UpD6g00+Ahbs06hYWOx1RLT8U6mGgjryfPSgcFcXgg0ieQIRg7Kgo+em9kB35CtExStqBPZZYyBQURzSYsd1j4I5D8MGCjAw1xFlRaF9ctaQSVzoy7B1gwMRJCq8ONwJElIAcDX9aF5KKecwH5454IraqX1ADigm86yK6FYBpGym27sm03dLTZDhEZtNoZJSHDykRs4hwMs4NSKVlXlqD/EcGOB92WPR0k/z50MEqeYXDQeEPbJaEkTX7+YeCTG+p4rrZ0bM6PHhoUOv8MH+O8ZO9+J/P8s6VsMvK5HDYlYwbsgXnMv9Oy8i/9x/7qDzYFP7rDA7M7Nljvd+Z6NzmxUapp/4XezQRadKd2Cr457pGfqnczOm5sh45uGp7RoYOHMcvGtFM24ZUR+7AqL5+eSX1wzoVRVlJXyrpM8ChK68aoiGTSYtmMPrxYTiT8JM9c6BSiDjaMTm0ecXD/nr2i4XW47SSwkkkJDp/EdZjmGmbOUQPUZAYd966W2964KDf84QSSojx1P2eAO3tJmb/fo2YLMPwZmtePtA7F+nLaOvD5PwNis9mfI4kO26p1z4muJ2NY4wGA5XQmp2RglZdEJu9Eaqc7ZvztemPcSrJsXfPy2aHd9yHviBUAZ8xHty/TKXkF0vlTvZvnuxPsz2+uf51rXhBaNzbRp0/PtNZ4Op85rSulZKKNe+8GMKWsTrlOu9OPqZMwsKy0zyc9PI/jPrwPycGmH+41HkJcb3LQ72dv3/Ff/k/9K/y7/89/j5/yEVTyPgbpwGw8soJEhKVYGZU48BENEoC9pNGfr63Ng8MZwcZk7ji0mNJ8pnMeyZjPArFzinDIyOOlQruw7SyP8OtJ2bg2CdBkpUN127hdr2y3mwWbXWcwM9y2DvF9qvu5dJ8hMa/7aNyulXqr5FLIsjgru82usq12Wm+WwVUr6S5lQb1sMudElsLptPLwcObh6ZHeOpfbtgdEIrTReXn+RN0qpRRkdEbbZllI1sbDOfP4dOZ6u84ucAZyebkgUWhgJWMpGBdAm7DRXSRqY+rPcbLSUP9sBddDsvd17kvPjjuaHs79OuI9HsX/CAFGbXzgU7/ZHiUFKStpLaQC7dYYVFZJliSURBtmE8wBGlNo2iy72bQxOoxKxcHxZVijHRX0doHTQjkVshbolSHFGOaeqY951ocxXHq3JhUzCcLO/O3dGJJ9+ovuR84h2O1NH0oaBjh6PDVBey1ldgm0QdX7spQp2h4xxG5zQ5fw2K011vu8itgEYk/+vkf0z/KYt7D71DEn7w+9C8bDF7BTHIWvj5++v1E5JlYIqMr3MN/bVb48KJPZFIDRBFMO124nOux3sX9jSdZdgO/uvubHv/TVCgGsHEfiMCL7x/T+2d+dIxJ84VCZySW8EQ4x6+Fjfk/+Lsc4Ii7e/TYBDT//OC/3PXk4EDg7cB39DI9nZH6dM4lh7ufxDPe7irmscyIcP398d5RXc/xs3LmvicMV34///ZSxT33fujn453p8rjG29xfh17Ynr14fKjqlQ+5/YX/liMN9fO7E9Dk8Kzx5OMf5la82bULgHbit85hZbZ9sDWOmS7Iu9M3g8tKsS/f54cy79295/vTCbWuW2+udSqWIGEgo8PTmgb/0R7//PYP4mx0/nHkkQcHCBaXDWIpllrx0ZjfWY89GjHvjYnl65mu7E+Ot07URNZ7M9ymCay8Mc3zCIISTbQLJyXUt7JMphKTzrlkyvFYzp2i/7g9yGBvEWDz2ndY29kbfrvRtmyynlLLXZFqWKdTkCwnGQikrkfXeekepbP2Zp6c3pNLp/cZWX+jjRmJQZIHU0WSi40KyTF0p9KGsZXEqrBmMWWplFmA6izjwJRh7q6TF1PbJRkVOBT2AR7NmWK22NxdvRSvGA9DhwFKUP41GZCqGOoCGZxAZE9iw3ztDI4w+dsHRJjyC1KAXmyaNennWDgiFxTBaZGSkjsGTWrvh4YIt2lHt5shoBxksayIXW2i9WVtdDcCO3YhFR49p1D3xr4IH4Uq0gU2BUvs9DL+33rtTfG38emRHhFmXamWKfo2oa+0Moqva3IbDgZ/AXEfE1kZJ2TtamZhoa9Ee1+rPRx8zIE34vFVjPXWvfw4xOX1V0vZTOmZdsLpYXoBlc+NSQuPH9jsTpU4OckzfyR3UFF3ClLDg87t6bMpfOMQDpAjokzvdtEYCmvpcVUxfoTuY1DrPz8/o1rilQjudeHN64NT3bW0o3l2oklgcbLCyxln7LkcGJnfX/aUxMydmd6iG1UceNlWZXz6dv9ikSV7WJozoRu/PQVSQjncMm9/o/w0iZIpvnqV37myq15Pb14k74pBdiiKywqJB+w32RDYNn62hLkhs4E74Ofad9lqmufDv/F63U70b29LKQ21/67ebJRrOZ5sftU6wLfa02PdioMLBUwfTIykR45skutHpBI9Dp2k6izEPXzul4s+FyLbvz+AOvvLvbN51c1mt/LzWyu1243q5Ukrh8fGNOZf4usjJhJC7lULnUnY2TGRVfQ/aW/9aCBx+5d5m/lAOoGqV7hJr7+hs2Y2lZGZvCPz8/Vf8a//qf/EnDx7Nx8jeaRZ016EQ9gSCu0MRk8VY99YnC0h1fw67o37wxGcQFftUQl2Xz9aooiTfTzC/Ib7c99uuCoMD8LQH1NbttVC8NXXrg+vlyvV243q90WvdAwy//zE60WwgXgwYY39N5p512y7crpWnx0dIma1uXF6ubDfTxbzdNtPIbA4e5cK6nj2hkigJzqc3Vo755onT+cRtq1yrd8RMxlAao3O5XEEHuRhT/NI2btcb9M5SEueHB1AlZ+F6rdxuV7a60UdlJZkq0TAZ7ICP9qgnLN9+o+YDm+R8xjUs5gjsvs2ryGufTNN6Kveg0oKVpX1pP18wHaWElcdtKM9c+Ojz5w0pv0GWRE+J67igozJkIWsmdQfrNvMBcxIoxj4IRmXvmdYzqVW0N7SbLS9eq9teTIy8PJ5YdKG3BHm1kin15jlDJ2hqJc+WyFSZnudMKY9uMgfCDMVtX/M7jqeQcIa5+4O2tRvYFXtlKgkZxmLdE92+N+q+Bo4MithTRMxfD7bS8KBvMsJ9X1YiHvqL97e+JJ4bpfvKAWsJ4xzhWszPGdwf7ifsS5xF9/l+N5XvtjLZXwuQYMYzbseU+9Vw59rEfpogKTqRwbCJMv2a4zXo5ye6O3T6i8f73Fkt0z77jNz9rs9OdGjyA9GNNOIGmfe7f3i3ia4t7Bpmcx4Kc97p8HMerhuNMv45EN8LpOye2O4X7rern73/9XHHDvIP6vf8bgJ78up3evyn+6aRDHER5S/CPMJ89kfQ6JhkC/BNjkne3wC9jbfugOlx7XiidF7dQa6EXZbgKAg+8Yo9qDze+fSJTRHInv62DU4PJ/PlXCMTNcHsVKy89/37917xc6V2Zbtu3gAA0rK4/VOzgb+F44drHrm4nMRuHzY0WzZVUtRpQ0zHoWolNPQ7VDXQYStjCl/FHOblvFJv2JdEWZuLDy7lid4aW7/RZbhQrUX4enjCoSMTXthEBTUyZ/FWp631Pul3Y3gXDHeUDCSzzHMfg+X8SN0uKJ31/GC1lb3u4FrZYHuwDVAETYW8nOkj0b3cYjln6rWxbc+07YWUOtqNFYQH9INBG41cVk6SWZfFA6kQzPB27bXeuRqtVXtvBM0po6mgQFF3bRzomiVM3noxaIrZaXahlaNjWFA2BqacFIDN2K9nPvm95l+7TZJ9MYlrFzVIizPSxEtAxnSO54YVkyUm2yHQGL4xiTKV5NVrlkUG0EE7pUDKhZLE1O1dryFnEFEkjWl4jxlW0kpOBU2d3jCBXWeLGavFA+cR1Pk9G9Db3vFGNTK4ng12OpYSOkRbPALblEaAUw6QqqApM0bDtO2U4kBi8aB+duthd2hATWOl77XNASoaTjombhbU7Z/q0Xun1cZVb6SSp36MetBqmZcDEC3eplp1igGiFmQVLPM/u2zMYXFgxul6Bub7a7IzFW9i67H4Zt87fPr2O5ZlNeH3nLhtG998+GDX7p3VchZYMlsfpG1jSYXz9TadqQSodvpmeexcMn1JE3wUyt0jTNNviw3NtK1mCSlhg93x72O2jJecHJR0kEbEgTlAYCRzlJKXXU16vztXDEVTnzXdeyNodkc0/Jlsc7J4d5XQVusO5JOw68bWR3VGWXYWDxhzZ6t13isSjL5goxrTqHtb1WVllu0Ck7UXjm/fOmvJFGd5dF+L62mlCF4qrNNZbLWRk3db7L5uY9aI7Sl9tKk9hwipJE9e5PncJnsQ09fgsKZ3gMBfVi9lPGYRY55KgPXq1WWD2kwk+3Q6k3Pmu+8+8OnTR0Tg6c0Tb96+oXlZWthlY1yq2agmpMXmQNcxr2koaHXttmzttksur4Su/Zr8OjMJzbguxJdWtBjlPu7hn4NjKYXTuk7Q1zA1paewJ2ZHaqukEXMzAlOZc9P2UQP/xwgGWwRohwDaF1jEI7YnHAEkQG3NS3IfSdKuxQTmux39KnZfN7lWXhFnSG2VTx8/UVujbrddT8nXuQ5lNCUXmdcT609U0a6T/R0JwFYrW73xOB5QMaHrl+cXri9XUHFdpWZyApLMV0JYx2LC4Ul49/Nf8ObNW04nY27fupjQcsqUxUSXtZm9CUBkPa28PH/icrmw3a48PZx5++4t17pxKoUXHbxsz1zqCysrD2nlZVxRGupd0UyByJzlRIgY3K1SIiu9lpWkyUrxaGwEqL2z7u/BhqhL2cPF/bwn9pUWocjx97b+MisdodNQLkDjNjLpZuOx5My2XQ3W0uzSBA4UNQPUQlaguwB/Lr6fuD/dh6KteVLD9JpS97LEWklLQ9bCqV1Jm52nl2IdnVOmFGNWu9tjc6oNL13c72c5AgNeJjmFtYexOiUXFOVFX1jONoStX+nX20wGl7IiJfPh0wdSTixlNY0coDnTFJK1N9fB6G12Q5wsv7CNE0QJH2HX6FSJ5/fjOu7CWAcoYN+y4/Xwc80sHYJRVcbU3bI/6WDbmIjUcV/7PJAXwZuR2Nj1ZgzdY6XCIcx2H2PXpCS/Ppns4NGMTgIs8e8PTEOdARXA0AEIOcYyc4z8PdWuAMMKDUjc8bRIlNjeXpYlRpnj2oQ0TS/uReqwklR12Y9IZur04TxhNfR7ffgjA/z16/M+JvByiCMw0IaITX4F4HI81/d9H4CK69DKfrm/DsixRL4eL2+/L5EZy05/3p/R67LL/d/f/31f/N2MO+WLQ3zUauJwDQDd5RSiQ7fpRQLaiHYsMjWJhOZl3CVlinfSVpStNlqtnE8nSxo7IJpyNoZRbZRihJZ8OlHb4OXjs9nl08LibZEt4VQ/v4l/iuOHM4+OcVRYE1/Iubge0uh3i9UEyGB4CUcs0KxW+y6eYbxbQwI5ZZokK3/owNgnY8kFQelabWBScZT2niJqWTxvUxd6IBHQ4x2+HHgCC6BLsU1yaxXpnSVnzk9vyDlxSYnr80fa9sLD4wPtw0atJkhdysp6WmfQXlwoz8IlE6UeQF7PDAa39sxWr2ztE1ay8hF0kNeFvCYo1hmi6sY5PVqA4dcboYKAASI5c315YbtuaEqk0yM1r1aCcDpRlpMLnZox2qSwLCdSXhx0292LZV0ngjoX4ej02hmt+qM159WCBYdxHN001m8i54XWK7dbpSxe9jVpmmkXThM3lkk9pvfcXARLE90NkMuy4uOAA6gb0hFGVYWcLZhDBtpN9LI2a38sSVnWwnpePVCtdh+STC9F0qxCUjVgxkSqLfvVtjrbECdNTLbQGJADcKsR4e1zkjDiztAag94rzbvktFopxVp0S7KAU7sgkjmdzubcTyZfZ1lPSElsre7gkG90okBXYxuoj3oSSHl3BNwS52TAZPpec//jP96+ecPzywvX65Xb9UbdKjw+sJ5WAz85tJ/G1kx20K234cCRmLDdLB/Uz55hLi7K7yyO2jdGa6xloRX73J/9k6+tLTtCkcQiwrd/+jWrmI5Jypm0FMppIa0LPRn49fb8QFbg1igdTinzzZ99zdvTas5GTjA6Y9tommAVlMVKnwTQjjg43Vsnezcao+qA6kAaUHb9El9AJjYtgi5lZkpm5pUIXSyjjgMSJAc5/dzhKYkHt6phbw/BYkkuHB2sHWaXnJSsYcGyrIw8yA7K6hh0ByeaWllua5Xttu3i1ymznIq13xahJ7i2zqePn5xt6JplxXQybh9unM5nHh7P8+mGaPG2WVRyfnykbpXb5YWtNvDuWHXbPACz+ZBLoQ24Xm+s59UTLDsYO4aybXV2flHJ5KWwlIWSktm4obTRAQM1EVvjs4wtpuLBZQbQLBb8E2wqCexuBpBHhyu7YPbHj5/47rsP6IDf+/3f56uv3jHUrmHUQcrq86eweNe1unXqVr05QHPAXfzZ7XuTjkHVSq+KLs20SbIgZOcLvD7ino6OngdfE8z/i8/S/3mPdT3xcDqbnfF77TIoHoCA3XerlYElUUoubqsKmpXkc7ltbZbmxhoQyfdMP9U7vMFKWQEiQ/vDxzRKKkUtjWcaRIBC107bKpfLlZeXl/nMrOzegXUVBsbmaF18H7dyT5szytgaY1QDnJNZnN4rfbv5fBNau1K3G9u2gQq1VmrfrAyJbE0GlpWSE1nMVrx7947zwyOpZFThPMQ1KDJSClu3EvalFGq/sbVmpWvAVa98HN+xvVx5fH7ku/4db9+/NX0vqWw8swAlP5GHBbA3NjY2Y6D70b8w8wc763FZFtayMsZgu23U9sz+8OTw5xjYGBhoR3RMymQS3YqviQDUztVw2fx5BmM8KdHPdeNmtqN11rYAlcJCdH5UVaq1KOVxPfmYbd6IxEBIszGVxzL8GVrwpGri4eRGvW5clyuS/b7FGNVFzMYmtavXYJ6XvDM2D/IGx0O9ZB+Y8850KvOcvwMl1zwTmTOpOdQTahsiyZIVqq6nZKzQ7GW7w/e7MSpopeQT66nQeqPeKq1VAwhK4eG82L47RQPd72sDxm8ngPvzHCIuig7WnMDHz8T0g01hxw4eHHcgZlLAAOx2F3xHrNLHsGSaBKwtd0jVa1Ok+LN3aa/Q7LRw814EWXy/NcZsyEW0fX6EbyMRiO+g9g5C2bfelRYe9s4+opNb2L0j6GKAYgAw48AkkST3MhuezEyyWlJuFLs/9pU9O5iWxZrO+mc+A9jcN7C1dR9Az1s/fj/3e2wkO790fA686Bf/HeN2fKnzhbUZyQ2JRCuGDxzEtvckhQPrh2uYbFvvKnzf5Wyfr18GfvZnHMnSw5XPYftBTKTDXn0c2zsGnydprPrFfOSU1EGuPWEZVzB0eMl4mnNktxf3Y7jVinbT4U3LSu/Kn33zCeu6dqIsK+9+95HycqH/8huWUkw78wCmpbSX3P15jx+ueTQOjuvAS7zid9b2KdrO4pTmJSeutULt5GX1wGynSTtkbBpArjeTgI3u4tNz6EAN/c/ulGTSpB0LStt7I39+7WrgQCoLKVtmxGqlK1khLZnRXB3f6//76A7yWmlRSrCshZJP1K1zOp2AQW+FlIRlWewzvRso1hUloWJGMy3C49t3jN749sOfcfn0kcvLs7ezvfLyDPmyQi6ktVAeFpanBy79mbM83dnsFGjrcqKQ6bfOwNrbPjw9WcalFHLKFoCpCTzmlFjWlZTMKTXwSNBsegHLus5xFjXdnHR+oOWN7dJp/WasnSQgldG/4/LygFWL2OYdcdOo3TeVKD/xUrx47tyzwWzHdct9LBWaqKMa0pqs24iVTFqQ0brrDpQVRGnd7jvJhiQ82LxRBc7nlSWv4Ga/LItfp3+dCGhCh1jpmYpl1DBDXZszhRA0BV3bdIuyZqNBe/nebptszHo3gnlWa41ackZ14Xa72v0VawebsnV36V2RbM5f1wBArTuVuri8Rvti+9/M1vcexss2eDRZmY8aWyunfLhfOK9n/pf/0/8Z//3/0f+Q2xbtfX8ax227MYYZ0HWdDxKwdRhFM0mYrTKH7mO0bRujWwDBcjIQ2buhBRigOvjjv//vz1OnlKi1sm2bg6PmlKacqL1TR0eGkhv83u/+AnGGgAKnxwfe/uwdtXd6dpPVupVbAb1tXK+derlSt0Y6nUhLQZKi28YYiX5efMNxse066MugyYVlFFopDhqbKsnwe053NSLhLNnP2YOEWRoch88pqwO3OZYVVLqxUGLj1t1BkVSm1lLrnd47pVg2pctCaxt62EOGdE55mc/EzJ0FkbZxbiSGtdXusRnbHE7FgqI//uM/5vJyoZxPPP3OewThH/3Jn3qJzWLMoVJcj8U09M6nE61HN8TE2/dv+d3f+z2+/eXXNp/OJ8rpxK12liJstdNbN1A8JQOgPXiak0MHw5OBxjZSRDIlCVIMPMq5WMlFi5LWg/6U+mnuEiL2O9HjWDs3IQIgCYf26EjZeS2Ln/nu2+/4x//on5BL5he/+wvevX9Lypl6M0CttWrgQLIOcL0N60h4Emrdgdag4SeJ7kjJwQtxhleHYd1URe+ZjWZzIiC+iyNeHb862/lTOf7m3/rf8Jf+8C/bo1VnbvU2W9RDAIR7SfTq5VMl7wLwKGzPNysnbFEqaHt9SrvcfOyLxy00IKvYWb2VgHV6TWJCxhIJDjtPkXiv3gV8Q9Xs2eiM1rlerlyuV/uu6SR7V1KCBSkmsB52FW+BjgCDDbxUqTHaxna90OqNPip1u9hdjEiEGCieJFNYjOVbEpmFnIV1ySxltY5rSyZnmf4OKZPWha2pgU/bxlYrI4E2Y9V0bVRtVCoXLtz0SvrH8DUv/GX5y1aOJAaONDZ6NW2iwq5dVHzkAzaKcc8IZwrPmM/S6bRWSWriz1ur/pkjWBRrxfzn+9ePR6fx6fD7jJWqeTtPEkqnOd8oIywImQc2S8kSvHerI1g5ycJpXQ046QNtlUwyJt1ppV8brW70rq7Jab7D6WyMFPNnus2gvECxTnxyvZBOK8vjE00HsnXGqZJHgjyM/T+ElqCw3N1lzNN8sCntECAdgy9jQu0s4uTsO/U9PdjeSp+2ZnGNsNGNzS5LojjY38agtWZMfQeyeneGvhvuYPvtgf0+B4xd+tspG/ltHEnE6NHuI6kH4veH2xMiuA3fEWIOJlHw0rQxx9UYkp+VNR3PrLbTH9mT7m1Y8YmOQyzmr7tcREPJi0kDaLdVk5JQZLnXm/L/D2fqTmKRgxfyWoX5C8d+vs9BlQA/hvtWxqAerOsCybo849pvIoKMMhuavMLRDkzindUU4Mfrjn5T3zSAVY+tpn6St/WM743Pve64tev+/Pq9tn6WcxBeA03HLoiww+DxvRMwksO/w6+RiHMOAJLyvXpYn13Na+DqABD9eY5+mJ/WFVxdbziRhiefZSKS88jF9sEAsuO+7hlsh4QgFndTImZWT8IOtAELk3UWovZHneiUspVvn8zfrVs1Jn+yhHKA77+N44eDR2qZ0YlhRNDhtZV12yxgTvft4ExUtEzQZwxs400dHDG2wY4l7uBQSgxRhiava/ZShBzOzaGrT7IMf2vu0LiBC6HopNmj6h2BFMGNyUA8G2Z/xtRvihKjOATM+RALRmAwFsvegHgGY1DbzTLUOVGWE5pXkMR223h884YhHb0qXW70euXNuwfO6S11S2y1e6nRXvpndDx7BCKgTuk85YysJx4eHxnaKctyYA9BG2ogSuoskpFVKGKPfHTLzJlivI2naeT48yueKRge2HjNenKtGEtyKte6sW0VHabPZO0B1UruUqZ4ydwOHJl7ZYvaOsCN4S1x52PwQY9VpYbQZs+smyBin8H4XtfMfF6+1SHDVAXWspCyZd+HhshiZ0kJJBvFWiCV3XhlWSbA2UczCuIwfS/TXEm70VUTkixLdpV9z0boYFI/R7Psl4QzaL9f15VlMQadMbqSURy9Xr62mNPOTNCB9uqtrA+aXT5JBQ8qogbcA9LROyVbaaQXDExjZgj5ke/70zkuL1dSTpzWFXDNKaycaGaW3EnZgzTrWlBr4/nTM9fbjSTC+Xzi7fmRf/gP/p6JkmdjJJZipaDWdtrOtSwLjw9P9g0ORvz85z+nZ3MytQ2kdn7x1c9s7fh8HckyYX0M614B1pp7MdCyVc/Y1sbH2mjXG+dloawL5zQYLzf6UB5//g5t1dpdnxz4zWbUc4/soU6nFo0Sg/vA3aZO2Eab/+rvt3I5ByvMC0EFmjKBXOtukfbzipWnpnDKJPRv/FG8alcdj6f1hmD6PAzTLbMsr6K9Gdibrevg8/Mz/+gf/iNjeJVCLgaQSTEa78d/8i1bUv7g936P3rt3eDKWxldffUXc8cvl2cRaU6K3zsunC7/kz3h5vvDmnemlnB/OnE8B8iZPWMheyqAWcCQxQDE0jsJutzpYTwvLslAWYxbVvh1iwF2w8m5cYknHuN35d3r33MzWyJ7FPWgvGYlu8Pz8wscPHwHl8fGRd2+tnOfl5YXb9UrOjx782zMb3VmVMQcciCIJ6QjqOMigMc2Crj/unUJ762vH9e7H/RwGEyA6OK0r/4P/5n+b//n//m+xtb/4jP1veiyLCZGnlMzueAv7lPPcqyMgBqYWW/OEVpS6DQdhexuHYCaRNAjw986yfq9ehfk/eXH2r7J3rJV5VgS4vrwgKdPVSve3rSIiLKeVtjUuz89ct0obylIWENO0SurPWr381AX/VRXxktKu5pT3YUB5qxvaX3h5+WQlcLWxrme0w3fffODl09WYgSoUCh0rY81iDnMp2RJ8Dpznh8x6OpGS6UbetgvXa6MO6+Q2erfSt7qZnzOs3P27r7/h2+9+yfX2PMGgX/Itv3v6HfrNQLIVeHTuzsMps3Litm28qKmUrAjNdVDOrDxTac7ePHGi8MhHPiFYRrm2RtXqXdYEoaA07GHuXc12A7CzPe+PIzBR/efV/+yfzwgrCyeSC3obEJYQFjJrWrBK6jL9nd4qrVfOGNMm9ygdDsDEzp3EbLmObgG9QBqD3BupW/c8++N6muKsy+E+97CASZN1Gkyjo2I6nCKhmaXTeEgSZNwzklStU20AIzF8ujijfqaUfDTDgA01fTfrcA2IlxaLa0Zau/ckmTSTpgNrgOPalSg6zO62dh+UR6nTr4LM/1kd6ThX1KI7OVzrtM2JA+PfPccUbC0DW83B1B3siFhLfzV4BHip2x4TGM+5gaaD/YrgPUGHtjXKal1KzUkRnxKumadyZwu/7ziyUe7YrzDv4TUzJuJgAggQH6ze6dUlKnK+Yx2Frx1zSfWgI/nqekR2LuG++cepLEYNcAlwoH4vD7wDj2AmKV7vBcFGPYIYcc37PX/OQvo+ZhEwdWuZcZzde/a1Ob/r1bjOdct9wmgCws7YtRhcnPEe72ue4Mh3n319RIOT+J67Mf3CvfzQYwJ3fmSUFv5zCgkIqLV50yX/jNPOgmDZMW3jplampi7fMIZJ9HSxeRdscxuK2Lfd55Zsun3LyrquZmfHgNqQBbKUX7sef+jxwzWPlN2wKJFW9WzRzsAQtQDcqHyDJVUQZ7JMUdEwCntwEa3mEXEABBP3TcKQZAKMJNsMDoitLRKvMRWnsw1QifepBWgh3sw+QYq3SB5jWPvRYRmfOVnHvtnuW4AgZSUvXpLnWhaqSsYAqV6UUdU6OkgipYUsK6U8MEjU3tjGRtMbKXWent7ytL7j5VOn9yt1NEbd6NfCw/rIks5TSyM5sCbJSvIkmYNkrIe8ZwVI87qGeqeJrqS2WTennIhG1epPolYLLC2zbpofOoymbB3XBre6kQTWpVi5k4iV+am42LeDNjHRxzDEc1/6Ps6WAQoLOBRq9SZJ8T7XU1IPzEWy1RTfodUH8Kg3ux/XZiKzi5P6A7TW4oH+CrUNR1t2oCjCaqt3D+PdLchLMSfk3gAeAuRZXqgGAk79HNfMaa0xPEMmrnmSSiGp6WThzze5TkvtbW4UfXSydpJm/6yQkisJR3AXox3jouK/jietcPgnqNGwf91O+yM9Us6W5VEHZFRds6BY1gfPCim70HKMjyprsa4v1+uFl3rl9vED65rp/VgGMnjz7j1t26bmy8PDA0+PT3PDG2NwOp+gFANfhpKaC6RLALWAGHxSSqGFuKPiJWULJxVaA7bK9nzhdrnQwZgIDwuMgcoNvd6gVRPmzovRwzWxihhGG2SYNH0rA8znw7fpEZRwXDQ9+Rw20NEWTjBbEAtKDX02Afuwi/5tdnZlCuaDg5l4C/p+FM3fHaztttm8PzBuAti8vLwAcL3duF2vfPr4abK+Bkqh8PPf+Tmn83lO60uvPD4+uIZSd7aM8PDwMPePPtoMNlvrXG9Xnj89czqd2W4b32zfsJ5PPL55w8vlhaenJ9ZlmeCQClPYX1ulbdWzyzrZOafzA4t3Roz5eWwbIvH8Xx/TkQk9jXuKeLwlqgOjMYUe1/ld4AK328YYOoGsulnZSegcRTdA0ZB+f+U8Y9Ylau3HUIbszyuFg+gOJK8+F/OkOLA9xyN2B1Gzf7FW7SHxl37xu781p+cv7HDn3EC5nco+R0iYHQEVrGRcjTmszobIOTtwZPtHlKT30UmSnUlk7+2t0XXMMl3ToRJniJhv1fsgDSYzGSC6C05WgCviS0qczyfzEfpgu1y4bdW7VCVKTpAGMnYALIxGSZmNjnSdvkQEAKbNF1oVe9MIcT+zjkrdGrU1em1WovawmsOdGkOtXNX0toytlXLidD6RSzHArm28PL/w8dPFfMzTyfcHQE1zrqTCEAN6H8+PMDrXWmijoTSkVUsiYT7F2/LA2zdvyaXw9bff8KIXhM4CXB2ceMsDGxvB5lnJZDmx6Y0TJ85yYqiy6UalOj/7NcPoMIF+7XEw/Gbx5+eyC3lnkpVUIwxtbFzpVE6sPMqZh3SmIJaEUKi3zUoKRyWad1fvuDZGJ4uQ18xpXVlLQdrFGGZijMdcVnJZyGVhPT+wPJw5Pb1heXh07Y4EpSCpgGQXdj3MD7VEyGwvPoYJnUfgOTjsaPA62CUADQyQmsOo+/stMjEgIjSKkqTJYlJ0li8txYAjk0Po1M2Yp9MXxcFfLy1lBvoHW/gjsGUC5ktMe73vFyk2JbfhOj8gPhbxmdA99X3CgeEJHvkfHRVJxWzbEQMFiwPc17D/xBOjuzi1gOdgPfEv+PMR90leQSPCrJaJyXHYZXz/l2mT5/PI4s6SxQXa1Qcj4oDDt7xejg7afKkiePqAXlocU/nz98R8PIjDH1rPh32czyl5MkuO4NE+Bp99x+G7fhOc5IuAzhfmsHAvax1+i61hv4BoSOXyB59f6O7nTMDJ3zaf2fF67CGyl/F++fpf+zG/6h6Pnxl6fz+hA2pRto+3xtz059FMtqYx6Dq8O7Pb5oMGs/1joMMefi4ZbSYRUGt1gotpSbpBnLqYKQk5tJaFeZ0pJ8piGou3qyVc1H3f16V7f57jN9A8mk9vGppdaNUYLlbxCEmbxdooCWNNGIOlgEJrhSyQJovo/sghwg2W5RSZC2tsGzoM6d7nrsxLmxNLmU6tFp98HqhFJj46rUVtc4BXxrPOvgiMhZTKQurVkGXJ1rqz54OlsI5rmhI977pBMiBpJpUzeTlT22bZrnZjSGXJQtaMMMgFymoGS1Shw5rOiORQFHGgzFr5Ngc+Ut4fo02qjEgx0Cc7zVQyRmOOTc5KCWwvtrM3g6GprXJmJVNsM/COcjo62/Vq/+4LSZTRTScliZVlKbbpJh9fE9xWSl48wHHHV7Hvj+t2I74j0e4n+DwbOlAHSwIUs4xpcnBK5yZg19styPW9gJR8HupkLCEu1s2gFGf7pGx6ULnYgiaYWQECCAyjFs6NzTcyE+RWz1DptIming/sviGE3UzB3jAgK4WOiFpAmrIzVfBNA3tdh1gJzIipf8zQ7GvB4YHZRUycDdW1+gYtbuzFN/0fYAh+hMe2bZzOq4EE3QTRd0r5RlkKmV3YWbqXZGJ+wWktFDmRtE3xufdfvSfKgcA26Xfv3k5R4zEGy7JwOq1zslqHlQBEhSGAO7nRMwM8+EaRnM1GTQfXvicvBTktaC5sQ7ldL2y1GfNIHxglQ4V+uZkjnRKSmvngulCSQvKMBiAy5aotEFVzaG3POwCxfS9LSodM0T7XvXvH0LmOR2R/YZ7PDQzRUSrFulHvPjF2h9AO36SxNuYq6pTsTmvGDvvlL7+2OZ6EetsQgZ/9/GdG012sPO/t23esp5MnFGDt1ds/Z4rmueaTLVgEOJ/OLF5G1tW6Lb3IhXfv31JrY9tu1NvGizxzq5tlkVTNVkhk1LwcoTd6b/YdJc1nvqzeghrdg4z8heDhM+dlH5/X/49DDuPHUXDzCOL4+56fn8kpcX77xMODjZN17TDWoTklZrDsbK+/S+YzKNm6OY5heeMxBml4ls2DKPMP7P2JHBGJracAz1/R0U2UUmbTrwky/qQPn8/igujufCYRp7Lvz3rMYM4THZgfI87+OLlul6iYFp8HI603K1EgG7uUbj233D6YaKv5RnsprgE3OvAOtaaB2FtnuMOZS2Y4IzClxJLNL9o2Y8scnVLrJmhK51Zaps5gtPKtnJJXtliHIAOh1e2BA67uL8QxXCh2JgW7dzYS4XQ60bbGtd1c08S1eQZTQmBd15kQ+/jdR/7s629YTye++vnPWJfFmovoICVltEbrwuPjAxl4WBZeXk5cbs8IlVt9cUaJkiXzcHrkq7dvqDq49QsbGz6D2dy+rmQuLpcdMXMHKpUzjzwuj9zaRnMNnNjHTWT71x+2soozlmzVesQ/5168M5MoWEfgQsJ7xDnjCE4UHuTEKgtjbAw18LKPQWcDOisLlcptuyFjmUBkEi/XSwnVylDIxXwzA+eL2+qV9XRiOZ/J3gHIfK5sDWbARZYj2A42dGg4+V2pcYdEZJaMTU2VoyaS76tjNNOVGz7KsSfN0fGkh3ewTdFQxtfhcJZ3Kd4WPa4hqiLmfuqv+/41tE9NJduXDuUtf8HHBNYiqD6CR2ANaDxGAJ+bEglpj+lCHFj2JOmxiU7KYjb+C85lQEUToHoFCASbMp5SdJpOIpDdz+aoZ/R6L2F+r/0VSRhAI7kKs11pxH+iMORYWT2vwT4/aRB332ekgx28vQvS/bmHvd6tweHH6UUJs8V9ZP1g2u/4I8IshYr5fOdV6OfXePeFk/EsX3yvJbxdqDtipri2wz2/+kr2VnBxDUw975lAiqmW5qcOo7KPzQzLQ2dK7ueIX5G/Vw/o2P3wft8R5/h87sSguw+tsq/fw3UG5hA+TyTsI/aMeHtOLdm/YXpv7hvY3DC9pDGU7g0rcrIEOSPN2MPmVianeO5OiHA7uCyF9XTySpubYQpuG+8kKf4cxw8Gj9QDrhgoC6ysdt86aXSWohQZZB1o20hZvLW1UZOT39jWFGVYJXPOBBMkFrDMDdAHPdsGSYLEQJsvnuM6ZH8y00F3x97Q/zRNkWPbREnR1JaQQ7tDAZWOSibllbIqqqZ4HgutqzJtrkSWVtwf8iCpdVKGcl5IaaF9+o7t5ZlRN8vupMT2aUO3D5ALyzqQ7sJj2TavPgKtFLuPZJv27doYDMqSd+OpIHk1ozKya+Ps2Z9UCiIhDGxATO/WGak6BbePzlIyWswQWp2zlT21WhmjGYAXJQ1YbXMfjeyit9ZGPtFqp/WKnK2UK7KflnAyp3afZGIMMHdCI6sfNEh7T2x6RuXL3hlqeJZBNTY0vIzFgTKv/bUNzqdLspb2KsqSC3lZjTaXCshCbbtJSelAScbLgXyzjVKzUorXw8f03bUisgjNHXhjHMkE+YZ2Wh8sefH5a+sph2OePB7HGXFJbG74YbTGNGmwO6vGMhe20ZgORe9K1xtCMA3SXgOuwh/+we/zx//wT6htEmd/9MeH7z7w8HACZAa0qZuhbVudAf4s0ByW1ZTRTWYrJcrpxGm1Z1Hr4M2bJ477oohYp4OSHYDcKaWhsxBzQmvH+uYoGddam16LzDKR4fN8zHpUB0BVKSLcWkdro91ujGoBxsiD5fFMacK4bS62l9F+RUVJZ0VO2cDZEn5SnpuuklC1jomIIA4EjWZaF3YNgpa8awqJoik0SaI7nTJG8s4mR+fCtbhUXffNbIcGeNLbIZ7ZN19VtaVXle12ozUHjraN223j08dPLrKbKDnz5t1b/uAPft8FUb0U123vXHP+rNzYTOflqF9greuTB9WJh/MDp/OJ8+kMGLiybRtb3VhKsRLHy5XHx0ey6x6VYgBi78ZOLKvZwJSWqfkWHRTdh/3cmdZpMg4v6e68HN3Cgy3ca+iHzyG3nf5zlKz11vn44QPv37/n/ft3nM6neQlB5e69QzLbFszRmPsBBswGE253exuTRq3ZHKYkxn7RrdHDqV0CMmV3LsF9ighQwmHcHbf4/i8lmX4yhzI1OYaDpxJ2gABcwvnds/oKu7ZfMtu2SjqUQ+BBlzugdO/85yUTXoo1WkfTXupm8bNg/R5s/beefK7o1PGyfctYw2jMRZ2fwQHgEJu3kveBJjx55B0nh1HwF8+e6nDfqQ+GNsYEsmyeju72WZPp/rHvf2DlM612Hs9ntnLiZVw9C2vBZN8atTfSOnh4eDDQSgcvLy98+u4Dj+/emU5Za5ScWB4eYHRuvdF653w+cV4XHk4Lp7WQPyijPfOp3uiqDsIsiHYb39G4UmfA0Q8BePfutKszaobCpjcGlonPJbOq2QnRsBDCyonKRqd/bwCYSBSHgtoscXu9TiwgiQSTonZObVgfJ5PLLg4sJS8f6qNSqXTN/uruQd+4kapyypnkScrWTPj1tKyzRX10tJxNKDwRkcuhdAemVELTAaOTk5UlSk7kdZn2J0pfXjOLRh/uHhuwULJLVhwiyNqVrd68a2j8CYBp5+JayVpoGFqJSOuuaek+1/Bks+owvURPJoYOTQT5U3LCkzLkPRH+Yzhm23fVqNsLeAU3RdbFWBwZ9D0MIqm2g0cSH9IQLndwx+UTvsi0Cl+eg82P88QbYAIvyRPeUZoWr6kayMXdp3ZtmelniHuAXmwg2c41Ap8Ui29nh0pegUaHn493E4F7Emfkwt3+GfFO+C9fOsJnj3GKz9+zZWKWGvAzy+VeXWPY6YhVjod+9q/vR1nChzv+HFIwx+86PtoZz8UWNd8oDIJRdf8d919vYON0ATxYew0UzZPL8SlxmDL7Z/R77nAHLl+9wcGqeW16sKASgI+B3POzwj5xCKBI5t5oLmgwlgbH1OlQK9Qs2L7d3T/IkhniQvDByGRP4s4SwxgBYRIollJ4eDxzvTxw26y5Vx+d1M3X+Pkv3vP1L7/7wqj88OMHg0eje6lMDI4qOXVygjYay2J6IF2Ta+kYddoylJapAqGUxWh4PdFkkFWm07tH3WM3TpiDKUtGe58lPeJOVTBQ4lBldn9I3jGmNfvuNLxVngdqcX1RPjQ7LDnae5wbO0gUT8pLvkTYsz2D0ZVWrVWpdSprZOksj5YRk2//FH75Z5x6Y13O5Jz49PLRKb1O7/WuWHXbGF2NUr48kXOhLIXltPpEbTTDxSwjkqyFn52jkJMieSBSyHm17jnFwJHItAzXRepesqGqnJaFpVi3pr4Z7b0STry1H2x1o9XK02NjLe8MAKkmjKhlkMpKbxXFyqsso9lo1XQAJB8MwZ2x8wzljmhgepiZNDDauoQmCwZ26UZeFtOKGc2NuZXBLVkIIW9bXUyHWyRZa/fTSsorIgUl0b1csY8BXnIXzzhq5XfgiOmIqKqz5kxIzdhCYzek4VyqoMM2mmU903ul1ub0VO/Y5vcWG0fOGclpZulSDqAoIZ276zh+Wx9XkG731SOecMdfEuI7aUpGxf7v/rf+G/ybf/N/zR//yT/6oabhL/xordH6mBm9nE2wX4fycFq4vjwD5lTmEiw+ZiAv4eBY7pTTKXm2dC8fFITaK9KbO5bDhTKHOYTZnlMpq4GtGOOmDKBZ4BjZ8SlaJ7YKcwqQwzN2Q9HqotVNrW65VuuGlZVSEnk9kWtFU4Y+0E8XttFoZUG+es/5dCKvK6MttDxI58IN646Uh4tiyl6iEjpR4pRo6YLmQiriug24fMnOGgqWnYFmNuNEYO/ca85kx5MHzgqILGcSB5S02xh5eel3X3/D9Xpl2zZutxu1Nv7or/wRp9PKUrIDoTKf4Yg95Ag+BIt5HDsdHZwzd+jsuQy/NwNcylq4XC7kZKLF7796P7Pkf/IP/oTvvvvO9hgUlcRXX71nPZ35eHnh4elxBh5jjOnX7A7gTnN+7dAcmUL7a35bXpsWTnqAboe/7r4neTlTa52XlxsfP3zkF7/4HU4naz89AgBUC/R0BEuFPSNLAOYGjo+074MiwnqyZgP1VqcoZASY91nXw1p1e5iGlziHk+ZzKEx07AnHezuv6+wu+VM7rAun24wDoNhdPPdLHVaCOqiq9Gp6e1WTMeREZktqkUSJoGiAVisL0+bAkXhwi+/hvveJ+z7q/lboRfbekREdhiCehCU5bJ60A0Moe9A0hVKHMXMMGDTWJSJTD9HKYe875hiDWOiaTAg7L9Rknam22ujbMFA9Z7oq15erJVsE1nXltCyc1wXrNmkdvkp6MOB9DOidd+8eWZc/4vHpkXU90Vo3IX4x/2KRTEsJ8dK1BaXfbnxU2F6ss9qDQ0eocLs98w//wZWNRp3lu2Z2zsAjhQsXAH7/9I4lFS618m29AZ1nPtJfOic5s7JQyDQqLi/NwsqVG5UNveMhmQF5SGeSJD72T8dJA3dXsgArxdKuNCrKIDFYfWGeKPO/gJg6jRsbQqZwcqBKKGRu3EzByZncvVtSddTGmguFgWQDnfIE7fdgKpcyg+OUrMRCs4Gi2o0FRjHwMbryTuDooJ0HEVwqzq12DZAo5dkTqkmtXC/Yk+Uoqi0wHABYnD0+qiVUxxiufaqodlrvxmDyBgdRohyNOMSTfaLW0MFApG7Xxs7Q+75OV/8sj1FNkmL6sthI5gMoEQCG+brOBtLh7exlB2bAjM/86A6GxJ/vu2NVfb3txW9e7df2bCUZkzF+w5wXeWc/ibINu6sc7GSR6WPEzd3tMIrFlWoJvDTY46TD/o0cdJJE5n6YRKzq7Q7wYb5vjoP//siwPFZchR8blT0B2O/AUibKU0fvk1n6mntlPln4IPtaCOZrjP3xe3/VvIz1p9NK+HjcQWkB2O3x3RwrB2mPbJ+7ksFXx2RY8eo5vb6uw/v38ZuXM52Wz/yGgBiaejzkzyiLA8dWrp052ByNsXj1PZ97c4goKXOwf/v7xOO8cHiMnGf4gWo0xLIEv+REksKYBJJYqa4XrAreMKP7fChl4f37kzFvk/DNN9/OMrjzeeVv/Gv/Bf63f+vf+d4x/SHHDwaPTFDTOleIAZ9zMqWcabU6WGNt5UnJNFySWIGq37ANWHYNkg493SmVazxsYHQboKSCFH+otXtpiudokliZBka9Hl0oS3bRaayeXrOBJv5w8MeXcjGnyDPqZqCSZeQ0oT0oiB6cSEJTRqPu3SJP99jEnKsxqK2zqqJpoaeMjmdevn3mfX/k/PTIaF/x6cMHnl8uiAySB7TdKdzGLCkUN0ytKqkoOReW9UxZLUBFbm4grCTN2vVmysk2e1UoquRUKMXAo1IWWjfdJe1Rsmbt608P73i+XKjbxte//JqHxxNfffWGy/Mz2+3GdrsydMwNuhTTOSjnlev1Sl7SpDCPVvn08sLD+S0P5zOjW1t0A1UsEE1iANtQE5ZFlLVYl4vhnadisYWkYxpgWU6hj0Ft1URoqwtLtzYZOGN0Uku0oaw+b23OmOB5KcUYBpLY2vAW7Nnp0FDWR1JZnep3oXcTU5zUXGQP9nxhi0DO3iLeDUG0HK9tONBpzzfn1cAGxEACTVbOIoI4ZbH1Zs6WlygYndWz/57ZMRFJQWSQs7HAogX63DicidBHlJEKgj2PlLOfW/a5/hM63n/1nnUppnnlAe726QXJwrosZpO4N/aRVUizU4Gb4zFIaewMpgAcQkxWZHYEE0ksq+liBZixdwuLDKR1/Jn2EhzUU4YJyR0Oj8y74uqUvPudrzifVy4fvuXy/IHbpwvPn575nZ81vvrqK0oxm1GvGy9ffyCvK0sq5CfTXBsKuijaQVOijjH9FGPpVQcjAlCUOb/66NDyHc01AvpkNTJQB+qbLR78xyFTlNQuZLizYHT4YfooNhjeAr7z8u13/Omf/imqyrouPDyc+epnJ96+eZpZ4d76zChazyDmOrTcafIttiB5my2I5yWmyF4mkphor2KacYjQq5X1de3oZhplkoSWlN/9S7/Dm/dv+fqXX3tTBHh+eaEPOJ3Oh8yU2YiUkzNmsaDD95iUhNf0YQ3U5HgctXJhOpm7sGU4psG+8rbXy4mPHz/x3Tff8fzpBUX5q3/tD4gW783HUL2sKefkZeTxlId30NkfaBCPQz1Q1UK2XCzgz94ZbIIK6xlN3dZkNo2dwNJHaBS8uudYO/FSEmHx0pX/xX/nv8f/5N/+t/h7f/on/NSO0QxwsdJALxPvzcqTU3egWrws2bP2xZsudIFuNPZLu1gAsiwu9G6Ba15WB8HFwR3LNIZYalbbr63ENU8GyOjZ9p8Al8YOMhXX9hoBrKqV0LVumgytdwR26nyUGPl3WpbdmIyWlRdwBpYMNdB7RKticTFRATI5K2uBcbtZQ45u86XkhIzOx4/PrMsJgMd15eHhPPWYTP9jcFoWUrc5tZbCz9++ZzyBLNaKvWXTlhOFNWfayOQhdO1cbxsvz5/45puv+fDxWx5zonVj7bzJC4sstD541gsV67TmHoGnmhLv0hPbaFy4Uq+VT1x45kr3UrMHHnhKj6wPZ2MsjM7lcuGlX+gMXngx4eB5xO6RWFmNgcWxM6qVK9pRMJHsBSuSGx7MdTJMmMjOKrzlkXM5kyXRe3Utu44pjVYyJuK7ILxL71hS4vn2iReUU1o4p4WC8N3X3/DVVwsrhd4b/Tooqjw9PrKeTd+p1cab9yfWpye6l0gPd6UGLlEgipRkDRKAVHb9oeMhzlA/sjaM2RalQ8ac76NPQClLvvcFfM1Z8i/RupVK9+Z7on+uV2OmNcbUHh0uN3AsqxNPgKac0JvQo2xLjGlumjY/AvDImYkWVO/7v+XDDWxh9Dm+wJ7QDLcXQCz2AdtbYyEcSTZ3JUW8ev3Vvz8DNgQPOD2xRUK6AR1VvHs30aBm/3OHCx2ZAPbCZIzNyxwHUOfwWXte/jH2Pff19U9w/gAuHb9/jMG2jZnYvANquk7x45TMxuHJSQN+Apjz+EB0roedvdUdzDsAme7f3mk1vbruefH6OZgUMQ2E33RfPvr6+KGJHQ1fV47POS7iy++fYOGv+O7XQJQMkC67mP5gPp9gBY7DnJklYHhi1ctV0Ya4LuQO4ulh7HcfeIJsPXSedkbfvS6TnSf0xbRVRDJFoZdMEZc+UCtZL/kR1WdAvaOtdQwdOljW1Zr7+LoVMb2507KyFCfN/Iqx+6c5fjB4VE7FMkwSgXlMbCaQQ05Qspf9wMA7qnmWSzF9HtFsGc7DJE9eD3/MvqZSTPeid6QPb7eayctCr9bNwQChdocAl5xRb1Pf1QEZMWX5AEskJUeJ4w53aqw5Sz5J3DsSddZHSmwMRBakKLj2IzpY2sYDnZKVOgp95AkA6DBtllZvNO3GJuqF7bZxXopTMpM52GIAx+nhwTMiUMoJJdOakou6qj2U08nFT815L2XhvD7acwkU3DMo9MEYG6rV4lO1zTcYSX1UlErv3rq82WLudaO2jdEre1tpYy+oKttmLXVPy8my2qrcrre5EYkjt5ItmzQBvDEYcmNQLTvjdWbCoxtB1zsgjG8zHBIDToZ6FzI1HZ9aO4JSxBY5DGpVzg9n1qWQSgIPnnpXYxwg1u2kH4xPMvZQv71Q+iAVK2ND3gEf3IylfR55Xf8sW1JoLZgp3QV7G0KaIE1ZFspyQspq+lZi7LhJZ3RxNRFjHBVv+Xg0AO2iCA1oTrUWF17DDLFqXKVt8A4qTaael8BFVi8AkJ8WdATnJNTnF3Lx9rm4TfG5txbrwmYbUIzvDoTsWQmZHdsiwI0ssIzkYswyMyajdwMakljmZ24qUCSeFwacRCY/shiCBUSS0Iyl+8R0H6oIC2feyM/QT1dSHcibR8gb41Pn8nxl225WAkZGhiK105+vXD49c344c5ICuTBypotATzSugNFgRV3nqscmHtTuuDxb+7ftShqR/bDfpLCL/j6rAjTnM00WkI3r1KxRsxmIoDJIwwD3jx8/8c0vf8nlcjH246cLf/SHf8D5fJ6Z55wTi2QD1WTMlvDxTGPQ9XDlswNFfVV+KWJlzynaDYsHGK9yW8m6++CCxlE6+/LywnZrxuwpXtanynfffs35/MC79+9ZT1Z+Wj0IKcUYOp5jIDDnz/ysV04rcybG3uafO7BuAZZiHaYurkf39OYNY3SW4t0388WcJhdYBNO1UZRckgMEB+f+GCzw/Q6heklgTqZnIjnNEoeMeFKgz2s+UoRNB6zvzzEcN3dgP/Ntk7ju4k/vCOCotWZ6ObEPHgWxvZxmMscwIMXsWYJREEmMWyWVI9hvxwSOVM3P8E6AwXLKKZFSmV3fLJGws3+Oc2uomqaeGMAZvt7c2+rGbbuidUxNsS8dcry2Q8AF8Yzvs8EiCUY2/xBv5yGdvJjtGNUo/WOE3uUgI6QlczqvPDyerOQpD/rjiYFSktmOJWWKCp+uF24fN9bziTcPj/TaqNvNFmfv1NvFGF7bje35wtgqCXizrnx3eab4v9dy4lI3rleDZ75iAU883ehcabyMF6LfZ86FkyYYicIbHk4n1rL4M06OzNpYbFhHNz0gx4nMQubGBgjn9EDTG1V3+yaETmeAvgOonHhCYjwBaETHS+MlPaCYXmBK1knsxDJ/H5BVJvOYHliXxUqK6QiDZXiPttPCOScYlviLtTyG4pQ1cspTJ9DYrslE/EuGlFnXE3lZTA9wKFurJIGshVSMeWYtp9MEv2/V+tpZl9p7YMg6HWUYltDMYswncBkGB9J7s7ldt+8cDPdmOqreBMGfoyRKMhZXDymPWOcaWmaR3Nu7tFmiKsrWfiQelrOOrKupemc02xvVNY0M6nYbwXEvGPsmJpjWH47veEfm1wDL9911ksWEzDmACoQboYcGNJ7WGAOVdLdXhk8WINFe+uxlPuEXM1+2Ex7zN7G33gFPe4waLBjT6Uv7R5OCiq8oAyBDmyaFnMThmo4ljfNbXic242+xWEdDdGWCU14++Np+fs8hu3nxZz7mZ+6qFQIsuftwfG9UWASItcfwr697+skBxqX99wEBqpg+2vddu6o3evLkG4f5pDqstHVE0j6x5jJBuqiueA0gjh7+4xG0GhbvqXOquqU9Q7csqgW+5AftQJRpPzO8XNf359StODhYeWN0T9TsDatsPBIlFcCSeIloHBDPRRnd/LTXl2Ex/rCqLN9PJCW268atbpweH3i/veVTeqZ6Q5ffhg364YLZ4vHsdO6Mci2hlIc52vuT9soBMZbFpC4vxbVXfOKyD34i45xPwEQiE1jnl0PbZwOrjIuiCtq7PcQIHvytOedZtiAhHIP9FSrpETKkA6sjl0JOhSaJ0TNo80DGqdiiKDcGgzYafQxa27heb9S6eY20esCVGb2TF0MPr9cbozVIwnJajPLbOpKUnCwjVZJdg4myJkwCwLRptjbol43T+cTT2/dmVESn5k5KidvtaiipgDFS9nGOQazNRQ1TMk0dhJfrC227maYRTtOt1URjt43eqm047vTWYcDNTYdl/ZJRdrMKshaKGhxS62YBihRUEqmIlbSpCd+m7HXm/sykwewAdRCfq60irqdgyU2dno3inZNyMmAyyQEpdmOnWAldH7w8fzLR4+cXC7CSdfvQYN5LImEtMEPw19BoDC10A5qjXCOlHVAV18PpUQ5gUeNsIZySiXLLgmVMMmNY6Yh0K7GT0BhJyQxeOZPUxHotKHAH+rBJol6WFvTh6US68QldBQ0QxaEqUZTO0ORB+E8rSCtLobfhdGVnf0XWPgCjw0Y3gTJ1EPxwLtMZ8+w/XrYW2SCMjRPZN/WAWwKsI/72b3KHs4OfT2dnLAQ0Q5fh9sjWt1HqmXoRuSyUdYCeqJxZaiVdLrZZ1I5QySSzA71z/fTC7WdXlt8VUjF9qzoq4qwHKYlr7xSgHAAMNxUG/vi6VZyx5A6dctAaIFrr4gCB2QI8C3snhKzOB5LQ4LKX6+3Gpw8f+e67D6bblYSnt4+8e/+O0+nkzgqgLgisCjXKEjxoPWh93QEy7rAAs0tOOKB2swMnAtls92c4qfFitGKJ7KRvyM3vdVmshDhJJBzMxW7dSgBFZOoFWEDevXY9HMlhYNhnx/1rw8eOcF5ViLa1ds82D5uDZH1Y17pPnz7x8cNHbrcby1J4+/atz99ghZiDYiBGc50d/z7ddY/iOw4rBFArc+vqdjDP8RXEnKOi1iiir/ReaVrJWiw5ovt8Ct9zfoMeSwT2ENjs+I8k6PoND+2dUY09IwJLWclioO5Qa99usZjNLd+QDbR2tDGcUU6yA0A46EdDKcbAd42u4SWYauifXYgPn2VUlVutpk+jFpwrARSpM0FibwkQwBgcW2202klDHVz1hXcQ0DUGiWfspxyAX8b8OfYst8A+FpnsMamt89OS0JKsI9ntSu+Dd+/f83R68M92E2fOQk5iLGpZ+fabrxnus5mfaEzSBSF1hdro1416vVnb9doQhevLhV5vaO+cysJXD0+IXjgDCwsL7lfWymCwsvKQH9i6erVs830noVQWFt48vSVJpvZOTiceHh5R4PL8Qm9jZo3X5cTSVweJDnPoEMSDUkej09DD7pXJzlMKUNZCuOI8l0WyN+9QKhuVK8LCkzzQtdJVyJ35DFYWkqUvsUSWCbyTkmfF0wSkFAMbZFiprA4LZnTAaI1tqyzDwLzTyXzFNoZr4eGJLEueiDsy2hvnvCJRnzlgROJy7OV5uRTXvDowsvO+Jxz9/oHaXngIMncgc1CWxSooUkaTIMHgZgcCmnpScHQYwpJNdD2Csuz+ex9WQnI6rfsSdABJfwS2bLfvAWiMHSAaw3TWXDR9vhHAS6Ek1rdC7zqTdcc7E4QkDxN0QLhb+0nKZ8GwXVvoW+0g0gSGwJJtA2OoidzbEb+mOIYqeDlPgHnh/+7AVgQSu50KtssR2AifJ5o57M7D54eqTi0udGcazW6bh/3vy58V88fY2ahzDwxElyPwdNg3ZyIzNlhfpWPcyWGINzeweGO/18k6SvcAk0bc8T3H8Dhc/BoVLKbyB7lfj4+mfn/ZWh6edBgyC3xmAjZK5/w8pr9rc/jIPNvBdDv6sOoSu0eceeZgkoOpk4nkpzYtS9BswGBOn7MgTWokmPv767Zv9oP1VjLZbwZ2NaX9uVn3bJu3bSit77q/GpU/2UrAQydQxBvtxLP0o+TCWhaWdSFfM1UsgbXbtX/64weDR1ab712tAs2d8VKCZMYmHmDK2QQPIztZshty9mxaePdzUvkgHgIxA6wE+sHpdFG23bnx7HFEZfGX2IZim4kj1TLc4bIHG0yFGTiIdd3SLqTSwbslICb3lSWxpMK1v5iwZN+FXa+32+z2NJ0/D1SXxdhY1+2G9mqZvWSaO0OHd14CcQctOeV8tuLVTskrOVlWO6XCshTrUjG8iC7ZjQ/XfxENlBog7ts2Z0mKDHtWrSvc+gyMJTEFfmut3G43C4L7cAfRAgzTluqoNDgVunfuERdVy3KClL3CHgtwXSxzaw1Go5TsWU4bh65q5Y6jO8q6C/nWWslJUAe8kuxaCQosS6a3SutKkcWV5pVPzy+sS7TwlcmYA9twjBJvfyQcrwDCUgTMFjD1uVkYbTTJLv6oPWqUh4MFZjDD0ZfQhPBAS0fndjXgL5eFbXMwzccjp0QRAytne8sZVGCgjxtIxdgv5hTZs0u+s4fjP4XW1MCipK53oZYFzNlKsP5L//l/hf/bv/e3+Tt/949/qHn4Cz0mGCSx4Zv9mO2ifaON9SgcqLgiE9AR2G0D+KYaGZfkOjHM520nYAcmdnjKzuFBlBwDuDg5kX2wjUfvrtzOYGt/WAnrUiiaWR5X8icz2+pswq13PtVGefuGrINP9UbZrpy6sY9kDPq2kRdz1KJ1aIrr0kOoMTNvtnlGmaX1xgUOzCJVB0YYDv67TZUxu2PYGO+BcG2N6+XKdrlwvd5otfLu6cmEY9eV8+lkLEGslO7YJUriv2mrmXbb4lGZgCEkL9vTu+cT/481pBzAv3lftpfsjqI4pT02fJwRlWe3k0ceuFYrO0GVZVnA7UNk3y3uinLqe6cmBioI8vt97Nc933b4WCQFejf9lmVZUFWePz1zuV4RhIfzmYfHM7W2OXZWorf7yhFkqfrEcPBeRD2bvF9DxADJGXcagxjZSBEkC8MTROqOfRoDfDym06iHkx7+EVlePb7nJ3qMYdpDYzhTR4xJStsd4niGNrimPzYkLIT9PVBLQBTr0Bmaa2MYEAymK9i92cHMsLKXYoTYb22NS9tAse5ssgcX5ggfMt1JkKD8qrE91H2J6BA6Gwf43i1YgDxE9iw8aTr30xnUw/7UbZ8Tik+njkg2PUcyfQs56cRX795xKgvX25UxjGWqw2QDtnajpMLt8rIHRJ7YPOcFngq1Nq7PL9yuG703lpJYUubN+cz10ydnXyWW04ouicvHZ57kRMkL2pVru/Gp36hYKRcqXLFGFJnCkxQkF6RdERJrsYYp0FCNLnm2DiX5c11MdqD2jVE/moaFwXAMBtb82T63cUXoxxiSAHmYAZMD2i6mnRTrOkqlsdG96M3s4GBQnevkjMrYx2Ieux5WT9bo5cSCWFoTHZbcUx2sVJuDDgzJGGxbZd2sRHqypGNpi/tG2fyjPueQl+bMqWfzuNNRF9k2Fndxt0rmfM0pynidZe6ApXYbD3UGm7puU4C0Ep2lhu7jqKExp45k7wbJOibumpe7PbV1Ih4gxmciqE5yb9P/Io4jwCBgOq3sPtNwu930WN4GIt55LhWsi7MCwfbf9+ddMN1YXJ3++ZZHBPifH4paUo17FtPQAa1ZRUCAEP47O2f4f2k+Ez/hvj8dgPUAZjxdtl+bzi3tcFEHv2a/AaJiIPY6VZ2M/n3cfO+Pn9N+TwFaSHRdPnzxnet4AFumX/Qr5lJ4lfpqlO+uyU+mc2f3+5s3+OpzKd1/9jC8k3302Wfl8KeRaJDct5hr7LD339/07n/Oa4tzBx4hqFa/JoV5x+7TjH2uG5tIpm05xgXjME4ztlLzZ9Ubx0zAyo/hwLF1ZBQkDUTzHJMxuif0xfejwezFOzve+RcKRt7Qe5ZRiqEbNpbivhngYGD8OdourERST5xOJ5bl6qzkTv3zY0e/mWC2govHYo5uOVh/a7HhiuAWfDPEMlslTUcxlnd0+wqnM1rHH7fCu8M9fXXNlnBAwhAAM+DZdySnkcZGE6UMMg4P5X5xBz1tp/XZz9ado6NtwMBqDWul1UqtdbauHd62Xg5AGrgwqWdutlap3cVJl0Ieg+zCVjIpuT6XkuV3zPG0zj4iUEqhLKsBSz0YEbZgxlBSN0AqDEcfJsIMjtkumZR2x+3WjB0k2fQRwhG5uc7R0EEbnTR2zSN1QbeSG3QYtaMd087wwCKVhEqIFFvAN8agtYaq1aGrO6rW5XywDENT+6TVDoaazsLITk92vZ+CMaRCj2u7uaMU+lvdSuh666xrmQyS6NIWwI4ZLCdUiiU2JpFOwhGLFefFYD6H98ArGFNKdBQSSeQJ4B3ey0BHY+uWxZtSRr65WQmlOZdROqAHIycpHPjjfPc1FgY8sg2xYR3KXRRzhES6d4cwEEtI/Mv/iX+J/8/f+f/+ZMAj8HV6cDJn5uTgdOzvhRHBUNgJ9pLcaVdSZKnANqHYUN0ZPNKISHt8raFo4E4XuzVTv9b4mJWGqHVVIDYre2MEjlIyRU+ceKCNzps375GudDJNE9feeGmd/HCm9EYT21DEneKslu2SxS8ghHjvIJXdiYluSvNaNe30bpEdGPK5HH9slezlebOzhu5OX2+db77+hnq9MvpgWRbevn3L09OjAckl07c6A1DESwJhZn5DNDOu3GyYzO+w5Wf9jFQzRSLZ4CKbyZhRgUvMvSkcUfOk53Oykl/P8bvwJgEeeena+eFEGzc+Pb8wunV5Op3P5GRaJqhTpoOl4zZBXz+F40Rhd4RnB5h4tkcwJxxqbD+rvieVUjitKw8PDyRvCCE57EcAFm0CpnGMEeCQT1Pdwbc7SCvmsUY2Mvbz/Vy7Q3nvlL0+DkvPA7UYAp2joMBf/w//R7nebvzjb7/+/CQ/0mMMnzvhq3jgHCy3YK1GV1DAsv6wMxZFzF57o4kITrtnEJPbn8gsz8CQWJ7OlsBKTLZa2Xol4ErN0bGVw0Ngsi5HStalEjk8/90fDD9CXFcyiU4mwC5xELZlt3GqTHtj2oACZN97jVUkGAhrZUCZnOFhPZOXRBub6ScmXOKgcrm8kFPi+vLigZh9TnLidH5gPS+M1vl0ubHdNnPCpVDWhXI68Xg6sYmCGoCRdGX7lHjMZ9JS2Grj1ioXfO/EmEAXNgoLZwoFk1iYIzYsEZUlsXn3rVIy5/PJAs1o0ACc8spDP6NA08ZNb2zezS17aVqnkRnHpeb6SDtTJlZQo865ANCpfuVmrwGsV596fLIDUOrfEYFVHY3chZIyhezzxz49emPQSdqMCZmMbU8eyLax3aycsg8DnKJ71vBEgOSIH5wh9LqExgPz2H8iy25dQQ/JZNiZea6rFXu6Jfn6YQ5GROJr0wGiEeMzDsDTYbs3Hy3vfqZEt8KdKb8nqeOqwjbKbvD+Ag+zO316MMAEEaat9v/pcaZpOKt7ciQAIpmzxeVKYs8WIWmaybRwWdHpttq/ie/afWhgjtcE6NQaOB3t0evQcQePDr5f2gFGUc+F75t/TPv7QwMomVe2+9CHN6n7Vr0HuzfNezzaTPud3IW7w+dLTHfzxQ9+Fhz8z7sHc3cVd35mvEUOc/3VeARQsyd08H3qeL7j3u378SvgaL+kYNibX62o+1o7OCTaECqg7iN6455Y1zHGh/FRj19Ir8vqfD54NVLOAdro/jm483G+D3C7n2pCVJjMX8puE49I1vD4dH6XJiduhDlxeRUHjzpqnRfnye18Nh8CiNqrbw6qXByG5HA/uIyG7sQIdWB7KZwkcTqfWNeF6zVTa/Wu53++4weDR6ZPk5DCjowmsZauMB19SRnx+mUby9iSfPEFuBRuiztQ0+mMWe8Bx9GKzXrGAIncGctJQKLONBZHBHt5IrzBUAhDaJk5665h5Q+uBVAb2pvrw+jM5qn/XZtpWWgfNGeb9G6mJWQJDZQatF5tIVyVp6czj2/eMFC225XWB+tSPMN1dpAtu4eYSaWQywIpI83qxZPrJUguDixYRrOHGKdaOaE5L+LK8WqlZs3Icwmh5BWSm15V2miMAXlxWu0wwKlfL+ScuF2ra6xg1+HIirZmG0lPFpAn31uycGsv5OXkYp6ZVHZHOZ6VUeG9TGQEjT/G1Ch26mys2irWcM/AlpyFkTMicD6f7zZu1cjKqus97HGuMYqyTzkzaca4chZU9sAoKSLjsGCtgx8aTn3Q4Y9OghxWt20eViGlh7MoRrO0z1y3jSyQl6BdZ3Ius0TIqO42P8XBjqRRKnPc7HejvwfW4ptylBd4LTA+V1Cyqq3ZuHDZGTA/jUPx6s0JAMDuQP7/uPu3V8u2b88T+rR+GWPOuVZE7P377XN+52RlmVmaWV5ABBHKCxbipSywLEQExQcRQagnH8QHXwp9VxAUKagH9a0eFH1SoRDxkiAFIv4BmZJVZnrO77IvEbHWmnOM0XtvPrTW+xhzRezf2fuczLP3ybGJHbHWmmvOcem9Xb7t275tgCL4hC+VIVa8M5HEKbpi9LKw/+zoSUeq3x0MXim/e+6vYRk3b74+DI85emcZwamxlTrIZ3uJHInhwkmE0irnX37Bt99+S5EJCGzmKVCMwj+dJyYX0GuyB8cWfXtVR/t39ujGloU4y6b/9EDZ9r3YKff9ekKzera1LvhI1iBISNRiUxmrsxRbLbz/5jsbJXqamWc714eHC7WYjRnMBNuC3XN4nUHu8AlLBqxG2W1FZw5VDYQwEepi06qcfpxypoXuC+ya99AGSJ2litvBOhgbidm1NfY+eAFyzsyp8lF1MFFTSkx5svbgGNg2q4zlaSJIoqzFqrp93zpw16OOnpTvK9qO1z3rnZV1Op1Ybzc+fDDmxMPDhcvlQoym/xenQwDuOnh1s3sivfDjExlF8daUw/G5yMX30N1xF4e/Pv8O2t1FwQNMM7PrwEkPcg/Vuf/SP/+f4fl25Tf/779C4BFqLTAixjAGinaQUiAFmwYVDnY3iDFZPYANzqqrDahWmazV1vqRndEBqV75N3aq/bA1058qW2HbjCUiLlLtNTyLpYIVPDpwbuLAh1YbTzIG+48OHHlRRBtVBWnVkoPS24MY8dtxHfWE3mIYixFjTKSowEbd1AAIjLFVsTYZCVbBDRFSMAhjWxeuLy+gyrasnE4nbytVtm2hVWvVt+ic4Q9tEl5FtPH48MCWgrfWN4TGeZrZNhNKrlI85fFHhQywoVurTW0i7QdeyEQqjVMI5AilmSRDnvJgCjZV12I0NunDdEHVJhhTodKoVGyWWeV++pod9U5c2yvdGOPD4pzm/God5z2Rurwi1XlOQumNHYA6RNQr8wbIVKV/ZcxTt6CCUrRS1w0NpmpGa4TVCqy35cbteiPOZ0KexjqyT/MCUN8rvW25r5PhpzzGzwchY90LoaEFBzQ6QG5rMgaxFpCqY99I6PyqY7uOJ6M9B7mzXl6QdhBvgJPe3aBelOpgwP6eOyOnr5Of+hgKIb6P9/29gyOWX/lqOOxZY93LANIGk243RPYXggb7fpToBW4GcNKZMfZlByZAte1tZofz+sF3bdgn2deL7t/ra22sv3YALdjt05HhMtyfKq/qLfYKjz9obbDWoYMgR4O3+7vxUbozNsWFkj9xuA7cDChnYA8OGEgvMNtr7d868pUBmL462oGp0oG1z1zc+PtOkuD+RY6x9BZG6BI0o8fPc7MB2InFjDuSdri+w+fYM7R8PMT7ovAOKLoWFofYYZz6K4AMunkc0iJtyJFAD/v3Io9CUFSa8z91vIX6+CwclzD/Znp8jQ4COQ5SdUw5NQDT2rtVmg9jsoEnXYrUA9Sxn5rqZ/eAFWgqpZadrecs5zhF5tnYRynZwI1j982f9/jB4JEKNskrJxess2Rp0/sHZUm3Awu1OvV6/BCwoGfKc9+52JPCs3tbBKja+G0sCaxqTJWuQ7IjAbZQSZHQhM21T3rw3dfhQHpFjAkCRImUFoh59kkfwat2NrHKQKRtB4+qTVuo1cSNiTbxpLdpicD1djWQpSkpKjEqtxKI2ZLzpmrj80RtvKkqMWfyaRqC4GroC/N8Zj6fkZiotVE2TNsleNUgBlorLtxbDGzBkVFpsG6kaO1bIRpLZ10LpTXaSyWfMpLEhMelEbLpBgQNzs6q1LZZZalayBFCoKhNBpvyxO1WmObEVooxd0QgFgiF67KScmE6KylPNkmsgx4qiCRut0KeAtOUkRgoRXnRSu5JU2s+laYCBtKVYqh1SgFOE0mtuq+1Mp9mUCilsqwbMUSjgx/McQ/RwxDx8tGySYjJwZ7QoK3UZYM8EWI2h1BNF6mJDqYXHiioJ+d4LQ6c5eW7Pc2Rdd1YW3GDGagand6KnVmAmKya1XvIUW9t80DHCmkdPQ8+tc4C9hgzKQYHH5obeu1eke5+48F5cnCowYXt76K2n/nRtNM6dxDm6Hj65APoLIAybNZgJhIscdbKlPsMbH+DntUq7PSm5HDDnngxXr63T1nFrX8Ww2H1t49VIUZKq7YksiWCS2togzIl6lqoBaoEeMrEnJh83LSozQdMmiEIQTIPbx+JOXvLiOuXBKFPj+s1LTOfnW0gnfrnwYudf9NmWhJul6sHITFFF+kTb6vd+89zSAO4e//tdzw/PfmwgI3r0zN//Nf/mMfTidPpxDRlUOXl5Xl/dg6G9LWJBIIaU681QWokRIWkDvwnRrtpq1A3BDVfRSJ6EtO1XhR4uDwYyN2qV3ms5SWGSBe2L+vmjE0doB51Y84nq2o2nAINW4PLw4lf+XSgp+dnvv7Nb/nlH/4Bb96+pRQTZjXHXSlbI6VEXRZncsbh04RDq4ZPoxzrjD1o2tebrU8BfvObr/nu2++I2Vhcp/OZU86EaIlpSpHayl5kEchTthTQboQDD9+z/w/x7DGENIxa7xIMPfxOt2OURsj3rWu9vVRHUH2o6uqrD/orePR7bT7P/+3FGSvUNPPPfQ1gfn78vjaKM3PO00zZnDEUInPOJgAsQikbWuHy8GDr83AOAg5OuLhwiJySFSnmKQ8dB0Egmd+KQXh5uRpQqgqlsr1cKcsyCjJlXVEpSKiIiy2LqE0WZfYiok2/MiJR3ZMHoAf1rapNYdQu7h2pLttY6jZ8XowJmvL8/MR8yiDNdQeDFbtaZVtXtlKgKqd5Jk8n1nXj5cOV5cMztVXm+cz5MgPWRtu2wnZVaBvn00wMNryk11rmaeLp+f0Qfz2HjLbGBg7oRB6oRDJC4sbGwkIBziQu50fePLw1KYJlYcqZnA3gr7WwLOtgDEoMpClzu90obQMa2eejdcZQZkIPDKJPj4P/IzIRTWuDSiIQmUgEzrgMAkLx1jj7bVM+6lXxgNtFsdbDpRYaC4FGREkIJxKZicLVKtvNYC40oaWxlZWXpysf338knR6Y82Rn73avqbpcgDOKJAzG/g4CdG2RgNRKEYtrW9s1ZUSgVAM3aqleZVef1GcGRWQvAFgcZes0hWA+Qhj7dNhaZ8i36FCH20rTPmLY0377P8mLfmZH1+mzFsIIvdVG1cWDmzWjiRWEED6x7xbtCjnPHqObrY9yvLf/CA4d/7O9qTq0zD7nHwboJB7j6P689njNWpHGR7wCtcf32H1T//cxfqRfdQc+nU3aC+U7wOE5DYrUgxajn9AAbQbYcfz3gS3z6jQ7w1MGM8bPKMjoTuiSC8f7c7y5wxd35o5+HlyQqEi7+l6Qw3v1FmkvxvdYbj9L6Gxvb7GyXz7obCF3n9tbo22P2X3sQ30GWOz6UV2qQ/Uzi8Fzob6u42D5WH5ZS6G0XW5mL/Q4o7XoJ4BatzXR7dIIVxRjNtaGdjJIb5vFmbwc2hK1/xLeDi6my+QgdE/Z5GhYOhBNGPHEKH7UYGQAR+9aM33OKWdO88xpnrndFoRtrM8/7/HDBbND2C1Hr1J65WrkbTiQEoRltWpzjIEp55E5iSfI5pQ+8/HKHYOoV2S0FlBLy+8Sv/4QjE5CDo3qk65eb1piRiQYs6A21goSrOplr+kjuCFPE6rKWitNkjGunIaJKpc3wna7Uq1HhBqNGhxj9gcLXQTwNM3kFI3aJpByRImUuvm0Jnh4fAAiTU30VImEbCLOaNhbl5zaXctGbZnkezhEMZ0CB1bquiJijlDEBMBjFFJM1FCtCqDVgjY6XVIpdUM0eIJjE1vy/MimN0KaHZAR5mSignnKTDnTtmLnidizYiUgLC9PbOuN6XRmms+ElLjeFqZ5tkl40gNOn0y3WbB4nIR3ZIfY+GFva5EMmtnWjZySTaEJptsTgzGXEBOcTjkZCCNmZLXZ1BgJasLkTalbRetCCMn0CWKiqjKpIpMOIbLS+2fBgsvGCDLMKCiK6T81ESQm8pQ9SfDWBOl6IQcnJzIEtQcbBuV8vtjY23bovdedHtsTMAhs1QxsEBtDfpzqMMThmt2PJrbWqgdXIeUBiPzVOkyUPoTuYJW6NVrZyFOfmmKV2OgBhyVuNgUn9iqRguiRJr/38b8+zPfuoo7jVxSvYPg9J6HBKtXacNYP9AigGVIJwFyUuai3FwaYhLatQ4yvC52HnHh482CsllpJOcApW6DdZk6XC8QwAuomoElgq1QqIUU0mg5ZUG9p8xa93rFgxeheBeqOzltxW4XNgsttNRaDJCFNiRSMFruVhXVZ+Oabb1hvN7p+xVd/8BV//Y9+ZczCVlmXFS0uJDzPxqoEluszdVtpEunC9x527aASQl2UmKolG9qoWvcYqamNiicMjaKAuihqYK2rsR0E1H1JQ5G10AI23KC5YHaK5JSZ0sztdiPniZSy623YAmjFwBkF5nliXVd+/Q//hPlk+zelSK2FbbN7OeVE2xQVKzKY3gQIlR6rbKXuayw4T/JV4Gd2qHH7+ELKiTxnFGWarbL/8eMHJJim1HJ9JvhghW4nRCw9VDFRUZU9EN0X/Od33ojV1CqSdg29rRhL8tqJ0jZKWch58vc6sGx0f5+9TeTzn/dPyjESYSyhDdEmdloVtAzA+5ioGMjWBanNnvSAWTFwqJTCYB2xt9+af3D7EcT8brKiVor50J5rR+qCtb5OqAegvTPP7w7zVyllT0IKdV0pxRjel9PM7cNHS8ybYbxta5StGrNIM5nAmiIt2rANlYWH+UTMieXje67P75F1sSLVTfnl+Ssev/iC7z5+5P3vfkdFmM5nvvzlL/kH/+AfMs/Kxo1tvZpeYlz54heZab4R48qbNxOXqfJBn7ndrlwuZ+IU+PpP3rPdVmjFdRWFslV+2z7QUN5y4SwzOU481xWTpA5MTEz5xJTPvCGgIfCL28KbN+/4o6/+iGnKXG831mpgILcb0zxZq61Y0ejh4YG3797yzfvveC4vXPUFBRKZACy8IATe8EjDtI8CEJm4sRyfIDj4kwgkJqA4s0iYmXkTzgjKS7sSD2DeiNPpLWQMNqzp81XiSBP339qnch0Bbh2af2Wr3G433n94T354RFNCk/kMbZ70wJBFkBSw8eNp+CZjUlubSKuChMpSygBrRMSb9HrbWrGBOh5zAXsnQrDJzCFEVMUKw2oSFaU271o5gAQeS4VoAt1dE2jdNp+kFmxSW9gndHbgKxzYgWDTLn/qY58CFob2zCegyLAl/vWBTdXZR/2ZEXatLJE9bv9kLP0PPO5bztSLnJ2db0Ul5N5fDBZbB2M8dGkWBoxWstaBwQGu9K6Fz5/HkcGkqmaz/dp7N43tAWNCmhzHLsrepy73owJbKcQUTbs27FMrh3SK7NjC63OxO7KDIvazA4sZRsHUBqzqCDuP9+j4nhZS9XWp42eMPXDPQu+24v71jHt6OGv7E/r92+Njqyj0ey93fr8zql+/V6uVEKMROgZI5fjCK79k96Q6cGTPIKY+lc1ixVLLAKEQF+kOFg/WnocNNu/9xMS7e3c4BsNtxDr9odgajho46mepKm1bqSGiWsZtHeurd0WUw3vD6JZQx0lkE3A5Fm3KKovFdymSTzNvv3zHw5sHvv7tN/zX/xv/Iv/rf+P/xLLcD2f4occPB48QSil02Lb3FjYXKeyTMWwSAsyXM61Ua1foqvxHNFUcsOgr2v+yhRBQLcRgmkndkAtGWdMWDDFWX9BjUQvI3toFptVRWzURZeoeFIu7F1WjjXWjOB4Y45xsypqdM1qRGGHD9YhkEISJkQzUFgxRQJEQiZOJXF5f1iGil6d5UJYFiJMNRY0KsUFtAq2hrVqA56NTazDtJcSSPrxvuVabgmYBo596s4lCGq3VKgaBKRCrOYQWe2VIR3KayKzrZuNTWyNGS76TCCKRcIrg4021NqJErs8vNvFCo1Wogk1/svGY+7NFLZAIQZimTHUAZJpmpnkyY9mUcrMARUKnCNsFpWjJ8qGtc9ggVYySEywQjymTdIbWiLUyTbMjuz4trlZu1xdEYD5Z60zZDDCTkIzyl6aRZBkjKNEQWrNktrMzQlRCbKZ51YzKTDdAsfc994p+74935Dp0xL1fh3Yg2v82g7u5oezgkaq148HYkrRmIubGXLLnJT7xA1G0erXbtbAiVglvfg7bstLaRMqJf/m/+C/wx3/tj/jf/G//9z/URPx0h2tl6U6avqtAlM2q3X1iUVMb+dvRe/UIOXQAxc2isAcffOZ9xz77JOAwUHB3uv2X73NiaR7iNwOtbArR3s6IJ49jtqTYFLmWA5J8jQZjNgWU85sHtnXzxaBuY11idW3UZBejOH5J8Cl1ldAiRyeodLamjw+vpiU2qP4CWpQ5ROZTQqOw1ZX3779lWa4s68K6mA1/8+YN8zwxT5l5mnl+vlrLaemjUHew/vZ8ZVtX8O9brOd6Lpz8+YFWQbza20OYvdXB/EVtDSrcthXU9mVMmZyynd+6stZiNmCeOZ9PrKVQVClrcVtlfi0FY/JoKcMm9vXQtJJiGveuFmvXmeeZuhWevvtAipHLw4XbtrJtNhL7tizjZtfaafH2zDsEZmCkta2GPnWo/0Cx9eLB+VZWfv3rX/PVV1/xxZdvOU+JFASmmQ2llsqbd29Zl/UwGaQnBj0I+kz0LEbT79cX+vI6rOveuDIms/QCirPYQpMhm9Wa7kxBf4MjSPJPGm7UE0owH3xsxbDg3+MPLw6EkFBnR+5DLzzJcb0W8EmNQWhd38UTolrrGH1t8LWxaGx6jydfKHG26Z85HNYVeDIYCUmIybiKhK65mEYgbtCEB9zBpkylZCLybRPWaq/T0iisBvC2NsDarokSYyBUqNFGofNJktLPy+K6GOycY8iklKyaumzcivFmcsp88fYtbXkerUspBNLpxDRni1nXwhahbJv7UrvPOWVk+g7aQi0bz9crv/v2G77VjQdPwAKVkL0gtWWUwK9v3/H24UtrEW0rtQnnh0f+3X/znwYVbuUjq0YkZHI6s3x84lpWHh4Sj2/e8PbhBAjLsnC73XgzC0lnvr7+jvfbe154IiM8kFEKlY+s7heiP88TMzdWIJKYiaQhuA2mvbGxIEAWY3e1svHMM4+cxn22J26aRuUAKlUqNxoTMDEx+5xPS4ULlcrCaq1wo/Dgz04EUaz4eL1xvV2Jy5kAhObsA98Tps9osWsNYjrahnAPvZymPu252ORg2ze29qwS36dPtiGdE5oSXSg7pECK0eIAb3lGYdsqra5WfGo9x7A4bjC+oyf7sdKK5UB93XWtH9C7JHNf0OyarT/xccdmEWfLH4AS6XpmyAA2YAdAerIUDhFS8OdsH7CDb6qH3/kRR9O9PdT8iYznoQ5+IX4twSZYa5fE6ImCA1kxWqthBxrHn3a8Zhl5yvF0hb0d6bgG4/H5isdM/rutS5qUMlpSOxvd7M6uVZuz6565LTespdt5AbViv1bddZvEqZn4aHo7SytAHc+r4ULcWErsunjQdbs8gXBAJbzyB/eH7L7ac/f7RqrwPb93eAc5aOuxg0068v9PNYk6CGOvMymZrRe9O5MHHTljf509qAB0nbN9cfbrUKCUbfi84EM+ioPOEp0JeQBF+3XY3wEJvnfo8Whv76tjDxm4lf0ehZ317/+vI87umnMduMLXmfI4C4s1NhnjNkzEEFnX1bCWuvvp+Tzzcr1yvd04n89czmdn0D4znSbKtv3o/Xg8frjmkV9kKdsYQSkSnGIsuyCpytCM2YMkHaiiqqV4Ib/+6H5zzWhFXJNGcdbTLg4oPfjwf9uesc3Qg6uORgZPNmhKpZn4sSeQTS1Y6bo//U76PgKM0SNqf0xktyeELkYtXUPJnHFvsRjClTGa9oiLw5qT647Fz1+taphTdsqcb7BXqGUfq5gmMVZNK9TajYpNhuvnp61RSiWoC0vHaC0m4O0twrIUqvb2DkgitGbj/TTbdLNWKtfrjbdffMHt5YVWyxhDv9VG6Y5alVILIsEq29HYZoHgVfQdJc8xjbGqEm1axul8MhHwaBNHyvN7q/rjCVzI3lImrKu1XgCj0rptGzlNfrcM1RWEkBKtWQ+/BqGpGPGsFrZlAQNqidEM+rKs4GyHODXylEl1I7YI1Xk5zoKTKGMaHgSmkKnF2gJySsNItqZs62ZrwQ2+eBAxFPXd8YTDnmnNaU140uCAVHSjYgh6G1Z3JF+tsixWNZXQ+4+DrWU82Kmmu9DF3esxgRPh4XLm4eH848zDT3iMKmef8DH0jrzf+mD0g+xTgo4hXGvq66ESSCMIdH8G6GFKlnpV3oDEe4eld84VcQWKA5Yq3RH1dkrtKTx3DgWFkCNJrDGrvQPdKjWZ+GRIgoSJSWbS5URBiSFaUucJo4hQPJnU6lMpg1eSXSutuWi4VSM9GPH1lFKyUeMj4LAKK+x6K6LK8nLld7/7ra0vtfarL95+yeVyIudIcpbXershEmwCJbY/t3WzoKwzLDUjRGqzREa6gOQBzNvj737HrE0zYPZde4Xf7ZVIHcyWZV19UpOSp+Q2uFFc26hWo/vGlJC0JwR0ALc1VIv32FtiJRIczzEAe54mylz4+OEDIsKyLlwuF2YX3W0t0MpKmua76xlBrV9XkL3V0NaOjsp1p3Ov68K3v/01v/rlW07nQMKm37XaDCirlXm+jIAh7I6TMboWCzCrA9hFrSXkWP0bSaFle7Y/wnFN34MjTZ1dFwPSjEFLiHdaqLZl2t1ePOBS4wj+8P+z/5H/KJf5xP/x3/o7/FU4QjBWkf27s3dAW3C7YIyirRYDYcT2Sj/aEJM2wfWjbbAwsw17ZsMkwt52OIKMPcjtgFSK6VVriY5krAdX2ScaNSz2yB63hWYM1g42Dr+lOtakMfmcLVyrtax58q7FkrvuA/slBe2xo9fyDzYTt9dNG6Uozy8vxPM0EkcRQZoSJ+Ht27esz41WC9tqRcyYrBWq1o1SC7kE1mXl5eWFWjeWbeONPDLPE9u2cn1Z+PjyxK0tTMCMUNBRZJBgPvjy+EhYZ6bT2dhAW2EtZj/mKRlTfHWQKgqPjxe3BxtTnumFWWuD7eLZiYfLA00LscFz/YjBP4XNmohGGh9Hwta1jaCy0rApuYkzN75FvQ1pJjOrUOuVwoqdwYI41xTMtywOO2UmIrPpaNLnshUSBpaYz1L/fVgpu7SEn00t0J6eyPVEmhvtu8TWVqY37yiXC9PBtitqhVC11g98j9hF+yuauhCwFcyCtwv5Kja7D26v7a7YenPmgxckBkvKRNasqNFMMkCl3e9Z2dtnVLGYNAZk89dJsoReLQ+RO7WoXbxZmww9pJ/y2FkT1r4l6gDe+L7bYaPfuW04Zpue0/XYYdgc7r7/6lN/xPnZczLbE+nMF8UGPYSQnVXpLEn3TcruQ4c9Cx7J1R3S7GCC8bz3PEvvzmEHlnCgyVVR7mM+dt/YUJ9krQdf2LVVjVEUggFZ5rtXtuIDLuZp2OVXaenn7tD+LwdLGTnlgQ3TAmNSrN2ccd7qCj47oNYL2b1gcYg6dH/8961aPSf2u+ALZ2+zc4cijL0zYmQvmBzb3Pq/h+sS9vjLf15HTMeddpUxaPcb1jWELA63gkUH8Y5aRyLBhon0c2e/dPvWriG3LyrPF/r6Og6SORzBNY4sPQ9Q7d0GOzuITUQ+AFv23h2Yc6vssiXBP6trwg2gV/q0NddCxNiU2izHD8kKNTkmcvyR0M9njh/+DsGCN3vuzRkWgFcatSdowVFqHYTP8Z/6bZDxEPj0bzFcTkOnXTtF0R0X2tAardXIH2Bt6lM/qguBVt90wd/n6IBk3z++Ybra/HHhGxrtD6y1UdErPnJ3xFkSCCkTWyN1A4ONvK+ebIl6xZFg2kyhV/V351VrdYPiFQ4YG6xV7UQmgggpGLOh1eaggv3pgNXuVE1s0VD4SppsVLdNJkuUdWUtlbIl8jRZkuj8TsF2ZWc1hYOhNEaTaULRKikEryotqELKEzFD8AWq/blpM42mZqPhu/D57XqllsL5ckZEOJ/OfHh5suTMxx92FkSeMqZJFTlOxAs9cUNGhQhMeFO1erJlQUmrlbYV+jjYUgJxE588ZMhvFwYOUlhvFW0b0zQTU0Zao6mxkEQUlTiCd7ztpoMXtbdferV9mjozywVra8UGk3jQH3ul2QwfQxDVdtAAPtwp9Wdr607IMaIhDv0r0V3DRLTfp7qvr27gO7qBGyWfbPNX4pA+1n4X2BzJa+tMPA86DxNc+sSN7sQVq/RreNXjfHhNdVBFMYu092Az/lbDbUZidZcWd99Dd7adsdGT8u6UBCIEtcqoOPVWZSLIxurrUxFrR00JyZEWhDwlC14DTt0RQnAwsu/j6nZK9XAe6lUqtapXd/LVWEDmIH0fV1tHa21sLoh9W26Agc8hmiba5XJimmyUcvP2Y2vri+Yc+3QJb581vQmbwKhqe6k1rzZ28Udk3D8RY6dK76nX47PYwZ6jeHotZdhwoQcUldv1xloM5LUpPvanU2R3324A3JF9U2tl1JE8yI4hcD6dyLny7TfvUVWmnE3M3H++9ADI19lYQOMqGfT43jKgKNKKB71Gu15vzyzLjV/+0S+Z5pl5msZ1GaBq73l9ubGVwjTbeeDrbmf99L/7fuEueH1Npe+iz+IP5I5Vc3g9h++L3cLDZx0rgp8G5fvWMRv4R7/4ij/+6g/4q3IcwezRQtaDXd3XjFbzvdFZkTFEs0Uiw/akA9vUftH+6sCRBBm/P+Kb0Nv7ZfjSuzhVDufQbSDGVLWWngbV4pUQI2EItHq1nj3QL7USaqVtDgypj3cvxRjTtVrLWjW/1YX0RwteE6xQ2PeAjD1txExjnCzrysvLlaKV+WxFjtivPwRO5xOhTrw8F5uEu23klphyom6bgVlzHtddW+N6vRFT5OyFLLvEwMPpgQkbLPG83kDxoLyyNeWsjzycHgZLx9hR7nMRQkxMGUwkeyYGY1DOaxl+fi17W0vKiSSBPGeiGKs0vChLvbFQsGi4R9FCJg3pajPT/e71xBg2n26UfEZaQE1H1MWx4/iN7pEaff5af09BqDT6BLbs79SXkUfsQ3czeCtkCA4B1ILUgJSFenumpERKE2G5Qcp2Fjkg2ZjjMSZSKAS/OgGCqIu592S+kYIVaFPMzgANLr5eD3ZKQVwvSQWqfa8Fi9G1gjbvqEiBIC4R4b7echyP4XuLkRgrKsXkwKAXnFS9U8IB3b73RoLOzwY8AoYt6gX5kbl5LLLnTe7wxql3oEYY00nt256A34NJf9a5HFuhot/ffh6h55n0GIAdzDikk0fQaIAaJmD1ve3Q/fTCOM971tzx3450+GcxBIz7bTEmsnXfjHtxdKD+i6MNE2MWt9XiINNvS4PdJKLE4J0hXduIA0DixrHrTXVfbG2E3d/26eQdJMLBB79WDz7G7b8/1f3SB1Ahd/d399M7YPU6Drh7L+1Egv5THf9u4311EAyO77vL2VhCHHruJbv0xIgnfC3ouJccACzdJT3UhhXtObmOe3987Ptj3AEkAf/cMM7b3vt4F/15ib0Oz62HBdc+adkGI2hP9odRdbBpfHY8AGXHey3753eGZYxUraybSbgkz/2n04mUX16vzB91/AjwKBC1B4N248LYuH7Te9LpfaX7z5zYqP4GIibO6kHU/lT6U2bsRgku7tv67bX6SQrJ6WWNthVC2m//WCx+Ll2ANHhQZZtw73HVdqCRdkPphqlTHZuPNK7VH4y/f0jQJx2Nfk4x8CyWaqJo2PtUFFETez0wswFHCNnMELtgdgh9okrF9EY6M8UWeHeeo+/VN9VAHoMFW2Vbaa2Qqg13zTmTYmHbFtZlQyXy0MGIUlEO09scZu/j7utmQWArlboWWimkeYaAjwBsTGq06NiAGAgtUGuEIoRmotdITxI7Y0lYl4XpNJNDZC3V6Mwu+izehijB7qVtWGfxSCCl7BsGT25tPeUk9szWxYSlUZoLoItadbOWwhZcq8YahOgAi7bAthhIFkRtEFO1Z6zVNY1EbKF2RzGM8n1CFLDqWHRRahFnE0nz6vSuJdH7lw2ktcry6AF2AEnd0FbX7IoxkpJQgyfmB+bS0YwHD/Dcc3m1ySt34rpVHPrc/wocwcf1ts6AHGULN67+utbaAHz6S1rzlg8OVSY/eqDX93ZTBzrU1t2eW/f7rL4ETMja3kPGe/dkrccgdut9zbQ9qTQUR4j9mlBEvQXoPFNfri48bAG7pkALtnrVWUEeRYxr6Y7Gb8Ruageo1NfHDoqhzjpI4oBOD6gbzx8/2sjvZbFWrBh5+/aNidTHaJMkUxh2RJxdIqq0YiB3GywnW5OG6XT33V2mRzzHgBRPmIMBN2aP/brcnsvhdSn5WN9mukhgbQaKAbK11kEhj9HabzqTot+rESzVhgar9AR/fyoo9eDPzF6nFHl888C337ynlsq6bpYUudbHPu3HbrZdpt49L/N/XiX0tVzKujMJy0LdFkKKTHniNM+knE1PD0hTImiiqfL8/MK2bSAPBh75etTuTw5uUF/ZsP0s/TK7TtgeCOzri04S6JmEWDuwM4hrD/D6Sw5xfb/t/6QcwWMgh4lH7LnH6oeLvbsPzniIXcy62zX29zkAdinaRNOUTXeoV1ZHkuXn0joYVaqxZzuLmh5om55ZaxAk2IANbwXp59WD1TDWby9YFaSa7qRIb90wYKRsBS3Wdq61jeKXFefs/Awo3nU3ehEL7cWWZmzolxsv1xeWWvjlV78knU7kZAqnUYytIEDdCutiLarCRK3TGIBSig0TOZ/PcGvcXq6UtZDeRJueOE3o5YHTaSauN5ZtZTHBMkqtbLVy1Y3zy5X58YHr7WbFo5gGgKdNkQQ5JWJO5DwhYvqLORoDcV37UBZrOYgipBiYp4kYoJaVbbmitVCdJZgluv4QRCKrQz2KtSmCUAkuqD2EFYb9rNaAT4eLovv83Su4D8GTsREVVYRGQCkUgjVF3q9hXJ7AE5wYDdAr/sxr3SjrSllX6rYSlxshn0EKgg2OSXIip4kUPiBiLB5bv3ZqghjQ2BpJgvkcsdHxI64pe1G4BW8jUUWIBl7XnoTae6kX0GIw+QWCAQ51JIUBorWtEfZ7lUZsdozHreASg+yaM82LHFrhe4XO/3KPwei6y8P2fKwX/cdrYayZ4WPdXo+Wq9efMZLtARXsSX5/Rx0/MaKTSyvc2TowYFv0AAgxzr8XzfsJj3iLHgbfFwXHz/09pPU4zc56+L5DBUU879WgBjgOMMWvyVHuHn3cAU/7ByN48q/NdDbFplXahOjmxVuPaYLH8Qcx6Z2A4dzTHsMdwB0Z8Wy/8/fx0xF503Gdr477KoPd58N1fS4+OLKPWz9n7XfjNXCjRNOPGYwuY2y57IDIXWtgX0l9TeyFmXvJit6OaM+n7/s9RQOPLKOBvcZKPRRVUAfh7Wq77tfhVPZzCqaTxBiU08b17BcfzIZ1za4DQaM7/QAUrezC84er7kROEcC0m4PHFP259E6XDh7VZsWfFoydiXRd5sg0z6RpuvuUH3v8YPAo+CQODfvS6dRGK0lx6MUUCIGgEJJvquprv6lthuJ31sdbDcbPwSCBOnBgLJ4ogVLwjaq46IXd3r7T3JAjwasXoWdo1p/UE3C6+KQt0CPzKPiEEDHkyo7WkLQ55T7RpJKns7eOmYhjqxFtXTQSD1Cq98aqASnSEd7dJXea67oVQ4SJhGhC1GXzqj82dk9iH7luzK/irJP+HIR9hO/58WytZ84csDyosmEg0bIsrGshxEQpRpkvpZlOVLHJLKbFEFmWG6qmFdCKsXe2dWO9LgQFbdl+pylbLUjZqBRCzoRhFBoSCqUUStlIefaedEvgrs/Npi41ZVmemZOQorhuASBxTH3ra8T0VyIpZ5bban3yrVGLQqtsqVBKo1yvlrh4QtNqQTwx1VLZtEGoKGUYfrvvMz0RHEBC013ADMHGrzkA4b6ragcOrCeXCClFZ8LocLjdIMQQhg5Pfx8RpRTQWokx2n1rlaCueSOdCr3vU4GRbLRirUM7mdeCmt462g11E0BM26W3YWlVUkw8Pj7w9PT8Q83ET3Joa9hwoh1INUZgb5k8aGi4o+26VMfAqJvRVtVbcXT0zg+6u+JC5UrzkcAiILqPSR4jglsdrEPttnLEI2o2KcioeN0llj1YCjZRQfCxwBGIQl1gPmXTSWpKFWiiFGku0h6Gg1buBSs726EPG2ilDts99LFMIdf9lut7SRvvVWvlt7/+9RDsA+F0nvjFL74cVWpVZVmu3m4jg82jW6U6rdau16ZG2oLsZ+lf+zSg3tZnuYNX9EXMFxcHBd2+jQpd2EOK5Bp9W2vj53PONgL7MCJ8mjKSM7mzNw7RsVaHlFuDbIHHCB4Rt+WYHfbguDabqjbNGfX21ZRMQD+IcJ5PFrC6/Ri+FQ9UEaSpabXRSDmjWlnX1TXzTLC1qfLweCF5sWPbVmrxhN9112qpXG83AxlG9ULpAF2Po+/2wz2usX9DLAjpxqcz0619/JhE+OtDQPKEtJVec+uB5D9JQNH3H/c3smsMGvPOppzGFMe+scjTEtmcoE2VTTwOG2Dd0fBbi7YJsGbTNGxe5BkgnRVscBbGum0kIlWCaWP109OucWV2slTz17X0wSKWdBvI7Looai1iVmDarHUTBz19/HzZNlDFOuw7s8NZ3CPJM7aLTaVx4BS8pcvbSktjLY3vPn5kLZX5dOZNygYeidBK4bYu3D4+sV6vVNdQC2JC4CsYmPQC5/OJd1+8JX4U1mW1wRshMk2Z8+XC6Xzmq69+wfPvfst37z9AZwGLoP5et+VGi8m1JE48PEzkPCMxWmEHK34FsiUoYhXhoI2okVgrNYi1d2L3orewH5O+LAnlDKrMMbO2jbWtdNtznGHX52Xa/LQNOfzXqKwOKvVS0RDEHqugDbWkSqP4NEt7VfX06Lhx+8/s/aRTDr3wUWuhrCZ5cHu+EtKJkBfyuhh7PYHkhKRMCGlofHx6eDFaGiFY+lLKBsXsSPOhm1Y8tbhfwDW5DJxsY0iJ/9F+qkrdNv/szhbAmU6RDmBpCqbbZeJ7RAeZ+nCLDh0YezATk4LY5DdtBZGNFNtnru0v9+gABu6rduC/cxz2JPb1k7grsOEMweh2v+q9uTsUckaBHUZMMhhHvcAqO7Nm/N0BHf+sO4aRs55GC67nomN6Vn+tcPDpfg8cjPIT6Rd0KOLeX7ktS/dfg9lzuLbqgEWwmMGWoHIMJcTCPvOfze1b6Fo4BrhHj8cJStGyXwP2+fTJarr/OYQqeDhMlB0j6muyn8Ndvq73u7mDL6+feX9tLzZ89pDD/euIULcOh/NtDrQE/+ydsWN7eds2UvL4r6/N7gMPKI6dl2kHGt6058P7z43BObQAXaLCbk2wQt7AAfqa1QHx7mLh3wMgyc6K64Ue7thVGCB94A+hPi3No1ql7jImeMDrIKmosT6jE2FicHkXH6SkKqbF5rF573gRLM7vMYAMjCMQU4TPXMsPPX44eOTOKOCJkEe4Xg8zh3rsn6/NHSyU0oYgpDZFNxNaTjk6tbQjsSD5hdE7CK8B1/GARpaOjmoEmEO3fnSjvspkqOSgLKptmiSJtS7UVok5W7WqmdbFtjYbRb2bBTotc5oySU6UFXIAy3mMEgY2lSdNxooKMSPBphFpXW27iV2UsRfc4Tvyva4r2rpzXCmlcpp9ClsFkUSIVs2f58iyrOYk8QUrxg4wWrrpLA39J88EWm1WyUJcSLgHgLuey1aKTUEpRqsuBFKwqs42HK054VKVP/nT3/LFu7dOye4o58KUz1yvKzkLp+Ais+qfWy35ySmwbSulGnOhtkapm7MB7DnbmkrEsFFade2V7vyUFK3fvGlBqo7kZCuV3/32a7748hc8lQktHxGpROmd+gsiJnhLMRFFibHHE8NgDJCnJ/w9DAthvKYnA8fDqgjqwuq2vsq2AZvTUy1ZSGKTFyQGcnbKe/N2oFosoPZzONJBO7gxnK8DBUNuYJD1XJi49Wl9ahO3vM/fNnIwJgKgRVm3lX/v3/5b/Cv/7f8W/+P/yf/sh5qJn+Toz6BU05UYExjtp/73bpRNWtt6n+XVa0MUEzmse/XDAAl3eLURUnOB1WJAkmuaiXbj3M9r//xPYuEBJtnEpWDG1GxftamMAQxYr73z2WxvAVoS4mmCprSt+lRFOL99Q22K0w4PdlL24AgHhLxS0qI31ok1KzRvM5FxnkLA1mMXdF1uK6UULo8PXM6nUcmwSTWd8VCJpbkQuLH0qgM+dwwV1IGOdpe+GF3dEsIeRAY6aCRI9LZgPHlteyXdHGenM4fBgChlczsHW93Q4NM2Wu97z1CsAST2SWrqIOIh8I2HVlXtiVrroJw6gORrphQu5wffz8Y+Op0bVRqny8z1+Xpgl1kbSm2NUla7G/7cUg6kFPjw4cp8OlHWlfdPTzw9PxFD4G/+zb/Buy/e8vH52TTxgrWz3F6uPH38yG1ZePfFLzlfzuSc7wMHo21Zqi7mg8zQW7tv1QZjilqwxC1AbB6YaAe97E1rvPfbY90dqntHO9Zt2+cqmZ87ehD0Q1//Ux97xVWo1a7bYp8GAVJIpJRHtbQLl0oIpJCQcOF0qui6MxZq29e8BeQ+WbDvDw9OOwOy0hMXo8GXsgITU0qe3MgAEHdtN9jWzZjHqwHkEqxlntgl3PtUIUU8ecLBnv6nOzDLt7sfavsAXx9KklzLIaBsfh8YzCRbd5Ig+6TCl3rj48cnQkqcjCrFVitPT08sH78xe40J8s/TRJ4TYY1s28q63qil2GTErdjk2PNMDMnFl20PxBBpGmjVrPA0zZzPFwiB8/ML8+UBlUiSwJvLA7/8g684nR+4bStLacZcjgbQp5yI8YzI6lqLkZzOTDmxLKuBY221Il9bzafRyPNEPiXONOqXtgABAABJREFUZWNZV1IUNl2HIPbKRgd31Rmb4kDP5sCPcYQam7eeKXjL2u6aeqgoVMr4upIoA7QXIhHIZCayg09QqWw0TnjbfSk0rRRtlDWwViu+5jgznR7NVywrZS2cqhqbyoslqsUKzoNNosMXId5igsX6vf26T0/qWlRWMOg2poIUgiptg9420Qt1ve1vXRdnfey2zmQeBBFPMKODGK+A795e1dGoqs20rA5pRBAhxYzq9uONyD/iY8SSY+8rWnc73AsI1h6/AwHHceoSAjlaEtonjKF8Atx0+27MR2d79CKb+1crqno8/T3CzUcQgdaLfPLZ10j07+vumz99w8PrD8/p+Ge0v3UU5hVscmTQ9usNIsS6DFChSmOjsrlWq71X7ic8cjiTvTgAVz2G6NPAxhnsn92B0t5C2l8U3Q/g7x2CxUIdLOtECcBF3Ovd9X7u6OvjCKDcd1jsz3kHoLyo6393NlJy+Y7NO08YPt1yJ5pSixUi0pClEI5MSvtsxxAkUAvEuANAr6+ls5ia36qu1ReTe7KRT9mO2GP534+ydM3nvjZ6W51pt4GJm4cB/B2H+9y/TyWf3hCjdZaMqYDaUI3WMpuSax/i+8d1m3qM7IBwazYcqZ//AC+DEF1W4i+AHf1w8Eh9s+8lcUfbtZGygNi4S1pDxYSi67Yjaceg3pgbCmWjxBWNPiErWiuQCIYIa89/LBHoCVd3fDq4XEBrrODMIPvMtVamGo2lEdTFOtUEDFs1oIZI9FG1dB0e1RE821QHb7twZlOMNkEtCGxawdtX8M0oEvfrxTZ62da7BSi2MrrJRjQwpci6GW0txjw2Sy3Ktln71iyFHJTbLRsNXCt5tOx1ZNlu3LYt1iIGQ6i5He6pqfwnHi5nUs5sxSsCxbSGENvEL8/PaIPL5UKaZ9r1xnJ94fn5ynK9siwbVWG9Xolz4vJ4IUqiKWwVGgUNNoEkSDCtpOSGgT5xoFK1mLg4jVYaJTSqdGdWUbHEy8YQtoFet6bcritf/eEfcLtuuwNSGyVeayOU3yJN3DiaQHCeMxJ9bfU2H3q+7VRmERdMD0gXUQ64zpaBih1cbNUcborBGCUpUmtjXTeSCi2aQdyDITPqpRZinrzNzIIkDWLMtc30rLqhN1FIGU5F6UmbP1MaSrE9EBSqT5jTAxVSTGg8xeSVZQvm27oxXy5stdG2xlYr63Ic//vzPKKLatbmQU+Q0XZ0X0HaE1zDAW1i3T7SVczYykYpNyLZdIcyxGITsQgHx+sgenHx4uG61fRHYgyDvm/PYE/IOAaeoVGMn4Y0szcGzvu5R9NyCsGq6rUpp8vFJoUhSBJn9+lnAAFz3n19JO3BhIzqU44mut+6CCHKlHvl1e7h737zNdfrjXVdWZYFRfmn//o/xeXxwav1QqtQtsZJrDJbW3Wmzw7D92tqpQ0LuScu92iDVW6DM1N1iJY6D9DAL3s3sx+1DZBXHKCPjpFINP22Ze2T15wNJCAhH5IAvS+C+H3tbK1eFXUs3teNehuOVwgd4DcNDOXp+YXz6cSbx0dutxvPzy/8+k9/zS9/+Uum+YHU+vRFS8pv6839yTGlsyLMbVlJ2Vqav3n/ng8fPiIiPH7xQEiBP/3//Slpnsg58/79Bz4+PbOtG6015vOZL3/x5UgUujHY9Rfcd3qMrArkTFtNePf74qfjhF2TE1H4DHDkywma7wn2CvLAOMfStSmC2trdW4VmDbX/iX//f5C/+Ye/4l/9X/5rnz+pn9GxLAvrbQGREQTfHT3IbjtjAUmjrT+GwDzZQl5dBLm1iha8VdvsT9mswKMTnth23aF9KpAIxgJrzuKNHcnbB5/Q2tBpK6WybYV1sVajbm+sBSej0fei+7Xq5x+jT49Rt2keR7VSvWuneeDrSQ4NmnCaMiEmYwO3Z9Nq2FaKNou7wkQIJ+b5xPPTM6uzmbZ1NdbVlE0U1xnK82zUfGv/DGhpRAxQWrfK7eXGtm7cbjfmeeZyPvseD9ACy3Ljt7/9hiCQTxPn8wPny4XHxzdW/DqdIQY+frySc+bh8YEvv/ySy5sHPj5duV2vrE1tKtx5JucTaxOiizKnPCESKSWTb4nbtVBXm6MWJJNz4nw5M82ZPAWu12fW333Ly3pl0ZVKYaXyGorQASLZc0xEMhGDeHSkX90jLezAUeDYtLYfgeCT1JQJ4RRmTmlCtbIVpelK9ca6UBuFjUKh0YjVhnJMzdpQcrIJltqU6/VKvt4grcSQUZcoUK0jQ7lzbQ5URGwvJWd41arme4MlRibubldZW9klILBkr8rODjfWQmNZN0SKg0bJ2ZV2bzo7IU55FCyOhW5LzhknWpfVWPCraYaGaJOg0/FFP+Fxp+to37H8Svd2J8XztQPg0EE0+9qby9WYrTFGU5MQbFR8T88E11G0Ah0Rn/5bXFe1ePylY5L3+IxX57lP51KXJpG717/+t73H4Xc/g410/Rj47I/3z3NARivWhtlbjMSGp8QcrXj58gR98l/XWW3d5qlrHlpOaTZZ0GCsmqGj2Vk74fX1vAZvrC32cz/r98JiubB/HgcwT/fipMVqeyfOPTD0uTXb1wx+rTaRvf9eiN2amO3pchpWOCmgAQkV9DNA4Ss27MiNtKE+paN3eDiUvL+WI3i0r91xXmP9HvQIJXiLIAcKdj+Xz1x6P7e2W0p99fn2PYtZggRjuoeV6oXRSPCYCVSFmC8j0Orn2IL/z782PT2XzHi15jvbcoDpHXDrMZb75JgS82n+/qDuBxw/GDyKrmLekdQe8A3NhwNyOOLuQ2AYcYZQhNIguI6PAUqONCqggRwdqTtUzoNg/c0ps1W1di6smqPaKLfGdMpsGmgOEkQHS+LRUPcbXK3i57OOLFB27RxLwiIxYq+r4S7QFUBCYCurVXjVeiLn+eKsD6s41LqPUNR8Ynv6YPq10dsE1Fpbmk8V2MoGalR1+xNQXUlJoG2oNoJkJJyR4ki9vRMN75l151i1sS3bMLQlBBfFjmyrBRVxSkBgWQun80yMidvtOto4LIPoAary/v17Yohsy8Lz0zMvz1dyTtQGf/fv/QPevHvk8d0jVSLTZIDgWiqhWsW1FZvc1JPCbVsoW/HqZKGUlZQt4SqlIqKkaGBd2YR128eJd0ZV36DLstDUKrnaXES6Lbx7F2H7rV2vtyOqBhNcBHLONA3mxDzhrNWC9hCaj7FvtHWhVGufnOYTZb1CtFHBMUavGHQLY40+zWmLKSZDksWei0iwypiPPYbejuC/3wz0Ge03ndV2SGqP7R4hBmOgNB8xXhVOySNBwUZB2/6xRLgaGObVtyBiVeQYebpZi1p1YLjp+kNNxE9+xBCHoPhepeg+Z59MsDsUobZm7RHR9DIWCiRBvcUw9EQiNKR12+bZtfif5sCG+bYh4PeJkz9E410QUcGYRdL6dqO6s6m604MVHey2qo0WHMdyCmjrmLG/q59hzxYJ2nYb/So6EnUbhvq+6Kwoa72trfL+/Xcsy2pg05Q5n0+W2EpCq1C8bcAS4eoTltrYox22C84gsOfS13CfzuQtMP75vcok4z/fP7iP9/aDKBa0C4zWGhni89hgh9agNaIDTn1tdN/QNXiW28JJxJyui5LfuY/++lpNf6r32wexFiBv6a1u46aUkCnz9TffgdgEpYeHwHffvef2dGMmOyOq69b1zzlkSx2kCnaOp9PM3/+3/z4fn56Zp8y7t295++4Nt2Uz3SuF5eXK9XZlXRfKZpOfLpcTTTe0udh3MP07+v0QBo2/9cuWrl3kCQG7BgZAPWagfWuwn3evxem4cw4E4vHZAeAFH62t9ssjYOx/6OvbPib+vojuZ3QYOH0fG+3Jl9kK9QR3/I5EpGH2uynF9Y7meTLdqmKtSDFaYH693ljjNtivQyB+wKt+9PUlEGKydqJtI2dj26h40KlKSpHb9UYQY1xHb8WQLrjdbMpfDmJAgCoxCbJB8STCzKOim01UVBfMpuqeBIpPfhPhfE6kmNjUAPS2bTZJSO18k2ROUya/TcaCvD4zX07MLhI/nyceRZgSfJAbU8oGYq8r23oFbw1IMSOTcHk4j2Ehl4cLDw7wTvPEg14Q4Pnlyi/ePXKaHwgxk1JmOk1ICMzTTPUpN9M0cTrNTHM2FgaNmALnlEwo/zSjBLb3L9TSyDmSXeA7kQgzTDGhbaKUhfOcgUzJmVo3QoC2bkwRahFEsukb6cqNw9pBnMsaKA4VZTLZOWi9Sa2ndLIvC//9PTEwDaVIcp7RFDLa1r1Q4jYjCAQVh+W6D7I/CcieKZzmM28eLlxyZhKgVcptscLjaUHqTGzNdEFFXeDa18odsaLrgUVPuAshNIwQZ/uiT8HtMfuRMbO3AHnS6+BmioZ87EK85n9bbUObUyYbCBEk0Ly9SEMb+zE4o0LVdMVKK8P+jffU4x3/aY7WGrp2C6FeB93PS3tfSWdRSNw7pj539Hj8tU/43tcaiFCLtaMO7+9xVRgglr76vZ6cd2F99yGK6wUdEurXv+evGT/rr33V3TJa/jtg1GPJ8YrDfeqFSW00T9yjMiZ/11optVJapfR8TF1V1GN0k43YdYTNBep+P7rDHH7E81EX2d9ZWjsI9slN0FcxaI//sSK5erxVShm5ySetXLKz0ujn3+8/90DF3SkEB8PCvt4GMcN43vvddf8vXtiN4oNLkLs9XPUetBmtWW1n5473Guf7GoTr7DtjaR6gjAGm/9BDqaZZpDueQDbQp1VB60LXsu15l/Rn3QE+vNWQ/XxlfFOIAkG6VqZJi+RYPNVz5rB3mLSqd+C7dt1CVVIINhH8R1zf6+MHg0cdlbQTbJaoi6NBIlYd7imLKlosUBhJ/qFPf5ywOPLqX7ZqFeNCICVbPKgl0rW2vsdQrTYeHrz1wgJrEUGiVUbMiHXQ55BIHYxPzPkAfNmDUlHTzhAx1kHIHV5CmxmBaqMaWDd7QA1BQqJPhVANQxy1eDW61Aq1gPrUIHFQpu4LLqYzpXQR5eD3yvv/nULdAQRlb/EopSCtJwBtbDARYaub9dCmREyZlH2kHzIAixSTt33VO+Bo6OUobKtpFQUxVtBWlQ/PV2II1FJYysb63UeutfGuwfkM0zSjCsu6sW2NkquJdadklb6T6X4YeLSBWoWz1gIIOQea+BJ1oxUP08h6K0nRRj49sBVhq8YmCY7kq1a21epqZii8PUOw99LoWkOB0jarjHqiVNaCEK2FMdjn1VKpqevmmMGki58xsM67Z9B7srs9DcEq0Cn1ykQaSv94oNSFTnPOaKvDyIXgE9bcKMbQtW16a5t5CB2ia/eO7uglizQkRZgSSGClUJpzYOSw7n7mh03Is+dgI3vvf74DPvsRQqREc84hCFUaQdSFVt0e9PfpIF2QERyYIbHX7SL23Tk58l931sRrCm13TL3Cg7tQ6YCEB7RB9/pxE0vWqwwC1CeHjr91rMqRHIwq00GTQoTAhOrNzz+4bWost4Xr9cr1emVdN86nC+fTmTxlTqcT0zwhKqPlqgeMZSt7S40XANTvV/OWTGuFg64QYfHifS+7/bPS6h68ibPwNPheFhM71GJ3qTt+af7vYIwGA03ZhecV108TilYPYmzv1daMhdqDCgeyenhTVQ2s9a+tEhQNcAk9KAxUAltVtCinywPrYnatix0ut5UlL5b8iLjMjTn2MbDAn2YMJuIdU+R2vbIsiwUBnpTmaaIp3G5XYmS0yOWcefPmzOXhwjTPtl5THMCLqg7fbNukAz06/GKQg76BLxubKOML8Rjbq1p2oWGcO2OtWwt07CzIoXVoMcNy28b3B0PZgaM9wTl82Pe1IvzMDpHgIA9wWOMdGBYANcAeej7j2lHNi46+Z9ZS2Fx/qCeiozUMv1d6tPivwkP/MoRAnpKDncbQbcl+v1VrcxJxBmWLaPIEvO2BuIqJaiMMSPHIWNHWLHn2z1A1vbi2WfwUQyR3xrmafuPL0zM5ZkSd6RFgvRWSRGIGdW3IEAJv3751ja9KioHTnLmcz9Aat+uNX7x9x+12pSwVqrU+JNf/mudMqYGcJy7nM+fTiSbw/PRMzpnTfCZFmwB2W7axzxpe/ImRhnKaFVLkdjPWxcPDgwGyqpR1scmGIdBKZbsubLXy/HwFDQgncp6csWJsnJxskvDz80dOp9kKi97GhQOIKSdOnCBA0UK7wYeD5l6PsY1XH8bMtGNa2SMXOXzdv5fAG9N6A5z9F8VYPlsTNlbWJoQN3I0SHYrPmAyEaB6AQPJPiBKIBF9zK2ggbBvbsjLXjaBKEm+9OBR/VFtHm+lajwNQdt0sK0ra9VhcrV45gD42/b4Fqd8AK6gEhNP5RM8gxf0SPYHzwkOrPck0uz2msPVWt+hXnbJtSeJojxkf+jMAjzpoJtJt0Y9Lln/f+76+vr18tOdgfdx6aTaMCMGG2LitG6xI3W3l8AV6H3PocahFVZuU7FqT/fM+AaHAyAF4waSLcL8+d0PKx92xr16/zr8++KROHqi1srXqMdExFziCQ/tEOW8SHPGA9Ly5g2pdZw6ciBB9WvfnGG2HmLN3NvQ90ar/+xhzyYiRjt97vVz3wl/fT8ef3X+uiOzyKQ0H2bzVufbSkouVjT9WFE8hOlhiz3H4ud9zfA6YPZav9ny/A0U72PUaFLuL2fs1WiXe2drVAbPOiOqvlwMA5R/UK8buW2V/2Stk5FWu0u1g2G14XwspWUEpOpO3ea4YRNi2wrIsTNPkuYuyriutWTHxNM/8l/+r/yL/5v/h/85vfv31772nnzt+eNuaJ85NOgrtI6+jOfRBIYyHnkXf7BaQuEEWGXIcAFHDQN+sv8+SJK1Kn+aizaluYlo14ovT0P1OORNwEMSqZ83fEyhlJHfQA1yjX4axgg6PTRWbc2SMAAkBDdH67WUziKgZO6b4uHrBejhFhFo3tlJY1tVayzCGUXbdiP75TaBJ9Gqr0WRtao8Zv9Yakm3jTHMEN6q1dYPfpxUZSGf5gNMk1So32vbqDZiYdy22iIOEMfmnb8xWLOBDrUJsbAd4er66c7ZnUVWQlLneFktUFNZ1Y/n4zNrg8bFxPlnystw2b4+qzK2RW2O53ViWwOV8ssC6tcFyaK0gIVA2fx65tyeavhEuGobYmmnA6XKhNaPZSw7kECFltBVry1IgmPq8NUp3o+caWf5seoAWQxxpj4SIKRV3Fo+Bnp0hFpw62wEfRzPdOO3BirgDCK6QrNo8iM9WMe7OXN3YibPkem+/Kp0hOUAAkQF26l1JqLsndeOoPmXKgLMQbL2EyDAspdRRuREECYG3b9/wn/rn/2P8X/5v/48fair+0o+dNrrvYxN0PbCPwnDVgM+Z8cCw+a8daab2dt/Tl+zPaYDfIrtf6OCdet+z59L99PpwhQHo9M/zIGj3HzLOpC+p49OV7gzdFo5f8/cYgdTrQzpIf1yXYvoAI1hXylZ4+vBkrSHrihB48HaNGK09JIRgmlzdngbZQRn1qWfuA/rVmB238xRvQ+v77Mis8xtjgUazc1N/cg2gCU2qVXqrOLNIDzfLs+5mDADU2n5jCAYOYf5siNL6/ustsbW3IsYDI9Dve78uAb9v9pOubWbrykoJpZlPm1Imxj3gjDGyXK1lZppnBz17VQ+URisGjFrxQ62NtgVu14XWlMvDhTdv31jCI0LZNm7Lxu22cl2uNG2cTmcuDw/Mp2mI4fcAEbx655eg/TpQC4Z6IBWCrReRrt9IVw7ra2os/bGu7yHrvribeoslwhhb27owfdcYkN2OagdXepawb6aH05l/4T/8z/Fv/r/+rU/X+c/o6ExIhfv1LRiI2/ed+3WV+1DyCJ61vi77lBnBugFEiDGZWHbcWxO+95BA9uKZTWQtNr7ePy8GAwLMh/nejIEme1vD8E2eTnm3vD2zxqFH3gLbnKJN2doswE0hejEpst42tpvpPOaUyDFZG2itaK1IymSJaLQEKOWJkyrrsnC9LqZVVyazA76Hkk0UoZUNmpJSJvVhEtNErJXJi1mqjaUUtAllK946Y61GKWfyNJHzxPlyMWBXLag/XRIqgfN5ZZpnA9TFf3Y60V5e2NaVGqyaX5oxzN48vuV2u1GfGo+Pj0zTiTzNCCZR8PbtG28tjwZ0bRMfPnxHEOHdu3cst4WtbVw3453fgXY7JH+X7nZdn8/tzJ0zvZfDXqXGAzBRlJWVgOnZZbN6CIFspQhnonkXgJ9fpVkhuGxsy0JRgQLhspDWFS0VURPxDr7/Wz/D3iIm+CILHsYpW6nszlMGEBlUrYjge8+0e2Rc7F1rsm/DfJqHETv60CNTqZRq9ygcQfXuu3pSuE9KTJKAA3ilzX3QT3t0gL7r4HQf/Rnuyo984/0f/b9xT0Ut7/Yi93GK48HkOzjR9gfD/hw6q6t/PX6Je/uqMHSpjqze44kOoMOT+v0x6/gs+u93R9k/9/CGo8jh00QVA2e2agzs2up+nX6OpRayJPMBo1G4l6jaiCe17kHkYIfJfaxkkiy73f9c7Cfjf/01OJjF3T39PDNODu+9v8FuS+wa7B6Gu9/bo4LO5sIL5H7PaGgXIXL/IsE7cJIJ1Q/G0wCteLVOD7H/4bnI4bxfYUe738Unuvd4Y+RdgqtOjnu3F3v6mvNPa4cW/HGPxqvdl8pA7Dv4059hYMcd74s/DDCIbpO1etHGupOmaSI01yqtwf72y6ulotn2ePPXGAnDNP3+2X/fP8Pf+b/+P/nzHD8YPKrVkktj//Qgp0FU1EGlwZxzQcVBB+sVxG5QOxYQTLQVxWny+8jWnnQMjRj2hLk7MaEDJv3B2IKzr9t4mNVR7XhwFscVJd5jexybB33i2trtyqCfo/iDMsBD2+bTHBIpBG7txlZsBOu2WTVVWzGBbcygiQRCTLRgBjKMntkdnFAxAWeCWE+r2ijcdS0uSNaorSvx72yTrnPQK1pBovdvJ/I0UUpDGjvwITbtzUSym4vX+j0UAxaerzebAOD09KrKdL7wsm7cNmdXYboc9eXGusHlUjifz9xum42eLdkFuyvL7ca1bog2zucJbZXb9cWTNQNQls3ovqchgh6sFRFvwfEkSyQSUxhGsJRiomIxu2aGbzxxxoO4UHuDvoB2/2OMoJST6TGkycRhxdrSRKwfv2vahOiUSulDJpTObOiH4Ii5J4iIo/5FCfNEzBFdV2vtazqYtCGYIDm4cWlmgMWfvRmkDqR1Q6TjMy04sHYdAwG9iik24jwfeql3Z72fs4jw5bt3/Ev/hf/czxo82o89be23f7CSBZtm41/XOmSqD0ma/9UDkz65rDuCw89tSp34ICtBmieHPRgZjnJfC0Ov6s7h7h+t6K6RNL7Hbn/cBgniCLuOgsaoSBzeXf2cx/c8WLQWYV9XDh7ZFMjmzJvKcl14em/AUQiB8zRxms82jWy0ALrOj/jn+1q0tjsZ59bPrgtOq4DWRvSpUBzW+6jKuQMd7X3aDFiXHnDsfmArXpWr6smjDZU2zMgDM2+T7qPKe0WQGN2u+Ch117honpCIZHqO3twnOcRMbzmSg+adePuN0idWKYgxUQc4hDEK12XhtiyEGMnTtAcYeBurdMaGTXnbBLat8Pz8Aijv3r3l8c0bS0pLMSHzbeN2vaIC82RJb8zJWghh6EnY/ZPjEhw+cQRK4qzd6C3k3T36sxlpqMje7taDbNgrdUP3sNsZqIiNKG4ctLZ8oboWIH3t6r4e9q2jvL1c+K/8J//TP3/wqLONPo3n90AS9qQA+96xzQ2/rz3wkygD9G/VRrznKTuoK5/9qFcfyxQmu6+btVo6IcyAKPf7te0Cp30BjESjh0rav9ZR6BsgDjLsX0rJwOXWRmySkjF/b+XG8nIzQfucaCk79d6myYZgLKHk8eOUEs8e52zLStNqbWApOcursd6ubMtKLS79rNGT/kDLiRgCOdt+XZbCVgvzfOZ2ex5Fs6YGKKScAfE2dwMlQoqkeaJtynyaOZ3OxCDUWokp8fDwQK2Fp+cXH3iiIJGcA2/eXvjw8TtuLzemKXM6n5gmaxV5fvrI5XLmu2/fmzj35YRq5ePH94jAu3dvuU1Xnl6eeV6fWXRF2FlfjUbFpsnuQBLgbPW+b49bv399gD/uvKn299VCcZnuSqNi7bugPkvIfOrQNMNtYfcXrbKuC3pN1q7dlHB7Ia+Lsb77QJRWGOD04VxoHr/onqyVbfPcIo613/VljF3e8wTZWZaHxE3s4mjVtECMQdL9lQ6QhX4fSiFiGly11T2bDmDaSR5vdobtQabC8pHq7L6f+FB7Jn1gkcUfelgYfx4QSe//pdzbPbW4Stthgi0exxxs3QAZfAXdZf4KO9TFuP8Cn+oj9Vf9WQbxey5jMGD92+IA0gCdxif7LnHRdsPODSQsbffjo9NGvPU9WnupFbt0sJzHaTRbiyH1Pam7RpHsa7Sv6ftr6IGnr/N+k/sJjJft9ttYfZ8HNvf493j9OmJB8ZyZHluMG3kflY579Rn/0RdCkL0FdIBEerw3d/Lg7NbLWgIPl82Rc7mzfu9P0zpg9t8LWL55BBel29Ee72BxZ60WW/Zn0TCSgTHk3W/Tffsh4zgsaWsdvI+TjvFA11dVgabFyTUQXW6EKh6T2qCDWm1ash72Bp63WD5o0iWf6C/+iOMHg0etVl+wlvAbAyPYeLhoVSrT/zEB6dYaIU8+jpWRTPS7FkbDZ/+Awx83MP1O9kpp0+Z9xuI95XubQgwRtgLTTEyRoNGRVa9duKHqFDJVtcRPxJM6T+z6QpbgoNd+jn3vHZ2TtTJZtSRi/YjbagGLja418emkBR4ipVmCPsfMNE+ErQDRgaPEKWZqU8q6WUIRvddT9haydS2+Hashi6glS+wC0tbCJy6KZQyj02km58wWK02MhdOasiwbVOW2rCzLNsTj1BMFu4eB7z4+W9Idwmg/I2U2EZOQEuFyuTCfL3z49iOlwbopt9tqtPIps80T5znT2obWjdvtBbRQ68bL80dO5xNpSlQt3JKg20L2iSg5ZlrtTAClFtdRkMDzx2+5/OHMNGWePj6zAG8fzntyK/saUFe+tzVoxlIRkEiIkCdjQ0nDxdStrUuwzRZDdJ2VnT7aD62NtTZibIRk7V8SYFtN6FZ6S4oIqe8rB43ENVoUcxql1DFGvY6qPODrQN0Cijsco+ia0ckENl9/tVlv+Jgo0AOEgw2LggdWPRCyPWbskh/ref+Sj9hD55062rJ4i3h3CPeOdZjx463wNQJ2Gzd1oUtP4kbn7dH56X1LIj1c1v5eMpKvMBz00Xk4wDMSxbtsng6ijyQ9RkShipBbuWM1jRBb9wQfTwA7pdqCkUPAC6gE6vsr27oZm7JVtrKhrXE6nbhczpzPF1IO1i7s7XvjcH0sl0pm08JjmIydqDoCI2v16olLX6sGnotPbuqte8dkplPEVazS3atJqo22QisrOU97VKP2KUULsWgXPaIHMilmFg/oukaWBB9y0Kt33Wftj9UvVcnpZPez+40hEMQB7fC10IBgrCADpywoOl9OXM4n/sG/8w+orfHmzRvv6/e12iqCaXFZe1DjettYlpWvv/4d03nicr6AmuDstm2srRFD5M3bN7z78u0ITI8TN4BdALXT1AANDQPID2uwx2xTRspmQbwXgz9nEXqldg+QdHy/V7y0KpsEQjoEdIe9CAyWrNL3sO+Fw321R/k6M/l5HsM+H+5H//tzVf5e4LgXbnc7FoQcorFhEaRWNimuC2FMWLlbg99zBCBFkmYaULc6bIZg67zUyrpsVujoOnzHZNr3W6UhVC86GRhllfY+7XWfVBiD6yeJAT0igm6meVI700gCeAGpT0sMEohTYs4TOUS0A1AelGlrlG0zsFuEuq5cPz5xfbnaJFPXFtIpE6KQJbBFLHYVsSlnVclTJsZHttrYaiEhXEJ0Zu5GKwYI5GyMpJBnqlQeHh4GE8Wm2CnquhLnaR6thoh62/6Vuq3ENNG0GKDSFJHE9fpCKZHaNkqNlG0zmQgHvFttnC8XbttC1cZKowInYMWscJfQ7nsr0u2rHdX/3QeErzAGSff9q27P8TVRWuFDWxAaMxMXZiJCo1DZHESauHKjlIzQqGxsbKjCCSti1q1Q9JlQG3NMrLeFumxQLSZsdfWugzSKB/vu6cxIS8yD2PAbkT6sxgqMxYffhJ5wilnz6Alh9Ljf/IhpzZQjPuGBWP/cUVzD2Jpt662ie6Jt2kyMYKL5BN0BXKnlCrUW9iHgP/2x31n/+lXy/aPeqxf/f49pNmyuAyAmowHmb/cY63AeDtiYIY13/kDCLjD9Fz0sxuITvGMAWbrvBmurNLbdIey2yLDCjUgSZ2z6ZO0OrPR81qYFhr3DBgUsH7yPA4+fDZ1512+majOtWM+LhpbcYccci8RwHw/38+qs/MPdOLxm/96dH0b3nx11HvT+M47vc+eajl8c9p+E6EQTmwrd29VCDM5aen1vRlQ53nPIIWBrC71f4xbTHwSzXV/w/tRs+qP93mFxjzcKjImnHuOqKqUpITTrxkrGkmyixBbcvzabJh6DYyPiudZoLRndDa8BHouFHT5VwyhataLNAAIP4Pi4qX7u6n6ZoN7S9ucDkH4weHQ62XjTbSsOTphWjp0QVgnD9CB6T3ASoUvFSZDh7C1QlJGs9elfNBkBNO3wgMRah6JvmHQ5UxanucZO6fLApy1UzTRXbzc9ih40x902aNurD5LvLKWotWW10AhjNGGvaKi3NZgj78KwpZnA87ptrC/fMkeYHxO1BG63lXWtrLdGiI3T5URKybVr/NzElmaMkRx90kNKpgPhC0IcqMIBsNqs4ta0DhBtJAXO1JlPMynZBJM8zXz3zTdejQ8WDxallMYSI+c5MU2Z282Ethumw3BbC4u3DX58ubJt1aeAXLgVZcNQz7cPb5Ap83FZuJXGWlauS6HUjQDcQmSZEvXhzOmUeTifQOH5+Zm6bWgRXtaFGm/IFJkfL6xT5NtSOH/73kbZnya+/OpLR4U31m0jxYnT5czz0wutKGVdvQKY2cpmImM5UcoCtYMBFqBr9xjePmmjc2dnbpkRs4lcO2uktWp2shWKWmtjcJp/Fyy3QMKFzcSEzFvvjxKGASmlDKNvS93+3WdR+cvN0I1eZW8d9SyutBWljf3SauP2tDI/XDwAt9bJGOMA0fD3G2Pt3WZO08w+4tzuUzta6p/h0aIFhz1oOzR8HF60O00JDErS56pSR4r6eAraqzz2jILDHEOLSvantTtTB2F7IJm7HWqjFejeqe/g4Xgs49y8egsOloFsR+0jHaXnoH65Dvxa77369KpKaiClebtfRVLi48cntm2zRKUZk+HN45kpz6QcSdmC9FrMnocQCCmQfcCAiT5Xqjai65QlbMJO83sHXmHRvd3Sb5MxDddiSeIAcCxI0Grsihh9MmEwUCUgVLVkaqk3a8MRs217w4MCdSSxEAhtB9R6yDTGl6+FFoQ8pcHKVCuEo2r7A14tGS9yEMTEx30dBgLFqDXkHLnelsGMVVXyZPbW/OqKehHG9I8sObZiQuNp+ciH99/x/HJlPk388g++4rpY29taCsX92Re//JIUo4n2hr4+w6vg1xmGGrorcdKtun6H//gQPEdfr4aTORuhY2aHyqwiqGu5iYprSpiumJGXbBFHFaS3rkugBmNHNXUauOyJmfb1o2rFKGkjcNefuW0CdtTZ11vfC9rbbw4B9GAQjmdn3wV/Jk2RaFOkWquUstlUzlaJrbBum+nm/FmZnz/gnNKYkNYLYigmYrstbOtKZ8uJr6ExNrqzBjyR79oe2ivtrbpYbENr5XZbyBKYHk7GeibQqlI2G8pwPp8QVaaUbHBJA2nKk2fkrUIJ9l6Lx1QxZi6PF0IU5ikRmlLqyu3lxfZUK0RRY0372jbwrZl4nDa0CSlNSDIm9+l0grKhqwl55xx5fvrA7Wp6EWnOxDwRsrXukuCSLsaUcqZ92TZjFKaIXCbCqtxuC7VV5jlxe34Gbcw5obVwfX5iCYmcZq4vT3z9vPDui7cElNvLM8/Pz6zLyuU8mUYj5udbraPVTIAveeTGjRvFy4nKTKSwUmhsDjQFYAbOvhRW9trtSiN4q1liIpMGoLRH4T6kBRlcJucY+VfGcqo0Cr2hpRLWm81f2yKhKuSZqAWoTNm0H0uxmDdOM1IDpRRiyExTHklyq81aLYsVUPsgli4cHLXZEAKxuEu8dX8rhbopLQWmOFvVXiz5qpvtw5RcPF5tYMSybgNAELFpaZXGum2mX0oHfHscZ5+1lpWcJvLctS3b/oef3m6N/Ed3+30sbpmf/h4E6Pcceohd+2GjxD+VAegsR+n9AQ709Vg3iGATtI/8kVdgyo88BpCvvQhl71VottKD2GANwSY0g8uw7HqXfS3sDZ+KMZztX7VVouqwizaJFULeJwTaBD4ZoMVekCzYaHcZ53v3t3vonjfHmD4BPuz1nwMFBOuq2e9FX6/fGwf/Gd87/mxn9B3y6R6TeYwCnv8HZ/Aoo7CN2v1IfeCDS0B0Py9+v/ZCU58dCSPOW8voEjJwLgxG17Fw0/+uxRjo1mGyEzCgMklgi8EKl13uRCzOIVaopre3lT3GbNViXtW2TzntGp3+zDq8ZZPn7eyHwmXXvPU1qigaDvuyrz/7Yoj511Z8/ezPqA/ZiYIB2Z1M00xbc0g9/DmOH6F5ZP3gKU408WQkpoG2SkhGVa3mLmJMkCJhE0TiLggMHAHO5uweQ2HthwZKHQJdFDwJijFQroslRz2ZxgLM4NU3mlqffE9COmB1J9EQXJDMkd/+Q8WS8q7p4HYwhMA0zYbw1UqdbMQkuhB0o5WVgHB7eR6Bd3cYfeGHGI1tFDNbsSlrb96+JeaZ55cXRJJX+swg9OpEBaIH3ioCMSAhIdsVCTrcuSUCagGMwnK7OmgXEVGePjxxu25uPAPaVeHdKBYHkrZSKdXG6JaqLKudx22tVBI3Kh9vN+Z1Y7o8oiFyrZVQNtq2cltWMjPgFWciGxtLW/l4U75bnrk9nDl/o3z15oHHlJgI5CDkFJjmQJgThEitVq0urVG3jXTKjHYsTARzOk1EAh/ev2eeLzYm29diWTemk1c4q7LWjSD4tLP+zE0vQponus6uiGkam9FYANYK11HxQVGgjYSgO6PRr93Xpr/eql8ydn5r1RxnJ77ZB/p7yWiJ6xUWkYZIo6wbVS0wC6OK5u/rrU0jyPf3MqcVDgkaBxBdbJJMnizB93tRmgFcP+ejNSUEr9hI8B7yXlt9FXSgDp7acax09cOcDJ6gvv7ZDhKN1hIMWDZR/Hr3M0QIKbgg/Z54iQvtBQf0jro6n1wf98m8vbdX5r3KoP2Fr44YAhlhXRe2dSMlt8U5ohXWpXB7ec9vf/01Va39NufMOc4mVuiaPmXbuL3cQITz+TRaYZ+fPppTlG5VTeheV2+VxPdq60RzvHJvgH3fy7WY5koDdIwzt9/oDrhtlsg2dSrvgVETXAhX+yDq6niitlGlMufeCAmC2zfYE+JOIJpUyGJTn/qzbckmHG3rRvJpO2pRIq232xn90t5TsDSt9X9bi1/1PWxBQeLxzSNf//Zrm/Z0PpFjpLXGtl79czJNKy8vzyzrwq/++A/56quvEBH+4Z/8CVspxpZKxuTIKVmCRcLjJgt0eq7f1/fBBqkehNTxsbHS743vE9eCej1qZ+m6h/47Hevo902igec008jRaAK7oaegvRJWN0ZIJWV/LjuCNYIuGwHdrE2u/Hwq+H/WMWy79utWEJvQI3cjvz0R8HhoVwXz0e7BEq5a7XV9uMiU8udg88+fi9qgjZxMJylKcEFXa6kppRkbpgO9BAPI/bxHC4YI1OLaXI1YlM0D51r7H2PQZnqyaj4rp0iSSMvOeVFjb0/RmL0VF84twrWurGshe8Gjlo26LS4U61PLHEzUUtBt4zzNzCnbfXe7djqdSJMJX5faWDfTInm4nNm08fHjRwNRmhCC3ZtpTqxl5bauNmbbHqYF7aUSUuA0z9S2r1Gb3thGkVVjo0UTcQ5R2LaFPCce3z6w3Faenj6gTXjz9gtarTx9fM8f/MGXpBj48PzEN998Q86ZX/3Rr1huC7/97W+5vbyQifwqf0HKE+9fnjnPD6QtIe2FGya5EICN4lwk4zVMwAOBE9nhpDIApC5dewImEok4fGhP/xuNjc1fq3R5/EZjIhMxIfPgf2BPs6vfd22NNmXi7ZG1Lq6/ZsxMiYGYZPBz1BPx5kCjxS2BnCaS62alZDoe1la4q0Bpl63oCWo/12qaNKqmTVc309tqbW9PiTExT8KUM70LoaqtnVgrIXqCe1ecsqCiqbKVlbW0IXLcWqNsFeXnEVONNqWe0B7ixX+UR4pp7A3RRmpW0JRoa6odYrLjRzdD8CyuO7QwRaAorGslpWCx/KvE+f46P6fj8+kxCn8eIFsMbuumeQvZ8egDZTobRqRHa37+HSzULj7vxTIRNHpOICBJEEl7gdgBnX4+92BPv6j96xSTied3kOVwvXcFSmVoo/Y2+u87XrOV/qzjc2vmuB+6LtCnr7H2Ye2pT9cRFSswWaz3qknNWwZUex67M29yymzVWpWr33uijQDYWf82oKR30oTOxu73zi7cbXiEztvUg65ts2Js1Z2Z1kFGES9wOji9twbKATBycKGf/8FnjBxShGP3U/WYKIgViWspiASmnNCWKLWwHYYn7MSZPa/sz9QGv3yqgfdDjx8MHgGmuyNiLVlOp2rNAB2kt+gokUgMqWcKo8LWEVNb317NDKDeMxjjbO8xTRYAOHW/Azyhb8xggcyuLWEkyGjqvwYOinqC9emCPtLZAOvP7wBSNGZCqPYAS7wQuSG62PnUlRQbUReoV2AfSQueqorRqFtrRnVudfQm5nlm3VZKbeTpxOnywOPbd0ynMx8/PFN1s0od1RZeEHKYPEgSQo6kUNnWAnImpWWnzWEI7e26UKvp/uSirGsBCttmoF9MRu/V7iQ9kVC1QnEvKnYnf72aKOW3Tx9RFUprbCilFa4vH5inE1knrl6lVIFVFzInKrAKo1WMICwR2vMLFWUOQpgmSAlCoDUliTJNpjFQl426LKRR3RauLzcbpw7M08TpdEKx6R3n8wMhJ2iGxoaUeXq5cZ4N9BEt1LpQrhYkf3GyFjXFNlMDb2PxSX0d9PEKfgdqEBng5VhXh15hVZz+YQLUsSft4SiYbcajud5jZEElI96ykCfYQvMEyXta9bDmHdTCgaNO321qVf7qQupgBrozqEJzw9EdiTvK4Doaoi4o7bpKIQb+u/+df4V/7V//X3G93X6MyfhLOwYlGK84fGbf2wu5S4C165wBnR7dW9k68GTMSe7Gw/ckqNZKUasq5ZxsvRx02nrLG37fiffOWNHvqRB1WHKvSPXzNACZjq34mdpRgwHxWgWbwOdV4RiJ0dbMuhbTbFsrt+uVl5ePxBBpZSGoA6+t8d233yGCMReztRegynq7kfLENE18+O47Qo7kbHpqU87UtaLb8Sp2hlTFktHWrAX5+JTUp9OpQuzTM+0mElOkrfZ+tq3qAD/AJjMpPt3Nqylabc4QDgbaCHIhOwt2CsIk4mL5tnqaX/t2s7GqIVqlWwNIVFCrYmkHHYVO89ovRPY1ZmCl2RekBximLVFK5XK58Kf116zrynlKxGSso66V9/D2Ql0qKfQAofL09JGnj6bLkrM9mzRl+3ewJKeiNjrbCxjGrHSnF/dT1X6Ond3R1xeHS1JYVa2Vyv3j3hZ5EDx14DqMDXQIWPyjU78/2gNus8P7e5QRu/cl3zYHk6xs5/5+1wf7H/zX/pv8j/53/wYvy8LP8uj2YFSX7X4b6M2ww6O6WgWRYo1GRx8jMB0SYBHTPJjmhDARU7QkzX3Z7zsUT4bSIVkbyQqjItuD557wdBBQHMA1xoV4Fdkp/oLbtEM1FgNobtcby22hZWuxnC8TMZ5oVbldF4Iam6Y0a0m/3W5s28ZWTAS0BJtUOqXMupq2pNZqiGQrNiGRRszRxsOrUt1XqmtU2pRdDjbVh5W0Stvgw/tnsscVprsReXx4Q2vCul5HfFCbCeHmkIk5o2uxdjsRoirXtdLq5jUma9mzpKCSc2BOEw8PJ8pq17ptlfPlgZQjX3zxjhDEhq6UyjRPvH33zjUkF7atkGLi7eMbA45jIqTM7Xrjqi/c2LwtzWzPdnj2AZgQZrILY+9NVHL4O1gkTxqS2B6vuGfaKKQxY20v0XQoaecfudsFj5vsfvQYaFluBqhoIwSXk4hCCAox+e96Ul37FE8l55mUohdb4+hsiILJAsS9qNF3g8SIlWV7K+W+HyQEbrcbo1XS22ZiEG8tslwmiBU61YFxVWvx7Po9fV2Z/4rGxfLksLreSNNXKMRPcDTXSD2yr380ZCRCTMdCgIPi/YH34tpdK1V0H7BarcWnHTcHsWjV9fZegx9mJz/hL3Ug3j7gL3R0v7JfnoNVwYSstWvpuh0crwncxZwdLKjN6OF9smTXjFWxwndMcRQO+w46hKTHEO8T4KXnJAOM+szPP72+Q57SwicaUd/3uwNUw/Zif5qvP+L4e0fGlKqBVcHBnh5ba7MJtFupTDFbd0SP4TtFcn9HenF+sLUc6OngXHE7bzVVK4cFsZj29wGiFpfVAynAv3+I5elxojPXu65fJ4kYcxpido3hEFHXw9RqfijQwdpAZzl1W9HPo+eM4pPsQwiWm/q+OHY89OMoOj+6ITqh4HD/ELtvpRqA234gqPq544drHqkZ6KH1ow3KSoiJWpV4Jz4qI9BIo49vuA+6MK/6c1J3IhEx7Ym+cXqwG4JTruwhhKDeS+wIYbWKmZVa40FbxE++Bw+98oUam55ACI6G0wNeGcF/q4aOB1sx1LKNpL1x7yiGc/KgySQCHPUUmOaJlKzaXqpStobqyvvv3rNsJtT4+PYNIWVeXm6sa7ENNc0DpFMVF2Iz3aOYOm1/X3zVq2GlVKZg+klSLGmqpRF8FKx4L2dzvRLT1LEN0G1LEHHAwTQBFp8ycsgpqK2xbKszVbpDtB3f8c/mU756RmDOxVgzt9vC3JRptsrQ09MTaU5ctBHnzLJu1NsCYq0fVhHdoOKTUCz8KduNaU7crs/kPENTbrcb8zzZlEBvGTIDBiaMbYLaGt2YiXhlIBCD0flxAw1mAKta+w8OAo22y07dPuzVPj7UdFWSBxP7Ru0G34SHN4JPkgHv6w59rzTfKDuTbjgXb0/sTsDORdjKZqOGxcx0b9XbDWpvw1JGBaMZO2Kcq8gQV/7Vr/7wLySu9pd1GDakwwHIpz+9CzAGlXaAATuq3MEke511OYg7I68T+Kt6lci/4x5fhr1xsDqCaNyrEJ+c3+G8DlHDJ8bdk7Oagk1O7NtujHXdX9erJDEGqlj73MvTM9u2mXj9slFb5csvvqBsJgbbAwxpFmCuVZFSaKXQp26GeCOlyHZbaVflFoWUM+fTiXdvHm0y01aHSe1HOOAKnag72JkK2mov6jDGNVclTYnNr8daQsXSEtHRnmV93/u9rVVH+5eA2UCFl+XKOSQDSZxNo7AHur4na2eR9ZsZD1tvX2KmAdgvsIXDZL9+ocZ+6lMZFbe760pE+OoPf0lZCx9fnlmWwBdv3nCZJ0KMfPjwnqfnZ5bbjT6u9uXlmVJWLm/fWrtGjEiKhBTHeQhWIRfXqYm+Dj9ZcGq+z557j9YCqFP3UY5Ckho6sLzTrDsyuKdp0pfj/iH7pvJ7jLc3Vfp0ULNc+5oVcODF14YH7tV/x4DNxN/4mdumotXuWTgE4WL7JcW9RaNP69RqaTfJZ155kUwbFGcsqtbRjgoMfbrdLv3+w55rpbXkk156QcLPYSQ/tn57YaI/G5tmCZY1ecGlqY0Tlg4iud2Twy4KgRg9QujFNU0EAvM0EdWZT1thXVdKNeGDEE1DJMZASol5mmhlZY3RwCFMY8n2cvU2LgeYmw7QARFCygcdQRls3C50fX153pM8zOfP84l3EtjKyVvxKttWMC1BYykWsSpwTBFp1vq11nUUGjr4olqZL5kUMjHZsA+LJRzcStFswlZYFvv9d+/ecnm8sCwL67qSUuJ8PkOwhKVo4zRP1t6mDYfNbW+/Wg8RaykOCJXC4q1lHdz15lmSA0dZEqi1pxl/ye6xDUYIJASfiYSAT2Iz5mWhjvduvoBUTbskTJk8J9vX7O2oKntEbc8nEkLGzHVfn1ZYDmFfa0foa7cHth5VGsXXrElgdC1P+7UkESI8Pz25D7dib8oGykfPYwZTwYvBIgZ8S2ujjUg9Ho8pWu7T3N635tpahb3V5qc7uvDy0WfAfbzRZI9hFLHiRmlDniFooPogim6nXh/a7frIl/ZnZSGXgS+hBWd/7Kztvl4sttEBIsL4cf+Q8Vn/qI57rMFjZhe3NnvsXr43fvSEPVlMvm3P41KtRc3kIPr3JEBI1i3Tbe4942i/nk+AoQ6wyK7J+Wcd3ffs76SdnH+IiW3vW6yh7KH08UaLx9hdRa3d/WxEPv4rpW4ey/lNbf1NxXL7cb9762c/jx2uGnH48f0PC0DZ85nm7J1+f6Tfr7vgR0ecro4XqFHVx5rsS3UHj2ToBY3f8T1fymZFQR9CZYMrbLpmcfatuXQb/EAU1/lrNGnOUrKBTK214+44PPtX8ZuYz7CW/uP3GTJBncF//HEHyiyO//PHTT8YPLI2qz3QtxaMQg4JlZ4U7JV/APwmDF3LsCeyPVjvfw3QNgg29sOzjODIrPjPGnShMelK9UGRWjAOqTitWxmTd46b0T+sOU0tBNMPGIteOwXNeva7w6dZr31rzendva8RuoKo9tXmgVQIYSCpMfhIdl8o3snB88uV5+vCuy+/5PHxLTFlJFoPeFW8rSUwTXFUA43NZCCGCWdaP3GnTvbkS6QbJT8vcWYJzoDx9rxWGBNJ+mSB/qepUmvjtizeCPSpca71NQVXgXhwj0qvNPkNw8+IzYOwNURojY/XK2EN3EphOk3WP1oqNTROpRDnm1XcXZMkeGvieruhKmzL6hy33he/eZLilSw1pkfIkZijAV4VX2M7XRKx1oo+zr3TpqmNQiFK2umYPgEKR8T7WObhXJCDAZZhNy3QsLklqgVISGg7QNS4o6EaBbRPa+gIdBjIvvkGT+xao26VmHcgaJjR4FmMg32GhR1YCr3Xht05fS/K8XM7HAyD7zvlV+tXd2eqavhz62/RE90BA3jLgpuKvbISGdMdwZ/L/QkMEAm9q6r14EjdPo7X+j0/6hL0AEyaJ39eEd2TbSX26zk4xk6lrbWwLiu32+0wbjhwTiceHh+gGu113Tav0AdK3QagFGbT++mjZ8u6obUyTZOtx4a1bvldbi5oegS0RqAwbHJ3wt0h74lrR9D685AOKPQgyK/bpHXqbre6Db9jVvbkt1G2lcu0U9EbYPxos90e/tt9kzYC4yCxn4gF/86+MADqsIi6Dxxtj/a9fhoWtDg7NQgPjw88fXzi+XllVeXhdCIK1G3jt7/5Dc/Pz8Qp8/DmcQC6p9PM6TwTolFH1G2Dwjjf1kw61+57PQiAuz/dI1R3z53ZeAjvq/l2RY1x1Lz6yp4Md/vw2bC9G6bDPrMb4Alj988OGnawZJ+yp64LJx53NtZlsZYqGikl8pQ/BVh/RkfRNkbc95G7XQMhHOx5cuZtF4XvYv1++wzcd5t8jGnAnsW4B4cQ7AgE2cfsRRIDSAviVLR+bmOkb60mKKq48D3GnnTfYGGprangiY+1ZLoP6UGsmH7I7baQU2JKkwuYKi/PVxRIRC4PZ1KrrMtCKWVcY0yRLIEcoz3vbEybtq2UbabEgLCZ3lgzkJsDq0rGtVakBLT2VgQDH4nRBOe3jWmaiOttL8aoV3UjXC5nVM7OiFpQvdqo+pR31oufo7ZG8kIqYmzC5kwlSXA5X9AK6poZ05QpPm0sxsxpnnl/XUCtaDbPE2VduW432lacaeQAzVaom8VvIkIiUjHAcrcAdnTgKBJoNFYqi78mAxkhYTFxIpElk2MGFTbd3KZ6tX9YXG9r9HW4Ulx1ro3m8ZGiBFsLIUXynJlPE+RE6KKyGLimTUgaCGrFAWMW7bpcR82SYe87cMOx6m7rvfRigNvJ486BnbldXNh/17trwydZYbaYlpUI8ip7Gq2oWCCRcmJbixVpanX9m+LTEX+I5fjHewT1+zHuWz88k5OIqgy2Q/cLcACe+jWHfa+8TtP/LDyn2z+6ZJTvmR0m2F95BEnuCmU9SvuLuoGRp+85YY+nW8+NRk7lz7rHgoINdAqm47d6YXKwWRzkUe9AGPGdAzWt6rDjB9dsf7/2b7JDAj8EOOrvtr/f8WnfIRKHuDZwUKwfuZutCycDuMbuvg9lz086mKgNPbS+4j5NpN+36LGRTyx+FU/cs2f0DnvqexNfw/3G7ZqBchBVv7/O/X6YhIGg0KytuJ9nz6369Vtu/Qo8aurMSSXHxJQnptPJGf6NbbUigNbG9BARsSFj1fGJpg4278Kp/pl+LV0fuse8w7f7wK7XLEbddTylg0PHWM/JIuuyEWPgb/3tv8H15cav//R3n10133f8cPBoK2xOH+/JkWKCyikKQzF2BDDufF1Y4oj8jYpyMsCgi153JNBmMsNdtD2qjzoWH4hNewtCqGkAJ+LjOWnNHdHx3rnj84pmSnFfUgrQoCpNy542HtBG7VUE4+hbEOJ/mlP/Q0hoEqTZpJuhtRENkJjyhHjFqCFsW+X55YqETKk+Le2g+yEEpnlCW2NpN1ptQyBwmma6voC2ChKRkAfTxB6JjKlC9nVz2vluNnpgg5qAhU37MpbPy/OVp+frjwzQ73t/9xu8f08wJtVSlbhsbAK3VqFVrtvG/JJtekwI1Bio683BskDKmRgT2UfuPj9fEbVenlosuJqmRC2bbdBqE8c608QMhA7UWEL01h6fvtKMZt4NmhkMW/+1Vian5xtaLL42bW1HZwA0b5sRf0/bFoJErwe6yLo2a9uUEHxyobVMtt6CI3Yeve1MwYxCs322PxYzoFZhDZStkqfZ9WAUI/yaIW217obRf7MjuK0r/mO0bVxw9+cLIO2BpN1m2R3en/mbOpLnbmbaCEA/ddp7Atzt4J6Q1zGRcv/ZbtT25z/eyxPqwbpoPdBwRZiAifQJnpSp68PAEPJ55RNtYg8e7FnwW7bNtMtuC7eXK60ZDTvFQI6ZeQqkHAlpJjX7fq2JKSeWZaHLd+VsdmUrhduyUNaNrcG7d+8I0QL7DnTVbXXwJfj6k8FEUdQndu6nPwQQO1g27o/TbIvdWxtpuietCJTakGY2EWRoj6CNgIvaBkGaDmSw+v2rXslGMC05hdYZrc7EE7xlS104X8yOKDsAT+suUOjiSZ3lqipIcNsDJtSfBC3WdlR737k4M+zjR0KE6/XK119/zbptfPmLL31aZmKaJqbThCSzd92qmpiy7wXZgQMBmlQCZluGb/YF1BOuSB4BWT86m7Qvsd6WBOpgnhVJdPhkhrPdK8379+1LA+X291Vv8/b3D4fXN2vhi9nS01Iq1+sLz89PlGotbjFGfs7C2QO4CcGmdHrC0NqugRZi8Olj1m4fnaUGBtwE7WuuV1SDJaDOFrL2QZsgugsEMMBjVWPRhRitXVQcyC4mrJywiYOtCVsrUCrSmo2yh9GaGZoxU7KksSa0WSHRAKZKazap0VN3OtNsud2YHt9w9kEZ623ler2yrBtvHx758u0XhFIJGKNySRs3FgNkYmTK2dZ+TkQRWplRPVNLNtCoLmzLldqEUgqTi9OGpETPK4ILdQcMMkshohK5rQu1VE4PFx54oBdmWrNrvi03vji9ZTqfWNYVRa2i3jCNMTF9uRRNe0xRpjKN9GRzJlUthTxFLvOJ5+cXyrKSJHKeZ7S0Ebcu1yu0xjxNxvBcC19//TUxwsP5QsCTBtmZYnUr5JR51BOxwsLG+kqaeQImApFAobCid1pIiUAmogiJbIlQmkAFLcraxDU2DR7qprMXWQqNDr93TsIwr1gyozFYrJWTaYCeT+QpIdFANnW9EqnBtEuJkHSIYVvboMdutfqzMrF98Vacnix21riBoY0q4iK7HBJPLzxouGvzPxYnrXho1XowH9E6IXzECLtdFUzmYxEZ8hWlGNNAaUzxRymG/GM5khyAuJ58D/DAZSZeHWNyK4zkWmBnXWknEPgv6MG3I+479/fbi2o7f+V15a3HUa9bdXYrJ3fv+Rc5+n7tUV0HjgzMZnzvLsDUIwyxH50JaoGODHmQsWPcj/YW5jHEY7x1j3X6yfmzCgItjPbRXS/4/ngda/ZPtmfduymO57LfBcu/98vcM0UhSPId7i3MMRipoZklCeIi6CMO7cOpjvdvP0fxwsno8JBX547ePY9xP9nXnI4TPRRlHBAOEjxvvL9EOwFvOfPnZBFkvyeeDyl2DYdztvOw+LrWnbQhCKfziZATHz9cTfdsK7y8XCnrxuPpzLZt5N7t4rhJt2WtNbdzh9ipg21+iX1NdoJJJ/SMuLlf3gAuD/fct0xrlaUWRIR/7j/+H+LlHyd41HUqhsEViMkC38mTWnq/Kxgq7ydviZAbBG3+IHxlRq/oVksNrEWHfoX0VK6jfj3Ilp4gorjqmgMDjIRtDyh3k6C4KHIz55+2REqe5B024GARqFpbXDURaZvM1pimi0+VM3BAY2Rdr5ASUuvofRfv7xVRn2ZUKZjzTDkRYuLyNiN4wHM+k6eZ220lhkipNnliWy2Qr60SY2Q+TVStCMWYK01pTYhhYp6EiOmatM0HrkbTmBpaN56w1tasras6FbNa8lVrY9sKt9vC8/XGtbdm9IkSv9da7yGFy6/2VcTRqzSUG0LTQi2N06iLOUhTKiqWYBGDicd2ECZY21mUSFkLLx+fefP2C+paaKGgQRwq8SRarXWvi5AJBtpsFV8nRhfXnG1aFVAonE5nP10DEEtrpDSZiLkjvxKwgAULJENKiCo1CLVBk8DWGnmKpCmjNA/oGdOlGjKcde+hNRDHx1UqqAc0qI1YNI0I32fS94iBkskD2JSTaTopSAy+DTvYsj+x1pTkwFxn1HVROgjEIMzTxMvLjwUR//EfOs7XiPSKgXV7E8/xxf63O2fphtr/b/Luu2O6f/2rZS+4YzLzYW1ODPvUp/soOJV2B2y70xstW3eBkXqwzQAkm+vXjI/uDsXZnCMALGbzAma7WlW228bteqOum7U7PTyQYiKoNym52OS6WUqQUiTnSC2N9bYYSDtPtsasH9fYfE15fPPINJkbqf2+VaWsi+kuBQOjQwx7uKWHFoYRZNgUJAOwTRAQ7Tlr43q9klMcgVUIlgi3VhFtxKaEtpmFUbVKswOwMpihFbQQVMdI1CEej1ghQwCf1FnF2KZSC1JMU2k6nxj6G80SsyTBq7fd9fQ6rtnYMZb1EPC0Vqml22GziyEmyrbx/PLE9fmJ5+sVVHj7+MiXX37BL778gpQz0+nEx9sLKTpYjgfvqIkXe7Ct0ieYFGdNBQfDBdUALQy33PUbx5ofa1/pxaK9FUlsUJWavsghrhzrvx+qQtf8MT0q+3m0uNd8jhdkrMDixZauDdKqgbi1saybA6A3ynWllOLJmNmunsD+XI8Qgon6Bt8vrVDW6gyxXeMrNKwpaHNdOzFQouFTfMSAKANSAyZEavumOfjdk8GemMQgrt/SW6RsAhn4fu2pm4OpEoK12b86Xj9qWyo6GCF1q6NFrPMVaius22rTY9eCxJUpT4Q8EedKuRVupbKp0K5KbDPnKbFMle/WjxTdsAlEjZiMjT1fErVGGjMwI62yrRMV00bbVLlK4JwnUkxMigNiwkSi3QptrUgKxCycamROmTyfCFOytdWatX5q43p94c0Xb8nTZIKlMVr7U4//FGLO1oo4JaAyt5OL+ityvbHcbmwKotYqV0rFmEUnTqfZWeW2F7753Tc8vHnk8fGBsm385je/4d/+//47/LU/+hW//MUv+PD0nqXczKeHyOl04rqsPno5EddEKFfgxo3dJ2Qik3u44swgwSavdVCp76BM5HQ+McXZ2DNaSVvCLEihDotv+9hG5aycOCb2HTgCxQfaiIzqfUiJ08OF6ZxBlNI2E/PHx7a3xtZ85HWvWPfPdGA0BJ9Y6N0EvoAdQPICbE8EWxu/2xewqn2OsezrYDl1nVKwYRhlM1buHFxst7k+k2u5kNzeaRuFQPPdugvHtzY6En7qY4A9HjsIeNupjIT1eATMVvQiyD2jHe+GsAaQzi4Q5TB8Qb1obblc1X0YxmBDDqaHjAmog635GfDotRTEDzl6Hvs9NwWO4Bd7AeX3xr1H3+m/bMNuKhaSHfg9akXlvt5qlwPR/TNMq9FungRBUti1/7yVWJprNMZESvanlHvR7H4c13+/in362bFVTJFQ0RYo2wbsWmKCDVC5J7qIF+MDSYP7K7t/0oM4evtU++QeduAopOSFuM8/k+HX+1+OM5jf2Z+nFQoZfq7H+PIKrL2XjahQbeCDNkHDPml6nG8zZpAVfcQ0CtVy57Wsxgwtvr8l8PJ8ZbktzJcLlweTonl+fs/yZkEnhdSLeDIA6Oa/L3knfrhxsgEAYT+fphtNKxImuz9DNkYsjfRYIqdknVJ+g0KIkIW2LJRqrPpRvPyRxw8Gj07nM3XbWG4WtJn1yMiwgQe6M5BDgNStBthoG+//9R7niA4BTjLAAnoy8o+LY0ozPmRpZQdwU8bhN9gKqfdtgsMF+2hMf1cLyoahgizu+A0hQusGTYaTyiGweeC1pQwoSRvrdWFU9T3gl+iU21Zc5X1P3gcA1jDtimVBkk38OIXI+fHMVhpbrVxOZ6JkNMJpFqu2i4+U94cbk9Gi55ipWtluK8vtmWWpbKW5hoQHCyl5cuzJgkREq+kYBAsSe4BUfZRkCtnG55bGujUKCeYZYgYHsnYQSPcbf1ffsjQcblhY0r+nr17T/2UCr5sTrBPJgk5cUKxZHSz1qSwSSWkipwkQnp8+mDhiK/tpHTJVCXEwFyQEtFVuy3tiOsPmAXnKZJnN80kx4XCnN4+N5fpCMQZvJ1ALFAjEZNMkZHpjk+G0Oqhpz18w6vVo/ejJZgikMNHUJ7dE0xHQZgh6yjb9I7qmRWuGZLetuFcONprZA6hauxbIBGATeIK4LoSxXNbbRmvFnFNnx7gQ8CHts/2mnV2Q+R/+q/99/qf/83+dv/v3/j/8nI47xpF9w/5+7Yvu1sVeWLmHNnsTB5bcqoGctbeUtd0Rq1qwGjQQo/jY9TLuqXymPcgwCnvWYIlCCK7bQ7Xkzac72DrxBLsjZOBrSIZNk9CBfYEUqdtGFwrM0wQPjXVZ2VQ5nx+IIdo47GBjkKlKQZlzhFrRaonTtq7kaOun+ZqLITLnTIyBW1g5TxOpP4N+kdU016gCQb167FWglKyQUHexwA6gDpHfQzUyYoAttbK25vtFjLlk6AuTQt2KaVJ5da82pdUNaITiYvxuz7UpLTh4hGmqoIJWkBogVEhxUH77PvfSEr2doak6U0lJzZiGTGGAh+IBcl9lMWYHxNqoQCtxTIqzYKtR14UpZ54+PHF5uPDFl295OM+0YvpUiyqXKbOp6a3EEG0ssCrNhbG1o3RYwNA4WcJTzEOaTpqtehFGoUV7EWFsE2NK7gw7BvijrhVl7GKFIPShOcEBqeb/ddauKkjF/KWzZgwUMCFN07/w6mtfDs0mg63LwrpciSJcHh5QGs2V2f97//l/mf/F3/k/8/e//i0/tyOIJZIx2jpPLnotzXVniot/ekCsigtsWnFHUIoESrNiVU42sjzFSAyRGpRWQLWa7oIHvbUYGyOGgKTZWUQdYPNpuU2tsNJ6kGx2JoTgwO+hbboHptgz6VOaamsUHxNcmtkOY9GIaToUS7wv08w0mfajgZiWvEzTNMSKYzFtx55oT1O2oRoCirEon58rT8/V9do2k07AzwElzJFTODGfjemFWkGMZgGvTTOs3K43kJUwTbQozKeJy+OZpI1rrTwtN55vV7brla++esfDH/4CUuDj9Zmvbzde1sLl/ECeztxKYz7NaBBTBTI0ibpdqXWFfObNV2e+IBKL8OFPPqBb4OHhQtRMoiJR2doGKfAH7/4pUoosZWNbC+d85m//u/4W58uJ9VY5z29ZN2G9mej+HAIv08Ky2jTdJJFZbFrsjRegt6VFAhGDJ+2IwDwYR1Y0UyIPRE7zTI4z61aIW/HZa7j2US/PiUd8lYWV6FV6K8DtPjZRuW2rAQRRSMUm8k55IqeMeiIjaoXOlE1eoG6VbbO21hiCT+oLoM4w6C2G3U8ejt4W2zBty1KsnX+0wsU+BQ20WjX+NEXiPJHPMynb4B9d1KdQygDHBWeeu1QB2kHyXfvS/FWkeWujtcRZIe6nPnZAvyf8n0veXUB6xDymJ7OzOvZYyFr6u2/pQJ+OOKq3vurwMHbcsfLtN7zG0DVIPZ76DHj0CbsVPLa6P8Jnr+333pwBjB/bJP/sX3N2KBDP76B8RMvqbYuFIBkRm9paW/Xpt/HAjDGwZVyj8Mnnd0FyFWf+iHeN0H3qroG7a6EaF1BDcx+ilG0bcWPX+AohWfvc61ao7zlELB4V3QtLg3HdfUroz7j7HvMl0YkIoXfZNPZY+XCtnwOc+j3ZhrQMoxXcWE9pXzPhft0c78/xe8GB7a5V28IObo3i7KtlIF6QW9eV+XTifLpwvd4oWsnZ4BWbnC58+91H3n945j/wt/8ZWquk0zSeuzrQGmKgemvs3jlkbGTx59RG+u3P9Peszy470qUnjkf1gVLH3OLHHD8YPEo5D6RyKMSLGc3rbeGMCXaKWE95rabt4yV5wBLX2opVc6SXOw/BrAgSnGbtgcVA+GpnVHRnYQGBTS5wI26Z2ahoVq+IT4S9ok2wYI4AMZloZGm+CcIIluy11SEMu7lCIOYEkqltI0YDWgRFQkJCMrHmaJuitWIASLHJX/0e0KrhaiI8Pz3x+PYtj9ODC2kvZj5C4vJwomwTaDNjUxxQC7DVjbYVrrcXbstmI+3VxLnKVghBmFKyTaQ+tj1EaoN12+jUu9YatSg6nXn/3Xe8CYmtVK7XzQIR4JJnvnr7yDcvV5vy5ggn4fh890rTfnTictdEOo6I6p3wJrWowEqlUZk99OjkSlSpG8THiRiEh4c3hBC53WySSc4Ta1u43q5MKbOtjVpWpjSRugial9abG3FrhcH0qRw5b22jVlCdsEE36Y6ZEMQDjr4GJxPrLASqTsbywSiB2nrYZL8rUVhLRWIyGj6RUgpFrTUg+HNoekScsUpnsXvRRRc74yHGQEiRlKcxDcLG2Rb6mPSmxoxIbojWdbWR4Ye2J/FHuZXCJBBDomEVhtYaMRhD7q/SoWrMtdC1RaSzDl1bRYQmgVCb2Z/hZPYa0R1oUxvk6HiIOe/ufxrNKPaoG2t3YAeSXlNby2b4lRihbM0TtU+rqrD3Vo+KlleJAo3W44ugaLPvEgKtbHeYWW9bW9aFWjdSPFnbSDVAyVonAzlbxTm6XS3rZsy/1oikIUqdYrDpKlXJQSjrQlmxICh2zZ3A+Xzien1hW431EpwlY5uu3ze/ptGWrXeOvTvOthpAkOaIsXCbjxn1AKUpS1kAS3qDGJOqbpvtsW0j5mTWyAOamy7MsbPOlD6MwAoJHug2YzwOGpTfHwmgW0GLCT0XIGC+RJaIJANAfDHZY0JM18f3W4y26apCFJimSCmRsiVe1sj6zdc8vj3zR3/0Ky6PbwjJbNGyrdZ+twiPX7yzPd68Jcn3+JRPY800cfaEn0hAHARngOtWreo/Dx5QvgrYHPxTnHE1kgC7Z/jb2UA6cabBDpoKJhZp/g+fOGd706StvJ24h5dioJeKEE9wvTZLMFtxhp9a1BoitSovT0+jaPJzO0KvgvoWr9qIXZA3BDQb8FhrGcBcK22AqbU2tmqtYKUpdaqc5WTvqXvipWrBdszJYiZpw26E6O2j/pqGJeKVBi1i7U/m64yNXDyI9SYvOUrVwifGShngIKUzx0xDZvPqOtgkmhCELpYuAvM8odr48OGJx2aKO1vZ2G4LSYTpPCNBjLmzbaxLIwaDK2JIxBS8RVYIKXJOZ6acidGA67pu5vODAfpaG7ey8rLerDqrhXQ+cZpPPL55w0Zlao15m7msZ9ZSmabGuq7ooiyuydRKscED0wSHdlCbIGh+OsQwqt4iihalLNbOO03BGQPZWvNFiTWT54nbdRvC+yFYESDFxHw5m69KkbVVwraRkhUaLuFClJUaKs/SuGrhIy+8xQpyZ05MGGixsYLHtxGYuKAom7e6RQSNM0UmWkysrbEEuGKsI0WZiN7m0QWgV2bU47leCOwWxgGBJpxOJ55L4fl5Jb+/8u5XgmRnc3qxKqfAdJoJYWLV1cB2dRZRsDlwISRrEeyJq6/THj8ZLtJ1QToTTx2EikzZYjbxFrRtq8T0xDzPPDxcOF/OJK/ch7BAC9SpuCaZsV9N0yvSpN4n+B5/SLA2lvk0+/ctn0nx6KV/mqPVarEMnrz68AndGQEDROnaNx04ij0hVyu+hhGi9AKeA8z9bYaGWfcKu63u02Z7N0RPePH3s1wxjMJbF0OvbZejuIt5umAy3QX/8HutMTj7srdK2RTvUfDtBbzOSpECGg+fZyu9dcBMDtcASGig1o1ioaWOghTYXm/CsOsK3vFQbHJi0wEEiFptukm1CZ3eMjpoxOghne1gGFiLs+3Pqurxr8dGWsce+UH3qwe4495bbrfvBXUdt09bsXaP8mns24Gno55Pf88+sKaMdlOPYQSiiINxI8CxfN8BoLs/XgBsHoOH8ZxerxdrXbU2Ye9tkEjLYvnlYl1D21oQWXj39g2/+Ye/5Q//+K9xmiY+Pr/w7u0jf/uf/ffw9/7u3+M0nwDMZ7UdaLbbEglJ7tYafa3Zb/nX9m85rEcDy/q/GVNzRTuQ1/eejtyiqbJ9fKHe1t/7nD93/PBpa8VEBqd5dnXvrslSIVhgvgt42UVYJNL1JdSrYZtVgaKYULEGFBNlDEEgNKpry3SaVq9Q7/fSblRCrIJdqtMlveGkNYJAkmT7VPvmcQo+0ovIJnDWkzNvTRpPs1ebVQluWKvYA94h1+CvsQpXniajvjWFau1CLRjwNM2mP+MhGtu62ohYhfl0IqyVdX22May5jQ2wLgtlLcYSaNZWEqbMtq6UdYOe/IqQsyHZMQbybFTG6kwACcZmWngAFZbbdSiuB4VpnnkpC1lM9yRGYVuLi9HaprqDiHp2PP4cj755+xKTw/esX9NTEoJ4RVQtfX0tyVhUeNlWtm82fvnFmVIFEQMz13Wh1nU8Hwsa3Ki0avfeLW1TE18tZbXgJjZjHOW0r8+mEKpNQnGmj7oziykhSVjqhrQC1cDEEJXSlHabYVYDUYM5Z/WpFBKc8imWqJqls9aDELMRyEMbjlMcXAwxUuv/n7p/59VkW7bEsBExZ2Z+a1XV3ud17+1ussluESIhAtTDEUAJkEEQECBLjuTIkOQJkCH9AEGAwD9AQ4YsvVw5AiFLjh6eHLkUJYMNdovs+9xn76q1vi9zzhkhY0TMzFVV+959GjhnH+W9dXbVWt8jc74iYsSIEek8+QQ+tPKwq6USWbZTfFaiVFSBmcEtEQSLUi8KmXUAv6NkYBdrWsAxywwTIGFwfqJV+QNeGShzWLPsNWLa2OjpUKolPuyAxDoJVF8RALJ85fPz73MD2JQd0qmDE1olEgF6fjZY4jtj9divpWSin0DqPDJ7jzV8Oh0ngB2GEqczIEYRbUh2BDlxAeJekbH/9IpaFqiyg42oRMmLwTshXgvBWTplQHs8YCFKTG0ZwAcFIcWB1hpBN0TwGFteHUFxRzBUosHAZwG+aILYfJgSZXyzrC2dWxhsXPZ3ACLiQLcRYxYsiSgLGL3BtcDEs1pqAsGAAFE6kJp0eYznRHuWpM7+Q9S1wiColg6IAzBnQIXB/c3sa2GZTQAkPNFy/llukkttDIJcR2/YjwP3lxf82Z/+GrfbynViBBaen55hcor9myyxX/Mz5cz4xUopcpZmQminuS3inEnnO4A8nU6qnZoB0ybyGaEEUS3OqVPTgKwnC2AtAwr6Aw51dmsjhsUyBxelhkielcJyLDeDXTQTRS3WLB0vQ7JamOX7PJv4x3QlsDMVaAo7PKXGXoOjtbCjluthkG3kZ3vqYz8gKqitc/0sJ2iB0EGqtcBT/290lEKW4XkvHvpY4XBmIOthM40l6+048PT0FDYprXW+1C/rGTMZqJcpyEA5Ad7WBrZhcBkY3dCCIbAsFcfRcL+/YpMN5mB54suDTVneP0G1kNEzKCotWuloi8Ky6cZxoPeGdalY1hXrovA2MHTBKNEtshta2yNQAmUTQpD66XnFba1YyoZinU011koG+njgaA29NYzWoQ6eoU47XxdFrSwDte4TiAMwAxNVMlVRbYIJKIp9HDj2hsd+hDzCgBZ2YlMU2pIoFyET2WBesG0bRLjue7S8VhGgFmx9wZMseO8VH/AEdkWrKCGmnRc5rnrxthQLFCtu2LYbSq3oZjjibBroEIxZEi7ITmuAoSK8jvSy5xgYyEN3HHjsnR26lOv5eO0YD0W7GzZRLGXD0leWDGyGRQsWjVJlCe0RZa84H1nWFk10Bs+HogvZ4ABGBMSr3rCooS1koVsfGB7J8KrYtpXaS0LdL23HDF5dDPokwCjYX3fYcHbKM4erzdLba8fCvNZ1vQh+Uy7jLVP/57nO8i3Hm8YrCeKEZIhDZ0mgBjiYVwa5fYwA9XQyUTOwl0h6OpJ96gzC36LRZwAMgYEstGRN0JCE/lSuqojp5n/nPdlkwoTBC1snE2j8GmPJ4mcs+UcAPDmnCZLEL/J+L+OA+G366W7ZNEnns5coP8Y4A/3Uo81zfMoHW/hL7ihDUSSraS4JxUxs6ald+KP+6yWOnt0n4bPMucSpzp9/Njk/dnloBkWcYT4u8sec5/Mz5wi9/YhYWx5rkf9/nc/reoqKAT8ZN/QNJPQET0Dqyqa7ltMpQlMWgIY2nwMwKbSzkrUiGn4fBbVzhsd8BIkkl8xS1Nu2wQEc+w644/b0jEfreBx9xuG324qjdTLq5Qp8CrQYSlmjEugsqXpT7ZBDc3k+CZZUknAYD7EsGZVxulMgCWLAGjIG3sa/cEj308GjHCwtkz9icUianGwgSYwAoDbGGJEV4oSfLVMV2blFLIMy4WTOAyOC18ho1xJdFIyC0gwKB6tv4v8mUm6Y9ElrrGW87HucSBRCMN7jgAROYTMAoLgrJ4iCo6VW1PWG0Qfa7pgVSnWF+4CDZUtmCC2Hc7yksOzCwU4GLKMYLOeLjJUHot72HQ4J/SEyARIXVaVjyLKpGtlNBMK6sqXtWmCyYijg6Dicmb/qldmCQhaGg2U0xA6ENefKhen5hfOgvBygcfjMYOx0lwDJVic1ShZxeV3WKTZ+txtswh0n70P4ZHAp6M5yrW/7RnZOjN3RqOOy1BDxDMaHeK43BksQNpft/WBQKQZBtkesE2AwN6Bzo6sO1IWUepYAChZZUFRw9AZxpV6M0GEaPmAwLLUGg0jgFq1kZ72szb2iUVKo0X2PJZxkyaiHQc/9d6FvkgHCkoU56nPjnWUGgLAMxalHoFE/rV4YiAGTcq1FgWFnQOmYh5OIIrvV/FT67h/0uhzsvGj8XASSzMB4Jg8LNI3JNdpBgjTx9+ksJHSarWT98vtwwibIE60zLfNhNJ4lawIzTgtgEIPnhOjpbDErwN9/afgvGSRkIAhg+Mm+jEtwPmtRxdPtRu2UQWNdVGHFJ1NUAth0B2ADlqwdUDMl2STDQx8rnIZVqdk2AQdkO3cLlqfMDMm1W6Oazi6dmQmT0K3zDD0mYMbAcWSNO4LNA96rm00HRfzK2DL4EBhGGFZM1o2HI0XQ+CxDY2BC9pHHeeyi6Jr6VrEvh83ucl2SSBul1gmWxBrIk1vCGOQ5pZDTsRJmOZelwrcNpRYcrdHeLCtMK3YT3J42dI/SoOIni2jat7d7lMHWZZ3Llw5mLN7T+VRAXdkLIjXS4jtOfQr+4bh5aC29dcqvn0dgO8IRz5dmwBDrxr+4JTiAUgXDTlFNCFlgbuxkShP1RwoeBVjDUr04hCzEe4O0yw6GDOZsUGC3HY3aXAIspXJt6bnDWZp/KZERZfORGZURmJI8FzxYY9OWnJ8lqhOoAzyEQLNTH2ZQN0dY5E2ZgUYZmopCZZygkhNIBgiAZuY8xWFVFcuyYLQB7wYTAjz7/YHH6x0iBrd3XFLDglnO8nyAicY+DjyyA58N2NMN29MNm1T6O2UBFjJyH/cHdt/JaFvJXLk93XB73rDdKvHk4gGiNZgdgDvWpWKMAI4QpXbXtVgog6CiKDXK7Br9j0zelFIAVfhmQNWZ+W694+hHJMLog3777h2WbWOSYQxoLWF/BaM1mJM9s9TQrLCYT6moCvgKPJlh7I6n+sTq+VDRT5CIYZSgoIAceYCcnopbecZ62wBVjONAOw601pA7ku+T+JTstsZ119Dm2jqPJtqtAYf7QC0btuWGUioer3e0R+MaCLK6DUN7dCw1/JPwUZKRMvyyjkuyBrh2GTjRn0IAl2m/h7BM+hrgu4d8sCjWZUGtTMilXcgA2bPMNpLawy2SMcmaIlswbQrL2iXWPpB6Yu5lin//3NcbhsjFpwiIHz65oEkPiEDfEmyJmK53lChJd8ug1yOu8fPcSx8WmElPeGPsMVkjBB7nusmALsYzzw3xTDNfPvuNHcxLLmfk/EnoY82nP+2Wn+PxZi4DpMokyVdGE+eHpL1Tyhp4dqPknhmCC9NF4R7ln37xSxLci+ZGPtj8JxNxAJlHLqmbiTiOTqDhvBfE+8L3db1oaJ7PNtf41xS4v/bE7uF7nb6Zpx9w+ezZfl5yPiKJHrORWmFX0AjATBbN7wKBSo3xm88s5xzzMkAyORfagPn39EIlsh2TSajppV18pLe8NU+bd73NSLBTK5QyAuu64jgahhlqqUFE4BlbSoUEEy+/Ibx7YNrmt+Nwjf2+wDESuLzeqCLG1y8/P+ckmuTh2kHwd71+t1oUx0S2VBUaGdueTopI3EXcdOrvmIXd4u88nCd254mAV8hFgTCDgsvAJm2xTqbP6aM6vdm5cCboFJ8h0NPLzYMdfi6JGSmfk5BpagGFWy2Eg02pOTRcUeqG9cYDbXSCB9UMoz1I1+4sHxu9g+wTi4ySBIWvYAyZG6sdB47IPPFWWJdPhy41AKiBNAYg7QyAmfVhVFRW1tQWLVHqkPrxFO0rdUEJlXXZNvQiaG3H0diSu5YCdJmABDWCToHDzzc3/6mXf7zZVeE9lsuGy5Ws830jtrNE6jJR9SU2vYtOzZ70b3tnBxmCbT7LUfR62JhN1hsXzGDHjGCUFR1wLwThGjsnlcLD2LoByqyvVJajlVIgYOmcR7ZLRUIYT9HBw45SRwIrcgZPcVjmmtdweDjMzBhrMAc05hQWTvZn25CslYJaSKmemX8PMTd4OD8B/vkIo1ByR/E75dw7iaBPOq7jfF2wktwd/9o//sf44eMn/OVf/m7K/H+QK4x+LjFHOI9iZ1YtDWW8LLM/lzfNNf6GpoysHc4v4tpOmn2OFWuQeXDPoOvymbOOGXRiZ2dJ4HR8Yqu8ybrN57vaC59gmBmg2WnrfBoIeBbcbjesdaEG1sXKppZJimAmVDPLPbpBZcB1EBzI8azBqBJquIiQvm5jwHItRZARyx/ePYAAZtkkGWDTUcR0sETTIMocEJ6Vg0F02hGc2UyZc4MILsPd9Ryn2Hsx3fM4coTRvlDpNZzlEWXLohhHBDGpZzcM3ln2N9SzChvZ2iljGXODa7ahvSxWesyAkzW7ruyoWURwg6PcnvDpfgBlxfOiEK0Yg0xMCqgDJcFMAedlnsXXMzkXxPSc3/ge50NfsuGSlPt0Ps7PuTow/NpwQEID6fqMks6LY54zMr8qzkfFWeKQ/zP3Hv/O4Jt/2BiCDtliYZPc8K/9yZ/h0/7AX336iD+ma9pOi/NHApwB6Bs4waMcYnOW7g+L1u4QDAyoKraN2kXJWJqHBXJ8dc7L7Naq8b0RxGXQMK11CI6e5x0nauqEyOmHzaWQeyjNa7zwPHfe/gFirTne6FhoiIHXYMvaGLCj43gcaI+drN6jM+EWDHMXoa7a6Gj9IFtv39H7ARH6aEdv2PqCVWs01hB46UzARZC6rhvW24Kn5xu2G7uaOchs6u2BY79jPw6YG9YPHwiemJFxtPG+KXrNZ7QxCBzVAq1kvByHY4yOqpVsIl3gY0Cd7a5HZ1mfFur7aCV7fXt3w7KsAR4x6dhaQ2sG7y3AkQI1ijlTG0tRCn10h2AbButALdSQdBAMh2denVwDxYKOBg3oaJENa91QloWiA72j9YYxGu0J+VCgAmUCM2cGnW0rMAGmMlcbZrfB2/aM53fvcXt+nuduCZaGBHuy9wEdOgPDLEnm/ujRvazj9u79BJYcCEA1YoLwjTyZL18LkuZR7Ni2LTr5Zin5yazI5FkJMNYVLKeKJI8JS59zf0noKSWjPde/aCYcf97LnF0ck83MAJ6HcXo9BFioQ0ZGaCSJJHwaOxt+AJgskvQrMok7rzhD+HKFIwHlsCvhx6admQBHxB7zdecHXu59IBnc199PsEeAq7DnNc+R/hT/99RvPM1R2hl8ZuPO64qP5W0LyjyXVc/4k5cCzvgK6XfNx40vSj8SlNwwT+2tsz7DXSJp9yVr/vpsyQQ1bhKccbCEG3QZkJ96OQLkor5edv2SoG/l3Y+R527uZ42sQs6XXMbNL+uE85X+OhAJSin045ReRu717NSWjP+TvS/nXGcskOtC0xbJtHXzvzkuuJSSucwRAzi3cukCLxA8PT9jjChrNscYjL+fbrfTf0LcRBwFJI0AVihYfl65ZmMNzkZGpyZSzrNMJhPXgiL0bv1y/jgw45R5Jv6uE/87gEc5QSoSZTk1UP0OgG3Or6+GRVtHOymcKgIpC7KTlPUx1fY9kOVeHGKV2hKEX+nIhPlLJfEMGiyzCrHzMmjgIvUoUSGlzS+7+qoxcgFJ5yGVAUyJFTpAbaVSF8ggyi7YIHD0pnDr0DEAdIzO1oXH0dgGHsnQiYOJFgXwMwvyeNyx7y0YAETVWVPPgzdLhjyCkdG5gLQQmOGBrjANKndZ4VJnuZMIwY8x+syE6bICwlJCQKZG1dT54ZsgY0yh2Tenk5wZ9pOilB7iiLE+AN1OT9URh7zF8lNEepsBbC3UQjAN9g7L/DoMm5Cq7g4cR6ejB4lSIZ8bLOfWzNBDQJJGJOinFrZ7dJhXPNoB7Q3LsmFdN5TQwpKordVcL9MhOf+kgLkjNHSuIru5U2OILEArc4KSUvO1LIlL5x5BYbUsV5sZCsy1S52cYEiIzNIYgSMFEL+GYM+DWRKNP7MqZ1vHBCYj9Be23jQV/Lv/zn8Dx3Hg//rHCB79yMUpT6t8GugzoL6MbyxxT9DRT2MCkZNtJ4hSJM40dduy3CrOd6GLzu59NoOMpELnWoakAWKJq2Ybc9HYK5f7zW4lea8XUNemE0K3wABAFUvdgCdD2w86/7PMzM6srCoUkZkaTt2sTmajDZktik/hySXEs8kIRTyTjY4Ow1rXYIRwoLwD48GsbRWB1IIBmxmpUhTdz3Myhcmv2ZRkZc2ndERHudRHO50Vi4ksAgxNV/icYGVqJvZOOqY2DSypMSOYQsHeMKfOUewRlqVm+RzPCbcLvC4ATNE9cl0SbLMYexNMunG2RC9FMbYV/uE91mXD3/zzP4cvHbYMbEpx2eNx4PZ8o62Y5/FpxKZQO8417Zd/nq9+ezb4Za2lM8aFfnF4E3iNhEL6gPYGOBIwnRHvMj+1+VPTbRrfc2vlxpzlgLP8g85aVYXVAsECkSzPos1REfw7//q/icex/9GBR2kLHKfPkeuH5VMynyf3n0Sg7OrTMYcL3r97ZpBdS4DP5yymdtvM8sZen993BeSQoFaweMK+s2yfdg2+vA28wv5dyyK/+rw+Q7o3vlV2CvW4v+xGidBjEBWMNjBaIzvYBs+Ux4GuMv1FLZW0/jFw7A90Y3l4AgwQQRsD+94gRVC2Cl0qdFGWENWKWgegBdvTivW2BXBk6O2ACdD3B/bHHff9ATfDuqwBPBUstWApQFfF7g3eHdYGjm7ABmxlRa0Vy0IfiGX/Zc6bVKfovyi703HysNw26visK9anjaXmUJbCxvgbDmgvLKmDTHHbtN/TH9SCpS6wlYB7djATBOPTyBQi51vRkJIOFSos+TIhMNV6RxsHBgZWVFQoFhgKOjT2OdcUaUNZ9CJAAE0EmxYIalmBWnB7eod379/j+ZtvILcbnt894/b0hG3bUOoCaIGFcDrBmuimKOk6O0brOEbDE07/zJ1Fczrjg2DbTZDkxxetw3DbbmSTpw/mbCbT+4CFxspSV4r9Xvyyq3BtnpXrsl0+/gzg/oWC9N/DNcyDERxMIYuguSOAMcGs3xKuxfPp3vqjtVJGwoIFp6pTEDmRljc+bPgFKhaJ4/P3tKk6v+NtSVjcKmz6+fN8zTm+fN8V5MlytdM3fnudiUJcvs/f/Dkhhet7MuYBTqmTOCuxQHSBBnN/lsABjG2MwJd4lHrqdawkI31c2dEWYVaGXDr3X5rQcwzySZKlOiLuNJHQ62J8Ox/44kdkPMdYwC8/+3zg5mBc5iGAIhDIubLz2eRFA0+gr5ISGmfJJJBgzDmBwdTOuczH5MF/3toU0Jfpw8h8z1nal2Mlb9bLl8/n1yH5LKSaIKnyrDhag4AlsC5sSPN47Hh5ecVxNPz617+Ozzw/NBlYxDLIqBRbuAkFQEm2W8OkDMnlJvwCWCchIMZPVeGtIZPmJyv/srb/9pPxR6+fDB4JApBJMaosbcKCmhouEdzkBnI/swAaYrRmhjOYv7i+sbjFHatWiMy1yAGWdI4Y1HqgnLM9Xe8Q0UtZEIMvt2gnXKIcKzbPmem81h7nYZqTk5RZgXTH0QZ6cyzrApvBukEV8FFx9AG3hl2yHfIMhbgGFoqBSFVYlwBxmBVpbY9bIMMI7qhLYWctwwmUzecHUFfULTqxGWDGA3d0Rxs7RAbM414gZAb0xhIs0VkmN8KZq2XFfjzQ2kAfxgOmKJ6fNjQfaGZ4fX2QqQMANtiFzfY5fvOAkeU8wMwAlIwQ+PdZzxmHl8h8/SiKpVSOyzBICM0+P39AXSqORgaRqlN4FksEsIb7Y8dS6FiPZtj3I4KygqLA6AcwBhalfpdsK0XA4wD1i5gcaZRRlyp0hocNIOpbl2XBUpkB74NzqZU17SMC87kCcv0PQbcBdUWVhfNlEXgGK8IBtJHvJz0dlWsg96EqSxWH+dxPZ0Amb4ANj4Db6VmdUxUBOGNGI83bfWqEDRvz4KylwlpDCeDr/98uD88jA5+p0ZGZkHxNvPhrDh6TzD2LruNzFGlX8/0JHCVL0iJgyotsNeplsB1tCj3TZboK/571+XlmXovhCJJ44euPo19or1EPE59VljpZQPAAQYZN6reKYgwyH2fnLWfgOkygnQLw7EDhkO5Ynp8IIkTmfFkq9+D9gSqFAFJV9A60nhmpAXOWvJ3OBmZ2hOd+OhAMGXo+r4dY/+z9G+U+0XUtnY7MCwGO4gVqwvM/PYZhk6m4RuvtUHbg0VXOwGzYgCuwFGpswAtwxOhbtiY+S6epx3Rm+WAFXggsu0aHiyEQLRjoKFVRloWs/BJ3oQXtIK25Fj3XlQDuHdt2o35C5Xnv4vBZ7y+hZcPxmdlJ2Gfr+TMHBDz7ZmjgBKi1RMbNcj2kcxgls5aOcGyAmdzBxf7xFfqZ43W5kwAy4gdRnsT556QMo6bJurIzU2sH7vdXasQ0wxgNHz9+wrH/7sKPv+9r2zYmZpyMvKIV7gOjD9R4plopcv3yemdL9OzydFB4uhSWWD0/PwHA27IaOxeICkWq3cFS0xSXHRcRU8lzhWyZ0RM8ApKVUmsNlkjiRmcGV5KZwImb64JlOxYaEdynjrPkuqiGlkOZZYs2HPd2x35/kG1yNHiA1hIguo+B0R1qA3Up2NYN0A2fzNF6g9qBda0nwFXJVL6/NlhxAixPjnVdUOuCdV3QQ4C8lIplIePoaDuADl0rWj8w2g4f1Ed6/fSKpRTUtdLncAEMaMJS9dkiW4C6FJ63KtAK6Ih9GmeUVkWtC59NHMUrVtnIMKoFtXK9EKS26KpEuQR1Q4VDFsXYB8QOHEdD0UFtMhWM3gFhpr+UU68sRdu1FYzdIT7gs2CtQFEJ9QgBb+ppjsie0xcK9TgUSIhlcyHI/PvJZeDZQ3AgVRjrUqDrCgfX7rIs+MVv/hS/+NUv8PTuGbou51kNBp29SbB1CjVS82ARAFop+jsGIIoB+tXsah57JErDM7GHuZ71syAbKOtyMphgUb55sfXgvqqlzPdn2eAVZBAR7uG8ZrxCFoJ/7SD8g1+cgwIP9sUlMRXnfbIuIAVeUhYig1MQBIAgu7bNMRg2maiZ8AGAa8wX2M/588tcuBsM13+foNWVEf61UaRPdzLWZvIPbwGsv3t4EpD58bli1+OOk8HBfbYsCzQaFLF8jQkrkezAeoL9DrJSqgZImsndWOf5vHa9jzjrS4IXSDDzvPfTnb3MyzUmCXCFvq+c/kAsACY3Q5rGiM+wIzn/m0MkKCiLA2Jogx/w9PyEbd2oRxfNF1jFEmd6VG7YQJSmsUKI938+p4E+hcU9TNev8JRht+LUiT3jfr7oy7m+AoeZGMn9+rUrx20EkSDjCOBaLh5zIGxM9XK8ACp4eqZW38unV/z2u+9wtIZ/9I/+Md9TBsSNrk63kDcpENmAcZ6sP/lKVJWfPvfpUisecmVNfeaExftUzq5sP/X6yeBRKQuyRSDVo5yi1zmCV09xZrEiQJCTruYAtnc3BtKY1Yfc5IUiopqQqmddbdiJcIgJHHGtFyElrnmPxe5c2JlRX2Q+Jm/Vzj8ZOcc9tqOhHQfqWrBuKwBHP+iMpvO1bhudBwGovL5hiKD5TvoqFDWyR1oVNp5wtDtKPO3wA+0IPZ1V0O4N393vuD0/k/HigENhPiARGAlkOt5mjuYDoyqeNmaOCCpRv4eOtKEboEWmzs7ROlrvKLWAT+YopaKUFQJqK6mQpXDUFwIVRmLz677jsR9oowdYh1iARkc/Cud4KSAVqNu5LiRUsq4L1ysY4KbwbICRA8Ai0VVE4Z3lM3Y0fHw88OHbP8P3379iXQqWRVEXoBbHspRgqjla1AqPPnBvO0pVrLLAHGRZjYGyMBjJE59yBMw+mdGpXapMxN19kLZ9AHVbsUWgPHqHFNLF++MTHriBB8u5kVOQmpmx0PQy4Dha6NowTz9FHxHgT9Tk8mAqEwQSnIHDNePmATK6e5z0BCRMCBy2FmKrS7QHz4AQZzYgo05xoLhDzODjwIED3jOI/2NwfM7reuDNbHZcHkBxApUJAs5zQlPMWqbGhxlguk69AngyVHCR+YjPEgnyf/w8RBFFZbIhx0gm0RnQaSksIRBqlZl1uMb5pzrnazYBSEfL3z7b1ZFapGBEyWX3ADY8RFFV4YuEvlH/Yg7NPZiPDXV01HBMdKnY9x2tO6yTYSohJG/GTC0U6PeOcRDgXmUjbuVBi08nTpJ9AAI4nhwpPp/McRxBIea8VAgGEiC6UHXtPMsdDptsTI3ug+CeNYV4rPnCvZWfP8yAMaAWZYSlsMNaJEDEnV3BnI0ZaomoN8YXwNR16fksbkDn+vLqEdQRSKTWlWIpEXIFG6OFCHjOb4oYb9s6gbbsGLLeFPt9oCxlrgsmqYKqHODxdSOoC+xalvYje7g3go61lHkPZMcEwyE/1qniNEvVch0ZphP6Y6eE5n4UIFm5bEErGN6pfydcB6nB0NsLA37nGffp0yf85V9f2I8O/OZPfoP3H97/yLf+fFeKicKj7Fp7BLXUexzKkpjWWcJRlGLvR2tojYzjUphMKkJWjYGdD7eFgXgfZOWUdUF/7bHHFWZlOpJnIEIms49BwBnAWgukAKMTNDii0+q7d88B8iRIez5Tlg1J7KH7yx2vn14wBoItokhheUR5+RgUOZ7dPIehd8exs8082gEZHQLqqmmqhkVnqEUE21JRl4p2PLAdFb4opDKZN4zt1tt+xzgGBhQ2OkQIxNaloKwrdN/R47x3ETQ3HPsDMKCOBf3YYeOAWGf3u+OB5d03uC0FIqkbB+obimE4A+miQo3MQXH4dVkwQs+o9Z2yAeV5Jgj21tGtw1RmQggl7HeAucONpf0q03/DsgCrYNGDwdnoJIpoxSFsjAIhm2273eLs5Rm0HwcgQLuPk6GJFQULtCzwhd7qox9kTvbO8x6GHQ8IFBuWgJwQ2kfUThIoVoQUBfn66DAMdHQUjLujDsOyPWELSYanp2ds6wozoO0NQw1eBkpdUA0YMoBjwOyYun4OR1nXk3X0o9e0zvMnGVyW0FL6KtsAb20rW5kHcOJRBqcezRPY5Zgn+tlgoEWXUH6XvDmP/xh8KDdnuWg2m8GZuCL7xyGFLCzJSg656DBCcLKWkt0yKJCdkglxpS5Unj9ZMiY1E2gnmeAKcv9t10zc8Qsm8JK2f86r/O6gETVyFTBDkTIJCTOBctGom/eT3/WV7Grel6ueHe4s2egkV2TL+tTDSiaXwdADXAJAEkR8z5QdSM0jyPy+CJfnVYQxVhuMzd0cuii0RCdVl8/WvPyYm4C6VJbcNjZUWio7Qz/VglIqjmPHy8snaCQ9np6e8Onjx0tiVMIvN5Ypxtia0C0verJhxoXpykc8gaJaZAKFX455Tsjb+U8c4vOH8yvbLXCHMF2zg/p1RDMe4z+E3b2XDfc2sC4L7vcH/vw/+6f47Xe/BUTwi1/+ArdNcX/8wPko9EmtCGwkk4pJy2xkPpl/b668lxiHPJPycS/PKyr45sN7fHp5QdsPWB+QAchSsQJo+4Fhhn/73/4v4e/9vd/gP/g//d++Mttfv3562Vo+g6cTYuxsoAzARgyqRsCU87I+h8aGxGB/Ju6dCzxLcZZa4O1EwOY+FCCh6ms3gxkqhmMkkWkRndFKsC2uUVfiGM7sUeMhT70JBtUjaKq9n0wmBUWxGLSzi48XHmJLdiAgpw6lLtj3O/b9ld1ugmnTG7M93QlSjCbY7zvcBbfnJ4gW6myEwa6F6GytFVhCJd4BFEGL2ncbeY8FfRDRrVFzWooASyFdegcejwO1sFMHRc7CCYwBJeuJAz/M8Hoc+PT6iteXO/Z2nOU8WW5GWO/ciCJAqcC6AWBGk3A7SN0YlzKcOfu5SwGgA2PgZVH84pe/xKoVtneM+w45OmmB1qCC6EIENOtoh6Efiu220Am2gdbJTDvuB46dbX/VgUUVECdLwGyi1iKnzkOpDF768YhAaUCw4N4eWMaG9fYEqZXU+tYhpYRQcpbkpVEosUYNfSTzTmfWKvcGD4Kc3wgW854yWJ/U5yhBCOYD9XVS34KtiH34CezGBjZja2OZd5c0XrBUyniPvCV9M69ZV301Ln801+V+yF5kJxdHwVgKah94aygICqb0gKGgO9AagcBTUPMtnVotmDf8iKnpwHE+tanMxszMiAG9U0+CGTsFMJBlgRBMBqCoZwMwOmEZQFyE07+gUV8cuSJ6AgSXbZXPQJ9ZIVYgK0EcGwd649yT7ddxQNF1wdPNcb/f51ck7RUQlLFiDIfUAm/OcpMez6XsLAQny8AjoySFJVVk7STwk6DbpcY79GBEB7xyD9WyADh4hiCde5uld94J5GoAHyj0/Xg/dFA0atUlNPgEDm9xL45w+incPIL9Sak0x3gcUAiaOQVVE/QNx8YqBctrNArI/gwOQXEHRoME09DGwN6ZKRd1SE1Uko+vCBFoFyzrhuPYmb2dmbWgSO8H6lIZUDngcqF+fybQ/vk+iSVD0CbGMcsN5OIA8xkbm17kx0DOoN7Pn07XqoNZHQCRDYFDKFaLAZTTT7iaZcvMHnYMZwk3mUUd//Sf/VMc+4GEqtZ1xW9+/ZsA5hi4f/jmA7bbDX9sVzbBoOA+eD4DAQ4QtO5j4Ngbbhs7Mx2PB3prcLcZ4KrSvvfew8eq8EodmbRbPgxaCpZ8j8gMlkcyamOcj71NG7GH3qIPgzjIql2i/07qSgFfZCYTGEK3uRjSobXB7qajHWitY98fKP4Eg7B719HQ+8BaNywrGUEkLDFYdQfafsfrx0+oVVFUcX+9436/Y10XHP0AjIzzqoq6VUhRPPWBx+MBMcoH7McOgM1btAqOduD18YLXlxcc447m7+AKbM833NYFR3tgHA/4wdI4iKNUwboUbNFNtw2eNbelwIJ5vNQFZSZmkiVcIC7YHw8cbWdy8XawdC6Ch6IF21axbiuWlU0N9v3A3nn2OPLcj7KXYMyuy4riBa8vr9j3A6qKWvjMpVascfivK/cEWYRMVC1Hx7Y3JmHBbn9aF5TQ+wFkJoBTGoKQUJwx0QIgVhOQyURcfPosNQsOiaKgyAIRxdO7Z7z/9gO259sELkbvaOLwRVAqWVPZLGfYAPMHPGehhb6MsJxVCrtOlrBPS63QusCdSTATmxIZ2eYrNR7pTGok6Abs0k1sBukQoLAM1DsDWo+SQe4DvjjLkgECrBFoUE4iYpLfCcj4PV6rKhBd+izsMUHHgiIGaOilCiKJKhDvME9/+Qzap780vvQP9fK8uaaShZfkLM3skl812TLxxBX1VbfzkizUkiSBv3t8M/maWljJHEmpgenjKatZMnFzMoKiBCiS3xHEziQZpn9ymrgEevL7572AGEECR7N7bWiUpk/VfMEqYzIIU9/nKm6dlT3XebnOD+zLQXyTXBgeMaSQ4TjnOOOiEiB0+iKREK285z46joPNC/oY0Q36ed6HOaaOp0jK1tS4xwTZzvkbn2lRfn7fwLy1L545fzdXSMhE+Ew4aqwDPsOZKz7P3CnKH/dcFNSWdcZk3Qu0LlhKQR8Dj/sBUcXLpxf8zd98h5eXV9Rasd1ueLrdQtPYIVqDCUlBdQ9CwQiSiXmA0AnMhq82s9cKQB1ud2h5BmJdJpgqQHRHzlLFy1qRs8NczqFC3uzTn3L9Dt3W7O1BEUK+xRXiOoucLTYOCpF9eYP+BO3VORDZHtyM2XKzBnFnvfXj7AbFBVzokAbjyMPxEpxA0aThXf7EDQM1+mKz/QVgNunR7k5NJKW+jjhgnXDYOJjBKZVsgdYOaF0imMcJRkYmu5QCqwtsNNb9qqKLoJvBo/2emWFYx+iG/hC8th14KLQWrMs2nUzWpCqZLbUg/W1xbtLX+ys7dIkAcsC9wqLTWilB881DvgpWJ4W7hGZAj/bWDHpIozZjmVQ3Q7cWLVp7zKucf0SJsJhzGakwDZWAXR4wmZ7XEd6HB5Cm5+fkIEoEctnxrRSUZUUVxd46jtcHvvvtb/GLVeBqsLLgphXvbjcoFEe/o478XASaTlaHmGAoMxwQR7GOx/GA/nagvN9gRpBOBdQfcgDRMa+1CNxE8DgOBj+dIpxDC0QdqlyNqRsiMfeci5P5lmDQLOP0a6eUzB7EXgrhbYeEtkh2aMHUeXEPmGcarZynLAGKLYDzUG3jCGPp01CdwsycX7/8LwKokmin+V/9r/yXsS4L/s//l//7Tz0+fr+XU6JzZhquv0ICKOcT9XT0vMAjXwpxCpCGYLu3Po2IqgBaWIrBbXJxBHLuqCCRX5+6buqJURvU2K1tOMuhRDWWfLZEl/y4cAhyTnx2GZn1yl8bhvgfLQv3WwSCSNffWHJX14UGabAMqwjVw8zzWeLMiM/dtnch/O+AKYpGiYg5RiczxEaHZTmrC0uwXEAMJroKCiEH92T4BWISwA6pyHY6ZAa48Vy+zixBPe6j3ke0z44zPRa9pqYUBucVIEtmMCgtAEY4TGoeXUtG2LWzq06yeMycGTuRzJfwjiwIbIPBU5MH95SSpcVywAF4OgJKYEnszIxE8vZqzRWKAcO6LShF0NuBH77/Hu8+fEB77FhvS5RoXZxDMdpiBOt3Znvjc6Mu72rHEyTzEHRlRbpQsFySFZpr41x1XZxdG2NcMYHWCCEHwNTil4DVuViBYbSJZQYsHf/8z/8C+75P8MjMKHqcgZkonp6e8O2338RwJaNQ8V//z/8XsGrFf/D//H98ZYf8TNfcV+c0U1uI85PMrlJYmlQ8NFqEbexrOQWysySEvzd4cSD8BA+wgJn3t+zXFOb2cMZ7a/j++x/w/sM7rOtKMeajse28FOgiAUKcmooZCGeibpY5XsBsUQoqT20K8C0CEGRyQKtSCBmIM2SgKLWMSj0ZtrV2tAdwtMb9cxEgfrQDx2jY2w5XwdIXuG9YbxuWpaDoDUf6d8I/5DtpcGLYgXTvDWXfWXKbzzI4PqMfEHGs64q1bhAz9P2YOEktlHEY4nA7MEbHslZULdj7gfv9BcM69scD7TgIDt2eMFCw3TYcx4F9b7htN5bBrwuWWlCXheDZseM4IlmkRrZDa2wjXwqFxkvB89MNPfy57EpWisK9AiHUn8vQAJ6RVSG1oo4sJ2xklVZ2AsvgHuG2pZems7itQNk7LQKeESCR4YDNNaAoWFBQULAuFdvtCcu24JtffIMP336D7fYEFAZOsijFveuKsmwhDzFOX14o2JyKOB5+5HB2p9VpLynlrRqfO9nbGvnn2Ivhh/Fzeb8jsy2xdumv5TYSqBR4ASyar+TenvY7xxpZUs0xYldRlgGLgM0nfubLjLprIpQicOdeJAG3xvNi7rlMatIBpjc1i+jjPPj8qd4AGZ+V9p2+k8wxP9cqfYTsSJwQQAIM5+cjfkftwvnzq607sY/zPt582dvf5w/zHidGkQE6ZOqQjtGR4tPXDzrZO46pgnFJ/rwZo3iQs9QufO45rufDplYQXbqMefO5wm8STQflzb3QRwgAlAN5/nyQkDGCGfS57Pjb+81efJcHiPUxOhm0FokoB3A0AkkS+wful/fn/OYI+rz1MSUYPvv+1Prz08Zd103+VwMIfCtm4G9ef71m6Zuc7HYBx4XNGK7fdbHpIRegWlDjvfW24d27d0yemOG2bdhuW5QysiRdzEPDGaHqYiiDsa/mL762Nv2zf/jJ7keWbEYVSctyalz2osrUFCWWJH/LbP/49dPBo0BfIT4Hj4FyPSPX8BTOGO5SU5yHbEy8XiYJOA+WLozgPRgrghyULx/v1DbPOtdYJHPwAPQOyArkQe8nfRo2pv5IlsRJlDLM8s+k4RsgRebB89XgzXmfWrIFu6IuC3ovOHrUXnfeUu/OjmzdiBACQRUXFF1odoOim045PIOYjqORCq01ywEdjsr31jkBHCcJVpcDfQm69L5P9f66VIKAEQzujx3NuXktDiOVgrUKuoxZhgMnwMNUmAQsmyjGBQXJ0Zo/lvPP9WUQUDw7WTAdoy6Adby+fo8xGjqAJ9/Y67I5K0x8xdEBl4KjDaxSUKqilgW3NUAPG9EBimCjw9BGQ7EBeVeAUWAicCfbQyDI9pPmVMxfhuE4DtR1wbJ0btQSor/G0rQOlqnoBIkumgMApgi1OQxjHhJZEqJFTwMRA5M14wTAZRqUr63BL/aIerQ/t8CBBvdNDv+lawPb0Ua2dJaeXKiZ8ZNf/+qX+Pt/9mc/4dv/UFeYndnh7PyNDp/gQwZtKboJZxZWneVVdRpBjk8KyFJX6nSMpJ5jk8S6+QUJAEWWx4CpT+JR4yzzZsapK5KHf4Ap8zX5wX7uoZmIEZ5+PFodTUlJ1WAskWUUBtXDfMb3+OWzc23BEbwggxvF+osuoOAWhakFGjRjo2NkrPenMy7TgbHeaQS1AOIENaTM7zPPDonBAMtuFdPBPM8YimKzRMaGTX0odg7yoMwHAwmkk/sQiAxoQejpRDtcC50KeBhagYz4DCSvJc4wT6o+x8mGw0aWAtmpK+bg54PlRqICLR4gU6h+jBBqjAYQfI3GHtRwdhluiyFAbkRZgbB08DjQe8e2LnNxkIWbTqDG2RnzGQwrBAhq4heHP9b6GHPJQi7Z+MsCvFLg0+c8ndoLqHA95z8/9z2cnPjvCDBiPyhM7P20y58+vaBP8Jbr4Ne/+Q3ynATIjFm3dZbS58z92S9+iX/4mz/BH9slJcDTzBIrHfT0M0ohaFCXCjQ2eah1wbIsqDXLGHLOc/xjXyvXEDXxBMkSmJdblJmOmW0/WsPLyws+fPMBt6cbxE+mhITNGZ1aZpjf5XMRMAFqwPwRHdiiCTXQP7uG02b0N8q0jYWCuUbGg1q8pwjBjSIRhHcMLSgIwEaAYz/YaW1/sNShNwAGUeCp3nB7ekJ/+RiZggS6CAhLFQJYIVDee0ddybIwO/3UEv5uEcW2LCwbsXG6kkLH2zvZccjzzwZG7ziOAxDjGekEadaloHvNxHHYhBHsHpalpdRAiF1CJLLIca8asgwuBh88r6oWlne5s0y+hgSCk8V69E4dlsIE6TCWwiH0OZ/ePUNrCV9YMI6OYz+i5PcM4hIUyjAqvWELSA7I7rmZ3FUAlf+nC0otWJYVtS4syU4h5jwqSuF91AoplXY3/FdRmcERYv0NB3QYNeqYIeCduKNElt7f2L4I4DV1WPWzIDyRAm5Shh5jno+AR1K8MEHkPB9LlBzlPmWSmN+XpUfiAphMptXPfWXiXmCzqynZC2Gj8twPn2gY/Zgapee0JHaCItczP6Pe3Cc4TySfrzsFrKkPeXq0+bc38xK/16sW2+XVcw1FwHSCjuczz8RT2Hj3AEJOhCZKsX3q83yB8+V3iyRp+e0vM2bNexP67bPrrvvb98R5mPeXzNSTpXUN/nEBxC6nq5MlpOVc46fPedWcAmNUaBBC8tHTj4m4+7NnfgMC4sLIie9pvZ0auoOgX42zzM3RWsO2rrH2Y435Gbdb2JUvYQxP6CBGN2KVC3D0lXfMk+n8/XVt4vwewRvQcT5rvFqCeVbiv+nvIX3eC+tXJJJ+wRa+Pd1mXLeuK263G0SFGm4phG7O9eZXX67EmZS3/Jk9B5AVYPSJzoUvl7WXxIQeeqWCt/Oac5rYTq7Bn3r9DuBRAwWdEpM0Zmpz0CQzHHJiAtMrBfLI4GGtF+zg0uHFI1hr0f40BGfjl2/uRyFvFkcu6/Ow8am5JEtluZSDWbvBltKKyJR5OkiRvY4gaX5UfkM66fOG4wDCqTkDBBilpCN7KXQCxwbYgFiBZVZGOkQba/hLaCwNBvqLpjEK4dYQwex94GgH9rbPTIAbab0ijrrJG+dS4UDUhWrh847Rcb/fg+IY2J8WAKzf3o+GbklMZjaoVmcr8M4uZxY13ozOgFkDdAWO/O04QUGAyRxnPiuCxHyvOEpdoFoxjobdBX7seH39gbXRteAhFdaivtqBpTCrtWhBHw2LlSkeqboCxdF7QxEG8upkIyGC7jJCv8MIHpmFeNhgG90+HL0N9LWj9YHbYHtZj8zNEPb30Kij03IKkE0NHscUSIYEUGMg3VMF47K8w/zEocKOIRJ76Vo2NsvtMmCQEG7MIBQCSJRDucAqD8AqAWrlvppOJmI+yjRwE6ANIyOXe/xjuzTdgmCyAGDnkKWcXVrEaLgA/iA0C3J5WjDjUh9ieHQa9E6NhK6ki+YynhkOUBsnjDubCvi8L0iAUhfUzx3cm5rjm8F6PFBYsGkc3h6BYUiDYQbBKIbaTkPGrZjfF8GJklGQIA8dE4OKs9NbAjBjoB02A9ccD35SaM7JGcxrlM0OIERGjUw5H0CApBqOC0TZ0S3OH2ZDgklBi8rPFeGh6gPDWVLjIZ6P+B5I6DlpdBUKBhChvoFS1hNUyj0YmTctOBMVI0pBJfStVAGTC0AUG8Rzb8T4IbJorlNonuUMI45FZWbdWT4HS8dXZsee2eVQLsBOnFUlWrkmfb4dB+q378mqiPtySxZT7Fg//3tmeEGW1GUReSZTwpUiY0oue5zrlhn8rMm/BgfBIs5RmL/jvejlvPBY8P3YybwN4O/l0yf88MMPFOd1wAZt1LptE5BUVXz77S/4CHaK9goEJrE/cw3m3vtjuiL4LYWaRVNAXyTIWWRbr+sCdzITS+Hr14VMYrKVR4Tq/qNf9bXfEeTOTooEVy00HLd1we35mUyhMdBwAlqnvuE1mDttkM8AMtaqKqoUmCLm5BKQmMOVfkwZPEs07BC3lsOtQ2wQeioAqoauZrAapEQHJ3bqtdaohwgjq1IMWoDbumJ7rtSN0AwCmY3XKlg2xXZbYdaj+QeBXBHB6GwcsdYFAiczrof+iwcA1j2CxmA0hR+gUmA20HuA52aQEuWsRednrKWgN5ZsUJago7c2gfExyKa0RlaDCkKOoaC1MsuDRxvojbojbj6FnovQ9xzFghnq1LtcKeLt4uixnpId8Pz0RH2bmGxrHW0/oFJRENqacCxhZW2GZ7kiPeAiB+1AjxM4/XRBaopkw5cxDMMDgjCydE/bSXZHRLtvgCOR/DzaYAk9pgT9JfyrPTSHksl2Blln8DhLObIUyM9E0xlP6PmTcIJEJdiAFuBRjC0wS/1UJezhGcpyP2SZ2M97zQ5wsS4zqZFlTOm3zvOD+RlUYqocU8HZWdYvhYvpW1x0ic4xj9fgBPaAsye1z+8lSKDpEYePpunz4owvz1XIL8junvOXcU2tJdAvMxHqxSQQMssyPRYXrpjW+TlfIEo47zHO++m7Q86bsbfr8JpImmzOeb6mfb/a3HkDlzHkQ0lWnCATwVHVM07NTpFg7qlGDCfTz8zn+vLJ5M1/3rLHeLUWnaGnLAfPI3aRTpt9xjYp2ZA+h1KngD6EJDv9nFd4AoG8icGwFpNhNAGz1GmKePT6NBd/JM8AvvSMrd7Mr5x/L1qQgvdp0zJZkmDwdO0dkXgpeP/hQzBBydLucVZL5fq9gkYe1UwaPv38sLliP7tC2DI71U23Z8aJ12fK843nk4T9BTBZ6r+r3/TTNY/sAZQKlYqpzWLsHLU0hawBosBnQHt6jhGgxiF61gVHoCYClLOLgg2LgAu4eDIn+0jSHCGCFzrrRDwrPLKpRaOO+bhDyjInCs7StbNUlBth9IF+NAw4FllO9I+e/ZwUnn0x+bEARwbbIpBgHLk1KGRmWvayAFuKY1Kcu7WG5h3LtmIpFZP0Ldl4WmHeYY30N+ojsPtF7ERm7gbbyMIFx9FQS4WLo1aFmgElqZWG1hteXl6nQHBRxW3byFIpFaUsOPZXigCWiroU3ESw98ZSBabcMIU9AJAxdIl6jWN0pgiEr1GlPgJK6s6ep3NkIG7vf43bqjiOB47HJ4x2AImUm+OH9sDSHU+lwiJb/ZtffIOlpv7FSYYb4OFSa5kERu/UZ1lUZrZwCCAm0BG7VguGNc5PM4g2outgJtQj8B29kwFhBo0uKVAQwCCU8WYbMPg6mUWTOj2tYABAcaDBIpuZ4BFynZ0sASaa2WHFMULITyAl6JFKEXctivt+j0NVT+qxf1mWkvvremQp6HjaZz//Y7gEgoqC4twDiUn6dEmmqZilZO4Gb8ZOClFia4OBuL49iYONJGeMHmldd66xEufV1BlRgS6nboSWAjU/GS6e7i/vzeYWiLrlcA6mi27nNuHzYp43aVs+n6/T9kS2JDbFGBYlawPuBINVBmolwGIjNEcU6L2zlEIVI52RYLTUUqcRJeASRjQC5MxqsC19Co6mBhjHb4LXAJIV59ajFCqYABYPEnuamfz4kWCW1vQAZHOfCLKEhx9hcYZPhzSA90wYzDlg1QOQDmQ4dHxOgrETRLnMyejsnjYG2QYyHDSxEQyFEPjMIFLghR8TTqJlObiwhFKdIUwpBcPYmlxVMfpOZyucOMnnQWbkwkYK8mFQHOg4A6rrSiHjMT+D62oCEZJOZToxYQMnXf/cJ7k2AaBiTAffwQzY99//luMTQe3Lyws+fvzEIzcW8Z/+6Z9gXVaejULHOvdjak/MknEBtbRij3Id4Y/m+uWvfs3OZUUpQk6DDQvnGpFwL+FgtqNhDJ9NFmp07ZLBBJFb6j1ylM1jLONUTrHetwc0nfmpdyBcTx/ev8fz8xP0tqG2gbosUWob56W/ne+LGwo5byECOp6ho9D/8mQ7DaO9HYN6ka3jiFIiVcG6VrgJ+tExhuHwU6xfaoFuBdLKDBpVgNl6xwwlAq5x8O6KCPp2A949o1ZBXwA1Ra2KZVVs2wJVx+jPKKF/JEImG8BOdVUUS10gAuwHsD8O3PGKvmSXWp4loiWSxAXbUmlpzGE+KNJtDqkaGfeTVbyuKx73j1i3FU+l4H5/YOw7RrvBzfB4fZ0MTHjqDY20BAH+DXgXjAfweGXgVp9WANHcBZwwVaXQtg3oQk0o6akLylK5ebnPcnu7iPbm9wrIPGIpyMDXtpkDWFAx8oyAIpTOUFI3RwIMjY6f7Kx1gggJJtJIph8sc93NYFwqFr0EXS7RVVfRRsdjfwDg3JI1ZjwJlWAQiUp+AeckSvgM3Qei7CBsFmAgs2sMJgtLSR0jDUHs8/zk15yZ/RlsF8BNLvpjP9/l46TNRI6CfsoMxiN09+wQ9lkQOxOXaacw35fPrBLs7osuz1umkc1PNddpgz0A494HSnZ5w5lkmyVkMiM0CMgoFn4sbcMXi1SQQtVX431KnISPnc/7d9iSz0voCIbQpz+79CVg6jzvR/oyuQ8Z710bmVz3f468jXHROZKw0ZzHZMi4+xwjxoXpH/DZNWwNm7Kk43WOzQyxP0fe5PxZ+irXsM2NgPkYhlILemiuinKfbOuCdhxwu+ziqcunlOiAw8QnUH2ds6tvK5c9D+BMykNAocs4m4Oc8JYBe36ix3mULKy8/DrvV59bWZ2TmAOQQOHph2UTmNYatFQ8Pd2gqmi94/HY0Y52GVtNx3eCZeewf+UGPnsCxgc6k9+nlabPapHsqHWZHdLdDO1o7Ja5rJiuhLxlJf2U6yeDR1kqkFGKex7nHrTEEzkO9uiboHlmuTNa8PzF+dkCRIBycUKdtFsVDkge0LwP0kdLULLhdOBzFqw4SmROxWs4HEHtjc+zY7C20pjN6iOyeyUrqxGHFhejR/tyd0FKotOoOratYOyK4+FYtxVFHa0IdBfs+yNYP7yfpdYIXhz31x3vP9zYhteAtnfsewMMofNAY0eaLLNTdSlwCHp0QHM43AYeDzKSfLvNDMzROkqpeHp+wvPTM/as23cauFLYtefTx1fcX1+w7wfG4Dx0dGZKxmk4SnTF68PhfQDLFouPBjSXe4lnhAjMSWaGIfSnYlvIe4Tqd4hpD7gUdBOILjBnl7j4YmoVHI3ZMHW00bCO0xjnwTaMrRA9OqjBWQbn4XSSdUbhWxsMWk2oi5SLtkdmc7SOPujgFK34oVYUEdzMUdYNXlcwY6WAs3tFLaSAp4HwCFS5NKO7RewDM59U1dS6SMjJrZDSHgedR5BWSoxJZPynQVF+f+sNIwSyawhPZpevpa5gJyPMDKLDkV0ePr9Oqjdgxs9Pra2v1ST/oa/SlwlcmDDzkZc7gGPQXwzH5k3YHE6EGWnlYxiK0gFVEXSn2Gai8lpO53z6G91hqmSygJ+RmXgRAKUwyAt/KWYWnt83M7JAxNoRuGEalS+uzBB5/t3Pz+BInEY+ztOxAN4HdBFgKYAJ7ABafz0dAVV28VKBLQX44RM/Lc6eFE0HBLWA4tThYEo44a4KMaMr18cMQNxOc8NyI3aleHraMMxwBOhPZzSCQvcAjS1YWiB4PdM8p3ktjtCSOB3NIqFjF/MVJhp9HFCvZAmCO0vM5/t5j3vMl6CKhBB/wzgEut2i7EJCH65DUZgSC/AwWTOee13msUs68eOAroXdx1SiRNZmqKYoDGo8bBiAo1FDxdywrpVOeQYpjmkL0pFlFo9fLBrj8SaZwxti8OUBRFxscoBoZVYTp22WCdTE6grbeDr0e2ensBSEbq3jn/+nfx4sGp6Ht6cbfvXrX9MORSDyq1//CkVLZPkssmX8rmSNIc747BYG8HfsVljf+sQ/4/W/+l//73G7bdwnFoF/nMuIZhVPtxuggtdPL+hHh0j4BwB9lM5xX9cVvUWziIVzb8Nwb/ew4wt0yfUQN5ALDtEBTchuKrWgLLRP/dMLXj++4PXTK5ltolgq9YeADNbDx3SP/X2xOfNP+ClO0Gj0gd57dAMjeNWOhoaGWitLD5cV4opHjA1E4FUhSu2g9TggRwcCaGh9wPuB/rjDjgZxYwZaHDI6xi7oL3e0pycsS4VoaM+VgmUh+KsKLIsCIKuLCU2lvR8dqmyzXbxCesPYO+7tE8ZGPUp4aJ6oApU+gAi7QkoEDyqKdaWukKwFwzaya0qJRh8Htu09llrDv+g4Hne0+4aPf/M9tucb9v1Aa+eeMgHGcUCM/kpvDfu94/G4AyK4aYjFT6052n2MDggTk4ICKYZlu+FZK263DUOATy8/AO5Ya4Us61w8TvGyCMBk+sT8bZxR8XNFj5I1BVDAHmsGRUeBwIfm7eHoHXI01G7o5lgCNCrDKLpsPJ9OfUiZTDWR6FqVyQoQ8CilRFkj13mxsMM17HmcXQw9kj1GxSZxgrnbbQPQA5u8VDeIgH1VQyMOec6TYXK0I/w0mecQICjVscXhewb8jrH//OARvAOwCQwkeEadWsZTjOnC15ATnP4coGbHtPPMzaRuUQMGoozy9FGS3eu+4MihuHwkbQjXC/fkWRaob/y7AGIyNkH6wTJ/9sVj5/whY7srS3e+6vL6L1li86XRatUni4d+AgmSBoL1kUBCgGUSQATkwjr/TOhafDLYhuXnY/oWiaZkpzIb3GtclnIyXINh6kJSA0LSpdQ6Ky7wxndMoCtL5fRko13Bo2spHRRrXTF6x2iGcRjWdUGzhteXO263Det6w/31zjMp51KApa5Yt5UMTBWoKcwLTHcyJAeweA3/ls8y4vyrWqf8TRr8lK4511P4/P55XOBvQaKfcM1Sx8+AyzevUVbqpJ6nucGasZvo4wGI4Pn5GXY0AHKebS7BrA+2uyct5QoiXUCnhMQyqZlnYST0JPARDeD7a5fgUr0iP75ffuz66eBRoYhfCjGlU+kQ+GzFntsjH+3clBIdoSYdMMZDcQr6SVHUAmbnjY7s1GQoCDTxa6NwBlIeIIJ4lJ1ES2Tx/cx0BFK35IGXGT3YNEKI12zLEiQDAh9LXdDvA3Lj4mcXpQovDjseGGaht7PiMdhN5HEcuL+8YljDcdzfoPMDA6oLbuuG59t7tNbQG1HD/XXH7faEupBNdAYWzJz3AdxfdxqrIoAO7PZXuP+w4HYbeH5+hlZDWSpFGEVho7EEK1q7ZvakHR2//e579B7tRaN+1o31/L0zkFOncTYBbPQpsJYbN+vYJRzcrI3NLivdhAduYwcUrJqrGJASrbIFezvQjgfseMBzo9UV1ncAVKVvo0EPQ3FDO54w6powG7PbGCiFbBKJwI11vixlHADUxyz1ad7QW2dL38jI8Tx1spkiUP/w/A7rtgWDTiFS2Va21GCNOcggKxDnmvd0iNwhMiAhNG/ocADd6MSoKvdEaC1IocOsSsNeAiF2sIWupEB3iKObGVqnXo2KAJVAqSo/e1u3AMxARtuFUi3x+ad4Ns65jaOFZ5Ti3/o3/g38z/4n/2P8e//+//KnHiG/t8tDW0iCrULOctaQ8zVmgOj5UNyC52HpF9A6a5hHbxi9wULonkL5ZQI6CQQlSEuQ1WY5krtjmRlcTz9tmoGT+JiIUlJuv26YEO+bb8y6ZycQJQJ2VwRwQDHEgUL3Pu9hVId2YfB3fXbnGsXUHKLjUUPs3Zw6HmNkJlqw1PM8ZnkaDXQKLl+OBrKJbEBwm4a1LtTleL3fY/wHDOPM1CIcQwXgBvVg9U2nIIze1Cw616mozFbzvTcMIfibgfUwg1YDGtCKovjA0hsdEpQ5tsSEFWkqS6kUlg0wx8KZGdbnctLouKRS4AEicY16dETjojEzaAeq2skwjESGFEEbZMWZd2hRvHv/Dlvv+Cf/5J/gH/yDfwnHfmBdV4IIEeRdVlXODEQIyLsNmGbWMDJlsdF9OGwIzBqt+iBVu9YSmz4dYwbIaoBUxRh7gDrMWjNoIHDw//oP/9/BXKvUMBHB+/cfJuqa+2DbNvzmN7+C+tllFbMwPUsjmZC5Px4YIQLpDtS6TnBUolzq3/z7/xD/i//O/wD/8//D//are+gPeaXmAUC77RN85WVRJu4A2sGyraUuPMdbQy2Fgs03BvReyWApQrCxtc7svCrqIgGCvwV2AKBqoQMdHUohglUrPv7wEY/XO452wDsZ316DJVc2BvLgkZpANfqY3RVLu8Pbjr2xuUbrhrE3tH3g9fWOx/2B0Q2/+PAe99cDbo7b7YZt3bCUBQ5BawQAn799wlIKQcxjx+P+CnvsQDvge8d+NLT7HfvjjtE6UAXb04ayCKBAWRc8vXvGh/fPeLWPaC00nGqBi+Hj/cDx24bR8/xZyDbtA/cX+lHv373HUglyPV523O87qq5Y1gXqimP0YBQUSKmwwQTT07tnUv+N/irBow3QgWW9wcVxHAfa0XG8PGBtoAJ4ut3w2B5AaFDu91fcP72g94776x3H0TCCEbQs0V1MKC7+Eom1DBbEHB3U0hzBDtWlAqNj9I79UCwrIKXg9uEd3qmi1gWPfcef/9U/Qz8abssNz7d3YectAIESfPg3eAEw4ajcqxUFjhfsGOBZ7gDo5QiGlckOHGPwXB4do0eCwz28oWCPULAtgmEFtNI/nIlsMsDKpbRaSwHqgtoarNSpO1pj3Z62++LguNN+RVVF2m7L8mnQt82gjrYyEp0Z34igLqnjFULB+8H9GJ3WMtBlt+bfLVD7fV0SDgxlxqhFYxZxGgyJhBRodKQDgAPuC0uwFQDk7FwW41qXirrUN4yMH3vmzwP7894ySNe/fbw8k0L4W3VbJqsngaIfAQ5mGRjoM2Yce/3dFXz6265Mqp2aRmcDnbNT32mP5/suNjrjZcq4RPzK4PPtM5lP+2lzDV9sjVPbM4G7ZMx8fiVwl7Gb4mJLIs6TYFDx7QLFE95/ECzbgePBqpp9P/B48Pxf1hVPT8/xOQWlVCy1YlnYPMpRWF1RCIjV9gQAUGc5suMt2FqmTlkybU8fZfoqUeKc8/xjXdvezO1XfjdLByWBy9OujvCTJd8f4/R0u6H1wbg9m34s1HyrWvAYDaVyLWiUGnZzljD3BG79EhvoTAaSnQ9kBYkI18t0/WZpyGVfffZsyf6TAOTL71PzKLuNnVE4zo4BoXfDkotYvDOwUgZtEdglyMPPGKdeg2iU/1xonpa1GnGIRGCF/G8W3sb3qDrcU4BWz8BqeGhi9EkrwzBorShrxVIWfo/FTl9W4GiI+iM6pcJsWrcDUgVjYLJHBIANJy3tsUPRyDpqDY/HHY/7Ha+PV4y242gHHe2Z2RU8PT+jLivMqPezbo62D9x9x+u+YxshZIhCscMxcBw7HvsDj2mgEOijwn0FhIFOXRdIoePYesN+7Hjs9zML4o52NOx7gDLdJlo7/OwMNcwxXED2Fw/0tSw4NplsL7MKWYTtarXgcTxYrhELQlAhunJetw2AQ5eoiXUKZGrh+jn2BmstilsLDXCtZJiNjhGwSzF2TDlGh/uCBsCPhrUIShEc+47hA8tWsawLBESr13WFwtEeO3of1EBSiVaUmXnjcljXlXTeUgGJltBP76I9bGWXGGVmD0qFAPE4XCUI3A6kAF/2KBGJcrrImPXBGnEEY2m4T3Hyt7W1Zw06D/agFkfgRo9PIpjN/cq1mgE7Y+OsuRVkZzqPzJlly9Uoc5jZ5wmApTD8H8sV5wTi/pwtZ4EY94I4f2TamARqaJttCkW6Ae246gJR86oFS0CjmxGQBj8hoQAYE14xMqESPEyn4+qcfPEI4Me9aYkdf/3Cv0pb6RStd3Mci0Gsh/YP3n6Jg7Xl05iS1XlmEuVcLsEyKrWgtWibnlTqMADUDGHZR+/UjtKiXNOiKEvoanWutTRQ1BfJsmEPduTjdCInGMc22WIhLo0R4LVM45eOVYn7d8mMDfffbg/W48eAOwCoYINi9RAwHnG2DwZ0CUyNAOUAQeYtJiPQaX/c7QQzdJz3FaOkTkOftfIUhuB7VZWsI+vQsjDD2CN80g5BJXApUZMumPO0HzvW23bOl4VOF5WWeOakPQOQgQ618861NXPrPq7LD+6GoxnMB9AuWcZYIyPWD/WY+K7vv/8e/+n/9z+bAFIfA+u2YVuXKD3g5//Jn/46QL508oJ1UCs1tzzXfzIOWB5EQLwCtUA9BbbPAM+NbqwqxXn/GK73z888Zy3ZeaFLoQQAtlo5JzagS4gBa4F3Bu0d1BjZtnXOcXZeldYxenb3FNRS2JkMOAOEHN8I5TNxVlRxHPSHttsN67qyND700KgSoICeybZc+3mEkO1GJlUPHaXR8/UyRcBVKVS91IXMaSHIfowWoLcQUPr2BnVgHA1HCM8jfLnhHb0dUTLEqwhw2yrKujBnUBSrCgqAl5ePPO9KgaACXTFsoDX6detSsSyV7Ki493fbE7Zt5XmmBM6rFBz3O1vAr0uU+lBfoiiDqFoqjn2HFmDZVpRlAdQx3LC9e4JqxaePH/F4eaDtBOD/5Fe/wrv3z/j08RMswD/rhu/++js8PT/j9fWVHQct/DF3HJ2BhbujPypG577Z1htKLdj7wMvrK9roWG4rtBYGcMcBrQV1q/xvZRDDMtLv8U/++f8H3gaeyjO2sgHd8Pp4BTCwYUWBg2kxhcCgGKgIkWqk1pEF08jxwAHE7xcobljxXG549+ED3n/7Ac2B29N7vP/lr/HNn/wZnn75K+jze2B9Qnl6Ql036jMt6fes0KXM8h4gSpABEFziWp2s19gPTHZXqC7RiptA9JjBOJiZ52SGttiYXR5HBH25v6KXCjB8avaNsJ/ruqEoQXKNxABtK8u12TgCs2RKvzDmf/hL6gqMhvRXBoDqTv9adVaQ0F8xVKvQSvq0OdlAjP1OQO5rjIyztEwu8drfDrp87TN+lzGbNi5cs8+BI8mQFOGzeSoRpCwJqEsT5WYC2tj09BIsoPSHn8x3i06Ncf/XhjmfPxf1eWx+zpi+DH+flZvzvbE+CQoA1+Tn58865nPI+SszjA6oNHQVbNsNR2gQpl9HuZTsckcfbAygBLhTlHI1nwNvTFwPLLVAb/x9UcUv3j3jsXfsnWSA2+2GuoDJ7MrvYyVbjKpLdIy9zqEh9QiuQFz6DmfFi5xjfKkg+XxNfhUkMp/snR+7zoSMs/LFCNL3WVAVazSCi1IU7WB8qVGCLiJ4fX3F0/bEMYPMec/JTrvqHlUlcc9qhaAdW7MhGeVTxsdwLp7rs03A/HwOAJNRtq70Lf7Bv/wn+B/+9//b+N/87/6Pf+s45PWTwSNJ4CgjFuVgMQ6SyD7WeLh05i6TNhc7d4T3i1ibAVO1P7KvdB4zdR2B8hvmkZyAT6BzpehE9xMYsaDHG6iNIZf2mbyiJMVjwcWz+RIla0KhV7cxJwkQjNbZWlppKEbraK2j9QbYAcVg17KjR8a+wyEB/DDTxqxIQamO19cH+krqbA99o7oszGyn8xnA0WM/0AczUu0YkX2yGF7BbXmf5doQKbBueESrwb0deNwfZK3E3PTesd9TyJTGMDvfeJSLqOpZ5pBzKA6VgoEBLA7IYMDVO2QovDVgWS5d2DSo9ohuGyzbGeGY0ug27Ecj6qqKFCBxAQYUKAsBRidNk52YDH/x3W8hbti2BWsRuAnqAI59hxRnVnZw86lirr0eIm8QmcJ8LLFh0G9mWLcNt+cnLNsGh2K73UIrYIELw03vHV64joYLyirwYLokX4xjhrm+RQUo6+wGNjP8ALKeGREUqERbbNhc1/z1mf1hNyj+fdauQ6L80FAksoQVEC8BdAiy64L4ZV/FOp9Zn/hRiWxFOlh/FJcMsB08MMcZmONCcfMQlIsjSCXWgZ0gUBrQ1o4pem+hndDbwBpstD76LEnLwDdwkAuOFLm7r2Ws8vXXK3/HB3oL+uRnem6jK+Mn7z3Ke76CSDnSWUowPtaQDxiMYI7n/SYwxj17FKB0stdcL7XjIgzEnAwizDXpGCJYlyh5kdRCihIKR2gGpbPF5gWnFlSWn9rlvAXoMJXTgANwNfQ2wggqCpwgaZwJWfM9UqeJSCn3xlIwd5tzHYzI+HiwIC3QEb0w1rKpAp/VJqiWZV+zQxUEXiQEEPnsJsnyMwjKLBk2RLm1edDZEbpyHtp2oXuiBN2KFuz7PtmR1/Xr6QBmxuqNn0Rtrh7zn2V1wPTNwlEjAKdCVpeZs3NKzJnHvP3T/+Sf4Rh9lpaYGdlWQq2jdV3xi198i6en0IKL9bDU5U0gAYQgpUcJ71z04VvEeSwR0CTLLEtUr3HGJHv/HcHJH+oaUQb/Zjsncp2+xey6d3aWcjiK878Djte2h57LZVJVUDfa1xpfkOezuaM3Mn1KKViWBUsw1AQIdkQBnDZ0eIIAQHagFeM+ypIeCfvk7pCDQMboO3q7k+VjjlJDv8MOaAF1jqL0IbOuBTU0bzrcgHXbsG4b6rpCfMAG2W8j7GV2qSsq0Fqw6IpD2Hnttq6o2xr+AqJEu6DfB5nAqiiVyU0Mh2CJLPgNIorH/QHs9D3WZUGtK0Zn0so76Ds97lAt2EplSXPoCdZlIVBUKl5eXuAQrKpkKRVgb4alsoPe/Z4GVqKDXoVYir4ajr1NsGJj7o/gVUkb43jsO15eXnEcB2y/YSkbSz5q5d7BAASolawPlEJAvNYQ062RBON6a63hh+8/whuZDBpFaAXCapzJOBooKMFg7TB0lsjQQ4IHy8hgWLFO8J3vrQTvsuSsKPqjEbBTgURnOIpk6+wUp0qRbhElAztKySNE4OXOZ8/S3YhRbHS0TsbPsiyo4jNRPZtWxD7TSN6J0k9IH75HJ+I8XKbf1qirl1p+pVZs24rtRm0TiT3fWotuU+UEk0YArPYWwP+5LoFAy4pL3ogg0uhMhoqcCSO/vuatz3Qt+8rnOoP1C9ySQaucv5926npfXwVbfvw8T58qX5Ix5XyLn1p4Ag/Ny2TNvNVzy3sSXLriXQGY/IbLsyJ/Hv82y3P8tE05TvyTS1BOACkZx5I1O/w+EYKWQJa4LbDRAOs8j4OBk42fRFKXkvHb3O+fj2f6Ciq5uM8Bm/OUjKtzH+RVi55NaGIc+0FfoDhwWyvgPC91GSitzqYCotEVTgUuCkmmN841kUWQqbyY1TrXZzhLrXh6zXlAAmEJynwJGOWa+Sn7MO1pMvjfdlWkf5Rlkm6GY++okRQSVdQqp4+qCr1trDyZc4FLsxGnDyapYxi+ePjnnAoP3CXGftgs5ycjjXql4WGf91wcCDagHQ2td6y3jSxed5R1xS++/fB3jkdePx08mgHLuZklpjiRPyL9l9gzM4I5QLnS4o/7+Xl8KU1RtpiT8Oy5fpnXyGzBvEK7BSDQk9Su/GTPVstOAEzcg4rNiW/DmfWLMq00rBPBy50enzghpxA2ZYyTYAAN9PDOchcHxyQ6rrV2ELDo1ClSU0AWQAT744AN1soTxInT0GmGzS2Ap4b9cbD7kJCi3FrmfxxwxaKO3tmJAzgo1rVTC2k4O4P03nkfcdBkt48+OBaJhlvvMFm4+EKXg0EKOyDZFM8O7YnB0IgCIRmlLxnJx1g6dClYlgodAzI0UH2HD8VoDXXd2BZ7NCDFBZPxMShw22NhDXf0x4539x0Oh67sCeKDzkCJ+RrGmmiLmt7UUyE1E5PKCXe0xjnqRwdEsKwLttuGdaVeECyEc5EHiCHZKz6E4t2gY5ghowfSm+XPogmqBTgTrIvMyquQPUTQQy8HnsR+4f4rsU6QB7kocTecwuvmUWoSLDSBxv0nWwbx89xf0TkBmDRZ0exC55HFOPVGftYr9dBwMWaOYEFqPFd2mUjjk4Znzk7sZ5vaCkdrOBpZdcuyYFnWABvS0HIiadvfGtc0qFlSk+g/vvSV3hiPrGGfdjydsQi2aWzPIH5aETs1s0oaz3Ry+AVny2W/PC9AFkSlBlKK2BdzoJCBUGWfnydcIAA8zpcTQANoSNUucodu830qFP3FCIYXQkspsusCil7HLZ3OViY4864TkAOBvBrOfylKrNkBK6m5cjLn0gnO8tPrvGTTAXef2kpR3QNzgmtEeQwOdmiSwpFWuZRbRYw4nT56gAEKnbTpWZufNs4I+tTY5xZrMRMj6XurMPhsrYGCoi30A6K8ywFDB5J5mw7WXE/zlqaDCgstuBjhdFqT8a2FrCKyfDgHZoZPH1/Qfcxz83bb8O0vvsUYLIc1czw93bCuDJZLpftVorMo/HTiOD847/sylnmzAuq+ZJtbvsZO2xLrI8uD/xiu1s4kTQYOs9Ml3fe5zhGgKLPs158DPcAzOd9FQEBoR8rUWwng0Ch+PwM8ZRg/LM8GCWWaGMpIwgkCPAr9Imbpr4Aef5bNO8bo6FG2qYiACQQ5gQCdihAoKWciwkUImhUBtgosBIX6fkd7DBz3jt4cUhfUTSP4BqBMlJWFmkm+rjiCzViXAmwFuwHYFVgUta7Yyo0l9DC0vYcdriilopSBUg7ABbVULKVgHA39GBQvz5LxolhqAVt70yjnvkP4EeoFpVAQWyswvGFZKpZ1Ra3snicrW9VnN1eV8FMeO47WUGrB/fVOYVUAy1JRFoJDIyQX2t6wvzhum2JZVwBMcgxkMxraJtoeQVkWapwsS5x1BAXv+4FPr3csYAJQKJpG0A/UitP0RcDSpZEaQfAAkCi9wFSeY0MeNTP8JbzkPF976zjagdKDzcqNcZ6RwqSNKM9BCUZRUQ0AmmvQAgjSUmAzsOY3k4HtKDW7ZnYyOEM/BmDVwEzaha0xQyQN+e9kswKI+HqQ6BrnsgRQeHu6hV9I3zqDuForfa9BbTNLQMr/bpbDH+JKH/OCJ4Q9ZMl1MhYlE9Npsz67rsBR+gHAed4lBqdfe+avgEdxc2//+flXT1zgAuJkNH2Jw2O5vPEbLojHm+871+35VWdCD5dY8ApkpDt1JvF45pXLa9Lu82fJrg5uF5L5b9fM3+V+3gADORCWnb/C74FMKeEpi+LGXXsBsa6lzNehvqQFw+cfb+3QJW4nE1Iu74h5D3a9qLD5U2TqpZLx6OZTUzi7kUNCgP9q50/ncfpHczJPVwZy+dt1SqlxG1VD+GyeLx89qRARv6df+FX//PrPC0BKe+fz/8wxx5frXiEl1wyvUgqsO3RWQtA/53l3Aoypn5fiAgJKY/DDdX4H4DAJn8Lif2QGmTzBJz7DZPEApRvWZQtpoGz089PZfT8ZPJpeOeTcuLkIo2wN+dDpwLgyqEmEbtCpEbfZBSc+KTZflB34ue8xHSBDD7HoWXKV5TkxZiS4xKDNCffpmFGfSanRJLz/Y7Ct3lIcSznb3cllI8/62Bl3xaIcV1ZJdMhZVogbjt4AUWitqKNiXTeqzV/uKz+P4AOw742LLTZD7zx0ahH0YdiPjn3vaAezPFx3hYBFBBYiheKzR8fr/YFysBPH4zhwHDsDngCLXu8PotPBKmrtQO+D4p7R8jDb0RNsSFvKg6nPDDyAY7/MZzCGtAB9cGKUOj7m7E5mVuGoM+s0QnNK4PDjwHJ7QmsKP3yWey3ritE5X+jsTNDhU4pubw1VBVtRuNY4XLmuLILGeQZyGpnhCnBBtaCWEllRZp9GdI7RoliWBbftCe3YoVJQFzq/ZN6dSLzZCRhZODougEcHJZHQD5iA2plpSMcvW1NGRSdOfZt8Wr7anFmWbNN7AqeXzjvx6fmM3YLl53nwSYjzGTNxmtTwWJvDQD+/xvbnfiwq+Ff/pX/wd50cv/fLxoCWeI65RxEYT6zPOFQpLl6DyYirH4DckHWpEBU8Xu8wN2zbhtttC9ZcZ+eWyzh/3Q1kEDuQ9dD22esvxtodM/91CfIBQMbpL4gk8MlfsuX3CRB97sCl4B79s2kqP7vLBGhCz87JoNEQKTQ7nUOAgaAKuxKpCoObUjBARo7kWR70fOsjNpqcjtwYGOl0xTOLgIzCwbUlVQPEY8mYpIm2k74MZMksM8CCs5a/hFNqSDBthr50Yi9O5clQdQZRcdYlwKViMKVOmQIhbM3iMNVovy4Sn30mMDwD5whu1LPFtUzMeIxBphOyxOgM2hPU5jCFY1oE27biOA62ffUENpfpwLIpg1087itTLeZoGtcBOAF6BwOG0SlubT38ORX8xZ//JY7Q5sks6vv37yH1dDrWYHQk24bnRgpkFiyVTCmVwq+WWFdZ0i4ApkMdqzOcGpPovJcDlz4U/C3bzuk8FlH85/707391Z/4hLzJ502fBDARoC1MFkmsvM9Zwm7YLCHsRwfQsk00nVxVF7PSt0/mEUD9C+tQ1FCjPyWBNZOKEdiOc8fyMeTjG/RqzoXDQLlqPEoqLE21n4MKC6hDAhwAj7BjjDqAUFCHYUrYbugqKFewP4HjtOO7sJlaXDRWOZg4fgqENjgFZV5SnG6wCzQaWbUO9rcCi4fdUwAq0Lli2GxZdYWKw8sDeGnYYnt8ptFSo1igTFSbBwj9qxwEf1OxatwXbumAMQ5tswAisfZAhFPUvDoMoQR+tobtTVyzbgBVQJLwUJEhsw9CPhn4cgC2wdufeqRV1LVijU3CvC56WBVg3tNcdjh3DC2qcY2MAWV87uqGNgcMGGTgbS9ta7xSv7x33o2HvDRuE3CHvZIGKoiI6pM0ESezPWC8XL2PKKeDN//LpCCsBbQiO/UB9PNCOjqV1JidTE0zPdStIphnP11oLaq3ByGOwpVGGK1p4uuXaAkva0g4a/wcIMHtEw5viSuN6STYnyjGTiJdA0sBOUEMsyncIZq3rimVhcpXMMVpyygM4m/BEotYncKW/U5D2+7pKzGe68OlPvMksCDATEF+5JgbjZ5x0ehjB3klfKZ95nm0/fn3+fbky5vemN/PZ51yKQ97c1/Rhcg3721Imub4hg39gxjdyedhsXjNfH1+cDR4sukUlWCbCc9JM5/s0k0sBnHBNAiOrAJA2LsEem2N7ypOcvssE5i4xZZbblSjhTOBLwCShRCKBdtZnbMvsC9PS2ciKr7fYIoKRJPY3PmdiACFarwoXNthZ0m9VlkqzS1kClFePOOU2nPbmzRhj+mW5Bq4J4OlDO6ZP8Zm7+9UrR2EGhSfShumfXj7HPZN9Qi1BYTw8Qo6AXYhPW3wNMjK5NWDBPgJjbcnvLfQ3YzQm8wtgzO8KlSTlXLo0h+3NuTpBvjmwX1ynKyXzH/Ijr/3a9dPBIxWWBADzkM4B4oSfNKxpXgSTeHUFh5Oidgpixm/cA40FENT37Ls4W3ciaGJCUABpJIDT+fZcEHEnASoZClwqdN14L9aB4+Bn4bJ5kCKdCKcuDxtExxnDqoqj0wEjj5UCkhKlVG8KVmNGpzHTQIqDYp2ifveXB1QdtVLIsY+BUiieue8N+94okJmtWAVY13cAqOujRchwso7jIei9RxaMHcXu90fUy1CAe9939M7aZXdned1hkPXc2KqKceywMqIGmNkfj7HhKZKznJfFxlWg9wkeSVXICvijod0jpgzHYL2tcZA4Wl+AWuA9EGkIW96+ewfrK+5O/Sq0MR2wCmA/DqyloHXDUtiFJQGaFGzPyx3QsqDc2GUF7qSk1wrpp2jvbdtmm2UPx1nRoaUDMiiuq45T2ylcJwWsMAuW2fVc/zPjMzMxDkjBpS8U0stWqQDISMuDurgCHgw17yGOyY1ftJzdvuKeU7dlnhYeZQsqGCA13/pgtsRD0BE0UtaZZRYXyALqOA1qOv3y22/wP/rv/Xd/yunxe71eXx549/4JGeikg3ueMR7uL38GeICVAbAhqcMM3upS8fLpFf3YsSwVt3XB823DGB37oAbWuAKnP3J5nFVlnnFANh5+i5DLabQBIIPNz079fLYsFzxB0NN0CgDTgAucBsbj/GRGLA7LkwTDUt+rkxU/F1HUEG6GR4emOCvsaKg1mQS894Qp1B0YLUrBGkEQVcDZBWt4UPijXBTlBE/FHH00iNTJdkxr0Xs/QTjlcPXWeMT0gbpUrFLfAP8slagMjyTOddUAea8ghaKUFa09gNJQAHYnsSifgaMsGxLoFze2bZUMCIKFm+LYY8A12rGXfLrLKRl2k5lqRZl+NderegDbYCmSDcPhB7Ztw/PTDU/PG777m++xPT1PAU4I96tLFI6Lh8N+UtLdOhxkwE7mhPBsTGf5u9/+Fn/1l38D6+FgOy6OBghYlIJ/+K/8Q45d4Xre94PlO3Ncgffv3mONblT5fC3KtnPpi8ik1veW61lxFneGj4HBEhXx+d+5cN5sRcGHp3f4n/63fv6z6Zx5TCAOANehxflrI1g8XNulZJv7KCFXhVaJUnOFq4UdBhDrmB0QMDVcJEodOzABPO4vrlOyiskIYXwYmclw7JMlZGoRS/gsF/RkCorApUCkxvo4J0GFey67Nnk4aVoZVFDiINudh8DwwXImEXZ8dCwoHp+RQYXQlqsWbNuG5VYJEC8LylqA4MZoMH2y3Ot+7GhGbcSyLHi6lUs2lvpmj8cDPjqKCHw0yOiQMQAd2IpgK8DDBop0SHWstwXLJmgAyu2GR2t43T9i9wee3j/j+f17DABtP1C2DcWVWo4iWNeKTStGoyaiSIG6Qg/D87tnuERCqzt8UCdJD8OH5Rnf/OI9np7+Ao/+CvM7mi1YtvcYH6NEDGS8PdqBNkLvMUH+kCIYPYAi+GQONQiaV9Sh02KmGHYGz+cMy6WUzVBR2JkXZ648ba+EwSmHAq+Cw4EtmDizG5Qbzo6e3P0ldIjI3logGiUXWS7v1Mw8NRo0TOjFuAVIwIQ2WcUjSpllCKAGqM117bFR0z875S9C2iAawmTiZIkSOw/tLyYbKUmB3qMBDlnsiH32Y8HcH/oSkMlpEwRABJAJAKTtfdsJLN/N6wyK+V8GxddnzGTkKWHCLz2bB/yuA/J1v4u40JlwSH/wXFs+hdZPpuf1u0+wYgIwWVEx34cJTmSyw532VmGwQSmOFIYv2TUTkRSTK2nicu9CWRU0v9zTOeYS69bcsUSZuBgTdqmhCJzAxhWgy5JPB8/g4orSJboPtpAzwBn7msxzJP2RvHeJ7nIjbYGf86+ZpNAscZfJAs7EukoNggbHP9NjU6YjQQ+N53q7lE6gI1577eoOzzheeCbkZH0GFF6vz1dS4oui6dsm2JF7IF6omGCwKLvEQamBtB8HlrqQuXgpceM4sgw9K1LSV2V11HXePo+pz8/gKuWKm6DdBUR1FwKDJRGW8/1vsNbLfpyEnK+O0tevnw4evbkLmaO81Io+MjjOmSYrhnrTQU0TgwsZGAa7dOlyJNQDYLIlxDO4HvO1ns66jWiXxz/nAe+QMLoSXRds0NGUopBjRPCRAYjg6fmG1qiIPnxABlCXBaMzwJm3Nwc4umAp0AcNA9PzA0Uc/Tgw+nF2aIoxslZmu/TjCCOzLHh6XvH0fIP3QgAFJ/NoXTdma5Ybnp/fobcX7GOg6MoOXEsCegz6zQTDS4x/aN30Do8ytTEGO1u4Y28HjXAcksMG2nGg1CcMVPQOjC7oQ6BrZYAXQIwKsETpyjGyZO1aynNx/GfL4cv6rgXP334LUaFGVBHqBxTF0TuWZYEhDYtCyoq6LhgDIe65YL8/Y//0A8bLD3CwkGTvA8/D8PHlgaNVfHi+YVluwDjQdkOpyzzg3IXtkl1QK9ddrRVFFBodbWqt2LZow1uYJWVmnyV+Vix0SgzQxt2khQydWQuWOh5CNkQYM+p38GAa5qgFMzC/lhokMl9rtJ82g40TVLOL0n8yL9xl6hdR0E9mDTsMFP5WABb6FyrwWrHWcmkRTwNbFgJQrTfYnU14JVhpI0ocf+7r5fUHPL+7XWzKhWXjAvNGQcuioYNDoJDZWmY/YcaAvQr6vmNbCsa6AhJMjL0BitDoofaIKqK8FG+NU3y/BWjoQDguwBV4PfaDgR1TgJg0X4TdfGMY+Uds4Op+DAAm6eSPyVgQO41QdlZLJkt+Fh2tEKkOwHvOey2QWlCVLVQtQRwl3bpUxaKC4gbvRtBIyMqBAd74/b2fwqF14birKMxHZDltakh3d7SxR6mIErA2g1jU8n+8k+qrASUYuYrXEh8TCtJLzEspBEmlEoCxThHo7PCRoKyFI/Im0BaZk/AFLT8Mg+S5oYJuLHGUqOcf+f4ARibj2A1mDerLGdC5w03nuR2LKthX7HjmcgKWT89P+P63PwDpGKdGnnWYSJzALCHU0GJzAR5Hw/pUUReeLcdx4D/6D/8j2GDSxcLBEZep++Xu+Ef/+B9FiczbqzfD68dPIYSs2MoNspaZvU8NPwKpfA8zoeecAZjCtIQfU51cZgiKBDRswIQ23F1RUMHW2h4gV5YA4MdijD/olbpUJRinCdK5j/gT3eku4rwAIrAi/Zwd/c557p1MUHeb7/XoWPZ0ewpNMUxm+Fy7l7FuUW6Gy8+vYF7+0UgwZLAFRPFFXQgEWoEP+lsiAUwjEm0ZnIX/BGBqV1HJkP6itQMdih/azs6uo5PdEYmqoYOdeNcF3QlIQ2mbbk/v4Bq6ayp4HPu5f0oBClMyfRj21nHYgad1gRZFHwzuW7CJ5Dhwf9yxiuJx39E6C7PIfCmo24anWtB9AKqoa4hj28D2vKEeDW10oBL0oI7JiGYebKBy7Dt9XEe0MScLf1s3LFrZFQyYLAYcBkfDGI77Y8fo7Ly4rBtMwLJqA2opeP4APB4N5hXb0xO2dx/QD87144cd33x4h+dSsWhDtQ73hr/EdwCYTH2uz7jJDW00vOAF77CiY+Dd0xOqKrx34AASxcsC6uCCQqB4jw2OAw0ec+wTntpt4DYUW1mx+EDtA0uARzboR/ncxwVaQA2kUqlfFRn9DoF5R/FkimfQI3PdXa8SCVopFp17eSVLzn3ADWgjOw3HevazE7Q7S6prVaQ2nQZo33ufkg+WjFs3HPtB8WQbs0xH3gSTP++VJTZZ+ppFG2PY5QzAGWTiHNsEj78alOfeT9HyeE0CNw6fUiJ/2/XGt0zbiYhpJiiYNjJKenvKmJRZKTF97QBfUgv0C3aTUCw68SxKhfQ3YNq/yPUmeRzn/ZlEyO8mID4anw0ip8zA5X0+k3jCDs3RqTBfVxyoUuClQAawoqAMQY2xpNZ1ABj4nAGWZ3T4e+l/ZswCYTxvA+7y5n0igqXcYJkEw8RCYNH53N2i+ZHM14wYG0Xai/xNx7lAvlwoEvIuOYBJWEkfTWJfw8+CvMnsRcYIPktZc8zZNRBM/BU9WYgA+mCnbpUo/Y3vVvsS/hzh8wLk4BL3yLEMxth06vEWX8nXIUEkfgokk8b1dCYlQCxiSfO9078P+y4TyPh8HGPu1hUOx+v9/sVrfuz6HcCjK7LlU8gQYFnVGFneVKBlhfvBnaus7fNEx2LjqmA6L+lslGhpCZUTkUOUAdjbjQRkDESkcYExyTUMqIXlFRhYa0XzcDRvK9FWG8AUjw2RR5xaDxYtqcfg/WnJbmcCV4PlhI5xfpbRQMIokO1u0U7XcX+94+m2of3NX2NZVjz2I7ShBN9//xHvP3xAfS744a8PuI3IxlEnaXQKcPU28Nvf/oCXT3cK96pikxsgwGNvOI4eHUcAawPfvP8l15CxXMwjgDRj/fWxt2gRbMyeoKIuG7NEHsFeVdS6oSwLXscPPDyUHS0MZKB8tkgwQaSigC4Ej8xYvmYOLxXy9Iy/9w/+FI99x1//zW/JsLIRSCmziPcfPqLWFeu6gswzAm7318H7rRuW978E6g1+/x6jHfjBDe31Fb+M7jFT2UFr0KBL6Bxc6IQRnDHLVYJxFZTTpHIiheW4D1wrXh87tDvWzVCxoeiKahWwDl8E7WhTZFakwM3QW49W33QsR6jp17JGoFiDxk3Qw98Mb1JCCVqosvSjaKWOFyxewv1lw9CiZCj3abZEXnzBWFOYT0Jo3sIQxzPaiPJCruUU4e3JV4163aX+9CPk93W9vLzg179hqYpGJ6PjOLDdVowBZhiDpZDmSTz0JnAaIK0SgEfH/eWVQukh9tt6x9g7np5vAJglh+ON/trMSuHtMf2mXWqWjAS4kWWHIuC9mIeui0zq6iwZyA9Oqx5GV93PzGbuQW5+ZNbX3FFmVpZ/RCxKVnHxYtJX5BcOONa/9/exfvfX6I87LJiKH55uaAdLIATRNGB0jM4ObVLYPbN1OuT10gWiDeqWIMqWmEDrOIxWWItiVcWGiuIKbx3HY8exHxSf5kMTDGsD43aDjsFOO4VAywCd/eLpxJzPh/nXBIY4pkUrUNNx1hM4irdY6IEkwCPDoOXcpBpaBmaOMoCtKNuvWkMtG1mEHm5bfKeWpJ/jdCzMJ+NICudeRZkwCQdoWzeUGqXANjBsoIwoh/WwhUJg0S+gxF/91V9h9IGjP9CNZdSPxz4zjQDwq1/9Gr/59Z/QcYp5u92eTjaKOXoz/Pa730Y2lMHesmx4er6dyZxh1ClJZ2uwDo6YZrDlIjixkaWybJmd+BxL7E7gIhNL8UaQBbCAYFLYHsfspvNzX5kFZ7elC0hjBdnhjiUHqeeC6PpENncpIfgMQSmhPQiZIPgwJoY8unCV0lC9BJswANzhkOPg+jSyTNmwhKC55L1dDjBHsvoG0Mf0jVLDUauhWEGXCKLFgc6OW+ZpUyu8A0MGtCqsRzfX0WBqkGKQLpGJdRyHs/NhaPUQBFSKZD9tqEvFURWPnc7xAHDYIJvTI2ElgAsTA7WyxLMuK0wEm3cCOUI9yHY0tLazNK2QDWXm+HS/M2hUxbIU1JUajboovFSoVUCVnWKjhOTDu/dY1wOPo6GHpuCx7xit4+gET3szoIeQqxoOod82OzZJivQK+gySmVw6+sDjOOY+3x+f8PL4hMejAV7wzRD8yd//l/H8VPD66Nh3inAfvcO64+lpw+P+QOsP2DjQjobXT6/nOoXM9ZfXVOZyw7qyLHB/EeDhOPBAw0AqtA2cTWje4R0aDlBUYMw1v2LFsq6QWMe9dxz7A79WoLjgfuwsZ6wFy1KAsWLRCvTUTTqQ3dKSpeePAwi/5Gh8LoeTlaYF1g+0AI9cAFnJl+Le1Lk/c68WrXMOYFmOQqmFYo66lqldmULYqR06Q934WTsajuNgsF+y9I7MlNQL/GO4RC/+hUTjoWQLKRMRn4NdtHWfNStwx1mi+xZcml0f/zbQLOLD/PxroE+MIfy0lEUBZsIDoVWJUoDoyDj/JHARybMJYX3lXlJvN9lm52syOpc3z8z7S/j0BM3K5dn53ZS2mJ9z8e0zRqAWTZSIzgRo+B7u8GiGM7oDhQmeKpW7r3EHAnKCZpE4Q5FZNHQFscxs6r+mREWW1MMNxXi2yZtn8XnPOcITUFwWdpfNBKYIy9pjrE3KJYaPz0oGz5suYTxTTuLxJakCgXoJLdgS8zUwOf0iCFUaPqowprTBZOVVG+3za8S9WT7nm2TOCb54Jhuz7HuubXz2ejsBJGFCf7xZd7znBK7gCvedsVcOkqU9pn+bfn0Ojl870xnIAv/8Olj9I47Q7uPZ+Hi94+X+Sg0+Vfjv2ADpJ0d+bW8AWIdN8V4+UoKqGc/IHOM8kBFBGwAUOnUaj27ZdpVBvkpJCBIxIpgirQC0sBOAWo3vCNCpsEa6e6J9QYVDOG/Zttwu1NH45t4PWLcozaHHWkq5+FIpGRhG3zxKkxy1sOI7qW0OxbCGZTG4OgYjcTgM1g98+PAt7o9XjG7ow3B7WrE93SBS8enjHfujRYeNyH4vivt9x3d//Vu8vNxx7AdaY7e1Zd0gSg2a19cdx9Gg9RRQHIMbxeN5pRR0vQF2oPsrXKIu2wYDwGgdPeyCOIfTW5eFtTDCrhczayCkiSPmELIAdWGHtbryZ6UCLamfBVDSp9+//4AhAHygvbyiv76ivnvG09MTXl9f8PTumU4VsUSgdxyPA4JzgZsBogW6rlFOtcdMRc4r4+RElD2CQpGYslgjE1QqASicDIw0GOZCht3eIVUBKRTkHR1Lb1j6DWMdKMtGzahyjcfDQRGdpWSzC5c4lkrHVaOcRiZ6jhNhttxc+YmcpHR0KFIaZ1CgEYuQGcO59BBB5LT0PtCjVAtxqKazaB7MuGHnnoFQWyvuTQWofyS1+x8+fIOPP3wCANxuG27BTuttEFEvZJ24dbbJNoqlZz0+H4HPMaLbytEabk8shRudQp/pW48+YvF9flCfwZcgwXWf7xMgFjOgNkLQ1mDGrF86ZNNwAKehc8x1qQlkgsH15FlZGtJ8g4UhCmYQgPbYIUiGjQbwk+UxAo2WrJlBTfZfampN7QDEyWZkL7LDDDswrVhQnNphPqh7YkKCoovhGASBksIv7tDmuKmE4CtZCSOp5iHo7UIGXOpAcYxDz6wUlCjNQAAm5iADSTA1ZdxTfJDOFYVTU/OIndI09j3NWHQrKQK2uy8sXXayFbJ8saxkNXpCsjlFJQB3wVwbpxuSjiPXTTpwBHwvRbZRXw/lXCkUnz694HZ7BgAcjx0vnz7h21/8Ak/PT8GOc3z89AmP/fFmhf75P/9ziogXgxRgXRf8w3/lX51OjoDA1LotEygqpeDYD56WjhBL5j5RVWy3aFOtyvMk1iftz8mIXNYlgrvTKT19Mp/Pjs+3VVwJJjBwA0zpUOde8xmc+NSY+rkvN4MFGKlycVwj4ZYi6jy7wxuK4COzzGS2hY5EEVS8FQgVvZb9EazVYAZbdnYSoIZuRjbJgPu5Fz6/b2cZog0K3KsIRZfzS+08dyQSG15GBEWDekYy0GmQeFa4k9ENMh5LcX5mLUBVJpyii6f3Dh8ExSApNp0gTkXvDaMoDuuwZljEsQgTM9u2Qt+9h24ryrKirAtKVRRZUMfA/fGK/fHA0TsEQF02LGtBEUW7C9r+gC4FVSiSratDamGfseHBriTAKwu71qWul0iHd8doBw7ruN8faJ2MRF03bOsNVclWlKEwGehQDCfjo40oPe8DzRAgoaHZQPfsAMZRr2XBupJpzLlnCVxvHa/3HXsbUW5veHr+Br/97m/w2O8owYp+vd8DSEn/IYIvADV8FkECwQPDya48cGDHPfTk5oqBANixY8GCBYodQVQCcItXGRxLCF+PMbAfDff7A096gywbz81MUoXNlX4ygOBnxj9LhM9TNe1CyC6krU32gDPRTHZldDNywfgCQ3iDiJyHtQP9aKgL9ZcQoH126dRKv92VttRrgZYNAmokKXyWFJXy8/tNkx2ESzDvKWyfpWaOmd0S+gYeQOfnZWyqmICLGVnqhrNsrbWT9ZXnDktWCYbPpNVXgvsrS2YCE5fX5ToFEGL/mLHplwybL8GwZKv7RaN3Spe8AZDenpb5umSyAI6UAJ6gxwSOTlDhgowgWZ3WBWt9hwT9Ef6hT5IFWUkjkrc5LmzhMR3CGVNrKWTQXe8Xl+Uc95zC28nRcc+IN2JeUMj+fPZLUD//qjNJ9ZbRJcjErbrD5Ox6CyBEtllqnD6wisC0QI1NA1KbL8fKgNAcyiBLzgV1/d7rM4f8QLGI+/T0PVTOqPK6Lt4kHS8X/WB7wxR++7xvf5IVCPjKOvx8LZ3fQEDyy2//8t2LDhQLOZnhcE0tNweqT+b722/LMkF8cb8/9frJ4NFkIGiWDfDmss15Bq+pUTRvMRFLiYNI6UzAGMDETJyAzkSiPL6X5VgVKYA85sKTeKl60u1jNDxEt6MsAlHuZogMj/t5SJyqTMixRAQxZj4z3DZ1ZZzP3QdKiRbDZlPnApU0ShNmFocgAnCZi23ZNqB1lLrgw4dv8PL6wGPvQJTqpaDe4/7Avjd8/PiCTz+8TPDD4yN7C76cIToLUez1+d07dFnYrjQoku5A63mw+7SJ+WdmTmaGNECJAFuGO6pIBFwUpC0wNO2As109lg1YN3Y7q2uwIZQMCndAC+pScXta8MPHH7AsC7759lv8sJNVICKolcKqnusAab8T2Q3kPTYidWtO1X4JVc5hLJnpwrI06xYBIjBrdy4gItFkgUgFgpGhgujIxjE2ya5lBFGHO8V/R0cZg8httXk6T8dcBQqWiqnqFOelA5NZLI0AI4xdQlsB7Dz2nVno2DN8bQl2Sq7h81vpK50ZmgSWZplIrukACRJuHVN/g91Xsr8P3E/BR3krKvlzX99++w1eX1/RWsdxpIgzgVUyHE9WghlLBUSYASwpFA0CDsfRcLQ92i0zKwOzYHtpiM13smsu2QZL3DvXaXY3A86pwRf/CCMNTBo4zkBLkKUb13dfHRnM8xNucTaGqGHsbDGDjY7u7LZnwZT0QQeboNB4oxMkkl1qhCXG3SiWaG+Nnzl/5x56adluHizTMaJjUzMunYsxOm5lC8ZMrkGHF9LGtdARlAiUPAJeSAbNdDSzU4yUEuUNZ5kVbZJjyEVzyi/GWJLyHgCikPE1jAG9GUsZTlJGgQn3u8NhCjrSIjwPyHU+DfF8Xp1zfi1JTfTrbbkj5rkncQ6IGXo67zGrt9uGo/Xo8GOhq9Hw3XffsdQmyuD+8q/+Ch8/fpr3Lwr8+te/5ufIANSwLBUfPnxDgM+Si6jz8HJj164WAKrFuTXGQC0r6lJRy4Lprzvg42QUpXhmDDkgp4B07oD8snxmeML6+fuTkXE6rcGCiX0t6ZwZG4dLxSxd/Dmv0VmmRcSTgc1kP6pCnIDgG6Nx2WMJvJX0RxwBMmaJD8eY7GnBvj8gI+wYwskdDsHACE0j87eOaSZM5tcj9y33NmM6mb/P340R9ktpezkTce6IXXQjHNb9NFPulDBQisMuC8vDURaCFK3DGgWkh3agC+AMRhMkbm2nFhgGug1IZ/DO8rIFT6XCQ2usGdlTCBBXRKPkmh3W1nXBui5wJ4tL68LyYFWUtWJ9UqAW9EHWZO+UTVAvqFghRXEcB0u7O1kAR294HA+8frqz3EEFq5FdLNuGKjxYagBjRQtcOKY2GlmcI8MIP7VfRckWAJloqy4sMxkerE8mEG8m0Mpse/OGula0Y8cYA+tCMG14Y7IAEchfwj5usdRvo46HuGHvDzQc6JPnMD1FJHikoZM0kH0pETahTJvAL+TaeDweKDeDLPxmlmkOMi2aQ0p049W5c9Kxgk09HoLLyY4s2TkZDi0yywgzKQK/Bv5xHE8NSswA/hSu5+/HGEAHJDqnjZCDUFFUVOii55iIzCSJzGwC3tjCn/OaYtYBGPKZadeGRdlOVA5kE5gsWQzo9O3ZbnJhLOm0rW6MvK6+4vS8o9wM6Qt/do/TF74AR/woeVPW5hGgn3D4JRi/2N3PGTTz/TnXb8CjMy6ML2Hsl9nz+L7r63KNXuNZ6w5gRAMDgWoFYLOywD39z9TDlLCBAXb6WyDD/cpmz/KnCw4QtrEgwbn8ZcTVl5pBfvbbZAQ/0+BK9jv9UCGT1C7rGKf1hnzp655jjUuDhijWEkzQzYygoniIbAfjWyL2RoJnF2LIeWlOxZxHSn0YzukPiQP3JKeGn3ryLUPs5bP1QB/+cx9txp7xJ9c8ztMJX6zB881vviNf+iWo5KA4tqLWZYJVM8GILMFziBtUllm1cPoQl7N2HuxxFmmsVeMN+GfP/1OunwweZUbb3YI2HmFlUHTPG4xBlcvCynGReJ8CiFIYweXB8rXx4OaZZVAQPyU66UHzneUF1yDOExwiappisblYs9/NNCLwKeCVIKbFgimlTEecuigcZh4wA2Gb0hZFNi5bW3I6WG7Vw+FmOdy2bShliTafz/jh01+jNUNBsFLSQTeLzHFkr40LtS5r/DsPL4pLcqxW1PUZjyZ4eWU7Z2otCQwdFgLLZobs/AMhYkk2xnnwZZtUCJk3UpQ1/kqhxLpSdb/tMQDLStpozIWWEu11ddLv0lB9/PgDPnzzDdZtRS0VQxq2bYWIYl033B8PZOcKwOEjAgwt89A56aw0eAqKGboLWjfc0WPzFyylou0NqoIVNUo+MjB3DE/RMwbUGpRc8TEPEBqsk4JMasOpXRQbhGvzjATJnNASB1e0oJ1bNTROzAnKqkLDoZlr2pzlA+5RxnJ2ONI8TD471PLKAya+CifbY/LpkOLN7EwSWl/n7UGh7FQj1zPcYfrzO0AAosNTo3ZZsEGo5XMKYaeBN5NZ/0un0VOFhK2EqdiL28Z2ytndq6hSu8wuh3EGXSJTBi5/jtRuiFNwzki+T5LNGPOYmigJkBi73rh4aJIk4BtdmU5PFIj1pHFmTlaADfjosKDVW8x4OkoA15vZgPgZRAAMsEQVNjgu6BZlqufacvM42zAD0rQBqhLjxewsAbEx12l1Qe90vt0MKMrgCcKSkBBLPLtM2bQVc3mHw586Zhpre55dokAhYCwFFFkeYxL4eE/A1RHIDlhmzOKzhFqpIRW252x8yKA2A3nXsxsJLN6DNGk+xWA95o1aG2QcjmnTMJ+BGSsyea77dlkWfP/DJyxLgbmjHQfu9wc+vbzi/vpAC5Hy1tlpS/TUL/rVr34VTKgBCDPgtYYovzp8yDm2iAw+BL3vc3/l/W/bOlkxdGENU5wfefZkoQDXcILkbzHnPKOS6XCGsAmuT4dChXZYonxRBB7rii3UcTrgfwTAdsJgkq6qnBT3CRsHqKMuU2xc9QToE6zv7aAOS6zZZNIJEJoqivvDZ6Y2gexce2rnWn97ncEQkK8h28hmokDmvViuZcsAMsqzg3WE6CKTpScOwBpBw6ISoPSZsVcRrKVCtpUJMIlMcOwlE8CtRwcywbKskMrPOtoBOxr6MJRh1LYUQdkqXNixttugNmBon2WSqZaCZV2wLBVaCnob9IFKoUi5ss398rQCwmRdG2Rqu0RzAHWUAjwej7Afg+dtY5lz3xvMKYZ73A+MDmA4yi385ziPMmzOMqjeQ3I6EjQCp29l9HUMDEJVFG6Cxz5wf31gWQWQBdu2olRHOxr6aDAbOI4DEGd3MDH0C4tb5h3E/MPTWmDYAEIvtDs5DiWYE4Xe/3y/oUWS1uanFwArKmp0Wxxc4GRGIJi9NlCjtCjBFXeBGcLGeNhIgv4uDI4zkSASyehaAhTk3jE/tSOnbY7nS7CE//7yrEhgwMPmJ/7Te2qV0benZiXtZSk+Y4jPd1iOLWLv/tzXZI3rTHudATcwzypBuIgX4Ibj/vk5guknSyYWp1OUTTMuvhDwlVG/XuHffwYcze9JsC/jZOTZJpdPuNp2p4jx174p18H8M3/41fu6gjkYya492VCM7yPubA529gtdS2Fijt+TzxA27vq1GQQ4ph+Ky6+mPYEC0aV8djrL+OVSeg8/q3HyexVkVM7kwfSNyVcXpW/JEjmJMrP0wQKQo4YN/VTH9GHORBDA7PvIGQmfcUQ+occZyHEJ54MVFB5+Y86qnIWHc9zeXJkIOZ3EGb9jDuf0y69s3xmjzjXxdi1NXz6nJc4Gj+571y585zI799TbvwOUbrj8bn62UG7GEfFmjUT/KbeTvoMm9jHPt/TB5fxsz/ub0TQ1BJcF1kLzNXCU7bbh3/ov/uv4KddPBo9YbiYno0c9tFbS0BhYq8Obdb0cEp4o33mA83njALieWJ9tYjpXXJQU/nQ6x+YnvTINgsceDONj0U41/y0Ag7HQ/PB8LgH1duLZLNqbIhydrJdNBB7mUCHiR7CIN65iaP1g0GYdZh3DCNaMCErdHcuyoi4UQS5lQXZvGN1xHA02PDRtHPf7Hdu2AqJoxwFBwbo+hcCg4hgD3QtcbxR1Xp8g5RnHy0e8vtzhsCn4KIVdynrPFqnnBkvxrgkoQC4HdDCepLBDWbSgrXXFAPB9sDNCxRPWejhfSxj9FFkjQ4pOTMGnjx8BjY5Cy4qn7RYlKEHxTHo9HClSWEqBj0YNDeOBOUKUHSmw6cAepYgYhloKbrcN+/7KtaoSOg+kqiNYZSEnHIyaNKCYQE0p7Ma2rCtqXcjkAD8ru3YJuE6oTfKWmqqSBwKdpzQCo3UMKfO+NAJ6D3zzbe015h4SnrC4AkAAot0ugk3yuRPDw0VVoxtdUIbjoLcwYpOhBAqG+rm5KFhbBIFc/dQj5Pd2uTvWdYPqfR7oJgNFC8VX09BFMF9ijSTjxYRBfe8d3RrWsmKpBZICxS6QShFp7wNSS7TlNEiRiGvT+PKeJP83z3C/sCvFIiseQdYVPAKC7s1zh9kPvi+za+aDrwenRJwAWJ5tqePkI0o/Yh9A5CzonbYlKOYXRkSuLUE6OIaWRvfiNBUVNFhkzOL50jEXYFkrurXZHYcgqyOzRfx2nOfQiZzwuSLAyJbgfvmTa7VKlnfFOs6PupTyuJABdO4HgjzWWb6YXX5of7mXpu15E1RFYqHq3IP5iwwKCKCwLltIZQp/aCDFqHPHDOvQQablCGCOwCz3YFopTYcpyuX66Pjuu9+iBENr33d8/PSCT59eOVchuvmbP/0Nvvn2W2beVVG0om4Ux4Uu1AbQ84wQnHaZ60uwLOzeOMJmAIgSpgWlZivfoJKnLYVc/sxdyvdetDQyqPDwdzwcyLesI152cUo5PGGXAIw5QTb3iMz19PNeKdab4psz4RUOuUdQJRAM9BADj/O51DkP7gRx1X0euydrGpg2Rk/nOs8WRKDBgBzh4J95V27bk/Go4OeXqlCLxF3sjSyxAOJzklkRZ2z6CnzOEUK1DLSXhX4IusDHYBtzOTCOBWNtkM4GJyNLwlRR6kIPsw2WMolAa4UWxVYVrsBjfxBE7bR7vQ3sSr/Had5nmV4Jdgp9sDo7RvbecTwa2n4QNBKOP7u4rWREgQzOLBsR4f6sIng8dtqdOAdYdiqoShd7qQvue8On10/w4VCLfbM3jD7mn947/+4gQFYrx9uYsOutsbxY62S+jwHsxwPff/89St2xbs+o2w0i7ATrMLy8vGLfD9yelgDkDQ1sdKIXgPdarpOTbDYi1WVhPyvINY89HTs2IwGedGe59AbFBiYJ4/SdDUmy252Ns8Pt9YwUpG/PTlbZphxCVibXLkGoPFtUlaWQquxIhYgJkP5K3G+CcrNk9/wzl/MF4GSSx895Co2/bIbB5ACdtjHe7s38m88g8ecHj5Bn8Wdi0J+Dy+e5cv4umVTX55gspAnqhJ9QFBlWZ+FXftbXyoLSILwJtOf8nWdXWmY/s0H8PHn7WW/BoM+/K+59Lo0AQGINyhXQwXn0Tf/OHd4iPkCUuDvPmxHC3u4OLyALHAAwIgngZPIAAJhsynK2vF/J8x5OtynjXD/PZC1nWedpY+Ria/g+TlmMXDC0iy8YoPatywmKSQZAjrfjeVnJ53gKEvyS+RIBnM1JOF9M6NJPsgCE4sRwgkdnEtZneSTt4jiTTsBbGzRnI9fc6c9c/xf5vstTvPmEeRbI5Wdvf695b+m1Zum3J5Aq8/D4DHfCFcTkHQtc6eFNn9cJJiZ4lDdJzAG4rt/pAyO/0pCi8efNh31P4rrKvI9SCnBbsdsjxL1pF5+/eY9/97/5X8NPuX4yeMTMVmayjHRxceruOLOoQNQhCqAdOJALBzMoOp2MWKDpRNIznw9OzYLLQUBUAWp0EmwMVNC4JxNjxEHGLmkN6s4uXqAeUjwJIIoiQaMD2TNnloEZs1IUn+6f6CinXkEhEwBCdlFvB9z6PGhG72j7PcAmw+gHM92C6O7jUGF7T8tDYBi+/eYb3B8HPr088PLyCnFgWVYcjwMfv/+Edd2wLNSVGB04dscwwdP7Z+yPF/RORLvUClFBH6RNS5EQkkztA3b5ScPm18zBhcKWgRQgMHHAB7byjP1oqJtjW1astyd2sasLqGVE8EaiZEhLQR8DT+/eYa2V9fyts/RhGKx1fPfyws5qIljevcOyMvPYR+eais0pyGBwQVUFasWx73A74CZweULdANOGvffg3zHLkMHQSztQa8UQxaMbsDieAxASOw9aOshXIEAiAAjGUalYlGvOE1iLEreaGjLtwABQVkCqYKQuhyZYIPOAIUWYooxowux/rPnM7Pq8mQT0EMRwoCEPoGDaOeZhcJ1eHpwBaFnHWit6LRhept6LO8uzrAKwPgFXLYVstXFEqQGBth8TnvtDX99//wPevX83SztG70ByFYNheN6rI+GGtu+wGoK+g4Lmx3FgfV4wzFCgIfQbrVcLnVJ7UJSTwZ0ymOjgXoGkrNF5xRlYwgGzyBIYBkx0ZlLzzoqeravdSXdOPS4u7ehahgQsdAYtcM7jpFILINFWVhTwzrM6DTQsSglq0HPCiJ40e8e6rvh+fcIyOmrbMVrDUgvePb+DueFxf7CrpXOfLlsNbaPsbhnDoGTpZavkEUycEWt3XamnB7l0e1GyItM0OE7RQYmGBmvd0YR2iV0bgz24kI1p0Z5aIUCtFPAdJ0MjnX6JuUtmZtL6T2YY2O2tFCDK3BJwSacIiIyaG9Qc1R39aYGWDFJOB0ME8E4NKA/AJg4KAorguv346QW9NY7VcNzvD/zFX/zFFHo9GpkFv/mT3+DDhw94errBAWxPG9Z1mWufTRhKtIc31seDa6OE9oRGSW8KXIsKfvjhI9yzzDFAdF2maU5mWUCIAHyWwHwRiEyK9/xJ+DkSgqBMzJhnQgOTcSsiQB+RhbWwZyCAG8gVWfkM7vWL7/rDX9stwDoPNsJgWV1e9On01Mvuff6OPknuF7I5gGA4iHC/ZsDUDcex43ajuoyKTF0zd8PROmxvs/ynRhdNZOCYtPgQwJdVQkiTHThHp+0eF1HNUhTwSr+nk+Goolgq09MijQFFGDTRKH3wjtHZqba3BrUAtTeWjVroT9ZIsmhR9K6zK46UAIG2lWyVohhHAxq3YDs6HvbAu+cnrOtKvai8Z2X5+OoOLZWlEWOg7w2vL69obWDdqJt0WzfUpaANPncPDbYELq9J73Y0CJhgKMuKWgDxCChVsa4rBK8Y48G5G47eGtpx0Oc5aHuO3rEuXDPLthLsLZEEOXa83hmYvn/3AXWhX+IuWG4d//F//J/A8MBy27GsN2hdACh66/jr17/C/XHHdqNe1N5esOMAMHCbPKIIishRn2uwR+cjqjtx1UoUehgGGgayf1OBY8cxV3gFwSWDofcDKIoqNyzLgtvGTsPLQkaSDY8KhziTSoHWEswhPX3CGejSn1n0LPkXKZPpnfdgY/Y1wuxiJzJ9XCYM/n/M/euzJEmS5Yf91B7uEXFvvqqqu7p7ZmcHO/vAAgSEICkgV4TCLyS/4H8mFsKHkAJQQJACLAEs9jHTM9OvemXmvRHh7mam/KBq5n6zemZqRbhb4zPZWZl5b9wIdzM11aPnHA2oF7ohRVptI577hiKESAyKBp9g2e+G+8Lh+Yb2ZjEGqIQoHvadKSB/O3Kno4zr+HeqbYyYH8CLX5/6HO2tlUPT99BMQZx1D3sTqDdaji/8Saju0zv7GT0Axd/zno/X+Dc9AC3eZD4C5+Prg58dAYIPVhnVqQaCTiaj7V6SwSTC0T9TrY0q3zca7g00Y/CoKyeMqUj3Wqwd1PLY7gzOKNHXqTWprG7u1vR+NjuYFGVnqNr9tPp2GEOLDMBDx2cPY7Jz96w8Kjl8owwtl6A+O6TXRd746M0acfCoGePP9rHvMy3j2YrXxR0/sHer1G1BO1bguTHSlUlmPyHdw+dY1OinLKTvn/cN9caTvFwfv+fqPmTV687Q663+PaMR0WvD/Rm/vISihoV05YcxdfVQjwRy7GDVDm5q7YqoPhjJgPXQ10awPvBxD0kI1LYSokXy/pnBrR885+zxTv3nd3UGsq8Ve76ffp7ff/1g8CiJG6uGPdgO3Kc5RqgwJDBtRx1DiFDMR4Vma8mUYroL7fob7p3XjgRq/zcHkmImTzO365Xr9c66bjw+PpCmE1NoPtkCR+/6o2xebHsRhSXGXbOfc2JbjRkTnVGzls27Intypa1C25xGW1nvz2ayao/EJ3Qoy211MM3oynEVUohcLg/D2DfGSIyZGDO36wcI0bsZNjWqNeV+X3j38IYUJyQkttJ4Xu5crzfm05nr9c7H5yu1wTRH0jRBCGybERFP59M4DHriGWMiyEZVk7RtdWMrhSlnwuQHoB8KQSIhJFQDm96RbObZaZrI84SGaJNWSoHTGVSZp5mHN6/NDHFZuVwu5g+0FWAx6nkw4896faaGiKRMjIn1dgOEzz97RxDh/W+/NhnJacLySCHmZGaavVZTM/IMkhE36ct5NsPdsqAh0lIiUAgpEuJOL43RRmzvrCErfvokLAn4hAxbsW1TlrL66OnI6Xz2pAa7Fy4h6Mm9dUqcEuhrfGxWByq9v8G6bkwJWnRTwnH2dhDI5W+utGutuO/VioR9swd8Wo82N4nvP1ppxSaTTDk54NnJj/41QBpMpmhTC+VIpTfaZM7ZWG4p8nvcJv+dX0/XD+wUU7VO9LVyOp04nc+2H7T5novcthXdVspWmeYJMNZRbY0vPnvLdDpzv90gm3RNkgXfWo310arFNarj/rsC1oBHZwpZrO5+LX0ZCFGVUIUmYRguExzYG0mtXU0xhmdrlriIgajSwXAtVqihAzTSZuCsls1kVi69jS1T1mVnHnrMjQjSJqbZDaub6+9DYD6fuX20qTy9a9oBTMCGGDi7MufM6TRTS3WTcpsoaPJTl4T6XtruqxuP6/B0OZ3mQfdvnthsm/kLtWRxJqoiTbxBoGgwf4uijMO5y4L6fe9gTC2FUrcxRTOmtFOwO/aGdZZN+hhHcR9CYAaqq1WDe8/VppTFpgBlncz4F+/v+V7ftJIQUhEibuR6YHQC/vP6OrPSrY8K/ou//Euu15uvb2HKmZ/9/GdeFNv35Jx59/k7vnv/kbdvXw+j5BCM2WT3we6Hmd9aARb9NQOJqtU9rBqlVO73hVI2QsiImLl2ThMhpPG+bdKQJbKWB/WEyIrB3pHrAJFtCT+bPZmhry7tyannE60htVjhpgby11Z2+Z8ewCgHaPcCY08pfszrfJop1ScyFQeB/B7FkAYryS61gRO2wJzVZX+NMECF5BNBx6VggyuOkx8d7HPftklhqw2pxkDaFgMruh2BSaOtUz5FYwDRGpItW21lZ4b0qzbdh5wcm3/0g8f2dc4Zqq2y7b6yLCtbNTA0xkCrK/fnxul05nw28GvbCrfrM+vVYk8ISpyMvr/VynQ6E2ImpJUQE0szWWVOJtm6fbhxv1WW+52mBQkwzxNzmCitsS0bl0sihcxaldv9zn1ZOJ1mO/rmmfnxQgzC7cM3bA52dTPZvsBqq0MqnZJJDHIy+X2MJpePKXE6zcyXB16t1WwLEJ6frzw1pZU2nrM27EwKgel0Jp1PZtbdKu05mHH2Vqltg60gxRj/8zTxB3/4C0qLrLWxrpVlWcyrSISvv/oG1KafXa/PfPvxa1ZWZ6La/zUvdLuYBKBRKBTPofGCLxAo7ntUqLTxHUIHjHB2EqwojbsNodALr2cDtWPOxHkixkipHQz2wrPn7r2p53LVASR47mQEfbeeEJN/xnTw2vJGmmf9L/ZmZ811b57aGBYP5kUmYzUPGwufhiwi1BCJyUG2Zufutvp6cJBVQiABUZI1c3u7ocfkH/GK8QgQ7ftaJAx/S8DzxJ1VNBhGukfvfh+HXK8Xtv5vI7Yf1AQv2fThBQ4AvASO/GuPxfwR/OrnYCC8pDcdXut4idh80YzFsfv95tOQAylaXEYCVUBbZGc9Wajr0/6AF2qXILaG7Fwy6aU1qDAj/VDpT17czkP7J/BmmUnQvPZtnis0AzeHakYD1XP17OxGhp+Xg6ye9wxv096Qk/0emMQeY0n7c6M5WOM/r7Vg3mVb/xKPAqKmXjABqcXD7cC20mbkCvd6aq1bpuxNRW2Vun00I23PLXvTzNjRydZPyv7+P5W8f//qa8XKQ8sFuoQ1ioypap9efZ2GF3nJp4CTx/6UCTGNz1EHsL2vUwtiBmxHsTqzVhlTyhttGPL07+tXDDL8hdXBPBkA9/4+euNvWF6MtcQOyEYjOnR5vBzeozrLHfFz4N9ATvvDp625sU2IEQlpP0Bh/+AdDQvCFgNyLy/QQjHMicGUV/cUGffNN6hBqk6r9GJoUuJaAXE/CgtyIUQLbOpBzguAAVDqwKIAoW4b921B20aMkfl0PhCe7GeqmIRsmHr1956idR1obOvqxc2CtmZvV4R1XViXq00FogcbA4Jito1Qa+M0nzmdL9x9is3t+UYsC5cQ0SJs94W4QkXYto2tbiyrTacoXrCUcuN5uXI6PdDUul/Taea+rkCgNEOIg/TuDcznE+t2Y90C67rQSkA1UIoy50xIAd2cPmd0GrSZnG4+P3J6fM10PkOKqAQuj6/48PRsTk+qnC4X3n72jlIqt+cb2mxqS+8ciNgY+20tnF+bpGJdN7aycrvd2LbK51984e85GpWzdTp9oLn3ik0CU5NOzY1LfMPT9t47/Ja8SghIsk7UNE0kN06MyRhE/tSNQdB6PSfEOFPLQisQEkZ/9s9XS6Fp4HSaAZciOCiR55OtH1+DnfHQaDC5N4gDCB0MtR6esG6FDSHiQQLrHPcCK8ZEcQA2Z+8alI3inequ3gQLSilZV7pJN1bt28yLrpwJpSG1H/Bmvm1eKE6ZHGCE72vUuxw+WYYw9Mg/5vXq9WubnrOuVpBJ5H5fSDn7nd59R8A6kc8fnjmfhW1ZzctFTfq2LishROZ5RoIYLb2p7Qt8slYycLfUYsCpgMRsaWFH/D2Zid0RwpOOoci23MLV5g1b3fZsijNtoo/d3L187OodI6FPq/Sqo9oUuLZt9j7czL8W82YobIQYSTH62Oz6MtEaiVlPaPznobSq3sG1fdW00XCw25PpHtvWrRB89LqZ23e5gVJcu78lkM0LVMT8gVTJeXbqvxUlVWws87ZuVCqSwigsQjMfjIqSJpN32OhWvBPMSGBt7x02CVaEV2c3dIB0LSZZzq0as9QZGdNpHq9ZSzF8MMYxyaJ71dD9MUIguUfMqc5I8yQz6ChaEKFW27+1mY/K9X7nq6++pikONJhJ7+l84nI+W3GaJ0SVn/3sS/c0sri6rhtPHz+QUuDNm9cGmDVl858RWi8AzLg5hDB8SMAYZi1WY6mshW3b6N4wIZkXXYrTWC+GgURCOIyW7THIPXP6X7S23/cOMtl5sIO+rZbxBdrN1zvghbrZs69FlwDkgyQiYR49VVxqHo6r+Me5qhcV/U32qYUvEtLxNp212H3torelHOGc5oldUnBkL+3DC3qREKT74pn8PYSAqE1jK8Xyo5gidevNpX0C45TMB2i9L3QW9fB3OBSVsdsY+KAPM+D0vR4SMqoN9gS4WXIee5GgQjD8g9iE4AxOrRVdK+uyIUGYpkCMmXlOTDmSwj54IucE88nYHk2p28bjqwfK1gYYlnxU8XK9A8opZuptpWBAVr0bg/w0TShCWSu3ZxtSsZXGNJ0IofL0/EzdCiEam2hbCh8/fE2rlWk68fAoxIfMlCOZTC22XrfVwOh5Nmaklup50EprSkqZKZ949MbW2vrEsQ3RRmmNUsx43DwxhdvNcsfL+UIMkddvXqMkvvv4kefnZ54+PrNtlcvjhdv2xMN0JoTAut758PTMBsz43sK2i4zzyPMu1GQjqAHfFr0A32+E8WeA6k5HE8JkowqoVO5AwKa/nc8nmwocLJe/ryvMmQmDQLfWoG0+OaiRo9cEwUsJ3c8nW58OLnm9IEFBmls0FGcIvxw88fuu6DLp4Cyi0JrloKom+c0R1UzRjb6hW5c1SW9I18EGUC/am1RKZbDQwFjqP/ZlwFqg6fdjUt/nR8Z2iHuRCg6q+b924GjEiUNJuJ9xzm48FNn9esHw+OTqYIQdmeF7/3Z8jf5eZV0MTMFJna2htZrtRM72fltjUyWnxOl0QsI65Nmisg9TEYEqw2NOvb3ef35vjPQY+AJEs38ae8Q8S+OI1wK2hg7n4/hMvtZthxZ/Lq7KkL2e0tZGE+UARbmXZM+DGDm8irIui8nOg53tWtWahigSGuZP5A2IAFGUODwBwJFcr7PbaFz2ASqAqxcsn1YHeVvdzMqgFa9JKuv6BJgFRL/fZqcBURshT5afYYqChE0TO2QU/U3RZYtVdXgmCaYkCn4jYuN7nmR9/bT2aZNkl5srSpDq9z64x5M/1xcgpzXNbL02Z3OLA3o7XyYciAvdkL4zw5DDUCKsQdsbQj3nH+Cs/53GT/aPYKDR+GOXBe7YjWEe+581fB9o/auufyPDbKP4NTMRRkAjZSmQEhITxEgLbnbY2k646JCtHLo2YA/Wu9xH9/hAR153SYEhPDLYTDknyJYA9QTTnOn9Ib9YHIb2G/NJyRLN7NfBIfPk8CTVqdfTnGHtFbclsSl617YqqpV1vbHcrrRaiQJ5yoBS6sq6LqOQUJcltU1JKXG73anbhkyV+9NH6u3G/eMTAZuIpNWK9+BJe3Wqe4iQcuScMqXB8/2GaGBbK+E8mQQMWJZ1GF3vXj2BmHxBtkQoFQmFmCDExLatDrRETpfsnSBPYBDIidPlgeCSO6lKmCKXhwtffPlTvv32O9Z143q9Eb/7wGefvSPlzHJbWD88GeW9mG9BrRVuC+n1I1/89EuWxb6vgxQfPz6xLSsxZ9Q9AKwYiDyc3vD+w++oWr3FpbR1pbo8YBwgIkhKLE3YmjCHia1YMRhCoCQHYmIaXXpxZHMEsA63dPQQdUltYJpnohuX2wSYafhNbFrdRE+9oIVaoMZEFKOfohY8DFSrTDnSWjGiUhQzFh1F1u7HpTQ28ekXnwBHtg3stWNIdEWsyYMskLQQ0dxRfLGpN/2Q0uYNIDE5ID04utlpTL6WlVDUxkD+TW2AfwfXPGVQW1fqHfR1M5PoHnNOAZJulHtheb6hemddgjGJVLwLZ/u6tUrbLEEo7sUQmzE4Ys4mO4hQtVGqsTUml/sAjuLjgwVG6AN4wYZQsMI8JMfdPd6IuC9wtCleDiD2F7B42o3j3XPNwe3gYE4rxUGYhoh6DmGdlxQTTSKVYuPCpXdEvQfSK4lgoFrRZzTcIJjxbFkNtJzmyYhnMRsd22OsirAum3vSMcDG0eF1OZSbO41Dzt7uLjHo96sPTrC/759VRtE8WD4O1kincbe+X/1e58QlRtbFGJBdI97PGHUmQQcihD0h6MygPlK7J4v2HoWUTg72hlH8124ufahb+uSZ3TNC+fD+I02VZVu5reuQqwbf1Kd84t1n7/j8i8+I0Vg/vbtdXBYtQdjWQojJ96mxvjojrxseo+bZUltlKxv3xeS8IpgxuhqbyFgpynyaOJ27FGoH5PrkPUtorCnSMKZU/7q+yJWXSX5v7lin67ghDgm3P+ceA2m2rjoDtbMMSjEw/UW642DFD6Vf/9u8ltudPlAkiA2g6GBXowPBXe5ovwexBkf0pLU1A2WtU228+epTqwxkMnarTXllFDAjbXQJZO9ido8vxP3siKPjaLKzRAqB9a+I7d1HqQUvshpmFh8tb4tiVX5wqAEv1DxEEAke8w7PpxnIotHOH0YtufAAAQAASURBVFHbP1upSFDydCakRJ4yKUXKurEtN+qyEVSYUqYSnOFVSKeZbb35ZE1vpKyV281sAS6Xi7GS8DxnKwSNTPmE9SKN3VLUAIFWje2VUxxrf12ty75tG3M+2T7CQPlNNratsvg+UlWIEQ1p5J0jtmh/lor5hvg9q5XlbjGkqDPbvRHRii2F2hrX6x29L1QNBrj7Zkg5kabMV1//jiSJt29fo63x7fqR73jiDQ/cuaFUIom13mnORcwkrlwRzOx6d8L054OxMY5dcwEXwsEJ2Hy6sWAgFYgx1+eJ6WSMo3XdENlIuY4irak9dy2AiAHcLuEYgyn4/t4eHXk8r3f/0t7c6LKWTxlI3eerTwjbgQwvsBzQCyLu/1jRbR9aYfmAUCXtoJHa/m7dJ9WvLq/923CtVb33sQP4R1bPfsn337IcDlZwSfU+EMO+xGuq1uXhe3G9v8wORO1Q1H59/334V9bikhxfj/3ZYc/X7ASOMVVQZx+jHvfEbAAKJkFXsQJcTC9kOYnusXIU9p8AVubLeJDa+66wJpGxj+yMDkhyAMAVPM3fs9mGeKGgPoBCu/SrOquo+tpqw6S5iVCbDPN4+o702i0myxdikj3elGIuI06ZDx3ktGTLQR6TSgWxWlrs4HgJMNZidhfsOUHzKYSGPRdaW4y5He25WC1f0FaoLu+v280BNvu/XodWtUmvaLW6GKFJpUkhhJfQRY9Cxh7y/FltCIvJcDdymGjbTtDqz4rgDcpSSFG+tz+PjOimnX3fYzb7mhYd9/4YK8d2cUbjUULXt1FfWxraiPG/V2on4xWRA0PmmDmJHP48cBd4ufP6m7KY2gFTVH2Ayt98/WDwCAwhTUSCJNCI1maGxaXuoFA3S1RBQyIO89HD1VF3tSB76CN4Eg99kJN6Am8ZfUC3isS465z7gYMttFJNthYwIEjEdOjj8POnKrhvxfDIcXDAk87oSbiIJbJBrMg39kGl+jjVdV0o20oK4gVUXxA6KOqWINvksZwS83waE26mlCgx0VPKPgOtqQWbqrLrbH10dlOB0ijVaeM9QUfYSmUrlRQtqU8+GSy5ZOt+v5lnFBBCYj6ZZOx2v9umc5PIkKzjvbrPQcyRsm0s98XAg9R84to0gqfHF/McuK/me1R8AknzQBuCFV/bShB49fjIPFuhf7+v5Cnw3oGocns2phFmbi2TSfuaL10JSkyZlJSlrmiKbMUP9R33o6h4cbahRCbJpl+P5n+g1Q8gT8B7YajOFhjVv3u2pJSZTmere8XBo2AeEqVWilpADd4RU4zODGaW3umpg4GgtuHt9faucRv7Y5+woyha9kMkpeAdIQ8NrRE12NeI078PBVxVp9Bu5mOwB7xuNtv9cQTRMAqN/WAKfhjY/vvbUKCBSRfP5xPrvVBq4c3phKwb9+/em1dbMIYZrZFUueTM8/1mCY+dAKx3qOtGqSZ5M5TfEqzQ45AD2t0QNYqZsh6ZADqSrR317/p9OBTf/vfiegAD7ayrHHyCxSFbBlwM0he2Hte5Z6so0uWTuCRsSrTaO55pFFMqPuoYCFOyTrA2TG9u66m1Rp4y0ynRWjYW9VbZto31ejcJY+pTIg2IDyGw6Wa+K8506qwdBDMDDEB0Wrffq6Yuc0OpPmVOxEA4k0geFnMvXMSfbTV5FcFkpjFYIWVGuRYzYwhulpspPjpdABmOywxAKXrxOECe1kxmKDuQJU2NsegTnsarNNwbz06i2AotWLxfNjPIJTA8U56fn2nA5lOHQop89vln7LK8wPlyIWXroGuze53cO60DQ5rg4XJhXRYeHi4HqrY1IsQ/b5/cMjyPgknM1tUmFpZi/i2XhwvTNJGnTM+P+pnWdGdQDT8iBR06/7E8O5IzwKIY40i4RuL1AuzRvY54EV505HXBk8SxHqR/RU+R/jbEJfMt63LZbozf481I1E2DMz6/WQi+NAAGLKfQZjKyujOijbUI6vLaYyG2T8OVUTis6+qMDAOK9tzN45G4+Xz3zTj8+/D/wp6hVmhSCcEZRbEDCt2zwhg/1J7HCSkYs7b13Mi3Sqsmiw4SCcgo5Olnj1gTpWyF5X7nfr3StkoOHotD7wbDdjfmCl7UtmKTz27PN4sHmzELzaMoMUmE6FPfcmAt25imta2b+dqkRIoZTQz/RmPjGqhl/kNQWjX2uBsr6+FeSjDfIBWxnEbMWGT4s6ixKbv8dV3NT6qqotE9RZoZZUue2YoxBNeiNBHPPcQZyVb0lrIO/47r7crT7cm7+MnyeS93rTVVR+FT2Eg2U45AGLZcnik7Y0kI/hqBQGVxEZubs/rXB8yrrnTVQHCANCVj+lezUAi1unHwDqoqBpw1Nxnv0y5rq4QQKaFAMY9UYwjYfQ5i04P6Wm2OqsVk+6lPNe5ycWsiJmqtzkguNNVxxnWp0pjkiZ8hsfsheSPCz0FTR6szbfrZz2g6/NhX9ffVi1hBRkOgT5y2wvYQYP06/mnkRV2qN8A3HPz+vvyMT1+tS9mkx0X/F9/bjFzAn3GzBi0HsM9hV7N9CL3h6vFDxNaZqn2vy08NMJEdPOnXIU7vPm/+uT4BF8JB+tNjqbDn0MEtJEL3Yuxx0b/f4mBPIftZ2dk89qu2aqCluh+tv4/g8vdS3HNsnMX2Ocu22vkc+jPWcW7Yz6mDIdclhapqIJZRERHpUidrxo3zvYNH/XxXpZZtvIZ9hkKpqw338JzIPlNFWzUpW1mM3V+MDJJaIudEDErVM61udsZ4jQnegIhCkLTHGDG/H6M5NYI0mlqO28BNys2eRjtw1AEcLB4Qj0wd6BLB3uTpda6Gg2LqkMP03KVpI7r/83G3HEEh/DzrrzP2YZeFHsBX8yHe35nF4I5ZHNbtqDt2aF/6Dz58iWdj7ikqI2Iff+7fdP1w5pEEQzjdswIVtHjB5N3mbgTXD8oWggXUHqQ//SCehHfN6H5gqNP72e97sCNIimv8wl7o8+I1GIUMCi0GghOLAtC0uikkTkmudGMrVX1Rq0lw/TOKqo+8rpVaNrZ1odTiWvjFukot+9jonkDLWFMhJE/4hDzN7kPhiPnwPBAI9tmbumlurQTJA0AqVDdZNSZOiIm+tbdSvfgCCdFR537XbST89XqnOugQUyblZCyaaWLbTIKjIq6PbGy1sG2F6TRT1pXnayTXRp4msgQkZ7bahsmYAqU1np6vxBjZltW6ph2cASjWocg5MU3GgpnmbCMjW+N2vRkTqq3O1DFTyFZNmkdMBG2EKOQs5Fl4en4PQShd6eVJeQqBUivLaq8tYnpmm7Ti48lFfApLHF1VpI/K9hjqhonJJ6DElJ2q6M/ND9rafJQvENxnx5DtOg5oo1A6aCDRz6jmyTL7ATUOWw+ajnaP0fMi5Jic4WdFcjfzbLWO4q3HNGi0Ju5j0icACdLlU/6zOpNjGHf7huiHUHKPKh2JxY98VSVqIKYJyUJS4Rwjy31hfb6SolDAvXVsgWSNLPe7PYsQoVaWUlhvC/f7nTefvePhwUy4BfGup6KtuLzPkoAYOtQA/RToHlX98AVeBPgen9T/XrVXfILXEgY89vXV9PfU0odCuwNJrdK7U5YU9iI0+cQxiCEa+BwCRCsbtDUk9WTfDvjjOPsQMzlnbpMx0HJowzdkOpmsqalC6bHOpZwuD7V9tSdxYyJUtOSlY/dVFaGZobivQYnWRUrjkO+gw+EeRKFpIZDH3pEgRMJg//QmhOBJnO+jY+LZ35uxM6H71jVHxbVPTGuCWqvPAKToyafvpaMPj2pDy8YqdrY8P19Zl9WP0L0jGUVIU4/zkc8+f+dTp3xEdQz7+2hWQJ/OZ6fBi8ewxuVy8slKi5kFxzi69j0pCKpufG0JQ0qRZ2fQqssIU8qcz+eDxyEuF+t3c//7fe37udGT8kNmtMfk/e9fAEej1PT94/vhKJ/oK74DdbZtwvg+PbyTT3fLj3XV2gbABj1BDHTGYF/Gf907tX0cDARx+UUHn/uWaAJOaeuVgRdPDe3Ki1JZvQFUajFgsOcIXoiIJQB78dj3YX/vuHRZQHH2kEANJvGxLjX44TbOPIGx30I2Y3xpagziBhJdDtrU7fYiOWaf0OUm3pjXWamFdd2MtVKaeRk6Pd9yw8j16Ur2YSptK5R1Y70v1MWbftc7QYTL44U8RaYpoQFyTBCNkbq1ZjK/dUO3ynyyQSZEpW3VPKRi4Hy6+OQwOxdsi/iKFgP3KpbCxhAgmhQkJPO8tH3eRqwHl9Rqo5WV9b5SaOR5soamWj6ZkoAE7ouxnCQZ+F/qzpaopZCisTBL3fiwfGApdxKBjZWZ2XB8B388mz6sPtujnrH4buuNVGOXZUyil4KxuBsrkYi67bavfPsuz10EY2zkeUJjZgvu//cJuDCmgA6tsjM3xPa7DUcIY53hAIg2JaRISn5/t+pSbys4wZgRg0XAbvzfarPmZak7cz+GIaHcQQTG0WugnxmkG7jhZ1vP4dwHcT/If/zYZFNpmz95K0Y7VruXnoev7wHnePb61f0GVQ9ynLgDKYN9Jbz47B3I0B43ULOl6LHCJV6hG7j4GV5as7NXBO3NiAPI5W0mz2f2n9UN021Sn7GIGpXOKsGlRT33bi773wGYwzM8fAb1v+/NZvGz6ViQSwzedPS1qjiTVF0FZvnCqEH81Q08Ki4z1PH6HcgJKJuDstF/vi3Myra24U/ap0iLPZDxI1qtfvbvtYV04/oA0qL93A7m9vOlleGn2QEk1P6uy7CaFpbbMymJvVYcn8pz1Y2yrc6gVm9EZkKYyKJUmf3HuocrwWxzpJgkO8QBLvYBIgYh+D5FQcMAjDpzyMcUj2c4GhVYI39vWuhYGwM86gts7Av9/n977j58oA+LZmBHvhaHZFF6fvBygQ0ZnTKen+4bcYDR/RzXHgsFB0H9h/Zv2T/ay3V8WLs/5PrB4FGLk3msVBu5F4LLCVBUox0tPQn3OyFASAFKdc8DHQEK7YWT1z2+SXaU2vshTkfsd83kM2oyuX4XglixIo1pnoeJZx9/bdM7QLQZY6gULwgnD3ZezLC/L9TprB7QDDQqaPcPqYVSNpr2STPG9LCfGRGMwqxhZwoI1okyerMBcLebmX4vy0aMxhSCaHTEWllW6xDGaFPJVJTaCvd1JZ9PhJio1YLHsthhJ9GMrWMKlNUnhVQ7vK/3BZP9nUnZOmZ5mkl+3z5+fLICQSwJqV36gRUvy7KwNuUsQpxn68CVNp5PN1tVvVtXaC306WKtOoW3VcgzMU2WloTEdDrR5shy/cA5JEr5SH51IhBpRSibsK0rmvNA10PsnWjrehbaKFK7YbuKsdFu98abV2fmcyb6RDgJBqhZgpAMSBB7LiIJxabFtGYbNObMNJmJsnktTDZlpo262A7Kaj9XYqLLSzvAo7p3MWxNKAMaEOgIP/vf0gOaO4D5IW4FcnIpyosAzqGb8Wki2CqlbGSfwmRbq3cJ7MBo4oee9i6BUeAR82cy/4Ddi+PHvkIzlpgoXMIEp0wHT2qtXK9Xat2IQZh8glAtG/fblfPlgZTssN7WlY9PH3j/8T21VaaciCcvoJ1dZB37bGBmMKmjJSF2n7zmhUPy1Rlf40Aaz8jkhGlMx+gFuIFHZjgY7OfQ2U/9tf0HST+w1DtHjb6uhG5AGGjOqCE4YyN6LFWlrpsbKPcpXzKefdeBV8XklERyiJQ2oSrk2Zh0DM02SIxM8+TdIwPWqsfg0BOeIOabBjgtkd0XrTchMC+UIIj0aRz98G9jvff7Zg0MMV2577sgwtELstIZqL1DHZwEFUgtUlTNkHhQw20vlWa+H4IxcENIQ1qtzYwiESFEo5Ab08wkxIjwtN1RlPvtbh5ELo+NIfDTn/2UkBLTaTIACZMSQ7OJcv09e9ESc6DWZN0tN6ts1eJuTpHL5cL7797z6tUrLg8XpGLNGI9b5utgi1XUupbP1xvTlDmdzztTJkZarRQtCGlPvDC2wU673juCtt5k+DXZ87G12s9uPdzbHqEG68ZepP/THl5e5l++9A/FInvR07OivwWhiZ66vIzCL6Py+Lqe8InXMH1f21dY4X3o4ttrWRxR7FiVMLon41kTbMJaKYVlWVnWDW3VgBnVw570868ZSDg6zN97r5aoR5RWj3Gw7c+oF/2+ZkMM5n3iLxZDLyr9HAHqVtHaCNkY0NM0MU8zxf0eOnDZC1F7vwbg9sIpSkBT4pvnZ+a3b4khGdB0X8xHMkS0Ck8fPjCfZ+LlwjnbvitYodV8DYde3G2VTTeiROY0kYhsYnlpyjNvXr9m2VaPf+4LEwJxElKbjTDZfaBSNJYnkXwupHWlCbTSbBKfWD45pczqNgt1s6Zgzp6XbmryvhiN7e4MvJQztEZpq8XeFHl62nxqnvl9PrVnGoUzEzduPJIx2VocHCR19lF2SGnEHgLS/ZDoZ5KQyZzDiWmyCcErmxf7xkWymUmJ4F6MEqwpEFO05uE0k+IJmSZiimi0mG0+onjjLnkenAhdctTasGSQ0PPPXR7VAKkv90v3h7P/3qU8HdA6Ani+I4ethtk12I7ojQ3ZnNlWm3vkOMOvWa5fNlu7ZqYeR6N4TO/6ES8D2QSJfn56kJXvBVuPre5XNoClHq5GJdoBJEGD2kAGMcLBMBCXlzHarjD+DawW/H7A3y+TbJsMNvTP4c8nyMtnOp67HJpjbmLdGX9SO+C4M0CNVVmHh9WwiemsMd3vVmPPN0bx3v231NmQ8D1w4OX55P6NRZ1tFTym22c1NlshJDFVDxirqgkEUx74aWifwRlB5iNoIFBXNHSG0LhKNU+oZvWBHT7OrHEvRq3qrBzZ71HZaHXb8zZ8QJsWaDYgYi0rt+dnYhJTw6Tu0QgS1NhR62JAfFC0GboUQyCHhOSeMss4o/pUtD4IKoT4In88Lq3jLW6tDnB6AESy118vZWKWH3WWdwePugeyHkdtjry8/8QOIHlNcJwC1/P/DsD1hpzIYW1o3yj2GsOz9mVc6qBQSs6+cvBo5PnBAmjroBDeAD+8/HgxrynVMZMfcv3waWspm9mhS2hq724QiNkkUR08Un2BuVqiLC4DGk939zlSXNfpYFIPDrEFAwhSJKG0thHmDhrhX3/YjP7XMSXzrBDTI2tT85PpU0OqTesSp0/3QnyHvgwoKaWAd2e7ESUpkecLF/8MAWW9wbYuXD/eebg4aBatC9Hf1Ka2WTs9sRSjxN6vC09PT5Stsm2NKWcfdT+xbjeu9818WSdbsOtWua2FtTZePb62AuV25bYurKUQRHyEttI2G827rRtlqw4AmEnqNJ+Yz5OZCofAbVkoW7MxkikOfyLFpjtd73fSlCgqVCmErTLVxlLuJhXzKTEpWQFSa2XKmc42Wu+LU7ixSRPhNd98Vfj8D0+8evvI29cby/LEcj7x9W9/hYL5bqyGzE6n1+jkoJGvmVItCZaYKc/PyPmVgZqbs9xSYDqdSFFI0nh4/chpTkQPYs0T7JgiKUf3LLEQGKrTTWEkM6VUhLKPXwZj2wWbAicpst5vlNZIU092vAPTvLPbi1/U0A4nDB6Rbo8UHizpyBO0zSQLKFUhYd1J3AupF7IdPNt3mm0ZY91EN5A8HmIWhPFu5aB2Nu8Cqbovivtq1MrmcsYfSnH8t3qF3tkGO7AZoHDK1uX1AVtsW2FZr9yu18EeGRNz3Njx+vzEb/6yEAP89MufcjqfuX64mVG8GPAkEgc7yNhaYRwAPVCLWqdc1CdEBLundUgBPYjrDgiCxfLUvyE0Gw+PjkSpd1WC7MChTTazz29R1aWMMdLSCa3dZ8a6blEaQc07RZIa828tDOZoa7Qq7lphU0RSykQqWjeXUJlHmK0v6yTbfoikWYmSCGJFa92qmfR2E/AUvDuosPnn10bdKjFbM6B3TaKYXFc8SQootHBY62UAt+MS27eh9ZTmWIbvyVw3rgwhkKfJYs69siy27fq+ChIRLwBo1uFv3S9KjeUodU9IEWGrle++s0mAd2dinM4nHs8Pdj64HOLdZ5+ZGavI8MFZq7FATQrTxtrwn0BKmW3daKm5LNuAqxQzpVoC2iUUMZppcl2LyWqbyWCqGrjw8emJy8MDp9PJPGVcfrMs5bCajHX2otGCIHGf/jFCgUayZDtvnXZvsJ0XoSEMYP9YrJi8Z09c9NAZ1JFgOb3cn1/vnx5WPYL5WAR+/NgU024mD/45xnu2a7C7Plmfx0K4m7EaMqovpS+CF/aGOqlLxxQ31ldDU83LamFdbPhJnpJN7hIrfBPJpACYIsQacI0O1L7osPr/2JqwRo6W+mIfBhc0VQnkGGnOuLL37Il7675tmBn0ViEZmyhHmyIWNvvaVkzSmVNCWiG2Eyor0myHB4XgAFYQG3qQY6AtK6EFcso8nE6sLFx5Ikogp8g8zeQpc98WKI0YM1PIkJ3ttN7ZthX6oA5wyXJgzhMPjxfkZn5oJsfK5DnbPQobt9WMeNXfF2JSwZAC+ZTtOQUDj2KNrNsGOHuluQy5KVpMSrbe7hQCKU/uGWIF3/l8ZqvVbQXMk+h2u3K+nHj1+Mg3v/uKWiuJxMzEnRs2h9am/kSPkwawN7KL2rxVhPOjfF+ZL0sgkCSQo0lNuB+XpTUiJklc0oyq8vjqNXmavFGarMl5OlHzmTCdkWkyNkEHMxOEjNtCCCmLyc7ELB2i7FLQPbPq+VVzI2tGY6eDTLbvItLAZM2VePBREW8E9ImdfbpnO8QVa0AL6Ms4Y2yV4lM77UwtxWsgfTm2/se8tDZn/RrrzrIKHPCJVD18VrGiUo+xx2uwnoOEyGjIKoVSYN0WAE6z5cyfytY+legca++jhcOox9V9dfqI+QPUpdJtPfT3/qz9g++xzCwIwvA+G+BIszO9bMWLcGNqH0GKI3PW37H9//DICmgwAkJ/7ZyzrY3W0GoMYGPbOHDUh9WINwFFrSGlDsZKQ1yOrzh25Du3T9PCGcQ2QKVCMwKHqklb1WvDLlEMA0SpZs8SmoGKQU2aptUaylXI0zSANpN2LmMtD8VRLZSyUjYbRrOtd8oGNUdydazANbBbWdBFSBLRomyqbPcVLZFzSsRToqyNlG241TxdCCFRN9gaSK10+XxzgGVMuHsBt+jw8d3lYb5yDoDS3gTbl8sAjty2RlX4K1bWJ+vMB9IMMMgLky4lRxx4tmcsocvcXq7REIWYspMv9mAm4WAHoQ06MC7sgCX7HjuqqnpNOFCoDmyGSNvL27/2+sHgkRkSAs1laE0RiQZG5AQxj80lYl0b9UXZEVnT1/WEqDnA792asLvy55yGQWnwrn9zA7zghoOfoovSrOvUgiVAsTMyumRKrSgOoiMhr8Wo1q1rYIN7mNSCBksMnq9XchKnQ2eSeFBZDPUOvdMkuyFsT26D+zK1ppSbmdO2qpBsMs79vnBfFr7+6lvylC3BaHA6nwl5olztJF5Kg3I3qVSwrv4lRG7LnVdv3qAhGBPrfuW+3iAIb96+4btvv+HbD18hGjhPr2xk8FaZ5hljgCWaCstt4ePzM9u6Mp9P3sFM5Nk6+bebvY9pnhGCe0uZt5JEMwic5xPV/Y9yzvzsZ1/y7Tff8PrNGyYNlK3x4duPfPO795xe/Zz78zOf/8GX3NeFfE/Mk62BGIKzFjKn+UxZGsvNjK4v5wceHh/57tuvjGJcNmq981z7hsFp0QVCI04Tl4cHWx+h8fW3H3n9eOb16wuqgg8uoME4KINEo/9j5o5jfYVAiAlJBsA1CWxOYewTyFR9fHEwX5U8pWGQmvz9dfBosISC9S4EA5lqM4+EGJIF/dZQsVHDvTfUcX4L4jjrw1HxWsdXxdAL9D04hBiQBEYeOpjyoYOuOxIlNWRcVbkvK1POpvVFzOhZhHVdf2gI+bd6DQPfQ1yIIXE6T2g9Exdn8tSG1o11vfPqs9dsa0Grcr6ceP34ijlPvHr1wNPHJ37369/w1W9+66Gm8eXPv+TnP/8F03QiZ4tX670iRB4eXrGUjc6+QQLaE6OmloC0/UAwcMf+q+KL8HCYq3fybfIePmKz7cKCFuigVfdsSJugpzP1fuf68YrSyFNgii7hFXE/CfFEQyxZiEIOmSpW/I045v5DIURCzoi1YVjdqJ0UKM5Q6D5DAFUgavIDVwjZgKCybtTWmFMkh0RNdUxg0U69TWYCaYdpT2qEPqLVpo6IGWY7uDko7S+ATJcKzV4SFTt4bUpeI8dIFSE22c+HpgTJFHM/p5TFZVxHLxjrosZkzBxJJoNVhOvz1STHeJLbdhD34eGCSODxzSvOD+dRlMScWZeFUk3OYrlMM9YiOjpdoAb6uE/RKZyM7eRJaXCTyXikqPc74cBerYXaCmUtrM28VMpWidHMdMUBru7NNZ8mylYO3iD6svg6bLYOIPlutK9NgjRjbhqJwjqgyYsBawLg/gOHAuKvwnyqG5t2L7ixfyDnMGSADUGaPb8f+xJmg3U0YOZolnj2RLCpSaFsDdl6KZsBqiX0HMI6tDlHarDmWOteQb5fpWFNCjxZ7LWY9gaFyYLKZlO+WjMpRvPpOCEE5nlmniY7N3qxQQRv5nUJnpnaH4o+cRGjRCRUq3sOnVSRQMqZdbHJYqJeG3Vtib1TQ6yqjvfUmp3JMZpXRWuVog0tQlkq27oQWyM5Cyg4W6CUxuefv2POCaqSY+JyPiMKpylxkoTUhkSY80RUpawrtyeTe77+/C1BIikYwz2czixik1KlenGqEGI2Lzbg4eHR5WLqzO+JqsbqaCxsWpEaoBZSNbZ1VaUIJsMXRaKSq7Ju1Rjey0pdNhu+oUJbjPFel41CZKtKN9Yt1fZ1l583B5xjMlDozdvX/Nmv/hSbEyOsbAiBK3fnLgZ3v7PC36JucD6S+lfYIIHgMu3CitLYdOO+3Wz4BB1w7lwlAyNyiogEzqeZ0+nENE8kZ6YmB9LDZA04TdElZwZWx17wuoRIVYYVwOaeRZIOsqKxLg9NOQemu9Fu6Axc8SE7DvwBzka3WqCbG49V2qyQ7j8jxJe+j5Zf6Pj3I8vkaJz9+6Y9/Tu/JPivl3/dR5l3A2q7lOANcGkGTXfABrf26CNke4No/JhPmAy7lcbxz72w1QGG/77L1roxvexL7bWaP+8B7rS2T74TeXEegq9O2Q3S1T3kEGMONYyAU2sj5Oz5jQN/Dt60YqBJODQIjs+8e4UO6XWwZmJtuL+b8fjGpK7ik9Q6zcnZwrH7sEb/rKqIFtDCettoOTHlaQdHAzYpEJvIS7P3TPPPiqJlsZpH9iZk98rs7zf15z+AE5ts25rVfrfblW1ddkDGGxyB6gBSYVsX0npFYiC2QFmhiU12ffPuLR/WzdQbqvRJZ+KTLFtrLLcNCdZ8iN68Ewnd7MDvs733nhOo7lMf8VjNcf95HiOeh5gy4ADmavcT9OfYGk07U8uBp3+D/dvX9affUbYV9OXaDME8QsU/lw3kqaQckaA7i0nwtbLfh1oWQjRlhXjDyY7/ZjVGx2FEQJupb2YZw6wGePoDrx9umB2EGDPufmiUxC4d63eoWTHcH1aUQNtwWiRjkRlwZH9neFNAvZubjoaCOKrtBmq7TGbvMkA/KFzmll7Gwr5eQkyOYFdbaE5R3JqNr5UQCSkZFRU7sFZVZwFFQ9W10LaVXnyNseUxIcEOTUteNjePC9YorI1taz5mPRFTMPr4Yoazn33+Gb/+1W+M9rsUavlAnjZOD6+5LYWnj1dSns2AK7icQWyy0m1ZWZaF63JnLYWcZk4PZ0IUTpeZ+BFqaVRtLOtK796u62aeJ8HMIW0DW7CMwYqPlCwJurx6xddff+2yCJtM1VRYl5U/+nt/zIcPH/nu/XvrwG8r9/ffcIvKQ8psH64sTa1IJ/CTX/wUQuI//I//A2pt3OvmJraJy8Nr6nliniMP84nnpxuvH2diSHz7zUdO88Q0m/52mhPxIaN6MdO1NhlNOEWQTFlXPjw901T5xdvXlFJ4yJnoTvK1Vg+egajG6+hiH4mYF6KPsQ64T8oBOKo+hS7EZIlggz76VJJ458/NAp0BkponH62iIaAaiWpGnFFmagVpbl3mJtrjGoHR9oR52XihGXzvOXPoRZTqZnd+aHR0uh/faq2mAZ6i3nlundF0BEK9QPCEzKQNP4zi+G/3OvYXvFOOgduWmwdSSwasiXB5fOD0YMbC0yljUsuNsArv3r3j6f13/OIffslaFr75+hvef/ce1cbXv/stKQS+/NkvKKuNIM0xA4l1XQ0M7613Hy00TG+BjvD3MdWj+3X4BAZmKjVXYon+Xc3opwSbvoZNxbOxqG1IFIOPgG7a47B4WHbzPr9MgmcrwACBgJad3WDTF2wCUVMlSeCUT0ZFz5maJ/TjM9V9W1qPz8ETHRqnxwv3p+uQrEoQOwARppj9s1uno09Rts68xaTBtPAuSnWkIByTyoB1j6v4/baETJt1xfGEz3IEIbRAq0ryfSVqEzaMRWAJW5BIjKDZZnQ4MRCNgRjMn40sllBGo0vXWiko7z98IHiCRxDyaebtu3fuLRaJ5zNxSt6E8jOxNWfJRCu0UiTGTNHOoDAA2OFhWjPT4zo3714aaCDa5aQvwexWG0Qlhkg8mbn7fVmhNaaYyNk6ieu6EUMawJPJhHy99IKM3vTST4A6v0kjF3gZEwbg7c8cGAmrva4epIXFQRGLw7acojfsPB/Q/f5JDKQg5sfke86M1/VlHPyRruP0phe37HBZkeM32/dK/57hU4GzY5uCA661FgOhUJJ0KaHrd8Um3ExnA43W9UbThZQbj1MmrRPlqdBYh5RXrzfWcDcfxDxxOp1oa6U2IZMgJgOWVM0LqBRK9MItBpgSWtTsDXR1m1JsX7nU4Hikeck4Prv4cyylEFQcwBp3kqaVbV2p68Z6v7Perkwx8mqaCU7db0Up28qbL95Qt8q63hERpmkmiiW8muHNm9fUVphSHs2Rjx+eCKdAmjJrLSzrSmuFy2wMmr73lECSRJoCp2Qg+TSfKGw+ccpAbWKEJAZstEgTZW2FWKMduRY0jQkdjc0UmjKthfvzlev1aj6UavJ0wbyJppAoEt3PzfOH1ljWZXgK0RoNM6Sd5ollufGsTwPcKdhgmSs3Hn0WWpf1FBs14MwjaFQSxkw7hUQOidLg3pSNOysrhWLFIQ5mOyRVaaytsmwFcaPq4bUVnGnZ1JtuZl5OzC4PsodvXnh2hh4LRcCBzOb5i3uh+gCDfjkvm3RkW7fOQHAIWzuDs+9bY9V2b0j1mGTjtusBHPWmlD/zpnZeRc8dO3bVfZOkWy60vxXBic6QOQJk0c+dfjN64+r3Xnpka4j70fR/7DFPhpn2p1cHHeylPnmt8XxknB9mbdIlWUr3Zq2te9busrVabX/0IRgdXAIZMrTg+asNPtHvx2qBNOUxsU/EGiL2cqapCu4die/pbsxuawjUJVIhBkprDr26/87wqGS3bPE9JMFtALz5k9R8y3AgtcsITbVTHewzJnYri7E4AdKxBsDP1wBaXY5peVygn6l+RgfGvexgvupGqWYmX+5PrLcn1nVFRDnlbLlOCkiryLrCagykoAmNsZsyoU1Zl5V13dxL0fx1m6qphtRqDSN8RLSqDR3SzYaZKN6sCPu9a1ADaJVx0Iy8GgN2QzJcYvgjuZ9Uv8yD3e5/FEy+1yX4MNbz9xDX33O12kAqdLb2ISaVzSXc0m0X3IetVfNn9f3X7Ru2dTXyhtTR3O9r7Qhgd5AdERtS4blo0+byNcae75cKXflsce2vAG4/vX64YTZi49+DFSm0Zt2jARbpDiD5hwjRkG3HksYr0Z+tOAKM/XdyWrbVXr0o8sRiXw90UKmjtKY3FiQlkkQ75KttLg0QmuzBwx/8KGoI3k2yh2mqbluFMUVytuSgbkYXNN8OcSPY5BIg07C35j5BFcAd2j1oxhgom02zSTkxTxP68MC33753UGbywGksptaUbSksW2W+PCAhUhHKtrHWigabUnHfVu7LggqcHy88nE5cHs4IMOXElE6sTitstXK6XAgpoyIs95V+8713wFaK0aa7J0eMnC4nLpcHJMD9fkcj5PPE+fHC3/9Hf8xXX3/N+//ma9brDVGjTD9/fOJ+23j9+i2KsG6byfKq8u6LL7jf77x6/YosEykJMQuwIWL36vHNa+bTiVYatShvP39FK/hmtBHNISbmeSJI5ne/e2+AyjQdTArVzCJ9zaVkXS68qBJVSGE/LA4nRoiRgskAJQQzt8x5MM2KVqKYD1BDfD1bklq0+IhhD95BvbNsAS6mTIrZ1k0LaA20qN6d2gO9dYV0X7a676TOyNvRos5o6nI1Ky7ZsdyBposIuKm7YJRdDl5Mo2Pirye6U+jVHIHHnuyTS37MSw9xYUhh1LotIZjBeS02IazVOqZ/TSm5Btt8fe7Lwjdf/455TtyuzyBmQJxTsE7wVni+PvPdd98SQ+JyeWCaTwSJLEuxxEl1B2c6jnTsiHox2MET+0tnc/r3hmTm+FrGP4PHw6bqh2d/zvZcWnVRQTVT0OgmqWMqXNyTK8EzWsWjrxq9OtnI7mHGGwPrfUGdXSoOosgUSQ9nwraxrasD7v5awTwwWms+MQhonqyITQsKKZt3XGeXuoRN8PcXezLZv0+JMfjR0ruee1JjBbYnPkHGfrHl388b2ddJgLoVtBwMEHtCIUZ/7uPOrRPZmU/2vlII3K53ipsRg7C4nt4mw5kc43y+8PrNa2eSQU0JYhzv0fa7ddo66Kj4lE7vOBow5H4GTsdWl6F1A+1t3ai1MeXJZCk58+rxkXVbud1vrNvKXAs5T87+aON8Pl/OpJRYNlts3d9D2c2qgUN8PBY93cdijweoefPs37gnK819FKpWZyb7GX5M8Q5JkKN+tNIOSZuf4K7n70yozQGV5vukwve6zT/GtcsxnE4/1m0b55QZYdua6L5D3dthdOlFB6h2eCqe7DmjNIh55wChJ8/eKAvYuZpyoiZFtr4vgpunW1yyIQA2bKMezoEeqnoM6mcJhwET9uce9IQWKzVVtBZqW0mnwHKtbHUdI+sbVjREsgEQUmzPNljrxjbYcgv35U5yRnicJiY8B632OnaaBeY8c6vuk5QipRmAmmb3ViyF9emZdVOWtqJPd7Z1Y5ENWYWPH5+4rwtP1yuqjfzFKwPpHLQI0U2UcyLn7MvWusTbthl4MIoPiwdZYetSE9wbRPY4k1z+FRSmvHFtZtbdqjGZcozgwEOMkVtpbItJ1MxPJ/D8fEWDFbtIsOZCa5xOJ7766mtjLVGoGNvV5j/azLVMJhKp3rPvhaTtpOYAtq3ZEAJJE320tg5gwcwqEgYwqRrwY2eUT9Fzi4Dk9gwIDjjhCUXweIiDQr59+k/wnFSigVPr6ntL+hrsZ1qXt/oz80KzM+c6kNAB2uagbG3dTsNqhOgmx8OzkA6g44HIVp2yT20VzzV74f9ijHv/dZSd/kiXpLSfcY4qHN+fpZz64p7+ta/n+//7X3mI6Z98/ZGps3+txbT9fuswc67dm8ePClEdzxn3GVK6v037vT8X9s/TJ+h1QMrAR2+gBD8neyPCn2cHkgz0rCYd6h9BGeeQeM0cJXzyGX2ddpmUqvkXYROux73R7kfHyCVfZPNik1StFjd5sqiBJMW9eYVgny1aLTSawMiB0Vf3vdP3BcKyfdzfi7/z2gopBJqsbOuN2/XKti2IQNtsAJNOpuZZ15Wympl/Fmv6Wy5k9dv9ZgBXVAdhgw1esQnh9mvK86iHy1YJ0gixAVaXb1slyl6/Wqlbx/PisBotlqU9Dujvk2TrOIctF9PDv/e8Tcc5i9+bnen4YoGPnGnEjP5PwRJUmx5oVg86mnC+ij8BUqPnwkbwO8i/6Z/TGafdDFxAm2XLdcRI/5bO++l1ieefo5z8AdcPZx51oIhuluY/Rfvm7B/G/mfQRYU9MPXXOgbfA6LXCwyAqNFsWDxBxgOa1gIhDJRa/ZUdxAN2ZtMIfGF/e/3n91+lLkZNlIBKdJ8FoxMmbBHVUqi1EETdiySS8onT+SAbUWFbFrZiwaSJ+PSQNu5HqdVQa7V7aYvdJjvMp5MxgyzNo6lwW1Ziyijmh1GqSUbWUomTSSa0mMRumiIPDxceLmdSiiybGZVN04RQ2UphmuZheipYx7z/qRQbSVeKjR+NwcxS1/uCBOFyOZNmIc2gaSaeH5lOExLh1ZtHPvvsLd/UynK7m7/RbYE4sdwXE9eEwGefv+GLL37Cw6tX3G4r2tyQrkFtgoh13G63G4IHGgwdTikScrKxuZi5c61Y0h2Ftq48vHvLGiJbMfPKmDPzNNnkFsKYnDU6HCOHOBSHfTOGQNBIo3rxakmgUQL7lzjzzBN+FSUm71C2Si1mLD+FRGjQOZWBzoiIZqbZxCZP9WkHIj6oS39PweZrpyfwh4JLvEi1b7O/G1O9fJMNiRodPzgUXdUCzwuzwb6/B6LNAcjVgeD/qNcBh+kxVxCXZkA3L7S40MyrSEx/bnIfqNX2axFhnpKNB8WC+5SjGXreFrblxnfffsucT0SJXE4PxEnIfjAXp1PjIKD0yWWHJGA8TT9sOgbYZTfGkNxHc3bfHehmfYxn3gEIM6Ss4zxIKaKtS71099vQ3mndAdbuFYV0qaIVHaVVtrIRUiI5pdMK1Uie7QNV9yzp931IiboflvaH4gdgTFYEJTEfOyyZN4cOT/a6v83hERsd2n6A9BXtSaMArftVOLhr90YNCKKvf/+lfWRvY4cu3M1C3GhQTQrceyNIMM82fz+365Wt1sHebCHw6vGR4EVlypONie7jWg/JxR5n1J/zS8lF8yS2JzlRLIlsfnMl2H2KwbqXtdoCq9GA3pSUnJKNGfeGBVhD5fl6ZV1XG5TgvlXKzizsUaUD1faWDuDO+O0AIBw2oCVeSlc2HsPXHl47yKvj/+z/DzGmP32Pmd3FB2FnpYW+vgX1yUkjr0aHpOjHvXx1Kc4qZXQH9ym0MgpneFlUvZDh+PceC70OTA+/iZEvcShkKt0AO8YI0Tqi3eMvJD8bnWlh00Sjj3tnPxNVh30AYmyKOqjx/hm82rEJgYxfjebTlzADds9k911vOVdVH8GNjWfXVsC7w60UyBM5BrQlas7I1kyKpQygDFW2ZX0hO280Nm0kB6ue14V1u9OnCwoGnpdSeL5dbdrWuiGiJpUTRYP5e6acCTkhOaMxYA5FLhIRcRsBa2aqs4biWZDVpWUNUppJl8TT8sE64iGQYqK5FDXGyGmafUKvM0HXFVVb13mzDvRWqzUMsvD8dEVS4BwNrC1eiF7OJ/7lx2/RpmwYg9FXlXkSMTGHmUBg042qYeSI4uBQoSA0so+tHgWouU25N1Ia/kk5JetHWYJjfkUpMZ1mW1/DDzKYz2bcvYv61h9x/pj/dHa1TaEh5UA3tN0Pfz/X6FOAIzE4w4adyRR9fw25azP5n/n6mGPXKFRc0vNyX/c3akyJ3uiTHqeHpYUOIIZDEfpjX+LxkxFT9iMyeH0iLqf/3tXB/fFiwg5w9C85FuV/1ZvYf//kxD+8vMXJLnHfl8MBfHFgt7/d2jyfFUE8r7FjWEbOdHy3FkPd6qQpBItvTLb3hmH2KOSFFpz52wHzwxlWHbxOIY9zfH/vBy+tpodfzeO0vY4cCv5o7v0jHwl+RMce83dDYcbglNYgQFkLZCW4B6U1Nzek+yoFa+hsdS+SA8Ja7kN1YVMNoW4rTTtryLzgqvsnaakoM+Lys20zw3g8PqN4k9NZerVZTYw1P5LnH9mb64IPimrWeOl1tIRIrTY9tLVGirhptPkqI547Hyeq+RvQVmkq7kPqxAC1c6fjGOZtq27E3xtQ4mmRy+NQ96/7/hlt69Ly/zhy+L73LW8V7cSYkbDsedXYM3scMRsH6E3p/vX9R/Z1bbl8s7TJrTJaj6Syv+a+Xz8Fb3/49cOZRx3dbXux2n+393s0cvIurgfLXsjK4X/6Pw8ESGDX35pfi7aXxrIhCPhIwnHIvLjPDih1gCSGgd7iiRraNab2s9dypzVlSqfxkiNXqm3c6+4BQwQlkNOMnOxwRZ0236AsVzOiLIVW+wNtjpxu7rdkC3+5r5RiiV1KE+vmZlwKWuG+bszzzLJsNLXxlKVW05ZvgXnKpCkzCUxTYpqzGQRL4OP9ysePH3m4nNDWWJaVPD06TbDt4FWzSULbZlPgmiqn82zTR0phud+4Pn/k1btHXr87c1ozm2RqNI3tx49PnM4zP//5z5jzxPtvvuXjd+9Zrjfm09mo36rWhX/9yJc//ymvX7/i66/fs24bpWws9w2VioTG9enK9fpMDHCeZysWQySGyOl0skM8gLohYdkaqiZ7O8+zTWRz4/A8T0zZDGCzWLFTWyM2ZxXggI0XQseiXkWIIRm4JYzpICFEP6FkyDy6AXX1ABEPaGUgMMU0CgTtgc0Xr/o+2qcMGoDTQkU0mmdSL8D7uvduwXiZXlThRVXb9a46gtGhYO1bx9d0/9mlVm/gHCiN/T9as8QYRcQTKf3bI1vbn+Be6Ja6MUl6WWA1A3FNKpmtfGkWfOdpIqXANIkZy5YyvEFOs+2Hey3cb8/UtRhDgMDDq1fM84kUxL1dPI60Njqi6odVTzBsJLUXUD7lLvgzEkBLpY8ptmS/B8ljwNMRB/trBixOppgsVulennUt9DAr9jjTRkxUOj3ZzHU3T8I98fX1JsGK0JIaIacxOhwwiVnzeT2j4KWfasPIT6KbPOKdWe26c+8kBh1JeP/osTcNBsCrxtxrjSrWSgmwNxE8AXtx3/rWjOJJTdj3gTYTj4lPqIhOwddGaWaCqqqUpibzxWQkMUameeb161eId8WtAE/W/ffipJ+2O9OGwUQboBJehIylrS4v6Em9U6AxBkTbegPA9nEIwbuhyRMfsRi7iMuSrThNMZFSHsBjTtMhnsDh8Y3Gyzj2B0gjRsvXvSsv4srq0ju6/vVy6KIezuhj0r0nU/s+sA/9MrnZ5Vzh8H6UAcaKgwHxxwePdvbWzs/ooI42Ywt22UgvbmQkqv3esu8l9kIJoE/DMsB1JFK2b6sBhlWrm8y2PY+KfeqNg0UxDYlO9M57Z0z086DHAfWui8k1XEgaGq0DSM6cCt2LqOd1/s+9UBJnv4YuD2p+X4rlmjY6vRHEDHxTSuRkE2m1AjGRWvM4YIVB2Wya7haEk+BDgyw2bmsBvbLcV67PV0pdCTEw52yekxW2bWNZV7Q2UoikbJ3yJj76fZpIk0kwWhA2NRlVXQtLrRS1ZxVSJKSMkEiTyZjifWPRG7UUgiRijJaP3TfIE0GhLBtlK6QUeTyfTd5RNm73O9v9bhK5KcNSyeZqzr1tbC2wLRuxBeqSqNUGgszziVaU+7Lg4w6oVCKQCWQyM5nsz6JVMckgQnRmUfV1V2hsbCwt9OhKEJt+myURJbKVzf0j1dnNk4WJlMmnCzGfQDKEiRBMDkTyKXRxPyP3mOgrT5Wm1hBqtWDeAjrAmS4dC/QzVlAMYOt+dTvLxs656HKjHnf7hLQ+RKVpIB7Oaz9W9r09zhe/epxnB2NG/QC+J62h+GlM+zGuAybsxa7Xpr0Bo8ZysIb3SxBoZ0bIy7Oi/3vPJbqE63ssUDnUsTL+qv/eBx+Mmo5DLutnpTb3qtIOLvSf3XYPzMPnw591B6IsXw7j/YUO6mtDmnhcjM7g0fEGO0tD2g7e63iv7olbrHnWWUwKB0KD/0wJxuT3s6+pMUTt9dp4Pe37SRpxbAyGrFJ9IqvZNQjaKpTNmC3ibmZaTQqGPeTa7rZegzEky7ayls3vk5l8t2rOQtFr6Oiyu+W2cLvdWJe7DZ9yoKiKAWZ47V5rHT55sDO1SnPLEG9epGSKDnw/ppgJJBugoI4/swMdvUlSS/XGWZddBj6dgrY/L4XgsrAikPwclH399c9uMaCSsDOn56+9nrL1IsPj84VEdnyNnQtRZH/2ndXtFiM6Ops6Xr+/71062dfsvv5+3/WC4ezkow5mdBb3EZzt9/LFUBJwnOSv/DEvrh8MHtUuU2teODqSahtgH6MqYnHdaHfViv3xQTAwYARY9ekVnnz2g0P3Mb/jd0/6JfRCJoxNa/mnjofUPJlNMbkJmHWYW7WHNEYuj8BkFH4rPMwMddtWVjWJUQzRpVIbLQRifw9WqgERCZkoGXGgYPgPqG2ibTMKdhYZrJT7bWFZNmKIlNKIklCCoaqt0gps0czJyijijK10W67MD2cuDxfCsoB31NqtccqZ2/Vqz61Wat1oWllrISQrlkwyYkmdBUwveiVyfngwfXpZyXri/rtf0+QLLg/vmObEx6XytBbzRvGC5fMvPueLn/yEpw8f+dWf/yW//NM/ZbnfyPnk66fw7bdfo9r4j/7j/5jL5UyuiVevHvj2/Td8++GJUla0mY9DlOjeS4kgxqpSVcp6Z5oS9+tqSV0+Exo8vnljPgzPz+i2kWJkzhMp+FSmoKzFwMOAjWxvdaMWC3yDthd9HL3gUoDonlfZZZh9AyYfldsprjImHQiQg400734nEhk6e9up6sZ8aiDDunkhaetUN/vanA/eJf35ewe71M3ZT87K6Ik61cEjA0teHrjOVOlmzK3TfoPvqUPkGIHYgbdSbOT7/tek+AMjzb/Fy5KD9sJPQzE5CMmm66Uc0ZYRhNv1ikhjmifrZrtEJE3maRUD1q3XOg7NaQrkRZlenbldV7ay8PVXv+Xbr7/h7bvP+dnP/4Dz3MGRnvbwApRR3SNVX5MiJqES9WlinRkU9oRkqBNhFJaipgeP7uukQFmVzQGzmKKDL4pqdZmuPcfOCu31v93DDv6YT0WtRvs+nc+AyykduBUJVKnjcJKYei4PWKElGCNG6Ie2xd5SCmnycQ6eXNm6rEhz+j8HcEGd1IAYiKJCC5HWC9rmJuilJ1sM8m8TzER3nC92BzUoacqoBNO8b8XPBvPNaWoecU1tDKw2ZbndTPaoUBTynDnNM/M8M51m0ulEcGZi95Jofd/tixKOSTeAHA1X7TQL4lRzoE/iMh+qLsVgnJUDcHBgt9ZqU0pDNz9US+xKI00Tl8cHO5/cB2KkJL2439/o/g9hf+8vfSn+qh0JIfl5S0+YfUoSspudOkBkKgRjsJknXQf37ee2cNhTPeE6vk+XHHSfkp2e/eMXaPXobTLunQ5pMLAzf2TvSGvDTUH9a2IgJSvodtaSJ8eAyXPUzypbLEpx9lm10t9/poRAms1zT8SmjA6vK/+FWNYUJQwQrvXutjcHQ0yEPvWw+6eESAvVASTZPV5CsPHysq+6XlwlMDPwLYyc0OSHbkgbok13BOaUyC67DwWiOHt5LZRiEs5t27irncNTBxA9R103MyDt+WYMNuBjiom7yz1U1YGjSJ6cadwaUYJPzzMfqW0rtJCYCTxfP7C26vd2os6NhJl1iwPJkYgU5f58Y73duT9f+eab79C1cJ5mttMJLWaW3ZmxIoJsgbUU84i8W7dfSrQ1opXaKvfnZ2YNCJFyr9RQmU4zn33+Ob/+y99w4kRDmCludF05k3nFA6AEqV7crthQgkZgNv9DOrcosNBY6tWYRiFySidynmxKowivP1y5l0JZb0zTmXl+IKREk0Q+v2JtM2udqZwhng3kTmnETpEwpob2PYEXssbu6kWOTe5Nbh4/JJYhQLWz9ADB+/bzvL/VUZDtAJWYrK/u4EFnKgtyKPx3v1VjhuzycQSfrOu5Hntsbq2fQ37WNn70a6hDgH529gbkuD8HZEg/iWXj9HA/xU/Zkb0Y32ul48/e703/Xjvn/H0YyuyMIdljiIN4MSUq1dgu2ptmO8PH7r8M/0T/hIeztmdingd3BqXXszrOESG0/fnvbKoDMAEO/ugA6TtoUmtDQl9DHs91vwk7RGa1a459MMfe2G5O2uj9kuBAiYddY5m0io25V7Ss6Hb3ciZynrsPVYG6oQqbmzD32iUA0trANKsa81McHG+iqGRUYbktXJ+eKJvVnYjZnWixibotmZS5qyNADORpyrZtRhpwRUTOmfAQCWU/ewT3OLpXtriifpb0RlfA9qmW6oBApdWdJagNNDTH2DqbWgkT1FujNTsTP51yqs6YCoKxgJVhJN1tIgwsNGbp7tihY90P+4XxU/0+NANSu4n72Ad4YjdgqZdb5QXG0b9vX34cVTNj3XyS9higZ8ldN7h/+c5lxLhWdTDc/6brhzOPHEWcknU0m+5dqapqXXdVVIt1ojXajSZCAZnEjYgbNJvg0mpDWx0QzM5i0L6bXNunaBXU/ZPIPSCIm+hBT6FSzARJlnw3Q3fLYhOhqlo3DvWNCFxCZhWj5MYIMSdnyjcbeczu2WQIKVCLFRfVxjXTfC5FnNB2N8mX2OFWW3PX+ZV1WZnzzHJbnHVTSDGzaSU5TXLblLIptTTmtvHd+5U4TzYtyDvgNgo+kiYbCbtsC63Zz9rWFepmBfM8DfAup8h9LZzPJ9NXqo8HxJK3eDnz9Hzl4XLi4/VOa8UMN6fMPUT+4v/7P/EX/+yf8b/9z/73/P1/9If87qvv+H/+t/8T//Af/0O+/uprFr3z9s0bBOXP15Xnv/gNnM7UE7x6/Zq3b9+Q55nb/cb/9f/yf+P16zf86le/4n/9T/5TzueJj882QWWeZjt8q/X1pzzz8PDIm7evef/tt3z33XtjKWmhlca6BrbVkuvXD49MaUK3xlYbH253ppRNc9yUrO4HE8y9/17MY8mm4ciLDkVIZpAbabamYjxILTpYk4wSqDp8gczbKIG00WlvqsQw2ZprNummipCCkGNk3Wxil3RUGjN7to6Zd2o7LfcgG8A9uGSwawygUImUshJCYMrZ2UU+mrs2H9vp+80/s0gkR6FgBp2CyU/A9gINGmbu1+twCX3v/bjXYL143DApXyXnzLLe6HINzdmMsT14Pj19ZD7NUBq1iHmR5USrhRwjaT6hVCTaiHltlcurCzmdWNeN5483rteFb776inm68DzfePX2jf0sFevA4AW/9K6ZeAFYaMuo/i3OqDjVv1ID1LpxnmeGqafs3w8u5OnMTIwD0EUYwQs8T81QYHMDxcjhofk50ZuLRjU2CWuap8H+aRiwbM9dWUNGSkPyhLivWz+KpRYz19ZkFGYf8x59kkSnxGuz+BNicD8NoWhn58Vh8LcEIeZsyukQXILgbziaF1xnkKkqxTs5/RQN/r4NdOvNBiAKdRsDWP2ArqylUFZnAESTLb//8BFVJafZJMPYNMbpdCK454iBcbKfXTQkVNRHYMtSaRrQaHwy8xC0gsmKbCvabUppn76lTsVmJPFGU9cRq3oijuKA52ySFTHT86cPT3z+xRcs1zsPbx78GXjXTO1167Y5eLoDNb9/swF9Hb+4GjhrC4UQEtq2AZ6E3n0cXl1WEB7TqBB7OqIHvwpj215Ob411INXo2CKgzSZ/bvY6KQaILoXys/fHvvoE2d939cLDPB4+ScVU6ZO0/C9Ak3d0+8je/csNUCrM8+zUL/y8cJaqx4cYEzLZ9KsXkuOxBm39ba2ZH1zMZvgsQDMWSnCPCnzUeWehiARo1QFmcf8kcbP5hGRlzQlpm7OJ7HUlWLc5qsfALoMVGYyoyIzkiRhkeDIRC0UX6rKx3le2dTG/MFWenp8BpU7zYCyC+/vkhDxegIs1DYKA31Nbl42QbVLrw2UmJJNfhJyYU6aqyeI+3m60JpSHM/nVI5Mkb0Qkgga0WOOvLauBaU3GJK5ai0mCe0Kvxj5QhevTE+f5RDibH5mEwLKt1gC5NpZ7wYZOChrs3Ish2ufIkbVVVm/ulVrYysrCncpKQIlufn1h5syFhXU0pXqB29eLi0ysC483RqNagy2EEUt6LTC5AX8IgWmeyafZPTYTp9OZ0zSzlI37unLWR+b8aM+2CVN19yCt1CigE3pv1HW1NZLMJ1JaGOBL2aCFOGJsqcK2euc+Z1IOhKYGLrpJuLGQoelGER21yLoVppyZzmdidiYW3qBIAAH1etl35AF88W2EFWdB1KaBen4V6AoKcXnoj8+KtAb/oWg9AO4v2BgWSOjsLsBMy8HiRgfDwuF1BSDaYJgD0N0v/eR7jj9fsOY5df++I2gT3CJAo6kOLCf5PWdWsil8AxBSpQXGedrzWNU2JEif+lP1n9/Z+f7uB0jVjv/edPza71+lVYuN2nM2b1YH94uzAVF4nmrxrhSlSXuxvOw16/j5oo37djOlgQhaVzsfSvP1VclWWdh3tUbDPGSbFqqbR0cf/GF+mj0hrO61qGgrBkgvd1B4fv7I7fl53L+6rmzLjeWuLOvCw2Q1Jt4Mud9vzEux+AU21GDdWNfCfVoppXE6X4jJmpBNC6p3morJcx8eSOfJpGxiUyavz3fqWpnOD5xOF1LK3O4LISaePnwwbyb3pEs5WT7ap+85GNnzJfNDXcbzjS4Rq25M3du4feiDAaJteHa+WNOfXN0zqVVj/5b+msfzzwGi/rAN/PJnqv3n6QsAcyBKY7/1fUsnZO8MfRj+dvYAbPq30cIF47V1r1198Zn+uusHg0dTymhytB338hBQKilFL0Jdrm5v3RLT4GPvmuNxrilubuaHy4KM2q+jM4bfTO1yM3Hkth3GKxJRSbusEWNpdCCqOY1bJVDWxUcb+4QgB5FKWZkeT8ScDj/XEs+drC1jQlIrG2XbTKbXiicDAkQbuVqjF4K2+MzMO3F5fOC77z7wzTff8fbda3KeOJ0FCQuhRLalsm2VbW2si0lGltvKFk9oNKpfc0Q/xoh4V6rW4hTzasyQWnneFk45M+fE08cPoMo8TaxNyNPMx+2ZKc80hXVZWG535sdXnOeZx1ePTFNm2xaeb0/clhs//4f/gF/92Z/y9sufcnn7modXF97+5HP+/f/kf8nf/bt/h88+e8O//pd/yrIsvP/wgaf7Dc4nTu9eM09nLpcHSi1kmfnip5+z3Bb+u//mv+OLn33B//mf/hekOXJ6mKE1vv36K/43/+Sf8Cd//09IKXG/rXzzzXf88s9/xbaunB8e+JN//0/4s3/1r/jtr39NrYVXDw883658/dtvEALT6WwUcyCpMsXEJBCqySGDmMyw0+pTSoTUNfemw89pIsdEbdWp/BMpPVgyEJQYEnk2VpoEo5maTFGtEyNtbGQDKnuCBY1mrAeXHODItjGR+skGBB2AUXFp0JBkioOx3skyfMJep5u5deqs2AnpvwJ1XanBWFUSdrq4dTL8+FDGPodgdeGhGBN6QfjjF2jQhnF3q4VWCxJgipmmxab2oMQcecyvyPPE7enZupzFJslECYSqlFAR3Yw9I5UQHGQV4c2bR/I8U7ONaz9fLkwTPH288d033/GTn315SD6CBWcJnB8v3G5P1ALLtqEoeZoOKIZNm+rABti3Dgr1SMbEvRXYkz4Hy0ScnSC7maMO82grTmo1aElDh8Nd4pOjUdPrxnSeCbFYjCO4xl69SLQY3UGYdSujyDcGnNGOo4hRqRPWtUOoGLMIkk1GaWbuHUTGaN9OeSYG3wuCIiQVqNU9y/raU2OZtM5uCv7Vth9sihpocAZSTxTFc9baBoOvF9mqrVtpcLveWNeV7iUQJPDw+AhgY6YnB5RdvrayMJ8uDlKJ3/vgsBa07qn2CfhiSYRToIeXn9/jHgdg7yZ18NGZFSmbx1KfFJTSmQ/vDegiCNM88fM/+DnX5ysPjwaux2gMoA5ODfDp91yDadR/pzPCXkpWj4bixigJiGRiss+z3Bfef/UeEYg5k2Lit7/9Defzic+/+Hx//mBdVE+WUCFNiT56PIToQKcnVE1HAt8BseKF+N8Gacjxkg6wwPBtMgZPPIDCxoywL5IOi47PW6on/63nYJ4LNcs3lnUld0Z4z4s8HnUmr0QllDA8oboXx5i2qLh/38RghPvGC5Ks44vtLd9wL1gJoYGGXY5mcqjCJAnBz7NS7Jud/VrKRpTLDl7GbmraE3cDaEsxI9ZTyHaOb4WbTyZrpZDEgLHYDMCvW6VQRvEXY2Ce4mDeodaF183kVm21czinxPl84vxwptWbNx3tfCnVip+2biCZFCKX+WxJuGD7uEArC0vV0WgUcY9EEduHryKpirEal5Xb7U5ZVt6//8g6LSz3hTzZhMdSissKI0vZ0MaQ1USB4I2rKo1SN+7rnet2p/2q8f79e5TGxEQmWbMQRYhUCjnPWDzY/RHtZDeZTBuDscPB4UjMp65WKmpd+yjMfv7FkEjR9nlMGWImT5Ew+1Q8VZfQWdwta6O0hXxStwIIzji0h/Q3FTQdCK16WO/Sp2eqTXzWAxNQDCQsqt70dtZeeim13MEDHRIlQp+0LEgMNtSlmjFwdUDc4rkQpwAlObjr0wNHnve35+pyaFVl8SaTDUbqTASTfuwgDt4gKUA1mab6EJYoIxcAzBtITWZEb2gJw+crHM69nvN0lli/uvSp5y072G73cQACh8ty808ZT/ISsPI8F3AGzqH27M9eD6yzQwHfWSR7YW/fZ0BnBwfF2VM7KFVKMSN29pjf3/99+84nWrrkLJqRvniubQxuz/nBiACtYGLU4P1FGXL4Pq0TtbVZWzU4OGDgXOwkjmYgUWdgqxoJISWz4VBlua/c73dO08QSArfbHdVGjpGHhweCXLleG98ud6u9/HmsTWkb5HmCIA7WWs0cgwFCOFAbxr2wRmhtjRASzeN00200HafTxHw6EaP50L2eTjYU6vQFy7qwrgt121jqRpwSKSVK22AwYPtz3p+jBDWZXLUczIZMuHeen5O1VerabIqdGMzerQVerLVgUwZ3GeW+Bnu8Cr5ftMtED+foztxrh/XXfbOwvSS9dnO0IphH73FNfS9y6s6kgpcg9g5Y/c3XDzfM7t0RDKk1up+jcUFGwkd/28puYdS/5wU6a38enhQdRdO9gkop2WZzOulaAzkIeQXJEQ0+dQZopdIijsL6z3Skt5vgmbGmOFLeXI4yk1OiYWZ5Qa1YVi/8enHf36MqlNUMSLUpNKFqoKkb8k2voVxtwkaezNRw2yhbNXMwwUxjFcq2oSpQlXUpbKt1jNbVuv+1KTU0phG0bDFE32hr2WjrYpQ+NWlcrZXtfucKXOaZihDmmSlPvH0VWTbTcpZWyDEznU9MlwsPrx6Zpok3b97wfH1mKzdiCpzixHfvvyGdZ376859yOs9sZSPqiZ9+8YV1okLk3bu3fPjOJp6dLhde/+yng5YSXTfaauV+u/H1V9/w7ifvOJ1m1nVlWRZuH2/MF1uO//V//k95/vjMP/hH/4hvvn7Pn/7rP/fF7np3tQR7PmUeL294uFz45n/4mvp05fL6LdM0WcFfDD0PWCBL0abcZR/rmyczbkyehAU3cQwxcL+vaBbO0yNbU1oRNDabOuX7QcBlEm7C1/eJMJLEceY5syQ4wivslNV9rR4OZjfIa2pTE+rByLEHs5wTIm0cuqhxoozJ6VMU0MN7cOqvyNgLKGiTwTwRMRad0hA97AHXjGr/iNJDwg+MNP8Wr6fnJ5Z1YZ5mTrMZAccYDESSLgVx6rMo05Sp08RWbB/3biAwPAySP9NajeknAufzmXUrqAoPDw+kNzOtBmr7CpHKX/zZL/l2+5bPXv+En37+c969e4eESNlWymYTIU/zTGmNdbkzzQf5Fnvx3WmuIrtcpKdihz7hSFpaB4Kc8juStmZ8mhiEEIV5dg8e7eePvdoA42W/T9GDd/AKS934e1+z5pUGSkhpHGKCJdSlinvO1QH42JjdfVpKS43WTRsTzCRYTLpqxaMnWE4hVweHetEnQxoQbIKX77nWKhv91h4KxX7PhOE7OMwwgxiw2poxC7au/zdw+TydfDIjlihHK+Skj/BlvwcadvN9xWKB9glyHcwT8fcgA5xsDmI1L2Ss+834vtYabNt43mTIaSLEaHK6WlnXK9frjRCNGZVcWpt9UmRfb/0e2h/tPShyaE/1/9QXSc2LRNpNR3VI73Ss0V//6teHpEv58P4Df/anfwYIeUqcTjOXy4X5NPvEKk/I+7krziXwavZ6fSIl90jxDmAPPSkGtIOXIogGNoqZD//IV5A9ORsgXQeNwqFQZb/fXZoYIh5/7a7WWszUv09wdbZQZ1JGMn1q5jij3L8kuKdSwKXLAWcey4gpIfrgB5RSFIlmY19G1osFhBwpW7GhAi5bE1XQvSAOXnSKFzR1LdRsBXvbqiXptvoptbI0RabJwIYcRzOge68lfIJkKazXO5IbU4B1XS3vWTcDtVIiTJGf/+JntkaL+SCt20rZXFKyBmRSlm3zc7Uh1YZiTKeJEMwPT1VZ7ytaV+q2slUlbsmKtqqcpzPT6cTj4xtjtwebiNakUR1wiWLMQqJYL6Ep05SG9GTKmfX5xv35xtP7jyy3O7U2rtc7t+vNFk2wX7V0aYztOwnmrUQQpBXatrK0yrqtZmEgyvV2Q1Fjxo+cw35NZObpRAt9QmLBBUDD7wg6UynaPLYo5JRs1bSGtJ4nVEPp8WlVyeT+MSXylAlpZj6dydPE6fHC6eFs0uEgNO/yt1YQTcSYkeQgcTgUQXuZ8HuvkRurxYQY7Pyw3x0UCx2kqCaXHSCBDRkIwQCkvbb02BfwGGggSmvFPL663YwDkyHuDPYjs++llOtvz6UhEA9DPcbBCP659iJ2j9FenOrOyuiNmORN7R0I0h0g+WsbFF3qo/s9P5xPsMc0cOApJZT6AoDpzaye8/aGzWi4El0at/9qTWlJSZ7fqrOq5Bj3/Cy3rHzcnnEejkss55Dw8jmHoqRiNQxZqXWjlm2/19Jourpaob9nxn3Zf2K/S26aEoW1OhkiWPNLBKvsqwE1Eux+Bq/fDRhSkMqGUKJJuE7zTLnfbHpr2Ux9IrNNlW6NVha2+83eSa0Izc8r86cTMSlXKVCqs278fm2hErIxvCQEYs5IsiZqTBOEwLKu3O8LVRufffYZX756zbIspOqWOb1WabhMMFBK95cqds+1D0qye7WqeZ9WPzObKm0tVNl8jezrqbUyyBj913yamGer42+3G1vZPDcP3hCwhqp01jXsMsnqa9MCDYL6RHlGXdKtUQjR8/Xe0Ox7Bgg+FIbtAOSLHeLSB7383q217xs6pqTmS1rreO9BAurMeeoQBv+N1w8Hj+g+QY4M06d1QC9y9x9pBazlRIeF78k+fuOadi8H9drUO3O1UaaTFavZOtRaNpJLeUz2sAeFVps7rx90xliwL80noqVIO3Q0gy9g08/bqGMb7W1RNAYxY6/aE0AzgjUzyWTePF3H2AsyFVoz4MwMtPvfm/dQHxEexHyPtlJGwVK2HTTS5jr/5N3B8fT3oh1gud6QGKmtAC5N2hYzAgyRrTUjjYh4J9ASxHO+mHRu3QgxcLk88Pr1o6/zwv1+JSThnGeePy4s77/l8Sefk3JiWRdeySM5R56ePhID/Jf/9/+St2/eUGvldD7x05/9hKenJz68/0irK2nK/Mnf/xPevnnL+/cf+Prrb8hT4np9omzW3TdJi3A+nTg/vqJW+O1vvuL5+U7OEw+PD6z3Kyk9EEOwpE+VnBPzbM78xExMmboVylqZY+Dh8TVJbS2kbMagMU7MU6Q5fX6rVqyGEDxh7pvXKPJN1Sj6cZ+KZD5Gcehwx4SkvtobY4x3l4YIDjSFcDhId28bYHRhai1sAqI7KGvMO0Wq0cNN7mIHQXVA1ta/9nhlP8ELlF7ImgsYDnoZCwupBKui/b31gORsE8X1/30dWpIR9WVn58e4nq9XL3AtqTu1iWnKJHaEPfSCzQvdlNNA9DsNVKJ9jck66wD0+iSf2kzG9Hy/IsF6uPMp8wd/9AVV4Ve/+Q2v6wPXpxu/q1+RYuaLL78YIKIBfwlaZd0cZPRDZxghe4DvjK9OoGjujxT0CEIEOs1UxT1KYnL9+8F0T7yk1y5C2K++DPuzBovDIRubNIgVhaMu/CRRsvVhwd7nRlnSHJolLyGgyQ7yFhqNQnbKvjoAb8WNF7FqUguT2Hgi6vmsHX6+sT4536LsrCcbtxtGod6nTIyySS1pRiFOgXIrLMvqIL8lEHmexjkSQyDF3GsuPwPsl4SAdskPBwDOv1i9cOyThJo/ZhmgszEWCTqYKApoq8whjeS0+f4++ihJTz4ItLqxbSvLcmdMNponm7YpkeW+oLycNni8Rlf1k72l/ZHbEhrsTG1tfN/9toyztZtCllL4y7/4y8H4WN2L5nw50TujfbBGCO5T0IuScQ/9Pqny/rsPJoU5mc9Uytnvl+2FGEzuWGHIHSX/+NIQsMmHwVlzTS1XKVoHECa6dwhV7JzuGF5nHsYYzPy6VlqrzoyII08w0F+ozc6mEA3UCcVEC33tGIALqBg45/fPwAj/Pm+uSTCvitbRZmGsT2u21Zem9sBApg91Vz/jrNF0AC79NXUwkVbIENNkrAFgrSvL7U5JwZnflVIqQTdjw6qxhJhnNBmTMSC8efvOBossG1taiSmxpY1WK0kiKYbBBmlN0dqQGLmcL9ZECoFtNSb3wyRoSpSysFwXP+vNPDuKUJbN8vgY0Orgc6sogZASMduUo9KlPg22daUuZeypDiZO00QOgW0rrOvK6owocXaiBHEzZ3HZq4w9uq4bS9uskFOTxM/TZKDRKmjbjIWFkCRzmc+8e/uWX3/zrZnPerFnM9QSU8iEAJOaf+MUE1P2ZhvVctVaULW1EmMgqRDFGqfTfGKaTkynE/l04fz4ivPDIw9v3jA9nAlTQmJwzy/v3idjnnbmWb9iMJ+RzrYGYQzUQYYptoHHB8ChA+X+3wEZ5Vc/b8a/dcaM7CwcPazrY2wcg0Z6g9Snbvbx57046991BCv+tgBIvQnwgp3Qt3PTAbLg98FA7l7vmHes+aV54enfPKRmHX0CvNPof7RVps1ygp3tgwMEh5xsJCgvn6W9pO+BoyzuCDjJS7BOEELyn9saDYttVXtWZOew5TpH6bQ6AL9Le38fPaNP+U7BQPiI4B0hpPWBKH5f2Jsw9uYsqlp+2kxq2wE76ffCkKFB+BSD/qecWdnQ4roFYffapKKaKNs2Pg8uiTJlQ6EWv3+tEsT+bttWaNXUsc6E1eKDTQYJwkgIy7KONWFNLPAh1cbizGGktg0DK6bJJP8q5o15X1Zv3EHzabiIMJ9PNN/0Vl9Dn04n0lxyVhxAMfWNLCsh4eDPTKqRtVh+FDQBJh/r51lv4mytsC4rp8uZaZ5s4uU8k3LiVq6sy2oT0QUm92kTxGvCfe8wGO1tnHE9Lo1123Mg6VJtsfM8Wibcc/bj8JQuB4bOZGpoE7Nx8QZUwFhr2qfL9T3U/DUPG+jFPu1/Z//wvbX9+65/I/DIfjPgqCOg5uVRhyfL/tUVY8p0bQ17otHvqF9WBHvXBvfxCNk7jDaVIwQhIwOZHaMTdeS1aGsjeLdRTDbmKRvNN08oK1rU2RfB5Q62oGw8tW9QSR5ADahqHtTEp2vVro8fdDQ53iVL9Ep3nLeE53Q6EZNJ6/qUNZzS/MJIy5HMnAOPKVFDZJ6ErVQPdFZQrsuV+XwmaB2fF1xC4hTvXpyKB9LWmlGmU9zpt9GQyKfrM+keeL49cXk4E4JQ6sp0nnl4daaUwi//7Jes28IvQkBDpmwbv/zTX/Lt4zf84g9+zsPjxcZBb6sFjinz+Ref8cd/7+/y+PDI+i9WQFnXlVYLtW79XGFbG+/eveHt28+ZppnnpzvrunE6nfnpT79kXa7Axro+U4oxcpblTk7R2CYX+9zVjS9Da8znM6cc0dvNnpVYghJipOpmE9JaI+oOAArehfVfETXWQTcd6+vNE+iyFZpaENcOEiG+caHrSjvDQzD6slGhTXNcXQogYT/caq3sUpxGZ16A7kyZDgT593RMoYNffa/ttN7+Hry41U4Qsz2T3HTWEn0v6FyimlrYu0IYWPbCRPFHuuxz24Gyro1WC9uWOKXoQATmueFUYnUKupltGjDStCEVAwJEBs30OBmz3Dam+UyW6De5oRROlxli5HF55HVK/Or2LR8/mp/S45sHYlRnGe1J0ZQnS3j7/uzPA09yUBQzRW1ih3anXL+E6xxcqFaASYwe/D0x7mt2xMP9wLB/6rF0P1jsMIxI92pqjO6VfzMA+TTTivkTvWBNOcIdUzA5jQNQ9vkag4zxgrlvBZz6ZChLgJp3jO3wa6En3+x6bunnigNk/l8pGUj6kv6K32s/vcTYkMtidOyy2XQ9UTg9XuhfaQCS+cThAORulB9pYjHUjdCOt8ieaP+5YrywflzooUDRWhANA2hUbMpJf25+ANlrSi+W+jlSKKXapKNSOZ3OZmCb82D/WP5ghsJoN6MNI9FszWRhL/X0/Zk608FBLzBZt6r77G0b7z+853a9Onhk/7Ysd8cS7HM8PFz48uc/BYR5mplmo52PceTH8szP8G4++uHjdwiRS3mw5xEDcbLxvLXpYbrIeNBdFPyjXiY3kgFmSq9XfYtKXwNOk+/7UPQly6tLwKzoEjOfpstFzRxfvdu9J6cG7FZnTmafHiqyWwOM3EXs/svhZ3ZT7r5GRZU2YuNeFAd1wHYU9J0Ju9+HKD4xLaaDObglz/0elHW1zrQyvDdabazLSipCCd7thfFzYoycTyemmGil0EpBWp+W1dBgPiIZK35brSZnijZlLqXEnRtbXWm1cTqfLHbURqs+8GWyCW8bwnq701TJ88w0m/fO84cnzq8f6SPBq0vrVCHNszU9HSRUQwRZ7gvlvjK7hHOeZ9rFWJqUxjTZRNCGeYrUYjLgGCLTNLHVioqxP0uzfnQpNuQBgRTMDF0IzLOx6wfboalNR8uZkKNJIVtvlgSSi9uMqZ1J0dj6MQhzjsbQcePtgvlmdPAoYjL+lKcRf/I0cbqcuTxeOD08cHl8RKaJkJLnY5EowZptycyLexFsN+SlkfvI9+l5znHdv1h2I44Ag4E81r3nZx3APkpv97P6APj0gsO/v7X9TJTgTEl/f+M8dfyk595/W4AjYG8KwIvmEZ5LNYozgF7KBjuDGD/yxM+yYw7Qf++3bcdbDvc1BANijxOf/gpwbbCaxxvGn5+xL44/b3yg8dw8A47i3qVeLlcda+hFuuy/2Xvr66ozqxmv2yXT+zrc76ABlTa4osuhPJFH/O/bJ+BCCJE+lEAO69wejd1IGTcUty6wfSelT+W1bzKD5kINStDo6hvrRFrTxp9FMwm8xWsz+adVGyTTrBmDS1FVzUtpWZZxdrVmUyyr30ufhUGrQIM42bMw1a8zUUMkZjv7VZSPH5+5r8WbccknlFlT7vJw4R4SQZJNxqXvO7P+sGFUhaYGrtdSQBpJArkrSoLl0K0VgnoDvXluJwZcqzakWHxJKTJNedRmqnYG3e938ynOLhcewxh4ufZ9TfQm59g6Yy3JyAdB3Ou2Qkj+d0f11GGx93UVguVK2oHyw/7VXu11ftoxB3r55w6eD5C4//n/3+CRdtbBKJt7UG2jmOzJO9qRwUh3qRhhyfCgw40M2NjSDAhNZBijEvDjzKQ0yarZXZrWi58oxOb+F2FPyPvGNhNjQSY31dM9YJRqE4uCRKMbV6PNgw42VDccpndm+g8/3GObBBCQ0GgbDgg1Smk2jrU1MxDMaTCSerLe3Hk+uFGXuBdmjJHLNPExRFIw1/2yGbqrtaFtZcpnUjqxLDbOVRBKa0Sxp9EXmxmoKdtqmtGYI5+9eUuIkdv9xv1+45uvvyFmo+/FJMRsCenli3c8vHpgWe589fUHSt1IOVFr4ekWefr4gVI2fvbzn1Jr5fnpmdv1Tp4mvvj8C/7hv/8P+MUf/JzWlPk0c5onrs/P9OFlMVowq9vG27dvePX6FWWzsbEWaCNBEu8++wKRlb/8i2c3Vw1cr3dqqdZ9HFP+xEaQC5xfveLhMvPhVwtbq1SxYnZpm5miaSOJ0fP7uO5u4htScM+io1TCgkPz1T6m3ngiIUHgwCLRfsAh4BT2oCtVm3cUTZ5ZqyV9ElxaoFbsRXoSvxvU90JE1cLxnqAwiukdPPJgYpVfVxLua1gA//q1lOEp0oGFfhqJBJJDGrVV+hSS7a8xhP13dZ3OJ2fcGRNsXTdK2SjRNeAoMVZyTaQYKNvmBajJgvp0MSkNUdsnTftn3L1FdDUm3ymf0WDmscX9MqYYefXqNSknnl6tfHv/wPv33/LN12dqfcVPv/zS/Dq8k5ySs1Y8S34Rr30Nm3zWOgugY1kdJ1FZEmsAdKnVuszSF8P4zde3xz3Gtxtw1MGNEIwx1DwBjmKTNoLLfTGgzVaWkk4zbekjZr3YawdDwIi9f2QkE0F2eu/LgwwfyuADF4Kg1ZKE2KxotKDmIJI4y0hsf/XTp/q6TCGy9v3gP0qxPFObSZR1K6bjvxlwJGJ7cYqJ0zQN9mj3Hmilnw32omOalPuejefY90y/r33PsRfKtSeJCISGbtUYiX2qlsTRYVPtXVAdXhziZov368K2Vn++1miZ55k8TU6Jtk5U9yXcthVVJU+Qkrj/W6UqzsbrMW5/PMcOvTbcQPzDOOdba3z77Tc8ffz4Yl9+8cWXg51sMo7IH/zhH9BaI8U0wNut7DGkpz1dhr0uG8u6cC/PzPkRxbtqCcJkiaQVAW6k2uOZaG8A/qjXui54RvditK/E3rhxRrQ3rWI35xL27qIKpUDOEyFUt8VnsGCt+QZjbHljMJiCOOs5GcsaNWlHdMl/L66sZqhOxbf32A1D7epyOu960lmyeCw1P5zqY5hrqcMjwjx+El3ak7yB1hNpVdtLba204B51nhNZ422DCiUbSGaWbYpir59iIqo1+GoDbZVttYEkHZgMYsyVJmYDHVNnsfvE0bWwbhucu/zXcl4UtsXynVZhWxYagTTNbqsQuV2fOF/O5tFRDaBdb6vFRYnIZM2KARxjuc66LMzJpKVTzuh8IsXI7emZnLOxzTCAqC5me5BTHkMwijZqKWbwD+AShOCecSpuhH+aeTifkKbU1eWcDuo/3W4GBGN7L2Ky/OTys/M0M58yrY+vzok5Rj+3Nmc+2bpN0ey4JQQkZWtkxIikTD7NzJcz8+VEnmdw4EgFNERCjhbzQ3DxnJ93Xgwx1noPSvuBuZ/R9qdei+DAu0nydDDyx7r3vRgd3O3nUt9zfRJtr27GmvD/FrHzc693XgKm+7UDUH09yu/7sn/nl7LL1F6CP6qdYWRrKsqxqNyfxQuG1xFgOrKB/OuPmYf9DBkMp+PPtVz3wCTrz/4AHh1wnv2jqI6fIdLPrYPE05+zduDGz4desFsddkCPXMu3T+Wyf7A+Tmfa6CjTTV0a/Xw21rE0bF14/Ui1PCD69OUu9zPmW6T5sJIX91QE+liQAUD13G0v/A1Tsp9jHrirsd2DNVQHg6o/D1V/Tj5ljOaiVSzva42yqQP29vxiNB+5pupMWBss5a4ZeA+K0kAr5IARMuwdurQ3omLkhZwzW/1oPkNxB4lVIo3AfL6wFcAbtuqx3xeM2cJgVhKS85CBia/XPuUwpsg5nGiL5d4jp/H1pVqoOiFiQ6JS7GynNs6gUoo1g/zsJgSSA36dQW81U7+3x+fY9wFjTfe9oQqiBSWNZ99fy74toLr7IO6/dVCz14P8m117UBu1BByaxH/D9YPBo1YLMeyouqHPFS3Wkdi30P7Owh47LDkRGxFu990MHK0KH1x+KwiSOHvCv70XNn3HdPmbf1sKNvWhbMVo1QpN1ICC0qjNEgxtJrXTGG2kcc60Wli3O3HGwK6gVMVHLdpiHdR6Bzq6SWDvio/3hvk4bcU7Ob6xazU/jlYb03yy+yhmnFbV9P8pB9aljIK9b/SYMlOKfNjeU5IZoy3LyvJ85/H1Wx4eH3l4fODp6cqybTxfb6jA5AbgRguONjEFodTG8/N7fvLlT/jjv/d3ydNsbKJ1BZqhysC3333H6Zx58/Y1jcbj4wO/+c2v+cM//AMeXz/y4eNH/vyXf8m3Hxq//tNf8n/4z/6PfPfde7763dd88/V3TPOEhMAf/fEf8vM/+BkxJcp94fWrR/69v/dHTDnym1//hhDg4XLifDn1ITF898178vRAjiemPLMsG//t/+e/5x//z/4Rf/h3fsrHpyfevv3CAI/7M8/Xq0n3mnA5nSmrfYbL4wM/+cOf05YbH9aFL9+9QQLcnm+E0Pjs3SuWddk3fP8/B06s8FGPW1aUV3eoFzAqqoh7KJkUMUkihjSKWQBVI4JH1/tWjfSTq6kOqU2npnckuHbaLGbiaebCcXRPatWdEYGzRUYXZ/fCsGDWuyb+r8LoQqgK27Yfmlq3HleHabyWPdnqX9eajSv+sa8vfvKO5ebA6bZ511e532+cc2JZV2RdWZ0tQjOw0ZJd9SLBPToUKIrEBepquYdPTpvnk31/7GNSg08TARQulzOlVL782RfkmPnqd1/x69/8JfflNY+PD2bMTqO0wr1W3rx5w3KrDkqrA3sywMYRC4D+v6GzNAGoSHMAPirJDSv7YdZBw1609qTNEUYUhgwqiiAxulfJ/vMYpu4HXoh32MUBh1aVHO3ebav5iATv5vTiMgSTsIk0WhRC7RLmPc5XreAJq2LSzXZvyOw+C827S7W6RE/GJCh7y4dui0vJOtDb/Zpaa9zvN27XG8t9oa0bOUbO5xNBhCQmZ44iNsyh9erYjL8DOMMroMlNIQMD0AeTYEnEpoIRRqUxmtHa0HWld0AaxZ+RAydN0VCRelif/rlCjCY99IJvXVa2rQxAeZpmK1qDQVXdd+LycOF2uzP0h3v+9eL3/t+d8g7G4trW4slT5fn5iX/xL/+nvhhAlfPlzKs3r11aY+/lj//47zpDyyQh9to6ipJaqhvHdkalMYuLA8D3243r9cbz9ZnT44Wf/exLpimR8kSILulrPSb1/eJStl7x/chXL4Y6aBtESNGSy+HRxIH9B3uB5NXpYPJghVyeTLLXfV3s0wdCTJRW3bdRgb0As/eyg7v4V4zuN3suaYUeg7F0+DTuTbMXPD3G9LNlFHDqnnvaSCEwn898/buvjBHT12WzpH9Z7jw+viL4nl+WO2CelDggbqbK5iFRt0IWsxXY1pVtMZONiIFU82nm9rwYaNoBoihUbP1mzNPt6fnZrQ7MR/Dp6Zl1NQPWGEwaXraV999+w+Vy4b7czYMjTaQQOc8zKpEsifW2QmxstbIsC+uyokF4uDySQ2ROmVUrosaOFy9Aqc2keC5TQyL3243T5TwMscFkoD0vMf8y8VyzmOcTMM2RnCaa7yEbslJQIlEm0hTNvqEk6mZg2ccPNwMVyeAFseXXu2lxjsktJoQpeAOGOs4W8eIspoRKgmgMM/FfIWXiPDOfTsyn02AXqRiAZUeqNYuLGHAURyEGSCPENEAEZPfYMaDrABj1Il91MMdKdaNqjYTcv3RnE8nIg2x6l5ktdZmnZ3H9ZdvORonBGCTVG4c2pdSmDcboXmXHuNqZKvrSD+nHvY4A0l/xFd5o79Dn0dagF7HDTJwOHB0msznV+FPpXnOfnCa9phzQz9/4rkfT9hC7+iVBcFzZi3B7TSMqRJrWERdDEHKeaa3aud7PkrDH484GrlUH6E0I5iFUK6s2G7gSgntXurRdXILUAopbCfT70PY8h55j9CaRKODMwbFODvk5/d56Dtc2oA1JsGpD62bm/hqYmrPR1acztzCmjw0Q3sEUQYliEjvDuxpl655BJqvF6+ptK6xbtQHqHTw61vxWqrNh7FQd6qJAqcqyNfLDjEoiTnlYDEg0gKkgFGdt9mLfHo9bamh0ANKwCCEzzyfyNNF0MyuCYkqXPCfOpzMt2r3vjfhet9cKcg6cTidTXPjaLS4/neaZNGWWdeV2vZHSREgXLvOJ+3Knbhtg9VlKkdIajc2Bvs7yFrrtZBSbUj9yVdsoh/31Vycv+9fu5y90sMybaz8gvAxgUvef11VbP+T64cyjpjRRB6n2F7dRujDcxl1PJiIUSfg+G4kd+0ceSbW/EE71sW6o7q77ACpKxhcWCttCK6AhErMtPOuuWtdAgiAtEDAdY8tmAUhMZp7cGjllNhGkNbRVP5wSwQt3oxt68Dh0DVXL+O+YEtqEWjd7/Qrx/IislZwCOdmh+fHDe9a6+qHlAdYT+3U1Q10HyWkRlqQsbHxYvrPNNmjg+6oIMXA6n3n9+jW328JWCqfLybrX0Y7UrRaeb1emOvHq1SN/9Mc/41/88z/nd7/7hv/hv//n/IN/+Cf8o3/8D/in/6f/gnV55s3n77gvd+v2SWU6Z/7OH/2CX//mt/z2V7/mP/yP/gOWbeMv/vTPiSHy1W+/JZ4m/l//9f+bd+/ejQT1vq7EmPjVr34DKvydv/N3aKr85re/5X67sW4L7z5/y3fffmdBW4V3r99RdePP/tW/YpofeffuS0KYCWHi57/4A8pa+R//x3/BN1//itvtzpQTU3qgTIlvfvcNf//v/mOCAwgfnj9yrzc+vP+O52++5uHhwutXr9D1zlaWXULmnV4JxjQKKZJCJKZIjQpakK3aSHCXBMWQ7FkFN2qNRrtOOg2jNUOUveAPNr2tB+KuXe7Pc6DHHTgQRaLLqHpX0N9riG4K6UXT9b4wT4mc40ioDECtXswyijltdfzYMfkl2dSoEG1N2+Bz7+iPhGH3pOmrr+v9+8/8Ma8YIq/fvGbbNkROBjBshefnJ05p4uPTB+pWBt0VrWylIToBcF2eWbcnTqHy8PjAPJ14fr5DUx9lah4OMXSPhsmgP/dmaMGmHcZgo6nzGf7o7/2MP/mTP+LP/vSXVK38V//V/4MvfvJT3rx5w/lyJk6Z2+2OeAju0zpUe/IiTLPQCrufQxCPHTsAYPFVDNaQbCbS1dlIvhdNqpp9HUKp3vXD2IzGKWKvuD0h7EfK6Hj1q0G9QW2FKSTmnMyXSd1bpXosxz2j/B42BhRlAJIkqIJUY3nVUyatFW0VXasxlaaAVqWudzOHzZnRtDm8qT46OAajE0sMlK16t9nYCtqUZS18eP8emvV5mDKX+cR0GJUeEFppzoh0aWZRQjJPkxgNlI8pEXLqj4Iud7RbuR/ILRhztngCB8qLUc1iCURHCvsENHsdZ064vLF502ar1aaHxmYAlpr57nw5M01m9lsO3SordtwrxZOGbnQ559lGI2Mm/P3rOzD03/2z/5Z124zNUc0Hpk82E28C/fwXP+fzzz8brx1cyldLoxvpisDiwD5A858RxNgovWP3q1/+OU/PV5PmqJJj5N/74z/CAP04QEFtnvaqEiLmKVPwLm7gb8E0bDME7ePmfax57/gGZ0nHZEPQBwDquUf32KguYd5Wj9EpOevOgMpGM4kpWC6i5t0YgxBCInhX5oU0vgM9XsgA47n1AklLJWSj0pvXJbucejQyAkHFCqkOkvWczbvtNhhRmPLEnGxS17raEJRWGnUplLyiJGhqE9JkRX1PRvdxqC4pNS/LStsWynWhrhs0Yz/WEFiXyJWF6TQznc7kmCyvci+StlZu98UtBRp127g+X3l6erZxym8euZwu5qOmgddvXnN7vnJ7viIkVIXb05XfrtU66dGi+IePH/nw8WrDNoDL61e2Zg+/1q1wu95N6rFsvL9/a/e8VCiVrz58x7oshBhtopQ3KaIzY3JOhkfHwGk6k1W53W68f35mfjgxn0+spXJfFlKMvH71yP228M2331I3m0Y3Z/NCm3Kmpgg6YfCj+Yuu60pdV8q2sayr5xeJHE+cJlt7qQlrq9QtEALkbBOPSszEMBmLICdnHF04Xy6cX7/m8uoVS6sWEmKEZKzuEqGqEkIjzcmYub6HojMJgqgVvR73K4Xoa3uw0Xy8eV/TqmHkKKp9AIU355qdfaEJ2ieCtYLQY5GDaUDXWlfVIdXCwbzo7ApjELaRb4VgX3+sY/r1Qwu0H+syiXWwfUbfw73msRjW01j7+vDXv6Bfdo8tb7Qmej2wMBjFcIjO2gnHxOPIZgoub99BIHX/TROPNPclDXsNJzK8+YLXi82tGF6+/x1QM+LA3pTrbOIjc00wH7IU4vDUPLKwjlfznFxjj711fL1qMzKBZXP0krmzTjozq7V9XSpY80iUmIL73sGm5gdEUHSuLpPrz8DQHpt1iAFntdn0xBRYN/M8qqXYJMLqTZqobFthc+BoK5WtKasp3vYGlCUsLhfrI4IixT08W9loy8ptWSEmNEYeLhfWWqmtGfv7fEFiopRKmnwapOKqCszPULvNjf38VmErG1vZzOvRmbHr3QCf+/nG+eGBp+8+kmLidDoxu7dlv7c5T2aMvRbyNPH2s7e8fvWaX//6Nzxfv+Z2V06nEylfCDFaQ+G27B5nhzNQPDZJiiNfivJyPfdn3Wwxsf8m34sZn1597e1r4/v4zN/0/fg6+yFg06fXv4HnUXsx5nLk746e5vgKkTiQq/4BOnA0kkq1zVCpQ9JGrzUI9NnKIflmx2QlXnlwFPmpLzYrnnbKl3hQD1HQMLFuJscJ/kA0WNJbFJsUE5JJNEIgktBQyQmWtRtRyR6kwACoZN21Wgu12USPbVu53W/m9VCKF06QU+Z8PqPauF1vKLDc7y5ng9stcLutrNUNx1RZW0OiFfIaJ9swwQ7qECPnxwv3ZeEvfvkX3O53Hl+94u//gz/h2+++Y1nM1LFV21Gn88xnP/mcL3/2U968ecu/+Gf/mse3b0g586tf/4Z//S//Je9/9ecgyn2dDQiLwk++/Jz/6H/+H/Kb3/6Wp+cn/tP/3T9h1cZ8ufCf/K/+Fzw+vuaP/uy3fPj4ka9+9zVff/0116cry/MN7lfaWzPZvq0Lf/GbX5FSYi0b/8M//+cmx6rVzEQFtm3hu+++YSt3Uk68f/9EkDOPr97x9t07fvLTn3C7PvPP//t/QW1XYlupy53lvkBrZD3z53/6S968ec3l4cLrN4+8yY88ns7o6cSyfeTD+2/JmK9PjInlvpr3k0VQ2/jS0ASSIObkFFCjfdLsQIrJC3zpG9AKYRHMIDO6DE27fCc4Ew2HX/ovO7RModTXmNPmQxpdiv8fc/8Sq9uW5flBvzHnXGt9j733Oeeec++NeyMiIzMrMyttXCVsbGxUCBDCJSyweBiJjgUS7tFwD9FDogEtJOjQwoKemzwk0zEPIwxyISyrinQ6XJWZkZnxunGf57X3931rrTnnoDHGnOvb596oumk7M2KFTtxz9v4e6zEfY/zHf/z/KaVOAzYnKQMtS1FPLNgqH9GEUHPdklCjWQprVso0It5PLC2Zqep6L9AsZFtVp68porQ+kJY45JyJfLug4S/zmJcLl7M66h8cRAgWsI4DIQl5WVjmhZwzw3hgXS5c5jPrulglCmFZFuIckQLLPDtJQ4hhZcwZBVIaGaYdw7SzzT4raRiJ3iakVd2prVA08xu/+THneeZyufD69StMXBR2MXA+3XP35CmqRpVdl8xlNnbhfr8DQDEx/K3+pOTVn0O0wCZKMFalWttIiDsk2Oav1cbIRskWswZ1cLAHJL62qWyFyLYxhWrtIl0cvrSAugmdhk5jrihhCKyrre8hQEhClEiqJty4lpUAFP+u683O2oa1GyMgSs0LuVSzmI6pM+ZiDJS1sFItsYiBrIrUQshCiIn54Wwih54srGumFmWaRvZpNAFzvyZ1KnsVYWj323APVA0wqqFpt7hgtlNk+zwZRhPiRK3Fxt5Oc1dq1VWhboFx8Wqi3W3DkaqQ8+JgMi6aaSyU8+lk+ne+/03TnuPxaMCZ63qty+riuslYdkNiXTKn+xOHm70nY4FhTAbKzYWSKz//5Oeczue+hwL8+Mc/BbSDH8fDgd/9vd81BozviymZLswGPIHWlVoweLLjWFculAppHEhDZC3GNHr9+i2n0xlV2O927PY7jjcHdrvJP7MFqertBNgzK57IixdZVf+RwddfxVGqEqT2uaOq3ca7HdFZY8VbT4u38YkDTk0j6DIvjMPIGBuQrGQft4Ns4rdtjzHtGauENgadiIGjSYTsP2i8tkAzFbACxer315LGAEG7rEAMgRSCAyw+fqsJwzZHXRyszyUbwAPGIJGK+IC4pvAnYn+W6+ptcr7/5VJNsBVFtLIuC/l0ZrmskLNZ1dOCcFh2mJ6WVpZszomCsWjKKORzJsaBEOwzh2HksD9yvjww7XeUVExct1RO8wkZEndPn7FcTDQ1l4KUwvFw5PbJLdP+SIj3iEaGNFNQ9tOOAJzvZ05vZ8IUrI9DFV0zl/OF9bL0e06p7KaJp3d3rCVz//YtDxdzXzscjoy7kcsy8/r1a6bdjjEk2+tT4jCM7HZ7CELWlcHXyLJm8rrycHnL7XTDra8TWiohRR7enLi7O5Aw3cu5ZHLJZFakWjtuESVotXbemwODBN6+WZiON9zsJ4LA+XTh9es3HN9/0ln3Y4gM48iw3zHs98gQWVFqCqRxIKRkRiVTck0UJYzmAJxSYnUWPLG1t/nG1AAdwBaWrQAtqkgpoM4kcjkAwuM4pSXu1VvDyQ5CJ9Mpodl3v8OF0Wp8zCCb7mR3HwubZlJrOe7fdfVZcNV6/is8tpaoX/57QR6dt4gwpOjgUWNhbcUtY+VgbBsvlPR2vVaQx67ftLaUQbVrCOLxKuBOe3ZcgzUWt1SqVwcCPjYwgFjABPDtnf3cv81+8Og1FWuVx2LyJJYrKO3aBXJmdJazMY9c7Nk/q9ZqRVxnMauzrcz4YO0SJgYSeYuYmxa0wtHWzmc5RK5lAzUVtKyQksm6YLUaUWv9phQus0lvGJuwWIyogWyVFvssH+91UWsDV2GZjalp1x+RGpiXC2tWcjFHzpK1d+R1ApMFOJjLbLRrl0hRyKsB25dlgSDMVbl99oTjkztuvSOo1spuNxFjZK2FqS6M05EQR1Qrl8XiCjoYbOZxl3lGL6bUbYz61spn5zOfZ06nsxUTUqCElVUN0MmYgdVlnhnHkcPNgVKUt2/uefP6DV9+8RWX84UYE/v9jt1uQhDmS2bJVjBt7a/B2eatVTq6C3Afv/5MU1+2fO/qc3Eb6982gmljrdbqZPd/9PqynctW6MRzu29z/AXAIywYEDBY0fQRhLZgxr7MNtq4iqPAsi00ECh1BdelCYjpnVVMVMwZHai6CGPL7T04KaFFh57wKzVnQ/Q6kub9y9UGTnTb56ulm1pMJ8KqngOqlqxLDCSxyi0+0Td8b+sTbQ/Kkqkmir0yzzPzZTanp2IChskFmmtRQtih1ZL9KMJlPlNLYSmV2e2hPURCxcAK1krxJCXGxPEwknM1cEMCaykWcLMxGKxlTRjiyO2TJ7z/4Qe8eP997p7ckQ574pC4zBfevn3N/ZvXkBKsZ4YU+MFv/RbPnj9hd5i4f3jLmBIff/djfvCD36BUJaWR480N+8OR83nhb/zNfwyRwGeffcEf/P/+kD/8u38AwPHmyOl85nh7w+i08B//5Cfs9jv200jNRivWYgHOmzdv2B8nxnFH5IHTw5kgO1J4yc/WlyzLhXr5ipIXa5vBAsvlMqOlMi8z83wxx5IhMY4DdV34G//Y7/Dy08ibL74gn88cp8Th8NS0IEZLfoM728XYevYtSW1Jp03K0BNGETGXHDbx2hAT4zShRaniCz+GuVgVKvtkbfOGLjSXwkCpZsMsVTqmGmJrmZSt/162xEjEAhp16nf06mrQSp0GEzgNgSJCdiA0peRBum1stXoLSa2sCEHqIzBaaE12ArX2tqhvvbL9JR+tJ3scB5TKZb5QS2VIiVxsnUHMHScNRrsPQRnGgXWZaY4GJc/cf/UpdVRG16GqxdpOLzqDCkuGSYVcoaAUVYapMCmMIuRV0SAU10yadjfIuvDi/ad8/sVX5OKuUyJMU2SZz+wPN66VBWkIxnBC0ZxZF9MOI7grHkqu2YAZ19ARr2Ao+oj5YVUfCzRKzQ4YgAEUrYrV6N9q4qXFK02qTs22Kq4WiwhCsKYCAIqw1krfaiQgEikl9/XbWjEtOSreBoVqZzqp/73DqT5HmuORqDFKal5ZirUL7g6mDVJz8aS3tQTZ0m+CmEotC/ens1XRi+mfpJT44IP3zZa3WgWuio15igdcauxCvGpsSYAN9hgMbInRHJQqgdVbRK8FXXuq4pU7SYpEP0GsSlrL4rdt2+gFOohsgtqucYet7bkUlnmFaM59A8I4jr1H36qFOEBlQXYpVhFf14VhSJwfTujebHJP57W3xFyWmc8//YL7+3tyzX2N+d73PjZ2TDRwarebuLu79co9W9W0rFfjT8ilMI47e0J1E/SvNaNi578sM/f3S2erLstiDlFDYpgmpmlk2k221+bctRERu98G1FpBSiU6O6a56fzqjzwv1Gh29CkZmyR5O1JLNs1t1h02s+2F0ETarW0wxsi6Fru3TavN2chalRKEiJJipNSt2EWwNmeb/5EQtOnLbmUMp82/m0eGngzb6hK8rZoUO8Mv1LAlc1VtT3dGdVWLgUrOxja+zCQxkL6sqxUnQmAcJ3a7HesSbT8slaLZ2A6uByRaOlOoritlWVnW3GOAgJiYbDFm3v5wZJp2qBYup7M5y4bA7d0NYxqoU3Vw3ZyNophIKi9xh0J8/TdWdCIypkjdWZCfqyLODkrjaJpHKhQVQhrIXkGvc+VNfsuyzIQpMexHRJV1WagO7BjDVXpMuNvvUAdQq4N+KZlQ9bwu5LUQwtyToppXaw2t1vqrS3H3OGPF7NPATdyzHyYCBiit68qQCzUX1mVGo7UTJtfZzDWwGwcOt0duDnuCQHJNEg3CMOyQoIhbs6cdTKUw3O6J2Vb0YZxIhwNpvyftRgiJGoU0jgxTE8wO6GDaqMNgrWlr0xZxHbAaCrFpvbWB67M7pnQVo4cOjpZaDWDPxdqNY/SWSRMA16Kk5G0ywY1R3Fm31Gw6UL4xiQhRbO4ln8ulqFU/2vkozi5oDOKr4OjXJE762iG/PMXsLbRBNsv6/nPpkgieqVgcX631UES8GC+90HTNiq9+jxoQc82YEKxdaqmm9xk9aOmdKqoWozjQ9y7DJ7T1FLb3/CMewHVC39rBrDgcH13zVYr99fumW7vP9eeh3qJWTNJE/OcVj7u9qBfU4klVB+BD8W6fa/DIviNGizCq63mNo5W6mrFGzivLcmFdZi8EgAx2XYqaK1sQ1mqaSA51WTFCbV0TMSOKxVv5omfiy5Jd7zNipUL1VjPdjHvQToIYqxDSRFHLUYdx8M+PnC8zn60vWbUShsRuv2ccR443B548vSOMg5FDxoE4JmKIlCwEvzetnU0U77JQxmGLNZrmcRupSGIQSLvEMAwMg+3FxpKOJBmotVgnSUhogtP5xPl0Jq/Fi1l77p7cstvtuL9/IHnBpTHRY4oEB1ftxn7zDLsetx0kesSykz4v3h1n9vM2GhtQyVa0kW8Gj/rn+RxtbPNaPbdsgaZ+u8jpW4NHwWli4EEt0oNU1EQ0r5H39vPm1tTdcVDv/dzaNKRezXF5fAMb20cxdC80UTqvStmiVaimGGhgSxMt9s8ahsE0N/r5+qBycbMQZeuDdKFARRhq7tWDtggYC8WCipINOGqiXL2KX0w0MohpBuR15XKeUVMANxR7GBjHyrJkJFyYXARxLaUHVbQ/GBURtaRqGHcMEwzTzqjcEllz3tgFQUij9ZGGEBh2I+fLzFevXnM6XXj6/BkhRE7nB87396zzxQWhB9acub078uF3PiAOkVevv2J/2LO6lv9hf0BCJKaRm5s7Dod7fvCD7xPTwN2TO2tvWFceXr/lve98zE9/+nOmaaLkwuVyIYjw8W98j3VZWM5nnj65g1J4+fIln37yC968mhnKkeO4M9G3+S2ntzP54gCOFqdcOqhTijFzgrDbTzzc33M+PTAjDOPAdBREK6fTAyWb1foQI1qssphSRGMwO93uqGZ/9Op/pg0h3uLlLTdq6HroIrrG6LA2mSbMWD1510dipM3a28bXJoBtgOa2VYWYnJIrHTT62sKjBvur4aVUlCLigpSeIvi4U7GAnGALbi1WicDPedMSaH3svmc34KpNu0f1qF/tkVJiHEdUjQFYi4FbpVRyyN7a0ipknuAH2w5TSph1qeX1g7fxNTeqjLNSnOIuCkvOrA6uIAGWDDI7CJIoa/Wqf2KeL5ZkJRMyRuF0emBeFooqtzd3zh7Z+ZJmbbfDOFhST7UgXa70cLT2Sm1jpljVld5XH2Ig1EBzWKtVfdx6W6UqtUAMSqN7BwzAEjVArlSDiar0LaqFVQ7sN9AJtBgLIjvIj1y1ul0B+y1Rto9rFVk8iBe0MVydpSFB0Gjzq5ZCEemOYSq1J8gkb+kqLXixAGKZZ0QtqY7DyDiaaUHCgT7aWLcE2nSvtjkWGuNCLVGpcTJwUJKBaN5mWBSiiys1gXVaUnONwsr2l+JzLWJAv91hf5Y+//OayQ5ilVI7kD2Og1vWJ2IYrMrn99Ku3dxOe2DegIqqLMuKhMD5cuHTTz9jmVfSEJlX28Nvbo6PAOrv/8b3iL2NxMZhLov/nS7ASVuLqhHiUxjpblrBK5FFSaMBGogwXy7c39+zriunywUQbp/csTvsXLgyuZNdIEoCbYmELUwN4CgqVG0C+ZVqGOCv/hAH8HJ+FAy2VgugV+WbQPVWXbfnWKvPt+7wF7a4yPp1OptLPJBqtsZN7LUltG1cqYtUtJYyP1U8ozNmivhcgP6ck+sBNXAqSrSeoWoV9+qfqy0uK6WDJHnNzHFhuZjJRQzmklpbi1YRpFZvATITgOi/0zo4i8nA07qsxvIMgSkOpBCs2p4zuZjG0jAm8qV2o4IYXHjfAYcGMqprO8UYefLkiZ1TzizLTF0X9qM4AGvrWhwGAubiVlQ53VsBIIgJwE61ErKxAufzzGWxPzoL6ZK288DBONedKtWAjof7B2vzGwemahXxUivzsqBVGYbB1sKcbTzUVmiYLQFcFpv/xfRFUors0sCUkgFX68q6zD2hnC8navJ7CF5BN8ZaS4hSjCRnmRID434Pkd7WOMTEMQ3s7p7YfQqmzTUdDuxubxj2B8JuIKSBNA7EcUBSQgnmxumHgb82ec3ynC6sbXfMAxCU6PPf4nkfd03dQU381xKyBuz7+HZRccsqfHBfrfltP+gOVxI6q0bUCixVC9q0cwjEuDkyt9wHtr80jRVp6+qvwdr0f/jf/9v8C//CP8txP7lLcDvaRqVewHEdRdwNtLPkbc6hm/M06tcqm3Zn00Dqny6hpTX9PqgWGklMRRCN/bn39d6PljKHtsd+w0J/3dJznUdf673133mS37Zm9X9fA4AGjrehos60Lq4xI7QK2ruxub+5x87Sft5yxboBMApeGNjivWszquBrufEISl+vxSoJFGy9zevi6+1KlEBNsTUN2H7in1uaxlPw8xchiwlKH497mxOn4AY0Lnkh5uIdXedVQ6FmNeMYsf1Ia/Vs0YDCIELOFtM1dnADZdXB4jev3zIvK8fbG6bjnmG/s2L2sjCOYy/aFy2Mw0iN2gtFlIpQECppGB1ECQ7m6ePnIWJ4RMvXa6U65V6CECU5k0q9XTYQ48D+eGSnyn43sd/tjNWZK2PXpZOu+xZD7KAgLUZ+Z2xe/aNjI+/CPd+0RDxmVL8DnDZ5kqCPX3/1ag8t+mdYkef6c/UdDOaXH98ePPJFeAOFthOhJSeuTv/ogdHW+uYy4KRq/6DHCJ1/MGyUQbHFK4QmsnhlPx8Csbqtdcn26XoVBDmtsVXAm2O0Yp/bEcLa3mSIbkvmxcXVmrhZq34KJsan3uNswZslU4NACbaZK/a5bTA2HlXfSByoqGooahqSTQGnqqgYRdwQageU1ICbcbIkdy35aiErvsla1X8Y7DWq8Pr1W968fbBKoFbyasLbuRRDglOgzivDkLi5u2F32KFUhmGwzxpHTuczMYwM40CMI7vdkQ++8zE3Nzc8nM7EEPjORx8iIfLlly959t5z3rwxJ5J1NVbWMI68ePGcr778iilFxjExpJFpl9gfRj795BPyKyEFMVelapa2AQPCrBfeJv+6WMV6GCLBhTLn85lcCkGEaUw8uT1SloXlfCKg7KeBcUxWnRxMHJPBWEfi4IotLA2twyofugUQNh9s94udiXRVBWngUHXXjiaaWtWZEVtA01kjbR74DO/rnGyJmYGsj9lOEgWpjVrcwisbdx2uvaqItN5u8Vc3plqMA0Hc7l1towoeUAiY1aWX4rbkTbcv+RUeMQoxmo4Gqgwp9Xtqm3vwPast5vQFUmKwZNMZGtN+Z3O5ifJhlFZz2rJWxoolSo1NqRigVC5KkAHDlQRq4eHhwURCgWkaWeaV8+nMsr5Bg1Pke8uhAY6lLEjYYeAhQN1Au6afoK5n1Fp3PGrOpTDERqMWZ9XYGqIWiSMEp90r5uZmwUzANnPV0O3bnRT6eFl3kP16k2oszNau2Xr2wTcmv0+V681PnZkU+791HJE193XMLlo8WK9UlW5BK9EDWLHPr1WZ15XZmYm1mhjt4bBnHAaGlAwcRLobVAPbBOk6GdveGb1KY5pOEgdqHDxISlTfm643ZGFzJsFBFQmANkce3zerrdm2L7lmTL9eOstwWdeuEWECuMowWdVsGEdjA0hwjUAbB13o1f9UVQjCy5evqbVwejiZ0LlWXr96TV4L024kq/LBhx9wOHpi6InC3d1NryIbgOXMADcAgOYkFqjFErnmWmnCpQ0xsT/iGhI5m81uzrkXP4Y0MO0n9vs9aUiu36ZuuR5tHvax5eumGLhElT4nTfPwV5+hDcNAE46HloS0P034c9NJCCLGyLg691IrUkpvX7PD53EDjzoo5clNqdTgdPjOFm1rhYmWtzc8WsL9PAq2hpnI71W7cgh0UxLfJ3pe2MZcvfpvaaxFu/a8ZtZlse9PMCbXgdBqe7zQP1+LAQIhGnhRg7WR5dUcGUUhpsDo81pUqSEQvaDU9uRWDGgaUyVb/NPWq1rMmrrWYgA/yloq82UhLxdEjZVijMOht6iIiLV4nSrH80xRaPpupcK6mn5QduCw5spcS99TpXoLo25gvVYrsh2PB1J09rRaUVGz3ddhHCgrXZtRS+HijCx1IIlaTbS/ZCtcxMSUTGR+FWyPx+ZtzStZG7M69IJRdQOYrMqQgmuLBoiR4Th21yHxMbQTIT15CmCA0zgw7Hamw7bfkaYRidauJim6fqnQW2aqxVtt5Fdc98vd43i0d2wuvRWM7Va1ScrZHtVY2IYMOsvCAdMgWGubJ5L1GpBoVuYNuAjeKg1Vi+cioNfLi0jPE+wcpZ9vP+drsOTXAD369/69f8A//1/5p+Eo23lt6DZNr9CQB49Ur+6r+GvafM/a3GobMtT2RuulaGu1ASCWj9Huv9qYNOc1Z/I6aNccRvs2EkCbdp+f6/XDkPYz3knU++H7rHQo3ddh6eDXu+/dijEbeFTdPECDuxSK9P1qK+o+PqrHjc3Nt42DNue0PwqPA3xAb2B9GzvSv6+q+h5iYJaIMRVzMofYdV0QGfreYDIFtjZXFLyoSAzu0hnZ7UwWYy3eouZscsVikzgE08TSACVvQImINSb5fCrVBPBLsWuVUjpDOw2JOBlLs1Zzc5Tq+n1FSUQSA3WprGkFUZY1GxNVAiJmPhB8X6pq566iENSNI9qgkK57tehi7sRYzBEsKfP7HK54KTZmx3EiDaO7llqHVcnVgT7pa2CM3sZtE8nul4TOsrdn7J67vsBspJpfnki12LIDny0ZsDO2z1LHRPzzGmmnf8DVnOhg5vbhv/S7/2HHtxfMxoJ4W2ztJKKY9Wm/CEdvWzKi4Iwfq4T5mVriXdqkuQ6anQLpwtzi1QGr5gaUbAF3bJXvYEykaAwKu8EFCv3zjDIPEgaanadV7oxm1gKrdpMtaLGkuAUaTdSsJUhBLHnUfuNtIw61MFDRUFlZWbOaNWyIjNPApWjv6y3ZnDKWdWVeM0hwq2Z7yA5JkWshZzVF+hAIIZHSyG6/t0S/KloswSg+YGp1ZLxaIF9qZVktKDmdTqxLNjAECIMBQSkJp/me5++/x/sfvCDGwPkyM+0m1pwNILo/oTXy3vMD03RANfDd73+fUlY+/eQX3D88ENPA93/juxyPN+wOB/76P/a7jMPEmzdvCC8DeVlBhOPxwJgCX331Ofv9yIffec7v/f4P+OEfTvz43/+cy/lsCY6PGREYxgRSSSl4cuLPBqtQllwYUmSIE9M48fTZHR99+IKSF4ZgCUUKJmqMvye4/kQDR40JVFBMZFMceLCNJvj4AI1szkIOIIUu5urD1t7mdE625KlvBrYAPgaiXXciCE3g0TbdbbNGxRI3ZyuYBk7dqsgizpbYkhYnRZCGSLOgNeaczZGUjLKp1QPLthCpjaFHrChnWlW+eYP8qz5ymdFlRQubTohYIrsWs7m3NiOv5BfTOCIGQrWKUkso9tNoa5O6mF008+KMAYBpHGxDUG+3CsZas2BCWcrMMIyICufLzHI5k/PKtDuw303UolwuM3ldGfZ7Hu5P3NzcYfFtoAZ3t8ir/0xsY6UJBF6vO/g8AFuBHTDx9+FjUsWEDi3hE6IKKViFOddtrd6iM1vDRaSDKxvc4y+RLcmgWntuq+Lj98XOT63duQVmDpi314XoQsKeiMnNnnCZ0S7uaxOu5BUEpxg7WxRPHLRikmTKvCw8LJdOId+lkbvbG1Iyh6LgANyas5+XtYxQLSltgGEUMTtZt55ubmYrDsI6uNpxVMEmmDZo2/a2tgi0/aMlWk34OuBFAkO/bI/CwTtgmZ1RKk0VSdjv950plYuJYYoEavHvobCu/jx83paq/OynP2MYEg/3D0iI7A47bm5voSq7/Y4a4MX7L9gfdmgwa+sYgwF3uVnzup7JYBpEMXoI4VqFQhP9NHZFGwc9QRBjjq0uxjvPF0SE/WHP/nhgSAaMWXJHd5xsQuutj71RvXPO1nLT1mfUA+Are9tf4TGOw8Zw8Xiu0cvVqEFcpQOWmIWNFWOgTzU3rWEAB0nFxU7bPqOebGgDzdULXBoouZhzIZ7cVEVX07sIzRWKFkw2hq/pUVk7s+nKJG/XtHa6Sl2rJ9d2rd262mOvWquxkVDXOhKrkK8ujBrdlbQqeV4JMtq8qh0RoGmkWJKwARWWWDZrem+jE9AgpFLJuGNuMIeg6HGXiLXNzfNiIKfP+7xkVDMx2rUVZ6+ua+Hl+S2Hw57d7dH23+qtl+Cg/8j9w9njVY8HQu3JdhwtDapq+k+ruxf5q/tYaAWmy/ncwRfwPUbVNNc8MR1TYudt2AF4OJ2IanFpqoKxRAKJQAJqiIx+v2sqkKyt28ZMQXWlVC8cdLYOrGVhqAMads4UEiQODPsd0Z9pCMHA7GmkHs21chhH4jiQBmcaTYNpq0WPW95Jmizh1v6Mm2EOri93zcwGi3OaE10fvDaYfMxET+42W+2tK0J7XGescMcS8LVdIs1IpQMgbT/DAP8Qw5Z80Vg32s/RMOGtZasXB9uW9qsPm4CGi7W4sqeUXCezrSMDbH2xN3n7NdrbxC23a4W79inS1whV8yu1e2yJtTqj/xHGI+IxuTXmd1csj3saCPIuMPRIF+nqo97Ny3vM+u7rBRdkfvzzBvhvoBjv3KsWt3s+oE1G4PH+o21NxsZRc1ZroDwilJoftXg39lbA941InwNt7uWioLnfmzQk5LiDAKf7B9ZlobX3dtDCY7UqBWqAiguYBzqBosU9MaKhUvNWjFV1PWKPnTdSBgRJXsyzgldobcyiRAe3EAP+dzsrqB4PEzc3Bw6HHUMI1MvKfn/HMA1c5oVTuVCvuols/oq1orqxgqqL4HtssIGA/noHLslXYOcG5V8BQR5H+D0axsme2eXMumZzuY6JaZrQde3rfOtqULTvgyFExwo2ra8GZPUxh5/vNiQ3+KL/e/tHB5IaZqLxa3MBxYq73blPOliKNohENwCYhsFusfk/6vj24JFPXPUV0xD9ZEma5R820IKHMgpK7Q+sV6MQYKPcIXQUNChmPa3BevizWDsC3n9eWxDpf9TvvgccWaslErWiWUCsuiEhsbkm0BMBC3wrGlarwCsU7/9DKzVnEPVWjA19n5cVwYCMqpmyFmq+sMymubPMlhyuVZ02bEFBByi8erYsZic4LxkZEki0hDxE35wEViHX2TozBqvkDNOOcdgxDqBn68es1YRgVatrOEmnRtviHBmGPXGorOuJFAdqyQzDwO2TAyqV0/k13//N7/P+hy94eHjgfDlzc3uDhEDOyh//8Z+R0o67uztub+/45JPPURVCPfPF559zfzoTolkpn88zn3zyCd///g94+fI177//Pi/ef87p9MDbN2/4z/+t/yw/+fGPGXeBZb54EhT58Dsf8NmfvGReQIIypohibRJJA5uwrHplGgOkgNcvX/LeszvTloiRw25kN0TWh9ccpoHzZTEtmjAS4sDD2wem3TPKJaNxQEOhUE30GiWqte2ITT/f+Bwgcn0XOpPHfg/ONOKq6uQIcExC09eRRs1QMKabMVtC77/39smSmQsu7OmtbmqtkFbV9gUy2GLaWHk2XW1haL2/LcHIq7WqtVasFBIpJArBRQqrBxM8antS3+Q7PVKVIL96S6Mvv/yKaZrY7/bd8ngcJ4Y4ElPsTIshJksvvcwoDgLnXEzLa0i2CfviqWqixzFEwhiN+SEmttzusYRI2u1IMVE1+HOZup22lpllXUlpIt4MHA4r+/2et/f3jPs9r756g2ohxcgwRmOZKJS8EodEjObGKDURZerXrI3RoQUNppWhHiDM84Xo1Zkard1LU9tA8MRuC3RbMLJJjzZgJKBSCBIoDbroLANolQ7N2cG0rTpSHJTR6smuuGX3tGOuMM9nC7J0S1yNWZioLBCsCm/Jq3ritwkIxxApLoa7VEvKsjOxxmm0dooQeBaOHHd7u4ZSWLNp/IzjSF1X1iWzlJVQhSkMHeyAaEESzhB0DYcQ7Zl3a+JvCEytbUO4rvzU5gKkGMjRwL/SWtegtv1T/f0o83xhXVbimNgddux2O/BqVtBqjm9eCU5hoGplLSs//vHPOJ9OznBRijplvQa/13B3d8tv/7XfQrUyDhOXmjuN2U49GyAFHXA2YC0idUQClMXp9KGBFlfFmE4Pb4GKja37hwdevXptboOiHG+OvHjvOYfj3s7VgRG7tZ44hGAi9uBMNQOzlmWlYG135khlvlYNKPiVHwopmCtMKSZKTsEYGK7XYG3yOJu5IsEAAQvKbV+oUWDAmDf9/nqxTtXdBpUxRptv1eKq0Nqmc6GIWSWrM22s7YSrRF6vgK5qDom5dEkCFSEOZnddXMfDgja/0HY0cMz3D9XSRcHby1ryP6TEOpuZQXPVwa+pViWuFUmeLGE29Rz2sJrbWrpyXAzBGcQIbzGAB7V1fRjMo726NmV3NPQY0s4tcrlcaIylab+jlJWffPoFH6YPuUvPIAbOpzPni7WIHY833D275XQ5uyuntZAmb1NOIZFDs6JXcl64v3/g4f6BdcldpwQv2AwhEtPAOi9c5tnW5BiY9juGaeD0cOL16YEDgSSBQSKkwcS5RVjXjMQKwe5VE7VfykxQa83TNMBoepqrLgxTYs3e7m1ZhxcOnFEQAxoDNXlyPIwMxyNpGCw2SolxGhl3E2epDCkSp5FhNPOQEG0tLj5OkrdgEjZtkBBc88nb4Eot5oobBRlNE6msXlAQjP00JHPU9H9XMUF3S6hMny4GO+8qjwtdBi6LszWLs+h87U8tudvGVlvTDEjdSuW97NLa1aADmi3+E20tddqB3V+/Q3pc3Y6WgIvQJKYocTBurYart9p6G8OVePk3fYM0Rr30vQDCtvywrWsdmKW1lG97rXgbXGvV5iruePxdDVa/uibdYrvrd1wn8+9eg5EG6iPmp4TQmS3a2viuWNSPEnC5XtP8+3NAY9mwKJxJGIRLE+SX1vHT2otsrG+rtVK0AJV1XhFprca2LyQJpCCU0oD00plR1RnExUHD5IBGEXGmqLURVm17amF1ge8xTc5GMufeWumFLWO6ezEnF2peDYgPA8NosgS5mElNSgE08fy9I8ebW463N+z2B6ZpDyGyqunRDdPIPM+UIux2O1+bKrkCid62WGvrEGigkY8zJwvU1vkT3ZW9Nk05dS3PFqt63FKsc8TieItFS66kJKaXpmpIhmB6ixKRYHt5Y+WnFM2MSO3+tPkvfc/ZxqdSTKO1j+lOo7Rc0wvYItvz11rQItb15SQGYwtbrtJYfvQ5h4PXV3NGW4x2PQf+0ce3Bo+69o8/lIYOI957r7hOT0s/sCCu9R5Huxl20hNNI6SJiXGllSGqaAxIMlT0EZHI4Fi6kIlWyM1mXDqjIlerLqRxIsXBLTM9yZeNfmcgTXJFeE+YswkOLqWiTdjR95Jahbw6JdgDs1qLU+9XlnWmlNWSusYA6suUsuZsrjenC/cPJ96eL07JT1SJECrBAwmJI9NhYF8Kl8vMmEYiA/N5ZUgju72htrV4S1xUb9FJ3bIwxGRCjsUpqBoJwWzj3UHZXDbmM++9/5znL54SorDbjxTdU0rlfL5wf38hxZF1rbz66jUxjoDyf/+//j/56Dvf5YMXN13YWQn84pNX/Ogf/Ig/+fs/4vu/+QO++72PkRBY15nf+Z3f4kc/+lPu37whzxfu7m746KPv8P77z3n58iXvvf8MleqJnlUpK8qrVy87Ujskczcz0GxlGneMY2QcEikm0Mrbt/f8B3/4wO1uZRAh14X5YmJyw7Mn3D25Nce/aE59Cs4AMBZJDd5G0KslXn2p7tARNiBT1QOMsiH7ndWm1iIU07bhKuYKkNJormUxMA47SiisWlnamL4CY1v7klFeTIC9TcVWma2KWZv7ewxQpGGIVNemMXG0VunerFdNv2mHSMYl/HyBsk2vOCMgirGjsgsc/yqPdZ7Jy8L5/mwOdKUQ05lxmBiHkZcvXxFCYBwS45DYT6PpSrTHEZzxEUDCDbG+MocgZwrGlDAqtWmVSfBefAczqMpcZtBo2lnR2GdSIQ4TVYXj4ZZhMrHfuyd3PDycmMvKw8OF+4cHDjdHNBQk4M5SSq2LOfCMZqWelxNRDhC8AtrWQ8E1y6yVLOrY700LoqxnvIC4fasNDs+dZCt5+D9xLQmCjQmrMGJV90wf1xAI48gYDfScRbzX3veB6K2Zrd0OCCmRavIx5e4kDrLKEImjULMbMEQf8LrNv1yLSZ+VypuHB8AcOVWE8TCxO5pAaxoGGCLL67W3fMYYiGHkcjkTERLBa/PtwhvoYDRuCwq9LTUEJGoXpRefU+8elo8oUivoanvOtLGJmpTzMO7IV9b1po1lOlXLWpiXC+fzif1+z+6wZ9xNDMPobi7buc6Xmddv3nJ6u3Tw6NNPPzNtgmBtNGGI/Kf+iX/c7lWuLMvMMA6Mw2DOjWvmMA7ughIYBmNPFDUhZ4o57oUOypjrX0UJ1RktbEyh66MBzsFZHafTg9mRe4J+uDm6ePa6gQxY63X0dT6XegVamzNZLZVhP5F+STIm39I15C/z6K0aDXTHWAsxbSwaddCmXdO1HoE4KzYEYayWpBa1/aLtSyrCsq4s8wzT5MUJpYq5zO72e0otzOtiABtqDrZaCcXddKJrKiVBWtINQCQOZnlNDKxB8UZeVqkkWb3IkKHMhDybBoUFWL01tPSWHsCBgmEwF0ARYVkXQrQCSRPbNrBtpZYBt3RjN4wcx4l1XshzgOwakWz22ylE5nHgcrmguXjrk81pNXFMxiFxuZyp1ZK0cTBWzrKc7apjNG2hmt0ZLFBFyYvpV57PZlCShh25VpY1E70IMYwj4zAx3SYK2tszzTkzMQ4D6zgw50K+WLEjIOzGkbgf2A8Dq1byMpO1EjEAaBxHVhf+Pp1OiBZ202itrBINfLSMjhAjQxImInPJzOcTAWujXHO2+RcCp/WeYxjJ62wxoutQIcEKqc7WbxWvOEwMhx1pvyMMxkIb0sg47UhjJOcTYbDWNI0D1ZOygrd5V4W4txZtpJcCbaQJycISNJjm0zCYwDVqTLMmdxG6+UAmYC2FiK2dmluHgLNgcVdM2b7tWlS5tQNdGxf0VqBKZymoWgLZigbSe+bYPssLCy3WMzZE8IKCsxF+jcCjzq4RfJ/b2O7mZ+PMGF9Lw1Uc/LXPurp/DRR8F9Rpmm2+S9rW3l/jCa4X9u25xEdg01aEuGKSqX7t7+25eupNa9cCvgbeXTvfvXttjU2ZcybnlRAHUhoYYkSG0UwO1mwOkapoUoaQXIrEdJukdSg4cLNeZpY1o2rxXowGssZkOjrGUtHuoNwBR7HWORv3dcunq3K5PCBiTJwUXCBFCwEho6xlRaUSq7P1dMur7DNXyz1z5fywUrKREZouI0JnHWsU8lJZV2doBqEU10AuSooGXMdhRMPAvCzsdwNvH+4pVZmmwG4/MgyRvKyk3ciTp3c8efqMcdohEk2zqCpxiMZGVgiqpGEgxEDOJlmSr4CjXCrTOJoZQ497Qzcgklb59NC2FdbE63zizEyoiETiMFGKMcGCDKQ4IZSucfT2zRvAXGENB8hINYbwECdWL3xKK+5eAZfFNQXVcYnWfWUdUtetj3AN6FpbXXPu8wejFRXTpOwknQYQ0eWs+udet799rcDm68C3Ob49eFTyFikLNtBqJcXRKKEodVmNBTQkOnzVkNYrUTxqS2q2CuxG3QNScO2NBhhJf+AEE7QyFyBDB0UWp0UHoy5HQJVcV5aLJTlxHIFArVdJjaj1ZragRgTRAsvJHkwuPckW7wUPQYhDRN29SH1ha642pdROLY4xeILeqhBWtVAqBGshGodo7jkYMyUwkKtZrUscSOPOrlUST+/e48ntU0KKFCqX8wO+Rm9tamp21HNejcIXzIGmFEOECYmUdsRYQAuCcr5cmJcz0/6GP/+zn1lf6ZSMnZqEty/f8KM//wk3t0+IQ+THP/sJr+4f+N53fwOtwv39Ax8+G/n+x9/jeHPD/cOJX/zkUz76+Dv85Kef8MMf/n1++MO/z3KZQSv/mX/6n+RyOfP2zSvu7m4oLwsvX75C1Fg/Cnz3Bx+hpfD6zRu++OIr3r5+Q3WgouTSxUNDsGpdrZXn77+H5syrl1+itXJ3d8vd8ZbXn/8cqrIfB467Hcfjnmk3eSCNU2RNaD16f1nbX8Tp38HHaMVcCEI1/bfoCTbeB18pvmkFH/PSx1xVdywRr0JQWbg4YAQREyMN/h2o0gsYvXKF7bkSEK0boIX1F5dsdp7Ncr2o9joZiLfrsPWcY60vWm0TNfF4+t5uVcjqYIJTXdWXgEYJ/xUf7714zuW0Ms8Xjsc9+8OhV3gul5Xn779AS7F2mZzJeSaNA/M6ozl7Qmx6T+s68/7e+72X1SjBIqRxYNodOZ0XJGSePnvGMFkf9LIWggyEIfRqvY1VQ/2HYQARTqezVx1gv9/x4vCCw+GGzz/9nJ/++U9Z88q0G3nxwXO+853veEK4EsboSVZEV7F+9CzevtIxD8A3CGf60IDFaEFA6IEhNhjbqGj/p6DBAcpeHXFheEmmDdI5SKb/YIet2yF6tT0GAxFqY6j6N3l11yp0iYqrGvu6hQuDNwZrIJF0dNHdymUxq1V9OBn7KCWiWKUpJAPtxp1psmmArAXJiqoJRzYNLy3WvhiDrXGiYatOeNBRvRByrTmGNCfR3pjWaxnNKNSSWK8KqXoy4e0pjyqgNr5qLSSslWO+LKzZnOHWbHosz5+/x7JkbxmrxKhMu9HAxGK6dZ9++hk//cnPKetWPVaUD77zPs+ePTNGxDhQivLs2ROWZSVdmhC/elUvM4bJ2xxdbNk1Qchp02dQOi0/57UXkZpyVLOp7cF+r8ibU5wg5LWw2+/Mdn43sjvsCAHWpXBZZmOPxGjgw7K0x0LFojwR00EJMVxjntvYbkK3/wmsLf9xj7oWSHQAiBDcqSxZclGLJVCtJbAWyKmDRmABY/L4RqLdf6SBTs3x1cH9phMUxG2m7XOStxcGD2L1atGQcNWO8c4hHoc5nteDz1KK64oZKPDIuREYayUVKBnyAjUrZa6cHs4kTEw5aqSuym5/A8PKLsO6zGaCAbaWTMamKwhptyPXwsO6cNGKhsB0eyDExKUqJxdaFpSwVua1QoUhOkvExWSHOHA8TMzjyOV84uHhntf3bwlRmPZHympObmBFoPfff5/dbs98XmxNzuYWCLAuK69ev2Ya92YwUO15TcOO/X5HEbOxn+eFeZ5Z86UzH0PFYuZF+/xuz3tI0cLtbIDwPM8G8Ilwczzw8u1rllk7SF/X2fbxkhFxB7lgpi3BglnKOvc4Fc2EkBivGPSKuQAnNxDJiLfa2Zofhsi4nxiPR2PKhwGGBMNAjYEVH3NJCIPpaFpBGZo2R4jJEzdrwwshEGqTtrA9GISQhLgbu207FA/6sdaiWqmsbhjjYEEFvHjUHT9jtEJfc4NubTsNHMIA2pbgb2CnJ2G1UrX0ArC2917Pj3oF8lrt0ZwROwhcHwEp37Yt5K/iKF5cbDFpO75JjuCRZmYDa3xPuD5+mZRB20ev7/3j17Z/aweptv3X16C6MSi2xPfr8gntfdbKLBivOvQE/uqVnodWL7BdtSCxjckYY28l+8bv8RiqjY9aN5ZPe09fr/0axcEyCQ6vVvr5iRdbYrQ9OFB8HIMzJ9pg9D18QaqSo60dKYQ+N0Kw9beuGUKF6HtAtZxUowGckkGDcj4t5MXGfIyQRCEJuhspFUIKHNLEPGdisVLY+bLy5s0Dl0sljSuHumNyc5JpP7BcLrSus+AtieM4ko6R2+MTbu6ecLy5IcWRWoXFHRsrRngQCdSamefZW8Et7jOtWqFkoVQnTDStO481eyTgQ6S4lEVrHzciRSVqcNB3K8xN48j5fCHGgd1+2gohtXI83gKQ18WKrP4VuVRSNH1enPVtoEzyvGmLTYriWnfeNTR8fe40YKm14WvT2rIFjW/OwGztks6A/Ho72sbO23Z/Wwu+XeT0rcGj/+X/+n/Lv/Lf++9yezxaMoFaG45l1X2h1OqD1CeUwFZ1EvW4rlXuDTDqFekWoYiYrsg1wi+RGEDcjldRRANVEzXviOXBhPgc1RbB7IuD/axW3dT/tX239yFauGFIZK4uaEafmA3djcSeDC6zM5L8xivCMO6Y5zNlMdTXgrjEkKaeaszr2bUeDH2uACl6y4jRaEtPRAAVxmF021l4/eatARAxmPW7b3AlZ3Pr8EDDqubR9Hk0eC+vJ/1BqCURoxDEevPHYUcpJuo7TtbStswzIQXGaeTj732X+bwwpJE0jOSqfPr557w5v2F/d+TTzz7n7u6Gw8GSxidPbglD5A/+4Ieczxf0YkFhnEb+5E/+hMN+TytAvHz5irdv31KWha/+/Cd89/d+jzkH9oc9773/lGcvnvLF51/wyS9+ztu3J5ZlRsQWnyFNDMPAkyd3lFw4PzyA2uQNqLktUbEWStPT2O3MAjr4apaGFqybhaQCQUMPVGwqOlJbV2pM5LbYu/taxJNNWgJ3hW6rJU21VGfEyTZwfP6EljT3DWdrK0KMStqsFFWFEKrZArd1cfWFoC2G/rCzRwYhtoqPJcpRBqveNZDMwYNaMe0V//5amxCvV8K1bYIKwX/3Kz7+F//G/4l/9b/23+DFkxurviRrCVGFYVgZh8lo8+vK5XKmlMLhsCPXxVpMFwM1TbsoE05vkTUT04C6UHirPuFitqf5zKAG1C25MCWx5L1oTwKGNBAxYeD5vBBSNEFAcbc+EcZx4umzp8ZafDVzejjxcL8HQGthGm6YHxbSENjvDhQp5NXmurUNtrbJ643hnQCpVQ4bUK/2Dmh92JsuDW38tjUWegWvgdQt+GtVQcRgAxFFI2bfXS0oagKsoL4GOZ9hGEzovVbfE6IlP1qpyZzztDY3EwNosmbW6kwHKiEKd09uDexIPpfjSKojulolG6A0XTG1vaiu3g7koK9Um2fVeMxYtp9BIy457LdVSAXW4HsZV4nIo9vdJjcOhrUqqHSgzFpEsDY0v6/LMjOvi+0x48BhOBBj5Hg017KQLLiJCD//9DPWZWVZFx4eTsRo73ly+6zP9xcfvODu7razC7kO/MVYQqtraxETs7MdQ3e3u9ovfby01jTUW+782ePPuWlhtSPX6q1C5nhVSyYEYdpPRlHfmWOcAmGI7OPQ1716hVq0IpsP5+uQ43Hu0pe0X4OFCRM8H8AEgsPVOg80faGm1WDTz55xCBtrKgYzv2gV1CCpj6Emvm3V0ehJjOm5RBf5lboFiU7I/1p1sW1J9MRpA66257lVNBtDqqoiRY3xSStubIBw+/cyL5RsUY4BG6GvOyEFRhmMHRiDGReJARld/D1YzIMXdw6HgwllDwO6Zs7ni4nLO9tuPCa/KG9L1hV1h1ypyuWCuakVa6mLKbHOF26eJAiF+XKhaCVEOO6PvPjgfV5+9ZI3r9/YfA82P95cZp7tIml/QKMlMA/nhUs+M+vC8ckRYqGGFS0Lcl4o5wvn85km6G/zz3T1TuvCvCwsJZsWn8+3el54/fqecbT2sKe3t9S8smYDjYIXnmLyfcXbyEKwdWN3PzFOEyElj8dH9ocdhzVTeLA4Eu2xZoiR2Zn53rBvrdXTyDCNSEg+VozxU1FzsB2TtVsPiZCGq/W/tSWP5syklnyEFGz9wBlkbfNBEAfQOuOhxz8WA1llH4o0vVOlrIV1yVStjMGsuKsKGm3etVSraaRal39jEDtwRHOrrH0ZCY5eSGz7H72g3YCmVqBrmpZtfTLmLrSOh2+Zm/2VHI1Z42FmT0TLdacJWxHl3cRSENcavmb/NHDuXXDo2x3te0zYWbwztskEOOxSDZQzoMBZklVpOmnq+oPijMXszmJW6whfw8q/iXEEW8dNuN7f+ms8ngrt7Hx/bAVkH7O1FGsV9vU6IGiMaLQY2tZy+8yqSgoGHkUHJMUL06XdXCzu7n5eCuM4kpcLOa/WbhpT104N3jJbqwHB7VmX80JNXtyukHMFqQQpCJmgkJfixARvoxYb9GteUcULUCaQP46RxWOrdV2JITKNI1C5nM8cDztrdVdr4xrGie98/BG73c5BskBVf5YSIEQKQq6V82WhUjjsd9RSSdNAXrK19A/mCDmJsbCb811/UA7stcEZanD2t/YXxDiYgLfLOwTXC11dcqIZJG0x8hYX9r2Tq4/0ry1IJ5jEtueqOtu+xdPb22p9N463cdWE0/sQoK2Sdq+amVNfPts99HG66SRt90NaMXSD13p+922Obw0e/dmPf+rorCfVwYS0TE3YAZtGK/WFtff0XQWcrSIoIbblwG0ibYuiZp+w6gG+uyV4oi8SLTmruFCbZeCq1UVWPckXBwOiOURUW0F84li1Q6pX4JRHFOvO8IAeAKlTxpvDRIrJKtvB2sRSGnoLQtUWzNEXgO3z3EK8GNAjwVgNczEWlWKq8YoY8FM3Jsh8mclrIcTAMCaG0TY8lw63VhtHvHOupME0DqgGSolXPEsxC+iaCiGaHbiq9VteLrNTRpV8zpzfXri/L6Rp4nxaGSYDr8+nC69f3fPq1Ss++uhjlmXmdD6jIrx9c0/OmS8//4qbw57TF1+R58WYPUMihMiz589YZ9MNuL27YxgGPvnZJ7w+nZCf/YwxBu7ubnn+4jmH45Fxl9ztJLiNrNmz76aJ4+HAze0N5/sH1hhIh4PrHgXmy5kYhFKN9TN561J0l6JSKoNCVBO61Bg9vA4WEPs4Fp9YhkhYNcOSaQssNrc1T8pFsYqeCY4GB262gKK9tnoOK12pv6q1cm7uT40ZQR+bTValOrtJHIDCAatc3HlPcZZdq9hoX2h6P6xua6uniLao1U34rQVt15UW8UTgV3386WefkWs15xm8dUYU1BwMPfwhpsRut0e1miivWgKzBhPXjTGgDKTljA6FqEIo1VtxLJhJyXVDanUNFiEOI9kZAEUM7AgYkCQuQphXGHdD1+yRELh/ew8p8uTpE0rJxJB4eDjz9vWJz37xFS/efw41EENFqjlnqJsJFG+/UCrhUTuRCRHWUq6YSb6xiGxjGLZk3JNZW5s86MP2HsdcLPHVYIKnsFFmr/Y6bQFzEzKtFuC09EPF2s8M9LLngerWs64erIVAySuluA5HtRabGISaIgEDw9I0IKOtJ8kp90FM84QqplMmYpopAt01U+yZ5pIZYrJKXG2sDVAiUasnRlfxgLQAucn4t5t4vdk2arBvwho6UJxX02XqTFdwC3eb8yZgv7WUxmgaWikZAGUst5WH8sBPf/rzDcjVym6347vf/x7TcOzJ6OFwYBxHrplTJgosDKMlkaUUmwsxbACGsl1DC5ClAeO+R1G3qrsE2g5+FdIY4LqurGt2t80F1crdkzt2+521A/naVHRzeHQ+QP+0LRYK/R73/2/j3sdsC66/lh38io51XTvrKEhspi62x/ha3RjLqtqBvlZxBiEk00BsjNEQoJbWuuDPJwabA762h9hAyw3wtSTF9JC+KQnsBT+5TnB7qmT/r/oItKrUrkHSQL/2HKxF04CxdV39+nyvvAIVOktbSl9zEEGjtXjaHguE6EWUyjANHA57gsD9+czlfGI+X4ztOI3WEpeSCXTn1dZOB0CCWKHwcr5YTCuBaZzI60yuqwG0Y6Rmi8msNcvWquz6T9HU85iXmcv5wjQtVqAorie4zlYgHYSaC+s625q2ZsqaqdlawkVch8jXNIJwvlxYPGYIMRG8JW2ZZ9PzW1fiOhPFXXpDpKyVkIKtN0AJlbkshCqUWrl5coQYmC8zVZVxHNjtRyuOnOFm2nucYC358zKjEgmTgS7jNDLtJm8PUwN9QiQMASKuNwTT/mhjVxx4l/jYla2vqe4S5bG+6QRdvc7Zp4q51PXEp8XiWk0/zBkiTdg9r5n5kgFFouUj1QGu6wRLa+sQCJ5kb+2SeuWw3KZAc9gL+B7lWVqtxtAw0Ilt/rWiun9AMw26Wrl+bQ71QiP6uI0Q6HvXtod8/f3Sk98GOENPQbfNs39XawUH6VptdoT+fi0rEgdfTzp0xPV+24s3/fObjEOkuZjad246qWjbL9p5XgFiHV/Y7sEjgEibs/I3PT8/NzXigZkKWI5n7aTW2gYNiAqUUDzmsfar5NcQ01Y4EBHSYPMf3YwXoAH19vfdNHCpK3O1vST6eh4FEpb/RGcF11pZq8uqFGPGqOfCCgylkMtKLZibd1WqCrk6WEQrHjQQBUSUw2GPhIF1Xb3YujKlYOtsqaxzZpw81izKfJ4puXB7dwdq8Zc6mcE+NKIhUovJP0SK6auNZqywLqtrOW0aZVWV7e49fjoNQAnS3BLbeH3MTgphK95ol/ZoOXzbwK+B0Wj7VdO8Rfo1tHH3iAfd8rSruWZDKlzJA7U4xh/ydeeWz9VwNX7lKv5vAJdsl+QM8AZyOzvcv/h6VoloH6f/qONbg0fgvZkp+QJg1UY7O/WTacicBb/+xPr19isREKKt+1J78mAiPNWQ0xb/OeDUHBMgGD1VFKXSULTNtaIYIOSIq2kxVNeycZclxL6z1u0R9aTKkheKBTJGqW3VwYISEdlo5RoDUSMxR5orFf2h0pPzpth/3ZPYxUkdkLPJaKdRgbpkhNUTLnPeKUuBYHTpaT9gFlN2EWZVWkkxenLZQvqWRNqkyGumroWULGBZS2HNC5xm3r45M18KIUWWRfniize8erXw3vvPefv2QpoulGLaOpd5YTdN7PcTrz/9is8//4pnz0ywHDFWwYcfvs/rTz5jmkZ7LiJ8/N2P+e3f+U1efvkVdV04HA7M88zbN/dMd0949ekXPHv/CfcnIb6O5GKudBbEmCDlkAamcWI/TozDYMmyW/SmEEiuHZKXAjIQgmtTlewBnlUVS6kMtTmcGVOtii2WbexZsGgMBdOh2DSQus5XaLPRFxXZJqv65G/g0lbl5ZrX0OeK2e0WbwsSYsOOamsNoAcnWtuEMre+IMGTEv9u8erLFcYTHIzq27GfV8CDQFriaK8Xn09SWwDmVqrIphv0Kz5ytufags9mexwkUqnuoOjtTVfBR4wJGXF2mCXiYdox+XqSa3UrUav8pJRM9yhGCwixKu+abT2putkvr6tbgYZEHcwhcJxGGzM5czqfGXcHxjFyc3MHJNDEy5ev+OqL1+zGA8M00Ci4xfVOrvv3bal1RplgTnkhUN0eui/FPv7aWts3mCBItPXThHZNRN2SOA+WW1Lrrw8xWPKjV2Nc6OMO2BI+fAP1Taox7SQ0IUxLIEqpxoj0Db34XG2AfkAZ9nviOCIt2Rgi2dIQBt0EeVswqmJjOjinWMXYAm0jbmFrEBxo1X6eAQ8YXddMsddYfFi3+fMN+g8tuBO/z7VYtbE6s6rPqyCsq+nlVWeSgPb2FJvzlqA24OiyLMwXExgeh4E02ni8u73lO9/5gFoc3AuNHq5+zg2wqpZwSkTK1ltPCCTZ1o2ar1BBthYqVdMtogJRTIbySs+hOcrZM6ws68q6LO7+ZsHf8faGNG4OKeY6I9t5XgU+W/rVAHcexQVt5VITz2ijrQeGvxZHqwjSkrANhMlrdiZG9QTVgsGqBlyEaGBo0zdznIzOGMCfcxx6pXljtlorlCXWtndQG3j06AR7geQ6O+yxsQernd1RbY/v4JFeFRngka16S8iRbT71fbMFu1UpWhGKGVpwJUjs12LrjiAFJKixpoOQl5nzwwPnhwfKujKkgZSiaXlF01VbZmHVilQMKMViwbyugJKmkcN+j2KV7N1uJMbEsq7kdWUMg7E9r5K/EKM7NyqX84VhPJnGGtbylFVRTt7uDZf5Qp0X6mqtVirbCtHjNI+hc3ah6hAM7PIW/ewOhTlnJD8wDZFpnJDkzAL1IlU04ws34mbJC7vj3pKa2RLsYUqEJKx5QYsyDSMhGau/xZlxCB3MTE182xNkiWK6aCnStB9DEMZpEz23TcQApJZ0K5DSsCU6Hr80d9cYmgNuMNMb5VGLNVeAAL7mtMJNdVFbY0V4CqeCaCJodJFnL4o5OCTOPArgACde5LhK7K5mhrHTdYvpPTfon6dtDr+zBujX/vJrdFiQ0ABtoK8Hj1pbrv7+6K1s835jNV+vIy2ZtaCyFfZ7NwrSX2Pfo5bXMNj5yFZM6PdPrr5B2//5WAqP9ZCgdyv6S7fiwvW1PbqsDrhvsWKLBd492r3Sq/c1/ZxanSHaimBisZUVSWwMWaFY3E3b2p1q2cZW9IKdsZXNHbAAWbSvlyGJtYkW2zuKNudkaVU5uvB4pcfDlhM5a7QlJdm0eWt2syht1+Zuj+UK9mjtyqWYw2IauMzBO3Mqa16oeWU3JhPBvxjjOwzRMBGMfW1yL7hhrW10KgGJZoo0sEcoDIP460svvnR2mGzPvhfI/bl2x0Pf61Rbh4f02GMbyS3QA5HYi1rFx5n6un+1qV+tdQ4gaRtTW7x93aVhH6X97W1Ab3GXjWdpN6nnjoI0F7/2s7an+nrY5oaHw1ghx6/NL62Zd73LDGwazt/m+AuBR5Jif+h9UXdtjx4I+AMVNSFNaK3KLQDf2EK+GtuHOYKjDpRUcM0JZ2sIXb/H3us3lQISiBLIpQVUrlGjFepqN63aZ22rugc3NWPq1y78HQKME3o+WeuTBBNL8zY0dTvzUkwUtvoigDNMhI2eZmPHQadq/y2l2C+CvW/NhYwQh8lc5lykrpTCOhfKapV7QkSqsVNUleU8s64LQzQdhKx5o+Im24RF8UXIgalcKU6dpcLhcGDYB06nt6znE+v5nrwmXr9a2B/2LMvAmzfZ2RtwuVz46suv2O/PjOPEOI5877d/wGE/8Xd/+gvWZWG/3/HhR99hWVaGvzbyxRdf8unHH/L06VPyuvLm5Sv++u//Ht//jY95+fQJQeF8PvH61Ss+/vgjXr18zS++es1H3/2QtRRzgbucyGtlfzjYuNsZCDYNI2NMJmB5f0JLZoi2CRpFXk0g8jIxpczpcgZP7ne7yXQkQvKg1pXqoVMWUXv/KMnQ7KrmPuOiiNe6S8RtsxEHK7UlOF5poG+E3gJWhRQDC8aay6rEYNoMpWSjo0sgJJ8ifaGUHgi1yWGLxOMecXXdpE27ZWtPUmeoVQmbLs1VQKc+z/p+GQQpDhx5kGsg0l9kBfnLOxrYZUKhA3X1OVGbbf3GjWioRqgmpGqghbkZSM2U/S0Hr/bmUliKbbBBcP2Y0WyUQzTALgZiFeowmkCrVxC0rKa94BWJeSmUupKzt/wirKvy5vXJ2nfSyDiNPHnyhFIqf/zHP+LD77zP/niwuRoj+VyM+scWoj0KotSZBn5TjDrtS04wgLsdTV+oj5/282C0XUEIaoC0gUxADb3VTFWNaVWaFpZe9YQbUN8EMkUwbRQx4figG4iqqAsTbhtnG1840yJUZbq99bGbjQZeTd8NoMZCitVbd4InngkhmKHAJLSCg42TJnotnVVaq/pY8XvTQGGahlm73+8Exn3T3oLgnuxi7KJaqyW8GrwVxXbEqpXL5dzv/zAO1vvvGmwKvHrzmtev3vD2/oF5XVjXzG//7m+ZZsA4ME4T+8PenyceuECISnAdqapiAZTdLQPMvPWmnUvTQWvsCcH3kZb44wlG3dYya9HY1hVr97BrKa7bVIppRYzTyP6wJw7hUWDetnQffFc1Kd3GsA3YPuBbG7axu67WAR7981d+DKO1SjfL8BA2HYu8ZpZ5NeAoGtsoue3wuqxoVQYRbwHTrlfUCiWW/Ho70TiwLqsDUAaGF28VNDDCQL3Ilki141rHpFcrHWwUB44sXjK2R/VCmLQEulZ/7m3dqZ7AmL6HipCGwWIfK8vbH7F1MueV1crc5Oy6RdFs5oOLd8fB7s+QIjqORAlcLhdOr99w//aevCykENlPO3aHPRKiVexpCYQQg5BSIqgzN1tiGSPTbiQOwhevXhoTIK8sl4U8LxwOiXleyGvuYEprJwkhufbYDCIuCm8tILmcya6TktcVnTO6rL0Nq0DXOlKFUgNRq5u4uFmHWIwQg1CmCdRAjrkulFlZsrVDj2liWWamaWIcB2d421o9zzPLvBCHweKelJh25tw5n2eG4M68HstKCEy7HXEc3CBiA11o60QI5ko7pFbJsrVamrlAAzLp4EpwrbKUUo9Pmj6oAf+C0GIvYT1xtQdsFXaLRwwAyKu17q55paobfMRq4wiLcUYSQZPtZZotcdbS9077eWGdL7ZfeeuKtviq/XENka7VWredoFnOg6dFLWd5Z6/4j9LG9Zd5vHx1z34/MY7vpoKelELPma4iqH60PRHMK2aoXF2j8k0rcmPJK/CuipB41itsRVXPh/15bOdihQ/dvuqdo/Mgr2NbdckF8byKq/HH9owacNPW3QZItEL+9dELPT2n3K65Ffraehpku2GtsFS9cAbGGjcplwrFeVciLnlQ0AVWUVYxEfeVTAlKJFMjaLKxuZZKqmrdK9nW45BtzHcDpxDQ1WLcrNqLYw27a4Ugix8avlIpq7MvQyJnNYFq7/yJcWAazYVxXTLLmjlMI/vDyDwv3L9dqCiHaeLFi+e8eP6CqgYoN9kQc2EMJgkSEogSsbUlJbuHDd5o5xfE9odxHAz0CeY+DVYQa8XOEGPb1HB06BH4Iu6v3Q2FpLGabNQ1fEIbEuMh4rvAausMaefY1sBtLj2eD9rH8DuDS9qj8u4uCb5Wa39va028BocMaGrjzP6vgXLi3TuC4Q+P4iwt77TO/fLjLwQe5csFzTfermYPoF5Ws3ANQ38oqkpdCyU0Sqj0PlPbI6TfsCZM5vYcqIovKGY7rYgBASGRIt+w+PpASANBShfolI6u+d3r/bFtkajmigYIhUblAu9mbOccDAyqwc4NcAHXBYnm3lF7kgjN0lPipkfTHDJyzmRP2qdhcNpg5bwU2qARF7ksRbcEzj2BSAGikqu1AZTsAolBvX1psxu9RkbF9j0qhbJma/vYTSwrXJaZ88MKayLcfsRf+52/xjg29fs7YkrcPrnh//Zv/lukaeD+/oH9fs+z955xd3vL29f3nO7P3L+953Rz4BeffMb5PLM77FFV9vs93/3e9/judz9inCZOlzM/+MH3+OzTz7i9u+H958/50z/5U9Iw8k/9M/8kL1+/4nQ5894HH9hYqpV5Wfnqq1d8/PHH/PjHP0cVcywgo1V4/eaeMUX2u5Egwnw+k5eZIMo0DlwNgqtxsyWLEqzvXqv4WLYWOVFM1DVYlZGqlBBgGmmtAa1aYGKLtuqqBxciEGNwu2v/fhVPzNTBKq8/ettkBgOO5tmS8BgQBmfWVQcCgoHcHqyrr+xG+bT+/UGVpbZWAaeEiwc21UV91RJ9EaPZRu+zJgbW3Fg0vnFqgPjLBdd+1cc4DTbmqolVWgUw9vlAF05sbYbiwvrtnvqrdIDgAXJ3afBr9dWyqlH0o7dR1qqM00ScIuTKOpvI72FvcyCGPW/fvuVwPHYBu2a3PfoXz5eZGCLPXzwnpsSrV695c/+Wzz7/nMPDkWfPnnL35I4QYu+p725r7QrblL8K3iwIstY28LX3nXs3X6zdttG7TYTVJZ7F2mppTKMWiDlKEdCrDbX2jQiMSJp6K4IixK6Rop6MVtfEWdZlO6GqTIdbdiH29ZTSRMhBJFl3hn+XCXkbC4arBNgSneQAkT7W3OtfpVdJDBv7I3iQ4clLSwNqEIY4to+n1aqqoXbdKhoHeqdpQoMJmEs0nZCgSu4tFrPNx2TuTtN+YhoHaoWlLKxz5mc/+Tk5F3aHvYNFid/5vd8h58y8LDbGogOhKLlk00lQa30O0lq+pa8Vdh/dFShZhbfmSq6brSy9vWhLwBv4KmpWxdoZSS4G6uuGtUCuHA97wu2NpR0hIEPEu9E7K9dvpX1nfCc58f8KuKOg40zSwHF+rY9Hoq/fcMTBAmWRDT+7Ziiv64qomWsYGym7Npi3fvbEG9fPcYW/VqhSZ0smAw/rXNBceVQGlauKrSf7eS1IaC5LzfmsdKFsgEmTOdvOC2WZ0WWBxfaufD6TTxeCwjSOvJ1nlrUgYWCYJuIwUKtymS88nM8cpz3ni4Etwziy341Mxx3RGVUtmZ/GiTEOLKczr1++4uHNAwLcHW847vcM+x1vY0FOF+YHuJwfyMvse3liKYXlcmJdV3I14eqYIgQTnd3vRh7OJ7744ksiwvPbOw7HPW/evObVmzdISKgK82wSAbvjAYD9Yc9+f2StlctswtQqcLmcWdeMzKULzVvGYQli1tqZ0AAxW2FrWbI9w3mGnAkpspsSYzSw6v71mVN+w9t8T8mVpzyhYi12cTA2Qs6Zh4cTl+XMNO04Hg4M49hdFosqu90OzbO1B1rfFRICaYgM444xDZtFuSf2Gly3ajAh/uDrGhgYEByka4eqlSxCsHhoGAePdUx/yoZgA14qZCsf1NrYqQ1waGN0S35b4pRKtPh6zayu/xlq6FX0rd1eSGMgZ2dZisVjtdYui8BVsc+6FtSBseg6cI8B05Aiw5js8+wiOiiW3HWt5NqTMvWCzK/D8a/9b/4N/uV/+Z/n93//N4BtnWpxH1f37V2WzrvA/bc5fhnDpz3fBjiKCKU5rdG2rK+voRYCbAzo9pl+gv7HY23d1lVUrKP8nY9sccm7QF9v274CBLu4df8Qux+295WrYs0GPhnDuzlxG3BsY9SudUgD8/zWx05EEqy6cnNzpCS4zxeTFvDDtI/oDn4N2KUagAR4sc8Zp42RnxJDEBgsB6hltZg0CEtK7MaRXEsH+GupPq5tH1lzZUgOniQ4jkfWqqbZeb5Q1fL33TRAXdnvR4bBnm8cBt57/h7f/f73uXvyhPOcifsdEhLERIgDFTEACUxuJURQ03hbs+Xt+8OuP++qlbKWXuC6eqA2SLyb6J3RCDQdwtSLKLWhLbUZHFk83LnqPcZ1MLUDUI8H07VD/busbK7m0hYyb4U4+9htfG0d+w5iVo/HroCvuRSX7DCAqGDFqxiCa/01hrc9wxjMHGFdPebTRhr4di61fyHw6H/yP/9f8T/8V/5l/sY//vsWvLXgJiQkGTijngwA7griFxi3mWoYjZJFSa7L0R5yax2IKSIpkWthzYWkhaBuz365WBtRDMgeqLCsA3m5uF6AW3emaPw+r9AFPwdtoKNfV8CC+wYO9ZYQAXFgK7SItSrNZWi5nCl5Zl1m5suZdb1wc3vLw/1b1mVGRQkR0qjM58I0mRjom/uzCeTmzFKrtdhkRSkQBkQCQ4yM+wiaSCESQ0KLOdbgDCdKNme6ohCqE6is5aDmwnSYXNxaWIpSvJd2efMGxpFcolndFoUs1PPMv/3/+Hf4r/6Lf5tn7z1jXi7sdzv+3t/9/5Hzynvvv8fpdDbkN2c++fkn/Pmf/pibuztETF/mJz/5Kf+fv/Pv8uF3PuTu2R1/59/6f/Pd3/4tXr96zUcff4ff/b3f4Y9++A+Y55n9NPIHf+/f58svvuR4c+TZs/f4l/47/21evnzNH/3Rjzi9/Zy8zozTxN2TJ/zkx7/g7vaOl69ec3P7hLev7vnpT/8cySu3T59w3O9BzD2orgu3xz2H3c4W8fVEigMpWj90rTYRjR0Qt+q7GKMopcHGc9px8XyQCIww7RJRNy2uVhVTqdQgUJqOiTOMRD0oEVukvX1FRIglENNGq7SWkUwtmVIytXrw1DQw2iKjCa1mxSzJ0XJdycvMMB4ZkyXN1emqycHUxnaLkqw9oG+oXtQxVMqTfXWLbBMEF2Sj7gNmPfvrAR79j/53/xr/6r/43+Jv/uZvO5BmPzeSTuxrD4Ldr7IFb0Yhlv6MVdKG+Ev05MVaaRv9s9RKWWfIgRSH3sIRJJDGsWu/WevbmeOTp3Ss52qTSePgz3nTqdrtJ548uePm5sirl6+4XGazWkV59uyZBflV34l8HIBXxUQPjYrcqp81G1shpkRXqBEoy8qqxXQ9HDDpwWGujiEIqwO5XIHSdn8CNThdP0ZvMQMwHR2iB1ytr83X99a7b3awCvtbq8BFszWNEqz8ledHmzA8BsahaQg8vhUNrG1OOBbI2fWEGKBYEUAQaHvqYDp+FQvopEp3/hJM/FBQtLVXP4qcc/9u2jNWYVlWgidZ67wY8Iit48VFPG+f3Jlob0ws68JPf/wzzucLp8uFy3zhxQcvTCMoDdze3TDsJh4e7m2fcsALMfZWCtGCUbVgXEVsv5LYb46qBRzJQaVSW7Br65Zp420Wyc1x65syheuAqTPZPECPcYfvoI9e11voRB4ZuEpysLdVwfz7G/BZadU8B52Cj6tyxZwTfLEuvxZrU3JGa69e42Aedk/2+31PRvHqKkBMG3uwXXLNhWWdjcnl91oJxNVirt5mKd46lU10PqaBFAdjwbSk+fokv+E21VqIRAc+HQ9t8RlXLYRs4LpGaWVYqkBxl7MQjbEeYrJwDGcqOuNPq8KYiDIRMUv6ab9j3O864CnBx0ExVkn2BH0aE6ImZXC+P/Nwf+K8DyzDbIlaXqg5Qy2UswO8ZSXXylcvX0Gt7A97dvuRN/f33Dw7EiRwPByQvkcIaZiQIDw8PFgSECIpGVtJBIZhZJomomu4VG/ZzLmyLGsXs25gSLPUjSEhgwGxghJCZF0W8moFyRKsEDQ46B1USfrAypkLC4HIk/CUIMLeRbvndeXt/VselgdGRo67G3a7CcXbvEphzqvNzLLiNRKabAIBkkSmw46buyc8//B9xsOBOI2M+4n94YbdYSIOO197bG7mKIzeSgd0V6IQDRgfhsQ0TQ5CNl1QYyml5EDkmiFYAhmd7ZqSORP2djCxjVq1UrE2n6LWVni5mC7UNFlqE6NpX8VoDPPoTLYUB9vDtZAdPGqt1ITo7f/q7de1s2Cs4OwFb587KTR3J587xeJvdBOe7iCHx1vv2sX/Kg9xthgYaHT1i/58pAEg1/Me4bqC1UCglj+FYI7DTVy/fea7e8YvO0IvFrwDONXHwM4vO/oqJwG0/sNf25kXLYH2cxDZEvp/yCFCB45QN1fxtVui6+esSr080Fig5/uvKGU1DddxIK+Vi15YnbnU2rBCSrxcFm6e3HF7c8Obt/fGgiQyTXtzbd09RcsbG5rRJAuKFNNRave4NqDO2U1BeDivm0C/QBQT2tYWJ6l11zThfsU01PJajdYwJPbTREoW3yzrQllcy3cITONAqOYsm1Lko4+/w7PnL3j2/Dk3d0+oFc6crHCvvpCgSDLAyEBkf3a1GgCCF57sb37/xYkXVgRrv78eJV8bax7bhJi2Vkexc9DGjO/A0deeuH+mFe3aa78Gjra5QRePefT+Nt7UQYnNXdICnC1tsXwNhRCHju+UWslimoFDDIRcvKXcSCrLshoTNQWCxv59rTvKWMRN8sZb68q3W5v+QuDR1TVbUuR9h422pe1m0IQfm1r8Vr31O2bJDFCaKwigQUjDSMmLtbyulSFFhiGiixLy6mJ1lYwQqldyGkosbm+YBoRAXptTlNHvrZqmSIgdqRbFRS82BkhZV7/5V5cdAlEUFROoLhoRjRjhSNhNe1KKvPzyc5b5YslHsEFoVYrom0k1l5zFQYSqtjWp9cmmNIAkahRqCdQMrEoN6gVtE58Uv8e46LY06wcsrZkOd+RixtpVgBDYTyNZK8swWhW3OuNpGmCMUDIhJX7x6eeclwvHw8Sz957ZOM6ZLz79FF0y8dkzLjHy5edfghbujkfuHx6s2jROrOvKH/39P+Kf/Vv/HPpwYj6fUVV++Ic/5N/9O/9f9PTAd3/vd/ju9z5it5v46OPvsK4rf+/v/gHvffCCIQ2Mu4nlMvHxdz/i6dOn/Pmf/4zTf/hjfuP3f4uPPv4+r16+4uHN2Z75tGdZVr78/CuCVhKV/W5ivze73HWZWasxa6ad0bqbrWp3jCoGvqGB5byiNZqFtDTgszHnbKIGTZ6Yb5PChpKgKRL9nlmfsrXLQOgtPZbgYS4yXuHqH0Ix1FmLCc3VjAzmXIIIQiVnc9iLw2jOaf4754IAzry71idqWQDeK+392C0RC9kARhMRNeHpZV6sktiERksL/4Wovz7Mo1ZgsGNjSqi34ghtcbf/1gCao/+i2sIqQsXmvbWK2oI/igm0r7VaNacWyGL09mTfNazmahMk9IVd1Vp3YjXBfnHHuxCszdZPlUq0NdRbIUtV0hB5/4P3DWR2jZvXb95wOB4MGHK9DsTW2BiD034DYICkqkJxxuUQe3CHB7HZKeZrXgm7gIyDtcXW6m2f23XkUtA1e+tCu0QfX6IGJPZ9UejBfTYQoAZxZlSlDIk4jQaA5QzugLTb72wdvAq4fWfo5yL+XEAsmRSjMD8CJ9q/JXQNjeLig1bdSyCF5eKCxp60R+9vH8fREtLkgK/DfuJZvIRAqetWZKDRitv+Rwcwu5HDopznuVcjm3BymoRcZoJM5Lpyuj/x8stXpgEThNvbW77z4fvcPrk1toJsLXK4llNv06sW6ImLPbZgqLLNewkDzUK4qgWAqm2Noo/PFnzVDgZqv/+O+/h+lCl1Azj6c/qmdcH3L0sqvv7rRy+VprHT/m3/tWTOxz32bCSYg0pjCVS8bfJbBP1/2Ucak5lrlGx6N2JNAzFaBXqZr5Mq08pp9972GjO5ECyAz7m4KUboDIbiGiyH2wNxGECzue6oFaaCmltOZwaKeGzyy4NEazOyeVx7H84vOexlSPG56QASIm4fb7MvTBFd8WsAQiCOA7fDwO524iAHhiFZm1+w9s4lrxBgDBGtxUCCulDybEWaYu1JpVqretEKhzvWvDLEwVukhJIhL4tVp0U53T9wfvtgO7NWlvXC2/t7SMrx5sjxeETXbMKzCkO0lorL+ULOlZgGxknJKLd3N+CtytXnkj27gVoWX2NdZ7ElGNVEpxtjpXqskGIghR0pRhOE9fZAsrGJliXDUJjE2u5DSqYnqRhIFiKH/Y5pGnmy3npc7hpaWAvbvCyEGBnHZC0MvWhqWid5UVIuHJ/csT/sSdOmrRbjsDGt7U2AfG0+9/XQq+MpRcZxtPHaWBk+1pODauqOUMG1niwh1K+tJeLnOp9nM7Cg7RMW4wwpsdvtON4cSeFADIMleDF6W5qvC9naetoRQ3CQXSg1P3qeQK/q0zVHcDaUtfYGhLVkF/8PHRhtBfXGyPzyq8/5n/1P/8f8D/77/81fPqf+Cg+TmHrnHjewu4Pe0ouRYMCMeAAs4u3NAfL9xdcyvuHzvhGn7r9/95fbc2/IzOPf93jml31mC9C1uVU56OCF4+u32ni8aunv5/yYOdqYJl0Lqe0xWoklItmDv9mZ++4iqNULlGmEvFBr5TA95eHympxnUoxmrhSNEbQsC0utFpsWZZKJks3QRL0o2fLsmCKDJE4P1UDnNaPONInJgIaiikbLN/G9oJbKZbGWTxvb3j1RKsXNZCqmP2nsPAPxY0xELeboOE5UNfb6elkZ40A8WlwdXVx/3E189NFHPHv+nOPxQEgJDZHL5QJh4HC89X0jWuwSIt1o5J2j71kbrt/Hlr2AXqTpP2ixW9wKaIToRkUbcIq8C1NCA446E61JerTx0JhJskVI25/tHK3t0PKnd8FTcWfAVqCLrpv0rnj9NavK5AAMf5EhENxb2AoXLhUgAXVigZD83ep5azMZM/1KqX5bFGPPf4vjLw4eeZbW2mw2dM7vntoiaomMU/1KtQphELgKsqUWVo2UEIhSCHV2xXUboERolIjNktq+plWupYGSWkjjaBtAMMeyju4Hobi4XVChtaoArtWxDbjmIgLKWoq3Jdk1tD55axdb0Vr8/KwFblkW7h/uKesCzjapIl4VjI9ET9e8OvvFHq21B0QsJG5tUDAO9vCbC08ksE8H7pe3JO8H1SF5omI2kYC3Lmy0z7aOiojrDQikZHTG4tpPl0yMic8++5w3b17x3otnfPTdD0Dg9r2n3L96bQFcyahW9jurLD95euuUvMB777/gd0T44R/+h/zhv/8fUKeRdc3EIZNPJ05ffMlwPPDl51/wi59/yvMXzxmnSM6F0+kMX3zF06fPOJ8vlApv3py4v7/w85/9AlXl8y9e8ru//ddYl+rVQJtoea2supJE2e1MOybEyJIz4zCi5RbqmVUr52VhXE0rgBLJcyANI4OaM4Ehwa3FI2zItAfFgrDWzSXNW6H7ohCaq0EbU5irgQ06ffSnqrF7oj+bIFiwvaym2RWE+XQhHXe2+fjCJBLte7RcAVuRKDZW23hAnKTilemKYvbFudNn20K3VpuTeDuIBXmFvFZKNEZf1EtL2TCzk18P8Ag8X/HN3X+yUTwl9ODFp6yDtga8BrGNOAUTm18Pt6TzA0O1MMkk2QqaFXRA6mhC+RpJ1ZH9BkT6d6uAJteTwJ9v2FodwZLzKIJe6We11tubmyO/+Zu/QVXlfLnw8PDAzz/5hMNuz2Hv62FwsEhsfY1BuFxWY7opttn1DbZtL02HbWsxakJ5VqTzwL4l7MVAzNpuHJB9A01+DgG8rU9YLrMFTOoJaPKA3d+uDtgHfA0KxgQbh8Ep1GUTl4xWlcc31KZLZkCBb/be9qHBKm72HCxwKd4ELdXYOSq1gyotmW77RHQtM/vu6+DF7m0PRqM4k2obe21/Mje83qSKiLCbRnIpiBZnmTn4MQRqMZDtzeuvyKud/+2TG4bdyH43MbieUQt2e4Diras9eGJLAGOItPC+pVVtWlxrXJWcTW8pDozjSLOj5eqzclkZZaCtEu9wVjZBfr0Czq7noydVjenWSWRXeUGP+0rZgL93jo0N/E5gho15a7erbkPedCy+9jF/5UcDYbOLVgu25sah6aLltnD5+uDrbLpiP9RKkeKCvmaIEVtb0BUgpFU535/cvn11XSRrm58vZy7zhcOwY3LB4r4miO9SXkdAlRitdbsJa7bXXjOOltPsTljGdLO+JAPRNTn7qBQuXoUPMbrGT3HwZPA2zIG4Nz2e/c6KcKVUHs5n6nwBxJIgcQDa7e1bQD/ERIhCCoGsSomRvGSIJpBNCBa/ZWP7jcnEp2OwFqr9bodEGFMiVBiHgUuZGy7i+7MBIDEmqlZjt4vFdEM0ps2yLC7ebAyiKdk6X1VZvDWgVsDH6BiTAdnFCkFaq1Xcm6Nlzs6yMIaNqIIWzueLMUWHgSpqBZ4YOM1n9unI4XggxcSyLFwuF758/RqtlZubI+LyCZdlYV0ix4MxgSr0fd/iAjv3ab8zjb+UiMEcbEOMPbbsY9dZPc2lCGksnuu9x+fBVSJ/PeatuFqcGWSgn4SysQi0tXvZ/bOuB+lgeAM4UzTL7ZQiVLx9UzZGpDoruycBdM0nwQxomu5oqfXqfI21dA10WIxoOqZVtrZai/S0f6dfgM3nUnn9+uV//MXlP6GjAUP4XtjcwK73lK8dShe7bn/HmWut46R//hXY0jeFq9+1/16n/I+z+O37Gzmhg9ke86lua9m29kt/9zXTa1vTtnO7bnlre11nYKsi0rzQpJ9DH9cKiUgVcwujOkuzZFrQ04w/xPNT7Voz1g6Z0sQw7IhDYl1WW8+xcbmWwribPI8o7spqYy5EK27GlDiLdQasy0otmV0cqB7n5Fp68KW1si4W29uwj0Rx1nmIRnhQu0+q2/1TxJi01nPOfr8jDSOXeaFSyHllfzCGdLvdMQbGQZj2B6bJOmEkRgqmM9ocVEUjlvBbDtz1efoIeBRZXA2JxyxloDOQGkNd2rizHxpGIdLlc7bBVVG9Zv48FpS21sNgAEu9yuXeCTSu3xMbWxKLw68aGd8Zo+376Ht5+3kbo7Zm+fW2VkKga61V7X9anC+KYd3Xbm20PMheayHVdg3xG5lWXz/+wuBRdypoegM9G7MkdlO6v1oMHCmV/loFF6rVuhhlV0F1NZqnBGsla1WNNun6RmWMm6plO4dgDjL4TVFpAQfg1XRxB2k7GpWyRUzSEV2wyklRr7g3VFpbFSGbBkcpziLJLMvM+XTP+XxCSzHRSg++qipRrE90mRfWdXERSwt8YwymgxOqDWAPMIXgYpvGmiprNavsaWCcWzXD+lcR23i1tF7aQurVn23RbQGR9bUnqEoui7XxJKv4Pdw/cLkEA7rmC0Maubm95bDbcTjsUBWWXIi3R0qufPTRd3h695RnT58yThPng/XlfvnpFzCMnF6+Is978jKbZSUwzzN/+qM/Q6vy5NkTRALTNBFCJDdqei58+cUrE1q7v/Bwf2a+/IJnt++xzAvvPX/BEAb+9O//EaCUEBmnEUKiVmFda0/UMwLrQjJiPK3tREWMWnu18YRmE3v9s87saXTssCG0bRPFNmBb27QHVdZ7vxrwgFU+Y2ibVkVEkWo2yiEGallZ5pMxhlKilhWtg4OmasCRVIijswYsOGrzrrqbC2oLlgFJFsj1n1+BBzZ4nPtUmjA8UGeCnqgZtAgaE0TbEH3KfE3w8Fd6OIBylY46CCAtGqAlzpYoR2df+HOKrfqo5DS0khwqI7UWalntWctAkEgkEXF7+JC6Pox/sw2Fdj4qnf5tBYwrQuvVGGstQmaJCsebI8M4WpUG+OzTz5kvK2UNPHlyR4pmKJDXTGjtruOwOXvh7BLoQXYXyHMAPnhb1+rMiDaOo19L8dav4Jt6d65Q7bdaRIxFFyvFbIjsTjvzDde3UQ2bu6Y0rS2cESouhLxpEMUQkGSAjnTk4arwJA520Zf6fj8NJKud9m5npK5PVPv7HV3rf6oqQbzlrTkV+vgREWdyWoJH9daxpo+nLdDypENtrq89eTVR1xACqsLrL1+yrmvXJ9jtdzx9+oxpNzFNI2Foun8GJIsLaVsgI9s1XAe6bDohJnHUwAm76Q00y6VwnlfGXXR74C0wbvG5BGvz7dHg9XQDA9FE+nvYTuUKmNiOoLby+t17tHr0sSktxvNxevXCa91CgLQhav6EfRkIm8bZr/JQZ8Tg813VCjtKJKZgQtFXe3LULf6wblt/rr1Y966bkK0vDfRc18Xd+bLdi7gV68CC3lKtFdn9E7dEuCdRG3O8BfDdrdH3QKGN86skzkRtrBrr5iqlRGMHGcZtbM6uzNoAqWDt+MAwDUzTDlVjTZ/PFzOpUGPAFR+3tSppSCQJrkdoBY0QBJXAfposhsvF2ZcwTSNZhLIuBAkGsnirZClWZDocDhx2e86nCzlbMa3kArE5vO5IQ+2tVJc1G0CFASOLAw4xGtMmJXNgk5hd38RZnbVaS1UcgEwWfzbeklhKYVlWlnUGVVIw+YIUI3UpJkobI7ksnNYTsSRKfSzobbFnZV4uFiLHO9PvVDUdJY8Bux5HDCSSAYDDYM9iNzlo5oBmMmAmOlDYQXZ/T9fOgg64twS7OGsOZXvd9Z9gTDsDp1pBbJO72PYuj1vken5sAEDbZ6sbj4iGXri2PcHmYm2um+rajzVYn7vSdV4a6wIsEW4FPnF3stZS3RgETfqg5TnvtmvJN6yjv+qjFWxafHSV034ted7+0V/pL3wnwX8HQPIP2MbG9Wf4c9wS6rb/aP/s6+95vN7bOLH99NGX9c8PRFIcWPNyBWS+U1zQ7dp7Efhq/5LWqvjud3RIyX5dVS2lrLWz1xpoI23M9sJhdb2dgTjaeiJipdkQjFmdvcMHtnFaPCcNsUkqGPiaXGIBv5KURmoxzdjqDGvB9LcK1R1um7lI+0Ofn0ig1uxGVPaZuVhOtT8cuLu7JcYBeODh4QEw1l9KqbtxhmB6cNPOivkaAhJcw5dg+rBVXIjedIfa/be6dttj2h9f4/EcpaFbzYhLIEZ3hPVn40PP/yk9bLV40Ytp12Nt2xIdON4GyvX4aeNC2vvl8fhoxdptpmyNaxajXO/h7cv9mq4G+jeCt7KBe/09PXYQ1IG54u9vZgf9Y80fyFhHfew7RvD1b/vG4y8MHv34Zz/n/efv8eL5s3YNzjopXbwOdQeyBla0m1+x5Ivq6GAg5RVzPrBgelu0bM5Z3iXbIwhKkAShUovrOeCbucTeuychEofRn1QEd4HRqu5m1ZBD/76rxKRTi9VEx6xq7KlHLQaUaaVW06bJ68p8uXB6eDCto0bvq7W799S6mDJ9aeLY1ZlHNuFzXo1WJwlwwAzIUrm9ueN0urDWhSpCGCJjOrAsF2o22qKnK1C0W8FuRwv3MA2EGJzdZZtqCeYgh9OHL+cZCXA6n/niyy+52Q3UCLdPn/D+By84P5x5++Yt0zRxOS+8994z6l1lGEYeHk68/OoVy/mCLhnZ7bi8ecV8PiExEseRYUjsdzs+/+xzdrsdMSXuntzx4sULR6aF/WHP5fTAw2l2+9wDVYX7hzOff/4VAE+ePOHp3VP+7O//yBKcYAuxii1ya84cDhMShaUshPmCxIkhtnYWa0eKXRQymJaBV3ZDiH2mt0Tk2nq4gRIGHRktVbhGfulBUfXnEqT4pmTjyfpYC7WYCHpM0drslou1izFCNU0cHGyyYM0mVMkGOBIrqgkRqwBIHH2t9HMMlZzVAyh8cfXraMl6XbuLFaoEWYic0JI8kQso0a/ZhlT9lij1X8Xx559/xofvPefDp8+2Bd5jmM428YU8RJ/jJSNSTVNDTENEwmC/jyNIQsNIXbO1kUrxSnd0HQavwnpFpm0XBkzSKwnGkLwKgov287qu4Lb3pWEg55miyiiB3W7P7e0tb16/5c2bt7xdM7fHI3EYTUNHMzVndEjsdiPn05lW/9xinL7T0LYLQR3X0e5QI95WZ4GXBUOtnanWagabHlCrtGTf1p+iFU32VUGtr54WS/uaZuC/ncmWODQQ6HrrMrAkBqVqQNcGgHvVMGyJbq8KNRqy33yt1eAz1/Jq1RbNGxusJzm9T/4KYGsgmLYg1/cKZzYhtd9HC47xIBKrOoNb1a9GD/fksFLQpXB6c8+yLIw3e8bdxOG45+b2hpSSt8viApmuKyVtJ9QtMWsn1g71eY+fL20IBG83z5RamdfMWgqTYIKRDrY5Ic+SOQIh0ttb29Np19n0wrbfXSUNnii0n4vav6vHBe+csq9L2r/fF1ALvHtAv4H4goFHudQObnqQQXcf+RUfFuSq67WErm2GKikZY6UHh6W2jgpqdZ2kFGmAc3PHfAQoOchqyZOPd/8j4A5ukWm/I40JWdu4dsBPvvm8H12Dthh9C2YNxIr2zFoQ39DTEEx8eEzGFNFqTq9aTUMJm6MtWQIrJg0pkXNhmiAmc7UcJmsXNpkxS6SWbOM3DSMxQVkWG7d+HwiBaTTny/k8I1pJQTjsdpwVTvdvSck0i2zds7kZU2IcrZ225NVFlG3dK7UiRA6HvRU4fV0bsedRHSRc8rrpQgW796pKHG0clGoMsjyvnQERxNp+SgguBWHubeuyGIMciNqc0EyHLUQDqylmlrLmC4e0ZxwGcs6mH5RdwyxaIpqczRaq2WofD3uGIZk+SzVWYhwSA0IYR6bdxDAMvfU3JNMSjckMOCSmbvAiMRBHu59y1eLfwIHWHg02hx+JcPsgs/HaEmBfc0MbW9tAbLlVjMaGunazamCk4WOZWqJ3UvreXJVSjeHZSAYNMO2VVZtcfR9oLUIiBjA1xyxVzK3SwVgJ1YtPPvPb/iHbetRiwl+nYwOUw6Z5dLVAf1Pyek0M2J7hL/+O3rbWk+9tF+uAx1WyDTgT9R3A6Z2vUrQXFGpfh7j6PPueEBJC3s6bLfHuhV9w8MJ/enWuWy67JfXXJ7Oxt6tt/g72275praetm5ewSbzElAiDdAfC4gzvEG03oxYbY/76BsrAdcuV7b9DTAxppA4VjckMit4+cL5cqGthSIkowbW+tK9jwUHgdk4GXhkTyfQQzfwjBGP7RZTjzR3DYGL5Q0rd1MGAC2M1WR6R2B8PRlSICRXLcc1R0fIHM4xo2oBhWzf85gqWn1hM4ux8daff1kbWn7u3UCIe713FP229qS6N8Oj5emG+ZXoeV23Y7xZPXQOVXTLAVP55xPCRK63IqzH+Lou3xUPaxlGfd1sI1P4NV/tvjG60sDGVTIfXnl0Igbrah7RCsW35fh/U8hLVx/Pr2pH5H3b8hcGj//O/+W8xzzP/9b/9X6Zb9GqhZIFkgqcihsc1BwkcHW6VRANevQ9VcRTfp2SMvmlsbjetVUHAAIhg7TlodWHh1e3kFanmjCXWnIn2nlQfGFEoCrWubDlbMFDIg84Q2yZejaGT1No2emJd/bsLa15Ylgvz5cI8z7bg6daTGFu7U8hoHa0fexpN6GoxbYKlgqppnQwxIERKsSTn1fmB59//Hm9y5v58Yr2spHzhcDN5cGKOOVWrVVh8wDY7YBG3+DWRA7QWxhi5LAtZAmkYGPcjl2WFvJKGibcvXyLJNApqWbn/5OfI7Z7T6YF5ntlNEzc3R148f8HLV685PZzIa2GcCj//5FP+5E/+lOJaOeNuouQD9XwiBNg9f86LFy84HPckR4hrLRwOe9578R4pGehRK7x580AaVw6HGw6HA29eP3A5rwzTxJtXb6nlNbtpYnd7RxSFasFJTEIcsEA2gSao7jLXdWG8ij9MIzGNSLRKnoTAMO4MGEj2b1W50hATW+iiueC1dLMFSFt1rPiYMmaRBT3ZWk2oHvDYOMqrAW3LbP3ixVltZc20lsi8zFtVJljgo1pck6i11hnVO68zaXzPq3iht24VrRbwBzHxORGiJ5doJZUH5vlEyfZdEs0uszHvihZPkvHEOXzrheav4vg//jv/L5ac+Zf+1n/Bf+LPuUrDZmjrpniVRXyNsfUpkKvZg8YksIuIVqI/00Fxir1pTbTxEmJ05tp2LtrTZgGC2abjJ3B1SLqu/htrrOTM4XAAmc2RK1hP/DRNvPf8PUopzG++4vXrNwBMkwf5BHLJDDp4O2XwW9BH6aPsP3j/f82KJhe6tP4FNJpeVNc7Efuctq6UYvT+Gm3lrmosyKzFbObxIdLucd0caK4ZUJX6iL2iwapQXuejCATNmzZd/ebKSBoGv07BHA3VWxyCgRFhAywikNt+RBsP7zwaqaCmqoOW/l6tttYi4gUFfM0ttGxEfW9rFOO3929ZGtXc70Nxh7nj8cjTZ08Zj6YtMu0mpt1u+5xHlW1ovc5VtJPsGoCkVW08ibibn73H8lyhYu5Dy2KCwasXMiSYzW0pm5At0tp0/fu9nbLHQX7TBKdxizXVvptnOKRgXKgeQF2xDmjheGPmuOaPQgvgW+vLN0yfnqj31sn2HeHXA9RuosEpucV3rZS8ohJJ0+DCpTTkDKDPrwZoajAGGSEQUX8WbvGOkpJp0vXDx76CM5msIhyCsVo1l95a0laobypubsfXEyZz4jR2l0pzYqxdK6yZpIQhEnVAQ0V1RYLN9+B6ZMMwMKTE+nDPHGevYCspDeSSCTFYa9uQTHDeHa6qz2MV0CCElAgJC6jT4ImWje8Yg12/WKJ8ejhxdzw6KNTaR+w65/nC+XRivSzGNNrv2e92vHr1muzr8uIuhzlXjrdH1rWY3s26Mi8zay62HqeRwyExjBP7wSvvquRl5f7tGx5OJ5Z5RkTMoGMfOJ8vzPOZeZ4JUdgPO08iK7lk8rwyHaeep0xpIuwCXz58xc3xhv1uZ20rHrvudjvujk+oJZNScpMAGMeRu7s7lnLZgOKYiONAHCIxTewmK+y1MYiz5EOMyGAFhuC29kQTBG8W548SQMVNCNRYTA5GSV946bmCrQebM5GWzaHoCpMGEWP9xmAFNH+vuAZMCGIC8TiINxi7AxHyYt0COV/pU/l6twlGW7t0qNVbf3xOSjD2xBVAZO1JkYCzQtkSQTvf0Fv0kHfm6q/Bcc2Y3pLba8ai/kM16t4Fl67xpLZ+29+/tnwjHfDffmKfWRFdyW524mIe/TNVILi0hMYrVqTq1TVsxV5VJcXpCuTZzrkxQLZr9r2+P7+NmdKBxp7QXzHVqpMLWvG45QLt3+EKMBBBg8Utw5RIVy29Wb0VVwJBC5ozSykMrpHbgPsUBwLRzVuqrVe7vcX4pRKHgbxmzudL7xfXFHtrtwZj1iSNHgJ7t0WtLv1ijKOm3VW0suRMqMYIBQOe1tVYjMMAIi7A3Ix1QmB3OIAXPpRIlbDFpyRKtdcFXzPaupFaoCGmLWd6jokkG+u1VMMB2nMx1mbuEggba2kDinrcdwUe9edKK07aHDBW/nZ+pmEMEmov3vRx/u7ntj3W9xa5+l1sSOLVuGrjMoQtl+xJSz9zfTzffJ3p7aahyTw4lqGKVOnrkf3K9m708Wdd567f5viLax5h2Ik54/hEKGqorogn4VZRi9oQ0+KtCxZgqLb6oIA0kVe7kWOavBMgeHJmPetkRZ2hhIhXPCIhQijYAhWFupjYlgI1W+BfS7XqUzJ76XVdmdeFw/7AEC1ZLz2A2OI4S7btHLM6yyMG0GgdLSWQ0mD6TGK98kEiSzbbaRH15NraDsyyXfqGBcKaM/OSERkpkk0gfNrDWLh/eyIX5fPPP+d0f2E+X5jnhSBCmlxvx9tWzOVImIYJFAq2iJWlEIdIGoT5ckGDMM8rmjO47WtZFpgX2A8sOaMpMkyJcT8AEw81sz/uqCXzyc8+4Qe/+QM++OBD5nnh7/17f8DL33zLX//rv8eSC5fZAuPxyVM+/PAFH7z/gnVdnJW1EFPk6ZNbPvv0M37zt36L733vu9w9vSPnlVdfveb973zItNuTc+bLz7/k/HDi9njkcl7443/wIz767vf48qtX5CXz6uVr8uXCcYLT6UQIpoN0POxIQVkuJ84PD5SLucqllAhpQIK1GiGQJus1bjuc1kx1C1/A2gBpC5MHDcH66i3qF3D3GOutd1cntTEnakmVDSOBaoFdLatrR9mQWucTy/nCWoqJq9ZKSlB1MdHTALVmFGVIIyLJnPRytiRXTDsmRtts8+XCbpqMReNgGVgQpwpTyUgDuyj+G1zc3LRvahGn+UcT4xRhGJNX2bBK5H+0JeSv9KjBAo0ezIogJAgZwWj7RZvJgPYCZAxiLEccaBxhWVdzn5C+lKNaiRIpurGJ3ASqa/zYor2dQ9tIwjtJbgsMlmVmnAZqjb7JGqV/v9/x5MkTPn/7ktcvX/P65SsOxwPvv/8+d+8/B1XevHlLCsLO20CL0/fNkrNC3jbb1qaU10xMVnkO0jZyumBoVGHVdQNForVjLeuKeAgYHdgvXmF+tDmXanOpGoA/juOmL1e3axfUHdoiHrkQRMw5Dvrm2QoRqpU0DrRRLNrwjsf0YlV1V65EEVtDi/VQOcXcq8SDEMXcLYmB6gmnuSiqi09ijCxVREtf41srnOKORmVFFS7nc7++t2/fcrnMxBSZhhGi8MHHHzMM1pZqknzVWWxiGz1CHJKJIQdY5kyrol23dRBMO6tKJODtcWLJVC2un5AzhcAwjowi5JzZ7ffG3HHHvPoOILysMA7iuhbaLrMH1RUP0D3IBDxZuhoDPp64Ao3EAaXG6k3DRG24UX18Du8eLVTzJksTeo9yBXEoV/nBr+yYLxdKqd76E6gVs26XQriYxfdW/dyAL3Hh3jY/pLag3l5ZawNHKrU4LC2mnxFisIKcs2HsNlTTJ6pWBa+qvv5XqN8kFPr1Q/19LeCM0VAv0/KxBEQDSEqEcTDBVgyUKMuKVggZVCyOCzGSktnCRyplXTg/PFBrYRjGDnwy2r5ba6ZogaDG6PagWZKY+HQwtlLd7QwYrcUYNENkHFJne+paGJIVUYrruWkp1monm7dWdJcwEA6Hg+mB1Epai+29pRBCYllXpugs5mLuwOtauMyzFxociABfWzfGgEkamA5eCoLWkUVN+Du6vpWIgVz5bC1x+TwzTEMvcl4uMzfphvv7B4iBp8+eGpu9lC3prcZUTJbh9fFiAuLC/ngwNzxV1rUQByv8VTGgLjnoMU6DucoNCQmjM6DEr6U+SuKrJ28NBI3RtYyw1k0rfqaetPR5UE27Uyz0tvbKtoY0bRa18dBFrT1hiikypMQwBHKtpGBt3ON+xzAZ6LbIzPncknw6mysmyzdCEDRnQjD9uGoBtWmgauyAfWN+Bn9GMUlnAFqhtnpxKWzF3GqiyL9Wh/q4bO3QHURp+xk9VvylH9F+PyZkzc7ioH9mS1yVDfxrbbjXwNV2bGPImLoA4Z3X+Hse59KoesFcH4Pi1UWf2/m297eEnSZlIrDJQIQr4OjxnrRJmTgDrbiWrhfcOtPFcQJr/TV2EWK5ZYomDo9Ym+VSLH9SmgzAQEiV0/lCGkdqtdhVggHl9j5j0qUhsmdidOfC8+mBL7/6ilwyx70xJufzeRv3YnO86SA2dpOqUkzU0vLoIFRv98qehz88nJjn2fTFfDxrrZwvs5vr0M/t5eefc/it3yGronm1mv4wdKHvKEIuGAuqjcfQ2NxWYIxUgt1cjGhRaGL018CRMVp/eeHIgFzFpEtiHzsdx5bQ57WNmWso9Js+7xvG4ztHG/u8+ztthcS67UNqzKPehuv5Zn+L56LFZRCMPWxgdAhCKbq1B4sQws5lGrS3UAYRc0bFusDaHJG2Zn3DNXzT8R9xFXOUTpXYJ0YixtGScjANnXG0B+56K0gbohmh2kYQDl61dXcUGbGxbBbJxpmHKhkRE4hel5UQpbOcELckj2ITU4HeQuLtCM7saZvoOA4MyT5fixKiV/O8WkEIJB1Y84wtZF7lLCZ6WWvlcj6zLmeW+czldGKeL5zOZuVqWkWpbybGWoqEZJW2GaUsUFZ3PYoCVTk9nBkLEJPTYyufffaZPdwY2R0GtFTevn4gjbYZt0DdBmKmtGBerToZNTEGuxvr6oyYXMjrgt3cAtPA8fl7XM4n/sY/9Td5uH/DJz/7KfP5gY+/9zGvX7/ieHPH7330IX/993+P737vu7x69Zb/8Id/zO/99d9FgmkM/bXf/R3+ib/5N/j0k08o60pK1qL2pz/6EQ+nM3f7HSi8efmaP61/zJMnN73ivKzFhBxL5Yc//CP+7E/+jLxmnj57xpMnt/zn/tY/x3/wd/4O027HOO0YBqFIQItwczxy3I3c3uyRklnPJ1jtOeUk3Iw75hnuTyuEe2vTSJHz+UKKowdV3o8bUmt+sApHC4g8FGpOWUVr7yU1/aBKzStBDBAKngiuecGFg6Cu5LyQ14Wyrp54KlpXhlGQFaQqa11Z55XoAN86n7segFYlhnoVyAfbjNTZdwJZZ9IQSQxQzpBngiSz4gwRCJScTcBXC8XP6+H+jdPSbZ7XklmXmYEjORfXlFFiCozjZNW8X9OjrQ3mpuVrcNsUqH2j7LCEGtDUtos6TIwCSUDUnkNrhmntIgRcA4fe9uRfjmIOMvjniWfGImxrF1sBol4n306zDyGa9oKuKLA/HpkOO548e0qsJz756c+5f3vPq6++4sndLSkmDvs989mS1hAtcVpQ1jV3Nhy0BDST10wZR2sVGQZrb0CIWijegoZg1G8PytbFquxpSJS1uCGBJfFbBdD/fiW43dvDBG/9Cz3gak4g1a0fDKjKmGqIduZLVds4ay1cY2/VxYmb9XATb81aCRXX1avUungx0Fg34sJgxkr0pApLrnMxByyC9haN6y81vNEClyVawaJ4W5hWJS+5n9eymqZfmnbs93tubg7c3N5SS+G0LMRpZJiGPnbFHUGQBij4uGpVbE1U3ZIYcRgviHQdvJwL92/PjxxThmnX2w1jCpzuTwDsdjtEIiVUf22leMLcwKFmVNHOsWmQPIrg2/lLDw46cNTf1+AjEW+TdDdAxeUnDFSyxIVecLF4Sr8eiLXvbGOlVYB+xYdcMR8NABaiF9dEhLxaG7OxR5t4sAnwt+plrRUXL7Bu5at1plaj7685W/tAEmMeRte2UVCsMl2KuRr2Yuw3nS9bi/b1sVUuG6MPi98iSAmIGBuPISAaXfMoNQ1m4jhQqzCqUHNBVLqmmlbleDiYxfmaWThT1tX2aB9js5r0vQTbA+OQ0FCoS0E9gU/jSBonymBGIDVESPg6YOzAIIFxsgJSKZmc/U+tJB8vrSSUc+bh/grMCpHLZWHNuY/H8/lCzoVhGkwwWiJoJGer+Iu4DoiMndVegxX6KGZcocGAz+CFCIAUkjmNtfaVbKBZxRgzw25EnEl2KWcyZt09rjtb5zEh7aarEqfJWFsVZ9DYuUsIDGlgt9sx7HYotmZM+z3jfvS2bOmtagCZakCmZppenAGB46Px8k1rQmtds7FrbT1N608cRDNnQGudiUFoGqct1hIx9t20a/NImXYTMQZrvfZxOo0TFE+McyWH1YCcYC53ZDrAVkohDQ4cVSXF5IC+cpln7u/vfa66xlUMfS8LGAhqLs8u0H11xIDbjnuLafx2ydlf1fGv/+v/F/5L/8X/NH/7b/8zHk/WvofaYbleKbkDBe8eHTyyf3xtBXkEEP2Stfvdo5bA4F/PhsP0/faaYfQuI+MajLTfmZzD14/GgLn6fm1JOlyzot79fHAwveCxSd32LJEef1RpMIxSUOa8dvZyUUWKMibXFlwLmowZ3fb9EAMPpxO7dW/XG4VlNjH8w37PNEyUvPL6q9fUvDIkazV9++ae1hpXxeZwbGSDdv4SqFWurgtKVmo9wTAQh8QumqHRsq4cbibm88zp4cQwJNd+ExfJzixzQceRyY0Ibm9ueP7iPWQavTvqaVshAAEAAElEQVRisA6JECEMlucTCFfA8wYoeizc93Lb17OWDixeP8fG8BujomqdRaaQ0EpVCTQaOCfWhur81W8YF4/H0KPB8a74tPSR+bXXP2KsXf296Rxdd6tsf7bvMuaasfH7T73g2YDVEIMD30JZrGgxzzO1Ks+ejTaeixeOAA3BiCSt5a9nPD5O618i8yiIkkL13kPrk1UKNZstaYz2UOp8Iex2dnLeokPXbLgasLidnASjtBGRIdJsM/X/T92//fqyZXl+0GdeIuJ3WWvttS/nZGZlVVZ1t2m627bcILkxwrYskAAJhIR4QPDEEzzxYMkPIGHxggQPoAYjgUCyxDuS/Q8YjF8ayWDLNqa6qrq6qyovlXmu+7LW+v0iYl4GD2PMGbH2OZmd6i6cx5HaefZe63eJmJcxx/iO7/gOqlHbVP9hWVa8px9o3qHlQFnwIbIppmMOypYh22HYpFIZfNBWujlvwZuzBWeodK1ZA+2c1LWqhbQsPHx4oJYmgJ1Y1tnQ2USMmw6HVEHcxMgt16eVefGkZTNQUwgsVcdvvqjAYRhGptMtgirAPz1eiX7UTJhzRAlcc+rBsVJ9S6dq47SbTpEK1XUHKcQBCYE6tDaPkXA4IFW7cPzwh7/Fz37yU6ZD5K/81b/C97//hjhEPnnzkp/85MdM40QMAx8+PHK9XPln/4v/LP/Pv/Pvcj7dcHt7z2/9cOD29o4XL14wTRNffvE58zrz4cMDn//s53xN5XB3Q8qJzz77jD/6gz/k5u6O+5cv+dHv/YiHD4/8gz/9MX/39/+Qx198xeAKS7nw/uHA2yqkde3ZBu8DNReWp4VhCCTnuDoPeaGuSw80Q1Q9Dy+VGCJxmvDjYFpHAwRl7agzHCAGqjjV/ff7zLBllMxhCqF1kVK6asmV4rUUrPn3LjgGIuuy6uFirI4AKlqXF63BpapjVZVDUSVR06o/XxJxGBWsEptfo+oqVmqiyAbbD8ykciGEA4EjEvQwcUEzHmJBdCoKYknRfal7oJIuCyFo+R9OKGVFsqeUBDi8F2p2SE349bsFHjksiyaD2hjZDHpFmvkBVBdMLINtNvrZ57QzoTfWslIMVyo1OCOeuU57xu8MvCEue7p3FWlSxl1HIbRWww4TArTuPDkTQ0TQThmlNAq+sgumw8jRefKbNzhBO7H97M85n2/44Q+/j0fb0JecFEgwbbgWeDfWVCkqTH/2BV+v1GWlxIAEz1oECWhJRfC9O0XwHvRMYgienHIHScTWeC3Zsseugw9Ydlgd7Kpr0imq1zR0dZwM3NNaNWYEb511KAaSeI8Tr5oCteAsC49otjjswbmW62hZ6mf6dl4D4N06KbUo+6CqBpagwJSXAIN27PS0lvMj2WXEq1ZZKZYNEg0+v3r/wTSPMgCffu9TXr1+yTiO2oLd6V4MUQMSPcwbZdoywM5mruh9em+dFttas/8XsysuuJ3grI65b2VowXE4HsA5UlKH0Ef93lIM7PAORLlLjX5ejTK/ga100EpXtVHE5Tmw00Q6FQTSwISlaodQL71kUR14K8l69ly/3tWBtR7AYG3cf7OXOth6P43JEuPGvsgd8MTmPFo5qe5Pb/PYxNcb4Oajt64omiwrWctIEdULCoRtHEtmtS+pOdNKLTbGx/N7dt347S4DjfZUfWhBk/S961CGZDQAJ1VtU++8U2kBcVSXEGs5rWWSicNhJKeirc6TiSpbWZRW0ioQHgcFWERAEp3hQAzIoHu5rkn9UBcQCiUlyiLUknBVOJ3PpJxJeVVdoZyha0UVO2er/m7V0vDz6RY3aDORItVsoiYUthjb9/lpc5GTiuRHP+PxKqKNI/qBUGFNmrjR1V5MXF3PaXDKOBItea32nBEtw3PB47LulyszByZqrazrar65ztf5fORwOFqiSBjHkdbIYZxGlmDgkPcK0EVHMIbR4ThZBUDo2qNaEijgCk2nNAB+Z1c7s4NNCiLGyLomA5Lp/llj5BB1nVnv2WfrzD6VLaCSzhZV7dHakxzOSuu8BedN0wfTbuldZqWVdLvePe/j72usBtVpUkZLrU3nyCuDrQFdbtOlilbOpyUl2L4zAD7/5u3S/qq1lbM83/MfM4Hgo4B65xa3q9mWXwWP9USC2865DvxLY7Eq67YY+LnBQHZmP/+w5zfR72VDyTU5t4ENW8CvzBZfleDQS1j3vuBuHBrrWctnbY0202zxrWuli1Yi6hv4KRUp2Wye7nFl+KB6REPElcIXX33B3YsX3L64JQyBh8cHptMRNwRcEUpWnd1SKo/lCX8Dx8OBT7/3uzy8/YL5+kjJlcPhxGBVHCkXFrOV0RoLiQhpzTpCdha0Zkt1VaH5YfRdHqUP8eRILpmPpayrTFZwlcpxiJxPJ843N7y4u+X+xQsefSRGBZCCJei96R1BY2TugSMbdzsLG3DkgFG8SnzUYgwlswwlg/OsqwJsnfWPJjokFFtjbL6o27GVP1ovW7mi0DoJ2gu39daTY798xW+AkDxbT3uwaH8fe6CpAZkdhGo6pmZXXfAMQcsesyWHY/D4w0TKhfn6xDge8d5ZKaQm5WqBLLnfYy6JWrVUvnwryPrN6x8p8vuPfv+PiDHy3/iv/AummeK2we1Bgv03FduU1vnHY566ghs9QrN6SI+VqbmNdSRdP8L1lqcNLdYqDPWqQ//sASHwrCxEgFo0a4u3jNhWAiHQFef15RvbqHVcUzReSOvM48MjOWXTKNHDqCTd1MNoWd+SSVWBryoeHxZtd+oDQ4hMUQuiUqkk0WVRa4ECLgRqzaxpYZqOpuegIJyWDFpwYYuuKfFXEXNm9NlaaVvrZOSDlmV4ry3E65rUqZ0ix+OJDw8PHKeBaZy4vTnzox/9iNdvXvEHv//7vH79hltr9yq1cvfijqfryps3n/D1V++YpsTXX79lXRMv72+tTtRzvV44HA6cpomHL76geDV2OGFdV9ZloaTM0/sL/9F/8B/z+OGR6/sHVCBTeHp3JU0zWFC6zMo+awKwZU5QBkbvWaQSKHhRmmPE42tFamaInnEciMOoYpvDiLOWsEqpacJtm5aN6+tMOp29tbtV0ccWgGoXN7cHSlFgolZr2YlArZS8qhhyWihpBawb36KZypKV7VNy0n1SEiEqw0qkcV8cuICUq2YHbe+4EsglaZnRXKEUxnFkiCO+RsQPff3PlydSWhWTH1T3y6HOfEF0PKjUvGjdrJXZab9k34GC79L17//xHxHDwH/7b/1Lll3QOWhoXvvZFgDbzOz8Dy1HbkGAKHjtzD4Eg5/3rYq9ltjK3slAM2JDjBokGTPNYcPXzoYWjDeAy263Fm1CAOx0h5yVfSljpqTC7c2ZUjLLsvDFl19R8sr93VmZdFgdvjm3MQSyCKNX27uWjAuOw2GAWggM1tpTRZXndQXvOJwd4zB2sKlI0dKzYVBwvjqIQrEsXIyeJW+1/7UJLrqNgVtbx5CmCdcdf3XCndMMbjZKrzMvQLq2gFLEVffQ4Iuq3kITR9Vc/i5zaP/rzonta545z9rGu7WjFbOxeLXNoYg6feKM8aCaLDmruGdFExw5F5Z50UTCEDmdz8QYeHF/x/F46OtSRDgcVLh2yYlUsjmuZnfaOm1rzZzlZ/5tA2xs3FLKW2bRnH0fAwXNgA/jSBUNXFNOHIaDnXXmRDdHsrb2wlvd/n7ftGXrnbHH/DaGrQSgSv2GvgnSBPrpC0J4Djrt9+Y/7HJtLu31z7Lgv+mrO6GmcQe9w1VKqYOcKlbbBEell3T6oG2UdSx0fNrrsjH7ijl+WlJjjqzTEdGAWgFfCQHB9HAIbB0fv3ntp+Ljoexry/Zb5XnA5bw3wNqYNWZPQ1SaZhGhUJBsgSuFsUTVqmygVgt0orGXRDr7rtSCKxWIBHGIV4p+KxV2oOCan6gJ8qrJvZJVg/J0OvL+7fut621tZS7S/23QKFIdJas9DC4qq8TKnKZx0uJQEWIYaV2PhiESoieOqkuZcmJ+mhXoOVRi8FqK2AAmYwCLaKlW8FrKV6uQS9I/uVAp+CmqJrmzMihxRJW1Z2KysuGsSTC0LG6cRs43R54eL1pKaIyBnLUFeL5qKWq2TrjF5jLGyDiNWhrqW5Df9jLPutECnZFGO3Ohr+0hRuIw9OSsw1n5fn1Wut327wYUGQNRtp87pz+vNVvJR6Z1AFXdorAldNo6LUVLKlsyo82x2/ZfW9tbqV8r01RAqGmKCA20bAFk2zCNt7eNCbvX6jPU745t2l37APUZaGRz9cuvzUq3sQvB4QxoLtK0EuMGqsgWmwA9kdY+qjNH7bV6TKgv1pJ/jXHUojV2r/91ym5Emiql246lXalQh6v2c1VrL/VVCQnVwOn0yo4n7IyhpzfhkiqkUhA0Js5Fmf2ty+D1uoCHaZy4Xq+EIXC+u+HN9z/l/fsPPDw8cphGiIHhMOFSIc2J5boQCFaiecB7IafCumjZ/DhNluBbFLiMTnU8ayXVvLt3O/OtYkPMJ4zO472xIH1gsGyq21XVDGPETSNTjNzf33O+ueF4PHCcjhonedUI9YOyj1QuwrT8bAK8a3Ox2+/VYnNpTFohGDPGO9MPc+qb5az3kprsSNdSdtAqPNp8uiYxYbv22RG2eTltPTXPp+8FZ5/R9rv5sFX27/9lwFH7DLf7vs1/q1KfJd106W2d8XDW+dH8spIyC6JnzzjigyaEW1YjupZ03naytESyPVlJSWNBK1/9da5/JPDosy+/5o//5Md9QHu7b7f3Dw1BzpoxFhtsqiBOHYacNTPdFpbDg4n+YjKbbWCd19pxlxIxDsSGelp2RRDLHosG8j52hLvDQTsHvHcOsgAE5zaRTQveetcsW3B6eAohDhrUS2Vdrip4TAKKMja6k6NgTq6CMrRWQAOHEAKDRCqOSlKx20bjDcpmyCmxrrNq3HhAqrU6VUe7B16IGeDtcjQVfX1+rUcHT0Wcxw1RHTg76J0oFfn6dOEH3/sRr9684Pvf+4T7Fy9IaeUXv/gF/8Q/8Ze5ub1hWRMpJQ7HI9N04Hd/73e5uXnBuiYFHHwg5cL64QFwvHz5kmkcOcbAL7zDHSeOtzcsy4wfJ+I4MU4HahU++9lnXN9/0DHOGfBIDZSiIEvNynjLosJsUgRfhYIjxxVfPS3ei84RPZqBLpnDcWQYVSA7RGUe9ZaUmJideXQtqG9bvYELUjUYBhU9k+p6aZsyEZw5u6q3JQZceZSdVE38Oq0zOa+UklE5lUK1vZJTIq0LtRTtpGdglLL7KlIDUhakLtSsugohDDj0T8tuuRBVbDubcc4ZCVkNcRHm6xMpr8oA8SNKu80gycBQNbp5XfTZmqZL3bTMdiHsd+L6+duv+cOf/Bj5W9CdGtfqpzdHAej2ATDR3+YHbhkQMfhBASMHtE4OG3AreM047j68OTdt/znnEAue9qXzzXS2w1u68/Q8AH7u4Cpol3IieFTz6NPXfPXVW0KMfPb55xyPR6Zx1CwzgFRqzqqvYe1PvVOgJ+BYk3ZZU80PBW5SSppx7s60gke1CgORMQ7qjNgBG6x2PgZl6GRrMODa+AvWBO25s+meZXUwoNvjqlKLK9v3t7FpoFhz2W00NzCuTbA5Rn08BSAglnVpZ4Am+oVavTp3uw9oTUBFClK9IVYBkUC1I6p1L0kpsywry7JSctHW3+cTp9OZGP2mpVZrt+G1NkdSM0JalmErzYKVboiw3zfR6Vby4bVOtooCV62rp5bzaAtcqjKcfFBBTR3L2p2napo6Gwizfacygu38eBb7+L6PGvAhuJ70aR3uGqXcMkl829WP557A2YKCb17SAaP23RqX6vd31s5v+ArWlU+sjDL43vSZ6Fyfu66DY2WB3vwH7YgDY4g6P860xYI3f0WQ1hKa/VnVbEjtfohZlr4fftk8fNu19y7a33qwJWYlZWc/g8dLtPWmourKQoHqVXdCjP4vgGRNAHbGrs1iMOCWTBd1dYZCO+eJziHZ9qm32fc21kH1i6QUMsk6Y+m6WBYFdlvn1KbNUrMyUvXfyn5vujybjoS1xo6Rkz9SamWwkq1ShaoyScRxQkSFrpfLjKzadW4cmnC1ik5nUTC9SmEYBw2wItScKFmF7VMt+OAUmMo6H6WoBlIgcOTIaTwTQ1DGaakGJCcTyFWbLiIEwexHVd1CaxjRgmaPAZRh6yDaxVh965SnbbZbsNGYjtDKiNrfXbdTPZFpPwviqd4SUA0IcA51cZ8DCHS7ruvXOekJ09wSyl4Bv8ZMeV5mVCmZDuTWqpusMTK9Vz+4lrZHNr+5ifL3DnEGbvZkonPgqiaXnp3f5qq3Nd735HcPPKLdq8MsqF79bG2hUQN6+u/6aWGgSV8GNk4ou9vJBsiAfZnXsXr2mbvrWTIO9phMu7u9VdpsVPPdG6Hhlz4yPQ3Tz0EV9NcQVHbPCI3K4kSTVbmVcEtzbNo92p4JWyJGinQQ3YXNlwYFF5d15XK5EKeRIUSu68K6Zo4VptOB/Pa93mmIDNEhUbsh5yWzLAnKlSEEQsT04nKXYZmGSZON5o+Js4ZOVe0Hss3NNrLuWTMK3XPVtLECPpjvLxr7jOOkHS1PZ16+fsX5dNSOsaheWweO2v7HgOHmFDq3MTj3cyp60ouNcRWtINFqIy3D01tXcEifK1Nrww/8szXTAEdnPoNv2nn14+/+Fj9179/3/+uhAOBo3XD3guw8W6VbVYq3+KEnuGPzR414YDFp3ZXJtcQQ3uLe0rr6OYZhMNvq+8M6HNH7LbY1KQgRTVZsiaBEzskaIvx6sNA/cs2JYB0SfKWaO+Rl+12t1Q4wLalp9Gt1UqV3X3BmdBRZbsBRC840g+lwqiw/qHCvc9KdeVfaQNsGMFvmbHJcuyHZDX7LQIh0MyNt0K3muUixQ1cdO/FWZyuVYZyI40iRwjw/UdIFTMtpGJvIpe9jpAL8QvIFb/TaBiAFEQU8cEhRRyMaqriuMzmtpLTY4dbGTAvVwm5MaY6oqEF2DoZh6BRs1XUKvUTJ+xE3hX5M5JR4TO/xDk6niTevX/Lq9UtEKn/wd/+Ap4dHnHfM88K8LF1v5/7+nmE48L3v/5A///NfcDod+d73P+Xd23c8fHhgnCbefO8TSsqcb264f/NaNQPGyNu3bzmOI/f3Lzjf3pKyCsFmE9ekFGJUFlSIMM/qAA5es6Y1q5YK3lNLYb5eiIcJYsBHZw6gKHgkKloagwpIi3Pg1QGqVTR6dL7rDujBH/Uw8cFCJE/FNKOsU5xqtMhOB0UU6KkFqVn/SMGJdU1LCykt5LSq0F3PYJiOgmAsCy1RqzXbAVSoZVa9Fqeii1IitThKiMTBAq2g7t+6Jg5HXfi1FLKgVO/gKcVRUmVdr5SSkBCI0US589rvWQOTyrrOVqfvDQCwA1Q2dPs7ddmmb6VQHcQx57idAc+yAGzVz3uzb+6hARiOJrZuxYPqYAJSCkMI/XPbZ+eyOZjeeetytH2HltLZOt15Omrfttp+ms5NB18UVClZRfbffPKa0+lIypmf/dlPef/uPS9fvuT+/oXWuddMSSvTOBrF39oLO9/ZJd2P2h2WvUsMzaaXrqNRvFcGoAWPrZzG4xjGEWeaImSg6eWYs9j0M/YlHmAdOO3Zm3VuvnbLPHXHHCs7MMkCFTete3fPnKK6A5UciILRzqnNRQwP0poDwuDAkgDitBX9nilElVZRTZVKSnqAz/OVy9OV6zyTs3b8ePXqU843Z8Zp6va7McF8CATvtdPlknoAVypdW8s71TiqtKyo69pdzoJYbxnBijCn1LPqYgHVNE36HEvuwq1tflsHKMBAcRCzj6r/YWMZItSsY9TuRV/cx7hvNpGNhdeBWHNCfd1tMvdsvzTHZws+7Lv6K3fu/i6QaBUv3t7YHLLvQse1wVqJu2DnvfOQdY0OljUN1gFURFnOzjmiUz2rNSckVIbBaiuD+S9B/1qDo/qm57Otzybmqs5Y84u0c2gVYz/uQbo2bxacm9oWDYzqwYXYD0SoTXD+WeCnvltr5BGilbAVm0djfjY77AyQr3XVMfJN90ptnJ7Lau2UqaAMdmWxq+AsgW3N0wBpuydzmtvYpmUFyazrSqmF4JWVpUGNV1HtaB01CVA900HLwVTofLOZItW0c7SLmAgE004Sp6VLter8zsuCLKq9JtOg7E1R8CjsbMs4DkjQzqiZQqFSneqthUHZO65mBfdzomQVnj5x4ng6IN6RZhNk9460JtZ5ZR5ma26gWnOhlA5oOO+0o904gSUPxnFUXywX/Bi7VlDrkhe8V2H+0BrbGODf1lSzlXae1FqtrNhiHytVCm3duK1EpFbZdbf95tWOycYgrrszob9GmsbeYP+mayY1BmDTj/EW/anPL8+CzSqbaHMIoZ9JzY6rTwDeV0RML+yje9+C0NZl91c83G/oauPocN227lyCPiTdRbEE1B506LH1bu+1ZEBjoXYtG0vMbed5sw9bsu1XM572N7S7L/t6XVNqy5p90vKxbxl72TFIZPMAVavu+Xw+8yvM/9+DR43PpCCznq1Six2NzvZNVMJAUIBagMvlyrqsynQGDeCdJ5eKLCtrLtyez0yHCY8K3UuuhOBJ84qsF5L3DIMwDBp3pjVp2blgpaMBX5Uh35qnbBqb2z50Qf383OfRHCxyH8vuqzoYxpGbu1umYeB8vuH2XiVLHKoplmETpDcb7tp32vjufYDtcrvvajE+NpfNJ2ZLQjhlIeoeL/0jtJJE5Xa0gtBpDBys/5V9fsMm9jPd/fRq4Kjj+aps6xX9zA6QNj+9n6stLJF+NmoX9N2zdvC5RR2uJzK2r3N2Dw7xTffJSoP9zv5Wje29+Yv6ttYVeSVXrZpq7GMh44MSV5z/lj3yLdc/OngkmuHEDg7sQavQEbFSqnZ/aovQhtk7oRanjocHStbBCxMpZ2IYrYOZa3UJapikMgwjWA34ZiS0fGiIqhHSnF/QWuN+z3qX3TntpW+yOb4613qwqoSGte2WpDWFRahpJq9Xap5NdLEgUlSECi21wqluTilCKQJhwGer3w2mESH0GmlFVRU8ogRyTlznmVIryzIzDQcVW6xCySujO3AI8FTUidLOV55SM1Stjx9ipGatp/eWqVzXRJbCiCOOowYrRSnyUir3r+746ovPcRTWZeZwGvnjP/pjDoeBw/HAH/3R32NZFu5fvWYcj9zeveTxaeb2xR3/2fsXvH5zx6ffe8mHD5XL+3f8+U9/ztfvP7CsKy9evub3/tpf5euvv+Ttl1+zrokffO8TfvC9T5kfL/y//86/x7u37zjf3nJ9+4HT+U5LskQ4TWeWp/fqdA8j2nQlkUW7Pa155ZpnJm/tbT26UapqEIVgNO2ckDXy+HRlGCemc2VZF7wrDNPEGIMhAuqAPjs8xApTBJBga1DBTUv8q3GQQq5FdV9qgqqaCjktrMtsOkOlZzAwh8LHSBAhHEZCdDy8f6CsCR/EqPfaqtiHwOg9KWc8qiNQq+vBAaJlddoRyqjdCaqxS3RNqlaMBrSF7IUQhHl+QluTmwB4zZR14UkWjtO57xcHSIwKYH4Hr0ZRfxa8sgWo0JzPRjNvARcKtFF7ZxxBrB6Yjm03lg0oE61UTGXEdRujNlIzwDFE3aMGDLYDZQOMnh+azm+aDz7o30t3vuybpzNjVvZZSonD4cBUHS9f3vPZZ5/z5Rdfslxnbm9vuL05Eq1VcSrq7Din7MucFXDwknBW+oKDcRx0TfpgB+vW2jiVRJkLJRW80IOwtl9y1jJRRAHrIgpE7sV+9cmlgzfsnJlnPp5ltl3ZtJP6fIagyQfnlZ6ds2XxM9qxKuK8BrrNnxARK5n2hFq644hlrp0fcF47aYpXVpGYqDZ9TQUFrc3u4xxffvk118vFgsCJ4/nMy1cvdf2UbC28J8bDpFlsVJzWez1/OpBmZ5MmWQqIgjwhmP4LmtwIYTCAxFtptNLVY1TRZRBtpR0Gs11adprsTBwH1QW7XmcOpzO1mLZW00gbnJUHW7BnNkY9ni0JsjlUO5q3ZbnaeNHYDezAW78LEry9DrFUlM2HOMuO0sGHj9w3QEilafe4Hpx+Z4I0u93G9Gr+aZHaQZoWRHWg1sLUsiZSSLizBQBxILEo4FsF5wrDUPCSCXVV4KgCxppRKnQgZ802X0ksUhlU0Y/MlskVY+lUEQ7DROuipdlPfRARj0vWwvnsuj4JVRmMOAdFdSFdzapxMQyaZJSKuNLxp5b9xWkyY7AW7srUMkp+rbsGIFvwr8Co72zfUIzBULUUPnivgtlVS8BbM5P1aaYUFRR1VFzUBgHakt6jXZBUgJSqrKbDOPJkwZ23ltrLvFJKZTqfyFkIUbr9U/ZfQlwroTWAqkDNRTnqki3olA6uVKm0br3rupDriiDaxS14wjgSYyCvlVK05K5U7eg1RG3Okg3g17MtdCazdkYK/TwUIAbfwaeb85nzzS1hGDSgGLVpyHWeuZnu9B6axqixkEKIprthQPZOH1LqpqFYpekwKfAEyjwLLeDxLXArtnbtHG3bvNkLcfpeZ4kKtJlEtSqCZ8CVsaxicHQGCvS18xywBkT94JzrTvdt6yKp9sTvzm4x+6cliBp0lg6KbOyj55QGm/Lv3CVouWKuEIOx8AXrEigabLsNfGlj1hKewDfs7R7A1+Db4i8LuPfsmz1o9PFn/Mr77kHgt/1On8xulTgOsK7fvNeWWHIt1t8BkWLxGXS5jmIi+5Y57mWuG5CgiWh9+66Dm9uVVntNRAZnDaFSMbZkpEhlMBHkKlVLaYF4HFWgWhxiHXNjiFSXyCmRRXj88AQkvHc8Pj6RcubxcqGxKmsRqqQO6DnZ9sc+1mm+aQdDxLrJsUtkoaWt55sb3vz2DxnigWGMyBBZQ+iyJc55wjTszvDnc/txEvfj6znjpwGS3jq3izF0E0gGigF2AVyhJSt80FLWYLITO1eOJkcjBv51H5RtswrO8AzTrA3O8IGmOLutE0Q7EZeqa3zz47fOeo093x6tNMbjx8jzR+PQfUS7WulnY1krm8n1+RMAr/iKIFTJ2qzJ2OkqAeQIAdNb/P9z2Vq7Kh7BqdhnQ+7EbihEovOUkje0EEXpe+1/1DrYECMuDIjXPsgqIrst5E6JLQUXPZKFWpOW5qCHoPfWQtPoBq1Moog8MxTOJlpEwJs6g82Z2M+LLZ7oKy5oJ5hatPNWrio83TQJ5uuVp8cP1JKZr1fNsvlowAVaWoUttqraNmqohbVkUsmkUhjwTHZwL+vM2/mJcDhBLpToeLomTqcbBU4Q/OjB2si7JsPrTJTzMKljIKXfR0P8q1S4zKxV3xuHSdunRnBSGKI6G+++fkstiZev7/jLf+m3AfgP/73/gFwKD49PfPnF19Qq/JXjiRg90xj48z//nMs8I3EiLSu/+NlXzEvmdL7hev2SLz77grQsnM8HfvynP+V4OrCumT/9k5/w9Wdf8vnnX3KYjoQ4cP/JJ0gRzoczp+PImh50XsRzOp4ouTCLsY9sveXieLhcccFzEw4MIbBcZ+5uD/jgmM4HxuPEMB2Ip7Nm2mxFuEbHbuuuZSCqGCVFwZZ24Gl7zBb0aUDVM6NSNYDtf4ToIIQR51aaNop3nug9QkYSgJDXxJrUeUxr1tpqX4FiGS7dTeuabN0mpHpK1KAhBy0RUYc8qWCkOUA1JTzRjJazTib6mMt1QaSyXJ4AZSw0thutNLTW7Zm9aiAVPhaZ/G5c+zKvFlR+/HvQQ1wNeWMZNYfIQD00IIixZZGMpdNOHrbPrrXNj9synaWSa8UN9kpbJy6YbRAFl/VMcX2fluacSYXSHOvGWDF7uKwQURH8qiWU3nvONyfu5hvSmrhcL1yvV6bp+5zOZwVgakFLFwvLsjDPsx5qrNTq8E4z3H4IVjaJZrrQ3VKNDbrvKtOEL5VBWZjGUXVGiomVOscQhy3b1MZ6Z59rG9ttFjrItcYj03XWY8F5vJh2AOCs7a1UiCEgXT8m7EoghBAKwWVSyoy0cmfb7ghenJUwBKPvtnJWMZBfmQKOwbLUqhcwMfBhfmKeZ2qpTIcDt3e3vLx/weF85nqdmecr0zTZPZWuF9NKivZOQBijjrPDHB4VrN074jGoltayJKWft2y6DyRzRIdxUAZrUpaVj0H1nMzBaG2uB+uY6P0Gf9LAOa+i4aVCkGiW66OAqIMj215QznAwTMj3YENL04XRqUaWXuaE++390uf/m87U8/JiLIu3vRcDg3+VQ/qf1CXtERwd+GvsusrmPLYsfxvZKkX1dOxMKblARDseOV3rzrKGzjlcjORkjrPVWPdyIEf/md6CghWpVKJgu0hAitkGGGKg+orfZVN9CATTuiPXLnb8bfFbdZ4qHvzAMKmoPrKoLxIcxExJiXVdyaXirgvTNDFME3GM+CHggqcSCEPg/nhinhdqcSYAOlDXzHXJSNMMsgRYzYlPXr3icJx4/+7C0/KWh6f3zPOFlBbSsvJn7/6YqY6cDzfcvbjj/uY1d3d3fPjwnuA94zBQi5ahjePIZZ7JpXCIA7VW1rSyrAk/RK7XVUXn40DKqj+3rCt+VaYnDsZpJFTfBZebTk8uao/WNVHJ5JK5XK9cL4+Iq0wHLek/HA8Mox0iYSU1sJFd99ds5W0G7gxROyA3wOh8c6P5WPNvh2lEghCilj7fvLhjnCYNxgyAzbUSTeg9xEEb2XS8Uwu3WokxVcvsvVfHOsZIrY3Br/ebSya6iBfft3Y7K6VKB4obK3ZL9uyBBt8BnsH8tLzrgCctueCcAVqmi+KgVqeJIBPo9a6xHR1SM7kW4t6nEQ36QvCsa6Nh7llOFfDkrPenXRIbM+n5PYPsdF2+W1cqlaVUhjhowrYnqZpVf37Tnb0l3ar0qxbTbLFAu1riSOPCYBUTKgbvnNOO0TvfR226jp//lsHaM2eb79BAAFBfCRoLw86yvi52n2fg1/5z9bP0NcV8pRhjb3Lw8XmkLI0tVu3grOg9lNb9DzsLvIOqejMKHqH6R9UzHFGfqziGYbR4RdmEBMfjwxMXtKNtXQtlWXFVk0GXh0ft8Hh5TykLMQZSysw58/C4EEfPNGrHx1rU19F9Z+Xz4rbJzPrcBO2GtqyJp8uFvFb8EBgPB44vXhCHgdPNmZevXnE8nYh+sGRV6KCws/iqadupDxM2QNi1krhvXZb7ScccCFygJ7BzLSqP0MBi57X7aEkK5ovvcYsbtQx6jIGKMg1zrgzDYTefymo1nYr9qtb7fn5TdK/HbyD0Bg7V7iO7ngzZkh+/Krm1gaIbwPaMndVAzl21g3feSnkLtWhS2OGIsXRQtORs5dCp31s126TYh5aV/zrXPzJ49A/+7Kf8L/93/yf+5//K/5hoWZpiX65MDAs+QzTEckPo4jgQRVhTsi4Hlq2pWiLEYP2hmxCZsyxAEbyrkDNiItWgrZQ7YwRwJSEuU0KkWCmUttTcUNaO/FmHJMmq8+Ic+FpV8M1el7J2Eiq5kKt24bg+XXh8eOT9+0cePjwgJTEdRmqF2Oj+dnY4hGVJeC/MvGcIBw0cWwpSBJUoNi/YA6VSro+A582nP8QTKEkDzUMwBHry3LpRnS9nlVMiGvh4qLkSh0EPZFQLIIbAKhVSRoaCRK1dHYeROBx5/eqe29sz79+95ec/+zk/++lPSSnxu3/5d/jF558xjiOffu9TXr58RVozP/nZ1/zod38EMfLJD75PzokvfvEZPnh+/Gc/5v7lC6Zp5Ie//Vs4B48Pj/z9P/5TfudHP+KLX3zG/+c/+P/y+PY9kgpTnPj0k09Y54VoS/Py4YmyJP7Jf+pvMMS/z2c//wLBc747Mx6OPHx44Pr4hB8GfIl8/7d/wO3pgJTEPD8Sp8DTfIXDyClEpWLWosGy37VbNQdhy5yVfoBRLEKxEjKgB/RtXBFth44I0TkLEjUzWNKq1Pq8qu5AzTQahDhBilLqg2vZi3YYiZY9lQRB12/wAe8i1+ulFXQSw0AtVTsnGOtgHAcWC7ZrKaajlAjGNmhtG8chMo0jzsHT9UJeVmNtmIZAaMBIoeS1B4q9Rfh3MI32hz/7Mf/Kv/6v8bf/h/8ysAU2Yg4k3RJhh8RW5tEyMF3MURq0YP9vhKM9g0lBKithNGG7FvQPIbCmpFliyzrHEDjEoWc7CFCagJ85OwjGaMoGOsNomimIILlo8UbdOgQ50e883dzxqggfPnzg8nQhrYk//uM/5dWrV/zgB59yOB6o2TTnoievhcvlicPhSM1C9QUJnlG2zPCaVs1y96yL6neAMpQCrnez8c6R0so6J11nVaxz4Tbm0vbNPqvU9C8wJ1yUMVmzkGs2h79aQK3v1c/Mlu0z5xzfgRZcYgwCQUActWyaG88cVbQ8TLwJ+zrAmSaenRMBpZM7D8ulMK8rKavQ4Nun98TxyP2rM/cv73lx/4LDNPH+3QPee47Hg2WCzGloJqU2hlvrSqSZqWzj5BxIaG2TXbfzqrOi+74UbdVeRVkIt7dnFc6tu3IOc5x1vLS0uhgY7oOKqYtAdQYPWXKkZVN3npE5R+Zk9/J6b8d07boyDYBt4/xxAKL7S/effrn93aFldtZ0o4GKzjRKpIH6u8xlC3W2/zQA6Td7pZIUcPwW79ibw9fHxRmbomvlqT8gTgMEV4UyQiFo2SRCaHWFzlFl7bpZCnp7vBEJi7QyRmPZoO8XSy5oCbUyqJ1z2iQkZTyFGFS7KAQFT9UzWinS9M4AgxU1z2Lr29FZ0SrEX/Uc1NvVjKfzhFJwiybqBANUs6ixLpXBOy3n8B6GgK+OwXmyc/hSydIcXwX9j6cTzjuWZSWvmpVvndXWlKhl5cyRF/f3JmQfma8z4AnDicvlSko6frkUHucZcY7buzvm65XHxwuLsZtAOB0PXN69U1/We8ZSyMvC41cX6mHk5euXPC5XSqkMQ2SalD3/+OEDzgtTDITjkct85avPP+f+9hbnJpyDVzf3nG9O5Jx5+9lbZaLHAmMghElZ5kWFfJdlgSEwTVpmJ1IJw9i1jk7nA6DSAympPEI4RCrKUPSNcWOldGGIULFyf+3s05JsuSojRVztXRRTEYY6qG6T96Y88QyKYTXmR2f82NW1uaqCMb1kumfCQ/fHnK0rULB8GNS2NdFsUDut963NRBp4q2u9vdf1pEe7GQVFfA/QEMcQPXEYSev1GVCy9wFqbU11oulD7l/nTVvFIc6rnud37OqsMAexn9MbMrSTrdYxavqXu8/o8ynSy3aKmLxGCNaxOisobSy9YizY0BoD9HOk6dA0RtkvA5HaQH9zPbG3re05Q9i0O5FnD9A0fvz+M9iVRbaEsclQbM/dEh3P73IrUVTtRtTL2FixXqhO26sv86ogkc8QHGEciNNEPEy4qGWl799/YH26qt9VBC+e0UfSXHh8uHJ5ulDlSpfAcI68FB4f4eZGuL2dOJ1O5JJ5eP9B4865qCaOV324UgvjOPDq/iX+5oZ5XZnnlXE8cnczcXN75nh3w+l4Ig6jJjJtL/oY9LzCGmKUtkIq+EhzbIvLVDzWaBjn2u8+xubM5xDfgS0RYS6B0WlHsJKzNT5Y1d6p6DDOqiYwjSYnz5nIbe0Iu5hv/3tF0czn0P1aa1GGkFd76ONW8h+s/L/uNz4baNkxBwNw9s0F9iLVz0r3+v188/52X9Bf15I5pVoTAevqWNF4riUtSs1G8jHA29Flhj4u//1V1z9W2VpKmTiM+jEeXBW8F52wGIDAYCLZZVfy0B56iIHWyr5IpnivB2tw2qXNHl2sXMMPQduXu0AcBmp2vXSoc8HNGuggavAevLa17Wh6ESRpxspPk3VJMyPW2ApsE19FawWbMZjnhel0y/H8xM3dgghcnh5YlpX7+yO4iLMsXikKqC05a100UKJ29RIDzPIuy+hjYIxHYjkwPz5xePGS+/t75uvCUlerUdTgxofANB4YLNvkPVYHXyiCipjF2FsC11I5HCZEzqRlpeQVl7w6hjEQ48BgxjX4wPl0RKh8/vnnRqNOnA43fPL97/Pi/jV/+Id/QnVqhL768mu+/vor0rpyOk68+uQVv/eX/hJ/9md/yo9+93d488kbYnAcDgdqKYzDyPFw5vHhimS4Pj7xdJm5Pl743vc+ZfQDl8cne92Rt1+/Zy1VA6k44MdRjXxwSIA1L5xvzsRpZCmJdb6Q0sp5iozTxOF0ZDxMCmrGyDBENSod6GxCbrYZHazLYq+zYNLS3IJY63QjCFY7XKsCTDmAFM0i1ppxUTOjKV0p5aogjLXedRYISSlUo+370Nq86ne6oBn8Bm7VquWb87zgXNaOcWidbynJXuNVm6dm6zSjpXNkvc1SqpUVQc7a+WddF8v4176HNPYzYcpWAtocu28NB3/zlxgwXfZZs51jo9fmGNCdCIWWP2ZtanyrDkzTw0JE9Tn8JgSKiGaaYCupaGCSaZoEA3DxKsws/QueX8EJqayaTcER+kFqQbO9J1fTUSKrlphoG+kXr15yPJ95enzkw7v3pGXl7dt33J5vuLk9Wkczc34dmh0qggtRQbZSyMUzWDlfskyFllAM2szHRxV1NmcPEeuJUMmLtv1MjRnorDy4Md+rAqfOghLYMoeGonUbXJ1Jk7oGWDicORQ+OByBwmBArLIto2zZIGdzK1iwMXoSHtaEF5RJauWbFYdPiWEYEHx3INVJUq21kiqP1yeuFw3C1pSZS+F3fvQDXry453A4qDMmwvF0xNEOZ53vnZpMX5vmViLSsoAgVbtwFoE4PGfkCgoopKS6Bt5b++8YGYepa3KpGKmCcj6qRlKtAkUZEEutHMehs58ac44GHPlWh+9gCFAFn20vYBomHpp4M9XG3IP9mva40n5u91b7XnRANb0+m6sdc0jPd29bsJpjp/BvK3sKIWgzAdlp5vzmsSPVnAh6t3uzsun+7GyT/RwxGnvdAuXW5UeKUFkp1RxxEWjZbUuw7SnwTQhezHkOITCg7JnoqoJLVc8OZfnpGSRYQIwFv4gyXPy2N+2GnwvZyvNncT5g+TlCDZag03UWXKCEQBSBVT+rVUW2Dm7enr8E3fNDo2hFwa9Q1ozk5sQ7fHRM00itlWVeuFwvzPPCclWGZZoTtSy8evWST958ynQ4kHPm8emq69HOuJxzZ2B0PRYaKBF3+i0mkm3AegOlvXMqkD8MjMPI4VB7m/qSNVPuvIKiCpgpeHccR06nE845Y7U/sq6LlRcXzucTl6e3W6QuILmQRAF2ElwdeAvEL8vCdJg4jjdcS9Yy39PIabjheD7irolShbxUchKO5wOH45HHeeZhyRzvbinDkRQnwqCdaiWoXcyN+SmajMrzSk6RcXxJDF5ZZWkDB0rRAFodENFg2SlA1Joj6AfSM+lNyLwB13vND03UOCoeH6xUrDRWtZYda6fC0JNeLdnV1ktbpw0421hNvh+zrVtcu9oR3O5T/SQF8HGOEDdGDGjZeWPbIEKM371S/5ZYCCE8+9kW9DqcaIl6Y642X7gx2YI3weDoaRqHDkfZC4uDrtlqrLXd+BVLcOxRoJbs2F97Dantc53p3Wz3ribkOctjXypnniGdfdTq2tv3iR1gglUrmrxH1wnqEHxPsPSl+vyOt/Vg46xaWrkz89paqpbIUtsTQDxOAuMUuLm546vrynVZIBcmPzBOwzZnIqRVwZRSYBzh8QEO44GSCu+/XMhnz939LW9eHHn39i3H26OSDqwcj6RzUGrh3VsFq4/HE6/fvOZwOOKD53g6Mk4TMQ492bWVytr4GYDYI4S8UpxqLrngCb6Bar8CGNmNXTVgprH/l7JaUwltQlSLki9C9HgnZEv+N0F018kAojIGBlQLsKxLn7Ra6dII0PaE+ccNJPNaBqevr/21spvnUuXjx+gxZCtl60w4DyJbwtN5bw1N7I1Vdpq6bb1uAJMCmls3OmTj0znTQxRpCUH7vd1fS5JrUtjb2389x+kfq2xNjbnV1dtEaZBjf3wLCCxLgTl77TBuMuUOXClIurI64TiqWNgmOiy2mXRiQ9NKMEPjLKumG1jvrHViAGBNiK8m0qo1jdWC6XVZOrDStRrAxA4N9NoL4UbP4XTD5fEDzgeOpzMODeyX6xM+DKTcUD4hpUIpGqpm04CQXDR7LNpJIxdhNQHc8XjADbopf/SX/xI+DHz+5dcqplbpZXksjmk6MInDDSMtWxviYJIUhekwKZ17EdY192y19wEXIz4O2rnOsorOw83NmWW5crqdONxFHh8f8JPw88//nE++/ym//Ts/4uXrV3g/cHt7A6USo6eWxOPDA2ldyWnm4eEDv/u7v8ebTz7hpz/5OfO88urVPc4FTucbpFTevn1HzqrdMQwjya/g4MO7B47jgegDx5sT0zByebrwdJlJpXJdV37n09/lfDry+We/4O/+h/8xh/MRvPD+w3tjCGVigLVk7aw26LMG0+jKy0I9TJSa8eLRzmhFywIsy4Vo9yWd+/2q3w6u1k2IJkIciomRJYQELtvnrpS6WttdZc51cT5BSxHMJnjvicNATANLWmk+FUV6WQGO3vlgy7xv+0KpwkUPwFqVuXI8UErRrng0I1esrnpVpP558ZYCWxaUZEqDMOzyhPAcaf8uXd1h2AEI2H8aMNHBpC0aemaouyFuQanYS/32tjb+20hIXz+Iic8GZVPus2g7DIjBMr90I6+U7d0R0oX8G5jpDIkxLAuDMKlVMzDjMCLHo2Ybjgfe//gDHz48gIPDNCqtF8D0K3IpqoPjtDNH12tzag+9lXRtXd8MBKh10++yBeKcAvsKWooqE+ItMDSdMOuYuend0J2OhqqJWOavAy1ORYLZ7H+HHCyKlaLMHO9MeBLba+2gNJ0QLEP8TH/OtL6KAXWtHbXQmh9U1qx7eE2JeVbh3fOtlhRP02gAjN5vr0U3QGMXhuIcPaGwz7Q3l/Z5eR/9YG9rZl1XalVAwMdIGIJqawXfnX6dI9NPKEKqhThEBq9AVKka1MZBu7C5HrDrSV5tHvbOsfNO9Y/aXnKNqt/+jVH06YLb+sTNzd6yW+0+XQXVMrENa60PZbf+qaJspI4IGgDaAwyzpx10+s2jRw043TMt9qamg3O7gFTPHXWGnbOypNYkxIIuzeorA6CxsLVMqPZ9CRWp3gKogoizwDrQyvqBHqA38WDf2OBbzL678d38OZ43JQGeKR071QIM6uwYu8EjEaR6nK/4osnDOiZ1vm3ttCDex2gtoj2E3XqoQiiqA1ZiZAymLRQ8gwdJhZwXsrWdxjVgQHDFcXd7y+msbaSraBfCaZqUYTjoXmldgnNxlgTQbmfTccRHtdUxBhScxTS8pP+9ARJCJQQdi1KKAifStJVsbrMCGNM00vT3cknUOZPy2veXWLDZ91yt1hCjUCjKPnWBTCa39JSDeVmI88J4nJjGA9PJWA1JQcEwKCim2iABEdXs8GFQ1oAP+lBsIq9taejzei3tseComq3cum2qpqeWLjsdX6clcRSzE72Tpe79WivkLbGnS2oDN8RshBOPJyCu4EILXwOOyFrqTpjYWG0oq1rYAPhg4vWHVhrYBLHNRSh+K/Nom6Gzl9ky9yGItkFv4K2xShsw1fbbd+36e3/4Y47HA//Cv/Sf70xnaMCR0DorCnaU99/tBMCrliS3ReHaGd7n1HWfqwfPxtho4EN7TS8ndE0Pq3Zm2TMGquxAHNlAneYPNYvR77EBTv3/GlCw+Wx193m657SMs5VWtnXRgIm+4dtXso3P/lTSm1UgFYsPc0pIRrs1Rk+qBWoDThXMCzEyHSamgzIHc0qkp5klVZb4QHSOwXukFNLqyHXEO891TrSGO7U6npbM9fLIfC28eXPL6Xi2pEExHSBtppBSZr4unTF2Op20Y/Y0GftQfYfW+Mp5RwiRGAJllxTpNgqNVVpS49sIwdv8fOM3tI6Hwga85LR2261rsG5TAdYURnripZ29Cp6Ufubq+pBn39eVUNs63ojofe209dPsWjVgscpzv23/ud0d2Tv+u2vzC7x58nZGt/VYRZNidgPdHxTVP/TbQ3Uw2Hm1tW19OykEKQSPESCc6R9la6b13K79qusfEzxCWQ9+V7fYgrR2qoBmip12CHOtNV7WbKmTFvhWpCRSDhxywoWogsM5W+C2Ca31QQXTL+L5ZNjXewv4QgVMM6QdSnld9f6M8o8ok6dnYEOgWjvnTvd3EScwHg5cnj4QQuR4PGnHDzMR2Uo3Wta6VK0nrl5bO1aAWHqrx6WouHK2RRxEhUwPpyPj6Qg43n31hY6Xi/gwqCB4Lj1waEJuzlmHILR0LY4RWfR+Ss4q0FkVbAjDwDBODNPIMA6EOHI4njgcR1yojCftCLCkC/ev77hcr/zwhz/g/sUtJa9kydzdnXh4d+X923cE57k5nXkomYcPH5ivVz755CU5H/j88y95fHziep159eqeNRW+/vwLPrx/YF2yUsvXTPCRYQqUNbPWleF47MDWmirzmslVSEWdvePNmfPlBj9ETjdHakm9u9wQAtNxxElhzYXLvHA4HjmFiHdBxaNpddBtc6nAdsMUggtb1IbrBqMvMzFxVydKDfQgrlDrSq0JFW9TgbK8ripYV9VUFamYohqGqirAbJ1cdpam30I1GqjYZgtB6/lFtEyylUF4r11j1FArcORDZBoHlhWcS9081Ebh7YetXeI2R922W6lbe07pb/rNB2i/9PoVPloDI9SJfP7CRolvAdLzSHc7oIDnmbIWKJrQiVRFJByqy9aGyjnVDaqIBg7t0Otnyg5iMCdpDxx0Wyi7bIdg2VLNGrWg1cfA4XAEhGkcuVwvvdPZYZr0oPcKLigrwD8rJ6u14lE2kwYCDbA0doTomvYiXd+mjWHLKHYBQqdrvWAla5ZIcNWAfQFldhlgY1kVBWorq8NYEa41N2kTRF+t3uGqN3FezcCLF6vtN8dCYyorN629K99+KdcKTirObSzAVDLrqgL766paJaUWhnHkxe2ddijqH7Qd+DqeHlztANgGebF7fXNY2jpspXn681pVP6v9ruSirNFhsOAv9CzkdiLRwQZcE+i2Lm32ua2LlI5mQwV4Xna2t3+uOeztRveoiL5XULuogFnfHs8AneYvSN9rfcNZx8kWqMrm59t+dLjOLjI4YzNHvcvOb/5yjUnqt8RUb4HMR4GFrQ0FgKU73aqroVnwFqQiKm5NKcq4qhWOru8fdX6tf6QlOKoFs+3cQ/qAdhuC28Q39bW+B3HPnqsFeF7XhWuIb60U77RSoYGN9jq8iit7vIGA+vVSheK32+kt4UMgDBEXlUXjw2YDRYo59urnROd1/TtHWWdqtx+q9xAtAAu+KsP9cECksKyFlDI+eKbDoFpKIpRce7Y7eQ2UfFAwCzdZB0st+azVmpa0si/ac6tG5rIuFnQqG70F2CE64qBjPQwBqQPDEEhpYVmvpJoYnApMe+8ppfJ0fepz0ECaIoXESqEyMhB9IFMNJNdk6XydVbMoBIZJn62Uwhg8YZwYp5FxHBU4qqqx5RwGKm/zXy1QaTHN5nM43OR7+awmpTYAtBk2HwwsNP8nr620op2VjUWx7QFEQ4xtDbbIadNNgo2hpLYiILWVWG5qJVUMPDInr1rZn1RlwYZ2f60Erurnlcbw3DFzBP1988di3Fh7GPDQg2haoEdn6nyXrs9+8RV/74/+jP/Sv/g3cSjbwrxis9u1s1Fhq8jodgQ7u805akmGNpbOuedjtxufrj1oCHpLCDQ/HOhrSmoluNhtvH4WCrjaZ/cYcfuybmfD7ud7f7753M9Lm/SeqgHiyjLZ3uz7+bWtSz33trChdbGVBrQ0+2aEh5wyUh3DoHHcUoqtOQWBg9NGBF4cr+7vef/F18zxkbVW5uvMWitDcFC03DB47fAoeAMyVJ4AYFkKKQnrUjgcA+eDltLnpALgOWVy0sY5VVQKZri55e7uBefz2RofOGO3Nga+RkYhDP2ccK3s1G3r3zuPKxY/dGyg+dnCFvJ87I23eLp2X7fLvdjhrz6sM1/amW0zKReaj94RT4tnXL8XZ5/RkhfNx8dtCZ9OEhDUn6Sa/23+aRVk9wzfdvXnM1/wm783v6B953Y8b2tTZOf7YjZMcGSKb7gHjDFSzUcUCVBXNKtacNaRzpucjSTVQdqaDvx6Orb/eILZUvnzL77gt37rdzbD3gOt3QA62SbQgVTLBuG6EUeaQ2JGKK3klJQRZIeF0qdtUOumRdPqY73D0sc6gJNRDbF2ua0OPGfVgCGoun2tpZeV1ComyCXWllqzFc6Co5qrJUc843iwDetY14XLJbJcn7RTHCosKN7YAKKdDNaSwWm5R66VxTpmEHQVX64Lbpo4Bs+f/MmfME0HZL2qnogEqs/KYkiJNY7kWpF1pbn4weqr4+kAosFCMm0OnNILQxwYYmQ6HonjiAuRcTpzc/uCpWRuXt5yPE6s65XH6REfHJ9++gmvX9/z4f0HUn7LOJ44ne5IeebP/uRP+cFv/RZvXr0krzNf/OLn5Jx4+9VXfPlF4fJ05enpAmhm7Xq58Pf+6O/z8u6emivzZWF5WojeE48T43CgrKvq+CQFOrxT8cPWSe+LL782YcknDrdnrW8/jJzPR9JyxUvleBgp68Ly9MCHxyfGcWCMkSFqNyHtFmICuXZYQRM588ToLKCRvpG9BZK6SaVrQBRX1DHKude/t6xgWlbyOvesxVaaoMUlbd15L9rZqqiAZs75edbaNHLMXSeGQcPmYoGaGQ/dH6UHASEEzQpaINocJEezQts9OQPMOiW4bWGMmro11wXHTvT2u3VVqfzsyy/44ZtP+7P1q/kdDs2kuG0c9GrPp5O+0eZ3B9vO82iZFCct4EI1sQwsEKS3OQZl3mQrCRFUTD2XbGyOTWxPHXTX7V/7xipi+m2bU+QwRoEzNlmtXU9lHEdAePX6JY+XC9frvK0Np+t/mEai6Nz7EBmC186PdmD51tfUoa2sUTpsyZvjpeg1fV1ZGGWHvnWZ6uvfbHcTUmwj3DwSv/sMpx3Rrk6Ygn63s8CwGqzRHMatxKR5DoAJpjbno6DrNvbSqucAomAO/q67hqClnctauF4XllkZq8M0cv/ynrvbW46H484pak5jxYfI/k4bgLQ/I585Rm4LzFzvzqFlRMoaRINY0Ra4w6Ai6r6lyKzzmJYQ6jivNTMNqnWTU6ZljWu1krfQNEXMluyO8Q6i9sttzns79tvibI5YrR0X789ogZPaMxWv1A6tz93F/r1sgub7ZH1bJ9VYY6D7+Fkg0wzhb/jyFrD3jlJtjr11ObHXtaFsLkw2I6XdrdwWiIuVP5aiZ00pSC5bZ1v1bpU5ZuwX8Q6XFVjy1iWmiOBK7fobKuxaIXhCEN3H3hPEb10U7XLONB5c7oGBN7slXoygoswiXSaCNKAptvLG5+dqbuXABkr54PFD1BIYC8i7PmVpXYMqLjgGr+e6dg8UPlweuz1p5bbeOw7HiRodySe80y6DaVXm93CYiFFLndakpYZehGQ+fgt0Y1Qxey0NV7bEsliL4x1Q0Ez2uiYuTxcDfxRY8W4gBE+uCoqoLR47QHK5PjEvV52vGBkn7Qh3vS48PD0w3p67X1pqIVPIZAqVAdUbGl0gBhWwFaf3Ea5X1RsdtbNczoVpODIdJg7HA+M08axjWwgq9B1bR2XzzW1MfNiSVT6oTlKRqiUbVS2eNkjbyh0bcKJBXlWdJsCblEMr3djvh2382zFt62Z/lrRDXaSDtFLRTnBmCxoYCM0uqq1q57JY0InNX7PT7Tzo3sEu1mnJt2Ci4s2u7+1hu+Uqpk+XtvKq79TVzudmdO1nOxe4X7XuzisD2KpJ02gOQM/NxtXal+ls47gFzK2M8COMGpUs2QX+v+TGG9DTHuPjx2rv//ZnpgMDgPkkdPBQQM/vlrhxpp/bgDK2dVqdAqFSbCwDNDqltKQVVg7lFJjXs7hY5wLTI8yipUtZ18yShTevXvLV6cw8PpDHmTIk8ly4fHgiOs8QA4chUGtiydpUI7tk5fJCVuyAlCqPjxeolRgc82LNeYqeSYdp5HRzJg6RF69fc/fyXmVinO+ANWhCWrXwVFsswQam2vy6Bvq2Nve7qqFtrjX+USZh2489dW0+XUsk6r9b8gsRY2trxzS1ywo0NZZ865rcq5We+Rt6Uqifav9yNnftFLF1Ue2Mkurwtflwta+wTS/om/5MX6cN6MLRNR53a/fZBtgZvyYf0pMnrr3WUUvGi5Ad+ApDCBymEQEu6UqREfIFkaSdj4t1VTU8pDVv0D1Uv7EHf9n1jwUeXS5X/hf/q/8N//u//b827SOz7m2X2IMj0mFaKcVaBhYgaI2sU8cgRodEZRzlnElJ672CUfmrrwYebarhWJCl39i3cB/7IYbe6lAVyMtGP7UFHFywA1IzGbUY5bYUchW9V1GGSjHRNO9V+HClsK66KddUSFmpcgWH+IgfHNHrxMypUqTyfpmZ4sgQBta1GJKoeiPFQRYV6X76+i1PFTieVAOqGPqfZgDyvPD49IQfD73VbKmJKMEEegPzPDMvC7UU4qSU4eF0z/nujtP5BM6RcubmfEZq4U//7AN/46+feP3qDSBcHi/8wd/9ff7Jv/nX+dmPf8rXb98Dgfv718Qw8f79e6ZpBYTT8ch8vVBKYb4+8Q/+3h8hfMKXX37F6XSCN44hDISbW0Q8jw9PvH37QIgj57Pn8Yuv4HBW50bUqaqlslrL2jenWzJCWhM//cmfM46RMChTYr4k3rw585d+73e5PH7g4f07pGRON2dOMVBzUlHwMDDGgWGI2l7cacez1ppUUe3SHY4G1HQByjhoG8ZUidHQdcAVzyKZMi+mdZWsbEzwcaDOT6RlwaHipNVEy3T5h35Ylb4/NPKKBgho8KFZs3YIBx/ITUyWpl9UkZpVxDgEYEBqUuV9r50NR3GmsVB7DFtKpmRD0duebf4Y0h1GZWG0mn4z+N/B62me+Vf/L/9H/s//8v+MIaiZa8day4RLy5q7xjZrDvIvDzq3AEHJnWEXZDvTqmmHgVh2xgenZVDBOnpVwQsUlaraZSJtTEWQXDvttAMKH93LPlimZ2ZtvRoAqAl//dknP/g+n4jw0z/7Ke/evef9+w8E5/ne97/H/YtbrtcL62oigSEgyaj27TRxTpkDtm9SUlvo7KDtQBeitgplQJrlVzDDKZsCoz7rOEkvmcNtWiIuWPAcJuZ1VSBHPL47E+4b49GcyO7g9yHx/aAvu9jVGVPJOQX1IKioflrxMhjjQLud5Ww6TuvK0+XKzYs7Pvn+p9ze3XGYRpa02AyG3fdvDubzLHzbS9u6ggauKECHODuTNFBM1iI456x09mFQfExEgQRfCbWNrT23OeSD045AraRRM6pVHcagjJCSGlXa2x7fpr7vCOfAC81MtEyfHu9WZkDZ+el+/+5n+2i7P9t3z6ZzA0ZBz+T2mhbINoDVG6jSA58OWH7ja/8Tv2JQcU2aU2ulD6WoFqMMH93kDrVra0X3jr6vFi23z0X9HwWQMqRKchrkuxAIo7dSoqB+hVG0O6uowa0iHSwQ61JUq2lvBQ0MmhB0e4/znmFwFEmm/6AdaaVWUq04pwk77aRj/hPY2gkwiJbaGbOs1triJnudUIJTQMZKxwrKzvGiPmSRqqLNPlibZAWY8pp5+/YdByt1f//2HZenRwJwOp2I40BekgXyhVwyIgqeBh9Z08rjwwURIQ4qn1BKUR9SRgOxMEBPb7jkhHODltV9FEDUUpT1M6j9cTh8GAjR4ROmUTgQB4f3Udm9Xhhj1CDJOUS01fIwOCAzDoMmDUsx/1eegehSRTutDZEwRpJUrmklJWVL5pTxfiWtiRcvjwyWeAuDAk2pFLKrDNNB9duGQV1753o5l7euYs43IW31nxpA0xIhwdg8jRG5ppXgFfB2zpvNbRpXto/tcxW7+eUlFPtzuosai9nDXW2MatlZIti0VKURnBqY1RhHpTE7Xbcz7efO1lkLRDHwozNrW5jTNPlsvv/TdLkqO19COQjVQbUS97BLergG1jW/apdJaICx31VGNLBN325jttcg+hbgSERMbHzH/LC/7xmcGu/L7jyyufvoHNAzd5svvf/aeC3t9qEBR+3NRUBK93N0ojc5k3Z5ox0ptqC+W9MwJcNaVsakkgLHm4nzdOR6vXC5LqQycbo5c3m68PDhgVQKp5sTMTrWXMnLyof3H7heF/NFlHOwzCtzzkxx2NacEQV8UJAYB9ME06jz9nTR7spT8ITRczhPxBA4nSZe3r3gcDwRnGO6e0EYRnIVjWnMzoQ4EIeosichkIoli0QQso2i+o/eR7XvLQO0m+fNZ1PfJ4agDbjMD84GfHWw0uZDl1MxAXyrKvKO1kBGJTUGQohKEgiBaP40phOqIZ6uzWKC8M+ZdMVKxfai2qi1le1nXQCdzSZ1oOrjy34fQlAtz2qspcbmbOy84KFos5lmZ6IEfTaxsbTE9+Ny5XR3SzWd1CTbmuvjVaqRdmTDNrI2yNB9o8dzbYSbX+P6xy5bA9TLd7HtRtTq2+arOthOjHZf0jNfsmh7NrxzSrUanLFlklGuQJxnlECjjolG+eC86Zk8d8DEAKzWIrIZ91JKbyM5TKNqNQFudFtm0Ci7tbYAxQQoa0bI3fmrDsR74nTk4AK3VTspLNerZqgL2kIWnfg1F57yYuCVUPGk6lhKJQwBQsR5R5xG/Dhol62UcZ98ilxnTCTJapcquAOUhfXdExxe4qcj42FknEYA5utMXhfmJSEu4IeIEAjTmbdff83br98xHiZOt2dub+9Iw0yRyi9+8Rk/+P6Z+/sz5/OJ169e88n3PuV6ufInf/9PeXh44tWr17x88Yq0aOeMh3fvOU9HHtLKT3/yU376k5/w+vUdn719y8tPXvLy5SuGYeD25pZPv/d9phj5O+XvcLy95eb2wtOHD4iPvPrRj1ifZpZcOR2OGhR4G79ZgRfntJr9MCrFuxQtexuCZ5mvrNeF5WmmLCvTEDgPExIi6Xol+ojHM/iBw3hQX9YMijfgsHWKcWMgGc1ynJQ638R4a2rvs0OrVBWpQ8djfnxA6fIVR0WKajBpgGMaFdYxwVnWDrAsQwY0Uxq8J+W6Y8Zs+LgTx7ok4jBal5JCdUKo4AbI1lXK+6BsrapU/JyNVWTPjjl7UpqAXDMcW0mUGiBD7q1euwHu34UA7VddzbH+h1/KhmgBsbTMg4GIiCOa3oKIYBtbnXYr//EoIFWkboDPTiZB6fr23yq4wWtsbWuOnaPjnAJ9AOJsXopG8z1TStMc8MBALUmZlD4Qmm5GFVxRBywYSP/mk0+4Xq9cLxeWy5XL5cIwRkquDOMEXtlL3nvVrRGV9m7aKCJQxMoSxLo70oZKqEnXsdKZIyGIAmu1shbrmoZrEhrWXSmrIHObDffcKRuCx+MJ1ca+j6vOcGnjW5RB4Vq7Yct6tZNJRIGvGiJPdWXy4AePFKd/aiGvECfVkauiXYyuy0IRePwwc1lmxsPE6zevePPJG3COZUkUaTTpzXloYvwEqHUXgLtGtVaWjrNn76KHqZBLItaipTsCvgouFw7jyOFwII6RLk6xW8fP/mXr0g2ey7xSpRJ9tLNYbcswTNuat/lttfXBRMLVyW7BYsCnrHZFUg8MWyDV9lsradrfWhPJra7pEDQYts3mznHZ2ZfexcSDq1tpAxj46noVJK6VV3wH4raUswY/zqnYddFQJUZNWF2uV01qmF7Rsiw477i/f0EIgXVdWZcrJen5obYna8MPYyC5ooHUsl7wYSC6STsDNi2KcWQtFQq9BKnkrBo5Nky9FE5ct/mtU1ubJwCc6v44p2zrdnaqrfTbnvOCp2WqjZUQIs7Z/jSdsVyEJJXT+USSjZHeZK9CtO453uGGgCsC3pgbpltTizCvKyVn5qcLb79+x/3tmccPD/zi55/x8OE9h2nge5+84fbmTMkrC5nD4cw0ThbkRkrNLNfE48MTpRYmY+NsGdqKC8U0ItT24RypZNvLOk5iZVC9+YpD50qK7YlM8J5Skuoa1WzgV8U74TgN3J4PzPPCw+MD84dHxmHkfD5xd3ODGyIsiYKWtkxuAlFtvYAGjakkZIW4jLgYSFIYDqPKGQyD+r/YWWZltdL+DcpMnw4cDweqb0y47Rz1xrj3TktqpKiPm1MmBNV9a10vm/RAC7KCaZT5EBhGvY+UkrHAMsOgjVu+XTvkW65+X9IQbUDtQvVsPns1xm8VXC0EKwl33jN4byK7rTS7NQ/Qo6aVrOmZtukw1VopXrrf2HX8PkqsSQPH/iGA2Hfh2kqYW3CM6oKiiZ95mWl1Ri3Z6LyuvWCAgWMH0tT60efrpwObJtZHf2AHDorslp7GdK0stb3u11kr/cxtIIdYdYCdWxH6Pq5FJUjap9YmuGwP4MWRRTXPemUN5mO4gBdNRAHm/6stO7gRHxTgSstKyosyvNmVKsdAzZmyriwXYQn673SduT4+UVLq0ipZNPbIS9JW9MESP1YuP8WRsiach/PNkWmayGvm668e8Wddw/cvX3F/f8fd7YnzzZnjQbuoiQhz9eSqiSxv/OkwaFLBOa9nVtVyxRgn80ddB+D6WnJOwXjTvfMf7QEta7RzUpqUxrf77cqi0qoM7Symc+nEUbxHrOwyBgW3XAh4H3Eu6kGEo8UzIlDKYvdZ2BLjLQ5waOlcZRyiNhcolVQSoxtNzqEx/QWCJvCbfWgNSrbOe2zryBZMkxRgDNSayVXBnqF6BtkaOfW1adunrefT6cgwRNZ1ZVFdEgP4jDgjQsmJTRB+809bstKbJpzIr8+K/AsCj+IGCDXDYAMkXhkU2ahRWEDWDpAQvFJvc9EOFcAYjtrtJujmflaHagFtQyKdbxTChvzrwtDXFGrKDEMkV83i+GDVjk2Twwx+Q7bbZyu92DNYp4ScPTk7qsy4ELi5uSWNI8vlop2rxonj8YwjkOojpWaSwFKFa6rMuXCZUw/cMXYTQDHWiBPH3d0dpxc3pHWF8w2yrgoXCzAUWIt1onNwvIM1wfpEXa7Mj4ElwPHujvFwZM3CaELRKWVShafHR62vd56cE08PSvGeBs/XX78lPzzw43/wYyiZT7/3huNp5G/89b/Gu/dfMQ0j9SREH7g+XchZgxwphWkc+PD4yHy9WonfwO3NDevTT/n+b/8NfvjD36HkzL/9b/0/OB9P/K3/wt/i3/07/y/ymoghKgBYKjc3Z21l6FDx75pZ02pOReT+9pa3b9/iSjVaPVYTLFzfP/D3f/8PGKfINKqArIr4Bh3jomyQddEuIMd6wL0ArjDGSQ9+THNiXSEOVKcZyii+wSmkshAqxDCS8sq6zOSUyJIUXFovStl3ui5rSaR5RkoxhpM6kqCZ4BgCVOusZJpZzkEYorLkBNNy2lD6jfzbsrrWztvZ4e0g5ULwW4cIqUJaizqpVr5Wpeq9m5HpGSH7hl4e0g52TDQ5FHBJQc7v8LXlxZq7YkGyAcWN+vrsPZbV2pwctVklQsibc1U9qt3BlpHqWTD3zc+tAlQF0pt4vx4EzgK3Nv7KBGmXcw5iAC+40g4NEKdi0NUoqM5bXb7zFGdhuRMkNK0gQGrvOuhQvZvrdSEE1dK4fzmBd6Q54RwMw7Djcdpzm20PPmp5h7PsfzsIqxCmgfW6UE2wNHhHEcd4GFhXBWKC6LnRxGj78yIbaIczkpKxKubUszQ2qhvg4tEMchE7UyLDGA2kyhq8i1DwVEw7qe9qrD187FnM67ywZgW74jDy7qv3ED0vX7/m7sUdN3e35FLIpVJyMqFhK+PwbS9Cp1lbFrAKYKwK+zZdC7LT2gBOB00irJerOkshcHt3oyKjTu/dW+fN9gwF1ZByYdu/zSYARuV21prbM0uh5IWcJoL3VhLZyhA8za+RlnHluWPv/Qb4tWXSgo5O6N5wh+c6OM/W1X5O9cVNFarSHLn+FdZUYHNfWrZZFNs2baDvRnlISRUfFSj2zuOqBfgpAQ7i5pM4135n7C0RhhiYwogTUUYxgquZNVfWlEjzwromTqcjx+OgHWcCKJ+jkNLCnCrzvOKcOe/eE8aRlBZKztZVVEVPgzE1a8lkgmaZvVOtQPEqyjxEQg1t6siSrfRNkLhfEzb53kEEVwMUh3gNOKrd5enFDYuxY0rTIBg8bggM46AghAlB16BIobp6jpIyyzwzX2aulyeqJNN+rFznK4/rExIPiFTGMbKOA48fHjgcjhxOJwTPdVbH28fIMHpk1cAxeLrgcoxOQXmnoEQQTOR6sFJw9WNLtu62aDMRvLNuprOtYfMBvfo8OSuzuhRds0Ll/sUd4xjwQairBRQykPOCn5UBNQwDMUSowrBq6UaxgLggKqKdBFeUjVhMBiCti5a7jgN+0IY34qxzn9OS2NFpmd8wDRRFFyl1Szxp6c4GEtSqfsTOhTB9pGLJDS35G4bBXluRnO3okx6A/aps1LPSItklF/pZ+xww9sZaa5IOgIrPB9OcxDSbLNDrLFT/HMTwDqrzhLDT+ullHtITTSGa7hUOFwTxQqk2rjYuUp8nRb5rVysDdGL7yxKXTSNLtTz12rM03Ec/qyLfSOr/UjYGmpRo5bG/anw2PEk2UGoHUHzjc9nOGxEhu4GDVxJAaWu+akVIAXy1tum7z2pgRghjT3S07yqj3+7B1oPrhIUGFmyJlXa1REHKygCKQyTXyFZGqbberY5p8oQ4Uks2+6zC1F4KeV6sBAltelMcuToqgSlMRB+YDoPZvpHj4UAKGe8eub09E4fA6XzmfHvmfHfD4TCRSgWLHZ06Q1alYHt4HIneU7HEnzimYUK8Z3DRGouIJTe39dFgGx0GoaVAi1gCSBzF0d9jo/9LVoK30mXzl502JMDmO4bRNGENi8iV7CrRmS136tNU5wlyYilPbPIU25yBNkyIMWqiwhL1+hwZL6F3oq71Oeu036kvVFEJnuZHCUXPsOBRGMa+1/yjJkMQCAYGGbZRG+C/aWG6caC09TQvOAfZg5RATosClatqHoWguoD7S6SlXz9KFP1Drr8Y8MicnO1Sh1CbhHjEqchZd0oN0fUxKAvHeRi1NKB6Z9lbrWFUJ9k+1TZoOyPUEdobOekLQJdUUAfb69+qq/0AashzE9JqtFfvnTKBsr6ulGro5hakqZK71Qw68CEQxoGYRkIplCfNqK2lMufKNWfmNSnN2Oal1KoCss73exDg8eGJ8Xjk1ZvXLMvKu7fv9TctTd92YQiqB5AcWve2asevGpmvF4ZJ1fnDYGMskFcFr4ZhMt2LSggD06h0x8cPDxxOR25vblnmlZ//7BdMx4FXr265XLQkYxpHRdulQM04Ku/fveNnP/kpL+5f8Pr+nrKsKto1HViXhfu7Wz795A3rsvL1F1/x7uv31FyYL5pR9VavO8TAcZp4+vDAuq54tExwWRZFTr0QwkgxsVpWdRBDrYyHwDhMOPGs14QrQvKR9/MDtzcndRJzZk0zbkhM48gqmZAmaqzUoK2itwyCHgIqOqYtboN3Rom0rGlamecn1mVWSiCJXAplueCDQ6xUIOeVdL1iIZjSuL3TtZUTwat+kRtNW2XVLGdJmWwlk/RV3Q42tx1IbtMecIbc11w0MK6uB/VFGvNln2He1rYurmD32cpEzNhZja8G2QlcwaNCpP9puWT//83BNUBRWVX+2WvVQd0YSM4JMmwU1Y9t7Hb0fPTzHjRboNzsVKG3O6a2UNvARbOf7TBsH+ScPK8jt5/3dq27AF8zv3TAzwF5KarbMTnGUjgsB9Zl5fHxgiBc5oWbG2UdZtFy38M0as5J+h32Szs3NRsLkoplOop2qAkqQg/q9GTZAoRai2litGz0vt31x2NoDJ7DAEshZPCutQluQp5i69orSNdp0lpiUk1Ecs1J97RTGnAVo5m3OnqvVPC1FAvoKvnpyjAO3H/6mvPplumgAVxKCec842GyLFTeBELb91spESKqGNaCNOc6+FJEqcTavcQzDJGnp4s6WMGrwzZExsOhv75bBTF7Re20Yy9Np0T3eVkSh2lgXfMWgKEU5mE05kspzTXuNqVSNx0QO8t3y7FfKuvQMo79se17NoBstzztM1qWcQOTNhhJAaTeZtttQR7edMIaS8A5A9G2QPGXh6H/yV1actX0HXU/NqBgTYlhiHpONLA4qCBpKklLekS1iajKbgnmXOeUWc1ZLHnVLoG1ktMKiyOXShgKYxGG8aCJuWAJBkyTyoIi7ZIVwKCcxv6ghm6zBFtzpZLtnKylKuncmAY9APfGHk+5Bx0toMw5ddp89RCmAR8jc0o0tKYaeBy8glRLzjw+PjEN6quEIRIPkzq9ubDmzLwu5FqIw8DpeGRNiZu7M3/1r/1neHx4T02Jw3igVrV/r968JoTAcp0pomXFbnVMZw2OqnWRjWNkKANSI+M02jrbQIqhlXRVYU0rYuKzKaceCAanHZLmZbZmBoU4Bq08iN58hMKarjxdL2QyIaqvNQ4RxxEflRnzdnnLmVG75lpJZGM7gvonpar2Uaay5kyuRRnIpr+4XBd8iGpPpkM/w1sXsiFGsCDRe+265wng1L4QrJmIMxAFC7CDa0jvTttHLZMPAz6qncwlIy6TU+F6ue4y/ZFhGFWCoSfB9kyUZzvr2TnhcUoqaLbHGOXBt3JlVP/IQHrXy9Aa67yVy+1BA+n2pDFWcPROTg3o907LeHo5GztfwKHNS0zK4zuMG/WYCrakg54vsht8Tbx1nUMz+ArG1M4wbjFWe+Y90Ofsv4AmOpwJazvp3Rs/Zh9t7FbTwZUW8ul9CJj21jdLyfrzGYCkTTQUcAE680icxoulWhVKb6nrezOQzRfUz++s9pbQap2/pfUXbx6T6tZBRQxgSUl9hRCDatvmaM/gOIaD2sDgu425LInDNDE/XZlLYU2JJaWeVM6mP1lBgXoRnBdO52NPmF+4KispYue+alvOy4q/zFznlet8JcbI7e0tLk56fpvN6zbHGbDkVYKh0iSoXZdv2Mftz+dD2HBiBZ/U/dW5F9d8X1uVIt0WaNztCfEEZYXisd64dnwowO/8iDaMsPjYqeaUNN9ZvM2rVi+xqxB4hkH3hDx9z1djnWrjmKJdyqrZBzSpjtOkSwNepSpbrcrmk+mQNDvWa0poXZZDCET8s72wlfY/r5LIqyaBSynEQe1ZypV5nhER0rLgXUUkIj4gJRlRoUkMNBvsf20b9RcS+f0b/+a/wX/9v/pf4+72ls1sNmOhAwIa67giOE1Xm+ipWoFntdPFtf22GRts0q3UpokLttIbs0j9u9th6oaI5KKvlyZOJjR19GZwtLW69O9RBsquTWWVbfGIUpf3tfyCowikKuQKSy7MOfc/a7Y6UDtRxBU1TlEV7H1QJzKbiOX5fDb2QjWh2kEXvLSUl5UJ7vWlqCCZOj9ynQ+Mx4Nl6aXrB3gxB2PV7hvn04HbmxOPHx6IwZOWFameGEaQyoe3j9SSmZcLVHjx4k7r4H3E+8DxGPE4Prx73zWlgg+UXJluD1r69voVUiuXxydKKgTvWZeVu9tbLs6T0or3nmmauujnmpIGDkYlxqGdhnJm8gFfBV/tsPeBgLaZHqJ2IAteWxAeQ2S0gLxItpp8QVzUsptSn8lybP5JG1PNijXzVErWTGStpDSzzBfSutg7KzXP5HXuQpjOKfPIGWItzoSupVKKZp5liPjgSGux7E7T3GqUw2wGzEph7CATBGeMDN/AxY7i70rTVHLctomAawLybb0HvLe27LaezSOmlTLQ9XwMvDCnK+fvNvPo//rv/Fv8N/+5f4G70xnY5rcLZroNJPLdhtADq23cAVSsXUtlf8kX7nAlcQ7xWyDrmnO668aWi86tJtM3x605rs/PXBPobGv1mVPXvqBF7ObkELoz1pzcbJmTaZrgTkhrZp6vPD08Mc+L7aOB4Wjtm2NEarb1sukbFd+Eu/WBK4KESo1CDcZCqOpWtA5QteTuGFQDQNrRubFB3W58dwkH9fZxoSooCog0TSWA2sdXFJ2xALwPkH6Tc9T2DDWrYL6zbpgGrK5rYsnZ7L9+7+nmzOlw5Hg8qOBs0R6ZqukR9eANQc8x07lp36stY+3ftdWZO2M72qHtHbnkDiyUlCEGBm+lJuPQNbA8zhwJc/Bp5Vu1y0y3uWmOTwtmvW/18Nax06ug/pJVW6XtidZ6lv3w0YIpc/JsnW9zpeXbGHO3BR+acZM+JJoiMgYGrcRD+nds32c/sFLK5pw6jWgtNN2cuwb6flcukarlWr450GLbvwUWmP+jwXIIgeTyrh27foYkY7ahoGtOibQspHXpmVBM7HJf/tECWAf4qKWfIq3Rp+65IURLRGRLJEhPZPT1ZQFKLWq3HKap4bwBSK0jrei8B4dkW5lmM6UFXY5G5+jOfM0Fb8Lvoejr4zgSp5G8LAquYuUxPlBC2cB4++5hiPhx4OBumZ+eqLVyOh8ZgkNK1oxrrSzrzOl02s5aUWaJOPAp9QVUTesohMBwUGAjW0OMnJXVFkIgmwByZ+AYcNbKFryL1onLsaTM03JhvAyM40hK6w6E8ETrMvz49KTZYjSAxClQjQjXdFXtlDByGCbiMBKGiBe1h9WCjFCKlqpjDLy2p21tTePIcBhVmLxXczj8EBiM4dACGte0SW1NtiBfKwH0/rX5TBOtVd1OMSbsNNncBQ8u4vCIrKSUjHkarC152Fibv3xXATxjq1ZLkjX70rLyvVuRxSHeq95J0yN0Nm8lW/jbTXTZfZPrdqqdwaVoDCA2PyFatyno+8Zp5NjLHtWF8N8tA/XR9WzMGzjUYqDmbzRgaBd0NiZQwW+V1N3GfTyTNjYW923am5vfoy8zG2RBckuGVKmE3ec+K1979hDbvLnWndGhijziKS5QXCtttHNr/wG70irXz1K3+XF81DBGmr3zOs91AwwF98zmq93RvTEMA9NhYpnVXkxuZJyGntz1wbEuK+/fvudwmKi1kJaFZdaktSYmNTFcCgaaarOAOHhOxyMlZ5ZlZZ5XfMCYqVp26YPqVz4+PjGNI7e3d4zT2G1jA456p102Yft9qsfC6v7M3kDBPn79eN98YtXcMZ+tdXgWY1QD7iNb0BJR2gU3bKCVwxjuCnK7EC0xt1VrtASG3sd2dvQ6MPsWXQJmYxCQghR7JlxvkiSVnfD0tsadq8bute9tlRt+67LX1+y21A2rbTGexurN1xZba82/aeO4AUiKS/hgHS3RBJOeIZrMbYk/8VX1EmXDNJo/GkJb6f/w6y8EPPq3/51/m3/xn//nDTyCzcssz4Ip1arQiQWnui/2Sx2khrI5eraAnQH3gPje+ayPeIXueLa/sxnxUoqJPmpdH+YUt4ClHUKbEdLbqrssOc4We9v8RbtKNKqaiPKqcmP5lErOxlqyPzYoZlzQjKNTx3IYx569dT4gLjBfFwVGxolCoINHCvlCMgqpc+B0TKkFysx6eWA+Top+2uKLgzp3QtFyvCEwDpFxtK5joAwacajWc2VdMu/ePpDywjiM3N3eMo4TKRdSqtSsYpM5FR4/PJmB1u5l9/f3HE8HTscjX3/xFb/481/w+OGB27tbDtPE+OoV70Pgerl2qne0QCbHaDoXKv7lo7J1gnecpgOkjAaLZuNFiM4zxWiifgWfK8dpIAAprYhkG0Ob5Gp1xs2z7QbEDn+3C0ulWgYpE4zRUXOhSlYqb9uI61WF3H0zfGiwWFWjwoegWdesjnrvtlAr62pdD2orUdsyXDjrpuXbPrFSS+wolkYtbQ6MBdvCli21Ho/OhW5MxfaNC16ZelUDOl3Tbjc2shnwnfH9znYOsev/9u//u/yX/3P/LHfnm52J6MfdDljgeW1+A2WNwrzpsuwdP9n+477pJrXArY21QzMqUjUIU2H1Ak5LcJodUhMm/RDp2bX2ZyfkuB3h2Nxu9ydmSxuQjvPE0bFek5EXI4fjkeMRfHA8PapQ7LKsXJ6eeHl6SYxWC22f2YF10TWjIyOIdSNxXrRTU4To4maJq+0h2TK+YAei/WkZSLG92XEwgZqzZZMNbAk24MFB9R2gaIFkY5yKBb7K+ggQhEDs0+skaumHQEkrIsoCSDmTVhXWdT4wHUZe3N8xjaqFpJonOoZhUOCo5EoYt9bsG5eG5lXt1sd2cKsosdvpLWgJTa2VIYzKbDXWiFTpgPdezLwFQUpp3i3CFqxbQOe9szmlg1etdHO/fgWxMhW689KcKhE6rUjcDnnvz+stDt2yr70UcY+G2r1tp7Vse6b/zH7gdc8gYkwj/2xPquPaxFhdX6u/6UtEbIx1TGrdWlcPg7JHmi6Wb2BDA1Ex1iMbw6Oie6GkTDWx7Cot66vfNQzGGhlGPf+DoyYDDWzPKsiqGXXvvJZb7xsGdJvTzqAWOAtUFZEutZhorh3CBmyKgTytA14vM/Wq01EdqgXn6JojcfC4GFUlpCpVf5gm4jQQrdR2GEbCoE0/XHJdPN3HQBwHXIXoHaXOrFcg67MFK/kNTkXhqxQtFTNR+C7c7ap2UTS2r4gy84IBGyDKILrOXOcFqfp6Z0FuD5Rs/lT/J3A4HLS5ShpY06pi3zkTYyStqnsUvCfEyGk6ErKwrolrKQwhaolz1e+ORC1DSAmyEMQzhED02hTEo2ytdlp7s9fBe9MpUb8mBs80joQx4qK1UY+RMAw6lnEgjMqubGXK3nkkNC2szTdqvpJrpaQGBHjnqF2XrOIVZSSaL16FXu7RwKMmHfCr99Qu2Gp30BM87X7UPlZj5LUy9HbX1XQJexlJlX6+QGtF3uZz02vqCeSeaLDyuG699vfedFQtAWoWawePfKeup6eZP/iDP+Wv/fXfo4pKQWxnl4E4souTEOusZv/qPcSfP99edkQb2G7+devI1svdTD+nMbWlRcrPs2g9LGuAjP568y/a+aZsFrWcrYV8qVbajDPQWDqOsC/N3p8fzhn40ePFtt4yH895A8jb+eTdbgz2CQ6vZ2+IER8ikAkepunAdBgNhF6RWlmXhXdfveXNJ6/J68q6LOQlaTVwVN/DlDBwKANnWRIhBsKszaeWRTuqhQGGwbOuK4fTiAisKVk86fj0fOb29panyxNrrtr7pPvAqinUElcNEBIdftMytDEQwJm3rdmm5+vCNZFt31fMHtDtzENMXmCn2dPsUfu98643dxDUZ1O9IZO+sfUrtif7mm2iDLZ+XJ8/35ddbyKE4Q4+dHZdKbXbx45UtPWrDuZ2jw62pjwN+5C2WvV7PZoYs8+stscasamt9w2W0Ocu1phArIstUntjpug3/0OEDnzr+1tMYfvO+2fNBn7V9RdWc7IBKzuH2fRankVRgkVPKnYliNIFLSBtjIrGa+uGtq27tnFl93mw+7uZ8bI5Ptqq1ZuB8GbwFIlWBgim2G5lZLvYEugHkTOaW3VqALsALrZgfLDsvDd1cxOj8n7LOBhThhjBB1x1DIcD43HULK93iA88zZllzjCdGE83LMtMdaYF0Ay0CYUSPZr+q5AWqBmuH3h4HxgOB+2aMgwcjkeUNuk43rzQcaSQ08In33vDF7/4jPPNmYNpAizLhThG8rIgrvLJJ/eIONKqQM/lsnJ5WhBxxGFkiCPNZhyPR968+YRhiMxPF372Zz/h5z/7ObUK5+OBw+0t1XlqKRwPBx4/PPDZZ5/x6SefMB2PDONIWq+UpEJfwTsOh1ER9uzIQVlAUvV3IsJpGhh9oKaMq5VxUKcxWzZQKAQrgndFwDUKYhvSzfAj5njJxiBqRiSllXHQGvgYPSWh3f9KJi9XvBRFjW2H15JYV21JOzjIq67Jpn0jpbDOC+u8moC86yCAAhotSGoHrqcJuudSiNvZrg7ijhrprfWydwGpntaau4k8l1pJZcEHzzgNpGXtemLP9hdbMFNLoVTwXljmrQb+u3ptWXjZDqdu7k1I2kFrQSoY2NAdiv2nVTqzRV8M/V2WwLU37Gvc+0tF57TkrDpwTgjGUtsEVm3udpS4Dgw4OitnO3baYdKQKntuwfBC3wVMBWUG0rINqADu8XRiOk7EFCk583R54rbcEGrojjJOM0LVOeaUOJnoahXVEHA7wEtLeUd8ULo0WceNogG0iu4CVRsIbB4Vygr1BgZZwKrrXMyhbaUGup8bO6azWIMzDVhvmTnt+CFeD/8YvHbDcRV/OOCL6m+EGq3bYd06LDnrmBUHXtzfUxFSqqRSCDEwDoNps0GpK8EN+vw7FpkXVCSf505GFSGvK+M4WvlfOwMtk+SEYTQ9lRaEZLHkgmX23G4JbhUa3U4QXO8qWEvtZUVYcDcMA87Dsqzd4WvOlfmHtLKjZ07O5qLznPO9neMubNnX7qj5PbIlxq51WsLddphlznS/NMfe400/ceffd4dIwcstgGuO0G/6asLJwbd9pCwH7z3DOGjQ6rbgO0RNnnSmgmvlbr4Dmzlpx7Wm1yJ2hu1BqemgjBSsI2fKmnWepiNDHI3hYdoLCBQr3TQnt1h3liKeEhrS01itDt/Y2LZXnUaVWr7Syk+9B6/OO415Nzh80flxBtJUATcMuq49eAkKpI1a0hanynScGMNAHIbuR1WnJeAxBGQY8Di8VB6vF5zznE9H1nWlpIV1XckIwcHxcDQ9LM1ge0vWOYKBGRWc6P4eR0oprGsCUV2JeV64Xi6s1jDk+z/4HsuqWmzNrpWSuV6uCgq+8Ixx4pAPZCtF131nYa0lEpz3TNMI4Qgoc7rUovseDaw9nvN4Zl4TtRbWtDJ4z+F4YFkTOMchBPqWBbyPTONAjKZpZesxBAVzBG0QMEwTfhhxcSSOI348UJ2zBIcCUC60BIidOU4z8eg2VoFaE1cOx1ZCpPooDYxQcWXPODb7bgGmhL7m99bll16O3SvkWXDW2NgtQdNYdtUAJV3fVmblHNQW9KLaeA0cApxUosTuH+gtmg8lbHazlUq389/O7FJK11BtP/8uXp9//jX/5r/xf+d/8j/9H1BkKyOHZv49UOyMaL6hzlQbD4/5vX0Ov+kD9TndJY7AmXyAfmb1rarExIer3UQTuYZedeKDhVe1IpK2wNrugQZmbF/bv3cvQfCMsSmb5h7tM8QAC7+BS8/Fz9XGqa12/ajzzpmNVJkNQ46IcQAnVOe0w2FeGIfA4XjAe0dOWeOKWlmXxNP7R17cnEizAkdSqnYSjgKxkqhUYx6pn+6Y55l3b6+0XJsAJDgePE9PT9y/fME8r+DRWG1duVxnbu5uOZ5OcL2ypEKpW/lUobF9DEirohpiNrnSz13ZxidYCZnbfOxW/cPOT9Y4O/TEVvNj1P65vva2ssrmpGty0HuPVNd1EsESnW2P0ioxHArHFD1zTHcNF7ovruugzaF1qBW6xI02KdqRDHq84PszOiwBbDamy+WgYOvH9m1f4ldFyDss4tl63a3rcYhUyYxDIK9FGzNVh0gmOmEYPIM/WvWAavK1PeC3cNeSJYVf9/oLA4+yS2SX2s7EV2vr+BEqCyiVU8S0FISarRWmcwxetV9yqhvijdLFnlkesQOsWia7f4XVz4qyO2rVhV5qIRTXoMTNAFZRB0dalrUFIu3jmkFREejkHVJnpA4spVKq6mJc5ytPlytPl5mn68xlXZnTyloqqdUHg4JT0WtnIRdxJXDz5pUKr66J4/nEeDqpc9PiUxHL+hhjpIhFCVWFdNtGEg8xQ7iFyxM8fEV6cHA4E1+81LKHoAZ5PAxM48Q4jHjgq8+/4NWrF7x6/RpEhRvXNfHw8ICEyvGkOgB/+Ad/j1qFl69e8fr1p5yOt3z5+Tumw5nrZWZdM0OMjMOBH//pZ/ylv/wj3n79M9b5kTFGUsr8gz/6Y352OPCDH/wWaV1J68r1esX7wLIsxOA4HSfGMTDPF9IygxcOR+sKlByXmnRui4MiDKKgxlqU0uqDxw/aaSbXlVzNSRYzHSKUlEnyFRgN0zlPdFqCUkXZYmNsmWF9ezaq4nxdkLJS0gwkHIWSFtu4mo3Q5VWtc2Cyja/sIBHXsxi1CjkttDpYdXwCYQzkdcZRVUvJ1nMNzx2QZGu2Idy+t0DW/eOwuD1nyjgjRTgeDnr4rkJZIafMdHOw4ABDzVVwuanxSC0Up9lCbaGJORTf7UvLo3Z6aK1DiGslgGpBWsZ/7zNoUMYmtI/bqPA8f51z29+/4SCavVK6q9qbtGb8QVuT7sGtHqDbrXRg2injxJeWzbTDyL5ABJxsna+q7+cq1Xt8VWLiOAzqgBV1rFNWAPf1q1csy8KHdx+Yl5nL5arfH048XS6MQ2Q4jIihbRlHNDCl1qwatyEwTCq6W7K2ZXYD4AWSkETBRsU31fnyQYP+lJNlp7XVs9jcVakKdpnpdl4z8XXdjYFUinV/a7oDFC1j7e2jbTBKymCZ/hAi8/sPLBdlXTVWWsqqE3I4Hbl9ccft3QvymkyIVnoiAdSWDNPEOI3kmog+mNYGNqe65xuTEkwLZYykZVWhWSekXFjmpXfcmuwzXafTAxZgFnblEB6laFfRbJ5rLAEF0gLGTPPeKOrJglh15NJa8D7TWoU7rJwbqK4FgPsl/y0bYPebjjw57Lxpa3RnK2zPFQIlBMJgDBdzaLbJ3t4ShgEpuX/zc0cLDSxEXbZ9e93f5KUZ0WhrdhPFDzEyThNpXXWdd50sBSpLSR04isNAZGRZEnVdqFkz1OOoQGVaVtbenTajLYaL+hCiZfRaorVpEEUfiQOIJFJOWn4smsxwXvdiLZUxOEoOYBT65uw3Au/+0rJ1ZUJFF2zfoevAO9XNAVwokLVkrSJgew0Dza1AjbUWQlWAMRpLq+vqeE+IXhtXjNFsOqY9lDj4QZNNVGavOlJQiENkOow8fFg1629sKGc6O3V1eGsEcDiOnM4Ty7pSc2UYBo6nidP5yDzPzNeZlDKTNQFwHsZx5DANIJmnxwdCdByPExDJOWtXxvnKmjKpFJZlJZdkrDPNEEc3UHyiOhWp7meVD4zeKzMoJRKJVBNu1n2W7FzOKRPioEnO3TkURP3oxnKjBTboPFQsYeZd1x6ttZUL2x//7Xvf4XBR91t0wwYmOLU5MUZj/muQj2iWPw6D+UcZh762GlO/aTi2Mttna83s//bzVgXQtO6sRXwyWx0Bp1pMtRQDwjZNL+IOEPJhu49cyKUwpysME0C/r5bk6QBLDwi3QKUlsFVTx/58R8GjdjU2SbVMQouN2P3bGeDT43fvGfjI5hoY/fz6mDVEt4k9YekUQEaEWC+6L10kVUjryrpqomM6mPaXgQ38Gq6oSOtQu4/J0LPSh17qrRpOO91CoMkW6Ffpz5tm4QZCBQMPRM/h5s95p+X/xfWEQYiRWpXhvCyJZdamGGdLds/XizIbAZcqUhPpOlPWjBTVmw1+4Hg+wfnEh8cPXJ3qrlLhzffuKLkSwyMp1X6W1gpPj5nbO4ePHlccy7IiAi9ev+Zwc2ZeMylns99aIuZDxIVI9NszVtFwVBPvyj7d5twYQ1gJ/W6v9v/flbV1f9CHDubFoCBmA6pbA8O6c7ibm9DAPKFQnWcxAodYojwEB75SXKY17uhLdfeP7lcYVtDAJMUr1OdS+Qhn9rAxOtv6tjI2S2btgcpaFaBpyfv91Zl2bZTU7bXqSXsW21PezlSNG5p8jlBqoqKdN2utDNNIrYXzzS3eVUpaWOaFVLI2kGpr3c7uUgqHafrWvfPx9RcGHnm3HUggeG85wJ4adSgnKyBptUDHdGyCthz1NKdfMwVaP92qHI0iWZoB2wM+zVl1WmpQlUXUKNEBrLPZVibU6mOVceSM0qsZZ+c9YQhI0q49LYhr17poWcGyLKR15XKZeXi48vj0xNPlwnVeOlW2iCGmePDCMN5s3UzEkw+WvTearA8qRCkR/uo//U/xR//x75OWhcPpiEyjsn7WhKSsq2tZdfd4r5HhOsPpDMcjzI964yVT5ivzoMJsr1695O3Xb3mf3hHjwDAMLEvi9ctXfPXl1zi0XlakcjidefnyFh8K85L47d/5HUIMBsgtfP32ay5z5qu373nz5nvEYUQq/Nbv/IgPHz7w/v0jDx+upKRtgb1T5+HD2/e4qkDEMmu5yHScSGuCwYOfCMa8KAJuPDK7yOW6cBxmbg4nPGd1nK8LpGIOohERfSBOE+cXL8hpIUTPfL2wzhmq4MVxPB4YXSD4oAfQpuBCW7HOCcGrdapS8RRyzczXD1rmUlZqSeS8UnIiVi2nq1Y+WWql5LWXLZaibYr18zWwctrB0rp5uC1wQjqtFwx5rtUQ5GolPJq19xawNip+FSGWmei8lg8FzzrCEI4QNGDMFCujEJZL4ngQZHcCOxdwoeAlU4q2oNQsqAK2pdBrk7/L17/6r/8f+B/9t/47/HN/45+25JUKAcN26Dvoh9F2eDTgZsswtSzZZhR2NuhXXJqBVLtVs2paxSEyOCsraZ/9sV8pbUY2R9+53b3unqHd+8Yacxu45xRwqk0XpWk/pEwqieNh4uWrlzxdZ4gD7uGBX/zia54uM/f3L3hx/wI3DEiulDWTKRyPR2paSCXhLEPY7hkDTZ1sguOlFrITfHS01us+eIIfLGBoymJuO3RtfV7nudNvQWXdJ6/jvzmeTaNL5xhQR8p5WptSEYGgNO91TUDSVrp61jNftHOViHDz4pa7uxfcvXjB6ebMfE3ahjq08jpl7rmakaQdOaLXjinPytRcy6CF/lygzzaMo95P1a5nKanQbhgGDqcT67qqcGKICnYNER8DToS0c07VuArOdOBapyH1xPVsdsFBzSZ0b+KgJRNCtIBoS+J8vK0bI6Uv+1Z/2ZbptgBp6awGjOM2q5r9oPO+69LmRddmCLWzNaWp0+4DFq3VUyu9WwugAN7O7TLA7qNOcL+By4VgEo7K7CEY/d+rpqL+F1LVNsjOOdygJXki6iwGPJMfKGQWSbiqnUhjiAw+WIa8cjwdGKKOby5F10aouDByOp85nU5IVUc4xsAQtIQjmX6PglURh7AsCqZmAqFUcKo3JUXHvzYv3uZbpDmgus9W1JcC1QRrWWGAWtt+0KR5s2SlCmvOvUveUAWJjmiBfq0KLLXXhxiZ8NpJpwMQ8Mknb7h+eORyvZLWBR8cp5sjAUdaZ969/UAumeCDfj7KXnYhEodAq1K4XmculxnQsl6Ro5UEDsrUHUdSzp0BVkqmFBXQD3Hg9vaW8TASop7LIaiPkVJlSRegsrLigdEpe3FdV9ZlZZ4XE0111uo+dNvuvdqDqcY+vlIq0zgx1OYtaPLVVS1riTGabtrIYRo5HCYV454i4rUKwGMs2KAlbtVbuXBvJKD7OHhHNla9EytSdU4LeJyzQNxrOaHZLU2QBNZl6d2YnCh4B+zKfF0vYesJrGcBvM59K//8lh3XQX1Q8Kav04+u/VleijZu8TX08mGHtvx2zlHEUw3EqqrpYMK29HI7BeVCF4ZvuqgtOKtUgoTn5fHf0Ut6omPzO51szIRWmozT9TI0L6UdEv/QzxcL6Gcwbc9aq4kPGyM1BghWBol0X2yz+x/76q5/tv3lozsxn69uVSP6nh3LastMdPHtPZu8/a7NYBdYr9v99G8VY8AY0DEMAxI9tWZcDcSqcVsuhbTMSLry/l1mvs6M49ArKpSBVPjhb/0WaVk4ThP5eOQxJdJ1QYaocgFAHBwhCvsmqOMYEaw01gSpYozcvrzndHODG2aO4Ya7u1tevXnNNIw8XJ7IpWiCwg/GYg40IXoaECJsIJxpDrVyvYqQfSu97hOvPlDdvQ/MtoTO7Ap+Y4HZAnh+hQOru0IcCA3wdo4VrDOxVYtQaZpD37i6JIfOnbOyWueafp8yxbZGHcaA6/si41Dh8HaegWpnrtUkVXZrsic5azUAbltP7iMb55xDounQplZO53FeQcB9PUrrADeOI94JJSVKKVp5Yzpk8/Vq0imaLHIWSyh0oAmTYVDtw3levzlW33L9hYFH/9u//a/x3/vv/3f5m//MP2NlfNL/CzybfEteWecJdQp9G/wqpLqvQ9y9r8VEJvTp0CxAFVEBvJbf9E3Y1lmrUKs/r1WzTKYV4bRyoYUf+v6Pv7M2oArVOCqFtCbWVcGj5TpzvVy5Xq/M15l1WViTCgGupZIQpfq6USfMQ5GCq8pmGvPau9lILXx4957gPXf3d6p5NAyM06jitkDwidU5kgi1WClcK+J1FRXSrubYN7pMQuYn1jEyHQ6cb0589uMfs7z7gB9Hjq/e8PrVK37y45/S9EZevn7J7d0Lighfv/3A3f2JnAvn20E7DVVhXhLXeeZ88xLqzMv7l9zcqGi6CLz96gOXxwceHh85HU64Ijy9f6CkxDSNpvU0kHNmXdRpCt4zRXi4PHRmhHingNk0cRgHcrmBIJymQDifuD7NPLx7Txg8HqUiHw8jp9uTOgFBzDG3wCqoAz2EoKV2IRLcDjjaZVr6sq3W/Swt1LKAFBxK7ccEsR1Q4kDI1dZM7TpEwxDVsRbppYftwFQ9pmbIHE1XpK3pXhsupnmCZne9aECor12NVhtxollGcU5LMmtBiuAmFfyM/sQ0DqrEX4X7F/fc/94r/vgP/4jjaQKyBeGGtFeh1tTFQkUKFYfIqK1+v+PXLs/xq1/TgCQzPIru88wmbOU0+0h6/zv9uXMqPleNYj14zQTkrN2MqHA8HLR1NKWDCvsg2NmhaYl2ZZPYa1pmoYEtXYumx9vSKuwQgt5n9Eg2wF4KDiGeJlyJLEWzuF98+SXv33/QltOlMI0D799/wJvuj4rhZwhOdUNy6eVC1crxxLoyrUnBo5YUKJIZBt9pyA7Vv1DmgJ4H67x0+6wZnkJatXujUuI3W61l57ZX9qPmsHKZDcxqbVvVhmdKLczzQk6Z0xAIQ2B+uijLADgcDry4U+HIZZlZ1xVxntP9yx50+JYF8tHaeesBX8WAALSkwzmHi77rRQgY6uNsTSRjRsLBxLibeGxet+Cn2S4V0PcE5xG3lXgpgOf6a3v2rIfb6OulkksL7p22dndbKaa0/2v4ALYPzKb0X7Sf7ah4Ihqw4iGhQrwbO2gTZtzvM72xoKD6PvbYZ6TR87HrPLkGzNE/q6eZhJ7p/01fYYh6RlhQpQLTOjeldcpBBeDF2HDtatT4VvCojKGBGgVXc5+PYVCx3nGaOEwTwzjhhwGxTLkfAt5AOxUm10ErVc8v7xVcqNY9q9RWbrAB7F1zqSqLJ4qOb28oAj2h1+1nkxhoWn3NAXYVEY+KOwfFIZNQRBl4reyhUKkpU4aoIJuxcIJ3YMKgWLBRq5CKlqvHoomqGCPrfOH6dGG+POn6EWFNC9Nhsv1RqZKgenzQdZMs6F+TZmKnw8RhOFJrYZmz6rTVuumzxUAcAimtXJ40EYZzWjoYA0+PF9u3Oq5THJVdJQJFN1ErkskF5jlxZSYSGfyBcZgIMZJSYlmu3B0Dp9ORWifT/9QgNeKQqs1ocsnUpLpKLmpp8nQYORwPHI9HDoeJwzjhG6hnmXDvg3Y7G7zhT6qhsbFrGqNZL2++SWM5iSi71CvVB4dm2Ut2gCVUqyX6qqM0Fk+IgNdCgGbDmz3an8tmHxSYpp/ZTSdScXvpVQn9/YZFdwbATtBfy9hKb27h2QFITn1FX4UarTNmgYLTfW1roZZKRkv5RaQDR1VkdzbpPbgd6P1dvnqZjGwAfnsW1bDzzRR/ZNN1rp0rOCtb3c9hY26BansFTFh5H361eUKQomFNk1tondf031t3qI+ZG9/2PGA+Q/siA5BaoqG6lpDZXc8C0ecBYsiO7Gv/lcjueyxxtvmLMIQBYuz+RAMiwxCZmHDFd4kVQFlgAsELY/AQItktDM5xGkb85FnWmbJqGX2IDcQLjONADoV11u9o2rrTNHI6nXj96Rtyyry4u+N8e8P55sx0OCBSNUkVohEdAiKhMxZFjPnX1gdqH4I3kBktU1XGODvpjbY2Phpgsz06Vsaera08MFjZl5b3CSr34oVvjz3MWdEp0yRM65isyfqwzaHbAWFlk3H45rrZxPWDd0hQH6qiHSedg+DsDAS8m0jpCShgLK0GhMWgMVxOhWH0eEt6imyvcb51o5MOljRwKa9Vha+tM2HxjlxgjFFJIqL3q/WLdtNetNq0Wudc2ZMStn3Z7JLI8s1x/ZbrLww8enx87B0mniGKbUR3aPDHe9F7o6qhWi5lVWHAvdML9Il2EnRB7BxcrPaymTbNvGoGu4rWr3dtgWbx7HCj3V53WqFR01pHjmYUtL1dtk4ciTUlbUkrQnWe7D2XlFhKJddi6HbARytFioMKVknT31DDuaxavuCClnwcxgMfHp5UOyRGmnBuZ0IErwhrVKE12kJz6KLJafc8FdYFefc1l6cHfpxmxvNBu7tlFZAUqRzPE6AaAOebWw6nM1Uyw3jm5vbI4+MHlpS5LqrPsy6Jw3QkxJHjTSAOI+tauDxeCR8ulFx5usws80oUTzDzEEPs5Ybz9T3UxDjqXKSUePe2cDyeaGUMIkJwlfnpifPtDUOcqOsjqWYYBtKquipx1IxaCJ7T4cDxfMBFzzKvpLxSpRKdBnTByk6CqflvWQOMNWAAnLE3nNHb69qG2bfFqy2+a1Xno24HR7HaeXXS26+MHWBrTkrbM3qAteybinnXvu69eMRXY68InorUhWKHUnWQqmWce4YmIGEAcRbYL0g8EMaBIZxVZG30vLx/yZtXr/nJ8BPNLtXmjBUcWgJRyyYz7XBa2+08wzD+uibiO3W5b/yt7R/bZzvtAtd+rT1q7XVhe3sDL+wjWi2+AjCZGCJzyiqwbmUAIZq4n31uB472hqiVRbk9EbiBI2zdu5qjbSJ+rukbVTGAAAiBEKVLugWvXX3evXunJS9mw5ZlYRxHTifNdq9r5nq9kkvmcrlQ6qgU9XEgpUyUzbRX9PtUN8g6Eol0k9QAMm1T3Q5gUdF1x7M11rI0DYCFFoy2Q1UDtA74y/a+2kQMpeKrI46TiVIG7Xq4CN4VQvBUiawCZdWSsTUlnPecbm6I4xFnDQd8CAQfG7bbs0qapd9nyFqgLwZyaKD77MxxOha1VK7LzLKs8P+j7l9ibVu2dD3oaxHRH2OMuV57n0eefNzEMrrI1IwRNZCgQMFFhCwKuIyQLMCyKSCBkKEEksVDAi4FKiAqNogSRUBCLlwJGRewZQtx8+bNvJnn7LNfa6055xij9x4RjUJrEb3PtffJu7nKw9mnn1y515pzPHqPR4vW/va3v3lGtWXpo3fAamUUNr0WlIg7L33y/asbyEw4/Dl8r2p9KSLpbLHo2cRSPjkEj+jRy6/ChCct+2JU8Q4f0Vw1ffHml0fUp9ceNLRgz+bv6EtopXf2Etp5aBnwKIJEXBehmhv6/0P9/m/rSgRz3HTfKEHEOsr6Pi2utxiC68KIgbylWAa5Bi/jEQP6YrGGFq0MspU7WWk0vUwICdbAI1c2VtMXnC5WUlqKv94+N6VEoZJ9bYQQqIfhayzvkivSmBOD/+6TYCCE3XkHdp/rADqK644JSihALQSNpCBW3OYAqDors9H0G1ix+/+h+3lalZozy/OVJK3zqpVkPH58Qkt2wH7gfDlTttJLOKVa5luidbEtxQLbnLOzdIxBVLa8a7r0fW/21DR2rMQ8hMA4WsckE9W2sznGyPlyIXngc7/fWb3jGgRSNHtjsXTLNptfUGvhXlfS9UqKyVpmRy+PzZVcs9sMs/1t7GOIBEz3LQ7GNB+GkTSYb2nlrJGQEpKsW2QIwRJEXipx3LettH33N5upMxBPS4VUDGhU6T6z31CPB1pwFKIHiOp7AWgtTS1Q3YNzOdiWrlGoOziBg0+lKEj+Lpiwv2wvkfUP/w7ucAQYwnHNuTSASvfLLV4AVTEwqbYOeg7k1yO48vt26Yv5MsAUmhhyrcrmGrJR2q73qpF+LB7suAfjpuWTmceRxv5RCZ1BizYbtCfGQjANT2h2Bbrv/huAI3W/u10vp0D6I7b7NBLRDmZVn8d9LD6ZR21Jw8O9fiIO3XyUrVbESzbxgD1o8LN/ZIy256NYB8qybgagr1ZGHFUZQuA0TcbE1kreFra6J46qkwfsnFS3RYHT6cTpfGKaJk4PZ149XLjd75wfLkzzRFW43RbT4xsmQHpjkO4nIF2DsgNHzS5Hs6HfAYh03ztsOxkDrKQ7iDEfq25dPuQ7AJMPorh/E1BiHH281e1dmzPZX8vBD2trxOOto1/T1k7VQt7cT43JxrNWaKVmQUjmcXSWLVRqk8I/7hMqVF/PbSOIxxZl3xvtWnunT3Gd4oSERrKBorWXi+8lttbVrcXwzceuWugtRSqgtYU3HkNYmbT4z8xvtvgkxh8Gbv+tgUcADaHe/82uW3QEZpr7KXuhUF8AXifdatiBF/WBbRIM+e4Rg2VEpR0rDckE9U4Vggd17shYMuKQWetAhd1krXs3pLYYWkYjxJEhFiKhi1kiwrJtrKWwbJnsyCyqqB/yQxoMOa5KxdsOB1Ouzy5iZd1BEhID99u939uyLJ2qW1y81vSTLCtn7KMCYYQhQRzgfnfRcqegipDXlafHj7z72c+4TCPrmilb4ePTE+8+f8c8n1nXTAyJNCTOr15T68aWM9NpplKom93D9Xbj1YNl8C6XB2IauD7d+errb7vz9PR4JW8bgcA8BObZHPz7/e7ZqJUQtGcjtryxrStD03fyRR4FSl4JWq0b29PC7Z4p48h6u5PzRpxnxmlgGCLDlAhJyHVj2RZKyWZIm/OJrY+SC3G9WQbMA7hjZkirZcpCX7NtWcq+8fAD0UVGg7b142VrpThVu9A6UhuQGdDqRCQHVYPviN65QpyBoQbyNaTbDK6XZ/jhVRxAULWAYhySfY4E7w5YqTUS5pkYZlJUpnnkfHnlpZsDJS+dBqkUQhNCVazsRoRG8dXw42cdtas7EM2myO4sHk2WtFBIvd64O8a1B6y1WoaR9hlqmccgDujSqKRWTqgK67L4v60dc4xGX19zRYfd19gBJCxj0LCRfeF1J7p1gLHnEmMO2MPZgdKcPn9TEw41UDyz3heuz1dyyWTv8vdwuTCfTi4EHble75zPJz4+PvH49MSWRy6Xhx4oFLWsWXVWWme8+MGmpdWHe5kwe+ClNfSsLR78tezmCxq7Noq7OxXFNpHK7rI5bkNL1dXGrOmMjsEBILPZ27aBZ+JETJxyKUqaZ86nBx5ePTCfzoiXd0UH9atraog2PY5dQLOF0QYrexmGB1XNOe1BiAckxcv1qEKaUxfSbc5ZSsl1aPbvaUQfq/s/OEvtNd0paY5xY4Zoz84etThKti6Q0vYFuzMlve3dJwAAmC5VaLvmMBFtvbZ/dYdKP0GOpLuZLcnT6d09YDns4fYMbU13/09e7AnB7uugwf07u9SDH/HDwoYrtBkzl6k4WF+VEqKxF0q1ph9Y59ZbtnLrGgY0QamBwtb3FkHsfI4juZiORfD9UovZriFG0OJls9YBtI+/NjFQC4CtlNHsioo7rv49RAPqYgiIClp2wxSDBQ8N0Op+3acZwxY4Nce7VEKKxMb6aIEQdLvXMt/H1cYRbPcrehOKpgEkYswbhsg0jtSyMQ0Dt2KaNsu6orJRq3B6eOhBx7qu3O430z4qGZVALlvPUrcrexvsLW8dzK61cF8soAtiQbDJMETSGBlHA6naObGpJZFSGkhpIG7ekVgb00dpGMqy3iFNiCYXoqXby2OWu6234BkDK8E3YHHwUjhjcEXSYP5ejLs/28HoPtbmD4l6Cb9WZz4C3pRBa3kZNysO7NXdngWzyT3QaoD3ocJst1OuZcQu0tvAYwOP9s5o7X3iZ933B6AvlyG+D5tAbg84PwlbACu1a/6AJ/R27ZWXLxYLOGwMa6C6H9WAsx/11cf+pQakivZydxsEt9xVrcsW0hm3ewCP68/tj12djVKKJSVbFUk/D8wRpq3/FpQLXpKYDsG+J+NsTpoS0aeXnSMtXGxMvd5g2V6yv7rPj+73pDuj8hP0ycFr6Wvm07HsB742nwxP4hmoaEnspgfmn1mVkrNVJWzWjEda4jFYp8QxJbRmrtfEGjbfQn6m10xYzed8eLgwTCOXhwun+WTl72NimifiODCOIypi5ctqXbgH0ouEVztX25hbLNwAKmNKhabzqGoAmarxKYOxaUTMlrWSNfEkvoj7Mt1T5bDudkZP82vstgw0USpSlRqajfEXB17ssxcljQ4QNoaZMYJGctn676SqiZwjdgainqzVfkdtTZuvUl/YubZ87H3tPbudstLL5v80AGxPkoYQSG6H6+a/a2Cdg6amD2WltTlvmKZh2WV7+sawZFpwJpexw9UT2NbgIXup27blPs//pOtvGTxiz3i4MwLa2VN9MkVM5JO4b09fLAGnwR4yq7qvGKc3+nc0o83uUOgBOMIDdDh0NGkbHe33SgeOand0WqYN6AuifXcUA2e6UJtYVun5+dkYRMXa3vbATiBEF29W7aWW6llla7suSPSWjSGQa+X56RmtlbysBhT0jnDy8o93zaAAIRFOo7VIzdYhhGBUSVKE1TZI3jKn85kQIk/blaenZ/7wj/6Yh4dXPD4+k3NhGAdev3nNl7/+gm++/Zqf/+JzUrBgppRKvC3c1xXCgpBYFsvc51LIt4UhCnldzLkKMMTEPNpmWZeVshVSEKwblAtVl0IGSt6MMRYTIRrSbEHuHdGB7b5QyobmwrYsoJWUjHou0YzKkhdK3tiKOXXNjh+dkkIl5Rs1j9Q0gIvboq3W3tsTtxI12vqrbWVakOMlO7UWEnRV/lKVXCyjWw7rqOkkmPBu3O/L+dWGDtvatjJNKxcDPySlsUus9EQcTGw6JohQ1BhCtrUE69UyksJkGfoaiWEAAh8+fKRW7yrjbCNcoLnRemMHjMyVU9kznD/26x9/+Wv++quv+MVnP/GfNNvx8toD1+6RuCNzcJSq9mxwOxBqVSQqe0cVOwSsHbOVP5g/GZxZEl2MM9tneS16PyiVjl4p4g6b3WMFY/EFs3um7Vb7vQSfoxD8kEMBs0+txKysmbyuIFb2Ep0N+OrNK86n884eUCFcHlDg4+NHrtebZS1aKYkI8xDZiglWx2AgJEHQUii60cBQC2LNhms4AAXds9N9Drp+UfFnCR1wtc8APBhSVROKBoJ7hJKbgwrB908toQd2pRbLtDuwE2JkOl04P1x4/fod0zAyToM7hoBYYFzK3uWqtSPvgEnP7kg/x9rvSndy959JsEy7OH3aNEkGb/9qbXNDil7TH/p3Hvx52l60+CvgmsQtLXJ4ob4QDrdxtHWTiwkTt+BsdwBxGxD7Gb47TPZVpTnSh7P9093VwIm+rrsNtbO2++/azv0djGjPoP1f/gydBv9yD5swswW0If4wJ+i3eeWcDbCMwchg3eabfWlJDfUzpdZsQVuzq9XK5cvWBN+T62YEExsX9wkQXl3eWoOGIpDNuTNwqpJiYh4nK5H0RJU5wA0Qb06v+SQNNGhOrbvGpnfoZ2xQcx8byIVKZ9+A+3UiVMonPpszNoKXEYRKiMmddXbwCCtNqlQr3YiWkcf3YBWTAEBMK1KijdcwjeRlY13ulGLi5KfzhRgghch6tU6n+Jm9LRtVTei+lnP3A0vJJkGQM6VmNIcuKlrLzkx/en5m3Va0WmdGESsbu613Uog8PDyYP1A/Ge/q2oh+TptWkgmmp21EXZOwZf8hMIQJmmirqrHA+lYyHahhSOSSKZsHKnEvL0oxMDp4lAaz0/Ye68YWU9zBcHF/Stq2PQR0VXtyQpyBE6Pp/RjeHDr7sQEC1YG8EKLbKWeVKo5a2vcGL9s1kM7tgTp8JO4dBTnMU+nBve2vSlPWVROs6fHD/teWuDagIjZf3td8u45/r3JgWTRQJOx2s5VRgSAvWHuxs2FrE9v9MV+HuAoOFjbAsQPsD/ww97sPpVh+ZqHO5lcvbWefmz1+3eMxo57uNqb7XVIcVLbv6SDPJ8mHBh712PDlbb5g6/Xz6jAObZ6/wx5zprl/Zf+Mw7cdntrA+CaRJAFEA0EjEe0lsQ3gp7Y9ICSPF2uJ7l8ANXGaZ7OD/n4ko5ux3kMI/OSnn3G6nLk8XAwoqpDVGgBMY7LYQH0dR2NytgoGA/hDv+82Ivv4tD3VGIEew6h1mW3dhHHAoxeGtY3oYxVi6J/dpt86JFpy4VgW2cuh+/ibHbT7ch+shn09fdo8wwGihjeIwJBGkxuo7V731zcNJ/y5m+3XJg2j9TAmHie8nHpaAs2wq6aj2kyq/a6NdwzR2JgxgnfPU9fHVbTfM56ojQFWb9xVS+kMooAxd221VWfIRwfwjIU+TZPtPLVGEy3B/UOuv1Xw6Hq7cbvfmae5O6C7WII7Js3IR1shpbjYbxqQlKBsuyibBPZMin1HdnHHIG3i90mw90CfPHZ2SLuf7tCqZZ38H7agPCvfDNGuMbF5e1x7XdkMIFq2jft94fn5xsenZz48PpHFaWYSu2CpdRRKhGGgLq2rlh80HhDEYTTEMQZKLlyfTUOJrCz3Z2Qa0fsC6wIhwjgQppG6tVbp7t2PieF0Zrnf7bV5g1evkDdv0HWDkiEXHt9/MGfwRXmE8Hy7s+XCPM9cHh5A4PH5ia+++oqf/PQNYRoRTCzys8/e8stffcnttrAtX/Pq4Q1v3rzj8598xvuv3xPZeDgn7vcMupDXjUVDD/gEG9KWDUsxkqNBilqy0+ctGKhbYbneiKq2sbaNQQtlBWp1w6rO8AjkHLgvXiLgHVpqUXI1IKeqkosawyIOBM+6qTSHwdg7MQWMPu3litW6+KGlWVEHj7zVYymos02s7rexj2p3fhQL2KRYQJrGSPJykibsK35YqCqlurPiTl3z7fbgTFy7IFKqOdEqXnec1TtEBCQkzqfXgJjivneI+RDhw7dfsW0rOS9+D9VP22DZSD9QU0xmzKqt873Q6Md9/Z///r/DbVn4l/+L/yKfuA3AASimmyrgYP9l/10txfZzMBtl499q1c0YGUvGtTtqdsZRZBgtsxxE2DQTY6CslTBHN2rBSquqs73i8QD0TNvxxhpwIhs1ZGqFQcSzsa4Dp9bC9ddf/HoP3rCuaw+vLkzj7NpOth5VhFyLsZG0cJpO/PGf/BFffjnzxRdf8OsvvkIrxDnx8PCK6qWULVMdk7erlo2s6mwfYXWHJJcMknoAtTtRrTRt76DZAoIgFlDHIRDj0AGmIdKBf5GCavDD0fZaKDCNVspaaiVv2ajaXhb79PTI09Mz8zTzJ3/njxnHgWk8gwS2kp0CbkNdex2PosFLQ7uf2hgz0gHXpvWkxVp347as0ctzLSaOOU/M80wa7Dg2lupkDqIzZ7sj/MIhOSxhD2z28+0Iyu3rfSvZWBh+HrYSG38q/6jdeW9np4FH9hfBOrjZ77006eA0HZ3zxiCC/h933GpnHQcRB6EGRFug3JxNP9cqHWDdd6ptysZAf+nw8aOwTbVsiCQXXY2+xWVnkSlYQzpnoXR6/A7+iGAi6d0JghoDqp50aBn39v983IoH+1Ut0G8sJdOQoK+fDuR4trkBpKXWzipS/e5/Y2s+cvis4kwaVshH6lf3+1rCzUBRPKB4mEaWbNlPLbZnJFjnrmYMYjKtC60bKSZyXNiWFQmZNEGuyppXtlqZzidjnz1fUUnG9C7Vz9KBfM/EKowhUoLt7SlsbOtCKdbkIkXh4XLhdDoxjc3mRPcdTXD/vtz44te/ZmFlYuRyOjMMA+u68XH5yMTA5Xx2i6ve3VLZVrFmKjl3UL13FPYHViDXQsiBIdn5IcxWJu8abjboNvhDGhiniXEYWMpmGiFi9sj8q8SYRsbBNDTHcWATISY7l4ZhMBAvmu/QQJXOAmx+tK0mC5p0Zwi5CFxPjjZwXYJ162ts1IABu5JrZ7zaZXaxNQioUql164dvO1+Cl2rYo9eeEOnrzG1TrRWJ0b/X91sAqnQR5A4GhANg28Hcl+DRC/1DEcdDnNUVnG3XmGB7PRyqkEO2indno//YL2mCsG3ztUBKd3DlxbWj+z5G9pcOMISj17WzZGO1JFrR5tdIL/Xb78WteVUkpMPP/La6H157HAOw5yEOMNDh3o9MpeoxEHU/xSzmd8AKeble2NdGu2/V/cxq4Njupu1nYNPRxcvvVAzKbHITRb0yRbB9UG3PDdF1E3MxjbMUSXGmamU+DZaorpUtZ7ZtYyvCPJ/4+R/8jHk+Mc0TIQbW1WLXmKxUNedMlMgwjtb90HUmNQbGNCEkSrFEYbtfnIEm/vcGAr50SujPjOrL/eMjl3NhmkaGwcDlYkcWIUTzE7WlwXZmYACKCrVGJLREo/tHTTbkRanYS99gv6+W/rcbM522cgAJHXRq75Vd64m+opq/0l9ihqLF+HEvw9OGiTS838dLVahi6z/G6A0SEiLuy3oHYo3VS9B035biesyuUVqdYGJaib5vndFvdrOBuY1NH1Gs+VIj2DQN5n/S9bcKHv1b/9a/za9++Uv+K//Sv2TbL4CUzkbdMxhYRnW736m1EFpHIPUg2wWiWoAgIi+0ZMD/Kdo3nf3OPmbPorW1qmybCbMdN36rWVRaJqhlEZT7bekCn1qtnrCVxJVSuS8L1+uV9x8f+fbDB77+9j3Py52QErXXU/qh5KBE0cqSt06XLFpZS2ZiZT5NVpqmyjdffcPjh4/83b/7n+A//Pt/H1wYlfsT3K4QJrhClWCep3DwMoV1LUhI6OkVXJ/N1c+KfnyEbYXLGZaF+9MNBuvycT6d+eLXX/L6zTszsMGM6/n0wN/503+GP/jFz1mWGw8PrwgBnp+f+PLLr23xSSBm4enrj9zfPzGMyUaqjKzryul88o4BK0vNpIN4dERMDG9I1g1AoPOzazWwq5iTWpY715L7nJ6CdRYYfAxuj8/kuhHHwDgmUjLx2nkUymJdTeIwEIdoTtY0WYvtcUSHAWLoxr/Va1sZkYm4taz4bXkmaCWKQrV1EaMxq/BOemWzrispDjAGqt5p+hLE6LowRrnUWnodb/ZnryJE1yraDUWfYmO21UOgFQdCSGQthDCgCFu1dSOuYxXCwDyfWPMNVMl55dtvn/nmm0wIG7msDENiW4s56zGYOGlRtrIR1FtSVt+b1YCR359LX5xtuyNhLK+jwyh+UEiEGJOBKoalkYaBZd3IuZBiJMZAzgZGx9QMvM9XsPKuMA4kzyr0My1GUohMk7CZhCotPdbPq/Zid0hUIQkQMmCAd0qRcXzA43iuH6589dXXziJrrEqzdTEO7uSazty6VS6vJpI4QKk2p7kYO2ctG6O3357niXfv3hKDcL/dKXflcnlg21bAmIHX5zuX+cTlZHu/lEIuBhSkFFnXjWGEqpmdzmLOahi9v2JumZNowV0ppgcXpI+JMWcCSQrWNyDtY6WQgtmYUiGFC8tt5X6/WnlrCoRJ+PbbD9yer2zbxqtX1m3EDEBEazHRU91LjmowYCevmahYe++Quvm10gTL7kjY7XKtlYKX0GlFHcj64suvePXqgTgO1orcS5j70e2OdPWPOuho0kTHd439l1nW3WuFI4DUSljaPtgdYqeUA+NgzIR18a4bLcfSE1J6uI/2uWaTsv++lRl0SEqEIEpp8ciLXdmYoGU/y4/Pqdo55rtD2DcIQksu+fj6J5Si/K6v7of0cXZ9qNoA10hI1hE2SO2B7i5OqmgNSI29nNpo7Q60lkMgF72kJATqoXxREWs6cTB+LeBp99jKdsx5VUvSOdhUnNkoIsYCKvs+bDboyCLUqq73WF0/IxmA4N9VWua27vPOMLozao50C/QaOAlY2V51Db6jj3cI6kI04fD1bh1xY7DsKqWQ7zeUzDwk5nEgxpN1E4pi3RyHkXksLMtK2T5wjon57VtevTmBbqz3hZRGS/BpZbtfWa83bjwxMxMRltud7bYyxMQfXn7OPM8IQk2ChGKi2V6mm4LAmMjFRPBLqTx+eObD8oH3fERRLnomMRLCiKqyrFd4cwYqwedtHCJcV8DkHrZiHeDmaTIQIwik0JmN0zQxzeb/ZLGSrTAk+xMteVB1H/9cSguHfVFb8i1US1xYWQeHdbBPWWOfSQMMxBPHBJBgzMfNmKHi5wCeRO3ncQu2EQNM/QohmiyDf4/pxsQOTFgVwQGstbiNJgbfGJ8d9MDBAvvbS3sKXtJnh6SCd4oz9nULMsVB8xoCTYQ5BC/3kroDbT/my4NtUUuAaWcAR1SyHdvdd6qNfGFnnQ9m8JhN1fx71b1de2N7ieAl67Aum/u2ZqtaIAsml9Bdt8YOosV7erhpDucOL+YV6PahltoT9+0KnlD+9Oq+oG8jgngjpmM8KnRhMIM+dvZlB4Ntbanv/VbEYMOk1hRBA9MgrKKIRk88KYRIxDtuKZy8Q3d0LcR36TVZL8ZaUu1yAmu2BhyXywUwVq+V8+cOlOZtI2hCsC5w21aIIgxhsDKtpVJCpUjsAXZjyVT/Lj1oWzYG0T6AhyROpSdItRSoGxIHnypfGwcXve3Pg+X57vzU6mD2Dgj2OQ3tzNzPkX3vNb96v1JIZG2s8dAri2pLgqgRHUIwuYVcvCGOZl6CZofP1R3Y7tVLyAs7YHffqm+is1ebjmR31GggddNPUzUNXBRKWSllM8ZpKWiplKBICbQGY80PNKjAqoeu15vP+67d/EOvv92yNb96uKP0Uh1hjxWCG2wJJqJs2SjMQFRfSF7S1uZB3ZgPaeg14J5UcZDHEFEt2YCKVo8pIFj9aEf83QEVCej9BjE6HdUmcs2VLW8dkLGMnVPTamErG+8fP/L+4yMfHu3P4/Mza8lQMnEYjNWkFdTa5W1lQ7NTebNlRIZ5Yp5PANzXTM7V27VXNBeer1fICq/OsC2gCdLFB9YV0XMFLEhEEugZLUr6/B3y+U/Iw4CuqwFH96u95+OjlcZpJV4eiKcTz/dnHp+eqcCbN5+R0ohKYMuFn/3BT1jXxUW4Co/vbywfIlxPxNWy+ejGNA7kktly5o//+I/463/8VzQwOsSA1kDOG4jVaFICwzx7gG0O5ThNlK1Qts0y8aWw3m7M08Cr88xyv7s4aDFnOVqL3GEYAGUakm2G5UYt5lhFYu+wNo8D8zRaB5XzxDjNDMPEFoz6YFmPHXmtdeuHp4E/ydrWb6YHNKRAiKMZSRfsTEFY2Kmp6iDCkKU7vdENUUOoUXVdiX0f5ZYB61mWPbAy5LqSHVsKrqOVS0Yx1FqrMEyj670kYkg8bd9Sl7szMTJIJYRKDBuaTEDURHCbqKE9gLpRL9ndA3Xa+m+2678XVwuAcrHW8tbBTIkheutKKFtBk9fcexB0mifr3KXaNSRysc5Z1bU0Ss7OlklcHi4MnpGo6jokzl4Z4kBlcwq/OaHt0IgZ8H5LlokyTZFaqmWMBzt01nXlV7/8NW11rL7PYggWpJCoRfns83eW2QjRqeK2xm7bYhVKQTqddRgGxjqy3IwtOc0zn332jpgCf/2P/5owRb766kt+9vnnzNNEHQai7+0P72922KaRKpltXbk/L7z77B1P10cGSV4m0Zwu/ID0A9XZNsZkclBJM6oWSEcJXUA7qqApEKqwrWC6g4GQZoaU+NUvv2QcBi4PF+bTBCgfPj6yaaUEmC4npocTOVbKUkFX6gZh2A9ygKKB2/3WdV06IzaIHW7VAooWiCutVKGwLivjNDKMIxW4L2a/p9Opt8amO8v0EofizGgQ13dopRkHB9nBre8u7kMALu3MNdZg0xSIIfLqPAPw9GxNFlTCXo4GtPZpehAzEbFggg0XTm6e+ksQtrlOju0cpU36pdrYY+wZZy/vqMXzuCKEJA5C7c+vnoWz/zTHuTnuv/sgLbRSK5/P5rQ38MQ6B7l+gljAayVue+CkKKUsSFVjIPkaC+OA6u7CpWQsnU5r989IzlJp4vPq7Go7Qw6AUl9bu6NbW+ly3ee+UffXuvb3HT8jpsjWOsk5WBQ9GWUdVPfSnRjNzqaU+hqpeiiJ8DrMro12AKn6d3tTkZQSOgycUuR+fbaEYYzM84jUjeu6oCUTU+Lx6ZHz+USpVt5RtoUgZ/uusjGkhEoyptNWWEpmXe6WGFR66XlKif/45/8sT9crt/vVznDx8uQhkaZEjANL3ghqJaChMdCcTaZYEL1tG7frlYmZM5mVFQXWkgn3O2vd+MgHxnviNA6WOXag5PXP3jClQCkb67YYa9ImnzCOyHmivoksbyK3t5HxbSK8nni+RTSdCOmMpImYzA4F8HbZkboU77RarRta8Pb0aTRfDmd45sgwzBDNz9NsxfJDGAhjJOXAN7/+ijgkUgPMxbL9RZXoSTvzpSql+nd6SUaz97bfvdQ3RraqHohLB0BtcWGsPAd0CGLzaTRu+7mDQbUDVN8FfLuTE4JrGNbd/2mBoUsgdH8OdYDEugl+n3n+MV7Pz3f++/+9v8e/8W/810gpOmArlqhW06mR2uz8D/vMY5B8yBf5OIUOcFsmJADWaj0dgGN19Kj28T18vleMNHDc/CJLxhQt5GxljUNKvzE4blqk0g+ovfSo+f0aGkCIJXS8EULV0AGSlsTZgQL3283Y2u8c3AlVPSmy31N2XUp8fCRaEbbkhFRjxQzTiRCMqXNf7kiAcRhp2WUJgsSIpNn3hwNR9likYSQOdl+xf7UBfVS1BpC1uDQDxJoJUllkP2saM/54GdNV+U0Lo6r2/Vy9XPUYax0v83Xd7/IV05g6djVtUZ8kpFU6dwCp62+2WF9ffpfFTzZ/KVjN81H7rPlb9tr9mdq5aWOaOfo8+/0f1+g+790n8r0EtuJVzLY0ULZo7qXOXQ/VfR/L8la3WxX1Muour9POx6oUsv+7UNYKEhzWELZt4X433z5vG1tedyD8B1x/++BR2zifrKFmLFqGEHVtjOhoZTANjTgCnvCMw+Cgkql8uPXoCHPX7/B0ZlUrKWod0qAZbYW6MOpgNbsOam1162Vjvf4gF/KWuy6AZWT38gqjAJsGxDhPjOvMvK1cSub2wWrjO/tVIjKMpNPMMM32YdlYJnEw8Gg6zYQU0NsKEii3BVRJF9Mj4ny28co28SSxUjRzOSCNJpbtGiGsT1Aq+f0I8whxsvfUDD/5BdyeTUibAvc7VQIyzZzOZ0pWrrcbz09/zf2+ME0T79694U/+6Of85V/8Nc/Pz3z7/iPffv2Bj98+cn2+cbsvBuoFQzJFAqdptu4tpTCkgevzlVq9xnZ+YLk+Ms0ntmUl52xdUYD77U4QvDW3OdYNWDHxg0LyEreCORuqlWmeOM0Tlcq6XUENwBmCMEVhFEWTuObSyDQa+0hiQmKiBCGIZUpLMRG3GAK41oOvIHeELfNiKH8m1ECphe1+Z1vuaM2UGJG8WjajKrGaxoIR0hpK2oK56Do5u4DzfrBiWeTquhhSfX8ZZTqkRNis7fi6riARxbVYvLPfdDoxjrN1m/JuUR+fv6RWF8oUQaSybdZRa1fcd4Nb1RZ9xbQrdlqEGfjhh9XH/hiudqi/PBgOHf1iIEQhb5bNzLlY7winDltwmjuoHIJrF9XKOAyMHtjdnq8U76wTJ9OgiMHGsmVRjV1p2dU1b9TWQQQhabAyEmeCmNNenGlm++L9+w9IqD2bW6tyu14p6lkgjbx6/cD5cnadAivNGIexZ/8s0xFYVisN0ICVhLrwYVXr1NTqoEvOhBR4ePXAz//g58ynma8/fMuvv/qGMUavbVc+e/ua+/XK7fGZyfd2ECEkyzKFpgHjZX7q2heh7kFicRsXko1dDcq2qYGabq9VladlMa2zamw7EzA1RmrVQl4tMCkYq2/dKhLgiy9+jaKcT2ceXj1wPp/Yto0pjPYZY2P34DoV2rtiSYq9TLFliGzy9gxXCFa+V1Qp9+wtcg2kWdeFbV2NATBNLwKLTzsbdYmJF6DR9xzuDXzx0q6WxX/B3Aimb5Wvi5XeeqfH2/PdypTnyZixaM8It6u0p/T/VKz06TuS+e4kgx1HPesYrCSyUvyoPQLhvvZDIIa2Hz1DLc0p2j9fsXIZEbpGoT3zwcH83eNGAD7+4nu/+HpqDp4B1q1sxp+CoHsGWcRsTt6yl8K2cyN0QlkDfQycO+g1+qC1n2219ixxW7975xvXSlNDB1qnMoBQW5m5ONjhrY0Pg2xTKi/ATTsvPSExDObBucOLWCnVOAyM04isxYA2TGC0r75Puhap/6h/T0ruCkVqSWiNhEy3G1T73DQOTPNM2Ra0VL795r2LjFbu94VSK0Ma0GIJmBgDhMGc7HVjvd/ZtmzZ6K4pF7z094Gn65U7C0plZERlZMsb5VpJcaDibCvXNFSaBpx48tP+xBR5NZ0Z1shtvSMIYxzN51nt/L0vd6bBE0SKySdsQpCxi/UPKRHGgeEyMzxckGlgfvOGNz/9Ca8+e8vp4UIYImOdDLgLbuvqvn80iJ959bCWjovb/ZkGUvdJar63B321klcrkd1KsXOmRIiKDMo4RVINFNe9W9hYi60RnQJFEnnbXKTbEmUhOPMyCSoGClSBIspGZhxHG/ftSs21g+KN9RKClYTk3NZiJG+VXKxMqXVDtXGxRNsg0ZLbDrBSK6WxHlRNyaB6wCpCclYOPidNqPmHBme/q+tF2Yq4PksVyvGcakjED7iEaACPl6Yd8x4tadz8MnpSxkppTTcH17WqB03JxnLc70M6wEAP1g937EiDM8P8nGirNkightqTET1Rq7qz0z65qkAN0hlL6r6kvPha16zEzyn1cuLocc3xsBfZwaOqJC/fpFbIDqEUB11U0RjJl1d97PpHtfsvMIfUx7uHpRyBUR9Lz+yYq2G6R1G6KphVOqDdfnew5PA5wG8syWwWvcft1fbZC9BFpCfKjn5LJLxIKMAnc+v+kcTW5dPnNLRyMTtr9y5uezOr41U0dHbcvg5b3PCSlVNqRSmHddhqJIWjy9XOYQMZWwneQd/LkWVtfjcGIDbhBluOznaTSBqMFd/CfaJQs5LS2L9PVcnqoNJh6ao3QQKYAqxiTQ/uy8qWTfIhpuEHd9D+rTCPwI7HI0WsH/oNIaQxkITe3cFp2J2CHDyg3v3Djl5qRzl3RpAJRlVC3SxgF9vYxUf6SIDrXbfiXteoIpBg1ETJiXXbaC0ANbCDVbWwrHeu650lby6CHbrD0zO0MRCGwdgt02xddZbVHJ5oB/Zwsm5lDw9W5rF4RjIMA7kU8FbRjBPnhzPDNHJ/vrJ8/BauHw04Or9yRlOGdYXXFyRM6LK6aHYhDInx8op7LZaazxWGhKZILRkQpnnidl/Ylo1lXQnTwMO7t/yjP/8L/uovf2l1/B8eeXp8ck2mtQfaGqO1pq0mvAVwvy/M88w0zdxuVxdMHKnVMqppGBjHwYWyK+t9MSpwNWplbN2UVNGsnjV1BFUtC5vcSWzoas3GnAkEUoAhimlHAIGKaibnjXVZDJ2PkSgg1gMaCc0j98OlW14zdLlYYUYtGa2bOQvVuiIUZ460ul0L4lsJB51W2rZFO3IqO6UXaQdQ7YZFJFBx0ALfM+6w9ZjK0WTTQrBa5jRMXM4PjPNMVWVZVq7XG4Ublp+OGHVcMZaEadyYMYw74o0eKAPt/v3ujx7Fj/z6D/78H/B/+L//X/gv/+f+C13LptkBcbr+tm2mWeYOoQRBBtMzQM2JaQFy9ZA6BO+MiJXC5pIJMXRwoAHZrUuPAK2DZMnZs3lC6gG/O6MOjlrp10YtBhS2TFot1TS2/PC/PFxs3aoSJFpb1nk0+nE1R20YB4Mv3XHRaqUPMXhL+ubgVAUJxGFgitbquR3YKUY+++wdIQaWsvL0+MT9fqeWQoqB7eHCOE6UcduZDsFKSfO2deDqBWoiCs7uqy5wjTiw4HjJkIZOY87FRXTDwDhFajFhYWOQBkq1VtvLdWUcBx4eHogpsq4r1+udYRi4XM5cXp2ZprEHT2GIXi7rMuOleAME7XY9dC2PsOsmCNb1w3UitEItgdaVL4aARHGdlMXL9wZScq2A5vnJHlwolnXSTx0yaWzblk0U/xnEJDtI7Z93FEAspUAKJsR9SLBU13boQvBqZdXxIAD/IliQpnJ0cE7aPTfQSA/AkDZaulG+VdRKoJqjh7hGXISWLfN7c5PXv8m+076n3VFoaxp79u4n/o4vCUol9yDHTMfOQMpbNpFkSXYeibqWmp1nudTeydACuUNHreD2Iliyo3bRUH0RkKk70TmbJl/vNur/7eCA+1mxGqNGAR2U2MqVffxzyRSKg3g7cNSuo+jmHhdJ3ysizqA7APBKa+WO3Yefh+a1uVMu4qUmAVIgFgfQCMbo8f1YSmYcBrYhsWwrtZpo+fk8sd6U5fnZY0lb/6YdMpkWGAb6BwcNcq1s28q6GpPK3II9eAqecBARBgbSEDnNJ07jyXUVM4XsLEbzRJoP0JICJVvHxerA+TBOzNNEA4SHwRz6lALlmnnGOvHE5EzWYt14hxgYowmJG3GzMjhoEQbTNIopUhXu60ZZN04PrzpLo81dC4aaSL+t471DoDh4uWto+DwmF1B3PyXG0AXEixr739h3h05rnogx/SDfHw1okObreGDYWAa+lkxKQvqYtnI6Y8soNZSDjg0OIHlTix4U2hhn7PvSkNy2WeygfU/RM/tUB1AbM7LugWhjmQfBtWxszFK0lqq1sYt/5JcxX80vBbcL2iuYXwb9/6TLk3TtPDi+d1k2ai2m/TmkXtbfmCnWDIgdFWkf2f4uLxkw0g7C2s5O88HxM8nkKNzu6QGv6LdqSTSUfb0dLz00gmrz20EQW5uNHWVnULt543lLMD9PO5jkWjfBmaGaLMAXe29FQAISzR7XrXQyQ9HmW/ymrse+Jv33xyfZiRz0RIC0g7b96QCa7Zs96bHPay8v9KQCn87F4VZ2ts4hAPK4X0Lw/jzq51zY46QXqJGfb95EICTolCOcGSfWnEKR76zTNlfSR8fmxoCauq+zgx9m9qUlnP3fFI4da3e2YgM029hp/682tpaji9tqEi7Rm6K0hE4uxcr6zNASk1CKSf1Il9Awn0C7TtRuK4MoUSpVCkMAaiVX0zsOmP7y9XrvWpHDkKw6JVgThZim719On1x/6+DRX/31X/Pv/rv/T/6Ff/4/dZggz7f0kgyg6r5GQ/cOAbpjQTPYVeli/dL9C1vwqsRq4sp4NjXU3BehOOpYVdk0kzCqvgQhStzrXkVc6C+4Q5MQ1/poIsrVM+RbXrkvN56uN57vd5ZtM6SvLVSnxeK15NM0m+bAWnoNJhKo1Wp9p/PMMAlxOBOjUb5jSlzOD7z76U+43+9QKq/evOZ0ObG8WviibNTre9tZIbrqJjAK4dUDI2eWDwUNlWEYGebRwI1tM6s5WFe3FCOns2Xfn57vQOD88EAaB9Zt4+PjI19/eOLLX3/J/b6wrZllWdg8E9TAFC3FFmEMTkH3rkAKwxBfGLg2BlYaNIKqZfeWxTJmbfx6FszMTRSvU65mJEKI4C0us2cmwGtWMWfEXMCAUo3+qQ5Aleyd2Ao1GiU6SisXaE5NcwSaALExj2q+I2wIBYr/zI2ZZRIF9XKv5pQfjW5Hkn131KoY7eLo0FgHGZRDcLkf5N2Vl+P6dUZJigzTxDSfiINl5bZt43a78fz0zJgKVTOhRqeEAg3rlmOAI12rwkRWW7Dqh400QOn34/r1+2/5D/78z/gv/Wf/87tRbwYXa3VfSu2i/DEGBt2FoJsD2hzmZstqrdyutw444U5oawMPO3uxd/wQMe/EMzBCC/J9Pho1vhp4VLJpEFnZR2YaJhPldydWgnC5XNyc2Tpo4ITdpK2z2Eol6q7zFkMyC92YTg3wdOAyBCER94A0CGm0o+Ph4ULOmeuWXWxWuT4/8/b1a07nE8vt1oPJlJKxCycDX4LrUKh3GqoOCAUvcVE1SYtWztcCkRZgoEogGijb7L1YwmHbMsu6sOXCMMyowrpuXK83rs9XUkq8ffeW6TQasFutLryan9mD8O7qqPYgrNGLG7hl68fYUfv/dkfZum1FlmXldr+zZXMaTqdT1w1oh1sDhaVl1rV6ycBuF8CDGtlBHYtp9mDlxdWdMEt8iN+3Yms5xNjFlYMD1rWql0aG9uYXTuMLL9GdS/w8bsFWe6m6DSvl0IKov9Fe1LCeqmYX9+Dy4MTtB//+7Q2EkD0D3PfX8R5/Z9ehk6sPzNHJziVblzCJxOgi7NHp6SVbuX3O1nGvBdOd/iGdmt/WYxukZjsamGruUUaanmQDBWR/fWM7BWlwjftinWVnjnfVsjPRaIH5y7E2+2HgyhgjrZOM6oE1At2+iQMGPcPswTfNDwx+squNVa3FdGWqsnfGtMW25dz1I6oa+BuBIUVKNCHW+TR5OV97mwH0p/PMuJg4dlZ6UrLkbPIK4MzI3O3a9fnKmu+A2dIhjla6t6zkLVMjXE5TF8RvwH/2uS2yl4KveSVuXY6++wgiBiKdxwtVKoOzXFuZQa21d/WTamWCaRp7157z5YHLq1eM42Tlg27rDZRKPWnQSqpVzXdqIN4eKIe+5hp4FLycK/QknvkLMcauQUTJ/eftfS9pTPvVQJve7SkEkx6Qfc0GW1w2nmIHRW2F2L72q0rvVFn9DGwBfr/EmFElZ0tEDgMgXlqjzjBoGqzeHY99rzT/rgeL1UBfbeN52GfRgfn2HD/mq+3DY6Dddvhux14O5fd+TrWSGGjltM2/0Z3NizIEFxz3NVGzxVtR4uHceQmA2PfL/o8WbTqDuYEz7carKkE7D2h/HnZb1/6hdhgSUzyUA7Uz3e/DE4BRTEy6xTvanLzacAIX00ZpJKbqFSpNsNki5Gi+JXbfvbxc9jVbIt47q9lY6aWm+8DsPsverl124PfTgaz7edT8Bz8VXsz5Dvzpfu62BJpwKLejg0l+mu8+ge7f1QCaVj5qDUaw7m5Wu+8vkw7xVByEqfS7+5TJ18/DPr77k738++539fHT4wi09aHd53hROtfHdn8mPXwkSO86v5eTYWtSxLvhmQ6XgJcgB08IV1DrdhmjUOtepitaqSVg3TjNWw3iuoQe56qvEk8JWKzauw5Xti37vAWGYbAKmODd3uU3gZEvr7918Ogf/NmfsW0b/+l//l+gjWFXYe/7fEf/QmvDJ3RmQ5s2dQpfpRKqa9Lsv7XPqJW0LShKyBuheOWrLx5xMKHWyloWzzyYjkUKNrwqtQeClk1z7RtfG01hvbr2zbatrNvK4+3G822x9reui9RRrpi8RjoQU2L1jm0tc67AlgtPT88M8wySmU6vmM9nlvuC1spnn39GCML79x+oOfcM1DRPfP31zIoYMp+zFZ6rehe2iUu8UNYNwonLw5lxCPz6r/8xPD/Z66YZ8kYshfM48HA58eHjI1rh9PaB0/nMuiz81V/9ilphWRc+fny0jKSX3oQAWlvbXytbO5/PPDw8sOVM9DKVWqpptbjzaeCSuG0w+nbZrOuIRu/ohTggoz2rHIfBqei+U0MgY3W7JkRXiWkgUklBiSo9WI+qJCCJEBsA6YFiAIrQNzLimXgVml0WHHgqK9SFKBkJiol3NtFGu8xxCaZxQAuKdosp0U2TtgxkobdibIDZIWAstYm10w1tqxUPMfq6dfQ+mmjkfDpxPp+RINyXO9fnK/f7nZw3hhhBV9tXvYuBlS2otbPxA1i7UQ0El3TeO6201sy/X9fLzNeL3yheumjMt3ma+sHUQD0wYMMMvq3hnAv3+90CpWHowqQhWMlDBwN71tGMnR2uoQMGvihe3EsDcnwxANY9bBhGJO7rK0hgmsauWQLSyz61Gn0+xrD7uWEHGUSEWujthNtzRsTvUsEF5Pd32dqYppnzOaPZsiD35cbjx0dePzxwmifyukK1jpp4kDOlREhiLEMF06+wrL/Rag0ALZvNRfUxH/ybjSlmh3ZeC9fbzTtUDDYnubAtJtY9jANDGnh+fmZZFi9HViRE5vOJmMRb4poz0UAky1bbARCjlRGaHtTYSwVtnCqCi7Q251QaK8n8iuRr4f3jR5ZlIaXE+XLhfDlbSQ9Y+bSDmE0HoWlChLBnt1r2q7hT3OfTHViUbt/aNDW6NCgqJrJoelzVOk3G2IX6k9Ew9z1y/Dv7HlBw+xa7P9gcIBUlFHO6gpgeRNVKzrXrGzb2S3fUDvdcepmMdgf0xQN51NL2TAxOr5d2by+z0b/LqzEXeqDJvtcNePQX+vNEF/nszJumtdfbqIcOrDaAAXw+QnQQzbPfuidZVMseUOieMbd5aKGCAxuqqLftbQwUv0XT6yjVWEwduPFH8HkKvs/BStOaHqGqnbFV3L5V15ZEGXRnSzVA30r5vHw8hC4t1gPD/a5pLdBLqei2+fmunaluQLOBAmhldsa3lZcKW4YPHz5wvpyIyYBeEwqPzjK2clUwtmheDRgap4n3799zW5/JKKEYu1Fr5bYsZoOGNj+7llUJ5vTbHvROmii5bNzv0gEhe0bbk0OMDNPALHSw3coxTO9qOs2EYFZ0mEbG80wRJY4Db9++5fLZO2uQEgOkRBpHUoqE1MpvdU8qqO4gOYeAzM+qI+PINLoaC6pSREmuMRm921moZt/GYTA/rpUV9kC1bw+/B5/iYEk0CelFqYpIE6zGAq2wywwcA9ZWgk1Vatjj1rZ1mgZPcaZL0zTsyRQ3bM1f3JOA30U0REwTUqsxojSoa7rsgajt8d8Dn6mD98cgunsn+zkgO/Ain74f2+P3bSWkxJgiyW2bsWmrB8RpT6q3s0D6x/ifBiDs+/4wqrQTqCXwSim779Zv3tjiVj/bICTpMUD/7sPHxpDIi5Vyl09K5IKqJdbEuoVW9jXSPLxdK675jp/4/v1YaCBtYBAcoD+uZ+nvp4YeZoqICd13P9VBrqYDzN5F66gVeJyrwnFfNEaSlz+/mHvd43YHh0PrxIwxIO0jDDR5MYmfnH/tHGtJCbMtlubXA0jcx5oGD/TDhn3FHfbiiydzR7evjZZca0yUAwgENIF76yB5WAuHQdgBq0gw5Xjzu7qf1J7bZCmojRSgfW3YiPtZUguhmD22hKGw5eK+knQAPXnSN0bx7sbF8ZEMVIIYcNS4un3OVPu/BSuL3Lbs/qvFuyFZQ4tWBl3LD2uC9NspW9NWovEyaN5tbsuKuUPQFn7FQBDfpA39bu0XgwisG5I3oj0lUgqqQtlWYvChc20BcTpzo+FqrdSgXjZlG7UttqqtJM4Rahezbf+updiGLsa2yWrOwXVZvD2tBT2ksUVzhGSB/XK7EWJkmmcXOLPa6awbIU2A1aiP08Q0nXj1yjaa6dREHh4urMvK0+Mjz89PnE6zLcJwgil5yZp1L7NsjnVG0jevGcbEw8MZysKvb09QPVh5foJhZLne+PIf/jn3deP15cKv/+rXPMXIZ+/e8fbtW2qp/MN/8I84hcA4RlIcWB08Krm4hoJAsnKE8/nMmzev+Yt/9JfdyJRSvbW5ORhjHEzIbrNWrQHLgMUUEc965dXbxaO9DKNWGNPggFA7nI6HGsxDYojCECpDUEanEIfawKPgtbx0hz2kaB0eonXDqlrJtRKDUKp3JtCNyJ2kC+F85vrxoxlItxVRWv0zBmR1hPpllqppvYg70FrV9V2ww03pDn8TeTPfKHREH1+35owlcrD3hZiYT2dCCJxOE6fTCBpY7zeW5WoaPhGWfOE8mCh2FylsjoJGM57YwYMGBw+w4Ewc1XZkXMKPJEr7wVdjp+y043YotGA3ufZHAzy0KllzX2TFnfadKWTlCefhxOXhYjo2qpRls/bQpRB8Xo/lH/saeeF2HcAi/D4CrY22aiXGZHYzNJ2T0EstQnCB3tA0R5pAIT2r98KhqQ4aufZAD8ydCtxEh401cnDGijsSQ+B0nomoOfMflGW5cr3eGC5nFEjjyBgTtRbLchRv3SzBRBE1sOZAjJWtrpRsoKwd3laeER2JacyFEII5glhnzNNFiGnoAEutlXmeOc0XpunMn//Dv+Dp8Yl5nrg8PNj+EysZ0xCJQ+Mngi61lzu0Oe8de9rYBNkBOJEe8Iq60xBcQwphHEfuq4kTIjBNE+fzmZgSt9sdUkSqsR+ts5bZvpQGXzOgQTvIDpXVAz1k15B6uYr2dU2bOR9P1eIlj5UwOb/gkL07Mn728jHtJqKivSwAEWIJNhYxeHmnorEFoq7VoM1Ba9vwU0fvcNul5VabWXKhVe/OZOdK3DWA+rNJny/Faf2/46uxrfYssWX6tMK6rUyzUcRrqWSxkimqsmVr1ADm/wxD6h0SbULqPr9qTLFxtOxh9VY+RSwznAZzVFNMqDbHUHpJkgnLHtlHxopR1wiJyQ85FbKXlG/bhpYd2DvaIAntPPFnjlZGqs7Oxe2uepBXSyEMQx8z8QM1iIUNPV5Q9ZIh7PnUdSRqYc2ZdbNmHZRM2TaW+832I0rOG9uayevdn8X0poZxIA0BXTNf/OpXPFzOVJTb7UbVSEyT+Tklgw6UUljuC/fbzcHp0brkilI1s+YFivs9ft4jcH1+Zr3fCemgbbFlb0/dQHuIJNZi/oCxbSxDXW6ZMiRO8wlRY2oXb2U9pMB0OTPNEyI2JuM8MYwj99uVkJXpdOF0ubBWKxAchpE3796yVQe0mj/SYBfxwMK7U+12pJ0rypF2rKK9pLoECDLuwZInxGIKTLMxsGLzB2khwe4r2V/3smYJrtrXGz45ZOj2T5ytYQF9eBEo2zHmPkwFDiXADQRDlSpC0UqoJuGA4tUJZuuDWCIyYuXRtbFC2nrtn1epvRuSWresw2v8H7/ZYPxIrr3ECJov0uepAUc+t+LliWAxSGXX/umJhwaWoD0gDqqM40BKQ9etbaJ/e3cs3A6+7LlliZZjfHn4Lsyemn+/gwyqpnEVqpL8pdlJFvUAWBxBqqp7Ce7O/IUGroj4fm7ntPv6oVogr3J8j6Ldy9irrWqzib4PLYlX+z48ns9Nm0iIHXSJwcqeoC1xE7YX1V4uHmQHkV7M8Sfz3n5tSQj2fQm9EUVjOKZkrEZwnSw/W6wAxMb++PmK2UOJliSL0cqw7D0esUeTf/lNws2dCRno/335LV7WfAAU+8c4oNUYko29pbVSMF+0Ja4s32q+Xe0HUCvdtaTP3szVxqiBbn9TPv24FhEDgkrw8u8QuG+VD083Sq3MpxlJExA4T+Yn5LJ2TefGEkW1d//zL+nreN8fAaR2LEVtkqnspYcK5FpMW+8HXL8V8EjZSx9U96ClXb2zim9TbYu0VoiuF9EAHrCDhNR+CFEp20rNxVg3mtGSqdmQvFZaYe9tGSlzqFSbNgbmdGEbsi0k6u5EtcOvaqU4IwHg4dVr/ugXf0Cplb/89dd8/fhsOj8xQi0wDIQ4eItvKxt6fr6RptHLgMQDcBCv9b1cHrjn2BFzrZVf/fUXbNtCCML1+crtemO5Xvl2W+x7TicgM3hGqYkd5ucrf337h/zBZz9nngKaF+63Z5jPsGYoVp6GU3Q1Z67XO7elML1+TUgjpdo9P1/vRAlcXp2pqkQss7Ztu3Bwc+DneSYNift94cOHj+7wRtbFup44EkicztwfPzBNc6/3rCGwrabLoDUzxHjAm81B3nIhilM7tRlSE0kMAUZvXYlWp/4Vc3KCi8+FwNDKAoI7B0NEUjBATyNrEWpKQCWOESFSy4qQiOOJSwg8fvzGDYx3YXMRuyhmFDO1l6Ics3UKXSSzlZxUVcSFORGMuRCNimosCitPOT9cTK/Au4Kt60pKE+vWxDaVslXuCH/yp3+HEBKlZG7XO8/Pj9SyMSTTxTDWQUSJff6M2WAd8dRFoVUssMQd0gCI64cpzrL7zvHz475ErIwyb01h4fg74XQ6Mc2TOeYYW6edQy0ANGapz8NmY/yLn/+BZ4sL23VxB8n/FPpBf2QyiTsSjSXQfPH6iYMbk3UMNJtkTIRzE9KX5tirg1rud/te8/ye9WsrJuyNeBmdB+Zrsbbcxrg8ZIxFvLLO1nkDXFWtOx0Ai4Ee4/nMdD7x+efvuF5vfPmrX/L1V9/w+nLi3ds3nE8ntuXONx8+chkeiOmEqrCsHiCLsm2rMRrENYJ8LEIIRF/Pmj2IjAbkL2Xj8uoMBNMlcYdhnmfm0xnRyPXpSi6ZNA7MpzPDMPHw9sz5NHmmpXijA7uXLK18RnZQwoMIwJy38HJOdZ8w65qFVaLWAE/3G4/vP7IuC+NkYoSlFvJSLACNoTthtu8EcVFJCcG7vDRAyhMv7T781ppT9d3L2TuuBRCT7HoiwfRaimYGd+BrbcFj6+xnz1lUX3YjblcQYzfEYJ1C+TTw+HT//ebAqfk/ewDZQ1l7L0ovTQ4eJA8TLSN6eGT0OzSD383VBESr+yUhB0qu/XeNhSDONjOdEQuYFDidTkQ/t2zfeYl0Y0UcwOdcI1Gyd8myjH7RyrKYKPc0T0Qd9xJBv7cGxrarl5wNlrxqgVRxivw4TaRhoCx7e/XGqjFgNbAt3oktCKXWQxOSPZhuzm0XUKWdl5bYs0YqAar1XCvFSzUbrqsGjGu2sl5rU5wJFK7Pz9xvN2M6BGNF35+fydvKKSbyunK73UBgGE0T8Nv8kS+++DVvP39NqSsw0oLEUithW7jXjaenK9erdX29vIGf/PQn3Bcr6a+0YPolQPL+/TdWGuWs1BSiaam1Uk7fw6fTyOPtCUWZppEYIlveWLaFsmycZks25pypxeY6ptjnWWMla0HzynIrPN3u5HHgvi6M942lVmoU69TnAGxjGFlJo4EDLYklQdiWjNBa1Qda+SsYOJqSyxLUwJpXCEIOwZmu5iNmKhIi42ydMk3Y37P1qjTBcMWAYcKhPE6Exgro5dx60EUKQsTYTw1QioN3opMmyLyXAXX82ktjQoqMMbLlzO22EEJkaJ02Q+ywhZaKhuJA9r5XjvtmHM2XK6VpIlm5+dEWNab6j/5S3TtoNTC/gT8HUFG1kovpCQX3gRGwduYGsLxkFpmNiE0iJCVg84C+vkiwHTtkVT9/0id23ZIrOHa1A1sN/A4NCFWoxcBks4Hyyec4COiAQ/OHVA4aZyH68zTWZjQ8UgwWAvPhK3zy2f7JzWfw5JTlmeTwOmHro72/p13G+PPmUYd7/vTLWuwkGLgUml3tU2tn5t7hWbAWROYneNq+/8+kM6qDZF56Gs1+GJjse8v9Ntyu9zENQnS2TaCBu5/ev/Yqw+ZrA1ZGLYKomDqLBmtGRKCxv5sP3EpLW+OX4J9Z/PMayNZ9Cv93KwuPn5yDLQFLW/fs72/6pM2X2j/VtQaPLkkBycKQBkiBdauseWOcEiGObFUYrM0d0zyiqqRh6PsmO1sI6CxbbQztevC11OY+SKSK4RZBW+gdSWMipUDO2ZoSADEOjONkiSeFdfodgkegSPWYK4jpBx0QN1GTmq2lkslEdQRTEmyFoHJgm9lhYIK9FsWVYl3VtGQLdKtVO2/b2g+URj/1qM8/wtRwqkYrKwI6guzBVogDowQ2WRnVHNOhH3DK5qK112Xj+XpjyYXi4JNRRAYkDqRx7MyhvFW25Y54JhkRgpg+0DSOnM8X3r17xz/481/y+HQlb5kUIz/57DPGlIhD4t1PRqZ55vr0xHK98vzVl512c46JrVj5BtEOU902np+euV9vaK2sy930jsYEcrFgJEbYNrRUtmVjvEy8fv2a+1q53+4IHykV/vTv/AlP3/4KHERrpRNRIkxjFwj7+PiRNJiWyJs3b1jvCzWrlUa4wZjmiXefv2OMNh+WnSkgphgvCJqFeRgtY5mtzXcthfk0Mp3Oxg4qmbJlSt1Yy0YiWDkWlbyt1LIZM8GB6C2GnoUcsXsfgMHiUNtwrqEk0tquVnfUXS8J36h5P6BqMaSzrS/E9CQ0mJhireY0G2PAjJpVSe4Cc4NrIXSQwk1BGqxDzJQzVawch6pISAxT5PHj1QiQMTGOE2kYGdLI/b5wv73n+fnKum0MQ+JyNjHz5+cb16cn4uXB2vh6dk0MHkOlgNjYWbAmoJGqGxqgxAEJqQf29/zpMfnjvv7RF7/iv/E//zf5n/4r/zrbtrqjUn19msFPMTK6pk+tfggG6dTRjx+eWLxToO3Td+4U7NmQ5vTWRs3t2UjAg93agt5qnf4aG7If8SI0YdB2ELUOXyW3zJQdmoi3T25OjYNOIcauLVBLZSkZvK1nZxu5T9c0CarvyRg8eENgsA6TQdvhGcl1I4bAVi1oCtjY/eSnn7OtN/7iz/6Csi08fnxmGE989tkb3v3sD9m2zLrafmhujgJrVijFQY5kpXBbQUY/4GMi68amFcm2bodxZLmuSDIAqBQlhpHLwxmRwO1659v3Hwgh8tlnb3j79i0pJsZ5YL1XL+9uulYmVtjYFH0O2rzG4PX4dD9Bj8Biy2LX4gCSZ61q5b7cGaeJ8/nEOI3Uajpkp5O13Q2DCWIWrT3Qahki4YDRl7ZGPO1xAKjbVauLLvvEWpBu4teRQJgmggf4t3XjdHKnLoZPdDzg+MHHshuLJuXwukPCqDkzzfEXO88t6GpRl32GtqH05JECEic0ryi5J3CKdkUTPzfougeadxAN2ffYC+/td3SVshmoVqsL3Ve2bWefyJD6nqsVqjNrjCVqD1VKZrutNu/eBTOml0FDVTVWbgOoBVAlVPuMzqrdnLFyCGTgZRAM0kszwcZY/PyuvuZCiOi2g3aWvQVRIVRlGD0xVY2hHENgPJ8ppfD8/Mz9dqcJ+F8uF+Z5ZltX1ryhtZhvJgZIWoLI/BpprFgFgvlPRCsP2DazdU8fPlK3zDiNJFHWuqHVOuFKMBBtngZu9yvL/UqtmzG6STw/P/LzP/wJMQTKJh54ADlbULcWrssz97oyBMsGL8sNrcYKLdVKYNXB5+V25/n6xOQaZ8M4uMZEYNTqLZbV162amL63G5Zo4qaihbwVKqbfdHl4IEU7F4ZhYD6N5G3j+X5jnAbSODE9nBnPZ16lyPn1Gy5v3jDMs51hKTHOkzNrjdEWxUA+zerltw4WHMro29mkqJ0/qkiyuRECKVp5GtF01Kz8MdtaTMZU2NdL2/ni5YEeDGNNGoIkCwR7kGy/7YGB7gGOIBCN9akuKiMOOFky2c+74uNc3YZ6XNFNfRHrUIQFqL2s08FHVfe/7G2defACQGK3mHsSuu2TBkr8TRbjx33J4QHsvAumC+a+cfDy+BCEkAKDiLEBxTvNVfejg9rYx2RqP8PgzMR9cEKMhzJKH1fZx7sDz4plHkrd55IGjtu5HbUBzt+f1OjPV7ODk+1T9u8LramOtMoVO8C6L/99Y/U9P2vMF4nQNH3bmkXYy2xD6LIQuw6lM5w8dmjs4PzJorKxCiQxsMszTAaYOfCa1StrWiR8AHOiyP6ZantsdA3PBvDnYiX+7SnjMOxn/neeewdlGihshjxTa6KVnLerqoGsKQ183xVlL+XbVazk+8f9AJq17w8tUduyrf7HXTizPc4ItXjXixvbvaNHhA+tI7340Ym39XZjy4WaPaUZA8u6oFkgDF5B4Lp1ji1IsAS2nR4uO6GVNdde5WFla+43SYCwNx5pJYHEgNQAJVCoLrLtzDQRVAPTYB24By8jDiEREejYyd98/VbAo1998QX/5v/if8a//q/8t+gZ0eYsqZo2sFQHU8TYOCaNbxo61crGurUAU06lGfDaZtg+07MbvdzjsFQsGAyoRnc8M8JC0ROCa1Oob84XBsAy2SFE4mBOvRYTOVvXzO1+53pbrPVoA7gQ27DD7iBUVRPg3YzxISGakG6MJmw8jnz88IFXr17xp3/n5/zVL7/mqy++4f7xmS+2wh/90S96F6ZhMEfi9u03UDIsV5gm7re7OYTr6mVsgOuwgBrQkjdzsnobPoXF7oswgCpDMsbUMFQvp7LSiW/fv+d0estlzTw9PzGOicvlxNOHJ4Zxch0E5d27d5xOZ27XG6uLRT68fiB6zeaQjIn04duPlsXxLIMh/JE4RDQKNUbGNHTxOMtw2Pi+ffsWEUNiN9dlCCnw9Pwl91oZgCSRINUPI2+HO8AwDtRhoDhinsbGDrMMk8RkYyQVdQ0YSjGWF2ZAWgtr8SHsAsg4RZpDtiwYaFZRipgDmMQ0TGJodFd2GrsLIocYzVCHQG6dv0QIYQAsCGnB9zSdmScDjgwoqHzxq1+R15Vaq+mtEKh5tfHaFlJUpCZqThbkxta9ZURCMRHPulE1UyWzrBuiVnoVY+jimntE+/tzqSrLtpK9LEQkOmbnBrlWQjBR5JKLZd5TpHXCsXIS5dXrV8zzRIyRsuW9JMwdCaNuQ2vZ3krDrI28/W/XlWlZHudierlss3GNUdizVrjQLnZ2SDCHZEiJ1sUNDETIZeuZ8+qO1t4e17O4uVoLUFGKFoIjrqWUneavaqy/lv0AhpgIKVjHxWLPXKryvC7Mr97wsz/6I57ff+B2u7MV5bKcuJwM1KlePhvEW0SraX8UEq2aUqIQhkguppVDwEAln4u8WbCmVVnuCwTT/kgpUkrm48dHnj5eyVn5gz/4Q16/fn0AePSwdC0gUW1Ud2mpJVpmu1+haRxJH0tLlDvY2JxbpZcOPj89UUrl888/Q0RYt43izQFygHFMrM1xbgFNy9i1SCWIg862YKKX83RwSenMXBWhVCUEO0ebw9gA0KyNYWTf3R2PsDcHMHahs5SQXaqrAWvHsxkfhwZ8u2BJ879FPfeDsUdaudkxq6z9/x2DK2PoWocmC+qijMZcUCtR6VVY7fXagrZPAZHfzWWZ5Uh1kNfKrBxP62U7hoTVKuTNupjVYrYpBmOyMI37ftVK6eZ3B4G22nQ+du2PzpbEmWPV9vReQuuf0aygAqIkiXghSb8sYbSXR5YQdk0n/67gayWwB0O9iYbsmofzbKX30cu4sgegCiby6qURwUuOjGn23RCt+vZsJZTijJcahFzWDpxLCKTBGEfX65W63rk+PxNiYFbzdx7OF06zaU5u28a2ApqIUXjz9jVFlQ+PphkZMe3EZVm4Pj0znU/EIbIthZw3iijTeeY8zlQ1kH2cJlKM3JaF5XbncjlbV0vgdJqZxpH7shKJZKwxSQmFosVBduV+v1upY8/MG8NiPs2oVNI4cnnziuk8M51PnN++4vzmLTIkqtjYh3GiSuL5eufVq5P7ImYnQtiD9VbC2H7fQIGcbU6LdwQSBycH91k0WELMzjFfFyEyDAPrsti8NVuBB8tWV01rrBCjlQiK+4kHSIZWxtR9EdqZa7+3/3jJbLXkXylexqrWjYgWH7mtVzWdJg2R2CUrfBwcUN+20gP277uaX9q6xakqJbey1ZaHkf0ef8TX3/tf/R/5r/7L/yLv3r12OwI2UMbEcQ8GEQO9S9msI3I4atDR/Z00JI6C558C1woWi9Wme2YAjYZm09vZHBD3aaxsDbs/30cvmWB2zy1RB1DF7tmSEZXBgRwOn9OAme6eHef7cO/7M/ga+g1j2exeiw2ADiCpSC9zksP40FhZ7f7qoQxbxM5aP/+r7r7kfl8OjmoDjpqFx5NUu7YZbpMN3DWGae6AJ/29UmtvtEA1vKViSc/WsML0imr3n2g+bfNnGmO7ex1trnagqqK9kU9sYLO9++V8HGKvXda937KNp88rqk3RxZ20jhJ9Mlue5epmxM8kNZ8lYAkMO+9MAqD7MR16sOc2Rp2x/lv3Qq0GcA8xkabByvhCgENjknmeQOnaR6pKKNI1/5pPGKrpB9oIxO6rCoGgwRqoSAKy70OTbRFxoCgawzOI4S+lVjuH8w+zT78V8GjbNn75q1/2hayakV6HyJ5NOIplQTfiVSuiByFtd3ah9NbUoH2gzEAU6yzlNOCWkG/Oa3OSTLZCKS6KJTESNNh3aHlxYJjTG6z9ss0YqCGu93WlVO31z33dxtbC1Ov/VdEEOo4WZCbQYqDMkAYrT3Cdn6l3QrJMiYpS7h/ZcuSzt++ot0K5XqnXZx8vhVJZr1ffCMU0o1BIiW1djCnj4AfJAjAaVTo6+0gVtpX14wduw8gwnVzwELQUtlJ5fnzknIyJg4s0qlZy3pinE+tyZRgscFuXhaYJM43jLmRZN0RMM6AsNwRjSzTjklyEOARzXMdxcEaaEHO2mtQCMQUkRhLmeJSqthHFKI7L9Y7klfMYiEOiUpjGwVodhuDAXTLAJXjHPWl1y/bc1eehjbG6fF0pBUolSjI6q+yb3kAw9a5w0dBrp4aXGgnBhMNTTF4vHHyJWnbEAiEvWfMgOXtmMgQsmKvCtlXWNVMRHi4PFlCr6XJtW2ZdLKtrxqZSq+n11G1FtZBSoHJF6gMSJkRNX6lws2FIzhxUZ04YLc+Ct+NG/ySA/L25FMuGe+Ai+BnSwKSwl/iUUrnf7yz3hXVdAQskpnGyLhcAfnC2Wn4cqGk039CRRujBN3j3Sf+7A88WAEnXGqp+wPUsKLuT1ES524Fsn3l4SLWSrNU7A9kKCl0jR6sx5wLegcvfW53q2lGoTwav1ejHFNGktheyldNsWqm5cr6c0VxZrjdmtT394cMjJVdenS9M04msGx2EVFz3J7gQqjl8oXdqaqCFnyOlspWNshYTaB2tu90wjJRc+errb3h6vCJEHh4eGMeRvSOQARLt+ezrYy+T1qFSXHTXStQM5N1LKA7ZP79iCJZ9PQAfbZ6en545nU+QGojg2USRriF0/KxPR13cATKyaOxg+u6U2ruCyB5m9R/LYX3b67Rp9KmSYiuZFXdeTaC2EmhDdIDLuy3Yl656eSuuAXdw4ptj455uw+TsBZ88dXPe23txersGE4B2/yxEnzPMAay5WnlTcx4Pa/bHYJlSGmy8fQ+nmDoL6Oj79AzytlG1EGPy1+4Wt3VdtM9NhBTtvyFyfb663lCbb939Hx+rsqymcyXNuT4EcP4dR6c7HB3rNv0izm4M5FSoxUBAm589yNyz9VYCOwwDiPlOFqikvq+1ulB9Z41b6WzXNnM9sOqgsq3VNma+PhvI67GciNm+5q+kFAmnmVutLI9XKJsHi6WP+cPlFcM4GCB0vVI2MbAyRnSyQQjVgDWide21NuOmy+ZEBwvy3H9rDAxtHdpK4Xa9cttuWDmoaR5tZeXsftcpzaZ7pJDLRlbzPRKRYRxcE8znrzFbY2AaBx5eP3B5/crEvYP5IRIsWJCQqCFSqpK3lVIy7979lJwz2+bQi2ovGW7zOAyJ1uGvtrnyUv3u05fKuixmG2PwhEYkOmCi8cCglf2zm54oakwM8XOllczaOcpuVw7/vwnE039tPrxWxQh31QJeZ0hoW6Pt+aRBIBbUhRiZ4s6q3pm5tqDa3msiv7AndIKvy5w9MXPYA/t/QUtLBv24ry+++MaZknZwdHC5+S+fPoLHbqp46a0DBGKgY7N30MAD6E6HHngjRsexzxTnmvrZ1ZZbs21marTXO1ff+GZTirHQcJygnTWHpAYNIVLt32lggSMz7er3vTcy2BN5B/t5NJe+ZtottmPJ7m239y/ORH9N9JgieNmkSal4B7/2sheKEZ+cu+BgQTCyTBNXaoOm+7rtpfmHvdDuuYFo+xmyP2CfL/974xX1pXHwrQLS7Yccvqu9uwFY7bOO729VLtq/Yb9eJoec7iP4hIfvOAAHjuFh8JQQTNyhVAhx6C+RTz5A+3uPP/eJePFjZ6e59IpQezfwkIzlk6aJYRzcnTWQtKrFddM8+S26JIq0AZZ+X/t57etMLWYxLdDgzPXochjR/UXt58UUE+tqSQkNe0lo398/4Potla35FduiyKi2jg77JJi9Pdypb9x2yEhPd6oH5157GMRbYB6cTfXstIsMc/iORokNPrhIQNS0JEJLWzl9sNEkLfPn39+sjU9UiIlxmhmnmWnNrLmySivxcHHtWqzOMwTCYHo/oVo5QhATmBu6SKQDRqWQpJLYKPnGaTyTlyujzAQt1HUh32+Qtz2IylbzTzRH4RAlQFB02wwsCgGZRqPQd90ErIDYGTbb4yP384VxnJjGgXEcuN8WliXz/PgBuYy0jaJuERvYl1JiSIkhGetqmqZmtdm2jZyLg0QBLYbabuu9l0KEIJQQPMuFl8AMVreZq8+d8Hy7WQZDa58SpTDFZALX6528boSakXkmjSOBzDRO3WlNw0AaRmIcfL1IXyt4veiQDIFVCSCxM0e0YJuSVl7U1mE/zfyn0ltnt7bBWqt1GfFyouBlKXsXkdbBwDtTOSDVXrPlQtkqW7EioTQMTKcTpRS2dWNbN3Le3PE2WNWWZO0HlbVhVqquxLiZUylWnlb0ZnWvYd9zTa/HV6lvU91//2OI0P4prp3n4yUG6kRRB44MPIrcbo98/PjRyg5FGKfRgIgY+/vMIahobCwmaGBii+HskheUXaFC3QOhFjgBzog0UUl9AbLbuo+eoe0MTc+W5N4O3R2qXhKw30VsILUqNVSqM2TEu3s0x6EzUvzdRWunfjdR90L1sgfTGysFYw4pnC5n3rx9h2YD5T9884H3335wIVjXGouYTfXsWadquw2XZOVpWi1KbFhtrdUYPLkwnWfmc3LBbLitK09Pz2xb5nyZuFzOxkbwgnppJdAtORFaCsJAuxql09ctMxT3YEPY9QOkBTF70C4HKnOtldv1mZCsWYKV/ATCIOCd8mopVAfNCceVcvibT5+IQAQpzZVvDqoenNr9bcY4ke4HN2ereLLi09KkZtut45uvAW36bIc1JAe3yjMz3Xn+XptgYyXsx5Pu37j/v/ZfF88UNc2CLmSu+/tbdqjvL9+/Lzz4H8GVUvLyWHMmm9jo93WpVGfJlFqIIfXsdK2mjZV9HzVgJcWB0RnOpbgwue/D7lfZwkWBupUe5EJz4D8ZMwdIv8Px6fbJWCaUA3PKJ6cFN8H9oCDGdBuGgRijdRZUGMfR2Wf4M+U9oEmecY/WAabZm11DswGfnrFTZcvGQs73O/l2dV/OgaNSSWIlmTkEtGQDltRYT6VktryShsj5cmJdVm63K+uSzemW7F2EpJeRppQs4RLt/Wk0P24rm3XPCUI6gGXNvpfi87itSBCW9c7qXU+rZqTCkBLzOBGLMV/XspHJCMKYBs7nE9e1eL8BZwR5ImqcRsZ5Jk0jcRwIw8AwThDtXtUzzA2PQXZwLudMK91tc13VSoyiA32lVormHmDLwQ40bZDoQufdVLhtVDEGeaVastaBg162g9nV1nnO9nprflDMRjc7KZbxj03jEjdDHsPV/uXNn28sC+m2GvxnHhQ3QKLde9s+jZHcgluhxRv2InGmTUtC1WpNeaQFxZgOYruP9r2/P5f6NjsAB3oYhz7W/p9+XPmeEen6iQ2sa6SAA8HD3ys0z8N+EPb4UWzeq9q50F5i7J3a/eQeTIdg+px+U7vmcfOXDr7f8WlfABJ2hf5s+zO053kBMh2fBXaw52BiGyOrQxeHr+uAe0pWHulALP64QZ3h6fuulc9H2c/H41wAHWyn+aJeitXsrTUisde0pgld3epwz/90p+r+/Ptx9N3xaqXuL97m02REEvYP+J7P3x2Q9vltbr2PnLTy/mZ3vAJA8Y55zZfQjlPsHy0vJ+k3Pal8+nezNVXNPw4oqBDHkWFIRK8SOK7FnDdutxuXhzO4XS7FzhPpSSRfgy4podWYXlVBYrLv8c+LvraLC9m3KgXEGKEVcGV1xH1T69D8w2b7twoeSTSKtBmb7vXth4NpfX/yJjPInX0E5tCKUpqTHANC8q48HhCIlVqE1MCnNoj+nR4YhhBQp70TWz1p7bSyqtVqvxs4Ui2wtv1mTzENE69fveH95Yll2chbZo0BNFpGfF1orQjTkPzeRuKQKEWNNZOSCwqKd/C4MUU4xcIsC9v2kXN6R63C6Xziertyu9/3jLl69yNVQwjGwQyNU/wphXCZqMtqbCxv4T4MI4i3sq4LWhq1r8KWqdmQ3mlMDCnytG18fP+eoIXnp4XL5QIxsKo6HX1kXVbevnnLPE8MQ+J0OiOYoN79vrB6y1pBSC5kNsxn8npn8wx/C3TGmIhjYBpMH2qvCRZCSDw9Phr7R5Xo2jTzGUZMEO9+W6i5kOJ+cE1jYpgmQ3zHkWGcDLgLwbWqjs6HEGRgGGGpLhQXLdtWikIVE6rWm5dPWqTcDlM7T/eguwX9MQQTUvfguIMB6jTNLVt3lmAGrpUaWVBpjtyybuStEiQyzhPzZEr827oYM2bbsCzrgLC38bX8ggXCsQRy2RACMWZCvKFAYyrWWvdArWmXdAPaROCOUdyPK1j7IVdF+eU3X/EnP/tFP1TtaodONaMcrEzg+emZaTIQ4nK+0OqQe+YXHBz1zFs9Un7pYyioM4Vsz9UAbLWzCzqwRHNYYtd5geaQWYtQm1d3XpqxV/XW14criOmP+HMGjL1iL29uXjRNgFoRLe5cSK/xN3q4lbSplj04VUUzezCcBDDg8n5bOZ0mPv/ZT9Bc2e4LosKvf/kFT0/PLPc7r9+9Yj7PtNbjNSbrGukZvhgjkgSpxboYVStvrbX2lqOlFt6dzkynxLZtXG93nq9XQJmnkYfLiWEcSWNCBbZSGONAA4IaYCcOkJRs+65pYbRSrhfBuB/OIRwO8sOv2u7PZePx/Xtef/5ZTyBEPxdKLZ7Bz5RiQGDzQJpzKs2D8g/WPqX2w3r4Ltp6QPprupPuh2h/Rm/KELysugGJWmp7NPdWgRqIERcy58X9AF0cvMFZDZw7unqfWoie3Dks3WZSGnvJC6AIYgCnEJwB6jvh2Eq3BxzqN6f9fz+GSzxZhDhbwksxzI/dg9NSKtu2UWplSLYPSzbNPPscseRHjM6adL+ktOBJ9/WMW2dtY+Jrgv3fRxtla2Nf858qvpqtsz+BwJa3rgdTFULU/roYG1vIOssN40gthft9QQROpzMhRrZ1s2YUAhAwErADy+6nWTmMM36tltxbFBcDekshryvL/c796ZH1/XuTIagFzRsBcTHnSl5X8u3GaZ64lYVxTNxuG7lk5rM59Y8fP3K/3wk6Edw9trGsrg/SSmht7Jd1YZrPbFvm+XalVGWcRubTZGXn60YSSONg4smlMqTIHCdu653M2r/Bst+ZYYxIgXvJIFYWMsWBy+nMMCTKbd2BtiikIZLG0RqyDBFJkfnhgdOrB4bTBMNI9aRQ9PKxMe5lhP0h8TPGwQJlB5jtnNs7Xcaws2RbcizIzqZr5yBtZ4rve6UHw+DgUQPpPSFhbPLNgdRMyRUZK1EiIqY11HyrY/woRHu/g4xaMwWz56XYmdligFKqSU4g3T6iUAQH0BwEFaW4L9TLKJ1Z1JiowXXIBNPlw89sY2cV3yOt/Fa7iP6P/dq1Fpu/57CCGIuridw3f8DOUYd+FA/a7efF60tbAN/ONmvp3oA593XatIo4m9CTqZhdEayZjJ0z3rTGmbTNuoUoaHVGbPOrTJ/ES7u1J8po9/sbriNjqgNgHNkzPgjf8yGfljjurqZ857UNlYvDZDIjsjOchkEoYJUIDbiVPXq2EuLdU2yD2IgTrWSql0+pgfuNEVZUyV5pcSxXs/mWfT5+yKXtRLbN7kvh6BxZ8kpb6Hn4zj6WOGCtO+O++0f7F/XnbXIQzq6BQtWF1mEsQO/s1rJQ5j/vFVFRmp6evpjzF/P/8jH3v78cMreBu88YxLQy05BM49Z9UfXnUoFty9xvN+7eXKu2zuMuH9PWh639QI3GLKpbcYkMs49SzWYrNKEvWtknbpuXbSWkybq9+Y5qwvI/EDv67YFHirWiHcIxUDHAI0okN7RYMcdQBKIhobpFBwz0sFKqK6XvtZoHP57WMSKgHQwCjL5IC8q91jREcm3urgVFtbZ6Zlt4QQJDGlnW1ZJc1R0qFe7LyvW+8Hy9s6yZcjwLfJ23LHcQ66YWYuR8PnNfN7ZSWfNKvhsjZrld+fpXG+GnPyFvmy2QVuuKcHn1iq+//IaUIufXr7g+PsH9CWQAP6xiSKR5Ig6R68eP0GrXg8A4eGc1M/xBvJyrmCAt2TRLqNmFNxNlW1muNx6//ZaP33zLq4eTl7LWTsVuWcW8Zd59/ta0O9aF+83GbFmspa3SWoabeGYakgnehtgdqhDERPNowCLc14WyZQvMRahl4/nxPajpjMQUUEbSMBNPE9t6N4ZIp6BWJMAwzcSYzFEI0creRNGyQrDyMKRQGytsGJCSzdHQiHpAXXOhlg1RKwNqtfD+ZVZXj7VElkOAkKIfduI0weac1aZNAcu6WnDpQaRE7dZpHAZyLRBXqEpKM5fzidP5zMcPj1yvz6zramCTQF5XpmmganYG1y7Sh++3FBI909MwIPGafdjn4Zhxgn7AiKPV+nsmmA2wbhv/g//d/4b/9b/232Xykr/uH6Hc7ytle+5ieW/evialwXWo3M1vazZa1pembSAeumo7K83JqVEJPfPpGTUN6IC17uagM6GKbLtj05yFGFr3Kxtz023C7GTwV+6Mb/O9QmSYxv4sYCV79Gc2sH6I1uK7ZEGKaaLMcu4g0abZslZkCitalE030EgsYt1zfDxEhWmaeHq6Eqoyj6NpnLxWrk/PLNc7H96/N2AoBsbBylNFrHMXqiQxoDnGwLpArtmYR5ux7JZloUIv7dEauN9W7rcb27qgqpxfn3nz7h2X80NPALRMOyghDA4OwZ6vttKhcTSnYgdgulfQ15FIS2TYa7RYYNsYYTImLg8P3J+eOV1+4g6EdGeiBkAdUDwCVPbpvKB3715nPxNDlN1YcoRO6ICWla+GXlJca+19WKpWNpQpjH2d6fGr0O4hiMiexfxNTqTghNjg7BW6o3YEcoo6UbY/i7uawRwfO2j08LEeVhxKNPstiHg8sIMi7at+DD2NSskGdIj2DjDgZ5M4xdYDylIzOa+m5zUmK8HRVu5mgFGMyR1K2wN5K07tF5r8U+hdRz0ocw2SkEIPNkCpWsAk4OlgatPXgu8ASC07nNk7vwQgtPJddme7sbaVFoR64Oasx+67YeAH4DkX+9zqUgU5W6l8T+yEgMZICS/LNI97KEUr9chyo6yZJWdw9hb+3VaKpWx5Id8ry/1OCia4fT6dyQtoMQgToOZKcb3BrOrBVuGW75axRyi5Ul1PJZcMMZq+BYNrAI2czidrApI9K766v5oL13rjMlviLW93SilMaeI0z1zOF8Z54q/++muIwjAPTOeJ86szp8tMOs08vLowv33F6eEV0+WBdD4TTxOlBjRFY8uPM8lLJ8Yhcb/b9zQmnHq2G7Ekw+VysSC0OGDgayom08xIzjbvCYkXtsHGAhVEYVlWhtE62OWSvWOc79I0WJMKTRixzJJfQcTYVEOilML9vlJrYRwH93ccxLdNZawqD5bKejftTT/PQjSw7Ha7295UW2+mk5W6nZcWs7gdahUJzRanYW/PbmNWuhZie/paKqXk3qG5mbOqBhD/PlwW1NfdGWwGQZ1F1RzH1g4+Ce0ctTlwcDGGPgeNzdrPVAFkRPBO2eDsw+C2Xa3JTym73Ea7P9V+a/0Y9L1ojJ0WIzprUCta1KU8FGQvBbPD+DdfR8Fn+5oKvfrA4jzTCCwdlN1LKndWZv958wGhC2S3xiwqtd+zf5uBttNI0n09qUsEIJDwEvjDWRsbRFsNAG3AUV+MIYDv45q3Pr4v/JBmz/2fP8Tbb8kQ9UOkEkwGI3AAa3fQqBzYWyI2qq37mao3Yjh4Jq1jWu0n/ApkI2scWPUGcDbfORw6W8oOcPbvbfPTnuEHpJ6OgNen6BFQQ7T7dgxCK+RtM7A9CVqqN4gwYHoYBoLCr375BT/52edM84xoZLmvpBDR0uLHemDiOjsTtbjYWWi5VNYtk0vGOui5j2o3SRxP5qcF96+a9hIOqPyA67cGHi3Lwn/zX/vv8D/5H/8PGYfJyrhEPMtuC6HpddRaobTNVm3A5RP6u0ATPqiuT3TcBOLaGDhjKTjSH9KEHFtjSiAFSGHlWqdu+EQCVbKVq/V1IB3w2FZryX1bFj4+P/LNN9bNattKnxBCgGwlYLXs9d21Vr786lvS68zDw5laDWXUrAY0YIyZ/+g/+n/z+Wfv+PxnP+Ph3Tv+8h/9JSg8Pz3zH/tn/pR1XXh+erJNHkdwkVYZBsTRTNPk2ZjfvGW5r5CSjZMfnPcPjwYmobAZrZveUWOAWrg9PyO1UrbCcn1EtxvXjzcTeM0rr9++5d2718zTyJdffkMaRr755huGmLjfVm7XhWk+kbfNStS8s1BVRVPs6GstwcoP1YLAy3wyVsGWWe4rOS8EhXGMnOaR+/3G6O3mKy76WjdCHfn4fOOzV2cDrPKddSvcbhu1fCTnwk9/+jnTNDKfzsynmeji4DUkRIziHdNIigOqYuLQIaBEiqPTVc2JFDVKfNdo8Pm3Uj2b9FpMi6kDYyH6Z1TytiHZNmzwDTuPM8u2MAwmpKZgnfy0EqppXQzDwOl04jS+IUYhZ+W+rIhExsHay+eycRqVQDYhdyzAbIZzmiYLPjanUrejRpValHXLL2zi8dJqAEJgB0k6WvF7erUDW7zUIm+Fr7/+mrKZwZ+miVevH3j9+jV5M2ewlpV5tk6Mt9uNUqp1zWqZi1aOKFinA7HAT6tSxMCKEAJDO9w9w1dr03tj70yjoFi2M+e8O2xwCMgdzHOWUfDgHfF7KKY5Vr1DTdlcuyEGb+udqEskkKytp9hhfXSGjQEXEZrwSJt6qxUX/05poIeXhNSqrKui3l3yZz/7KV9/+RV52/jw8YlcK2/evDaqbhQSyYJihPMwMowjz99+yzSfEVXef/uB9X5HtZLiwOk8k0vmfr/z9ftvuV2vlFKIceDzzz9nmDzIICASO3jXAuFWPlOLtZvdSoUUDs5ic5qFVnYtQV0nTWjtmIODvuNoQMy2WVOFXKtpkHRnyM4vpbGDdpp0AxtfAjjtHztI1J27Su8uZHNkleLF57xpleihI4qtt+YcaQc38fXatXKOlxy+4PBB9SjwaSvKGK5+gFp43EoGrIzgb3bR/4argVftflrZdr+XFw/XnfHf9ZXzRinV9fzojm0tmRgn+i7W3ZluXWy0KmncNakAslbWdeV+v7MuC+uyUkrl7bu35mhvFdXVwWvXGxkTQ7DGEK30oemy4Foa0TX/ULxlu/S1A75eqonrA/RetZ9kZRvIXcT1UtREg3Mp3p7dwOsixUqlcEAXZ6hULJmnUKv0c9ZasZuPpV5a3MAydSbvEBM6TpbRjhsSTES8Lqt1mcu526kQI68uM9Np4vnpmW0xm7IsC6d5ZskLdVOGmKzL4wb3bWElU/zUzCg3NnQJpDCYXwpsOXNd70xqgv5lyYxpYJon72xjotmlWAdEVNjY2OqduEbrUjWa7YshWnCnldv1xnyaQVzDyYPFihrD63RiPl345sNH4nLnNZ/zeh6ZzmdqjKTRkmgSo+lf8gnYd9j6tarLYboPIQbQpd5RSBgH04My8ChZcxgvF9RSrM9IFJreaSmZWK1xzd6AwhK3KTg7z1kliHUkFlGigzU7ENNE0JUYkvcJOAKV9QW7R7U1CFAy1hBEw+CMKVuvKURkNG0oMEColNp1f1pZdmpngydVTPdzb+Ve/DwotXyibWSD++//+/8ef+9/+T/6pzUn/3+91H0AjkARoJSuw2e+B87uONhj3IcAVlFSOgPs6+yw1j7BKhz3/m67+3ZPlXaet7NS0FZ43llMEashP66DHdioao2bUDWx4lB3AKknJxQIruHUPiewK/y4Hk3vQPv9580OTOy/b6yt9jvzzxRqY8d9mkz63k82Ox1j91caoMDBbjfpVlqs8onNLq066PDzTxk34qPxQ0ouWxOF42ooBMJBdmAHJNnHpoE6IiCpM7QBS6Y7k635KSHE3T4hL8a51Fam15Kwe8diEe+aK9L9XPPrAqXsDN4Y2p/on2egaQj0BiD7/bP7HGJMXBFxvSpfeCJdJ7XWXQORhFfFJObpRM5PBrDW6sz00p8LsO7d60b2zqmq2ZJnYuQHvGIlhoQm2y8NSGx7LzmLstbqwtqxa1f+UMb2b1fziF14Tm0fsgNHvlhDcMphbS9wVM26/lg1WgDXyMFfZW2wBYidDRCCHT5dONEtlBlzr5EXTAS4mSG1/+pBrEI9Y9Icppyt88XtduPp+sy37z/y/v0j2+a6Rhgw0K3gMMNwoo4TmzMbwmkmPz3z4etvoBbSw5nxzWvWvPL6zWtEjEr2+PQMIkynmXEcWT8+og+V5+uV+2rZdsYBNMGaAeV0OVOHwLYslJz7Dh2nkW1ZqIu1fi0iJpDdFkcQmEf7s2V4fCZ/+Wu+fvrAh/nEOFk3qdM8EMlsy5USg3Xj2uwQzttKXjO/+MUv+Pbrb/n44RGtMHkXNqXpsFg3i3EcrevGtjElW37D4AnYJVvgjLA9LcQhIlHQavP16tUrpK7crs/kRmteCjkF3rx9Tc4L6/2ZSGUaE/M0EPYWRcynM9M8E9JgjCMxxzAOExIHa4sbgrVJBt+Agfk0c0qBIcDT48b9aTVHJ86WQaYSAsQgOyMJa5VYC+TNHB3te8ENiRugFtBG1yYQLzsYxgndFpZ1owIPDxem6QHdIsu6cr/euMwmxLmuK5pXggvRVjdtwQEqVWVbV3IunM8npjmyZevCpw3NbjV8WNbI9pQZ5mNnhk5jhRcHwO/bta4rYRQ0H8XGrezxdJ6Zxonzw4VxHFjXlXmeGSdrV7qt1ulvmqZ+6BmzDSIJkVY22ByLl06EuTVKAguGqjobw+Y+9BjYMhRddF4V1DKXw+CtU92fCUFIITo9fM/wiCpryd1hH8PJgr/NHUToIEJj01XP4rYDQjxjpK3xge7OCVT7PzEwSh2sPJ3PLtBrn7tdF2JK/OEf/zGffXblfr/z1Tdf8//5+s/4xR/8AT/52efM55llWWilEjEmXr/7CdePH4xtVHbdsGmcmIZE1covf/krsm6klDhfHrhcLpxOF3Ix6jOiBLFDeB5m1PWFmt2XFC0wSBEoFiRrcVp9QJ252Aa1iaZWF0fXbSMMIzIk8pa5rSv3ZWUcB+Z5IpdMPYBXOw7iIF+tXdvKxtsZaC403bWH8OPte0qLPr20NvDxpZPWzjUV+lnZKfzN6cSAqQbRxCHsdfLsZzWf/FuBpTl8sv+sOS3Vv8Pa0P/N988xSym86Gz5EsVSn5fuHfZuPb/rK6XR8jfVuqkp1m3ufHngfrNkwThGAzjvgS0bSynnzPPzlfk0EWI0QMm7PbbEVIiR0+VEkMD5PJGLBdU15z0zLpExjczTRMzeatzP4152Eg7g5SdDttsEd8pV0VpI0pir4oFOS4TYFYMBHi3QR9UBhsqyrfvnp+Brz4Nv9c6QZQ8/Ytdy9PfIwZYGuv5PGhM6D+TbSs6ZECIpBrZg6yhFYbqcGaKwrjb2wxDRWvi4rl2cf90WqKWzCuy7MkMIUJOVQln7DFr5inEyXXsiK/Vuz61AWu18zqVwOp3M17stlJoJEsmy9eff8sa2RObTqZ/becvc76Y19OqzzyzBGQNpGK3MP7ggagqEIZmPFxIhJtIwkeYRZDRGTUiWjCigh1LDFyVs2FkSnImFB1MSDHgbo/kVg2tIRmcxS7WwXovzT/xoUE8Et+oASyIHyFDyRi4VUmbLmRQCEhKf7u/GNB81kfN38W1jINnB5wABAABJREFU7BprqjEyuuC72v4rB1HkVgK6szv8uVtALS3wNqBrHP/JoVLX5PL3aa2dAdps2T81eP47uNrz7IF+OxvcHjRwRqQDu300xeINibzQwPqbLpHwYg22e9j3vhzOlAreVClETyb0hIFaCXYQrCOWyU6EaD52Kaaj2qQ89MU9yAv70r6zOPmhdxTtl5XRfd+Vc/7O8xj4sdsVS9A18FZ7047DO8z/6P9soC8dkGj7yoNemzePN6imVWkgvY/fLhzp+8U+vfk0ba/vY3BA+n4IeNR8CX9rKyzqv6+Y4SZSFAdmbB1ZNzdLTRhA1MpjQ/drW2c3us2KNg8ivXtl27vd39Hg+AAGLiNdE6vPUQV1Ni4hUirevOX7r1rLnlSpx3H0mDX4WETA5UpCTD5nYkwjZyOHFAlD4tdffI0gFlu73zzERBJhUfPfdzZVdLA8mm8U6fGZRuuqJgHGPmfaK6JiSNY0LMQuaP4iCfgDrt86eOQNnDGX76hhhC2GnuHCnWj2jgkUorYcVzWUzn1EDbW3dRRwSnRTSm+bw9uOv4BBhf1M6fmu7/zJpThd1YK2XLIFl2tmva8sy0KQwL0WbsX1hwpeHqbUbWG5GkU1xkhdTY9G3ekXiSaaJYb8BoFpGtFqNfXTPHN5uJBzIY2DUXxVLbhJpq3EkAw1d/2D1ulJpom3b99QqrJOI/f3H1jef4BlsXE4PxgAJUbtJBfsRM4QzJkqeaWmwBiFMAh52YjBMmnruprYZK2mHaSRwUuzQhAqwvPTlVwzUay7mLpAtHigVLaP1CExpJH77c6ybkxpIGDsj1oKmmEaB4bziTFF0ELZVrRkqBnBupedppHTOPD84Vt02xCphJAYB/vueZqYxtHAsGFwJyqiMRKHiZCS1cOKO2EhkpmJat23FCuTm+aLg0OVst6shK1mN/4m3Nlq+Ft9sS1Ntfn3VdcciX1ZeomHI8ElW4B8Oo/IKmwfnwgxsG1KWZ+oy+ICwsVYH8Go+jU2PZjaS+WaxpQdEqBYK+EWwIo0XS/fHf0QOt6tG8da+/7tJW//9KbhR3Gt68q2bqzryrKulC1zfjgzjVMHiooHa+uy9Vbjx8yM+VZKSJb9ahkS8A4zrjFjFHvXvPLvVzGx7WaJjJZq2XpVqDX3ji+tA007LIdx6M8h7j/JYWEpUItt+5pBZGAIJgjfnaCmz+WYe5WDrhVm0tLBmbKzeQfne8vZBozGJh5qkWgaRqvL1ty7TFkWOzBPM68eXrFuG1/++ivGaWIZVy/7sozfulqZwu2+sq6mnXY+zZaBB5b7yuPjR5Z143KZOV3OPSO+LHesJelI64CJBO7bnXGc+/M0Z1EAYrJgJ4DW2EGPY2ZMQtsjDqxiYxHFWBXrasB2iIHLw4N9t28UKz0KO6DigZll45UqhxKSjpzQt6QCuRYG+Q1Htxymp918e+8BOAJz6oOYqK91LPue3awV/Z7OJcfLZI1zdxq1O9NtIe5OHKXBld/vcB+vCmwqhyZaLZf9qYNNd6Rt3fv/yo/IOh2zvc0/8bO/LLUnqLZtQ9He3ON+MyB1midOpzO1VpZ13dkNxexyLTAPI+lkAI2VRlnJ93K7U9aNeRz3hJ2DQlWLBR8pemLJGCI4+yiE6OU+7ILPh2YVMTZHNSJBvAV0ITXdBTUnG1wyoBoY0nRuUoydJWJAU3UGpheFiFgns21vC9+A7E8vA4sid08sxRiY5omIaYIElPMwmm+23RnXgRCsjPl2vxPHxDQN3Je7MbXiYPbKAYBxFGaJbKVw31Y0b8wEUrS2yFQrbVMVqIGEMA6J0zCw3heUQtGNFBMxCWEYEIRluVOLlYuv3AgrpDEQiORsPiyqJBceN9mBwDCbQHY/B+xA5yc/+ynj+cz54YHpfEIltmKiDgbvy1J6OW11VmnryDMMsQdw4p/ddp4Jv7fyLVqedv/wQ7zZfIZhHFyQVRD1ku9genut9KzZUvGSMStNS0RVfy/GENiMRbafSyasbeLfXu5Zcmf+VfAGPDtIGmPsQIj9/BA0fWI6OsgkFjeIN3g4ggMtOXMUAe973qtxv3fh/kgvratJO+DnY2hi+tGf0Xwcm98j+txASeiAT4u59JNxOf69xXafMEab3pbFboE6jYQl0w867IwwUW0HOuPhvFPvPAbeEt2ZlcmadrSUyM64Od7foamEmm8XZAcijqXltTGQlO77f8oe+t6SMLH1FbwKpsfFh2TV913iwNKxTPjF/Ik0TM0TTqHrebX92vw20+h1jcsYDp93AIJ+gLdfcqUWe1/vvCiB1n1vT3hJj72tk2agMRL7N/WKANxuSR+z6PNuJcMNbN58/Btw1BiB+9jEVs7voX737Tg02nLfdl+/gofWL66mSdSTce5rmbuullAtpTNdO6tR1ZsHZESrlf9ijaVUTWf1IV+Yp4mUAuuaeXp8JiYfV/cZSUZcqe5XgXrJeUCqcY2aNh3qPlFtNlYo7OCcaVN9j1/1N1y/ffBIGw0MuoZRv0PtTkRfyFpR2euYezCEeC1yA3iC0aDbeg5q+j/Ki8HKFUwI8rARPbOuQb93sJr4XTkEbWMamcaR6/IMUbnllWXNLLWYDkzx3SjBwJjqwUCpJgSLmnNWMowDRSBvmctlRiRwv10tKE3J9Cli5HQ+GSaW0i5yliLT5WxU6nU1l12sXCKNA0sMrKWwOcNEgHW629iUG333du6d2mpfF/tdFKByOU+8efuaeRz58M177o835nniLibi2dqWzvPMNMzc74trMGwIQhwnZGuUz+wZd6CsrPkOFMIwEoqBILVmo08aVIFLLwAFrSasWXNG62aORS0EUaN1B4FaWG9XhEaBlg7IzafZgtjgndW0IfA7eNkBZmnZDdM7gtpr/dWNQEwJLQkTZWsCy8Y02bYNsdt52VK77n9vRunFPqmmg6JqAWhVQSWybYk4nBmnkVq8lXOp4Id6DQGp0rO8vZMCYl1SXmSDAxVh22w+0jC44S477RsXiOynfaO17mWYDSwRwYPO38/r//Tv/N/4z/yz/xwP09wPgTgkXj08dGHbrq/mAb6NQ/cuelBrwLePYDPU7IDD0QnQRq32w2vzDNULobqqDF6a00GnsAedItUptEJrHW+gtzlHNdu/S1G2tZBC6s/UHRhXLDR/pTl/7VRtptXaGoCDDSQi1q3PTLM9X6u1t8PfHCHwDJE707EFp65VEWPkfDmz1sw333zDxw+PxBT5/LN3vWzvdrtzv91YNxd5TwNpHIlpMMZd3ljuq3WInE7M0x5M5VpIITLEPVABY9B0KrDjIoG2N/1scAerORgVd8A8iOpT1faA4vTm2rNQJuhv5RG6GXhm7XcbU017QNNAj/6xPavW1lDLumFaafqpBekfw25e/BMr1JItE+XjrkX7nMnhXNw/5XgdQMa2/lCa9pbIPlD7J+yf2cofLOmlHSTYndT9vo1hJH3tKR4UaPvew/3JPnatE1b/cwhef5fXMbN8BJyti0pLFhjguDqbMTUtmWHwUlUr604p9TLJGoRYAzUm21tuH8yxDhCjg5H2+rWUHvB3oDQIohEVd8J9X+KA8LHbJ9heUX2Zla4+0BKBaPu+aGXzBKDZwDYW1RhhrnGE4E0PQy/ZzRhDxHRAAJRYheSU/BAM2E0hGFC1VVKFEBI5DeQUqUOCYSAm38dbhlSJQRjniaflDiGwrKuV7SKkIbGtq2nrXAtDnE1YHyF70iQNAyEldNkgW5e0wfdUZ7BTQWLPLJ/OMw8x8nhgHYs03RzPHG+1l5WvDkxMeSQU09KptTLEZMlF9ylCsPL/cR4ZT6OVpaWBkCIPr18xPVxI04Sk1Lso9dheWulH7XunMYxV7YxpekbwsoSmnf0+obuN8iCsNTfZ7ZD0fduAo+6yh8gwDqQakearaAOXfb10NpEVzIUQiQE0tGxzsy+134v4fZZsJR82N7KbtabRE7yVSNVu2NqzfWo7XjBeOAATB6Cjs470kNTmgKccbuH341L2aF/MAAQvEWwgRN19GdGmrdKssIe6Goyl5NTZ7/N/7Se+xr7zq47u2dy2gNezCo21017bgC51DaX9N86wjLtUQdef3G9if7266LPQ9Sah+Vv72XO84R2M2J+x7Tn7+77GglhHZg5nw84AOcSr7J/5Enzav7vt7xeP4j6rff2h3NJHo7axOdxDCI1Lue93XoBh5r+0Lm3Hc01K7ePf/Ef1aoYadpuw44zmVxhTSvprDfxpUgEt4bo/dxvPWtw/aN2y+0vcu2q4QQfCGsPLGGQ7TCWfvK/58Yfv5LvX0Qa0OKhpgRVvPhIbacI7dLd5kSh9PSf3Ez98+Mj9+dqVtJLbdNHA8/PVPkP8U4JY18qEEUm8OVK3gG2gTUiymUoamli0It7RdQdHX66ff9L1WweP/l///n/If/Kf+7ucTyc7XF1QDK9RpRbT0gjiVOW20PWwhKFbXj3Uih4Wha2BhLXnrF3kzjozCCJ7uZZ1zqioZmuv3QL6tmeDIY2iBcGcjmGIDElAKlUqS165rqsFVscNXaqBRxaNmP4RgnjrVl3ukBKlVvKyMH3+liENfPv114zTQEqha3iEEJjnmfP5vG8Er/1+9eYN1+dnNmc1jPNITN7d7flqegkpsQVjmRA9SkqTMZdePLDfN+DcPd68eeCP/+jnDDHy+O035G2FMTKmghYT60zJ9BimebJDPm+UbSMFIchI9LkQpQs012KioHFMpGFAywYU0EzJCsE20hAiotZhpeSV9R6sA4GXiLXSjcHn73a7kUslipKiCa7hTmgzot0gi29md5qa3kNbU9H/G9RrQo+Zc/Yys6BGuS/VuwrW6iwy6cKNvlhf2ihfr01zCCqVZPugGvtDiJCNmTZNE8MYud9ulKpUsTKnFgS00tBjC06jZXuXCqemWstIE7JXhRidKtrf42tM1NkizeBYTW5tQsu+/4JIY9H+Xl7/13/v/8GfvvkJw09+zjAkY6fNxjhCW6AL6IE+2w3t7iCE5gwdA+U29ccSJehZAoEOFpVc+NThCDFY9wdJNOH3T0sLcrG2xzFoz1TlQqfaG4vT1mUaxxfU1B7UHW8u2KFq1GrtPmCV5ogAEgiaUAwkrrj/4vdlpVbqNG/rMkOtSAPgnJEnmKM0ThMP8tAFR0utPD9fKTkbSFurCZirMg2jdSuLyRgV9zu35U4uhVevX3E6zUyTaYqY/ogLlEdrj270bwEJLsLvz9McRlXrwmJosZUZtTgJBw/NnfQtbf/udO8QqNlFUtXmUIJR42MpRpF3h1tlBxV6zX0DGSyNCroDzs0ZEPE1tXvEL+ew/8cd7baOnV1o2EBAivQStZhCv+d+vXDEXrpODcT6zhvE8ldRtdfPs7uoPagDs1mtW529twV9HhCgLx2ZDnB98u/D7fVAQV8CWb/Ly5ox7MBOc6xLtW5ktRjrKOdsIH4IDGNiGE1kue3XmKInX2z+EwEZdqcvRss0tq6mAK0Llp3NpjsU/ee9a1YDPlTJuXThzlqydRerxcuU++w4WNpESR1E1ND3tIiwueak4GUlQM5KEIiDnWvVE2yt1LVIcZ56tc6O3q2qAGEYrdU8FnREsLKkrRIVhjigIbJpZSmVrRbGIEhKxNG1cyRACGSFGAfrIOgajKfziW1ZUfexiIK6TmRVtX4pHtRstdgfMkkCVb3jXEgk1G1K6z6WkJCQMFDKhhQYNXI6XRCEbVsZZGSjULBgN2Ml1Ij0dRLGkRrMfyKaxmcaR8bzzPRwoqoyTDPDNHqDlmCsVq1UB4SCB5DaQJKWxOhlzuZ327rxEgtaKVfbZPsZZ4xYT/LpbsdsjqSfKervF1wAt+7fO46j3YuLJBtJrRk1+9M0jF6wKw4C3xZX7H5JDNapsdgP+tkoBxtiwIHfE+o2t4Xa+iKSkuP514yMg6ZHkszOdLEXKiBqQage3vr7cv3Zn/2KcUi8fn05+ENtreDJ/Orlr5ZwNS2io86QnWXdn/CfHUOmF5fwMokG3zto+5p1G3g8EAUHwGvvBuo33H3Wxuy0apjGqG9W7gjWGMCxJ2E/OQ/7ovjuA3Uh98N99jPQv+sF+HJ4piNI9Ckg1dZju4Edy9VP/tvOU+kxSFV9+b4Wa79gMPVX7PbPbbn9L7x4vbgDFdhjj/1bKlQbYWlxW/NQRAlqfkJpGscH9hZeWn/If/fhtpB1j81E9OUsHMfc7zUE8bJ59j2q9HfZy8NhTvfrWALXky8tpAxNyxmgdNZTrTBMQ7dbzZez8kln60rowOTz0zPX5yufffaZayGLN+5KBnYVOwvoTFAv76ttkD4FS23+pemBoS7GbuH+mJLJXIDtFaDKSzbl33T91sGj/+3//t/mv/2v/tc5//EvqFXAD1wa4us8qrZhQ7ADs3db8+WK10TWhug3h0asdpIewLkjUp1mJkZLPOq0qJoqvuYFDbMTL4XeGSBnklaKFWUjWqllYV1vJsh8X6yetRjw1dEMMDHrWn0ybVIleccjIF9doKQUJG8MKTr4olb7TSY/bjw9PjLNJ1QrP/3p5zw+X3mICQVutzs/+9nPeL4+U6pyvy+eRVJiigyjZamslW81J6w5sW/eGNqdnWVk8KiV/G0F8gZD4jSPfPbuDVNK/HkyoOB2e+LN68CS4boVTpcL27Lx8HDmNJ+IAlGslXy5WSv7IC6C6Jv3iOaGGMl6R+uGlpVNCzIOPJwvzOPM9ekjeSuUoiyLot6yOCWb8yAmkhlC4PnpkRIiSV3CQUyU9Pq8WVv7ebKNHiMhDi6YnUjDSIiDrSFadt8DQg3GAGLPoIZoApYZ+sFkDDNru40vQwPmBSnNwEZvQ23rvKKm5xdM/6tKgmq6KjElZ7oNjPOZnFfW5c5yX1iW1RhX2miV3wW2Gn0yxkh2wbVa1Z349ke9BbR3K2qWMBwOJ8/cTONESonlfvcSLNc8iLFXYPy+XiFGhpSY55nT+cQ8z12Ys5X1fHqQ1+7I2tX6dDXGYjuQVV9mMgU6kGegwXcdJXGQIKVIJEB0e9Uy17UxAkxfo6qJA1owKC91UWh+VCCm705UY/kpYuKRYXesDLd1dpmETn/eM63uRghdOL6dWqqmWZI8aGxgR9mMkdmc9xAiQ4BTFPhsD2p/9Ve/4r1WLpcLrx5emfYXMEwjY0rkvPF0vXJ9fOR+v4EI796+MTH4oGQT3WCIAymOBmL5HLTWzSE2N6iNhf/xpENt41wP++HglPW58vFNTZ/EgQDFGbViOi6NtqRNf88zn4FDgO6OWIrR2lN3h/NFHvAA1klvd7u3vzbJWU+x0BCkRv92fljPVLaOgTm30nJ/sHaehgGaNHHzy/ti7R/P/jZBpLLhpZESzO4F18YooZfQ/ODrZTq1f/d+nzh9XQ9r8McRptUuEt4YHKGDu02svWU6rXNjZJpGY5GEaNpQQBQDZyp7cJ9SciDHMp17qbQzT4OVtJv2Tt4F9539FqIwxMEAm1w68NQz4qg1vAh9+e4SAy2Apq2p3Xk3f80B8kAHCWMDDaQFTfbuJkbqFF8fOXGgozgoVlnVHFZxDbjawCpadz/lviw8PT6xPD3x6jTzcDoxPVyo60ZdNnLO1m012LqMroskIpRh5OnxiXk6UQusdUPEEm9ZipXNVrhvG0s1HcK1blQCQmIYZqZgtqZU5X7b0BrQpNxW2LKQKsxT4vWr1+i2UdZnzuE1hMi1XgkGP7E6iBLTwHCeiPPE0+3OMEykFEnTwHg5/X+5+7df274kzw/6xBhjzrnW2nufy++SmZVVSV/Apmk33bZk+cGWkSxLIBBvtLHEAxIvSBZvSFyEZORHxAMPiL+ARxuBMBJYRsIg+YqFbbX9YLeb6q7uqqy8/C7ntvdaa845RvAQEWPOtc/5VaWROzN/NVO/POfsvda8jDlGjIhvfOMbHB4emF7c05YL4+HAOE2srdGuC6LWAUtc2yXnAREvc3D/Ot73BhxpByODCW3v7DZgbqpI1H4kY5WY1KP0NWpBpO8LDhCu1UBF3MfKxRrG1B1mYz5YGDS7gbY2Vveduoi727J9B6nkvviQhDYXDzPSBjb594Oph++BdpvGdlCtPZiSsIM7+48DRD1IC6DhEwCC7u5tD0h9H45/5V/5dzkeJ/7qX7n3n+yBk0hO+Ir3AD1H3LPBiM++9/Ehu/kSIBXcgiE3W0CUJchurvX7AcSBDp/T0Dowk5MF7Ru4oP3afZd99o5u5r4f4cNBzNmP32sATp/6/v6Z47/958M/9P/r97m/boxpgMF74DJ+vzHBHPx+9mzJQbXNv3C779dqXg2E4o1UrFyxipXp7+f8/swdYNmNF42NgbTrjvrRyHWEyNbc/p5VnXYStqAzDh1E8H0lgesnSX+3SYRl2fse27zcxjQRSeMOhqvL2PTmQJsPknPuc5C2gWdxs62px4LO/MzWxMJ8XdM/WtfKhw8fePPmLa01PvviM1BvMtXUY2ic4CF0ApnbIElhZ1v30bo/GbYLdbBOaKIkxbsZW1WUxRiW+F2fdTX8ruPvO3gUx/Yy9vlbbOK6RoboliGNMo4YdGPYKtWRM9HUMyl9lkY9X8pOrRRyy06BM4+ntUrzblnr0sgTSCt+ikbShuXVAXdO1qUyLzPzsrDMK/PsAoc5Y9QLX6CluHaQT7KSydNEcZHoCujLF9R5gWXh+nThD/7jv8Xv/oN/kd/9ye+RsjBfraPa09OZtMwMw8gf/vSPOZ5O3JWB4+nIy89e8/j4xGdffsE3X39D6AwhQpbM0KwN61J3HR/ygDy84LMf/IBvvv6Gdnly0KgY2vLyAb662vNcZ/7Wf/w3eXx85B/5a/8Q/8g/+tf41/7Vr0iutVKX2ZrKjSN3p8J/8S/8hH/r//lvcb0u7qCY0rsrACCSeiZ1WRdmL1Fb1hVhBakglSSN2ubuxBgIoyBOu8fyRGUYKKVQ68pSTYPpdLrjj/7op3x+gsOYmSb7dGgRDNNkYo6S0Oz1nSlbh7UymPPTLPBNau4gOeFyXVir1wzqf3qpigXc2YExRVv18iAr2aurZRHTONJcCHi5Xr0kstj1x5HmOivLMrOs1ejnY+F0mHi8NC5vr1t3GmKD8822bbT0nJNvZrYFFBdsr9eZdVEHSwZrlbusnbFkJWyZwziyLpWlWTvmkjJ3J+uUsa7zpp2QEuM0sN8gvo/H7/3ej/nJj35s/3AgZs8uUt06F+yPYNgEOV1EaOtCHks3B6jpYHWBP3AwxtZqbNO5eIcZ3ZxVhwbYM5lEEmm0jknrUqEtHmRujnHKCZ09kHOHpHi9dQ1wkx07Ka4pEEyXAB8RbJ7jgV5spnFE8K54IJtBlGWpNBZqWzfiiT9DUhAVmmcBM8IkA7UcePnqBSLC5enCL37+C77+6huulyunw5HPv/ycLEpbKu/fv+ft2/fUtTKNB+5f3nP/wvTh1nWlYW2BLyZdzpgzWWKMo3xjc8AU7eVStjNnVBcgMnLZmR9btq0XUAdgUgpPlzPnZUYFymDdM0InJlpNb6VBBuyv1bPe3WExhzznjDRh1WjDClJ1C9Cg1/1/dIRTLXTGV2TewyHcuE5mz7QpUo4dGepu1e4aaR9AweZQigcRmz/Y/24AUsB0lrAw3fLN8f+Tj9s5Jzsgbqs1NoBiXfYMvt+OwxIFtqe0FqCy+QfrWqluZ6NVuIk4j958YQOajbHokKAzinLJLpasKCskY+QY6IkzApyBipVgRaCdIkE3GPM2RXLHwdUeEIf+xs4hhg1Az0m8HFRuumHBZn9uM9HPBwhvThIdsejfjX034+Kz1X6WAoAW23uLT4c8FMZx5DhNsKxM04lxHMlNWStcZaW2yjRa1zOt1tq5OOtFnRF+fnpiiW65ngTKDS7LzLxWGjBQKGng2lxnA0Vr6yXf2hpraNyslflq2m1JlXldWecrTosn58ShTOTFmJoK5GlCxezGOFnnNRExwe1xYDyZ7tvheGA6HlnvT+j9HZfxQDkcXB9pIA0Gao15ZCBYAxZdzbKVnoKZ+pJcF0uEuprOXy4GaEtKzkbzpEg2H6lJRrN1KkKheMfJ0K+yoCrZ2GgGzV0YOPQ7jCFbTWdOPNmYBV2LgTngwZQBjMYu3bEB2JJ+JRdr1X48GKs3rJkYC3tZV9OdygMmnrsPTm3N1Y5j3iaPdtN28613c/aTnw0dTN0STd+bQxOm+Lv7dz9sX1ENoCY7EHHLXuh/dWdj+/1Win9blvRpEGd/dNAF6XuOqjIMxRI4Eex31ucGoGxP4PPHS023pwIcvLkpUXs+NM8ApJsk7g4M+q77hy3Zu3/W/ffMdQp9IDtqiyYF0svu4vvBNI+j5EIZsnW+Dvu6u9bzxGht1TtA7ppGuf8m8czp2XgoLjnjdtnfiUSUb5sR4VxsmJjpKT4HtJ4ftodu12of/d7+r0nr/i4YXyLObNImidaiWUPe3CQR9hqMIdER5fW3x57RtBsH3dInlkRuNNlwsHB3SvchvZIB4XI9880337KuC1/+4AtevHjgw/sPRgqpM0kyy+XCdJrMZUp0tpeV4BbX+BJya6gE4xjXDDWSQHLqVwaG4jpX2TpOolYB8SmR9+86fi3gkWroQOwG/MYjjBrWjDSLNgKxVw9csusDSM1UFkSUlgwnTGIUr9Wdb9MSCS+42QZlsonUxcAfNDENd2j1ThFeRfcnDZtii3NdVoRMSqZppGvsNEp+cU99/x6WC6yLCfu9esHp7o6E69nIYk73MFBePHC9zCRJTGngm5/+Majyg9/7MU/nM01hrQtPT080Va51Zbhe+eLLL3n34b2DF6mLX67zwvlsTKQyDNzd3TGMA6eHe/Sy8vLhgS8+/5w3377hzds3xrJKicvje2xZNsjmVK3LzB/+4R9R55nL+Qyr8vT+TLp/yf2rEy+ccfTVL7+CbG0Ik2/ipQhrtQCplMTxeGCcBuYl83Q9c7kai0bSyPQAh2PmerkgOfHTX/4RD3emt2StxivTMJhOhBh7ILnjmLNQhoGf//IXnO5PDMkYT22tlCHz8OKBly9fUYZiWfBUrEVyzkgZLSgUp0C2qHE2ZhgMDMWBgbaCFkrJHJMxCs6PUEjkNLPOVwuIs+kZiCSo1kFpHEe0KfP8xLJUwpp047SuXXultuo0cDPcj+cnPrx/Zw7tOnuAb8wjKzPwIEGdipuT6y2M1p3KBd/Bfm+biDHxIgAJauowFBPjLDgQIK5HplyvF3IZbHNQdVp74ru3x+/Hcb1cOT+dCZHQlIxG+mxf6I5P/zdhK/z/PSivy0L3ZgQTDFSsFNI/n5KtL8uquNPROgzVT35xQx7XM59/q+mXlszga4hq+72JuOaXseRyTjydL70uO8ftJYFmf6qI0fzbvsQpMmJ0hktDWdTYlasHTgg0TeRm4GQZim/U1cpPvHQ1Rbokjt3mbWtGmK8zDw8PPH144ttvvuGbr79lvpv5/MvPuV6vPD4+8e7de+brzN39iR988RkvXz3w1eMHDqcjaRp8D4FBzT6vdYEMJeUeKFdnhEgAY3ROzq7QSj2wTz3DlHcTw2r/HZDxb9RlZRwGDpMHqDjl2TWfxHVrjA3igFGUayf18VXGsomh4+c3e1GdHWj6TzEv+j11oIgOIgnS332821QGpAxQCo+Xipaxi0n6IqeDhhQCBdwURT4RHHzqCCDVwfpOMddP6w1aRZQYYyNAR5SbzO5z4Ehk66a6PcFvxRGtfa0kv96U0CzL3J3xkrKzIcyJXZxla2zs5MCOl7DK9i5Xrd7MQA10KluHrnn2vaIUxnHausP4eZfQzwsge29ooDOxc/JEjHo5mTOcxpzIw+AMFWWti3W5Koky5K07JLfGNDRmApwPoWNt2m2ldVBSoBhgyBbIqO7KLySxJivHy6lwd3rg8KOJuswUEm1ZqJeLdbg7HiinO+anD5xO97Tl2sd49bLZYSxczltQrE2snXvJ1KfGlQuJwnE8MU4H2uOjgSPu94AQnbYqV0QXLjIQHXJEQNeF8/kJXDwcF02NhBNSLUbv+pfGrr5/uOfhxStSGTi+uOf08MDx4Y7x/sjclDQWymi6TOL6diG+D6BelrwFM2IB/59wFEfmmuJMowio43UaE6FhZRUAWna2xvclY56uPeAWZ6Tb3MhkXVE8mSmJWmHpgVv2BZ3tuSQAUQNgl3lmbdZoZpBkrPC1siZgDJ07qHW1jms5QVGqrsZ6c1a2tsa6hh5fBImNulTmi5V4SnlmZ54Zv0gO1d3vO8DwpwUYv4WHeDIl9kKR3vTbHiUEqslYqXUG78IW6zQjVoFBJRJQn2bjYPuLfjy+ksSSTnglBbY/hHUJBm33WSR5ueQ2/iLm27eoW/LIXlGaM2k2FtlzYGWzjfs7D+DSvnMLHvbuXuyupfs15CWT/vfofNbnjASrMhJ9f8rkqYpUq2jw3DtyXcyny/qRltTm30lPVLamrO3TzJOPrq8QbL3n590ZiNuvWBUbuN5wTzj0L+/Aw935QkqkPQcZVbpvsAfhxPXxrNQYlkVRXYimKc9ZghbjtZvE2sdjtYmkA97tfXtGS2YYiGMPWbt/axIpW/m6jYUB29M08aMf/ZCHFw9czhfevnnLUDKHafSEo3K6u2eZN2KFkR9sX2orXWicJCQs/mxe8oxuJXObXmFmzYmlzqyz+/tg3Z6HI7/K8WsBj3rZTLIMuOxCzlpXpKm1SS+WZSgkE2SDXuoTQYwBOFb2ppJo7DrXaAfj/FDq/Nj1N2g2WXuQJga8RAYkJmtMwJyKLTodeHF3z1AKQyosy8r1OvPufPZMSHOwQbbg0bt3BSvleDzYfBKlXZ4M4SvmDKaS+Oyz17x984bPf/w7zPPCmzfvLJAdC9M0UasyHiY+/+JzXr56xctXL/mh/oB37z/w9dff8Ph0ZlkXa99dMucPj5yKU4+ba5CgfPP1t7z+7DXH4wHVl5wvZ+bLxQauTLBeSQ/3HIeJ/LTw9u/9HIC74cCSrPOH1sZyXbgMF169eMlP//Cn0AzQKSlZy2sq45S4XCvnp0eaVu7v7zidTnz2+hU//dnP+PD4nulwIOXKkGE8jqytkobMdDSBch0tk9BWZanVkl2tMBxM7LnWlW+/fcO6zkhWcgHaSq1KGY0e/vKz15AzeRjJw7BpATXXgUj0UqBaK2tVEkopmZbaTYcpbZ4xdhaBTSUxsdCUGMrEvMxdABN8/GvtC1z8v3DiTdfAAozB9QrquvD0+Mg0mr6LOaduvGhcW2JMfg+yZd2GoZCztTJfa2W9XokNtNbWOwSkIp65doaUtza1x5FuxBVYq833w2Hq973WxvV6ZfIs4/f1+N/9y/8Sf/2/9k/zj/9Df40oWez7k9z8sdWw3xz6UQYS2AXvkIdszP5wdvqe486Nn9tKPJxRmTKP7x855sE/u6ckO0sgZ2PfrVaOkZwddzweNganB5iqlhlHhJpCt0ssi9GBenZW0Ddvz6AHwKWYfhkp09rZwIzQ0tBdSQthsw26F8XK8MDwaeiZqZQSx8MdT09PPH54pJTCw8sXIPDtN9/y/vGRr7/6mrZasH18ceT+i3umw0Q6HCkv73k5WhJgmQ0cjU6Wmi0zE9pHIglWtu4f8WeIP4ez4/cdY9od3p3Ic7xfq0c3gPscndQQz/4nzuergXxUB2i8zGg31pZJ9LatcqttZawGp5C3nfDtr3Rsjk5KJsLfXJtN1oUCpGGAXZCz+5rPPX9pnzo0WCi7rzy/OeEmQ0yMJfQkETFXNGrzt/PrJ065d0orob8SLrDb19+iQK22TXcue6nssszkXLoT/6lgpa+7pi4SHMxF+ntstXbdBFuH27sydlB2bRmbc62aBtKyLpznC8E0tMRB6lqGBetGFA5nUsvGt6TWBTeXDjjGfbbWYIUyDtZZLxhFLRhN255pGoHbPtoDJgk7tI1BLtnAiwCfbCDIAqvC2kyMe5oGqiRqyiStllhLCR1GtFZyU+o8Mx0mKIm2VutyN680XRFxn1Scve6TqZTCNB1YZkscDnlgHEYOZSGtpla0lXNurNLaGpKqMZz8vZdk1226dL07yR7EVSjDgUWaaWAeJvMhRXh48YLTwwNpKBzu7jke75imE8M0WQA6FdOTyq7zFjp9N/tW6/Y6D7n/Lp41mAvN9wsZSm8G0lVIA1hR7ULrTaNE09htG5PExiIJzBGUKtBizgcDIADLKCXTfi7TSbXEZCzseZ69VbUZiJxS/y+lZOO+C2+SWKfj5oFTsCCS2/TohIQuLo3hQreY9mZog6CTfc/n5ybu3kyWoxVQJe21QzwwywJJpu8yEb+lh43Bbqd69vso9fPgutm+2Qi9QOvqVKADqJ/MGogB7bVVf3d0Bj+4fRGbE5pTBzIhAvutI+A+aSIec/VnSaHN5ALD2rrc643NJQCkZzIFegsuiMui4OV7Kboz7xhLG4McnqOH4g7EVqoW+7DDGwrDKlCKJZZcAL6pdn/mu7a5vreGf7cDvvalcgFq2zM8A47EFXN8vQOfZh6F1xO+yw6E69oWcX0HdPqfcX4Jn4wbECnH2Pjl9kx+6yTtGIHbjtogR3vbYET7t129pfumBq7bXL1p1JBuwbJbUDAYjtZ0YT9vUE98mBYJujZkNJupSV0/1P+LJkQ+nV69fsm7nJnPM+tsTRxyzjQxnbjj3Ymm6w6AikRvsJl3AGfOpDwibaa1K4sz8cIfsOY1C8M4kbzkHcUbuPxqzuWvBTz6P/3L/wr/9D/1T/JX/vJf2t1WOI/4xNaYaV2wUEL3yCej4MX3urVtjXOpQpbqRlxdNNuR7kATTRao1zpL8pxqlCCpVzxqQfKKelnPDgOllOjaE1CdQEvbv5cFDpPPjkQaNsrxq9evSCVz/epr1suVNKp1SSsDX3/9DSkLeRh4eX/HS17x9/7g7yLLwuuXr3j3/gPf/PIrzk9PPD4+8rOf/Zwvf/gDhmk0YVkHIYahcJADdVmMVVKtA9j58Ux7nDk93PHmzRsOh0PvClHXCpcr4SmVqohUlrWxno2VkXGWSh5YtTF/eMu7eSY3uD8deff111jWwdpqjuNEXaqV1DVlXWYuF9NOWXeLsrXK3GYaCyVn65A0jLx49ZLj4cDl6cL1fGE6FR5FqOvC3cMdJYt1W1pqZ+SgjbeLcK+Noa3UuvL2zbfcPdxz9+KFbRbNykByGUjJmDRmx1y3yEWhUxJoDQ0IH0fN3WGvtfnmhjuxQkvZxIHXZMGoG9VgpVhGyzYcIiDUFWkJmjntTU0nahot8LxcrsyXK83BP/xesxu+QJOTWOZlGEaGwdo1351OBi7MzQ2eB9RqLIictjr10G0xGrn6s6rnZYRxtLIHydmBUlsPTb8jqPyeHB/OT8zrugve9kHt9rl9cPc8KN2DStoNe4BQ4tmWgN1AtVrGGYcuxJwzjQ59qqAuXLvqR5uYZXstCJwdLJnGyYCOknddmVrXiBunwbvsSXfWc3IX2DWKcjJ4p2llrfZZK9VkG4sdkyCnAioGigdIsUsHGuPFNOGSmhaPBQbVS5KTbVb++aVVprsTj++sJO3+xQtevn7JV1//MV99+wvTIzlOvHj5wMv7F9zdncip8Pj4ZFnnaTQHq1mb7qaNnEoHZTorJwvSngElYvuNeGdOKwW24KviYp++hpMDxQEIp2Qtwb/99q2XwVgp4bqu1NWzi9kciRCLjZUVTmIw3/ZZu1vNh40NliR10DdJbPj9FZh+iE0WEBwE87mzg6zCadzP+73boNAD9V46F7fnDll3ZHUH8KiSWWlStifcpv/OEXe7qxGM7UpBwi/YJv7t+woQQdjo4bgT2ufpb8fR7xPT4squORTzJDLm9tmPxYGT62NtQYi6vEEANurZ6dWq5qNRBF6S5mWRIuyEnJMFatWo6ik0lDTAJ6G2hHir4UiCUbyTWLF5VVvt+1xKGQoduLYHooPO2zy2uWRZYcu8p4iU2N5lk9ZZPZDt762ZofRyuuqUeyu9HpkeXvLh3Qeu1wuDCmOZSHlgkTOP7y6c335gSFiZYEogM+KdHI09UQ1IyCZu3zyYG4aR+6PN4+b7J7rtC1KbV75Y4ily2+Z3uhB5SYwlk1yiM6mLnitdx0Uz3N2fuFbz1YbDRHXB6FevHzidXkBKTKcj42GkjGV7ljTYvXvQnVLeEk4RyEYAl0KEXTooowrSnDVTrZgr7EzXFRK6/TFtUt+vwk8X2YB5kV5UYL6PJUsNPDKfX5MFPskZIR/twdg+sT9aa1yuF18/blgcJEsBmqGo++WGVRm4YAwjO+umvyk9Q4+uxhJs1dprSyINqQMN2lIPegMU7bIBPo4RZ98yIXyv/xUDs9+aIzSNiPeyvQtxvURcLBtiKxfQ1J+9eLMK6/Ro3+ysQ4XBhdnDHmj7uDTKwEq8TPzZduC2IACHrvvZnyE+uAEc0suWMikNrO1iZU8hheLvrqmBxTf3sR+eHRM0RmVf3m6XD19yZ/9ir1aozXa/hpjNi46HtZLX5hNqa94RO/WnZ5I5a708We25w/72uFnERZu3f5u4u63rWMt5V7IcOpDPx+EjRp0vAOfH+DV3L819GXbr46P9nY3OYaWG0sdMRCg59aoK82uevZc+Tuz+lt1eWUOr5J3jOpNXi+MH3nDLS8+iLHt3C0SyLcDDAF86hiHJ8CMguvp9zLZT94Hsr62aDuI0jT1ebK1xPV+ZrysvXNah9dfsazIFK0r7XiIpsa7RIdvjVE19X8jF9mqRAhoseL+ZXzGk+7WAR3/nD/6QN2/fEZ0eYmKGg7j9HW6d2BhZdsZAzBDtqWeOqKX4tRgNsflmIY1tYIiNLLn+S2Ih9Q47HQn0a0ZHkBAOCxq3baCZqtYlxE9s/xUX0W6Ktk3zQlDuTifmzz5DsZbp67xwuV4tGzU3Tqdj3wCPpxMP9/dcrlceHx+9s5GAfAspc3btpZQT1+vMsi5W714Kgwtmr6sFqvP5gr5/4gIojevpiIq1fq/Xi3WIA0O4l9Xr2IvRfeeZkhPjNNk4LQvrunBpXgKyrrRltaBKrL50HAbmpgwlMS/G8lnm2QHZjWWh2pjXmZWZUQeWpfLy4QU/+fM/YciFb375De8UjgcrMWtLZRxtwq80WltpbaGuM8MIK5m1rQxiHVU238J5DhapIclb0cqzTd5dvhDg3JB7m48W9Npck2zZMAU0uRGri3fJcdX9BpotU8twhDoj7ErkMPyxeO3p2uzfOZug5/V6oYbQ6S6KH4eBpA5AeP1ra82C/ixEy9ycEs01dSJADcPUux35fO/BKNv8DwO+r81WPIuW8k5A+ft87DexzfHrtqjb/Pj3zU7JNmKeFdn/VkxEvofg6q5WyQba+nj3VsmY8dYIKLwLVWxMwSJcFytXabWSs5U3SJS37DJESd3tk43qH878HkRI+xfvTng4FfuxEd02dXFQ6Gb84lYlAt/USyXMBbXUj9ZmqyiciMVA/mEaKQVyEcYxk0vi8DTw/t07pAhLXYxWLSYsP5SBD09nDofJ5m82lkUWA4hSyohsdHa6PsOtY2/ehL3bhNWLk6zE1DqNRFc29XPSqfRg5cjz9cp0mBgnY+itzk6MElCS9PXi4bybo30GMG3MEg2moner8anWM61JPLEWdk36dyOYCmcxyW0Atme7mG2Q0FvcXiLbvqvxnrE5EACS9uRMnDOWROtsoG2dPHMy4zIOIIlPB6/lvLmRj4KBnS3aO8YBZOyf4Td5WEdNW9kpCSS7b9PnqozjBhpGd6DsQVYHC1PexLWb9ne+z9KCsKzVyha6E4kFPkLP5ufse0sSajOWq1TppbTByrX4vlHrxlJMYuLS5MQomXleWBdjpQQIlrMwXxdjKHdG0X5EtoCqM7wlfURoiIBkE3f32tlAKWVzymOul5SZZGC+LlwvA0mFoYzQKgsz18vMmzdv+fz1Sw8YBGOHJytjd6885Yyq75lo15g6Hu2za600pZeZtObajh5ICi4H1OdfM7uSICUXLgVLYI22Rm2sjf17uDsia+J0f6JMI5frlfV6ZZxGjvf3qAjDYaRMowF+KVuraxdclxzlXcntya50rZuHSDptttr8GOsyWz1BFG3ZN3u5JVnENyabfsn3lZgr4S9sc3gYNh0vbX3l+n82brGmY6aEPqAF8gYmLsvC5XJhHNXLv7cgt4PvIv4efS2I+3TJgr0tIKbvr+L/rmtzEDqRhltGIC7Q3bR58tWTy96lTsP+NO8bGOLgKq7V9ltglP4zHQEMBe9sA8DcMvvWFgG4fTK8p9irdj/ovnSA3rDTYGxbHGZMth2DZ7eXaFHSjvgfP6eDRxBiyrrbS+TmvnYJw5gH7Pxfvy9xwe2Y0xuI8BwMsB/FnI2CrAgf2n5sPPCvGg1QxJrz7ECiVIGqtOQ+oU9txHEDt09bojPeiDNRGjdJnf2z5x3AFWwwxZNmLfhksXbDfliSsbsY/X1v147r6LN/R4LV9mq/b9mV08vmb0q/WdnZA7c9vr4SwlZmD7VFSfxOp8nnqqkzhD8a47u7PwdpYNPvM+25tr0Lv9TznFRK5sv2ckOC0SW0JjdjDwa3RuHnFs1Z7HW9zgxlYGYF7y1TW6WmhhaYqzGVd4579+XZJSXt/sVL8HB5BfeBXaMw5eTVqKaX0iRkCUyj8Vc5fm2C2eGk7jNl6D7bH0ZFnDXUNifSJ1BkTZJkMyrmaWIGbLfldIdZ0Cyk6mKO/iIjo55dH4a2o+tG3WME6+4ch65AypnipSU5ZVKrtCRoEkgZ8uB1laaT0+rMfMle+nPlcDxy9/lnLElY35p2x/v3j7x8ec+yLKgeWBZr2/vFl1/wOz/8If+ff+/f5/HpiYcXLzgcpj4h/viPf8a7X/6SL3/8Y/JopQfrODANxajnVJbFnNRwuK9v34Eo83J1QegK1yv4JkcZWGdrjS05k9S0DCQLRRKrWqeKosKQEi/u7vnFz38JqmSxTTynREkCQ0a1WjYUox8buGGUP0Gp1bvAtNXFFTNlLN5ZaeBwOjBfLlbOlYyuenl6T6sr63Jlma+sywxtJZEYMkhriGSOxyMPLx4YxqHPn+SUPUl5C+oi9krJGvc1Z6ftkUTcFKVMyYVxGE04sq3dWLdoo+xMMLT52hSSDMAdzIqJ8Ua5mTntuRhFkeSi162x1JXr5ex21B0StULNXLLlQzxoat6BZp7nXsoW6yan3APUJmJq+uGQo97yskFrFBcG7qZN1TVIzJDWVs2d8ICmfUd99PfqiGDU/9F021BjAw1DHZtSHBI7XWwS2tjBK+a8U7fgW4yxY5uEi/dpMAvsO2pGjrU2prRzytTbervYeW2VMgwM4+AMoY3lRlzfb69WawMemXQV7ZswrtXV672FTQusbpvx5ohInz8SLXgDTehPIX2zElsK9rtsddXq3Q3Unch6qazrTC6JYTLHvbWZp/cX5nnheDryYpx4fHxExMZmXirT4QjJaMzzPJOLdatq1QUBPfXd1bmkFyyYvdFwhmzcLQeYbS3TNgBHNmfLsVoPljPrsvL4+EStlcGbI0RL76qV0Vrm9RK+8LgiubrR29kcJza6vIiFVqGLJmouaBKheXYLdyIU2d1r8qwU/u7rBl7J7v3Ed0W3rJOEK/HxWlFc5JZdkK/anVvx+2zaXIRcYkbcnjHWXXd8/Mfd7u5c9D0o5AtCYZeF0/7drSPr85v/zRytRSvoRPL1WdfKuliiwY6NwVAGK2Vr1crtc049cKmtGkOOcMht/C3wAolOQ16mmHLqjFlF7TzOBkkpWVt318oLbZ04Yl3AljEPZ1hxENt12XI2wNeAr5V5WXoZXHQ268GfiNsS5xQFQMAWW0aQ1pyZKM5MVzxwsgeweZ0Sm/WGYRg4ne5ICkNK1OtiwVmFZTXgJ+aNIjSxZF+jmUh9ayTMP9izvtKQOQ2Fdalc5pllvnjJloloZ+/6ZnaHoDRbuU0WA2CoXqZuIPc4TqScmJeF6/VKKpnj/QGuMJ0OpJI5uz5kVeXwcIcq5HGgjBPJu/I125TtnoPt6cBR7CwWdJq+3Z4RtIV7t6t9j/veMpdiTtgvO2sSHJBy0MpZReBsySGzVtcWkR6ebvMfA9x7osuDXFXrANS8RHOZF+br3IE6Y8bvypZ8TYg3ArD50xBz77ZA1eeZ7a0+B83Nsn3CJ5sEaOB2yWxMteAy2CxIZzWpQk0BqleEtGsa8H0Dj6AvTGK83LaQHAxv3bdwKAhgi8F8/RpoEidki62cId1ZbOB7gpUa0u2Q/2lGo+8Lz310gvXRASm9mcPbzkL/W/I121m8/dl9XTTQ5DYsAJNI7N2809gEo+Ry25PsU1s3L/HxpM+tyN5E1YIDlE2tBLiLVYZt9hh6B5DZOS103qUHw5Ht76QLbgcStBvHsL83I+F2QlU3e9KH6Nn+vT9dlIj5d3qxvvs0kpxQEnZoMweIV63cvCk11l9ysLaXTePrlhnbS7fEGDFWiNmEnozYnqlVm9e4b2NJ4M2XijLc5u8upknom/Xn3bPb9rbVHeim3JT0qmzzozbTKW6i3qXXqmRksKTN3BamXNy3Dl9rB+wFSzzWktCZVUKsx9STilmyPaPHqPj6+1WrSX5t4BHNhQR1RVUYxLZbCZpgeAaAVmt1qlW9VADXBrABKATVqjlSa5ox4kFuCDC2KFvDB8epScFC0dpYmlJJ1kLbQasuqGYft3tqdCfXdAsiY9gMlpwmA4/Eghejg5sD3T488fOf/Zzf/clPrOSpNVIZmE4n5vnK9emJd9p4/dkrxnH0cofKD3/wQ168euDpgwVMx5OBIaREk8TPf/5L9Otvebq/Z3p4sI4+a4WSKclKYc6PF+ZLpUwn2uuR+oufu7FquEKcdYhrq+k0AZEC1mYZsqkUpmm0bi+tMeRCngolTxzGwnK+mDhvZLJQ0IXTNKG6sngXkZTUG7xllJFlvjKvsyHuLVMvV+7uH/jw+MS//W//u/zwyy85HSbKYDodTx8eySiPb781JtN65Xw+c51XXpzgNCplUIYqvZXxCwePkOQZuUS0Cb9xXrpDlTwLYchs0P9VzOhLGRg5kVDW5cq6XiFbxvb89MHnSgQCkS6w+aIo0gbLAmfrwBMU85y2WlpJwloX5nlhnmcrYRMv92uKJGjrwvF4sOupUpMx3Ky729Idnh6AhpHcZ2N8YwpNsqYryEiRATN4XgKa6GVS0Ezrolig0XYdvL6vx2WeOc8zx2nqmcPoimD7WuqAc103sCwMuHunvuHPBq5FcK7CslrZYM7OdkNY1mUHGCXLdmpHZ7DufxXxVsb2Lk3jS9UdZhGmcWScRkTgcr4S2g37AFzEM2giyGjaRNuGuNMU6PMlbQDmYqXAe8fDmG5bYB9sF93ZcAM0MroHIyJN5ZueamNV5dIqy3Llen5LrY+klFmWlaenM4+Pj8zzzE/+3E8YhpHyrdm463Xmw4cPHI4HTseja5VZeYgUs1/70MRuYXOA7Rk3UHQbK0N1Wm3u6FjAXHLpztG6rjb+HuTXZeHxcoZsdeohMm+Bj72PWr0VexHz7Bzgi+q5KI8OYAsxGnPK8Y7sPeYQ+m4NaYoWcQX0zbEEdjT+zWk2kGFzbqLjkTmL+y5wMaW3gL95p83QrOnT6wbPsfer7sFqp/u7zLbQvx/3s2ca4GyETzv3mRoC7fYAHjj6vuzMh96BSfZv/jd3SBIvT9660YTgtAG0O1YIz8IQEQsgmiDZgpFlWex8g9lgc7ArS10ZRyvRtHdjnnuSjBTbTywZ3WirsVzWdWUcJ/LB2KjLuqK1Mo5RTmdaMLberbx9dv2069JYvZNgLxVplixJWVjP1gmyUGwvou5AUqG3iXfmUMaA0JvDA3pJN5XSZiKN4kwqmcSArnC9XDhfZ0ou3N0/2FpaVtrakFIYTidevHqNlIyuidoWlhodD610/DqvvP/wxGE4cZyGzuisy4K0xHiYkNxYaaQldcc8Y2W/wzA486H0kr6Wm+kLiRBi+VIKKZ84HA/WmXFerPNNKdzf30MSxuOBBiy18uHpzHleuXvxws6bE3kcScOIDMWCqWwdL6UU31uSBfgWFRNdzDxM3cWMmyB/zE2fgB74i6feIzhpfe12QD07Q2lXBnLzKoFcEkk9eEvSg6CwP6iabIAkawOeh62hR2ssPkeXdem6XS2HNpX7NM2alNhaSz0gsgY67uNFjN4TA6GB5MmeXs4SP8+0trj/v7Oz6iWloSGVElWMbfS8RCUA3Z4x+J4c56cL5/OVw9G0mrQ6c86Db2lQZdOg+eTRA2fBOCABFIiBz56UD3+oxT7+p9jwLRnxLEjfXTZ2FMF8loBEjCkIkQIJf404p/sEAX4+eyD7f8sWb/Glx5ats7C2rl3dskfnkQCltHXNSY8Q+ncCmO63g3j3290Tx37XhZviwW+ZggGsRlIhEkfxnQ1Epa83UnK/cZc0cNQrhvl5Qmd3wj4un9IKFUKUvqHqfhR2jwGuiAhrp2/+SXNhA8K2OZOefWezSzlJf1/q8U3bg4YO9Boev7Ea93OrNe0xW1wn2GC4jaWPseywOSGKmlVMM626s5rHkWtb6R/d30/iJrFnzmDqz6S7MW8+t5LLUkT1QfiQ9gX1uZttPaeGutD9be3Edx+/NvDIdGLMoY5BtAm809ToWQoQKUjZFqCE49kRVu0lHOKTWWgmZryu1Lai2pye57XOfh3FgiJtYgH0MDqddq9vBCQYprGjlDkn8jLzg9cvuV6u/Ozrb/j28ckWG9nEu9WySsu60tYFrjO4Y3W9XMklc7levZtKoz49gSiXNxfqiwfWupJz5nAs1Lbyt/7T3+f1F5+zrivLsvDu/SP3D/eQlevlCj/8AR/OF9aUuDsdrQyt3XM6Hk0PZW2sT2fa+QLnM7QFXn1mpXXLApczrNEhSmAxJ2Otyny+klGmkilSqLowpMw0TZTjketg4EVbF6gzSTNZ1dhYy8x4OjCOdwiNZTbq55gTw3HgLh9492ZBGFjXxIrS0kBJiS8//4z1OvPh3TvqebRs3/XKN7/4itYadyMMWRFWaqqEr3J3KgxDYtCB43Ti5euXpDKQB+ssJGlAkm1SNg+doSNWa5q8jEarI961IWRUDFuOdSdZSCUhtWMGO8MJTas7jo5iJ5DkNNtA/nOmSOrhonkiBqw1ABfPPh0mR5jpQtrNxZGrI/Drum4Ziv2aq9WF0kMLwEsMqxkXbVswHcFjbN69/tzX5eFw8A4+c2cr1LqQhz+5W8v34fg//uv/D3769S/5H/63/zv9Z9smm3p53/PtS6SRcpCTcV2qXVCudKfKgnbLepvo+npT2z+U0Wwh9sWm1oHnoivtsljnPpR1tbkaYucWgEaAvQFH0d4YcJ23T5v6yJziDkOrVmJh4vFqDoRRB521YDpFKSdqE7a+Mq4Z0n3r7u50er/teYXWVjP3IiytMV9nE5n3Ofj1t98yXxdUIQ8Drx8e+PLLHwAwTYeutXG9Xvn93/87vHr1kh//+HeQJL173jAMbrf9bnaOY8xzEaF2cEVAnZVQvTStCxqatksqGXJiWVZKEsTHa52XDooE0N2aMb1OwwApcT1fWNeF4oK5SrSo3Tlc3XFtQGIYsu1PWneOMB7IBWtIuFn1ERx6WaC7uYioC/YquooL3CpJFakLpLIBMmLsBI0ripdduL1UYj82avYn+El2NBeI7HeiezPZ77cDQJ8YDXFnzGzgJ5zQDf90IFudYq6/ogv09/fIObEs6l2coiTD2ozf3U3uQEeW3Ejj6u/fgprsZZIGACTJ5FEMpMhekiaJlC1rmZJ4ZzftazFAAcVjFw82wk6Esx7NAqK7W+/E1bQDqb3kSKx9e7RFBliXheaCW8M4oarM64KsG4Apss2XYAKjXhpW7DPR4j26NQLMy0xJtmemIkgRJhJjKpyvjzx++MCbd+94/823PNzfodPB5nKtaEqUw8Th/kRdVu4PE+1u5qd/96f8/Oc/p7bKj3/8YyQJf/tv/k1+cX3HZ5KZDncGzohwvs7IujLI0RhWXi6WSiZX02Mahsw0FgeaQ8QdGAGBdbVGI8s8ezljg2IlzFNOlKmQhoHXn7+mloHT/R3zuqA5c3VwfDrdWXdNIA3ZGOdlsABvNH1Nz6TaRYNFuysbifW97oPMmH/xb9fyWKMUL21lZdVZ+KE183xdNq2mYaTBAlSkmf5ba+6r8Olw0KaW+U3ZJSJUG4tsQTVsCdxNr2STmBAvddSV/kwx32yCY0CCigeAmZwGSEIuFdVEInd5ClSsQzMQiW5LLhrAUcqOyVQhNSWnZhqYfoQUxb4l/ffh+L/9q/86P//FV/w3/uv/BMXtUFtX2lC8OYslsdbeGe9TVrf2JJJG6Sn+znwPCpAmYrBgzm5Mn9uN4zmwZLCLsVgUE7BvAZjsNOX65+OcPjdK764nQIW0WgfHbNUTRnQIwXcDEgzQbh1o9BRtXw/BEA3wSB3Qt4mvUWlkY9IBWw/gxf6+lY030OTaara+e8JvsRLhXjEQ68TtqpEcomtnJEJvk4YdsHLQKjoyr+tKa5aIzzkxaqFkOF8WX6tbyX1JyQX0bX8QP1fFNIq2d2d7eSSga3VQB3HsZdsrImV3U7b+bB4YpGCOgHwC0hBM+6//O+2AJTXfo6RsTRe6/aP7V/Hfn3QPqLOFsvmKOa4zDL1EMI6mri+ahJQayQklGtVP1fwEy5Ek33ub6WZ23PUWLDMbrWgLjkww3/Z7rTdjsQGFNJKtPRw0RWulsn6cxPmO49cGHv2f/y//V376xz/jv//f+2dpFdpayWMya7vrwgNsiJ2aQeitfcUDfqzbUw94ffHVnVZCgIBNI2dKLz3bvHD7jM5najjkCDkV0iTMy4zWChgIpTnD4l9KUVderIxBjRJWtXV9gg6IrTP1wweWL1aezhc+vHtvQfha4d17+OEXcDnz1Vdfc7leuLs/cThM/Pznv0AkcXk688UPvkRy4nKdeffmDa8+e83L4cCHD++QlFjevOHp/MTDj3+EqnK9Xjmfrxa0GiIAdYVyhMOBVIrVydcFVmfhpALN6YRRXohPVB+vRGKdV7Q+cTw2Hlvj6ekthzTxdH7DvAy8OD1wGu94evuGy3zlMi9Mh5FpnAw4n6/MTZk/vEcFhmSlak2FY06MpkZo3WDOjzxdZ5br1bJrrQIHhtwYkjIkWA8wTYnTaJgYLKgYK+nN119xXyv3r15TSiJVQWel0rBMnGV/NRtCI9C7lbA6iOIF0UoyQEkCxfZM4rqCAweVzQiD+Wypr8+KVuvcISWxun5FrZXlemEUPHNrgNXT0wWozIu321RFHeQs2crqrsvVNnTPJPfrpq3DmypIa2QPLKqXmu2plSJCHsKYt41yC4xpIOlCyY18zL4GV3IZtrn+PT+i7SV8R/c0lOvlqYPIBgjab+L/rUzDdbCcLt3E15OXCIbNinKVyN62qojWnolPCZ4ezzb/rgvSrJzleDj69+hBZ63VNdxk03DoldXbkXonMHuFTdS6UohtSlISiFF4Wc1uWCvv7Dpc2R12u/66VpKDSoKJ4YszVwTQNeaaYO1DhbVVdKmEHsGyzCzLlWWZSUk6c0Am23DHaeT+7p6npzPDOHI63dmcEwNCr5eZb775lru7U3eUUk7GxChjH6ftUNZmpYXHaSKvAWj4usFKnY32nB10UrStnJ+ujNOBUlIPDqsDxeMwGoMgF67rbIwtH7PWKjIYK7MLsz5zhkMoWdk5fs8cXstcJ6q6FkkLRQqhZT9nzwwqurYO0gGkg1iXp2jPHpoxfk2lmTNhb8+zY67T1J1YIvdzCwTtwdUGJKWklbVmFKHuAtie8NTno/CJw7+3lctsE9jAWjtRL6H7LT6CaVOchZJdU7BFN0Rnoy3z2oHPUhKijXVVZx02Uh4sM5+2d1Ny2YJpB0EBD3zoZZyNjV3Sat0CHd8LkicpYqSDGRbaQ2DZ1tK7xAEaZXOuk1MGRhFjhgR4rgGK0vdZOz8kbRawNy/NDMc4iTWTAIZhZBwHxqGQBep1Zn66crlcWZcLa10ph4nT61esy8qbD08cSub+eKJMk4Fsb9/z7Yf3fPvmDb/7wx9QjiNpHJkvF87rlZcvXvDm/XtKKzzcveDuxQM5Z5ZlZjyMnO7uUeByvdKAw+lIKpn35w+cpiOqyuVyYRgHs0di2kQzM601ymhi2ONobMnj8WAaFgjjNDEeJlbg/eXKdDqgOXG8e8Ff+vJz/vI/+g+T88Db84VpGhjGkTQUZ7sLMhTGMjKMh637YKC8fjRxDZndOupsI/en9wGStXuufU7YPDIfem3VuvHlZ+dral2FtPY9UBUoDVgsibwYC02zadMYaGlA6DjSgcnOevRAynweGy9J1lAixJaDTRF2jdo6iG9l/M6i81I+KzsL38Ubf1QQCiU7YNsZdyt1XWx95FsNva38xzvo1UhC29FZFH+CXfhtP1Qtdqp7+yp4o5W8+5yz0EWcfR1Bw9YoIrSFIhjfEpdmT5KAJvF1sbsHbjcLVaV64I/7WCHfvTcuIdewP7I3SApNm9YqyPUmLIyT7N9l9dLg+JB1ZRSkFUI2RVJi8DFpBIskoFJhC3JdQzGcpSR0o83HQIWqIrV5gLMBRNUbIolacij2cfHkwbUtDAmmVFiJUvjU/c7ke0LUaopgncFr6x26VJVlXalNGHJxtmnqyQZJcuNt3sY/H8cHIl6qjNmY3lEvftk/d5uwvWGVNe2wgeBVG5I2KrcfrXfB253HyWRx76LeBGtdmSOBmiCXYvIq/Z68sYOzusHKoEkZGQ0se853Arp+3A0QFYmxZ5/bgz0i4UtHSd3uvsPd+whUtQ81Ve8KvhqmMQxdZiE+KMBapZMIrNQ5kw+/GiHg1wYeNbW65dXpcCVYsOFH365c10uwgQNH9ySBGhQkrqdgtdb25Vqr0x89I+pMpbou5rgJJnDtJWrDODqynKxVK/QORHVd+3VtclunFAvWDDBYltUdOrXNL1lGYl6s3SfTaG/zYu3SLSu4crw7Qqtc3n8wy/zLr7n7cz+xjhzDwPnpwrfffMvk+hmqyqHcgQhLbZwfP/Bm/obXr1+huvL44QMK1ho6ZdsYl+ZC3ZlymJjXFZYVhgzzQlsWuF5M76gplMHVNHGhLiUXE8lsDebrYpnw1qhrY2XmOs/IqfFiPNJqozBS0khBqPPZMjo0TlNhyELSlbauzLVymRdoC2Mp1jnMdYhKrbz/5iuePpzJYFpHqrT5wuvXD4AhpLKuCJ4dEBi0US8XKJ6ZzKM71CPjdDSdFcXr/cPqCFWbde0Ih4Ew4opiGktJsxlYtYDQnG+cnRPlkZaBsJIvBzjXML6mO1RyYh4G1uvFWEFVWauJXJdhZK2LgZOhI1EsW6mt0fxnoTtxuVw9Q7t4CZDTXH1vSql18AggaaJp6huZUc9dH8Np13WpyGAbprGjDJAQtjpYgV02w9qR/1k5xEFgT0cQxsmGsDFOxlAMU7QsC8uyeNlhIQ+Z+fEMaO9gB8KyLJ65Maez1pV5XolOOCkJ5/NslaQ5d5ZYlESM40gm3YjmNq0Ec7M5nWlfIpZT6rtY0LtNc0edHkwPHPM+YIjsVfK9WXV71zl1DYp5WTrTQ5IzUtRLPvvpbKB6HXUEtElYluZUa2EcJwPAF0H1PS9fvTZ2Y/GSr7WSZECrsLqwn5WAjbx6/Tm1KW/fvWNdlLv7Iw8v7v27yrzMpBTAtZX0JL/usq49AykYMK4SmT2cobdlowwwW8hpZCjW0XCZjY2XJHM6neycAmX0DjKirPNqpUDeoSlAguZdQ+PoGaEI2LU5QumfsQyIZdqyOYEJz6zu6NPorjwVOp163wrZAikPuDZsiNZf0gZCbShR8k80y7Anp2Bnuu7Cp5Jziv1eGkiWm99ZIAHPOL/uakv/ParoumyP+OwaQebv4OguNPxNHqalYBT3XDKjB/4lZZd0jEzjzhFUwMu8RJWWpDOqRRItZ1pWaAZc1rU5k1YhQB4PqjQ9R/m2I4LePfXe7tn3jE5gMYgySQDmGADc98J9sCAkVcZhYMHLUhyc7c6/VnOdO/BkorDSdkivOOQcFyyNMhSGcSADdV651pVlvqLrCpKZjidKmbg8nXla33OtlbFWyAUphfHuxIvXr7k7Hfji8895Wq/80APWu4d7zk9n/it/9a8YGK+FLBlFWdXGIB8OiDQr3auL6Whm4fPXn3P/8p6nxyfWZWGaRu5f3BMddgzHseRnyQPHaeJwPDAMU88sy1goh4mMoGWgjAWZJso0WhOBcSDnwtzs/WspaC6+ntz/zFtLdQvqHShJUBxsxvdybQ2WRCqJoWS0ZKJ7UfMgRtXZbB6tdKZD+AIdsKHvD+ZDWWAe4rStNdalwmB6HWUsBrQ0T0zs5uMwbnbJgqcQTA+2tnTWURmiZG3zSVIPrtzeVdvTI+AK4MLUYj2n78bHAPfaJ7k2dRmAtYs3b9UJxovUupVUtg5YNQ8YN6vWmiWHvo9l/iL0pJb2/anSnEktqGtfmt8cbNHnR/jCmxHfgJkQpHb+0QYo7GxL/Hv7e/wlcFIF2eauJPW5Z8B5zlvXVfverXi634ltmCofXbd3wt1+6uDPyqZm7fIPQG0RQzpYvhNLF0IMWrvExUfPWsSAidW6TLbW7O9dI1NI2hhS4nK+QDG/M3uMs9YthgW6xm+AFmHn98mz/Rjf+sO2t4ewP6n0mPojMDrilN2rXtv2rmPNbsDhDqzoCe3+Nj4JpMVc7OWv7OaDH5vO1O58yVhyScWZgwmRzLqaVlLJ4mxasfmxwirW3RoJX9pwhI+OPdi1S3rdjq4/Q2umadRjyNbfh+EIfj7V/g5UMT9fzbZJarf6+359FUgKZSg0lGVeqW2mtMYwDtZkQQJgartx87i3ftpfeH78+jSPdsc2NzQ82y2w8HRkq83FXLcNakOajO6szQN93zFSMjS4OQUsRmVfpxli2Fajb0KHXXiSbcPqQbdn2u2+t9KgjeIbt76ht/PTSqtX0lAo93eUhweurXI5n0m59OwLdQWdYXrJeJi4u7ujrguPlyvX80yVzMN05P7uxDxXLpcz79+/Z16uDKXw/vED12WhtUoeBhPaTOI6PcEESKRSSIcJcqYtM2mazNgvGaRsRm0ntBuLLmUx8Wu1gCH7+2ie3bo8PZKatz9UkLZYr+hcyFlIQ3JH0QCQtVqnqLoujE55TaIeXCiyzKSUmATqMtPaSimZF8cRXWZOx4lFF5LW3bvE0WdrJ18XZRFozTRIBtckkpR7UB/1oDf0P3c6BFxgXd2PSGQtKIkmIWI2kNtE8TGry6VvHp0imJovfGOxWce+2zavYZRt+I1t1dfJnurpmQnbxCxIcE6EjVtH8rU7Tak7r8oNjR6nCStdFyyXwjQOLNVKipJswn7ehqZn9iLj9Lxs4ft8LMvC+3fvDQgqiQ/vP3j7aps7OSfO5ydAmKaJJMKyzgYe5UTJmbwOLPPVABfXQEgpMS9rn3M5nLCmJoh+vZgtUwNRhqF0M6e4dpdndoKN0Nsrxwat2ssMO4jQs6KAOyq9LFH2ZldZoavTJMG10DaR6WAYbBuhnctKw/Y/lw58CIJkse5soSUX9sVtZsNo1SWHSDvUemY6HG2MU7TcrUzj1DdbY/U2aqscT0de62d88/U3tKacz1dyzrx8+WDPk7OxN7w6uqnVmQ+lANnLhx1QFXoXFANadjRu9YBh5wT1gAMsuCsG5OWSGZI1MJiXxa4rm1OpopCNutxPtXN0jDVg197o5fQ9Msol7H2mDgCH627zIuw0G/bU6dHxtux/TY0d1lQ8Iyg+Z9j2BseQtP/dnRrddmWbK/3j/QhHaAMzuf2LGWLTfsD2cHA7DWhVDxgH0z3yuaw7yKhf323i3mH8TR7xLsNu5lwYvOSJWlmXjSUS66i26uWjbtMTFsDW6pnDCNboyYu1rj2YrwH+QF+PcR7BtIWSGthrjQ/c5qwe6K+r3a+6Tg23AqsKzOeLiX470NDtQc6s60rJo70zzc5KEipbxrUHCIKBRrvD7Ft0rvI9zH0yaxTQjLG4LqzaGNz+GoiwcvAZuZzPfLhcGCRRRDg83PHj44HlcuEX33zD3/r9P0BQfvQ7P2C6v+PnX3/Fq89fmx7UZUWbZYNlWUgCZTIgZayVZV25Lld+9vaXvDq+5HA8sKwLmmA4TRxd2Lq2lVEPZo+zaSIdppFpPFg5vbc0H6aJMh2QXEjTRB4LlEIaB7Mto+kv1QukYUCKaRsh4gGwjV0HcCOWFSAZg5AOJCo0S5CqJtNIkj3DcO/HxH7CZn8iSNoBNZ310wGf+Gy4RVE24e/TfcyUdsylsLVIZ4woFgtU7yxaq7WVLiWbaUrC4PePOhNgXQlfPkfHNWzfamtFxZhuUU7UtFm5jaqX40EHiDxApdKZSN3fV9f6if3XwYXw8272CiL4/tUCs9+mw1jZGxOiVe32XAngYwdU9I6IMWk2cKRqqNHsgRLpNiE6MKdgfe2Gy2LDLrl8O3duxKvVgQ96gs3AKenzz8/o37lxiPzvwRTfYsj9vN6NDnQFMfdLVkVyIVifhNXbAS0aa6pZEpcA5XzOqAPOQG/QsXOctue0LDbrsnqrd08+ygaC2GWMtNGTRZ2aujvv7m73sMuGH7lwfW2UPGx2YLd+94f5W637GXHYpc1mNY/bYYsvPnVsgN+nQBu7SRE1O/fsMwZmJveppJd1RRKWXWOU2wcI8Wy7xtZRcI8ryHaVbTpvT+zYQ9fUcgxiVd2S/jHWSVxuQG5sqvp5tuSczZ2wPXtb2wGsZJqeuTVqiq6gBvyltLEjJY03Y2vl7J98BR8dv37wqPum8RduX7YjvlFuFS9awOv2a/diA700QSh3vKpRtWiVyCgHDS3edWx4Jo4NXVHdF3iIl0Y2RZNRxJsq0zhyOh54cXfi6XIxYzivzNXFLBtW3uYlHHkcGKcDuqxczhdD/GqjXmcrJdMK48TxcCKlzPn8yLqslGFiXRvXtfLy/sj5fOHDhw88Pj7SWuU6TTw+vmNp1dr7FkPV17qSU+7MqWEsjHU0A3BQ6rUwHu+sBfyyQtm1gV8jK2JlLE0SWsXL83zRuX5JZBvXeUHUOoAhll1BV4ZsbKNIX2pdWanUtiLrQmqVkgZjkFXo9b2tkrUxjoXFNSLGJNyNownptcqQ7J01tWw2gQyn0v0co8EmY2MVFxct0UElAi023QiNMiMl6bbx2Pm8pFETKiu0ZGNSCnkYaG2h1mwbaN0cFVUztNY1oW4ijxHA+TzcsixtK6sU+gYaGgDqk7eJdoB0a4MaAJIBdarGzlCM7mpBxtYpIbGriY1MJN7SWfaUYh+n2HjzBoqkHA7Y9//42Tdf82/8h/8B//Bf/C9ThmQB1ArLHPoK2TP/Zocs6F49iMssbROQNYDImDUixuJrDkYmCdZWlAfZkYtp3JQoZ3N22+Zs3AbdaVf6AfT3Jd6LeXPq6U6ffU5uTe/u3LZuNlDC7GGhugOAgxHNg/0toPT1Yv50r3nvGaau70M3wBvrIfXW4SrK0E7kNDjAanMxl8EDDctqR/YsYx0qpmnixYuXfY2tS+V8tnLOjcUV+4o7CrsNfofLWEjjwGokEbbumw5yJatrt5bdzcCicbBnjOs4IKNYpyXz99yRxnyZpDvwqJPuxcuR7J1Klu64haMXNfQBSJJSd4P7FJFY57jd2BzGcNz3neRwJu8e/InOM67ccDNO+wxj999lm6tbpLkf3C2jBnhWLYZFu0On7lx28MDfk6RiZSg+Y/vacOBJnl/7t+DounEeAOzZG3uhX3s+3wdq691hUxcEdp0Yr5cNABA1RqF1U9zEg8HX4rMYIRxZkp0j52jmAOqlzkuA3cWz28ky2cFACTsRXeOMJZsJdoiqCRuL7xdbmeI+I+1zPWZuTCMPPo21Ir0zVm4GQl3WlbYsLNfZ2B1iQWQerASQZmXwZBuHy4cn1nVhTIm7w8jdiwfmpzO//OprfvnNt0xT4Qu+oCXhvCy8EDEWTnYOngjiItjiuh+5Toytca5Xvr285/74wDANjHUir4Xj8ch0HFnmBVo2oFpMN2QcBsZxYBgnShkRh+3LNDIcj6RxZDgckZKpVisMpSBlgGGwTrDDYFqOpaAiXnYTXfV2ky/WJZvN7cGkKHU2lqQ0Y033MCaZzxOiyH1hRXCSEil8D7fjXSR7Zxf6su/sALf5YomFABL3gbl6oCdtC4oiUSsSjItI/jpI6mL5VbdmOaYT5iV9PVbY5qBNOBsPVe2aI0IEmbehSmjFhF/Ymd59b6TrTiqbLeqMW5vc30t/SbobL30crUzL97M+phBC+H3w+hGf3e0h/fyx72w7jOr+pbWbc8TEkLQJOX/XEQnUzY7Fnq+bTQSaDqTQNHpWfPScEbTfX/o4eDfIPp8bpkMkDu7GgPQ16c1oWu0yCS20huKxsdgWvENWxMY1EsYxFK4r5l+MzpbhL4H7rBE378Ci57Oxj8nmEBHo0X79JF/3N9+N99LPsz/7bjwd+DCm6a7Z1TMfZu9b7Ab89q4jjuqjmvz+ws24TXrEObp9ir2S54e/E7Ubjo7CYQ6l2zd7D8lj5p2rc/Ps8T/F5UTEFbp6zGZzNZJGN4B8jIUn/2MNBU6yMcUciJMNiC2luCRCXMsqpwJMFacTxzW07V/+n3z8WsGjx8cnfvrTn/F7v/e73WEwp0qf3a+/bAkn1j6ovjlEUOvEUVuo4gKLqwVwpqVkL7bV6o6xMWmQhBfMEtnTkoS2n5gReHj9vzSbcHeniaWtvHp5z3VZPBg7Uy9XrvNsmkHHIzoMkDLR/S3nzPl8ZiyFej7T5tlmQRmBzFAmns5nPrz7QMqZF1+84puvvuZ6uTKPM4+PZ6u194328emJ5Xp1oMqADMmJeV44HBLzMhvTpmTGcfBNTBkHo0Gvy0LbARI4cIM3nW1AlUbDqKSmNWBdW9a69hbeoJTkC19taIvANCRKMQ0DdcCJai1aqzSaKLTVja/nIgIoWSvTaWBMI9oqJQnTIMhYmOeZUiAPBY1gwjWA1OdNGQrjNFrWNGes3j07eJT6ylbMCKKma2TrppHdwUme5d0cdauL34T5w5JI12doOI2/Ve+4tyJAKcWR32WnR2DtbAO0tNr8LXprde0aR+HNROvz+EzOqbMJwgD59CXn4ptw7ZuxOqcxi3XAsYDAHNhlWdFu0LZrhKMVBqk7iyK9nvf7fvzhV7/g//7v/7/5q3/uv8R1XTneje6MVytTrY2704GUTDwzRD+Td1CrDjIkMZ2ehHhmV10jxOcSEFvdOI3eltvfl5cSAc7aUZMqc/so3QmhZ2b3oIiEpIhsDllsTnZsm3EP9H3jqXjTru7kx3WSg8OueRFZ1c1D2G3Ofp/7coa2rRGbv4mUldQsMM1hY52yPqYHYGNPRIe6eba25gGuBYvj3dt3qMKXP/yCdVk4X65cL1fef3hCm3J/f7QstSRjPzi4W1WR5h2gdntPlKNuLsXmZYlgXnQybbtlXTrjI5dkotops9bVM0j23FICJNq9B3bOkoBpVIUTYDWDmwSCgYI2vrEOMyl7pjYFSyh8vdtMn8T/RQCGZTsDPMopsYbT4k4q8Y79fjt0FIFhCP5KOFb9IjdU6vix7n+wdyq7w7Jda29/FDpo4S9geyeh19M849j9iGcO5m/wUAKgp+8H0RY6uiQK+/VsfSy2Mk/tgbxko6LvSzoEQXLa9mPZHP3mbZzxOU1tHaiNc0Qph6rps6laA4ZSMnintH2ZctiLYRhuWBTZWTW2zxkAVYp1HiQlkiqZjQXS3Sz/a/Ix0P088gBFwW3AzHW+Ml8u6GJJr21uYL6G69FlMTCm1sp6uVLVtM5Wbdy/fsHpxQP3r18ylMRwOCAlczjdcVlsPc8uOJ9LIU8jWlfTQvMuZ6PAUVby4cB4nBjvDhzEAqLDYaKUzHy9Mo4DMpkYc0nGOitloIwj43AgFxPUz8PIcDgwTBPD6QB5YNZmFj8nyANaBtOYKwN5GHcadu4Ju4uyb/AgxODGzwJIb1bSGBJssUZ3DLMAZcIW9t+rQfeSxDr+eIk1qpt+VwSa8R3CD0y3GmZKb6hg89lsZSSKI8BLyRKyYUlba73EtqnZHOty6wBOsnIYC/K24MpyK2FfYo+zMo/Q5RHZfhdPHyXjXT9Ht3LNfQKwAwjxXsK+iewAl+/XcQO4gQe96k/piG1/rmCkbn42bMF96AzFT4XYcwJwdHvlfmUAi/6Pm9GLXfRjhGGzKwId6Ig5p/HuusYgtFZMPgx2IIb2ewBu9qXNN9juyNwcu2pnnO5+aaCDj4Qo2lYHO91eezWCsCkjPd/Owv8instPPJTcE5PRsZln3+3nuyHZbLF3rLVPHTe/C1tyIyS0i4vE9p3e8bQD15sHbLehpPbxG/3o6C8z3s7OP4g90Ndsa2H1vGvb7nRxD+3ZPPrOQ4zlnhrd10Cc9e9xXvi74ZXo89vf+dkWXlopbC+fTG4Xwl8PhlyAngHY0gyfUJxdtTv/d7wzQboUTta43/Df2DBS3bQ2qxo7/Vc5fq3g0X/8n/xNvvn2W/75/8X/1MrFaKDm1O93MFW8rMDfhBsuoy7Hj+xnIpuBaas57AH4xJ5pjAFbkqp4xtOdrbqyimWrqpjkjOREZrCgPkHQCi0rt3C9XHl6OnO9zn0DWeYZ2gJMHB8eWNLCus5cnp64zgtlGAH40e/9mK9//2/xeLnAcISHB9DKu3fvLMM/Tbz67DU/+J0vObuuzR/97O9BM6djGCdEJppWDi9ecHl8QnFxLwcozpcrHx6fmKYRRZivV5brbPX2p8l0n85P6OVsnmq3JrERCFkKQ8rmiBUrL0OtY0wS9fKtygAcDodukBMmq1REKcnYN3VtxjjSldQqQiO7iQ7tsZj+uVUbx1oQB5xUG6t4pjxDGk0LIESIo7rrulxBEuM0MYwJ5Uxtjet8ZjiMjGotbSO6sVrtlZR31L1YlwJ5yBYkuaZMPyLIljAY0h3sptHlzOZnFg/kgdZWCzY1KLRCS0KWLcCIcgTzxWwzNRApOj+xgU8eXESw0FuwZyvPIxxKt2rJ9WdqXV1ITntpk2mSLWg4Qbtn3copGlShC/Sv3z9H6E86csn84IdfWknC9YnD6WDvtAUYuPLw4p5lcQp9M7BtcPAIDxQPBy9rm9euPXI4HvqmFyVmXfGvH7LbB55nu9jv8/bpHlObtVM/XQShsNnJ7e+2odhnbZOv7ui4u2bd2fCfNasD30Cn2K+2IPUm2N88iO2PWAOha5C8AYHQWUEpQ26ZSqawAUU5WWBcBmMfLbPpT+ScmabEMA792RQPyEtm/aB8+80b7u4OvHt8ZBoqJRcPiJJ3uzMByJ5Jho05pfZ+RBI54+1cG+uyME6mLdfZF61RlplhGlidDcHtKNBp8MS4KWvbqP4fgXx9POmbu5mdRMMz7UFt92w3g13jNiMYnqEFoW0x+24llLmXp9qp907es3kXwWB38u3ngqKiHUDqWWdvU5FTpWmiOsvKQI3whGOQZHPOunPtLIUkH+kkfXR4SW+cy7ohP1ssv6Ej6OpBGV+dvQgwTpM7jYlg4SXZ5kN0IEpizTokmdC+iHRdmgCCokxBkumw3M4h83eqv7Ss2cBpByHDATXwIYJ4iGRbsC5gY4FEC/vmmne9tbnATSYzXkuy8vde9u/7neo27wxwjrnbOs6oYtqHyzJbqdyyWuMJZ5asNLSa7pFkKxPWpozHI9M4Mp/PzE9PPJ4vPH145Hd+/CN+/JMf848N/xgC3N+dSAXyNPHzP/xD1mWmqrGZ8zBwyMV8i2w+ogyZaTxSjgN/6b/wD/D5Z6843t1R3f85TANSzMY+vHrgnPMGmKSMJO+Q5iyjXIxJVMaR4TBR7o6QB6SpdUTLlhCTYUCkkYfBpAh6Wa+y7sxuDx4l3dgis2/uLwgMZTB22T4o9vkXAUxPOu3mdHReE2fF+SQz+1hDJDvAv/B/TGsksyIUZ8o7yLJuwE2frw5OhyZKFm+Z7f7JukK0144KgmBXb/um37d4zl/dv901BYCtuqFFh8Nk/l40S/BfdyasD5LFGdGxNmQIepSvRL/HWE8RoH3fDtXG6sno225xEYH6IY3ObLZvEhOw+LuyIvFIdkoX+v/T8P4NdNZnP4/rbH7IDesWszVlt7dtBATt70RbowcSPQiIa4XW1f65nMkTm5iXTcV8D2Dz5t0DkrSfIeaqiV63zlQKmQQR73Ja3d4H0y4eXLeOomMIO7t/hmD6jbt7Ab0pEd7Pxf8s+2X29X+D9cTeH+PfNfiMGViKJx/Vu8zptg9sd2c/v/Ens9y8cuG2n1pns7oP14W4d8DWLehnnfXWZ/pV+dln/FY6m7xneb7j2MePN+fwP1uzBhVK6H8K0lq3PYjtlWa7065Dm/1ubd3x7icWhMETk70ZmJ8vWEtWrigGgGGxath00zuaCZdNA+Oo+7n+3cevvWzNtpGMUfDsZz2+Uc+WSIJhiBUGnc5npR/E+8SzqNDpogrGHElbzerheGSer17SoRY4qdJWz7xGiUGDWh1RD8HJpp5JW5ivs3Uxe3ri7Zu3vH3zlvNcucwry9W0avLDPT/68Y/4xbe/YH18g9SZ4fQZ8/s3TC9f8fr1K9Y/9xcpnz2xXi48/vTnMA6sy8oXP/ic8XCgtcrl8Yl/8p/8x/kbf+M/4mfv31nZ1zyzBrhwd+Dh4YVlwOczigUxtVbmeebD23es93fW2vp84frtW67jSFDd2rdfe01OsbGWffagUrVxaYlGcebPQEmFKZV+rWDZTCWbFoF3bxnHYoLorbIuM+tae/YpJ+E4JtYqNE3ectho3UmUMitTuYC8R1zvQBHWqqQ8kAfrUvZwODGOQ9csySUzv1dqXZjnlWGcON7dcbg/MUwH0wkp2R0q2RxcyS7WnSLOtfnj9cLVS7oEtWfIiaSZytVE4MQChFhua12RnCnTSM57o291+uNQmFloTUiauqOlgmsVrSgu8Eeh1eWZXswGFi2rMWAaao5zA2iW8SU5G6Z2sCnKG7JkljobeOegV0mpBzjqOk89AxmZaWdqdJsWGZY/Q0dTK/c7ne6YppGcQ09BabpwOV853Z/CDJljVZduSFMKQEHJg2eDJPVOkJEh2W9o0U1mDx6EAy3JtB3ES3N78FU1KkLtmxLd4uLffqadjbV9UJG1WXCT6S12OxjQ7Sqxo2xOtL94mwNbyUF8v1f+y86B9LmSvBa/ro2cB5I4Q0fNCUtiAdLiGkHaYJ0bi68sywqm7ZQ+N8t0oFFZ1oqKCbwPOTNNK4fDxJsP7wCYx8rpeOLucKLkzGWeaTWxrrNl7Tpomrz8tVJU0GbaeIqxVw/3J4TEdVm4rjNVGtNhYpgGhETTlejgePtO49X6PtUarFGKoV5Pr9xmZsHYlF76219Js3JiBG0GrkgyrZzkQGKv1YjJEHo4q+lJWLlg7u+4f06/O8CxeN/Pz54B7Jc0I3Mz8SrF3ssez3pmMva+phJNMJzN2TNwmwMf46o+DwJEyS2U4Ey0+bdBX6SMMEzjzc9CC+NyeQ9gjFgxcLIpDGMmF0U19Z/DBqgp2rWGMqbplXIiD7k79b3LKnTbvR3iPtLeBkVWmw3odWAh+bzo4p61QavObB4A+/kyzwaeAmMx1vXqPoEFQ9kTD80FYM2IBvsppbxjfyfQ7Z4Xbd2GRglZSQld1h6ApWJlcutcaa0yTRNTmgwk8Qk2rwv/3r//NzhNI6fTibvjaIm3ceB3f++eJPCHf/hTcls5ThOnO+uils6j6T22TQ6gDJnT/QltlW++ecNXv/wFh8PI69eveTjcM92d+PyHX/J2/Tguy3kgj0eGw4EyjiAZlcQqpbPkKcXB00waXCcLY3RJzpu+R81W/u9rPA/FS8rpDNnKPuFktrSMu2YXHoTZXiQk30v2YLIo3l1tp+Hhv21qDIq2tj7XoqQ29pI9OO0nt/1xELJakmapUZIfttDu3kRiIdi3thYyra0me+1CvtVLxa39+7p7tg4l3YxBAJ6SGuKgQm3O7hNLVsd9WLOEjQUOUfLmz942H9rThahah7koEVH9/jG1TYtzJadmILYkstuJ7EFqSSPXZQZAq/mxlW2fznwcxKuq+cvgjMHcAZDmLF7weNCjuw5KN2X2qoS9CHQc+7m5v17M8V6KHv6LKtbJz+aO6YuaT5yIrpF7TtItG0twCRSCheJrIHvJq3+vNhekb7iPkHz/U5Rg8W2SBq0prI2qrs0oEGQGrSa6rGoNCm5GQLWXUu1Zcfux6H934Eg9nisp89wHCL8OjAWKJySQWwaSabMSzua2l7g2qjUgsn1mRkGtCiVIBAF+7ZNpN6ylWMIe74dwddgkG/OPy+n27GZLYt4OyPPv9DG6Fd3azSa3ZfuvycdzvJ/HbZRJJrjkSm3csq5hGLf32DQIM4F/2GfXdSXl4pqj5hdZcsh8x+Tzo7VmnYWTV1w5aKeVft7z+YPPQ+k261etJvmNCGZvL03YrT//ScCm9IhHPUAepom6mCp6q4HyZnQNXRjrZpH6YrQyIa3aJ4v51I3qXWPEQSu0UZsFU1k8EdoZB9X1TFaqsy3meebp6cJ5rczrAu0J8kB9+obf//9eLetgUCLz43sYJ65P7/n5T3/K6e6eFz/+IfN15vfffwBJfPHl53z55Rcgwi/+zh/wy7/793jx8iXH6YB4y2XGAi3B9YouCy/uH7g7HXn88J5xHBnHkafzk7GgHp+4IKzzgs6ua/TVL3n6+ivMMbvagEeh/FiAo3Vgs93UhyVaTgvDYJmC6ASlYtRD1sVL3mzci7/eus60ujgYZ4HAMA1ApmJdKh6ylRDWdbF7IXP/4t6AsLX1DjOH08nEg4u1HBwPB6PkJQNJ1tXCzPF0z8OLe+4f7jnd3RkYNI6QizkyyYSzmxiIqcmC2tCYSclK+aKcxRgStukrUKaj6RwNhTIe0DpT1wvzZWS9fECysFzPUFe0eGvsZWVZZ67XM7XRg7a2KOtSrYTPNQfMgbcWHtpaN05pl/XR1vAm1dS6koaRcGQU6zBVK97hyzUtfKHlkql1pqpvEG61LYC199oIhHtjMXSQQButOdVyl0n+s3CoKvP12jvILUs14FO3DWCcBhv/yFz53ANzBmqK4CdqukGTdifhxhnforvYa/umaeJ/SpRtZISyLx1zTaBgm+03wt6VrW9akdXYrl9j401YMhYCldkNSL89s5W7nVIkyPliHaWcydQctJCOI4TTHGyrjlFsh+MRrZqI4DCMDozsbkRBU0Y9Q7MqsKz9WS0rvLU7HQ8DX/7oS1C4Xs9cr1c+PH3gOs/c39+zrpXDOIIGMPq864plzKw7JwgG/KZkItvLYkFBzgOHwx3DUKirMTPNgZTbsWRbQzYmCS1bt4xwjZW8C/obQx661ka4Lr39rcR7sLmUo5zJAaHWmSvukLve2r7rTAeARMAbSNiJ8VK5jKRKanHe7d3ZHW/PqJJAhv7cTTfdr8AE6g6cEtyRS94AQ5WW8ZbZEXiwC9Yg5eKlvK535w0t1Oey/Ang12/i6ODL7ohpXasHlTSv8kjbd1IxkEWELLmzSdZlddHo6uewd/rw4p75urjeS+olZCLemXNtnO6OBgJVyzrmJKTRuhle59kYystiMUoy1u3j4xkwJvg0jozDAINyeXpEVK3U1oODoQhpFepipb4BeiWyNcXY9VYINpSqUuK5/b9Pvb3r5cI8zzSUPBQroycxN0XX1sFVFRNJzgiSChUDaA/TxLEU0utXTIeJP/q7f8j122959y4xjJnj8chPfveHPHz2krv371mnyjQeOB4PqDbyMDINA+Ip3FKy6Sy+ectlPvPm7Vv+3k//iFcvXvDw4gUPLx9Y68J0HHgxHDBGlf2nqujq8971iyRbGb7mbIwaTeAajeSESqKSXbsxJvpmE7IkUhkpHQjfRrI13ZgQdGgOyVvgvAd9RIQaQFQpLgOxC9LSBiruS9QCrP1UAJXEGkJs6wI/5y2SbHM/vn8zYTzg8p1TMJ/MS9Tiybqf0tSZwWzMTN9oJBlDQcW0OqWD4dXfz9o7qO1LtlSV6/Vqtke20qB1ta7LSfKmr/dsFjcHPtv30F9qwIqQ8kADhmLyDNdlZW2mq1IEchmo68KWCtvexwpWSeC/+fQqtyOAmb3P6X/5pG23H3167nW2d9vK4D6V8BQRRIMxuU+kf+o6+tH7NWDD1kKzgKnvzZ2pC0QnN7vNSL4IRQpkv48QUu5lmDuGsuKxmZca+WeQaqzIlLpvjktMhACQ8rHm1qcYR30MNcKAbWxzzh5DxPjuvpcSRTEJGWcVJqxj9KwLugOPJSWmJJYUmJ+oaXBWodmVvCu9+5Q9gduOZ+r/3jOI4lmtycr2zkWld577045tLIJtvdnR+L0GUOY/7z7+7v4iuSst3QBVe4hz83lu7fceuANj4ZJzOPS2V2giFe1MroZ2PULTDpT+DPu1ta5LB3jFcZfbRNN3H7928OgGK1IIzSF//TSKiS/HYvdhTZ4hSKXQ6rofS4wWbqcIBDKJaybVRHUUWFAQ7XWJ/XU3K8OSlBjG4iVaaqLTjqLmlDgcDva99Iq/8OctoH9/nTmvK+8vJz7MJuKo5zMMZgzyMDA93FE1sVwX3nz7huPpxGEc0OsV3r9FPv+S6+XMN998w/sPH3j3x38My+wK+it6vSDHO1589hnjNPD4/j2XywVJwsP9PbVay/Dr9drFL9PpRLterPvTWmGebbJNB7jOPlsLDBNMXiJYn0J8wLKKNFJTckmUwcTDx9EoxyZ4CEurJkg5ZZInelIGvBtaEjrqXEpiHKUrustYwNFzIhMJDNNEbo02mNBwLgMvX70mSe5OSnbBSAHmdeH9e8t6vPrsNS9fv+LudGQYR9JwtLbZ2Wvtezbb3YZkwtEReIEFPbXBkEvXejEdKFPJTzmTtAANTSaYPJRi7XNrYjXsDSVBMuDTHAwLLHPO1Ka9cwhuLKtaG3g829WaLegUothuzJuL5SXJJBlsM3QDoJ3+4XM8hWBpGNJKIjHK0BlR+D2kJJChrlEmI5uTpAHW7uix0Nup/1k4vn73lv/1v/i/51/4H/xzgLIscw/gop48spvdZgm9K15kY8OZBjoIKR24CceK7mSKReq+F6htBs8AdkWoKNnLe0vxjI/fx81Ghex0JPxnHR1iuz47J/f5JumfzdmyJFXN+bvBl8Q6JcahRJmKg0r6HD8RpNificSQhlsnMXnLW/9uaMenZNppQjFwRqLjlHe30ZVNLszWc1uttffxdGQoVvJwvS7UtfL4eKauldN0IOfBAuZmumnny4W2LozjyFIr4zRyPEysa+XxwyOnw8QyL6YPpjb/h1J8bTpjMOXbse2HI3Uam3y0XHWfRDZApTN0O5i4nxE3/2d7KNYl0AT6/Wr7aH01cKUMmXVtIFc75zB1Gr/pW23Oe5Joux3/L7t3DIJ1Iuz0f55ngOWmDKv5s9+MS/PzJwtKi4aCRjhrbJVMNj3Nrm7uW0zFHkyH8/Tx+P/6D23Wxa//2224BbdWvpmyMXJTZpfFdV51VRoLOZvjGaFLMLNythIHbVuZkF3HSsXNGbQ5MRTrRtqyve+UsmsbgTJ0m7SuxnadZ+sQWoJ9Kd4Jbm0dfILVwSHXMIs9ebaObarKUmeWamV6p+ORlBPLsjJfrVslo5V7rxhC2fOgCnUVa29+rpQqJDUBUC7KohVaJvdAPqHVmxvkagC7gqZsFDBZEVXK3Uu+/PMjdZ5Z54W6LFxb5dt373h6fEJyYpwMLBuGAa0rcpi4v7tjmGwy5mSeQVPlTk/89Kc/g2QBwt39Ha8//4zz0yPzunB4+ZkxEHbg/zpHd0zTepvGkcPxRBVBU6YOhVSyMYxyciFYKATrxtqM2xQ3nyaSa2jrfpK9e40Nx8vZbIXUDihZMjXk6bLrVMlQ3JGxfaSF8RcxQIsILkG86icNqZeTdYaQB40lZ8t4V5efkAAHrKRfwQCwZ0K81W1aF9j359bqL/gZaSDWl7LuAvcdNNlMLgA1IEmS7u6l7s6jLoptbOScMquu7n9VRNPuc4pmJcq2Yx0a50Z7kP5bhGv/ysff/E/+Ltfrwn/zv/VPGHgMvb2Dqgfn3AIJnzo2MCgGwuy+/Tt+/+kB2tvySFhGYEwf69ujB/a76+/ZqFHa0/+9/5skhOZVBRsLcpf/8T/2QGcEoR4AIM4ed5aw37u4uP3eN7OtemP5iwQTtPX4xMrY7CZUMV2vJn3IfFl7snL3NMk6bz9X3/gUcITCWqtJBoDFcf7gxkxqtDX1vQJVj+d24s1ha9xHEe+qHfpofeQEb05k8gji/lMkr3OjJx41hjXel4VWu32fZ/vfrluu6g4YT/059xOmfaJUK87Zk/bP5k78vINYbmLid9XZPaHfaYkywOfE/ng+d29Y03vfXdWaQWBVNnvnyK5rn9W2gaQW5+1hqv4GyDn8S9m945Vf5fi1R37v373jX/yX/g/8d//6X982nj4urkzvwYH/FPVFzLYE3dHeVnIYoE/SxlAXw39GO0M7Khmb05CFNE4khTVnVkkMOZPWFa4zokIphfvTiVevXsLTE5yvzKroYeLpMrPO76EMDKfCNCaQxPXNW3RpXNOF4fd+1xyoeTZNn1Z5+/YtH56euL55Q51n7r/4nJQS799/YHz5guWycHn/niQPvPjsFfXrb/nmj/6YoQhtdCRSbVIeppH3795bcFcKqRRzSOZioNa8QDnY34sDK8H8yRG4WqA4DJmxZNMgyYlpGimjZRurNnRW0nEiM1AdIDHVRjieJsvirFbSlrIwjcVEzdeG0NC8WVDTRLQOadt6FIbpwOnhgYQJgs8OhI3TxHQ8WMa0rkguvPjsNQ8vHhjHyRzZfKAMo2sRNSQ1kludnHDRycjauyW6CXq2QEWaWFlZ1DanZIwqkY4Cd2ZHa1C39rJr192KTS0oi4I0kCzm+GF069DZsRa3rmUBZnhcy8AMp/QW12bs+nD6n7FW6N83NhK0Kh444h3CIoptPVhQbWSxTnWCeKZbSclo+8vyqxma78Ox1soffvUL67RGGGML4HvL4pgL/m+l3bzX2BTtd9tmFsfNv10I2ViSO/R/nz2Jq6p3X/M2ucYe8Y55zd6Z7RV7x+oWxFI1bCayvkmxjorS9nuKbbxsnfnsqbU7LQEGKHTQtes4uYMWrKOo+e/30NQ0bCKLFo43imqG3LZctN9nlCzkJN0Z39xJY6Hae0h9zDTZJyrNWEF1pK6NZb7y9PTEMQ+0eSGP1rWtaWVdKuNQTPtuXoxCLGIsyNZIJZvwr5e0qpcJG0j+jJWVxMqkd95mAEbxVqObW3TIC/2x7UQ9abgbkHjFu7+Lmdy2KGmwNdya9PcEDlbEO/LvhVMVnb0CarL7Uitd6duwO/wt4qwAkWW3KiD0B/o4RMmBmt1K4iyRncN1IzIp4vHqs4EIb1t1e/6btWVBccz5mP+/6WNdb7N4HSxVYyy0nEktoVnJ4J1jU7cvrVbXVYTilN4kybT/cnJ9jLJj9Xkr9KaobtoeOfe328HB5u/ZXpe9t5wSTRKrs9Qs21z6HGzVQKUo28UD7GAeAl7O1jxIUtZK1xEzNprrAjpjQ2T05iibR2+3JJbYW50drRGsOdvRbdQmPhrsHv+c2L3FvTbURMPHkVMu1GWmLouxueaZr9++53qdWWtGF+W6zOSLcXxLKaRRGHMxlo+XEefjK9q68KOf/IMMp884TAdefPE5Nb2g3N0bsCcjkidSKcbWrY0mldpADiN5OsAwMpdiNj6b1pIIzkJujDkzjCPr6m+wbfDoFuQYcL1Ga3u2TLQtGWO0RhIIL0eO31ne0ACwMlhZhCW43KbGkku7DrEhDOx7lwTz1NdnB5DEExptVzJ0syZug7fm+kFNtYsn7xe8VQO0vkeFQyRhcrXP9N3eFn/JqHriwzvTbuyiavYpAs/mnREThJyAdNDOS/xEtjJCt9fiPqR6QPc9JBz143KZ+fabdx+9o374+9/b3Od7VgeM4gMWcG2/JwS4d77P3oA/wzm233Xk4JO39l2slWcf6j7W859rv/e97W6d5Ur6mFkKrsfl/qDuHRrd/Z1N7HkDPwKQjCK4bf2kJJu6iPuA9lnAGcUmgL9bTx1cSl2xQ6vc3ION4vbutrjcYw+f69t4hl+xe5dh29V8WtK2F1klT3KW8K1vm0g0mpeJxrNuePDej41ye93diwRgE4+z+x7dD9h8sP3vO6GNWxbT/ki+48QeLH0MNiyhNSMFRAOCZl0LtpPHoD7zsT95yLYeth9F0tGH2pmk6rFajMWeqRd+WC8B/sTaNTZUutl1VTEtwV/h+LWDR+fLhX/r3/l3+Gf/mX/GaGwq243DJwx93wn8qASDSPpoyo3EQ0eYW5DwA1nzBSvS67HNwbLAK4khcdnBI10E64KaEBVWWdnnVo+HA+d15XE26tc4jMzNQCfG0XRvinI9X6gfPth7ToOhsJ55PH32mqd14fzuPTKO6HW2QHUwCmjx7I+uK9emSM7kLOh85fGrX0IShs9eMRyPyDgw5oxoRutCGg8cTqbxoWtjvly5Xk1UmmK0aNvZmikQBhUOEO8WZHRqi2LKYC3vh2EgF2PiILCWxKBCXY0B1WpFkjIeipcXmu7BMCbGw8A6C2CiliGMboGndyQZo+bWMpnjZLoAOWWaJK+lti4pdw8vOJxWZChcr1ceXr5mPExdeCxl29jFA1QL1qzbmAXgGQiNrC0giwC7zz92zoRsQti9W90ultvabdo7jlbn0TZRff4mX33RQSGRu3OXJAI9ASlEi9EbYlFyI6vbBhVYV+qGdRfMuRGJUh8TSsGZS07jVM+CuzGyFtCJMljnNl13a3EfBP4ZOmIzCNFCG8c9QESnvG4sCHtXARyFd+E/vb1A7Lsa79cd90/tgi2EO33DqY28Y3vtA/dwnLXXodknts02wIsIznSbu34/t069/3oHQFg3EPUOaR7oSuiyqE3IZy0nbu6PeORw2HDnzcdql5GLu497iZ9snw7HR7bBCIcrCVWVy+XCJJlBCq2M1Nxoy5WclMvTGbwmvPmaPQwTqpk2m+1N2QLp6JLV6iYovI3TFpDv7/L2Q3tHzV5UOIxxz/sBUw/oO5vnxkHVZ//291NBRvG29ZvTKSJUZ4Jqbabb5rpC2rY1bpNQ+xlT+Pt9n40h9ntO++tvTqjssu97p6aDWSkhPdP3McB6O6v7E/fgMD6/b427jfreUfzN26Z9RrPPEXdEo9RSBFpKrlWQYnFizpyDw+7PpWT6eiK2n5TiovJus3r3Md0yr2BU9y0La4zemCeh0xbzSpJQ12qf8T1B1R1oB0yHLH3uourPuQWKISivJpTTNZgMTLP1FEL99G9ucz00RjYwcAveYr3FeMScSl6WDm6GqnYza2WNgrpwfBEhy0grmXGsrMPA5Xwlj5CKosW+35x1o7lwrbBeXP/Q7y1lYVmEw/1n/O79a0opjONIywfGw2hC32kmDSN5sM5qrSmCsSzT8UA5nCAnFn/XOWHdOVtFm4FXSWAQpco2xkgYaNNz1JxYRVnZtL/M7Ii19mYTZhcRmiS329b1VfBmG9na3LemrDVEqHH81u1/2ux3vLMIUEKrRp01YbsEna35nN3T37xvELXZ3KuurxUJmpRyL+EN0F66Lo6E5afPjhsTvNkFWyLBCIk5YgkIpQU51NaJNrQqqxu/SCJZwsPOawxAa5YQwWVnBbf4josb71tRft8P3xu2NcbmNPixt+29EYW4pf6EzwH7wPr/v7EK0PsWqPjuc7kVu30w+oTf7jFKxIjY05scdCQp9vX9nm5x53b1KE3+9JX7/AzWcQKyOs0GHz9jK9OcaZJAq5XQI+JyIvEcu3pzcb8eX/d9C771UPcYX5K0dTKN+7vRmPK9jM0+x/uN59wnQzagDnAmO+B6nbE24/y67Tvq8WF3IrlZS58uV4wVGuPqIFzENje+biS4pPs4goPYO79Zd28t8ls2Xq3/5vlcszt55qzo7o+4DxFabVap0/e4za7ZKXxe+pn3973tkw7S665EM5Avtpt219vuTiIO+ZQ/9unjN1ZzkrwWU3Qr85D9m4ljH8C3cHIa0fbSPmp6HNHaU5uytZ0Ht/pote+YeJ1tuJENQTB2xTiSygTaTIwxbikmtQ/ysiz9FwFWrYsrI+bsE8EE4a7n8zbrkjDPV/L1Qh4GXv/uj3n6239AWy9GK7+7o84zT2/e8uHDI198/jm//E//tmXQTiPzMvPV3/0W5gtcnuDunmVe0TxThsw0TjxeribaPGTTKSgDDDCkwvXpsoFGqrA2G6t1hcNoMa87liBUERaxkbVsmJBTNr2QbFmqx6cP1oYXyGqGzXAoAU3WulxgnAamgwtPigFzR+9oZXXA1n5bxtYNRk7ZACzEdAdSIQ8m/D0dTxzu7slJOD284HK5cLq778i7udMVJHlJQOr/WWA4eGlG2qbaNmMscHegx4yYt2d3h81KjTItak9lKzFKuZgujqyoGPCWSmKdNxbWcLD5x2pdSppr5yR37CQFy2gfEEFMppRtsSdVqtumXFKPLYWoHfYNuW0GaKNdimmVoE6ZtbafzQ1Tq+bolqHcUnDVamr/LB4W+AAdEDDz/7xGOjY5Cwo34aAtaDbHO/fNNwy3/6GwZQ6i69HuA8THo9OeFRhkijPG9k5aOKzq75dum2IjN4f61siqbqyjjwLxbvPY5r+zNBG8RFY3Ey22xpLiOhM3D2H/TpsD0a+RcDFUAQ2af3cf/Pl8I42x1HAMEpI3x0NVSVgQWWtlvswUGRly4VQODMfCJDZ+18vVNWJsXaScqToYUDSUXt4q0sJFtnNerZwnOyNTXABR0a3EFPp86IMb8yPeEdyInO/fQThYCs4W22clP+0I7zNNEs5KTD21WnZFKXmruw87u8/CiQtci5qY+Q0TTByccs8jnJqkdKZD82BvczBlu48+DHvn8pkTdQMo7J4P63AUg9McILkdQOnZzOhO85s8nq+BCLdUcd0FT3JIzLXsoJyPT3Ib779PDsik5OX5Xopdl2qB/5595+OYc2YY8s07ADyDafsjQM9uB+iYgtUDARBFeWMuqZ/f5tDWDVRVvRxOfb9MXV9n3+nInn0Tbd4Lw8cYBbNyu4YxML33iftUm6h6Tmn3/UYjWoOKs3f3LZKN6UVOlFR4/dlrkApNKcnYz+uy9vI9K1l24MuZWWDMqFVtXZETYxbSaEyhcRoRgVKsMYgmy8SPYyJhbOPkrN/kdmYT7/fxpHXRYtTnQDJwqCWbI1IyNcHSzN+QXDxrnjGBSSW3RNbi4JCwFGv20FxsOycrzZJkQcy6mAwDIi6NGawh6fp5rW4aSKvrYw7Zkn9rdQBSGqVk1rVuc8s3BA1/3N9fdK9c68q6GDsNDJAqgwLZ55gXt2oDrGw47JXERJSYkB8FFSan0IP7nUh3L4mKQM3W67pUpKQOmkVgJr6+cjHZAdSWU8oGgAZTxEqOguX3Z+PoSQW6Vfvuz4btC3/K/avnX9H++S3p2fe72Ku27X/b4nS7uvnX2Zl0vpY+Qf3aAw4BXG430pz57/Fh3QFIbouSeBvW3T4Ye1NyrcreAne70u6abvOUXhpmn5Cd7+EarfroU9nntSqK3V/cuLhOUPgMod2qcX9q50oDpjMb5Iq4DyyJv9c466/KH85w+u2ZjCG863J4Ax5uPltP6/Tf2/uqPieGnLp/08+tVsFxywzcz7MdQBTAT1w70Znf4W/sk2kdkIozaNgSBwQd7LrOq5fdxnuOvfVmiPp+q3VLJAY7fxvDTxx7X07VuvmG5lX35WXDLKqV9yXJaEpYQyS2z6v2apfamgmme1l3l9Xwe7Xy4WprpM8R+FWN1G9OsKQzIsyAbH62/yNhizcUENwQ17rgVTv+nYaOSroMaFce1/52ldoDu54xdnYHKVk9uVi9ON6hYl1XklOeg7Jo7au1D/KyLCzzwroslgVZKx+enljBDNX7J66PmWtWkAaHo22sxzv+zt/5A370O7/DD37wA/7g22/s5JI4TCNNYF5XWq1Wf9+nnTtr8wwfHqHONkjjBDl5Hf3CfL1yfnxiOt6xLAvnD49csM2/JKuhl9ORdr4aYKTVGVpif5aMZayyb3qmVTQMA+M4Mg2F6TAyjqZtkGqGNLCoBddlcEpwUg7HzLq41tEwMAyZlMzxLX6daZrM0KoZsFwK13lmPBQTKV8bdb6iIhzvXzDdjX1hT4cj0+mO1iojyng6sLo6fha8zbBRsD06JCVjT6VkjnZyo9DW5gGUdvsmbqzDGARRPOXBToc5/nj5kFHxF8a7O1gXhObVgLEpmE5SSiYcuznSm/EzgUxILe7DSuU2gvaGgQ+5eBDobRdFmLyzT6wBT8yZo5tgzCPX65WSQxzQzmXtUkN0m35fvXwtxjVaO4uVsP1ZEsyO4zJfGb0ldtQCC1Y6ZRvnRgvdmTDb9Lshux2XGGc75NnP2dqd86k6fe+0kQRGemYU6CARYEGUB0Um9K19rUQwJmybSWO3A8Zd+waZPAsBeJe02p03YBPsTrtAP4JeO0Hf5KXH8NovZ9v0tvEHgBFsEmErq0C8JE2SC79qd+zBBQSxQCU5eIAWVKrZR3/wJIlDLhwPB0jCh6dH3r55Z6VBzgKZDhNrXch54HIxcdScE6fjCUmJWlfWtZFyYhxHhjE6aQklDTedX4TI/O+cQszOSRbroKmN/JFrEXpsAUqHI7nTyNofAS6lZPbcAx9tsbdKH1/czu7ZZDkNpJwMwIsARyzmzFji86Y4VcKJ3AAJkzCJPbfPpr4etuDCf5Z3Lmk4k+FpgevpWFlorJvelVBjLMXKmvbrJdgCrq3ymz66iHmMiyZbEEkZykhyAMlKictNQAM+NmnTSDA2UXPBUgvsc/JOmFYn49fzDLkkhiEz+DpQlNy2IDm6QMWxrAvrWslZt3tKkam2jbGUtAmQtm3/6s+pjXWJzOYGcMXvxc8hg62XttZuMfdP30Sxzq6V6iV4EbzZ4PocivkftnC33vpZZYsfJacNV3DsXAbldHckpdjnRlBhWVbGeWZeFlv7S6NUK8Vf18ayLiCrdUQCltq4XBdUzqy1UeaZ8eCaHmk1poyzslLOyJBMu0Q2XU9J4l3pYoiVtS5wVbQlK6fN2Upzha3ttAhVoAzGvM7ONIrmTSLZtJqSdF2ntAjzMm+7lVjSL+UCmrlcrt0fF72dm/09OdMjwASbA1sAGsnVtrbewS/YDM0/35wrFewf8+MrURkADV3t5yknjmNmvnric55tjrhswpASh3zkseId+raAHAxcoIyUyWQCaqvQBF2NlReaqQlj4qsoT+sZZqWMxia0clJnWrUIesX1k/C1ZYBg60kcPlrf3+cjwN3UnZjNJuCg5v7D3c+Nn31yKD7tT24+whYk2yVjLsEa6/75GOumIdNth8hH72PrmRz7Z+1dqVpPspl9aQuQXE23uFB6rDcz2SyxcPwetv0vPiskB5fCs0FTB5TCX7Pk1G7QYp+NcfBnWpo1F7IEnXVvNLH9jMq2t2yghzNDb+7v+bEBMrF+tiTWLnm8uyfCTvuKNtZU2u3vmx8YTkkkULbT7d7x3o7sEkLq+5HcTDMr0TYpAZsbz70Aq/IwX7f2+27bNSLml90c3rvusZdHtUfcgN9z1ZD22Fiegcvs9Y5Cp1D3LwVQXOsqyC4pdVmaYA5rCvCNXsIW52piP6vNk73emdT0a23vM03Rxd5vsYYOWq25U12WT8yDj4/fIHjk0bmXPewHsOlKas6YwAWWBWimIUNtDgz4d9v28vHzWEeiinUJapS0Iq63EBS6ulaERHaQIfmOXZeZJgZUodXdXqvLfLi/4/37d/zOF685HiabGF7ita6Vt5eLdfaqFXIiTYUxZy6Pj1CVaRi4nM/88o//mDffvuFy9q5ndWG+nFnVJnU5Hnj35i0/+MEPkMMRUFgX9PwI9YwhAQfkeLQxWFee5pnzh0dOpyPLdeZ0OHK5XLxTSubNz79Gpon7hwc+zKstxFahrb6IJ3i6QFVaglacvSTG1BkOA+MwOGsn+4RUapuYYhH0zb9yOBYu10eSmnYSKMu6kKeCJBuzJtU638VKWGdSKkynOwaNRZEYxon7Vy8JT0ZEGKbJ9YyM4dXqTB7GLbhxp5JcXFzanCJJ2RDbanMwqfTyyQALmwc5KYl35jAHICMmmi300sgaFOudwRvShIoyiJJH6xD0+PTeg/m8OVieQSzJ23uHYU7bZlV79yG642XjopRinXmm0QO0Dl74hlpXE4vTbX1N48hazdHaKI/27lokM3DHPycXurTxKMNgzCjPDm5aGn82jrVW/kf/2/8V/5t/7n/Mi7u7bQcPQEC2sf2Tjg44qkaM0+fGbq8h2EPRYlg8yNkHZCmHs2GgiqiJ8IoEgNWLm3zeb9Tb6NIUmYY4Igux+vvHtZQ6iJk2qfh+794SXJo6kGbgSEmR4cI6fuABWXQVCZmiHYOW+KcHcW3XElXEAaDsjlqnGeyP5ADmQpIB1bwDL5qvpUK0a87FIJrmz5lEePFwT0mZ9+/fcz6fWdeVr37xNZ9/8TmHw2TMJLUsYtNGSEOJCMMwMY0Tw2BAcqtKGcrNzFBV2lqN4RdMkebZvVZtrVesLDiefTcGHSQKVO25U9yDZgOYSBlJVmaxd7SM2QljLpxpUI3FWYYBIktVm+ue+ey1DZmoLGrh3LIBkH3C4S9St31cOi1kPx6fFnAPoKsDDc5c6Cw3P1wGZauMjMBT48IxocL55Dd+WCvdGItYfwZAFweobW9KN/e7ZRL34Jp9P0D7yBxu2hdq7I/dPtRLlKEH90kEyp4Zth1JzN6v/qvQVlPC6bY99Pr0wQMwYcuMhm20Uk/F20Vr7mzjPi5eHpVEOC+LfV8r+zbV8Uz74/kr3Sf2bTu2MYpEj7ZqwqX9M400DZQGMblVFWpjadcOTrd13fyAITGWEZHJAPWd/V4WE8+/nK+W5PF3tLRKvZzhcmZqIynNkDOpDJRhoBzMdkgubqdN1J/OxDKDKRb5srbKyuq+5pHhMCFqwrtJlaVVpBQKGaFaIlXE9x67hjgbtKEksdLj1BK5FgNQYs15ljpap4d/budLN0BggIVAZyZX7w61LUmzRVVbFw2PbpSxh1lSzxtStGqdp7QQ5RgiW4ekwActoeDvW43ptM4zFbFS49FFySVhhMXnzIaNobs/QuA27G7dic+uVwf0GXp5vyDUVchpsDLgpbFo9XVRfG0bY21dfguM0n8ORwTu/d+6Z4js1rk8T4ZBACgfnVO3cmvTcau7ORYB/e33PmXD4lx2KZcgSMmqRbYb847LdM2iNSVyW5FwVnZakHtwNADe5Izn8F1C5zGYOQljYW/72AYkpSTGhvSnwJQXb58r7CsNWSf7TlIkWWKk1orKwsrMKsoYJby7/3qZuAR7RrkhbuzeyS5EeHYIIXpvnw+91lsgL8YpHtKY6t4lWI2YcAMc7b6jrd00lrBXp9vv1XyR9TkU9Inrd2bUHvB+BkRVxP3pzU4Fu6lW04xMKZGLUFf1jnbSWeDxHo3ctM35zR+pfYxvYoYEIYq+E3a6+X4wmFo4X7qxO8Ovc0rNTQwXbOGNgSVkh3hMngBEmsfBmeNklUSX2qhV+1gG2/NPO34j4NG6rvxP/mf/c/6F/+U/z/39g28UiiSl9ftWaMbOMEcb0MpaF3NMJWrqhV7W4UcSJedm50V6MFa9y1csqtYaOVmteF/GClkrazMEU1ujLaZ1NAwD1+ulG06bpOodSGzz/fKzz7g04endO0OlXcz27uGBoUw0bYzTgdoa1/MTdbGsVT4dSVnIqqxPZ5a37+CLzzlNk6GOtcLcoCa4ewXjwOmz13z++WvO50eeHh+5nq1T0JAz+TBCUz57/Yr7uzuojcd3TyzXK3Nk1F3w2bQHGlxn7g8H5nalrpXcrLPYNE1Mw0DJ3vq9ZHIZSJIYUqFp4nT/QMoRIdqkT0UYHkcuF+s60urqgYizIrBOYMMwWplX70ZWuH/1mly8i0sybaJhmjC3wxbSOB76WMo6m/HPuWdzw/GpzlgwfKS5/RSazl4uY3XLxTtqdHBfnKUR89GNzbLYHMxJoa0IMJUR0oymAyUXWrtCtFEXOhqdS0LcQNE3y+TAcpQ+7Q0zlNF1HJxaGgZGooOcs4jqWjlfLjeI92GaEBmt3GZdaItTx7F1EJYzZWsEL8Wy2pYptSxn6pkGC1ZSKQYipcT1Ov/naxx+i499NcEnfJ9tE9kJ91qnmmdOKx2KMjBmH0TrnkpsP49ORn5lyzirlQ9ICkfcrkVNWCLUMx++FsL5mlvtoE9KwkBxinMgVjjjwMWSa2VdTOw9i10C80cQ8c8maw/dBFbPRiUXYU7O5tTW0CxI3ZyHzh76lPORKkImt4w0K0dOBRdchchI/yrtVuNoaoCnAofxQF0b0zR5Oary9GRtyZ8en1zINzk4JJwvBvIv68Kbb95w//Le7HXJDOMAmD5JUMWDxh7i4P62+5wwai2d6bANAB9NLnstjpz4x2tkkfw79n4E4UAZZtZ15Tw3lgbTVHj54gWXyxW5rB34eR6Y31zTL2wxZXO6fIBVATJ996GtuVhs2oAiZwa36oy4vWYBGxDWdiK9re2AoV05lwWk2gGk/WB19vFvwXFDu1dzqKsHG3W1cqEQd481HtludR8kD8Uc2WRdOkWMRRpDIZgzqBhYGVotMY2WOcqMzQHuibco195TGbGOfMtlYV0qaUrGZJHtvmCx9YhpCgabJcBnVTWw1udL7OFCrFtFnV0NGOs3mS1MbLav7VgFWRLVn9uS1c6eCg0ojM4vPrZbZ79nR0poa6xK1y1MCCQhMdJq7GemhZhVDXRpJlyOiD2LO+nD3YF1WRlOBwfnt4AHPJhoizMxsnVnHAeGw4FxmGAo/Rn798QTS8Q7rtS6sK4LkyZ0SEi1hEIPgIGMkIfE2hTRBSlKlULSaJ9ubw1NpKYMa/poncQ8aaKk1Lx7T/KAU2+AbrQ6gHkb0Kk8PyemySK3G2iwvlMSSjG/TcU6HBtrwEqDexIFSwh2u9DP741J1sqyVnSt5LSymjimdQssguRdCbeyY+vtzrUDisJUt6Zd+D7nYOv1l9PLO+tat2x/+G/iAZmXkfDxjPx+HM/A3+3Qnd/63UdrUeEQPtK2l1S1hIYFtVuQbJeVTwBQDgQ0g1u86tzti9va1nxteLdh2Rhy38X+MnDcEunGNlqpvvd2Pq1LcUhTyi4xIFWsOiVDUuuAafbNVqeBWT6PRbbYAEGlsjJ33++m264v2/0dd+2oj16RfPQePrUP7seWeD79eF3dAk/be4jy5WDg75PNN9cIe3mTYN7AXwNWzCdYa+vvcX/knDq7OEpFAxyKZJeV024x03VeGAZr8JPcz2kfjcXODw3g8xmT6fbz+2ez78NW9r+39xFbPU80C3g5ogN7O+Ar/C3bQ+nkF89W3s7/7jcD1Uqrm8fqkThWNe3JPORt7jlLuKmSquvRiXgjwe13z5t8fNfxG2MePT492YDdQn8+MAYIGWDUto3UJ5CobkCFJlLLSGmWRVWrsQ4H3hot5o66tVY3LQTBXDb1jHrUfbIZo3BGQzxNPUMTAXXO2QSpmzFYPvvsNe8vC9e3b4mONbo2JIs7OEpdVpa1etmIUdjrfOXaKuPxyOHuRBtmrj//e/yH/8HAZ198xre/+CXrUBju77h7cUJy4sXrl5wfHzkej0zjyHl85MOH9wjCYZxotXJ/d+JwmFguM9M0sbz/wHX+hnK6N5paDdYRDMPA3d0dQ86s84yglJSNEKSNuVbyUBjLQJ4msrO2xsOB6e6OodhsbtVAvnVdzHBIRnUxNmtKHE/G6AiDdDreGwhUm4NCA6dXr7Z6Za9lSWkkjLGIvdlldfqeJlQztSUDQpIBXZLUmFRg+kYeiPfgvoG4AF1kvmOdGqOjTxUz4gqktQfjwVqLLh1hGMIIm77ABALDMLOuC9lLXkTgcjkjOVkWQdWyr8m73uAAwS6LsEefdxafoIhKtg14GEYG1+4xSrvRsTXABCmb8VKb58ZcSBRRUuiAYcwXgLoGFTt13afnLSf/rByxocYY7He1W+fDNxu3WR11BEIXq7ZqYxYlf+wBJA8b/T2FTezzLgDDHk67llJ1FqUjOZERV63G4APW0GTA2Sclk1bXD6kV1dBckc7kkB4Ebo46Yllxbe4My+0TRLZHvXtc3FM0UrxhhSYrdyyur4U4YzEpH80kD2CinC+cgy1A+5VeJQDLunaAQlWZl5nr9crgpTMPD/c8PDyQSma+Lrz78MGDdy/ZnSYO08T6uHA8Tdzd3TGNk+0wLpTKszcb+iSd2bdzOr7r/vd8kBBhrAhUo8KHVtHe2YhvmG4afLg8mjg/yUXfU2c7JXEdNORmLPdHd4509+72j6WmMei1hyBRwivQKqvP485FdR2TzQHyNSP9Mj4e24oIcd6b22sOton03yvK3rGyd5y87O03X7aWxLRQtLUuyh4bjImwZ6OgJ98P0y4AEnvfOWcLrlMhqZU9t7axMXIuJDHNmdrqpj9hV7G90llfyenrhuVJd/J7QJGsdFybsiyzXVcm28easLSVZam2bjyD2RngiiWI2MDAFAGNWukC4HMxxiOAgbBD6mCKBZYRwJgmkINCiV5GbeUB4bHtwYmwXeYDJBU0JZIqq89pkwD0zqoq5JZJafCAIBEWSVStGrTVLnGwDwISUCI4tai434Zqpa021tbAoyDeda15/UBohGVvhoIIdVE0GauoYWWJ63xlzAN1ubBIM4ZeLsZ0VytvTiqm4yS5B71NxK8BohWk0TQzOxHDygo9FOjugJfaSe7z5HkcWt2mmAD4lh3ff9DjZPbtxm8P3WxRmCO1NRxNQgJwFw+atFl2vLZm5YK1sa4Ly7oSrdAlCcsy25rSRE5KdnsJ/i6rM0HZ1pxpjG06NIr2JIm/0G7Ghe18e8bFdx1/EnDxfTi2falv7Kj75qYzZJuB4OzpGtGUgwRJEC//Ui9tA+1rWQNcVPAKzk/fR4xh2u4rwsg+X3ZHMJqeA1JxnuY20ACKigQoWk3/TPxiQtilLWGr4E107OL70k4RoclM23X0M5/HypBSAAW6m/j9/u0/d93Nz9j/vP/e5mDydRcfUWk+3rAlMFufz+D234GXTQD+u494hrU2X2e9MM3jkx17NgAZf0Ed2IprO8gR3ZupF1oqW0lvPNOOfZTBySI7ANf9VISuf2hAUOox3vbnp/2BPl8cONov0Q4Oxn5iP+1j0dCe5NkmYghPy01SJfbcWCM3hygaTDS1+RTPqtpoi5WYRXfc1JnDDsKnzVfqkYLvVcGGUuy9acMAW982G1uCt9X1V+6g/ZsrWwM88qUHBjf/H3WfujPYjSEPoKZtETy3JOIlDrbZRuDX1ErWbMMxY9CRvjhnZ2nk7uRr29Ds9Aw8ijeUsgUGh2lkmibgHfPlwtc//zlzTdQ5WDZY3en5YiCSQJ0XYyqFv+PO7iZUppAzn/3O7/DqR1/y/tG6Ah3uTrz8/DMeXtzxi1/8gnfffMuyLNx9+TnDNCEo8/VijIJSoFgL38v5wvV8YZ6v4CVlKs3ACcEEqf3ah8PEYRqpy0JbV4aSefnqJafjgcNhYpomDscTh8PBsl0O8JTxwFAa6Moqi7GLVih5YhhWNyzVz/cZIWedBKbDiXH00jw8EzWM5jT2IQ8dps1JVMVZU1Y2og3XMypenmbzSqSaECQOevguk9QWaE5OoU+x+W1BDmnnIChI86z57iOSMomR8XCkrSv1ejHNAO8OZ90RQh/JMQWMYti0MebixtvWgjmRyZly2yYXNEhjUEp36ta26ZzkFGK42nUi1YM7K3HbdEhCjFSdnh3BPISzK720YKOOx1jZ54byGzYhf7+OsD1Y8UBq+snKobBYMf49xpZNnNU2Q9gi5u0Pu4R39AlQBNiLB+4p4dZyvZGaM0Bw0eq8bVLqJ26AWH1ZB8B61qJ7EBLRwv62LOhQ8WxvlCgp2nvF+kOzAzOx7HdzQGHLqFtpJl7aGfoD+5KEmIsQq1tATNBX/Wd75yayOn+aKy6SbNPc3eNQrPW4JGGpxirtHQWBYRysc+Y8WylEXblcrjzmTNPK4XBgHEZSFxTj2XhKDzz7Z/rssI8kpAvVb4eNZwvAiZ018nHrI5p2ZSV4dnypLiINRVIXxk0p9dI0C2BztyX7y8deG4+i0IWJ5eYOd/fbvcPtvfT3hzs+ukGfaMcQiHe8Vbi5Q7SLI58fcY6I0VV9LIn1szEx6p86O/7+H4Z9pL6+AkAyJ7yScaBCnSkY9iKY966H1EHe0PyADbzJyYMdFy7lVm+habsR1O4Cx+vaBeODxRaaHQYGmOhzOMa1WemNKhynqc8twNdXsJ7M30o4CzIAorQFea01alw/W5a4BzAR4EeAZ+rGHZiOgCmCpdCwiK44fY3Eg8SM9Ix9ycN+W7f519R/n0wkvm1r2B1Fn3MJKbl3JWtekiIoqYWz7zbbx8LKTSzgJLQFm2XbUQPbUk7GzElOrRIQ76Zmj9qodWVertQ1s8zWvS2NI2k6uH01pnxK1hClM4zxIC8CXAH1EvWUMqkka+rg8zLaUserMD8jAKQYk82mmr5IzJ+d1p2Pv4D5vnuKCNp1ZFTVmgkqG6Cou4+GX+731LRZWaQ22mrM2HVdfawTg4OtH86Xzrp9bku2gAoPqALk2FhFotaGp7WGSrnZQyxA3/bkKIwULJDbmiL4PtBt8fezzP/D+yf+zX/zb/BP/VP/mIGKGOgYzSaaYnIiKe3GenOSRYSurRqW2n0ewd8HVhreP/ungG03ejQa8gtbfOd/2TaK57cV/+y+VQPX2cIFs7WF7725bz0h1Ix5jK93aGhbTQdSijfLcVWaeGDcL5LmLEgHLX3DUxd5/ij2DaF4999iD+n31vfbXfyL+f1Uu7cOxvYB3L4TABq90uK7D5GNBSSxZty/7VtdZyfbwK21Waibd3qLPf5QH6Pk4JsRA7brSbcDgsczsrG798B2jEnEhXu/mtun9+/o7jq3fvd3HTFUEbPZmCfw/Sn5nr8XqO7+jWWHtrJqieeTzmatO+a1+eHaQcmuv9XUWaFWfrwXcg+ju/eO7cmF6ObdATVn71kHVgOO1t96zSOgv9393/vi36RR49cCDGVAtXV9i76qBaJddBiC1qxpqTqVtOuKRNZbQ+soXnIvQiS5UyvhDfS6VenOwDQU7k5H5rXy9sMjb9++4/0331CxTh2iSpsVHTJrndGq1oVhWTfjmEyUL+VMW1e0biVzf+4v/WV+8hf+HP+vf+3foDU4HE88vHhgGhLnb96wnD9w9+WXRFwaaKd1BrFJebksaK1cLhcrtxoKqolWFytBStnZRTM5JcZxYBpHG791ZciZL774nMM4Mg0D41A4HI9M0wGw0BXFunskF52W5mBcZhhP/qmVlGAcBh5efkbT6ugy5DKRy0gsZFVIMnT9gYCWkxiV3KNgukaQGFVUHdxI2TogOdfeTFE28MjXm2kZOC0+p0zJlg1UdDctPfsXPqgbhykX6xLgVEkRIRWhjBN5vFLn2bKCkkxKRukbYS4BvDTEG92UYoLe0b3DAoIMVJ/iu9IPHPEXYxiFKK76Asm59PXT1HRVkiSkiNdf28O1umxrzw32jSiv0EtyzNGtXgNsjtn3PYv2px3/0d/+W/xX/+I/wP3xRFghE2fEN7FtrtphIWuHj9TsSYoNaVc/Hw51B6t1l/kX2bLaRLCsm6NeFbSStZjzhm5lAlnANXU207hlb/tmze53sqPeYhtMOC8dEAgnzQO4G72Zpq5ZZo5yltA9kk7AarI9etvZ+P7TcJYic+T3F4Eofq7Y+rdNccsGS38H+3PbOzFp8GD/OICShGEaqdXGVAmtCyXnwunuiCSxjPaycLlcUFXGaeT+4aEzgPoRpYnBo98deyen/6RvW9t77nNHNpHHsO3mEDbEu0alneh1OHJL/f+x9+/Rth1FvTj+qe6ec629zysn7xAggQgEuIT3xeCQABcGiIFxyRciVxHx4k9U9CovERFU0IiA9zFUCAgiykPgmotAuAiB8LwJEN6PAAlvkpwkJ+d99t5rzdldvz+qqrvn2vskhxDMa1bGyTl77bXm6tmzu7rqU1WfEhC5bdtcVmrrLKY68wTV1c14F53o2cagt6XZZA7DPJ4czYVFP21NoHx+YODqGavZpWYI2nvzOtfzmZIVI/HA2JfzhfO8yAxSdkIAYM+B/bj8h9+X6NrNLprpRQ4UpU29cHkkKSNjKPCrDoRGuM2GLTpC7AnhLrD9xkjRKQddzFwtBoZ6NdStU5gBUOZkGXjUtGHA5QMGXPBo1D4Sbj9zruR51B1pchTWHB175vqepAEKTjE/d1sDepOmMisDWPeDk+yq2JNk1eojTUjCGUKANQAwQFlWvV0DWnoBQJ19b4TZonTUgTG7ULLaUHX/YZbv4h7S5cwREKT5iGMp13UOpZxDuT6i6kdmyX7PJZ9Oswg4Zaco7wE18MXA4eK0QkCa1YP7BGgKLfxkgpaX0HovgBbUZjWwzebQ5lW58URtSpZiDfrYfFEektkC8jt5lkVX5fNECVwL0IXBNbNnXIllVxhQxImRfKYNti/J/7SKA5jDo2BPitKFLkbNqgzSYTg0AW5WldwYgLHw3fIYSumdPA/LoKL8TDwolzfXjmqC+gZsFAQ2b7q8dPyS9e3Xnxu3EllZWcPnP/dNPPI/PUQ76MnzzR17IYAohazMs2bOkt9bVI0ZKhkYJCXg5vKZQ1mZ5QQZAkcDMUNo+MH1b8vlxQnE2nCBZGNLtYGeWTkTXGx33wjXYoysJOpRPw8k6vICyCupXo86P059BGbSyj7bFzzYB/l+GLXhmafWQFILQ5dchAiGEMBbt0CY/ZHHw5rkI36pcD3KmbM4f0rXpLpA32fPQv2HbJ8oKB1j1DwJ5TuwfaT3ks//ZFyzwlYM5L4I+bmZDWPPfKCPdF6s8qMGiHIG+MBGrOdwo8xIDF4rFirncSfGoJMikfjz9kKtD2DPpxqrKXmbs6RAuJ0RZpLJ/XBeH1zZdICUw1t2GkE65pq9bWYZjIe0vj9d98bde7g9tG9W8Gj3rt2YTqbaLad6pMx5MQAyOazGj5GU5UwgfSpiDHUZ5GGOggJzyt10OCW4EJRgkgsya5By9ZDtFUteZpQD1VLRlqctmjZI2Zo+6Gt27sFq36NLhLmieNz1kmqdIvpkD1SVj3NwjbS5R2L03RwAYbK8CccffyzucIcT0K3Nsiqer85wcM8Kumt3AryC6YknopvPMV9LWFtbQ4qMWd+jn0nnLyNx7TqGC5IyHbsOSbOQQvCYtgHcOLSTFpO2wXQygXfCoTGdTLD9iG2YTCYIToCDRtvODk5IJWiEGlLeAyEQyDVomgmcY/hGyrXaySbE+Ry+8WrgSolFSrJsyQGeJmCeKSAoSjv4thxWDMn40SwCF5M6JsiGgjiwwqFkUXqAxBC2rCtNlyfnwJ6FVwFaFsAsfIxUiIc9eQTyWKUecHLQmVGfa+WrQzJvfFKuKLL1Ci2JCZpl1edySolOVWOlkuFjStaUY6oNMyfKed512bCXr6Z8TVIngDHPypvUcm8nk8H+DMGjmTTo+07WrHPoImlXCyXEO1xNcyuTN/7be/CcJ/0STr3TyWLcDA4ac2qrg9UHUBoal4AeLPm1kvWlKLYAG2xOk0bnq+iHpcYXsE4PCF0e4ihIRNuRRPpJW7J7H3Ir+KRR2iysB65GTYves8NYDhXjILHRkJOIrCRjagSFI7yzUqHCo2FzZg6GtnjIB745DeaR1CWj4q+qUU8SzTRwXA5SZxdAYquDN+JgORsWDQEBwbwARuzQhAaTic+ktzEltE2TCYhTEs6N0AQ0jXRVC96jbVvJxson8tDxZi35BMShXHQYBrafOaj1OBfJwR2yEZFY+F9Sckipzw5c0qwuDymzC155WWAOkxAl9go0SVZSuQUuQ64GytXrGxlQBXgUf1/enIEvyhBrdqySGqpk3m2+lJYMJOuAqfrFvroGFrNvITewc+/uis5bgN83vPc8AMBf462Ld/XvLJohpgeBkL8rmJmDD5A9jJIBbZmlKSV0XQdmllJEXTgx9kiREPuEPgTpXma6BSUbUCLkFh3WchwuQLbsW6drQII/RA5tOwFRh/lsDX0n574PHhPnMJ9H7Y5TAAd2pKVhQGJ14icTkHMazZzLmeVknwuxMyE5aTms4VoJ8qUa+JF29t28y+ewS5JlxY4VJPPVXjcrW/9iRs6aIRkjkQdDbcKYsuMYvIccaAnkGwnsAbIulQA86ldYrpsPDqAAFyTC79TopySNXbgHeNZlW9MyemF8hcbTSGUzFF1Pmukpme997DE/sBfOefi2RROXZH7aqQCAwYNCSe9KkCArkxJHwzLM5LtSSkgk5VsZ1Fd7pXBsKfGrlSQbOiSTW4ISbEAXZYczZ0xnHVQi6HZO1uUfrorUZRXICo5z0swwMf0t4y1RzAEx0uBW0wT40AhfHZCJtgc6rHLQJdspyVmdz1rRWnbGeidlmyUAY86p5NCDkaksZM0oYJqdRAOWbt2SwbHBvXEGG+w+8/vrO3bI1SK1kSSzY2tKdJ7L5wMPt/QG53p20K5HxH8rdlTWXHoYG4AYIeBRYid8YYFy8NfsNmbhBWua9ee6nf8xJm0UohmNKOeo8dIQazmtjoPZif7Je1HtxmRVNCULeXi7ZX/JEPTsJG3EwpIXFwBQ7rrGypfpEAD0LHqOUwI5jxileYFU7gBC6M15ypxz6oNQrj5JVHxb2yHMXO0pQg0w5zmzUSeGpp6JvnRkOFPOpAQwuJ75h4YBmB6ysy/PEA33fr1wCji+MbA7wOmYy+NBHQwt13fOowmt+P6AdveUc23Rk7A5guppG3vOyFpc11p5k+12NZDqYIyo3wRmr/Qm5eOyjNUu1EByIMIqd5gDgPPSTfww5GYFj/7iFa/Cs3/3t3H3u90NDEJyYlxJrWlECEFJQCHtTPMna6tTJrifzyXNkEtUzh5EMr4iGKqpBMO5LSIh5kMNABz66NC6Du2kBUEi0NbZZGk6xdp8JllLkOsF5zCZTHHktm1Y6eZYnfXYHw+iT9LKtZ1shkSAhfybFbPSIBHWZqsACHGtBxJjtevx2Us+j92792F2zXXgtsXunTuxe+d1cushAN0E1+3cjet27ELbTjBdXsbS5Ah084i9e3YD/RyhabUNcw/uEkIb4JsGc+7R+gabJhMsTwJS7NGEBpumUywtTYXno2kwnU7QTqRczWsphHMBRB4SyUtFuVML3xBCEG6p0PbwroHVxhIx4AjONVhLEYQGHtKBhLS0wg6H0LbC66LRSkce7XQqhNagnFrNCRrBpQEQZNxGZlQX50Lq2gMF9JDxd+ikO0YqJNsZHGBo7WnlACUWAkZWvgTNEDIjwYA0HzzCpMmEZM20FfNT02GJGIwlySBhApwHR6Btp1jetAROSQ1vqUGVsoDiUEk2lVy7TtdNnITHi8QREL4diWpEVUqNb4XwWxc9MWFpacl8NBAk8yi0TgwDL8DDBZ+/EtfsXfvxN/+tWCRlXjWFgxImI5f4mBFR201iYCpZO0GIlAE5oF2UEg8j7DOwIWcQWRkLgzP3AhUeDQU2jdckl5PQwjick3CUg7YwrYl1xbmSCK/8nCAGQUCpqbeTlNSorqO5KQFM0r7WDnhx/FN2/h0crPuXXUfJTJQzx9ZkUuDToT6frVyyPtAXTalDibRCRya/nkwa8LzLBkcTpGyt1/Jm5zwmwYPRlg48sKyHHt6FgcNQDag4rxCHmZnBUUiAk6VuVeMu6f4MCloi6qRMLvbiAEs5b+Emmc3n2fCAPnfyAdQDidQAL8m0mCtJsZ8ICC/Gz0IHNH1mtXk1sPbqW8wgJsmsqCEeB+9CWTPOgbyo9MRRjcNylsvbUlXrj2zgmFhXKHFLCPMY8bt//Zfrn8EtREwfA6pTnWQggCsD15zsBZ9IQMEI647jBm/Q/R5N9zfarcsyfRh9r99LTs/BkgVk4xFCfS3JiaxALCtACuzdu4aUZmITtI2syST7J7e/zs5PldnjvILG5Uw3sDra2QpZ9z2z4COOkZzyRaBwcSRIl1YBNAJIibVrsmYJ6NWlvtXaq3WF+oAMSKYxS4kEp4R56uQZKACTy7wgJWrTtimGPjO61KNXQMU3Aa6RZ0YxIkWJtkdmLE2XcxYWOUKfGHARQc1vm5vEPbzap01w6GMUcDDOMe/W0HdrmK3uR5guAz2BO4LrGiwlRuMDmkkDhAbzXrivLCO1hxCpExGC9wjsQfBIwiwwzPaB8NM0TQPvK6cvOymSEV3NqH6mOg/yeib9TNGdvJHzn69UyrxMv9QZs4pNwHmH1jXiUCZZG32vJXgkgdgYI5omCKBEIQOMJbPNiLiHelhKIDWgEyWDP3GCb+VZOXLCUWbjqmyvru8NXwAzclmmzYXTMqVbs3jywuGTVK8lZEdUbBoDj9QxX4DLNrx7Cz44aCDLKdiOUvFBBQBYXEOUv3MDX1uvvw5v4h5OQeMYI9K8w7zrsGr+QSA0jYLVGwy6DqhF1sYSUb5QRhzV3FKgW0F5r1y9pIEuGBiZBITMwKQty8TgRKIbXKPuruUBE0BB/Cuf8sA8xLfoU0SiYZlkPm25BqnLzBERptMJ5nPh2LFCDzlrlJrAe/l2l1Q3uuxzA5CqjOwPyc/BO5AGrAZPpwYRudqLKWnmukPU2SIcCgSqvk+Ba3uNBrrIRMdbdYQ9VNbRYjab6UIpu9Y5dxq41QBeEyTxIlrpMAG53DdfF3nM1Qzk3wEK0pLZYHK2SdMYBbv7OfpEYJYgcfAOEbrmUgKyXyEAkvH65vvUbsZIZm9KA4bDlZudsKSLQKdt8YL3gGMkD4B98RhySjcAMFLXISbN1DCELkU4TzBisBSjAD4x5q4eAND34iw0TavAcFKiKq2zJIcmBHGy45pswHoBUXHYLLHOOWA6meCILZswCQ5uv0PfHQChAzAHgTAJEymjkwL7vMFiiogzBroExE7aGTKhX13B1d/+Nq6+4irc+Z53w45rrsV8ZaaWdwQ2bcKWrSdgPptj3s/AKcJ7wrZtW7C2NsPea3YAXYfeOE84wSECidA6hzBpMW1bbJm2WJ4I504IAduP2IrpZCIdQUJAGwKCc1IHGaQcz3sgNISmlUwVQUqljXvjPBwDfepBfY/pdEn3smT7xNSjiwy4AO9bhEkjDhETgF4UvRf+EWqWctmKAG0OcMqir2h85KiKTjZGAAG+USOHlVCT0HMAuk5ALDU0LbpEGmESzgRddqrUASv5UGSApA0s5/phjZwxQHBwvhGjJQoRb9M26ObSxYlDA+eBbj5D6ufwKaCdThGCx3w1ZjBAlzkE1ffgIGZV7C3rRL7bUQArcAWY8jSjS7eO9xpBlRUuRiqwvHmzOiPmtBFCCPIdSa55+RV78NEv/3CwX2/dps+NEAc1wklaPscqeqWOc9/3GqmnHDnPR4IaEzlaApS/qzgEEYozLSFQMY7tuE+agMLicMYOua7avqe204goc6D4ICm0LigwpQ5tygd+SVNGFd2yDABnXBxkhywASiUyBAXN9JZtTGR15yiOBAKAWNVda9REuMRJeCRSgXoJpRQz7111cqTbloAWN8Qk4b11e2IsT6XklpkREbOxEVNU7FcI8F2jJZ8geK98TRqJv+GSTYIhN7GXn6MFNxbf2jI4dZXdI+WPUTMxnUfOuJXn78DcK4dfMaqsbIP0qxMz0JeASbIWrObIx+vZzSy6zXnp7HQogM6ZgRMCkpa3BgAd15GzbA2B+soZrQ0nBR/lDGdtVVsMaXvnS17/Gnxnx5U3MPe3HIlqUNbiQ4DzHlEJs2tOI2BY2knkNBuRMiEoEeUspFwOqA6xAbaZ8JXkvDaD2dYUgSp+PMjZzEkzVDg7uS5n4TH6eQ/XOkwmE8nY0fthzRDMfDBB130s5WeWScW96R2CJe+llOCpZAYrHGGYstybZgE5JyV1CF4yurs6m7LipKmAyzz7piqtpa/pTM3YFYKmXjOxwno0T+eBGYPsE8vuKtcU56FtGnjnNOIv+ySS3C86ABTRNh7wxi1opWHCnZK6OeazNaytrmBl5QAO7N8LoAfiHEyM4Aix6xH7NcS0CWk2w/zgGibLm8URUJLyJR+QfMJ8Nkc369DRHI48PJawtrqGtmmxvHkZzhG6rsdsdYbZbI7lpaVsaxSgpKxn8g7TpSm6uXAOzecdQuBCxNtptykHoQWArMu+7wvHJBWHRuZdOfxqQLICXASkkixX5yR/LfYRRPMMIqQkBNrNpKn2kHBKWTdQ48mSDMhhd0bLpkyRc1kz6Zoe6H3CABzpOgHz5axXoloDj5yr6dxvAyKAD4O13NRImRmSQalnt85Pn4ZzbDYGYA55AZCIhsFQEQFE8vxXZb21yD5OCJptlpQrLPYJTdCsJiq0JxuWuuXv85mjymW9Ir+TRjlGEcFIJME2pCSMJH0CdYTkhGM2JQke9RoACp4LfUqSrDqvvKMJ0Gw6zfLeEITbePyk6CWB4Sgpb5zLjTISM+K8x2Qqe6PveiGaZ62E8CGD8gwgwMO5As7UYIx1UnXaMIohiRoeYrvW4oLPTXbY7oCH484Y9Q1I3XFNzp1qHlQ3o7ZN9R+eaAh7q21iwFFMQBN8Poc5CTl4o2dgJH3WkDJk552qe0s64GyDSaVLr+C18M0mJ92pXRtQ36noifoeOAcTF88Zy+ZmtkxGP9gDYpM7gJ2CoAFdnOtRR+vPtCR2vncebSsHcmwODxa62cEjssNDHXjykpmi4UlYrbykMrKifr12CkuwKJqngnvCsmEUoJW6ZNZoikQnJMovXXfICXInJVRa+pAfGSNbGeRkIyUHT16yh6J0Ipq0AVs2bYIjwuqsk7rdFEFI8OzR79+PydYt8M6BnUefevSpR+yl+wU4SYR+1ktWUTMBEXDCHY4D93Mstx6ud3AUMJlMsXffXixNpS187HrZ8H0EgeEdoZ1OEINDCEGNwR6epIQtOIB8wHLbwPuAmAibWo/QNGiDRxskkyp4KQsTsK2BdYxyTsvAAADaqc6LUex9gwAPnyJS04Ocfr+mxKfkwKlH207RTJbQTCQbIPZR8RLl8iFxGguRojq8804yCPQ/7zym06k4ydqC2LWN1JcrwNOnpDW3hRfDFJWhu/oqCiSEstG48DkIfiQggUTIJePJhVaUiAsCwrRLSKkDxx6p24TV1f3oKYF7I1KX9eSJ4H0LuDU9SMSDNKSanAdp1I2k9jGDDzI2pxl3Wv3DAhb44FX5SFeW0AgPVKspkZs2b84OBjMw7yP+8QNf1duVld8vRP1vb/K68/8Pzjz9Z/CI+z1IDmF50rAoazmd7C/S9uQK06nayCS4KIATKlOyjjAMDoKy/MQgICflEQBSECvDDnkzWlnLIey6wOKhD6y3lzSDztaVGTD6Rsm0UXJ85dsRY8KADNGlNvI2AXOX/SiJ3NVnlpMocYwaqqvWc54fy0Yiyt3+CGZUFdD2+s0NAy18fk51WQUCwfVWHselSR6zluUYv0FxnIhIO7RJxmpOw7cb23AYVr8uGUFGrir3SzmQb2eQREOHxjZRngHMZjM991xuky519goMJoZvfT4fvfcZlHZqVJtjU2M7nJDBhfydYocAETn9XjKny31ng5UcpNMpQLFE5/PF8vPSNcy23riMwRxGZnz0C5/FOz78gcFU7j144HoM/lueDBxINbjteVFQveBK1zJHlJ3zDA7BspSy2a2AptksLrfXLVwIhcOjkFpLFhsgezl44SW0Mgzp4CiPYm1tDY4Imzcto+8jYt9jNp8jMWNpeancnzoMNeG9GPeoiHU1E5gqrgdCngswA3kuFPzUeZMyWYel5Slir5m3nXR2Ck1A8lIuhmrd2MgOJV2sACbV5ZbdSdQoKKAhd6gxruJcLMGZvLYhWV6qEwFWO0nOXaT6MxCwggAmsQXJee2qh0zQHPWctnmIfY8YhZYBcY4IIJFH6DpY5702TOCD6FalstUxiR2QNJvTsWg146qLKaJTuoSum2M2n0kJLMm85/OHITYwKkDUUIJ6zafyO1JdkTW8AyiR8vdJKa2U8Rl/SczADew52XsUYGBOUh4ZO/RdDxc8lsJSPmc9iV246jrV0x6JE7rZXAONjLZdEvtWMwZ6SCt5IsmA77teMj6T+CSsQZioXEvms9SBhI66cj5CODUt20nu8zbWnXYQICggsqgbtaMJA/B8ozObi2s7cLcOqeftXGY9gynBcene6KzzVf0RKh2QU7JNwZnYHJBu09T3iKygRJTs2BAC4CyDQwNuZEyKqtedAzwjQsuELdvD2FWiltezFz41tesF7AC4B5D3lRhPlsVO1fzajG2k3kjXspToFrDBabCo1+xDt9EaZAaznD3WCVOqDAk2mVHnrHEEyzhaxCKyH29UICh250ZgvAUVAMDBw3iHi0s21C/MAuiE6mdWjqqsj2tQqpoDIQGSNxBxLve3jCqnSSPe3k8CRsZsEAs444LgB7aeSHn5UiIBm+c92AdputLNEVm7NRJVY7YzvjKL8r1okHRhES9mUZFzaIJ0VY9Jyv2sGUb9yRxwzVNZuCotOaPrOsy6HhxTrqS4IbnZwSNAbiW3/dPOUaK1NZ0vRRBbDbcYwObApQTkTgmAOsOqREBCZqjOiDwjc3RIsnJUUSAmOA3vk/JpJJgTb46iy+g3OYJHwKTChL132Lp5CU3waIPHpPXYt2+K2PXwPqDXcjn2ThyGKI5KVIMjr6LYC4DQbsWuK3YAsUNMAE2m4HaCtbU1bNq0lDNH4ISIdDabYe+uPSDn0DYeHMS5aBQQahxhbWUF0JKBtmmwNGnReo+lljBpW0WoJQUukKRABh8QQiPOsxMyZ3JieMIZq7wZgqQEuQRyjRqkXNBVIjRtq1FHVYKOJLLDDjH2sHoZn9OgZX6FE8lnUkj5qINvnCryyjkn80kYVpZSCzNyGp8Ycsj3YOSMkmzEcChRJNZUXTCQvIPzeu8A4AJIeLdBIKToENUYCc0E4Ii1PgJOuI8cCQAXGWLEG2QprLF6/Er3FGsDbA5tcbaNGC2p4Qm0YQppcy58T94HBOW/sUyKD13yHew/OMvoe0rAwbXDY9m/vciB1RWszgrvVqnDFyF9zsMU6uG5LtHkIVBEC9cphrlegRmInDnE5C3FwAYrLq78FYSCYzigZK/pYBaNMPN7zPApUJNGfwoSCWZGBwGcrdwXAOAJLvqSVqtfRiylaVZ+VLoaVXOUp6OerXpidTx5Pqqxs4FHunfZydi803JCqINUOTACz+llaRC1JFfAGyioxIBmQqCy04TvzAAouZjDEDAaKhkmRqQ+X8OeA5HTcixWHSbXswyUzJ2mQLIEUwUAl3KkDkSE4JpBBN9ugVn0Yk9axqh6dHnTsvDiJWnI4IMY1ClniKy/E4YGX8zYsV8kzus6v9cB3jivKqNz0XBk5W+oLouVtVX89b/8c34uzIxr9+zGrv37cKsWIQEC1OFgR+Ak9oRT/gmnQKWRFzsCwAoyspaD6qFjQIHX4E0ignfa0YuQnXI7q0gdWVs7Mt+VzmLp+iXdqhLs1IkxgkIQ8vWQsLbGmM/nmM8Z7aSBhIQK70mdfk9k0U8h/rT253avVq6XM048acmdtWdXXUIAXIJnQttOsba6irXZHLGPCE2DyVRA3FhlqNWlLQsPAgY6d5IKKOPSdSr0A5W+rcGj2tlKHjkzonI8vXa8Y4guz00MuICBcE5LSqSZRjDOR1dsERsjkECe4TwQgthwjQ+gaQu2IFXbwHkvz66X7AZyAdJYhBQw0syQngXQVd4pgtjTkpkR0c97MElJtmShuqynSRWhgVHyNJPg5lwcNJkfLg6f7nunmT+23ox7a7Bm9N+l+KVkJhiYyAw5l0jsJaDonno95YuynXMVkJ3n10ANHujmclESP8GZzSXig5GqG89cyt16l5eXM/AXbY3lNe43dtpvZRIzKF3OFRBpaVUq567KADhS7MNszvIL6DEvvllSu2rQ90vXEoMyJ6GdvUwClpKDlDslrQlREMs5J+VwCXnv5jIrcSQFGFTSdfld0QUyRIO4qiGRkXSXs9yMhgTZa147YcF4uQjCu2bXYgMxbNUPjI6BhRQaqRCJCWAyXpyUr2tjKnvP+OzkGZHZLgt2iu1Fy8bKjUoq8H6gm9Rnc0wZMCwzBP0uygAr1Kast2YWV8bFcBk8qh/7orACXA5UghH2vea/k5YeQwM1Og9OM8TMRHEKcFkmV7a9HGmARUYgfEUFS0AVAHRqt8k1S6BWgjIRznPJCNLXM3hU21b2u8TDvZKNLn22TFmPNqFBT4TUCTm7ZROXMQDdvNM5dtm+j5o4UL8O1ozM68tIr+RmB48+85lLEELAKafcVSYt9sXYYhQkjorL7Mg2mb6NkMmGs6mvVhjZCYcSXTfdZYScslFiPvjzoekbIfhjAiEJIS4xyAd4FiIyAAgc0Go5g/ehILwAGucxW5uByGFfEi6alEvlyjmVWxgB6jwmIEaszebAbBUgMQpInRrvJwhtg5XVFXAvJQ99N8e+fdp1AhGeHBpPmLYGEgHo5kiR4IO0NJ00DZYnE0xDwmQylTan2tKXIFGc/DMJYu7V2M2HNZV0ugQhXRNFDTBiPhycc8J50jhkYJCl5IQIknVmvEVUNrc8Y3HgpTzI5WdIkJRItS8AcEZfkV/T68jOyQaFI43Im1KzCCQ0OqHOMJlDb2uFhegu6e+cOv8xO1QB0qGsRxcTul5SWWOEGncEQpTa+hSREsG5NChXgMECJJlYoKjdbyreI5YMicQElwiJkhCgNgFJ0++997hm9yqu3r07R7aJHC7/wS6szvobv3FvJ1IeCW9wkg0jj0A5FMTWGf7eUkzNGM/bvXwbGCzPs17jroCFWU3UhzMqB90MBNWXTDwsT2Jkgtg8BkdDgIuQ0+wt+8FVB591BTSLpTiicjgTGfBjN0cD8EBeN66l+nUz7OzlnDuVsxjq1F75TfVd5ggoWLR4dZk3rjKz6hsub8uRqvxEkDPNZE7LmQFmeBKuJHYV24/eg3FbKZIt98QsHZvM5sncP8YLU3WAAoMTaTTcHDsxrb22C69bFie9HkdGcB6ouD4ALUEsLhtylu4G9gKzOnWD9bo+S67WWCAH5ih60bkSLc1zLNd6/6f+H9bm8/xda/M5Pn/ZN9YP4lYvFQi6wZlU64iSyQABmPIarzOJ9BUGoBxFiRyatkFSolbr5gYgG/0xJrVLJCuGWUpZpe15jz728mS0u1omolbAWDKCBBicrc1A2oXTopes5QPymK18zs5bVjJQKtHq2nZwBtTwYH8zlCvJOfjMR9Zjrq2Em6YQ2zMMOKesH80psjlPGsqPCl4JuXXpMJpQ9KzlFGcDs3bO8jtKtFuAAQWFbV4qThWnWWLOewRyYBdKuSLVrmntiCWQMwCJ0DQe5CfaBGSK6dImtNOp7DkbCmuQQ0gKJPNY1wrJC7LOHIqeoZTnhCA2rDTLaPM8DpxZfZ9j5Oda9nZRpKYjXM5WZf2sludVu8TWtT0/c6IZrKU7EPs7n0eUr8WD6/AgaAgugycFCojLOQbLfKveY0EFp5kt3kpIuADm5iiX817btkd1zupxUeH7Wodp3sqktFbHAJRgaLOL2plH+dsc68H9LzSGMHuHFSDk7OuUklZZu1RPbh6LnM1lTbB9gpyABvlR2x4zVUHQVMmhPta9br5AeerIwBYzFPyxNStjyiBofcN6mdwleuHuU6Wvcqaa6VAdJw+3WD2ZZR9aRy3ySFTAo9oGM/BkMALm7INkYHfR7NW9ZaA71F7JjyLbn8U2oOr6GaXQ95sd6chJJmYFHhWQTzBjAb01c4qhnJ1DkHlgj5PqZJ2bnERQPRILyqIqS5TvlWtYwJRdyR6UL+JBkw67ffuHZXr1XQ/PXpMuOK8JzragfdKsVrXPtIQxA7WEDGpmtWaciFz44OzZAsUO52xQl7Ow7Kby+zrL+XDkZgePLr74YhxzzNG4611P1rImZXzX9DJAUnnlb1ltgrbaH13sqYBMdh4wyqSaMZuJQjXrSH8NK4+z5Sap5C2ICfKqMqJRAjnl4dByIUsBZxYUcjqdIKnBRgTMZ6uIfUK32qOPEfO+k0yZCijITpZJYmC2BkymQB+AJC38yHfwoUHsE0Lr0c3n8rqT8qX5fC5lSdMGzgEeHo0nyTxCQuMITB6TiRBiT9oWm5eX4NFheWmCyaRFG0LehM55iXIq6GAGhmXXaI4BzLlgS+ZkpW5xRSFDa2+dd4gUxUwiIcgDab2m80qMWVJ8WZ0SyZaaCndAitlYlbrksjGdOsMMMyT0+5PPGRVCKSPGnCldzo9BnzeMvBM5ciAbP8EIOontXnWT6zpgEGIEup41nZGQ2CsBewSlXngN+h4AIzTIZSZW/+pcafcYYy9jTgl97NQwigB5UXRE8Cy8GFfvWYMk0IqxfvkP9+Ib399zU27b25dw/Y/6ONRX68PWRBVxfZAJobuBIIMLlGuYcRyqUqt6GFw+7PyCsW6Gviq9kt5aGQ3VeKHGf8ky1w+TEW5T1p9WpJosExQlm6AGsCzSZMYRuWIj5qgVgLrGO0e2sy9WJseuV3OZmFYQY0RL6KxNuZ6RwzsuVzTC8vpFO0jtUzlalt8ih0rWR0TawVOLVhXoY1cZIChnjhlcrNwaiwwGZvQwS/fCYhBxNiAsys2JQUEcT/I0xL0IpeNdTFLem7OL5GyoMztKSdXChAB5jIv2Xj3wEj0bfELOQT1nWedm/8GD+P41O/Jnz/vYhdi/chC3dZHs82qf2l+Kl2S73kEXJ/J55GDkxNkqz2uXWQhRuRd9MZlOlePR+CqEyyEblInR9z2IIF2C9JIpMvoo5fMZyFD+wxCCkMmqUxWagNj3WFtdk66hbFHqwnnknHRUle+XvZLL58grf9f6joxyT9ImmBhaslF127P1Cs7AgGV/xJiK7QDLHCjkxInFcUyL34fKpyJCLC6fZhxbh6OKa4UAQ/AJmqWsv/Ma9IogIFppqOx3pwCYb7Q7LylfijoaAl4lCBWtgYUxOwdClu+RooB47WSCpU3LmCxtAtwEPjSqcx0IXjqjpVSCpwliU7NltiEDjKz2i1e977yAkW3T5PLZWiOLgnUgXZu100b5MKnWt/4jc03pxsgYQLKHYV9BCqih8PLpuWdgkgE85lzbnjCdVcqjOD8rgoNzws3DuieY1jtKjqzMhUAsmS59Bm/trLeTIZ9G+evWgSes2Z0K2N2apTQkQnZaZW61s6Pdv81/TqnmvM/sjChHLue3S0CWEYm1qRAhWJk4gLJI9BnwQqZKDR4s2EbkIA0GBqevDIRtPbHL1BQ2QAOB8xUrUMLYRgr+SNUfVEZE2Vt1tjdUwxBxBp4BAFpSWUqO1V5LxYYyYNdAAtkLVIyc/D3r7hZq/K17vjlTTA/+nJ1thmgxihTEKwGiYupSvkTWuGx7pCrZt/cYeAQBkMqZlQaZRSkJzuOVeD4OgKPhM5chu3xmmi+Y56H6tyPagChafTC1o0PQZ0WF/9H8TQkkcjV38ry6XgIdDQAfUuE0VBL0YjsXm9B+ys+YoRygtof0u1V3dRWPZX5+URALONLzUPYtqTEvPjPBStb7rs8ZzZYEcThys4NHADLgk2xxpRKHKYY+54WfUq9ZStpqlSOYI2JMaBuNJEWJuBNJNyRnlKo6QSDOXBxSAsUw8mEG4IN0G0maU8wkWTLF8Hfwts7ZIm+yQCZtk6OurWc4DpjN1sD7WqysrOLgagQlIUhEHzXFVQ7kTNmPJATamALtFJjNgXkHkEdop9i8aRnz2RpmqytgT8rvo6S3ThorSqka0JD8cX2CS8IXsNQ0mE4m2Ly8hE1LS+jnjOlkiunSErymuoNcKYuAknIm4euhJDX6Ur4HNQ4NUWcgoCC9OsemjBiMFHvdeKUDVSEONUWY0PeMvpdMJx9CVcsr/FMWzczxoKypzLGjnBqJ6RTU90Dss4EegvGByLgia8toIpCXNHPHktWTmOFUYUlWj0NkySxCYrRNI8ZjjOijRDW9nyBMPaJzwGSKtmmA1CHFDrGfI/kZ+vkMoWmR+g6p78VgZ8kcIOeKceQBpKTGHyMlh7V5rxl08p6Dqz3e/6nv/UT26e1RZvM5VmZrWJ5OC+iSpRxIMfYluw3m/JT3OgbIk4LWmqFCedUWR4OFnD2EobduB0B9rjhoJCR/VyG5ljdYFp8rPCqA7Ic41LFC3usGRjCVr7fbxTAziHMZZPZv1W60z+ZrsDgw2fGrgDKx/80yse+pDlLNM85gmB66sbJkYir/pmrgrLp+YyOjepZUDtNImr7rKRtYBrqU8SfVEw7JSxtv42KrVkfpIOmqrnEw206dKpYIkpWv1fabrTGC1s17MQaEGNs6nLl8vSYIt1nXdZpNIuPpVad485bVEC3Ob1kflTskn+d6XosMujSx8DnZdfcfPChdtPQNX/jWN/Hqd70TtzfxugksACLmBGsphdo+HtIth7JZD3IKHiXZk440kKB2UEpRunn1sfbVYfCKgZqWQWc8FkRUHBAFYGKvwE92xFnanXuHtbU1sGbUNqEBEmNlfjC3qRZi88J5RF46hAYoCO4o73WQBt0IhW8iFQJj2fd9vpe6bCWpQdyEkMdCROiU6yn4AK/NOhgAUkIk5YGCxX5sHWtgzJfurAAGoABXO6FyBfP1CFpdnxhGaG7OmpUwgD1AEa5ppJmI/u1CAENpE5KUllo2Z7Z5NSMs9j1YdYMPQZ2FAHaAawMmy8toJ5vRTjbDNRMwAphJjphIQBLH3kUtl4SDS/b4rZyCii0GgicHK4hm4z0cAEiLImeMrwEd+01BO0VHk+iUkknCN9ztoJp3ZhY9Q1B+APlTMjJRrbda15NmcVEpCUE5zyXrwgqhKGccELyWNHXVIFAc6HVOZ1lfZusa+MbGTXIrFWbGgQOrmCrZcmLh9vHewZOC1QqUEfSPcvE5O5MdUJfyktezOVHJejE7QnlcBpnPQAZY6qxCYukSCSDrPHm/gQDI2Wqw0mqUci/nCNGLH+CyASN2CZcFIzocThrmsOrb6lw/lDgtbQxKyJyzQQxwjQ5WP08ZnFo///afzqaOp6bl2HggeXykWauo7FMD3AxsIlJ+rioz1jl4TugrPWB+GIr3tfitQ5sHEADbyt21fFXS9IQEn7KNo+VlFV9gvdOEbsDuu2hoG2+2cyoga9j4Cjm4kDO8bI5Zq2PJqmIkG9NmnjOHndqwUSqSav8gJjkHu04pBlIAsdKf8LDcX+ZdrS0yK1PXgRLAC2VLWtCtJQhjN2m62jKTexZMQEpp5Tu8d/BBkjFiJ43F+gjERJq1fAOLWeUWAx6RI3kI9jOQkTpSp6pXJRCTwb3I6ya4Bo4i+j5qVolEuFIsXUUI0oEopopIlD18CEhahsT2wMCIHIU8jVHqQBnyhdqlxBEgyyqgSxFEES31IDfH5kmES4TZmsP2I4/EdGkN1+yfYHmtw2w2x9psFfsPHISbA/MJ0CePNJ+LI+Ub+Y75HKCg3mMCxahOQoOrd+xA4iRd6gAQEpqgaeacsGnSIDiHiSM0pIRnMUonAgCt92icAyghTKaIXQeeTtC0LQCJSqY+IhIhNC2s3tg5hxA8JpM2O1SWus4KvPjglSvGSjkioLE8SeXu9XAV8khv9blOywnzwSDznDgBfY/ey70HjV6yfi85L3xXVJSEIKlFIRprftmYlTqyiJm21pQSOwGfYh8zua8BaZZCShD+CRk3a6SqxWQKhGYiCkqIuZDmK+i6NXg3kZRcBuYpwQfGfNajDQ2SKmRmhvMhd8NBko4GToFGUaoJ7/zoNzCb1z0ERrkp5d8uuRhX7LwWv/mE/0+dPdlDjr3yXKkJrIeORVfMdi1GpOgtDwK5onbXZSzJq+XAZVZuidpsEOn6VTRhitxqOyV0XURPUXWeh2MzAMrnZJ/JwW1ZA7XBtQ40snFq9p3L2StmYFRAh26rSQLm4vvmTAITM5+N5F4MEM1fXIx66IHgfcjngo3HsQAiG/QvWxg7lEdBrk8zhm/V4FFyfoscMZCzI20ypI69IDqs2TpeS3msI0vf9QvOE5dnb6SMdWTe5lXLj3pmeOfQtgHz2OdzCjqmEAKCbzLg5L1H7Dl3EA0hYLY2g/cNfHCA8relKBEqjknb5RqggQzw1zOYjUNURqcnyV5gcepT7fCpwc/qoM/7Dv/1VS+73mdye5GoPEJiNgh/njns/XyuHXAgm6LiV6EEhBagjuGirEdPEpCad3PEeY9+3mVulYN79mJpaRmbJkvS4j1KuXjI5aYJS01b9FHfY3ZAM4oAgBw4ChAyCQ3irMM8zWBZBB33Wfts3rQZLngBup1lrGiDCkeYr64iJY+2bQbADICcUZy0VEuyDeV3qbcsFwG/PNSZABCRQN6hnU7gyKHxjdgQ2mk1hIDGByGmTZzLqUwvmZSyp2HJYEaDnBLeKiCyWMICmD9CEsixbMTKcXBEcI0HtKzONY0EuIJxRRJ6QQABli533CX0SGhbjzDQIWJzTaYTSIOXBgCBvHTsa5qA6WQK3wYwe8ldikIqGyODEkDkQdCOsEmj0dnxkzMqpQTzKiM59DouX5UzX5+YvU6uAJZ2tkVNz7DgqrzfsiWG10/q7Cc2LlD5vF9X5nMYY/LlHs1u986DKVWvc+VYVg6oM3CrnJ2ctDtnvt7wda8UCLa+gg/oUpf3kMRAbr3gUdf1+Ju/fjue85ynYDKRTst29te8UBbtOFT788OSbDu5bF/lX2z4fuFaJSIk5+ErH0I8Iy8Al7Okghpw0H3rRBFzzmbSbGADCUADQ6YHg5XPzfwQlsmANLdhdPM1rYTwWiIMUEzwLmgQQQMGDig1aWKTGBMhKcgU+6qZBQowUq9RmX4BxphlfPImQ3EoN+Uoug0FZAEjeI/gJ5h3nXDfOULjHZp2AprPFbCfwfsW3kmTJNEvqYClun/7FMFMeo3SwdLIubM+yDrWAKfiwxkobGvCZLF7mr3fQGxQKfGyDCYLaCABiSjvzVLWVmy3zLdMpF1gCZGj8pqV583k4A3wUpuWWRIkrLOkZQPb81k8T6RLoNh/yZfxpMRgLR83bqVaBiA5kSTesGXkCm7SNI0A15n30Gf7to895mtzzPqExASkiNTfSsrWAHNMJHuIjDXca0mUlvJICp9kdeSWnqToMTttS1s8FYs0hRAU+aZMDOqI4EIQ/h54WFmTBzTNntD1vUbGpMNC1EiZU5RXgAmtSScHogByhBh7sPdouMFkMsXS8jJmszXthkJY6jpBs/sOa0l4k4InkG/QErAGApNDO5liZXUN7XQJ7XSKlYMrSLM5QvDYvGkJm5YniJfvAzYvI/YdiCVTJTQOUILfrVuW0QRJ5fZEmC5PsHlyDGbzNUzagMYTPAHBeXgfsHV5imbSwjsvUSKt8/QuoPEtmCSLK3gpZXOmwNRAKzwjDPJRO+7IIZ5r2HUTLU+maCet2mAJMUlHF+cNmbdoXI/gHRI38twMGdTrARLR8iDMDeUNQUj1agLMyqCR0YpS7vsoKYkMJZBk+BDQTlqwdYOKYnRl7gMPBNIUWyrkeF3fAWxKUCPGzsGHFn0/g2+XJWW/j+gSI0ZC7IE4l9E4H9SoEae4CWWTUwQ+cNHX8cXLrhw4emnR2R7lJyfVWtJzrgBGQC5DHRhNXNbawO4ZRHAkI0HOBTOeS0tt+3/5W67pyCmwHbWbB6NX0kcbLzmJJBdOixx2yiCqg/AKiM2hOlXHa6BYjxKVZWb4RluvalmGGJG2J82RKNMmaoKzcWGnei5H0+/2ocqkMqcaEL1m49byLoB0DpJwLZVv03K84tBVEw8GoUc5cxcfsWBBqUS9nBBq2r2zI8znvZIoJsQkxnPT2v61Ryypy0lLP0KwzEyXnzMAJZ900uWNpCS3j70QgCeJljeTCZrQiNHSR7STCbq+w6SdYjqZou+lLG15eVnur+ttceZOnICSJ0JKkKTzKKGLETl9mkvOReE6ovwMh/E/kee/7m/wnR1Xrp/MUZC6BGiUb3HmmDkTcRrAGkn5eByQesAlBWqZwRBya45q8HoHT9L2ty5NdQTtBAoNRJSIZTbS9XqA6Srbw0DfRfSpR+p6AVOdy6XkYpBbKbqCI45yqTiRB5bEoV6ddwAhdyecxw4J0E6gjK6PmM3mRW/KpBTE0sn6bFoxUydNizk6zGczrBw8COc92qVWDO7EWItzMbo9S4mQZjg4JsniIintslR/KU+Sb2ZO6KEtjbV8xZy5RfAoz7NGrLORn0SHk3eZN8g6nzrvcwlfjAkx9dolp5fPa4ZR8C1cI+d+ExoEYqBxIG6xadMU5GaIACbtJmzatAntdBkIAZxEbzC8lMprpzCo7ecQwIhg9MIhpI6QV+A7l3kxAJeQosQt26YZrK1DiQFHwTfiECfp4sZKL8ALjmLuZgTAumEyR/1cyjrT3p/Xrq1XhhLLGg1B2V/l/RqZT0OHtJY6AAk4sGavyLX13wsA6OC+za5MPOS11cz44AM69Lf6crVFKTpF7QS4zAG74fsNAEp1hgZrMMaCZQY6KVhu/KALy0842xazTiSjO5MSK1jDCtAKQOzhKAFWNquPU3jdJOO7BpX0y7Tph+oCDRaiWk/JMCUDoW2tJwG1yXiHmLWBoNh3nlh8QZBSeBDgvOGcmTdrUfcU4MheD7BSV5uRFKOAWAlgF5SvF+LzeuOKE3+roSDZpyyduq2bbgGXrFtm0YMdRbCbg4MA6H3Xa7aeBfVTtu3ICW9un6KWgTm7CwF69I9z0tnMskl9DQQtiAT/oR1gh4BSTeQOYAAABisbdLJHYywZuet8ROaFP8gVRjXtwkaSYsJ0aSmDrAzGfDZXPShZvXn16lltyWYuyZwlpmwTQjP7PBXyb+aEPpZsNQHMWME6qQwSvj2HiZ/AzR3m8w5dJ0GnppVgkm88fOzR9wldb2x5Nyy3CPDoQx/6CK677jqcffZZopTgEFNJZbZ0yPpZESlJoeY4Sppjn4FhmUzj66k4NojggiDBwsrP2iZeNi4pIBV7iWjFvgfDw6UElzrNciEBfMhLdlLS2nRVfLmUwEl7z5BaOEogeCxPZuj7iFUiYVBW8Kj1jSzK4DDrk3RFSwnBO3Rra+DZDGAxWDwnHNi7D0cdfzx2XXs1uNEOaMSIscMkBIn0dB2C95i2DdomiFLp5ghugunyEpamE0yXpphMl9CEgMmklTaX0JIwdVBdCOIsWnofSdZN5KgRIYblAgtXlHxeMu4cHDcQArCSdulcQN8nOK/RGNucZlCw8VWJkvTK/2Ppi4udXmTMRghNmj2gkXddE/NuDooRTtOnEaMi81JyYhFhBhDnYjgbmm6kxVnB9KqsdWOnTNhCMG4nyTBhfW7SrY7RIsY5HDycC/DUILmE5baBo05IPQm4btd+nHfhF4peZODg6vyw61FHuQlFQZjhawZirhdZBVz+zQJmgIGeZV8ZXWgxwIrlKUszwrpo5XVXRys0Sg4ukdpkGW6JQdDuLvp7Kx+px4gcIRRjSLIgkuFHAKqyk6R5TwpMl2iQAUhYh8bUUJeAuh6w0rB5j2LqiA7P4LC+LvpAIoVRWzJnGE31/4CrcTH6eT3PxtLGjVME+XFSNvQl6KARmj5PCjgxmhDQUPkahjhvZBwaBhoS4LVe3romSnZmmS7vS9e8xElKzroeITRolkImvgdJS9V51+HAygo2bVrC2tos69Y+RnWOO0ynS1iaTAEHrNCqAFldDxdc1mVmCCmUVUDpoT02eJ4f+dLn8M8fu2Dw+rV79mQjZpTrEzkzYq+gHOQcI/svc/DJu12UkmlA7JfICX3XSUYagOAcSLmJJm0rgYlk501m69MSzOvP3DCDO3HCyuoK+vkc5DwmbZPPRsCcGQgnENlZr+s7g0lO7ktBBFZeJHHG+1y2YbqGU9L9UI9Rfu9YurN5H+A80HDQ61Dml3ROOp1FbYed+cFiifaCLfpccW5k5xPqHDXgJBlVvSv2RCLKGVRyrQKy9iFkzEVvHuTluZAPkj1uYA6XRhdtIkQmzHug75JkLLsWrm8B38D7Bil0iNxJ1z0db7tls4C/YQIKUzBN0IQARgNED3CDPs2VziGjMxoclXtxADgy+tSBmtIswcpTnILlllUOne+NwHZbEzY+s/+S8Bvo8xVAqNGyXgOO7LN1GUifnbOUbUoir4Ce3gtQradqDZt9mAAhV9AMiMSSRZ8s6wyAK9m2Bv7VDngpY5PnZmuszoyrnXpm8yPkrhgp36Pt9rqL0q1ZcvAHNDgnWFjYFT+RVvYOrBl9yCCR6CiZCMlyYOQOlOY/qKPsfMn0FxnaMeXLK8y5eq5ml+Rhkgc45j0st0BwLsC5BgBr5mbFX2iAEMkPrDwbNdDEzgYgfGtgBhxLgUrmutG1kKqSrNTn89uHUOwJ1VUx6r7yBDdpwZ2Cv6S+b+b9zdNQgR+qq9VWJS0Lc640Y7EgnSVPEMl7OiSAHPqYkFKHGMXmScEshSGoUq8Ns0dZDwvL0OY+SiY6OD+jmkcXZHtRwJwIZJDl+mQRZNZlInNu+z/zVnn9Ts52nnREc1UXvzKXMTGIIhJp2ZoCg23jkVjBJw0IEOl47d4AzfDn/LNUrMh6k9cor8/MJ6bDkMoGbbrQJ01MKSAesybTaIYrmHKFFcPmETnAYVlXKWlyRiwNCASnkD5dh9sV8hYBHh08eBC7d+2WFC+o0Z0USMh2FmmkrHZKLAMglc0EZOOXYECOEIYqsK0RoCQGQRTuCpYCdgGQnEdIku4vC6wvKYkoEW5mZALZqGhk4ojCaSaREu8CXAOQD1jqgNl8huAhLXbBoiSDg3ctJpNWInJdj75nBAd0KSEGWagx9pjP1rB161Yc2LtPUt3gEEiWjJBnE5YmU0y8x/KkwdK0FQMjJczjHOwITZBIedM0aFtJMfehhRiBzjjfxenzQWt2tfQvCVmncw6usYijnZQMw5O8m4AoIbiQlZrQQmpnMS3/yKmO6lFZSZghgY48vAvq45VUQyOXFkkIjdD6OuegXbVlOaSIPsmzNEPW2VqA0xr6mDu9MZnRXbLeLOJAepBEoFKSJUrlg4BCuixlSogQSHkInJNllhgTIjRNg9hP8C8f+IRweamBuTqbY9e+lR9nW41yUwqVgzi3tlyQpCm+sq70AyyHcH24g4efszVlB7kdyC4T/lXRlPyhyjBiAkhdDC5/YkwA94AHXHBKSqjfocVeOWJm91h3FqpvPo8N6gALUGHtXQ3Uray0bAxQdU9WDuCC13kxA4QWpoVgpKmsjkLfm8FvA6kncGGsi8IQYLY8rGL7LnyEs8NeAKBCNI1ckz+0YWVdFMNWdVfFGxC1+4aAeeqcaje2lZWV/NmoBuXKygr8msPy5mX4END3Pfbs3o0tW7di0xHb0DYNVldnAAGTdoqUEuazOZpGQOuu66V0A5TPUovkZsddgcWkJYn16FdWV/G6972rPm1x5XU7ceV1O9fP7ygbCsPsCBZr0HEGSYQgOsIxwbNXnoYE9np2sCtnHjiTtDNb5xfK68h0iIhlGBaj2lpQy1krv0lQTgdnOsaBtIVv30c4x+BGM35Vd3CKSIgS8SVtasGkW1lS3hnaSlkXHSvYJdaQpPPHmCQwZ+2Cs1VlIMWQc8PEQGgfvHAIBa9rtxebopd5qoGFlKq26r5kM+TMIaC8nwnBhSEPhvqIdTaplb15bmxgACybiXImDhngoIqf1R7lqFxTPaut5DNJeckWE5vLezFWUuoxnW7RsTfwoQHg0Sef9SJjDud6+KANP1xA28j+jokRe3MQCUvOAyQBSu8lG0zKXDukqN1aqTRPyRm3gFKTiuPvAcB5TNoWwfsMfhvZtVP96VFsRWbOJWoG3sSYtIOSAkdqx9fPPoNOqq8S1r0tO/UGUMpaU/vdnFlOyoVJC7qf89+szrWBDPl1cHb47F4EpCocW3ZeGgVDyv7BrR89ygFbsl2tYk6wZWwxwKQASn3bpGdsBqEwfIAoNpbNb55VpswPlgleAc1eNH2HbD9xVW4uv/OwxgQGdJlNVwZSgD/reqWOY34tg7JabpS/WFNImVnoVkDC5eMInitwh43zTUFtA1Ty9yKDr6I3SHiWqvI2ZgIlWgCCbEfA0Iqsu4zHyAn/AqJvDAYSwELvk6mU4lnGEmybKBBVA8NGm27ZXImrzBxG0R3OAvul21zmh7NHtGgb23zZzzUwuAFwJWca2fYb6Jds5qp+kCKWUk7L1Tqx9xnI1WsyST4HiOBYsxWjznlWjvrlTvUlWXgIGXizcsyBfoPoYHsPAHlmijpyQm5egUpv5VNfNhwKIKol31buSMjzj4Xt551D05CWYd6KytZMBNC1lp6cSfsEey43ynbnKPTVZZG67GyQAhmsabD2fCVJUaPqSSMkUTa9Y/kj+zDpAjEaSv2i6pV8yDAyuumcU1BBRi80OeJobdlESKkHuEcgSaObdT0oeGzatAxyDl1MWJvNsf/gGlJkWQ9tg3nXyySlhIn3iLNVuODRBI+2kTI0YkYDwrTxmDQe0yZgqiUKKbLW4VtdqxonGmlikrbTNfEvbAOZ86cOoREUQuuIpbuObRaZq+BarS+Xz1sWkIO0MZTopMvbhVRpSR2wIvgQhe+sJBFQQC97sqJnU4IPQsZp50A0wE9Tm6XlqhAmUuV8SiTAolwub8bB+jLneOBpEjhF4SzQX9m+Jjjlw9FWowjo52LYXnr5d7Hrul2QCIiQhn758u8PlOQotxy5bt9eXPy1L+Oh9z5NX7G9PTwwUuJS+2+AEDPqFWWfr1Pxs8FS6RKgOHUZQNJog4EBAtoMHSxWfjg5bGRVJ5IIvrW4TeVkzfvOgB4TKcvNd1sBthohjhGu0tF2y0CxrVxSUllO0vI92ftFvzg1Ko0LQlLbbUqHDhfDUrGd2UOy39jMV524jHTU+zQfxUXXJM0mdEZVmB9jNj4lyUqNo5hyViMGVy7zVXQDDzyagwcOVk0HpFRndWVNI/xS4rJv3z7plpWEPLtVfppu3qPd20oHz5SwZ/dezGZzLG9axqZNm7B//wE457Ft6za07SS3NWZmzOdzMWCC6Uxko80c6jqj7cNf+Cxm3Tzf0+pshk985YsY5ccQ2zNqs7AQzwAkdkBMUc67IGcaQTJZhLdH9zyGrd9FNMjj7HmmCtQuDi2AvG4ZlkTCg60il6ubS9gar1Z5tcWEZD0pYORg7gOzANYMBcvsMwoeec32llKmlM9x0lR80WvmkC6C9JVuckKuGpqgtlwcgky1/kRNeMvrwR1zeImFD8gBoQlDoB7IYzQghKq5Hz7vSo8yA7Fw95ieNIdtkBmhNpgQ4et3QUpo7d5SIiSWzrs5q945lI5TLGVwFKWrHTkpwfXSUS8Rg5WQFgFonVA2SDmtclxGKZ+DI3g/gSZ+IJPy2oOWVH9wEjDG+4DgHDilrMeyCakAo3eloYoAkcXJFJ4proJ6ptzVClTFbAHDnAlHyMAMoXCDSWYHIUXJTs2E7sZllEEJe75y9lgGpfkLicozlP1XHL4MZqnj3seSxWq/yOARl3/f2iUmteOZFbSpLePhWcxMZUpy6a4DnAFQtjfMbiq6h9mc/zqrlVS3mH3C+XPeKfCq57xltLBqKD355T22lvW12gawbENO0KSE8p6BSrSz0wGOy3piK22zNzvN5qhtRWYgkvoOyvdowASg3110CcsWyiCx3Jesv5yswNCae3nR9BSRL39Xz8p5X4GA5Z6YpdSXiZFq3rf8BEpoIilIVm6Ny56u1wZphjU55OYPqG03VD5mtZ7YsgKr18nWBdYJL/5kZ6kGy2JMec3Z3HpvpbA6Xt3WA7Achh+UjF7R03INy7TKWVD188z3I3nG+b6rOc0f0vXBgAKOBNYA0YAvLYOhbvAZK4MvM8DKW+WQMRJX5tHsiB1XX4NrrtqJaH7NYcgtBjwiIgSn6SKxLDyrjiSqHCuxYADUToG2Z0/Wwq88xBhTTo+UReJytJUZcMlr6jRpo9NC8yxL2zwJO/aLA2bOFznStqjKXZOikHCDtHuZ3Mvm5QDvCZuWJti2eROm0xa79+5HYmDb5k0g79FFxmo7RzfvsBJ7BABtE2AAfusdWgc0npBCg0ZL0zYvT7F5aQlxNgP6HkuTBpPgpL0hS5eudmmKtunRtPK54KxUhMGIcG5alachz7F1iXBNECSdlZfKKxque0Q2uBhZXh2mqEToBWyzuSvmacFmkdFRU45ODQkCZWLubJjAkG4Hl1LeJDnao9GF4MQwY2ZwlBRKiyJJF7WUGfbhDAiT78/EaKiUnR4+A4VB5rBHNdgdZrMZdu3eA3IO89UVxK7Dhz/5KXzvBz/8sffMKP8+ctV1O/Ge//dxPPTep+X1WxtNAKrsYV0lbFkzevAA+f1EyGUQ2cQQLwKZmBmUnUeNcWqUalhmYH9b5yBAOcRi9Z35ELPB6rqHxYzsHljfXm2uPLahCMGo6gTyxaeAZrmA4RPQo7SYdyyGp2DplLOeBA9PgygUbO64srmSdBfz5LPzkFCyCMtpoMYNVR+23+tDSUwI4gmKH1SQMpt92MNi1gMYlEtbc7ZGsTQAcO5OlecchJ07dwKQEhvvHVZX17B3z75sDHiN1s/ncyGp7BOaJuCoo47A/gMrmO+a5fc5cti7Zz9iijjq6KMwm83hXcCBrQex7YgjsGnzMlYPrKKdTMQ51nVRODfEibp27x7s2r8PlskRY8I/XfB/sW/l4PqHPcqNlmz8g4UDkFjbswtZZYqSKZy5vyAR0cQM9kLuW5+bvMFmtNIccknKu033oBjBoluUbYtrRyRfRfSIlkh660RWOQU5A2Co+uzj8hdBU/jlcLRObHJnJISxleNgZ71TfqNyzha7KuvcbGdxuW/mTBlgZ66B5M7KELLDVYC03DLbCHnBUupFwpNp+96yThw5BUlcyfYyW8OAELbMZnV4NHvG7slR/SxcJkE1KgRYoMBJZ1niBIsgEwEM4a5jJWwzIl7p5GjZaRY4VUDOScZjN5+D2SE0HghAchHEToOHHjFFdH2P2AkxuneSlW5nk6hNLWnWDlOSIRTgfci21bzrkCKrQ1aIarODZoCKEnRb+T+RPq/EAkgaobrZ3pqZGjUzDt5LowKSs6NXHqvAASkE9Hoep57AiRTklPJAIrnvIa+SPKe+j3q/Vk4q/E993+kzaiQ717psRbM1pWsyM1d7Ts8s5X7as3sXdl674wY0xi1fNOkLXCuBjCzoyamOdw3UWOdgMl1mWdnVBWqH3RZecZorWwaVbaCvWZk/6xhrmwBAdtwdlb0m65gAJjgllSbd77142wMTwrR57fbXwEq5F5buyEDZ2+UDQEzCr0tc5m4AMBX/SIAwu+HKZtS/c8MQIlBoAHLgWPwx+eNB7KTkzek1naa4Jrui+nJJdLfw3UowypuTp8/EbB/rXF4CDkXnmSK3DsJ2LVIQua7YAEpygiQrQM8D5PPDRoDq9Y3A2AzK27PKwxY+pcSDaUZomvz9zs68hTPOzhSzxXUgADSzzgBBhupf1eVUB2MoB5LrIqn6X1nrsXIpG3dREjvXBmb4iPgRuk4qP7U2E6784dVKP6H8l5nrwfyFiEu/9E1846uXr5vL65NbDHgk0exeHiSRZA5WDwAAHAcwSbQOjNwO24yAxCzOgBlCQR61OFPS3csbAgcvKbmOAN8X0JFkAxgiS0SS/aMIsaU8ZiVC2mLeOwQvJG1EDjHJ4ZRIUs2lXEkeWttIt7A2CEzVNA3mfQQ0muSdoKWbp0uYzfbBBX3IBDARWk/YutziiC2bsGdtVRRekm4qdz7xBAQC9uy8DkcfeQS476X9OwFN8Ni2dQtAQJ+k847X1pExRjRtowg5cgSSyKIwDOcZUm3is8JuGmmZa5shGdEglehCbuXL9jMQmkJULgeOqEnrdOadz92PZDt1AAc10lgPcDPOJaNBNq7+3iKDqimCckkImk+AI8SEBaWva1ENv0wYC4nKcZKuH3WZnhjr4ggQEQ6urIphRwHBB1z6jW/iH9/yzzf1dhnlZpBChL3Rqili56aJnY+OqhMpO5UmpTTSXpxHrUOHGgJ6aOWsv+qEM0csp9QquFKDHTVwi3xdI2+WIblsoGHwPu99KRFISTMNRR8l5UEicpIynD+lupcVMMoHJuc0dsrvk99YBNjeafPuSLtFqhNsQJl3XnVGnw3NDE5XRkJ+LpVhQeQyD8M6sYNVu54hz5POd76WjhkCRl91xVVSLmaGm87/bNZj3769SH3C5i2bcdLJd8JstoaDB1Zx8OAKjj/hBC3BEb6F1dWDOPEOJ2Lfvv3Yt28/Dh5cATnCkdu345qrr8Xu3Xvwg+//ENu2bUVKwDXX7MTydAl3vPMdcc011+Koo47C0UcfhemmKebzHgfX1mTcszWEpsG//r+P4X2fuWiDGx/lJhU983PkGIBjoANL6VKMEgglwCftmgjNpqCYDWWuzk9A9lCyzB3l/orJurVx5pkhEoJZEXOEKodIjV0AYKcAi3PavEF0HWcnTvaOcJdR1oe1gRyCQ98rmT+sXEeCOsmit1X2hnfWvbWUM7Fav2avRcuqctJJFup0sHaPiX3KlcEGDAFFXxuZdyHAV9DFHCDVZb4xMIGyHjG8zLpqZmJwBWaESydqaVQEc8pZJgRkOyVraVHkApglKVeE3VulrKQ1dvmMZYUxd+LUKkgFLDjNYCRrHqDrJSbpVEeQsrhE1nlH7DXXwIxL6AkAzQFfsNsqxyOPU/R/7GPupOuD2G8SZEnZCbaSLa7swepCcv+ZG0eyfWxtmgNp4Iz8W8E60+Ek90MpIkbLOKj1u9BKxFgIsAfZBXlvKXCkZdV97Kp1LpkwnBh9ZKQ+FQDTvsUMTUAy0/sOfR9x0f/7ID7+8Q/i1i6mB4YAEuXXkgaPzREvwKgHkWTbFzL6ssHqrMq61MmRuKmiFrjwRrFmJZFDIoeOE7wvdof5KJZ/ZNKzlEhykgZIUgkmAWNpVS5BKuMJYojOzg47Fcsr8yvpK2Y/JSPphlxHaJA4g8tR9xODkTKfF/JnchCxtl+QgKDjU1oV4dztAXi40OQM54z1uAJ2cM4itEuXjEX7BelnrQTT1yA7qX5wGjS0ueACpol+Y32+8mwlkEkakHDVPRbKEnu/kO67wVyhGqXJ4PWsB+W60bLvIXZr2zTo9GwRLMA4J4u9bB3LJYA5NAjLeEtiwkZSZ+wOsAuqEyMqG7WSQYBIFLN05DYOGCtjQXlGZu/O14SIO3EqWEV1/Xf+47vQdf2GY/5x5BYDHn3t0m/gZee8Euec8ydAnzI3RD4gFeVz8AO+BgCiRKprCfEkoWkd4mw/As3BTqohhYRMyo0SAU3bIgIIviCrOeKhV/XBA5GRuh6ApOrmQ92VhwptyQeIwRZdQkwejoUMLWq2S9M4JI7otKvG8vImzOYdZvNO2dAj0ATQls3oZnOk2IHIYxI8yHts2byMI7ZsQnfkdhyH7bhi53XYu3cfDu7eiwN79uAhD3oA7v+A+4L6ObrVNawcPIjZ6gpCE7C0NAGccHXDeek8oAaW9wGGqAYSviUQQG0jh7hXZa5KwGlaJIDMD5WjbJ60w9wwbV4pCA0/1QcmBMKmEFJ+EvY8FRyMYggFcpo6K6AWeYe2bSWbDLJBU0ro5zPtIODA2mrRSmi8lstJNld1aLEqNSfd+brYK9iIvAalztcGKMCV9x7z2Rx//LJX3rgNMMotXoqzcT1vGiii6jUyEElSvqMSFZvx2pNHLgLLQDYNr1ddsgBI6kjagaFZgdAyEIuSl4MJ2anIQ650qXGZCUEzwDEJX5oBszFibWUVu3bvwR1OvAN8TtFenCv522nbXNJISp1BsdHn1t2t2JwgECa+FZ2SOuUFggJl0mZcHG9BjRZbQBcvsBgeKZpDIucJVQPPjoT+TQCCa6rrAXv37MPevXvzSz33cOQxmUwyuAUG7nzynYpDpN0v2qZBH5exdWtC38/RtK10iQyS2QkIGeL2I7dLKfO8Q9fN4ZzHyXc9GUSEa66+VnlfGnRdh53X7sY1O67GnU++M3buvA5f//pOxJiw8+B+vO6if7uBuR7lJyExSQcbbyyCaqC3AKKLksELQiCP4JwShIqxmFI5KQkWaVXHmyQIwizXjkkcXEUcsqFcG8MGBjkjceXiqHNk9OgFrEqs5T/FEbNsx0yUz0DOrElQPg6CS0BQ4CnFlM9JyoZ9LHqJpGRe+NhMlwnHqJSqW+fVripHEsM6omQjOV/4NsQea1Cn+BM5BE9AEOfQ7IlBGSozWAGP2Mdiy5iuoIjUJCQOcD5pdpaAvfN5jxgl44bNnV7INqgDD/K3ZImxlqUV7irTG1WmIDOkwZ50YYzRAnSEAFY7TDsomY6nAvYkTprZJbxKsz5iNp8r0OPVuVdHOAj3Vmgb83Sy3sqE0Vxa3XuC8iT1GowY8hoJHlTNMZfsqAK+OwUJqDiF9drkpMHk0rBlUVjtMhmvx6zv4V1YfBOYGT06PT9d8a0XSGIZpXFEziTN5R7GHThsErCRP5JiFG4rBTpvC5LULyMFj8SK1o556CAggAcFlzMtzAmOSmeVOXESIbQJRBFGmi0AnQRvOTnArR/DYC6tTB8FEGSzAXJik+YX6v7uo/DY+upa7JxmkGsZm9fGSjoeSgsWi5Wt8tAulKyRQr7sVGEyJ+ncHXskzViDbONsc9UAglBemp+lPpTZhTD3g8qfGqyoAQ9ohopsUBsQBoG66rq1LNIiANKoYf37DNkgzcSJEuxTTiSZYw2OUOFjs650meQ4JhA7uNYLF21MaCYTpCQ8fH1KCHBoG/GnIw41bspcfeQcmiDPo+sLcK6QDCT7uqnWTlLfsjxP2IyzAYXXDyIF7xDzmWlrs8xpigYqGXCEfJZaZp9UYPUCzKdCbq2PC3CE1QMz/K+/PHfDcfyk5RYDHpmQ9+AIiR5ZrSOQH6QddAN0QYXNCEkAoQf3BzGfz9H3SerQSFIFoc5WQkK/FrG8vAxAU2JTBDHEUOmgB4RFomL+fqJ6YNZBQsCJ4APgHBpAmdiFFwfJA0mICBHl0J9MGoAFFOm6HpMmoA0B08TYsjzFluUpUtfh4MqaKG3Id8e1FZx43JE4cOAget6OY47cjsZL5L9bnWHlwH5gNocDY9o2mLZbwSmiaRy6PomxiQRyDZwLAkxxAsc52rZVkmxROF7Jtrs+omcBbzxpjXzqJcUalN1B4xqggJxibWnsskPIqnyLw0ZO+E8YaijIk7c2kQDAsUdw4njJp9W4JkIf56Bkhrc45/Ex3HwAAQAASURBVH0vHdP6KITm08kEjfNgJ+SGZqy4mv9AQa4IzqWItmm9cyVqysD/+Nu/w5VXXV2vwB97/Y9y65R8CAJqwGJ4IA8OaQBwmLNGEfI6t5/yW1FSos0ARy7bSNrBzQyQIYBu70+ISiJLXsBztgsxAFccAQCZsyn2EYkTltqJRC0IcMEjribs3r0HuxU8Yv3u4chRXU9rtiFZVDmCnLM5xYifTlr0sTe8SA19mzpGpJleT7ItbPg1EGaZDmYjZVkILtiFpRQNmc+OgJwpELUMglkAMOccrrryygK0MbC2tobZfCYtw5sA1wTc8c4nKl9RMWa990JcrUZtH3usrc0zEEDOC8FsTHB9VMdbMhktYmTGd782E7Lg0GL79u3oOiFynE4344gjtuOkk++Ep/33P8PqbJaX3W3Fabk1SvAezguBeUoRsZdMts2bNwEAuuARGl8Alz7BgAXhUFu/tzmJAc56bnqN2qfUI7E2a9BmD5YpZ5J51MyiNX4iZj0v5Zs8lcCQQVhOjR5Wrr6UWPY2e7hUZYibJxelVA8QElNHXkp7UgI8QKEqta3AWmaCcww4KX2fxwRyCew0k9Gymz1APiB4oJ93YErwXpqH9F1E13dKMCoRaO8CoOVxhU8ORYeyhJKkXIsHk06k/GQKkplNmEvyyMH5pDZQcfbMOa1fIyKkyiO2MkFUOjs/awNcmAGIjpDosviuKTJ6RPiA/Fl7TjKvxnVG0lBkIcOptKS3UjsWREgulr+7OLUpf498XkvKWGw56/yTcgc1PWrs/faddQDDoZSRKRdbTGnwffnenNcscpfXsw8OzBa41YyFmECkAJGTZ5tsXInF/g0NhJGQ8plqcy4j1U5HzAjXEzHiwfyUg8u6MPWxE/BtIWvr1ipveN2/4v978iNx/HFH6T4JwqHVThGoUaBRSPF928qHNKNnIxvZyhnlkdoeGa5TwNwHHqwnEeWDIULfazUIEXzdNMdsAK5aretoGgPa6zE5AjlpfmPr0Drmml0mo9WsP1szVGwowPi45J1AkOxz5+GUVLvOrhlmHtKweQmpj7IA9oh9aFyvBPY+88fl8dnX5w+WzLsyuYBlzNTNBhaBI/lZuZKqGZMKxCSdzJP4js4aSfURKTrM01zvTYCy4CFnh3OI2tBKrpXAHSM0AU3bCgAbk3Y1Z/QAKJFmog/FAh6ZX0uNSQuiZB9PdbLXiiHnfAaNyj4eXrtejjZ3UfnXnH4ZE6SjpVHwqN9r/4zgvA+MC1CnP+tF050fueCjuOSiz12/V3kzmna3OPCIdaNJKzsjEtE/+UEQmHShEhXCvMrKSuwQUwPn5+AulfQ9FfJC3EUkvBConDLRUVKilhWHMvCTrzdjcTpM6TnnFHEdpo7J4pHFEpMsrqWJQ8+MtmnQtA3aphGkNgng0ceExnk0YRM2LUsWTVQQZ6ltsGnSgHgKN13CdGkZy9MJUh/hYsRsZYalxsNxQtsGtG3ALDsUHqENMMJY7x18Iy2hmSkj4Y68gDCdAETOi8PVzTtEH+GDbG7vhWch2iFQGUkCfJfoJ3PJ9CGQQb/yMxFC01TAnBplCsyFJgAQkrnCHyAbuZvNkZ+eglf2OSGOdBbSzEZN4gJeZeWsz8vp2KQNLuNzn/0iPvzhTwzW6jXXXPsTSQcc5ZYn+w4exJ//09/jhb/0dAAORubqbP0StMWmgaTIB3IGOPI603RuXegGGuUj386/BSBJQJCicbLTo/9MdjgCw0NJ9afjorGcI+X2YiCnWKvDoe1HJ22TQTAwMJ93OHjwIFZX17B165YSXM/AV5EYtQQGkiWRnN4/lJDSoQRuSe7V6rKlHQiX++ViYBl5/0C4RPyHPC72uwXR+0lJiQR1nm2eGMIZZUBRjDOsrKzgh1dcAae6M3iP7du348Q73gHOO+maqCXIOUKNKlODbF6k45qRykK/d9OmZTRNifZDSXutW5B12gLEuOt6ifT/04UfwBe+862BUbRvdWVw9oxy8wkJs6z8W6OhUiIhHUtT7NCliBSiZDhDIu8A0LQNyNZ/ZDVhvDr3mo0UGWvdDKFpxGDVABNTKc1iWOkAcoaH6RxkkMS0hgRJjHjdTKqk5PtEAPfCj+MdgRrNPGZG1I40TbB1jOq+ha8r52osbuG6xIgYlklDAHrtIOu0NbK0RGc4djlyDAKI1W5xPr9PiP11P2o5vM1BUaM8UClNEwqInW0TzQrV4GGKUv4AklI9hstATN1hCxT0eVppP2XOq0hKN+IIcNrtDAy36PCx6GjW7ns5uwzIpLqxNzCHAW9NRyiTd3rttkmQcqK2CbmcUL5CnBbJVJKyRCs9s4dlZSvy/pSfO6xky+yxlND3qQCODohdzGeffV/tzAHIAIuR+dcAQS7HWcgo9eTApB3pYOs05bPRec1MBYOinm863sSWGZ/ZVKr1CHluGaxg2x7lPUDmV7XnbeO3Mz+miK4TPqTbCnjUdb1QV3gPVnJyb6ByZbFk2wMQHwBqb5BmGg10QGULkVt3jtv8m28W81lt+9RlO0GyEb1ZBNAUqQJmDr6WkEh3XNaLcr0h0CrAcu1FOi1j6pF3iPqAolsZLEACa2lcBTTnSKMDnPpc1rlNGgkVAm4SpKgCnbUU1Dk5C7hcK9uXi+CRSRUoBxEiHKwdvM0ROYJ3DSgG5KxsHXN5ZlVwodIReRwgeIh/3QOIveiFJgg/mvCkSSZ3sm5lC3sQEH0WY0TU0mA7JzaSDOipYSonmpUQFx/TgCTvnDaNsvscgtpy7lU+vCvXMTutzgqzM5loWA4LMju7Bt8Z//LP78F1116H/GX5L3kW+/cfxHzebXivtwS5xYFHmSDEPDNLRdE6S44J5IE0l7aewWv9ve6RlKAkdRKhIWUaN+ptdZ2knEJTj8l5Mc5Z0E1ZPAoekRkBDBccvFfiWnPDbOFkJFqNixo8siiUHdRaj6v7FvABTcNYmsjnEyd08x591yE4QuM8gnIARU7o+h6TNmCpbUAOCNyinU4xbRshE+w7TIKHQxJyWe/B5OGbFl0P+KYt4IyTcTkXBGAhwCGIIao8AZykHasRkptKcwNlWxH5ZqusGAuWIpmYBD1nhvM+cxUIaaTP5GVQkCmDOiSRgNhJNFFKptW4TeXwBsn1yRs3gSg5r5xHxeNm8/nXHSZrq2v4l3edjxJ9ZFx51dW44oqrfry1PcqtVmJK+ME1O7TsUcgVyfRJPvPkQEnJDtMCqFjUTG0c+Z0rB1EdK7L/10epxclKFFrfw+IoGv+bHZoGhrB9uQIRPpPIAtVRJWMz58YMMwb62Ek5K8SJS2pc2L7JKdnVvUL5iyx6nAhSduEcAir2ARkkGL3cgxALIBtH+fcJZF4nI897Hn82GEumhIBDvMEGt+dkacAFcNJ4EDgxdly5IzcJiFGc0OOOOw6OHELbIHiPTcubMF1aUs6WgKi8R+YkmF7Mpb0WcWLrdAY4FxCClC9biYmAdwkhaNRTHZIf7tyJ9332U8iKC8CXvvNtXL1n9+INjnILEU5JWu3mMlIFdHrJjO3mcym7Sg2IGeQ9oBk25Lks34Lt1DtN1rmCpwJ0pkI3oWJp+vn9kCKTxW1hZ3kpQSgOl325OW8ppcyvBAVfkrb94QCAxQFy+ZuGhnPX9zKO4IudBNJSDT3XOSEmKsANkXYupeJMcCd6Sw15sDobUUrP7H4ok1xTHm+dAWP0CICWFGebrpTBMFjAmAoocH5Inh37CO4FNOj7iHbS5OsuAg+5m1LezzJ+IzPPpf4K/BsDL6GYyYCp24pby0nZvZWyMLNw0+n9MBGcb1Dawii3UQI4kWboSABAxlXmTZGUvCBF18mJY/ZtjClnq/rg4ZnQxyh25ga9Rw1oMZu55IRU63IBVOCaUyb/XudMCciNn0qCEgTk7lG2DpH3jT0c5hKwZt1bMjFl7rkeN8reywCS6u+UhIC7729bmUcAYG3fRScIIB4Z8Nm+Rv7dYvcmy5gkilLuWgO0Vk5abZZBFog59gMnn8v6hwDP5pNZJqCBNdlWsEyUckf59fxZEsA1ckReBpXtlag0+ajv0LhcbVnptstgRh2os4vVwKo0XipVFLU4F5BYAtaW7J6BKbJmJbr1zT51NmLke6OBr6ZQV95OZrOkXNov+ris/jozzLlyLugEZD/YEwHswV795ZozrgIIyZ4VU/WoNVs3paIb2GhjMCjzJaAEBIp5BGZkzrz6u1z2e7XEFiVQWT2WyrbXe66fMwnQL4/TZdt7dW2G951/wbqnJ0CW/Dsx4duXfRerK6vrnvGtRW5R4NFsNsenPvUZ/Mf/+EBT5dUeU+UMSR+MHIHESq7s9EAtBpQYED08Q5wfNpQUqqC0q0iQEjOOUYkPpYW88AKogbEAFNlmTAPls6DQFLG1hWwLlhXpBgvruy0w5zzaVsGjpDXenBB0gRvKnsBomoDGS5ecVujpZBwpoXUJfiJlFHEuhlUCxNpw0ga4mbRV5MfqbUMurfAIcNb2PpGWFJvSSdlRM8b8lKwtJGVLV4FZiaayGjVIcq0cBVUwjqGHuhJQ67N06qiasnGOpJOcHuwCPCmhnXE7UMnqKMaiKdCyplyFDH/+i19F13dZqa+uruGTn/zUj7+gR7nNSU5LZzbkJoMzxYrg/JJIOXRZjXTLQqRMZstAlaZs18tmrV5aIr1c3iMXHQAK9p2mQ7Opz8gA72Lb4GIScXZQJaLdK3l9wmw2w2w2RwIwnU5gXYDsWxh29srVovI89CTOCDxLOajdW45YlRam0nqNyw3rnJJNe2UcVD5n4WIzZ4mNxNRigPV9Fp3uyKHrenRdhxh7yfjsexxcWRG9rTpkOp3g+OOOByDle94MFzVO0EfNouRsOJnlmDiBY+n+CEgpmzRZCAhN0Gh7zE5pTBEf+8qXUE0nfrDzGnzwi5/DKLcekc5jKWdgyNrwYp9oBppnsWHgPTQ9UPenOOa2TfJ2AVCcAd3TLPwq4OIgACWI5ar1mnWCrtGspyr9Iyn1rtpklT5jzmA31XsURT+KkyT70gAuqhw/KSuKC/eUbX+535QQGVV016maIzAx+i4ipT6f5Vb+Uki6ScrlKichZzdyvpXKOVUQIAngbdNYtIXOEaAgrxCaO1drmQpM0H3ss4Ni5Xl6PpiTOZiCOhgnsyG/06zw5BCJQanWnyX5J0G7/zgCkmYfETTbTW0wYPCdMmvGXaOgDLls15ljTR4l8p+dOXXIXTl+Uky5BFlsXq9cU5COTzqeOgTAuiDz889rtawKOTaGwZOhg8YFfCIL6tp1i21YBlqeVelyWoGJjHKPw6dTrQcMgpdGyGsOr2SZ9pkz6rYitnZtPiTGz7lcqAAk2uVu8UmZww0GKOVnbp8qpg0PHvKwFDK/Wg9M/67ARBgIrzsp68eiJ3OZWl43Ah6RAhpmjwzsCLaQ2fDeBkMZACSAY+VtY2nsZP5lBu6dzNmhgEYiD0LKQI8BJilpth1R7tLLFbhqezjft+5rl+dS/lGAPPN1Xfa3yhho8G8LJsaaAoyQARvHQEBCyqAVDZ6HfcBMJhML1EqHsOqBV3ov28dU1t0i8ChVSZwfhZSZuUywbefscBnJuilrpVx7z559uPzb389A5MDeA7C2NsPFF39xw+d3W5JbFHi0srKCf/ynN+PBD7m/GhBs1okscO14ZYqdyCny55CZppIe2qqsJS2tEQNG96NlIUm9qikKOUCTETHbpnCSFZC0q4NjaTvqtG1qynWLZvRZ9wc10ERPFBVDheCRY1QFqiS1QfmYeoC9A5IHIwn41RQwqtFoniOCJ4LjTojoosOkjcK5RAA8g9lSoEm5OVq07QRRIyOApimGAOuw5p105QDU+EQq5XgKynjlQ5L6+wjPPiscm2UizunvzIzIJQrGWVE5JcOEOoGKiBvflSoh57yWF1ZlcZqeaIpPiD0pR0UIyrlihjgD+w6u4ODBFcn+UmX3jv/9r9h/YGxRPcoNixmnGT8iFqMe9rOuvxo5Lp/WCJat7QSalNba2chFDa5UBovqNmg0CFqaYE6gESFmoeKIyDs4A6z5eKwNs5o63mnJFEuWwNraGvbs3ot9+/YBzDjyyCMRvNcORmZAmq4uGTtguapUDDgwd/lwH+oLl0dhHCwyp2JYlohNVdcOm8fSVrxEnxmEBUJT/X/ulKY6Y/++fdi/bz+6rsO8m2Pe9Tjm6KPQti18CGgnLZaXlhB8m++xziYyjo7gPFxAxaci4+y6Xur2kzQV8N5haXkKQFrgSrZTwu79+7F/bTXP5d+c/+4FA2uUW5vEGMVYTdZNSnRCnEkX1KTrwdatA0nZTSqdppir7CKUc9H+4UlKnmKfwB5w3udujMxC2OuUeyRnI6KQhZqeyhzvXMqRBqUAABQBkS6Qap4JDRnDJftsVUKVeYEUDGFzDinbBbWYTi1OiYEZg3fJmKpX+t44VQoY5kNQsMnlclcrGwSz+rqSlWLlEZaNUJfssQK7DCmTckpzkJhBMSGSBPzsGkYsTUSYz+eYtK1kf3PhszAiXNZM0EEJV3b6LLoupTcpifNJEJ6jHKCEnUNFnwvARuX5MjSLXrOF2FxqdeKyXkNeh8aFlEl3yc4FzfC372MAmjFQbG8p6Uve5RKcxAlerye6nbJhzIkRnJSPECdN8BpyP1lXNa4da6L8e/uORQqLgv4sAhGA5rdjUcyhNkAwLazTwUrMZYrGcRRzqXHse3RdnwGl24oMnXTO9y/6SNcQFeATC2fxwDZS0GP9U0AmLjYbh8Fq/vA6UMP8BxtbbWfIYpQ3la6NyCCY6GXLiLH9U3hyHJyU3h/qON5g8AYImSlo3cnKXmUl4zY9z8qvqD+nou9NZKtR+UInfiwB4KQZh+YXDQAZuT/oszHdQCk/gGJHVuO3LpW2F4u9pg+Fiu4qn7PrWEIBw/ieTL2Zb1x/Fy8AONmfzgEJlGtWYxnCRRs/hwpmEjA/B1FFmVl2/a5de9F1/WDe7epGgn7ZZd/Du979oev5xtuH3KLAoyxdv2DJAIi6kIylHk7LBRoxxmIFhpCmpCGgCUp6liCIrS0L0ycxwVFCaCewTJqV1RXErsfy8hRN26DvO8xncwF7AKBi0jdDw3upIY8s5LQZ1QQE2JLiViWiFDBKmOI1wgMIAaQSQTaNGCqAtrXnCdbW1tB1nQA3jtB6QhsEGOtTB1BCCNNslDEzQtMgNK2g6t5hMpkALsCnBKd14s4RmslUrUCgccKfkJK1yK26qDkPHwrBmBwc4mgKkCf3J0azQ0pRsphsMvRQccZmVxnBzjn0XYesINSws84OlCSLrESeBDxjR5jHCO81VTm3hHQZfe/mHXpH+L/v/zA+8tH/d9Os01FuV8IAutgXcBYQo2fxMKOy9+vXkgHf9lEsVqRzPvCNC9ucLTOWoB0HAcBbyiwTSDbHwmjtWyzTwEn5gC9tVwfEkwPDWhwTr2SGO3dehz279wLM2H7ENmzeshkHDx4UnjbiXMJv9jknBtxMO0xKhg/1rnDGQfV4Tr8s/Bswp2jROKw+Rwu/MPvAovEWAIDp++zliMHT9wldP8f+2QFcc/W1OHjggOgNEJqmwdHHHIu2neSSMgdC1/dZryIlOC/di0RPSiZoz0IUarZxfgokQFFywuvWNC1m8w4xduiVz+i8iz+B8y8ZMx5vS8LM6FMCcURgD2Ih2ez6Xsk2HXxoEJoGvmnE7NFzNWlkuzixIrWh7kgIg7vemnKU7MJ6DPXflC0hIFC5pmUJcRRnIbLYK5LZVHgbJGuogD91lDxxguuNQ0Mj65mTQ0At7zyCOno2rqKtAKnbEp3C4AxcFTB90ZERgvu+F5J58lJG2gTlH1M9YqpmAFipowgHeHg4LsTV5mgBEDJtTloiJkTMrXJ2CAGzlLYWclcBk4TLTZqngCifCZKNpK3LAeQMGJkova4AiUQpO2k150edIWPnUGgks0q6eTqEpmS2xr4XAMo7tNNpnov5bI4uCcBtK6TjuQQQEwDEDHaBCCkK51WKQjXgfRAgLCWsKt1CSgznhfC/78WOjH2EJ7UfWUo3JJgh4wjBS4DXKO9qzlFGDgrU6y0TrtcliBJhUFCekai8nqp9lL16HjrAAy5mw9UqIdLzWcHRvJ5szasPEGOPTksoY98PQa9buchjskwhDfg4KSlKntTPQTWZurKqPWvuPFegnv3a5jTps3FQUmIu18pXyRey7EQZlVFkiK4K2SeLyYL2KT8vJICd7UFSsEc5izQYSISy3yrJ3Wx1LKUCogLHDZBaB7ToDPCwQywR1pUfQ24x67G8Xh2B2UstcgaOBPSxDKM6Cw9Ewkmp61iAPh2kPd960TsB32sibf3F4DNDqexip/xpNV8Rl2ecm83YGWP3mjhziklww7LJXDV3MgLLTgWG+l18c8rcRSlG650lZ1yKiJExaeVzb/rHd+Oqq649xD2NUsstDzxiAYKQrCSi7KB6QTdNEP4O74DslAmPjvMegZsc6XEQ4jzygIt2ABO6LiK0OgUaFWawpjmLcZNbnzoCZULLqi6WOXNe9CmBO0VaNbvIyGdBUv4BL+CJR0BgSMaQc0jWHpbs+z2oEaXZ93MwEZq2gfOUI3twknYIRwiOQJ6wtLxJDMMIpIbRtkvwTatj9hrtakCec9cR50mMCUOXk9oM3mO63GA+n2M+7yTjSsvVyDlM2gnW1maYtA1yiiNkEza+USNJjJfIpW5VS1bF+LAsryiHTdenXI+aa6oTcjSpVSCq62ZimJA4e5OmQWed0SDfu+PanXjZOf/jJ7JMR7n9CTPj2X/zP3DO/++3cNTWIySSWzlSmeSQ7Yw2Y7SKNOUIr6VEQ9SbVoho/KWykcxhskOx7ClAD39zvlIPtKHUrqNEgTLWlZ1RHBKcIYiunc87bN22BVf98Crs3rUbzMARR2zD0cceDQBYm82FXBYE7wiBSIBmAByBiKaAZkomSyw6WsQIEM3+s5r59eOi2kapjKfiSImOMaPEWlnPu3k2JgXU7rF7916sHDiAvfsOYL42w/Yjt+NOd74zfBAi7HY6wZI6V8J31INBmLQt0Pei3r2cDcYDlTusOMl4sIxH432az2dFn3HC96+9Br/5N6Nuuq0Lpx6cpJNURMl667sO3hF8I40ygvdSNKT7RDiwWIADxsCoBgpPl1O+Qu94XWaDOfxGJjwATcxvpgSqgmGmZ3orsfHFIM9AkDpARhi7mD3UK7AQU+F5Cc6DGtJOhCXanzDcx1mXmg4zcmuZTB3f+nmuwSyOEdFR7mAHUh0cI2azRW9My0aAzEeVr6k6IzlkHhLRswB5gm+koQj3aTAHTm2hqKF1F5zYqVU+BGlGjidxZodBhQRSYF/IdLUsRG1UiaWmXDFdEyAxi2NM3isdgZbrkc9gDZOuKxtv8PCpOlMyuLWYTWD/djm7NgOIjIVAyPDZBO9hrUUkQ9yBPKGb9yCKaCcTWb/ZM66cSp2LkvUrerfXjrnBN/DBITjh6kyeQU0B9mABZS/NYZLeK/vhWqifoYGimRg8RcznwHQyXCP1+23vCEedlq7FhJQUONpg3d5axUiMSblePGxdlPboDM7Zi7kkcoNrlb0vO9FA68iW4S0LgoEM/jXOSfadcHKID+EISHPAb5UdtKAohKFGOlkKMKklWUpmzh0jeY/gHYKVmg72pQarab3O+1FluIYUQNJgutwnpJsuKmDTKlj0PRncZg9Augg68iV44PxAt8u1kIHY65fCZ0eQvVhnSS1Kfk6mVqhkpOe7rIi8182HglzGlwlHFdik9rKdZ0NlhEPdipyj0u2UFTx/yUtenZtHjPLjyS0PPFIxPqE66s69hiSA4oiJF4HgHTozavRTUmOsikVTZZNxamgKo+KWkmrLGk2etrCESzlAJGWNvNTQZ5JuLQmT6KHXOnA5jMmch1476xhIAiNqJjUitRbTe23NqN6kT4gRmPcdQtuA+l6QdSa4aBlJLpsj5Bv4JqCZTAC4XMXnvGQdmZJPEOPGOUHiKQNCXtsL6n33svl9ExDMwCKX+QO8ZhBMJm2OBjlGJim0Th3izxkHVdJWhbUxW8HrFm1IHkQsRKNkz1Ke8xoTGvSZgDCTdBPwJ+f8D8zncyjMf5siKBzlliPiVCAbs2QGPlPe99a18JDXIGnRXEfYHAAwMlE8YAa57hEiOI9MYugMLLGLskRTcotXOsRRnQAjEVo0BeSbRC967zFbm2HHVVfnlvCrq6tYXVnFptBg6hwCK4cIpDTNZcBLHE3nTPcyUqRcXiYgStn7zJByvEPMmUUN82QhqwstZabscFjUro89lpeWEfuILnboug579uzF1y/9BqbTKTYtLWPbEVtxwgnHY9v2I4pesihViiCYMSxjtXlIbCS+Thxjkm6Qzms0S1tC9704Er/z+tdg1nWweMihyiBGuQ2KOqKSxKFBLg0+eXXywYy+69UGoVxqbwEtk0F0OltHw5KQpA05XF6XbTkLOeX9PXBfNGINdZhLGZUBnkpeGhMoWme42vFDfh+nhLW1WQazHBHQAB4C5oQgtkdCKXHLHdHIiI5J7TZ1fjgOHPQ8Zm3gEZoG5J2WClk79jIvlvXJypE0eDz5Pdp9y0kjDzUjBAh2BI4b71lyhOAasZMMvGbO12smLYIP+TWOxTmysozF1uNAks5KybIDWMtHzGbKi0DoPJM5mV7AIG0G4617LQhOg3AyyFImTMQIroULal+TlatUX0NljUiTFkKfhuS2fSogmhs4iqwlhBZMgTankfPLaBCilgaWIMuhnHQBw7yzUrUI9FbiB3hPh1UitghUApAgJhIo9lIGxD7rak+Evu9yYwZrxmL3lTT7rI8RsQb0knRWjHzbsUeNlF7iQAFwHplY1MBhlZJtI/xHJkRia5gWSynCOyBQo6+y8tvKmerUJjFepeA8ItIwE23wvUBJ4S6/EzBLvrO4HlIdYrabgYep+qx8jnO2DgANHJHyGFEGdKiaA/uuhGLfWDZNHms1t4t8lIuSosyisZiRU10dMhMdrOTMdLLeBdYbWHSI1xfBcMrzUu/P+v3D70E20HIZv/2KMchCKmX+AKhkZzK4NJmqQbyaFkBfv/Tr38Hb3/GBQ8xY0UMjcHTTyS0OPErM+F9/81o8/alP0XbQrigSaPTaNiYDrKSoKUlNqdWVGqDR9xETy7wBADCSEQoCavUoYAPphtJ6W+HSEhbEEiliQdMjW/2qKiOIAyWdc8RpsTRZVhQVbEaRfad8LpB2AUsJvSmDbDRFRZWl01vjApIXI4YR4UOTswssut5FhndSO+vh4EIAuZB/z4BmIlHuSEHOlXvSQ79OFXdODL5kdosZmg6C5WudOSscLqV4pa0is3I2GDamiL73PhvG2SYil1nwC4eLXNMihGDGv33oY/jm5d8WQ0cVyZ69+37siMAoo9yQ5BIDXZ7WClQyiahETg0pgBKHsoNTcNZMJkKUeBzb+rZDsf68GPxUZeQYcJS/QQ2aXo0SqyfX7Zavkw0562qxLjqX1ZNk4UxapNV94Bhx5JFH4dhjjsQR27YI74kL5fshuiJZfLA+7En0HsdivNnIuTIAsgpYmO+F7sxiPGr+NrOQs5JzWFpayoBc7HpYR7Mf/OAH2LdvH1ZX17C2tgbmhJPvcmdMmgl8cNi0eRPAwk1UMhEEDPJOnXsC5vO5AOz2BDUaBiCTo7rk8LaPfxhf/t639bHJ9XYd2D/qpturaNaOrC0DZqSrmmSjaYcwfV/rA0Jw6DsFPJDt6krE2GZmdF3RBYkLyMAOCI1k081TUuCIs26xIqm62UXmmLBvMT8A8nqMPXziMh4DoM2hYukw1XVdLueE9xXPW9F8tcNRsjd1PFVHHhZTLDdEyfrVqaORxD5zjhB1T5qONtJ8szPMVsijqCY1czUxgxPV7AR6v6Smj4zTuIMsO8o5aQ4SlXQ/AyGRwaRZ11HG5Q0Az05aVbLBln0qpOUE49LU8VW2ZwkAyP9D08B7aYBi5WRiH0fECOVcqpemzr+3TmZlPNIZ1OZbrpM7U2rDGcuszLqOS5lhDU9KllXp9JlisXXNxrduVvlPDhIM9WZ+FvBIHLU0LQJghBDEno1lXZmTWbLnDOByee3nkVJxvtn4kxQEJNiak6Bo0iYIMRWeqzq72L4rJs6A5m1FYp+yI273VcCKBIn7EsgFIPWwUi6XmZ5VAxAAmsDFBAuFAwo46Xd5shb1sg9KVhJroprt5cUyKl2XNTRD9V9UZWlT+YgC/ZYpLIkMPFjP66XeO+t/U8v12QFC8u+zr5vbzJt+t2ZD1fsLUKVVIbp+zRYSQJsG+z7f+IYW1492f/LrGjC0ebdPEgDteEYFYEtJ9aGWb1v2kUuSvOCCy/f7iU98Ht/4xvfs2Fs8DHHw4CpWVtYO4z5GuankFgceAcC3vv0dzOdz2cQGjCi6QIR8UBMNlYyBKJLix3Ce4ZPX1pD6O2sVjxLtqutY5ZwUzZZpM5z9YAfacMMJ0VcVMetRCFJ1fM4TEMUocXpgJhg+oiBTZUh5NYackSXGCHJSr05BDAsXvPAT6GdNSWQYzXm40EgnNd24DMk6AgmYw9UmlM6urqQXqiPKdo9I8KHJJNggAY+UIa9s6hx5K4YFnDnQlI0q783IQ1byMj4H5302Dq+59lpcfNFnsuHrOOJLX70U11x73U288kYZ5YbFgGGq0orNISHbQ9DtQ+U1e6++PZ9/Qg6foG17CiCcgSPUAbRM9z/ISFAdlC2EOuqlQFeOiMMOYPtf7QBKZyjyhNhHrOw5AO+A5aVlbN+2BVs2LaNtPPo5IzSkvBdUrmObGRI1zEOhgSuRX3fOZYfagnEDu6AMtHQUsc+SZqiSlA2bsdR3JTNx587rsHPndZjPpXxtaWkJRx61Hccec7RmRcoFY4yV/pK/mYWfxjIYYi9p0LkTDwFX7boOH/rSZ2Gto8kRPv3NS3HFrp2Hu5xGuQ3L+R98T3FgAeQ9YudnjspqG19m+MajaQIe9rOPxLZtR+inhs449OfEktXrzGaxc9cMdRQOJK7+V4PEcq0CzmSjPzvS8jkrqct2iukgux+9forqKJfbLBaTjo9YOi9G1mwfzWoeaAly2o6aFWRGzoap9US+LyLh0zGOiwzepjJmBX/r7ICih/V6NkdcKsIMdLdsbQOJOEmnMfiiRxkCsnVdJ3YbA8zWgMQc7bImNnJKzcqs72+dvs/2WxVUqJ1J1WFgKZ+KCnYs5pvmQIhxXqkKJ0+Zd6pMuv7TK4mwASX5koW7xVR34T5R7hRmMGlWpwKoYgcWAMZIcu0sGQgpDUVySKxdzCrn1XuPLmqR3IKTqVtMLE1m9QUoZ7NIlhmD4CSbFdpVr34muq6iAkcCpBhJdlWKreClVB9E3JYy4b/ypW8ipogT7nAMvHL/GTk8kcuAUggeDI96dwDItpIicnAEhUmLf5Df5yi3o7eujYzChyT+hQIPzuWysvKdVAyoBdsi21VmLzFrY6UEBwZTAWCsq6LJcD9iQ46i/MskuYT581SuZVlIxY+lPFYrX2UwkLSzq0P2v3Tj2kwN/pPmC/KbmH1ctVlTdY2NhlzZXQxIRiqKDSnjlpu288FRC0aXP2c6yrLzrFumXdOIw9//gYv1Z8pbnpkB73KDrG9e9n1cffXo792S5BYJHpkUZS2LzIAUr+ACMyP1ymlURQzsIFEzARadYVvM9gVmFHGJ6OT9pUCMgS7EkmFDlOBcQNYTzOt0EsC5Pp3AWbNwX+k55T4iWHZTMSJze3pyYCeKYx57MY68lo4BYEdI6EvNPDk4rySRTojCndc/deka2/fYPMgYs95T55GSJplSUnZ+h9C2krLO0Dpu1sPcrzfoqmnO1zX/1lEFUqkiZkKfEr76ta/rPcgnf/jDK/ChD3/kR14/o4zyk5Cvffc7uM9dTsHWTZvkBQYEjNXMR/OaoM6TqwAk5f2BAg0YGAqVU4MNNhIIRBJ5Ky8rimH/TqIXiq/KObunjowaX0lMSjRPYogbYk4g9N0adl51JSbTCY7cfiS2bNmCpgngJMAvSMhWPYWy72vwiMvtAVBeJy5AiwJK7IqRoLc5uOd8LVjdvdyXlTbbeGMfsbq6igMHDmLezdHN59i9ey+cd9iydQum0ymWl5axvGkJPjSInbSTti6NITTFOGIz3CiPGSBccvk3NK1czpzvXrMD7/r0x2/0Whrlti0f+eSN78qyvLQZxxxzbP5Z9INTX9eyIxh9DR5ptrPw1niEJqAJAfOuQyaih6oncmi8zw0mLFs7B70cITif90jfR6Q+woPRTlotTU9Ffykp8r1OvVcO5LmclaPx51zapOCRjjUDzTWfG9ShpEKlke2tOugFsUVKs4wmdz4zgCdnderNZ6DfFZ1rAHffK3F0Bk6K8+g0qyfFiC4msQmTllio3ogxok8RfR/R953Mrc6HjYPZFwet+JPrpABj9kO5B6Aeu4JdFoggYUYqpWIFuDBneDHQMPw9w8PXL+pEqw3tCEgOziWkVHFWgXI3q9q15pSUzkH5K+19+jnjBmXrzscMyx5blNrppVjKpm1dOHVC6RATavrcGHiIxKkvpZP5NuU+qjFYqbUAGakQpOtaS9aBWf+2LDTLxLutyGXf+B6WNrXYtGWKI486ErP5HN47TNHCwYGjdAMk56VLlYK4G0CBgEId+k/NfpTn4A18gPIdcUSpHi32ggF/Ah4R4qBTGQtn2WIGs+FJBu5nUISVrNl8EB4uCvv4wMnRpAT9vbWZr7+slAKb/qovZsCm6ocM3hgQiQLsE6nvlvMn9V/l/5SvpX4sLDBQ7WPYHlnvwZbgZMWRafdsP6TybhDgXCsZlvodxIR53+Pyb/0AAAovpF4ncULsGR/5+OfHMv5bodxiwSNPTsi/SICSyCmnEQvZnhcFlaSGn7xk22SLQI2SEBzSPEq7aE554xKctMTVg4YNtCGfyR7BCRQ8POnRlCKYHBpvZNxJHC4AqA80Iq1UszIrJX1W1Zk4gaWTKTyAXscUvEdMlMFk5z2QHGLs1eiQ75Eaca2zVeJWuW2Ppp3qXiY4H0DkAfKqxCWNNPW9ECqSUyWU5L8kxhAShDDOexBLvTqcZCSE6USIw2MCz6W1dT/v0TSNRP1IHUGN/FjtbTKlghIZYwD79x/QFG9RHl3f4w3/8I8Ydckot1R5ywXvx2+ceRbuc9efKi8yMk8G7C8S44NII9iMnKUjvpsAssnrfnWUswTq65rTUHQXFJimYmTrSe57ILauGPMWsUcxQOQXYiB1szW4aUA7mWBtrQc5ybCZ9z0OHljBtddci+NPOB5bt22TTo0shr4PQcBlbb9sIg6tA3MU4MWVhtDOA91cor2iK6RsrfB4ZLbFkmGg7XE5AW3bDI32voNzHl3fiZNGDtddtwtX77gGB/bvx+rKGtqlCe5z2n/AZNLmMrwQAg7sPyj6N3gt89CunArAJU7YP1sVHg6dt67v8Yr/89YNjN9RRrnp5V/Oe/vNPYQbJX/5p39ZcREK+XJoPJqmzWWf4rwLTxppyYJ3xtXjcuMTI0ft+g59V7I3JDuZculQSpIBKXaImLV916Hr+sw9ZJ8rmTFWti+219FHHw0iErLwJPabqAOuvtMjBI+OWTv1yJhCCmAj6FYHkEy/6Z+cCaRZ54D5cVT+Xc2jM74pPVOigYZsWazIQQhWotmYeiR20s2MlJg6gyIOzlnJVSmjslJB0bMMTgm98knmMi8CkEht2hLwcOQkKIAkXE4ZMJRsIuuUK4FGj8RJOupWXEHCT5VU17LyWNUlYMhrqeZOkaArFLgsDrOVNNUAo01wPi2VyDkltUczUIBh5zbjZrLvzw55BXChcADZepBGCwldF9F1Pbr5HDEOuclu7XLljqtxxLFbcNRxR2Pfrr045sgjc1UCE8CR0XcRTetv4Mx0CnYKaJQqxNQsA3IKzhihcvWXgZkGUtezbMBHsbrKR3NKgTObKn8o65mcfQnDWxTcydfRNQ/d3yh0KYA1NFBfi8oazllHeiW7NdlrpeMbG8hEUiYp5V1603l8KDqNDHCSYFoIoQDQQOZGcyzJA47JmhuuB1uVULz+HFcA9sGDq5jNuxwkAAD4DsXgJOzesx9veNP7MMptT26x4FEIAW3wJcIS5cDK6zsmqXV3TrgmADS2gJMWZpAHorTEtdad5kVJypymzVZgBoBMZAgAEyufYmGyZ5fQhDYfEERSEyuqQgyY0ASEJiD2Hfq+h4SjknbssPr1aNoCmBQyQa8RRPk5ZSBmgFhrVo4nZdN3UdsyBvjQaHQEyMqXSEiznVdUWyKKudyEHIh7AdcTI0H5lzhqBIfgQ4OmDRpxkg4jfUxIfUTfdQjBAVWkipMQT0qpGsRZ1fRxI8EkAH//D2/Gd773/Ztu4Ywyys0gkkUE1QfWplmMgAhICQAZxmyRGp/BHQIGhr6JkKFyDn5Z1NWi2Mo6W7pCAgMjpY4okeo+1vRpKfFYAjloG/oEj4DZ6hr27NmNvXv2IqWII47YBucc5t1cjRCHtunhfIvJZJK5DwY17/U9sJUkQCO/1bzp2+ddnz/n2WVDu20aNG0DIof9+/bDjErvHZq2xd59+wFouQH32HXdLuy8die2bN2C4084Hlu2bsaxxxwN7xz62KOb91iZrWLbtq2IsUfUMgMx/LVbSfBofIOXv/X1+PoPv3fjF8Uoo9wO5QV//IKbewg/shx11FF48z+9Lf+czFYEUMisPbxy/fS9tGKPXUTXR3BMoIlxDnlMoOS+M4fpZArfSLZ2Jqx2Qz1v2VBD4uz8K8AAm/KC0mprmU5IUoYrBi0iAVEDnpaNI+eMgxUI5e9KmrGhIUpmcfytbETmQA6vBCp2o2anOc3QMhDMW5Y7WDteKcCSpIHMysEVKXVqAozzqLfSMHv/AnBkvzNahXqevFeeF+PpXNd1cMFRV/L1mKI69ZbFJ++LFWl83XFNGtEMgQsprVSi7D6WdaFro+/m6Lo55t1tDzzavWsfvvfdK3H00UfjyO1HwDmnWXsJliEY+x5N62/wWrlUq7IdSok9C3BZgYJ1FnXOvzGbx/COavlE1oxvs4cskw6UgRe4lLvz5TL6mDCZTPIaqjnhjD6lLgUV0HPh5nS/U9XNkQfvVcNQ161QlLi8b51mRDuXcqOi2kcdzKHcUQbdKREoqa+ckTmpLAkK9CUbAy/opIrc3ECxWt77b5/EZz73NYxy+xTi62PvGmWUUUYZZZRRRhlllFFGGWWUUUYZ5XYti1Wgo4wyyiijjDLKKKOMMsooo4wyyiijjJJlBI9GGWWUUUYZZZRRRhlllFFGGWWUUUY5pIzg0SijjDLKKKOMMsooo4wyyiijjDLKKIeUETwaZZRRRhlllFFGGWWUUUYZZZRRRhnlkDKCR6OMMsooo4wyyiijjDLKKKOMMsoooxxSRvBolFFGGWWUUUYZZZRRRhlllFFGGWWUQ8oIHo0yyiijjDLKKKOMMsooo4wyyiijjHJIGcGjUUYZZZRRRhlllFFGGWWUUUYZZZRRDikjeDTKKKOMMsooo4wyyiijjDLKKKOMMsohZQSPRhlllFFGGWWUUUYZZZRRRhlllFFGOaSM4NEoo4wyyiijjDLKKKOMMsooo4wyyiiHlBE8GmWUUUYZZZRRRhlllFFGGWWUUUYZ5ZAygkejjDLKKKOMMsooo4wyyiijjDLKKKMcUkbwaJRRRhlllFFGGWWUUUYZZZRRRhlllEPKCB5V8id/8icgIuzcufNm+X4iwp/8yZ/cLN8NAN/61rcwmUxw0UUX4SMf+QiI6LD+3NyyOJ6tW7fioQ99KN72trcd8jNf+tKX8IxnPAOnnHIKlpaWsLS0hLvd7W545jOfiUsuuWTwXlsX9sc5hxNOOAGPe9zj8MlPfnLw3m9+85to2xaf+9znfiL3Osoohysnn3wynv70p+efv/vd74KI8A//8A8325hurLz1rW/F//yf//NH+kzXdTj11FPx8pe/HMB6PXGoPx/5yEdu+hv4EeThD3/4YDzT6RT3ute98Gd/9meYz+cbfubqq6/GH/7hH+J+97sftm7dirZtccc73hFnnXUW3v3udyPGmN+7kW7fvn07HvKQh+BNb3rT4Lpd1+GUU075ked+lFGuT0bdNOqmUTeNckuTUS+NemnUS4cn4eYewChFLrroItzxjne82b7/ec97Hh796Efj9NNPx759+3DRRRcNfv/EJz4Rp5xyCl71qlfdTCM8tDzpSU/Cc5/7XDAzvvOd7+Ccc87BL/7iL4KZ8Yu/+IuD9772ta/Fb//2b+Me97gHfvd3fxf3vve9QUS49NJL8ba3vQ0PfvCDcfnll+OUU04ZfO79738/tm3bhpQSvv/97+MVr3gFHv7wh+NTn/oUHvCABwAA7n73u+OXfumX8OxnPxsf/ehH/93uf5RRbkhOOOEEXHTRRevW9a1B3vrWt+IrX/kKfu/3fu+wP/PqV78au3fvxu/8zu8AwDp99rKXvQwXXnghPvzhDw9ev9e97vVjj/fHlbve9a54y1veAgC49tpr8frXvx4vfvGL8f3vfx+ve93rBu+9+OKL8YQnPAHMjN/8zd/ET//0T2Pz5s34/ve/j/e85z0466yz8NrXvhbPeMYzBp8755xz8IhHPAIAsHPnTvzjP/4jnv70p2Pfvn15zpqmwUte8hI8+9nPxi//8i/jqKOO+ne4+1FubzLqplE31TLqplFuCTLqpVEv1TLqpUp4lCx//Md/zAD42muvvbmH8u8uX/va1xgAv//97z/ke0466ST++Z//+eu9TkqJV1ZWburhXa8A4Gc961mD17773e8yAH7Ywx42eP0Tn/gEO+f48Y9/PM9msw2v9453vIOvuOKK/POh1sW3vvUtBsAvfOELB69fcsklDIA/+clP/ji3NcooP5acdNJJ/Cu/8is39zBuEvn5n/95Pumkkw77/V3X8Yknnsh/8Ad/cMj3/Mqv/Apv2rTpBq918ODBw/7em0LOOOMMvve97z14res6vtvd7sZt2/Lq6mp+fffu3XzcccfxXe5yF77yyis3vN4Xv/hF/vCHP5x/vvDCCxkAv/Od7xy8L8bIJ598Mp9++umD12ezGR955JH853/+5z/urY0yCjOPumnUTSKjbhrlliSjXhr1EvOolw5HxrK1DeQHP/gBzjrrLGzduhXbtm3DU5/6VFx77bXr3vf2t78dp59+OjZt2oTNmzfjMY95DD7/+c8P3vP0pz8dmzdvxuWXX47HPe5x2Lx5M+50pzvhuc99Lmaz2eC9G5WtfeITn8Dpp5+O6XSKE088ES9+8Yvx+te/HkSE7373u/l9J598Ms4880y8//3vxwMe8AAsLS3h1FNPxd///d8f1j2/5jWvwfHHH49HP/rRhzdJ1Zh/+7d/G+eeey7uec97YjKZ4E1velNO81tMZzxUGugll1yCJzzhCTjyyCMxnU5x//vfH+94xzt+pLHUctJJJ+GYY47B1VdfPXj9nHPOgfcer33ta9G27YafffKTn4w73OEON/gd27ZtAyBIcy0PfOADcc973hPnnnvujRz9KLdVsRLIL33pS3jyk5+Mbdu24cgjj8RznvMc9H2Pb3zjG3jsYx+LLVu24OSTT8YrXvGKwefX1tbw3Oc+F/e73/3yZ08//XT867/+6w1+96H23r/+67/itNNOw2QywV3velf8r//1v/I4a7G9/k//9E+45z3vieXlZdz3vvfFe9/73sH7Lr/8cvzqr/4q7na3u2F5eRknnngiHv/4x+PLX/7y4H2mI972trfhRS96Ee5whztg69ateNSjHoVvfOMb+X0Pf/jDcf755+N73/veYZfLvvvd78YVV1yBX/7lX77Beanl4Q9/OP7Df/gP+NjHPoaHPvShWF5exn/9r/813/9GZcWLqe4AsGPHDjzzmc/EHe94R7Rti7vc5S740z/9U/R9/yONxySEgPvd736Yz+fYs2dPfv3v/u7vcPXVV+MVr3gFTjjhhA0/e9ppp+Vo2fWJcw6bN29ep8/atsUv/MIv4HWvex2Y+UaNf5Rbvoy6qciomw5fRt00yk9SRr1UZNRLhy+jXvrJyli2toE88YlPxNlnn43f+I3fwFe/+lW8+MUvxte+9jV86lOfyovknHPOwR/90R/hV3/1V/FHf/RHmM/neOUrX4mf/dmfxac//elBGl/XdXjCE56AZzzjGXjuc5+Lj33sY3jZy16Gbdu24SUveckhx/GlL30Jj370o3H3u98db3rTm7C8vIxzzz0Xb37zmzd8/xe/+EU897nPxR/8wR/guOOOw+tf/3o84xnPwE/91E/hYQ972PXe8/nnn4+HPexhcO5HxxPf9a534eMf/zhe8pKX4Pjjj8exxx67Idh2KLnwwgvx2Mc+Fg95yENw7rnnYtu2bfjnf/5n/MIv/AJWVlbWKZnDkb1792LXrl346Z/+6fxajBEXXnghHvSgBx1SaVyfxBjR930uW/ujP/ojTCYTPOlJT1r33oc//OF45zvfCWa+RfBCjXLLkrPPPhtPfepT8cxnPhMf/OAH8YpXvAJd1+GCCy7Ab/3Wb+F5z3se3vrWt+IFL3gBfuqnfgpnnXUWAGA2m2HXrl143vOehxNPPBHz+RwXXHABzjrrLLzxjW/E0572tB9pHO9///tx1lln4WEPexje/va3o+97vOpVr1oHupqcf/75+MxnPoOXvvSl2Lx5M17xilfgiU98Ir7xjW/grne9KwDgyiuvxFFHHYWXv/zlOOaYY7Br1y686U1vwkMe8hB8/vOfxz3ucY/BNf/wD/8QP/MzP4PXv/712LdvH17wghfg8Y9/PC699FJ47/HqV78av/7rv45vfetb+D//5/8c1n2df/75OPbYY29UOvVVV12Fpz71qfj93/99nHPOOT+yTtyxYwf+43/8j3DO4SUveQlOOeUUXHTRRfizP/szfPe738Ub3/jGH3lMAPCd73wHRxxxBI455pj82gc/+EF47/G4xz3uR75eSikbZtdddx3e+MY34itf+cq6FG9A9NlrXvMafOUrX8F97nOfGzX+UW4dMuqmIqNuOjwZddMoP2kZ9VKRUS8dnox66ScoN2/i0y1LrDzp2c9+9uD1t7zlLQyA3/zmNzMz8/e//30OIfDv/M7vDN63f/9+Pv744/nss8/Or/3Kr/wKA+B3vOMdg/c+7nGP43vc4x6D1wDwH//xH+efn/zkJ/OmTZsG5VIxRr7Xve7FAPg73/lOfv2kk07i6XTK3/ve9/Jrq6urfOSRR/Izn/nM673vq6++mgHwy1/+8ut930ZlawB427ZtvGvXrsHrluZ34YUXDl7/zne+wwD4jW98Y37t1FNP5fvf//7cdd3gvWeeeSafcMIJHGO83nEB4N/6rd/irut4Pp/zN7/5TX7CE57AW7Zs4UsuuSS/b8eOHQyAn/KUp6y7Rt/33HVd/pNSyr+zdbH4Z+vWrXzeeedtOKa/+7u/YwB86aWXXu/YR7l9ia2lv/qrvxq8fr/73Y8BDNZT13V8zDHH8FlnnXXI69m6fcYznsH3v//9B79bTMHeaO89+MEP5jvd6U6DEs79+/fzUUcdxYvHAwA+7rjjeN++ffm1HTt2sHOO/+Iv/uJ6xzifz/lud7vbQLeajnjc4x43eP873vEOBsAXXXRRfu1HTcG+5z3vyY997GOv9z0bpWCfccYZDIA/9KEPrXv/on42WZznZz7zmbx58+aBLmZmftWrXsUA+Ktf/er1jstSsE0XXXXVVfySl7yEAfC55547eO+pp57Kxx9//LprxBgH+qzWoTbvi3+cc/yiF71owzFddtllDIBf85rXXO/YR7n1yqibRt006qZRbmky6qVRL4166ZYnY9naBvJLv/RLg5/PPvtshBBw4YUXAgD+7d/+DX3f42lPexr6vs9/ptMpzjjjjHWlWkSExz/+8YPXTjvtNHzve9+73nF89KMfxSMf+UgcffTR+TXnHM4+++wN33+/+90Pd77znfPP0+kUd7/73W/we6688koAwLHHHnu97zuUPPKRj8T27dtv1Gcvv/xyfP3rX89zXs/n4x73OFx11VWDdMxDyatf/Wo0TYO2bXH3u98d//f//l+87W1vwwMf+MDDGscDH/hANE2T//zVX/3VuvdccMEF+MxnPoNPf/rTeO9734tHPepReMpTnrIhsm9zecUVVxzW949y+5Izzzxz8PM973lPEBF+7ud+Lr8WQsBP/dRPrdu/73znO/EzP/Mz2Lx5M0IIaJoGb3jDG3DppZf+SGM4ePAgLrnkEvzn//yfByWcmzdvXqevTB7xiEdgy5Yt+efjjjsOxx577GCMfd/jnHPOwb3udS+0bYsQAtq2xWWXXbbhGJ/whCcMfj7ttNMA4Ab11vXJlVdeeaP12fbt2/HIRz7yRn/3e9/7XjziEY/AHe5wh4E+s2d7OET6X/3qV7MuOuGEE/DSl74UL3zhC/HMZz7zsMbwnOc8Z6DPFucYAP7yL/8Sn/nMZ/CZz3wGH/zgB/H7v//7ePnLX47nP//569476rPbj4y6qciom9bLqJtGuTlk1EtFRr20Xka99O8rY9naBnL88ccPfg4h4KijjsJ1110HADk98cEPfvCGn19M2VteXsZ0Oh28NplMsLa2dr3juO6663Dcccete32j1wBsyOo+mUywurp6vd9jv18c4+HKjSkBM7G5fN7znofnPe95G75n586dN3ids88+G89//vPRdR2+/OUv44UvfCGe8pSn4HOf+xzudre7AQCOPvpoLC0tbahg3/rWt2JlZQVXXXXVhkoDAO573/sOgLyf+7mfw33ucx8861nPwhOf+MTBe20ub2juR7l9ypFHHjn4uW3bDfVE27bYt29f/vm8887D2WefjSc/+cl4/vOfj+OPPx4hBLzmNa85bH4zk927d4OZb3Id85znPAd/+7d/ixe84AU444wzsH37djjn8Gu/9msb7ofFa04mEwA/3t5ZXV29WfQZIDrtPe95z7o6eJPD0WennHIK/vmf/xnMjO9973v4sz/7M/zFX/wFTjvtNDzlKU/J77vzne+Myy67DCsrK1heXs6vP/e5z8VTn/pUAOsNTZO73vWueNCDHpR/ftSjHoXdu3fjr/7qr/CMZzwDp556av7dqM9uPzLqpkNfc9RNo24a5eaRUS8d+pqjXhr10r+3jODRBrJjxw6ceOKJ+ee+73HdddflDWsAwv/+3/8bJ5100k9sHEcdddSGdbQ7duy4Sb/H7mfXrl036vMbcfrYxlkkBV9UAvbdL3zhC3ON8qIs1vtuJMccc0ze1Keffjruec974owzzsCzn/3sTE7nvccjH/lIfOADH8BVV101UHhW51uTkN+QOOdw73vfG+985ztxzTXXDFB7m8sabBpllB9X3vzmN+Mud7kL3v72tw/23eI+OxzZvn07iOgm1zFvfvOb8bSnPQ3nnHPO4PWdO3fiiCOOuNHX/VHk6KOPvkn1GSAG2kbzbEGF+rtPO+00/Pmf//mG1zkcMv7pdJr12YMf/GA84hGPwL3vfW/83u/9Hs4880xs3rwZAPDoRz8aH/jAB/C+971vwL12pzvdCXe6050A4JCNATaS0047DcyML33pSwNDaNRno9yQjLrp8GTUTaNuGuXfT0a9dHgy6qVRL/0oMpatbSBvectbBj+/4x3vQN/3ePjDHw4AeMxjHoMQAr71rW/hQQ960IZ/bgo544wz8OEPf3gAuKSU8M53vvMmub7JSSedhKWlJXzrW9+6ya558sknAxDS71re/e53D36+xz3ugbvd7W744he/eMi5rFM+D1d+9md/Fk972tNw/vnn46KLLsqvv/CFL0SMEb/xG7+Brut+9BurJMaIL3/5y5hMJti6devgd9/+9rfhnDss4GuUUQ5XiAht2w4O6x07dhxW55BF2bRpEx70oAfhXe96F+bzeX79wIED67qB/KhjtEiYyfnnn/9jpe8eTgZlLaeeeupNqs8A0WmL+uzDH/4wDhw4MHjtzDPPxFe+8hWccsopG+qzwzGEFsXINK+++mr89V//dX79137t13Dcccfh93//93HVVVfduBur5Atf+AKA9SXM3/72twHgRpFpjnL7kFE3HZ6MuunGyaibRrkxMuqlw5NRL904ub3qpTHzaAM577zzEELAox/96Nxt7b73vW/mGjr55JPx0pe+FC960Yvw7W9/G4997GOxfft2XH311fj0pz+NTZs24U//9E9/7HG86EUvwnve8x78p//0n/CiF70IS0tLOPfcc3Hw4EEA68vjbqy0bYvTTz8dF1988U1yPUBK/x71qEfhL/7iL7B9+3acdNJJ+NCHPoTzzjtv3Xtf+9rX4ud+7ufwmMc8Bk9/+tNx4oknYteuXbj00kvxuc997kaDZS972cvw9re/HS9+8YtxwQUXAAB+5md+Bn/7t3+L3/md38EDHvAA/Pqv/zrufe97wzmHq666Cv/yL/8CAOvAIAD47Gc/i23btgGQNMu///u/x9e//nU8+9nPXpfuefHFF+N+97vfjeaCGmWUjeTMM8/Eeeedh9/6rd/Ck570JPzgBz/Ay172Mpxwwgm47LLLfuTrvfSlL8XP//zP4zGPeQx+93d/FzFGvPKVr8TmzZtvdBTqzDPPxD/8wz/g1FNPxWmnnYbPfvazeOUrX4k73vGON+p6AHCf+9wH5513Hl7zmtfggQ98IJxz1wvSP/zhD8dLX/rSdanJP4788i//Ml784hfjJS95Cc444wx87Wtfw9/8zd9knWDy0pe+FB/84Afx0Ic+FP/tv/033OMe98Da2hq++93v4n3vex/OPffcGzUXT3va0/Df//t/x6te9So861nPwtatW3HEEUfgXe96Fx7/+Mfjvve9L37zN38TP/3TP43Nmzfjuuuuw8c+9jHs2LEDD33oQ9dd77LLLss6f+/evbjgggvwhje8AQ960IPwsz/7s4P3XnzxxfDe32DXzlFuvzLqplE3jbpplFuajHpp1EujXvoJyM1G1X0LFGP1/+xnP8uPf/zjefPmzbxlyxb+L//lv/DVV1+97v3vete7+BGPeARv3bqVJ5MJn3TSSfykJz2JL7jggvyejdjp6++qBRsw03/84x/nhzzkITyZTPj444/n5z//+fyXf/mXDID37NmT37dRJzRmYaE/44wzbvDe3/CGN7D3nq+88spDvudQ3dae9axnbfj+q666ip/0pCfxkUceydu2beOnPvWpfMkll6zrXsDM/MUvfpHPPvtsPvbYY7lpGj7++OP5kY985Dqm/I3k+sbw/Oc/nwHwRz/60cHrX/jCF/hXf/VX+S53uQtPJpP/P3t/G2vrlt11Yr8x53yetdbe595bL34rO2W7jF/L2LExkYHYOI1s04AMIiEhCgYCVtNSFJkWJiDH3bzkQ8eKEuVLS6AgA4KQbokEOorAwnQ+0ER0WnRHdEI3wYCbYJs2LihX3XvO3ns9z5xz5MMYYz7P2vvcquty3ZdyrXm17zln7bXW8zbnmGP8x3/8hx6PR/3qr/5q/T2/5/c86Rrwsm5rH/jAB/Tbv/3b9c/+2T/7pBvcG2+8oTc3N0+6Q1zHdcRc2ndQVH1zOxFdJPbjR3/0R/Urv/Ir9XA46Dd8wzfon/kzf+al9uStdA5RVf2rf/Wv6jd90zfpPM/65V/+5fqjP/qj+oM/+IP6/ve//+J9b7bOHh/nF37hF/QHfuAH9Iu+6Iv05uZGv+M7vkP/9t/+209sUXSw+Mt/+S9ffN/LzvPjH/+4/o7f8Tv0fe97n4rIk2t9PP7xP/7HKiJPulzux5t1Dnl8v2Ocz2f9I3/kj+iHP/xhPZ1O+l3f9V369/7e33ty/aqqH/vYx/QHf/AH9SMf+YhO06Qf+MAH9Nu+7dv0R37kR/T58+ef8tw/1Tn8tb/21xTQP/kn/+TF6z/3cz+nP/zDP6zf/M3frLe3tzpNk37pl36pft/3fZ/+hb/wFy46Wb6sc8jt7a1+9KMf1T/+x/+4fvKTn3xy3O/8zu/U7/u+7/uU530dn9vjapu+a7zvaptePq626Tre6XG1S9813ne1Sy8fV7v0zg9RVf3sQ1LX8XaO7/3e7+Wf/tN/yk/+5E9+1r7z4eGBL//yL+eHfuiH+KN/9I9+1r7383H82I/9GH/wD/5Bfvqnf/rKPLqOz7mxrivf8i3fwpd92ZfxEz/xE+/26XzG4/u+7/uotfLjP/7j7/apfE6Pf/JP/glf8zVfw9/4G3+D7/me73m3T+c6Po/H1TZdx35cbdN1vBfG1S5dx358PtilK3j0Hh9/6A/9Ib71W7+VD3/4w3z84x/nL/2lv8Rf+St/hR/7sR/j9//+3/9ZPdaf+lN/ij/xJ/4EP/VTP8Xt7e1n9bs/X0atlY9+9KP83t/7e/mRH/mRd/t0ruM6Pu34gR/4Ab7ne76HD33oQ/zcz/0cf/pP/2n+1t/6W/zET/wE3/3d3/1un95nPP7+3//7fOu3fit/5+/8nTftjHkdn378vt/3+/iZn/kZ/ubf/Jvv9qlcx+fZuNqm6/hU42qbruPdGFe7dB2fanw+2KWr5tF7fLTW+GN/7I/xcz/3c4gIH/3oR/mLf/EvjpaCn83xB/7AH+ATn/gEP/VTP8U3fdM3fda///Nh/PRP/zTf//3fzw/90A+926dyHdfxlsYbb7zBH/7Df5iPfexjTNPEr/pVv4q//tf/+ue0EwTwK3/lr+TP/bk/91nvTvn5NGqt/Ipf8Sv44R/+4Xf7VK7j83BcbdN1vNm42qbreLfG1S5dx5uNzxe7dGUeXcd1XMd1XMd1XMd1XMd1XMd1XMd1XMd1XMebjs9Ou67ruI7ruI7ruI7ruI7ruI7ruI7ruI7ruI7r+GU5ruDRdVzHdVzHdVzHdVzHdVzHdVzHdVzHdVzHdbzpuIJH13Ed13Ed13Ed13Ed13Ed13Ed13Ed13Ed1/Gm4woeXcd1XMd1XMd1XMd1XMd1XMd1XMd1XMd1XMebjrfcbU1EfkkH+uIPv58v/JLXuDkUbg+Zm9zJuiB9RbSiKCqgKvZ3EiQhpcSUEyUJJQtZ4LzY+5MkJIv9ib03lUxOCUmCJNDueuACqkrvHVVFRMg505sgIgggYp9LKZNypuRMSgkR/zxwIS/u0FtKiZyEnDov7h5QhePpyHw8IKnQemdtjcPxwLKuJISc7JioQu/0VkmiJMmkJEgWpqkgIjwsC+t5BZRUMmU+UHJCcqLWNs5BkqAKrVXIya6RAppQFBEQhE6n1ma/T4mcE2D3Bjogdg7JnrnG76aDHQdBsWNpV9BMyoUkiVwyOWcUWM8rva+klPir/+e/y3/+n/3Xv6Q5dB3vzfFua+7/Um3Tdbw3x6/6zl/Hb/193w8JxiMWe95mswVUKFPBjL2g3UyqqqKsaIc8ZdB4HTqdXhu1dVQEVSWJkEv2uSw0VXrr9K5o76g2alfmaaK1Ruud3hqtdqr/2Xqj1pVSZgShtUZtleW8spwXlmVhPT8g0snTxHJeOJ/PnM8L5/MDDw9nzg9nzsuZu7t7jocTz58/5+H+gX5eYFmgLvBwhmWFXu2GoJjdHjfIN6r4+fwdn8u26d/9d/4gX/YlH+Tu+Se5e+MTLC8+gbTnZM5MqTJJQ/TMur5gzhO9rWhtaO+IJHLOzGWmTBPH21fRrrTW0d5AG703RG3eiK8BtFPXhd6bzTUgjTmkQCK98irTVCh5BpRWm62BrpAy0zxRcqKrX39KrGulrpWGImQkZbI2praSpVDmgkixdbKudE0cDieevfIqpRTICSTTtVPbSq2Nh7ZQa0O7kusd0ldQpXV77XQ6mW1A0VppDw/c3T1Hu3KYE3Mx93ddK+f7O1LOvPbaq3TNw89LOVGOhcPhwIu7N3i4f2BZFkjCNB8QMjkVmmT33QoiCVuXiQd9ncn9SnG/b87ClAp3rz/nE5/4BO//wKvM08S6VprAfJzIU6Yq/O//w3/K3/x//cvPeA5dx3t3fC7bput4b47v/I2/ha/56Deb/+M/pWS62/7eO0kgl2J2FWh0useh4UZsPhagivprqkryaavuUOkuMF60I8iImeMzuv8MeAxp//lRxojfAeiy+mvb/xVFu8WkXTvZ4/RP5+qo+DeIn5/7TtrVY/unXxD38PFrrRqGYHFy8vfEPe8Xn1PtFnuLYRQAXSutdZLf56Yd7e5vxjmpPa/WOq218VwuTwakmd/6n/zHP87dizc+9U14i+Ot2Ka3DB79UsaHvuoLeO21E4eSOZaEdujZbnwiIRTDYRRWuk06sgM+ULuSRFEKKWdUVxztGRNPUbp2qNClkbM5MYg/RPXtXPLwr4U0ABWxp0tX0NYGwCQOymCHs/P098YCU2xhSoL5MINYQJNKsUWqgiwrda3QOiqJDmQHtOjm8DUUMmgHUaGUTM6FkjM6BeiVUO3YmSiIbufm51JVka42UQUQjdtlr3VIqV0YGL8kBiL2kn2l94pqAhJCGgZBdkFKkkTKmbouSOoOgMFv+q3fzG/43q9DkpBLojeB7s/Mv+cTv3DHn/nTf+uzOPOu4zqu4704/s0//kd53wc/AOz2fAVkcpvUmA4zeZq2d4jbZLd1ZrASh2nefbPZL1WlkehdHRz3QzjgXUsnN7M9TT3YLtkOQ9h0s0/aDRgqTZnnyTb0AJcchGq90att8jm7U9Y6rXfmaeGhFKZ5Yj0U0O7JiYmUC7lM5FJIyfa3PBXm6cDhcGCaCvcnA5WWhwfW+we7RsmwniEl3yQraNvu48WQl714He/h8b/9d/4Qrz078Mmf/3keXryO1hfMspByI+tKZmG9f4NWz+Zz9IUkQBFEZgMycianzOH4DFVbBykJrSl1qdS1QV/JJTOlTBKhEz4N4HO8aSd7Ik+KQEkwZZLY3OtJoXW6KOKfqf55UkIkMU8Tx8MR1U5t2DpBOB4K67Jy93Dm5saSUKUnFKHkCci0hvts5hvGOj1ooRRxwEjQ3lC1dd16p64P5G7gUWsr67qg2pinTEap62Kwa2v01hGUupypOlkMJUImk7sd73g82LW1Rq2V5eFMKTM6F6acSXky8LpFBIb5O1Mhp+yumF4kMVNK9hwU+17UQL2cWLXze/+1L+Z3/WsfMn9TM+vSuDufSVI4HI7kMvHPP37Hv/3n/9/v5PS8juu4jndpfOf3/mY+/JGvHrGbJf0NWDicTrt3bjFqSjISY/Gav+UtuwZ7QGEAR/EdHqxPiNkwDwkfYx3mt/mh1eNtNkApzkmcRNK7gVG2uW1AUwAxopFE/PTnvwFHvzjQdP9+RTd31F9/M6Dl8esj4UlACHFd7L4TS4LKhlmICGixJObuXkkgdO/SeEfAoynBaSocPAs05U7SRlJDQcXhhw6U6UgXQyp7a6AdUWMFpSQsa0UcvYt7FwBESolO90krl4iirZsNUZVkYNKUzAkScRJQ3360oWRUd0ilMACl5Bkl1ACrlBq9mwPWuiLVvB7xFdqbZcRIdn3NF1cuhWma6L1ZNttRxqlvDCnLGKofV8ZxnSg0xkA8VZFk2JJfOinmqhjIowQiGj9PgaP4axZz6AKwUu3bA3DkWaU7kuznqcnOAeXmduZ0UxBRY3z1ZIvBnSgUTjcz3/8//XWkZCdk6KvTBfz+/5/+wn9C72/BUlzHdVzHuzJSSvxP/q3/mRFg+g68D8A/CR/+yEc4HA+XtquDkulqoE0SJQ+nR5GknjBgZI+ETM7g2yyqZo/Uj9O7mj3Zjd4V6ZmUzM5mB9pLKSN4tvc5qN+V1hq9d6bDPLJe2rsF171Tm/+9NlLOgPjv2mCwLmuhLAb655RYciFPmXmdOcwz8zRzOB84rwvnhzPH+UjOhWk68zCfOc8zD2XinDJ9XuHuuTEyVOG8wLpu9Co6m+W/js+18drNDb0urA9n+rqSRY2BjSDdEk5oo7dKX0EnoRRj7zBYMBnJluSZciHnRK0rrVaW85leV6a5cJwMsG2t0multYq01bLR2sk5MU0TaZqoOdua7h0t7jhkBU1I7c5uatua7Uoi0XNyLw/zFbplZBuxthrnh5WSZ+bjgZwnJJl7mvNETkJP5p+1agCVZXjN5yjJfI6O0LIidESbnRcd8fuVtFNyQVRZ19UZiniCUIwdiNI7SIKihWlK5JRJaWKaK6VWA4/OZyAxHzCAKBd6UxqREBOmyYDhnJIly2o11nc2X3KaZk8Ius+mShdnMaIcp4lpTkjJaBXS7YGlzaSUKdMBJTEV+KH//tdyOByZpgltavOidfOfETIduvKX/9Of5R/87GcnO30d13Edn/3xXb/ptzLNB0vqs68qMRvxhR/6Mm5unwFKd18kSBDBOo4IaYAU7GNfGXHiHswgWUxI3wEfETNrxNIecu4AI8DjvqdjD6CIA0cDdEFHfPqyz8S1X3yeHcgUbxrHfzkg9gSc2n1u0JGcLPKmQBD7Ew08gAt07FNFpQOw2wFncWkWMWdUZHhtdpe3n1KEVqszxC6fL0mQDl//K7+Nn/pH/yWf+PjHPsWZfPbGOwIeJRFKTpQE9EbqBiBJa6RkG7dt4ImUMr2IOwc60Dbb5O2WWVmUPcwITlLKo6RKvBRrvEeDYpa8DC0NACXlMlC8rurAzTZRAnxSnOsj8nSRJLHMkgiiFZrad/WOtO7OgZ1r107q0B2QEhFKsXI76Ril3EfvluXCM1QqxhDKyQCv1ttusu+mbrdyjOSAWIAvQhrXmgQPlOwjA+GMf7CboPGZXQYfR0gtYPMAsXe0V3oX1EvgdjbILVkEk33c1zjQPGW+/hu+xMC5MHARfGLz5Nf/976OundO2ZhheJD6kz/5L/gXP/f6W5iZ13Ed1/GLGV/4ZR/iqz76tbvNUEiSdw4K5Fz4xm/7FkQYzk2AR2FHpmnaSoJ9mAlJdFXUN9eSd+CRZRF2jo0gJFLGDbV46XOYp4Rk/LPhOMVxFGmMwC3AI2Xb4HtP9N7JipewdaZ5GqVscW2tdXL3wLlW21PkEXiUM9O6spQMvft+tVjioFTWPBnLdJqYloWSCofjyZgY08w0z8zzTCnGVlrOZ6qoMXF7p0u2aLet4IyqzbhewfbPtfH84ZNkTbQoQyvCVBKFjK6JLhhzO4FqBYqX6mdErCws5YSkjDb178juJ2/gZxKb98uyGAPH/Y8kYr6OGAN6nicoE8tYQzL8su4ADrrjgeuW1bL5KQjNWOddoa+0Xlma+UmKMfVKNv8uZ5vP6klBESF5RlvVyvxbrXTsfHurpGaSAAg0MWZ3TozMdRaliloiTI091Hu30v1k13U+P9Acjw2/Yl3tfamIreOpsJwTtRkYFbzHAKFyyZZ5R8hlGkm51puVpi0rFAOY58Pk/qzfw97RFAxINvuSEstSOR1n5mmyZyyJ2pSclG/5qvdze/uMaZqgNVptI/maRCh0aJ27pfL1X3ZDp1q5R05o7azLMubaGw+dv/2P79/mGX4d1/H5Oz76Lb+aXF4efn/FV38tOZfLuNX3efNlgl29/5RsqaKI77q9Gu9LVnpi/3CiRPhEeNWKU18uzke5fFkhCl4ucZqXlX09Bm62oHIwbxKR8HoE3ojF8hesHKKkbfe9uotWZfv+8frumJdDtgvx79rjDBfX8OjSItnw6I08eeM473GJDvLlkUxRxVgdXUYZuQYxBSE5wNVTIvVuYfej44gIH/jAF/Gzh596cvy3a7wz4FHy2kA8Y9aVnC2zm1JG4q56SVVoD5EMhLEMkqKtk5NtukrUAlpmJZVEKZNdVCmedW7u4NjCybmYU4JNiJQmSvYyNrCM3u6ZJM/qhhsUwFFMpm7/IyWnUksiqY5FaceJnLjVwWtXo6TJ+AXdwER3chLiZWRdja0kKdkm7+CI+jlcoMe6obqXCGqALxLJMB+u86SM+x9GZBtbrWswoOzlwJkFSFZupx1FaL1Z6WDvIN2f5/Z9qBqjq0WS/HLxjugvTnVnnQT47u/9KLVVmlM1o0zOHoh9/+k08ZOnf7Edc1zWtorXtfEzP/PJN5+013Edn2fjC77sS8ilDAfEfI00MloC/Ipf+fX8d777O03fLCckJUo6mM0e4FBmmpx9EwmAWNMi5Jwok2u7OZV32NTmQDvd7Go2W29Ok52nKsOug32fespmb00UKw9WZ09YFsu+pPduwbbkcV4lu7qLWOKhdSF1P59inynThHpiIxiqbQeQ1Zq9bE088Gt2D3OmFWN/9Nb9PhVjMUwrpayjhG3KEyUVpuNxlF9Ph5npwcAjSZn5cOAhZ6ac6a1xzhMtF/pyD2uF1kwTqYcW0hVA+lwan7z7BW7zidYe6LoA1daDGDuI3siCoyPGrtMIBFIgJ15234W1VmNm98hmC5qfMq5jv8/FAFDzk3xOl4y25q+Ls7PVwV62pNxg+lmJu3ZFpNM1od33d13pfaF52YFpJlrZmgUyWDbYgZTuYmbqWk21Veq6gHQSnb4u0OsAgrSbPqaIGru9ZFBjd0tKXoLv/pXCPE+odpblDNOEIlYSIY21rix1ZUoZScbwyqUYqyuY573Tte6SmH79qQxW17pWzsvC+rAg80RJwjxNgBhzsSu1N7Im0+0MsKyb79vWCsdOSmZfzAY1Dyrt2bfWNnsrkShMlvjsyq//hi/g13zdK6xy5jDN5LnQ7xbuXrxguX+g1crH3mh87I02gP7I/g8L4iyIf/izd9R2tSvXcR37IZL4wg996SXTZfzS/viWX/MdTPO8+8z23jQ0dLioJNkS9i/9ykffJaRkzKQB5DuoZOQVTygAKWdLCHwG16qP/z4QLP+Hvzje5yhU3JuUHhEQ9lhPxKO7CzTcRDZAi8sYMsCZAVrtkhwbhDVQnN1rdt/2ZIWXXuQ4TMS/gahdJunE98H4KnWQS/zEhUyoPonYTtk9GRvnp8lwg+zXmJxZC0CXDbe4uLfv3HhHwCNHKBhzIS5aLJs86HbuNEhVMpAlmwNEJmOMnVwSKoKVlfeBLgoGbkiyjXfc4xCBFmPrJHdwAnwIsdSxPpMYrdmDnNYc6QvKXUz2EfAY+8XFkCBl0mQZcaM6Z4RESuaE9b5lwXEQKZwvy1wld3pM8DIHEMaWMaytIasHU7ufJAnNMM0z67oiIjQCrNqBR4Oqt39IF6t+h1bHn+IlEo8BMRwTivpbZWhvxFoIzMm8LHtf7WwjgCvX8nhikh4ZB0kMOScRcLQWP4df9x2/gl/7nV/l4JiDTMkNlRpo+a8+/pz/w5/+T+0rN7zKDuCG+u5u5Tqu45fLmI9H+4tc/DE2nV//238Tt+97jRzZrpI5HY8j82UAi4EZ8feUEznN4GXAFjzmIcaoziKygEaswUFKxrZMMgLOOKPekoPAxhqyXEFiE4RmA9A9S5RTNt0V3SyTAVfJ6dZb84MB2HfL4qSUh7MwKNJi7CfwBIHb1qZKKROanXmkIW5o59Jq96DbmQatW+bMDXWT7BonK7135uORWiu1rqzLyjTPLMvCMi/keeIwz0wls9QDh2XhPB+Y59l1/5TzK8+YROi1cX97x/MXb3D/+ow+3ENdrYytrg4g+T3Uvd29jvfqeLi/pxwXlDsk3QFn6IpwRuoLeDgzNaWkTCtW3onilHYrIXdPFSWb3iKgzVg0pRQkmx9S19X8HHdCUk5MJdFTZu1t28ejFF1MJyz1zbFPIkgJOYENPOrujFu5fh+sqFaV1quX180cpiN5OlHyjJCHP3acJ3qvmA/XaG2l1oXaFlo/01tjqi+YPIEXwNVUArRZkZwoJTPNJ6Z5YjmfTccp51H+Zs1VzPSEKwfGilqrgT4aQHMSyjwx3RyZpgOSLGlmemehX5ZGZr3VRq+NtVb7WVfutXF7OJDLTK0uvF89GZo7U5lMC9OBJ+3K5ELc6jpUTqukpMSDs6NUmydcze1KOTnfnA1MSomciidHN98tUnZf+CzzR77nA5RSuH3llnmevaRCrcHAZAD4H/qz/5BfeCMEbc2hHBZ4F8jUrrw4X+3OdfzyGMmTN49HJMDmw5Hv/r7/0S7OwxPumP6iXK6Px+OCfODVMJGU2yfDRcS39g1sirEvVdOB6my/E/FY7ZcAOIxjRvCq5i8F/qFxV0IAKUWCcassieNLnOIeKArmURwr4uRxrZsjK4EH+XcHmDNgq8efG8CLsdXHs3Kw/mX38gm7ydIeIGoMWCdyiOtQqjw+35ePvW3mgvgxTmDY1ACkdKcws13vO4sfvSPgkdJsUwME29w6Qgg/j1rIZKVUXbeSNVElEsZCYqkrx3mmlMKcEr10F9WCjDKV7OVh6hngNlA70ypK/pDt0YdzYxMVYmaoqnXy2E3IIVCVdqJbjuKu3SjZCWEqMzlNdkG6lZ/1Dod59iDGtYEAsgz9nyjdQwTJHj2JeMmcAW6hCZTEAiBwllTAxyJMBz8+DSFRHIiy+lm73rWuDq6FLtOGTOv28HZoqQl5DaZfnIuaM2F5y07XKBG0VW0GQM2xFYFHxhEswAQlSff7vUPciXNMBCMii4wgrfetjC2wnzDWsaiWtXq5n92j9712ww/9L77DqNuCl5xk6prorSIC/5v/3f+dds2sXccvg5FS4jf8nv+xlUaVTE5mWqLLWBLheDKNnVi7Bl5PVvYw2XumMjEfDsZG8PLgYO/YMBZokBR7Nx0idScgGEtTmays5tF59tEQwDTbtpJ3cUBHdzp54mU2nUw0QthECStRtptIWezHomA0b2whxWxJLhszCbZNvyu0ZkyG5MwhTa49ozo6tok0UpPBnujOAlibNT2orYMe6Go6SSUX1sU6RhmTwkCk87Ky1sqUM7WuLMvKulrQuZzP3D888OL5Cx4ezlZSt1amUvyZTLx4UejnB1jOsIiJaQsG6regfPadkb+O99qQqpzPZ0QXJolSdi/R6uabiMJE5rhMZGY0FdT1choPVCotKbXPJEms69FY4OIsbEm0rizrauwV9+VTSkyl0KSxPFgp5rqu5nMdD+6biQcKMjrehlh9tgVK7+5YR5l5h8mFt1uybroGNtvVFbdHsPkgta6E7oPkRkKZM9Ab68PCcj5znLr7NTibUGh0UhKmXIxR2JX1vLLWlfO6UNdqpX/FykHuHx7o2rn54JdY+aqaoHZdV3rrrMtKSiZ035OQ54lbB2FIhboqtakzmmCaJsqUjD3vgV/Ohakc0KlzvrujSOZ43HRNiicbj9OElIRWpdaFdamoJD74vg+QRHhx98DaOvPhyDQf4ZB4WOwePzwsBuxHEjUYDDGvsGcvxWyetm6moAt01wF1nUp7DmqdgNQ6ArlKHDkJ/+73fyXtk/fkbp2Bkc66NErJ3N7ekLLQWuUf/Mxz/uj/5WfextVyHdfxzo0v+4qP8L2/7XcCeEMN9xO8+1cQGi72VxFELaGUS3rJt+7HZwcB2AtjR4wsEZcRgJNXqgCf2iHY2Ab7qpcB6Ow+qx26+O/28bWf0yBisPlqRtB4qpu0T+xHwnCX6R/fFdcbOsSb5E2AM3a8GkxwFRcB3mJ7AeuIfl5otQ4kJvxAI6ds54zq6Lp7ce925ydx8P3YgWZPLvbxPZftzhtzOO7Tu++8vTPMIxpI9SxtpdGoArRGzwLJEAoj1+bBsAnwCEBdNKwujZo7ZRJkymQyqdsEbgLUOiZD2omallw4TWW0LVxXrCMI8awDuow6c2vHnEsmaaCmEQAJF0glSq82IaQkTLRSNuCodmq1CSYpU6ZpK+NzJKb1xrIslJSRbBm0HGBX2tBIUUV0ciFMK+OTvENyeyeV4vpDnvnGmEsS2X8xpC6n7CCeUltlngqSDuRk391ao7fV53QYikBft7IWiv2bQflT11vADYe3AU7Z7ysG8l1QFQ3w27cPhp2wmzD+TBJAkRmlHq0QI4sWzzT6dmNGPozVKMMT60YjasZuGDjMIf63/5e/mZSyaTMsC+uy0rT5fbIMxI//+D/g7/29f/52LJrruI63NE5f8EHe/5Gv5HA8cHIAqEzZAhhvyTpNE8fjiVySZ54hZ2cJpUQqidvbVwwwclAo6NOSnLmTTQB2nmYLQrMFT52gRjPWUGziSZx5BEPoP1hMuaRNRy0yNLXtTTHha2g3YBkYWiTam8n8tE6wgyQ2XBGKFBfXj+SBH4g2ArZgosa5X/p7GxiPn2dJCc3Z2aI6zrs3mJhM085tbjAuDl2ph5W62p7SqolvR7vcCM5rKUxlokwrtVYSiXWdyGml5JWSJ0qaSKkgZOb5TMFAqsPpyOF44HA6cjwduLt7wcP9He1hMhBpXc1DS+IlbeoMr7dvXl7HZz4Oh2z7oETHVUVSp62ddV1YW6WQR3PUrSw0kUtHKKgz9lqzpErWM9ItgKALmjLTlCjHI2+88ZyqnSy27suULRjyJh9JEnI4cDwcrQSr6egqFoBwnMxIBoKTq8VLNe0tlkU3BcbkDnwK/FmiBCuRUNb6AHRSUqvQS9Z5V6qgWmntDpmdHemZWUTIuP8hBrl11LoAiQHZMk8kxTrr1grd/LxpmpjnGbSziJXYt9qARsvWha2UQlfhfL+yLi84Hm89WdgpU+F4PFLmGQ5KW01AX4GSnFV0uuH189nuUxcX504OyptNXOriPoyVzyWEVjvL+sAnPvkJ1to53Tzj5hmUw8GaD4CJnUuyogjZQL7aGnkEfa7XRqUtjbau9EiU5mSMf0K2IdNXqNpYe6X2jpTCfDBR8y4PhG+YU0IL1Np4/vxF5D358vcn/tzv/lKevfKMacqWiMiZZVl4/ZOv88YnP0HOmR/6D9/gxXI1SNfx7o8v/+qv47/7vb9lsJsPaWbrPiQX8YStMx0xRXQ/2xFj2ECaR6wWeAQafHrgSDXiuMvX94LYgThsAJLu/m2VMC26QsZh/dSCgR0lZcHiwYkdn/b8cEBN9/uSfZcqm0zNYEdd4kFv8qXj/PekgP11K1vywDT7XEZGO6Ept48nx5Nxn7V5ZzfzSYt9Lva4nWSLnXryqSADGLw83Sjl3t3Y+Hg8t/AvL37/khnijzOei5FreAs37e0d75BgNqTkde++lSPOSCKErZXWjXUjSTDXQRB6+Ef20Evy0qhESmW7oc0mSNcAd5KhmSrG7ElCd0dCMWcidyiOJkbpGBjjp0tmabZh2mK1zLZ1/9kJvfpEMmcokaRsgI3qrlOPesCg5BzBjNWaSoKkidaqZ/2jBlX8HqRtnqEgpi9kolv+Bc6cCvZUrwuhwaQ+4dUXhkiir+vIuCMw5QyS/XkIIsVZRTHbZZvYA3EWqjpdHMyoNjcYosMoaNcRfIH9W2LmxY3sWGZcoTvbZ2Mm+F1wzYYY43eyfZWQXLC8u0G0xVvS5GWLDLQ8DZDP9UsUyG6AUiJnpwliJYxMmaze7c5BrN/wG76a7/yOr9rZ/BAJN89VUV5//Z6/+Bf/889g5VzH5/3ICabJfnKGXJCpcDgcKJOBD7fPnvHaB95n4MFsAUjOefy+ZCsjs2ywBSclibGPkpfXlsTNzYniXZkkG7DSezMtHgeDDIgyzY2cI8gDy2QxQKI8FV9avh4C3BEZwFRKu43VAWpxNoMZ1ijN9bISdyAiAIrjZbcte+DIsgCN4BKJGX2zg8Op61tWTOI7Rq5qnJdZxQ7JbLtXYe/OI4ApRlmPqtvLpB4PKyKZ5JkvVCnTTKtW7lKKla/VUillpfVGR8jLQlozacmkqZKmPPazshQmy3YwzxOTd3XKeWsOcc6JdTLAqT08wN0LqGe3t4+cD2lXMOk9MlJS5imTKBRpFGmeCLMuWsF+2w/f5gkh+pAP7MOz9bnt+3jvDTGJwuFwSxKkZPo0m6tx84wkwnw6MR9PaBWyTKysnkCSgfDuM8kQW3uIXOvIRKPmp2QV7xprncWEStFEYitvqMuKSEfFOqxZY0UlJaVkpSTzf1SS60EkB64rXY353VzMfviaUhiNWnJDvQGLKhwOJkyvqHX9bcYGvK8LN2shT+YzJC+Fi5LVjjc18e/JeaJSqc3wsJILejCG+fJ84ZXbW165ueHh/gERvIzXmqC88fpz7s73HE8npqlQ8hFUWO4XPvHJT/LiXHn22vs43txS5mmA1Oe6EkGq+LPUBK2pAe1YUFNbZ22rPZvmHW/d586SmFIxe+12ugnU1lhXY0TqWiEJp9ORJtlAvK5IhpIT67pwf3cGUUqxvWjKkKnWEKZN9qRUKQnmyZhuf+z7voLD8cjh9sR0OpJKZlUrG9RsSVJS4v/7zz7Bv/cf/H/e3gV4Hb+sxzd/26/lwx/5GnLJLD6fsxMUJCemw4Fcyoh3LKHO2B8jprJ/sMVJwrCCjxNRgxXt9vjNgKNIygeJYj90xKmP/JQnQwbYJX5OGlgQ0RiKoTsJZg937b7GuUTs96nG0yvernt3aSPRFol/A6ht7+nJOnBHN7FRMeRV96Mz2440LbvzRzcl3sv7bHqAZC+7dhDLyA4NjcTGLnkYLKbutzpAp32Tl8dA3UvvywCpInZ+fN/M643z357v4/f4lQzSilfx+OfeGgL32R3vXNkaLhIa2aNkHUPiAat2E9NOeLct9QnjrVb9xpa5bAuBDflLmMMer4WKvEga3YCMToe3WlZjJqU8UE0/EQdrbPIcyrwZBIlSCUdVPdDJJVHm2V0XF/Te6ZQGej1EVpvfkWSZ8+KdM4yRlLcyr4Es5R2zxkCO4bQ5gmumREZWPpfJBLgG0GMMgjRZ9w9Vta48HmxZ+111TSZnDXg6UFXRvF2P3WTGwtmjpclZUyaAKQacOYsJjHLfnA12UWuaIDuVcmjC7Y1fEtd10K2s0UGlWKDmqwoi0XYRRPYIMDRToBxrTfrWEUrV0LfsWixmX/rQP8EdrDg3Fbi9nUjPNgMWd6K3zQjc3mZ+22/9qAOc21yKs1bg//bX/qtPa6Cv4/NwnI5wPCLTRI62z2XieDwwH2amycCjV197lcM8O5vFSlSjVDX0fk43JyvTdOaRgfpWthYdjqZ5ss97OZo6kyY0PHLOFjSpg7tuZ0dAqsYyTDnmdxrrYHRNSjKoxVur1i2w1Nj03cZummbbbQmGgTUa0OHABdiE68yZ72X2dO9q6XCuHDEerz5yyIbvI87kCAfRN3UJzaS02aRhF10zKUV87fuF21V7np1aq+152YS1U840bYCwlkJarCtbWax0KJ7hOk9Iw5hMkqgKU+scFZpiAsq5kOcFIXF2e2wgWsKR/u1n7wxfx7s6dDmT59nWkk+m1q1jVqy9jWmX3KH2/Twq2DUYtwHUsu3XgegSTvpO50tdBFsSyUvdUzHgdHXwM6uYWPKOgYhigX7f1usAV3wN57FGGIBr1w6tgmZIbZRvxZpJeWMNWsORhupKzlDmtO3lYlO3J0g9Yw3G2gjABKGJhJCaMSC1GzDh+/A0zy6o7TILvpaX80KZJg7F/ALrGFnofbd8HvlErXW3hxC6bR2TOMiqLOeFj3/8F7i9OXFzc0J74+7FHef1zOl4cka1actF+a8k6453mGfmgwnor4t1cStl5nCYRym++P1qzXTPBFjaQtXVSg6R8axKyaCZLFY+h1+jBY6bMHpvndqVvC7GdhKXfugrqgYCgVDrasB6zzABIqxLpdOpU2Oe5zHfounJF79SON5MHJ7NTKeZPBUqxnrqKYMnNU6nif/57/wmtLax32T32Qd8meDf+yt/n7VeBt/X8fkzvubrvon3vf8LRnltTg4SA1/4JV/Kq+97v4FHS4XkwtEpDV3GfWWJOoqwbZNPWUT2qoS7sQXzIx41X6mHL3IBHD36ngE6bIBSoFcXTYbe7Dv8PSJiOmqRHJCdmPTLPi8OZ4zjb1e296Euu44ru+3EkgJiZI34vX3GbU7Ynp3h3Ic+ARzFcdLjc5Gn9zXOoXkwH2en/lEd/ujurC/irYBoLgE3yS6D41q95uNtrK8AqnTHSnMn1gGyxDZvXjZj9vfwUmplf56hDzVmxG5ujpGED3/F1yCS+G9+9p++6ZE+W+NtB49e+2DhdCpksa5pJStzArRa5np38ZHJFYL1IkBHFJLan7kUzyK5QxLd2RzFfIKAJmPfxASNriLdKDF0bUiXbfL74jI2UIAxMn4X6N9+4qokavfgKug/yYlyxYObcxsP3JwlosWaPYgpWS36EOTeMC0Zx2fUpYtrHIl/TUyjYABJgFBeuiVggI6XnKh2E7AEF7B0YvcugyfjmruVFsY/0cCs7NyGkWQEmKHgjyraoG/t1ayETbCafH/udn6ZqBUOsIkAjjxgam0UG3rAugVz9n4vbUt4q8pwov39ze9HzD3JoOLAowW2QYEHtjbEwhDctcXbhyGOzWC3tKltdSMklCJ84zd+sbXC9Ylmjs6mwfTP//nrmzGNpzliYpu/P/0zn+Bf/au7t7bwruNzc8Tk9bUnNzfk08kEWidr05xL9uDhwDxPPHv2jGfPrE2zJHEQKQ8WUfK1czweKBEMemCWU/JSNnvPNE1MUxmAEYoDycnXgJWwGRjt75HohKSjU6QBOWEvGeC5iIvS+prXnZMkApJlE1hkWw+bQ8OwPSbgiycWZOz/9pXqABVhRMfPY8eC7V/x4Z092d6k+xPg0WaOONNDxnXv8RjLapoOi7EnxQJz7QT438OpE0jd7n2U9uWSqSWTazXbD+RaoEOvzTRShCGCqb4HpDKxLguiHRHl3gMuFqCKJRACRLqOd32kJPzqj/63KFRSF3JaSbqg/YFez1BXB2cncipIyliXU9tjxReVOGBTW2WSwxAehQiG3P8JJziZfmJ3kMpEWo1VnJOByYqxWIZ/3Hago5eot9pcp8i/dzCBsHmZTFw0KUwkVK1sq2lDe0VyRuhWmhbAVAaR7oLWjd5XtK8Es6V1pWMC3ikJWYyZp9rpzQSbwVnjWNlacmDMZADyCORSttL6Za1U90HKVEyouzVya5TeyN4UoFZ1gCK60lnyrGun9uaMHPGSfKU3pXYrh1hT5Xy2rmfdE3mrayyVUoYPUNdqedVUmKeJMmWOhwMJqEtlXa1rcSn2Y6CYQqs07aYLp0oDam9U3QeT1nzEOriZZmeW8KJN72j7UXdbDRhr9wttraYPgiKpWGKwR5mI6V+2bvdxXYWmAfg4y4Ntf2k+9+paSWUdbIHItPdmzMhXbwq/7pu/iL56+a8YY8oYa4mkkAr85E9/gvPD6sx/1z71RjTWvRj+0c++zv/v51+8LWv5Ot7e8RUf+VrrPuo2zORGLHopOfORj3wdr7zvAwM8Kjl7ib13x4Yt7lO89MwDfwcCzHcJn8Q+oGL29c3An4vy98f7qmzf/egXL/n3zucJH2ScRvhTQZLYAI1RKub6PL1bc4At0beRDPwTMGBXSwhcIuKM3w3iQShU779jkDfGljBi2P3ly3Dg/IKe1nxtf1U/M4mWKeoieRtYMzxEiSj4Jf5bBIKPx7gMvfDXQFx2Qej0JwwwhoUcf90HoRu4NB7gRiYI8GzckIj1xpzSYfsvjuhz0crOL++suhv+vg98Ia+//gu/PMCjL/zSwivPJrJ0pDemrBwytGXhMM3ouKkyHv4AQIgp7eVGokhO9jAB7Z1EUJjLCJJCL2ncWgdaOlZC0B3hMwCqeTs/OwdxxzslIWMZXGRjuBgrJxvw5eh0JXG/qLWgLtHVRx1wseCsV2u1G7WThmRaR5Qili3LXhtvgIFPpqTeMWibbEJycEg2JxAuFkeKSbZjYyVnJAhCKh11+cOUs9XtBsCGmIHZGSRhv7J0LLgYIpdrUwJcSsmEZd1oilgnFGM6pGHw0RAC39TyB9rqZTi2wIJX+Yi+KePMtsXs74kMrIbDiw7jP+UwmmZcTVA0eZAXLcbV6fV2P3JKBJNugGLxbHabwsaMCkFdBvCp6r3qnOr+vd/9tc6e0+0nujhhIuL/z7/7z/hH/+hfju8Og7Pfx1rr/KuP3790LV7He3iYF22laVOxDTJnyu0Nx9OJ+TAzTzOHw4FcMnOZ7LV55tkrz7h9djvKt06nk2sX5VF6kHMepW45W5tQwbo0mWC26atN82S21Cnc2cFsSVspSTBnAjxSvKRGG2lk6LyzkmwLU3frUbQTjQeGXfVb0da6W9u+0Zpp2G2qZvei46NRrt3WDZNg3SZl9x1xr2WcUxzn0cOQ/b/e3FG0NwR8tF3Lk/f77t4dPOoKKQvaEzl3es/DRqRstqeujcmDwTRl0lqQZR2dj1izBeCtG1vM90wrC9xKa9Z1QlsjJctCLqL0JLAspoW0KCHG/ORWXMc7Oqac+G3f9VEOM2RdyLqQ9AHt99AekLZQxBhqJVl7++4NQrR3A3nUMqWtV3pTF0d2HQhV8xXkkh4fMxg1naO6NiuZ8lLIlB2c9GSZqvlXxmyxTmgByS7L4t9mSR+8rb019eguGaDkbou6AmvriFTvSJhJKqBevi8OHtHpvdL66kkkA4/WBxMjyDlRNFHC+cD2+2iKMsIZ9yMlRyPkzcnvWHONZVlHl6NpnmFpdDqtOrAWCaCSYHWGUCmUqYxuiM3ZS/a9wbiOvd3OJ/TjjPFt4Hxyge6bmxNLrSznxdb4ZHp2N/OJMk3U2ng4r9SmzLe3IwmQU3LwMDtgnehYwxYDwL1sOGcyQu7hY24Bi6DUtbGqedtGCjVQzuIwpT2/p50Xal0RUYpGll59Hto9rbWN+aV4l7veQA1USymjLsEQQrcm8Ksm6u6i602BZIxv0+NU1/W0eacuJKtAasLv/Y1fw/pwZjkvrOtCc1DucDDWVmudv/Gf/XP+H//lzw9fqo8Nyp+vKtoaIon/+l9e/ap3erzvA19w4VNvTGX4b3/rr+VwOI4k9FpXHh4WisDxcISUBsMuApKwUQK22NMuANeXB+zjU7rzPcZ3jXc++pzbE59PkYjfVx287LP7X8nue7axP1+Lh4y5t713AGKPzmWARGJVJRG7bACNuH1XtOqIozYNu9BK2hA32Z30JSNqeG4X91Rkx4J99JkLEsJjxMmRnUjgGSi28W7U/UsJNu6jIWxle4+fsZEXLm+8eNwpyGgwNV6PL7n4Htk++8jRDCRj82m3Z3F5kubNthFM7+LKsKBOTLGsYfi6TmKQp/P37RxvO3jUamNZVlLJXkag9GR8ja7Vujw4S0ZGb2Ylig0FtUIwEfqpDOBnY2h4hjUXbw+9OQEj8Hdn3qjTvr34RFBlTKoLwTEv7aB3LzsIXSHxFtKbRoBiIoMBHuW8X0wdTYn86i11bcw5Q+/UdUVrJQtMZSKv0JIOKYqxiYWzs7unIp65FwOplGi7yABeqnYKZRf0iQd6WHY8ZWO7O1hkjpRnwBSiE4o5ABmkPoqHnJET58STpeDnt1HGg2WQSijXJ1JPqJjux1qbldiUzHSYLLvVzJFYVx20y+iSRDiWcUA37t2dM2M8dQQLjru35GXMoc0YZNeKim40kXUQ8VK1rcUcxanrANKNLZVk00JChD6XkRlAoWEMN2ev40+NMC2WGWM4lsHUMN0Uc3p/7bd/Bb/u13zFuEZr821OlDFF4PXXH/g//gf/xadck+t6pXK/54YkazdUCswTTDNMhZvbW25ub5hnYx2dTqdNBHs28epnz2559uzWgoTWODrAlJwxECUuJuRaTCTepPIdIPIyBdc0yl5ymkKwn9ArYgi6gjscrtFWWzVgVoLe6+8tO/p379RdBmdzdnwt+KIKaN+O4Ws07zZs72gSTd4uQesIHB30MusWXzwEhu29bDZ25yCKdI8f0oVzdPm8Xu4ABvBs/sUuiFWliNCb0CQYWh3NxjxKuTD3TNfJu4XCixd39uxa2zmejO9L2TWPWtsCqB2YnpK4BslkQfBkDIu7kjmXQr1/QNOD3YPFaZqpB5X1Ot6lMTnxsGRlcp0G1UzLid7FOoN025uj019bK2kWyiwolXV9oK2Nw+GVIcyO7xnqGkCS00jMrIsBMkGdb70xi7EQjdmd6JLoudAlkYr5IL2ryc93JQtISsawxZeaM3dFEgUDQnsH6d19GCuPKr2TUmMqDUkLa194qN2Shg1yRHu9Wje51oFGzplzPzuQXKBAwmyYJgVdQAw0tZWeDWCNspRRImf2pffm+6o1eAmmptAgFVS7C2gLXS15Jw7ElMlKiiVnupf1RYgVPl0XZ/mIdUU7Hk52b6O0JBVElHquLHkx9lJraFNy2co9emvuG7WL5TpKZ92u52RSEet5sXsk3pHI2YyTJCTEz7V7J0gD9x6cKZ1LYZoSUhqsZ5alsazKiS2w7M4YKtlK6lo3P21ZFta6Mk8zra8cDkfTSmqN5fxArQtlmqlyxFqgT0ynA9PpaHpOIvS2cG6r2TzNIMmEznUr6TT7qCQ23cxEdI8z1kkSu+bkTSHq2viNv/pL+c3f/mFUoa4r5/OZ3jslu4xEa+jHP8F0OvJv/Pn/inXfffcl28JaTef0Ot7aKNP05r9U+A2/8bczzwf/t8VE++5mwfKJ3d7+3BJKydfLSFThJUa+MkPoOmLFrp2sTx/sVurLDmDdEsPs9uWXlZKpmj0MX+hlY/8xA6h3IIbrJMoWQIz4rFvG3+POzUfAY9tSytDdDc0eWxdpJKwen9bFNeyxJzYs5+kFxHt2lTxxDfH3kTC0L2kjzt2ApEiAxKihX/vkfu0aSfmJDZAl4vwnp+hx7SPw5wLSkW2uJPEGCyn589vd28c3YQcc7ZM1ksTZrd6AYgSf9v4U88hjU9T0n9n5wRfXLHtphMeA3Utv1dsy3nbwaF/raW2LF0qHuSTWtYJGYNAsSG+WkRBcH8mDcUnCuuvusb2eDWFWZW3NnCTZLSIJpz4QX2MU5TRRPbOURNyRiu4f/pmcya7sbKwoiWjGHDY1/QgVpeTMVBKlJBNHFMu+975pCYg0UhGkW+a/+6FSsRIFfb7AbMKDJgyJdZNjcxqaQpUJ4yjZ/ag9gNnQKWlOk966rQkYmtxWIBm12zNxm86ROV6ojjIxBKapcP/iDe+YFgtdPNPfB8gSQNHIHiGg1n1OaBtrSDCnLSdz8HwDqK2Zs1SVabb2wqQ+gDRzSJM7Ys1ZS8ZYKg4+ilgZRx8imcLxOAPB0mJkZqdpQptpjqQotRudnCKbmP05WoeSUnbivHhb4jHX3YkR60oV97a15gF3h5a9PtbveTbmAN2cDtP+8vDZ500yysWgtm/aWW1nxI3NdHs782/8vl99iXIrhMBwI/Nn//zfvRAev453cWxtz0wUe57heCBPEwfvvnM6nbi5ueFwmLm9uWXy0rVSMpHxTpKMlZQztVbmeTYQyEsCcsnM82RBjs/1JBiIkS3QELGy4OQaING9qPV+ARwFQxCwgKPjQUqhViujKLk8BZTFBFUvhovK0zenkF53jpP/xEYZtm4wJ6ycZQBEEv+LmvqLw18ASKp7J2kDtawhgjuXMLI7F9/zaIxOnMVZsg7+RhJDsePmnJDWqetWmlKbAW6NboGcLVgOB9O46q0xlcJaKsvq4F5KppXUFa2WGd98DR06Sykl76Q5cX+YeO397+f+xR0vXrzg7sU99/d3vHj+Brx4YZvccgd18XK2/iZe4nW8bUPgNGckZW6OFvTSO03OaBOamu5MUmefOYBTe2OmUFKhC+SeUQcXVAslG9gh0TUkDie2vkmQ1HyFUjLHeTamcjJb8KCFs7qeWoa6KmTIyQCenKzFySc/+bqJWANCB21oVSRna7orVlISo5SM5olzPQOx59nemARq65c2QxIJty0t0ddOXpWOtYt/drxlPt1aaZtgQWNOrLWxLlEKLzRszQZALp5cNODLQaNsQtbGAmXYp9Y7ba22PLpQykSei5XcudNqe7SVkyls+j4pm96PWDnc7e2NCaC7jzHlRM+J83nl4cUDXXQky0ShkFBt1HWlenJt2GK/f72pB8gKrdG00QRL2DrALAhTKcyzi/bfnw2k80YGd/d31GW17nLTZA0QsC6Ty/pgQKMYk90YjdZYZq2r7UPTTHMQzqQlxFjvIqgaINaagVOlZFrfnkNOiSkn5lJYpJNWoPaNae/nX7J11CziDVsUE+ReHwBYFWqt1klOTXsqiUKv3L2w+ZZyGX5Wa/VJeUrOheOzZ6Q582d+4BtZWzO/vRR75kk4V/Nt51z4c//RP+M/+i8+9pms/M+7cTie+O3f/29eBvmqruumI4kxnokytG+jUVJ8Jr4hOqgGSKoRg8NF2fkoLVNlypklkl90tEXlSOSWdsARbL7JDowarLkR60WDoUj8X6Izda12Hslj04jTJMAHNhJBaya9Mi53u94Byshj/+fS94mEuO7PQ2R7+4b8bNe5A30uTsr/uiXlXuYjbMzWOLd4ZnFfUC7KqX9JoMcOOPKjPz6bR8fY6RRxCfppV7qEiLaVxEo0JgifchADdAMk43lLGvPDjiQgijiuYRrAFpsPXGKXZHx0YcRJym7+Pn3NYnJ5Uk749o23HTyyTMrmLKgjkxCTMxTu82hNb3TpCUGR3tDeaL1xPJ7GphPUO8kZFaGqQq1M84SkgqT+ZDFHhx9BkN6tBerQ/NixSTCHo6ur7O/WWxickbBOGcmFecp+3sacCmchRxCStgmVszlGGtImKaG9eTHenl3j9bko0v3NqohWUilOx7YMYCCmkEnzDVaSlobQW8cAndDk0CnvDKh3q4vF7lmaVArHg2mrPNy92BkTq2VXB4fwsirxxag4YWsYj/E/M4iYIxuUL9PnACkKfcjJIeItw9HR4hp0MJhGmVkScMFE3QNfaev0Ih74DkOOkmSi9RXV5oHqht4ikKbJal57o1e9KIUMMeE9OqxqhicV0xexUjn76U2d1aXjfEFMb4Qo0dtumLAZs5SyC5o3emtDsys2Ngi20qX5t1/Fe7tnHjK/+3d928VcBh6xnTp/9+/+LP/on/yrJ+v5Oj7LoxRjHKUMhxk5HMjzzOl05Hg8Mh/i78Ym6nRyyZxOR8pkJajjPaejtZHunePxONaBrQWsFXSsqexMItTL2kyrbSrl0jHDWYLu6Hy6kRBKLg6e+ugDhrlwFtgtn/h9lGuKuDaaigNLZsXCkduSff45FBPndiCejfEIw/zY3xUuk4uPHR0Xz/fPm2OwZb+01bFJj33BgfNJDkT5g4FHaTs+G6BTJhMVV4UJobZuBE+xvSl3HYEZ00Tr3cSwmwWO59ORZVns/LqVuZyWlfPdHQ8PJ5Z14XxeON8/sJ4XSsncvTjxcH4YzorR3e2e37UOeYIHYElQG9RqP7vs4HW8/SNpY5ozWRTtlbqcOd/d83B/B+tKlsL6sEC7Z8ozN6db+1y25BWSUc20Zno0fZq8UYQ/SoyRm7ppEIUO32AmA9WZQdGS2jjghdUTHNM001it/Mh3bEnCPE/QTb8odO5T2jDyiYasZ/OV5lvIhYfFdAyVxFoVdc2kSMKUJGhfWdfV9intaK0kbe5rmPyAurZN7421CsZNmjm3RG0dmdIApIsoieo+jbGRkiRavydLRiYxHcqSaNopmiCrMZpEWddu5ViSmA8G6HZVaquknumY1lLybj7JYlGmYkyuLuKdfq1lfV/s/KuYveutc27r0MBMKVHyzk/tG0NwC5bzLkb1hy3uR6VOk83+KrC2xrTL+tfeSZ60VYXjzcl80yykkphK5nhzoBxmPvkLn0SbJeBEMq0lzueFWhuHg4GCgv3Zp+x6fHacZTFQqXuZ5WGeWVfMZ8c0rVrLrNXmhPZOdjaW5oRMBSFRHGSyHGOyfaZ3+rL6/YDUbQ20aoy1iAcOvn/i7LGujaadPGGMrVLI5xU5L6wi5CbIZPfXEr9KbxVtOCsh0Xrnd33Xl/E//PYv4nz/wHJ/D129Iya0cotON3zy4YH/1V/9h2+P8XiPjdPNLf/6/+B3A+ZHfKqhWDo75WT+spfDP3rTGEPeYverlPNgiIjP/di3m4OO6aIyxKtIeqINVN1jxq50n7PBIrk4lW6LOknagAiPpUZzkGikoWoaaq3xmYzHoOaelNG7soEVG8CwbyqlaZMFGN8Bj5JiHt9FUDje9XKwYnwHF49la6SCMRq3TuZ9OwYh5fHpgY7h6z0GytgBJbt5cPHZx4DYNIFuDbgCCHoMuQT4aGe9XXv4g+q2Zny7soFAysAoLp/LozPcnNgnv3qzEfdPxYAii8E37Ss1VO8dGe8A88g6iQWJTD2YR419s2V+/OGMVunWWHX/dGqtY8JZ165K6t1FXy3oWdbVst7JHuIejZRkuj+CoNXESyUx9D1Q72iiRpMOob94IGMiyLbIeqANrSNZzeDgzBjdAKxaq+khCZYd0e6CXDhVuMHs/TjWrUWj5E4nI+wnYxpzUXZtH0emvq8csoB6KZRbtYGEa0f7DQMtkUzvler1+EVBsDrahlB730C+XRDEYNDkkTEKcFA9M+ry3jg5D0R3ZX0bYEUScp6stbUI1sglMgThDvXNgEdHOMXPza/F0oGbo6xqJXo4+h4hp3rnIQebJI276PPCnLTsGVNac6zLEe44N21DU6G7YztL7CMbIGP0ci+h2RlnA3iE0SYTHfcVIE8nc5DRoQ81QFHB588GBF2YfP/KoWeACQLOZXMg8XukOToK2Jr9+q//IF/6pSd66xwO1tlLXS9MHMS8e3HPf/x3fuatGYLruBye1eB4NI2jaWI6HDicjszzzOnmxPF4ZJomnr3yzErOoiPaVAxY8m5M82Hm5vaG4+nIwbvYmFZJHjRhYLw/XjNm0R5Y37qq7Ud0NnPP2W3qphNHVzRF+ZWx6aymXu13utua47tVx9zb22kRYwVYq3uHhXS3mnYJgQFD9Qg83Cjuvcmiw/+J894/goG/xgvDSevbIlI/mjY/x70HG+CQfW8LvT3dnwSo2yv7iInSDkZqShQBVdOSsRbj/ntxG9bsmXm+MiaQicgmF4xNDoonITtDKafMOk3kbHZ8NIsM4N0FynvrlGnmXoylgFjbb/OnG4Mq/1a9nOv4jIYAxwLa1lF2pb1u66WbiPE0T6Se0SY8nB+YJrMNrVWQShJhKhNBtolEg+7n50gc9M238Df31um1GuIDMJ1IaTJACqGQSDmSI1Z+IN3LUKoJYFtJgr2n9Ubuq5dgQ3e9wyhzRdW7Bm6OenGmSinZEkdqpUW9rWS19vLnuwcUOJ5uON3ekqcjy9pdFyyzrFbWJS5knVMmSczlMtZ/kB7zcSaFPqKY/oQSiUTTh1NVqgy6tzEBc2JdrAucMZoy2uwe9G4lVJMk81VzpmBsaXqz4LNDXdtgVAcALSqjK2Yw7mvTwUbPSZCSB+g/Vqc9SPu3GOund0VSJBEtbxX6JU2Si653JkmcjkcU92lEXErggCSx1uYlsZ5X6rIaIJ7FE6dwfjjTWxqafKE1hLShGdVqpWunlMmYtN11oVpjfbDSsbQUyMkScpjfbD5U6CQZcz17Yx1F6WpAUUl2r2uzhyvNAMfq93aaJtNvcv1S0kR26QDbmnWAXQ/Liiwrp1duKHkro0nZQLF1NRB1Pa+0tSKtc5BujPemaK2042u2/2Y4HIV/67d84O0wH+/4+JIv+3K+8du+3eRHsHm69x9SykzTbEldj71i7MGYUUYkYgwN8e7MutmDiHH2Qy/2JC/B2qWVYNOzkSjVjXgOSzSt55X5cKAlYW3NG9t4swBL3W++e3yv+yGW2nb/xBO40bhpK6l6BLgINNdP3bNOnl5XXO+W3LLv23w2BBL9ws+7+DyXfz4+j5cdczvuy8cQ2x4xFiOuEQfaHmvwjn8GM+bTJKOELe4L4M5iEwYGEHNiJCZ3x3k5lBTXtS8Jc1WsNzmfS8aZz5twZ0WMWRn3ROOe6JPPjhv26PXNNd7txy87l13sGn/VAOh2vvM7iB29/eARkrFCMSVc3025ygP/CKhlc4u3zTMeMtQaJVL+1eABsw4golYDpKY0DZprG/Rt+6bson/OY7UHHxPUF6p42qx351pbyng8oOgYpopngbz+vIs7JB3VdgEekMUz0X0HENgEwNkBoup19H6NYsDLCGQ8+Bt6OP4NKTZC1zlpzRy3cZ/EQAmJGd7PDHFqSSTpZAEVFyzv0KuwLtaJzb4nDdBMZIRqcaIkycOYRNYxgjYDtuwzke0eIaF5OKa75Aa11eboqn8+WVDaWwB4WJWcuiF1kLKLgzz0ncHZNh6JoHcYGEeYZav9ld15R3CbU0ZKsJzi84DDYwEUdjXQMUnMZ/9Cia1Md1FrXBsu3ufzuQfYg7HoVNEEXRImHLptIGBgXFzryEK446ON8X7TtrEDjbnet3kU9d+tNo6HTH7fERQDj+bJAFvfRAXl9gjf+k1f8CmX/3W8ZCQxplHJpNsbpsOBPE/Mh8Ng+t3e3HA4HZlK4dmzZ8Y8ilayCIfjgdPxiKRkYNPpZGLXXi5prKM8wKARjIGt1QEg6ciy2GubcxVjALPsX96co71PIJJHFx9xZsD2Ji7aeNufvpZl/+2+QLyRgQHpobGmY8N1LMd1L+LTHvU92n/VA6NxjJ0Nj+X4uOnHfpj23kr3kpk46TjtWGPagk61fe7iBsT/heGwaNh4jD0l6OYYKCgmLq5YgNZls5/NNkvLyGOBoajtJ3E/UjK2a62N4rT+lKLDXgZNdMXZE5VzElq2sg5qt5/9s9mB29fx2R7CYS4sa6WvK6oLvVbLcvsia105zTNZCnVVWq2k5IxBGQvBu7IlLytqAySa55lg6Tb3b6xkf2vmEd3BAihNYi3iR8mBs9YAequ2wBIcpmIM6p484WGJMsXIbD15V9kmSDXQpA89Isa+GoHV3n6FH9WqMf/EO4ThmkPWrdXK8KLttjGwDSjPLiadZNfN1fdsc8gDHN6y9COASdGCPpKgoUMCdTlTpkZdrQQ1SSJPptmId1YrYnIG4gkAKbiodXyfsq6NdV2APr5bfe8PM6Jd6dXScsZmT+M+7ctZzP/xDDsWhKeSKD1TYQCI3cvBepyLS0Pc3JyotdJo5JQoeaaU2ebJtBgzJ9cB7AtWjig50evG0tzOrXsnuWYd7bqJny9L5/7hAZUZSLS20ntF2mLgkZdo55RJzp5WMJZm7uanjyDWEofZGQ5JlQkcJPLyQwm/qNGboKW7fTS/uQazu3emnCnHI13vWZc6gPpovx3zR3fPsLUGrVNEjNlEY2kN9b045c6UhS//gsNnYhze8fEVX/11vP8LvvgCaNiCW+GV117j/R/8QgOPZGPB7cdI/upmm56M/TYZ+57f262USwZEEP6u+sOPOAvwUk9FarPOpGnzw7Vbk43oVm0AaaekRO+WIAq/OMD2l57u7rzs37ElKqG5tAH0mz+1xSG8pSjfXPxH/pjsYqDhh1jkLB6TRhXIxffsznUAV2znfXF9wg6W2DWMCu8/PuMXcnGZIkb8QKiiQ+T88bO8OJm4H9vUevnf9/cmbo3K2Bsj5te4rotrs7jIcgfblW1rOXzduKYduWEAE+OtY87JSDDu18b2b3vP9pn97wws3e7PS4Gj8XQZz3d/MhGTj2t5C/PqszHefuYRCVPw6f6nl+vEZBxo0H4hmpMgql5e5htd0AHTtoBCa6I7jSxlo4/m3inJGEjRGnlkdBKUWIBs4tRhkMAYQPsNWcbD2jr3CLJVGjlior15y2Yd7wcd60NRAj+y47gQdJFxDPcbtmPErCEWfVC1t8nj0oGAof/r0sdt3VBaM5a2nup4DqYxFfo9yYGhTm+rlY/nDlLp4kyiOFAWqPGcg/au1uFkJzAtGCi0aY303eLeW0Ud8yHYaES3J1EyhZ4dvEhbnWnMg70AHILTmfvF9Q98WrAsnLrxSbrdDuJ70wByLLCOUrXt+QawFcZWV6Ou5yyI1aGQkqA52fy4sA0KXnZnDCGsnI9tc4zzzSmjXoppDmEfcy8EjHvrVNpujvgm4gZFwiDGGgtm3K6kwco1LbtXvOzJuuJ5Bhc8SDWA7Cs+/IzreIvDUGfL5hdzjOfbmwH8zPPM4WAd1W5ubzgdj5Rp4vbZrYlgu4ObUubm5jQ0kaZpGj+5ZOP45eT6FWmsD6ON77I2Pic2NtL23m2ZyJMytrEFPtrnRGE0F8D/TOoaXjbH+h7QDjbiFmn4H7IFToq3fo4Jutu9d3iGTU4r1b34hQIBandbN7i/0mVLHAz/Ze9luROxOVrdXwoh7cc+ju3s0YJ63+ZAwq7sXtvh0GYGuzx6hzuDPe0YQ26XYu2H5+DZ+e5gt5kRW7BR8tJ7d20rGT+AsR4iqNOKJliSBXgEGNabUxwvvPzr+CwPAQ7TRK0rta30ttDaiqold1rKSDex9JwK7jWOoC0AR7ykOjtYEX6MgUCeYOqddvZSHi9nj4YRipVZqLpOl8gAHJu2kaiyTjSg3fadMpkWpLbkIGdHvTNabxbIp5RHoK2dITCcUkJ3TL5tLV76hgPAwsuidh18QusRZxuP+yrirB9fSK2NvTyOselFbN5e7NmSsmkJtTgdvxetD8BHO6ahqNB7JScLnFqvQyA/dSVJAUn02qhrZTmfeXh44OHetITyZCVZgjEeenOmVrPy+bU2Mwdlgp0eVG0G1psP5evWDCi1GXAsKXmCsg/w0ATZGUBeVTA2uenhFZeRyKnQRVFnVk3TRMPEu+3+2V5EUVS3cnyrFOheqtYomK/emjHSzg9nOCZSmo155NeRckbWiel44OZ0sgA/QNCUSHSCFLsHsUKrr6tayaMKuD+Wukl1ioS/bkDRkDQQ809ba5AmpsPM2irrWllbs/3U51ldV+q6jv0yEjIxi5IkNOsAdSNxKK5B+F4ZH/yiD3G8ubFZH4l1bP5/5dd8Ax/84i8hEsCwK6GSzT+1f75J1LoLjh+/dwTTEQBrFJz7byPGic324ph9nOcGJu0C+97wdkbs29Yrgld4jvXS3R5EEmvEa30v1ry/M7bXD/BjZ5OeMk90000c8e5lXPayiF+2m8wuBPTze3QubL7Lpgf59NvGvp1CdsR8Kg2fYe+TxDX4JYaw8/45PwGeAhjb+U0q4407rCju8R5Okcvv+nRjIGXb9dkeYrIqg04aU8zPbYvzdZzHAF7SZvtHWZufm27vGkn37QqEl9z0cZNCa+rJOwLwf5Ol87JLlt2EiDMY1yfC7bPX+IIv+hD/8uf/m7f2pZ/hePuZR2pZVREQ9Y5qeIZVIqMZINAu09wNwEiePRHBOi2Avz8EnX3huuEpk+nDrKt1Z7DORGY86mp1z70BOTHlPJykMWRbhOYcDG+BC/BBgdDlGIvKryfWs24PegRx0Ro+WZYnFq2IbYbR2YThPG2ZDdg5T11HLj4Fbddt2VCrD8Bkj1RroyEjDrP7vRloO7b9qCp1vYd0NgCERI8yRBFErR5dxXSLItut2rdVklzc0q1R0za6lQwjsluwsd5lbOabYUwiZM1Yy0ihV2OVOTyFIEPgsyM2v3of5W+DHRHPDtAEqlYTbBt8GA2jhg9Ds5tjBsL4PXNB4kQGhbWvVKptWVlGll9VIQfTR4bBM92RTGTzUxe6KNJl13EPEh78C14e14iSgagl34yx3+y46REwO7PJgEP/e2RY1BlJJr2CFluPOdkx11pRdZ2G0QGmufDfdbzpiE0h+boq2YWxJ2SauLm94fbWRLDn2USyD4cDNzcnjicrW7u9OXE4HocW3Ol49GAoe/cYm2Mmkp1caN4DylF77+Lv7Ne658gkNtawE7KdtwO5Y2McG+DTjVJ39lG905jFWX2Ur4XfuW9gEAyj+GyioIQ+RTAIg7HkQYLYMZLVAdvOoeAKlH4NyUvaXH/Jy1WUzXmQLsRN2EpX2Ry2OK8h+LSzW5t7N4IGYAOk2G7bfirsPxPD2lBDCIIbyGvPWLN6/amQuhJ6nrGvjKApGKnsWJRiIrilFC85TWOLUiwB0VrnWFdyLjSt9r0i3HmJk51gM+pIa9Cva/5tGwLzlHl4gNorra20tgKWHZdZBtioElo4QPLAqCkqzjpx8MgYQ4xyJdgCmySJ2hb7e+9IKpTZhO+XZUGzksthWxa+f0oS04psxfyQZuUThQJ5pSXrYKpi4qPaXRfJ95AApKPpBRj7AxeYjoPF2u9j3QfIbfOyTBNdbW+08gZz7K0T01Y+GoFMSpbEERG7VxEZgdsKF9yFodWhfQO5UnJuoK+11roBLhKs+EarK31VjscDJWcWaUir5LoiFGgF5WhaVg9nXrzxBi/eeMH5fCaXxGG+MfkDdV9YIPfO+Xymts6qSknZfehEwZhUtVa3126jovNlM63ECpuuo9r1VO1ktzfha/bY10WZpsJ0OHgnYwP8uut5lJLRlqyU0UW/bT4WWjtbJ9iuw86HtXR3agA+3aUGpiQ07bRlobZuAtvJgNPb48kAcLX7YiWIXiYtiaTdy2393qRkrC9ztYeOU3bDnl3zk95odbG9QRysc92sJomGAz1ZWHtn9vnSm7IsC8t54fbZre/BNq8r0bDGnK7kcYYxmkCKXGoCvkvj2WvvA4Wv/aZv5YNf/CFnKvo6ggH8fbrx2BNQtlKx7cXwn3257X69B5I6/nxVh8B17GkRG4ydWGTTFuzb+cqGKG7x0u5nA3PsNEouZuvcFdDwTS6C/fCp9//eSuv31x575gCPhkuxXfTTJBVP7rUfgRFfjgzX7p4CUUEyAK8RXzxyPuJ6zFnYQPiIV2X3Zg2SxBb3dNnFiHEvBtLniT7YgCb3qUS3xj7h9wTrm10s9VbH/j5dMJjGv42FTQiZ7+6vxrrcvDWGT7d/5n5uI0hmu39jT7oAp3R7gz+riCPjHl+CUXHauxee3Abh4jzdbzO9ZK9iCt0lf36JxBd+8ZcyzfPnNnjkzwI8uE8OjKTITjtyEno6KW8bi6u8gGfcEDPiVj8u/hOO/UbjP04ztTfWWundAt55nq0eW0FXK0VrrTIyba6wFkBPBBa1e9mFdoKKaMG7OR8hfO24iX1eY4Hg6K6fexJymSjFFNatnM6EA5sbNFUzXgkPrtw47SmZmxFR2h4UJ7STFJYI+m1G6d44SLSv7B4QCZK2VS8peV9c8XVziTSPoW5IDhO9W1vaIsWyitnE6XIq5PkIyz3aO7WeuV9ebDThUmxNhBZIxIddSd5aeE8bFRHKNPu6tqCx740qiZRMHDvrFrDuTnmUimzod3IHV71DnhLZxjaCVs9eob4xmbFurSLdQBdxOv58mGnaiC5XguuS+EHFAaUILGMznTwT1Vs3tl0XUuueZbP1YvNN0GTP2coxcZ0WBfWW3e50Wtc9+zFbmrYboaEN5ZspAM0zyA4S+bpUB+AsqNyva142M64jhshGL5mmjXE0T8g8Mx0PvO997+Pm5kQphcPxwPFwYJ7noRcxTRPHU+gfmY7NwbUnkutnZG8Tbd3UTLxziBambf1md2LN/73Md1ngE6A1I6CS/Rvir/CSDT8cPTE8sus4BxALaAlm0O79A+D0taAJ8mS+fG9Y5zOfn5YaH/NdwEsDAMmjLOFypJec6+U5x9/Ez90+Ft6lDLtOBK40vB/mk3tz8X0YEDwOH/fUz33vBAWs17PQRUjNnfC0OWypYzo4vcOUmYDq+jYpy8aqSInFdfxMIN2CytPpxlknPndSJrq0qaqX+fTIHdC7ct+ccXQ+s3mKMXNeTum/js9sCDDlROqdkuGsZo8tI64mRF8KlOR9FkzLhiRI79RWoVdSqaRsujAdY/3mabI92MtyNrZPHvuRDdtzo4FGyskZJuLMEWODn5cFmlBy8nJoEK1kUc49gAzr3mipHGfkJWE+zq7Bg5XE78XoCSfbIv7eO+sa7KXooCTDH5tKoavN/Sg5CMAHkjWpGJpt4Xybz9BhlPJZzX54O7LdCwdTWgdtwb5ym9Nh1UatVoJVJtt8QwOpd6Ul5TBNIFDXhXOrlNMN1E9S28J6PrPev069v4elkaeJIlbS9JAqmtT81zxxd//Aw7JyePYMTXkrd82F83lB8iYgLWIs5qbNwTS1c5zzmGwqXjLo3X/U9ZO0Nu4e7jkdDkyz7UMkWGvj4fzAcj67b2qi4ct5GZqOpRTKqXiA2dw3lgFMxP3XJEh3XRN/T3ScMxDAJBa0VeqLO144YzJNE2WebN5NE/NkPuQqrhU6SnwN6BvlR2qVC61WWoKb2xsDqnqnrYuVXrrfi9hWvawrrVemYl1K12ai4pGQrjVTW2NdVhffjsBSeWgdzcqcZ9I0mT+J+WFFlVLmz7b5+EWP7/5tv3PzTQnQ8WUlkJ9mqMtsqGzJVXkKIEWnvJGckm0PvAB3HPzV/nLwKphPNleif6C6ndyYx9HRSpKOMtUBWreGqM/DOM/OqCCIOSPIYJmk/KhUjUjUysW9ioqQjTVlgJRqJ+3iyD3r6GUYnZEEuJAw2SFERGI7XZDYPAm2s+khFB/MmUjMB9Ciu33dwiKzvdH1ecOsLkGbAQSy+TgRV8XfUywm2vhcMN13F/r04j/NeDIv9s9Fd+/Z4T8XYJ6+5Ia/5BiBBfg3b/O072LTRxnCfZn1Pna/4FiNxMjGzhRV03gTYSg+edzZCW23RxhTZALi+nwNy+Ouxm/DeNvAo5SEr/nGD/L+117lWED6mULjWBJzwTpQeKey8ZMKiYxqdQcdop1dTkLLGZGtDMkjnguRNklCIaNuMGpfyWDCfKlQDpnWG8u6GF3VQZbkrA6AQMkHWohaZzQJ4yoOHmXU29tq7wYCSYds4YH6+YlALhPzNFFm77bRO6zZRArbQhUo3Za3oewGfjTPugmbkHMuBWkJuk2QFEwhsfNd20qeDHzpgXy2DZWXnEju4Ni5B45n2RMLkEwHw9hVgWznHbJvnw0gTd3Yqwdd+3tVy4HzwwMPD4167pyORw7TwYy37arW9SWb41CmYlmrFuiKPddJZIg2U4Hu2UrHTlpVcnG0W/KwJ0Yr3z1X8XvGBpykJH7/7JkFrXpfhxqlPzlb28Z27g7gdDJuGHOh5IPvj5voW++NqAT2FUIW23SMuSSjFLGDCVQeD9x9ciWR6KmTJA+ntOtmnEKwEf8uy5xZCaX0ZgKg9rTseOClaRtNN+Z+a9XWoIQIn9G8d3HpKP9JchFCX8eTsWUiuDlBzsg0UY4HjscjN7c3vPLKM043Jw7zzORg0TRPHGYrXytT4fbGxLDLVCi5ME+Tr0MvTXN2QcnFsqTic8pZb/tNv7sQ9MbVsyF5/G2894lDE5ukAmpOgNkmc/jUgQ7TMHGR3FzI2daNiECt42u6z7+cre0y2qjLHeuyjs1dRJhyMcfQnT0rN9ABBCNeDu22OEBzQivO1BtD9g0QL12I98l2ea6/IuoZq7QH0IUQ8mQAYWkgwOK3JsCmpntGaxp3N2xD2zmXyT+fADI0D1DD+RDZ2A5x92RKJJ38qBY0lSmhXiouMg87vLbKfDpYafJgA3srY9zpT2YzLYteQK3rzdkdekubZz/Bx2Vs1/FLHR/5klf5X//Ar+WN5x/n4eEFvT2QsYYgYEyMnCZAqIuVP5UyMyloW1hchDiTmCfzre7vldqUaXan1Pfp7k0wUk4cjkdarxgLu5Oal6z1DWi28p7V7D4NkYOVzhXrKEQXtHWWhzuWZWVdG1kiwyzUVtGqTHPhfH+mTB3JhZwzc7LW9L01C/Bb6DClXclqc0DJ2UMOUJ2m2fUV98ZqC7osWMlkZ1L31pCkzpqRsY9Sdex5wdyzLLUBbZF9l10psK3FxYOzKBs0fzWJsNbF4rBjoQvUpdLqSkassUFrVhqK2cA0Z47zgcPNwUSm3zjTaJzvztzVTxhmnhOyLMjpzHSYkdOJJWeONzeUksip4PJMZFVShR4klyzeecwYmEmEVhWtjZIzh8MBbY17fSAfZ06vvcLxeGJplRf3d7x4uGdZVrR1jm+8oHsZWauNpS601kfpdXS3zWrJjZyE6j5KTgaV526y3znZsdd1pdMQ6RSBkmCtyvl8x7ouHA5HptMNJXz95cy527xYu1cQODik1UFBLxFLtVLrajpUKVu5YF0339/Bxuxdn8OPEhEOtyfWWmnP7+gPDTkdDXwX20PrstJd7NxMpTdISQZK5pIpLbN2m9u6dObjO2BQPs0YTLwngIRuIBLKvkQnXu99Y/E+ZoK8GVtpAzDE/Y9gwe72kPjO3ff538bvLK4JAGl3Xjnv1q0Dl2BlvsmqC/bXa5i1Qopr0OEfC5cJsjjHi9K7lyI+AZJdvAR+n/YAxg5neekwNrN65y6P9RwIz95QqilAJU8n8+4H6KcX8QfBehHcV9tfz5YwFLYy4k95XhtyZE9zh2ttYI3PB91Au5FM1Ef34y2OOOybfa4/vvcveV+ASvaGx+/Z9rw9sHnp++rF+aechwRIAAdpsL1N806H5AHb+nnJeX66+xH2ZX+sPXj3To63t2xtUspBaP1M1uYOa9QN2qRtXUmtI9LQJJ4AshsyJfEsaaHKhKjVrYfTcxEgiYlCtrUNBz70HWrtqFajWfv7p0Ox94Y3vxt7IAo2JytnIQhTYRI24C/ALDba5PhJSA5DYFnEYaRTRnQGOpOzkuxLPbjCjJkBVa4XIoamiyr4ucnOoennTYCy69aqXRBSsU1PSiJJce0gY9lEQGEm1UGvnElp2ozL0AixM7Oa8kQT3b1uT7hqJzVzfqd5NoqwKGWegGRZMXXNJxVyNQevkEk9qIG4gGdnPeK06c4sB3LKG8MmNhEvu4rNYFlXQ4h36K9pBu2yrRPDmMd1asqo7jMK+wDS6NJTLVTPJjF+l0jZ75fi4rV2r1SrHztYbp4/VUNnkutsSRgvopSuO/DkpYnu3GbfLLsDsd1FKSMbY+flehAaZ+hGzLPB9g/FykkB3QkeiosL+v00QLPSQocjbvh1XI6YWCnB6Qi5kG5vTdfImUWH44HT6cSzV55xc3PD4XDwsjRrc384HlzHqFgXtcNhaBqVbNnWcHKDgVSmMjY9yUKWTIhgD+fvQmPM/jecGNWocMQAcwcPvczj8Xi80YUT0bGMbimWCe7NgQpJ6DR5OWZjuV+obSVh1Xwlm4C3ZaYKA44RiM4o4yxSaH49yrAoaHcG5Z6+Hafq7Dur39/cVlWcAuxrXjcbp8MePs6l7sSxvaRaMKDYvi7AISFli2ajhNDfGKdMG+vM3l8SqGzQbKx7VQxIrp2eNnBbtSNTY0ozkkw8OJc6gLviTJCV9NTRUEsC5FzIJVFCP8sdvldefYUXz19wvntBXxaoFc4P9tP3bLDr+KUM1c7ycI8BRYLkPMBnCYCUjPTMYZqY8kRJiVZXVm1MqXE8TRyOiaXC/f3my0T5E4T/64AjiXku3N2tBiil7mXt6nqRnXVZadMSECugFDpCRZug2tBW6XXlxf2ZdakOihgzoKvLVjtbVlq1oB7xPdaZQF2RkjnO8+jMZOVlK+vZywRGYBJNUCIi2obZv2zglrZdENBpzdbwYD4DrTaaNjId1WQAu+L6OhsAnLLpNQ2m1aNAOU4lNMsTibqunPuK9mrMZuDuxb0BKGq2YJ4ns2IVpnKw71Q1/8Yze127+bHdxH5zqZY0WBamFy84lUR96GjOpNOJMs0g8EA3vZ5VKc6CdPdygGmoBTt5nhyMBiRbqd4wnVaan6XDVAzgR1mWM1078zRzc3OyEq4k9F5ZFwMkUxLuz2dLTKXMsp5N5D1nbm9veOWDH2BZV6apUM/rKFdKSZiScG6dpgs9J7QW+mplKV2Etqw0rNtfeHU9T0hfiIY4qqDJmErMMB8PlpBIwroutLpSptmSea2bOqvrQ2lTlvPCzbMbnj9/zsOLM3Vt5Gydne+e3/HslVtqtyqC2ANTSqQyIXNBRThMBamNZa3UVpn03S9b07666HyADBtjYowItN9CdPqWStw8dpKBnnyq78P2shET6dAgSiTWWn1P3gFIkaTpfQTZJu/gAPLFOQZJILRWrVwuRqSXgQHE7P2njXm0xawX579n1zy6VtE9S1pRvWQfSe/hdbgbY2BRkqiEgLo7/81Obc8xzvvieuNaVJ88L9m9P+IgLqaCPG0qInanUtYNiImfHTp2OacgGDWPR/izURa2xcmPfa83H084c7oH/3yebg92zHmLmcyAx7wxDSWfe/t55szsuM5IGF7cK49rd3DBxb14XBVTVZm82YvuXg9CyXttvM1la96RQ8UEykSRrDSM4tuaacOYWHDCpB2idEZRE6QhtF029ouDQF4GF0i2OSvB0PHFHVmj3ulVkRlSSebs645xEoYhnHfvLJJTBGAykOBg2whtCM2ag4exC4I3LDIo0+KZ8WhBbbPCf5fs9aBhRuv5XDLS0+iAkbz1dtAZo/bb2o3mUWJUSrHgCcctVIkgy8Ai07axeEcCu7QJGmVYg5Xi4ZQyFoKIr30xp6OTBuU1jEV3x2SRM4f5gOREmWeKUz+1qTGLwMUMvWRCrXuMqo7yF/NzFX2olk1TJeWzAShgmgrhqPajAR7j+V+2JcbZNyp9gDStVqf7Racpl3kfoobOCurdu7q5c5OLtdt1o6lqYCmu6+URpAF7HUxwuz0xDlF+2R18MjAnKMDqa4Bxb/eWyBgoHrhrQsj0biV1EfRH1oLQnQjgKEyTRI2wbMbUjaE4XSNJ1Ox3tFmwqLuOftfxaKQE8wzPnjEdDhxvDSA6HA9D1+hwmDkejxz9tWmaKJOBR8ej6UyUaeJwmK2TmrN3Uo6SI7exXoIUZWLJyw2JaS+6lYbGJhf4IGzv6/GPp47d4+yMUrGKyT5mY1KldGOpSQAdEVD558Ik1rWac9d9/aqB0MnpbFGUrGrlw0kZnSgjE2rmds/mszm836y3qri9ZzbQPXMQY/2OOb8TDg+XSsSdrt3XjAMAu1K2oDObFfUzcw0/FaE5CHXpvPmNimXoTrFIGluF+v0wKmA2e+zAelfLCE8uqF2mzDx32qGyrJX1vJJSYikL53liPh84HBYOxzPH45F5nlGFw3I5Jw+HIy+ev/B72FmztyDP4qBRs5Zvzf/+3vNxPmeGaqX3f0mrjXJ6jSxeCuNCWN3X51Rm6xTln8spgRRIEylZqbM26F3AwROdJ1pt1OplcF463lrj/u6O5bxY6/E5SutNN6bkTCsH2+PVSiSzCJmKVqHiZV3rQlvOrKt3hkNosf7VQh+SBfm0Dqn5fBYXyd6CiVHOsdvuWu+bqK3v59o2TaPzw5n7h4UuBhrNpRijUTcNpe4JqeyaOMVL43vv9KW7X+jno53WXS8eW5PRrW3YUjFWUyl522PjaIpr/1Qe7u5JIszTxHwoPNzdcXd3ZzZNhGmaKVLQ0tEmxtxaTLOzu9ZSb9Cq2cpUGuu6kkpGSiY1a09fQ0x6mogOmda5N5OzIg9vUKI7GbE/KJILc0lMAZjIkd6UWjulNRCGdlZ31kLFQP5pmtzH911hWUk0L/m3n9a7AXTNtNJMKLuP+xhC/ncvXlDX1YXNTbu0riuT74PTYbYEiW0wnOtix/EgNeWJkmfIxbawFGwzpacG08TBdQbVmf92/DZE4Xs32YBeG3RLwgSKcDwdqa3xcD4bs6h1EOWNN97g2TNjEJ8fFlprlENmOs6kYuLweSqW1KziEg47Vuq7NGIP3fvHGzcIBy9GtvytjTcBkDb/weMx2Y60lXcFUCW03jACwL5hh1ixhfucQ8uULW4boIkkiyhUadE10hPk+6Yx9vnupVUvuZxx1rie3A50UU/keOInaBF7+/D0+7ZoNTqzXlzH7rgDyDGn3JP8nvTahTSR+Lp4BMLuXsiT5yISgEoEI5u9dazkU44BpGDng4Nco/PP+Gr/bzxjRqycvIJl78FtsdR2TmOO7u7Nm51e39mVuHaL7fcxlzdwuviWsGGdS1Bni46HYzn8SXPWkrif58mBSDJeVEiNeS80cR92N7k62/1RLq9Rdv9/L423l3mkAawE48fAI5rVaZoAIT7RY4IkRIppBGXrDEIS7yTRgXlrBc2mqQG2WcO28MwsxOS19ZXUNj9RvGzLJ8cIcjzMcbRzHMvPL7JfRomd7EIcABJxp14CFHIgIgWjKG2+xZiLDizRY0UbmKnxu53ShFjmK0qXdPd6gDcda7mcSvbrEpPv8Jhw3Gy2oE95bCzCONkHt3d2C1wGICZDeDClAJD8fMO+ej092P0uebZsZrOsVMwPA8UM1ggBxb1RsyyQlzIi9ntP8UmC1LvX9y8o2ZxVs9BWihLGK6LXYaA6S1u3e+sOVMp7h1CsJSxhwI3FlUu2EkkYZW6SdoBlOLm6ZzjERpHCpgBCa7rNCczpq/VM1AoPh288oshMMIDCcAYQ6N1ZfrExietcYffMsYXYvtkKvjexXXv83Q2ZgnZ6q4QY6xAqvo7LkRJME3I8MN/ekksebKPj4cDBg/N5nplK2ZwMsUBwmiZyNhDJ9BXsz+xCs6F9tN+gcrQC3oknbpvPZYZ8DLd3+65DugMQ3ZC6/Qz2kc8GceBi173MvmC3CV5k6XaH9bmVUiZNxjYqYWv9WJEFMuDf9grRbqBlZKPwcko3BwhbW2vB7EN/ecZqZJ8kfJ2Y+2nTTtpt/kPzjt02Phw+X9+6Wcot86f7T9i/Aqi6+E04Vo/PVB+9TzxodaWCJCQNgd/4veXgNSkt7JknXmyLTRd2IZhpreuYYwFM0qHXbqK4vVlQ1xrnBPXhYZin8aB+MYHGdVwM1U5dnrM2jK2Yi/sVE6Tk5cTC2n3udkW0kbHOmKRC1zPreaH1hDJZAsGZt7bHCZGuyCnz8HAezUViv885u86LlcVWTy7Efl28tEubNU6o6zp0Y2I/SlK8O1loAnrwljafrQ9fBMY+/8hOqW4izb0H9V/cB0q01n2vtntiDKvue2D3Em9fzuEj9UatwpS2cooIWMz3Mj/PgGo7j1IKuRRSKiOxYxn3TNHJS+y8g5vf6ylnzgjruZKTcJwnDlOhLYWH+wdKymQ8OC6WPFtrZVlW6mKsqtoatTVa9RIVjQrSHbOix/o0u9JqQ1K1db3rIiWtGo/S/ZouZu8liV2zC2HnMrnkiXC+N5aYUJhzJhV75netMZdCmQqp2T21RjWVAXKzlTbvmS3iAZfNReX+/o7D8URbK701cjHQoIOXf9h9tk6jkcTFm8aY4Q89LTEKK4L7mXVl7VaqNs8zp9PJEp61eam0jnK6Xq2kk25M/OR+YIgLp8n24HVdqbVZCaCDmq013689qePyEKPZhCipCNNcSOlAf480HQj9lu0F/5+IC/Lr0y3pzYa8ZPuK18d+uPdh2dmd/fv9vaEbuvOPknceDXF2ZPtG83MYnw3qXO/dxOLFU+g7X6WrkwZUR9fiAcaMvX8L/p9cmjorZAfUBCiWeAwQxvlFwrlvd2PvsPk56vjOcbuASGDJ7piPO29vETDiemKY5Md2EbILQsO/jwfoPsSITy4fjVwEpfFswy+M7oIuL6LesChHQl38Hiu9i8coT++rf/V20Bhq91p2D+PyFC/9rQ0U3b9Dt/sTvpvsPj7+3BKVn9qv8Tm4m6smLm4i465wvX1x3Ia490/u89Mb/5bX4Ds43lbwSAMA0Z2juttAoi5adtQwAPEa9VysjAOBhXuPEIL+vzkDYBvq5N2EthrdbUEHumtASSDXlwH5aG+Mab+UFNoiMi4oQKWckwm77s6FFKKN6aK8K7szTjgdGnIRexBBSRKAjxmq1tQ3yE3XKBbSHqncsuS6FVKYtzR0TTzvTUz03t2JDOOH/TuMm9KHwF2UX4ychPrGIglpCpmhrRJTPvSUknfIGM9bxNhl0vw+bQ5BOJS1G7toC9wswpP+FPCKQFlc4A2tbhRdn8lcmc3JYAsag5rYXTzdaBCe9QpjF8MdViR0npKVGWbv7tat9DLq3jejs32Nei/MJNnptZvFGmj7zrjWZdmZERm/8zfi8iUEdr8F1c6+w4FNn9dWhiBjLm53Mo4SeYK+HWv3u9gikpiob/z9OnZDxABl1zeaD7M5wFNxIWxjHB2OmzB2LmUrw83Zytem4myjMsrZDEy3IKakAKljDTz6u5/KeGgxXrIH7v2J/TQb/ow7AsaE2d50AWvE1Owxh7a6+AhKBz3YmQnZN9ss4joWinbX5AhNslgXYYNiIx9rStFuYCuhxyU6slmqkGR3psPZ3CNe2+8ugtnN4oWhvXAiZP8/O0m3SZujMI7F7rO746b9O8bLEcW6bb54QNt7JK5rz9wQs5WRXUV8T/RgN5dsLax7ofdOcTHdNs+sa0cOpnMRJUF1PXBcTBOnq2nFdO9O1O5mdIEheOzHftkcu45PP1SV83lFSawPd+T5RJmOSJmRNJOSldqcH84kFxRuYx4o2hu1V9BGlEGE7VdV81kExEu3UkpWaiPWjl1CEsBZz8E2EZWhgyFYwi9AZkvYVGO8sOuAhVJXaCJoz4hUeg+5gWzrO20dc7vin80jGYJCb5V1XYzlgeG6WRKi2co2wT/jZW4d1Nnp+7IHxMp4wXw7XV0XkstVtWcV7F4lpTwY3ZsZsNel2DWvq/tsaqXxyZdCq92A3LVCyczzxIs3nqNUumRKKr6Hi4NldSQHaw1BbovXsjD8rK1kVV2XSd0M6AD261rNNwnRwgCLXH8hdvXWlV4rWTx5UYo1WPQObjkXppTIBWpb/PGJS18KvZow79oWSMWTcH6PNEpRjL1VcqaLdUIWEZ4/f24suGrgUfeylYRQkjG7evjmuhVxJDYfMfatngT1xF87nzk7wJNTZjocOJyOrOfFmP0ZVCcUE4Nvq3eHQ9AJymTJGBUZGjsDXAfX56r2Hn8OxffuKL+RlFyOT21+y0TPiYeHd5+xrcBoKrMDYSLZGeWTb0Fb2OzKfiXt/7pjMof/vSXpebJfhG3aku6yuaEejCdNkHf+QHxwt79H3AnQq3UbLIrHm9thu6qx6GUKr8H+73GfaT/F4eXyfIfYf9qdYghTBEAYQMX22beyRZqJCSO+A5qQEQsOe9W9K/jwA/dHjmRQyJ5s91M1jiTDn7DfbZHH5XjsUPqr/pmItQEkAPi4hwPsDkJHdKh8kwkWtm6E8jtg6DGgdHHjtn+Py9v/ub8UxF2Wx7+MB9UvYrhxf/c+WciCeOI2/K2RkBhxrH3fSObu/UkFhj8XsaKO58T+8O8RF+vtBY88c3NRJ7pbtQKO7GdAvAGU0qXSZRo3Npgtqkpj9XvqtbApjQxMi8DGW8NGtjwnK0ESEbo014gRz+btzpfIPtlO3VobQqa2Njal+JyzHc9/bII48rgDjswAxxO3+7FJ8NgmXsSLthwcGXReVVpvXq5mTlUH1sW7npARcUfMzzKhPNQz6o5YdmqgYJutqtcFO3hjn3MdJgehLDsHEQwFymyn7Nk4ETS7LoBaCZfZRtuIkotv55wdxLdF17UbLTxZ6eDILAh4k3joWxe12DwSakr0I2hs2wY3AhcZ9iWyFqUUKK4F5d3LzPGQUTZTvKufdBfx00TPrjrpF55cR0RD1Lo3tOThiJkDgXexjvke15VIfn+7OMPJSy7NmDafC7YZWjtaY1YNm+nXOx6E1arZs1SGoYpoP0neqVn34ViGoY4Qf5xt1IqLZ3hjQ/RzAjzz5+UPqkjadY+4DpvTKRkdxoMgSYnj8chhnrm5ueHm5mQMpOOReZq4dWaSsY0y8zRZZ7V54nA4GAvAu0WmZLpG+YJhJOO5WtygF46a74/DWev7Dlk+b8YrO79gy874rx4hSpfAqAxnI7KYKgp9A9HtO+wrlrUygBWNo5l9rM0ZfPExdzQHdKnxPdsm7ZEU2qxzIknRZHpdHWXA2sMpCkD6wh2z89YO6tlNz4yFbob4AgsXZnM0t43erslKcoIdq+g4572bEsD39iyGP0Pc3Kfim+Go2LXE0c1pSYNVC8l0obA9NndjHPRSxn20e+fzondaeyCX2Wy8muBor6blYao1ypJN8ki1cX52S32B1dPs9sJhpJ1Qex1vbagq69KtI5bKkNSyZxgdxUyrUXzPJisqlfuHM+v5DpHqpUQTqds+4+7VYJT1mK7O/Ai9NNs3DIjtrTEVE++XBtL6mIsJdf+pIF5GVkWcNVKYXXw/5UTzMrnaGrosJOkjqI4knHhwlqfJgCViP+us54XlfAZgymI/ngRZz4sJhh9mumTTOkNIpQzNtCK7vZGNjSTJQSQNRtWe5WA+XuxtUQoR928fRyTBSsdytnKsZo0qtFt3rV6j1Lty/8ISYMfTAQHaUmm6UlMxAEkT4GLN0jd/0ePCJIzyKr9J9h43HtbRzKUisHKtdV2NFXM8GFtUcD/PfIeAtysKrSG5jzLonJKXXeEAtYGCrSSevXZ0aYJOX5WK6UbRrSvgfDqwLCuoUlIi94JIJ5eMMtGi2Qnw4vlz5lJMP6l3kiSa5BFsIcWO3JQuDfKmVZrES5kwhlkjoQ7YrKuBSV3FOjknawKjmPZnB6RtvqE1aTHfv2ump0QqjaTJYgEwXaa10NJKtbCcKRdnCBfyXAbwaskS0Nm0RXMXcE2xaXr3u60x/Ezn1V4Esxtc8iSC3Y8IufaAgrzkbRIyDLt9O745fNMdMBAsasYeKVYy5iwO6Ypk07kdrJs96OWfyw70tW7AYKWSNI8YDT+vrjb/iasWRtOMgbUYCmLbp8Z7qktSiK9RGXcr3hPfuQESj+/T0xsWoIfZJnCo1N/p15fDx3BiwDie+WO6Qxkilop18/Q57JhV4XiNB/TkzC4An+6+UUgmdLWWHSkJRTJrVIzswciIs5FHtyOSHh6nXABDcnmr9nPoyR18OnT8L26hbPd4/3vdlkEcJ9w3E3kX0O67g44YMHzRDb70eT18Z7BYsG/aW35PQkt5Y7XuPrKbb29peLx6PN3wcH/3Fj/0ix9vG3hki0cwD9I6wPTeLHhp1omgdyVjC06BJmbEBWiy0nsyeqKzkLRZ97GLibVjo4yRLYATjMLcBTSZYKj7wASRJwTW0I1mZ7G5OECxATPG97GgJIla7SKXJhZwwxWcH2PTpH0tF0pSd3T8vUjdjF5yB8azvx01FNfLjszWJqujnibPKAqhl3Rwam5yLaWwhknMGcgl02obnUxEE3g7dnGdHzM0yReJey9uneI8U6CsbHW+dnVxLM/AqBgrq3fUwXhJ2cTpkglAJtn0U6xTiushAIjf9ZTHom690ezOuLaIswQECC2sZHT5yAyBlZxp64NQKjmNcwKl0cldycudP8qoZzXH3b0vkDyc0tgAN7ZbzHsPwF0DRuiud7IJk4c1M/ZVdtp0R8W6wgQAEOWS+DQKw2unveloGfinXPbvNHS9tWYZxtEOV8Z5iDhYmsqF8dpAqd1GI1byQGF0i/m8H0lgKvYzH5DjgXJz4tmzWwODpsKrr75indUOh6FpBPDqq6+MjGYJsexiXdWyM46MERB0/335q88RgVx2gQWwATuPQKP9kPHG3fcx7Ek4GuPP2Fy7mMSNd11LPsfC1gTTRXfTVrEAZzkvzjJwUEcbG0ZiLcb3qcHRWU13teseNO3nX4rl1DGbRnf1/DTOXV0XT2HoBFj3SQu0W210mu0TYoFIBLJDE80BIImM7YWDuB/K1pVtd7tf8t5woQIcwu2FORZ5fDKjdA/khiZaXD+ux5fUOliOINFKbOnC4XAg5bYTWq8WJLrdkpyZ1kROlZwU7WeqZpAZ1UopSqt2H9Zl4XmrXk6ssIo54FofbYjX8daG7RtTKuOZ965Ib9DU3BpMh8g2lU6Kpga7dR9hPskYE8bMqaaHhEJqbv8Th2OUhlZynkYTivN5JU8TNyKmByJ9tHVHlWi8YAGavyenAYKDJZRM/0tZl4V7Mqnfk5OxkEPUGpTDYRpJxNG5Br/MAJ8lkXNiKiYkffdC6WolbQSoEu81VAdxXRq6MXpasxKyLFYOtywLda2UyY4tblt7c40l4HA8eBKsD9sbQJqIJelGyTu2V9e10RalLQupK8uycr574Pyw8D5eNbtO4v75PWu9o6TMsRyYypFpOlHrHZkoN/VANW1+r/buZYGAQj2v5HliFgN9VMRbw3vZzrIwSTJfyn3dHoGkbPIBivlWubhf2QyoQzZtzDQlTscT9+cz67JyXs7emMT8wFa7d9yrFlgdMqUc7J6q+4qrcHc+s7z+nGldeLi/47wuoIksmZ4qjvCZ75vcB2qVXsXkJ6ZifiOmCdXpzlqHQxIkTVCadxa2JPXqTP6s3pmL1RhES6Mvjeo+d8sKPQ8feZ4mDqcjosLNi3teHF7wfHrO/d29fb53pqlwOB6RnKjepU9EWHulSMYk4hOpd6b0HgCPsK0mgKOXBux78GbnA47fsQuWVS/9j/E+3De1Y3SN5P7u+5QdUGNAX8Rkpk6x91G48Ec/3RD/r9fOKkrKVuabch6sqt5tzx8utktwZF09WW6J4qSZNMLmiItevtGpX9Rg9MR1jq4kWyXJdm3qJU+bU2HzaANXGDYx4QKRA7zajmxsxRHfEp95k3NVY19Z3LS7LB1X4kC7kLdHFmf0kmvf3rDJZgTY4+fqPmVK+9/5+3dMpf3Yg5QGQrkPFgDPo2u6PNO4Ej9G/GaHPvXmgLgzDYfOaMrbNbwMc3iTEeDPhgIxgLxxZgEg7Z1l3hwsigZIw/VVGLpTfh9efd/7+c7v/W38zf/rv/8Wz/QXP9428MjuVyaTx7+iFCG0MIzh0sEDfKv91gH7NW205oH6YN3ak+7eWjPtguQhZC3JtZQ8kEaH/67YhqtY8EOW0bUqC9E0h96VpM3E0OJB+8QSNS2JyHJfoLAkF1ALHR/XWgqtAUdlwyDHf2ZLZNwHKzHKqJ5HsH/BFAlHonWqYsJ+YtczFevMMgJBzDFI2cpnVLf63jraxXq5kwsEtN6hV1Jvo+ArajpTADM50SUxzzPVxRA3mvjumWQP5ETHfUgp0ZoxnHpyR3cYwQju3JAGJpO8dagGVpyMxSVWn28aHWawjThlrWgbbWQcQ5ZDsOdecqZhrcDjpynW4t7ZI1mMjWSENOvIosC6VmoLHQcz5Mc8UXVlqa6b4M/EVPsz0LaStuGQiVNsLSCweF69a5wSrCCPn90o9gHOWutldgbYnMTYZMP73INF22vRrRC7Lt1bJcYz3a+xjl7Qfj9vR0RPIjBN9nN7w3QydtHt7Q0f+MD7ORwMKHrl1VeG1lGIZ09T4ebmZmS9o3NagEk5W/vm4t2HVBWaMp/yxa79VrMSn8rfivIyfckbHwOKrTVvxaPWQj5tzo12B3Q1dAPiD/uOyW2POPghfReMJUEyZqNd4J0eQrnRvckXsWKirlN28dJ2saaaer2/TJRofLBjhWo3gIXmmUdfG0rDLshrRZzlhxgTM3acKDO5cJgjeP0Uz8Dlgx/hdnuITTBA2Gz+VsJrn07xnp3THgB+crs/WD/iDIMEU5pY6mpaL0WsNNxBM1Kybkaq5NwROXmgXC8SNss501YrN6nrSlflvnev7V/A2QYW1V7HL2aMsmMplFzoIgYQ9EZuZ3qFNVvpvtkKw2xSZwAAUZ5v7BMx9p9r31n+YR+0Kd2Do9aE5dzp/Yxq4jjfcDqdaPWG11+8AaLMhwO5zPT6fDCOa62si3VqCzuXS3EgYWPFdhKyNgoh9C/D3lnpmgX3ivlZAVhPZaJPNs/S7nOxf9fe4bzQpSF5oswH22u70tUZ2m6nc86I6wq12kxoXG0d19pNP83XVFeheglaTsZQEme52zWZTzbN8yj/661zUGP9rkk5v7jj9dffYF3PlGTMqSJKP6+8croFYLlfuLs7U2nkU+Z0ytZc5kFY106aC/NkrZ3rWlnWjtaF0hTI5DxR5s65PzAB02FC+gSot4hu5ORBkeuMqgMigIlMu5ZPToWuwv3DmY6S8zQEw5NkZ8AnJimcXnuN+olP8OLFHctSaWsnl8KUD0BiXdoI/OtSRyli8nnYW7MucMvKbRbyciadvUtfUtLBAP2lN944vyCVyfxOMml11lDJts+0RuuN6snOospEQctEOdpelFMy8KwbXGKM/W5zfzWwL/XE7JINa06kkpApOxgEN8mYwcWDyNa7lSsuK5OLl+dSQOycqjZKKvS60Hox0KCK6Vmt737SbYsPuABjtlIopXV7dlFiPj73UpDIfOMBDsTLvnftgaJPNyK4f3rOj857f75s4IO9vr0oXtLeHBA2oFcR7ZT6nKIuz5HEqjy6AfTqvr3KFqvtDjTs0f6EzIWOEnY/jwAoXJRRPQ5OybfpbiCK9RDqu9vk8aEt9wEiSbc9VsTtrGSrbnBgLqpxunRvpBIn7d8oxkxK2Skv47q2Z7y7w5/Sn4lPPwXzdIAl4zkFGCl2TcFCfRkQGM/yCYAkn9qPvTiDl7yxiBi7kLDlFvJEnL37sGnqpWQEiohLdStJe7OSu8evh721klbvDN/bYOOrbMCPtD6uO/bpxzfmSde7d2G8LeDR4Vj48Fd9kA99wQdILGgWshrubnPYS6ci1u+KFtvck3eQCUpY96xbD4g4GeiTkqI0z65mxDMTEq2eH033ED6Me95VSdotgw5beYW/oeRk1Ghh0BIlm1AtAitC0QASHAiQvazq5QgOSYBfFjjsaIcd+7uXe5lmTaemgmhls04WuAdy2XfATyxMzTImKyJjgaaUIGUKyRg4Yh0N0LoFjmIU+STZhM13XZqUDYCQKIcTWNfVNge30jlqP7vdl7Y2Si4kyXRptLayLKZNJHmjDTdnBMk8mzju44XcAz3xckeihMzrSHNBaXR/jkqnuWB379WR9SjbM8CKJEzHI71VE4btzRhyPpfiXhtANZ6cGZDuRTGKZfsx0e4Wm5Czk1pTY9phGZXowN1V0doNsMOP59ejO6d3AJvYthK3wfmirny5odYiUX8d88DF5iUBzcAuYhNJRDtUEWcMeAA6oAQ/dgCcYkqWXrb28i4Vv+yHyMi2IwKnE5yOHG9vuLm54Xg68uzZLa+++irH44FcCofDPOjtZTJm0eF4YJ5OLoKdXVzbyjemHEBS2hyXSz/lkaPW4dHzeLLxqs+X3ehZB9U4PhOfi3JhT4fZurLU9dBBSRuW40vWwI1eNSJb2xz9++eUd5uiaQZI9rKE1tDqQTSu3RWAkYuybh3+TNtI125lrWlAMqDiDIyEaQ84U6p2ck5uI2wP0nAkvUQtAZrMJdIU17B9d9e94x8cjHDz7G8XzjONT73V6lhv9n69EBMOsNi3GYLCvpXtdbIq0i0YLmoluQYzdHMgnVtUcjFGAqBkOlC6lUdPtUCCljroivbOejhwbM6AbUpOiVasJGhdmtnW1jirA3DWHsp+IonwHnB0PieGwro26tqZ5uyBUrcSzK6IdFQXQJCsBv4lvLOUGJAkppEmKbtWovky4b5aR9KYv52cC7VXK7VSsx85ZVIx5nVtth8i5mukrqTyDBEhl0RqSirWflxy5lwV1L5jSitZnMnRXd+oPXWszbfKDNad2x9rd16Yp2ICxg4mW6lK93b3VgbbaVauSqLME613zq5hU7wsr5RCQ1nWitZGnkzrKeXEsqzWtbBZ6ZKJIpuPsgApK9NcyKn48s4DsBMc5FOlrZ2+NgeXsGYdtdKyaS71tXPmntdefYWP/Yuf5+6NO5Im5ulAZubFG/fc3S0sD2cOr9ySyLR1ZV0bDw9K7VAOcJpn5uOBcijDnKv7E/18piqca2VdV0rJzHOcp5hN0E6UpYszwcgGeqytoWezWxZQW+n0nBPFA9EDs+nuuU+Yp8LpeORwPFpwVNvQNDJbbuzy5Kw5EdPlal1Jcx4Jx2kqTGUy0AUrQyvFGuZ0bWjrpNaZOXB7M9vzWpUpzzDd0nlGXoR+6+Z9Kkwpu06WWhe1wLW7uF6e7QUiWIOeDjrBNM/WCS8l1nWhtmrPsBl7XRRujif0eCJPtk83B9J7N6Zey+qahpmk2beuxt39w9tpSd7S2JdNx779JBj2SH2w7tiBAJ/B8bbPx3H14rUBDosYQMKbB8qPdWMCbBjXIFYOJKWTUbSutLa4nn4xFpGVPNBoaGMTdk7mf+fwDy4SRG9+jeHWRBWC2YF9tN93bwTV4InafBHBgQ2MnID5FamkEQfLzpdKyfb/8Z7wC1BjdkswF8OH9LPQTYNyu6bt+WxVFXbu420O+vhFvPkN0V0ZnH3Q/kjp4iVJLo5/oaagO91i/+ggnOy+EtnYR7tRRLx8WAfIL2LJMhD3dR2Ukw2INFt26a7oiB/TmP/h3kVsTFUH9i7n9ZsBSxfnzzZ3YXsuj69pvLS54S/5vu0G6eaMv23jbWMe5eRtl7tSpDFJJ3vnj9lFO7sIkicrvZomywa4nk7E9tbazr80AAl0LEprO2tZkebdIqI0IRzt0HyJxZBSINiYYdRO6s4kkr2RC19Gt1yvbKAJYG3jJXgwHuJFoNU3AWvVQRZi6MvEP/3/yu54ylbKIcFK2d1gh7MjSx1ZZgQP6rY6/kDIVYypY61VEwFYpJS3spYAwbIFbimoWLpN3gGlx0QNsdpxgsFeiE4oUNeVNVCP3i7Q5z1lcZrKoOr3HmwrBQcVETHHujsg1M0xycWyrhV/pj3qVC2T1LudVWIzvL0rqzbK0crRNFdnQ2DdMARGLc7IMIgZfLVaeqNUq9e1WnvbPuZJdLrrYzKpurPm16s5GeCkULVaAFssCMjt5NcCkqqfSjCKtszGpSkRo0fLRjPvbCi5YbZ5e29s1GnTPxilOX4vzMDaGQugycQ4rbTi8zQy9NJYvBuL3JyYT0dONydubk7c3Nzw7Nkzbk4nDrNpHE3HA2WaduLZM/N08MDGaNSl5KFrkUM0Mu23/Td32sTnRQg2G1vHPvPkjaOcdXt56BXtFvumuROM0dgdHeRoeOAWDmVCnXWiWjdHXeLcxZIGzQAd0YZqG3NNkFHWsrcNWhvefxwIYNnmdk5mD2Lv2Iq5sgXEoXUxSjZdyDQKfKIWToz+LA4qj/MePkE4fI/mvC3qoTEgsbtfOA/dj/f46V0CR+N6d+8cHe1g9+Vbp8NB61f16zFnNIQ7kwdOiCDFnTa2xAUzVv7jzN0mHe0zvSuHdaG1gwfWypQTfZ5ISYw5UFdqXemtsXTTlKM2ONzAcra/bxf3eWsu3uoQZ7i2rkRn0+ydosimd9R0haY0bywSZRFJxOzHYD+EXkY4lNYVyjqSKdm1WrpRbe34wshUt7qynO+H5k/vllwpUjatvyTk4n6I+Ir04/Z08IAGhMp0cyT1Tl2tTDX5PCweiFrF9qU+X5aElgy9IzgzuHdqb64N5Kuhd3pfISUO7WjModW7aA1BU7s/JSeq5+OmaQKsfbyqlZe11kZZf/zO7q+XGmnYSDZ2sZ+D1kpavJasMRJjqNB8v1XtnO8f6F2YpxmRZKAUyUSje6e1xnk5W8IhZx7U8NjTqVCmPJ71PM/m/5ZEnq273nJ/z1odYCuZaT6AeGewIcsQyYoCYv54W1czr2rgT6OiHfI0M0knWUM/u7fun4EBQlkSh4PtadbNrlJctqD3Nlj1JWdUEi2aQJSCSh+MrlKKMdzmyUE4JaUJ2mppMC+9T27zjWHhnnc05yEjCxzzTC6e0FVj0Wg3JuXzh+cc8uz7hc3Q5GstZaFlK1mZiiW0rcTRxNq7A+NFcIHsmXwoLK26XqUb6+yadN7u2EoN8XLvz6rZ+MzHiFO3vW0DX7ZkP7vXtj8icmEX3T76+nj/bt8bTKRHDkgAkdvP42/bwBTxc43mLdF9EFEyVt4q2TWd1FiFKQuyRKl7B81MWbzJzSYPEgSE5JUiEpu67k5jb1fdFnjQE3+g9C3pNq5lj5KsqJpurcVcOzmC8NlhxIvxfC4qAQAhMzAZt5sy4tiNMRX7vj1jhk18jPE8fZSCvAzBG/GpohdP+IlrOb5bfcJtLLRdN0bdPvsytpFfHubl4CXRjJON94xOmSPIdzvMxqDuAbhJMLAwPdqWPBuahrC3nZOOtbHhANv6uHCzdZv3cV2XSd5xWy/v4+7l8dKYdzYZooEW4OV+u3vl5+Oe+9vuar19gtl+QXVdKUWRZGUHtGZidaqoCw0H+JMkW6DqE9gywP4PZypp3bRaQpA2u7OTsz/QQSzxINhPKQAtUR2irIGBqIMtu1DJDZz9K2bHODfnG0aokjAgaYTsEYzAxoSKuMsz13GtQzzLJ0JsykE93BvVSxH2EOh2o4B/3gOrhEQ8wSiF6EoTX2Bq7BjTHnE9J9dxCkAhOCwBtF1MSbepPQynB08af0dHV5beLGuE4OJqeAlZo3ltv99hA4K6DEc3tIwCH5um4k6WAWAksbp2sbK71gJUiuFlY341+H2qrZr+U7P7EcwikYQ6Rdu6FUXQ68wwkgNHj4zkeJY7KyEgA4ALENKeZcIyI2tq4CU5UdKYspDUSgytXCe74+wUSw0Kvc95D3y1B2jomkz9MgNgv5MNTApg8nKH281/AwTsOkbMjihOuX2veEHv8MjZS9UKqRROz54xTYXT4cjt7S3Pbm95dmvg0fFwtJKO45HsTvM8TcxToZSJacrD0bbyAcuIGXDEtknB5Z++qYzfDicwduHHz2bnAO2eW+rQRTeBRd2+IzJo4zPe1nag2z0YDTJs9WA29H5xnDhPm9P+/a2hbSUsiwQ46wFfAKW01UEpDcMxzlNRtAVrblcKmjKolRC31unhA3qgIrvL2ub/jju685m3yf/4vu7/nrad/00c38ejXdTP7z44nOvto5dfG470bk4M0SksuO+79/s8SojLJLhzLlb+2Lt1Dv3/s/c3vbYly5YgNMzcfc619j4R971UQaqkQiAKBBJ0aCHRQAiBkOiUaCF+AuJ/0aVDgw49GrRo0aNBozpQVGa+FxHn7LWmu5vRGGY+59px7n0vMyPyvXtvzatzT5y918ec/mFuNmzYMDgwK8/JWoIBG4y4Vhr6cWCMg925RJbocS0FH63iqBVdQ7TWwkDaHxu7/+rK6z/52w3/4//0C/btjtoak02lou03tH1HqQ3dHL0TRJXwSagR2eGT7F8GwCzrSX2iXNdmIVxtBlGgqAWI6utsUikrIdHnAXtYZN55/riRCeWhI6DKoKc4k3dwsubYGbXCJQTataA0BawFWxi0FUIwwkcm/CJhNSdtAxxVKlQGbZSTjT76QM0yPVUMIwvOj079HaVrq0VfdD9UqcsEG2Fv6TcUPaijOAbGOMFs6kZRR8eS/ZWBKqL7VtFVFm99wvugPxM2yid9OhOBF+pQPj6eEBHc7vfQZIwS++iwq1oIFFY7TboA+1aXGLMI2fqtNUoIgKDPGNQhk9DIE2f5Sp7pyW7P0mg3YPgMf5O23CYVJVvj+VSik3HvB/D8wPOXX/Dx8QF3x9Y2Moa2HQBYEhifnW2786Jdpk5UbRW1V5gfYZ8dpRbU1lBKxXGwi59Gg5oxQ3zcTu3GTOZq6DVZalqhoZWNcl2O0FuNJgBuXNtmGLPDdEI2hxQluF4EtThqiqRnU4EZgJkgOp8WFBHqF9424PHAMbk3l+8sIdbsDgyBd87z2br7n/gKH3LhAMBLkIzLz9ffksHweYAK8OsGXb86A+PHcg2kr87p+Xu+JuIgmcvnzHesuEzO169UvURVCpgUCWMT8R9YNmgGMYVU2jWSGeK5g/mP7L6MKBWPssjzieMeXpJqsgCDRViIvXs9n+mqZQDBsfRLHJfjkCL4+TNFMoty+pKDfGGxxCQt8CgBj7hHCUDiOoancxHP8qtj+vNkvsaBr3v86jHmHOVnhL+2/AGDZbfc8yWMFdez5K9kAVsCD/b4hbEdY5ngWP778/2dqMA5bws0y7jXjDpr33NXXjZGSH5cwbXr7z8HiP/ARdxC1/qw5V9jPWtiAq8fRzvIcTjJLr/n9TtrHgGjH3At8KDKKrAGJFHQPHi1RvmAvta3I4AiquNRpCy7X+nl8NYEj0TW+wGDiULdsUXHtbVQQwPj/J4T7V5Bfj5Pfm4AVovalwKssQkoahhlDmFXSm5gjQ1uZG5wDIJSV5SOmWd2XFhsFKVJ+X4alxO9liKrDCmNVZrXRHQ1gqwlNnsRBCPDocb8THh2+QA3ErScTlBSsYEVuCXjBp4oLL+f8aPz84AIJHx1TzvLsyYDyQWdG1ohlXyh7H5hUTlOYEvP7msEF4V/RoxFWMjsDOMAg12nI2XmUDX0HodN6CVxA9dgTZXzoFTlAYKa1v8CZMbaCbHQZMil8Vh61w46DkI0X8D2tSQX2HpPgo98NMEcGqCRn5pDwneszhQemZY0iEvLqMZYG8s9L58v62u+F5auxR+ONKKDIoFc8Qtw8dd0qQC1Qm47dN/Rtg0//vAFqoq3tze8v73h/f0db/c33O5kItXaGAS2glpIzW8BHtVW0RI8Cqe+KBYIvnKj1ylZ03zx2FZ8Hp0Uz82aN36lM65fiQMo6USkg3OhDZ+Ccfw/A8tcghos6+a4Bz30z8Qu7WXlsgE8syYOtw4ffTk+7Aj0yRbH6yiE5K9/AvRm+3jerccfCSFbl0ImRzAlEGOqy69wsL05LrRqv/oWYf8uI/crpyK7V16uF4cMaz7yx45Xwe/TYf6eoxY7LbOGn721TzfGsnBLrWB4tkt2sjmufmKmDlr1YBiRCdcqW7Yny2FvG57PJx7PB7Yos8yOlq1WtK3hW2v4WgpLmY8nn3lMCmnn833PIfsrv/5b/9GO/9l/729w226oW8V0oG4b7m/v2PYbHI7xfMCsQ32SnRdsMR8HbB4BFkTXzzxbRQCheO+Y1PoBHCVAXjOH2YDZZCJJJZJwTMIM62i3tzPgiOSUuK8zdgVv8e/r7+3ifXPdRufYOKfMgWEMFgQFLdqsw9na3jCx7RXqhh4aRlmqH61LEJJd0Pi+4/mEbgmsVCQT08xQKsEjn/3F71MR9GnoPVq7CwW9syMdQNFvIJJ6KWK7bSilRAwo9O0GS/jEwucyntWeToALntEufrvtUCjmMMzRMZwgWKkFvU/0gxQpdyZHS6kXn08gTgDLxdkZMcHBuB8BYEcHdpxB7kvSCEg2V2a1zYE5yGCt94ptb9DCdvbjeKJ9+zv88ss3PB8HBIq2kUlbKpN6cxi2vdHPi7mnuWYhmgDr3CgKygVMaiZt287OdZYJXoEURYGiW1/BqIGPQgCQYzAB2BjwqlDdF1iAlVATeCnp/OBxfGDMAVeD7k63rjmkAsVkuZMZmJl56OgVoG7QRtaVtC20oyYhC48ENhw9yiBZjk3wyMY1svjncJ022ZdPGPeXe+RyZfITn39+AaE+v/57AfXZhfv0U9YZB0TsIAH6RTA1g+UYa399h+Bs+sBVv5jGsAkTRSmCWivGOGBjoE+HzULY5Xp/OqF1RvVBgoANZxWCIeuFT6ZW/BsZh/n6/Xku52sjpsl0+PLXELERb4brT2ir1z2mU3JWdywWuacO5opaF4D06+UWcep3r3/EAf2rl1zhiovf6TjvAbFksjNvAOsn4HOeMYikWgJoK1aBRP7ytbwrvdZcu45Ibl8Ey697LiCs853X54n4Em5s9vRp1Nb6zbg+/Mnvrn351cCvD/p8PwD3RDLQmEyxdea96I5mnHg5X7Px2Irf/th3/0bX7wIeCbBAmawTtGlQcbRWkG3WS6lszWwd5oJSW4A+GrG6RAQVop6CJWh9jjsDiFQbz0PirKHV6MLji6FEcc8aaON5mF7iKWo7GJ0sLQkOMDgSCOyYYSiY1eDzxCZZ9IxQ3ShyCrWC9DiB4CrEpK1SgDSEKLkB2P2LgQ5dpWUcIojIzB8AuBnmpCi1peBqKkor2D0HkQmZ7GInVbCEsEPHJDU2/HIYnE7AJVB1YAFby25cNpOHsK5jIck5RwIGhHNE9jPGWKWFxsm5YVZJi7DEqx90itmpxTDmwBgdrdTz1gIASzYHPJw+sVVWWAAMO15t6DIKAKIbAsdBwZR9lqyBzAbNbiuC5h2mBX1Gmdxqg50C7zl0efCR+dWKxbzkmojAOG2uCDT0THLeaVQZfC7/RgRYLYOZNaxbZXeIsaH3DrdvfLYsRfts7+NsW4Zt/ZXsr3kaKClByf4ruwTA3lDfqW20bxve3u643e+43W7szlMJardtw3a/oWjFfmOGtlQyjVp0Smytol5FspfOGJAOlaxTi5d1B2pojzmw+m+vW1xH6eXG8wB6fS2/5tQRyoOdF8s+V9IsmEc+J3XCLBiOAUiokDEoEAa0SDtsi20EcWpNuDPwHUfY33IGHJfsC//qwfc/94e7R1HyhM9nPHXsVREgtYYSwM6gCYlVx2d7gNBuIUbtQACkDNx8jZs7tWbczxnCmp/LcAbYnl0UOfZzjetczjkPtGu3yut1TvulbNqvThlivvidqm29MdmcGo6IIYM2WQkQVWV77ioYx8A0iR4yBW4FdTAAt9lYhh3A+xTqldxuB1tcW7LCEKKkjlFb1iKBted0FE9Q87+68iIbpF4CBwKf2TLdwHWnzpKzBDM9dHp8zujQWPE4DoxgVpegXhxHx+gEWGslgNO74fl8oD86HHrapOh6xu1u7Ix4CRZzbc8hK+h6Lafg/VHDY+Ls6ClAbZEZtVWeV5SgRdUAbPzCmDWJ1xlsTIIDcLZ2lzv6HBynjVLHfU4cR8ded2w7y7pYBsZSsFrZ0bI/eacWrAR3xZyO0blGpVXUwvLMYRTsfn79OIFbIfuk1IpbspkAPMo3jGDL0E8LoDaYDB5j0/vAfruh1Qp4lHahY5qhz4m9NAp7O5OiBkOrbHqiobXnzpK63gfcDSNK99wZaLILn8G1AKVG0jbEWMMOFgGg0ebeyOwxsNlBCaNvocfSjwP98cRNCmpp2LfbYv+4CXxSK7O1HeNgt1j6xGETzGFKULAfHf34gB/fqLpgjh+//IAvP/4Bwwzfvn3g6B377Q2lNUw3mB1schId/YoWeKkozuYmAxKMemAlW1eC99IuPILDtJln96uoEpD02U9QUErFnIbn5D61UmH7Hbf3NzztiW+Pgb2QyQY3oNLOTZvZV2IdXdwvv6n5+He+HK/siixv5j8yNjr9wWtZ2emhXD/t+9cLWLbirPBBl95aJH3E4CqY5UCKLND/jOSUfY8RIifDcL0gNBHdcfjA7oL91qDY8e3bwPE4cNgDqiw/THdJLGUxWMI+CjXkpABZonXKonjY7LQjeNXrAZBgWMZLGbMWDY1HdwL3GTuG/+3mlA60iVILbHXBuI522JVPIMeL3/46+uvdfv7n+ffn4/kSIsSjXP47nlGykuF8zfJg5bP2jyzbeJZQX6pz4jY8tGVWWOK+RKV/BcjIr59vAUhpr9d9etg5ys0k4HWSEOSSvwuRkxc/K0Ab93UO/1GA6NM4xifQT0s8A+fZmY0MPIEFJKaR+w4LoPVc4/nV6evFc1uQObZtx3E8v39//57X78M8ktCRVaKm2a5dQzQvA4Rk3EALIAXPo7MO2i0OP2qquExoo7EvWpBTfpaITUzK1LOGG+nsYNH1r949QZfzvy84Qdy+QIqczCY5F/VM8Vb1WBwEt9gpRNdnLuCish0tBWNnLJCz2wUEFFR0nK1MEwiArMVPMCa6fkiMbWWtq/jE4nJpgTaF9WAJmZHeh1NU2qK+/0q1E2FZV35HAkiqJ4Dj8JeyuQU0CJAMnQxwmIG0EOKMxQ4AnhpLWIFF1qMWZwrRkKJUOAMmCObo6M+O+uWOUniYeFGUeeqsIMS6k5GmohSbjrHIKSuVzsfPv/QYgSSEco6rRLeocEYcSv2iQoMxnGDhYqKpAiBFNtuEnzX58aVA6G35WqPZYjIPF3eBOFswc7yCphoOXyLmUriI/aBAY3aKUc/DDGD3iwubzRwjAmUGEHEAOgFQlEq8sw8ksr32w9pCuRcULrbW/F/8lbakFaBtaO933L/ccX97I8Po7Q1/+MMfAAFaZdb12Q98PB4opeCHP/wQoIVSPF4L6fV6dicRYTtuXWOdh1+Uw14CNPohwsxNXNeD/TzQBFcZf/H17l8/o/v6kPV+0t24PgxIYVEAUA9g2wEB6yndgHkctPHzCMAoSdXJHLL1gKN3zP7kfq3s+IMLkJLPa/1JWxAaBkF/YmdEEczZ17jEYKJYsA3Fmc32gedhqLXCke3QcygS0B8ACrOeptxDOJmSABML0IpFE74428u2O88nM4WWa/ne9Rwi5weXjqF8xVIfW0kNs7TBa2TC2fw8jwOCBNHTaeK/CoBZaB/EzlVRVTFQodWzYR1fnyy4UlHaREWURLuzRBHA8ezY94kxOnVSxkQfDGC/RmcbCsyMNUbLIH+XE/7XeRWwixXBhkoR0W745eevqM8Dt/uG9/sNH9/+Hh8fT7RKNpgIu4qNOVGGsJx7hvaUMpgm8cswptG5LAQ0tw2Yc4M1RClb6H1EHOUG3N7+BtxPDJoTJIE7+kzGLufdAUxR1JpNP5g8s9C1kFIAaagQAJOJoEn7UBAdjZSCxKeiF9CdiTPKaZERMGcFdmoW1VKoXxhd1KYZan/i9sMdfTzZDWzOBZi2xi5uTDqNMEkESMwsyjD5rCoCOwjQHM9JMDikEtgWkqWx275RiL9tEH1CXeHOxE5ZQsMFMAlQjftvhg9E5hFBs97JBHt0B8aMCumCbQvh5ewK6Y4xOhB+2QKnJcpdQM1FdWq6pg8mAPF0R/idDp9jAYQzSt5qaxAFbBxYnapk4uPjgX1nidoYY5XKQ6LUsil++uknlFnY5VLo7/VBkGtmUBxliq1W+DxgTk0tIMoJo8udo0Kkh4yAYttv+MPf/AEmFDrfasWH77Cy4e2+4b7dsLcKhRP4myPOsYH+/IDb4DPNQVb+SigoSm3Yt4bDmOTt01GLYN8bHhb6bY44v7P7MIH558Dq0As3FEw0ATb7A0ECGHwDrDm+/XT8vgblH3FlMM3jagU/l3h0nUKvAXKCSrj4IX8COAKY4FkheMQSkPBXRU4/F8HumoriG2Z5YkJRMniuYLnZDMmEQOSyjNcjFtIMxj3LfAU+OiDOMnkbofNH8XyxA9JaxC4znq+ibnfYOGBFA8aipIVJ7mHBhQYebklWlQA2ZiT4yUZzM8wombXZYaZxMkcHVmWVDC0HqzWGDIjsiGGK8cq41YGplLaoKYmxZu2PzIa/gBZXx3HhSMsPxPls+e+4tXxxAjqr3DFsgQBsgBWvy5jcnXO3WEWfvnN941p/6wXrHtcr/5HJqOv69TgfjWjMH3mdxEfHs9np15050MQf5JMbxp1h8R6uE9rsOcaK768x1sv3++d7OmPgc9Bx+pnxHiaYsBKWcrvhf/mf/W/xf/k//R8xx/gHx+jf9vr9NI9IIgWdUK5x4jh5qEqAOAWiG6SwbEMgC0DxFDSFQFAozAoPdN8xfcKGwb1iTtZZzzlYPibZqUdXtzTWtJ4LEDgXB+w0kAKgiKFslZ1KhBkqmzOcM0fdNu5tIcgCZ/K/ILtfMOvgkwjnEq5WUplTj8gdcJ3onQEVO53FvdkkOKQSoJgjkdzFrkLSqHOhTpRJAUMv8buoZ59mKMUhEsGFcIaKg1mhzIzF6Lg7RjJmXiLTPDTOhc25lYUg817CkIZzBmT5HbsfTMVqI5Yg0Ridmi+SKHveD5+VQq0H3HK90PExI9NG1CGtUvByGscvnGxRZetZp9YQJNg54RDbGNRLcsccRxxkGYAVYpxeMwxm8GixuAG29g2nyIV6Dhnbp/gxywYSG0sQqeQA4BQbvhoQ3q+4Q5bcC9vLJgiW6L+JA4WsPhHFEVT2OVPLAUuU+fQSAIWiNWapp9RwNE9E3CxB0z0M/oSFiOVfxZUPqgUogv58ojw27LcbgAAwbOL9/R23/UYx2lbxt3/zB2gEI/f7G8VOi6zMaWuNpRRVAkyKvQ0/Dyk43GaUJKbDBEB25CTyoD5v93IGQsSQGguedfb5u9xXAXusX646SwA2gJn3EyCSOWAHg5R0CEaw7GaPAOVJB20ywMwONJid5SxFyF6aPQCKBqhS+w4S5Si0LeP4AMKl8gSgoia8hkDw8/kRZTJE4KoWVBuoo2AUQzd24dj2hjY3tH1nuUuySvPctspsfQwku1n5sstT8H3I1D0ApXQqgpXq/mKvcz2lY/GnFt1pBq4ZqZgWXR8Elko44AUu6Sgsd32duwUC0zi3DNBo1VSVoEL0rQtgIgWCKZhcCwOmWhQWdvLt7Y4xKKotoMZMH3SORRzfhEzXk4EUGhR/NYbjH3epFjTlGM7DMdQBOYAyYD4gwuBTC5MhKkJNFhF0sJV20YLjGMuBn5Pn2Sa3AJR8MbdFqNUioKbL0Q/6MMZuqKUYoOz+BiiFh/XUhZxzYFqeqexqSkHkK3AEMLBjEhH1GzAqpgFjGI6nwbpBmqBsG4o0PD4e8GAYCgwoIWT9/MCIM5md2VhG9v52jzKnzr12YSuPzrITMlDO/TdtwlFPXcMxMcYDAsEt9Of2qlBQJB4O9EFwWjS1U0rMBe2+joLZAZGKUjfap0l/lwzpebLwjWVpQMEYA9Ydx3PQrwmf8Ns3BtHTWAlfC7BtN7LFhSwLG4YD/bTLoT+WXTtLieRElFxlnKQAqrPLomdgNCm1ICKoquHfTcx5wEFwbs4B77Qtx3GEnThDCPpNA31O3O73BTrUysTinIbRe7DhmQI2KdC2QYzJ02mO2hTb1jCjO64hk52RaIHAJUoKnWyzulfo1qLkMs7Hwgy/JD/Vgeke3ZPmMo+qgtY2vL+/Yd93fB2GgWT6V0ArHn3g6EwY3hq7ppobHuOI8kpDq8li4iSypCTG186UsQiwv//z6FJ7Sl3E9ek8ulZkrJ+l13D5FTE4hVV/AZI05jld+PTzE/x0VVSQictKg4gXwLVgUY4KDR9YOZ/s7JlSEwDPRwtGxsAIUWzakoEiwBgTY0zakuOI7msdo3eIb7i1hmljaZ8yEQxUbPBWI+Ap67xNhyHUS5FkEY0EWx8DYmFDonO1KCBzBLivTK7bhJti2qB8yaqKwQkYedjEAOQ9oix2Hpj078wiqXNOTMZiHKMLMIITPIzhWxPJ/I6QoRNLgiCZrNcAySCiH5NlqA6sRgj5/8m2cUkgMvKDKoyvcgF+Bk2u6zR+H97dGbev9ZQfwc+waS/rMJ/aEHFurvssaUtw8tMX52cnwJnBajIUEWM4Q89XMyH/6XsXECav93t91pRMcHeInbIygKDE2TvnpCaXFJAtO3AF7XKvfYLhfpfr9xXMthFhdix0BEIs/K85HFJpGCh8mBtSQC9Ho5SDTmsa/RLdC0QEVYDW9AK0MCukqmvgAYAZlb7YIlkStYyjnkbOzDBdcWsVFvWkHptPEq1MoclcCNHWnTaF320BvpQoKRFV1quDjBOzGI9SMH1irTHJbXii8QYGIDlOZ1jg6z4UgBaPgypplLIyeloKim7oTiqzZA2xxx4yRbWdGjvSYTJOpoO/EAJOwAiMBTiM5wmx6K0x92fRmofBTV0O/jzFFXs/1mc5fGVRVQXbvkN2irbamDCMOJjPshT3uZwhd4tqnrwXX9aBqLFBQ2sGCJApsaDWADEcI1sbCwNDBVQrnb6goosb3BR9CQQrXIXaQKFaK1GW5DOBt1hUQdskmSLbS/rKEp7byZFioRZgDqLTjgSKJyIoyIxtdlVBZEELamWm8JV6HIe9KqrGRMMxZ2al/ASO/AZfgskAy30m/mquqsC+Abc7yrbh9vaGL19+wPv7O97f3vHjDz+ghv7D7XbD/X7D/f0NNiwESiuz8kWW4KYWwdYi+AtQWCXbiWaGKJ2qV2CxmL8cVO4Iu4cXJ/BFOPcVk1wHrIXTRo0Oi+At1sfkOhW+MNbtBAIkyC93S9F3fiZBhQEfAzYH5uwBFhmMkRayMtnEIN0gWjF10DmSIIOL4Hh8LOA/y9dyn4xRoFD047G0jSCKWQqmG6ZWHMJAqRVBMUANmE+HqaLMG2olo2DCofUsZ4vKY1jIEliMW9o+rL8zq3/RfXBf4+qfBFJphuJsWSWt4QBcsk8iZynGK4Avq949jzk3Z1t3pAN5neyzLLGAqR1Pkxa2v2iFYEAVmNNhRo0I2xpaBOYZLM7OFtT3txuOfpC5Emvu+XZHPzr2240lNfuNGnjH8QocvTijf90X10g4qubcLwhSNmwlO6oAWlmynABzMlxEgAbB1MKy9fCX5hwswUqA1BSzG7qy5Ot23wEB29PPgxpIldpDogNJyyahkmDMEsVf959l9Fl6e1nvKylXgFqh1iHd4GDXtecg01Zk0JUJtgp1TtiNUWulA+0FNgw/fXviy48NWgoejweO3gn+7DukFOy3HS6FZVXA0pSDnF3YRAR+HPAxWD4GAEbwBO7U+Bkd8+g4fvoZP/7hhwBuDEVY9l7nE/Ls6LrjcTyhc6JqwYw1rSvRRyFyd8eYBHG90JCM0XEcB45OhlSrio8Pg1Zire4EZbdtjz3GtunTyYiiePckuLs1aAVqnC8nu+RS65NovxvUBGKOElGZrS3JsbcOePhAc8zwtWSdQSrRsEZpj57PI3w27v9aWfrV4xlniJHnWVW3DbVtqHOuoE6EYGVpZGMpBFYK16IUSGuoG1kiz5QwqPTNphmsH9i2DaoNTYDpcQ6YU4N1DPQ+CSJG51+VAowB2TbU0pYUBW1yBYrgOQ40CG5FgML4xcBSPAcThRpBKH3gCv9GUW53W1p+mI5j/vPwmy6895fLjEVSyJgMF7DBDdf0yRLwRbRJf0l6IN776d84Y4TUpOL+oM9h6dvMjG8oFyGXc1QgoYvk53kZ+l1zHgRl5gBsYgqwgV0Onx/fqHUVunBzPGAVUN1IRjBn2Y87bCiGAM/jgJTUrdwozF4bfR2t4Rsh/Hsq2lYhUD3nhIkFA4nPY9FZ2S1KPkVgU4HaoMVCby3BA2VmTkuw/K4MIyCBdusW1QOx70OvTVZZzTkpZ3XJFXy7zg6gJVlDss6ZHPfPK+bTxwOX11zcmZezX0CwxSKhvxLm67y4vCVBLmA1K0g5k/yC73kRn9naa62u5k62EiIrkbrWPN85o9x3xWagN6UJMK9bIHkgt4akf4eIE4UkkLNL3HIB15/zfY7vPlD+PpJ/1/tccyj58wv+8Ttcvw94tAyMhZMfjj58Zc8dzGSwtv/qPAkPiAgAmLmJ9tVzxIQn2pFBczjBqpcNd7r2El0T6ODm63TVa2eQsmowEYd8MDVyMbHMLp2qS3CG+M4QY9XUNwqHPylyJdChBQ1JbO2Smjq5pgNgyVjvsoiyM9taLg6sbglZo+7XcqIEc+K+ip8R0Pqk+O8FWCiqSpTinZssb8YimyClweaEXKTqcuzEHT4tGFaOogyFkyHDTRtxHi4sg6IRfEZ2yiZsTLg49ttOp8BJ7Sa7iPXSZPXEIR2ZLRp0ljQuHZkFL3OjlbUuuEbKGl8iYg0CczIhAGHnGVU0aXQIS5SsSYoDB1PhBaCRVdpGke8Yc+NYmdvqyMKDK8X6BOehehr808ny2Et2ZgbCMeRrJ1SZMRGhppLbJzH6XCMLrGSAoMrg0ZHAmzKYDiOZR8ifZk78JVwxpq0A9w3l/Qva/Y5ta3j/8gVvb294e3vDfttxe7tBRNG2hm3fsN8olK1NuW7Doa+toEb5mhSlSOzaA5xGmUAgCwRBIwjMIJEirYaTLxtHeu7Ni1N4FaY8y97SMYh/hzDDojHnH4DIiVHg0c0DmJ3APDCjtjrZaWdGzTEeDwJG4cTNMeCzx/qNEhrGQnQIikEKy8UIvtuyx/35iHUYqzTHxSekcx0+v/2MaROiFaKKWhtgO7RtaGVgSsH0AisCK9ROUK0QTExMaJW1CzIgz4zAkjW4LIsFZl3970tGzIFgtJ/j/mIjPht3ztApPCpyAn+v3gWw9uD5TlwBpuVAXG85sv3zFKN05X2on9nAdGZVFKU6mayloJRsqe1QNGyNLIStNYzGs2BuDft+w+32xJgFx/OA3SZ6DCXGxGoDdz3g/srxI5aXUQg71fI1Fhxbn3eoOBlAGaCCNt6NZRktxF1NJIl53LoGCmxrPYMBU/QO1MrmI7VUHMeBfnTAgbZVtL1h9sFW5JVt3bN7Vp5LL1GhJONbLz+PNarAdCYDpQJaBrRMTOXemO4Yw0L7TZcmmY0oFW0NMiUYjNlN1ZbdgVOfpNaCuu9RmspNcz2LJf49bFJ5IPSiFIJWqGHobjh6Rz8OHI8HjuNALQUCYCt6yS6z3IyszI7aaRetgmBsI4gFpW+Z9hwzWJ6xp6cZWRF9cK5qQasGNOoXqgC11KXfBD+DLpsT8xgcqxKsVlO4Fe5j8PPpUkUJu7IEEJJ+qkdHsuCeJnvLEMEqSwEtWIOm7fRXhZ34VBSuHjIHXEOru18koFQV2pLh6WDzTALSt9sd5sF0kwNaKvZtw6i0idOifXot0aG0AVLQ2ly+93Rb2kpjb2g1zm7wnJhzhpA7ACczjWUkfP6jVbRtoNzuUNPFYhWwqYyEJl92q6vlXFvTOtwHE7WZBFLgwDN0In2VTWZ+45/8ChtvmsDBhfmQ7LPLy+m/64pJz9/J+iuBBZfU+fkj/mHaEABQCbLYdwAOi6R8xpBXnZf1jgAIknEWpbQWwJHPSfClKsbxgeP5bfkVKRHhPqPcPkchJC9UyJYTRjneNbZtpX63T3atlIJTuDrGsLBrJCZJFK4Z4wKOQb8cEZc55USGGbR0aDk1eaVUaHSFY6k9NZIYk2asePr9lsn5CPV0CUbnPPIynwg60Mvxu9yMjB0/n9GfplSQZVu+zgS5fFnutwQ2Lq5S7J8TuPL8xXfu57ougIzlcu0lISD8Lr081KfPW8W7sZcF1/Ps+oxcXUxwEqyHMV60AIP5O66N5R5mDP+da+EEvjzNeM/r2n9B3GJOr+CaQuDqED2TcZnA8RAJFznxgt/j+s3Bo31X/M3f7ni7b5j9iVYAsQERCmbnGpw49RNg4U8G6KIBGiU9bwVEcho3BLqLCcxZwmBjCXUDefCBn1kqxZLFL+APX6cxmRa1q0nHG6tOsKyyA0mnThWn0F4sCLn8LSeDgAFZlgnpGXREcJDtjq/aNIgQMGmHBAPkJVDxZXCxnpPIquPsD5nobJrYZOm8CmIDBEyuDLGzU49FdxSEkDVrgidIya3FCTTJfAlIJybb7so1zIkDwan9JJmxBDdiSQfPI1A1Bs4CdhPRrUXZhKyaZzqEvhyksFbc+u6Yw7jRINFB7TJ3ogTAhHOgUXaS+FopGvJWAhcNsXOWdbxE+7iUoOTQK0GXNE7pXMcEpFWOUp8z+CbzLVvtltPREF8HNz8/55VgYdbgrnGOsaWuTry2BJti2ZRFbI23+cWYXg1sMKT8/J0m6vuXeuX8tgLcGuR+x/b2hre3G7Z9J+Po/R23+w3b1tgpRgkUtY1d1GppuN136meootXCTlVRZiIlg8ELEOC5T092jWV3M/gpkO8nDf761uteiwdZ/5nBR+IMa/qoqrzAI7kCFtHu1tzYqTEAW+sPJBbrl/1KSi3LdsfoLCudA5b/nWy1oG2bTTpLtQYTsC5wfgYLA88H1pdpOETumP2J5/OAFsXx7Ws4bdQGmaUSeN4GWm2wUjHLhhLzStanQGScTrEKg9KLBtp1kM8j/nSmPGwlRNbvzil5BXnoM2QJiSQ/MD77dH5wfb9f5jHnUs7Pvr7hFaS6HBbrL1+sCIB7mTmbKAtIf1KiEYMAtRSMUlGjJEHgMAFqpV5Mqyxde1evAAEAAElEQVTRnLOhzYl933C/3zHmwPF8MvB0YEwD6gHMa1ndX7D9+Le4SH33ZQdUSnQ7jXN3DnQxaN1iFQTrKNh+ouxIxSPQCRqFvjyzoQFQ51nsnIZSsFiRbBEcgb4BxRiwsFSxEEB5dUGAte/Df5qT/ls5Eye5d8zDt9MKKRWilXpgqc+U+y/+AB5nDoEvBYkILobWyLHNRhRnW/hI8AHhN+DVQIKNU+bCUwIU0UiYoWAMD6bNwOwdx+OJcr+zDH6j7SaDaK7yJ41GHKYBTIvCp1LHbZQoZ+fImZPZ3jvt6PNx4Dj6ajSgpWC7NRzTsW0FJfStWmu0p+6UaIixn0bwCO4YU1FniUQDE01zTLjUlxIHVIO6nyUgDnjoRS1Wgjig9I1YmkJ/zbyuMc2k1uqqF7pBADvu+kjwCCilRdMaMtdm5xxpLdgqBandqc8lijgLgOfzcQI5Ua5mYXf2feczJkvNRgifH5i1QCrLgdgFblB8Pti9Po2ljXAUCHpnWZMEHdPdoow3ANYQ6pZCppPWDcUMcxb0wVLMZPJkox7X+BP+2jpm/hmYvRVcuv/KFC+f9YoUePiccZ7lugBiDV08SRH5fuPQl+8XpP8JSR/5vA/aNw+9T7BjofrrR67XZzLao9Q0QJsAkex4oFvB8fiG58c3AJQSqbVg3yoEjt6fTDgBEX8ANiv6caBsG382BqY73Fhu72NgaxtK2SjBElIr6k67ZsYyo4i94vSE+wg/xoIRqoBH2bCxnD/97No8/BKsGELWOJ/ugQCvIINHJUbJ0jq+amnYfvYrlpNy+o/nWJ/xSr7j+v0XnlH4g/kvOpG0Hys0PteMXCbxugb9E/wiVx/KP9n0y83EexeYhlynl5vK78onv2AG5+2kL5Zrk3HgTPa/Gcto9YzTVUI2JO8xRuNlDK/3efEhObznTaVflqSbxADWPef9rljW18ddh/H3TO7/5uDR23vFv/yP3/Djj2/o337C214g80AtoavgNAYza9DDSWLcKxClXs+ifBkwxSFzroCcGeez3XzvPTResHSTApOKQAi4TmOei4mE0thHG1Q5F02WB531++AGdwST5ULry1+nc7XWgaxAX/QEpmJZIpVGpAjpwflcTnFwtrTGudljnNIIAOfiP0FYWYEWb29FgUjGD4GI2ESSG9VWxuBqYLI1LpCC4QijPFGqAoW03mkhBh6HkReDT9IfgTMgXWU4oYMhMa9FOY6WE4SgaLJkHaN39F4gRpRZQbDJHfDQvFqi0gGkEKiaCLwLNQ6NFV4Zu7gQwKrskhEZTZhDSqTm475J4ccJwFwPvMucM9MUpEaRBYxC41CN7D47jWCVoyWqbWYsNyuXLnsidFygdNQlzHIcnhci8crUJMGSX3125jtXYP5XrkdPrwIrg6ACdQqfxhHFzCf0TPb8xV0SYhMV2BvkvqPe77jddtzvd9zuN3z58o630EmolZ19amWGmF2LSOm/7QSX3J0tzUOsXEUDe7xIWjuWo84JyX0Sezj3pdl5mCeNRehgXwxbfKQtO5W14L4OG76uLMw1viO0BChQzXIFizbQmAM2J47nE9QhsvN9ANzLss1m7JC0wKMxMIxOXS0FNifGOEIwuwXLoQZwQYdqHk+Ux7dl+rRJtAly9Mc3/PJ3f4+ykSUBUWihOK5KxWiGfgzUWqHbBt0pKU1b3BiYQl/BXascRgE9/3BcXjqiGcH3y7St359H/MtqwrL5Ycazs1s6LB5vPn2LT67Ai4N/ftdn9+CzXtr3XJh8nzhLVRIUyiy8KBbQbnWitnEGBmCgX1qFu2O77dQ1iq/NANSM887xE3xESYnPyYzsOVj/1ZUgfWi0aMElaIrEQp+oG0uFuTbJJM01JCqAMVkyhmFOgBlqRdHtJdA4E1UKaIEqGSC1FvSwD2MM1CooleCR6glOZYbbQ0yf7JCJOTpEBFvZVkJrLWircNOo+q8ojUCYjYHSasC1Fk1kaBFXllgVbiwUcNHQmqOuE4BghMcmcgKkZtnpjfeR41SLwqySGeO+QJsErhLMp3YQWYzP44n9tsE99BHdoqxtECDaK9SVHXxEYJ3tweG2yix4e3FuouD56DiOjuN5rERl1YIigrpVPL4+cb833G4tzhNZ6b0SvkV2puP2Pv2UOemfzdkxhkG0BZOeEVwpgx36gPCHmJyzMc77VYerkF0tKVMgJwCFAPdtrMAWItj3DQ4sAX2PQLzUirY1bvk+YFES6RC0rUHmhBn9M8YITKo9nwOiBR6gvzuB6LYB+76HQD9OtBTAPDpGYxObOSZ6PzD7gRY2qyOYCpHIzKqDTNJOCIbz7poDrpwTLYXlQMEidnfoYFmSpQhzNCQAnKXuznUgcgoElz+FqvwHutZ5j0vQjD8dcGag/N3b99hhJ47wWY/49XPSNgQ7l2+9pjJ9nZUesaCLIzu+nudhnlvcXQKDesxHPzBHx3w+8PGYeHz7BcfzAwDBx1Z23Pc32Jzo1uHzjK1sTHbYex7YESWJxclm6o6uToBqv2HfJqRs0FKhzkYdPgfEZtxXBKRmcBwwj/LwSFRxzfM1BtAWiUC1wivjLw5RNORJwVmnbQRw0bAmSEUXbsYwhW8YPsdcZcf/+HUon16bwM9iDv1q3ZwxpPv57yWXcfVTE2xccUh+RNrOS5yV77n6OZc4nr8Kvyff4yQE5PdnktTFwMZcv779qx7YKwSQz3Gu2dN/TL/99b5w2RfJ1DpNtr88mlyeN+O7xAByLM4EfoD0nuWb+dnXh/l9bM3vVra23NUTRclfAhCWbLQbUBpEG7RUCsjWRidiOszZtUdRcMwBd2YORmQSIMxOsK1ofI1EZJ9dLGDwqRCZyzleJspwTrqyrCxbj0+bUGnBgqIDFrEb6LSkeFkCLKT3OqL8Cro0KVLQNSmtHKIASsDOACIaWSLWvUOyk5eAbZPP1cgD/OoJ8pl5OPFw00A4lvhbLr5gOpFJJBC1tZlEL4LZFwBPX+RhiXbYdAaAdSM7JubWLAEqbphDH9jldm4oie4jEzAM0n1BUclSBCOAG60UcC5FMTp1Ctwd/XEgRfU0xuYYpJe3bYOkflY4sym+mXNModeyOoswQztYxugzdKiAGVnBihItcDOiYrcFDUFdD20pOW0Dzmp5LIcq/1c3siGmW9AgF2RDg6BKauQS8D0NpKhAo4W4ui4UPNlHdonEXCKAc1ulkMlaedWruFi5FyMlOI1xmDbJXc0DS/+YZ/CXcBUFWgW2DbLvqPcbbrcd+23Hfrvj7Y2so7e3N4JFtWLbdtzvt9BbSPYkMPpELcyStqbsFAjEfo2uWXldMhaIAJHOB9l5xIkiC3ytTM34IU+ktSOvmlWhorSAI8fZBbGcndsCrDJ4gEcnI5JNAzp8TvTjSV0Bi4w2wvaJYmSA2UcI0YcT1zsdujkwNLsCOdQcFY4mjoIBjAhwp6GMgY+PZ2T5HVIVGq2QH88PPI8nSjRPgChKsbBJk7oUzWC1ojiDsylAPQq8cc1PZEqY2noINoMDCL8CirKwHAZt6eXFFIgAwdpZ70Vuf+6f8/9jXnLs/xg+FO8/P8z5x0+x1V+7BbzJFz2A5ezo6WTktha8dERJBi+MiQ4Hg+ha6vp9UcEcgrENwB1/+7d/g9u+42P/hsfjgdttx+22w91xu99x+7u/x0/7z9i2Dd/2DY9/8/fAt29EzadRgGmxeP/6rq0o3rYdb/sbpAJzHix5UFp0I2KDbhPj6LAxUVqUT4RnmV2e3Mme6AfPSHYMa2iNrEiLPTVtorhBUFe1uiq7XLHrq0FsLha4JDgDAsJ9dIwEnAULWAKwEhdLHiD8h6oF/aAWSdGG93uFtYZvjw+0WlCgePQHpk00LxDYCuirAlI0wC7BXhoe/YANQ20VrdQ4wx3j+cRANKkouCQiI0ATMnkiH/kZawcQ+6AUtK3hPnd8/faBMaL0SYLdFXZ4DGDfz4hZitLWTJaZFC2L8YnLGK2o4HIGJyt+HB1f3hvebje83e/Y9w04DvjHE6LB0I5knRZARbHfN+w3gu8WQF7vA/0oAD6iM1s+m8KNAFyt7HA5+8CY7N4mEZiKFBSPwFmDmT1y0BIgon6MloL9fsPtdoOZ4cARwAwAULOT2qUEaijoPjFkYN8avJwsa3fD7GRNDTMUJSu1topSWLJjRm2Y2hp670jtF3Fg+AgNL4f1iX4QoLvdblAAXyMwpI0MRlNgGX16lAQaxlVnsFK+oI9BDa5Gv16roIL34MNDQJ6gge4F6pPSlsr5LdPhv2evon/sdQGOXmJdAH8MQFqMND8hiWviCEAAH/hH2/Or5sxLLlYk9GHKCRyZsY07HJBIdqtAXEJX8QCDi4HZDzJf+wHrTzyODzy+fQ3wZEAwAVRoBW77jsfjgcfjGxlEWgEDjscHPr49cTw+8P7Dj7i9vcX+MhzHE61t9GeEnQ1pXuKMNoPF3kiAy4Qi9OYdrsC0ATeJBgXB5o9ksZYSjFFnkhwTmhUsASwMRzQQEIrrRykTmd+IOOXqD65ZW36n/5F5Wsyyf4dzOUGjRdLAeVatcwIpCfP6nXR7JfzWWKNmywaVKgTC4+bTl36RkvGTxXtd29mpjpdFWHMSL9b7P4E2GkzYZNnmtTSIlU54dh48x9RfPp9AkSQC8atxW8ARwndcOohxppb6AkLXKkzAIvfKdSx/9fG/6fWbWzBBA/wNzw+gyhc8vn3D3vibDLIhkbUsBZTv5GAWbShlA2xiGNsqKqJUKsAOCCfMF6Veg04aLdOlRDaM3RUcgNuEjrkWmOe3RqBzLihZQApLSnRlX3+N5IUeRYA0WphN0lpDx0lZExuOlqqiwtGvQZ8KqjSosI5/zIkjDlQVpUClptNO5z+DUndEu9M05AwvoS3qMClUyMUcQBIU2bvuddMSNBMlHRNoa1OwRv5EjMWEZR9gjacq244nGyKrxs4yv0B5I5iUuBckIm0OyIT7MwCaAfMOdAdiTktxzG4YxxNSGkqr2DfqL8wZbaLnhPcHmrI++Mq24qGUBtQBmzARmFe4D9TsSgIEdZvija1WOgTxKasEEIDPGWOma11eNy91/GSFjB4lkbVUDJsYEdRDDKUABQUzhSkDrEqGlE1bliCdWgB4fhxolc5UOrJ5OWytv1PLCsjAMl+VqLmWEEF1tjRfLLeLIJyKXDIMAlKFf2cL9U911ULR9Lah3na8v79h23a83e/48uUL3t/ese87SinY2oYvP37B1hr22w23/Rad/2hXbvuGfW/Ytooa3RQDEoZ4gkwBJYcdUmHJSK5a1jgnEElA1wIEkPi865UALgEdjTVkxEIkGA1EJ/mGETXSiIM/dY2cmmPT2N529o5+PCEemnDziTk6UvQyu/24FAJcj19QxoES4KWJ4+mGOQ6WNwgwbIbQJRlLZdDhsWgv7ub4+PoNvXeYT+p6VJZfPseB8Rwh5hrOVyWbRsRQEaUkoihx8I/nM1pIy7JtQJRwqOIYD0AKoBvECxloHrptpawz5aXV/NoHmhNylirEJHJLJcTr/EYO+JrDlzr+czbzS+IvOr35KXL5neWz5F5dLAICR6cg/+XdRSAFbOzgYctVUE3xnANNqdeVGiGpjVJrwbfygaMfDOCDXQchGxhgV67+dqd9jnHofRA4fzwJIKU9EbyO6V/J9X/4X/wP8D/97//HcYwbHrMCxeFCkXlxhZYGOPA4PlAwobYBIqH/k4xaRLt3sulKVbTW0LYbW6u7RgcdY9MRAaQ4fE5MF3iUBdGXSac62VC8qGMzcIzoaqtKpnhoQjjICilRCq6rtBoYMwyMFNpAZ//cEudZ2yu6AbMPPMcBxwxmq2G7UwC7ZgAyB/rBTkm1fSFzSYQsk+hoOitWgo/C2wOGjVqbylLsWgp024JJHjbHwgeYZNNt+44juoQ9nwdlElTpI7UGzInRO8bTTwFpkKWdZ6tOxbTOrjwg+KR+Zt+z7Xutilor7neyL1uWSsV+lqRhA9A50fqEFEGp1EUqVaCbwFCBKZCqaF87vnpH72wP32pFDUZV3svsj0iW8TssWLPUuqLfWVAgXnH4wOwDcxxL00hE0EIovdQCH44adpNlatnZtoZek2MMhQ+eeY9nXwBolrjamOjm+PLlHaaME+hrstvphAcjrpzl/pNddk0NNhXFz9J6N8fXn3+CTecaez4w58Rtv+EPX37A+/0Ndjhww+osOefE4/lcmpnu1HGTmDMVBUoEtlUBVJ6bCJCyDZgpZIB6nqqAAXr809u51HwFXkGjP+XTXYW0lzec47tYJbj4q+d7r4nQk71x+rXXPzwvfenGZtdSrxU13qMhID0j2VNrg8AxbMT5Lyt+VHFI2wAMPL5+wH1C7zfYbPj45e8h+xtkUoJjzoNMaSlRoj9h44iy+8m4EA63AzYcVirGE8BwWCSu4AozIUvJU0vXIr6hEL9joPcn5gRUOlrb2DWwRGmvFmo1HR33tw0/f3xg1o3adaXCtPFcAO0cqxxi7eV8Iv+5ohjA5ZUO8DJHr/MtEfdcf3cmyi9gzeUF018+IBQRTsZPVvS4c08s1qjICS5dbyTeb8Ko83vr8/qel4oc5HdGqWhqHa/R+P56l/i/877Tf0ufO/b+y3sT+cw6jqtffgJGKyb+/J3xUpb72noelQqpn5P+f+Rae2hFu7/b9ZuDR2ZBEfWGGoNfZUcVQWW9DkQrg2g4ShMMEMBJsMajZr9tBbVqINC+Bk8katzjcM3DiMH4ADlErDmeq3wnMseLbaQL8fbp58x5lL5F950EQZb7LgLsd5YzTVuZOQ2R76uj5QHi8Dv1MpOBHgdrJV8swgyvBrpkk5n+soXOwQU8YjB4lgpE0QFJNlrBUiVdFGzGpCU6nHlke+N5ArkXScDCMEGg6ErdS4OfwIIox5TTwsAjlUI0SkE8v2s9OzdRdkFDbKTeJ2w+abRthKZYgRYGVnWbGGOg7DuO44k+nmi1Ydsavvz4jtIKfv77v6MguOSmk9CNIMjDfR1lOwHuaCGyP+dAyPpAJcTNLQJGOccX8NBsCQAsOyWtMqOgzE8HpEJKWWyMUguO44lxdIwx4DCUZMLVYKM4sR5LkC8dsFxTweyCA/f7nVnQSecF5WQk+HTMMXHbGzS6zpgZemgQMMDUBajWUmAqGADMFcmfWkGmnwYVC1337xrBP9vr6vjc79i+fMF+f8N221G2iq02bPsdb+9veHu74/3tHV8CRGpa8OX+Bdu+Ydvacs4Fgq01VK0Qo4ZWXd+DBUwnrVjEgtrMf6sUdocNJllWPwIAJbNflXLEJ5KGux4L3Bb5qgz+f3XFhPtMcVSCqCw5o/Dk6B3jOCBwPP5//x/UbB0OLEB4wnH/csccEz9//YUZ73Dm4B6dTrCE4nvvcJ8o4QhNLVECM8jwhLK8o39gTJZMrg4/wd47eudY1RYwVaxfc4gxoJqlAIU6QzWAPdUKFwK3cLB82KJdbjGIhRZTq5ihKiOQ1S3x8ziSJn5xrabApENCJ+SkIxN8BVJAP4/6/HMpL7X4zqvHh7HWavLScrYLxkoaZO+1MNIri7ZID2viL2syoE1T6rjwjCjsDgVAAySYraG16BDVOHelUOPuODoDYiX4PactTZ/jeeBrpyPOM2AC/TiBpL8km/KPuB544pt8hJi+YjsapIIae9HCecwnvv78C7Q42u2GImCJmBl+eCOofTwe+Do3aFO87RVb27HtN7SaGmQAUIKNg/CPOtnZA7Ao2dDodqY1gzhq+1gAgDZTf62cfkkAgD2cLAutQgCn/zEz2Odan9Mg5hBnNyT3AetPttF2h0SteRXBI5iH04xB3ONraN5QqP3x8QixbQYitWicWVzbWapRxoGpFHc+Uu+mEnzwMdHnwJi0O0hWkDvutxvHsHcCycGAYWOQSYHt50DRRnsf46GR3BQRPD6ic1wAEeKA1oIWa15EyGBtG30RTZ2pKAHttIlSyGYVJ8hBmZUEN0I/EamjSB/mzRq6sPdxLQ33dsf7/g7UgufxgOgNBQPuof8YvpPoyRgqWiBWYHac4t7aUFvDtjdWDRRFP9hhORNNtbHs7n4nI6n3Djy/QtCXxgwCHGJCkTbPYkze3n+MeQmtTTfInKhjYjiZFt3Z9MD9XKM2OwSVp6Tw7Pz29YNJA+M9stqBpeYshQR+srlIpSKCt/sdIhKAIgGqx/ENz/5A28gOa/uGOlqc5eUEQbyvZJ8KOx5LAf45dKl9ZZV8Bm++H1Sf/j/jhWvQfgWCruDRd31EP4EogywfltprLAmFAdv+ButHOC4OOzq6erDl7OU7phsUTL6O44nj+YHZD4hP7LUAXvD36AAOlqk9DY+vgPcK7xOtUmtx9s4mO22nWL1mCb3B54RNivE3Eerf9k77VRymhiIbkMCEJuDeGdeoAzJh1jHngB0DmBPTOz5+Jkvphx/e8eXHH9Bkh7hiDMHXr1/pLYTPkYwYc6CSnAXNsPIMVnPSlqD1okbnOfsnEAaPDrNEIvxFooJAzsmike+BPpc1E8h33Dttcq3BhDU7QWePc+F793NZr39ybeITGOnB+nIHZnQ9DFCMjP3vfFv8iLKuvn6UHcL18v2ZkIMKXlC5eOZYCi8/po3KEnBc5gwX8Ml/dW8LgIvfUXeWQM7Ary8Vwf/qP/vf4f/2f/0/46e/+9ffecW/+/W7cCdFBFULu52jcqPC4YUGXC+rUADct4LSGjf+82f4NLxtCmkOyIjXBWXsxekN1oQqbDAjBoBlIVGCQBSYIokeQVMMOwRKpwjpMMflmRFmediZEQ5AKruh1HIG4FERnsybUiqzzqlNolx0ohexbiczhDo9JSh5hcFYZP20Vmi0DqXBDRRdFK2xNMDTQXLAvDIgNQavHvdGEUCJvydLFXCtwxbIBbXmz84sV0R/0a2C3zfnwPHsnGdNBhn1dTgmAhF2+0Luody3yfgK68UMQrAltK4XvyC3gfSm3hTkRIaZIdvQpwUYwoOA0++hI+SAH3DvSD0gLQSBLIRHiyik1SBHXTouyaUW1/k7gwF2gj5AGBpLBgnnzI0ijb0fSx+Cw8tnriKh/cQ5YaeODauMDQa4LQAIcGzbBihp431emELuK3Ncq8Z9xn1L0C89M8qy5qX3DptGfYPcD3FA5TPnYZSMsSug+xdx5XpsBduXL/jy4w+4v73hdr+hbRtKKbi/3/F2u+G+37BV6qzVWtBKQ38ebBXtLLsVcC7UnN2sXBikgVT3hBg4vnGKO3Bq6eSc8k9q0SRTyXFm5rg/4iDDwKlZJetAzo9MTZqXEw3JLDPYfGLOB3e/TfSPb7AIVDEG8HyiHw+yUEZkIpcmEjfC0ckkfDweoT0SB3nuK8XqjONO8Vldgry+GA5zTBRUHM+O59FD3DbK42JvpP5K2wqqVEgAMjPKokwUNhSzdwpumqGnaJlQF0MrA0kRQW3lIgJF+20A2LgwWIxhjxPoh0dNPTxKhWkDS9h9nyPOAAGya6EADgvQJGx1fn6ekVGebKDzlqWQy3la6cDXfXh1Pri+NKefLNAFGEmwty9O38KR5CxZLo4S5XLZuGFEZ6x9o62qtVDPS4RCtFrZ0atNbLujdcdwwXZ74vEcbJnuHZC+xhPnXf71XKrURqkK1AIVlm7PyQ6L1I5yYAoKGprsLOl3niOrQ6g52rZBJdjPQXGfhkhmKGphsg3isNlhw9D7Eft1QFVQy4ZSFY4fsW031G0HpITwOTuDSW3YM+t9sSOR8jjtlmBlgOETRYKZ6DOSYx1jdsgwDAwKHQ+WOyHgqRkMmVfmXOx7cG8ZQLYMHArH4+h4e3tbZU9Z/oBaIf0gW6D3aDJBxtLsPUrdTxFwRCOLtm9M2Fmn5TWyiVmyAIw+YlwYACEAGNOCshVMpfbODEYWpz2KlwLwKlIWAOZ2BnljGmQak05zMJNvM0D0EkLC9GjF6e/aRfdobw0SwXl3giZjsKyrCH23slUcnS3kpxukFtzqDm+V9+5kJrYIQsdgQ4+2bdhvO1plKDH6CFF0nj8q2TCF/jbnXnG77RAMHMeBGVQFqk0Q3GfnvA1Sd/zy7RvmdNRIytSNCZoS7PrneGDMGecJNUxKrXH2MSlQROCqa1nW2ljqCHaLbK2ixDNgnKAE/bQsyfQAp8byx0UNfZBddts32NaohRXdgEd/MJEkitkHfBq2fVt2/J/LtXz27wTlr69LvwJYOz+J0/nepJ6IwBRQO3WyEgCIGBmCkADBmaS2OM8tfBbVcvqi4e9MmyH2nvp6BvEJwIBY9z4HxJmgFQ8WYSmwbUPHAYXDRgdqQe8PuLO0d4yDpZaBsmsRlFZWx+g5KZlSmOFmqacb1IwV5VXIFoHC+t8DPlACLZh9hnQGbdjx8UA/BtwFz35g9PRxFG/vQKsNUisOtsakzU9CRNggs4kyywpbz8vXeIqF7lKU6K/QK+Ypk8RxkjDuvbgIS1fzBeQ4LX/++ARv8t850QnYBjljgatnef0V/PmuB+Dh9XqSHNaXXkCpjD2xpEnyftVA/8tSbRIrxnzJWcl6wPPRIUCwznP9Zrxl8GDelzWoGsL+vD8BLJO8EtwReWkeYDGfiHV+jbVYChkd4/Mm82y9DA995wyd48wVUM7lH9jX/y7Xb1+2phptfQtKcdbu2wBCpwaRNU7QJilkRQlMDJsMgCOQTn0bIFBAy1pGZZ3rYLAuELTSAoCg+GOpZQVaRaIhczBEuAiibh0J1mSAE4EcwsMP0CIDbtaWgkwpLau8yJN8YifTBQqYRYZO47M4Ukj2CjQorSX3WYBiQiZWbXR0MjBLVooQFl0LOTdB1spm+OBR1iYmEC1rs8L18t8GpjtnBC+JtkeWPf87ABs4pd5sTExxlOLruwimcEzEDYK5Ouu5gJTPPF+QGzw2fOo8xUM5sLA3iXK3JXjtYNDpAaZtWwhPygLVs2b4NH4bBFnfzvaa/JYI4DIrKBFkx5i7sGzIQkCXAV/OI87SlAsk4AggCQIRQw8afHY2YjVZPGNh1gVOunVMaRiLdTqvZxtzojjXYyk1MoEzyjJzjlimoBfHgCz+NJ5prNjhxOJATkPFwDzYbECUxuU9/QUyjwCWq5XKuvqwZa023PYd+75j20OTzch4KaLYasNt2wAnaK4BvKkL1AlktuhodO3skGt4TUICdQs0cryWGWGtn1D/AwVmA3CAnEFSHtpxzTEv/91z8b0cPlYIFo3xhM0DDpaQ9ONB8MgdmCxXmMdBsN7n6sCW4JEKcEyu2TnnZY2E674ciwSNGSS3zEKHY2WTmhdwwfHxZOlIgDnrcAzof7tvBDoCvDWLNt8iZE0VMhYME2KOodE1SQumC3Ry75RaMYZju70xKB/ZXbKzhHHfIVo4HmDglaB2UuRfPCwD6C3EXgsh1QRucxwgRtBx2eVz7paj42kXcx2cr7jO9cuOzAYIlyRA7F4saxXnwDUpmbdP0ywh3h/njwE+BooW3PY7uvalhyKumBtwf2ObboowN7RtQ9t2jGlk6m0bbNsI6IPritSYNKR/YXblT1xaJEoVwp8QYWcyn+z0bNQS3Pdb2B5g326w0jDHwMfTMP1Aq3t0LANcASsGk4kyHeNwsrgrv4OJo7n8jPRtRNmemr7TPTqXZfDH8tlSCgWvgyXu4fwaZIGIpUYJv1KP4/k4oAhgYxwYMwDo/oCPJyCOb18H5vEkIw0e5SZMrDmyDJP+olw6qrlFQFUEADt06UQw2MM2MdJfQZuNDpsdmA7zLCegH8gO8oalBwdfpXWIdu3r/pLJnu9ZosvhW7otH7HWglorxhgBLJ9MKdVsDR7lawn2pi2bLKUjsA50n6hSQx6BDEYeJ05aAJXW4X6WxHlR+CBzx2YwgIpCCkvlpjl0TrC1PMEWApDXQA38nHQ6lcnMIlGG5BPbVjGCLWkBtLExwlglZqVUahXNbAvoMNeoWg3fVguOHokxKZjToOVS7iSnLzTHOIPHbOIA0D+O1zyfT5T0nQsBrFYr3t7uaK3BzfAtwPosLWdAFjHDPHhuOoEJd8c8DF3pV237nWeSY3UaHZ0lkjkGjA3kPOv+Sa/z9M9kKgPg82cSEalLji3Xvl/PIoRvfbncfLEw3PO8wcvhlO7z0sYJgRwLcMRBGYxSXn34bD++9nIwIxUhCB987FSVtTnwOB6oKqhFsG8FRRrgjqKAYwaARbB3jolpDumdnVuF+6MUDaZhaC0JE9IVgGMAY8Ktw3CQ0QzAjYzJrIyx0LRliaXh49s3PB8dogW9dzyeT7iTSf3lhwe+/PAF222HQ6A7fUytTi3GkkzviBtriar51/nIrZpxzjXmCvyLs+qv8/P99XJ5gftrlbmctvCceD9fGzrBSz9NzwQ1gEjuv/oyv7rWx50ljxnL5zOupPsF5KRNyXjSYsmesR5BpAxKfw20sNw0bVwmZW2dSTyfDJjBdQ3/9GRL+frcBZbFV2mUIpucz5D++3kna+e9DsVlrOTy2Yvwgn9gSv89rt8ePBIs8cTUYMmuQhoUWFVBHxMmwBQeisXswmoxuLM0y5lujQA8vgNyOu0R3Jai0NqA2cOAcwK0kIaNCGosQYmLj5rlZlpyYcekf158EYBHopiutyY7JHSRJNzzXCiuEdglCBCZ4/x/IbCg0UoXci4AlXQoG4qSlpm1ouno5PdEjxZQ07kR6DAscEwC2GEZYYAv505ECgby/7gZkEKqnks3gQl+o2rFHAY3WQ0QclyD2wdxZhnzUMgIhQK8ORLUKEonIVHlFMsUeDizDNqzBpVOVbAFQkwRwKI8KxCZxTRqDqpdhcMmmUHMuUgEO4RKhfXTFLEsQKwTMwnBcV3BWVLzs4hELtY4AzU70UUshePw87gvWOLIQzCyh8lcQ/AARGAw9D6A2pgVWSUlzlp0jw4yrlA1QBEdDIMVFiDsAsbgp9MbpSM5lzmfFuONMPZ5wP9FXSIEj7YWwVyUHdSC1iru+462NTQtPECgqFpQtWBvzCa2WhcbkcFAZJMjKEzn0u1y0AEvInzXAzI7G+UPF+CYQRv0bD4iDDSBz7hC0MBjbc7+DMCd70kn2RB6H+NgeYY5RSePB2yMAI/4+zFCQ8OpTbGEIZ0sT0SWx1YXG7IWuH95hxlkpRM4KgMMCDPjY1L8dw7D0Q8yVVar3jNIExHco5V2lngRkFpy9hAImhtkCmw6tlbho8GVYqYWQrjZ6cdtou2D2Wgp7JxkE16ETNBxRBACiDpQzrYCHiD5cpqXrk/8LRnh4+zO6Y4UIj27vMVc49PaWO+5TvTpL67XyyV7+Popl4+Lbo75GetL6NDXJJH49fcsai1aIFuyQrg253TU6thvBnlSC2nbGvrYsO8bpjHzvu0b+rMtJiVGsrJyqf+F2ZY/cZGNzPPFnJo0TLCQfefeYea43e5wY4AkUtjtyQTP/oQ9J/S+ETQK0VTEWeEAWJHmFO/1OMlVUJrCUFFmAYNHW6UKrVXkPmXyj9n3Wios/JXrqjIAyWTO7DLAkpTH1ydutz1aqg/M8cAczwBwOtk7xwMe+mcOj3bmCvgELPwmJ5TkSiYUwWUmB7OxgINLqR/UQpxRBpzJR9c459KfspBByIRfAN4MFPh8c4z43JNZDUTgY7aywhbNBhy+yt+S/Zljk11bJZhDGqV86/eWYJUHrkLwK4MSINgZxnIMV19nCvdPMBj9tH2qNEOqEuWJZyMFDb8iu8v5BCzOJSan4jxzjo0E0OmYy3a7z+UhMu+0nFQCoNOA6WhKmQrxApWGqoaBj9DfKdFpVxa4PvrgmbttBFFjzsYY0BKluTNBAywfOg6+NV5zGnqU0qYo8e2m2BoTQ2REGQ5nx2X6+r5iDp5dnYOYgJcFwDEqYFuUNLEr8Dw6Rv+gaRtMsHhqVzpemRP/RNcre5XPgk8l77m7F+lEQJaF+gpSM47ir2XtQc/9mO9dkQgizlkBXdzCyWhPZvRiXqxPTUCPf7LsyTzZS4YEgrl/Jubziee3r9hbRS0KQUVRLGaT+2R1gMyQjWA5/UCHukAKAVIVgzg7iA4bqLm3IKePYwMqA16TpYvFODTHAoHniMYGzwOPjw8wpU429rev3/Dx7YNNodyxjw4zoPrELRnKkbCKk5qJTgXgZCAlBnj6gX4d/cSOlj+aduNXPv2LjxGzeA2e1+9zLmOe/LIG4iPJgKLIfUbB5xKMOf8HY4q1Ik+nN2//chal7k8G1Otc0LOaCO7LRzsBNSz/aj1T3JPSQVy2fHr67YzxT7dFlt5p3vMqQIsxX0+R87AAKV8xVj7YC5aVHxJjdUYG1/G8JqhxjsNvfP1Okv/UWzmso9jAXiXE4vJwZxmFiQDKjTTLYELd2OXDRKIdedRVJkgiUZNfzmyZamjDFEWTLQJbZpckDsUZrAwFS3ly0yRYlHXdVNqn0/V6cZZzUeYCSL0JkQIpkv4/R8FBanOUKSCdocsG4P/SmXg9UAjgFApjoyCFvyyclUUHl3TaFOfCKadHj1z/AheHzfwuGls4GAioYrqe4nSe4E2u2QxgPRa1hr5Sluvl5k+CZGbSzxDIw1lL1gFi0/Dg4LwXvQYkUVoXjs+cB7TWBZCMMZdxKKUQ4ccpzgqEIXFu4OsErcAVFxaN+qod9SoYg11ESq3Q2iAosMPhMi5OJJ9xTbFcykXSAYm/za6OzplBo6OF0PySBeYQMIu1IMwUwNnxw89lFBow7ALR50TvAy2607iQDq5xqKbmZs49b/+cNzNb4t1wQJTjkKs9QabVuekv4YqDAbUC+4bb/YbbvrOT2kbNhr1teLvdl4bFHl1+VNjKulYyjLKriip/nqVlPqNDhAZ4AKw1agEKZat08C0M/eJUojYXUCaiJbDDPwlXzmW2PJwpZspGPwAY1AWzH2tfyQIWEbZhsuvO48m/+xPP5wMeQRrb1HaMo+Pj42OVtvk0Bn4AIHUdiEd0ubHIdpO6fHE+JA96RSkHoAS1xmSAMMeEHVFyCpy2FGEvjBnAOfj5HlO5WJrTSAUfA37bUbeK4QYbOyTKgdws2moPCBxl2/Ht4xe02xu22x2lboAWTHfMVtjlqB/siEjLE1oGyxN4ObOSORZbNwinYSPyI9aoOBK8X871y5WGLRwSX195eYWtsXrpLiLX93/+zPhLASTIB8GmEqySyOAbx1mEdH6YL5F0dmUrsErR87Y17NsW3b0SCHE8g8X33I9VooBniDaYA9nu9q/kEi1rfdkw7Ftjss0M0CP8REHb7/B54Pl8ovdgCIPdXM0N3x4H2m1bWdd03kcBvCjBYT9QpgTBUrChwv1AV4VfHRfzc1FJejoeZw27z65ugfkcsa4IyMzVJHr2ifE4cIhSR8MnEL9lyblEeQnZjwm4spQr7KGQgVhgqDIxBNTB6eyUWjUZVVhsnT6fp91I8NYMM0rC8vujoh/htV99/rV3j+dBn6vpSuohAleMscqkEGM+zS4MA5ySCyCQEfgF/c6qC2wTAyZCFymnw0K7LMAt7sMRwWrsd6HuZ8nalcg5aQZuxlIzC/A+2UhpCVgKQsaZA5ROCJZA+sWp+ZJAm8d4TZtk48eZxxIyC9ZGBcTwOCbgFbLd8HwMlDFQxoYqAsEDMKe/TyQvfEugbYrttuN+v+N5DFZ2uLMs1nlftgDVSFgigbizJEZyXYPPxeoHR61nF0FB+p7h8yoTzhDAdUIjmejGoP706dlNFcMoJN475nFgHl/ZRKCzi7KAgOzWGtw/xxf/4a/UbUk7sa4cD/l8TpyvW8CqLjhiBe95Bp8OMV5BgXXm0wfIuzhBI1/7EmGGJDdPANsQWVIU6z2wBSTmrY/R8Xg88Pz2Ddg2vP9Y43cWMYfRLBSgID4zzzub8NDRqv0DXkBB907QR5xyBtOvvghJtNfxG2NE8g4L+Ew9RxuD+kzHRL3dUFTxfDwBoV1vNbr4GbCLoLUbUEIrbpW3x1xYbPiIw5b+ri9XC8vHXP7FNVCKKft89iYqcn70etEJTPhlrq+x1fkR17Xj4Q8nSPw94CjXyJW9s1wZz8RgfvirZ7PisvXvvE9d0rDutMXTDQW61ox9cpn4uomqBUUUlizLBGvkOr78MlFZcfLrfdDXXfs/4j6u8eseOhMXl0A22FK+VC7Wg1yecWFg8h0w8De8fgfmUd45yzpWsAlfAcSwCZcC6k0Y5uzoB423jRmlTrJYQyvA9tPwy6VuMv8bgnCWWfJGQdYBGechWQN04raKehxnS3ctjc4vHEUIUNh1Al0AVzAZTQfKXSJ3y1Uk4cn7Cvi4YLNb2mIexOI3V6gLYBoBZATkgghASf8HyCqYyTy6GOu8PYlaymTB5JV2BWKsoQ2GVQJEpIKWcOo8gpsQlka++SKwXPnefhxorUJM0DuZB6JKenyMTdERtMoAWC4OFiRrbXPcElFnwJ01xixhmReK42mEEujqotiCEp0tgpeB/Hwwah5waSUcZ/Y9GDWT1FzWHDcK+WmBuULUYXMHaoJnQDeWArlMzlsRSLR8zU1dVJEtzxHAENlu/N5pDO7XOpYSLKET5IEw+9kKO8T4DK0oxWKvDSF4xm4ACCbWhAfD7WUM4aF58slQX5BtzttZ5qR6jth8aa3wZ3jFGJFxtAO3G7a3O3744Qe8vb/j/e2O+50d1O63G758+QHbxjmvlY4gDLBuFJgN5gulbmgX3H05D/xOgXhZrxO5rOtwSnPJip2HtRt1NQ4Yu42VwhadHmtdHGbRjtk86NJRtjEGSM8G+vNBuygEHU0VRbO984yWtwPfvv6M8Qw9lM7Oaz4GrMfvf/4aVbjp+FH/aNok+wjA4+OxQAM+3lw21aJXdikFtTY8jyeexzNKiLk2zRxeqPF1HAykS1CevfrSl/jl549gzSGAKH5G2nubE8/HE3NO3L/ssDnx8fGN2WzI6qo5xzPaLAM2nrCepcWhu9AqrBpsPNlRbtmXAA0T+E4HFUBmc5ORFBMKB1mMGShmoIOYy3Qa8mRZrRjCdnJAr+yi18vBUrhVKp1e/VpcaYsvQPT6VXyjABIi4GewrdG5BBAYUNs679zZH2EzareN275AUGrPALf7A8/nE8dB3Z7ujtkaMPoCKhZ166/g8mC2zdFhNrGNEow3gWiF1BbrQSFlg1S2YBcRtFbwtm8YY+Lj8YGqhdouEVTN1PW7XAaCzOW6aHwGI7GjCoDa8LP/f7FtN+zbHaVtkXmfgNx5ZrwAM0AuwmEG9AGIYRoz7woAc/B3GCiFHd/qHn7W8URvwOwezruDYHfYDWgEkEaBb6PA9ZiTTKQAjDxYQ6sxhAOQk1mTtjabsgg0dAD5epZATeq7RSDp7qi1oVZZZeEW+jo2B9So3bTtN5TQfsxy3WQjJeNojBGAVvgZyTgKYGgFD6m3CFqREXshO6tmsk7duOEEKPH81PQIcszg+8az49kPaglt7HpWW1vJv9nJqixaIE3ZgbEW1PCjVvAYshG1tWWGbBo6AInyyz4GxmRJt5aKWgpaU7TCc3PahNiEhGD+vv2A3j8AH6iboG1A3QFtgtss6JPB9P39He51lfykT5VX5n9KKUziiKwxFYnEc6yDfWOZmpbQLlWWJm2eybpLl5e02WJMEpQ8a3nGsvzyiVI2lEJAVmCwXqlBZYYaPBV1WYDmP/WV7Aia7tcz4Qosrtfjig/45X3nucTKsjzDQrzhAhrwnMtzLRk7OcS+guo1r+6RmAKyGmK9NhKY6cu7R3n+pP9RhKy0fjxYQqgKrVvoVXHu5pxgZ8o7hlZ2bgaA0FR0DPSD3bDnnNi2bZEXvv70E95+/HGNjycDqkuUZXLOx+iLRTT6QO+TMW/veDwfOI6J3h19fmC/79Ft2fDx7QOAoO0bE1VasW83eHQCVFWEiORlknz9pZ8nMCdx/ScrgM5u3a8XqxwysY6XErNfrYr43TmP1xjjvDxel7qbJ0MVr75JzKlmzJS+Tqy9TDopJFiblIng2WbsRBmVKNxvSfyICpz4XHPHGIBv53onEPc6Tg4/b+0yDguwCRDVr7G3nK/Pf/8qbs+XRdMq+q/0tta+idib//j1+399nc8KfG/OfpvrNwWP/hv/zX+B//hf/gFf3jbsxaBjosGxVSKzc9K5pxBeRSk7pHCD2TgFMwkEfaZQRl14dpVY5UYM9FXZ1nVpDeHcEO4eXauwHAoT1sYmAg3QIRjSkcgh6/qZySPQ4zicbXHZBvXiODmprexQhpf7pud0so8cgFtmg0jXPesTE26PEgoPmkhqQUGjIiwP9QBRhLXqqqyLNcx1EHBM+XfqG3CjhtfhwuyWk7pegqGVOkUmWYN8fqeKYt/v1KnqDESpZs+2v9pYnlDqhi4dQLBpEI6RCOvME5zyKN0SsrgyIEWCVqVi9J9Ra4UbBS7dKUzODm3sBGXu2GqKHzrBlcmSP86GrMEoSTWPlZCHo/lc4FrddmipUK1AZk7VIXaObV40mgQlLYSvawHgB1uhm6FYgIgReI7CjN/sE30MlFGpLxKi1ioOK+ScpyMqApSNwQXbLFMvRGc+V8G2NaQS/zLmIguIBOg8eLBYAFni4Q6Hl5iWmQf+espwxDxKQP/pM2j/XpcA2DZg3yH3G+4/fMH72xtYCrXj/f0Nt50spLf7HfdgJRFvqrRlQkuVezIPvZo6FkGJPw8faoWRVUZb01iAxmDcDXMO1KqAsq78GBNHjxaymJiTjnn3AQuxfVWgSbLVMpAYXCP9YBnanDi+fV3gkRZBDf2fqezqM+bA8Xzg8cvPOD6e6KPD+iAraRzozwOYjufxQCvy4lUOdxyjE+QXCrGPMV8CTS2n08i1SbHsQdwLZgMJlmZLVJanplbZadtVHbdbhZaCX375htF7aCJGW+fqqI6Yhwh2DHh8++A6F6DUhrrtyHb2U4C3tzvEK2B8VvEGCDCeAowGO55w3eCmQGUwWGoLAF2irBmn4Q2EJ+PZdSzES/KJrkyiE0B6TQbkGrrad3fHcHb/dL84D0R8FvSU3Yhyn69tcD0r1n/ZSjw4sBhzIqD4pAF+0fByCF9L7j/X9WA79l0c3ahNcdt33P7lv8T7+xseHw88Hk/89NMXfP27fwP8/HMAD3qWh/ylX0Kn01TQB/DLx4F9G7QfraBhh/SC5+jsLlt29D6hoF+z39+wOWBLB3Ky1blFmfitADohqOGfRzn0rEvjj1eyb2m7fnl2YAh8AK0Z2razO5Z/sJS+NYw+YS4ocGBMHJNs78NKVPhwAe3bjlJCR3BOApuFGiQ+gScmmhZoMQwPbco5GchNspMcQA8hXIC2TN2gqJEQBAoM46JtlKCTuYdmECDGyEoj0Qhk8Mn9sOQALnuI5ctkW/WjhwalEWgrFW/tHaWWKPUdeIyObIVeQzy6tYq3+x1b26AG7HeWQZ/Ma1vLvh8dpRBooAZLlP+qslHJmGhFUeQiojoVszs0JA5GN4w+MXTg8XygjxHfpyiVmlVUV5N1r1rYtEVqZUIFF+3H8MdEBHVvZBUF43TMAYejaYuEhVEvKdm3KihbfN4gE7QsjTO/aDWGP2uAd8dHf2IMw1M6vnzZUVqDoWJ0g1uByI5NfkRRwW3fUfeCnx7/+iV4omYmNTFVFS2ei+WCPF9UBE0JHg2wTNTmCINM3VYF120mfFSiafF0HMcT+0bNvFo3JpUeH1xXWjDl7DyIgX8WAFLvnWtBCaBlgj6vS8y7Lr3sk/N1jBMSPLj83/maPxLAWpR45vsXhhUC8IbQLnSQpesAhoXPbi/j6B4aqGZoAa68v7MD7r/56V/h51/+Ht/+ywP/4m9+xP0Pf4ObCx6PJ37+6Wfg8YFt21BbY+mmJdBr6M8Qqa+GKQOuBhv0sy3slEUnPvNgFG8TClYtwCyAZn7m83jieJKRPY7BhKMDxwRayAO4AUcfkMcHzNgJrt1u+Hg+sKliQ0ETdoplkpLJAPd01jkuc87QVkuKM89wM8f0EfIW1+R9/okkmGXhM17WhgQQci1Jy3k+waPXa/kJFhpB8LAT1Nm72lv4aZNzzZlntQoWKHnmmGT9XEVgohixr6EkXiS7MjtY53jIp/tbvifyVvwEQnGCYgkGhYsFQBZ4xHvzlzFDftZnACmAWtVg8xKF+g6c96eu0wm/grDXb/6tr98UPHIL41oUWhViioICgHoSRUFtiBCjTbTumnkpysN2FgP0DHo5uIkGywIp3QN8DU0RAHQMIqOktUU2KFTRPdlEIbRMYRyIkLKIOaHZdWHBCnGPSGQxqILG4F4xWQMMTtqIrBO1iti28eKbXw5IxzRBmXw2KVHqhdicTk0nxAZYYte5SC4ZP8eA+QhQje9xjWwHEtAKjR75tMk9yl+cGclaKuOEQNK5MIPmGfefG2Z13PKT6ZKAOMAspCOACkjQLanxYE7hRJfzM8wVFMqzaBnO8W+NBq+PEaAevyuFgCWcqNu+v+gP2GS5BN3IEiw1jiH1oPh8gtTVit+rLxF1IISIPfSdPLVqYmxzMCT0GdKQZoYxqLGllUUnlxC1lEENFu0FOoGpE1MnSkkRzYL5bS6DlN3NmtaTBaAFc0bwmHpdKi8GxBFMD3dkffWJ459XrS2CxdOBMgcF0Ve2JwNiO/Xf/xwvVaCxTE3uN9T7Dff7DW/vb7i/3fH+9o77/Y593xnwbns4moqtVdxud2z7To2KWnG77YAw8Coh2K9a0PaGaSwlpEaHBR2ec5x06YAXAI9A4UmNn+kT1g94JzPBYZhKochpFQ5+D2oAzQLqdox5aoj0g52NxsQ8PthlJNbxAbA7kwptLgzSB8oM6vZxwAdFScfoZCYNloONg3pkGroYqxx1TjQF+kFQN7U/amO3nexqlMHKGIZao2dlMFLTGZg2ASj66HD7nEQABiZk0MkbNln9JAItXOtlNUDg/vn27SOy1OwyVCTssxt8MAiaz4JuDhsDWhqkFpSy0SaVBpsdXm1pfwhuECEIdkm60QkqPKSWY4zTv1ZNm3MKWSYAuS4BUkdlCZqKBGX/Ujp6zRp/yhxnKVvae7uAR5JOlFyAqmXrL+eERIcZUUzEeR46CRplm1srOHqjLo5Nlns+dtxuN9zvd/xy+xn7vuGnn34O4WDulWET4/mB59GB+Y3olMufPTb9j7rkLL0vSnDCraA0Or9aGjZRPJ/PSMDJ2mvTHN0MtRTsbzuO0ArLkikXBWZHQYOUcIJDm8OmwuPctEh8ZFcsLYr+8YEphj4Gau3Yh+H+JhCpYBMMiYw0123Rwq5CgtBodIhyn281WIj9QaahNoLBTrbP8/GB+9uG4gSTAMOwDCoN3v2yzLmyWaZu7E4XJfYqghrJKYmy0qWSlppoKvRLLzWj18CVwFIBTMiOAYGfVgnuwSPoNaM/G8yuZBzDaE/nPOLjogOuKNkIguicKJEoiM5SoRM0wPKWx+NJex0gS9rY++2OfdvXHGuh9l4pbABiPUrmBpmiH86zRxBzpEpm6hhABUrbYigkwIQajGiFaZYhhrOtCp+DCbpCbbhxMIF4BNurlkJRbSDKo8kEL6WwxbdoMMXmsuNLTyQAGTFb/pc5v/PxeKBMMtM9NOHcPTo7F3Z9axVff274+vWJ97cbO8oVXcnashVMUFcsvR+WKrFsNBO56T86jOwu74B1al0Gbi8l2OTdMI4PCByb36BNUCDsVhfn4ZBsYBOMlysT+Z/oytL6FZz8A/HlCyAncnnDBVC6JHa+9/7r787Kh3MPpn8rAiT3bjaBDJZqLRxDUlgk9zjgLthvd4zO37/9RxXj+QH/5Se8zRvEB5CC0aCW17Zt2PedZWdzwEVRWwOiqUDvzGhpZJ6yK7RqwX2/YzgrafoxFsNahRUTJRP809kMIgBY6wMjyvkzCU5pidDHilGSYI0fwVC6PR4YzwO1brBGgL24Y2sFLoJpg6xDAVyp0aQX7aUsc865GmOQo3GiJOcyiNjBxBbgcfoIl2l2AJaaamesfr0MjuJALScZJIEgiZg+gZjzXq9JqVxlQFb1CITM78ImRxLv8ymYEok5T6b36cfkWk28iYD5pboJjFXF1qo6/aDLAF1xiRP0yn3kZ3wl15u/rPuVTMX5PmEMHSmTFWd/HtCsmMn7On3FlKJ5/S4A+J/8z//X+H/+P/7v+M//3/8v/FbXbwoelWjdyzFLkIIBDOLfGiBFxO/hEHNxliinSuc/h4QDFNMRh4+ETLzF4C3hUWDVZGeXCzpHBCOo88IMPxtaxLaIw1drhZZGIEAo5DxD6DnRUsHphNNp0bXZPITb+HCsS1fV8LTzIjCmMDR5YNqPyzE4A4s8ofiHdfZcCOfh4+dYMOSB2YNbXQtQPJzBXNgEMywGyyLrz8wcYtFTGDOwEnh07MjKKX3JLgCIYFZAIE7CEUboTvGA4ucsoCU+Q4xtOjlciunGzh1aoFIwjM9oZng+O7RMSh/UBLgocpetKLUV9EnK+QqEVAAPyjvOdQLLzKSvcVmUz1jDEHCsFs1cT4G0cIZYAhe0wnSYXJA0eA9HE9EdBdEpa9EeVzFKZlpAMA0IAXlD2QswOV4awqGllkUhL0pmCwUlQYd0RIbs4jzTsOTa5Ep2PwFLmLMbT3pHwAo2Qkkw1keui7O2/M/uUgFaA7YGud3Qbjfc7neWqn15x/12w/3tjtv9jn3bsG8bbm1n4KF0OupWIZVltLVWdq1pBHKKUgiV9pCHS4m9zN1COzRnZCLcYo06qTHOjK5HYJS1/LM/sbzX2P8UdG7AEMz+YOYY0WmIImko6rCe5QKDIElqRXhkUIUAtgtgY8A6u6pZPzBDO6gffTm+j8cTcEdtDTVb2V4Aaa2K4+B73D2AFnbCBBigCVgmoBIsOCCc+ROsFiCyuwPZybIowa5pHlpLDELNnLXjVV7sVAp2YwqmM4jYWsV+21FbC9ZddG5x4OPjK/RZUEqLM6GitR1z69i3G7QWuFWg0wFT7dCZQHLkAgWAOFQqvsefkbBH1c+W1nm5xUmTQHR4C1mC8QLuxGO+gEYvTsunqCBf851g4Zox9ACsiBHRlqVTpCKQIsA6SxRT5nqethnGVFQzNDvv8egH+pi4HQd6P5CJxr011Nbw3BrwcXHE5ByDv8Trf/+/+R/hf/jf/o8AoSZkqQVjDjJsAJQaJZgReE9jK3StDTYH+jR8PJ5kVUicVdFhjOCNwGZnp0dykwg6uWFYh04CMLl+IFnyHaX9NgKMACYKZtuwKkpwnoWIkvYqGmBp+gDBRjN24SraMEZ03hKgNkXRhi/vf4vj+YCAe1vqBhHamjkGgRB36oC0Fs4/wXRBlKcEdTGTUsAJCnn4OBTVJkjCHWYRaPCZRBA6P5KbCiKg5qGS6ZhNX8zPDfs8ngDAssHIHrNrXrKF0ycB0o/NTkdXm3lm/sN/SfA2fGco912pDfaM5M6Is8SdJTJ9hC4ZsNWCo3fUUnC73XhmFbLKi7AkRhqTaq6yRLyh5NnAIzxPHb9ScERTg1KU7GOJdtNGzTyUbL4SIgzOBIjCUKRASpRWKhZzkfIUANTPLnRFcKsN7gPP5xNjDDg6tUWlhP89zjErAm2KtjV25ozEZnYsfq+VzyuCX375BgeiGyQTMMe0JSBPfTAKgavHWQlf5ZFspsHE9JiG3g/4MHib8G2gagM3rFPHM7JshtDm+2cAihfVtb7/oWuBBspJvQb3v7LPnz+vCGTKC7CQwbhost6y27SHuDQBcTiZb1Xow0SYAhaHBhck/GQzi4qS8z4kEnm3/QbYxDiOOPtYR9Fqxf224/k8MOdBpk4pweClD0XMlP9O5n6LvSAXnStLTUth0eMQpT7ZHJEAAwI+XCVzi+2IiEKyACcBpckmBrMPfPv2gS9/w/GZo6PMDbohmDx2kgbiWxxxHohzLa55idjDyKjM+CNfwEZXAdLE/vYwkhK2K4EXro1IPCSwsxbU67oQJPkjwDTJBLksDblrOdiwqJ4Jh4YNJPUcrFVFka+5AimxLD/ts/VM+cQiyO7erz8/HyF9r/yAXIP5YSmju2LMGP8Frn36rFyzL2zv5e7wWVQJjuWZkOWZa+5EM4rACe7lVoxXXvZla9vZMfQ3un4Hwex8CAZB1NdxBusxQKVIKMbnxPjr5Iu81OkvJ9kJbKjifF0AEXO9ErEIw2Gwc7IW7S3C6Wx4tWZ3TSAXxYTDbSQ0gqT1xoczhnOWFAGSN3px5MESJ41ylAXg5DMbtEwAHxAZSEZInrrJyKzbRtZRLiLHyjqVUlCgcDV4CEUbwLEXGj1+bgZHI74lgaJzPBJEoaF7ddol1esywF0DFj+LWInsQ4JSFh0JcuyQzKncV+Iw78tRomRJbOZPVMol8RaASJbUIRwPgEFlP45YY2WNmRQlvTqjH2Bl8tcmj+dJdB7xHUTml+WI16RQuwbLjSNobktvgvF/ZERDVNbDyXMDjXmsFY8Ml5WJ1PzgPNIh06sjG4miBEwBhAZJuaz5YEghs0qy5jj3W45fshwSYM0Od2f3r8zgjssePI3nC0Piz+kqFagNaA3tdsP9/Q1vb294f3/D+/s7bvuOe7vhXm+4bTtutx21sjyqbpU6CcGaKbWi1RAMblFCEewYLRGEcTNCKgNtYyoU5oYx/QSOwPJGCdHiaYN7yalbZMcRjsI6UwGp8ABR/fgAIrud2WfAyU6LNtjWn/Aou/A15+D3l1gPRhYO5uR7Rv4ZLNlAZqQN0x196GJT8fwTzO6RkYscoRtmQKTZ1Sz1HRlgcu1licayPwKolSX4qlrgBdDoyEmnzfk9nsyC84zIGnuMCS0OKRWlVLS2Ydui0w4Y4Ewz2vsxI6DvUKVYvo3JEmkHNuwccxhEHDVAdOpP5QYRWABkEgdOCrDm+QBg7cPT3Pr66/RZcqAQZ+fF8cCrj/IKHF2uiy936oEAmSF7cZj84pjLJzcw7j/1XQBQRBx06q14aLNgBYK1GtwoANoa/2zbtgK8bYsObLcbjseDNxElAX/J13/3P/lb/OF9x2pOUYDLrAd25hizY84BVUHbK3Q65owzOgWM5xFAKgGRTAjB0jeINE8kduYgaynHeLFyI2PeSl3BEwLAHkenthsQJbeFZd1xjjAgNToCFum2KJPb9w0qFIDtnQzB23YjwO4AEJ1ZozSyqsMVmGJLc6QAoWcmKIX6PdOZbLQ58Zz0X25fqEWyzsPlGvL8TQ0/CCUJ9JLMgTpKRhASTrvIuW9Tb8R97Znn8+B7ax7VZCRJJHjyzE0bl7N83aIiAcoqqNOZEY1e4g8VeJRCSynAYIOTYQ6xgX4MzIMlc60W1K3h2Tm/pRS0bQOUvq0ZEwL7VlfAEhmnCG4QPscp6E3tPiZ43QzH8UQ/DrhRv8SVyZHWNkDI8jF3aKlkQ4dPKrVAUJfujhYyJkSz+QfBoyKKUgJkcJ6LxR3h8tH+y8QYht4LSmXnXVVdjC4vBmSJmgqKVpa/Gc8CqUwWj0ikJtDoEGp2uYXvzEoEdtgUli9hYMqADYlOpUzctTLRTJnciLEVjbIiF+A7sgf/oS/VTOZefhi3dQ1Ir/8WxHpcfiUui/iMDSTih+VffwKpVsh3+Qwm8OMfzkqB/Mx0gZfPnudSgqs2I9l2JvctyslUgFrZzGHEbXp08lZh4s+mraSYmZPZFAhfyhFQOzSYZyAA7uZkYI9+7mt12HT0zvuds0c8JsjUIXV2fY2DgMF4ut0ZRwEJWDrvOcpEk3EsABtDRUwdNZoLiHWj7IjqdaKIdmSHx5drgSsOeOhGKQKUS5BFTnt4ASsIDl7m/2We+bps8hQhI6REU4+0txBIAOGffY6X/1gZz/Pn4WKHvc5nOPGDyyMujOBcxemY4dSQtGTxJLh/vp//js0T7/GI76/fJa9h9EvonKXCaWczvqNsia/kXa5nD9bcGtscbz/LBj9/zT/0s3+f67ctWwtHAfngNiE1mDFyeqA0WrJ+5PClF5SlZ8tQvMT7BrFg4PiZpckX5XJj9jkdhrON6qKexeI4y2+i/tIMEKa/S9FgcnjQJ4NaLiWyBrF4LHZBCgdbgEdxWCT4kSOEFXTHJhOByBMidJoQTB+3ENYTBTxb5mZZSIyxUwhZzKEyAQm2y+W73EOYPOr/EUKA8cSsy8zIQRDO3qsBWNo5MApJwrHK33AGsfybM2pm8CHQVmMe5HxelSDgnBnCBRbFIWW5KTPohiyEOg15Gs+kr6+yqhhtcUArAR6BwsdlY0u8e/07gZkzpFrAmmRGP2juuZ5xdi0xkZVlQjxfGhmy8MpJEwUdCG59i0NkwtTW4Zfr3dxJ4/dzveTvTkNPZhqXo0FQyHJBWYEhcm/G2ljZA8R6jD04Z2or5f6JNpTBOsr3xyyvef2zukSCcbRDg7Z8v93xfr/j/f6G9/sb9q3hvt3w1m64tR1b26GFWlPSyloD1LUq1A2KMrV0tDWQAoGvtZu2aJphIlh/008gO2yUxFqevS/waPaD5WaYEdDnHqTemZvBjw8UbwCoLcGuNI5SKvqDotLzeLBkIe2mTdh0kBFJJoGbsePacTDrPyOYDyp1CtKas/whKcFZWsxSSnYU4VI9A2LAUErs9cqxnJPnxXQPKre9TFcBQkgyDlFVUsDNMdgzdVHe1dPCcf/NFJV1A1CxRflhNlpwIERYKeibrFYPJ8bMmaRwoKLAaoWXAtfOsh9zmAnmrKDIvUMNkU2j9gsDDl+JCXZki3bk7iv/8HLEe56Dss5UCEEt19TXOt+SjsbK4v0Jd0FiYBPoSw+I0+jna3BN3uXrAS9Zap4MK1kKhVYdOgsKHGWwpbyZw6pFBxmK9ba2LR2IBJP63tE3tr3GnMB4HZK/vCuz5nNp3tRWw66Q3THHiAB9AlpRmqK0DTZ4rtdaCbx9fURwQvNUIsFAbZ95to2PfczqMOoGASlSe54lW22YmBHQcE3NPuDRydUmINVB74SBgCyPIFaPX9gaaICkjs/ALKd/NMdAUT07gsFZ/quKniPlzvudfMBSKs/3KJ+b7quzn1/WNI/bBENBm2t0xD0A3UUiElkirBpnf89y7+W/6qmbET7CHBOjTBRRVGGpLPWhOMcJci8/5WKfrj4J3R36Isi/L34q0ncOG8syVmO1vEVnyhEJKs3EGoJNEL5cEZbfJnjkNwSCdoaXbuxEWeJZk3kx5jr9p7FpyhgdgrNT2wSwbxumC8vuzFmyL4phzg56tUCUmpdZvuJaUIJZ5RqtsMMHEqlhrwnKlSKwmWVE0XUX6WtlHEFmqox5rkcRYCvY9z38/TwDItCe7BwKzz9kB6eUgijL5CTOL/MBlwED1x8B7wCZ/IYxx/J5y7K1Gn/+aa/l634KcCV830xQrSMh3N+0+Vdw6eXySwB+Lu31xLmVEndYTZGWzgtvqCArOqJSBL72HJOyZ8zpxiRX0gjdAtwZAzCLcviwfaqhgRb6rspy0jZb+BARv0aMyQT89btB3bHnE6KCOQjsAyzrFjAGHcMCDM9KGwHcXlaAgziiKrDFcZfjJQDj2InoGNvx/PgGKUrm4UYJgQLGsq5lPb9A4Ro2b4Yv8KlCkdOfXoKsOA6exIcQ0A/GF/GNlP3I/bSizfNn+XMPn0IkXnbGTZIgddJYF7jIRTP7OKUJfnX++/nDT+t2DSoiGffdJeqf3i6X/4oz6QW8OhmglyW9xi4hiDNyxAVAuoCm+YK4MTZmkbXG0k6oU8wboUKxfOFPz5M+3DUZcY7P6/D8HlHabwse+Vl7nnpFFkJ6ItxY+ok6lQNNBfxoRa7hbHoIojkWvc0w4QNQtVWe5i8TDSAZNVegwK/DGLMQyLsIIoNOx0Ng2LTCETTEi7HP7htL38P9rBvFZZIuRjOBrtVlK8ZHigNewkhnedFZhy8iqNvOA2wkt4pBvAat12EckxDzW1/tSWiLwCofFPPVcq8b9QBowFa2Qio6685jcdrZNem6kCP8ijVwKRE0h0xd3/W6hzL4Tg68Q8MJ9LhzhAYUq758vQ7IUsWFwUJUKZZbqKXEgJGta8u2QWuB2Tg/J3d0GsN45GV8l9/JIFMlHLU1jpduf4EaazpyohSyy9PSnEH0tAD6IpMXRokljKdVTzTaPQ+iuTK7OV3TSE2TizGmaDNgF3Arn42dXlJXAajRGcWnYRyDK88Bn3SEzsOT90PZhcuBEdR8Ho5/RldotmDbUN7esN9uaHVHRcGuG5lGZcdWNtxvd9xuN7TGEkkYokQUgCAcEMeuZLelE1TKpYMEbEFsWqM+353C+nCIVQqer4VPB9RskGbdj6hln8Es6BBYZMZpT8wn3NgBzZ/fYHJjYuY4MJ6dooRV8fx4AAD8+YS7rcBE3IExaPsKA5PZB37++e9pd0I7JAEVn4Z+sORo2gnY5pr16Fgz3RfgbS8AEiJgONdnP0YwrZgt9MRYJJmH7NQVXg0tToA7xL0iCBPaEFbvOGSmsXLAFVqoHWLTcRwHMz2FQtk9NQvCmUzLxoeZMB+YhQ6bzQHrX+H4gOkNNt5BvfoQwy+KqgKxzL7y3CN45OFUAW60GZi69PfOQbqcWfmfzjX1QkeQy3+Gw2eTTuvp6Jxn4K/0lBIwyPLU/MBck5kll2SDchvRuSsryNAErGYEeKiojXNUzDGNQFJrFVtt6C1Kr3owwWpFrY1lLbUCI4SzMc8H/JUj+ed9kaHbl7afSsH7+xta1dhPhqcPTBuRjCLYdr/fINHyW6ti33b4s2FMdq8FEB0ZK8rGLqQj2qwLQPBoUnutNOrnuZbgKDNwZ9mIovh5XpsZpM8AvE7WbYIhkBRt19D5sOj8aNEtMfci9xTZVAWj92hygfWaVUKF8IVqRcj6BCt8wiGYIRLvUFjlIf6cJzAAKWSJeJQCplaYKDVsRC5bybG694SBOgabBWQJFu9LAVcgQPQlHZDgP5Qd2pT6bkMG/aJP+Zbshul2soCRpRnJekLYtSULEPo5cvoEPh1zOGYneCQAXT131KXrFlHOjASk0G+waUzycgAgQo2hj8eD59nWIMHKcHcMdzSbi4nhXLiASgSzNOrsemtLg6mY4fkcuPuAtgKWNI4oiQRtYpRSDTOWKYPdkAQVWnbUbUetBP/JdnL4MTD6ER1FHdvWokkFQYDeJ/pgTLAZYKJojcLhTBqPwHxmZP3ZWZTt6mbMU5xlk8xKUVmaTLVV9OMbSqE2pFb6rh+PgjGPS3do+sIcnd8jnPu3v9Z9SLIrBiDtjG/WC1Ng4cp9eP2kdVplhiF8huVqRwIm4aD89FbZjCKFsD8beX/5v/B5wu+w0BhNeRQH2MxlDMzjwBwHEMAOYzH6N5kgBRiw11JgrTFxZYyqBAhNHj7HIg8EuHQ8npCqFFY3NtmRBXiBnQ6NZXAQjeRssgArSulMzAb5U6mSEhUY4SYYbcRjfNBWF132Ij9H7+/LNxO/AsC+XAf+7pyjxF/YbY57HgFKJ6CfQBFDcs664gRbr8DTWtgx5wCB+RnrweOz7PIy+KXfp7zeW37/9Wavq+Jcl+dfmTTD5a7Oj5dPb76QJEQiQcL7ToSAdi0kT9QIwvllzzhOVrb68lnz/IzHWqBbslXZNILJf54Vr7uJABIlTBDr41fXxR9aIPDl2V+97d/HbfqNBbNjAGPDuSqmHShCyR+JtphjkuqfZQ4+4xAyh3SHikNCxEoje0a0GLniMQbr37ftzOSXFL7K+4nFkRlpIBaZREYnNwmwhLDNJ9CNmkGCyP5I3G/ov7jDkW3kfYE/n0YjY4QTaLkCWrkI+eXr3ljipaEngUAdE529gmKRuRaFFIOjottZRgAoNVAkBTALRRYlRbV5P/wMIt8qpH8Tp0qmj6CEgO00BVuB8z10eKNcA/O8twAQfUyMo66tzGSawEvMe2T/MpPAYfEI/oKFU0ARTdGXDmeeGz0AqCVAVhQwBm0ZbKYzqq3AVKJ8LIQcC87MU7B5ag1U3ACRiuzIcTVoNIJ5mMUPLNlgpyhf8E5gszPWD6roMtJRzegq8MMZE6ouZ8/M0PurUTBLLRsPsCKEwC+H4qKdx1iR2RHdQ8K+j+dYNHoL51WVzp8IM4TEtiogP2IYA5cpD4gcwS78M4vmzAFMYAyMMbCZcV+JofvEx8cDdWc502IqLiBOsG87KdC1UUS1hSZOUuKzIQBkrWmbM+Y0Dys6AS6V2h9eKI5oM0CjwVbwfbCz0Bxw67B5wPqTDI/A4KlzBszOlrD2+EANe/d8PFnLP9hVZcyBCsXj2y+wMSDKMrta2KL2+XwyQ47I5h7c62N2jBnrzkOgtTXYMPjswVoKI68aZXlA9Ws9fYZBkS0Wi6zKoNh7iHsvbZLwMFjbXTB9wtNhV4a4LOeJta7siJOHNfeJY4D6BKggMBbiqc/5xLM/0Y+OurEbUIZqIgN2PPDlyzumOYVrj0GW5HyH9Ads27lvW0H/mz/AzbGHvVa9A1BMjRIHKYsh6sHYJHDHjHamyxaj9VdXHiBYAZ9EgHo9dkRkaUG8fM4VONK0xhJ2ILw5ncFQSd+K3TeZ+U8HJSnWfH+pFYuwJpHpdFs2aU4P1lGBzUrB2lJDR6qg1ILaGrZ9Yt9Ztrb1Dt02OuSjUtA+zty/NOAIQDCOJkScDqYIWo2SMSegC3fUouzeE5lgmwOtVZS6hY4EsIni26D+BiSDWwfmIMg7B0SjS6efwA1EUFoNVqFj+EQtQJWCqgzepxEUFmdQZMISNXY1Ar/HZzQUcPTjgefjAGDYq+LRJ75+PbBVRSuKKg1wx9dfvqLWijENdaOdSFaQlQIRsgyl0OYWNcAHbEYXsmCqmNYArbleRx8si5VkQgI1fMkpXOsNnX6pCATRcKXE/nFdwZMbm1FkdMCtxLPdnF3NaiEAN+eERYl3KQ2iyu/NYDX+Tstoc+I4AuCHkKn35cbFEX5RpgFZecKkoc2MwgM4GxPWyRAVsAubumI8CV60UtjlMjpCDZswBaQUHAcF1Vt0X4M7fBhmlLutbkcBPLatYc6Bx7cHjucTgJFlJYLaNuz7htIqXKifKIvNPCmeuzUUBBOrT0xhfG8+qKcUNUpzTja8qQWjT6jR6y6hOwUA4+tX/PzTL2QyFrK7a6u43W/4L//Vv4FDCGAqtZC26HBnkwBBxh3MMQj6ZFn41eaIkUlqToee/w6QURVFGnobISXh8GPSz55j+QNZggIzijj/M/CbXpI5l58L/rSpzaTOy2d5gp9YpUni7HSace0qq8rA+gIgrfvx0H50MlY8SuPZlCLmBGQamY1o+W4gqscEmsAw+hPj+YTNA5lsE2H5muqZdOYe4x6vygTODBazGBOqYoCbQRtlCuBA74Mi9HYE2FyCvZy+dzLPybJMYWgBS2LpK54AXaq0ZHM/ydjYQQagYyUAjueBth/waVBf3sNZmSF6dv3CCSadh/slFI2kRQibAW6h+cR1wA6PaSP1BTpcVSsVSB2sBGyzjOp7MCO3lSDD39f1F7Ga6ssa89f/i3X4HQgzQfL8/Xde4+kPRVxIbEgwxaFq1FuO2DeT6C+4zKeLHf8SI0hdkc9fevpgwQf7/oflc6hGMi6B64tEyKdBu5bJ4fVXv+v122sehXOs0XEBw5cosiigk/XJpVQUOBFNIaIf+4Ufk17qhd2p4QwgOhcAsjYrAPQ+ITIXrbhopYheZCEW7BmAUWaYsESdFSmsOsYBrRWi9XSOQMHmpcEjLEO4rpN0nrlYSKmWJTIciyeCo0wy50QLkuWT0VOWi3Eo6MyEwYvXXMfMYuNdO/Kkk0MgwiGoRD0hYNcUGgXrrP3vjyeksaa+aLSK94l+HOjPb6yvFbbbVsn639RNoXGXXMxydg+ASHTaEFRXIDRaNKZkaf3AL0JyUc4BoKrEeZ5sqijPL3T6kmIuRSlcbX7W40oYUVGUqrAoeYEEjTuYakTmSTdd4m+VY5gHjGNQHHmV5wkDrTkjg5WAShodDwa0ALBl0NLGqJ7liDJodOjwlmUIk2UER+gCsC2x2Vk6tOzJBU3PxbbWip5ZiwljhlASvCOLpsaGS6NpTsG/rAlfDpKXAA3/6enX/9ZXq8D7F9ze3/D2TnHs97c3fHn/AVsrqOVsL4wAHFJH4Xa/UWSzFNqwcEZc8hAJhzuAPATQV4QH0amphVh/+d5wpufA7AdmP+DHk0DSHLDZMfsTx8dPBHpDG8UBjGE4nsyMtFbxr/+L/2JlOWyw2+AYAz4NBwTH80kQSBVzVIxSYGPiOJ4UnXbuwefzQC0Vz37geHa4Uzi2topSWLYyh0XCIJwWr1ynxgTAsBnAZQBpdgr85/5WBUafay0mqE+GHssAj4Pfn6JB7gjh3bOUspQtzhMEAM2MZKAbkY0GjqcB2mHueHx0yBOAnAf61toCbudk96s5Ha1ttK3Guc6512PAthllH5cAOBIaqophfZWFKBDOFsGk19TSMogvjpdGIsNwsh2zicTl0MR0R7V0T05A/vwo+QSwJXgVwLggAvDzXIWcX3Mt94OAQrAKgnjGu86OhKUq2aSX7z2Oij4q9q1h9BbBgeO4PXG73TDnxO2242NOst6O43y+7zhJf+6X9Q4VdomqpQCm2LbKrl0d8GnYa0H74Q3DDMUnAxgJIGAe1EObE9tzoLlgClkqlB9yDHO4kmGkWeJ9TaipoOhGAGJGmWuUb1hRlqrPM8FQiqMtMDEbffC8Td60gKLTCkFVwCe7O95udwCCb1+/4Xg+yfITxb5veHz7Gh346Lj3MeABfH/54QuKT8zZcXTgmBOO6F5aK6RUYDLQ6tax13qevzQcXNtRwjHMUDUaUGTy6MIUhhlUCQr9iy9f8K//1d/h6/PA/e2NHXGeI8AxhdSOe7tjtfcO/2VrUeIEhG2foSHlIYY7l3i4jQBvRaBmLIObtD/mTtAbCDHvgm7JOA8bAPquArIoWq3QAozjgW1v0I2+nhvZD30MDDjmMNSj4+1vf+SzB2B1jI7+fAaQ41DZOJ+i6H1gjCdsEqghm7ChqOLvf/6FAOW2w0PXpW07ysZSaoXg2Z/sJluEpWtfH3haJ+sDIUYdn9kaO5i6EYg0p86cgpqeYgaxHr5hgciGVhu2fce2/ULGq2rISMT0TmNTiRnJPWUy9Pk8cgHgmhQ162EPDbUW2kkvZI06MKdAeg2WCBmWjoZ7CxtZKwG7wTJ1LQX+3RYK/2Gvzyy4f8xlc1Iv6jtg/gKVHC/yC9/55vgTSba0RZ8/z8lwZExGWQ6eiQSLbBqTaz7hPuDzwHg+cUiW+D8hNklGUF8dB61Pyk2UOK3DP8lOlloUNfhzEAJFx8HfbaDwcIl14N5w9G+MewTrjEpmbsadbgIIv2NE0xEflkoBZFQaoNCIaflZ6Rpogti9Y46DFT2eZfABmsQ6h74OZQGCyHD5qUkwagJoWVOTyWf6FyyFkyj1nQGghl5SgkiXmCPZ3wIwuZ0uRJTrr2QVLgBPfG/GfPyI06cRkaVFln/MHK3R3sNDQGNpCOUffHd95zD49b8jTuLtnWSCBJnWOeIsiRb91OTkAqjK9bnyO+Fctnh9DgDRjORkIC3mXgT+qqFiuM5sQcbK2ajgii38h3KTfjPw6D/97/wL/Nf+6z/ih/cbbsWB49tyAhCTPccJHqZ6uIBlA5KUaQGq6otIOvEdXcG+RD3QWiBIMIjlS1UpYqu1UtRTJRBUT9gz0HEireYegDhLwrLEjGpHWaOO8OtDfwdK8Ev8nOxFN4zZs8t7L5cD1OvQeLqXhSZphRk+pNNQwtDiRMUhfA4CC3IK8+bYIGsp472D3MiFYuZGJgRNgEUdxSdksoVsN4MbO6O0WmDqqwNK1tCaG2wOiLNVfLZ5fY79DAYv90QBTTqqLYL0BOQQAd+5IfieMYxIbDLUhJ0+1ChSTQFe3gtE4mCQNd6OqEcWivLZPEuyIHSQ01ich+qrg817z7r/CXeBjSMYSrKEFEULbPQAkhjEmntk9mPT+6m1YJ4Ze1zWwmlgEuBKYyICzJnaT3Ya3pxTZ6kIP8aXYUzgykOQWGo9665DP2aKEUSLBe8Gdm/5tI4XE+GP2IN/lpcIUAuw05m93+94f3/H+z3Est/eUFXQ6hYBcon1UumM7jv2bYOGCHAJPYgMoJYaMrDmxaLeHtNg6ssAOoAZdsl8hKM9yOQZB8bxhPUnu6sN1ruP/sToD+xbDa0fZqz7MXA86IweKujfvsVawCoFm9lpEsDzcSz9k1IoJGlOkGTYoBbGNBxHx7ZvsAhwHDjZbcEWGsaAgMy81NcgaGVEbS/1/44ixsA4xikTCxQPBDLbb3JmgmqtaGXH14+fMaeiVl8OnJnj+ewowsN8dJaVAXTSb7cNte1kDXmBdcVAh8mxHD6eKek8OJL69Hw+sdpUB5hf63Pt01sh+4ildnH4f3IaFHRMSXmmSPCMc0uVziLW/ow3OXCKRuTapfVnkdv1O16deAfoaMfP1zPhdGhenBdPED1Yq351UPiJWVpMptOZEcznzUQKAVPOr6KiCctrp7FEW4uh1Q1bG+itoW1t3ce279j3DWNM3PadNrZ3WIvytTnTg/5VkPHnfI3jCR87SlU0rUAtUDf4Qbah+4QGC0iHoU+HzgNtuwEiGLPj+XzgeDyDNWLYi5JhC/o0BY5pgLZK3S130uzHgE0GR+2toRSWDdrs8PENz6NjQLDVHfe3hmmC50eHggDrnL5y0byoTaII1njqu82x1nZ2VqqlwIpGG3pEmWUBwKBwzslEU92w+Qxx9Y6JsxRuqqKWDVo3kNFI/+aHL2+0WeEniTjMOmY/cHw8MSrw420HUGAiq5I51WoZSLLk1QMQI9AhGL1DgKVxIhC8bX8D846e7b6drBQrgu6TbJM5MfqgBh3ApFc5/VgtiiIFRahxlfpIp/3htyV4q1E6hWBmShGo0qY3bdjbBimOYzxhzg5mtRbu1fBFdE70/kQfHfW2UYfOKxsgPLOUkiClBsu51oI+OvrjgJhhu21oW0UpJbpdzgVOSilkZClFqc2ZtJJBRquHHa11R50OKw+KWRelfpYExKBkOXoEvGIUyZ5GBp7ZhETS4oycFKhtdThNu04WN+egp75W2GIEcEWQqTChHaWetmQTFD41NOajQgEC1Q3utM7T2ClKNrKdZu+ULAg/PPoH/ZNfKdiLFUfh8nfANM7zK0s2W4Cyf/w6I3PHFVD47h0ACKYxhCWkzphrWZRgFLl1GOZ59rgB1uGzY2kejYmigl9++QoMMhQF2UDAMZ9sEkLIlxprrTVoqSsmWl3bjJydudaIYPaBDsBrO+Mxv1TQZKnRYqAzYe/BMmYckA1MALRYz0JSBBv0VMxxIDD8NW6alTuRWC6pD5byFwkgicYRaShCpqCnlllqECUwBbIAmYwPllPOvWRiIGL1sIXgU5/35oDGkVxcIC4Rz/CVr67KJSahJVpr5BVsCTBl6X7gBKQCNYjCDfiL4vsJPK1YSr6z8BLgY0Zufd8wJsBMUuX4+vX5LEkRk5X4XUN7uVd1xWsRZoI74ZddfLIkd3y+lj8pfF4Ltj0iFktGlK+A1XGOxfmo3xuC3+L6zcCjbWvMdkgMjE00oSEg4yIyPCLQ1lAqKb2ZjU+kVgHMRekHXisCExjB6+KO17mFDlIJzQWNVtmXwH91NcnSkpiQxXSKz9dWosSBm1+FLbmLVBrV+euJ5yb8FGT/aqROACEpxtnaNkhqsdFzmzCTJKWEb89PtNCnWPWauUjiWX61IJ1MFUGATVk+wU9D0qpHP6AbQRbWzwbSHCi9GQg+DD9FJuO5HLoORdqOgCZyaNMA5CHvjjEH1JPiiTDWcwGMpHoDm3pQ/OP90ZUhmpYBkoylMLJRRhSxWWKG4YOdJXkSmTUeHBQqm7EGToN5GU+eqAEyJeAUzxbtQnhYsvXyaTjCoQb3B8V/o3wpBIuva9BiUvMQx/VvkQAbMni7jPn6b19j6GlTEsS7BLlXc+MZxNOrQ3IxFgVVBeLRVSvM/5/VpQLUCmwb2rZhv+24B3D09vaG+9sdTaMkbSNdvgQwWUKUtrTGf2uuMSXDUbE6q10PHhU5ZWzW5ojsCZzaYAG+LpaMT2B2jOMBde7Jfjww+wPwjue3J3rvOA62lrXp8HmeXv35XEdJikqbRxmCUF8ogzYRZrKnM9vtQrBpdHZJK6Ugt5w7xaczw2OhazYBOm6ejDnAoXgm4GvJvgMGHBplBGme3CMrqNGtCViaEqT8B3juGmAmy2tU2N73dm/sCDcHgtKDc1WnBlLuOTJhp0RpiV4YqIR14Z5tjLHseTZyyC6XeY6k0LbN3MMTKL6o9wCFy4OuFB1z6bSwfHgSlMn7ls/B+MW5T0eSxR/nur6cOS1KS660cYnA8+KRr/nEZa1ePhAJnCegl5/1+uI4oeRiG7yEZAtt3gQZL1s6sm/U2kp2wfF8Yt93lFpRVFHrTwyAt5/wtVU8W8VTfwaezwCREIfQr276z/KycWD2J0Zh6UJtguN5oD87HBMiTHo4HP144jgO9AiiVCtsdMzjidGfMFSgSAQWgImjp79ThIku2PrjQJz5htkNSFBXLm3UQzwVTqBoaxvMCXqrsPQiE3sW3QoVBVX4/tEnej+WNlJ/PGOuqWE054Hn8TxLw5WlR3MMaFHcNrL9vLbQUVS4lQB1FCgVWioE1FkSmbjtNzzwAB4siwJAP3RSlHx8fWKowivbf9cSYu8RwM1OTYpSAJjg4+OB3skOOvoZwKrUeM8gcBJdH3kAUEvosIOJg5mdHLF80jXGwYJxB6ZTAGhatnS/nt9YcgtABhUcA1IYAC8zWOMFpTgmSvitsgA9SLj9Qns258T/n7p/WbYtSbYEoaFqZnOtfY5HZF7uTTJLSB5SVQICgiCIUJIidLJJi8/gB+AX6PENdOnT4itoIUA16BQCSAmvzHsj/Oy91jQzVRpD1Wyu7cfjPsJJ95gR2/fZ6zGfZmqqQ4cOPc8T+qCkhLlHqTNWuf4MYZYSgWsCAhK+tht18NrR2AQh1hUJ8MiLslulXz0OXguvX1HQAijSJVdRS+U90wjMYUtjxg2AOVppELBzZ5HQmJr0j8pBxrCZYYQ+zjQy/vp5wpys4NYKJAJuDQamZEnxKCgeGnqhe7lKSRQoUkM+orEs0jgnDbvUJFaWkATAC/PvV9s+xQdp2+lOf3pG698ZbQHfWTh+7sV1kCvwlKuWGYXmHROsFUNUDrCrHtdvgqpuJ8kGaRdFMAJExCRYNB4fbGDkEyIGFYKW53kS1BSBujN554ZWt/5RxhzTNojEk2Q3VgTQVfRY5YhFCzuvJhAdICs7/pHBZgZYsKS1KKrWDSJEnDXnRI+AdrkP8VwUXNuP48ARiZdWawBEXJeL7FI1BheXKgJBgLXYIVnGM4F8hJnfQFoOhvRIMrkOIFW+V6mc87gafkB2Od9PGS/TPq+Lx7iOiTyX7yzwy3fawIuS/3E5yqfv+QW6WaDW9lv4sqxxeX3/J6dwmS/ZFfPiVC3/bZ2rfycmQ9xfbIbUz04ZAWMxJeuIYJm/7C1JA8RRsHCEaa/+nTvwr//j/w4giv/r/+X//DMH/Mdtvxh4lO3E6ZBMiE2IWjzcHaiTjZSUvzCiwmCb91/gtbzeT9nPZdGkU/gxkWgA2YFCY/9J4cuPkVGk0WEjAu8VYwTQ4YCDWRMJ2mFONAkHBwBbu34a/FdX3F8WyauRjoce4IAGiLN1sglwEQVhaUgNx9oBmFr49b4j/wz2r1A1nK8ntQTJgkjHmwtjggxpKM0mBXrn/g7cSf0Vufx8HgH7ha0HdMbiGYLQ69CkBSuo5yOqITKcRjwECZ1OFDUhsowkjEZawkDZRTTYFDHh4qFnK9hdhxvnsoAjBcTjl79cm0ctKwX0IluwxlE45QjqaFhnj/KyDSFktvCS3UlYxn2VnkEQ4qBhHD3ZAQhH+efuO76LWmvoVC1kXgBxXXopOvFpjskyTtuAXuz6jivAjMEFCPxL2EToZNcGtIb7/Yb77Y63+x1vbxTGvh03HK1FRyh2f2rHgdYaS7VqRRFqRxQtS/i81BLAB591PrRlA6avObdot3CCkJPaCDapaeTBMnJLEUYGfLDBssjODPrj+cB5PgPsUwgq8mH0EKZdWY5wdHN+5DPN+X6GXpmbRVcigwtd5z46S3eLrjIuw4CKRqlSOIChO2ABJAAhdO97PqTjYc4sFZ8LADhM9j0jyBrgjUSXFZOVbJg2GWyVLHvOK0/AQ3fZZYBFDofF2uEGdAsBWJW1D+S8xIRHu/kF3sZ/LY6/OvP0jtkqZrTrhTQoSLFXZwBIvSbbZlcA0SvDR9dkfE2VyBq6+7OCzM5umf2wNhffJa9kA9J7XVhOBy7g9HL0Loyk3LcwyZGvrLawDqhafIbAX2YTQwE3RMMNggmbbB1++FzAm2CPjTknZu8xzjbz4nmeXDNiLULMnb8Y2/MnNneWA59PhHMOPJ/vOJ/U6qilwCoBexvstmje8XzQz5lzYJxPlrqqoGq9+GLOfcKgUliCPtlOPAWaPQCTMciklXBqXIJBnKXcFoG/BFABX2USqvI6biLDIx42zrLFcPosdHgTmHh8PILVWSLQJxuqOoEhahAqJkIcW5VAl6W2B6UJquykkUIjzvUQ6jUUpy7U2VleBndIJS9BhGBU2is44NMw495Yn+jPE+6IUq1Ifq7SBq7RnrVRzkQY8h7AARWy4hNg95ylQK77E4p5Gvo50buxY60KqjS86Q06BdV4zqoKLyVK68EOkMEo1Qhkl3ZIzLeiTKqi0WUZwCpT7mfHjIoAd7+UZRd0owhxluGScYtVvjOMnT2P20HfSoTsoWSEJ/vKLEiVvjuMlmBTVDYzqCV89/SJEnSPMW0+Q1iY+jG1lqVvlbbkHB2IGENrQ1VB6QNjsuyH/uSkLQ3pAwHWfSPTPFrF56LlXPNX12MHG8KUYPQF6FTE4fbBdeLqk4dP/zOh8X/w7XsxK12/YO8j1pS1OMl6Bvu1n9lp3LaJi7DBy0Xv+IjyCGEzFnDAvzN8mc7Oed474AREFxAe7CTMzrLG3iPGIHBk4nCbmGenKPplbiTrhtqKwQ4KCYEZTLr0rzPhVqxEWXZ0nTT6Rk4j8kn7MsS9kawqJqxKBnwehIY59+1ZY33fThE2MKBPSh+1BHikWuEaDT5imUT4XmKGlHlZ9lck7m9ZLOufPD6n3+miO/l5DWmx4yUNAOQKDL76LPG9bLwUJXF77MTr+2rXOHs9q3hvnWP4N7qd2ozzfzIwL37wSsYhXXW/7DCPt32cfT2S/w8cQvfOL9f5Qh8Jn3d7WblDLB93vecXXaPL7Uusg5VQsmLCLH8m4y0bVfh6TExk7OP+8M/+Cr//q7/GL7X9cppHYWmSVaHrIVE3ZwXycrnJGUiZwyU7UQjKUV4+tw8hsR/dj9d9kRyTCZBeNG8k0eTliIdeDDENiexADrgYvprnLQE+ORJoSsd5tRFMowFAsCn9noNVNvgEJMCzA3SPrnSaf4sghZs90vV+HHR0LgNr1UiuwOz6HgJM9sgc2rrfq521ZCnUdiwSyCDCzxo8mxZQQYUvrZIY0EsNHK8Iquc87NschCOXQaoIAbiTRelwsDsZdZScZRROZtFMRytYFGkw1ISOZIA4OUk9rS+9ge0M4gIgXQ1MAFESzLeksE9hhwQG+tifz5u8WHV5bYIXeD/vDZI5kABQGtFonwwJ4cVL2Q+yHG0HmXtsfT9rRfvGpbdodJf7rLEjV4OV9NN9vxLUXLbT/dLVhawBjw5dafJ/85sIGUetscva7Ya3L1/wJbqp3e4smanRLvy4Hail4u0L3z+OZCJpLJYsZxPNtsHRjU8Tq83nn7Yh5zyfJ0sA6TBYiDzO8Yw6fYpi2xxQIbgkvsdYP1nS1s8To/ewA7o6Xbk7+tnXXF8L5rJbJcB7lsCOaUuXTGIWaY1SYjPqrEiU8kIYRE6Dloo+5hoq7pdxGUACPQBZcT4DvXSycxUOGx3z1EKrxQVwBUv9AMANRSrvn8XcEwCuMEzA0vUIO210bpaGysyAimtEPyeTA6ooJvuY7oAYbAr0HnYhUkh0cgPkmAN9CM+/N4x+YvQngIYKZtvNJuZUZDm0K1hunPWqy0MMO/3i8FztmQcg7gEKgLT9GGu5fullfZB8Jrmm7f9gGeh0eoQgYpbVYs3t3AyZ3HEkoJ3ftbXuMXnjcCkLexIoJHTWSqHD3WbFLAOtUm9LVdFqxdGop9WOhtYajqPhPBqkVnZf6z3Ye8mF+8vfirLcqp8TcxA4ez4+MAbLw6wWVCuohfZXFZAJnM9HrPvUPZIAMdgew5feF9uRjxhf1MwYIzrbauq3RFbcJ51id7hmGTUFZOc0uGVmXaE1xqsCWOW4UcLp6cT6Hn8xdkuUXizgRIDeO7WPUpsSQNSA0/NoB+ecUdjYpABqcCq5YoK+Xwm2uUUZOSULgikJgUBRSsWzFK6xEsye2BfnGQEEE4kW8LHKRRkvhN21SiQpR+8A2Dqe2jx2YTmyvA7GZBiBl+hsaB6MRY/kQvgPKOi9o58O64C4oEjFTRreyh1qijIFBVv/zALoFwEbb4SWGmUaJJ6LQaex22RKC7iimgLSAA9WZQR1WihmXxpDhOGT5c82oaWS0YNgF2EHKxr31iP4YxbcMKajj8HyyfBtxMIfgrB0SBkgl6qLDZog295iXQXX0iIeLLtcT/js+5zRRZP7pibTAJ6G98ek/25MCJYI9vuc2xUSsrSqs/25R9JWsFmY6gLqhtY4dPhWQn2+MViCyfJNXQnMa0esX3O7ghMvL4ZIe3bW2vcVyAWIcU2uuNv330E514mZ76eTEGuprNHB16dbxGWy3gewGbyBivicSMET74OJttGBOaj/NkaUuREY5PCPNTsYjVMknnmJYw0KvmeMYsEoHrR7tdIvt4iJyDgjc3IlmKNT+C77yvAj1m+zKMvjVdMPSV9FopAStBUSZWoXVzw7+KpmA4AEMsHYSQINzuUxmc26n8nrY44xaJ5Le2w7LhDZn/zJLiKeWYtE7jcSIL4+FD5xJtj5UOPoeawNqOAyqrYTkT7gy68FtlzL3vbv711xjvmMv+S6t30PPE4lX8j9X8a4Zgy1dnGJhxzrKJ4vpQaY73P8k0ZgnQz9M4TMDksGue7nPaS9leUV5VqQMeMr2++X234x8KjHRLUMXltDqQK15yYWiSxx36t76hc9FwM1j/hXOvQITYkApTydo5jvkV1JMEqAFYCv1uyIUpMAtFIdUeAsT/NAqotSVb9VICiPeSJugh5Oe9NF6QmAJvosgswqFQ/6NR2+WloYkihJys5LwJ4k4bwg709kuefsUeNZlmHzcEiQ2edr8JZ7E8CjfjMXVQ/qpQELGV8MiUTBg5YLBBsBwJiAGgcvHKSqZy1KAlth+PM5ZDcBXorvBWHNbMetOAQTKoZowsbvdOqWuEiUD2br6QjkArTLPU2jA7AC9AQiETRx2do9rIPJ55Z3a0/oIhXDopZ6TkAVph7lNwy0E5nfsLxEYLON6QuYFAF4UvwlHlBxIEtWrvTLpU+UBvIS+DnSOVY6jt+hQJeqwKggYGaXOJGLjgm1bShUHyVEsgOzFSSuZ2LpISIXFwIh4yfH/s1tUaqG+w365Q33L2/4+vWHAIduzOY0ZnTaQVbS0W744Xc/4H67rSxPrZWdApUIh4TmUSk0oywPm3tNcLtQV6/31QNk72QcGQPA2R8YJwEkGQMKw/n4iPdDZ6hT+DpL5yjOOgmgTI2SA3YhmSnQar5MzNvbG21ZjIsxDL2ztffqEhe2Appt3xlYjJGdT2TV76tWVmQ5QheC7iKqQ0uj7TCK9ooCKTCyQU3a6T4nu50wGt1aOcLynBotu6czEBLQWZvCjDYAHCVKit2iC5hDIlDObFM6bf0Mp6nKSsClLWQ6guLjxLlCwyQYT6YsxQnYCzrplI4+oGVGssIXlTsnDjN1dDpY4usQMSgiwbKcmjyPcIxY64ZkEPAzsVrKoqyu7wLUyOnRrSuBpZ0p41dI5CEF0Wd6rFhj9OqArPU21mm4Lz0+B/GDz+Kd6uFsQ1GswGpFNQeaoY6JOjrqqItlVGplB8NKAKm2tuZdrwegFM3dHPxf0hX6D7/97q3i1iqKsLSxuwfDkGPFBWQmgtljVcWhAKri+XwuX6eqsB37iPHifK7TOmFLnxRidUUfJ0afvNe1opYD84wyjXyGcNjs0JhzY1holpFJ1toBrQWAroQgBaAd5+zQGSX2q2x8rmScgEEdiWRct2pr+PbtHX0QUCy14utB0freB758/cpW9E7wyIUMHxOu4Wy6oailQRQYZ0fVBjmY5PMx2cY9WDlf7zeMZJ8Dy9/PJF6ueSzp67SzkVzLoK2WApVKPREBr08L2SyLrS3RPUlWWZ6u5wOOYcMay5IQl1BEHFpWsiz9xtud5XvFJmQ65mDJ7+gdZgNSubteTkxVTK8Q65igyHnua5pRl6cojqbIZisp/VCK4rgfqKWEULuvKefuqEcjMIYIL0VQQg/Jp6MdA5lNmS7o3TDAsi93xwh/UCCojKhQhTFDKRLJGQGilGnpRl4SatMCBMV+ZpRZKChScByIFuEEFBkKsGzv+Xwna6lQC6qIgs7QVVM1QEmncDzBU8FKtYhCpKIo13+38OGMdnSE/tMRYuHTKJQs6T//2ttGCF438TCzhJCyYiSZXfxuBsS5NsVXX4LV7UPGX4uFk8DRKq2xnQxK0CKiE6wkrbNiwefA2Y1syzH4XWejkfPxHuWpZG5b+BnTyPAcg8Cel9DIMgcicZP+zwaQEnyv2zePC1rlZqq0QSvp6hBj10MPJoiNuVhoS8NMM1aN4N+SYc1GNlLi/hhgEBy3N4wx8Xx21DZxH6xKeT46jvIkE7CUVZ46TWATlw6oWd6245wESXMlzSgihwV9jJjjARblaJH1vxgM8XuV+V2HkyTv9PJejovlU0Qs/gn0uMb1O+7YflLGtn9y8+3/5vXxvF5fu17LTkVePptxW/jGG1ilM5W+nuOSRM541nYomPdvHW7tW9at9OvEAZaGrQUY+XOuT+6Op5nXsP03+Znv/VO2Xww8ei1pyhtLem2rNURFAVRmJfscwOio5QhQh4a6Li2M64hIo3MNaGPBjczLerifUL0x2UFBtUIs6uOVjg8skmaOJbjswTRSYZe1iVCYzzII5yg4fUKEmaQSTAQIorSCjpgKRV2zlXpq5EhlfWqeJNkLXDDzGmewsY6jsQNTZnXNmb32DEWxSvASEHsZXL7BBi2y+nPA2LWCkzPAAThu9xtZB2Bp1hw0eiq7naSZbKM36ThRUyGdHBr6okLDOdOZSn2RpHtHIOUe5TCk3hXl5JxmqCAN+MRAaYLSomTMzohYCda53CBHI8XZg6GkpGaK8P5a6svEPRI3BmY5hpUtbkWB2g6cnaLX2dljMRPisxLidy/IuacWiSwDvKivIqtCJZlUUIKSNoGkcq+HF/NIsY00r23m21BINIeZa0GDA+V+g1RAZqGgXSzaEqKzigqz0IgBIrCcS+T0Kh6ulQ5fdmqzKCUkc+ovIICrFbjdUL98wdsPP+DrD18BgMBQUIBra7jf33C/Nbx9+YL77Y7jIBuppq6GKFojYKShp1ZUd0tiAaJgf69QyTLJcssAEs0dahXP/mOQGyk2X1vBRInykoFyVIz3B0Z/YJzvOKNExRElKHNg2gg89BatmAmgJFPPLtRkClw7bBrGOdB7x/MkeFQKne4ZQ7UUdrx5zo7eqSOBCNQosVHhIdZaHDCJ9tmRaSYLhY4fAIiR9ZlsyxW7GQMjVyFjBzMcy3AoQKDCTjpitNf8LMQppgxdWmeITAx1JRTD4iAg4CIK9JOgPgxAK6v0BuGoqLIsr4Qjw0xlRW1lzRGzgeJlBS0emhq7bISrdY2stsPjNBiksrFAegtzU8xzDeUb+OwdCWI+q0C2NcNqAa7BYNxoD4DXun5f+96O3wy++8qQi0CD+UX7kUcHIEnLv7z2co4ClCTnE6DzGqDYHKujYQvhZK+C+1Ex7ne4O87zxDhPzN7xfHtD7xMoDShZvmb71P9Ct//1//zfYJxPPD4emHPXEbejge3oJ7IEDGACCihwG2hNF7Cg0sjo+eYoIFuWHRZPOq8lgM8eYDNYvnTcD1Q9MHyAcmsJCnec9kT1AwI2q5hzMiiuFUcpaEfDMAeinD4B7GGGMTqz+pIJIwI1mcFHJHAEzMC3WvGR6yFYgqZRMgoRPB4PHMdBG+wEjFxSeLag3W9otVF7DoCHyHGpFMif0tEnbZLPjqNUlCOSOFrJwHJAbAdsHgbIzQILcqju7ppArL95byWpAlcfWCFCu2MpzwAGmwwY/TK7Za3nhyqkNcj6XgSEc+B8nkuLL2edg0tMKZcxcQn4hypuyjWMOk2AquOoDVNAxy4YsaUUHG93vP3whQzN3jGbQuWGuwiKUOOJfsdAHxMKwZgTH88eZzQgteFwh5QKg7IjWaNAsffHKnd2gPz0wsJrlYLt8USW3baNymlvPjBnxxgthpNTE4t3kgmf0nh8c0wbMDhG3iclo5TJ0AmH4DiOKJP9gDvL4Wpp1DlVQa1Af3Jd7meHGXA7Ku6/v+P53ingbRSAdiXzqPvEUW6Q0JKySYZNrb98o+t/7PaZlfACBKW/uuJjQXbZTNZglp0mCMEtYYgNEsEjuYa5OkvlGuTukXnItWkip0oyJ8kwA1yiHBHRmbZPiE8IJsxOzPMd/fHBsnEbwbDkvlf3ZY/5rSnJAbhMlLk1BG2BR9QzdKsr5oHsMl/Vwd0HYJx+84xmIuuerAWXdrAbOykKJLQCAUwmco8yAiCPkA6U/IadON6YzLzd7iybvQCd332+Adl8jsmvz/86BhJEQjwXFprIAkxEtsdw3dWayxd/46cx/HWMxDj5tKPPXsTqWByx/gv2dEWD/oHbIpdI2pZ9DaqK5oIeyRqP88qO1EubOMFDc5jaKj3bFip/fuq3Xe/DCziU4/LvcWiu35E1ZYTaYOnfJYh5Pdb/nxylX8yCccHNLKiE0d9InSABnq1LxLecnUZKgfjEHB+Q54FSC9tjC8X6HvZYx0pKct4Ye3GM4wFHyVjeOAPFETdyyRma9HuR6H6hWIg7RILuTWCDAMtVGylWCZUlmMu4vnBRYjoWnhRsYYZOi5CVHWOrFv5BUGcDOVlCVo5bGMIEK4h02nRAbbGIshPSBUaNCZpL6s5Kegw8LMPC4K811uQDCNEtHqdcEOqNoIPGRRCaCpGxUQauCotW3XT2eS9LLCB7bDATOSPrZRBpgHjoHXHRHXNGWZu+BEQSTIJDTpQx0afhftwAEYzzhIri3/3h3+PrDz/QIVPJOJKabx4Oil9YbSZoVWPfUZpUCWoOB9h9jo5hOrw5Ln2Vt8U8CECBhkrioBJBamjIhLOb+wiIAS6+gEuD77a9wMowADsIR1zLcftKfZy5WS4vn5MUKI8xJ0Lqt8pylK9xJwUyI9vnc1uuF+bWb3grFXIcaPc7vn79it9//R2+fvmKLz98xb2F9tHbHbdbQ60N5zlQy3gBClUVrRWoR1Y9bAvxcAGgKLCw3QFwRqcdjx+A4LOZEVQdA/b8gAEYz3e2lXUODxPHsw+c5wNVARTFY0y8//gNcw6UqnSuMrBzX2WPFqAqgZ5wEAQoUtDPDlUyDZ59oHc6wpJOe3H44Jy/1RumFwrau8MHMCbHnxaBTZZ2XIZfBJ8EbWEGl2x5jAC/CzS6f+T4WhmvElDIXqMh4Tx1gKCZObPFwUoBDGaN4HY5GKCKQCMbL/BlQ1J8VlQwxrV8Q6IsLLs/WZTNAhkMamEL9du9xdnG/Jsd9nd/i2fORTjEB2w8oe2O2u6YpbEBQ4LPzpFjswOYjN3Iu1xjajnsC0QCPmfQuB/JWUy3XQBlN4cL8CBhf/YameueI8D+5aDFihn2CRpl1CH4L9eAIWxW0r89T2LfoVQNWRGuisIK0G4N05gJ7r1EYF5XsiUB3RY/t+OG5xHaR9MjPpmX0fOXt50PlqdyfDKQmdahDgzvmM5W7mqKe6kwadS3OP89ppGp2xIo+BDUm2BYx8fjA+c4qe14kBlpNnHOGdpCd7R2R7p/7JQ1MCNZYAacfgJFoVIxMJn5FGo0aivs1GlzgdTT+BkvwuNodkRkSagWNrocwUKZczLBpgptbd+UCERL6OXYNPRpsPOEaEE7OJbRFdNHrM916Q/lGokJCMhm1FLgRTEjeDdztB++hgMW8GaslRRC5owjw6hGIkrwdjsiSZbJmgDkB9m35bIYXoMw+nFkgGuIkK/kUQRQTCwoitEHFQW0IoJnUHtqGLp0siGrsp19oVZQqRq6VRkgpSXJ8+C90RA7nKG1xR6aBagsButieBqiq2WB3wX4OHHTiuNo0CJ4N8U4B56PB6oArR3cZ4D1TEA2TFf4AD30VnEcd7h/A6pALctgA+wpTNYWEfouNsMX5v3NcnrJMmdjs5U+JtyZwPEpkN4hvdOWFN6j2UewdyOBEDp3miBFlELV44bTnpiPk2Ookb0mmsCCsaR77PMwZ7npP/vnfwVzYPSO+hSgPdFKRT0OjD5ggz9jDBQIbrfjlzIjf9aWgELG+vTlqSv2/QA4OnluGGH/LDTh9RvX5GoCJkBabiZSTGao6hlLaOfEBLWtspxtwjEnO/XBBqib6qGtxnLIiokighNMDi/W/SUkCkyMu0EcK9ivQHYI3XNnzomqDcnC8igtnr2jlAMqR9jGvmQKZnRbRsaXqgCojdg7xd5r5Xpq7pHgyvsV+RGAwJcKWrvhdj9wu7/h/nbDcdSlwQrQTqgkkL+eLoBr8vnTc8dPAaBrddkVXMmnvB9qfGd9NquBIs5INqVsBtHLWIBsf2jv8uJLbtALF18FSJCO33B5Pa/NVrrgZEKbDeiyj/k+Yzx8lzGFwArSF9sn+MkPezn+BQTKe6wXsMgv/tc6x58GUT9hF12ZbXh9K+9t6gV/fj3/Lbjck19g++XAo8tDyeu2cHDgm66ftcQaVE6YRRaZNcSuBaXWAAmw9le8YJ4GsYEmCq80bllWJSLwEgYvXoM4vPparNkKka45qVzMKqky406GEOu7s5saF4jQFJI9hRwIEWONHwJEa4zJBcNhzV44G9QK2sC+b7vrtJQFAkm2iAozkJHBcttMHTcKambZDDzZCGSmZO14lrZRjyDReL0EJkT5iP1kLaUHyEQH3ZygRoJvxKMU0Cif8yAhCyAoXFwt6lnmniwmUWqRQpMBhm2dIjp5LOsh04Ad0DyeFSJACyOl1GKorRJsCsaGiC/BXhVev7pBzYiKIY0dH5iKAqXASg2abgRLqaUQ3e7UHHbRNRIhJXQDpwACPCW4Eh2j4nWeCAM7N8BcMNzRLgYWay8cSFfG3Z5vwDJiIkunAUgjImuxRjjWuRMHy58Q9wbCIUDSBrNwLgKt1IiwaRg24CMFIHlMtgf+GSv6W9kaOxC5Oaxvtk06ByKcF713tFZxHDfU2lCPI35uFEhd4qFk2bGcKdkXge6v+DvHta9uatkYwI1gIYPmQY2jBTBNuFFoec7O7kqPB6YC/fHA4+OJ83nG/kibsQg83Vn6oirokQHOLGh2fXFh96NSDB9D8O0scGvQo6JKYXemOSHGksjTSPGek0DTCBahA8zSm6GPbX95jCiy97mcCVtmk/fFZizmMeVpSgpsCnyyXJXVWJxDNifOh8G7MaFQyBbIICI7ftD1BGQFgbkuZSVJBIUe9ngC/RmLTNMV7LqxG93jcS5b/ayKfnb8zn9AbbQNqafUjgPFUjg3gjYPu6dsK+3DoW13mON2ZRqGXU6x0mgBzfm7vbmoKMCiOOevmJeB0aTnuV5bayKwgGAmR+LvdFzjOOknvWSmJcvf4sEtZyWdNQmBXrYSz8yuRcAQ5EayS2V3Ri21oFpFHQ21Haht4mg33I6O8xg42g3nMfE8nkCfgP4FlMr+AzZ3gjNaLMTVmUBhc4b0KwLciN/mgNXfY/aJ6UB3YYe7+xnrmMFuAqlsbe/oyIx4u91xtBv1X2qBDcXz44lxGmMxByaemPpH3OoXaFGc54S5oB433O5veLt9wduXrzAznJNdxjzGC9kvBXOc6OSRUKA5dGxEBTKCsRpjQ6Icv9XKUrgoMU+/b7rAokzluB+otbHkTQYKLDr86cW3FEDo56jP4EAEy0kva2Sf0eWPfujpHePJEmLmm3nPS6mAR1DY2LhEROJzk/6BtmDWZ6Ch6XFhxlqb7GP3TA1hPZcFyILMHriQRYmKIamRl4mkrWNHoefQwahC8X5L2zPh0xZ8tNnE4RukPzZmCniwxKfs8hYttOftONCyczGANh3PxwPzOZgQHR1ShGtn6AamoWNpO4AxMcrAUVmy64XHV0fc02C1iGMOCqbT78yg3kKWgMy2fp6o7wYHO7lNFLCErMHLAdE7oA3PJzUFeRIsiaYod4XIpP8d5dbn+UQfvIfuHnpWTFYkuKdaYMVgyYC0gfnsmLe+xk0pBe04VuBcwM6SsBaaZPKzwed/yC1BnPX3JUaji+4v9j+jnp/Z2w5qLwGyG+U7iNTFOpB+MPgyYKitAnNGR74Jthycax+MBwhccQRtcIWd9wYAQSssP2TNC5PWCYYYonvsJOgNC0azsdsgxwSvo6hAUKNsfzLUkZApSBvgxg5vtcBcYV4wp8O6o/eYo6FRxNaKvtbPLMNEdIiegcmJgMSCINcCWIz0xZIsBdASJZmy4mvk3ZHNkpLwQ+UTyuKeQuafoYiIcT6NjesISDaQIP0sJgqoWWcv4+anDKHNg1kxzRVAkstYugJI++ygagvkt0zka8Hft/0kvrqE9BqJ87327BK6T3tZ12FF1v0wbPBsn/flHixc5Opo5a+fGoOX++aIhOzlve/Yj8+3eoF2MZ9lERt+me0X7LYWjkJMFPUIbjyd+BzMEiyVpCXP9ZC4WJd4kKE3Exe7qL6TGRQIs6srI6FcsJNKCYRLHjUYRFS5gFpEM8xCCaQFMBDsHZ2O4aGXJAhwYz+vFyObgzu0PCDJsJLVbWQbXIl/J4MocJQXB52fozAaj29OUdK0ggugc3ABU9Z++/V8/DI6ZRv1NWg9OpddXmytEc1GtImdcxk8jZrZDEQlYW+LTFCAMCtmcUTgnDOULtMKlhxbfwh0uDKTbY7FFgipWVwXrZw74oBMOlRWdpkOxgDEouaY2cd1TmasSV7jMt66AnqueH4EC0QbhQMnAQKZBVhC4L7mIkV1IzPhiZIH26vIrpleY4AB87JYPzOpA8bDru/d93nR3oUA0RIidQdUguCkETz7ony7g86wZvDIU1J3aHQjXGM474kAXghqSl6D5Pj+DW+lsHymBLMhWQ214taOKE2r0UGHbVBrazhaQynsMiaa7MLC30VeAmkuzr5LEXJgxdQyYxtnznlmfCmK2mHjZKcNN/jo8NkpVP080TtL1J79xPPxgcfjA7meUdOoR2aax+rnRFHF9AKbjj5DYNazuEnxPCdKcQqYTjpiVQEpu8Qt9Xqgjud5wsIBzIzcquGGX4LAKDcJ25Cg1urMJVmAxm07mbyg7L6ZwymGH+9ZUMh1MtMrWijWCsGYgA2DVs6UOceaK9m1C2tfETiKoByK4mQu+XQmDKqjVISQMDWmqFXG8+i9UzQXHuWn8qnM0zZgfgEQ1zrgvudMrhlOJo3l3REl2Gtz6QSuyra4rk/4E3/lepMv5YfyHl4dNIRWRdyXDP7TuVnHUV3jOstglv+V13c9TP47nDEPh1Wg0MiMEnwt0OVwVgLUhd2dammo5URpBJKOdjIQ0wdKbZj1RFBQ/5JJRwCAVhvLFmNpd5wEZ8eIVs/7IQoHNLJ9BaJNvMT9hIdWkmiIDwtscN4errgdN7K7hCxCGdTMKT7xHB7adwIpzrL6YAOxfXYAfLWhHA3QKN2wiT7IXckuZ7QyUa4/B8rogEbr5lX+GqybGExzThxvd2iA8xa+GaatJMmcE83oB0rMKTPeF+pKliT0QqTAvKMHIygp8AT9w48MVl5mpFP/iNOFYE0GwRKMubV56pkR7Ku3g9hvlqLkOI+yfT6XsI2CzTyKu0UHLdlHAAJ8mpoggy27mGA883UBMglgFuzQOcLnZhkM7154IxIgpBJA9+KrnHqXEUfJbQS9LopW2cmOydTdIRGe3XAHCiqOkDzgHTW4U/Q9S3ibnHCfTEzRcVnnlPeL10q5BAjZu1lmmaxxd4ONQfHwWmClkOUU5zPdoWCskOsPO24NqEcjihJ3P+z2++kw6UDo+JgNjCjN9xDcbo0VAGz4Qk1PuMMs1u1wM1spuJcbzpMg1zSsTpQqgtkH+vP8M63HL7DJ9VcmfgM4FIGRkhEfpu+aHcqugf3LupA7XPsCHIM+wqfgPfcbEUQkwWwlbEyYPO6dictxPgjkwIOZp7ARbG4wjiQZxlGLQKZgXALvJqxiWeLDIV4PwdIjW1cqLFUXEcz086xDdCIbDZDx3QGrTHTP6K4606cHUp8v56CWAhm0kzZ9VWGkL+QGlENjfJGCqLWhtBZxVwpm6zoP6C7xXbZs+VufFsmrP+a+dMt+MjQyVAHCN3VI1S1bgYyBs7wsK0uu34udmb2W14Wf8TJodiD2cvDPyascYJL37R+xvQ6/nQTLGEsiRsTl2tPfWsnmPI/U+lvXc7Gz8dp3N9/+lyNAvZ985JO/9gmI+wl2JHk9l8ebb2XcGOf9N//iX+K/+z/4z/Cf/x/+9z9zgv/w7RcBj/7mv/o7/P53P7BbivKGHFCIeWgY6X4KkkgGJzDEF0JHVBErO38tG1mDCYlo2+tokMshLgjg6hAmADSdgiRMpnOicOuYnW07syW0J0nG8RL4IOdplqKlQ5dAyWcAJ3Hy62Q0i7mS15CDUy6ARBqy1/u9M7xrDC8QKEW0sw1yXOi6dy+bJzDD0SihTu5OQziD9SMAUBQldrjFVyUCSN+aGAs0G+saVUoId+dk8QXkAL4cBzoxUaqWNcQQGlBJZJlsH65KMZnMg20UrTMnFyCow+ekuLkH2BLMo+UcAmRLhP5RAdlRNo1ZBinp2QMmEFeIM6vq0kAaZYBEWYvoCOMQT1Qkug2An82Hmow1MCu5HzOt12fjKBdDd0X3czwgHNJp6SgC4qGDgK2O4og5ZdsAc9hqiJzbep3YloTmz2RJ5/XEvucP/FY21aCeN7TbgdtxsGb8YHe1VttqfXqkxlEAS7U2ZJvjNd5zbqcuWwTeSOJGegHhCUhkl3za0qkymxghrtzPE+gns2buQW0/YeFc9n5i2sTj8cDz44GznyGAnMLYgjmwJGDGmPAKDC8YkyQNVvgIRojgfzwNGtr+V2HnbFW8gjWjfdzZlHwvmHCWAoHb7C1MUbOjENKbIzicnsVeArB3oAFiygU4ijI4s6Xb5PnvsLljGnofFIO9DMYse0HYkuUUAFBxiqR62cEIhcPYFCAMHVtC046Y06b2k6LNu3tSBFXGtr4LzEOuR1uYlzaSABKBnlw7ZrgTkhz9uPjUpMu6+otTlRfq6cZ5ZBzDZl4cIH5+2wuFY3c+CafD8pliv74OkRksvJzBxa1ba6LEd+G+dKTYmEAhasvx9WhZXgp/vFoAFGTS3u+3dU5jEmwVAR5u6Cu492AN/CO9yN/IVlpjyaKSHcgM+IB2i4A7ggMggFXHWm+UY496bAXnk/tc2iRwuBXMqIE6WpTJOCgg7c7EWnTZS2xEtOBevgJe0ceAjApIgcgNUhogFO90Yetssu/I5mB3qx0YSOhaLhbxTPD5MoadY/a4HQSdHaFRYxdAA7xOF/gg63r2Sxm8EUDepWsUz0V0z1KfYX89mm+MVRLlEcNoBsbp64VGYNaQbp2KAF7XGkjdpeLMhK91M2yKG69ht+4GM8DmILoTfmNYi2Ur4hAqZL5vIoAE/TpsxRXUtWwtTzY21hlevxvsrPB9SgjtGiIZq0pZBU3/BMjOtx5+C8ubyYLIMkF17IoBARng4dNSgNtRoRiywantiq/oC5ECBhFVWsiKa2IUcX0GFSaDUFhabUKfcpqTCRp+FVSC2GkoYIe2JWbuLMU+2REGpZBdNicwZ+f62izsFMuauctIIiFY6XExUmjRvTuejyfOjw8oFLdoq44xMc7+mzBZl1B82/vl78Tf8ZyuAF+yX1+2nEgR54jmIr88zk+fv7zkWMDR9fviCkgwFUcP/SE2GpHKMnCL0uc5OplLNkIHKabIyo5ekria3cpk+SUpW5Kx5S4rUtSm1H61DjOBW40ED0GxKRNzAHP6LkEGVkyz7g/od2ushf7JlQboyxVH2HcmPbW2+OFrTBjk86Cw/PfWfEmfIQ/ycs8jHr2+dzlPjRuYYawDYTN92/jttcTw3117eVhf+0w7+HKsKzMnXpeom9tEqU8+D4NmLJ8nL/QfsmVsdomvBWunEISm2+X0VknYjubW/H/Z7/WMfuZ8POeCAy9dsC/vxw0Jk+jrteU75n3CFizIWqFM0uzEZZ4f1nz4+rvf41/96//mbwc8+m/8J/8Cf/3X/xxVBtROlOK4icBOw3E7aBwSpRO2X906LJeFWBiAjzkxMoMsGgCJRjZkhc9rIIjKAoYsghpf4ENZ+6aXEYsuCDCo0smd/cTsgJaKev+B5W0UH4lgf8NHKlzM2BY1Bps5RHNCsX2pxCLvqa0UwZPZGYEBYoGOgAJpyLE+G8rbqyY1OwOUWNxruQQqEtmAmLzLJZEMHvKJ7YViT0CWp2R2J8vfUjC7VkBKZDslM3HKkgwnRToXHogD41znVfSFaIo0CGxjmoFHBq9pgD3WIwpY6xqqcxksGi1m+n1MSNW9D5BJgxnC3e5xnvPVyOEyaS26NAEBXgpQbGWA804rGg2p3thFwZhxLJUZAFLU04ZkVj/0VmSC/cjDCUOCq9sw+PrexrLlNRVwOZ8c3glwkGmyyuXcIlBNEeKcN0J9dfcFZmX3PVVHtpbNOVo0KOWIIDSBuH8s/P8falNlydrtQLnfcb/f8eXtDW9vb3i733E/bgxWW8NxBKB0HOHobsHWpMRqLNJJrwfy0sNZXIDBq9NuGZQH7YtsGGZOR++Q8Vz30XrHPJ8YzxPn84l5noAb+vOJ83xi9IHzOVDbDXBm3cYpmCMClSijePYTw5wdN8BGAGa6mALF09mNNseWmWfaM7gs0OYSIkVmNbLuCTyW6MCYbJAoQV4lrBJ09RWdgvbs5WE5gAhUiu755gR/CfYysBG7LOhORsKYhjINllm5AGZLaQCEINwY6xol15DFepQkjXLOTbDczA0ixmBPHNMU53nCfK65nqUyNtO2RNALj3UrGIAS5aQBRrk41CkkC2VpkKY6wSoFtSWkn3bXc818uX3pnkuOuuVUpWOXDhwfwS5hTWCYJb+29i9aXoIKsyyvwU/igL2FLc/9xqEZC4aOhjqqFrg6O6m1hjaZZJhzoh8NrbdoIsE5p5HxbAe1rb4JNbBCGR74S+j4+L1NK6QSzKvGchwDYDGe9dK6XkJoNorYQAFflnuJKB6h5+IKisuucusaNmzrIc5gcI9BMLtqQ42xVbXi8Bu7Yz0NMhukHRB9A/Qevg4BBYZ6OwStKrRLAaLanEAwFvtF30dVLrqeHAcSQCyFrcfuwKcMEr9+uUMgGIM6UGQb1bi+Ap++AKLz+cB8PLnuKwNMhG4OGRW4zI2wA+5Q8mWQZfuZ6PL1uStjb9s0h+/MepxH+k4wuwSpUbAWDQMywLomn0UU6s6elZI2dH8gQev0LZHgCIhCuih93DkviUlc8CkhSznufW0FUgumgwBijbUPl6jRd3JQwgBobTiaYchgOZFkuSq1hp5PisA7HCU61Fl1BsDBUKXrZktOQpz7KCioUmOBVTQxnKkfGOtByiZILUu3bo3FAJfdPfQ7d/kGXKJ0qhBEN9p1kV12LEKNO+9km7qzcY0o2Ua1lljLqQfZWlthnFXDmCcezxPffnxH//hA1QppLXRdAZm+xeN/xe06lmm6w94vwIjeLuVfZUuJxPdfS3TkJShfqAOEPsI1pl4+Ls8CwNZryePPXJepmTbj+cwJ9HFCvcHFMc4T46SvJLPD5gBsRPc8D3eDwCcbckRTnGRJrx+C3ykhMKM5iIviKJVdbt3gUzFlQtQInMcc7t1X85i0z2m7POd5AipLn/YTBCcAtbc9wPga2o4NUhtKi6YB0aBJiq7zZ2faKNFLZ0azG+on/3Tde1+PKB7oBUbJ/4FM06WhiQX85thJdsvyL2RXmexE9Pb4LmZljSOJeNev4yTeW7FwXkHYxNXt7x+6xXEyCZo/tGkKh6FGh0u3DQBeQZudMH098iWSzhcux71c9OW9l2ex1sP86MY4+Lbj8+53DM9jq2iUz9mqdLnIUr2ezy+w/SLgkYAOv2zXBnAsWjogFCt0wKVQQNqTjTEZc4CTfHqlE+W2HIrM7pbSQrj4utomFCEAOHnYLSbatZes7GTNLJejDVZQPHWsSYg5MT6+UVsj0j8Wg05LUtsUD2S8vwEIDwdOReCV7BRIZJedlHM6bwPwDlFdbUoZZF0uS7DqOOeIcixPEecspxEch65s/C5r8Nf9CACXEKT7uZplYI7oGgLH1mFh0OvTMGRCQscg9F157VHixixPGEyABjzmx2KCxdPirY3rWvW+O0Mt0flFdQt4wz2ysTF5sg5LDJAWWlW2yg+LKkqAlm4zyhTZwhMBVCLHTYhmI9ho2akJAMyvY04XhX3Mc5XJrFQhAJuDXbpqgbgzg+sTBb67u3mFawlLkWMo/rsj9heDfn2oy2e8POdcDIeSJq2qIEEvA3hZFTMi8hOjDg2jr3TmPMHIQvM0PUXCsZ/lbxE8ElnAkby94f52x5e3L/j69Su+fvmC+/3OltBK+9Qqy9RaYxa/lraEe7XWYAjoAjbses0ZE61jx39ifCPGuEdGwOeETQJHcwygnxxlDtjHO8b7HzFGx/Pjgy2nS8W3b3/Axzs71LAKq8NNcfaOHuLW5szITQDP58AwsOpfWBs/p6BPajvt8yfAJIXtiAEgBd83+yZZmhHYlBivMgET1sbLHr+WSYFCMARecS22uo7ZbQ9i/yoUgG0V7rRHPp1wcdiSWgvMgWcwUaQU1MqAGMNRqxMUnT1s7VzBncRvVcUESxZUZTMvhM5OnwbxAYFFK+4INSy69nTDkfPHGTAjwTYb8Ox8iHRWMk8HAKGVoRLlyIggtcR8MgaByykPpqUUgmcZTH6eduGoGXY5hEYJeAbp2/K/Gg/LUjvBhSUky2bQMTS2Rl+B8CVYuDxPM9rsvSoLStnMpQwO8nmXwm5bz2dDKW1pOjw+PmDT0GpDqyxha61Hm/gGlMofHcD8ywSPfHnQZKDy+isIAhNkGcOWhp2IQwvX1ReQFZM+BcjcmFHOJVqCQcnj7S6BFow9ghxHU0CpeyagQLE5P18FkMaOlNCKExVuiqYVXg1qBURbBTrZdv2JaDHiBCT7GJxTIqitgSVcmcHmybWDHeP8tHXNvQ/gKLi1GsE+y580i1ZVUFDQVC/NJMhwOsfETQGLtYtRTzAmyi3a0DekptpIMWUvwOwB1AZAPRwYUQOmwgYMWhdgtEpjPWO2YAGrA8t1IZs5AzKbc5XVqVLrqRRFKxXneWKvKjss2WB1AFGq9G+j/FWUchEmYe+uc9ydeoZmu5OTI5gLfM5WJETSg005ZsgG0BfOtcAAalTdAe0FfQyYUNupFJavTXN4MODdgTEceHTcGkuCF9NcFLDoLAissbqYjq4YNqBwjMczWrM7Dq34Nh1ehSVKQMjqxNgHQcE0fxZBVhotVYJUgFOHSQveH8Dsg10gtaILA3zzEWLkbBZSK+21BevRfGC6oKCxw5oNiAC1FYwHcJ5PyJwob294u92gteHx8fynG45faFsxzyeQ8hoIX4NWM4tSRksHHMwjch0rofmUe0g/qBwV89GBrOR4cZYCQAlAWpTsQrfJ8r7ziXmO1WDk7CfG6BAYtXk6mdo+B7I7m/VBEf51TTzgdArDC3LsMQbN9Z9MZWoQUS9yQrvidtR1vowlOJ9np6yHm+M82WUtm3A0IVMoYx82rzHsbohbSgPgPTHHSmCz4RBiveRcbwEepW+58PjQy8uKDF5XJQvOFWjGmAdM4JCtyAsx6JKu2OBHxF5R3bO6V/NLF2Za2MgrqwhYpXgJHO0SrIx9YmwtGZa0da+Jsb1vx2L+5z3Jsbv3+jODfH8iBfO5C3/Zx+sWMTlYzujIyo1LddB3jpNn85MEX5yDhH91rRiJAfKn8RzneUQ3rp8eWi73MY6RZJSlGXY5yZf45c/YfhHwKAdXIvmpVVOQOjbBxXGwc8aca/AhOkpplIBJVahXINqfymXALOGzizBGjjslRhUfpf4GgtqYr10f+mpvD6Cf56KASxTOk/66yyZUSZ+FcJa/yT2yP5wEO0AiIObG2hCyoHAptyDDx53GT9aA9H09MXhLA+DR3jpOfYmMloKiDbU6xujI2mT6o05KZRoRYYC0fNUY4H5BOwGOzRFaUkwrEkii0TN4B7JTUnyDk5ueDa4WRIUtg22yPrmIsEZcBG5s85o19HMOmGno0bBsgS2/YwzgIvgcVylxMbyvIzIKgjnnehI2DVIazvMJ0xJMAlzopBFEOc+DYBmfuZYQ4E1Nl3XVBmksaeIih3VO2a0BYNcNy3adnvcs9iIC+IT2jjInxAYG2D7+GnTWWoH+nsN/jZ+8BkBWRgNh/N2BbN2cxn7rTmEBX2u0ShiamGsWATaEzy0U79eC6QGmZn72T7UK/dU2FaA14H7H25c3fPn6Bb/78gN+//UHfP3yFcf9hlIrWqlo7aAg6EGto1Yb/64H6kFAqdUaVP4Ixm0spyqHZN7rWHKClhqdxtzR3/8OxTswToxv3/D+h79DE8Xv3hzvP77j+XhQrHOwA9p5nvh4/8AcE89HaKEYGWEfDwpin+cMqjTnwbCJaYIeotZjTgzv1P5CwRjs+nP2B2FkZbv02SfGnNS2iLIxdeB2K6TtX8ruMpuRdfybzZPivliBGMAxVgrFV6/bq1OxP32OAXucZC+E86EqDIKLXsrgkoVKxlGuAxbnZMEwzPPTUva8F1xYdZHlUwXUMMJxBSJQL+w61BrLGfN5XjNJ5my/LOkkvrAbQcFWEbaberkJWDb/ez7MDGamBvAFN0ANomUlKr6/XZyJ73xsZeFzuRqR9EgP6OoIulMjSsKpTf0G0bAx+0JeV9jLNWZIodkswkITKTQGS0GpDdom2jzQeqewe+2ojXojx9HweBZojYYatcKq8p5+36f6zW+shg4NEVGINtyOBkdFrbukeSVewhepLR0hsg3NCQQBAJRBwrL9MR/mGMECDz8qNbrcMOZERUFpHIzjnPAQh60iKLfGRB4AdcFzGoaQ0ZpJw9VpzB1vnd2IGjpECCKdo8NEgXpH1RaaONmIg7aotQOOiT468MRaayAF6CyCohZm+GRD4XVn1Xl/WKLmbhjGe6wwqBhKFbTacH4MlPQfgAWMR9U7QZbwwwRAccfwPA6ZhBqluU9ngKbYYGrqjBTzCAQN1xINgvhkMhxRPgPE+l6A5+h4Pp4RqNNDnCATrdaCaRNHDfCqhA+T2p4J3Fa+Z8rOkjIHxqgQHWTpuKNHyWJVQbk3zknB8nEN1LWaZfumGXgUVaBWDAHXRns1NL/73Q9kEvaO8zwxxqBe3FMo2F4UEJYcnucJDLJOvdTd8EUEEwj5hJOdttL+p0cVgTh96gHxd8gEyjgBYfdj0dRsMnS3kHJXZFKttgqtNzzOE88+0GbB7X7gDQeATA5O9PMjgE9FK+TAj24YeELEYdrxGBPdJ1QUP3z5gkMU7z++A9Fwwqqhlooqv0G/6bJReyzYNx7JeJ9QZJdsfu77Yaiv76QO5F5z5CWW48H2OpU2zm1izB4sw47eTzw+Hni8f0AruwTKNGAyWZNlPJCCcrzhHDPYQMH4V0WtWKXmq9xc0mdO30DXebg5psxYwggKFUld0wBSHQRZJ+MnN18lwCXiQ5sXiRXZPriG9i5lkQSUUz/jDgr14cYDWib0iJhZKwBeV+0DX77+gHNO1PuXlWSTUhd7njHDZpCrY8driDjpUmofqBIww+YhgWfG6K3ujm6pO2TJrsyS9BgzKzb57gh59f+SfbROI87lBVi6DLwrYyyZQvnaKrO/bN9xr9Z+8vg8rwuQI3jZj4ruuTANFdFcSZkopYD31ffdz3z5WitGuLyeN+Tl/vjLaysu3CDHPreLhIQKK6JI5Jsve/zecf6c7RcBj+Y4+fAqULWgwVEdGI8z9GcEUiqf+0RoWLB7wtZe4C+HkR6qehkMIcwHh3tZn994Jp2YoqTga2RjZrwO6DIGbg4XAzudCHrvOFpbVNqExscYlwnFydMH36fDm+2NExGVYHqEs9efdM7SAVElUGSG6R9w7zAo5rzFfvL6Nl2tzwmViuN2QxUBhBkvDRqwiKx7z6DOwTDDYJNaBKJBfRdSdbdDGQMynagwDgiNm3RA+YhkVVVJItGRNRMPYxnOFp1ZZvUtSrrgyhK/FdTQwXu73zFswgYdKUyyXYqSjk/mUlC9acUYQIlj+oTPwXbnM1qztgobJwSNANU04KjMGqotIy2I9sYyY/zpmpR+eQ7ZIcWi5CtZR2qGcz4AOErdmfi8lyM0Kyy6uhUNajWuRiqd1ii1AQVjVTO7Qee6vH3F7APP/mBGEVgZ5xnG4Ziy6LMAjZzgEiTG9Epjo6krg20w0wDy+0GBReSgLg5EAkhwxPj4jTlBRN2A+x316xd8/UrG0ZcvX/Dlh6/4+vUr2kHxwbe3bHvaomshu6RQHLOEk1vXPP9epkIUdGKQC+ZkYDZGzM2OKice1pElluK+iHvf/vCOsz/paJ8d46RGiKKglYbz2VcJhzs1Rs7npOMdznxqjqU5F1WMYRgTmObUniiKaezk1Gc4sJXsOBWwlXar1DWLhYrspZhrSB2SWMZjaK3a9DCFBG5GOBv80BwC6VjZo2v5GB25dEaEwoQ5bmOS0AEacOezYLM0hmgm/IElyA3QeY2yM49nVOj8CZhBJ7jHRgRRgYsEk/glfqe1htvtwO3WUJouvarF4JQsI8n5ZWyDPVP0dWKEbWl1hTx77Yr7VzAiSaAYwbIi4OYhBkqNFx+8theYJoFwAFlmwAH5Wg7A9wVQj+PKCp7O3mkFL+V4CQwTBr0eD4vV8BO4aDmO+FlHhTavwoXdWC00SuqoGDpQVSOJQGo+waWKL1/eeP8Hs9LP0Az7S91qu0PhEDvBMFmoKzQ7AdrJUsFSObnMJgjhMMNsK3lCXyRLYgmIJiAxYZ6+DAEOC6kdLSU+YzAlY4esbL0Mb4nED30JUwF8rCxuKYVlRlygt6A+6LOpsVtrauhwbDCpQ78M9A2sYJyAPwfKOXGfE7V31Nnh9zvmYJOKaYbe2XTAiqDYBAZW0DDmhM30MwxzhGOtQD0KjtowSwR+wdaeMUcqCryA5zJCTG5u0G5OY/ONSKBRUsEv4G9ECD95znUl2RyW1b0wWDCpC7Ipxx+fP+I5J0W4NWwlgpVRqanYzSBuaBJBb1E0FZxz4pwD/cdvsDGiI20A+u6YY0KlwwaFg4dNArGlEvwRSizAfCU45xg45wmVsnzs3EwFYpGYLIUdswQ4nyfql/oq7FvpE45gcM2pEGXL8vHssGEorQIGzM7Kg1trqEVxAtFcgoyeUgu0FeiU1c1vOsuZeu9sFDEGynELFjopL3TPBLMcwO0Ot4nneaI/3yHf/j1KU/z+/nuIcN0ECm63O0YwG0cfKNWR2pas4qKY8DlOiBSMoiyfFkGpFcfRMO43uBSYGT4+HkBtuL0d/1Sz8Yttn5lHQKQAPvk4CQTw39ldOHfCsf8iKP/y3b//PLhWBONnTozeoUhtKYKc/ezw8cBdvqGc7yux5FG6bOv8eEJ9jNU5Dy6Mn+KaNTqDQS4JsJd7kiAIGVZzXC5CrrNcgmFHU5E4xxwTj9DsPY4j/PUSIP5Eud1AOcbt1ykUtd1Q24E+JkzYuW1SfBL/7J/9M5R6sDlCqZDS2BgBghIdKJOsEBHEy71nx25nNYELxLaNv4I4K94O2RLGjgG2fWc8XL64AblP721NzdSNowfkl/19nwGE0BPb72WVU57XKi+7fH+xotPH+Rm7vBIEkQgzEzLTJqtUEhgrpeA4DjaNmZ8yVYltff8Ql7hyg96LBxTOH+OrSwyRO/oELC3mZAJRGfevyiNb9h4xpiUxqMt8/QdNyn/A9ouAR71zopJYMlEkb87ufsMUQFlBpyMBjevQQGhTRIAbTnR4pDQML8MuwCWQau2loKoFsEKDVtaABkZk8a43LynA8MioY67PewwsgiDRdaxILC7ZPSaxFjpvliydfGLROSC1MMZ8h/uEJvlaGJiR0uxLpIuZcMD8hM0K1UqkF8zWsf7XYPrcZTEQdpeKQ1Ncd0bpBTPpAJaeEJJClwXxgTprzrzi1KlIkAm2RTHdQ0snSqIQwFxEDc7IZWXdJmjY6QAyM3+/3SBu6IKgnRswFa40dFRKIlV92ICNjmmD9fo+MTtF9LQqxrPTiZkGCNt20qIbBB1iNRsfsNOIg2UgqoDYCroEwg4EMfMoOIwwEnxWYwogtj+f4zgDLifsMqIDTlnvCXxsEeJcbWa94Xa/obQCD7r+mLy26gdGgrPYTvLSo1FgVopFIhZTmY/IELFr07XNYzp0nH7R6TCciCIEEswcGowWsxHAq4Uhkpea+NfZ+xvYVCmSfb/h/vbGn/sN99A9evvyhuNgJ6Hb7cCtskRNsktMlgSUZNI44ANwhUywVGuQ+fMTJwsetFSCAFIqAU4D6nFD//iAO1COA28/fMWPf/dHtHIHnif1HkzQz4HHxyP0T8gsGoM/7o4R3YpUWAY7LcriwCdhEVSykXRkj/I8K9s/l3A4tDVoIaSskUFZi2CApzDApbBc6wJQSt7rgFsxjd36KsHuPjk/zQy1kDFCUHR3OqTGCPb409jz3GsykIBU6KpFxhph36mtQrAKWZcvkUgIrbgErTjUactqKWwTrLHohr1WAVBp41cCQ7ECAYLEqSdDJ/RoDR4aWUAE9B6lRLNjtgqRCtMoZQaWUXGLLKwywFU31PFE15pavTG2+GyYzGR7ahoAHpOPOMCezKYJQjE9ATGCEGtJjXufz1xqMsh2AJGBMe1ElKVLgO9rzcByThxYrNBXj+qTQ6kCtQDjC8urZg2QIexybRW344CNidv9RntYK1qrKK2wNLX8Yg1j/4NtP7w1/C//Z/8WY0x8nE8URXR7FPzx25OgaO9wsxDxb1xvwx5jplA71x8FdVhG90vwx+y4T66BEwPPJ7jMu5AtIxLCxxLjOVvMU2aANsAx5mB3vPBJ1Ar6OLePJQB1tGQFgO5kPiLm5jWRsRzbYNbMMTEGxYZ36X2AEjZwfPs79PKVWM5gO29xRzsmjj4h6BilYup2wlEi+xrC15Lzp5UNmgXYnGubtAhOrMDPM9qGJ0jn0b0rmJg1/B8R7M4/AVqnMHgEIVqzvTeQQtYEkwSqJTrrafhsfK20RoHfALdmzCezCUUChZMAk2DpjWjhvOFrDMTTh332kwmpWiFVozy7AjXKk0M0WFQxo1RLnoJR50roligHykLR1JyChGB26Fl9fHxE6Q8DnFbZ0bSfz2C1k0G2XJNt7AkOz4EWY5Lrhq9kmyQ408rSvUsQYPQOn+zOVjPo1QAKRACtK/CnThNlEepRgznBEyFooTBj6bUNxxDKDtAGO9QcxQZOK1FeY0A9OL6mh25oiN/XSmmHuN7j+G2AR/y9/74mAxzfx/9FMsjFpeogv7Mb9QhvMa6dFT9vW9MG6KOvRLKPAZ8nxE9UnDjkCZeObmxawQT7Z6BC1rqWsUj+ZlKfz6n49pd+cm24xF/SMMaJx+Oxgu4iTt9B05c2Vk3v8GmB85n0kwCOzBwDjkPITHcjWGtRKu7BsC4H8P6Y0AK0W0U9DpTKpi7t9oZ23KIcmSX8uuIz3nTzjGECJM+SXKwHhvyn4TssnesDdBIwUlsvmddXP1AkJUJyDDBGt4uUx973Tpz5y+SX9dHVrCDWtXyd+cSQkYmVyrHt708AKMeLMHWWbce3VvzyAvyvRJzgyhb9DJh9F+ySeP0C9qx95/oQa3b8tRh3WjfjLeM4i048/nkWhn+1OpLbbjCVXXHzirYPlgEivj+p/wnbL+J5ESrILhoewXg6neFQe3wmb5w76Ya1sH1sOBellH1xmf26OLCqynImyKrrJgKdoAoZL5L1ncBCItV01S3mQRLF5DOLEqUVHG8BZnMDokX0NjuyBmOgMeGQJFNll1p5Al2JvMqlPax5lJ0xO57gTToEbh2uXNzpQIAVDLPBZADYHcvcHbOPhcrPMVlqpjGAVsABpPh2/imX/7xOrAwaEyixT3XLiZY6nYI1HqIFuTNkyWBolZTMiWiKtgJE87HITyKA+VgTD25QN8g01jiPjtk7+gnUohghDp1MK7jj+eM7IA6pichiNU/LW5Fd/xDAiPgub4mLX9dK7SzS4LN0DGlcYvyWWvmMP6HUjiwZiBPJY4gsveHJBx73jdTdFFuWFfUlO40Zi2SSZaZUwG4hHkh5Gj0y/Qyjn9xfTLEEDZamQgSH0xAIPO+WpuNmsQA468J/M5sIUArFKQ92Vzvip7WKo7G72u1G8EiOg6wQl9ARKTTuJQCYOSjGKsq6cgiKe+ho5QjaARHCmLNduy2Qb1pmWwd8UHPLzHGeJ0GAaPE6+sD5OPF8PDFCdJ1dD23Rr2cIKlK/g456Fqw6EKSELcLvEQiKOQEOVerGBb2Ynfi4VM+pweJhZltLdJNcNmMbCgY1E7VQq0ckApco80IHPEROVcleYFtnzmOeMudTgj1wMCCLnyVYG/Ml9ZQyw8bgksGDRXIhA2EowTgUDwcinV1+prUKOXs8Og9tMGdgUBTJ3sjMDhDBczugQlDYjKA/zFAmy95gHfATbk+4KbvWDQcqxX5XF7iF3oT1DIq/rVr8rW/kiV6Hs5cMUXfwOhEKE2mO5LJ/2eyFQLuXfcz7ykBekB280vlIsHABEsJjZXCfDvNnnGjPjfRztvOlIVY7gt1I0FSDYZRMBf6UYMeVOsiKay205PgjpcJr+6dai19tK6r4T/9rf4U//vGPGCEGn0DCcbvhY3T0s6O1GqDFDC2ZAwBZiZrZcTiGnWsOlQiAOabmxWcMHya7fboFZQ/QeqCWGt2yhON4GnSEftfgWg0YilRUAUueVOlbCNcumVGoax62KuxggpFhNxMEyLE2jUD5SNsJ+mUmCpuO+Tzh9cb1aMzIxjuqCoNMmzB0WPgchyhutWGO1A5TVKUcwjwzWMokDI9ZFsDMe+jBvomYcYm/0rTbYgYvwDbtfeiPJNhtbrDh1NMLRpe4Li2y7MJWGpuRsAQkWGGxXssUSJbg5lxEBA8p0g/QDoHsQUNoNQkAoZ3qkamucFSpaMextDMdHGcuO5Fw1wMfj4FpHlpTWSHKc6jhN2QysjaCT9MMz+cz5nvM46PBZud9z/MVQp9FmUotGiAbwmZgA9XUYvLVPt1B4LL3E4O1c/xsLWB3QLnYsUvQl7+F676qAqWiyrHAhvxuNlEjCEBBZIUBhUwKzEiOzrmM4N0EamQI95NaWk0FcmtcC83RCllZv9Ut7vx+IRIvO6jDWqM57ujba2rpZNzgTHZQnINjMbmsnt3xRDCcTowhbUTu30KMmXuQSMzPkdDlZfGRZD/xvMmCc4jQXlh0Zc3QAECUsmsIageoEEw2d1ZXuAHDU4+Lfjo1dfe4X16gLDeQvtsLK9TZpdI99CBD9H5YMB8JcpbSoFVx1/RnlBp/opRVOCicLVqwOEYXQCRub1R/5GvXjtYXFpEgtMw87+a6r2mroNmZLuKMafEcZV20xrpz9QH2H7zuGbFKTDveT6TQt7wcfd3RAIY1pG88QBMGLjshfgWXrr8/72/5KnnugQtcQdQkb1xBoBXj/yO3FZfl71iHF2vbf7rXlbQLhthPgSNfPtwmdVy+v66Xf6k6zK5xJ15v9Z+x/SLgUa0Si+DFvsjFmCRlNBz/PHuKQFM0jwwVoBwt7NIFkAjjtYPc69FDjX8FGklnjImsWYwDlhZYAiZZQ5mieBc2SIzu7DC1Aqd0oGXrewBYpXBrQc+AmhE9J06gs7DMFQqdNwE86mUJIJQIGLI7VyzZ4QQAsthNarI0PlwtWFG2juG2wRtxCn7R+QitikumYbEX1iqBl/u0wKI0NMsICLJbVJbpwY2lgUgHiwNY4vs+BwW4+xkPaUI8FocxAyyxtW83Ry3RQtbZlcoySzEHF/VacJ4nUig72QbPMalZUuoKpiQBmLDyUsCFSij4l8zsNGkhi7TGdiLSaxiG0wEJfZBC8YRNCw4DlPWwa6UJJwSs8XbDcgYRAR+B0B0Ypk2TNERhQCxLoobDVTBAYWaCA1jOSi6K5nSYF/Pukt0kmyzLXfiLWic5JiTKJSaQ+mO/mS2ejRao1vXjQmDEABiiva4UTITTIWWV6ex7FcFWujxhGpZ+2OWQFsFEBhaMMsKxj982Jmx0+Ow4n092pFFBOTsFVM9O0XoHj+lO2xCOq3sQSSJmMbwUHmKdpGYZFe0SJXx8zdeADD/dNc7flRV2LnKvi066IgitgJwHguxSl+VG1S262ARlWZxzHPZiThUp2yE76Lrom4lQ6J+YE7MxkkKlMQ5HsOMIbpQ9abFtPxmbuhwfLQo9CgPjyE6Kesz/DIqDWWWOsw+o9nDAti0g02CgzgKrBmrUDLh1TKtQL/CpgBb4HHw2kPXEQnISbmxtrUt196ILmC6BO4NnCMQT1Nz3CcDWLMmGFJcg6jpEFiAVAGMyDlar7VyDfX9V9n+Q4FF+bk09QTg9WAfbTlScZ5TIGg3gEgRVLaHlR927Ugc7stW6OrOVSrZE/oy/QOaRAwRCMiyyEHxXQa0s73dzZpdjbSlVcL/dADieHyNKSTlv+yS75AgxYg8/hGsQgNA2I80/nutMEVTFTeJ+R5ctczJ4M+CTFRRy3VSJ9TnHUQTZnHY7ENvZ2vSdrqMZSzeoQ5bOCffjETQxCdL7AOcVAWhqJBo1yUZZgrFuAyKOdruhlYLuwPQamosFMnmvXTR04DLNFf6epb/Gkg1qc+4yAI81d2l8BtjrQLQJp+2f8TsbqoxhUM2/gRVxAuveSFGyU673TKOMLJhiZjP8EL5P1ymTdWkrhexzN8zwL186Z4ZtFFPcdLdlN+S4MLgaSqPP9CxOMD3ArEwAkiRKVqZmSbcGiBB6izynKDsVDQZ0gPGOlfwtWuDCVTb1Jg9t0BIVBW48B0XYKwAuq7RGS4GGfMBxHBAly6kkwwzbd7mK/XsAU1JYeMmW7zMC7Oiw2nh/5qRA8gw2h4uwXMocYmPZ4TpZwimjs2siyO5D+J/iAPS3YbdWJJb/yNBn/Z2gBHANtNMHvSYEYA6X3aGTX5GIBQJczrEbzrQAsYZnIW7aiIz7IgmULeuj05ihMEnDoyBXJDZgonOkRVFRA8wx2tcAIiySfCT7cv2Z4ctK+gama85bVCLQX97xUoLkKz7a4SoAYE4nYGW+knAS8zY1IrVkV0TZa1urKEdbyZvsnlzagdpYrrbYdLF+KMsbsME3YMkD5M/632UAAKtT9jpxz4ReMI2R3aoj7oxAn36fLHBn7TTdDeFaMsHYxHU/4/jA9wfm1c9cwO/2IfgA8lQjZhdgsU3WfvY14jMMk4AoLqQO7HErMaZfb9WO+17OfIH6QX6/gE3rGvKl6xclPcHrvoDXC/3OBeUDvryeHeBXbIn9z0WQiW/VduA/+tf/LfyX//f/4meO8w/bfhEL1kJYtqijOFkZCo+Mky/KaYIVWQoABOXUxioVut1usdfXG5itSS3R7rwVboHYRsY0Jiky22yGrC1bvi9yECe6t0eZg5NJRGASBkUEReoCjbRkQBnOSC7eishS29oXMsiOBUmiM89ioYAZrjkNipreP3x1TNE4M2VAsKa/Qis/e54T85wQGGptOBpbyM8QzkWJCWIRskQHoVxMAZAFhlgUXwx83CfIBigkNTMiqxNATC4m1MlJ4MqwdHOIcsDmgI+J/nhA0qPKgHtl7YIxk8wIpaCljckODL3DnQFWKxUYA8/+hBk79NQwxCYAhuK43+iEaVl6ECwFk32PL1oiEtde5Bqkc1OhmOPWjIgsLwA4s3w7gxrC257BYoy+ixFRsEY/W4TaJJhWRDb4JxuhF9kGh4KiKU5oKJ4dThw2NliVbcKX2LxjMUFMeO977wAcpZAO6xIZ0AAg5iRtNzN0c9hP5umvusV48WFsgY4CFjEfmBA8zFD6xJSJL28H3BzadHWm2xo88VNklfFcA3h3LtYrnorxTjHXGPMBgIoTNPEor5rjxOwnzscDj/d3ipU+n3CfGOcADKilQUVYuhbTggF/UFQd4EocAbxsdkl2L5JS6Bw5AJvMno1tH4tW1FZQheNPJTqFeIjGS2gLJbFMhIBlrk/YS3Vmh0vqCiWLCNvm8ne0r9d091geQA0QirOmZlwcMn5rMBj4ui1vU3jfwbIFvSBdAsBVeJ8AJJPPRRgEuaG+3TG/PSJozY4ogBQEoy9E5N3x8XGinyPEs9kVqUZpXGqn5L31yXUNcwaofzknN9bW53rjXC+ms4MMaeRbDyQdRIBzeAQgrKVCauM9LLrsiq9EDbCewMpy5xiWVwdFHNrqZvLGOF9OYDp8l2QDYp1IW5OjT3yDr3terv+sw2roxahEWUcECsncrG1iWkMdM0q6DtTSCU62wm6IVTHKbzeD/6e2IBpfmNMZvE+IKo7jhlrYrVPBALvGff1xfFAjplZoJbumVMVNWV7aQ6+Rj8ggpeJ2O6h/1ql1MzpBmFIOlNsugcvgZpjhNIPUhnqwcxDnCEufmKRKhUBdYHVmqBOs9hQUE4FnWVCaU2GCrpRCIMBChDuCq1orxijo5wO1bUecoAHnS9GCWhO8xwrugLRLG1BLTcgRyQIHYDpZYuoIX43+yYwAM8Pa8CYRKUIkk2vOYCBE0idtgYM6K4KYt30CxZfPNP11PjgEKAX1duMcz1IsIGw8jzuGAUVQS/hZ5tu3KCV808JnNMYGhS7BEe9NzNOc14KlyUi2GTClo91aMA920JeM+WEDPqNTXqOmz/l88u9aX7o1jTEgIFuULFcmvopSJ3ValHmZRTyhMB/49scPmJ0huaCrJLJ4RT8/MM1xP6gbWmrqFIYgd+ilZKfnBLK0ZNn+/nGQYXT2EaW0RtBaK1CYxLNgA8MdM2kDnAZIodwx5uqoxLhBgcIqiBlrytCC+RsoW0OuWRFVeNjv6/vL842AWi7TN96IeUX/hLVLn7Rv3NgrwrbfCoRvEvGgrsB3R2KuhcmWWgmcHAO1H3g8bhA74+hcdxZgYhfx53WGa+W7AGCC7GgpKpgWYsfXpfEKvIgvP5GMGUt3k9cikXfzZFsBoztsdlizYMQJVArGdFQwJnTk/AuGXqOcQDu+wBwhYWEsbz1uqPWITnL8rquSER9xDESWrcg1fK/HtGBme8208FtFJEBnj+ceTCUEu31OTLcXnzesQawZobcTfkHOqYszEhjPHk8JUm3mzwsks56erGeSANL+XIIi3w1D/DMO42t/ghwHr/vLAZNM6wRQPYBCxsSbnZ2xvIZPq2oLDF2HdGyf9ifHkqiW+blz/nz+WB9IBipZYOWnnxRZ4yAxNjfg7e0r/of/5t/++uCRSCKyCCAgan9hQGr0mEUJGR9WKVFjr5HhmqTeEMy3y85/6riKUOwPkg9LkfpINAZBXw068DTDOc71eo6VBJpEEKr3QdNzwMTiXNiaubY7SqlrHrhrBOEh2hqTkkZlbEcsS9hswAtnkzrbp8OdxCMXjNOp1t8QED3LEqTk4FDAgq0kCGYRFvBTC6K+lCc4IxslQSes0ZmDWTsKPWs44KIsg+uD4m4+6fStEo4szYLh+e0DtZUQiQ7a96AjlwuRCtVW5hhIvRz4KlaM5z3ooHUak9TI8ChHo34KP1+VNb1zPHF+dJznB/rzhA1qHLXbDfcvIUb3fBLpPwbk5ouxMM1QjwavDXpgU/6j/axNi/vQMcwBsLY/bcfmd7A0QFTQ2oFSdvZvCBeuUhRzbLoq9bR2pgM5ngFkPaZEacIYfQlVAoAWgYbAvOgubXNXUKslS0viO8u2+Iszve1c6FfEhblZzCXEgkAmh0gItWZgE1plZmwBDys0WaWu0spfd4uJWypw3IDbHSKC+9sd9/sb3t7uuN9uuN/uLGO7RWe1W0OLNtTUr6mLQZOtsFdLVYBz1kKbS3JR8wX6pXgtbACIQEhCE8g64D0ApI4xnnieHxgA2pNA6/PR0fsIoWA6or3PCGiiTGowWLvE9jw1gEOrNmQb5/txoE3Dx6PjD+8PzDmDHVRXAF6LBOtvBIgUS6wTZJAYi3Qmkl242Ve0tbF4GuDDMIRj2UaHOctLSlWIVLjTEQIQQNFcbZ3F53JYryC/SoWpQUG9E4NjJuigCqBSI8ypKVHB5zlCEyRZeqkL5674OFl+YLPAXVd4aCD44yBwLOExpDBrDeH7hH+yVGWGbhLb9Vp0gplwoXZBjRjabQPLgPN9AeABhmduf/papzydzPUdZriKCVwqVge0WDu2Vhfnhlwjgpd/XrJRyvLx9PpEBS1Bvotzt/QAbTdp+Lx9dt6XQ3SxTyLkHik02LbhnAfwz7XKUEqwjxpZbbXWKLEqZEPU69P4C9k8SyErSolECwge+zCIVNxuMbbTwS47o1xLhYuj1gpt4QuoQm1imCOFWDmPCAyxA2KUtY+J83Giz4GjAs92EhC/MfudILqAAB8wYdYxBzuzUTeQ600F2JFNOP/7ScaFzwfHjTY4BCYCrQ0q7JTHJWjCXAgUGH0ImwQ8irAE6TjeMB7nkjOwyWsYJ0W729FQC7XI2PCA5V99kMkpEuto2Opn7/Dbfa2PFiUt9Me2RT2+3PD4AD4eD/pRjfak1gY5BHJQyH72KJudtgLXHXBqAFjBeLXgQoZPlPZLpEYJMjteQurK9CcrAZN+zHmeBL5rI9iLqC4pZArVWjCjDH+MsRj1rkCVsjpHtnYssHgPS4Ja1m0Flcf96waNZYMJ4wJcWawJGaR8+/YeYE7opMyJxxgomPj69Q21KL6NB2YfqKVgBPjS+8Db/YZ2HBB1zN6Z9PDsdLzPs2SZpXMevL3dURtLWQFhQK0F57RgQxXUdqC1Axa+sJtB7AmbD3ycT/RnDyA22DAzdB5jTrkESBSlwvDQ8mQlOh+TGgTjAlZVQDTkCGKFmQ73X7/cdtvpDPgvPAhfkEyGWktPhcxnDTZZ6glJrENkw6ZvICiQIhgyUdw3Y54hN8HmIpiJSgBrXfHnB3wyjpiTjSp6pyj67TJXaRf53ezwnFeVrCOzkEtEsnDyHiCAAbuUSPGiVQuKEjBRLUBoE9VaUACM0fH8oK/UDix/XOMWWuRWZ2Gzi6IBwgNAMIcAp45WKdBWoe1AqYp2u9EvKR1iE1UL7vc31NsNGj6eBTAKVZbCxfpP6sYGISI0u9yvHWNz7soaz2Qhck7rkIuNoT+SQHWOD5u7o21BAFdpc2zHMukv7zmcusBX32L/na/59eQXgPS61ssapPt6r38sXMazgVZ8awFXly8szIHXp6VEwo7XUTSYlBlPD5IuLIA1uxwvzhbf23IEvrz/cyCTgr616upqubCA10tfoBzXGvrwLhcbHRngTDL/OdufBR7Vqvjv/4/+Ff7F3/wO3t8BmahqqJiY80QtiufzRDkOLv5Kh09CAwMptuwlEzzrIUGyrlJe0GJcYrkFblw0W3KjWN8e2ByschlYjqo3HhOTpiwBqBJOm9FZKkVRG8XW5piYgy24oczOJ1w/RQiCaUHRyE9JsFIsDKlIAGrR+toKs/uTQaYJ6dhwZpSBvD/73AWKGou2SCDLFbul9nW8qi7NAS0Kc1k6KgQ40oAK3ApQD2bNHVCpKLXBzdEf7/B2wHxADWQlZJbK2CFvlcNd8D8gywiZucnSHesTzbY4YpZ0VVG0QoCmWMd4nHh/fODxeGcHFI8s0GR7Tp8d91Y5VvoJ6wMmgqknYIZzDLgLSqmY9xsqyOhZi0Ter+i2p3D0eULEIeVARtPJnhvu8DEwnmNpNqRTL3EzVSuydSTbyPrK0mZrR8nsv0U5j0TmIzvU8eGhCCc8wcjtvCUHDeKrRPMq6pZln55OjJA+SkdSVnzqtimXvAy29kVJ4NDXXKM4psF1I9mfOrD/eltpwO0GvN1Rvrzh/nbH7Xbgftxwbzfcjzve7ne83d9wHAfe7keI0aYWEkGk2uoCnks6zfGAWT42gl20wSNzMsdklaiNECeagM9wfJ7svjYntRJS9wsUjO3niR+/fcPz+SSIVQrePx54nE9mwaN0zVxwHDdMOB6PJwTslnXcmJq3EKHuI7o5Oh2z4ygwqyih/VUAFHFmlS0DKIA8uzTGkVVxX+VM5ilyzSRAwDHMwK68vBF4LAq9GKOvXxrOc3BhU4FrwegT/XkCcBxHwwGlfYpxrBLlvF7gEn0PBUv7Ih2AHOOlsiuQ9YlaKsxmsAhkzRGxgVoFz/MJD/HdWFq+3zUmAznTlenKcmHAw8Gi2DlcUArFw0WAGmVZimTNjrVbiUVdfMKtAwEeLZaEpH6N7ARKgMfFnTZTjOyO7502EGUl4ag4y4fzkcgVFtcIcGyXc1uIw153mDYlbst3j/kT8Oh7DpTw4WoraIXOrwjiGSrqg/oOx+1AOUjlv7/dcdwOAsH3O47bHf++HfixHsD/7b9Ya8hvfhOhr1AUioPi9/NEf3YM212yzAheuji8G4aegAuaAB5l8LU13AMs93FCTjrtj+fA2Z8Q2GaOxDjQomzOAN++jlCM2k1C84vizP1BALg5KHo/B/R2oPsE+oR55XoCiiVLK5CHQtptrdMpGpslUj4mC+hFYcNw9k6gY3YoFE0VRQnEzjHx5Z//K8w+8PHxgfcfv+H5+AAAfPnhB9wKxwlALZnjdqCfD3x7f+L5/AAEaO1Aq22V1FFAVl+YvoU+dZQul0iebS2P9C2z/bybQVHwu/oVj7OjGxlyFIz28K8GytEuzv0OkGokM0vhujPc0PsJvb2xhG0G2gz6p0MnetihOSbG44SYhwYYAdXb0cgaVvrYczBZMKKEp0iJrsJ8FqUogXthl7rpM7pdAtYIDGgdaUQWIzcZFlHvDzeFDfqQcOpFuUrYU16viqBJRdMKHBVzOr79+IE//O0f8Pb1K0QV5+OJ++1GlkMf7AApij4NJVqEDzdAlE0v4sbe3+4orUaiDku6IDWhZjJiWgTLJgv8TtZsrQV2VODSWWvOidEHG7w458rqO4Bt67LU+uvbHVJKaPcArhUqNT5LEJbYkcB7x6+9/dRO0+eryq6mfWY1AdcKm5e8Z1xjiftnqzsf2G1Os3sv7U7RAlnpConJFmsaDCUZXJ6+USSfR4f1jtFP+lAn556XK/B1uZ44n2THv16jLB89kzgTWP4bEM/U+F2WbhHsmTag7YBG4gJwHO3A2R5IaTnIKnLBVdEh2f5kBkVpf4DEmve3kDWnAbgiSre1NdwDSG+t0TboZgpWrZgLHQk/XQXTSSIYAKpUHDUaklwSQe4svXVjGfWc1GNixcWFXYOIIeBL0mONi0jur/u8yvoCTI/vZ/OR/G4yNEu5dHddS9Q6CHbpPv2+7XtskP4KDv1ku8RBn7eEb8awta+qlXG0hM2xn+xujZtrvBVoafxzx2CKi/RNgkPxZzJ9E41bVSGxj/W/y8kLdsVS8HM+XXf4zfl5QYCest/93s34J2x/FnjkcEzrZDPMgaJRk13WWQKg8KiGSGsOrmkDAiO1VwCUgqmVYsQhYgbZIl8SwQLR4Wjhm+UmslG4XROd3gCQnUkYz+3RUHRApAQwwAGm0YaTwIrifm+hQ6AQYdahj5DXVy6qSX/E9AUaFM0uEZxcxJpCdBghIhbQtEZQLz7hkwuwCCiUWA4AAp970KUzM22GiHHeaUQWf6Iis8SGOZhV08Jr7UZsWtYzEtRCGq3PEz5S2JwliObUJzIbkMYgVSI49nlGzTfX5+ycordwLBygzKKtIAzm+MO//zv4736I4M1Cm40ZozMcYPUPnM8PPD4e6OcJLaSC2xjwPjDd4L3jmyoejydmOFMww/PjwXr0UvD29oaeYr7KUoBxnsxcwwGfwAS0VFRV+NR1PqJB1xePFtyRzZuDQGjZWSiATr1ZfGYMmgfdTK00iBAEwyHLAINZZAZbspRkDVQVAmwcbBwbYbgWK8A3gKSQ9TeDcI7bGZfKcZkmOYxvGBmPIFcycMmp5LnWBxwQWli6Jt6vvAVNXQoBz/tx4HbccdwPHLcjft9w3G/MvN5uARwdURZD4KjVdlmwEPMtHI64Ee6O3qPMM5euZB/Nk13G5iADySbm+cFPui+AgCFK7nrifJ4YZ6dodjhIjx6lS4XgJ5loA1/e7kBRdvnyAC8kmErG4OjsndmF0LGprcFBx2OMGRk6AEpGmc2BkDNl9zVxqA6IHmx37dQhqcuuGfXjqsBGZKon4CrRWhzhGDBTV0uwe4yaW5JdG8PxFgidsd45XJGWKecOM9BahEa126q1tzmgUYLKMmbB7esNvUfNnbCTYNr4zIb1s0NHALEBZhDIUZb6Im0AAJBRq6WgHBWt8KdoZNcdGH1CpdLmi6IE+F5WObPvxX/hsh0Ox+gn3DocqXlF1oFl0iUo4Tm/YcJ7KgSQ9gqAndXLoZmAGJdUjllPrDBLFnIjYBg1czBTsKvxBskzm7eSdlFyvhwiEQLm8NAp3OA0wXJhaZIUDFDrCYjgtBYUq6hlwhtB06YMgEc90I4bjtvAceu4HQ8cx4HSKuZvxQ79A7daWOZDWy8UDi8KnwLrLNEsJdhvwrBrhli0BzvWByBDUe6RzV5OeCSLLkBoj/VOnBa7FGXiyj18KTYLMDdKCCCSUh6SRmawyYCwgfPpiWihPQ243XA7GmrU85ZSwmextXYAgBQHmxB2dk1bvpYT+I2BZAKgVNy+3OgPBMfbfOIMhq7WivN2hxTg7e0GLcDj4xueH0+czwdtT2sU6+8Dp03I/VjH9M6kVYJwFEEGXRWkZh59rFoEpyjmNJznQBeOuHZrq9uXCAKcEWiJMvLaqGVnhuFjQcdSaZef2nF6lpcpDmNraG98pkkalMHSkdaY3BtzQqfyngmTsT4MYxj8FiK4ApSqu0wLAJyNDsbUYDkzuTn7wHN0ar8E2LRY/gA7jeY+MrAURc1gPcaMqQQHXxApCvrGtaBJdilVHPXAOKhZNMYI1ljDmIMaVaXgXm/UEvWOUivtltB36X1EGRn/LaoLCFUFam14PD641pEGhGlc29ZanvbL2T2rNMVED2FsrvWW+n8ZfAX2zjicCRIUJbCSGlKgpTeA671W3osA7VSA21vKc/w2Nrn8LwPWoky+8L5fQJpYx+KLEEgw+fMDsc5i37cV+S/QKPfGRMsQlpXbGLDxhPczOq6lYP8Iv3qiRcYyz+HK4iiFWoDujom5mRpx2GSVp74lZS8OqFZWUYy52OU2jYXkzjFbS0GrBHXoi1SUCowAX2oV1AqMQeYHDJC6GVvwkJI4jrDNHsl9gkqIBF2pCu8PTGtAOSIeJtOlhM5asuJdK5uNSFmMUcQYvDwynqNfXsCrb59rOkJ7z5ysYMmbdxnblIYL2xHlvWzA4pdnsk9AIIsIsf3oDXp8Bo5efO94n2cM/GxnNfwMeBQ7SsbRZlpGFYHJy/x+KbcEfb/iQc4YbMwyJ5nlCVJPizo1jZLeUnaHu2APJ9tL/PW8ly/2ExDo+9uqGoEjm3/lXFtXG+v/xGb65ZzTwEQK/v5j/X3bn122lhNjZ4E/iXQJdq2spO+5Tzy7S1wRR5F9AzZ9a5dJQF9R0TRg19uRNa2lUCl+LDFWD0FODvYRsHGJUo894zbjiQ84qvv1tVY8UcDUOspyFwjFCzcrmOBJVbb8NMzITofav/IKJMpf1v20EjWnNGiZHWNGTCMQyUjgck80wCJslFdmCMdlEBXfUAGKTw6HCFy4Wydjyh1FQrdljLBxE/ABn52aVUmLm/yOjoKj3NHtifM8GdS5QX3i8XgH7In3dzo9h4YoHsgqej4fOJ9P3KVjng/0xwNzDGirrB0/T4ws5ykOKd9gMwzYZCtz5+DEUWqUYyjLw8bg4l+5ACCo19qSKh5Br1LkMZklcI+gTjD7O1tXagAza/IT/MnMbQr8FqdDvWIsi+4HtcBNUYTZYaeyMeOxYJEVIT14OjWRUnRu6VkrWRDJ8HBIdJEo8E6xSQtarkXgMX0u4845yZGgsUj4FW737cBukxq/PxmtX2+TpEZBW42OarcoVztwu99wu9/YdS1afddC+n6pOxNUS2SEcq8XO8S/t+OT2kZrgXNjW+rBsjQbJ3x2li6Nk2Vh0T3vPB+cA3Cc5xP4eKJ3BkTZoWMkO0kUihIOgYRYIsHpWcvOVgjQWoOfHd+iXNZ8QrysbJmBAQOPO1hicj9wC50Ct8GHmplDpZjsS115gN90yB1FKkHcLK28ZKw0xlQJh9lsYMwzGIQsL/Cg+5YoG0WUeVlk/6Yb+kmnEc4AoWROM+ysaWTJRVBaxS2YKXN+Q8huBKhBh82iFHS64SbpIkVW30EhXHcAZTnGWthN6DgO1KMuIBoiOCM4NL2xjJTQczAt+HBsdsAuPCwhaMzZOzHHk1pwThtA7cDouBT2USJpAp8wG4AfwMv8C8AmBm86Ji/rgtCBWdpVgS+wu1fLCHODT2IU6NYC1VQ2wmVMrFzyn5qda0xEgy/uPzQH1+eUpbBFHbWGbtsMdsU4UIZt8eyrkHapUfbwl7MVqRB0AichLCZaIKvkIHwDld1hykOjzo0sR3eMJ3DK4OdsoodeD+cUH64WxRj0N4pUUMtL4T4wZl8dNedgCUopiikMxIoo6kEBfvMZPnKDC9ecGRpe0ybgFPsurcLn1mszA0wm1BRq3Ncc9CW4BqUQ7e5AmwkK1Ar/GBFnMYArpcKMTQbOfqIUwYc7dW4EUGUnsRz7Y06M88QYE2/3G/1RQzBENPS36K9lyUY/T8zJMjIVxePxWGwE6pk5ihW8jw8C+UcI2UqeAxMZz+czmBDBKVx+aYjTBzMRYFw9BSxdm0wGjDFwniceT5brTN9t3pdYbAJCI8sryvp7+cwZnQm/R1ZNZwAqFrqboWsiWMEh72D4wQJMNwIwWQLgUcoiYKLCy9JKoQ8eJTUuqGPCzk7bNH1pnc1zQG/CBEc8M5ZuF/TZMTrF9VUVrfC5en9liVLouixG3Xk+CTBqSGqoIllbKQchUf7t0R25iGBCLnILYecMyE7GfE6bzU8AKZge/hnO4CZCoB/RWn32rHP7lbcVsyEeMl6C+vzMZ8jBwxnIpKhA4MXXmp2+gofzmHsw/3xncqfJuJ+wyQ7K3jvXzGyggVjfSa0BZoyxT7HgtCyFlqj8Zpt5SK7jm2xADITrb7KUqKcWsVYkuh3OUulgySRoAgD3+xseeGJ2+tlaFPdbhVvHeAI0cQ6RqDSB4fwQ4O6o7Yjuq2Xp0tUa7CMILAAlTfaypiZgibK3EtRstrM3VGCGbItEMhrltYHF5Unu/wLXJ7P1G/3l+We5nwKw8APdt2+8zAxivuVYSVBILsdbPtnr37i+hr1vAJHMTg/kdZOIixc4BaxxmuAYROK5bTsYmN463pIHeDmM7INkQh2sTMoxkXdQYh3xrKpa554MpH2nd+zkyEqRfH/7bp+ukzd/gd8DG9DOC1mF/GnDLnN2He/XB48EbsoARWp0zUkHdoMv6YnygtO5BQNy4eQKUsUL8JQiVHtU4xPAkzcos8MbEFln+GIUc+BcypY8y632I11AXUwgas5cBnHqoIgAISBsNpOIRBAgKHsKoFUuXOPsuDWBzSezJlBqBInsAe4zmqpJFMpTJ2R2OoUuUT5UC7yU0AeoAUIBXmRlWrJe1aJMbnUHCOOZQRUA+KSuwHQsnRO1zUApsRC4BfiyOhv4MvwzwCa4YnaWt9kYmJ16Bipk7MzRUQowPr6t68iWnU0VNxs4Pz6AwyP4HswKuLOTWJ+YI+m0BusdqhUA6aeUNlHqN4ALQgWig8ymzAvY4akPQ3GEFgMDTIZ1I5zJvG9Bh54TUusaf+nDSaxI7lilfxngbgMVQndhIlTmCjI9F/OLAU1WXBrFGMFLa0Sy9TJySLLlbXwIY0YdeGg8ZJnU7kjn23oug+5IpoNczYz5nlu+z+9X31SBo0FuB9r9jvv9hvv9huNoaAkYJWgUuimrY9MLg1GX4OsLgC0JXO85k7TowNt2TTgcsAEb1OUqCNHEcWKVJcV8IbNP8FTq79RW4FKjwwxgJXJ8gg3KmGN0OjvEHjLzEx3PxKP8JM/NA1fj3O6dQcMYg2KeuboHaKAgg7Bo0tGTdu2rAQLCeXIBUsTbF7iKiz2zcNCcC/8wFGzW6EoclNAFsRGddwAanlzzHWIUGy2FwsHJuAQEVngcMggqgcLW8NDC7jgvAAcfovmEgOUKXIqi46YZPII9xpbhiEkGefLC6lu2UjVA48y6h22YBld2XIHoymRDPEB4g4NZ9Dn7KscFAFeCf1IKmZhqEGkQM4hM2DhZse0cdwL6lEg2ZDpJeAVpcstMPnDNtq3les/88E7M/GKXeMSX+X/xHpcTie1Y8j5RT4TLG5+heJYJAcUAL3zOZhWlWIBFDVqYxZeg89cjnO3fQOeif8zG51QA19XOXcRXgABN5qsGyCBLkNYi4YEIekc39NhfkxRPvibvstWybRa3B2Na6CuM3tFLYcZ8OLQqUKllViv1HTz8NWaXDeosb2VjgEjMxBpZa8UEwSLReO/iuGayzCa7aVEDTUPHpgSwRTuGSFpJEdRCrZ7j6FyLhAyiGR1aZ+GxWUpTWWJsBhtkX6dIs8Zc8ACTr0lKDyB8RqKxlrJYFcnmYhdT+hOnn9CjoXmWJ+V/gF0iJ7R58fAln2tIOEzCeWiRyDC3AH86zueJ8/nE+XiuMueiF5BtGoPtCBrFHfPJbqqYvphqHHO6AksBfZSFKWl0Pbt0RLAoacEFJEirsDpz8uqglWLdTQt61wjsJbRYghEE4Oyp6xhCy8pOV24eIBtepCjSDs0xgcr1W0JDKEEqDx9tmrG8AKD2l3t06WLnNKRv5wF0YEIiYWcegt0BvmZiMQMwBm3xXHWvy/SlWVI9Zmj2xbFWmOLO9bRSwmCCtvvX3lKkOjxOAPhJ0Jpr7JUh8dMgK/fhl+6svmzG/uxP1yCEH5WC8z5D1mJ2YA6Is0KF5esSGo0s+Vpg+iWBthhlAdJm6Vwm6bMKZZ2jO9zD38q12a/XGmM+1/yQQ2GOjQzl1qhzpZL+xIx1F2s/2Z1NSzQICSCotoPaXVpw3G4rce1OEByhw0n9rDtE2xISR4KYKJGUKeEFJHFB+K/Qdn11AXhd61Zc8JH1aOA7FkXc28u4T3uQAJOsUbDHBKK5EhbwgxXbu+catU8g//1yHvl4hV1wN2vQ13v5wV0al883ryW+Yv5pGF4+HySMl7fjwW8/RtZxDfRn85rSv5QEEC4nJ4GcuXw6QF5D/iA+E3ZvsS3j7ZRnNiPFw2OerfhzAUN7Pl9BJIDx/OuN+6dtf77XZQUCCoupkNpPwexwDBMNNI9kRT4AAcToMBI2ZJ20ZNZbsMWaL4N6U3m2oTOjqC/Wx/leit4FVf8nEyUnwuVG7xpCvjYjwGGJCUEjsb0fCYNF554tUt0GqbsxoKoWCjGPTjCiP1iaUQ7ATrKBMjD3BCscZg1NGXDMs2OECpa4waVxX1GuUSonbskuc2AmfbeaRc7zeO1C53QnTVTLup80xFlcA6iRaWRgFknovXJi+QaniCkJM5qiXIw7W+gCgdg7EdsxPsAaR1L/rE+01nCIQvvJ1uospodPxzkmLCiikK174nNCC5lDrFF3BhmizCR8PHB7OyGisFIW4KjF0OfA2Q1qRuPdGoNhMSCEaGcEn0V39mGNwhgvfgUwHUt8L8sg15iSYIzFB8U6XAs8Mx7XOnNB1NvH43MsGm5uGWgqSoBPmR3hq0gh7TTAqhiPDjlK1DUDDj6TdK4QGi4ETXLxvABHl2u/Ohq/2lYKcBwoNzKM3t7ecLvfKIZdyCiqGr9DI6K1izh2ZK9ea7z3wrYWBRWKGwbDxi9dB7NbVDrmfGjRp88ny9g8P0u9oFYZND8OQE3RhELZtCsGHxL2J+0h7Qu78fliia2ugTwwgwJggZ2ps4VpEXCecAfKUVBT1yoC2CJkOpTE6A0BYEaZWGboQgChLl2BOL/QatmC7TwnB4CB0FFLpwMEDYLBZe64lciiCfXkctQ5k/0hXB3ZOCDmXeilRekDu/2EvscYmLYXZD4annNqhYg7P2MXxxEJIO5hRt2pCYhDZ2YCE5SsmAGKpRNLbbmBzPy4yLLtDNocyTyCBWV/DiRrViyp9SDL0TnPNZ6V2wBGdlfjM9BIaCBArHAXtq8QztlaOwXhgOZ6Gk4O9rhnGZuve3f9nTeVvtfnTOJlHq15heXEiggky7mDPSacHJAyIbNEBym2aUap8V6JzjQHSmtBif8L2oQCzBKtz82y22GUVXilmLhyDlMjL1k+1OeBI7pI+WZdZYkSCtwL3CdUPVqWMyFAxhOZRb1TILifHbVW9G4YPca2K1pon8DTzpFt5GMAiA5LkJdMZ84JD2a1ejBTckHD1pnRosBMdqyglgwsCss+JBjdgXAkY6fWCm/U54Ajknu6AjUHMAYZiwDi/Fk6C4uAOALJ1PxDnOecO8nGZ4V1XDeKyk8rtDkmyPbVc0yUOqkBGOuvXdklGcyua9/6n+krHJVlf2NQHHiMjn52nM/OZJzH/I4LZaMNdmp0Ieu9qML7DCeEDU2YSFAeL4M1YbmMxLOqJVxyZ8dHIO9HlK+IInPqFOv1CAid4C8IPrHrZgUkSvg0WGXGezDnxHmOCNaiKUUA+MBm9TsSzInSNhtocbyiBfCy7unMYGgMlssKYFmeURsB0ELGnXm2t2FMkpbD3NFDaD4DrmtCJAPWNVbg4f6GM+pKwftSUJoEkz7jl7nmTmYe+vnrg0dZwiNprHN78ekuiczrwiD7swGlXb67A+Ktc4QVf10juASkLfQiMxEtQVkkQE1H4mgVGA2nDbjrham9j8HxE2ulCkQ2a/uVJHBZw3xSh8pWgPSyDnL9JFA1wrcqCbyJUC/zAsyej3P572EOFgBQtFBG4TjQbje02w2lsqNhPd6iaqUEiNog5Qh/oEDKDS4sy5NgJfH84hqXwyL7Otad/7lBkPYk//zOZ/366/UJ5r1dxxO8jp/4924gJPGdC7h62S/v28uIWjtJ25UNQhIg4rPk8yxXEdbvACR59vl8NjC139ym3y8hzgUsBskgKyj7dATPz8X7372nr7fnZU4tH+tyvvleSlZ+bpib15BMsO9f+fV8Bf/yP/qv4//1//x/LBbdP3b7s8AjAeszSyHauvDrNLwoFEpzGld4gXjlwI+HUQrQVKgV47qyvFvLaHma/K2bpUMmRmTalihUOMyBENvM8q3cDR12ZgjSwU49GsTCk4K4QjFtKWtSwwEqRjuQVaEiIUJMbQ4fPEaWeSIyIm/iON9/hM9J5X0feD4e+Pj2eLnmOQd6H2it4oeoJR3RZSPptyggzdOdAokiq+7UzSJ7YivDP2dMXo12uhn0CR1TGScm2J0sHTZm08uabTIHSqksmSIyB5mdddFz8J4PinEPAKdH9yazHSwFpV6wM2GMsyme/T4nKhRjDPTxBIS6L+LA4wk8n5w4xwHoUWhMZ4dPxwh21zCnc+ekKZo5niFA144Dx7jBb6SYnqNjTJb0qbIe2maAbjX3kRgwqfml5CIkWIAjELOagow5SUmrLbyOi3GSGHPUS+Dnx+hLjwZhDC3EtHPGpZFcmybz4YBIxbQA2ILyPoOmmeCCC0tzKr/EfcxkLuhadzZtOy5lhvjb5fi/mbK1UoF2oN0O3G4sWbsdN+oZ1WzrTaZRS52jmhkD3ayeNDXYi5y/OEfhgIT2lmeXSLDAyebMb0OFGSRMin62VnH2Z2gwkPn15csbvv34I6qA1HcT1k0XAbSiQuDTIAh2VKEtHal1VoROMqI8lhELGT2R2c4uk9kOJn2LorrK9gS0WYwpcpHk/ixKL7OTXDrSFuODLVzJhpTCstJ+9mAUVNTohuVO9uIMgHmzLLjgZWklbVRk3eKeuwtcHRpxJNkAWGVt9FJp/0p0zoMHTT0CEU6pdDRCl67QrkuuxmtuYgVpGUSYMRg74dBJ8LCUgttd0e433O53nKgRvDOTOsdgh4zoRklwl3MsqtUZIPsEogwHUfaa9kJscEwgBJKLQqqiNNLdaXc8HPXQVfIM/3Y2DAFEue7ryvG/AsrP9HaRNfJXRvbT9tnNe/36FXy9vrF2/+JgCwgI+FSYFlhxWCmYpQKlQctJ0KiU0K4gIFBLwQbKfttbq4q//udfUO4VpRf4qUgZRoUQLEMjS9fJfM1upBR2nQvQcUQmMoLwGqXUpgLEWCi6s9wABVYVBVMN/awwewRgwhXAhACVDkdpwu5mk8yfqD1Ffw7aVBWgZtlIjg+FaoX7AKpH0By1awDc2ZkMWqCFILpAV4JvmAFO4XlzsK11q9QiicRKKQU4dqBj7qhCjSK4YkzD8/HE83mSkRUgsSo7RZnvkr7EWika6+h9cJ1b5f20i9SwDAHdEuUgIkujE0CwFjeTcU5bwZSkL0jjcpkbKU677WTaG5v+Mu9U+dx7H2i1wiU1ChXAgA3gjE64ZtSp9M7Em1eyYVzpqWtRtPuB8uWO8fHB63PlOuGRABYKmiMSBwSIKhmWvm0Iy5xD4Lco2nEwKx9gegY/WW4Np6A4lHIBrRGkNHeK5yP8l9npE82Jc04MNxQbaFpw4A3qqVkpmGNgOGiNRPgcRKBHljuxbDu74qkAUgvEJsypLakqBH/ApHGy89QI8JZaUJMVF4ChGRWe4IgyQQeKMuWasbSDjKgIKAVA/w0IZi+7/clAX326zbbIz/klMH797MsacQ2Ew2dcZLKFMRh/jLqnEsk2YsIW9VEAYGhNcdQbqgjG+cBYcgzrRCIeNKhOuDPGXHpD2L7Nvv61dMZcy7sSAXhcjsoGOlL6wcP/arWgHG0li0bv6IM2u2bVecWqJSqNov73tzvqcUe73dmVUAvk/kP4ByVi2hJ2ht1xNebvi68qKXmCXamDK+gQ9+fn8Iu8fb45S9//EO9NwhrXeDnHBV+XNQ4WBLJkADIJqrvy54LYePhDHsjI8l5+BnxZL/s+w10J8qcjE7kgMju8uhzHL4ygyzlkPL0/tm20lcADcszHie3qhcuJrjsa5WwBqC3w+vJ+3vnFqlr/Wx96+Vye/3XeOmIoxKBXVfyP/+3/BP+7/+3/Bufz8Sfu1M9vv4DmUYkF+JpxZxBDwMjCb6A6qyOV+AsUb/ChmEIWyFGZqeGnJlsuRj3o583CmUpDZG6rM0ZIs0btKlDh0TIzvhwACamsAjFm0h0XhyQ6LCAy8BYiny7KDmu2Ax06LhQPtNCUmYNtokss+DDB+49/BOCsecYTgFIIGhSB/vHbO45W4QCdn1pQbze8v7/jHIMCv7cD8Bu8VozxBIRCs+KG2Q19DDKAlNmh89mjk4CjHTeoA1NiEQ2thQLDzU7Yk4Ht9MyMhyC0Ug2Azzbbv07ABsXsrFM01ybGyWyZoVDcrjVmUEOPwCO7w05CuoJzBJAyxmAgHjTPdPbG3A2sonkZ+hyo50BrgvePB0oVHFVRxTDOif7+Dr8BP3xV/L//3USpB+5f7lFSxnvUx6AjK8rOMIOLg1ZH1cgMeywuIdpZS3av2eytKmB5ibNLzcoE5JgK0EHCOUp675yGGvXQFs4PGV8ejnZ2JKBD6hEx7Pp7HmMa261f52VrCo2yiLQp7x8fuN/vaLXuLF+hQ+oSTlOIYyKE3M2cGduY3ksPIYDKX32LeXE7bvvndsft7Ybb7Uah7IMljP2kyG4umEAYYwefnWeAopxHabQlacqVoBEIiMoCH4A5B87HA+P5pM6RdQCO8/mAYuLjxz/iD3/3t3h8fAPccLux5r0eDWOcyPrDRS8Wnpv5hE+ggq20nx8dpRCgqqKYwvp8mxPn80Ht8KqLmTT7hGhDqRVHuy1w7Kg1tIYQAokEcNw0juv4mE9mWTWaHCRIr4o+Jz6+feB2v3E/7pARnWm0LgdhDgNbkiToHu29NbVXDEM498YcqCXLEzifxhgh/O7BICPqMJ3g+ZhkZ3mNTJE7+gjnPBMKPtfibZ5dihTGuk6k9pIEYF6EuhwDE16MookogBmmAqKG4gacgvp4otaCt7cKPSqmOZ6PJ8qYONxQj2M5NZAEdjjGqigGqCUyBwGk6gUqDcNo8xX0KTXK+7Qou7gVTX1fBriOsMvArnznj2EHuGsTrpN8R1d3mItfFeDbxUm62LWfeEJrt7IEZde9v+iozTgH0xJO3jI4WKwUSc0oQS0FM1qM1yhhqxF0lnbgaMfPO8e/se2/9x//S/yv/hf/U/z4xx/x7ds7S1uVGWmW4SjsPIFDYM8T5zjh3qHB1tUY70CCFQIcCerTzmfCgCUU/hJUZDC1Ssqi3JX3sgAj2HIemoIjxP+VQcp0lq3f8IbjIFjgyCRQONHCrlgmLAVXKcAYEXST7VSd2XtPzYjoSjWHbW0gKSyHmraAh9Yq7oMdz/oc8B7dz9wwJzP4mmCqMnk0x4CosRzSWwR/m2VOnCj0TvqE1Et32yzvHoh1WQBEI4sAprCYb3u95wyYr8FG+DpLTFUEKhdQP7alUZgBgvCzpTbY6JijQ53z3WrM7wD3gXJhmu3AZWn2+GsQ7e6Q+50t0AcDoFIKam04vvwNx0wl+68WRW2bWQmw+2ypoQXXGvrsOI7bYhqswNDY+e3L1y8QUby/hyaRA3ocK7iqkaycNtE7ASHUgqPmszKMIWjRbcscTCJYdFVDsH5Sr3IMjFkBnctGjDi3VqMcKG2jAq5sda7eNzhWBZo6lapk3othhvz5NEO9NXRYdFx2llxJ+L4SPmEPKQs36iH+2tufsJmXtMMOTn2/t0trsNb07+QW4nWPBOwr64dlfgZAcRwH3BRDHKcNPPszYkgAIDtS3VCL4off/YBvfxSIPGBlRhfaiDsj6W1zj9EF1AZAeeHZIgHbPQclfOr4TO5TKkaUxxLkUFRhSeRxHDBznPNJSY3J9fqoQKnB3BWOy1IbtDbU21dIbfB6h9cDUtlcg8ARYEUhU6kTlw0rJJnF9EcJvcluYvLpvg+P6k/xxSZ8eS6Xu+CfHt5nwIa+kazPugVD0bHE/gk9+RpX6TO4MwGwfAhjlYOootaG3scCbl7+u+Kn3N/1fOTCYN7H+hyOyHUHsamudz7dkO/co5cxlGPF4SaL+btgnCuQlAxHj2RpPLeVaPAkeczVuCATPC9nt4ChwCV8rx2ioK8eDN0YxS9XppXVAhZrHsuS/RcpXfvzwaMcIBYOhximTlKaM3MCj0zODOcGQbNtDCgQ7JrRV1CvMwUGOzAkMsUH5ggKrobQmGSHMQS6Teo2KyEuTimwNSsSwYu67SzDWCjzZZLQjrDLxzDQKuAqqpvnFplDNIrHjZODIwJAn4b5+IA4MxS9s7PSHBM//PADrHf84f/77/Dl6xeUovj49g4AuL+9UVjSDNNOPPoHnh8FXwxwKWi3Busn2Q2hGXAO1g3PYEVo3CObHeIZzNGprPOJ8vzGFtpaQy+J12bBptJY/MQBbS3uY4BPg+UWY3S2JH8+WaPvdIJut4ZaG3BUFFWM3nE+31FDzDtmB595LXQYbKAUwQzAaBowevzbgW6As4EVwbvGZ3xUx1kmPz/4vXsHihpu5we0fADvf8BoDf3LF7x9/YIx6eTKX/0N5px4Ph4wAAduqJNBs43J7loqdLKjfacvZ4UsDwp5gt0Hw1gsSm5+LrSZApBfDpGgXFCDwBudQqTtoOHdyv174vuMxQ1hZFZAHkCAC/UeBgGzty9vyO4NyyCZ4bgEhdYpomohoonodDVGiHbz5JBdcn71bTxx/u3f4qgV/X7D83yg9zvOx5OlarVtnaPWCPS2FhnpskucSiFT7npN36VOIIJoRXGG5s9xwkPwWFL80QZ8nujv71BMPN6/4fGerabzGTp8DDyfD4rARzTP8ghlV8M4HXOH9SdbzHtDHWOVlKU2CGyi1Ru0ci53m+jTApyvOG7R2tpDtyTQ2PstKNMAzml474PlFCUc72umKQPRcGha1QDJd2elGq9ZAvM2yaIQ8DmkI65Crx0AKjPOLZ+VFMxp6NMwZyebC/v4S29pTlghEPR8/8Dz/YOCvoWMs8MdY3Iu5eI7escpwu5L5wmMwb0qmFVPFpiQ1eVgcFYOstuyJKNWZuJNBNNDHFxz7fD1nG30CARlzWFFI2BoHXPsLn1mygYBUdJbqi9nwYDohjmAKSjtIJimBDoZ9BtUIlkiAmoh7GBrjd90S9KxtrltCAQIyn8mhD47mKDVYqmOezz/sOoql/HyfRsR3I8o8WYG3wVQjQ6tM9lWFaMwUNMiKC06+LWC21FRW7A9vnuU39bmTiFkIBhBrW7XMJ6dTcOhB8r9QDUlqHie6GPg+NJY1jQGbkfBl/vBBI1UPMbEeA6YCRmR9gzQocLNcbQG8YJ+Dvz44zu+/fiB39++4q/++q8gIugDmD6oGzjYUcacHbfGHNG0gWABWoPIEWsNg7I+OmZkT/u0AHsKyl2AOWHjgf6gZtDItVMErTRIqewxOmJeR3altANyfqxyODhZH7UfkI8PPJ7f0M8Jds2Z9MNcMAZgI61FtAARwE/Os1orVNMOMTk0e6c+Ys3Sdo5pdiezAKgiURNxbSlKwGESyC7hy0hkflUuiZ74zwaQOoVnNRkGWCC2uxGw8EszF6S/kJl82qeqZB/N6A9umvYifGHfzHQgzUKAwuZLCiKZ77VogPfBjs6EgDTAa9gUQze2uR5zYEygDYOXsIGlLCBTfOL3arjf3vDt8cDHg/dZa0W7v+GILmv1OOhn945zPNHtRDsKit3JYBUmaHwayqwBDn5mGMhaW5LVTrbeCPC9wAeBobOfbFbCh4aafq9RbPkFaC9guXtoXTJRUiB9AMEiqq0F+E271XwudtTwaAs/DWNQ+/BX39Za8P23l05LjOXFtg8AZrMuNggBINrQY30XCCAXIJMxyMIIWQkYyy7FogHP3M1GxCKWeT6p+VoKxMGEuUywG6hvPTiAYG+Aig5fQKZe/n25yv2d+CsTsiyPWhAuRpTY7sYy+5rdOA/66CgGlMaqGgPZ1i6C2oRl9bc7JJIgJZjxGuOqFiX7LUGiqSs20ujst4CWfB5xDhO7yiDhbDY9JcIT7sRPh4FnPOJ49pOl/Moi1ZxHvGRdY6F76jhuUGlVzoRYP9wXE9wvxzIHxEN6gReywcqLf5nXuBNPXClfgG/gorO1x+oav/mtqMq5PvN9/d8Bz7AB1LUv4i4EykKTc80REAzKpgppOzP5JZoA/yubtLWG1mSRVTYjMS/yAnNKMCiNXQDzXuRxPl9DJooc/nKe1+v+c5ymfzJ49PWHA//Jf/tv8Df/ld9Dzm9QnFxoxCKbMtnGMh9m/nDFojMuunRXxH1RYR0GC/2VVc8qAgpjl5WFWoKD5uhjorY77m9vEHting+mZrrB+mAr1uUUp7PsUGVww05sNAo1a9JFkD1K3aKlsAukHIgoY9fzG8ug1ngLMUYgrgtARcE5ToxzoJ8nnucJ6xP3owHOluw+Os7T8Pz4AAB8/Pgjy6QAZuYHMyxzKNrtgM4vaLXB54kxTozJ8i8aUFvgkQjgY7IVqjjvnwsKDNUN5/nEQKdw3RVwi6yVzQkVoL29RfmMAzbR+4nn44HeT4znE9YHtRmCSu/T0VoFxsD784n3b+9wOMrbLXRLIhOqRKfH2QmWwTAHQaAxgPMJnIMMpDEDHApJgVsknucdmIFHzhmMpWA2k77PZz/GwLdv3/AY1HCSWvDD7RuqMhib4HeskvXWwPFgcDyfJ457DXQ5qZ6XQGAC0ueLsXRn16wamgDumV3E0ily7EyCS2R2Jph9FQ09gpwfWAslfEaWtqIg9GJWt4gYimH43BHLijJg16zTZrmADWxn0S5ihI4Qag/RSefrMn8jTlA7IF++QCoD+lIbajtQj0aGyUGWQjtaiGg3lFZRG4Xnk+WwHqbvBVHSOVqA0tXi+lo0xvNkwA8Ahe3rx3linB94fLxDwWxjUTA4MYpznueJj/cPnGO8OD8We0/wSgsXivMZ2c7e4UPgmARQa0WrB+QumF5Q6lswENjZpWjBD61BCpk8qQWnesCKxX3jDbA5oUWjdAAoUJhk2/vL0qvCEqq8f+C4Vc/FM7Pd4cTb5HMoBWWVuwBYbboL6lvBx8cDwBPHcUOtFW9fDuAb2XE9QMzl1CAcjDFxWnRcAkv74I63t7e1UGd3I4Q+W64vNWwcc6MR9BXsACTAXsDhk1ocKOzio1Vx3A7UsgX0+dgkdIoMNjuBxYUSAHCBjY4T7L4zxtjPfhgmJu5vX5AdYvj86fmd4wSGwKXjJkAVB5zlFi50LlwDkM9BLZdSuTQdeHWQwkAA8AUs2TjDRjkgDjGBzKDxS7bgjf3IdmSXkLbmPdl2IrXhEohcjhmHAgqiw6RmhxwJMJLaZUUUtxAXTQFU+c/+Df4//6f/I84//gG/5Y0OYpY00RmkYxfdFQMcmTZRAzARd3Rh04juBlXB7bihFIIMNgf6nDhHCNeXCugN0xumO5oRJJ/m6HNinA5YwZfWCICXgvfHxMfHA+f5hNnA/WioCriEYK3FmlAUb29fcNzf4Ab0GYA3FC4FMp/ooC2rAa62RsZe94GhBK2piWaAFwCGcmjo9kVJU7DGzTSYRBMT9NF80h+7Bozn80Q/e/hKDFAt9lHEYJEkqGI4jsYSK01h7oF50iYWpZZKy7Jm0E88bo0s+clkZyA8/H6KLI/o1Cox1iV0f/ya+Y91HwzoHGRTiryOESDLDRVulAqY4wxRf4fL1ka8TK2VrGWgQeBVwKCzpI3TbEbD8eMWfkCwGVstZEuW6ABru/HB6IMMtZyvMed5/QOIhghAlFS2CoXiw99x+gk/BLe/usP+lgznqsouj1F+OoP9q64QE7hNvH29sQOgTRyjQXqUV4ZIemEESxup1JKqrQESZcy18adUmAiOigC8JqRQa4zaSYKqBVMEcgA+k/kSwV3EMCKAOsunfe6GN5TvALILGS5JPsbt0T3UjTIPv/K2Au0/ASI5HVMmJ1bCIcaOMrZZrB9gdxr+majUnH7t8p3cOT/MABvRMEIW6z8TN+5GlvCcS1t3xSkR4JRcclRDL5XyHdnQA0FIWKDFJeUgyw7vxXEDyFhJ4KKCIxLIJRpZPJ7PkIkgi9A86AUhvyRRqlVKwe12LFRiNQABAABJREFUx3G/o1ayKnO8Uv8s1jxJbI2aqRJgLVJfa8XTgASxAYtdSpswsd1ZzecVINLnMeB+KYRyMjALSlT1+FqwZ4ia//+o+5smSZIkSxB7zCKiZh6RWd1TwM5gCEOEy2IHwAV7A+HjhI8D9r4/FdelvYAIhAMIRKAlwgX3xUx/VGZGuJmqiDDj8JhF1TyjuruyZyYSWuXp4e5maqqiIizMjx8/nhH3QNMb9pBGmWver5g/n7vZ5bNi2DPR9HG+vQAcwQqXkxm2Sshw1T56PTg86awy8SaeDN2XEcASXL9ehJzAjLlBQgYBEhGUM0nCxL9czsb5osraKgDRmTlAQInxCzDfcx8EkGXQktfL367xcL+AWPmsRaKb3jlP81xXQGkBvWmTVgLit6NHvxk8UhHcWmTqbTCIYd4J8Bn18pNUPA1tmjXbDAWKqlnfOqIEwVbglkJ0S8D6onWkwBJOlMLSnDHOLhnZ+QNABOsK6wekkmbNUjsNx5b1z60VzGBKSWQOBBKdFaITT7SHZNcbRFDk655gurIOVLnn4uNtGdyA/cHuGTP0LWxM7F+f2FrDrW0YfWB/7jie1PrZv3wJVJqbau8dfUzACua2wftAaQ3FjKDSzI5sjQKGa3MPLyMEqC3uf44D/txx7M/XbEssmqz9//rlK+73DT+4Y7ttDCzMMPcDz/evOJ47x5hICsw6jjGhR2XDa1E8Hg9qvGjBD293LoJAYi2cuH509DEwD8M4DPsO7AfQDwJC3V6Bo1IB7eAa22lDa4nfh70dA6hVSI0FHd7jGPBhkFKwfXrD7GyzXkoNEDQ6xuXjzYAQdGgTthUtKFqZ6Z80FBICkVf2D8ol0PVzTqXWAYCV8YDQMFoakJUV8QV8Ck7HMTf0RNAzYI8HSYC2tkxAMEQOnQV+OUq9wTSpn0S/2QFIAGcmdoYAqccladZ0fu9jq6i3jeVptxtu24atVWylotWCVipa4c+pl1ILHYDYW16Oq4OUQUJudOd6j+/GLis2qevBANjh0Qr52J+Yo8N9LiHrIoIBhCDqQYZSPFuOP+nRfZDSKo5o8RwZ6CJ4dmbBSlG00lC3G6Q2NL+hHoK3Tz/A3XHsB/b9ALPmgy2qQ6ejZqAVmxWZLsFwU4p3U5PLzo3eBdn4oKSmUpSsZYe32HVXKQU3LYUrO8kl6J/i4tSpwNKIU0m7OZcTmMjCytqPQZDVPQRTQZHNuM4+U5R1XzkLQ5bC2koe2Iy25qFVJELWVC0Bpkk6F84gWI0AmVAYttaGFkH4Ys9mZjICCzgzrPn8VJRZQJ+r3FecjRWgGuW7kza8MRCiLkKOc5SCa7R9hgBC1opYhbvEtQegk/HBxVdgcYagxD7FLTbWc7QVF8tSv3BALqBSuqYBGa7nk/73ctDsdKhO4CzX1eSciyTTRGqRCMh6Ohenu7PkJX6lD8XzuWNrDVvbsH16W0Hr7/lIsMKWI3iCoLb0pwT9GGwgogkOSOjxTbR2w/3tHvPnQB8TozuOPhn8h8i4KKKdcCWQEtqE7sn+I6C7P77i2N8BG9gKoE3QSnRSmwA8kk1VyNKV1GYk84T34hx/U5iS5XTbGtmHo2PsTxzPnczIUsjCcGcTitsGisQqmFOlLg/cUfoRJQBMnnG9+CrtqqVh9p1t7Mek8KxS72RGpreIYhbH5oA0AcA9W0D7Zp0JNzigKPQxVV6m66nqebrzZFV2DJDxbsLyGjOD1oLWWI5VstQlwJ61d1+iGLl8AREYaWStjaVWcyYLnP7D6IPExWBCT5sMJJjj5HUHAI6i0HoCBi/s+/zM2BtLYzne4bFQReirYrIsawpKDR2+APCW/pwgmM3pFtPy0s+nH6+1QO8N/Rj4Op44dosy4oaxDxzDMKZC5R6MgSN8juj+JwWjT/TR6Y+n3UIkOvM5lbLu35HSFHSqzB21OMpy8DLgAko033G+cAmaVz21bzx+PyN4pG3E8ofcU4+VwvfpjxF4MujvADzCC8jzWu4CnHab8apefKIzoOU7r//9ABzJ65nnxYdNXUJxhXh0kw7dIxE2EZDQrbAx6UcBOJnwPT7rbPCieumkncmMC1ABpI+cf0hWTQAS4nAMwDvEOwTcl1sFJNiBmdABHMfRl64qy/ULu6vmCIkGrsMFQXb4WXZsFuUVQqAotSQlEjYurErw2MclFdxX2JDjfYIr1wf50b/9yE65AmTps5Wia48+uU1ymSk5By5jGX6ayllOtv5u105vcb4EqyOOhhter+zjNcvLreW9+pV2hOXyIEtm0x/lx3jEb6cj5I7lp2UiLP38abkPsPzZ8tlHUgQeXbU/Xi9OACe2Mf423aAcOzPs+8FkqMgqcVZJuE8u57zcewwEz/VrmPaFEZfgZ1zXWTqY4/Dbj39W2ZrS91kbo8ABnwSShA4L0TolWJFG1mlUJQAi88la+Cjv0Xj4J7JM0eFYIgSOCoWLHcEgikDC+g7xuUqKCBZW2JUmF1ciqsE+OidaOkIsBfFTLNnPSWGFjvdqW+14MV4UTcy6QqOS/3Qc+8Dz/cD+3IHYWPrzwNdjYt5vsOnoe8fxHLCD533/5cFBDoM95sQYjq0+MIOC3W43tEm2i7mEiHlQp7m9hlNP18yj85MDmGPHeD4w9h0jAlcaOQa7NhmQff3lF9h4w227sTsSgD4o+N2fB8UDR+cc0IreO76+T0jpKCDl8v19x9cvB26bho4O9Z9qUJ2pSctswXEYZicj+DiAI8rWhpF5ZFFXDOPfVIGNySa2q3ZEK2A+09YatBaMQQr6mHRqbgE61NaAFCwLUMBGbAIXJ1+RVMB85ucc9Ch9FKcjh/i7hvPlM2t7g27tdnaM407DACzPHcyBJKMiMj/QE1Q15L3yhukAaQCw4PNUieycwKaTKp8inXE9Wjn53eyV3o5zg/Bs+7vAFAat3/uQjXpH99sdb/cbn+nW6AgLHcgSRr9I6nzIcqLzK53eX6UyLs7GFaBLJphFeagFe2AOiiXPfpBJZwazjtHJTkr66owyQNrI0KxwAUwxR7aglgBzQmsiHHCXaEdsDrHQQ1KFSsVbvaGWCjNDq2Q19vjsK62eWfUAXFaJ8bnhCGjj+0yeefw3EmCqJTqzFZa1ZOYpNvlpOTYSopPMZNswTI1ZvaZgbKiTmyfn9GQrc4v9RSIYWRmTi4MQV8dWuqczNyfFxV2j7C/Ao+yKZgmKgdeQZWcisgQGM5NcWyWmESyGVusJHIHXO+Fk9JksZoOFU1BrpQNamVmd0+m4uC87sLK74cyUWhZIhwubNI85g6yuurpbibBMiZhzaKzNfdHK06OR/O6cuxoC3L6WgC+/zNP9SC2bPK9jsSLTvVmumV/mDJzA4wpA4nfI8h6NQIxToRRBcUWpihrMmbY1zN4wOpMsRck0ya+Pwc/v8XAP5tpqU5yBDgMYkwAIxsTQE0jl/GuYANrWcLvdMMeOY0QpTB84+kT1irYlaKAR0GiUsjNhpSLsRCkV+/7OzqjjGcBpQQsGRZ+D2tUOSBHO+VJQcTY8gSYL1iAyUVEj0QIAXGujH+jPJ/q+h9g9QVRzztt0sLkFhlMZ/kr1gd3Jhh3H4D7nOWR04n85vuI4OoEi5fo0pw2GC8HIwo1ZL3o4dM8uyRZPX/D054CY2+KrLITrw5YtmeLQquvZOshmrDX32YDo5VJ6FoB4Jio1Udf8zAA5VAEUh1s2P1D0HpIIfcCnQ3Ugg3atSk0d5/tFwgKoEqPFrzP1jpOVqSW7WerZREGogZc2IBeaho3yyMC7OYqfwexZsk/dOPfgQWqBtuxyydLpIhXTWUEwBnVjVAsEFbMbRFqUCAqGgNnBrhg7fc6Spfhht9j9rq1nmEy3CVmalUUusMYCEDy0TR1eomxppCYlWTJ8hvkVrDJPaN3zdMiS/txb3Cz2tLl0377vkdHsC77w4c9p4L99hsVCEl9B7eWP598vAbUv0CBgPr/s65Hkpo8ZHUgDOOp9D3H7kD/xsQA/RKJclpaqL6AH8ZxwSijl9sOktRmqztCcs/j8BLGCCeT2AhyiEKjENPQ+mOQD/crbfSNLcMa4xNzUBepfEsYXf9I8xyu+NGMFIJNAHMPT9/HcR+V8PTKWeNlrL8/Cz+dO4DVWdrh52c02AbXcv5NYcALPlzkUfzc9O0l7rKPUN8pJ5amPvCbLn+OpnbHHec9pIs97k/DZzNZF0aadw7zuPrvmuWdSM+aDvM6LM95fvK24p7Mcefl3f24tX3zhBG5yvs7Ys/voC5xGXB/kBEPXc3Zbj3RZrXManEt5+cZhmxI8+mj01wl++/GbwSORKKUIcGjR4XIuxUTM/fDy7BFDGYGFR1v02GhCV0iT3JGlTTjFztgSNKixc1J4DSD4FOLQiMGXoH6byck4iokhschW4FBJN6RzMFeQt24qNopSoyOOJ/WaizBLo1wVHuKqqWEwxsTzeWB/djwfPYAzx/44AHf054CAmkCjT3jgDM+vHT04iOlfwAX+uaPPJ2x0PH65wwZryKUWaGlQ2GKKaK3UC0B2iRirLGn0J+axY4wDfVC0lSKTF/AIzKgVEezPdwStBsfRWXoXAR+ZT2ShPZ8DX34BpEzU8hWlKN7fJ75+MeAHjoeNif48sG0Vt63RsBaWaHUSpM5gBqzfPZ3M+F3oIEXJcAR+NCR9sDvbHwzRcU9wDMPeo+OYCsq2oUbbTC2FFPxY9FmSuGp+VZazew1Ys6WsG0XPLDotZcmFJsgYrZFRKoLvgdXo2BGi8wEkhYFy9cgOltMRTQAKHh1XHO6BkkVJJ7LG1z2ykPxEjfbGZ4CHy82sHMb5OQJS5s2hlXMaHs6Y2HVRf7ejbhvu24a3G4Gj29ZCqL0soORX3RuBGGNd2hAsi/lgaC8be/5sbufc4K+gKhhOTYYxOss4Q2xWkJ30qHE2E5iNcgDapXQ9BfACGwfZdSKIJr+kvEc5VlGKSTuYNd/3AwIGhW9vjYKkoVUhCG2O2OTS0XZnd5DcKOnwns6em51ddfL+P2hcZbAxp6yAKsfDZlB+Y9jZKlpX1hZgiZKUEwCaQf12D222mKxZzjSTwqzKEs+cxGYXDbHTgXiZx4jQLx5aruukDosAXiJQcma1qig7nVS25DXx0M8qqNGtDkCUPtsC+0QVauycmaVJJej1OW+wxhw4GSgCVEFBXWHICfReGI/pvMR9i2YUYBCNvc3C6RIA8wlBdKSChp8uSO65i4TOk1zNARZrKD43/8dgNzSUPuzx51JZbmfMnfx2uo4LlMrX+PpDPC9ZgV06bASD6aino5vg2+//4BxgTJM+hK/fL3ZhlGYZqCtXRNDahgJBq/UCMgJAgBg2oRbt51VWKWU2AWBWkwDRrTU0Aebkfk+wkh3baqnwSVCKgbtAQI2grd4hUR7tIuz6Gn6R6ECRRok0M+o8wqKkw8JJJvBUNCWlY82LAGVjkKUGcV0gh5uzi2o/dSkBgTrBtqN3zHlNlCnF7ke0Yq8M9LRYJAeA2fmZqd9SIvrgvdKJOKGFbDoRpbjGjrIeCbssceaTAFIP0GxeWke/BrYQlrEyCVrjWrDW2oklhYZPLZijUDsqyqVSlxASIY4A9VajWywI7MXGpUCAV7Helg2Kq1tJlbOc2HHRTgJOQDtKkwzh70p05XO/8lO4V05WIpg4RA1ZNk9R7mCGFYJnow/MOaKjFULg1eHjBpSNmqcy0XVwPytkh7tPZOMeYg7GjqSzkoYOztFpTOSynI++TD7/1H3K7hcZVCdDMJkICVQtYCLikmWXIQGtnsB4li6x+3Mkk/55cdt/mGOZZfmVbb4e/6hVldNnBPDBX8DSv1vMHBcAFvvF6Wt7aCMGCrBK+8fo7GIWDOpk9bMpSJxCZM3f63VzaxVIsGn14u+utTodNtnFb5X9qEA95hTSL+GRQtFpq6cZNVEBtFvFp7c3vH/tmAtsiETbtqHd31Bqg4sGkBRdeSM2zRI8xH6fsU6YrfNZrJuTFY+w9P6yAQfoxPHJZA+TPx6kCc36KAdcFVMtROvPmZDVJwmSyPrbdX8P2DRYRgmKieQ1XOZG+ldmsFi01737g/t9+eE6AOlzXOeun89mXZ7kEEWyACy1nFn5kWSA8HPlZequtX8ih1g+cIJIK5a6HtdrlfMFCXyxsoDMyRr7eSkFc09AVF/2FbHXmCyvg5f8MX7L8ccl2ZqX8mrb/znHb2ceiVBwUARTBWI5ObAcV0+DQL4dO5XB1yT2EAeVGk5TCnDJSUU1kEESXgMFufuF5uXOTmPBkEGCWTg3u6Tjvrqpstqkr1KCeFgUVaVQ5eW5LIRYZye90W0xdUqpaJ8qFBOuBKvILiC99tgPHI+d3UQGg7Y5Jp4P9sE5HjtsADUrB4wMmn4AzwfnSonkswqAMdD3HVobHl++YI6J7XZHu93gsaEfzwMCR4tyHswJPw7YfhDRtwkbewgkT8w+0I8nRh+xkRvHPp7BYQeeXx/A5MSjQCPosIHPfA7DmMDjARxPoG7A+9cDBuD5BPYHGULHMWCdQa8D4bQWaG1QHXjudPSmLxzyTEz4S4zBVseDmkhbgG4JHh078OULULcDtZVQtud5ZrT01Vqx3W502muljsvWQkOnQGuIs6tiloS4Y1wwzgxk6iHE3POYIwmCqZNK35T6VoaCfthC/BWVjpY5S2NiI6HT7wtgEHCjNBNkdkuj5idZEAymw+iFEZmT5Yrp7KuUCGyBOfn3EeBrJjGYiyElXVXIIPTIon6o9/1eB5lG8dW2KElTlh8lcyOzKTiDAra7z2C0hI5aZkznAt+uAqVwDy2EdDIiIIioZI6JfhwYx7GE7gUeekjBsAANJMEfwXDH1j4DSj2ifexIrSmbE1MmxuDz7T2FgwtutS5gen/ssGG4fwIgv+DrL3tonwlKK7htG6oW7P3ADGqyiEQHEQDLKiJ2OMdc3fsumyewNlmOIQOXKooJRZ/svJgtvEtsliE3xrXpBu+ZUULoyxHMOnpfrdexriuBA1kggq1r53WbXyi5K1tFsWBZcxkQMaRROx0MZsfhXGvFKp2MCrRbw/1+Q2kE+CYIxBWNDGI4F6kjRWuo4awyWJugQLtrgUcr9DEBuAVNPrw/d5iwM6gI6HzGPpqOjEAw+4wuVoJMtgkEMGYpRcLxdpa6JLth9g40D3o8baDNGS22NxgOqFSIFKR1PdVarg5IzorLmoguHgSiLvPkw3F1WJLByddNdgL9+PoEpkrqA+lyRtPP1gTM///gECH4YzYBVJj1laDifCRDr1ZZPhTXCFk2DsV0x77vIRcQfo4WqHAjSfZsBrfHzkYkWqjp0jYyMyuArVd2BqzscNgaGZvWDXhy/xKtBHjrpcQu9pMZ+pUe63zUBz65kvHpgKNAdIM3AGgRUltk+QUzfAaUufayZHCLC+ZhAcrG/pdAaoBhx+hMDlYy20o0DYEDewIQUb4+zdD3AZ8PAsBhd1QVGn5G6pxddULMItnVKdacDFJ3h7SCrdwB4FUDcVqI3ut6RslgFLBEMQPrBGgdDgwwoHWPzjJ8TZWCrVa87ztKLfSLnUwWi26TGiWvqkzmip+d+VoNzzfsTAZ3HG9duizJWJ5mBAcjIapaQiqiRPkkr1GLQJ2t6S0W6xL7xel7mDm8XxpsqKC0CjUPe0MdoqWNwtGPbecU7U0bmAy01hochYFUlldPloG7USxcgx1bUNhMZc4QvpZXR1J4XQTd9QTPpISvD+ohOW082csdqkq/SRCgMG3yVIeMgamKCrYtqApYzXKb3/9xMmGuh59/uwbzlKSOV5z79vV1LucApRuR/tacAx6yGu5ZZUE9wH4cOPoRwTDPVbfbKiNa7PJScDw7TgQDC9jSEjEE7LSrIhBteEZyXEtBLY0xjTAhm/sUq1T03GsuibUUns95um03PEdnUt+F2qnbHdo2dmVO8Kg0SGHivBQWk/tqJZFj5sACXl8ezgWc8WB3x55qIfXtDhHKNrhT2kQBeKGNKyXFzbMjFxZLKEvO0jalJ5D5qAW4XA7aJUdqHl7F69dFO8827byjkusR6X5eIZwcCH95Drnv2Zyxn17kFThwy16sIRNZEhDJIsSaKp4fs+b4es+6Hl9rN4F1ySTrZRy+Bc54+klr7gvalvsV94F+0J6Uoi+gq8s1WRS/Dz/9ylhH7Hf4xrP51tG2G5ms/4TXfjx+O/MIglqoo9LqRmenP9ja1TLT5ZjdgDJ400xfxPuD1aMTTTeyZpw6LyVaGhKtD4EpLSszM/pYwQEkSE8BKwrqi5DWnFE/G90fqD3kmH4KwJLWm0KvWBvsqt+8TKwUerU5oq10iaC1YexPjN5pEBw4nk+8f33H8/2B25++4P1PvxBocmBMx3FMmAGtAJjA4yvlHwL4RVRSZYlvZEEAV8f+2HE8gWm/oB8H5ucDbtRWcTf040AfR2y0dHwwRlDIHwSv5oiSidBKmgYbZDKwbAZrDc3Br/cvT8w+UWqBaF1ADgDs3fD46th3oE/gxz/wmn/6E8vPpADbRjbQz3//FZ8+veF2f4MI8DwmilB80yEYxs/L0rPegb2fZWjuZBu1mMEOlrc9nqGHZPzuAJ478HxM1CjxcHCczYHeD+i+YT86UBuqKhQVbFseNfKxGKcJ9nGskgCJubeYKcKOLdlhIGtop0XAr20FmjlltTJQdtBZZBaUjtmIdq63djvNXwjqcT82AmcQtNpQqmBOBuCjU7S0xGTK8pzee2x0GtTbQt2RcJrYtakC6agDAFguMAc77GX5p5/T47seW7bujk5i2Ult22643W+43W7YNnYlKi2BJI1yoItjA5b5LbHfCxiRm1m2ak0dNgVLkB72C0b/imP/GcfzC47nO+bzgdk7jsc7AMW2fUIpHXoQ1J3G8tT9+cAxf8FW3rDpHaoVdQMMAjsOAs421n46Hbi1Fl3/BMUF6uGEG7vraQkw3iMDWphRL0bdlN7PwPNKCV4jIUDN7cHPkN4D0ICDn5mxQOW5e+d8V2cnkbOrH23uCMHvbSvYohNeKUrn8RgYe4fX7I5CfSgp7L5GhyBox2aLSZXg3gKPcMYu9INklVaxUwrXL2N2Q5aWCgzZ80Cjuw6BlRIdmCLLH5kqiwDRCllhUGomZOmCe5TygcCkVz4PmxQGVSXrShHdqvoOM8O2bQCA2+0OdcPYd3iwNtgimRo3ZuxYKkpnbcJRgz1kkyL9AZlhSjhy5oBEN4Fg+bLbXQDT7lETnNjdt7UILBhgyTiWy6vO5ZOlDI5UBeFcu/DJHescmeHLfZ6Ze0OBoIiyMbZPlhRIBja8r3bbXrLOv9eDGcYboB0VHd0qMHuAhAgwYKJuDDAwWQKv0eFVBOjPjuM4oOpolSBRbRXbcr4vQO/FId3aLTTgCJqYDfpd0nHbtmUXAT6SujUCBYNsn1oKRYKFbYrnDBYlnF22CgBX3D99Sj9+lQgAWEHXPgt2P536VjbUe4ObM5ljwFupaPeKn/90LJBYVJHMFZsD+35g3/cFKC+QWQTDJMAth8qk4PpglyALQEWD4a6gTlNCRmv05Aw71LJM+GSTG4DiZFdSPDeTPjQipTZqoBWyFBMgn8MApa5aDbZDZojTfjF5aiuAY1k6r3seHbU0aBUcY+DxeGJO4HZT3O8FvXe0jQ0iZgLls0D9BMSun8VS/xMIX/otLRJNzoAzGbr0PHJvXHwv7jGxJ5JJaevzxpzw2EdESgDwZYHFY/j5XKKjVjILgWBtxjblSObqRLttgFBiAMG4KlXRDybzuk2UkQ0QuF+aOx7HgZtJ6DZyT5/F0bYC3RS+WzSHPoPABbgFoKdQVKXY98D4VfBoNnFYhz8Htu0WzNszEfJ7OP4c++AaMHNN/PnrTQiAWp8XuREkcBOMWbHMZb5+DhBznDGIeoCMwwmQW4eFFIk7sD/4Ccf+RG3A/dZwuwlU6lmFcikxNYsYUC+gjJyBeBUEE4eJRpRgVI9CHbFcF6lhKCQeJHucSaqUPaDQd/30hvoQGAzaGur2hrLdgtzA2Em0QsO/EC2wEnFrTPSstNEAlxcrY6Gd/ppMUb4+ZKKiPNoxC+cjp9wrKJLxboqLuztGrMqPgELGKVx/mRGXRbpYcE8CHs5GPGTUHBRTV/oneUtZVv0KUvrSf11loCIEWOzUv1vgmef8TC7rP3wk8YRA05WpnvYsZkle0hkOIBHPq9SFqUItJRAuY3b5p4BxW+4fAJZ2MEM/yl2cTUBoVxN/UNEoAb92C/SX88fExnVJ53xdWsaCSHY7ZAL/h//zf43/63/7f8Hf/vv//h8dt4/HbwaPHI4+O8a4wX2iFmEQWsLJl0Dmi0JLo2B2LNIYjYT7Qv8muidMMi6yRlVE0QJdTiDJQ0Bt+Z/xIEsOOLjPWkjnTciqM5WQwM+N6qSGseXsWQtPendauyxVubYNlHB0x4i21mCwc+xPPL8+cewHAODT2w3Pv/07/Pzzz6t72AwQpFTgT18IfCxWUazL2YHPSagqbFdfCvC2Ae9f4mcD4DtL5kSiJrijtBvGGGwdOwd8HIBNzOPAeOwU6g3aNenNIWoYKKpK/p6P6zgSjDmw751aFLVCJcTczLHvhr0TrDEjsPP+AP7u78gCur0BP/7IIf2bv31i++WJH3+449PnO5oKhhmeew8aepSkpTi2ALVF6RoJT4txJKAOkh8c06NGBsgSCQe+PoAyON61CWqL9tWloW01Ol/tDDKLoh98OFIMI8pOTIAOROeWK7U9nFcRoJ0sto/ovCHE3IUOMCSdrtA8UDtRab8YiUSew5l1J/tlaexgYLitUgF3wAuiNEkXyk3HP3UIgt2XhqAG40D0FD6PJZozfoFFC+U+GVjf82j3DbcbQaL7nV/b/Y77bcPb7Q1v9zu2dgswg92aNLpb0LEAQhmWG6ORuusBZEIUGmWsZU6smvxpmBiY+kS9fwLen0Db2P1tG5BgKN0+fYY69cHG6Oz0YhGs5CM2tvOFGMakHSSjLSoFc7OVFE2N0sHUdssOM1CMg4uWna1p03qUsC5gPxx5LddNOxZM/qyxKZWr8xy6aXDYpXUHdZ4IiGzbjeDdfWNrUQ9xy254e7tjRvmMmeHoB3A42+BOMkrntOhWIkCt0bWJGWCbE8N6sPywruv8x8XZEKAfPe/sJbskavj09kbG6OwoNhcgzHPFiNhgEyFtaFWXzseLQ+lGduJl105KuEIiYyro02CokSHkNW1bRam30Bqj+zNGR20b3FkaXFOnKbod2hxwtawgRZEa9oMAvUqURfg85zAIBnBRR/npNArnK+WAmamg4Q8SEZlzejoyLwFSOFK/joPyVbG/5Dm/FX8scJb2Ub1Q90epeWSlBFt3BgjvSydLxVkiImDHvN9HPPYPH5Jz44Zn7MGtFtg0PB/76nRZshlH2H3gzNSnAzpHh09gu91wv21wLSHMTsNtoV+XJWxbKxwnRGDRyUhilpN7a+8WGyvQSgVKwQydr1r1Ikp+BojLswoW56f7DX0Y2cV+gvFZGkyWhpzrJYOPSy3PYn++CeyomJ0bUUGA5aqYqpiiOGws7aIBgyqbGPTeg/kJlOoEw1AJuELhAzC1i6ahRhMNXOIYh4R225jjLPlHALZToHNcgGuBFpYNtjkwxoy5nOc8n2f6j8msAiKwCTM2JhukzE7tl/7c2b32tsEnu+PtzwMygbebovz4idorykRX8YJPb2RFaatwidLBUrC1Go1DDtyibAKSSddgG0TSiUkt3scEIC06Hovy2oH4WUJf3emQTYNYap2VJYMg4vBWoVXXc7dBYKHW28nES0CwnKVn7hm88nq21gC1U/8P1ASz2cmisokpFGIXZyOZrfF+9eBeTvNzsl2KA6jOvV0MuinmYcDDqGUHRzECXB56CQewrjcj42kOHxN2dMwxsN3u0Frhs5PZ952Ptf7Wt1fwOct5/pGzrNerajTmwQL61vnjNKoTqhXuN8yhcOuot8+UIikV4/kO2x+oUzC1QysgTeCbAPMRnVgdc3AbEwF6MZQ6UCzLPwMMyDJ6A5AxZQTZi60RfoJaSkycTN2ODuvJ/NcoUT8Z+ubG7p+ZhESUfaKgtBtuUNTNIKWi3tjQJPWLSglbmjobcbhZBIIXW7hQ09dBzViX+bCywE1+J3BEQJs6bBag9kpCqr1gLQrGYNlFTKEnWzJB4QCQpJRVYiomIflhFzt4Pvs+aDdLq2cX8wBTmGhX2O6XZFMk4USWT+ahZZmAU47Ax9l5cpl+7QxkNcgqNwvbK7ja3w/v9Ve7AyDY0KeEiGQ2/8KK+3iwAkpxHNQ4cvdVDQUwVpMq628ztAkjS8b9NTCQb5WFarAzzY1zJ0HuWA8vjO8EmlRedKD/0uOfoXmkqNsGlBo0UWOr1hCLhivG7CgSZQoKBq5OUcOqCszJlspMi7K8rEZ7TakfWskJilbA5gt9Lo0+0dNKpBiRGYlFR9qyReYhsqzJrAi0OB/U6cueSLLTs4VngHGh4c0QLiwSmd1SMI+B9/d32DT88Pkz/vjXf4W/+Xf/nqVfO+8odOEwOhO9pbLsKjTECR450GNOFolsuAP9C18vAvzQgHZvaNsWgq4UBX6+f4nFJSxX6we8s9RtxgSebqtGlKJxwDGi7CSH3gliJcPg+QD2w1HqRG2GWqk9YuGslgq8fWKHtJ9+Bn75QuBI+Ljx9Z2MoceDzKrWDG+fJHSpyK4Y5pin/8HStcvPlrY0ArAA2HGTYHpnwyNWoaFPYD4BORjb3wUoW2hgNTJU3M9gfAzS06EDpTZoCb2fYKlQ9JeZUIrBpV8o7GAlgkjk/aq2neBPAJHINrMcH7wIU7I7SrKU4MkMkLBTHIh09izoIBk4SEwidgZkdnOMIzQzMp8RHQpt4JCNFOH+BWe/ktgoe4dPC32RFCa8lJN+5+Ptfsd9u+HWNmyVLMDWmIHtx4G9lsj2MfPjo2N0ZjvujZkRtmoNVosAR5R8CbAYK0UQZRAW5bgG8wHDhHVmwfednX8ssuXUF2IraQYfdmZYtQRjrEcrbAYMozOr1cfESEFXnBspM+8ENsiWZicYgoVkl405I0DjnHq+P+A+Q2uCgIzD0Xu/BKe+nidZJQQk7rfbAmKee8e+7wCA+yeyBlluQHuaGh+l0eE3m0hx/KLcMyR1MCz0whZDx/D57baESZO+W6qiiMA9dIXMIpPItvTLxV3ZKiwnIwOR6bEbRLao1Yrb7Y5WK1TukHFAjyeye4UbO9WZkV1p7rBZ8XbfYvcJ6Mxom1t5A0AB6yIEf/NaqybjgEGmSnSbKyncy7XrFroaArItbIehY7SKai26i5azrt9ZEm4BZqqxPsdBZuzpxIWD4yUAI7AD1pyQaAXcqDS8wMjwsCN4Bk7twTzltWQ1DWB+Go9LnmXtoeYebDCF6QlswR3lxRmMzYdIegDW5yek/hxBJH0Bwn+vx//pf/Vf4L/+P/6XGNOwPx/ox4FWmeU4jo79+YTbxG0rsBHhgQgQmjveDTVscK2N7el7x7ZtKLWhqZOeu6JBzvVPb2+JBNI5jU6vMgmYl6IY7i/giIoCpaKFvlSWeW+BFqmRuclYyKOzVVvdbJN1NzoBFFGEuHwyqGQt1NyrXg7nGiy1AjJRysZyeQNkABD+bdsM+7PDprCE13YcjwM9KMqlbqjbHa0W3EDGT2uVjvggO4UlLbTFwwfcMpuPAD55P2yM5GvLc2cSk8FmzFUNoER1AeooiqnzIrbsC0hagclVO7OUCPzoW47YTyyz/UZboeEXTj1BxaVZ5L72kNoqDHSSUurhse9w8WBEERhWBTv11Tu6vK3ufyYWbDPwHvtErZFQyyAFYCmaASP8ivSnyKYuGEZWHRC6VkInzgOcYwkSmUOZ5RcVtIuu3HSDSdQhIktuQsMtPmurDW0L+xABWna0LEpmExPbYKOInG8RTOaesgI1BGuuCWrqUmb28v1Afz+w3YOND1nlpmoAbEMfjoEdpRDQsmkYv4duax8PeQWQHAH8XUGxOIJHigVqC0GWWivmpKQFwZtsLkSf08Liq2uMo5J52SfkGJBjQkb4V8n0G2TFkO1jCJIZAGAIoMOigcKMuZO7Sohd6wfzkn6dnKVArCZh0wiJWMZTxsHJ3NbIqNOHF7grNGyeRSbn1F4qKE2hDRAtKG1be22pDfV2g4cttNjiuPdqgBkAguhw7opljX5+pRBMSsTkgxSwpJRVUslstFNTKT5vYl7xzvXuK/gnwutbycK03Zc5QSb2PAEWOefNse9kyfcDGJR44HVUxi1D4BaJragNcc/n4vHbSxI+vhOow3mh8SxfGVNxYwvglDVfBc5rmZc5kX5PvvsCHK3khgAA46pcMykoklBfvi/ZXe6UtEhto7SNC5x1rBjOncOQ3bZ/BfwAwUA/73MBvpcRIWvJry9b95d6z/+c6tnfDh6poG43lEJjMcxRw3iLFEgJRzWBHMuAOQAdEHXUpNm7LxsVZFcGDLE8pp1iixKidn418CLUUNK6AiYAoUUSABJylZ6DHHcDrDpTYRDpCve5RPtSPPtsAxkGNuiWWul4j9mR4qutFra3/+ET3j+94X6vGJHJ5mJkArhPsmqAoBuGjwBla/pVOpdzd0RcpwRhWLDQiXDXBhSDHaxj1KKAFxgkwKMD3jvMJjpSV8PQD7IBPDJ1boBF2ViQts5Mt57X0+eJCM/hqFVxuxcYBn76ydGD7ZPM1ceD91oLv8Z0jOmYM+ZFgGrm3CD6jO5qkRCd88KECVDJllMQgA0QgUq8DkCV8z4yE77d3lBvG5ZOUDLPzFbb2bX4J+BOasB0wMQC7MQKBvOzmEyQZaA0GFyCAInCuTBQdJnlPx/nIwJMOreOpVUcY5+gkXm2OL1kUyArG5tRnMb9ZFcRyWuIwZY5gP7AKd4MiDmq22rbq8EoBAjALjrkdzx6lGAex459Z7lU2xu27f7i+Ih7VJQbmnQUAOqFHaryZJH5TSfn/OI4smRh8MsmgwocIeja2aHPEhxSiBe6A8HyS5Dj6qSl4TczILrNjMn6dM4TuTxb3gETwgmIrItfY+Lw0HEqmGYYgyW1t9stACs60LVVzJHZEJ7jDOw4MGnbTsq9RkbPI9PN7V3h0U42NY7OCStRHkIswGN0z7p8uC/xYzHuLyl0rnICQe4MkKoohoHd8wLJNH5UOA/BRPAZneViQweQ7FEbA17Ili21oWGmXwWEfkxtFWWL8aoF0jYUTRZOgPNBGVWEI7jmTDL0eM4ZQqmqDjUNJitQll4gx4FBVTDQHJgrFeIo7nANewoyAgggMWCUSTCp9/3ivOQc1ADRJATdB22XREtwnYDUxYzM7lDLFuD8z+nUSAS+F+bPmob6YrTCgpwL9zJWl7PGWORXjkk6UlFiGE46kz+X7N/v+Pjh04Z/8YcbAe3QRKt1i1KrzD6C94QEzILlKGQ1F1GU2wafB/dhVMzpeO4dKIrttgHCJiG18is3QgsgwidLj2s8ADa7oAabisLLaZ9GbPpzslzwNjek1kMVhWskrwtZnVVLaJXMs0mAGUo8d4o/1zWP3D3EsdPZVqTIu3n4mVKZeFSHHyx/oo9Fhmg2qGAzAlBPyDxE7Qm6tlqwVeozKQWQVpMLKXFNJbsCxTwKJ/4EeIBrAxX6pQ4dk1oESP9RFxAx5oRPTt4EdrJbE4DQFEkH39fHIuydTTYWsWFnaVsyTiVKaFMYDCloLeGvRfCriq0yOTvDX50+Q28JK7Bk+Wr4tQFgAXLRQZoL+EqgKgMqj31jzIk5/LIHCkoRzAGMbvAQy16Na5bEBZmUpVwAMMk9IJ7BdJgiEnYlGLjx+cs/vgZtwfDGqTE05oQKu0GX7C4ZSTBqyFFHirbsDBarKFAdxZX6rgGEp2Nqc6CUsKOiMBF2/hRDKZXNciR85k6W/vc+HN8QKs6uaQi7n/HPtGApf3j/xebmnsD9X5EQTgbT+W+8zPXsrEZHPgEnTIP5xDBbDUbGpJTGqsCJ4Dr9ECZaa/wtwYfohGrXcp/8fiaK3FhipcpnZyG4z2S+xusi8A42ThF2oNSikBSMV0VrDdP52RKJyZNxw7Vy7WC3RskDXhMCSGkXDGEu5oB7iSAMS3uIa9TWWrzeIc1s/BRlf9Kuntl6QKcvKVHOidMNdISma+5TCVaEL5tJMeq1BTs//JQKB+t/AN5NMpzTjtLf8fWB+e3ECjz/6/nv9ONiv1heyuv9x7BePAvJ/y+f5oVxt8CeePvCLM7BsOVoIrTPdMVfWFIff/7INXJlBC2CSgDmf/YkEtfrHziB6ZctPSas8Uqn9jon/HzTyxr+S47fBB59+uGOP/5nf4iNe0AjMKMBZi23C6ClLQEfPoQsmaBB0loghTyHnDi5obGrTnZQODM062b5nCHQaBENSJTkZPCT9MOSehUGuASqm4N5cVLlw/C62dJTcvMz86OnC7wo2UKwaRzM5CcToAips60V3O4Ve58v2SuzsyxrejBrAvjQegIl087Si6wwAID9GYso2hbXSuR8f+wwMEOEtqEWMsHe9ycQmcAZAejoE/vOU6oQiPFJVtQYwNsbTkN39aucrzMju6h3son8RuZRD80hj/tMo18bcGuh6YT4fGXLVXNJnUheX2ge5bhEl2OCMOHcpZFKeaIs87nmorW8VEoCKKhtw3a7Q0QxxkEQJ8zJDMGn1lr6eUHnDCooSEWnbknkI4RgnOQ4yVrTEOUF+Zo4Ej+cGyynWhqGb290afJyLtglWJYV3cV7lJOKWgPMrp4+kZ9ryh0aSOGwQDbjHBpMhKbcwEpYVmcadrWx/Z7HDPbtMF+stWlgQFOuXerSlQSKGApCtNpJvU10UYGwL6np4wQnbMBGxxwHv0LHwaVjHOyuloGZCM8nruf2t/SSkHtPbNgs+aV4LNlGXCpyfi0Q7JzVS0sgLjHfoVqgEWBYZHKWlknWocbnFhW4UWPMVwlffGqUU5ainBfgfK9RZuNm7CaWPSqzq6DLooqLpPNPh2kkErzaGJOpkGtmzGDR6Kl9swIru7bPFUAF+4zfhWiMX+a1BUiUmXhHdmQj+DX2HVUFTQVVAa1yDnMAwu3WsN221XSBGgX64hAvJqoA4okOx/50qa2nTQo2lITQcCQlKLxeggXH5+yeTJHIouulVFZDnNSFc3OeDCaI4tgf4cwWdnNyxXDAdACQ6OrZeV/K8jA6urz31b7XUy8rfSfe53omki4eAmu8OCLLHvnrj6cRApCgKDfkle2+rBdVQa0FsxZsW2OSaA7YtqHfbri/vaGPgf/Bv/kfw0bH+59++jOW4vseFqxCgLqNiIBZlTqPtbUAhCYUdg5dOEcp7lxKxa6+9GDcgGMMVBAEpY4YBbC3bYP1gX6wVH3ZJwAQzy0CIhq6YpfMu7GleIrUVkQSD+wWWkL/SABktyAFqfnZWTLLZPNIls86whlfWj8JAgajzp2/I6PDMMGOrmR2kikAZ9aWQSbIjArgOUFykYuo+gJsOL/ys042SEQc4V8gtHEKFOYF0xTuA0wc4KWEVkE9CYT9MTN4nyuwPEt8alzDuX7O8SDTYolHm7NMPWzgTKp1PrdCO5psxlJ0sfxTn0m1orUN6J0lEbnuQMaIzNP3xuu0Q7L1mcgwCpmHzlPuK8lGBsBrNUM2OCiFzT0oikubJMl+CJBsjHi9nuAPnx+BRjb7QCQVClnATtBAw76LcFshQDY5JnDuw+EgEvuLeVUopWHu0GBXwf1kWGWJCyJJURDAUcYyFrJxQp2p1mhPhbqCPm2BRyJMsh8HfVzBZQ18r+Nl4v0jL3VHzoPr+9MnXYmE/NslQZaJjw8n/NXvc8nl2E6j/Zhrbdvy7UvlV3pDM4DSBK5O8eozcXTuROsScPWDp6WWT+ilpbRJaAeecydJEvLiiwCy5raCIHY2VCGT63Kd2qPbGpAaQMGJiFPp64gFUBl47kuiRlbGPOxW/skvjziDBSVjav3lCurlc9MThPDrPa9yVosLKICUZUNVccYGzqR0WXbB13Ohl3AJJAFkQi8ZR8unWNeFeJ+v58nX5IDgMigf/v1yyHqpX+6XtjSvlf7IOXYB0iPjrbM8rwpiP6Px+TYQIy/3su4+xxo4NTvnaZf/7JGOVO6r6bP7ed+Zs7tGkvzI8x5PbYLfdvwm8Oiv//gZ//rf/JHdHHrHD5UbqzoFAGtV9M5OYK41ACCDOIU6RbFKz7Lm08GNj5EGf57uQRIkusiJdZZHaEkZzmg7WJRdbHBuPi0yxnOwdMEmDZaKEkkGNwJeSgZY3NAoQhs10ck6sNAGujBNFpJoQB8ztJcAmGF/PPETgL3vEUxg6R7l+6cD4zjBkgRPGn2oGC/AR5RuBfNoAxNeRwf0aSiVWjXjtuH9/QEXI13wE6BvG4458HXfYQbc74UiX8MwDn6+5tour4DQ7c55mpqF7ryOZK5YlKONyczR+8Pw3IEjwKNjxF4swO0GfP4suG8CwKI8pAfAQUfpOE6mUQ/20QyN1wTarltvdJ8n0BSDKmFHJRJoHu/Vch1jhSpLQbz3ECY2SIgKO8D5yo8M4CgBUIFqoHx+tVUZmKcd95iPHjYu6m4DWAglRyT1lBvyue0uJ2ud+fyM/N0JGq0ZGfNZkOKXAAgUxJsye7kApLUB4jQ3Hq1qzbFFPbgCSygYWQLxnQ9tDdoapN2gbYuvG410bObLaEryQbjWPbKDwMX4ejglHpuTT1jfMW1g9h29H5g99ElggEwGZ/sOH2PVES+GZDJdwpFPEJLzicy1pg0DUaaGYFTEVqmXB01rF8LPpZygd0TvLgqVAhV2eRyDzuvWGoEjAaZP6Ex6dzQuSBs3UwCSoqatNk6LELFkWVqBB1Xboja7KOdyZgk9NLtqTVYIOx3OCPqALPMNJpuw3vs4JlQdxZTClQI6O6nVFWNbw7bviwlwBY1izNMhieuxdFULAJ/wPoEqpJcr4AGsILRZSquotw11ozh5tgLW1aEk5l8KQeLiQEX9sYZfl21h88guUCYGw6SWS5EoqaA9EC+Qubwr6hAkQ8AnYEL82ZiBy/bg5sDxfOcYlwqpFeIVfYwAkoRC32PAp2Ioy8XVb9AiBLqhgMb6V+7tEEl8cOkJAjjnH1JQ8+ORzhJw2qfMdHL+soNe7OUe/kGYJCmKbWtRTiLLyU42IMsZBv7N/+J/hv58/n7BI8cqk5qDDjbXJNdI2ypqUfSxX4IBv3yP+afRBbSEr3TxT6YZapTxJdArIjieD/T9QFFBU0WlgwKB4rDJTqdaabPmwDgcw6nrYdMJSFVlVlkagSLRYPU5HOwwCDccfawSTeDsuLT0RTJbDYcb7XLq/miUIpohEh9kgUcIeGoPdWpMsoSvIjvLcd1RSL7WGvpkMZagec+gUEUXs4LdbweqUuRfnECBGIApUFc0Z4OYObJBBhNM7PhLP5D6j8H6nYC4hD5KBJEBhLUSJeorIcrXutBezdV4hnPHYw5kl7sEyzVsq4gARda8yM5jHHegRGMXAAGYkBmAQh0NjWs+g0lfwJFKBkwZeDGp0Fpd/hCAaL6i0Yzm6sUArVW0RkFjm68BTQJIpchlryZgXKPEY44J3wp0C0FZV/T9gDnnbgaCEMCCvVtQUIJZyaqFwv005i7FhqO8BwUlHVunj8ZS9UsyCScQwUqKuSoARmf5D6+5EZw/2ChIY+xZdsfyvPv9tze6/o91iFxt+fotlr95CVbTD1nrKsy6uS+x4zV5v3HkfH75rBULZlyUuo+22CzpotXKJPQKkt2DSSuQ1i73FL4w2QURL5/rDsCSNQGiLDUA2mwKUTTjO1+AFodBTkF6wdKXs2nYSsUzQMsEUeHRZODYl0+lpSJZf0IuKPXucPXoX9cLLMEbLC1UX40oLuOeAxnM4ASc1/XL9RnJ+q9YjJfjUrqZsTiBPU92g9Sw/kDqhqp4rB+ELIef3cIgMT/OWIM47ekXnOBNsIkugAfHxzEut5fXvTQZ8z9hT/OTFjUgziWxF5kqZUpwYgz5fBkvEC8wEA/gIwgWlkVjADnn2jn5rt95b5wnslj42VTpqj30q/NczrVs6vX1+Tvx1/f8qibt/DljIfu4Bv+C4zdZsDEGns8d963irW14+1RRwTbwEhPJ9h5OdkwWCWZLBWoVqEwaX6cIKFv6se5xRnmYakMtjCDmheHAOEWidb3wfTEILTJgknWVwHJKxiCNGO7QjaUY8yBIcL+Rju2OFQBtej6YsJgUJh4jsig4NYo8KIEiGLNjjo5xdHz95Rf8CQ795U/48vWJx4OC0il+LdGhcD9YEpqaPqJRitWCCQQs3Z9jB24O+B1oCnYmc3ZvGmPi9jbY0tuBI+pnzYybGSIgM6zg1YyAlCufD9uZEvwZE3gPIWr1AF0ujKLUJNqPcMyM+kJ9AE9qdKNWgkYaiM+xOz6/3fD+/sT+nBjD8GaKVhV77/j5J97jY48y2Xl2WYNwbGxG6VsNgo0B/cFraDW6qQmQIrJpQ+cEjuGox0Q/JkobqA14u7+hj44vP32FFMHb588orWJ/HhjD0LaGciP9fcZYlHBKzeh8JYqcDsb14E+kSQlklROqpHXLLGQYz1xJmvoHp6n0MMg01gmKRMbeHO4jHLDGYHah/QFmWACknhlmR8BCKEUuBpjB3QSiVm8CBUEhPgGC731sra2Oh1truFWKoNcQ49MXp5TzJwMyMjscVhSiSZnPfFYAhaNjHA/0Y8fsB1lGx0FHwifgdPb39wfEB4o71Clmzi4wnV3uAgCYk5k0akBYlGwC5izx1aJQqUzs6GAnRLPlAwiEArbXLALI2kknaJVuAUtDaG2fnvYqWEnCFt7DJ7L8oJSCW2u43W7Yj0HAsyj1fKKmf9pEP9gJpRUGB2aO5/OJ584uSduNz6YW6kHMOrF3BlsMuiI7qA4Jh82ncd6GfpiKBC29h2ZOWdpbL8cCkGjUamhleHDdC7hZbwUoPqFSosVvgajDjKBdqRWtVtRG1tG2bQRiBZCqARYlZz43ezoaWipB1ewmtTZ9BlaIebhokHIySiT3ETiSdUtNkrCdkkxBg0zBxAAQ2U0DHBN2sANjP578/DqgaBAMwCpMqYWVOiM2KCgu7ih3g85BgykEE1Aq1JRUeou5lh7YGv4zqLgef840nCzfZEWSZZwMNVGW8rkSQLxmlJeWQoxbMko09vvfgz36s4cn4zieY5YhASvAraoYUuI1tl7DFrwBqCk7n7mVKNuRxUD16FhkStt+BNMEOB3VdTkAjqPDo3kA5wUB5BGsHgeAajAMHAO4FYWYoWw3pNrYCX847P1JAMVjLQUIwVKlAPIBZHYl2YGr1Ciy3ulPrVR7jNnZrcbXWtpuGzvwRrMIROlIKxW2IjCef5qj+1iAiiu7I9mk/+QNqMoEkhgDKY/OSlc2EKxC/DPE2F4eqqitQL2gOFsvmwnu9YYv9g4LP0xNznKvsFcFsoAMikcTHMMMwDnK4AAGub33xaBdpcQggz+frIiG7iKbg7S2sbuPsEW4wQAF9n4Ea/7CjAXWuImQVZ1MGYUslpGoYunkGcusAWDOfialSr6X9qIWDU2kAFtaw+22UfNynpogtZ5dh06byZK3WgpsCBxH2EqC7qkrchwDtTbU0AJTrcumQSnae9OG3g9qIYmgakWfO54HBZlvt7LKtDycb/MJmQjAzM6ZH+a/Fs67GhoUQ3YcRrb2/X6nnqhP1Epx++99JLj7EStaNtQTNAy/M+bTP8iK+Kd8Lk52PkuOadOKKmbsrR62yhGJ87i2HLZa6f8TDMFKxEwzVD/9n7MSJUAWANlWfZWiOitdNq0Bzs4liK1FUREaaTDaA6egMXxAJ8HrogotDi/0k9xjXyqKGh3VoIpkwxF8NPrUcaMaTUxcFerlZT9d6j4Rs53AHX0215QTmOu5AuB58tEKKxaovYMARuK8wm7jOgWujqr54WQhmxv1kRZckwlxOxPsGRP4RKQ9afuhCFmhda+eE8A9UhgJDZ2HvFxf7u1kTlXjHnUFNBG+qytir3Q+L241uHY4jI8OEBPIMrKUnMm4KkkoyQzKa7nK11DTT/CtZfFSlhb3pypL7yrfQqK+rITwy+Gv58p/n8pesmzRev01iLv+IddBfIbpx1H/px+/Hf4WAZQtyaWwBmrpWIhAaiMLZ+NAVy0nNV8BQcE4nqdYmIIZT6dDpCIoN0DqSY21RHkroIUjNMORYBejDa0ZatOg7+YCJOWkbWzlvZC65uhjwIOGC4uNKwSGa8lHHo9GhQJ7TsZNSJsB5uh9QNywtYJjDvQ50fdgI8yB+nzgl68EReYMRo0B99DwdiAm/VkO9uz8e8W5QRmARw8dICGAhEF2Th/UEOrzwNtbwRwsR+tHx/7s4TCBgsmS7jtW3bgFEKZFyLrK0ridgN30E8SRJImB12qTQE+Ws/7yC6/n02fgxz8Ab28NYwA//9Lx00+A6hOdurtsQ+sTfiOC24OFddU5mk5WkTiyKRk3gqjcmRd9Jo1NRoPldWtpZvNv7AB49In+81f88IfP2HdDHx2qgh9//BFtu+GIC/QAM7e64escq1RRRFgCkMBhGiHJtpgcW4IMHiUpccF2Ce5jM5gztItUY6MJcTW3M3BMAMmxOhiSmrvcvkDPBYBFRpmmeVIQAi7RCtVPsWHzAQevkR+QDn2ccziZAVm6hwx6f7MF+Q92vL3dcX/5uuEea71oZuEzax/tqGcKNkdTVxHasczY67mZzOOJxy8/oR8P9H1gzj0CFYsAbafm0vsXwAlSLNHkMYHZcRxkKpENJbBOkdwj9U+mY8wKR8Ucjn08AQDmM+YFlmNdal3aG2cgBrzsXkVYMhdguQF42zaKaffOzb6W5SzWUlB0i8wag5jRO0QVj69f0e53gmR+Bq+pJQQgav8LRf1nRelkHrBUZwS7ibXvtbAZwgp+ctOXFNsNGxQglajAhmP0gel07CGOI0oFTFmGiyEQmzBTiDlaq2AbZ1n7RIlSujyytKUUGrVSKoHI28b9om1MFDi1skSpYcAyBjpHZo4+Z2hJVZh1IMqOPIIvSOyT6UzE2EAEpdCZ7JOgdIWgVo5pq8yGJWazGAAOUAAkVNGUJciz99CbObDdNnaIcYJ8cNZBZzInLCh8FkwbkN7hJbOaCtMK74C3Tyh1QMpGXYNwxjObyExiBJExC7OQJx3I6/GS9Y3Xpwujl/euZwQNm5UAsJ+OXXRPpAbFa8e7390R1889qAEyVtBrGcQY9dEkWKHpHmaQvrSBNNumG5L8aakPYhNqJZIu1B5Ku7bKcN1P7Y5aIkPlMAFG5CwKCswGy9emQYTr7CaK7orb/RPu9xvMgefR8Xh/YCsIHaoKzUx72lqbcAsdkHDe4Y6+08601pggGxNjdpjvaK0BBvTjQH/vsH2gukNaRdOGr+9PHM+d9hUerduB262ilno2ExLDfnT0WD8E7Ca0ZufNiq003ucUdjsliQmYxuYFg+WS0wUz20bbCWqNYXCfmFNRhgD3G6oCP+gb5hzw6CTcmqB0AH1He/sc680AzGXvewZiOIMuAu4GDJZY0Q5Tu0dVcYzQ1XOWiNXGv5VgYJWiwK1Cm2Ap8JWyAlmJxImAPs9KvhYGd2mnS+E8mtFII/VAOQepPwUke0EAK0ziJYAkjqkCCAF1AloDQFl2PwPFox+QAF92Afox0J1djEspKMLuzkUbXIHuM5iwBS1Yl0Do3kRSwZ2fb4MAEHXGBGIZVBkgFeoCGPfwvofja8EMCc2sORy7/4J/+a/+Jf7ww49wB56PJ75++Yr+7NHdjTazoYXPLXgc318wmyWoWOMtkJfSSndq6H2LS/rPOsJf1pgTAoE0RfGKNit8VHQbkNqgNpYIP1nKM3yWM/8CurKc0dXx3J+46z2S7s5Sw7S9IaniY0YSj/vK7bbRpx4n0K4uUapO/zHIfuG6J6uf2mvuQqDcDcNpz9DaCYhrMMIv/jKBoCiBwoQFMraSna8vXuXc9AMIZgsqBAwGrUqUChNQLVCgnIC9RXOGsvf1vEUL/cSofrAoZcpKXAk/IedARsRkYs0A4/gfN7bZtpAlSJBERVFRMNJnFYdogmACgaF76pGePmGKPUn8W8QBPcue1V59iX/syLif+xGD3bRx16TFr6cr97HzPGeVEnWOByoytvvwXvhLvGiXFyRx4EySYL3u8uEvoNX1NapZPUD//1vr1IRlyckUVxCEV1VKs/wzZEd+E3gk0VZRwDZ8X78YpD9hnS3jb1uLTAE3ZSSII86ShCawvkOrwpleXw4p0VCiz9NZC13LmVGcNunQRmCbXWx6f+LoHW5vDAYqEeH14INifbkLtoQuJdpE0sCnSOFNo2WeRy2s0YnXyFxkd5dtuxEoMFKJfRy4bxXWFUMFVhSlNsisWUXBwwmIPA+WnZVKcMMASHRd653fn08svZ9uwA7gZoA/Q4w6wBxXoA6gduDdWf9/7DxHCZbO2xtg1eEYLIMLxpPHOdLRj0QPNErYsvwrBZ+TcZRsngS95sH18/kTWVNfvwJ/8zfA7dOAC3/eQ0upSOgexQZg01FbMI16gmFkVg2cQUUCR5gMNgo7lC/NJgPH1A8CWwtQCtxGxCCyk6khwKcfPqFtG7bbDQBwHANuO25vd2Yn3THm2fabIpAl2kyWZeTNgdIa14ZEnX46+gBEmJFMEEBQz5txUKsAiqzlFyE1nJn/oFVe8j5kOmVAkOC7IFs1mk06elfvUwGor+p1gk9sOUxEOtM5abCw7jkzOEVLOJIxAb7zcb/fcb/d8XbbcL9taG1b2aAi7BakmaFVdk2zcBJWeSIYkJYogTBlKYXNgb4/8Pzyc3RIeiLLvVKwc388YGNgHJ0TLjx+7ksDjom6bVANps5kp6vR2X1NpKJWh5YNMgqezz2o/9zwspsHhSQjewAsRzSP9ZhFIAa07Q6HYd8PILIOdIT0RYh0DIOWeWaLRSCFz3ocOx7PJ0RKgA4BOkcmv9R6ljOOTqdQgNtWmaWHY85ObTwRaK2opWD0ue4h1wM8xRYVWhvLxUohmG6AbA23yN71yXOPAF5TaLAQaoiSDGa/agM399hiUqyR4BQAUPS7tg2tBNvotkVXJtb0W+glab69hsPlKfrNB1BahUpborE+z8WZmU8L/bxspa5qGM4W5BLgfYodu5/U8dQNbGVb4uLQyLjPHk70xHE8Yb3j/fHAI59RBAWtxH6VGSd3oBzweWBuG7Ru3LO1QrSi1o2ovEVJUzhweS95JAj08fDQfzqPcLrcET4PndjlGL2eJQGjEkDdtawly6AymFgL4Hd6CLBKH1tju/htuwNzoLNOC6lxk+uCehYCOMuczNjdEHI6vGTNR8Bn0eY3HOSRNdpxvuWkSjC8SgHqbQUk2eK5anQRHSfQKYJgqrK98fU5aDgPpdaVva2tYcNGYH3fsT937Njx+fPnpX+TwViJ6ysimAEUprt2aouxExfQ2OhAT/H0Ep10tTa8vd1R6sY1DUXBDthENwZ5Rz9od6ui4YZb3bBtDe/vDzoboft0ikzmfSd4F76Inv4qQOaDGUtLpwM6Cw4DNgm9lLjfa4Cy73sAyIUMBfC7F2XZsQ2MPvHY2bltYx8aSOxXuSZUhJp7RgYlIhmSQHnqbXlcA+chgawxyETMPfIlSAlGXzKOlli9U2drMePiGKH1Q12iEsK7wSDVwjkuTkDpModqaQy6lz7h6xcBq+hwBF1le2MOiGXZDDv6tbc3SMQVPmNdgEzuYZ2SA7eCEYEXdQkVwL7mrnIbxDSnhtd+RMfZStZA1M5qcdR6C11A2vsZQXUyHdwdW2twYSv0Z+949OMvth//UY5kH6UtBU47eg2k/wOb1uyi5REXJnustIrmN7RPn6BFsb83lG0ji+z2Be9f33E8DiT2Vsoi52N04PkcuN8rno8naqtooQFXa8VxHCggADnHRDZpSnmHOWYwfLimVSXA2RrrPtkeHCu9MIlpWmmftZBVjWkwJQuUFQA4fbdAvZbPFWCUCDBHpX9dzuSctgbA2BgDp9vtCUeoAEdfyTAL33TCgqnN/dNngDc4E1l81HE98dz9+swFcPXLjykXc/C6p1KSZh6ME9xDow1wJUBfSgSSKnChhDaUFIxVbjbP5lemZKMXK6vUl6X84YNddJkC34rkd4WqRNfQE/K6snN4b2fzF7/Y5ZWkuUAxCRAlDyqBPTLQ5gK6A7mPbyfgs1g+zngwr9kl5Q6iCiiuIUH2P7t2Xv4hr8CWSJTEcJNSM26uE6vSJI+iBVqB/+3//r/Cf/f//L/j//P//n/9+Q/9xvHbwCMYKiY2dYjtpGLKDugOgoQGt+1C18sIFEtgsdQCN9JJfSmUKwQlOhZUPnD3NeAWE4SifZlPYMBhYKa53QralrRXWTo2RJzYpUEQNeGBFJulmHAMOqI1Z0w6VW4mZs4NMza4qtFc2EJdfg7ImHg+HuhfH7Bjh+0PPL9+xc9/P7EfocvjBIr6BB6h73N7A0aUe6UoHPx87fATQFmLeAD3nlnCwCHivX0Poek43+jAzD1PcHZ8o3QNKpP0YRed1znPv2k0bZF4XzIuh/FcR49/d75HClA6S/QOAM8vzray4Ws849yfQvjOAfz0E7BtwJ9+AbZ6ahNlAjDv3cH1oRIYR4BtgVdyrlgwqSbw/mBitcbniDpKnQFaAn/3tz/hr//4V/j8wycULdj3J3ofeHtjbWofBwXc6+nYqGbd/Amq0CCdTJ+1ubhz3qXOARpLlGZfGbtSlqe8fmYJ5Iw5KICXZej6vIgDhmPKSXEGHGaGgZk4ULTJlQjSL+ZRZGVpZg9QJYIYgqbn6RNkEX1dm9/zaI3Ofw3ByhQXrspMZrKPcuG4O8Tm2iAs1q8KyyisBLAyB2bv6M93jP2B/viK0Xck8CD0EoA5YOOAjwM7FeypCVGUQHp8sJTQ+GkFzbcIFAHvIzS4OgSTbWE9urVE8J2beQbpq/wjNhpZFhRnkL2cE1uvl9DzSEeH9N4Ung2nIOe3KkWVAZiN1eKY1z3hIgT2wflCkdyxnECNDii5uUkp8Dmg20SNVu9FU/DVYSVRYt6wmWMI73/aRDYwSLDIAUy5bPo4g27Al5i7tgTLdJW62ZwE1AtIsxYCJaVlpp4MIxdmixaTRk4HMjuu5cTSomhtg+uEgIwr98FAQlLjhYH4WZpNBgOilCXBgz4OzkWJxhKaewLvjaWMAgpvJ2jAwL+JYKigR5n26J0MxFKgxWHBvlpZfheCR4PnkWpAMeoVwJetpf5ABKtQzA8coRcw6ZpJW84Q5+L1DR5u6Lk+LzDUJTiGB/PBB8RmBI+2PtclNqnfAxXyzxwiWKwI1QkVsBuaAG7cxKoKnjEEa77SGIH6Tpn1jYym51q/BALBQAIYKIk5SyLM4zkmeyt0I5UJA/pRgEMx1bBl0m4FOpGo04EWYtjijioFU5k0cT8IyFt0VhShTtGYKyHSxwjLyz1uu0WZzxhrr9HlK0Tb7ovTnewzgDphpeR+ebKpODcYSBQQRDEVJsK6oFvU5UtBrRNWU9ybdQ7qQNLBbBpmN/joeAyPEgwy3RYirdTKgXuAXKG3BEE3Jp14reG1xuOaoy8fYXreH/3UopMlLCXKFN1xjNBJEaFv2B3DJmoRzOYYGGhaoSCA6FqQLc97MIJohwDPFrQfAxWRay+PFeSfWojnS1UEJYB0mJNpHzqCZDQBcAfDYV3aIRCBw05A/7I3n/Y8+4zqOV9BJiJcMUfnPY1JsDOCKdoVg02BS/h5EFDfiP4/Wepkgmiw5atu+PHTZ7y/f6FNlhKB8MAxnsDkKtNIrLhyHdbWMMyhR6eGaIjiSysQiyYQvdPGB5j/9vn72yn3BResoNXdl/7KSyvxv/AQpB7fVfsq/U0/hcpV4SA4g8pOplIb+nFASkVpTF5orRf9SmC7MQ4ZVA2gzSBxPBooydpP09+lLTLqm4VuUIlOpNMdfQ5swWRLgCATw1mqluB57lLJwk4miqiwWUFR9NAlFC+MD6PLc0ITbAwSTYKcySapSn9SeZ+c0rlAyM7h/USshwlohdYScSnWFsrHSDA8f3YRMqIGmX4cuNPBlFzn6TdCTjBEzqeYVQ5wQG2y/HP2KOs729ATwK5MgJlxjy4Gx2T8KQGixP0zkIvYO2Ib93J+visAMtBZSorl/2oEf7nvIHzDNR4XrahMWKVvsfQizT/YIJ5wlQ2KroocQX5ujvsrcLRYwsv/edmlOYbX5SWvr4gPfMmJndd2uYYLQHW+Lu7JbQHra2q4E4iPv7DBxl9eRvvbwCM/WR6carbKmJLhYTKgNZx4j2EOJNCmolTBEvrLW1srksZZwJMye/0aHLv7EiTmhlxR6w1tqyxzCN2i3ke8Pjq3OJkgCRQtyuDkBsUOGawfyImRO70IB0xrQdFwHmzCI2NIxILf3aKWK+qujmMSbElAJCmQ4M9f3sk0sgBLciokeDSBJRKm4LIvUfIm5Ry+/NICIJhL8IWT4OgElI4j3o9ILHM/xzHOyw4QeLGPtJ63mF3Q+uT5HsE4SpHr6UALoOwAQbEiy1zhMYCqNB575+eOAXTne9DDeZRznEbcu1y+InaHOVBlNfejA4fYTEaM4TzHXcQwZ18bCnVZKu5vd2b8EeMGIrQhJ7QCpyyFIs1bkSLvFNvk/CXgk3Mn57evh5VzFCKBmCt1A8IoZuc8iXOZUc9iRFa51Yo5H2GEZBlE0kXBLNiYyJBg2d+ge57GKzfInHev/83fq59BdG7MV9T7ex3MMJ30/XIpUSsBeCwKfgAQJbMLFihoaDC4se25FQ0jO6E+0QQYwgBnP55wM2xtw9vbG/74hx/w//3v/x2OfcfxfDKogmMXwVHZGcZCKJNANhYDIbMWHhuXpfBYCJO9iJrn5u4sn1qTNNYJNylJPAmrW1dmbMMOGhD7vp7BTpRhpZ7Iih3CEJlffgdgGOdtLRn8ejgNduk4GN0ulyhgXHswULMTTykEMMbSgBGkOU0bnVldC8eNXwLXuYYBl6wRQGp02nlRQa0aDIWopCjUKaEcgSymk9YS+05u8f4CGgm4MWvqDQUoPPpAHwPbdsOtKFRZengcHdMcrZyZSsBCb6MAJYRZwwmhoyVAAIk8MjjKR25kXXmOO5mGtRTqllkAa+FsAhxjmwcUJeZP7r8BBs6+bERBdI3ClXV4sb0vPk5u3Od85D+XBeHzX04U1u/98prl0IHzucReOiMrolGScmVBxolff/6dHtMnhu1AmSg3QVNmbNhNrgLILlixzyhCXDqc5HjeFuyiFRxBlh1J38iCbbQc+bBJZxmhrGfp6fimUyoJ0EiAlqEDIRKaOzu8NNQ+0KqjNCVQXhvcIyEiUdIgJ2snz8sOg8lk4Zpgi/e5fEWago/3x+6O3g2Kgq1S4yOFwed0QCkCykYOjoIClSwl5r5YSkFt1HMSZcKgj3HRUwoWQJQpeQr9m0dDgxCq1ggmBASa3QFk598z5kv7kX6JRmJyIlg9mQgIQWBzxxwHxuzog6xNEZbcamkrW55l8hzY2MPDaWGSogJNMdzwGCOSIrQ3UpWacgE4r9jjuqw+rCdHsi+czVbMYj2SJSnOkq3DDzKd9Mw++vKJNMLRq17J5cMvgZsj4SpL64AU6/ZgtdowyIxmAulziRLwiw5qRTPgkwVmzYgbTsZNaFJJlIVPw5gGG4NJt/DDEM8dzsSOi6OpYpphtx5s5Xn6bM5ExTEALQ4pbESB8jsQzF4gw4WZYae9XoF3vNanr0418TTWaym6Hnz2nJIfYuN1XALt1NaKVU5Ar1RAOtmvhWWu2VgGCN++EpCx4WfQs/weXoMZ9SXZ2CbK9y0bICFhkbCtHr6RrWYDJf2zD3PScQIRyV7RZAmFELtIeQEK1kisfyawgDVPWJIOFAmwf2RzHmCiITu35RBSO4m+l/mElMoYJRjXRSjH4nPAUJdBYhOmjLH/3MS4+E75q/hMi8SNAxDj+oNNeN8JBi1pC4R2nAGtrfKt9ZySVOLhwFrU3kS3IzeEHlLEGMJJlQlDnHAIEmRZvkZubnF6uiWX2bj+dgGJcDklzvdI2BC/vC9f/MLUjHn9wvC93C+vS1a95bfWxq/eu27mtNHuWNecgPq6tlxzYeeugNn18jn30rf91Y39k47faMF8/S+9zTNbzQyLwIESXW4sDI2Am487oOzQ5qgRLMQEisA6dQ1ycVvSSdfD8qX7ocqaytaiU40bxqAD1TvFrRn8FrgSQFJd8sFhVCYQtGObg9ml0PTwyFyICGpt0GA18aFZJAV9AUfLKIV4pUqBKBdAthFfZV8gALNfuq/ld7oiJ+vGL18GBge52TP7xq9ba+xIMn0BQCIBWgVIk/tCxly5PrOb2wyaTy1JwwTuGiym0Ffq43ztc/C1CfL0mBpX1tD0AN9A5tG/uPEzHiRroG0hJF7JnFp712VRrPu/rK8ZnwMHafZBdsuvLK1bbKoAwFrnnLrbxJdfvkKEbI/7PUVyg2FW2VFgXhxgCeFrgax5KyDzKJY1/5uLOxe8ArqcJVKjJMmycb0UgjNkwKjJMBWH+aAD7Q6RBnjWzqe4MDe97AwwItuYYt6+6vp9OY3ZWjMnypoTiK1D8hfhmIfGgc+5dMi+50FdjbOtsQVC6O6L/ZWB6moJCoHAojxhwm0QIAkPP7dO9QnFhNgAbKA/H3i8v3Mh3AduTVG3Sq2Z48A8+pmd8ondLVpmNzIhZ7Z6ZeCx9NwCiJvuIWAroWvjy6mgtWJ3HIkuS3kkYOlRxsjGR77AqlVygHBSLN0Ch0+DoAVQfnY4kRzDLCkbM7p7xPmint4DWCqiFKANp62onxn4AGnNwHFHdDQrdWXVtSsGJOZ7hA1xLeyCEqXKsZfgss8SvI95HftGrTWuL0CHoqg1bDpYkrZtDbUqtU+E+i8rAF/ARqx5DUHzuK6k3hMUZEDf+4FS71GuETtlZHkya+UgeLnKGySznHyG0y06rpRz6Z1+FxD7ZYLPGbCYTejttliBilzTWN1dAIJIZAH4JZCj82bO54gA+RLISDOwfv7V4Zd/+ems+etrVrC7fs5HFjY0zq0XUMnhmG5QScafLoZJxn7nk/p9Hv/F/+SP+Df/6jOGs4tErQ2IoJNBcXQ7A1B0I7iq2R/KIZLaZbbWRHb0u5b3eDjWWQIhImQUzdA3KdxQaHY4Xmz9jsi64jKMZ2kUu/ApbDrF//VA3zpqG9CyoWjBfdvwPB4AgOyMRxNGm6tCkCftNCr3UQBwG6sVN4Ha0+NJEAsgA9HGQBGHFzKWCAYBUljWkb5wdrvM6RZELUgtuJUb9cgkWDyhYWNLQIrgkVjuKSHmz6dB38adsXRk5mLmXsCQbx28Z/MAj+Scxznmc3QyXvsRwr3UmqpUfQ1beikzUwUqx6lGSWTbNpSt0WaFT1E8GNvhKHqJJGyAxBQPV0wnmJ3rUlfa4MI0tuhuVerykYoIBf53jQRqApdpp+P6Q1/JT/pE7rZwj3IiS6Fj+kFwXRpr6WsBYOe2RMo1O1sptVuSdCHhl4nGNQWjcz0PfmcyyUOQu7O0adJZZpWBnGCoB4DrjhoxzZRLoid8D4KTZwdWdV8dv777IbHCzGFq0bxCLn/z1+tcMRouAJG8vs4z0fJP/3wOf8SITu+A67TBDwW0UCct2MDUIaqAD5QgBbzE2542kPviFD3nSwQOq6TQHAaC1ilFsmLZkp0G0zb6mnln/BHABc4qhIQ8V6IDywTxHZqwW+y7QCSgBMi7txG+Oa9x4gmpW3RRupwxXuQoq6pHJUv0o9nODJ0oTZaBB6NKznvIqPUFtD0HdT3lOYMJGmQMM8icEDP47ASrLDXQWHGBZsv/S88bYUNdyH4QKeGjOODZcMTDj80AiOD1S1ltxCznGo45uOKWdWcXwFCWH7ZioXzuABmF7tERl5IGWs9kbVZlnGwoX9VV8quR++A/IRnruU2cK2z5MfLhBBGbyZrn8YzW1pYRp0RJcNog4g+or6yiLMG0C7r7TZfuHzl+E3i0Jlka4njIaYglsv/JXslxyI3KTCAj2juXGyypfE5HNjP+DFZlPTQAwKp/DF8YsflpUBNnKsKfk/XYD3YKqmDLYfXY8BdmB4/P8wjce58Mjgo7zXhQfCj2GMCBAj6TQm7R6YQCk9Y7+rFjHEd0qcHpxFiUeEXZ1zF+DQ45kg9yGb/LvzuArwP4HJo+UikM/XYv+PTpDX/7Nz/j8eC8KYUgT4+yOS3A7U4QaYwICBpBlaOf7ByOC+BPLHZT7+ysdvSTyTPjYoXJUwpogyBSXve8fL2Be1C78/yPAIoSNHqrBJ/CpwVwMpaiEo3j4+fvJf72nECZ/H1Vdl5TBTzK85AgkgFbX3gJ3B/onaKaf/irH1DbRqAwDAmMLWaZNEzjl9FrXEGsAUvKZmS7cr1MY2bZxcLIg8KX4eiKcyWoUGuLQa+ujQ6eQAKDzjn58BI4WF2boBCxleGkpkBZl5kOjrnDh0Urc+fGJBoMwZwAmR3m+WbvmMPYmWYmtPl9j8f7E/fbE227oY6B3gu2zTCi3CHHn503dNn7WwTVEyFqPicztlYBmxj9YKed5wPPrz9j//oVv/z099j3HVvdMBT45aeJLz/9hHnsdHgz4HB2sur9wNY2tK2GoGoYelWoVqhOCHqUgUaZWiTZFBJrIDcDwAPA5ZQI+xU+nTiDGAVtXDqxRenU11Jgs1PfCrL2qATf0oayTa1DJjDNULYGPwaGdUCwGHqtVYzBDo8awpIAVpvuFTgaIkgU2k+nY1O0hKaABthRIDJRi56dOo2ilqvMMnbd1aJ2GUdb9lVAB621Bi2CORDdOfkFocCqqOJ229BasJGmRacUB8wiK5oZLZY55Lr56CC7x/qYM8DFjtmfmJ1la1utKMHSgmSAKsz+6/ksLEDak56c9idKjtJgGR3aMaidZZPlgdTTKRRqdyzWnQgwh2FrNUqnIrh2o56a4+xMkk5eJFk4rmkPcPH4L27PR+c952U6ous955GOT4LxL38LsE49wdIQNr4KPOaa8LRpeL2O39HxX/3v/qf4L//tv4I723rPCVgV3FQxMhpxlnpt9TMgk10bZUJA4Md8YuIKJkcSQ/Ql8OGwMOhWDe3IOcm+SZ081dhHHD3ajF/bBU8zmFiU9TAIUC3oxk5gqgf6caDWjqoDZau43d6w9585R40ZaoEkZskkX6sYIewswFkG69SaZOmWvCQPT2sVMyZANMCoHTUJokyjBhoAaMnSU0FVAM5us2a0QU0btNImucmyeSxh5vVLdu0IJrCZo1Rq18AjAw9qlaUhWlP8w3z+eLiF3+q5pPJ+sUD/7BRFUJ9jgbAB6kw5lVIgteBZdjSvqFvDp89vqFsjSAUGNqWSkS8lQerwOWuFBXvKVdFFMEzQVCnfJ4pWN+o5BQrkZhgzkgxFIgCMRhO1odUaSdNTfPvM7meQdTb58AAM19h4DqeHXZU1388B5qYnQm1J4NTd0qIoCJaRUFtSpcJVIdYJwAJLt0pC/yB9BHXurD2CxKoFZWPjEgoSjwUmwBR9Olroyk3lyiMA5qil4pDQbApG+Aj28/c+RHItIXTTHFfw6Ndv+AvODa7cP0s/ElkgGstnK+CRCIm3aKlwZIe8hlo31NYAn1ANXTL1lTPKmJBNjBDdwWjvAKyyptxv0ubwYdAfoaTflVGS4HvY3LBjbvF3j4WUaxcIW36W0C7JgHhFKelTkN2mWlBbXb55n6kHyQ8UKbD55DVPBIiWYFMM5/L3ApBaMYrRFgUDhRqpjpUVWCfgXJ9hi9VPgC31veBsxpAxroNSAphz+QzW9+WzOcLP9QlVUFPKb3FdgItRULumBiyAedoLjvdcQR4BD4WGVq28PM+L/bjMQbomZ1kXb90DtLtMTMGKDfKFdAODia85ngTMBoLVD79owF7s03WBS8z3TIh+o1rjV3jR9R4uf8/Y5QqsvACn6/KvQNO3/x7byZ9JBv7jx18OHi0AxEIcb6K6wWRSRyQ2TRUhgwIXICI2iikEkKYDwwfBo+BlSznF+SSdbDknk3d2c1MpUGmAGI7+CwCHzR3eGqq06FRT0AB8/fLMEcO0QSattxCBDiZCOuZZBjZOJJGbcIGBToZGVo9ZNG6qM9uCmWH2jmN/4ng80XeCR25AKwQt9vBJZrApBxbx56VkLUGStdGdw798+C/vwK0A/onA0e3TG94fB55PAj3RiXmVmakCb58J+BxRviYK3O/UGzJnd7WwfwSY4sP3/SwRc2AFVR3AX/01f//1wZ/lcv2p1ZTX7AL8uDEAfuy8DgfwfPCafwxGUoJPgrNUz3Ce/wocyeX8actz3uX+kHPRgi01B8GlL1+A9gQejx3v7weezwdqLfjDj5+gKng8D+xjYARtNNumG8KuqiPL0XJDctCxoMNAoUR2IVCCLrGwSwqmhYaMxNyHOFuMB1jJFpjMShRJQzjQ6hZG4FWrhrXrZzlA7+M8dxxU3heg8vVHtwgqGYwQtCAIK0HjnaKAUIfJvxH0fY+jqIRAp0QZEQXzWRbCv6/uYEKdib4f2DYgN0WBoagBo+PoD4x+YBw7Rt9xPB54fPkJ+9cnvvzdnxiI/fAJ3SeeP0+8vz/wV//ZH3FvDVVY2tY7S4+oNSOLAQCkMyEoGsyo0J1YcbmA2TYBGYuT9HiJDLfn88eJrhJADAeB6XAA4ei4opWKUgtGrQBCLyvb4RbBs08Us6DUC3wajs4VWAvb15O0ECKStbKRwCAgV1uNgBScFwlOptMSU62F8JiEg5b8PYDZsFoLbtFS2s3YFcgQSYOy9AYYYFh03nAgGHWnLo+SbVEqttt2jUjQakVVwbZV3O8bHTcks1BOOxVZp9TqqLUEC2pCxGCmS8dlRAmsjqS6D/gYZBFpgmHxrIKdwJa4UUoiuc1T0J3PN9i1xhI8yyxbuqGLxjphg2W4+1NgQ/mecHRLjqVxnmswmlZZpMnKZrJzWjhMKzsf1xPoTIIM6XR46lpcPCDN+1mRgCCQ9+sZAdDZFzecd3Y6NarCdsOOV22BdDBx7o2ZCfyWBsD3PkTDfxgTNhylsu09u7yS/TcG9QmKGmokW4l7WNiUHX3s2McT272hbZ9OwLYP6HS0rWK3mMs4u2eyzBIrAEpH1zo7zqrSHq1H6OxE6Ygy/VKgIuhBKZ6TzJO+H/TDtOG+tUiS5Lw9neRpHvekYGlXlDDFfgqwrI+SQ7pYw6tcUwBmpjIZQKZdrY2ZbWB1R7OFIqZ3kPOJ8y8lDwgsVQgUZgWjD7ZTDyHo7ETt06L760S7B2MsmEougOkl0RegJ4qEqD4v/lpWmcDDCCC0iKIVWSdJvZXsxAcwQbm6YiWzUKJ1/daAjXt4qw237Y66hT1GsLViDhB8PQPapUcaz1y0opQ7QehbA1ABURSwLC27zg0z3H/4H2JrBVOAX6ZBJzXvaqmoG23MAJmUf04bcdmUYHrYtGBTMRC2AHLMDNAS8yMDJ4G2Bhv9FdfIPVHD33NjeV767F2X3WBgKZzvFgsktGkkgnGtBa019KNj9sGkUvhEUhr9ZJ/QGf5WxEVWuPdutxYdRg3dHK6C23375nj8pz5EsALj3B8Xw+ZDUJ4+yj98wvPE3APKSsZ8ZClJBvUOZEk41zuB6rIVHPXGcXaWKI69L/mGFLUWCLKkd+b+EMs/dT8dtLk1usICCGbZxPCJIqeGKUBwyJC2d65EJLc5Ra2xlp2dGFO/iYxxwyEK9AM+BqQ16Gbx3gIfnSwiT5Z32qPwu+eM2DoSv5Wg8Jj0x4qfHZl9lckxBkjNNjZYmBADTJKhaoBwLc5o3sPjTLC6+fLdJHzQZASQIDGZgEydUJvQEWCSOWbfydDMJWoSpbdMnDYD4+dqQKlM6hkDNHG7xPr0+4oxEWpxlQ7BxIwOcb6IHAuaiznc3VEj8Z5xzFmZQNb4FdDJrSIZTLkRFinn35FzKuRABufV6tYYlUoW+8vLWsl7wjfAmmVzzgvJPRFyXgsBNF/3ka8+TeufWZ2/+nWsD8tKLkC+8bZ/7PiLwaP//N/+S/zrf/0v8HZrsP7AXSZulV3GWmPpmLmzYxUUKctUon6/xL6arZP7ZPeDvMMCXS0Ll36LpwgaALnqQzDjccNfAy4Ym6/aLYkWz3Dg7dMWQVnBcYyzlCeEuLLcBzid1lKoWq+1AloWndfHZMIYRBCpwwE4iARJ/j4ou6Oz49kYBKUkNYvx+mWX71eg6GOG4uosM8PB8rH9AJ674/mk0FGP0rLUoTInCFTDQemDiW8v9PGOAdyzRE1O/SU+h5jfUe62/KDwD6VRe3IGSnTTsyvccbnutw344w+CHz694Zef3/Hv/o6Yy+KvOPA/+gPw/s4yvtP1O4Go/H4dt4pViv1SJucONL8urvMwO8v3zIBDgXoA/XDMfqDq36Cq4o9//CM+vd2BPrA/d7JDFjMrjdy5+ixFgj0FcQtcI3uRVH6netVy4ACWjsU8zNrmPjo39xldAH0SPCpZGsdMaAZoEkbIpi/j01oDnO2PaZixSqXIjqJ2lzui21NkamLwKXB5dkUBuMkx6L2h/eU6a//Bj89vn7BtG1prqLW8lIn9+ohyDhX88vOf0FqBYAKTQUPvB+b+xNwPzHHg8XjHOA60oni+/4K+v8PM0R8K7wN9TOyPBypiwyqK0Ul3Z9cZjvX71/doHc/A3uFRphFCgmvshQz8mB9XMJmAD+eISomsUq4SbqIpsqvCdtIjwL+vjx1L38ZP9pUWwf51hxRFk4KURKG9ZPbvtlWMThZcqYXZPwDjGCyHKLT5iNbzCPbDjJI5OlYWui5A3e5EcI0OnKuF/hD/7k7ASmuDwyCj49iPM4C4Pk5VFJB6nlzycCPYIaM7BAW3raG1EiAi95XWWnQpi44Zys5Dc07cbjeWO0fJirvB94k+JlqUtJIhSKdwjL4SEAKB+oREMMyqDwlBYFvdOwWgCD8RzsUy1NBY41h4POIzE4q8Sz4gSAlRa72hhLOEcL5YkhBOISKARAcwF1AGKUAdPHPhriPgXgYBujogg89CJiAdkIJtbHHt8npZa/7EL+P+r2uQ/z2DwHyvWzAmlYwOllpOdFPctg02J+432kFdfgBB2m1r+Lf/m/81/upf/iv8d//Nf/ONtf/9Djr4oWWmBpvA3juaNu7Dk455axRHhxZU4fo2U6Tokbuj1mCVWJYQAFUKbp82QAzt6JjHA0c/gK2xTN+e0FLRtopyo46UPSf+5mm43SqTBsFqBbh2XbmHlCgHIk1eIqChfzXmZFcMFLRSsO8HjuNYbKOrWzqGoNVJHbSl93YeRQv10iRKKjWCwmSQRlDDzm8aOmwcDxWDzOgENy7zLiGC8CVnpT9aG5MJUFl+FF9T4E1pTZ2gHvpAc0W7vcFqjdK41DS0eL78jygZx6uERQOcELJOJhwCY3lHOCbsrMlnTc0XxdYaigr6mJgyIFIXg10LG2coOO9bLahvW/xN0bbKsrXG+XY8O/bZQ/8uC++M/q1maW+MbwDGt9uGUjaWzvUB0brQmOzYI6GTx/JKIfD0x7/C3h/45cs7mdQi0DJh1YGtUEj7CB85lI6lIHxyQ22FgV04mrWwDO99sjRYkIxQzoHWKmQ0isLH/jayMQhY/jjGwBSHGFDbFklpxg62wMbLXFwsT/62Ril4KdTaKV5gJmeyLwFaXANf6i2Z8nO9ePhTOLVevvOR3meu6bTRq8xGz7iIdl0w/JU1wVKfKNvUS+mWvzIeyNQNUMrP+1+lO556bAUoBi03FBHcPhlgB4oIrHfstUFQAlxO9i9bWlgGEcDSeI2zrxLTUlgqT600ir0/33cM63Cp9Hc9khkBTJGNbcvWQmVpEYoQMKaO2NnZVIXaVqxQySqX038mI9QWS2fMyW6vjV0T5yCgQv3SANi9R5dzW4GLZOIp2OT8nPAaVfga6LmmAmgbc3AdeMLeEZTapSOYa9i3LA0cwOzQ0AY+jh3FBipp0FE6fyy7piIQZ1J3dpYzD6eQv7YJrRvQWJEhI6U2ck4h4pVBEdxVqkdf0cCmThqASqBvkfzi/Tg+VESJ4Oxce/qJ9FUvVR7X5RnOjJQowZ5hu4ksodXGfWTFRmSFpo08GeQJHjmqfoBd0g361e9eQdb1la/2BI9WhJC/vlyHLuIYr+fyATmBf+PxF4NHRUsEaIppClXS8ABmtkWZaVgLRc7azzTICjoqXw+BB7+E59H1OneCRWa40HcFRevKwHiggBoLuUVHGWZ+sYLqIjUWHzvR1ACFSi1LZT8F39bDWCgfViSVTpNJkE1w/l48aLKheVSVbegPBY4nFlMlu5HN1AxCaAThlZ2TD4dhIb9fX5MOuiHKwQwY3dD3AzYdx87SspzXWZJ2BGgkoU9kUXr2d39/nvfS3XeVfKUQNQRLbyT1j54dsAfBIfdTg+h6Hwrgc2v48cdPuN0q/v3fvMOdXROSFVUdqyOdXO4tvzteS/n08oXL+OR4CQiC5evz+1o/ce9JCjDj659Px5ev7/jy8xeWG807ytbwx893irfOAT8c0iqFJ5EdVLi4Z7RrNXXQTsgS6rMQ72RSyxYYx8xuWcEXu2xxwyLbi2CkCkhbBdlMs0erTjvbeadAaasaoATXKY1yGBi3dU0JJJRaIgt3xnSiQAGzslnrvwwlvg3M/ac+VpvjUoKBpCemcj3CFiHA4X0+oKiwuWMcD4zngd4P2NHhk9nF/nhgHAdMBY+vX9kZbUw8xoRWdhjaasP7z79gzgEVR98PZinniO4uhuM4IPIpbJYtkK+P7PxBx9+dz9X1nOnU1qH9q0qH5POPn3DsB3qf4VQDKBJdOkh1LiqAOLp3MiM9NWYiCINBJh1CNUeZlI5I2ypSMOfAfkhoug3oUIw5SdMvCp0s1RpZqmYWIF6Fh+4cPPOKZzaz1royVADgMwI1c1b9e2TfpUAHGXsSenZcPJEtE6BqwcxSz6SXu0OqohTB7cbrKSVEiFVRt7Lmg2qAcqVAwhkohe+dUcacWUe3CQ34fumrGKKEMxxJoS3I6bc60c0od4gookgwqYJtm51dRogAQ7LsjJoAMYJI66cJ4tYKM6VtUcB9YIxjZSp1BQHMmHlRFBTAqWGjVaFe4a0BUjFnQZ/MTCqAitQOi80kvsuHBZb7YQwU95MrPRSAu3x4h4P9q54QvEEvjliWa7rT/s0AEejkVWidZBi2skTzW62o9XeAaH88pELLDU0sSvcNg5sASphUqcr9RADHRIeD+g8dhglTYGJEdpr7THKvTA11saXJaJ3CgNttsiRD2H22Y0LVMWDYRJkJDkCBgvcdsIEJJYukAv3o6Af1K++ff0TZPsO9wLxgmMCeTzz63+PoO2zQeX0J35bzyu5Uq9VxNH8AwP1P0zX20MrJDebiHWmu/4n0kpYIP4eaQVGRyEynoCyFvVHkMkcu3LrQg5JY1yoCd+q4qXOvP8bAiKRAaxUiBf3oeOxPlFJwuzeCYGOgi2P7/BZlVb8+WtGzSYCTOWiLTTohkr51aB8ar1eCbVYCPKqVwtiqdY27IJJC8Qhs9GAcCHQaygwfoWSiFvE+B4QJgVIFx+7LrgNpy2aAYoboZQe2W/cA/Af61jB7P3WP4hwmjomJ7mOVNaorjtgnaqmowVCcNrFJ2J5wAMm2JXCm6mheoLUFKK4QrUwqozLA7MHnLIIa68FKW4GPBbtVYNBgveWMY5KGAKnbAQGbLmi5L0BhzokWbBaWMkXjiQCcNBLYKwOb5uB3wNheyUAJtlz+/rJPJ2gUf3gBk4BLgOuyWMZI3+USAF9ZHhJAhcdUp6U52XCqAmkKgaFtGzAF3jtE23q+WWouaIBNSjiMgU0dc2Z3sQjYg6nNNSmQezRSEUW3Y12XO+dm8UjoGDUOxxzRGTnuzxVieoJDsSV7ACjJ7i9FUbSe3X5zrCQYShbjELpLqiN8HwKhUiT0i1iSewJiAQT55R5jfVGzkbIL6etle2wxiWkY5bkAJFYCQT1fjDp2Kt8j1gYD2GFwG5SUGR0yB3x2DAvfz426mC/zfCJLq5F6SHPAxw5vG8q4U39NFDZ5/2gNrTXc6p1rKf06XOYWcjiJNaxkPoC06R7laavcH1gC7fHAYQEciQi8CuYCJON8weDdUOOZkFGZy7kE2ywZ6EuzUXXta+mrfhMkQu5qJyh0BYlyxZygV86hy3pNAC0uLFsSQJQ6xJf9h9CIrPkywXX4n//P/5f49MNf4f/xf/tvv3GF3z7+YvAo60WXgVFFLdw8aghJk8IWVyrBpgjgaJUVpOMYmRDP9ZDt8oDQDuHA8CGVM4sZhoabq8Abs0ircwWCnpb/i9If0thoXGaWRahGS3RSVMtWcbxPNMmJ2wF0LgBt61rToaZAXwTkvUegsOgpC5TozjKxoxM4GkbAY8crcJS+dgIhF2x4fb9OQuHtEriZjj1KwfoESuB406IMzIESDKGrtpHGYhjz/F3+bOB5Pn/i73uP3wd69QDB4T1oRtlyNnMUyTwrlc/wy5cdz53gGrAwPkynePb0EwBynACb4wTUrmOQINq4/Nsvr/v42usY/vA5g55z36sNaBvpkse+o7SKrRZoZh4AOqfIcg1ZHWuex5O/LbmBOtSiK5WzfacWCWeRJY9FMljVZSDEnGVYDhrVZCoUgiOAQCUMqscorzKUCCxCwE4y+MsBiLlijgi2yRApt/tydAWgI52xYD87+KwQ1n/NjPseR63s9lJLMEuyuxei4x4AgIGFilD7QIBb5SZ7PB94fP2Cse+w2eEHNzcbY3Vb6XPg+fWBOTpGnzj2A6V0dta63fD1yy90noMRIBH4e7BPBFgA3AyGjE2WfXky/BDAg080V4pJtxsOsAQLomilYds2ZNkHQd2wqbHxWYgiSczDW70B+44enw/EZhPX0crGEN4oip0OUQYU2Wq76KlhMcdECr0KuEH1Qd0ddh4K45KLKw5+bDA7EWVua0LmdREoUOczRYo7clICfjaJp+aewIazjAtYmcGtbWjZia+w+whLIl7tgihL+LQUtKrosGj6QJsecBYzRrFGxdhhdCX06AXiemYPZtLsDsHB9Y4o0UABKiL7KNQNiHsypxNYtLGkLUpXkR8TrxNRaC2QKdG2mAGOG7PdxUK/abKE3NxQbyDwoKCGzpjQOtFu4PrZIihWYOxP7FGKWG9AqY1lUrHhmA6oV8by6xH7msueyu2Sj0/OYGIdwXTEa0ntcqn84lh56mMQ2MuuiktXQk89l9/bIVJQygYUwAud7Oz2KcBiw9HHpu4F/AAw4E7Wl4tFaWd9ociT6ex49r4Cb4R98EmnXhsFjc18daDNdVBU0KLdurtmJeTyO25vd4w58DwecHd8/vGGuu34+U9fMfpAaxtub5/geo+bRQC/K9SBimK7bbjdbgzgZ+hiOAD3pZHhALQaSmHSREBNm/HsGDvBCC0KNV1aaVhZ2dibFAAKpKTfNyGmBGmVicOzwxGiROMMmBnrZ/ekAK6FuhweJSoJFtfIqpFNVVYwkf4pxzqC1+mL4QTQ/+M+QWHbEcKz+UeP8pRaCkEfjdUSgb6KokYTAG03sv5BsIPNYpg5G4PJDA/NHTFmzxWOurHN97IvAqg73AZsCn3kYbF+fQHpPrLJRCFDAbTf2nSxp4jzsNBETOlHazkz9/F5OWa5D552kI1YBia8bqGtwuBdtWALjRorYzmtRUPSolZqMwqhISbQ6Bu4FAbPFvICoLYYQM1SzAF2YOZ+Nq1zb2gNtRXa8cEMZzK758j5e/UweTO1luUPZ3Jn1SZ/70OCJeHpf0SCJWM8vNrTZBBdj7TPctWnvb7nco7179gqs+ycYHomc8hAEjfUTTGPJ+odeHNZ+0F/vGNTIchtBAmSPaW51/hZ3vMCiIFrQJx6VrfG0lXOv7SLIUFhZ/Lo9P25/lPHCuu1Dojx3IjkyeUz40KwCAeht6XRUAoBZChkNRnRKOGVKH8nEzUYhBKlWyBXONSeQclxAyxsmVs8m7CTMyXJsWxT7rUAgCxDR1ldKwUIJgv9VjHqIpkzri0BIEGy0cqldI08etSicBs57SCDSU44WXoyZ4A5/DxKJZTYI3AuKfOXff5kudnLPLi+J/+xqi6uWW9JCQ5Zr/TXt7HsO96rsQd72PJr0v4F1MnrW44motHNh/VzAYsSEFyvBX3QJKUAeGlOKZcP8stArbJwcA5lU4wEpPzlPaBW3faXldL+NsFsv5pIWboQJfQ93CSQQoIrKyhKU21OB1+iI8y6/0AvswwnBghgsilWBzIjmaAQAAoBZnBwzUzHYPF1XHyr9lEcqMzezlzIhXVbLFfLx5WZc4PPAzYGtlYhE/A+4H0H+gHrO/VUjo7RO8ZIKiWdsb0TPLrqBiU4kv9eYxy/v8w75HB869/up45PH9FVLJwjkfPzRLDazs8AkESArcY5VjDE1/f8fAe2KCUbM86PV5DnOP2B9ft7Bd62in0YDnM8j4G//9MTu/Nve6cTleDPk/sYbh/Ok/vNxFmilr/D5W85VjmWJ1n09cg8gCiBrevhTgN59AP6UOjWCNqAxkJrhbZs6U1aq7lDoixHNds6hvEPwMdAphw3SXZ4EidI5NAQmA/tlqB8C7DEM/lzaqpwTdhK7YfBET4sVTp9NHonS+A0dLEGPINujzWWa+bDZvuCyJ+DutD173jUwhbr6bxn7bqEEwGcc0iAxYBsVbHvO/rxxLE/MI8DsA47OvqTukdKg4V9pwaSRwdFm5y0UwpmKRjekbpTaYuou9Ph4EZIp95hniAPMJwU3ChTJ2U+gJRSBfV2R6sUmV0MTDlL1Bi72ArZcxPLoL0AKK2tIDs7RSTrTIvg1jZ4iCEmeKgSbLhg+3jM2aLZAcyjbOQyt6KefI4UKl+7Gxa3wcNx08Y/xXycYa9Z/++w3jHdUUclg4a+z9pD8pkCLIGwGZtmAAq1aohx14seFk7jwEwFB919sQ08QCCb4QAGDVNKiA2LYtpYhnTZbSfDgwmGeL7pfJqh5/VH8AaJbFKA9R7jwlNFFqtG5jp1sfK6QyOHTuHFIZwU5Ld5Mr6WMx8/HodDpUNkwCXKC0NH0EtF2TYAwVCbk9nafkBKDSDLl8PpMpGZy1dH7cORzjyWN/nhb7GHS+pW4Txnvsfz+V7AoqtT7nhhOfzejqIVtYQmECYrBYNVwSYJYBIOXOfDBtw6WOfOnc0VkKqo2xZrkxv5GAP7vlO4viaoVsgumh2AorYGBQFstq8WNK2hZUf2imoEYYN+mLittQDQHhETHhjdMI53ZpF1wIcC8ga1EJ01WSDK6iboBErMOu3Z5LPSAMLgAZyKgXiK0IGeZ7+vGnIETbm2WUpvF/8m/FEpweQbnF9lC9tcljZbNoagg51iwctAALjGHpxv7LwqFPeOcdRaUGWLMrizpTP9LD81zDwCH6ryAgAUutiw1+Ao7Z0CEaCykYWqvoBHKa/QWsV2axT23iMxdRCkGWNg9EFtQwEAg5qhSF7PCcLygw396Cga3Yc9MoWiIU6cGcZI/GYmMh4i91ihHYyh9GAdkKVvsVdGM4ciaEqAO8+d+/TyR/1MMHPHISuV43uHCxMjowtUKxwbIBNSS8y/ClPFrVYYmODhPmmXBla026kN50ZQM7vbZtdd6hEnZELQL4NWj9JJ6tSVEAIWDDgZ/6pRTvj9mUeQs/Tr16D+P+Hwb7xPYv9aXkG6IrKAciTQAQAmTDZZ7u2y/Fg3ixIPCmaXdqM/dLvDjg5VwGxEt1GLISXjjiC8xXx3Ao8znpsCdiFBkMErONOmZxBki6GfkaAvkDPOHP7Q6QubXuQIin/YGmWBClcCRskE9OX3iwgRYAwCxLI5qAWmZXU2X/m16KCqsS4XCyXAeYmd+DwSsZWLXxRWUU7mDQRsoBG+hxs1jmWBavy8TBp6aPnFh/Ob0s88HTghoBxJN5+TBfMu6EK7V62FBE0yn9Om/trZyLg/7bcXdp5xOeciwi6dmJkv255/zgd7+q84k+qSLKczylz3DDBxfAZiwNpf1lV90z/Jaer+Cg7lOfi+y/W+vPE8PPe0sGe8FFlMjvTDJMf/4m/Jx5P9I8dfDB592zHzFawxGxJZHbBeU3ICZaBgtuoLwyfkfSZFLhzGOUf8Xllj7A7HXMERgxk5Rz5vXhIzz44YOAcxHoDFw65KcV1FoJkusG5kiqiFVkQypxw2O9CfUN0oZDsG0DtkHJA50I8Dz+eOfR/ou6EPxifDWd717NGdLI5/KPTOZXDNZ5fL366vMw/gKPb5lVUTvDQ8EAE8NWYnr0ucJWPmZ8mZxOdeNYu+HhdDiROwqXgtGbsWDTQBbveC/nQMm3jsB/ZBulx3YLdzPGZ8nsQ5s9wtmri9CIvn0r1e69m0nsfAr5lbV/cQAMYB1DfapfzlnMBxGB6PJ6mgjSU6mxBcrEX4u1pCSNMwzNE2WV2i4FhOWW7QZhYmlhtmMjkUzAhPQzhOAYp6Akd59Sxr8umAGDzptevu4v5CL8L114YsgaP8SmObm5+HwV+bLrCyrjB/BYsELxvp9zpqiTrz61fagPXQw5AiyYsCkYk5d8xxEOSxAdjAGDv2J8vVigjEHMfzSSpwblxRVkSHtcNlhoHXaOYYrBoTuHKjpxOa6yf0jESi7DxKmJyOfcJBrVW0VjEnRc9HlHkoWFYkuG5oyTqbBMYRe80qTeDrZwSEDqwuaT4Z1FowFTxLhEuBTURJcVmbrGWmbZUZRYBoYAY9xnxlL3E6qZkNPDULsHZMB1lMbnTKu45z0QIrQ7N+JQIb58a+gKNa1udTd0iQQJWJh9aFxJgXJNDioSND7RXhMzMLQBAoIuh98H4z6EOOvYUdCbAsgR0nKCbBCslyHQALkGHWMuesYPaJLp2gaMuxWbtaRFWRjZpkQuk0DqM5kvEWA4PUYjqGo6nRRghZTWaGuXeY7pC6QWpDleB4ugdLhoLq6mQ1rT13+RvhJIcHfPoJmcVEOEfx+wwowj6lS+tRsrl+XrfAjezXwFEGlVGKeSmF/D0dNUSns7wTwmxfKWTSUeOH88TEYTJDGN+X3fISSbpgWhZl8kFEcRwdc3ZMMZ5XuKegd4gWtEZQcAyylNjlk2s/tfkIChqndIypC4FzM5aQCLi+x/OIIJtMt9kNMiySMdlJi/sqTYSs/WNOi0YOtEHFuW5NGFSKFmhxwA+yWkrBrAUtSl2rFNy2DW6KMTvVuZa9ifeHrXI3gmmFOlFSyiUgzKeT+9z5vDifsDoTSWE+P4XFkXaoKGoryC7YuSdc5+45HfN9gJjEe+iAqSgUNT439Mgucz0JZes+M4kQX1m+5gDngs/oUklbb+YBljHYseieSpCcchSZ9JpmOPY9QK26gsHFroBTo26xy+LvcJilniNLb0z0BWBYibGIGUrIVBQlM8ttUkJCCRhCyVjofvoimvs6cj/YALDsZRp1k+AcCy9R5ieKCWGpKIMKnOyyBDgckEIpjHCaV+OHOUKfT5C8KYevzqLq2TDCF6VflUxoi4S4i0TAX14n23c6VvmU/xrYvz6z04fkX1Yi4MNxnmNN1Hh//tdXIC/hiPmMwcfpgK9ILpMfl+dFVltDbRvn15hwUF8XmgLK1OGyiBBYistGBdMGCQulAgEwCySamgD0sS38Al/A1GU7W/dpdgLDORxn8i4StKnxkZ6+nMyXBCEWa3adKxJ8fMfy7aYwAJuDHVxRjNpPKtRXBNbezGFjQnUCWLopomFLJOIuP9nTYfPFPK4L63kmm4gAzYykWuh+rNg+iB9Z0uK+NK0A+lrmHkCK0N5DQDFgDb9VYaLRcAaYN0PbbigtZl0kvGk7T4iSMjKsuFiRoQhcJWz4r60xp2XOv/RSE0OI+bf8EgJbiU9k04OV8NJTRgc4/ZQ1jiLh+NvlEvzy7ZI0W0N2PoOJ9F/P8TyfT74l2UseGJOsz03fnz4alv0imH/e8l9y/CbmEUB2BUtzJpMOznp4XVn3NAjnBSMWlhi7w5TSkBoIkotAJWhGHguYWSFuTCxIYtDLTGkOsPcZ9qDEphfPPtCGfMD5WfkPDbaR4HT09aK2lptL/iM3vOM4WIPuDApapWbE+NPPeD6eeL4PtrQfQBfgEOB9Au8jRKvJ1sNhp9lcRhOvjscVPLqCHy+5i5iXY5y/svi9AIvZMGN4S8FqEjZDMDvfM+IzJggKlfj3Vz/Fqa8AzVXWooCvyfc+O1B7Ry0c394d/+IPGx5/88Qvz9c55SB4lO8vOMvpVqIiH92H7wlkXcEij2vQD1/5Nwc7yG23YB/FyaZR5Pz5OKgXEfpYJXReeJ80XIZ0iCeq3yIzlptDLva4xtDnSl2ehZ4Hr1EFEWASOJqTXbtEyKwhiAqWFumAyx3ZLfDSgCScAUGtpCGua7EZhjCMX6B2Es73NFsbybWNqkDYZhyAHwNJp3Oksfy+B2vLNTRtUnSYQVFmvz8eAor3jXHAweDNhToLcxyYoy96MMxgI7RGlNnSEpu6G7P57sD21jA60J9cRaICrQ2iAptgplTmckw8RP5aq6Ty9wB/hkHrafRTBybLMQECLCPq8BNKcacz20eWpQQ406NjHsCxsBNUF7B2lB2SwseIjXFWw7aiIgYBMwMQi6CkcvxdybCroGYTl1Pa2wRacJaymMEuFOK16aoEi8gXYICLA5Wb7EowgXMdEWBxbXEPmIM6Mf0wCGpo4zErNwWrvDF9Xo8SMorXh+uZWUeXS4A0131dt9w8B/ws66YAY7BiSwKOHqWQBpUB3G4RuHOd1dLQ946+fwEc+CwKlAZzXSU7I5yEBYjFtR1jBOvXT+HLk2cJANQLYg3nEuMcc8L2A1p3SGkwVNRtQ2qVeOh7yJihDUNA0tUDK/c1jvlMOSbp6MS15s+e6/IEkCyuWxi1h08V9xDaNVf9gmuAkkwOJJDwOzt0BdpgFx1FiM9LEIsMhomRoWkKRqcYrcRuE/6VpU7R8rOo5zKm4R7sQJkGds9ieY1bdAESZrUp/hsi0eFv5V5mzm46AsfzuQPw0A0r0WWNTI8CiSTUhPuBegsWUzlblk9ztLAPYxzs2GUTw5wl6mYopUIqxWy1KaR0dsjy0NWsFVapN1a0oLQKMWUGLAITDq4sn5BjdtkPQhNzWoazsS9m4wLgdLoDNBBjK+ZSK46pZPEEOL5tDW1rUAXm8HhPsg7CTsrKu8eaCJ2fKDUmKzi9PK5TyeAvA8u4nrV3u72Uj/oqv+Jz1VIg2Q0EUa4d2faJ0x+Y0RmMYtAsk+bzMjyf7wAEb/cfkIzVvC9VRdsauxkXhblhiMN8wCd74ooI1hLHaf8Bjm9ZoFi5Gg3aAA3dl1LQNMr1DNF8ghpJkl2QwE6X/egvpSXuF2+a5hvTDX/aO95agyJ08IRtfczZgteVHm5qpK40dDD8WBmU4An1cNwdTcvy36wALsEUF1m2K7u6eToO3/lYWnhrmBL4wK9Kg9Z7wucVsCx5AU8fj2swg8s+4L7KeIgNRWAS6wKIJeyAI1nQCtcCL4XlNXUDtg1V7vARml94wvURLP/0ETz0GCdG95APYDIELgS2wURuVYE7WS/qAp/n3p8+7gU/4zcznKguXm5YkxmKtOHlBIiclQ2Mz9I25P0nwyT8ImAJ5WMOeClMPAkAL5gSdtoGoBXuBWPQJyrbG2qjDQws4tw/BTA7b4h6R7weD/9No6piBdLO5KnMyfLdOSP+mBje4c4GKLJ8y3NUFMAcB30RZm/Z9Xo6CSZKPT6vG6Q45hwYw9B8EnCtBchSZ2ksnSv0bRSX+1ifeJYSirzGYS+HvNrZtFc5gRdAJOezWQAhznK2EsD72Y032Zy81+xQCz1lD85lk+fFaR8ucyrtPs6XI5lIJ5vv8ufLzQrAaob0PfLMCcxeXvkfnXn0zWM5sKR3uTNrXGqDg3S0cPFZVgKwJKTeoj49jHQEgHTcWcoQY79ua8zzwZ3JngK2JZRLJvw8qCsBFA9DKRLZiLx8OrVjDMxh2GSjwxzifNzkTyV2UYEdRFrVfWWnqLcSbSCNwMTziaUhgGBhPucJCH0CNY+ynf21suJ6XNk8AmADsIWRLQX44RPw9saE9NcH8L4DT1xAF0dKnKA/gc93IJLz1GMar8BK6gxlwCogEIPLNSJ+d+AssUsQJ0vIDgBfvhi2LZhF74a//jHP9O1jBcnhROU5AaBdru/j9nsdszTb+f6re3ZlIg2nBlXjI+QCjqqUWgjUqD5RW8N2Y0ev6+IjM2gyYOuD46BlZcAFFt0/uNm0ekPm1c81/ppRl2AYlXIakBTOg5CMehwFb7dzPnOzCZaSkGpdakPWqM/I9JLCzjbHSSNXLZgqQBg98VN7yWNt1ii7mDqXofu9lIdQ3LNCC8G9zKKqcp3ri4E9N2t8+td4mwNFHI8qeH79CmCithvafaAczOxbtCAWBXxMlHKDaAmB+o5jZwnDX293TBvLlqWOhhvQ5xGZ4Aiohof+TWidhGaVzegW4+yqV8ZY3cxS36NPg/tACq4z2ORsn+B8ZIBYIe50rHHO14QUcm48jyM0lSQ6Z5VV1jqmB7guUbYXHSWdgqHVDLKxLM4AHP2gJkuCJyUzhhyT6Y4Cxz46slzJ3QJMiTbH5uFAMlASyUYG7G7Jf3N/YBMbWZuoG9hJypidOvaJ1jyAouDtKEJPL78MNpMFy9IDLXpmo51A6/E8sN0abu1GYXXzpY8AXPCLcJ5UFWW7Idvn1igTIog/MTrLSboP3O/31eENMb7s3NjxeDxQNoe2LU7tmDM6CziBqNH3CMxP/Y81LkuUiJZQqkaLdyFztBXAC7RuKAEWZhaLY8E9VCZBawjBU6hGCToC7EmvGkixUS7QayRxrsQM8DODON1WwLIYW37pSugJlrw6WC/laxmV/M4OCzH4KgrUBneWBJp7aEaGYPI0mMxgsJ6gGYWzLfycijkmOjozzyKo9w3bJVueriK1vKKjFhjcSimQWlFqxV1b2EjuddwjCCAwWDf0g8yj2Qy3jYLydaNIMSzX3MT0J4p/inbYgNvEiHWazsdrOeV5rOx7LCIzxTHfYIPpKdluUGHHsOmOhwBqwH02BOId2id5xgBOIolQSoG2CgVgrpAV3INtuj26Ku1Gpyr29euRDCybFLRPh76oArXi2J/BCjAmiQo502bJ0857BVqjTSwvwsm0fZjnZ6+AJhKqM/y0697rDhz7gOJA2QjoIDpCmjsZjHOwyUGU2k+bOPpcZWtFC2phByiMieN5wNxwu91ZbhkAs7ugNjbMyQY5LG890G3SlgCoEmz0ZWMzEMv1mk10QpA67meVXCPsViztZOtIAvMxhWotOParTTn/XYT27UWjH5EkWwEjQIPD5MCcA9v9De9fBwFBFNTyiSL38wh7SD2tKxiW7GwBS6JsxrwLtlyW1LDhCgPv38PxajszGJVf/R7I2/0Qnci5//HHSxC6tgO/vCv+dTn/K/gUTj8MohOG0DibFSp3VrZIw377BD8OIOUcOnAMZqPdCYw7gD4G+nDMvvAWJsoQHUohAbBTNoLZWV0JtASlz3kLLJ2gAFpZekcQIzvdtrahbeyMRhF8idJ4VrYwgx9EC3CPg7F7morklspS33OgMPqxtPLgFSIbvOxQbCggzdNs4ugDDRr+MLue5/kSjMpOwJjJdOceJWYBbAk8kghMJAwK74+B0Tvm6AS9BKs5h9upkQTwNlcMakApJFt4gN5k0gv16VzQHGgaWpEQSH8DnsLGAqURaGpKgeoAVk4AlD5IdiO2/N0ljkmtz4u3wiS+x2tL4g1MeNEvcUhl5cXVbpylbHgFiH51+AJ7PH2Xb702E3U459eKAOUSc11tP5gwTca5XPdWPz9Xi1wC3NfjW2v9n3L85WVrl4WeDyVFxXREjZaGIRUuKNLQLfHAZXTH3sNhQOgmAT6C8lozqDo3GwYNUVeJLLPKfg8Sgd6lPvUScLmTbl2iTANgV5sxJ4ozy7QfHTYd9VYjiIlMqAQVu+j6bC0CjAjGpiHbltXaUEtDLVx0Y4S20CTjqJUAknDG/dVPgOYc55N900CwKEGQDcBNgbLRGLQK3O4UoLbjBHGu4M+VsZPvVQXmTuAowawBglkJ/uS1XIGY3PYSYLpe8/jwO4BaSGPnvw3A3/7EM9yUjJ/DqHsEnCVqM94nl89JUOrjOCVQlGCiXX6+vi7H4oRkAhQ7sGKO0BVjqY7S4L19AoPbo2PbOvqTJUl6C2p0zP9pE8WDUmYRlAKXINkDQIjSj9hmVZVOZJSKLPE1nKU9dq0VBrC1+sHIpKGwZSB6PyKgTraEY6tk2R3HiLXLzDBCRBRGxzJLh0ToJALA/nwG6JQGzH8Xpft979jbE0VoC2ZxHJ0lP70bpMrK6HtRNFG02tDHYNvPw2G/ANIr3upnZj7kgDVm++cUyOiwrwQ9KYyPpSklAtTWcHQKEDuYFdGghAPAiBKCORzD8snp6lIyp2F0o+6VAX0OiBxAlCRAyFjh68gMqDWg1AuQlx0hkBoMYODP9q+2wG+Uy98eHaUqWtugUlmKN5lhP46B271hjBFi2syqkTU8IyttmGNi9AmYYNtuSF05xIZpFhRmpvuwP68AMudgdiObsFODaJ7OeZZ9ZlZZ12YYrCu3lSkTAcom8O643Sr6mNga21pTo5HPzadjdAsNGbA8bRPse8e2sZMeAQ2PluUIrRNq1YRXCQCorca6j18XOroee56IrBLLLFubc74433APR4zA25yG4+ioKFBnkA93HM8dCHq9jY7Ze7yPtgcBCpdk3gkYRbnj6CxBa23D7X6HlkabroWAc2T+ExcqyZqJ+QcxqBL0oM5QXLvI8hQDGuWvcz9GlBUsZyXLJcK1k3qORTjV9B9kdf+cwcxjswE/X/sbHaD/VEc/Ov5/zP3Lkm1Jsi0IDVU1m8t9R+S5r3pIlSAU3A50EEGAEuiVCH1o8BM0+BA+COEDaCI0+A8E6t6TGbF9rWlmqjSGqs3pO3bkiTx1T0bMzB3bt/vytebDHqpDh47xOlNB0B0OWh6zd4Bjz7pBHgZ3RYwT04HwWdKrgAnWUry9v+N8vpJhCPR+4MsPB873D6zXwOv1xByDyYhQh3I5EJN7kaYQu1hDPx48QV9pJJCJuzQ0BUQ6RAzP1xPx8YS/veHf/Nv/DO8Pw5/jLxhPirSrKRCNphhYMO0IE55DOJlJ54JYy3WBrZMGzi3RQLdk1n1TKRbRBKNsJ3QFjp29ca3NICsS9FnjRITjOH6AwyAhaAUWVNVfiglZTo4Lo7OqHlIARaBst5cstnkCWD7hLzIAzB6c2822uUVFKRUv1vpc47Qcg791pZNgMnppENW6rmSjYoKum3QbCw0MXZBFMPo1xhbHX+4Y48TrHOgHGaYmLLQ4AhEvjOcTr7fO9UI0WyUdP/zpgeQLwOxIA5gBD2oKSUZp3LtmAuEnZlNIGgGscWKlaLe4JeU+gGxlC7BI9RrjSsA+3Y8qzjmk00Y9wDVzDt6HL493PNJAYs6rXZoXq6imOc/n2aQA7/uai4y5uN8BtzziO8BTAGgwdD0wA+w6CODrxwdEhE5RXx7oj45zTZj0ZNFxrfO1MH8tz/w7HoJkJOf+QEYcF/CrkCmffuOvvZfgep9iotZR2iqfYKIIvDsBn2VZEK4EO+eQFms72fRQgbWG42iQTqbiOk+cp+Gnn190XUMA1gjm6Mwc09EbWBTCtQfF7fyI2/ql/RkAhGDpmtlmLhTHj4w9Yi1Md+roqKI5i7zzZPzQ+4FwgaAY0ZYyBbhamPP+JZMCfrJQqaUhvCLdLk+EkBVNtzgWykIM0hb6EWhg69YYA60PhD+AdG7cyRG/Q+mDAtwTdJAcnzEXTaDmBGIRbFdgnQPrHBgfL8x1gixDtllfI4QxmiRYWgCymMGXMq91MB5xv4aVB1YsQAXaFF0bNZAW1xK4A6lhqTIRycTy1MGrYiiUjDjOft+6aXSiI2MOBQ7mRxfpQxz8eeGf3xu3WeB3uToDqp0OcTMnqtt6wyDqE2tpKdxqYxW3+XTbFpgH39oB7/NLxC52a43b2/FdZuA3B0Gxf/Jln46/CTz6n/8v/iv8V//lv8FbF/j4ioaJo1EhHeVWFlk9ssbgSHX3lZpw05NwnGMQkV/IBw2IZCVLQfecSoax0A9sRgSv9tKVKE5JJef39sZd2RRWvRzBigdSoOsciMaAoETOWL0LIrx1U5XVaUl/9yi9o8WqguZ5tUZXkTUGxkmGwQdZ38iCENYJ6mDmPvlQ/rsAku896jsDCPWaBTy+ENzoja9xScFscOu/6wQhf/+5gB8U6Cmu/nxRK6kJi8T6ze/U59Ukev3KOf61o1FeAx4UyTYAP/6o+NOffsTz+cJPP78wB2CLbKW7hlLV7b4Ffep86s+duVX5TMcvtZSqzW4CeAPXpJXdWKmDDMv72CYwxsA4X5jngXEemMuh80SbD1jvXOxEt1OEqsHFUcQ1ZFWVpXQmVZEXsi08m+yFiHRytkkJVQG3Mw2fQyb/ZceJu76K47J1JGvj89P6vKlTw0ERMTFeazNQWP0glRd4vyXp12JYVe/f+zBVGEqcPKstdunzQARN6M7SRKFrYZ0BPx02Os5ou+J9flCzbAsdzxPneeI8J865IEIb5unAHJFMS0FT9qKfM5lo4YgSxDW6i4lRbHlNv4RbPTDWTEFs3mNrbYtOzwyGqsriBVgEWP30XNccGTTX86xnw9+cc2HOkeKQBDAQwJwLHx8fePvyhggqnNXzZdsbwarI95e9JjNw2cBA7oZ2kFa+fG0WVHjiF4oEPAJeIsBxbZwzA2xq5VUzHsEpBfXtAvK54g9Wt7lgyQXQrgU5A4/jkTpObOdabaF1QTSDGVsXIybcF89vCszznDoLGzMCP319oZvh6Aprnc9oEWQLD/Sj7bEmqEAMNGPYwB7dkSiyT4DFI/D8+jOBs7XQetuBjmoyRiIw52BlKRE1itg6wQUfWD53FbAMLEQEyPEHUcRMRBx0cZJmaL3D2hu6CBaoN+CZoHNOsdWnqOFSmgYgEPGZfRjYbVYm2ZZ7rQ8C3WP0u4dcSUut6RUJEXTic2WLXv6KCt7f33by0syAf//v0f4Pb/h//9/+73994fg7Hf/X/8v/Ef+T//rf4ci2SVY1ctMH+HcFq76AOa5AMUVd2XYPdAVec0JaR28dVTR7fTyZqIKueHM6xlo4mkDEEpBeiSsyJXT20kKEibxkgUwm15e1AsfBdiaEYAzHUycQjuPxjuPtwdZnZ1uZtjfO0RwGzRpzdB+Yz5kgxm081PqU4CTFk43j24t1TltuWQH2A1HcXQGghOvBeUGNHWHBQ6khWKwH98sNltATgfcVvueqtgdaGwgIfE4sZTBQrUdvbw8ggOfrhbGA4Q4ZE82ZxIZyXWF2xLm3YVK5wKPtEFgA0k657vGqsE1KWTywzucQtzVzzYWJgQECHx5vZBbl3k9zh8giEPD2/gX2IGPsfD5xnife3t7YOgYgdRgyVlWINHgAX79+IILGFI/jgR9//AGtZatJsnWodTTxnC+0MLhPrNQJ2s+6EiS/mNhLgDhPtCNbyKz0ReVqe5wLIpNM7BCs4TifJ0QFj9S/OVRhRka15F4rKimBkMmrCkwMCN7/YgHBef4xuTcNJ+BFPTAAKEcy3aDTcooRPx4P6sr4hLvu51gg53THWE+MMajVogqDQX/Bm//7H1cie+nS3RPf7x3XWP2c6Nb3d5ulf/OaDUpjj++kBsDzHvOvZGdJjRmKZji41psZcBjU36ESMG1YR4e8gImfGbuNEt5gYm3WoG+A+4RaY0wrPD/3BVkngKujYCbT1Uzx6AfOObZcRb7p3luRhd6YDrFIHZ/r2jc4UJF7suHveqP79RGIRWAaSLYkm+zhc+L58YTYQu8swK01oFHMJoM7MGwyWgxlG+ZaZPBsUA8pPSBA5d0JGlV7+hwT1Pdkqxl8sbiRZufs0CHzCOFkDaVzNs4XwX5N906ptKdAcV7r8oXgIOG1J+NAi33eBI837j/ugfmaWKFYYmiPifb2QD/eUI5ySAf1GtkugIZDgoUZFYFGpP5TPsb8m+d4ZZeSz2PnlpVbebUcX2v0J8BH+Gzr/TecE0iNQexxWTHsJ5D1DiR++uoC4L53FNkgbjniPcm7A1P1dXVvSe6lFWv/LcffBB71zgqMCJKGnBvzHDApq1GBtE4nBwkYfAfNXbPX2YGPKKX7nFC3NUvyYRIBLN2I1Jy4VXD48NIOFZFixkweJenKt92bDKH83RBWTedc6GYQSfpaaibVTS6AwhcjDDpFAOfrRcokgLYDoMZgT8DgqQWOgw5rsSqZoLOZIDVPkSBOvibwSwCpvgfk74EghzVcIIQB7oIxA2Ne71H6RAX+FLPn68/JrjHg7Qvw8Re+fxbZYbhAm/t53EGcv3YU66fO+/Fm+PLOC/94DvzlLxRX++mnD8xzAYOxy719r36/JvE1pa7jDqbVuW6a5Dffu6ctxW4SAA9n+9oCn4kCJewPX8kwSarxHCdiKmIKHgAOEVjv6Xog7PpJBk/k5rJ1a3AJqxUYw3UoE71bgLltPEFgUzcwelXZPVF7Qc6XYtfUphS3JbBcBnGBA/cbSRBJdoKX3aT8jPmCGwNyVhNuYyD+erDx9zi8AW6k9Uk32NHQjgesWwrzU19KALA1bGKcE/M8EYPUW3bLBFt/xhPF6hhj4vU8MUZawqaF8fRsPVuAh8CVrK4xRlYned9VHRYNdMArE1Xa1COoFzHG2gwUgk0dgrkB7xm4+uUF2UtPcKw0NpZX6+OtHRfAZsSZQvXgmMrqK/UAWMGNW7C3NykHkw9JMguK/ZlrcVL8yBpJ8VMzrGybKxCj1PtJAc+WqBCIxk6qIIDk/dj0cAAQ7hnb/rnmTp6PV0U351CUA5pfGgrLM4gSMjdWMHlcUxGNFf1tNuIL52Lb4xoO9fO2tzOwpLNPVsSydaxHBqmie5+i/ogm6JNaJMLfmzNZavnatRbOQWe+lhRpaFTsQVBhV5wcmhW/mu+VJNdRCRhZvSnUafUa3e6EmXVTc0YMK9J1JrVxqspGYI7PPJZAx8x20NRCyyBRvLSq7rvOLw/59J9rFf+chADlx9rgmNCt3bPbCiKShZBJtrGl6u2HH//phePvdPzn//oHvB9Zskhmx2X/vHarnsTnQA8J2XGpzvaik0tuJWEESwm2mBgk6D4kIjiOg9ps7hhOBJc29YzHfAamLBbTIvIhyi3xJbtRhG5tkefwGgPtHGjWEI+DTkei2f7I8QkHpBV7l/N0vp4bFC1gO+QCUrZNd0ThkxtgodZXIMI2+BUzg6rdOkqzguDyyLjHGUdWrFhgQA1NCQLETY1iy0fDuU4mH2ZsVfbAOV9oQg2wbopoRjfdKIvmy+SgHB+rFa/GeQFcLFSwsHPpVuXwSOCU4AbBDDM6iBrFq9Iqns95+sJAgcaGDs7nnSApGVH7MzxumnvAOQYerwEoW7FEU3Q2gEQAeN7aYNbQuyGCrevwwFgn5hqIIAAac2DOwTh1LoxBLRQ1rnulfcrCCeOq1vQCLeRqbdNc39cYUDvotIcE3iMAZwGjIXVxjGLzVWqRjMUll1KugQqEsW057x/39AGZ1IQskIeAZs4zDwzhvbnit0Dvfe+LZtxDLQXbAcpYnPOZLMnrzx+h6AZgA0d3dmx9/7uHfP7ZHTiqn+3kVb5JSG/J8/W9WucTBKjnpJ7OpALRxX1AmD8oaOYh4nSRHAPaFNYN/et/xNeff8IaE4EO6YIGgY9JrN7a3qPE7CriKYOcAHIMXTHyBsS+OdZaNEIQ23lYAQrhycZWAjuyp2TGaJHZR100bzo1dHJ8sA2OhAAIcwDVXMPCEcVy1AYRhcdkHKkN1g6uuecJsYCoQxsgcjktw2W3dHLZzjxnLrI4IzBPGsmoAr2R/DE+/ox5Pq9cHELJCAmMOTFnMafJZGZcJMkaHqnZys4koHSVMlYyMMeozodIDcRbwTrmwDqBoz+4lqDy8lrjwJvkQPW3XvpHWTipxAkX3nB9fe0Pe7zvMZ9GCshCHuQCbG4Aze2pcox/O/ITTGc4V++fOWG9Zg+L2Kz7O8CUGOgW5N9A3HeOioel5hjycwXVJYx/++/+c/y3/9v/Dv+v/+f/47vv8e3xN4FHsfE42QsDNVKoVbAWE1jJoEDBCSktQAS5lllA5KZLkn84+XgTQ5DMi5q46R6yE4kU7MzWmroxtSnWjayNWJDV3JvTAQMSy0A/HXpCUC4MlbxsBYgczKaSSYMzSN4VJAYK7s4+W8+x67tYCxWycPbeHGw3i8gcyy/AQ3gZvwBxqi2rOwsnc+Z7Btkyyy/Q5VNCgYtV9Dz5Pu8Pfv7bg4yoe6vb98fAP33o7XPqc3tn8vd8rr1If7wCEYO3MdmLSTr99OfbGk09m29f9+151u/WfdDv/GzkH4vrtSq8J8cBtJaL2VgYL+q52NEhYazshW/x0xL4Y1wvKBHce2+9bsr2/VpyUViOMNmLFQHUS8hzV+7yLrPiUOtj/iwAgkhFB/UUNuRVe316BlXc1ApUvSpPdzTbcqG70sHrjv8hdI/sWkOkgGMTlK23FjiXVP7YTLIXVga7nswNWvhmou7lVFMgAUWY762o7gw256Cu20jFetFKHBjszsUNrizlAUME20mKcSSpzWEZ4Jbrxwqm0Pt69FpnylEnrsgL9XCrWuHO5E7stpYiLwABax2AbKE/ZKIlwRanEM2EL6Fnv9yENswjl0h5taxtQEME91Fy6dfcNDCEso4hbBO5Qi3sxMnsYmFEBUAZGLDtjCNUVwK1zh5Ar1ZUMMHzpCE2U3TrZKPmOg8hpTvAipcGNRXM8ll6kFZegbJHtqCU1hZ3Yy9wNqqCTUZiAXZzsEVahMwZzfOvzd2Rz7yKJHX+yUipKuAdHC63Lsak+b1cfyDK9p4g42SzOYNz/ng8EGqYXkWNdHJM0UzFDdiJBOMWAUNUQsdHzf1TmZhfNOCKGbAD7Wsl/5xgyDf/2MF7MfmULDS20+ltr/8m+PqDHHO8MEfLS66yRa3RnCXKrIjxUlLuHcX8zCOEFFmwle/a/Dj+mmkyECkyKrjd/sDWbNyOlBk11f5Bg4YTY5wIHzADXq8XIIGjd7aYgW2bvugmdRwPajc540DGX4pIxiGD4wJJfQfJBQ7ETsqKPQQUGH0/CpAJ5czQAIZ+rtFKOLxY5Vf/JBMtUKR6g5K1JyZQ0B8NNh1na4AOjmHLtsm5MBYduAIBE4egQIeATzqCVcH0MiMgw5Rgf2yNHzpcZdtuOerVwM8WPlamq4x2RTml5eLzWgcBZyvnnASK6tmjGER8znT75H4SEWim6XrH9jOU1mG11iNjaWFLuxnHGNtFsGNjQUCVbP1Yi8UKYXsi24Gy3XpOjksVWAGUc+Lt7XFpSNVexi0B8xwQ6+jW2PKT78lCMRPQuS4m7F4BMltnCMRJUMzkSGbUvtYsDGq2Mm/dnwRpy3TDc0x5ShIgY/589w0YUhqDGoxmitfrlWv4d9a73/P4vIl/PrVPAeq1KH9iSnybXOz3vfbub78fmTfW5y5r0BS938Wx4Lqwch+TtFyHFNM+80LEFduJ4LCGiCz0rY8NjGltkSLpYJjzMg0AjP3qCCyIce2twtBujcYt1g0yjMjeKC3S2/2LygHJjGyqkFaFN+B+C7lZX7FCROCWzXKcwWHKHEo6ASWO3QnR2C1sjA/qPXn+cQ6uY9bQkOYIeX6IiXJ/q8+OcIgPSMaHES+sNRBzcesxwOeL4t3uKX6u0EXgeZ4DH88nixnW8Hh74Hi8o1jKMR1kUiyyooX6rvVsoNe6zPh27Zh250prcf1LfdEruatxlRm7gtcTOQagOweseR75+5QRyLh3U5LqT+ZnFePsdVH2uLjnQduROn9+dUBcE2JPs3rrT3lUPvtbjvW9NKvertaxX/zsfsT+z/7QIhl4stQf71/wX/7X/+NfftCvHH8TeFQoc1W4VYgEQotqmpS4tQCZ8Mj+wi0szaRHAZj1rXek9SCVD84TdtBbAlYBomlHSzHAcPZaNm174ak7Fe4bCGlGtfbeDduBKIIUaeDSl9GG0m6/J9KAoHok7z+LzM+r8lvHWo5xOs6TYtTun8e2KRJV578b3VCZiLI74RNgdGff1L8FwJun0PWrLj0wB4P/Apjim98tgGQCwCATqnXgyzvwl0XXtbi97m897kynOwimIjhPx3/4xxM9n9Nd9kRwsZ1w+/v+PvfX3ve4b6cdbj+b3/z83sRVT3fe/t0UeMv78f7GdsBmYMvLZHvLo71BWt/OgiXIOTOxk9wgN60xJ6kmoOocNFyIaiKnhodm4sjea4JH7pnweTHvHGrHLUjN94v6uwamb2vUUOF4cyYtUgO5Rm4l+5mU3FtyCAjcKfjXTYxfPJ2//2Gp7VKtZ3sxr005F3sPZ9UiE6R5nrB1YpwnzvOVQoTgZjJntshUdMXn6Y4MKowJioCMtNOBODHD0XbwWECcY65ATJ4PgyFjVTUd7wpcKBAhM5ydPNdxu/V0E6sWHkFqaS1QU2JD3vv3mYCxekvAA7n5XC1sBbRDSl9mQtTw9paOF77gcTJhLehiJ6ay9STmnLxr+f1d0cwe++Ig1dqwkzUF0suOcykXTRElsyLbOD0cS+j+URViq5YCCMKVTIColZmVmpkaXy5MtMxt0303YyCtnSvAYNLEIgPd+NaeC5oBEFsFPe9lBT9sO2xHyyCXY2eMgZUgY7OGL1++7OcX2TLHtvtMNkUu8cdMi/Ofn4MCkMmyfxR668PnPWAFkKLD4g6djg62SsLartJ7idZmYBIeaWecTl2lG4CsCtfZlRZUMl146zlqfwnr/Foydf27Lu8Cxj/vSlvrKtlIvp/3P2f3+pc5zucHzo+ay5GMOwBY0EZr8DBBQzF3JEEfrh8SFTYHQihafFVmJAtxqTOpArNqB+C4VjQUPZ0/IPjTOw1LTIrBuDZ41OCw48DH15+hJjiODldLoAEIpBFBBjOe2jflMBTB9tyQoCtk+NacYPzEZMEzcSiApeLDGvcVc6FiL1wMnsj3SmwUgO71q/Y3bpEVRdSL8/WO3N+AfjSEOlprFI7OtjkNkNESqVeSbHUsAmwrJtYEoisBXaF1uGT1WiX3JrnWXM2khWxfu835XLVzcqtWIpNtaS4ZN1/AhqqkzmLsQodGgufAZt2ucALWmcBDhFo9KVZNEAW7gEJJNsYkZsmiJi3g6jpQhbkiUbPUraO+nlquE2YEFT0wx0BrAZW292g+T6bLHqVl5puFNsbE48c/8boh2+2zdcPRKdxZBRvGrLFFiwmIel4z9eIUmqfPtdKd+zyzbooo1/oRTnMFvS0lNd5qrAWwW1Cq26EACTUWpFWNYFvc2MF/hEO++Ru3VfP+M8Feu7/LbPgmRvmrR63hGWQsM7YXXZP2WgMFmRPKZ6FYCNgFAsA4diWLm9Y7en/DGJRRWZgQC0pVCI1PIJqsmASP0iqe7FnZha8yLinGx70tKPI8vLpZKlfNi9yuWxDocey279rLynFu3+DctxLfzy3Ts77nMKEcCmzccoEamzkfJfeKnMOYBLdDFqzz9a31lNBgy3t843YYsSBxokmA7TAvwF90IEZQjiPznNIFixbQKXATnK8Tr48X1vJt/kHNuM57V/cwaethBkGBgw4syRZFhSe4rCaMCYUyCkgmuc9B09egJoqkayigueZcGm4IwCzfW2oY3eKTuPKaTyM8Y7E7eLPji5z3n+ZPxn2FadVjFqmFpd6oXhCfvldg2IVTxicA8/NJxM4RPgm743PxpSg7sd8vn9t+q+T9ycVE+y3H3wYeabVVKFSdGjmNM5y14tQOqgcQ3PRmDejJIJiOHX2vFVKRcE1McHOswcZWjHTt6R29N4gaF/0ZZEZIgQyxb0xtJud0/Os//cCAJSdvCZbynjFI0aA2ynJad6tZThDCN/clvx8HNY9uE4kVrlo4gPGi5TsceDQACpwk3rC9qZFdp9ml0FayhuYFEJVI9H343EElT9OdMUibXfF91lEd96GKIPlgDp7L48HvzVsb198CDbCFj5/7/OZnM1syAGB8M+fqnL4V3/7eZ+/J+CvnULW6+vkdPPI8v9I9ElD5oOfvHEbA6E//APz4J4JGj0Zw7zgajuNAOzqBgd7QH9Q8qt7/SpAq8AWATfEG0s6RQeI9KfJYCOGGYMnqWO5X/3Rke9StVaNEbfk2sengnxDsWg13MIUrhs5gfVdCMrDZrwPn3kx3rQjg0fl0RSgWF3EFFb/nYWbQZlerAJALu0PRWKlA9gTPwXa1dZL2u068Xl/x8fVnRKy9eZ/nCz6L5WEwcwzPqjquIDDSj9jlxMdr4Hh0qPWdyDn47NZKoc1O1zoIbZ/JPimdJgYzAeA1TzRlK1RrbL8jmwiYWWX28AxYyRqq5KE0H1SKPg9MH9xnjLoiqh0RgTY7xjloTRtOcGlvdCkIqw2P40DvDe4Tw6mwv8Sv+w0keAIIFNMXwR5HJsvXOPFc+FcyvMwI/KgoLMrOtoJIABvcZ7IaSAp35PX0jhhPxLwA2WIBXAEdAdi5ZuqyOFbQCcfXYpKQ106XJK7NttlgZILNSVdOAjIZ1CQn43yeEGN7tK/UbVHFe7zzPrnSpWTMDbhZtwwWKkKJG7gnCQ5gj+mdYNaeGsXAyip/apaJWbrKLGgAvRIWVZhRINdD8DxfkGdDqOLt7Q10e8kiiwARE4gGnzyflvejNbZlIAD6S2HHQ2w9UYjEZpbsCiGumC3/9c3fmVxsPn09u7KRzjWv9vEM0inyzz8rwa4/yjFfL4wzn6MKWiM9vyl1K6jxYZDGJDxQ4J0mcJQ7WgQYj8duY5Rcf0JbztUD1gjWwJOdok5GSgLfcwbCB7AM7aFou5XN0FuHrwMGx2EPfI0PPm8zeHMaLXhgrIX3VkIXnAMRQUH6xiB/TGpxjdSperx1MkZaRzk6BtjecBz9ghHzC8t2Wgpcx96jCrYW1c16r3GhAETJetEQXmtsfh6WfI4eLu0hogS9K2YneC0RaBBEtnP1xjaJuQbw4knSwn3hfJ1QLUblFcBLTGrcFDu96L4GHG8HuhrGc2YLa+Ux1/4iUvGqQ2RukE0FBBxVkynBeNbdd6LtEUC2EosD53myQGBstW8meDvosLiWp25nsZmC7dgrEHHuuIJOey315gIivu8jW9PoTqraCfA03awjnxNQQSyhTjxiF+CQyfqcZDS4EtBuzdAgOD8+QAfahiPjkLHmbvWsGN6Da565ZexP/ZjWCNQNNybVc9A9zSeo9jaZ00TgYzxBgWBB+CXWz9grn6Piej5IIC9B3F3EykLJcWSL9C3H+aMcYtf+yPZ0v+bEt2tyHnTxc/wi9vutANI3R9g3/67Y1ms+FILnEC9WXertRQMaNigt44H+5jiWY8gAYSNDtWTHJItHraO1I1k7WShyga8zNcQu/dvAN3E1uNxYGkbkxXPf3SBRvocmQ01YVqceUcXNkuBBgkde60a2KxdhIdutemtwjA0yFRAS4VjzBdMGVYon+3wSWIPCfWCOgXlMHI8H+nHAnNnW8i/sdlls3Yx1ornDMVlkPV9Y44Sv0lR0+JgkiNS1Txa5wx0+yFIiexFYOjD1hHRhDs/Nbc8NyoRwXSTxNkkm1oFJ7EC5XSTolkD8ovuvNebpluOgnJUj15fwbTdB2QivltENPOR9/Ay4/PU5Gjv+AOoRyk637hlqxaOf8m4AMIF56iApiDPcQaQEhIpdr5DsJMA3eV7FQ46L3cjXfI65+ZrqPMmVnrFmne0ncOufPv4m8EgLsc1N2zTBo8VFU1cl5axwQ9lbfK2YDPaeXydEOkTLTSVvWeRFIhHGTJI1nYuaHeiNAnmB7GGXzygacMWdrCILxpjZzl8PWAh2uUMtdgXf4Yi0RyfLIOGnSNaCk3J3nmxd61l5i+wtfX39ij//h3/ETz994C//feD15GVrsnugwPiKrW3UGnA8CKaUIFlryRz6Ff2jOur704HhgE3gIMa2Hc8MF5hzZwFF/UySeWTAW7q1iVBAWxNAev0N6JEoMJnTfDrpH96Br0/HeUOHDL8U5f5Nn3G7ll877tdaf9fkLUZXpj50sqv7sFlGwPkERqJL8gYsm5jzhM8HULosmfCVLfjx/kbBWwCvZBdEkN7vIng+f2YLUmOQ3lsDXf5OJqOtpYPOzdEhDzVGlswZ6LbUH7fEGMUyqcXsSkQrCYV4CrXL1hxA/o42vlfp4bgLvNEifuY5rVa7fFXO8YtN9fc4jtRvaWroCaaAlwuAAakHaelIwMgne7nnoE39mhOv5084+oExBp4/P1nFrSQ+BOOVuker5jXXud4F4QdOn2jHg6AzuPnP4HyQ1FVrxwM9k66AYMwPAEBvdIxZk+4d//Cn/ww///TfswqciKgJ23W8AeGGMRYsV313ti6MmFA3WESKsCfIJ2nHrFeyyGfHBO05X+iduhaSYtoZX6B3vl7UYBLwbohBuquJ5WZNwMAOvrYcSL7dNAPYE7Po/0X1r3H5WHTW8MW51Y8DAsd7J8ARwXaaj69rtzWTLZQBhoP7joCJdWTgCRob0JWPO5Uvx1QgIzo0CNpbMj6UWigt2WAUMcYODAFFpK3s6zwRCOiQ/Szq9eXGKNaScVTAEwOLrz9/RSA2SGVGV7gAGXB72RS2wI1JrQN2jjB4CgBrnQSKjYzeNU8WKjrXmdYbTBhg2tEo3BmANFp0n3PR5TQF53s7ECC9H9J22ySSYaA6IUinj8z6ecvlYpx9M1erWn/B958T+ftRQXs9v/q6Qh/P4Mqn02beqR3ms+zR/xhH74pebi7CXb3mXjOuWZZtZAtMYtRzfoih7Js9UufQy0Em509wnZphOIwi54KVLUkUye+NAukWCofjXAM/v37GY72h/VCtVVd7ZUuQ4PF2bM2spoHoDGJNLsZtM8EUYPlCzz3i9ElgzFn+EiEg//7DA5KJ4LUwMFk6+sEYYiyMk+6NaXafbl+RBRgCIdzWFNUwHsnojqh3VHRBOudmkO3Yhckan4EUqXXu1daKqUVYWCLQZiPgLoJ3pzZOez6x3NG7JOhfwBEPlyspoevdLb/OrdudLRzuJ9Zr7GKpBNBi0jENwBTBirbBcIpBZwtbfkbpL2Fkq1hwDa5z8UEjDoPBDkHrB1prqKynEpN6MCoCmGAOJ9gIYGhDOxrgE9Mp5D/mSWaZGZZNtE52Qz86183peL6el2MVAMTKdmRF5zdgsViYiEAswSh2xZxpza1wpQgutVcDvfVkKA0aLoDj8DVO9Nbw1ukWCLnYcZLyF6bUIiSSxTad5eV0myDazgiv9bmZ0jVQdcdGBLQK5A6MGOhgDGm535ZznP9BgO1KbK9gDoyT7Fs0p1Z2XAUAXEWBq8jx6+DRXR/n203hXieI/XO2qNZ+SwKBAcI2eogRbLBbhhQ0C7A3oM2FBYPEC7FoZCIQHG/vQKzsehGO5Z2QZ47gpW2V7yvXvlazQyBkYkegtBwvTCL1flInzOwuv1JrkEI1yI4BAFGYTMwzAHWCXtWWK4AsIOCQeMDkmS20ko5oJ6BKBz8nGGAxEXNkrbihtQeaO5oHbGQFWYuZjAQoOP19Tc7r84Xx+oCnMDccEHNgsphnWZBizhE4nwOGhkfLdSivd60FE0/mn7AwPsnqNwdc83ycInnWDUhGriLXNy6mvPcd1Ax9sfUfqTvGS2rQTk3RFbf8J6hdCwC+GZ08P2IQ17WgyhNRwPD3xnXiAsX4uX6ZbpabCXSBORvuKSB+A0xxATkJZNY6ggK7JM+qYqA95POLZjX4sE9I5Hpt1PVeudt9zNZ5/S3p3N8EHj1D8OECuMAyeHEP4ARaE5TbgBlYvVVWPFSBpmwtUHeczw+YeFbtWSGqXbeStbXWxsVUOAm10RWJMXn1RpOCJ3EDjSSdQ5oxqVDBHCNbQi50mLTby/2qkiBEcGJozauALOzF/+3xQHj1ii/2f0agNTIO3r88gH/3wusjMNlFgnEC/5//XwIzHXi8Uyj7Nbixz8U/vgcF2Tu/FgLXMx6g+9mB9A+JCyC5psdnQKXAE+S+0TvtRkUWnpLJ8TeDqGewM+8x3zfH+s7J/ukL8PHk73167a+8Rx0bxP3OcU9I45vX1t81Jw58dlfz22cH6LamILjXkwm2Ang9+SxWgmGBBciL1YrW0JIJR1DA4TFoG6orgYO1J7qntsz74w1fnx9pg8kFy7ThrR9YmUR7cLE950QkVbVbx1wEQKCRNPiLIlsoeAWutQBWWaySuci20VowtAl83RhMQd2APQg3sMR583q99r0tPPgPgB2xat4V1iTp8mSmYJF+v15f0cJhKXgfa2DNF13Uvv6En3/+Mz4+fmb1ZU58/fkrxuLcjgH4oijv65lVDDXEWhjTAaEo4PH+QOsdLgvDVwJwvgWt1Tpab6lNcbJqKpaBikN0JoACqAaer2faVldCpxycqGdVlYXYiZCrAIsBYGahkBTAZdVlIUJzY7uC4nBQdFgI6dq9TSYcQMd2eYMyeDPdWkCadGE1w9vbA2btonxXK1H4HlaHsTL1ENLNsSbEJ3prqUmRW6lin7cm09RT1JSObVdFx6zluQb75iHZAgrIpi03OkA1QWvcBdwjgwqBqmPpwqEFpHIvAZhcRi5iZhQHNm3ZEp1VoRmQROutCTTY5vJ8nZgprgkkkGdkini2jSQVifNNFT4n2uNIcdzkoaqQ9SDUqeJYTpq9Xwvz8+PJfdMabaPbA3Y8EFnU6Y8D2hmcugNinUze3AlFFNYM7dHhi3R+a2y1DPftOmjdkDKBCVDm2AB2EB0QlCLj5yDsc0D2qer3q4sKx/o8J8bJfnBN8EQiYBGwcMga8PH6J9eNv9dhzWAtnRZ9wl8OSGCJ4/2Hd6iwXb5amiPIXA7P1iY00HlvoTWuRR4rncJSI2Nxj/LFARgZLM9zwXrsNSCOBksnvOfzJ8h54mzUiBtzYkwyYEvH8e14YCarC9nCLAGMOdCkXC0VANfLnz9ONAOkNYLOIThnAGNgITDGK6vBZG1WpXSthjNWIS5p3BGYfq13n5p9crhYtWNCULT3BSezK+gY5/k5nnpE4qnJlWA1RPB8veCvifUxoBA8+rGZ6mssjBEABkTJAPjyw5d8pitbphVrCaZPzqPU3gsRhOl2X7sSDACwZJ9m1T5BZjgB0NYaHQ9xVZEdE0iw1xcrfDoUrRKk14lphhl0+tJi7TfdSW+1de3WwLylM4Vy2SbBdd0EcL306YCJ1+uJNQ2Bied5YswBKPB4dDQumnvtr5jelMAPwTY+M0l2kaSpAHCtAwXrOQA/uV+EARq6VYZ6ayxWiGLBISOyE4DjhSYSF/4jQVfAGDPZibxeuEMznj9y3boHNpeYOxlyrTUsB16DbefMWS6LmItFsDaYW4kcGWSXU+jveVTC+imIuyWSn/6dr5Vqpd8o0gUc/ebWtW8ORsf1xCOHwm0/qOdXTC8R5mYiUCebZyXA0x8/YKyfIfqANWrAxUoww+m8ZWBras9nWQxWSQ1TIPbYrGtHEQ+QAFNcLetzlX5Wtf4rHnVfI+DrRXBe3wkOq6WMiZEdFL4d0EqoXUuKIbUMAxNzMl4Yt+LIXsfEoepQXXsfdvfdrumR7fa6gBgAhIVuJ/gpqPbVgA8y89Zrwl+TcbAKoep5gascB6mNOBn/AMDRO8q4BABkUZ9VFNxjxsJIILn3nJMISHNADyga2d2t0QByXWuSQGENaAgCxCrQ6FAPyHJgDbhUKy2fW2iBMxlmlQTHllQIYHm6ihaYw6GtZSDBSVHRNzb7p3KnWxbKorN+nkffOzKBEoYDn7CffQjXH0r0gHuY3ECjPLaak1wz5w4G3ddV3pZabz9NtX858Gjrs+Qgi4QqqwIWwYDHXTiqYdmDzUcXQoHN3g+sUckuETMV0FI4q0eOEio1WG+cyJI9pjHzvl+aGUA+utq89LojvfWcnEyeCokkLQzbxacmrgv1KxR0RyKdrsCy5Hh42lCXx3tu8O8/fsHxOKDrzzB9Ya5AMfwej5u49aLj2XRe72tQA6hauvQai989OoC/OAGRf/VAVtiAj0EwiWne57atAlFKl8jB8zmfYO93ZmLNgNckiFLv8+M7v/jLV4Jcf+1QYfvX21uHxMLX599eBf61S/fb3/WEa/z/WptbsZzi9qd+t8Sy5bw+VIBdxXTcgCSfgP4FC4G3cMAEmkLg4YpxnkxoN6vjdjE5Vs0IGFSAI9laIynQJ/m7cwzMeo+Df5WehIjgcRzJQJgwKaepq7XDVDZzRrPqNs6Tm+Te1zhuVRhkF/Wd7S++XUdYRGCrT2mnAMLk9Z9+lP/iB13pahsLggUOnMuhsTCfL5wx0VVwqKCZoD8M53PA442Bhn2wzUiA/mg4XxRdDSA1IBY3oLT69XC2j7lDzgXrj2SSTWwHIDGoEwDnHsi1i4EkP4d93S/MMbPqDHAxkm0YcAe3IXT0GyrUsKqKnpKar0WBFWpISHBboSOQpLjogqeK5JwLcw4EHGNRo8QNgOh2p1yRVddm2ePPrUsl2x9ayxHhiPXCGB94WLYQFDO0sCdgjyfqDVRyYbsV09dKlqjm6wkQLAfPXy5xVOo73eZ2MPiM3I2bCZCmCLxRZAkCXP/XmhBpe210CF4//YzHly9Jn2eRI4QaUADwycUTGUAJ8Fon5pLt+KnZ+tV66iXNhdd5Yq3Fqvj7G45+4Og8obUc54utJa0ZHsBlJa7c+OnqCRy9wadjxWSLYigkGpm0GjuAaf2APd7QWsOcvgEkiLKFx4RsuN4gwt7q2h89W2dN0yJ8zWxLCZDC2CAhcCXAJBKApuZKVAiG24L7y+RC8Pn7DMhu9GswaVA0SAxIfOaVVuxRbYK+gbQ/wsrEI46GOBrEFRoN6hNzvPB6nqy02sDj8cBbe4NmCyIvgc9BQRCTblNnjnO/gEe91qrptzU5mSPVWklHPaTwPIEGE+X7eM47B3LxygSqk3E5+VlmuWale5FAcXRF74ZxvvD6+BmjG7788J4AJ1vzXos22T4GWPgmGKmVSIHzrCQgFILeDT5TYygYNEsW9h7HgzqEyTaxAESDQCfYsmlSphIOD4JinnGaWFb2PZJ5kkCu1P6fiQWQWmknTLMFa11OiaoKl2T9gW1YagLrDa13HCrQdokpS8oUIBOAFWQ5TKdWm4QgFo0KVPsFZGSLqyVFWoJA93KKnJdYfwiSGeBknwowXws/9ndE49pu5jDNvT4ZApJt1CuyLUYbpKdUhCn3sjzx8/XCssaEdiS7TIGR7HmA7B9/+WYrljZkOVCpGVQ45lbGLnMSpCxQT83QRSjUm+y3SpK4FrLlyJoCi2M2RBHI9m3xFJbPyKASKCn3W0VUwsG7gbkmfvjhB8QaGGtiebmgJliVFzjXYmu7k9FZrY8eASnGDIDxmuwmcLpvrdyH27fsnt/hqCINgE9J5/45qpUKO8j+JZc06v98G7mKkYIsKCA+ff/bz8h3wY3Dgdo0iE0ZIJ5aRDlnhc02IRSvDlGEpgh2e8DazDVGN4MEPmACtGz3tFYaigsqgn5QSsWa4TwafC7Mn/mMHelWJZKAbLbfB3AcB9YiICl6PdveGx1/06hJhYxG7MS9AJYEcYO5qAnzw7UcFguICRkDOp6IOaDWNqt73yrU3un1D2w3NXXmvhiMjp2AZ1PL/TTXGKcOkq+B5QMS83ravvZ5zzX3+SNJIJH5NF1q121dESBF+pdzvThPMgkhCQcJwJY2yb0OZMcnWx9OLc/AolNuLGAdZEafL87144C1gzXTFfDOFmkG3g5vtlsxNxgYn8OSz4DpJXFTwtKffl57wwaNrqzy+p1v3rfmSL3unj0JoF1JwEj5m6hcS3A5DxbYhUu7+VrPcIFa+CYE2tO8Lna/9fVeiO/O0V87/ibwqBA3pOASfLG/KTyz7eukIwVVC61LBhaTu9YYDKvQASa1LLTp1S88MtlutmmfK5H75YWk3UPM6wZ9uwxW5YHndgFgKzcry8UgeU6IdLG6kEW52iNEKCLrpU2RVQUnKtg7+8EfX2iLPefC8zUgZ+DtDTjT6aecmgBk5Z/tZ+N2BffHmHJEGwRpIEgUoCtYF+D1uoZxPq1PgEoxju6i1tOpyxSSDLEGrGc57lzvofpL9tD9bptcvyMKHI2iqh8ffxsV7rce9+v8toZTYFLdrwLR7lpQBYrV/XaC1lmpIDvMkinrk+14ooD1BdgT1huO97UroiFJj58CsXY7Ey4S7sgNKM+tABpZV8VGSHdtAObUbXvbetkb7+7U1GdJaLMq/CimU9FouWGPDHZnBrwAwQbJzU5FEGUdKgnAqHBeBPg5IplgFkhVDLXfvz3kPE8yJdSyYg2yg8KxzhNzvGBBu3r0pDuHw+dJHYhxotzW5mLS8eXLO9ZYCeqQDj3GQGmS0J1RWJkA78NYkwKNu6KdiImALWzurJCqorWO1qg79Hq+4L4g6SYFsM8dKimCnS4wca1BxdCsqkgJO6sKlmSlRi7RUr5/bUQJ9ntstzaR63z3OpdgZX1WS0v7iYW1OHMMhp4W9L4irZkdvTXkMrpBSq4D3MDF2KQjQvp3aw0IpSOQJ1Cqep0jCHzpog6Tw5NJSmYcEyayTCWcAYdSkBppobwLHeA8WBMogWk1oUubBiQmwRdospsYJM5VQVFSnd03M0KELWYBinXbyj2tqqTZ4uFr7WC7ggyCt6kLkgCy6dtum657VmCi3p0FPu1RZK+8vVFb6ZalspVi+q7G7gRNFf1o1KEBg5flgZgTLmz7VgmsMbmGJS6jykLOkpV6RwLoVVgq5e2ohToDN3e7Vbu4bhVeWjfy866e69rtcjP2Q+1O5ZC4kp1ZbL8/zJFttAQrpE6eCfPzCZhhRWAmyKpOhraACXbTIq28c9wkSOap68YGRkCygYvrgW52WzNDs9KZFAATpo63x/tmyFaWSKCgoRmjIWsGPdkuUnFfAFgzMHyi6UCzRuFnpEORONwPIFKfJEGT1hQjq/QqBDqRbcbkDziu3TzXobp3/A7qivccSnBlIfbrPAVvw3TPb6D0cDiSNOLSkVh+K0CWk2Qy3JdjzcG11XRX3DzvF4VyA2WeQMHySkxlu63tlk9iFhAAnrbWnpRzAzV2xlxs/V3pLiUCE0PrD2hvez2Kc8BfBDfyWzmuskUXgdKGEWQ845mQY8HiTNc8hUVnizXKyIa6RHRru/QQVWiGgJ0EswBGCTbfAE0EAUaAOn9vjwdMDV/HSd05qRhowXKuzmpP23tcav0p27WRBYZ6TsX2iduetSHrGtNhe72oZwzgBh5xMY2VgLc7W/arxWxF7sty2z/4/mqGo1vqXhIYqxbJyjnOOTb7dq2VLOTfn3UEAPd2GQC59+fPKmi/AUMAY4dfAki3n38n2P82l/nFz6r9qf4rt8GcA1uC5e7Yr7xc7ggSgfFSf8fjvSGS1WfjhLUDs3fM8YSslWtpkBWIcgYVhDi0UT+nC7DUEB/sV9ii6LexJlosDiHwm2O2JeuyJTi1DUFuhAbXlp+fW3kWXsJTy1LA7pZVyeErE5RF4PsW79c5KBRebO4ASRwGRGnf5d5JbTqyjpDaVRGLItRrwVN3DLmOVIFmpXI0mdCX010kAO45p1fGzNugJUX2ly8WsOfaLPTn84m5ZgLLZDzNOWBrQh/vjD+0ysJ89jEICkdNMhdgKlySaWZIh2jGJAANf0pDqwb5DkMu3AcbaZRktUfOk4qzbmuI5Hr/aY5wcfglYBRxM569zR8BrzH0Nke4tsrO0r+ZQflPzh2+l2W+c+0Bnz9fhbtrvV1e4u3gD/rjgf/V/+6/w285fjN49G//ix/w5f1Bm1IPaEwoFmJOKAKlol5BbCEGG7iphVkyYCjV4mQJiQodoTJhKcogN99EiKvS9nk5u573LdDABatVbP1pQVzOqlWslT34QIQi0lVns6tQjA9FNMt1LXblXED9J3avsaXCIwguiELHxFgO6MTjwfaocWKzfBKY3clADZc7uacDeMtbOoIvPQT4uOKlZMbsK8e3d6mOApDqZ+5kEtnKdsMMVEl13LcLqTuIo/Ecl19vUpBGfSuCLnBzLTzP2O/za8eet3/9Zb96/NWNCQSI7uLf9XkDuDEOkLbp/NMdiM4XeAAxAZyAPgNyDBxzbfAxwL7UBYISmol/JT218YyTiTUCoBvUwsqAvTYYM+ojtZ6OSHvcZoJ4H9/5p+ycI5ko1VPflO4kfrcdLVABrOyx4pAD6RKD2IusJHiAwKa5U9RuYSF25ff3POZkZXzahA2D6YQa+TpznLRbRwA+af2rgRgTsQZ80mVtLb7Hmms/iwArhZ46FEc/MFfOV2Rfu1Df6JyLbjZKQEQTkIm0bfcoN5sScdYsKMttEeDcq/semlod+bsCSWeQWwKaf6r64JCsUnAMmDW0bph+VX/vv1vBWu8NujwBqNoY00bVkDsNgwnapLMqqbh5bcWlTSKH0vkNOcQqmc91s6nlZchecJgss5dejSexlkPcMQddjAhyl05A6vM0A6SzPdR9u1gKADHqyezAP8i+8XSA8hW55icVPU9zJUgEFwZj9yP/ubLlZGXlkkLagKtiqcAWNT2YhNC9UETRW6PwvlbSj31+dFz0S/jx9rGc7WTYsd1xbdv0yGRYU9OK+xAQISnWnlo1CdhQ2+UmMq96sWuTRr8c6A/FDMUYK0GdchliC5uvbMGNYhIfEC2QWa9CUnCd4l4tO3ARucDP6ypvV13FHhS7F7CmsCBY0TvFu60YH6ZoveF4f+C/+Pf/zW9YPf5lj//9f/vv8Wgl7nrNk3A+4yhx43NgROykliK+BLJVF1QGAtx8rRlsWQbbmbB2AqCRo4SsswYLyWSmbyH4AJmE6AfG+YL7ZBimCtEGBNmNJfhuqSmXJYl8bbLlUoReAAa8wkCZ66kmUMLPO1rDOV/5vgQDdsjmscHHTbG/gwJ7QiNNCHjfKqm4ck22p9X38o7v+NBUN6uo2lXIMmcSiZRDcGcc54vMTEttHan9Oqg3xDEnG3DRZBqZkQEjRumE3dYj8Slqr3HBOWh0l8pEdPnaQK02w+bVBmOKWIC6ZNG12n1v/8t9Qu1qrUk0j3vaSiHsZphL4OngQhHlTDY1NdQgbMmeZeEi6XC1wCoS14b9GBBYcyR7WZhIi+Dj6wfWGmRJKVvLKqd2z1ZxycTXA650edR0KE0y3l7/AzlOC2isguzGH+5rCf9oARTKlj5A4QnoeATGSeYFQWnGdq7Kz7mBWz3nVUvtyg04ZddC5RvlboTMG/657V3/yY/bnLp0MWtMVh68o4Qr6f024I7vfRPb6fd78JF889XWA7rFt4LcOyr23QAt8MmaXOvVCwhDexgOADInxNjyW0LmcZ5QDSB1yxh7ZeFsj3eDBYBY8GQR1dy6A0dssa/YhtdXY721lo7MlmtAMgP5IsDa3gtjZ/KR95+sOaSJjo+BGIOxllSxMnK+ZMFBkL2wjB2ZY9T9FbqkVTEnnw2ZqzTYQMmvpNg1PFtFg3OSxUfOa4mrA8fzGZe2cQSSeZRxroEATjAf9OnbxZhzl3PDmmb8SCZlHyfUuW+01NzMHj2QFb/gMrL9TxG6COpn7KfWEJKsqntCrPeB/82IrGd8G85RYzuur+/F/nrrK0bM+fIL8Kg+MW7vXez5Gof3KUHQ/grw7/OC+8htOc+xmePYSyT8xvgXSW2njIMlbvO8XkTG13/z7/9n+C3HbwaP/kf/03+Lf/OvfoDFhK6BJgsdCzFfpMQXXbosqstKMWEFqq/nxlkD7hPAUwAUJ6e1xtYEyYDo9vdVdecEWUWRi0irwkj0VfZ711Gbdbm3hHMhAZDVcFadI/tfi3FERkgglHpMksG61HVmH+VYC3NQuLR1Vv70qRRUFjJ7Xi86qgUImlae0pDtZwBOJGMmqMvzoGkUXZFADSJbF7AzV+on5e/9WkrvIAsnC2A5gfmDmiePzsdUrWsBtm798CN1mk4hg+q+JXjcvnbgp4/YrXF/7fgfChz92u/eQ5kbNrchFweZWz/gswZS7hk7WB2NlHh4gmkK2BsFluccGGPAZqcelyAXxbjGdiaE7o6x1taI2AyhHAfWLCmcZCz0g+KctbhykdcNLFz3W3EN70rueDXl1hA5j6SCJi4rVwvCmgBYHV7zavm4VwDn9L14VpLrOWd/76PabOrZYpFdInD4mnhr1L+JOXGOEwsLTQKsF+XmuOhgNgcT/DXooDNOAgQihsfbGzAc55NBt+zNCECQ8h6Y3K+CABSgZCVm5ce9dqGJNRNMBCCiV4U6adWzdLMW279EZWsOADlWAxwTmSQEKApdu0ozQ08B5TudvO6boKzuE2QRJvRsp7R85o7AxBhswLPe0OBcNzQDACTzboMg9RnXc6qKrFoCkZYggwpWCMHr1vP8U8wRE2qG5/PFdhGnc1S1udW1y/FAzBf77kOwbSwyoZO6VyAjY0y2hoYUK0DzMQarnPmYUpYPQBAIArhAgKDsGIOJmCYjNYByJY2m8NAU/maw+v7+jrc3told9yhBD0/Xl2SNVOtygMHyynEWoP32HHO3EUqOIbldT1nMzumwYHJK7Ry2MFknB3UuB3QhXPIeByIEOgPWD1BYnmuEGin4vEfUDwvJa0c64PUHNN1tsANkIY0eFdxUWpHJlFYCkTHCLbBiYBSAOEQDrRsgAdVAxAOPMTDGiWM0rMeRwtk/4n/6v/5f/nOWk/+kx//5//S/YSU3EmQNh/sEci/gICAYyHZF5KS5xKv3ffGvbIvohphkK60xUO5Y1hTeOsF9AC1B2dZyf0qnQhGDuWFJar8shzbc9iYBnGC6NTLemrVPMcXjzbaF+ZwMFASBfjDZ8sUqM137HIcZmjWInJuQudcccH6oyH7uxHsLPCopcR4RdOYSFQqn7n0td0Dj2MxqSgbQ1MOTg+yrtcgqXc5KfQgS1OcYLbellbbY9DhgIKDJLgoRWJe8z2T1aYJFqopwtphs8AjI+HcSpPEEfUzJZE97++7FEua8d/B811wIK8CEzpjaL2BqsteFzxTMKEOAQ6hXKCqQMr2I2OYc6oqPERSirYUyAQVVtoV5ZCv9+co2ZTJidQ1YsEq+wqgbI8luUoF6sDZgF3NyzQX0BGHCoXf9jWw59zUxlwIueOs/UDNJEtTC9cgdYFtKxualY3JxFa/ELRIYkYyFRBQIQ0QaLyRAdPq5GSCIgJjBnY66mvptKkZgouaMV7cC7vkheuv82hdMS9Pwj8E8+nQUdiSyi533i2GCjF/m3IHNRvo2Dr/iDAC3uOX6+U6nP/9CnU/+cDPrIrXNNHNKUNNRQhGyNqgioRCb1G7sxWxdGzBSOHwxd9M0PKr8h8VSGmGEOFsScYvrEziyXFs9q06bmac5/02B3mE9DQe0WtZkM+gEOYClCvWR7OHMY3Gxerakwa2Vv1pnC1zg1LUNROxCdYI81MCs0EjgQxFyAsnqgnuuzUrgNvPkVeAR6IApORbouJcFUAaAmT+Vtld+vjEmLFCpCmkhkoxzXDn5OnGejnHy+711HOn0W+1/rgFfegE0qT8bAJbn8/N0ugv9xLApwGSvEHJdD+RiFla7cOXENR8q1wBvIUpSIurn+bXePvM+WSL/Zg73+UX3PO5T3FzjQQq4+pw1s6DvaBmXsVU3Db5uLZKJOVU9Ls/9n595/2bwSAVJg2UARBtnbry7414ubQ6VrMyASRonrhPcyETb7q0XucmXOCzjf042D0eMhbniRoXLG5iIKiJBgOWIlQlRMzQ7sqXIP93zSnpLjEpQbUd8WBFrV2Uve9R06IkA1kpRWKK0iMXe6zMTGksdlkj3nEOAELSWm+NMAMOvdqpDgXbwBo5JYGlMXqIvAkn1Wg/gHWTPFFhUwFA2IH0CburSFQSmBGQ01VBcDviLDMn3H7N3/QWsV7q3Bc+hbnuyeDGDP//eQGr5WX/t+OcO3X8KdIpvXncHsu5g0oktKbTvX4DX1wz48wt4k/x9TeDtATzeX2jPJ2AUzbbjIEU0wLED4aKG3JQD23qWG7RjOh1lsCZ0sqrW/WBlWRXH0UlrB9kAjI04JmcmeJ9aPKRYIwpfE0sqOUvRPMuEOldExogU7XbkBqFGrZuKH243kda4FXyxHeJv6ZH9lzqqD91Ety6p5TrVje2TshYr7DG3w6Cpown1IeJ+wQFucIMJdWsPHMeBMRbeH290A1qk2KIqMEnp469fK3Q2uV1rguYKaUJ3mF2R5Id7OHQx6CcVNTYos6od6LZmYo8AfhbXXoJFqoZDHUe88OEN50m2jSW7wcF1UAGc5+D6lcBLBZI138lweUERaCpZzSMYNrP9LPbtEzyfLxyNrNHeBcvTTnqlNl44FIbWOwsFnu5koP7RuRbOMTBP0phn7T3OZxJCtyFHugp53DZEMmPkO6uEmeLL+zueJ+f4ymQwwsFuDEF7dFqOp76QZNLhWTBAsaYemURG6nUk8Coq27UTmromc6abXbYCmcLHxApBA9LhSTfLrVXRIqh7xOe/EmTjeA+v9lK2Smu1dAS1uUojjQKudNxiFS+/n0qk83Wi3ON8xQaPItvt1pwwf/IzwiBu3CxyXJOGKojShCldhp3UZ1XRS0ONc4BBUY4z530JzATybsmfEBCwMLaRVvvUbelxL2H2HRmRifZ7H5IVc3hehwHR4Ma11LSnXsYClOBdCHC0N7TjbTt/hQNobIuer4Hn158xT+rwHG9GEw8EDhAEX2OQyd1S96HYG6rQJcBJ1tJcA1hOB6kEoCngTDDcS6tdFQDdN1UopA13jATcl5/QJnkeC+dcGPPMCn22pWKhmSKSPdUPo9FK6WUGm8wLBhLZy9FuiShGuLtTi6uGGKogiQQ/FD5OBBb1z+QGTqLWtmyJUHIqLQA7OtYgExXB8Xq8vzP+moNFxdL/EIFK265q1jsZQjkXPVJQXIt1BAb1cEo3QCEnCxjIeFebAf7A8ieyFJDZHhmEpXXA1r+UehAmwpbMYyxcjEQBGWAWZJ95AuUBREZBdBqe0AUEmKRJU7Te0bvdRHRLXNexhgPnC4ZAs4YWAM4XXh8vxJ86mjU8/kQDGZhg+VeMrESKsK2EDoMJkKrABltla/+cc/Cp3qzY40Lzdw6wgg5m1Z5XCdZms+Qzr603hxdb4iIQkXo5SoiSRjhZBCoDgF/Maxr5IKq9EYhFIIOFoDKSWFfSWWCc6u1E/gDHjhPJSF9S7oTXGsuZcy249XWxXOpy7qyqaiO8+EfyzW/z0DAsXExCud0bEkXy9yWyvayKYcxyWIArliMAd6geCJuo1VeTJBAm0JhYg+3YrRv8PNN6vq6pgDSgd0oLaOqlXSYhAk83RDHB29HIMEqG5tMD/9AaLKUeyrgEOY5N9mXlLWFBmM+gBLW5p6oZwi3vG4GZ7f6NNIuCkLVXV+DIqJaZYaSpAbJVloCvw3Ri+QPF+u6tQaKjGEdaoG2C8aGA+ySD0wVrTLwGmaett3SpqxwaydTDbndPKAuOBYlkXmuykNZgHOWOaY7lNC7wd4d7xxE9ATKnA60gTTKAIowEDHF38wzsmGA7cTr4mgSINpSUocOnsV5/BY29pNgZ15DnvY+67u+N8Ntjrr/vhfdPgND3jiTUaEKmt+u9vWKfe/0bqp//vT+/QKicuPHN3P6NOd1vB49wgUcCCpjiJrh7Eb4c2QFKmlQCMYhFVxQRjDFzEmku6HmJgRQ65eEO6hgkzc1ax/vRN0WXSCmr3ruXPcElbZbVW8UYrxtBoBgTWWFF4KEHJ8l0nEmpUcVF6d8b/9WOV59PzYDcIBwJDhy3aqPg8eVAQDDOwOPxRD84AKbnn3yMzYE4ye55/8Lrtwb891+BsS5wA0jMjI+eSU9c5seKC7i5BnOCTt88VwfwCuYCIsDXAPAE3t6Af/gT8P4O/OUnfv75Yp4wCqjLzzrwGSSqz/8t4NE/9/inhvd9Ot6/vv+eged+m0YI8B6PBeCZoFErsIEMr4+fga4nuvyEAw55OwD8iLUkadZIBgnlHUVoG/pI61ovICAXUwR1e+ac8PfAgQdab1zIIRhOJ6yW+l8QxXlmIiaSwsYFUnDWSdHjhUCupohuRGlc5GdLtl9KqrhjwTE3oAogNcay4oFcC6rSK39t0fv7HM2ODNJJr68qAjxwWIM5dRbWOCE+knUIYA3EmjClyPHagN9VmWzd8PZ4x5cfvmCejr98fcLMoDaTguvZzJV91i1ZYTvo4vvQ0t72AKy2LPdAb9Tu4ebG1i+zA9YVGpLsxGBVOROVWuC7D5gETBq6sO0MDRkUz528n+fAzDVpJdgjQkOAOX1bbBNPiC0QfvSDbQ9j7ORckO6L+R7Uf2OV/hxpwayO1xl0dlKl7ooIVtFmc6cuBtuYA2MQdG2t8Xkt6tcsAfpBiFfz3i53nqsHtPaHAnk8OJY1AYwsSJSuyvP1lcmnNbBAaCls2XA8Dv55e+ToSse86aR+CseKmUGOTpHrc2CtJ9ePSkpF9nrcBFnFBs4XWWu9N6zJtYKObZlUmZIh1FsmeRSgZgtNsgkdcOS5qKG1KyGJCIizDdGXpyD65N7UD2TdAz6yzOAOfX6Fv3oGRYKudBBsTYGv/xHzOQAt0KtBlBo3Yh29KQ4MTGlkqY4XPn5mS6geb6lbQufVUCa5tVtH1KpL1mPFBJ/1Nq799rK69tQ4GnCf+99c21Z+jz/7/Y8M2jMRVQG0HYjOooGEYz7JXmvuBGUb4MrrEE+gEGR+kB2z0JpC0YEAzATV9vp8vVjcSmYMxIBu8MqsFPAx4OPPGDZgPSAPsh1HLPhJJhKdcx/A6x9xtEu42deC2QPtaBAPmgbMhRgn3uSAvR8AFla8MFLEvOzlzzmyas951o8DKgS1x5o4viMivJ3cEjwlm/aqeBcrHAUs4drj564iB0IpFq2IotfAOqBZTJEAZFwtRvdAnP4vTqBLBZ7Fy2YGzbYlqGBlUK7Z+6/gOl9jOwB4LIhTfy9UgKdgCliFi2r1UDRtLNipX/Hx/b4AGX+CBSxRiHrGrIq030tge+KwRwLMmmAWwZNyyzyS6VB6mABbF2P6Zm+aaUosJFsLsRk7IopIHbyVjiqBSGYG2dFz1bgODGds3KzBcKB7Crd/TSpGB90I3/4t9DC4GEH0TKgFXCu3yPhFmN7jZlfpg0WZECDEsYJrMl8n2S7I2Gpl+5o2guzldmpN9p7J/APpQJgAVjqsqVq2DrMteLzODcazNVvzLv/+x8XAuv2BoEnDxMw5wDW6ANBvk+ICh7bOXd1zuZJQ0W+v9w4P1Rslk7tyLRR7Q64WwNKbBBBCzU9EarnsFq3cUdRgIYgSepfAEQOu1GmMRj05E+CMhTl0n8fFnqaL21JFXAOG2Iw6IqUAem+w1mHWk2lIR9N+PAj8FIgBMtcqpfccFwLANLZOjwaSAUDWaH8PeLftIPrwBY3AkFSwlWRYehZMwrMAHEDrHKsigDSodfQEb9kxs+BrkP2X7aoKFgTZWXHC14AgYI1gUbX/w7NMZyxk+fSdJzBOid3eslCGDKmXykbhLaNQbfgeTpZio/kD148FXQZJHSZMwVovLBdYc9gKmCcLVR2IXqkNamjE8pteWgLUoHZSaYlyLGUBI5+LArutpggIxV7cYUqBgnxz/Cp09CmeAVCxTlTxuHCQKz6u35HMS2p3k9t/99t7bIJfzeXPUyw2UHw/KX7785z9Lcff5rYmkUKDCSBl2lTJaiPLNAPlBRWDpziphGfSmb2Pgwt/5CJ9X8AAYLzo+uA1gABEsn0sE24GEIpVoqeZCFciyRvmtwoEJzBto3d2hwHa5/qsxU5hxwFpLe3xkl7rTKiaKYBO4bKcrL4WrcxFYSnQ6pNVr350KBr+vL7iOIAvXwhOjZO//nQyiCY4N9agQHbKnWyQqOcDK+BmM2nmZusijZ7Q8JlJk5f6CUyq79UfVaAt4C8fFO/+8k6Npn/4B+Af/8J87A4c1Tl8CxA5LiHq3+vY6y8+g0j3nxeYVsBiXVcxsuZKgKkBvdMt7/EG/PgF+Id/88Cf/tUXvP/wjreuePiJCcWKxmrdRLZPAYDh8Thwnh+JENf4IzvuOB4Ya+F5vhgkL1a91BfGolOBNLIpPBFnFUOYkQEnSAZgXVtusXG/UuCyky3Wiueikc4zufYiWw3q3tX58PcZzEYGEn8Ey9m9bgT3UVkEduEDrTdWoNdJfaPzidMHFI7X8wPj9TVpdwRRfE7MxST/PAdUA80mba+X4/XxBAC01iFKO2Q+Z95jN03BZvB8lEwaldSsWNiV86pkm5bTB4ULRQJfvnzB6+MntCCY4MJKhb9OqAKP3hGHAXjLzQZZRPh2NHNN/M//1PCPr2SyZftYrYuqivcv7wCoyzUTJKH4I1kDazltvIMtJmssqLXs4+f9dvcERZNVYYIDBEzNmBTFmDhfA5EOOONk6+ecC+scEAXaYvXbjoaeDBoKZxOwK329tRznPGEBaBMMRObQDMRUmVi31rMFzHcgUNmhZotY7wf6o+Pt7YHj8YYwp8nDbv303Q4UAdLIs4pMO3WutWR8yVWs8MCYJ87zlZpaA+4Hlj8o8K6dWjXBeWVqpB8jNiAgQmt1EaTRwmIr3BpAc0h0iMnec9pxoJlw3yo2CQJYA+sVTIyWQppAGjDWAFLrq3Z0yBOtPdE7Cx8xmfSRvBKIFgwe9ADUUVbeATKKY2dzAWRLgTggjexI3xF1AUjXXN69+JGMwADKxpwgkW8tmrVOrJmC90mvd19/CC02AAl6ZMCZ47FasSITNzo3zkwWBD4FwAuh6ZhpdA065yvHBrXMTGxnzJ6gSmsNIYvYwQqsWPCTlsawB7X5svqMAjGzZa7aHBSCoxvGGpj2hp/HgiDQ+4H3Pz3Qesd6DTxfJ6afgDm6Hmhvb4A4Xq8nRgFF6Wr29fUBAJlgKZp1dOs7xgGS3bSusaAiWBGp55iMqkzSWyakvTW4yZYhqBZagPs4bjHlPb6kPpTtYDoWW3MdbD0ujS2Az8fKra4BsQhY7n4IFUg3mAdb1BrZNjHWFYMoW9Q0BGuQ9iiOzXxngZTrxV3YOXKt2nXLoit8N8anaCrFy0uPkPelmeHob3yf7JWxEvMWQU+nRbbOZwv1coQaWxIDXK+sYflAjImGhi6KQ5mgrxAch+LDP3bsoxF0wopMGJUMkZZadFIskhVXYrkchx74V+1PkPUzXv/hz3AIjrd32NsXQA+sUIwPB94V5xgpRo1MGgVdjOzNxThoKTBagwZgcLKRERAfkFiAaY4lQ/QOUSbFlpbpgO+cgs9T4MjrqkT581JGMMkMy+cW0nZRLF24dojf99jrKxziwha02xqMb5LQrZsFzhv5fMHY8O1tfMa+b/d1/vbz2L/ORBrJ8IXCovh3JSicsINwXWDpblOOcj2NC6jLJF2iQdqB0jfjmgqw4dIgU6DaycReAxCuAwbHVAGU4/KGjQFG/nbrXBNbgkhqHZrtasgYgnkzkRRfJ+DGYhCkgoYsHCnWIICtQhBMGsEoPxvG60X2jAKtCnGBZF4H283mSifmwLv2NBxR6oAmAuIjW19MgVBMd8zBHL8J917iOhl3rYUD7FBYc2FGpIcni03hLKLFcWSL7bV+hnK/XnPBkY6XDL6uYZKDgO7qhm4NDQdaNxZXU3cNk86ZJDEszNVT7oWgcns8cqzhmo8JHqsr2lGFqqD+coLB9Qu+mDnW2FZJ4DSHPSMzssk/zaNvWEBcMeLzz+7TInMzzoPvrAUR+/eKllPzRvDNfSt84wbA3rsGvsWDAoxfK7a9jpyhv6xVfPf4zeCR7dmeicfm3HET1TsKkWdcF61R7RQZWG9NiTr5G4U4RTXHGLsqck/+a7HeCNodEcGlyYBMbn+5qG9eQS50d8QtdqLDVgaioZai3WFMrgSg4JST3krmkaeQ2IIjyK5yUosXBH/56S94fh2YI9D7zl2gBtiLekVnpLjzAj4SNDKj5lHXnOcgqPG8XdYMxjHVspZNhZ8s6oGrvQ3ArcJ0YxEtfj0AIDWNvmRlvreFv8xf11L69gj8PgDSRovxy/iq3b5fuk9xe919ztxBJY+LdhlOptc5TryeXNRa7+iPN5azJGmZkV4n1vDoDef5j4g1M8nngqVmCFOcMuAmsPc3RC78rzGyhYEZWT86rK0tqKp42z361fZM+006C6y19vV4ao9sHbB9Y/SqiqTgpQog0Oxj58JlACv6ktolOdElgdU/xJFMSFoys1VWfWGJQ9ZMMGnRYe3rz1jzxFpnMhDZppH+X5hzYqSdqPvC83Ui4oPASoriizDZaSKgFWoFYqz4chFmxTZkAdnGCwmE5AaYmjU//vBlV4FEGGS8vn7F29s7nh8fjBTCqSGTFez6/EiAqlmB5Uj6sm5x6XKrfAhgw3abSJ4iWiD1SLCDb46n1MYxI4gtBM8dwIhAq2A//AYW5HwZE5C+xzt30+p3X6RNi2BG4FXgU1ZvNAWW3YFQhzqwzomRYBuQq3gC5ixOBeYN4HERtJYpYAmWJhWbCRVZKao93w+ZyBhZGIOV1yiL78Un7MsxPDBzv0JQOHuBmiV1jSHCfU8kXXiodaMmKUjpsIOshQITVJWtFMC2deYtlQ3MVMXK3dG0QUMxzoUz8nrMoCtS9DbvTfYehaSu0QysJVBn8DcH6f0LglVtaxC0PrAOh7WeTK0E31ox0Jhqixsrsy0ZCrvTJlPntNd1CZi3nRBfN/42jz+BPrHjiBpj/LPYMrAmAV8vUc/rNbzf3/Js//4HxfzpagNLo4IUR90ipKLpHMgdKXyS5DYn28ScjJJYCzMcTdjWLC13qDRECIBrRN7UahAIF2BNrFcmva8X1qBLmppkMF5tmaDIvBnGfGHvqJwgHE/5TEoaYMXCuRwr9S+jv0GEwJBL2rwfX0AG5sSXH3/YY+p8sS37/e0LYikTvqxGL3ecrxPP5zPXXgrmWycV2AVA053cx45JOba2zlAy1T2HYkJJKSHI1yz/vI/Va66xuXY7mub9YPy4gATI2X9qkNYIsmDuZJOtwOUaZAzsihmqAldsof+IwNfnB/eXKoamnh31ffgaE8a6BUiWA19Nr8jEda659dXqeZbbZkCwYrEYkj81AXpqiLzm2oCAqpCheg4WEjwQSocjFbatNFXIpO1vOAtfZARScLv3N2pD5TO+A3r7Tq+FMQbGeUKVnxUQ2OyQSRZkSIdFAEPR/YAvOkQFuC5PBN05FTh6Z6C9sANvsgcyKYsFXyc0FuATb48GzXMUIN/XNutI24P7uQcBWndMn/u93QVrTehQHI9jr0drLVSOUev873lU+/LlAnX74U545dI0ivjFs/rFsQGkOi6W9KX79f1f3SvXTvrzPHHJofB1UhFozifZ789CU8aytkhAR65pj4OaYWuRYeLZOiSG1g6ozWzTVszB5rHWFEpUZesLEnIiy8yz+6bmmyA7VjgQADEWZTI3PIwMixVpdACBaOO6q5qAue9iMO+ZwgfB0f3pWwcu5zNmxh7cByuxOV9sHS4pDEspDa4TK1vIU/M0H8KSgGMRsEmdvDUnzkRnfQ0C/js+1F0AWDPZeLlfSObScMUpl1B2gTsElZ0EqttaEJmH1FyN1KCL3Dc9SFKRWFg2oY16b/584nid8OdX2PGWfw606Bhd4UOAND/YSv25pkKvsRoJK97HHH9wjeVryF+tmd+dQ9+M8Yi6+G9e/828qY+4sJbvHLfCSJ3n9+bor3ChPn3WX3vF947fDB55OM7XC4dWqxhRLlOFZ9XsmvyJ6tWMKhBJLvHFvKKcJCmmlz3IFQQCVRnRvaneK+YX1TKZUFrvk4CQl+BXOpvcASSR3TNYA0ZVYKkL0ZplUulYiT5qBjYK2hnf6fJwinm6BmKkwFXt4mvBQLoydUKydSAq6U+Xs4ybHUCxCH1RRLvZzr8YFNyezcRnDE3wy/Y0fPM9BTZ5duUfBQEfJof5jw/gXz8E/QHE87eOlv14/+5Hsa6A63prjtY1R35d27d850+91xatTQDJJ8XO56AteRuNug9pNwnJSpQkvi6kV0N8q/+L0iGlgM6oRT0MS2QDnmKRYAHdPiKF7DAcZnzqEelmYgw0qSniV+CT8+8CCwoyA2hZjs9XrDUn8xwQCDVuMuUIkYtf4P67f4yj0qY6/3UO2FwU94ygaPb5xOv5FcBEy+CXrArLyvaEtYYoOvxyjNcrg9HL7WavbTsoItOGLhZJv3dW/xdRHt7TTArOc6BspWnPSnel3hrmOvdGC5FNowWQQtF6bRyqsE4QhFXQElrPtonsiVIhyymWoGw9BdnDL6wQm3EGRWYEkusoE/jYlUeH7CRypfbbtXGRwVJPogAELwFasKLzep04RTCN/fZqac1s1PSSHMemgVEaVMkkNdFrL4hkCSE2eLRdSQCcY0CTDStZUVszdUZSNH65w1KXhx2C2XpxqwAJFO6DGkt7HiCD0NyPFOnARkHxAoZ6P4Ag/djdMc8zmbINtjJzRCMABWBNAYqtFuUKFVuDiFrsSnAg90zkZ80c7yVov/VdWtoFZ+K7PBAnEBnEBiiuPWeCoc4KuVfBJoFFSQe6haTHq0AfTOKZGFFQ9xLMAQLKMe74DEDzLifok7e0qO/1v5prO1BPUGn/ATZY4p4udBQd/r2PNSMdCLkeTAGaXCwZAbI4pckYQQLgFBVVpPueK/eUKXADkEwWyXHPZ5+uT/s+yqbqr7kws/0L5wu6BUUv3bpinKhUKwFyjpT2V7JkJgFy7jFkwHqwvXP5AqRz30owVpV25msFYB2ODkTj/mx0b5tBlkaediYXBGJ9saAyc85We0XrLdkge6TkOidoazDWQkafGQTc4+oSLubc2R1I3PRLIOOWDEe6OW2GXgQ8Fvd1E8AUasU+aLhkvmOzAAVA0wdE0pxCk2WZDFYk4DPG2PeDRQgad6w5E5CT23qrTPKDPPOV7aprTUx3nGPi7b3YUppx8E2jrqpjpQ3lZBWw3YOAhwgF2JsoxuK+GkHZBZgDLfB49ATYcmzupNlp5Y1Ay/a5vWcin7VkawbFVbHWwvP5ghlbGkMbbE5gTrZBNcv8gWxNkQs4hlCw2BMp9BxLkbpjsWO6lA+oApxLsgNt26xH3ADYfB/AINL4dOMCDlC6NplJqwEyCHoWiBxIofgSLv9dj28aW3KOXLIGqIeDKtTXb3ziHMn1+/cktcgDn0CnvwIcfcqmg21r25UTt5a5Aiby+YrGfqiUCkkwol5ehAWjW2W4Zcunp9ED55Y6iQrRHauzWIUQ6Exdxjk3OEOWp+0iCos/lutdjuOI2zLC8xNn2yRjyyrq5L0LRSzZc7HWwZhBZtBKvUfoBr4j9Y8Yk/onAJkFamqaarbUaWrbecZXqDVTi4WJnfeyfYxzYgXvlWW8xcegWzw8jLnzme121apYGsZuYNzgRaG8htgdQymJgHBPhnJHudX6crSWOrLhmb8OyIvFWPUF6R1uB9lCM1sWzSBLES3gi9caUqApR6kLmaCfj7iK68Au5G923vUyfDsZeI73d8LnJP3273smVUCUqFz7Vv2SVuy1z27/F4Eb1HX7zNs/imX4i+M2Nf+WnO43g0eCIO2sBdvGdlrAyqqacBKjqtEBJJK6+/DAAU9rS7+9N9+Hm63vgBf5/aou14ZzB4/q718gbjvhz6qxXa8jaqCp1YRMtrMb2eguYcar3Lal7gwONHFwwdauIV0sAHEsOGQRaApJtNQXTFi1NblADM/PN0lWFi5wA+D3qDeD28J+v2cX0+iud1TfC3weK/ev76ybdfv73hJ3OoAX8ON09CZoFhjz++Pvj3DU9afSyb4H6/Yz/ebrjI/379et9tu/Gchefy62TmSwz7YDUvQNFMXku1dAYy0T8lyo1dhjb9YQQiHT6diBXdaoUyj0OkMfE3OesBi4qIlcDEMiNcMoYhk5bje6X8KDOYjWqqUnr1Jud2MvWrxbl+Bd6Zjx598B1//uR83rO92/EuZYdObRFYiQrc/A1p+sYgL7uVpr6G1l0g7EysDFPQGeSwR9J7BZ1jU1mHV4MgRLz2flJCaIqJvNM85ZeTLcV+q10aUxZOF1njsJJPso9gLgIbuiJahKlEANucnwubOKb7lx+JWU5c+RDDgFA4RigHoGYr4cLmm9XW5qIhusIQjBwaGCbBfTPb7VqNFFXSOKYAc43sc5MBjSI4wzU/O9aUbAVolQZOXWASQLQ4ByFJt5n10iv38lzUWn1mDrjWqgQdOhE9C0FFdTjJPPR1RTz6CKFZpMU5Lk7/evgA3J4odK7EAngq0P5Q6HoMOh5Hxak5oxTZFJEwNDAkQB6zwfriFysQnG4hhJplUFEUhtHIr95govSHCQ7WtbVDsHfAVqZJVkVc/5eQvAsrFXgTCyGsM5HudUlApfsw7tLedROYrFXk8jy8meiES1V1L/tljCrABKzclrNv8inikws14YuPb7lYDDWr+/5hGd9pBjhLT4Kdj6VSviU/vQ8kgXnZW6Q8F7LorWkeCrs2U5EkAW4bgVI5sSpb2TQagwIZjZ9q9zUOMmLjfPaplQYUMN5/o1lzTX2JUVawPbnhy+C3aMpSIT+TwH0W23DCzqPYVhOdnhtLDONbpjJ+s1JlRZ1GMrMPU2XALRGzW4VFPng/e7dCr7fAFZa9nBDoC94+Uivivanro44HxH2SQj9peeG0IJzVeCJgk0IIEjrnsK1Q7JeBh5CiKClqz1ISuBjgbpANQhk0whgtilWwQ0NGhPu/hcL6oLtwCRWHzOYyRYkeARmY+c17Uu3lk/bFPyyiMBZ1ogIHAZYFGjCdvafDrmOSEebO81RSxHrzY0kUt/ENliPB0LVchNZ6XtmMi7Qxa3IlyxJlln1gYBSUvB8sEWcBUCOIbIPT2fbQLMZo3KJhv8z9ZaVBiXr/XUjQpBhOJ4vEMlNogfIOPa5VpvJHy7FjHXYSK9QcaMDQFqxxQLcudFgd0C97segRsTL8fzJZrC19R+Kld+9V2WxV/9nFvSsv+Wzz/7zsGXcd+Q1LCsVma2e1XJo1CWBO9E0JKB5MixIYAkoCQGlNRIFVwAIJbBNigzYWNgrIC0CWsdc55Yg/PKwzexIT1YsxjcCCCJcm4G486KFcvBLHIcFfCLcHaxiCF87j1bguzptXNN3hkF183IveXqjqiIXpKV2NCsbzFvXmsBbchFqRwSJePVgbUG0IttJ4BSO01wFRJKB6u+bq2x26YJW+N2yz923CtyOfLWPLmDi+F1j4DWaAdF9/Pgn6B2JrbSqCB8bjaSqiDsYEyMLCj6AlzhThCexJda35k37SDnNqhr1a7x5nHN2f2q/T63NR4g0FSvLdAp4zG+sPaQvH6+EFdbaM6yAilugNuFcyToXe+Ra+6+n7epFbffz5O69riaQvv6f1tS99sFszUFgJVI6w7ackLUokrhq7wRLSDNoGBCXWevppsWcgXdciXpICVwB5v5cfcFd9/Aus6cFF56I5X8oVJj3QEa4/+czFiIwc2R1MGaDEATBjjUALkWzdIs2cK7eQ6e1NSGtGWEbHvQ6QtjALKA985+/BPAFOBFE6JPIMcAb9mqa2RbNgRAU+DIe1Jua3vs4wJN/qnj3uZ2v5W4/XsE8PHheHs3HJ29puv37wb47mHggO75teefuwPdnXF0B5OucZKBIr5/DzNOhxlbfUxpGTnnRFgmiWDg5eFYa2JMhVqHNd/JaQEIpWdBVpEns41nGgV25h8RwekTA4NUczXahwuojZQuCIDgsA7ASSuPBD/XBRgAyCrGzWkMsheTCn4QTMDZ6pJVyHw15/4fYDDoJY4Zni2JzWAWEHQ8vzpbPyDQ9sDj7R3j9YGP8cJYJ9seQuGu6L0Bb4H50wfXpsYmwVhMtFesDBCYGPlciDnJPDGlXlZWWpDAtari8eDnipFN4g489UVcKMVAK8mo9t3zeaI/WMWXAqgTuKCQIBk6vhy26KJWtrCmtakAAAMPxoQFOF6B9d64VvEPr0Q80s5+rbWDrZoknkyEIlmhkgapVk4aEQSEelGvEx/PE/3tnYCpdQZQwrV6JugiuJg/3hzdjUnzVeLNtbBChARJBYAlVTpbl+ekZbiKbwez+x5OZzAGP+6eWgGOt7d3iDLhr9h0gS5RMSJx2EAIe/lbz8LC3ucyOckgoSlBNFWKBCNBKZ+KaAQdy72nTCL4KNbe+EVY3bPHAxBcLl0ZNO17gSRn5ImXHh6qKl6PsMCiqGT9WgN3YOOONQfXlSDzIqL2ZAZ1AGCLmkNwyVbQBXHC+HSoQ0btIKNJgmMgQQKBUCdFsBOGumZqolxnhn0pcQVF1YaTy9blRvP7HolRoipgnOOfz1utXDiDGnarGAw5R9Mpth2W7Q7AWj01KZgVESwyuFfFlz/LvJgV6rmwJoUWqzWs7Mhbv1oo1xwYz5HjtSqaHB/V3tYsHQNpNZbak4FSK4kae1mZVjUcD4XawQAfyVzMradZ6TfFnucCoDeFm2IagEFAUGICBwXhyZ4KkmbvrUB6Ca+LApLiSrX/8fNXjhveG8m1h0CYwJGgOKqASWfHzRg3Q3880B4Hbdtbp+NamiFUorIL/EH7appmXPuuKTWSIJ5zP2i5nOCiwBl3H6mfZ2mUEWT0ICwtx9kmOXdbmWNlOf1aOuN2i2yDbUg2GURQ7sH11AVsh7fNWnDMkWCeO2IqMB1PpHD/WxZzVLlkVOsvuI+oLMjK14RigaxPFWWLWQARdNoMDBR4MObAUoOJJVDVIOlsy64GYcyU4t5AFiHyEBXYDnavZOouWvv2/g9Mnr3E+Bmjh95aYX3AQpJhyjGUpcLLCtsDviZEexYLIzvnPduP/gDgEYDPABL2WlwgYxXlyUbka77bFpNJb7XY7DX9+hjco+wiBNSx14xv39cKIAJBDvjOVz4VC4O/LwIsNbqrJfWQIuuS+bKmZmjmmKoQDM4l0O1QBWRTQuEW0KVYtliUU4UsTbF06gsqAGRhUVPiBJCcx1ksyXigHHY9meSiGZdV3pr7eNN0SC7dVNG9f5b5BoElgXsBZfnEUkesWYPAdlxW7uUMCfW68ci9BqBL8xw450BLMoiaQrtBfPJeekrMZEfQcuogmyrMHCaKOYHlE2NO6KK7ZFPbMhcejLUql94O6gW0SBbyqpgWDsWCiWCI7xg2byIUjPEvDZ/M77PoiywQgLgTPk2/HJYBFj8LC7ovl4yG9h3eyWGBdXX/7m9241XfgJn6Dv8d93MOxgMF7EMvdr0HaNoCuRFjuXZiMXcoos0vZ9EvD8n1slxM67co1/Mb3gB/C3gk9XCRATHR+Kp6YFeobNsQaoFCZqRbIQARjNdJoeB+QFsm0TmoGoCvr4HeyJyYVTEJoPUOdNuV0ko6eDP4ty9OUhHZNq7S2DfOStUNPHLHCgNwclPJ6tOcFKU16wkgYcb0l2kAAQAASURBVA+WVX3OqWPBG25kicwFEcXwlW50rC6KsErXD8fXPzN+jyCLcuXirUrtEY8LAEEAL6QOUbCtzZTg0Q8tW6j8+65qwDU/vhdCz9tr/6mx4gA+zoWfn/jNA+v3OH4Q3sNDk4Hl+KvAWOBiKQk+34v6euV9j8kXFwOHa5bckjBHjIlQQxcmt2w9cMQADlNop2OUgFVibir8vBL8rMpd8fqs2pNyQem948uXLwQdMvDTuMbzOQbpnV8UXbMiGimi5wPn6yR9OgLNjqRwFpMiF7u42DScV0Xvr7vnn17zex8fz9feGGGGIy3uo3raAcx1AvNEzBNrzWtTCFZrez/w/uUHjNeJ53wxKRZuAI7ADNpaezJAuPZIJu7lbMTg8PbIkCENHo8H/vSnH2HWMKfj4+MJ64bDDI9Hx8di9WTMhTZOnOeJtYLVXmMJXbLqTzCaldQ1HeqBoRPRGpooqcV7zSJwNGYJXCcjQGn9XGsTGRtsveRe63t9Kx0pAvyBWILjOHaLJJk6pbFFQFLEKDIOUvXDHWMFVgAP6xBraAeTiVktS3NRgDxqk2SStbpCblYBvhwjJiSoZ2HGzVN9Ybhj+EIcD7akRcCVa0F47M2xWePntLRUDrZsISZEX0wMwVYsJuFkBPDUJHVWcvN1TzFZYDwHJNJUIRKoWw60BxQEDs0U/WiYa2HMAT3ZxlCFDwZUCzEuLS22OrbdQjRWOqVpjbFM7yXbWJsxkF5sWwEA1UmWiMkGkADHGryv1pRGVFZaWtz73BeayV5jIJ52uIIrXy/eqiDWibkA1WDAW63kUAIXNVIiX19nr8WMkp2I3NsGsav/kYEWn+ViPH61dAcQLr/Qsfk9Dq5LLZ+L808AkJ7zaqUorzJhXQvWBCpkMHoyI5iMZYrq2XZ6Y6SJGGANHXS2KT6aZqXXHVA4LGLvFyKKJg0hE601xldgi9uYM13M6tldAS+1KMhkWyfBFEhLkIO267Fwtb+JwEDnRmkEB8pBt1rGuOddEfulw0IQ5mgGNGqDQISirq+f8XoF2yaTiQQQMAj7wrbgqNIRDweTrmJKcSjxw8oUSpy6H9UmqbmfZFcZn6UYVEuv7IrYd0VdyNzzFSjVoN4cJhPzXHg9XzifJ62mrSF84pwD58cT58czwaBIJ6eMvYOfmRkb1giuFxGwaMkAvRL1ANk0kIDl8w0JAuQRGXvTVfHj+WcW0yw1UZYTkAvmmdUCU61+yxdS7hSigYiF+Pgg4/nRUTx63p9s3nPqpbg0lJS4ZOkzsiOxtcZb6Y41XnCfKF06d0fMQetwbWh9AKnvJ6LorcPCUSLklRSvWIAqjJUgrpO/giuPMQCwUMLWY7ZksyOCN3fEwMLiWhhBhuVcaE7XJ3ECl2NOrKPDtCEMKFHjP1wMnWPmRmi4dHuAT2DSTmyBay3GBSjdV4n99ncmxG1J5rcYv4r0BJ+vF4XGPjfNzzBTzFv1+tP+gIrNS7ggmTRRGEmKb5dQcyNTENlmrbkHIdna0hXmkeAu2yVFDRgnRCckWhaFeM+I7xRbNBDTEe0W50ekcxnb40SygC2pNZdOpP3tkWt0tpyrwTSwbCXTkDHWKhfWIJCAYLeMamRbf0N4YAbQkqKot5Zxvjg7JWIhJsg4AnDOidMn28Rax9uXL9CuWK/JGeu5z/jAdIJACsWPpvgIwci1/VxkK1lE5ivBBRYOlTQdEWqA8eo5iiqvEkG25gOyOHcjZrYGZg6WTLLSRAKyIIbF6P1WdNwgSS0P+XkqWpyTO+l0j63Cm7brdBWBbiO2gCTN94B+Rkhr6KsoPNmX7GSodfvW3hm48isBfJY+FS7GWxZMJoRg+5oXllK/+h2g99ujCsrf05/7a8dvBo++fHngvQXMBw5Z6BawrJa/vb2RkVI3PZ0LzBSSzjt5lnw4GZBHLu7hvhX5AeBxPEhR3RfH3sqIwHiNbIugRsCunEgFAmwbE2UljlQ9bBc26tIwIC4diWYHRCY8sqd1IVlOfO3V3pZDLZKKmCiviqKp0HhmGuY8yUaIZGqo4HE8sL5MzFdVIOi2Vke1cfug09lEtqO1tMXOIHkzf7jm4QcBcAKvqAaC66hBLbev655+q3f0a4cH8B9+IiDzR9r07tdyPzrojqbC+zsC+AG8xrvzXMN1D+T2t3zzXqWxuBwYC5BJgfOPD0Dbk+PZDNInF/sSwNWyGOV7jUU3QuyxmsAiSPP3yNSg+vbBZIsVE8vNW9BNcXz5grIU3uCRB+aYWEFr7jEGJgaKu8TFyFPcTpMl9wRmBTTUaZljoKjVbD167N+vTbEW1T+CIC1wC1zynNZMoMUXMJ9Jd38h1hPwCTXF8XZgzGML4rd+UHOkNfTWMJrCM3lHVsHVFM+PE4iJbeFrhuPxgCS9do5FsWiNPZiKBVHOXisoEqtKQc3H4w3jHDhfC+Pk5nyeE9aUAY9LJomGWBNjBcwXN9wgYDBWCglDad2N2FUN3hO2TorpXn817ZxVGJg3a7T6dmrEVSJoWf3ZbkYSSVOmVayEYwbB9HJ8ssbfPV9ra7uoGR7vP2DMCbRGAEkMmBMvTw0vELhQVYTmnB0LTQXH4wFP4FOlrKOvAgOCG/Jwhwqp30f2p7fW0FWoHafcjLUZARnJ6pYvrEnQxPpkYKvVDhl4vWipy5YzVukQdMNakxo7BQQwIU5rdhGEJnDUDEfvZLgBGGNdFraTQU/p3TQkmyMY8DoCS7J9I7CTfU+Nn3AH5oT2Y+sYrTWx5gsBMhzCaGG8K5CZpc9xAnHAmqG1q59/pw9S64gnUNgAjdQbYTXM58BrnPAAzhmw44EfTClwDIevAUOK127UKd83AU1JVkhU9LZXZUEzAQ7FCUVzweNNEM8n3r/U3K892SBiuNp9f79DlFR9UQaohoBZbDbWK9sqX6cjYl7AtAYCDeXk5ABer1feCdlgLyBQ6wglI0yPAy1YBPPUtKMwN1ta1ZHJAtCa4a0fcKe/aLUvVSVSM6i8cU05j4VtE3DDXILpacChBukPFjnSRKDGWbHEGGRTYHiMRdv0YgruQOS2uwdSJ9OA48AQyRjNdwIDUFQcntoVcQuESUdkgS+AuSbEee3sE2eF29vE2Ev22iyW2mN3sSR1vegK1KHpkrmSmMF4KvJeCcLusqupzSaAmKB1ozuusiVOTjIk9OgwD4SypZGs1QdUjfvEecKHwMTQWgpbjxMfryfO88mWNXDMmBn+9b/7N/jTn37A6RPP50lNNBVAaf19HAfd+DSBIGe7joEx9ozA8/XCGAO9d5gZ/vTjj5jn2HoksRjLkGm1YCj9KoFII9tIEzCq1tlgS3csh3m2PFfBRQSqDWMQcAUmqAnMZDrSYdnHpJ5Ko8utCDXsXvNkC40mb84DuhKMjyB7LYMzFrmNrTmjSrGx58K3mn/zJN+fzsYs1jRNh8wawc5nvP6//xHTGuzLA4/3NzyapZff7782fcsOysUHgdjPD8COV79NLD+BSN987/YhF9hZn5eJauViBa5EgUdVOADD5XLGln2OdboFHBUEcP2McTuLO6LGNnRDAkigeYPm3gxle6YMJv4qOS/5e229IMswxRAgEE5x2NhFQ6kTDIIdPrnGzIxDPZmPXQUJYZOAIBO6yDxt2mGidHPc95OsTDnIbIuUXGDrZECXwDVlMm5aPNTpbdAGxo8eNGrJ1nqNYqMLkEXAiIkA3WGtcc+uZxJI11oIfCzEoj4kzckW1uskEHw8IOboNoA2ob4wg8BLkw5oGqEAdPoMIXtv3sZOrt2ea2C1Vi/3nP+ODjIQt0RCN6CnWH4syGKcr9E428RZupNsBaz2+dvzE8gu1OCON6GKQAWupA7aHoPYoYoA6Tjs6Nb33LjHU4HqAkCCC5rzJPGQgqQikiieUhvrTB02ICl1n8Y8maH4q0fFc/ff+8VrfiOA9Ns1jxLtgpbiEelgxToKyVafBHDmmnAXNJSgGBjQSb8AHzCQ8I2yXSdtza4AMh/atnz+dCiWL8zB1oHjcaTAItXX394fn0AP3vegq0zSwZmMVC+5JsXNsdbIRf56uM1obbvEIdWOJxx6ZgzC+rvhfD0xTra61CooQqv3tYDXi2Bb0cpz7iNJBljBBfDrBP4hbeLd05VtAM9xtVx1odHXCDKV4nat9yFyB5BuuNVvOs4/Bk4A4Go3q+tTAO8AHgEc6WQ3s0+tSb6+uknwSzDt20lgALoBP74DXz/4THoj40twAX+vZ8BsovUT7dGATOYQTL5bSytvM7wiMLzcNoQ0dXYuJ9sIHBgoBDYD0NReUVjOQdJQPTIgquRWBdJaTUCMMVPYlOg9Ac6cOyrJcKjPydOuiVILni/4fAJBa1toAhKgDo7dFeF+x0OC9qJNKQoNX3AfMDi6OpZNTGGveswJk7QdL1G/7Aet1qhC4dkXz/VpFRMrktmwAZSG4zgAEZwn3dPmJBhA7QtAXTHXwvP5RFu+bT5Lk4ngQAp0ZrXTnR/kNqGoyvfCyLUrNIeQEGDySJeONbMKhQSPWD0XNRyda+pYE2OctFaNQD86wX58BlK1wE6A7WD59VoL/vGB0Tv6o+M4uKbTMnnslowFwfH2YMIzBsQVj8cBDcChW3R+zolQ5FhmC4dk0I98r+mR41eqpk3b6zkpfh1OdqwKIhbbhF8npCveUkeqqUBR95dFhpr8yx2vc+FxPNBC8PrHn7G+PCgyLQJE4PWRq2bMXVS4XEiLKRWZXMv+H/JvAjOsVJ7jxFqOx2FcO4S6adNLqBu7HZwM2YotAn5OMhLANq+QBH/XpDBkOEQOgt4JKlE4XW5W8UyI11y8h4PtJGakirMexmtrJmjWGMSWvkiUXyXZvEV1j3QjhHb4HPjLmng8P3A8vsCON8RytOMNhgWYVRjFa3a2CaoEaIOdOkwZoC0PzJV6KX6jpeec28Kat2Dz9z4O424lmDAJjkENBtw+MMbHZt8QPGNAHMZxzEp6wGRizWQ5m2SVmsySBUmb7QRpAEDA6rPWMwLcB3wuzHQmJHj9wJgjta9qT2C8Vyy9q20ywYCs+AIA1ODJEDRteGRhbyzuNTRz4LhfIZBc22rdCw8gmeERKzVCstrMhRfi63IfCiCWY54D0hvXYVMsyXHXLlcsyVYbJqxM2swortxbA4I6blXgJVt5YfnEjMEGGQX10lRwNMFcLEoWQK6mWJJ78D3mDiaoACCNAJM4gEV90GYEF6KdMA+IG0xbgjV0SIITRKeWnm3mRa1HDsfyLKoGBZl9MwsInPSDTfzLyzGS76mNsbSZwuYJb8YwV5lwKxgLr/xMpAPa8+tXspuH79g2AGgE4ANzTIyvHUd/x9EPsl7XE2KCt/7OZ5z3iYlpxv9z0dhh6xcxmV3jxUIECI7mysBxJYKZgYyCQBmEa95KtiWqPUmqhS0LdsvZ6hJkQFR75nlScLkEiasZOEcHVAXnYDubiaJr488MGyQMMKZvYjjtEw0559HF4Pq9j51E1qIB5jPTJ6y6TeJ6LcHfuK4nf0aWqG9A5w4S4bbG/9o5SKXVFXveTqvA8++/QwF9yLWSh2rbLnEAY9kItsZKUC8nEiCmXNk7yJTLNwnGTOIBbY4YORLcEKtDjAwY6w3rHBCT3WkDANYEc55b+xD73HwXhOhIK3CbQHT+rpH5GchAUwS9H2itQdXQkhW6iQw20FeDtIE1Jluc3ZMw0SHiaMcj12vNuIKxxVgLGsWDIhvIk9V1HJ1zM/WdSODoOCOAMVFrCotTizIahmTWspBXMaQhTYOSiVMFErPGgvdc0JYgmRTbm2SN7Uq3GBcAgkfqSpkZ5Sl6Qzuy9Tvju8BETIXYgvlCBBmNGmB+TwQRUAL8CBZ0XK7nFdukptAl2WBatYj5fQ7dx6QImUBJQCEoVFDAbSTXQJeaAbnHbQAJ2DTJ/L1iPfHXOfC3e+XdWOfTmnN9fb3v/7DjN4NH1jpEAU1nncgqbzmabc2RfH25My0RWN2VXKAiE7KIorLprjpCKL4ZSOQx37F6b7dQV4bnK9srrBmOo22nFVG2Bngm2Kg18IYkqTWc4wUKGrN9A3CIM3CiCw92oCYQSCY2yLPiG0tuorQ6jnQHGScndFnpDg/MBB5m+tirJl06gEVxf7awOSf5BEjpzftXmi6Bq1D3jnSJF0AceOJvGxv1eH7v477F/LWwX3CxhopOGOB9mRkz1EZSy2I50sk375G4Hb+nZH/1xj8ayWKqZwSuf9kqDYAgzescONxvyXfkONbUQTiw5sQY2fsqClYKrsBCAUTqJ+0qF4oSmQAsUqw9QGDBSxTZkimSrS0i+Pj6lUyE7OVwoWNbaRbEbYH/DDfesCtwjpoIwfHIvuqQbL34Jx7o3+uotSWznwi2gC0smKU7pFMg0edECJW+RITVTtCufIxXAo+eFXuC4GtdIodv7wcidT7MjFR5s72Ibz0i5BhUAzukAq/niTE9NYS4IY85cJ6v1K7h7y0nu8Q9aH2dl+nZVlsBgGRrRTluiAC9B44UbJVsnfJFgODnr0Dv3ADNFM3ozDXH3C0mvRkwqG8lEVz38zlLcO2nrt3CyuBQlZ+BoOMaq7BIy3pNRiqdl8TqegwIWuYu51RgFiK7NaOEbCvYW6J7zDKmzfaurKSrCQwG1oDTdUsBffsRaJbGAEF3IFt4nhPjle5rqXdUw3rOBUNAUwxXIvD8yDYKYXtFb0zkPYXpRIJVPt52mIDtDhGwR0NLSGZOOpeqGf70px/RHg+256XQLYOVgGjbAElEwIUiyjI9n90ABKnDUdpFjjFjxzvlJNflxoDY986TgegYc5DBFY7jOMhSg8DXxJiAmBEY2+0rJbK+yNAbCyvKEQYImzgebzCnYO/UEwGF9QKEHBL6eQ2J+wp9gWWoYKqAtJUU9bjNi2JAZFxSotm/92GN2nPMyRb18rIXKKUhM/aRndSrtmxZC7iQahxrwIyMNdUDIh1Ay0ryFUMhkyE+J0CEbfhjfmCOEzInjtbQs322RPsp1p26ZiF4Ox4AIu2k6xnwhO+CnaXFUWvSKqDUrjXSGvWAKBKODfwVQGGV4tVCVwj9op7cGpPOZItgkifLD2bZssadl4lHJJPQtzbItelz/jVtsEbNJM2ycXjFcsg1JltOg8xRTTCzdeoUiilcA+5k+ZhkW++OZckg389VueeH555jZAGGU9gZKmjtwHFMnC9ag4sFVBtB8dAsqAZ671zzMsahyG2kZAMvmO2pmo5QjtfzReaHCI4HE61IcCukdFgAuG6gbYlky5xma+Jiwg1NvZJkqCLHnhr8Ifjhxx/J3h0TY7Gg0vsbxBTjTB3AbNFx0OmqmeGwhlyZeF6xMH3iiAVJBkHlA6Y0twjYjpkBT6e5E+5ja89oXmep5YR77mU3tlT4bh/i3OHXSwBMh7nDt0BwARbcf1YWDCRwCU6D84lOU7d1rvKXctL7ox33REA+J8aVg+0kugAC6C9e971D9n++97E3Bkd9nedzZzbhBlzdgaZv8xfRhj3563ciWz5ujA0B4Eox+k/aT+FkZqeOoYGFoeUcCwG6JIoEoin6HWxfDl9g2+Via3F1z0wXKMgwLY1g9wWsiViTua/a1s9lm1TNyXSvTK8Ejl/m0kmco/OjOwtbnRFHPw4Uy6/kCFawTb9Z7h96PX41hS8WMlq2kquxvewfv/5HIBwj9RartazaHD3lFDLVZ/stkG1pn9nOn6QlUq9FrdrYOadHOtdGajUCuZ+oJN01UptS0i2TbFa4QmNxffYJXQrDO9limLsIjzIi8QAyNpUSiax9zhkfbnQjyJAU4x7BXSU2MMacLLO17xTY5f6VXFvUPe+6TYydB15j/gayovLa/K9c8++72mSIbUbx7VnV3P6tad3fIJhNdXeEAn71cOZfgJboNR/+KkFAKRp5ZCVI6i7sBI1FFtLpBJfjjtwcDurG3kGBuhlFqRSh9oYHKYnU8ljY9OU834KpPSevwWmNnIelan5s8CoryAGssTDPrHbjelC0XqSA4TxPrGQh+GYxrayeAmOQRaRakxWk5FauD96mBqBHArZOYsp0MiaBC2AZQSBJwRa33hUfL9+vux+/HMp/HOBIcQ3Iu47Tt8eOMXFNumq/q/7mujcFDO2e1W/e6xO5IhlG/eB5hCPR9PyT5KIvX4AffjRYB6yTwr4CaKJojweOxzusPxCiCFWMfKAEJy8QtK5gt4mJbByEIE2kPgMF6SQXDgfbspDj01ELHRcPS2SLG1bsJHze3Ie4yFyL0F4XCwzNPlzmB/l+mmGCR53Frz/Qv+PB62Dl3CXbahYbFTXWbv0o58NIVcu9FDkBlOfHSUA6EwZEgeOXIN3b+xuwkO4USXfHlay68x5HUMiaIt1soTnPwapNgngCIfgoZ1bA+UzpoKZZeR2ApPWoCnUr7Nrp74J91UZYmkfFLmEyXZBzOTIgmWwZrkfsNreIm414JLITV7DFVsu6xglf2AAHhUt5fr5WutYoq+39gPWDSYd2wAjOM0Gl81DdF0+wL4qiDWDJYlvD7brOiASxruCkBOfVFK0dTGqiBHpzTgVwjpWg6w10mIGhZLK8vq50LDGIAueLrciW1PNiF+k96Q0G09BsNQTb3GKcu51tjoHX64UjBcWbKVt4cp+AcC2g/kbeW+fCpktgAOYyxIwr6Iu4APVsP+Uel0FGApy+WBy5B+gFukSwYj/VQB2RdHGJSvhzb0WuCUKQi+Aqx56K4BwDcy70/uD4B/YcrM+rtUo/LcpyLdS32c0LkB0zVEojuValHmYKSfPrAil+70OVWl2RwGqB1rkApx17FtFUoO1emLravGItiPZsE7wF4sFXSTFSBFkII7sFMrOdz4FIW2pJ8E+U7GsvN6gSGSdo4GsRZHCy2Xg9iiZsA/vp+cHAHgQUyH5Eto3lZzQCNWTXUki9nL+8kvdYWFM+7c+SAf1KeQEKGEYm6GzFm68Tkm1bTB5StL4JXcZSr6belfcS1/6rCkm2Wz2PfUiOcQ7+vUZavVE6m9Y2HlmDZnNJ2l7Xz6KYpBu+BpIxJUvZ4axANENrB1SfSSvFBkB4GclSTg2UvWcHMtaM/ZwAzdZqyYJqIIyMgt46+tEpap9rLa8vb7wCEozZmzDkl2Zo8gDMsHACJxkJqAKMEBDRh6E1Fn+Xc+2TdCHl/S2dvFyzgwLSKwS+9bkcwILJxHF0sklVqNnXDxxvb+hvD3YZTNkB8jgXzkUAXjUBTF/ZupTUfmaKe48rZmvFWUIMjPbjOWNDL82/K47L1vggW00zPzByyQEk00kuYHjnPyI79vi9j4tFUUV5oCbCnaHwbUtRxaz18k8Aj/zii/279V5SoA7u864S4/rZpxPF9YG3s6+EfUej13lWZs7tTjgvkQlCjoFckXNeJeC0z0sAUXi8Q+wDdnQcwvxriaSDK00k6n3JT0s9OmdBCEKheyRgscWxaxUvJq0HXBeghplFHXb7XOOumIWSe284YwpVxgKBBWhkkbtdItn5/itZujMcYzwhOPK6dTOSJGosSAKqWZQThYlRaynNTXDbF6Tyeb3GjBT7q5B4XO2PtQ8UYHOB7NUunHFDJYfKfQ65HniwXTbAvd58QdzhqtAWiIG9VgOBsK9ob1/28BDNe4sLyKrr3uMrEY3Ifa7a90OuuSISl3FZyYmgtGs/wzSftpjrY/5qDr6Hfm5gBdzWtz690R7/33xgINe82+/f5tgFy/z2mOk3g0fb5rsCn5C8maRG0+XAtvCU538kBTpZXbkEfH9xjlKJyb6KT1VHZDBxF1FDvr5ovJnv3c6ZiOcF8Fzvuy20AzCTRGUJcHVTmDa4AHYTygs41pyYg9pIBSpG3vSZLjm7XYiXheUL5zmpQJ/Brec1O642NQeu9gTwNvfYY+ZayPFZp2jkzw3AFwV+fGsQX/jLWH+VwfOf4jDLbqv/FO8F4MivGT5cx/06Cly5A0MBahTFN9+rQ25/vndkTsrAwa4PV9t7CMXKG/D+A/Djnw5S2lujRTUEYg3WH2j9AWlHtllQ3BdIRsXtrCphlQxqLKtRleBW4Kv73wxY72y8zUzAtegJQEHPJuzvXY4FtqawMpABUAbi+MUSx9PkZ0nlMTn3FeTfK345iX+vowAecDP3BZkTwMAQbihlqQ4UCMdkhUnGxDhnahkAZIZlEJ2BHkE5Q+8N0jTXP262cxF8ohB3Vr4Ruw3OlI5Da62kLOdmCaU4rUwUUBURpB4jq9Nzws0gKe2uWW1HbtTYYwNbgNbdYRnQlCMMCvDJ5LACJMlNHxEJ1nh+/jf7j1RCeDmdeQZha4MbF3uUT4XvK6poSm0oaw1rTlaPgBTzJt2aQWmOxgL61qVNEZY6JJk8ryCz1autISmcFqz8t9bQ2iNBhAvE98U2zPOcfDZVGc49bYFr8us5IMoEWk0wh6f2EJ1URmrK9J3AIitY1z5WDNp1Dupd+cKcg61iphjj3MynAuXcHS6Cea7dHlRgpgidliAn87w8d+qnAaUNSB0o3je2vOQzuY2zSmQDoGhvMHBfyzMIzf1d7BYAShY45PqekgVkqmit43yyPUoitQYT8EjuLmI5ndZyLduVPgAlQo9MfO9rZDmzoiApqT0/cAHEuWzW8vk7H5bxzsTtPIu+D6BcjCgDxXFba9kdzGVAFduILiJ2tZPLM9dpSQY3GT98rQ6uP9zjdCdulsCBR+pl1VPVK6ZS1QSvMtlKcFjU8PWc3AOzqs7nSIYNK+QEPtYKiGR7YcVIfu04EYEG7lkV/n4CHCOLiip0JlyWUgUDTYyOokvhuuCTINJc6fiX53xv1dyBszAJAYTV2B0k3JIEBSKZhRHp6OPKije4P2hVAcGlSur9NdNDZ2lLg+fj4GtEke5OOQ9cgZE6SUoQQpTnxZZkFicj29nilgiQYZiFh3p+km0q1Q4PIIItxq11aNhO3ryAZmVsr5kELaQFdmtsT54HXameL5ob3AERFWgyZWkrLruVuAwBivl8tfkxDl9rQFYjqyu4j5stPPSRbCeku92B4+1AS3ak5fOak+vqmHTO6q3BJOCxUM5SyuwWESv3FgrWR4KYdGnDtkmPKGUTnid539U6COrKTd63mTHYDiJB8EgbA8hqS69W4L8lSfsXOwQECm4AVx17j5BbTvZrx3cv5Q4KYQMG+71qma/f//QRv/jGLz/knntVfnj7rdqjNqMpzyey2LffptYBOHUJszUyAhlnKJY8YPGEySWQfwLZAsIcN5wi9OKxmd4EdNfWjitXwEhGpNwSyAi2gc7skRipKVS6k4Chd54/L0ewF6zMwcVKSzDXpmTSsHAGxkvJpmfM+gGTRaZrdMzgem0hdDOEAFEutwuhnvtB7CKAoIgbvJCtAbTvbz6PW8YmGWuxIBs7wKz8XyC7rbrZFRdQp03z2VQHxQLmYIy5GnQtWE8NwHmdEz83YP2N52sJ6Cpn9dapE610Z/+9BywqZpZrPLP6msXUSyPq148rR4v7V3cw9ttj5/1XATT2Dz7BUahxLt98DouYF4v9uidyfcQGYn/b8ZvBI+pYXBeB3DQFrAisiP0wAHCTBS7kNAeZbsGn22MRwSVIVVXs2/249/EVclAXLgK5VY55p65e/d2bD9xAoNys5boOX0CZHW4thahFNCf38v17KpYbEytiC2xhkjnQhEEOPDB94PUa+MtfFvwEfNbkIQnhNYDnyb8hycyuB5h/+wKkAUcav2EAP92fTf69kNpEqvjxR8NP//jEbuj/FzhUgfd3wU8//af7jDt4VK1mAFvx6rgNgV987z5sgM9so2+Jwvusaz+T649K4keVdCXj1Z0/653iw56bCbUo2G5znickxc1nBFYj7VMyyLwL/QUcZegnLltcGdnXqsn2EXdMF1LPLVlvKsRx4koDJbin9NJ+iEhb34DoughFGRxIXrjcVvz91QZaa5OvVUyuV/4RYqCcgz5ZCZJYCJ9ADFKOg/LzogSKNQBFJMg9Mce5reHz5gBACoZHJtdMsEWy/SfFqilGPVOs3FNHosHD8RwvzEENIH1Phtpke9RaDBaOx4OBca6bPiedtMLx6A+s1JHwWTbSNT5zc8jkqraRVoljtdKlO5spNa8upso12KnrxMQmMgHVBAP2mh5B5ik0tSU8GaLFHuBA2IKTEFjvmDPBo6OjHUcOnXQJNE1dKEPgctys6gh8IfwFJEhSQrWqQCTjpWU1TsUoXC+sFAGemlaR67ZwjKzAHIM6KeGAa9KeLStFDMBCdLcgs/WZjFtVgq5kuSxMceDR81ZSTLI1IBpBw2rRWjEuplcQJFpz4s//+GdqTvWO3g9oV3y8npiDdtua7xvIdQMLUwTuC2/9gAlbt8+TgFTrZHms3K9NKTasalvjaznBgmI0mRqkWVYSJYsbnq0yudZV+17t+9oI8IjSsc4CvTX01vHx9YnlpKDvtiWtzStZgplk5wzGDnoSgNCs0vJeZQXQQX0Swh4QzAsM8NrVkzmXVbbf+7hTxz3XfEtgqFrCitVMADeT6WRMAthtm4jFYDnIZFzZ9qcBuFPv7V41/RyQ1/kYgTdcld8CfiQ1OzRZ5KcgASa2AuzqNZLNnewzzRbYli1ONUZUFWtOvM7nZiOudPq6F0BcHI/jgWIPFIAMsK3MRaBNNkjlnknQHEA0Mv+WY8nKvUmxVrZQ3MEj8H3ncujMvVhk7+FkuCBlC5JtxSmRCWqyYtyhcYFxZpbP8pc5cEXNKsXWKHYmASE9Giv2J+OLl068bOFQxhcFkntMYAAzk9J9vpsdHyg5iQKduMYsSMuzcsvWZ8awLTVHomkaZ1RbmKQ1duCVuqBHo75IV8FYk5TsPA8kqBIQ9Ebdz1WxcgJH1gyYkuDRQiSgExHweZIpOQ39eNBiPHOCVfc8JsIbkDG3rIW1JvrxwBwJfCZTaoHthAqOS0uxSnenWcVki5DMamPKIKo3tAf3pIhst51jM0AFmrqkBOM9AJeZCTpjTc9xVmvbCuS+m0HlfXr+zscGfUW+Gbh/2/EpWZZ/5hvlEK73+GuAFXf4e4Hrl+1BqxLsAo7qldkeL7tPHgli0OSExQsBJ37yTm4ZtaqmIZRRG+1FKQQJp9D15J91DozpaAKYyu4cUC93Sr4nwRPO3bmo7egRmCPb+a1czhsiGdxbdxCx07sQAYzdQZKAmOsbIhaBEQXb3oVzYIwX9xp3mFM/rRhYlTVZ3kdf1ZqZn+u+gYjK642ZDFQ8za8KSPJkS2W4mVRj7hEZv4J6d+4GUe5ha/HvH46OD290dAun8VGkm/Ug078AQI+FJoL26NlImSLgLghni7CvNJqRdGlsVRzmvrGxjT385MaETl2rTZe+WMTi32SkudZvbCjHYlSCtod8rt9x+71vx7vU22Uh6TbuP7WmGYsgNRXuv1c6pJ8YL/fTLYbX37Au/Wbw6DDD4xDI/5+5v+m1LFm2BaFh5u5zrR2R5+PeqqfHq0c9SgWiQwt6iAaig/gJ/CKa/AvaSNAuqQAVnWqUCiTER0no8fHefcW995yTJyP2WtPdzWgMM/e5d0TmiXO/MmdqZ0SsvdZcc/p0NzcbNmxYD7QwUVUIxBvGZEecVVGxNs63W+r7sYk1gGytaUw58TeON1mjq7q/w1aJhLhykYTe0YzJxAmc43EBjnJwI0snYA12OhJuzKrPcJbkMqiqBXpQBNL6gM3IIs+Jl/sHfP7dKwSG5+sTf/z+M3744Yn+5H1mEt2Mgs7nZAmbg13VBhtKoIN/Zila+mkqBCR+7Pk6gIcD/+Z3D/z2vufJP9YhAI52gDLdf78jwR9RMrbb3B3RDG+FwAGEVOt1W/gSOFoBdZ773fso5MZfqJBZRICBgtnnACabdqygfRLoxvk8UW6kZ6tQvLGSN4rzaYCeNGgSFNdyrMl/ceXXBakINx7PbjeJuWZdsaIoW+BOy7bpEk5ROo8xNqrUyrEtIAsQQJDU1I7W6suoXTfrC2BkZktHamVUL2DBL+FwczJUIICEMxggnFvnpqLRYUdBR3R6gMUWzBMHZKLIDefZUSbFMUsrqCoRDBfca8UPn16ZWVeKBbdSMcukuGLQ1rUWvLQXZJmBaAn+NGvuT3TUesCGQ6TiOFjHnUL9cwbl2cPpxVybnGgEPAgWh1HvqFY66u1g+2UyFwiMlwBeWIEW1FoXsAIfmNOgtaKqInVlpJRgtugOnBBrjl4ECmN9BG+GyQSEJlCp+P78DLijGideD9r07Wb4+PEDijrOpxOoEyU40gdGfwKY7Cg2Ldihc2dJRVGqQFBhMKjWaPkK0KniOrHJDHOtNQSEAakV5xgUQS9kgGVdOxTQQfvsHmPhxkdngoSg1/cYyx2P4wbF7rh2HBVHKyhFg0mieJ2vBEKc2e1f/+Y3UAE+/fAJtTV8953gOBoKFMOBDy93tvQ++wI3Jda7HA1DMgvIMrVpBq2Ko1aU1CVxgneeFFcAcIFIWSLaUgpKO3iO1BgwAqwQRW0NAkEtja20i+ykkABHazyHKNS4J4gYu8rVgqoFLoXufow5/Vn+x6QR5yaCGUMByNCuEY8y4tRfEKB7dIYke4AzkEGmzY7+fKKPa8rh5z021XyzRcbJcjZmvml/J5z+BDyAWAJpJR3kWO8DwkxwOoY+2WXW5/J3HA6VAfcBZIDjUVblBB7yWdI+pKA6O/ocra05w2Q5wUubhm6dyZJMighgEsCup5/DuXe7UfMPYHCdbA+V6D54HKiHEBeYXLN2UgB6uuNWKoGOSZA+9Snu9UBtFVOirEkK3BVnF5h10LlfDyCCfCNroJ+7zbYArhwD0wKrAAa9B7/udSqYIdCcAZpGTXuW+cZXAbZZfQAoJWQOzfkf75tmq+xVVNHqwY5mYUt3DOJ4zBMprj5hZD8pABlQmWhwWEz5SIhjjIFWG1S5/mwSFDHf2k+tNjxPh52hiTImpEx0Z1cmd8Pz7JjmUQZMFrW2OEfejAhqu/F+EbpNSoC5qMCjQ/JiayH9iyhfiTI2sjk82rKHEHA1VGuLkTrNYOcDGkLa8IksO5NYOw6WRdOOBfNidkwMdrPziTk6Zj9hc+DD/Y7b8RFquGiYbA1DdgyTAJywygUUglYVKnWx+R6jw4qifLij3u9AK9EBz9lltH570ccv+dh+4PYHvwb7fFMHp0yIZWh8+Qz91F3Gm81FgPSFC64rrmBiWoG/uxqWY1OHiN+Vpaf0T8RGJNYuDB7hOrScX6rs3Cbszmejs1xqdsoMTEDMUN3QKsu/6chR0D7L5SjijSjPtYhhySzssd6kNmgZ0DqAMlCFZaKS5WuqBH5GLPjwNxUUw5+DPgoGk219GHpnR2aYwKYwppkTw4wJw4ORgXm83juZ4VHWuJJ76RdGzC3OhJl5YTOdAN/EneYUExrVSBAh00sI1tbGZgEOYBivLwX9tSjK5LgVQSRh2RBlWgebMtQApAWPz5/Rbo5yu7NZg2oAeAbrFhUFxlgBvvaw7EQcRoSgmBTemwQYnv9JxoU5jxCvpwdMeyNrD4kp7lEaKHtOI5Jfb5ZCzlvZa8xsBhvuEkcmLvKV9XUN0a4gqADBUH//gS9O8ZPHN1uwOSd6B3QO6OQkyO/jxino3cEulgJIIxVed4mWAJDVTSYHAAilL4iRqma6a8lT5tOByFrsDYK/5+CN4QAobjvDIRvDvkTWFyqXdcgRN9JKRNcAQXZ02fZoZ6+InjJrbZa6FgOfX3sE7B397GzbHSiQKJM15wk8ghBUKvDyQhBJonmN2N6bPgD4I4DfO3B73Q/LsVk0P1Yxdr/f8fl8hgDzP84xDfjhh78/cJTHAPA7A24gAylBnwmKgmcJq4H3H30uFohkl9eSqB1PCtkb6MpEQrwHtsdROtALdY0A4DE2sFQbNY/MgcfjiQ9KEWoXiVIfnt0GSz5Ki86CYEkTCo362293apCUy8Yp68pWtpJwqQFeQnNlQaLbgA8K8b283Hl6iwxjpbNCR21EkOhrTcHpVI9B9o4nyzCyI6SnJqNjX9vbv/18xzgHXt1hTdGKoEpBLdHGHLFH6MFuNs4SgjlOCACtgn6eGGdndxFtGNNw9r5LYZwOYlGFwfHhw30F2WNkbbqgRbe9qsogMLQbmEKKINED3Cstyj2TiZElN7bJgg60ehCciU0kgzhYtPUmKgBAoNJYox7irRYZlKqplREV+ddykMjwuhTqpNRKVpTPtTGqJ0trl0cwM/tk+YMoAn+BiuFeO9iJfmKWE8MMdRoagPPs+PTHTzjaX6KfbQWVAAjiakENRwTGTJK3ZDnZYkWkwPe0EZu1waExRvlsBibzaWTdFJb9HbeGY0z8/vcdr58fOIMtJlowxyumHWihz9RDv4dGXDCfdChVhGUnKgAUz7ND3YLlk7pSCjcG4mMYqgJ9TBRlV9A5Bp5j4PE8cdjEoyjMGHy93G749OmVIFeWMYpctAfpYHah/l7vfWllFaETuDo5OksmH88M2BuO1tiBrlQMJ3hoyjIPdbb/NVXqJpQIMm9HtPCNPc89QEMGhT4pzNtaxYcPB24fP6K10JxCPrMr//Ots4XUrIHAfITAsq+k0BgTZz9xPk+Wp8BXGeKwEVT6EEq3uTrH/JzHE59QBWg3QNAiQ204PcyCZslXJrb2NVNsv6ACOIRiq71PODqs5meiE6QYgd9h6JN+Ry8UfbXxXAkEMn8ALCF8Y6lQAngQwA2jj2AvbnYXVlae/9Z2INndUqmvMeFB0Z3LqU9x6ufzDJvIEjQB/azzPFFbeNOMpuiXFUULkNyi89xxHGjHDacbnp+fWLo5Yzc1KBGYJ9AMBChlFOivCBHqyAqmv5C6b+wwNOGDWlMES8jOK5q1gLQ/VoI1nzY2AgsKeZIJbCDIQEbxXJog5kYx9PBwVRXtduB+v0GDSbtEMBFdocLzI+MoQgxVdmUtgttBm1+KQ4sDVTGeT0zvqLcbPtw/oIrhPE9oJAfaccNwgwwGr0yaThwe2WjdLFsRoLWG+nIAD+B2u3H/iODyiPbkgkYh62CirW6lRXGLFtYUQh+hk1LQbjeUIkv7L8dpzignP6g5xxK+R8R9z6VnhwjKVtezYOqZMUFQbLIpSbpqHhVmnom5mDMFOD898HieMDhebg0O4NMPr5gG1EYmpQf4ucA/Ix/Si0KlARgrPvLhFNyOjpsvLy9/T8vySzo28/ltCLv/xVJFff+GHQeKRPIoZNEjLltnkh1/Adx3XQpg+oYZdAm71yW8D6vfJm+DOBDX4VohCKkDEJjn91+kI4LFMW3ChhMw8gmxGcl+grpJTECywxMwWPN665SljApd7tApG2SpmhaUF8etMkA0O+GYKEvTSKGNHVJ3WXL4iwAQZWs2WfkyhxNUdZbmsxyfvu2nMVBLwcuHD7gfFUUKihScTkC/qKIcB4450c8zOt2CcaYFwBbMpDeASAy5BRDOYZmLmVwL954xDXNkyRrjlmKOYQGGRNfnfnYYJsGkiOPn2SH4zAoUVxzKc/PZOGQGKFUL1BQ+s3KETWzYPEFySq+/LnZR2OE91eRye8kIC4ar+WKIJmuVp10n3a9fYvT5xfzEArPKcbzxaRb4BD5rsnj5Kc3nn/N1/X1fdsoC/F2PbwaPxE/M1wE2huXiyRjWkpqBtwgYKXB2PQlciOzy8wpo6ikwCJ8OoJ/IdpaiKWKlm4YudN6XeGE8gywlIHjExVmgIdrKY1HE4qVaGzAmZDkTdNr45ssGLXTM4ZEl6TM0TnY9uU0anTmI1s4x2SkNlzIoAMcRwtcTeD7ZlUPr7vJ1GhNfJzbzZsQPsIGljx+A330mqPLeTT7HwIcXxaeHoc9/vBD//Joq99/jMPC+Bfu+JjYw9AEch2QlFSD15MKI7cd7bT0OJAC5WYhBoknbvhawKjCjfu44AjwKsezWyEyizWawjVJpOI0CkUBm2IK5UQJIsKRSJsmbF5SdE5Jn+HazU1z1ddztQkuko7qc1wCIbEx2ORBEGcRcjCYRwXHc8DrGAqX2AHG+p5lbNcnYZVX0xd9uvj//EQ9yp2mBCLRLCoe6oQiF/8QdmAFCigKlQg5A58R50kH++PIBBnZIO58ny3sEOF8fKLVFwKXRMWOgCaCVkybLQaqUAA5mZIx1zTMHgqHSouyBHSzG6LBJgKGI4le/+g6nMytEB35GyRs7XbGEh8ypEm2BqSkTmzoyOwEsLmjqFEX2H7iabdkbm4UDjmAWxQZkQvta73e2VUUERu4oRXC0BndmrZYQ9WT3ydRxeX19wEGAnxpxE1JDdL6UKC2sqJVefgnGSbaHRoBpEAqR006zHI1BFoXDxzBgTryOiXY03G43apZc5nBUr0FDNLJPgVSBGX/crqzX6KIjHlpIFS3KHCQy4FnqaU5G3JwT/Rwola3aS5aA5do2YHbH+WQL6Oxq9nycu/xDlELpkXHsk92ERue4jjGD1HNyvkeQUksN5ypskkY3qCg5y/bCfZDGTcMpECvBdGP2traY89ii/vRRHefsGBadDJ8dLy8f8fLxI+73F0AaZvgGHgCdY6CVCi0E5KJHH0QqLFFI4Tr0bCmV6zydItud4qghNdnyVxW3+x0fwlH8uQ83wwiHuUhKtjptw3HD6MA4O8Ey505XSkGt1GiRaPihpaJgoo+JCTIUGbRG4DMNUA12BcE21QmRCThLaiVFRgfF1L0oIBU62VnL3YNMYSug8eiqlfonWkroERlqa8HyTu0IQ3FgZhB4ARwABpA2B4GYLIEAbcOj515OLaz9/CX8vq1J5GHXtClLegPMUXDPRbBbRPdemsLMbs7yDRCkKiILAIYWWJmY0fjS4GE7SYcuWgle1wpp7CAn2ljiVQ92NyoFptl0gZ6yiMDPT1Bwfno3POYIxijXUxFAW0URQT9usMj2Z6ljspxKZXA4zi04jgDTBVGKG2VY5k4/INljzjLVKoKjKVqZUHV8Pxu8HZBqaGMCY2B4QcUNVWes2Xj2xwF1x3EcUKGtZ3dMQsBaFBUTE1vInEO9GZelltDWy+BootaGFiwDywYKTu+PFY8MRtktasC7wvBAi6RAPGX6VeEEpr7HGCdqJUjbQIBgls57QuiwBtuh945pg4ywAB9TB+VoDT3sjlvquUXCYrBxQ3ajPAA8IjCbbmCHVkURwa023G+3f3hj8490XMtqbLKJhIbfmswZgiPvgJtvPK4VJXQ/LgE8sPzkL8Gp6+cdWQ6UH8zTvLkqf1e68e6aPT94+WyydzGZWLXJDq9uBikOGRvokrUmaXvmsNDwknUftq5PIEKQYZwkPiASPk2imiYSQ2fvqP2ESGUSTAVug+3gpfE+CoEeDUby6IQi4ALRhnZEEwOt0GeFda6l3rlHDDec1jG0oJSKJgLUiKkHkzHaWJq/tDEt2ecFHuycpdnnO1m/5BLWuGPJENQazRts+6XspBjsYk0t2OgUdxowB8sAg9UoEvpsXVBuBwCWiHivsFJgelIGpbLkGOFWZPFiMnhlhv6V0B8UYMl+rHtZ/vQGP9mpT9b+ns/YbNM7Mv5q7Rb3MlP1hjYkA1P5AgJdh5Zd7iv5xdf56zuu5LLdTOf3OFF2Eb7ex/u//9Tx7ZpH04DR0Uqi+xFUVgoW7kUXKJkCqtFVAXET4eLzbRch6zdBsAAakXtmjkRIzZsTpSharciObxkceTwA8+ykwLrJUnV935uBNJZtFGEL0NyATZgt4f0kEiHrHpD3EnWqQIxHLASHMJs0JjB9GbzC/YkTMMCHFM+eIxDHqASoyrKJBE6u7KIL7gV/hmbbV57XH18n/vLXL/j1b17w+dOJ3//hj/h7u9L/BFgBA9WtcZQLvOWfAny8EWQTZ6lfP9lx7gA2kwxvx6peviADn1KiVI0JwP39Th0qRWrdRFdg3R3ZbgeZdaU1oFawrTYpoEXIXnPjZlLCepLJSS2LzDdS00gvNuDtBuiX/0kYA0vnGdiouOZrobMybYse7tOt9x+329I8Yfa+L+NCIJXXylIhri0NltXmTvne6H/mI7NCaXYFQodcFWo7y22jA34yaKgKmTTwc0zS8tuBMVjSJx4ZcuWGYlHO0yNry/IOB4wOgkaQPP0C3Kxge18fwPfWWtFaY2Z2Zs5BWTbZKo52kKHSz7BdQoFniRb0k90w8uEeR0UyMXmEjZZIlIetxBUIync6oFpR2wE7B8wGW7YXZfesfgYDxoP5Rttfg0GAoGKzrIi0Yq4VanZNN5yPB0qr+Hg70M8HPvUepQqOEQKMM/RTNGy2akFrFCo/Ks9roRfTx1hi3TNKndUZRBcRdgoSiRr8DTpky1otB0ugYn2aU3NG5mRAPSzKGzlmir3HMDjxte+MPiDiaDEv4L6EascYpByDpYlsv13jfQSExjDISbaNuUFLRbachwOq3HOyKAnT0MEynjHmDlIzULOYTUrB66MGaygcbTdHPydmcUhrSJKDBGOJBjPLx2SxU2zt5HuGzWEw6yiouB+/gZYGkQMWmjwMChwKQ1HDObN8C8umAQQqpLRw2BPUJGvMi6N4Qa0Gm6FdoJN6Kq3iOA7qjl0EIf/xOLfffkynfdAEtUFHlU5kRT8fSJH7BI9EBMWEbZdFYCgYXmFWQoevQUtDLXTypUQALLRT7KI1oDYJWMiMQJnJPLacDgaMyNKptGkBWBi0JmMi9JbClooIijtcCSiKpY1hOsRgW3/EmTRZGpb0auO52LJVDsE5OwoETT1KMi7PTrDK5wzbURcpMIkkR4A9KXwMV4gaNASBU6uC0gGbNT+jBM3do3zhnTMu2PIGhT++xpv3KErdp9Q1lHgduAbGHFcB/Q1foBrL3QsorN072+6O3jE7RefZOYxARdGC5/PJe4o9j3PHIqClLTATqJKpbOYwcZQF4kSAawxxphRo1dAlK8EULCj1gImlp4GJgtOop9e+q5DBPauIo2ZyKjRXFFmOmXaXI65SkNqjEnbFs1FI+NIpbA6/NPfAFtCfc8JkUreun4DXHfCH/7f0VmyGNhM131QFUuPBmgSY7hBnme/z8cy0fdge2k+IoR0N43mGDdelIwgIPJokJPvAzCFF0fuAY5JdUdld083xfP7DMfb/7kcyUwBgB8RAPAPEWhSs2O3yhjjFZZ1eaQ3vDm6xF1DmK6Z5feflM2++62vnjYTrev6eINLetxOkRv4h6VK/T9S+v+L9OVWBh46aG9FljXvScvEvbTNx8gzUmyFDVwCoZwmYrDVQm0c5Js9di8Kqo/eJ/njiB/8eNjrq7U42cCXD2adDbkwg5j7rMQw2PfZRUhAE7KBYykTRxu6GNhl/TqoeufIexhwYgyWhM6oVYA5PoDbXGHZ1g6cPNz1874v9i8eUEXGu4+NosW5YIubxTKXwfvoY8ENXl004QdqmChgTFmK0wVXLYgYU0Mba6LBeyCirW3Yhxcvpu6aNps2x2KstJurqAJfXFjZKRYJJe5mLIoCFJtN2zdc9Jv5x1WOMbeAaHvzIjJQ3v1/A1WWvpHaRfPU8PxWqXZtJfOvx7eBRiA/mYkyyhIZoMK+AP1u0FMvxwKL/BZIfWfgEiNiVgZNVJIz8hd6b9a2sgcwslMFA3QPRGfpEtrRrsrOUJioTAZ3BWHWWiPnySGJCadmlbLGhAXizoaA4hiu873tMR3uE2VJEUiQy4TPGLdvZVgEOSnrg7FGaEp9JxlG6UddH6ghdpPkl4yiPPh1nn/j1bw4ctUF84vefPqP/A3VG+8c8rveUpWYFBI5qA+63YHKlxrHQIXvPin1De8Uex9wwS/wjpi3WHmMEpG6BYaYx9kTTFWhHC9o32xFLJQiA6ZCW85tdmaTMENr1ZaDgyfIhTm16AVPXFV+OMHAKLOOGEEcTyUFgsDyMujrLECRmcDknM8X8NnZ+KVg6cAByTwYQJQZpYIArCPuLOC62UoXdUKo6ihm8E0h7UypgIWKoWxCa2WcJgcI0zOEkFuYnCFo4wSXVFbBlSnyOaM2LyFa7rQCeFxnlTAn4iaxJu8poKwGG242lRQADj2z1LQF6qQlUGGwuRlk7ALdglsR8iax6VXrVi0ckO7jJpzjN0SMAz8YGogW17s5xAuqiZMeQdNyobRHaSqrMUBnt9hTBMMc5JwoqjlYx58B5PuFRow93igS70smJQK2oorWK+3HgOBoswJJTOplNsUOvVqlBA3cRlCjLcrV17R6gzzAn7btEY4fQ2Enm0IgSUIWSAaIBggWU70BQzecCUwVYzCdgt0W1EBDbTJ8Qgw6WETtPOaQzE8WkUYBcM59T0MAjCPUoq7QZ4tOhW5MtobPLqMfcLFpQtTJmWgH9ACYZerbWegkdl5g/AYZRL6sF2EddgmnJZHM4FNAGNLb+7eeE+ckOMBraSk5QdoSeVk2BSuWeLA6Ivg1AlmmL9XKt70/9NcEuj0nQLrVdfu7DZmoxgQ43Any0KDO+lP9n8Yc5wwwFwrAp3KjpweCUDK5kjakKpJAVUDChGgHOPEGh4RNldmiAWDMdYUhoHVUQdhprbtTGdtHwC1iTNtN5paVUQLdGn1uAZYiyTjphBMYlS0d3BlQkGhjogR/mZyYRLTK+6UBZ7jcxoEJHPjJ2BHzEly31DAiEayITfynk7a6YgxnuzPxnGYX7BqdIIBYyV2tFaRWlsHwpqc75zEp0RHpTWiM7ngXivAH0SNiFoiXKQjSeS4jZO/cYGyzblWA8lZK6IM8oNd7B9k4Ssaw4hawR16iloLUGrdm9idfwMNBfCTBMJUGwRrBkPazo5uTke2utoacVfqtEQqTc0B8PmJ2cB0rbJT4x5wkVj0RJBp0KDAbB0yaKlxWYZVe2UijOT7vI9S0YUKm70UXReN5YAWCWa5CtSxtSYh5oxioatiOcwvN5ArBgbrI5gk8C9yrkItiKn8nuYhMHwaYO8LwoAh+08QWyfQawZO9nP9aayn9cfM5wmP9EPLvee00pfu1TOb8WAPUjJ92R45/44qtvv4CjDQplnPr+FB7JE1mX+DaykpV0eBt1ZddDApKZ0BFUFHg5APS1l9sYC5jlWYN97dT1Km5o6Qfm94QtQsxbCZaaCfeQ8/GAFnbfLrVBR42uf4LmYGfk8G0E145aYauWBIMAKJG8AoFRTCa7c/ydJbOjTHh0yOy9M2YN1rRf7HwSJ9JnACi2v+JnUN9INRIMFt1gZ0a4nD8SOSsJO55JQo8W5ILcV6ip6Z66pgS4S6XfiPBFxY3i5fLElBTP/4QpHwNjCN8fqdeZwHq6tnl9uxxZIkZPRq1FQ4Gcu3s+KkGtCwNTo4Iq7dJ1/SU95W0A+/X5fv17xmL5+nX+vz2PrL+u/dovczz95z8jpPtm8GihW8uJSyApb3pf7Mr6+c5ycJOLuvBSsKS9w5kupUKVbZzpmOimWUc2rCizHsyQGh3syDTWGqKvwJoUAEs/uAHkwEoIbIOGXS0CkL35s/WqQNOpz0WN2FxrohSTmhaRzXIzNC0Ywu+tReAlPucbQOqDqGRR4H4QTOqfyaIJ+RBUkHGUzd1T2WQbpLfz6WvHD5+fuH/6jL/47a/wz//5X2D+2xPffx48j/3pz39lEvyTH3mfAuDegHrwH+cAZieAJBqsI8Q0zNWPvRiu44Z4y8xBzc8imGExX6IKaDmWDDIR2jBtZZmKFpQa3CjPLCeL5nwafAyUg9+gwFt2bQhrrppwXG/iOgaCEld5dQuBLXyWt521tnkqtiGWdROOcODCYVJVSGuwEGy+alzwXt6em+yLdM7+/Gf6j3NEYFMKaiuo4pAx2e1uDNSDAtdQtic2ZMcalvdIbFa9095QsFZXYJqb85zUVvEB2q5aqEsExRmAQy11dQFjR5zKrG8EVNxAwWyOhIaVb7tVqqIdB6oW9H6GTsmkLZMSAT3t6u6eQ0Cs1gPZml7goDigopYMXiYgFt2Eg3Xg1KQYQZFOfaRpA9U4nkBDtplVJQhnc2C6QNWDOpzrgRv5GBT81mKQ6XAZEaAwUzWGsd0zCDrFlrbmnwDs2KUEBDUoVCpz6w9EgLH4xwgAwQzSGlqrcR2+wH0uO5Z01NqQ7a25/riXsaSPz2Kp9DggmLkDw0PLCG64327Umip5CRzrBINSpynb1rtxv0o6uCOBqQDnpmF2W52Rcp9nxo5i6hTO12VvFhAQ+ySwnUbLsclbiXO5Az43nKCS2fYENTlmZkAtjcL/EPiYGHYu4LJU3ptFdu18nvDUVWmVLD9V6DCclqBUBM5CWG4hvBI2eDk0e05s3a1s+x6sHZvrdf7MYMr9vEeKfAZ2S1aJdXg/yZrAJamW9j2YLBJd8tQrFARYoewG+Aa8FiDFwisGVFi2at7h44T3B8TIUa4e+lNw6sBIMmMB2Nab5Fq2nBXBtggbCz4TVXZ9Szbe9IsvpQiNOM4vFTYREEF00kmR/4LWDnz/+ol7sjOZEhA8XGyXf2l2wYmUUo1rz7mttOeIOagpRpNuvW0fLxm1+cOkTMw5EbgKBAToaqvQ24FSaswpXR90SQb8JWQWCSZqOOgBKFnsm7JKuAI8gqxgU8J+UaOJSSUE0JKlfpnBjqhkgS3JsDTbS8nMgILV0bE0Ct67kBX2WQ/cAnReQZAqarujFt0JY01WlS5/xROkKgXeGkp9QZEPePbvMccDog6tQC0GnycsBEDNIriEQyX2k5meHhNtrorTDECJcuzQlozgXTDhZaLMCstmEhprLMoud1AVvorNFeDyOW3nJfcb6x1mEwVtgQ8+J2UTCgH4bjP2P8cUQ1NB04pkfyxfMWKdIlHypxrB75+EY37ZxxunL8gEcmH3vvMJF+gfvmeukbdv+onvex8HxyXk89nnCwgg5/GbIDv94VjkuYdfYnj+aVsndvnVCl8VKpF4U4GoocoEtPA86vDCBFx2lNxTMMqsXTBFIY2+jZnFWnesLssOuNB/owC1hB87oZ0+ZnGHoIZvFiPjwR6GBVdD1v69tG8MIMhZoEiiRqW9cKe9nZQSmIWtwWd0nBV32BzRjXBXTpAVSdZQ9QRSeS+Z6K4hiu2QYAhzrQf8EU8oO5k5QWsHx3wGHUO2f1JqAdyC9TwjuUrATRQ0gjA4+CymFsxaUPV7dGesltcuJdsTRPIj7WiAeAzgsXxH9/Bb3UPKNL5zgUA57/eMXa9msvBSFbKAfk9t2cs5MtJb2dEcsUtgu+ZYJlGu15BR7QbFEkB6K9Kda+HbA7pv1zyCrIy2qCw6o4qubFM67nEp6wJNbGd2hRtRVHwRUIrNq4bQXB9bVDuz1zBflLQ5IygRDg6zVwwEPCC0WhvutzvbGD8Hxsna7VoaDj0AKGs3hbXPq83zCvA8JsN+uLz/vfEkq0kEmNZhfeAlajBbq9TymNSiiD08FinXVpTS43ZECduTOkgOoEXWTeIhDbDj2J+TS+0G/PXf/AG31vDf+Of/Hv7iLx4Q+QPOOfD6JHPpl34sEyNAaYBWlpSNHmMTOkT9hzW9Yl69BY4EG3zLDadcvkOEfnkrwI0YA0svY4WUBtzuwMfvgON2QI4WQRNF3bQ06nWkc7ecN2aZNER5keUfFtmxMCRqwo4ssgGiK0TEf6Z8/L45D1bDDgZ5PsmShLi3VPm3oIJ7ZE8kggJExjFruS2cNBsjnFF+yV4LUW4zf/5JZDbhNeq0awmn3UIU3MNp0zWmjhQBD1MpCijH7fn5FefzyQxG1F0DYXqFLI0mgvMMoU8vaLeDAfPZmYmIOu7SCOT06HSRoJtN/lCTRWGlhH5cANUzyqAKW7Cn2G1y1ajBAagzcCFRxHE+X/Hb3/4zPF6fOHsnBTrsI4JN2UDA3IBgcVIU8dkHBBPnGa1nw57CqdumcAJQuQU5aMRcIxANoValk61VIUJKch8Uqi1eYZFRa7VgtkIjJEBrBRqxPkvzBEmlnZMCrx7iqmNQG8pj7mWXNUNk1qaHkKOjSGHXoMj8qMhiNpZSWHbqzPjPMYKNVlBadKCCsPuO0XGyZUUsQCiBTQAa+lGMUhGyn7QzSoZuiXkIc4zZYR5djHoCUgL3CZsCUUfvFnYpHYAUBAfM+By0RlAJ7qVpU1YHRji0UACZwPVeBemQSYBrIkKQL6LPBHgwBZ9/OPHh44HjTq2X1hraZNe61PlIGnhFQZ8Dz/PJNTPq0oNBNUgEWglSvmVsXNYbLnYohbBDQyqFspMpM0Ike3VcHTPKBn/eI8sSkFoZZhjPDusnbke0hBgdbqGpU4DSGsotssp2Q/EGK0BxljyaEojRZGiDZUITA5hjA/tAOEmbOXnIQNUAZ0cFzgGtDhSyUkolu6aPUFnUAGVKCntLBFcxdyS6HoWLZuZrnZXQs3QzgssKuArPG2B5sndRCFAigi5xgXoK6BI8KiJksYGlRBWAtOPNPs5rpfIEcQJHdgmSCYiR6TjmYPAjtDcZMEhRAgcldHkEsLBHFmDXjhTo004b8FHgMlGDVS/ijNFogt+AoBlwZAdM2pdgI1/AUYvy9mswngGCQOI585eqCq8F0jUYqfycBPC+SmltYkyFDNqYFIYsyc4Pn75m+UdRJsYSNHKyBnqfyJKyWitu7QX39ht8+uGPGDZx3Jg8FWFJq9kJm2QjVTjEB9w6bLBT3O1ecDQBfNDuS7AoFNGevGBqAkg7cQCZwVjL5LSs4Gg5ThK7fugTFluzZe0vHolnhDyGdGEXUrOMy+FOrScfZPZbCB5TR5JM9PQtxjB2AIwMpBYmlAsSpv8FHl+JG2X9uYHXBawsIDMlGb6UMVi2XWWJ/V7vf7GGLq/9XQfnDQPJd7AM0H/hbvjjwbEE2LI0SGEBOFc8z48QPyA6UNoE5AT8xGzUM+N2G6L80xgTB8KVDDWua0DEMMQpsG62uvbNtA++YxdV2sFiYImaTwjqsl2tNTIT37CN9/wX1IibJ1bE4wFTazQAKPQdphHASP/BkylVKO+SZfRmJ940driCFUB0tWV1Tu7BrVXqTYrilDM0PrmvQw0DA9nEwD3sIXhdGJ1VSVrgqBFbFdR2g6pgDtqR8exsGjHZYVTKoDSBctW5DUpA1CszC+G30b4ryFxaTQ7cMIyGPBmtvOf4n31tPgUEJB6gzwWkxgaOrrb8/Vm+WEc7WskTfbFeFzYTBmufe/+XwKhf0dHrtb1Hfn/i+HbwKHl+ofVzvRHPCwIC9U0K3QSi+8+qBQffJIKsFINAwxHipsssOFts56a6sh7ugaPFpioSWh08+Ri+qKyjVgZqdu3o48iaZohAjokxWQJAym6laOogfbiUggJqicAkBMZOasTMpJ1PqBt+7Q2P/or+OFFccVQ6y+d0ijByONBY0YLzpHC2VODDR7L+f/gcJWxOsCjDhgQ8rgcJhz99dAP+5nd/AHzgu998h48fP+Kv/uu/wufn+eWbA7D6JR7uwLMTKHIPhD2QtXanYwhwfCebvWw2QtzTdb3ly/mW92N7ngSQvrtTLBthJ/oA7hGU3j5+h3p7gd4OSK2YRSAFeOoPmH3CpUBLw1EPggmqK1ObN7VKZi2cl6yhXyAl/yfx/gRHk3KYld25YSSLIoMyANTgSnApS03WWo7RyFSOcmHmJjRntL39ESNZyy+j5WwpzBCX1lALgHFSn6nUoKiH2B5CwLKPcBp7CO4O9DHw+vkV5zhx4Bb13wxMbUTp4WWBcAOnc1QSBL8Y4Fob2UXwYBzMKJlwuAmO2wtSiHwxKwa7Ej31iduNdOha2IWijxM3PQiQaYEVYHTHtAiOVKJ7GVkBEggms7JKZxe+tG1qO3C/fUDVAn088QQbFZjte0yQ0aPULWJJWGTQjuNOpkpkVUvMudmZrZoZ2A9bY+XKrnjzsokXEWhr2ZSOzAsHbBi6nQTWBSuhwE4nhgJBOQIASl2qEI6bbpj9hBSCKmMwaFdhS2yPoCIziho0TxVDVXY34rZHa2EeIvPRJKGIolb+uI9YuzSiEuMlGs9CL1pkEWSPENLObmoyyApDsDYABrPXki1q5bBbUYp2S6zPMTop5udAawS1j1tDLYbn547Z6upElQzDUgrq0VCOezgfmcwJhlulPhPBpCz1FEgRahwpmQzXeSx2Kc3zrafArbfg/oEd3HbZaHahvGjO+Ha4EzjqfaB36jxRo2yX+Mw5qf+UP3Ogj3/gbg5/x2NlDwPAmd3Qz4H7y52ltaFntfAIydI1EAyRQh09hCajJ9BmERhHYi4yw+4dghkBOsfCxwAs2jNb6GsXgpDnpIaEVvo5vXcYgBOC2XLtG9e+Usy71IIS7ewNDHxssT2CDRNzRdGWTyZFcQhByUxE9NEpouzJuIlkRzjsHgislARmSrB9C1ppBJ4gC7zifQPQKLONuTnduQcXB8b2WS3Yv9T7qigtAV6y17SSzZS6TkBum8x2T3jooJApX1zQRNGF/uIcUb4ssoA9kYIxJ27HAYVHN81rV5zNM0974WqYTttoluC1B/CrqBWwWhd4ks+ArMBYn0ZgXcTJirkDtTLZSW2/twH9nA5RiwTTJUhUX+xJncH0mSMCTmAmUy3W8QDnjvhEEUcPQXufc3VHHXOiPzvm/Ex2UWno7pin4Tgc9XZAo1NbHwO39gHJz09NpaW3lQ6zpwvFMR2DcyLfNsfE7LwOMUeNUnGb3Hc8WA6qim5j2d9SCs7eqWnkgBR2o1ShRuA5P297GiDbspGWQui/nCPLvQEEKJyMtosf6elxfgVnurzwBkyIgBZIn/Xr73t3ih8999eCbIlrXgclqhgfJtAN4TrBLvcEX2V3a98+k1OslKBlEcw+kFIsLBUnKcADDL2yVrIEHU47xCYQgcErNRlFgN6fC9BlNYyguIQIeQBIRtZRAU+gAeTWFj8H93j+OoB4BDEj9pVpDhhlYVILZ4INom4vB6YKnueWJYAA7TjY5bNW2mHLMiv+/vH6hM3OhFxosQFYcQYx/s1kBID+fMDcgwFZANxhNnH2jmIGxH6gF19yeMTkqoxzjeXuKop5DkAZM1VVSKsbvJzO0ngXQH01TprDMOcT9YXP3uAYzMSxSQiR86hMCHxggb3y5n6yTNP/RAT+5nMZg12Aq5jEEd998eHtO3gy0C/2LedevC4iJMVeAl2Ry5vBuE+EzTuuzOzEcP6c48+K/LKLwaZN0alOEAd4+3u2FuffNBBSIFHFtO76ZoB6Two9b6UU0lZZ1mDoveN2O9YGJ+FwZdYqM4/ujvN8AlBqDATlWVaA7Mg2tBtF18gUKNSY/YcCJtF+A0R/pIILP+oltd5QRaGjo4iiaQ0QaeB8OJ6vQO9YrRrPDrw+WXoFygbg9QfghwfBnieAV2xmTJauvX+4BuAj+P6fqqD+42vHs3+Pf+/5xH/wH/4H+Bf/8l9Aj7/G7373iufzghblHLsweODA/YPiftzx+99/xt9nz6sCHFzbeH7DeSiTuAhnOAfw+RV4nnwcx0Fg53YHSoqPB0AnYRPMODa7uvbt8V6b0/FWPLsWfk+AuRBB6H9E0KPhmKlG1do+WbIYCHZVFC+AGYpXFKnQCkgTwBXP3lniKDtYvG6IOmgCDRu4DdgIxFdjw8Iuf+JNfH2gs2bYJtvN76xRglN7HY/QWgGuxoi11UV/fvBoDgc7RRFUKYVZ7ioGDId6ie41gSi6ok+EEGB0qzqfIW7p25GyKJkNxkN2kXieM5wNtmF/fvqEogXtUAgIZPiYeH7/R3QwE3n2yeeEyA4UR3/8Icqxatgj6spJPNPz7DhahXuKpR508iOVvSnB1LMoqjg7M+q1tuU8s2yJz7p33kNVRdXKOvBgSvUezQgCpJmhKeRuUS2jBEMAbvZa0MqNteaywZHptNNZYjQCSGrHDV4UM7W6wOub5tA50PQGFDpOCoSkia+s3ISxu09k2KRGS91IZih4jdxAk30TJ3I6SH10DosA9dI2nnodtLS87uikSbQRecHHoeiDJ6it4Lg13I4GsxmlOtQygbBbCg0P945zGIo2VG0otYa+EEsTR08NIYcPYAgZjsvwBPOWrF2Ww91eDrQSWdV0QAqDGzKsmNgAaoBnBpGJFD5OHRUtugPkACtUCTRJaVEKFJoj2fp6OScB+ASA5ZOlNnpUvJTvaE9TgwQMpgialqWvJKqwi4MPQYBGLA+ZxnLKfvYQCB9rbgJY+kaLdWRzsQJ+7qObQ7yTMWoBPZOexzeUAOstNCAddGgjt1MOR23MiBetGHCW4Mec8NzsQHr9CJqzikcGmHtIn4A9H9y7hN9lUzFGh4wB1Rr6YwEcAhAXCKiFJ8pgiixvQM4XOAhE9GfHeQ4IFC8vv+H8U8H57Biz89rEcJRXCp2mQLKnnsaAfNAQkp4X/zIO+sScj8qmJOJC1tHR4MI9luWKA3aOdd+lELThoeimELNVJpt6lU6EhsyjGDdXgcmAVLJyLLI0vgCJfC1OHwxFEV9Mh3ULkhoniHtnAHE+zihbi+C1CJ4nS5Vfjjsbc6giy2DfBNyZvUaUj2iB3wxalJ1+zYPxXJY+CpkOQBfqX3H/Udr3pG5HwD8jqB5jQJT6AAkmUPuHJeH0OxSzVDzHE8NOVAFOB8Rn2CsmcqoqNY4iUeLTMQSQqjDTxVwrjTZf+oC54ZyATGNJZtiJ+foZ2g7UFowBy5hAcFSCOXMKnn5ieF5nxABj4nyeGOfJxBCA+3Gwk5UIXl9fYZ0JAQn9ozkNn18f+JiljKUAfeAcg0Fwa/CSnNQw/SIBSnCiuDswLBo8/MxHXlOw19Pf3P4n3viayQhMOCYP/nsnnTJgvoJOQATA8btr8MxE5aWczfEjpWf8yXggtQRFYnuWHUhfTs73Qtb3+OWE7gR1lv+7ErtxX7EeskOpgf7KHGN3/MqKnDfogmA1XroMdwkQdp4OF3Z7zE+xUjzYmqKYIaFQakFBQTkq2tFw3A6U41idt8yBAjJRCSaAtssdt9YACPwgSDpOln7yyU+uNeX8dii6C2otOAp9FB/JuClktg5DqSkFYJhTMNTZwKg0YJ4XwgfvbM6BMQx9GB6PB1K6wR1otYbfwydkk2W9IgITAauQZVVOeOhyYnQcGsB3UVTdlUN9DJiRXakMC6DDcVRFLRWfp0HmgMyKEj5qit1ZCX7/Aj33OshqK6IWnMtv4+7ENHJV+Jr31/nGufBunmKvl58qa32zppbL5G9eZ+W4Q+ZbJiCfIxeXCxPuq5nF3+H45sivj87aZY8aSJ9oIXzqXtai5M8Glwx0ZHJDeqOnkmU6wqxRypMTqW8UvVVd+ke9n7B+cmFmRja/ZTrpw04nR/PhyG4Vq8WhxZF6TQjNlqQranYvEZbkzMESCZYb8H1pKEYgsmbRHvjlhtENjoLzNDzPgacaegXkA9AMeH6PxbZKvKEP4NMD+DSBR+BYCXakocxt5v2U+ss7kRgZBGN+rPMaAJzD8DffP/Hy//sd/tV//B/iOBpG/yuc5w/QQgDmdjvwfJ54ub9ARPF4dHz64YQ4M+FfUOe+4Sgg06r7Bo0qgFuASPMnrvmq9wQAx43lariMIRR8Fr7BowTJzUJYPM5TsVlc74+17AOMPNhEbZ2P2VbgdhNI1QUSiRakgClUyFbBjExgXSyBfnagbB0dQWx+bpACroGTNfkp0AkVnJOMmFtRaFBXAc4jlkCmwckxsIshSZqp7Y2wFNxaY6eqYRgj6oUvm1gi3hKof4IPdH6ABIy5ln8B2f1waHOuGFLUXoGpzJ5GlkTBLkWqBY/HpwXoenwOjev7DPBDVXE7Kro4s5ZRItbnQCkHO5JpQT87RAQvLzeIKh594PV5AlLw+fWB8+zUYorM8JwWtduVgpzAmpiSzzQmugAhzB6bZDjPCoGUilILbscNtRR8fv2MGkLRAlCwGgQI+zScUW6AEHMffWKcBMozwwaEPk8VBmMWWTiRGKVJIetbhXWPFtvMyg8428iHA6NSIZPzXCsZLDaMWdvBTHWWqJ3nucpIihTAFR6sKg3Eh8wKXAQgfbPiLqDrxESPNqkNBcftwP3lDjcyu/p5wqJziIqg1IL7jbTG89m5LizXeLA/tOC4KcqpHCtkVs5wu7U4VwasoF0IjyE7ImWGsNbG+4r7AQaQoIh7aFEVOLnUK+OpMIg67vfC51AC5BE6Y7WQUaY1u6/weWbpo5lEqSoB8OyytJyjADepuUOwp7DuLqjxAAWKY7MKb8XlUionFLmtjTbR3DCm0cltAWoG+J51MwlWI7QQLDKhq/TdQvg2tI3y5+wnnueTLbYnSw/72fF4PPH6+voPbGj+/MOmoYugwkNENErsg3kFFGiJ+nQiQphLuNoxa9pnpQ6PM5llwTYhDKNkV1t6X3kIYEtdBpKAlQjaUUk9qhUiUUY5B7Q03G43iBNc9kyYrTJoGkyLpgE8XWSMnSARJNlNWTroBMtnQ5+OUhKjYKl2t+9RX9nS9JxkH8HA80Vy8Xa/xZytAW42Mg7BkyUL7b1Dfk1TruAyy7Q5dGuNpu3j2PI8CbTmnppnXyPtW4+Iv4g5K47qgq6hc6jCtQwGQeITZmVlCLOzZCl1AXwpyJ/ntHNQN0QiqXq/AdYguc/3QZ2icOvntDdaO7y8FPkPQereYUXRIVDNQDFYoKqoBpx9RNc5aql5iT+NFO85HY/XJ3pTllvDMEvm5gmlaBH4FFDsBYBGI4MioED6DaoOawVa2EkRc2DODf6ZOZMF2EDMYkQEordCeEew3SpkCHAi2swr2stBp9QoDDwlNY0qzCcer59Y5tsqjvsN9TjIkjhPfPz4AbVVzADVpjuD+Ro+Ve9kGANc8QqgErxLXaBp1JT5ZRyyHeLl9+35nsf7kpmlwRKHXapRuJcAvhiSe5+9rs7rWs34UXLPeh9AX0Cf9/GCB9tndesGlvQCk7E1Sqq3rxchKJZIcsR1HgAkfK/xxaIsGvwB6meR+XzxQwJYhiok1i07H/plzyLYlNdpbgHSa1TBSlwr506BQGoFpEJrRas1Ek/ZIEJQysHYI2Y/Ew3YOm7hU5jxPaXUWDIGrwUNBtGGUoDDKgZOMuVQqPUpTC4rmJyYg6UxqROZjTpgTFdx/yeYM22EbaT/6QMQzGC+0x+U2MvS/nrOjZwDIrt7nQ94ZwwvtUQsJrCQj+mdHWtLJbs5rwMSLNhSA0TE5Zn5ml9uvsp3Ccps0HNz2HYp2LuZeJnLMRfcsdbYBZBceFImLYTVCxPXRP4+8t/Z6fctUPl2PaVb9j7O9ZjUfyqG/9bStW+nDayLvgzaGgQyECQyShMOHyzXKIW1zytrlM6yBzSS9eMREJhHt7GgkUncjMSAlWj16bI/Sq2IaBUdLKWlHbOyQxLOsIPtDEmlrylCKAwQMkjwwkV2nmdQACXq9jkLcgJS7JSL3iLKkZL14Uj9MziAcgPOJwGJOQmEjAQ8sAGjmG7r3xVk7WhMiAzXz+HQoHivofiJRzin4XE+8Dd/+zd4ng/M2fHxu4pf/foF7VB8/uEzVIDHKzUY+rBwFB0//PD4s6m2hwIfbgcUE89u6Al8JNjzE9d7E+DXH5ghPU9DAfDdR2AwHl/lXtOAz5+B2gM8GjFV/UvQ7bqYvvi7YE1HrWQbOShiPgaFuo+DXbAidsdqOZsmRZSgDkDDXwp1hELw3dyjHCbWTTBZADrnYvEU09bIpj0zm7CDs8wYuGMHGqEPUldmN2fTBmkXiJJlBPH/FKJbhtu3w23vnlJ+5+trx3/xX/67Pz0R/pGP//I/+9/jf/A//p+gtiMA6opbo34a1GA6UXODU4HbgIzQ8AiQD8CyGec54M9naLmRzl9zTU+j7lElO8NcUUrD/VcvcFU8zTHOTur6YPv21E3IuvRc31oLWqk4Z99O1tJmwnJoEM4LGS0pGpoOU5wzHRdglQBzE8tSCa65mVl3ow6OGUKDabzJvjkcpaa4bjjwQf336JpVRXAGDbto2nHHMIXBMPskQGyEnM4Q456GFex7ZO5If5bYSHkfFr+vpcRmPFf3MWauAriIEg6yYKJEBCDlfJAFBQFePn7Axw+/wtEO/PGP3+N3f/u34VxwX1MFjnbgdlQ8XoERGksqilpv4ZxS/BeV+0YtCq2y7kFDCFgVLMWLxEMyYtTLykSz9LZyTwrHsUhlp03L7nqx/hVQ3WOlAqgbajiTuS8VLWx/u7KSvnQ5zKjFoAlK6t5/GWhyH946w6lzk4yEAAqSoZCGNpwrTeCxBIW8MCBmqRXnoNaGUlo4lLyOhUHBV9v0LN3Z5bK+SnTySL2SGSXmc7JEkm2GR2iK/bxHqSVAOaM4clGYKIaEJpB6MKfJYqSmi2DaEx73PK/OYjqKXNnxd2EZhbA0dErsfWYRxDH9er+zVABOW8RSL4JTgMFMAIl/S5SoRQAE96j253Nz21lzMrYd4gFS+MVx5sJk8ALO4+khZbB/HYGOo4IlCgy4wDkoFX1UApJ6MABQBi/mIHtpDhh7TiNHKAMxgIEShV8JsgBAyFsg/c+0X57ABDKQyGA2E5LxFbmfxvpYrch9/xQooI6p7Eqc/mwyery0OPf+3iuDggkmMjdDMGWJh6d9yXNO91XimfoypSiOg+yDPgaGTUgRVGF77+fjucZohg0XpZB6bbcVXKefP2l5yboXIZN0GPdUY/kv50OBisFsc8dp80LzTKO5gAfLsd04/jqg8gTwhFsBZJKoluzWHHpkXBA2KHyiK7OFibTtgC99SGCzRS5AycNOwBwTA64GKQ6tjqYTBsN5u6G2xrKe1GIDWb4iQnZsgiARB9RC/6IE8DrN8Ycfnvhf/Sf/Ff7n/4s/15r8Ax/vA9T8n6R9+TqIJGu9vH397b/3/+myvn12b967I+kvKwT88hcJcOvyVQRfLv7y5d481/QF+PX4nv3d3Guz/DsB8gSGl7RK+uHYtoRdvgxwizhv+9iM52RpmKWO2cUlX3MyO4nDQxFLt88HFdR2i2YrEj7bA+U42FSlHZjeAbvxtJGUKRoaclHCZeZrT5Qoy+PNOSAGNhdgwrBm2VifmLPzPoValu6O0TfzLJM7izmmCDB4i/srqAPMajpfNp8AH/2pLM9PRhJLXR1SwGSoM7izSYb27Uhx7SiNj/gf4LMqlWAb9fSCOYrQTAN2wiNBK5HVBTknxsZ9HB5EFw5bjN0Ca/hvzsG3/olb2EvJm45zqi5MJc9xBYQS6Pni+MprV1LHqqSKfeo9ELQpPpd7vf72nY/1U8c3g0dVwXbPPqHiq343kcbrJuo+YelIqkRZQ5SDlQYg2+kGxTeEpVYCIfZgi80ewkCmqLLNM2lKcGznABHAUAS2rM0FIhFgIBYKFwudA4N7iQnL97ETiMbirRCEYK0jHCMJIflovxiUF5Y/RYvFAA0AtiWcQX3Rshky+ZPNe3KLTeOpe+hXVeWNfgh6PNvXsUvbfgqIycMd+OH1xPPf/g3MOvqYqI1j1Z/A43Wid6Cf440O2OiO4eNPglPX+4AA1YMJ4mu6BjPkT1+vgOLV7qkHwEf53a8VvRvGAIzJKTw78ILQOkq7eFl7l34E62ddb65n3T8q6VQGyBfPrzZm9dP4vNnlYqNKoCchgMz4y2WeArFuI5N8pZ5T4yKNR7LwyhcXT/0RibroNAn80yIgzwBRsKmJIoIiwJBw/iJjkeV3jtBlEU9/+fKkwsmNa+7nxP/9v/rdTzzFf5rj//P/+L/hv/c//B/hPg1lOmpxTL/MRq3h1ApcDOh2sa8co9aYnZo2AXWURkaEpn4URxFuoa9UWbYlpaG0A8f9wDkdj0+f8TzP6ChhUNB2lML69BIbMJyUWz7bEXtLBOhxX7v9M7aT6wESRnAgVZaI4SzGTQ1ho4yOwwxmEx0lzhQZ1PCRPhd19Yhss4dDnt+3XC9nSXEGZdc67GTLaGHAOc6OMWkfqYeC1Z7Yg+K+wOgoXWqiaz7PCIJgBhy+AVFLdkFYlLyxFfgBy7uMErZpDoyBuzvuH+74i9/+FloEf/PXf83nHmsOcLRG/Q0RQ39S5FNLQTtusGl4PM8oUSOg2OoG6koRCv2qbzsQ52Y7aAGsAq7IWDD9B7PYgxBBaFKk5XKb8R8B4BDz1rIEHzPw07IBH4m9EjCMeS0I38aE3w/qmCwnOP2dzSL2YNpSsF2QHUYFOxNKNlMl8Ac6ZOWiiyCl8meV9uWlZNZUsPVeto5O2hxOme0osVFGRR8d184vKeT7cx+1NmB1gWXAXwLstdjtS7QxNiimD8zhq6zPhWAKOUrLwuMagQj4XBA2mxl0bN8kbdztBrcRpbgEcD26W7VSQpPMY/yVsbwny9ZD+ouboznLnpaPV8g8ymYjCbJI7mcrSN97lARAWGsEDuljBx2Uz5rg0ZwlStYqRA9oddpfQ/hxvGdMAmhvmpsASMYNSxzHKr9adnWxBy4MinQQZGsdrXUmW/Bdl/Ow11QyeEr8y6NEc4ZNtekwJdgJMahjMeeuAFLa1znpMJY50c3oKxTZCYY4piVI5uu5kFHj+zwAMMikFjM8n0+MORnAJSuyCLzEer+MoVuWLYfvrQVeAujTABwLdeAYdiVTKDrQjgF3shpLJejYyoHWbnzWo8OGwcaTa14KtLEjUpbp0J/C+jtifXD+aryaE+hLL/OaaLnGLc9xUnKuBuuyOCj0HZ2eW4PUCqkCMYFWoHiMo5Axp1CoF0wzSHU28WgVmnuvOx7Pgf/0//RXP2U2/kmO/+f/9f+Cf/Xf+e+SAQL86QDip44/FRzk274IWOOr/coadLJe3kBSu+Tt7Qex/PE3rirwJhhnC/v9PQ7sNX/50NeuTnRXCyA+b26AsQKHfocgS/lVJ1x1dVG9zkKPtS8rGqJthCXIc2JqAXX5SyQYdLG2bDJuVQvmaalsHmK3KIu92iSQHRggAlm7E5EijjXEkrGl8RSVDzYnen/FHNQ2aq2GpIGgP89IbsUebRPRmyWe8Xo0lzGMUvcMDiP2MGO3OupDJuuI9zndUFCB8HUAI5tcsHxpbk22EhwiiTmEn1GiIkQAi++kXxbajWk/I75cFVRO+29uMV4FLEiSDVa+m++rLDNvPn7PvY5bRO6XNjMZtufqFXjK1/8USyjf4/sDax1dQaU350qf6+95fLN3dSvAUQDvdJxLZuJBAVTzQEUEIM06Al9VCEoIGEpocTCgSRqqhSYFLoNPAdAQs3ZDswq93Vh73G11L8qOBiwB2WVljh1D0Hnh1XpAyQaDiWGarM2EOgsDVrFqolQKmVQIwUpXtqieZI0wSOMmW2YEFa1FiUa0CRzvnlX4+iw7AtQIcGRXtXjLchFPEDC6KXAvwGmCMSlC+OfkVg3A958G8GmgKTuIjTnw6dMf0X+i+mhcx/En5nKG6wVkj00Dvn/9ijD3t1yrgN2GGLPCATw+Ax8+FHz6geARwPF/PFhmNoK5v12ML4G567Uubae4t3Q23QkaZZncjnGFLdhBYFE1Sy6SUskT8fUIkO1EttJ2nxhGJ2dn/ynkxraussAjhAPOygYFbGAVgi8AB8tBZ+etmMsJTKnAQ4yXk4k30pTiw2RARVAXATw8QJYLDW5Rii8BCy5B3C/hWCVGcgGP4waKVhTJzEQljTcA43Q8VApQAR8GqOF4od6MREczF0eBY3RKdlBQmLXn9WhwB8uhOnVZVpY7xryWQkFvLQG0zGhBfAGINBmzEYBcgxvQrpq9zSwDDpMQ2NWBVhqyjfKIYMTMYbIBzDFZ9qIzSy2A7LgnSBDDl03O1soQQymCox4AmMkq5YUirJgRIBe0WvF4ss0rkwIc55naSwkAZbAlwRQSzkPrE2NMMglsQpW18SoVjhHZtyzPlAUAc0omAEJnQWthMOIemb/QAamF5R91t092bBbVcVSk+DlLsA48H9QiMZ8orrGuZbEtEO11l1BwruOclxWwXmCT2h4WQV52ESPgwoCdE4BzIhkoMIHLjOBa0Co1qBy+jJupbbHltEdl68QkErWDd57bYwK+ycItsHgCkGhiYagNkChFm9NRzEM7qURJEjc3xv5sQqElulSFCEHRpI9fnL6L5sqOWLm2Fz52OUQErVbc7gfOfqK1iuNo6McRDLLjzzck/8BH0YZpJzIhleyUYhV9PKi/UzhPiwh1YNwpjFrpFTgkMhpgWQcuvozzNXM61SqACfUhzbN0B8xcFUOrDTYMj3nicb7ChkDKQZ+lsHSCXaw2W0QzMvSwTb47fUl8pxQFPHQn4ASlRFhaIFz7Eg6PI7v5TMANt1oBx/bpYmNL26dSFyi4ShBKiwQmO7mhFPpEdlLAHVHmLRHAGa99l87sUolrIihtky9gJhOi+UT5WoJ7UkrYSwC5VyiwvJDlGKzNdAGhcA8Aj/YjSy7hzpL3Utg9KGx+2u8eHQ5JbxZUlcUu9Mt6yQ5f6zkq7d70GTpGSl9gdPR+snNsO6JUnfukGZsSTKSfTJtO9ZcSWnEFVgLMEgp01wJ2b0pyogClsVyGcFJF0QMC4FZuOBo1tNA7uj1gHgLowmumnMS2F1mipCLU99Lcw2i3kuld5C1QBEQAb3xdIrmtqnh++gx1CgYDjj5OnM8nUAY+vHzgZ4tiwDDtxLAT0BHXxlimoAJW4d2B+0Qt1KyCUfvJJkXsfwnHf/6/+0/xL/7VfwvtaBu4yXm+YuAdk13BmOt79j8vRvtPHQngxGF2LePboKnjoqP0I6cWScbZtSyO/GNf83ZBwlyJFiC55eVscOrqc2VCYwENUYGiqisxzpKzCqkAhMnuFRekvAUYF7llWXrhvhegu4MM2j5Df64K2sH1xQRWjWobJrBbsOAYa4ywIQly6xrDbP+ee49olpPSx88mKJ5bb2hbrsYUc6LG+mgHWZK1PjEWeJRx8wV8CX8ZEVO7py4ydqJLlU1NxsAQg3gIAAczf0p0J40EVSkKRAdMgD5NLSX8AwRrF7zPoJSyQ6jCQ6sqZ5MG09sj2DM45V+4wXJ+hH0xM0CB4vzAunzQvwz6OOKRx3q5xsm+5hylemgjyaKPuZ3s0SgFXBPmR44rOLRfRGzRkWAM32//Otf35c8fAXK/9fg7pOZ8bVAGThKfBqsFNtmVQ4R17bVSkHXKHdACRVBnzwl3Zrpr1G/aNPTzxP1+UPRYkppbIqvkOJ8nMxrCVqzcAGQFA6UShLJAIlewFBuJuiOaBK+JP85oRwuyONwNUmx1pYHUEBNMxXqPOlIEOFbhxk5IPidabewC0hpq7VA1+swAMN8BGBEcFBBAyoexideILZpHn8C9VPyrXx/4d7/7jD/++Q9vHd2A8dzfI2v2/zjWaT/2i/x9/PT8x5843neLCxcVBcC//yHKvwyoN7KM+gP4d/+mB/sjAisjUHW9Bn/3dwVblF9b+vrl+9J3zH+PCfiTnd1qI8iWukRaFUc70O5HCINu6uR2UpTsnqBlCqI8YBodP1za9JbC4LxoXARN3HTCleLRbWCElQQC6HSgpQFxGuakSyU6+SNI35jseGLxXTytYXoIqE0GIxaG22LDy2AY7stI/VKOEeK6UiKQKcosdCk4asW9sg58zoHHp++B11dIqWBJAMW0VRy/+e2v8fz8mcH88FXy5R4OgEZWUSks2KIc93meOJ+PKHWayxlJYUzulwWlUbOoWAkRboIjmcktepnMCSoJW4fa4LOYw0KDCkhdpixLMo2xiLmWwWOpjQGkFoyzQ8ZE0QygSA1+fZ4ETwSoVUMzAAtsKKqotaEeBeM8MUdHu8uagz4n522wPqoZZqefwEA3RLujHM0jsLFpGDKA1uDdApxnRu+oBUcrOFrl8xsERAmKegAsUdKHWBtOttNzDBythbC4YMyJz59f8fs/fI/H87E6DBEgm5g9xBOFpWopTl5KsmQMraS3MqNr0USKSyuyrExXd8VtjehUnAN0HIzaUJkRnD7WM/VVKndwT1sOSHRbmrQhXsoKgABSt+HCMkmN+vy4foJS4RCFd5Pl3zUcx1pblMGVRSPPa3cf6H0CqmhukFgHcxKcbe1A9QaJPZ6d3m7R7TA7/8nSmaKzFP5DMHBUDKikuEs4wQ4EmFJwHMfSjyjV0Kyhnz3KZqKTWegUjtlZrvgzH1rLYsTSHIfmUVX001Zb5woJXbECDSYA9fRCWLwVlKbwwe4/BPQAWIFJoR0JMSHOGCWbzWJnEzYIKEeBF2BGUHJ2wzE75hzhBIdVjzmVXT8z6ZY7Jb8/gxTeF7HByzPLPQ3BlBEGccN2EwKBQY8S5QxzJy1EIAh2pwqB90JQFh4+JxDC6LZslRbel01DE4IXZMs57qVBbzfYGAF6sQORC1B0BvtOViLCkcDZtsmpA6iqS6aBcgu+PsfW0PEeCMb8Af18oj87xtmj9FmA6fDRqQc5Bkbv1C3Sgg8f76u8ePYOVN921qkzRHsaQQxwcdAiyA3tpGTjtNoA1yV6XIrCxiQwX0tk68mK672jHewqBrAKwI0lZ6VUwMBuZE4h81orTNktedG2o8x4TotyEQFKo0BvSTCSTRdavTG5gIExPsPHJ2pfyVhjnnsw0l8rBI4knlEG+oaYQ5H4AC7gdMyZFaOFfUwbaQ42QHDH2U+czw7XieP2woDTYx8eBNYYkO/GC8tpd8HRP+C7Dx8heuLT42/x/PQ9+vnAeD6+zXj8Ux1+/esFJL66IjGn1vu+4lu+7xz749/nyA5emQRaAO6bLO67a3Rsu+QXdt7lmt4wm+IcP34tgmQY2HRI3aV6b8Cj9KdvH3BoQVMCFz+IYL6+MjiwCUWFWIPWA16fkKIYCQ6DJfzZnFiE6x+5zyl/ZET6XTPuBRk6AIBo0FMaajlQ6o39KLUCs8BMIDMSQ2EnIUx0l+I4WoMXobKOD4wn+zZMxN4k4aOcHf08sVjO4V+VonCLOHtGiV3EAymW7j4j8URQpltPHkaU1QjL2UvKSFAHrxZqFEGUdiBAa5gt9lRBBMwxB0phtYAbxfa5fqnjKUlgUdp0A9BjI672AzBqlOkC1R1SI7ZHVlMpwaQV1KW9CWvjZOkSMPpiem+ARzT830hEqlLzLKQWNPz+q6bej7Hz3s/r98cqWXv/+kpaXKDVvydwBPwZ4FFeGAfGMDMbU+lY+ByLNVGR9YS89MVqAALtTOcwqZwWlN2J0Y2Ia0w+JnE0hEgLXBpR/LWTkKEEGAqi85Xw4eaEttjcJVFG7M/ScTuoOwBSCudIIewM3ioDp8IVMCCAFlRRdgfSEBE/6dBpBE/tUNxuwXxxMmPksm8w0IkStnhthwr7NVask4H0+5PdRCqAfybAX399vnzbM40/j6PgX/43f4WXlxf81f/7r/CHH3x9+T+WrF8BcAPwAL+qAriDTKoTBOcQGIA74J0AElIfKhOqAD5UdrNLofHr/enlJ8c1PwdEYBufm51ffoSAeO/Ay0cykBaWWApevvsO0IZaD6BWMu8iy5H1vgtlD72LhK7cJqYAAIMqLpgo1YgyjmQPSQSx8ARL2TrYI/Pmnp2TdH8mb+xHDrNgbdnewNMCOpzZ30lxyDHCuQfFXletpTsqHF3+rjPvH/4YzTCqocvEiQGHEnT48CsclRoOdj5xPh4w4xpttxuOphDcglnjECn48OEDzseDXVo6xfjhUWKjbO8LAFYGphX4MLw+HgzORIHaIpBlRpRgEuK5laXh04fj9XNfQCYQdjYdF49yAGT3qLlsBoClo6CqqK3BQN0FDHYxep4EYUopKFXwx+9f0QeZnD6dGVBhhtqRXbOi9bZNtjsFUNqBVpkMOI6KWtkhzh6KH16/x8f7ryBSeK2xKT76wDksygd5XhdHd2BkxmWJcLOjn/UJ6SfvSbA21asgtkqKV2Jlc0otONoRJXcMDp597KxQU7RGrZRHP4E/fg+44cOHO+ag9hKvUlFwokrFy8cXDGdpzzhP9CcBRSmK6iXGLXU2Lhu3sttZa5W/R7SqtywPNJbyzWj5C+zsXwxVUdLE7y+3ABaxM5gCtMbsvpqgHjXanINUdmABP3T46WzZFEgV1AvItoyhKI7bwWAxxTiz7FWyLNaowzMBtxPDgNS/Ua2cZ3WglY7ZT8hv/hLeByoU0jaLY5X4aNmshBDxjsqXL47UlrO5SwYSLBo2Qk9ixpylrsPZe/gFP+/x+PSZf3EyxhSOqgh2iMKtYwx2rSlNoQ1RNumotWCYYrjDo7GBOwW1mV1MRlo47v1Eat+4APVopOTGcW8HxDuAjtYKytGgxpLZMSb6YIb7OBSQzn1HCGhR7yG8NssubiuiWzZLFwtm838lAF732KF9rHtBPHX3WCeO9PoicCFjs9VoZBJ75AixZncyLFeHH8hifGrR6CrJjHWWrHnQky1nnAhGUTLMvcHgqPJbKG4MSM0IbPnv1nVdWSwAASsPHQzOV43EoSwmaI4PQF9yPidSsw1gAAUpq1vsCnzD5rkZ/vj5M1/LeeNAV1mBlvnEcSMIXBsDvbXMj4p7rXAcmA5YuwEAjuPA7c6umQ4mH8458fp8oqig1lu4ywazjjEkynCB0pTdjNSgLUAUmziDaSMKMhYA9OFs7IAa5fIRXNUDrd6BMTGGod0OQD4wqH04A+RsJJDBLOm/fAY24FNXaaQKFitEM8FwoQwsLSlBCFlHw4T7HT4sQPGLcK0TPIOCgalMNucxR6k5FyYp+quNKDCGYfQOyInn84nneRJEPP9ubPx/jOMLoCf8wOsh8hY4ytfeHwtwSYbY5Tven5/sQwbRq+Q5z7PAQL1o3mExRb7wOi8x0Cqhj8eQyS8tuipR6CvTdvkl0DrPjloqSuE+aeZLQFlRAjzVBbS22oB64uPLByaT+gnrT+5P5YA2QEwA69HQaW5AR4BkeifjVlRgGgC61GCQZnlshShZqC4KE8ZmAgDaULzFvCZZwm0DaSpYrEA3svLV+T1OlQYCGs4mIefpi3HkLhcNYcRzA2prKDIBsLrGYJjigNKqjri2ZgRX3R2YBg9pg5LMTQfgkyXmwfC6HRX344D3yaYqJ6uBZCUDDOMBDB24HQdqafBCEXsCM2B5aYky01KgtULqAb3doa3CoxQ2Z930iWyOyzK6L+e2RnzHcbA3fhJ9UV+Mx+v45y4pAMznYnQh/LNkHvF73q+tzZxc13IBdjNJ/ZOJfPc36/xPAUffSgr4ZvCIKCE7vVzPTVpX+eL9hGmC5hqONY0QuFgs0NTJ7lRwtiQEsMR7GeDG5kq4D1LpiGh6v2sQ2bLbdBIZlQiynFn11CsZcwKTGRT3gpf7nd2SQtCU3UWizGLwexUCqSCVeS3myPg7ABccdeAsJw2CMhvTjga7TxQdBDuETJYxAY2faRu8MERnaGzg4+KeQQA8AfwOwK8B3D/c8NvXJ/5of1752vtDXHCMO8qzAtYAdMxw4a6ldP+QxwTvZRffYBkdA/DDK++3grBLjs8RYNK8bhjY4/YePMpFGw2DA+cHDtDnTp8CQhS+FUSgTMZRO/LfBbXdcNxe8PG7v2B7YG0YYBccVwFaalnQYXZgsXcil0y2kZJ2mSUMWghApPBvTCnW5+bUl9h0M3ASgXo4rJiXrDY7NPniXW0uVtZ3Z+09EBt9jlf+3pMJEG15xaHBanABmR/2zun4mQ8Ptk068yU2eVEaguGROZUCKRVaGmqJVryYSOFDuOB+3MJWAHOcQELOHgG/Uyttzon5fGJM4PF8ECKsBwSO3jn2zJimltSAWYFFXGWT3e405oEF5TlN+xZDJWDV+xk2NMx2ZHCSdeQAvv/DH8keqsdy+M5nx+trx3Cnw22AVEAz+AT1nAqEIq7uqMoS3VZp70qpaAep049nj4BIIGDmCMGccQA2BM9zoM8o91UCq8NkCeVTq64EqJYlfgN1dBy1bVAGjj4GWSROpXxV2vQ5eQ1VFK0xS27gWLkA96JojY7Zr4+Jmz7h/gq8EgxtxfF6PoMK3tAOPpjH44nH2TEnv9tn6gQQQPNSAvBJMEuWg10Kr+U4atS22ypLG32yTBqAY0JKBNmmEG273ETJXI2Zvc5bCzX9aosOSi64vUTQZ072CELAVcsC1yjZx+e8KPMQMmY7A2iVjl447lrJ8lhCycJAqKbNip1pBpDJbiwT4jxvah+VCF7ZiZJZRZFCHRMtTLx6Fpc6Ntzge70ZxWpTI8gupZtjkIU3Jin2oxM4ytLRXwLziI7kQAvNB+sDHYbvvnvB6+cfuN7EQ/zY4a7QJjjKgVfT4GQZxA19CArmInawEp/gURFsMVCPdeexLyEcRiWL5eyOaYoPH36F48YxPPszMr9AH0/U8gGw1L1zrLrSeMbrnCJYwl1SAZlkC5mgz9AHC8BzlY/wIhG4cawNZ2V2IKgUmq8orUQ5XQYw9Bd90hEY1jGDyedzQALwVhEUcZYo8GswzonzfL4LDNKPDFYToqICFRr9XsmIUozHbwEAc0oI99sqtxEDbPS9vlowCaJEIUtmIWSYlVIgzSEjy2iyXTXLgTEsgPhwdCY7ZkowIM1siaYJURC0qgsMEXB/gThFZ2tFaYrS6BtPAHZUHPc7Xm4vKLXBfOLZO7rZYuS3jy/os2OE0C0DXY7pPQBn1AOubQU5Lpx3lISIboFOX6j3DlOHCsuQFRU+BZ/tJIMAilJvgHxAeQ64d8zRV0BTlWz/Qwt66KFNd7ifcDcUZ7OABOdNLiU8qgCYgNOwN8kiUy341a8+on9+4vPrJ5wnz9eOiqaKMTukTnb7RcYJtKkKC1DdgcoxalUYjJpRx2xGcI6J4d9Ay/8nOr4Ej/Z6Ab4SqC6H+e37v/n7sAPZ7AK89dFCdy2IBz925kwyvOksjJ3ESdKAIsgMmmLIa+q+vXSJazFjU5qlNyjR1Zig8AIr3aG14P7hjlutFIYfA5Kxqlkw9hwyBhmGGsBKBi6ubIBUyDJagYoooNwNPSIWh6AqgxKbjnM47Jxo0tHqAYhQizUSKgQx6JuYpYTC4DqyCcEAZIQfG1CezZVIm7NEqSqipX3HnB2fPxNE1dFRj0bIQsjo5zoAuvVgenO4RgVu7vBgHxMLsGXnBYIWnRslwDRWLgmO0mAWfkIkBeZMjSb69fQLYl7Fc6+3A1Iqu7DFXoJSoe2ANLbNzlJ6KdERMeZD+t9v4JucUw5YMrrBnUgcmJJlaVjg6Bcat/GpbOCScgjvdfey4gp5vnfXAeTyewvUfskUfHvk9WxgK+QVovIl2ZIhIvhNxzeDR5J1nspJryKYSAq5rCg8690pCsZBnJjE7IKOrlJZG0HlacDpGJTKMjUinVwEHtladmwhTSTr1j2sgXBkWXdpsh9A2AGWzGGXkCBQWBE6oCWofrIp/ikKej4fnGQSwrT9hM3JlqhO1tM8T6B3HPWA20R/PNA7u7SFVAEsSq1agEc1gCNzPi/1t+BRsnEAAipU0dnsvwHg8+uJv/iLX+H+PPGHR8fnYTGp/7zjHAP/r7/6G/z25cD9ONDHxOtJfZ4fO1eGEH+f3O7XStbyvO8XcN5/AW3tmMH6BFlI9u58fvkBNhKe58jvKjOaRUvENyxFxhjhRB5RtqZ0xs6zg4hxgbTCWlhBGKEQPRMA4QjCJRrATNQauhJy6WoWNHlLcAjYm3M42j6zg5PClUHUNjocvb2f7+/PRiQ8aaYyiUZ5vO+aUbiicfl9AgraM1xkKJPB3i/p8NTTmWkcsx22MKieYSC1QEtFPe5hSDvEJ+AzOkHS1lB4OLRxIPDp0X2NWRduZmRL9qCxo7BjUmJzksF6PJveqT+U4v9Y8zdEiON57lpygoXUdBPcjls4RrKA9gSgLAKy8xwQFTTMVUIyZ4ol8rkZfNWee2x25xgoqhiTCm/TCw4RvHy4QQqB/tH5uzEngwJjkHqeHdlNhGSfgmcfmBYBFLfTEIn2eM92+lhi0zGnoQkp0mTtUFsjA06JBazQVa/vYpg6UG4TtTGzozZRzaHDUYQ2+H5UOpEB5i49Iw3B7ChNG4PzALE/pMA4AycQ1BGWZ+had3wmtTW0WtBaWSVvUyamF+iITnACrNLumsLjBVsk+tIBBB5NPTyWdYhyR/ttwFFbxdGOcHAK+pjbjiZf3IFDyKywafBBjQQKb9elb+RJXQyn2Y3zml0fHe1gV6ERSRWK4cnal9IOlXTKdojGNYp9frZYzz6Oe6/ewUVqJXA9T7MQes6Wx/xJwIg/c2uO9V9GtzUVXWVFzIyyy4PgA+rRcI4TsBGMZ4FXg1ojWwsabBLeO8uyyMoW3ftCrQ1zZEAGhKw9N7CwKR/qwJyOMShi757EvOB4UzgCqvxzPk+gVjQ9Qt+Hu7IZWEYAgnalFKSKRh70vxzzOTBGB1lzjTYDASYIyzvdaVfGiI5iSBZCNj/R1dUNCJMZAc+0gTnG6jLqcwCzo2jF7aZA6EfBEGAjgyAKqYef6OF/xnh5AMFVCpnBcMAjcz5mCNbON0CYZvJIJFpKM9nC5qgTJiybyx/ewmT5F7hehzEjDTOMZ8fsA+JYnY++LgPg28cFbWot0Y04gimLpirSQjeqbFa0HUckHgYkxPSZXXec40R/naiNbAcB7frSfFmsyzDKXpDFNdNSv43zhCAN2RuCCkGhZffcHy10Xya0fMacD/QxIaXiw69+RUbHODF7R3anog4f5RfcJ7x42C1BcQ2CNDdi0bx+ib05yqWUTEgJBkHVBqsz5soAhML1IiyVZvMB7n3ApD2fQh2jGXpOZtDC5HTa6LTFtVYIGo72y/Kd3nj5X1Au4h3vAaavsBe+SCb61/3EjAVRmegxQoZvv98CtKlKlrSHRh92wAwgiAUJHEnMKYI9Jll2igUoMdmfCQteZDL5S6nLv9HlV2t4L5eRiiSIaoFHs0TGpA4JfZ+i/B4dBjHdgum8GJ6x1KW/YeaRJInIZ+n/Mfki0XqeCRTGFDJBnVQw4WRBVzR3SJwry7jnODH6CbNOn6gQeC5jojjjZjcya+Z4Rkk9qG3oCNF4XlvRskBzCFldtTBhPYzrGM7nkSWyHn0aF/gY6KBnTO4JinPNVjko5F6TuW0YLjBVFKPvZXFdgV7tEuRS6JqYA8qO5ICsvViEHeV2Q5qwiZrIka7SuiLl7fOI+bM05hAsWAmAKOOyLK+8xFXcs+ZaK0laWJNLgNVg4rJaBOn/7nPKJXaDExtJRt8CZx2r7HqvzfC4VHIxoKgscXCbez/5U8efxTzSkAwXhEE2gftYmUauuMwG2HqfSRhd01VyoKHSldmnwHgQ2/ii+uZNZ7u/8FexhBllD3YG5OoSXawuT2VNXH6WEykCqci+QxHU7Ev2tIczHaKzXP9c7Fh05L0obI4AqSJ7FhPSnSLM0/afZkwwXVk0mydCtkyi7H65kwSPujlujxPffXfHy68+4I+vJ/7295/+bEDHHXg9iUp/aJX6IrXi2Sden193wB0/4s/EUeKn47oQ9nGL3+XaSVCsgqygG4BcyxrGOCocUdKuegBtvplJVyN/vcZ5+d319wWhh8THiZBaWc9MFatmtfeB19cntU6U7VdLOOim0dJeubip21Ei0zAX/VYuGkkGxPsUbJHsF0dNVjDF9eDhdF+zZWFMMnMTgAbnZ6wfIMTr4o49OgRes8CxTtIxeyMeGKP1Rv/oUq/+izoSQHKHmYDtMxm80qFg5x4tB9phwaKqYMqboIHNEQ4CA+tSw3Yp4hkhNhFZoIwv1hJgYwQZIMWZW5T/cRMdg1no7AxD2yU7i6ZkZxI03LpTHhllCF9PfYFpFFoclllpD5bjJJMh3uPmS/h+wyHZ8cFXC3cHlrNtjgBVOMfYtc3hwSCaYbjm6CsrxBr86BziCaIpbevqsDWjkDMp/7IcwKMdOG4H57bxmUiMG0sWEDkHD2fB2VK5OJ15p+6eFsFHtsFBEerraZTauBlkpm5UjKUog/vBLLEoM1PcpwrEJ1QUx3GwXn8Bt76ClFor6sFyCo/guCkdCYVAR0ephtKNwZGSDcvnWrdRyrUnEmUnHpVebEFbGq8rs4bT5hIwpl1IgeqAISd2CTgi+ye5P0VixI0dt8p+DbBIqliIYROM5HcHSIDoMCTcn7MTYba93XONR2bgEGts2evllyUIsssalu1xvzC53v/Y+nPMSbH4+fPbp9Ya5nQoPd0AOchupkAxs8lYoELYZUNGJaED5FHK7MsmZxF+xBik9IN+TzrqWXJWBeg+4R6tOcTgwYhY5UCpHZl0/ov0gK8shMOlcy7llhKBFkBbkxntWivcDb0/gRNwGEQDSFFEKZtjngT9bV5iphSllrA/IMAAYHW2XQ0Ecl+aA5gDpZApCUdo7lBPaAx2zqJW4BufnX+u/U6WE5/ZcMAxBsEejpktECwTOAifUUWj7JYO+dIGge+14EB6eywjnvDZ4cNgoX2kABCaeojzerewqUCyFOKKY9OI57WCUeccAi7rHQF2KWxOnG7QOSFSYo1FSeg5cLvdoytaDd9dyUAsZCA5PDYK38vayGQgyBLJqvhugGLWl+gdKrb3aYnyTBAkL+C1mhuKenR8Njw+f2ZXKI2uS2EPx5iY6pBSYTNALuzmBXSB0h/agb8AYTMmsuSXJf4DGnELzNh0ILs2x17ChANBC7PJ5hGikFrWM6cOXoVIQ20/fzltHisxA8T83V5yRELxxvwj59uXh3nKLPyJ1GL4qvR/7O33XK5Lo3tptkZfql+OaP6AeKSxmnPu5/MNZtg6p22fNeO1jAlVdhMApB/+/iYTNFOCpaqN74uumO5AyQBOwKxzGdDGslL6jgqbPeYEAaiUtsjgXySbS5TlMxHQCC01R6zHkL24XF5aNnODuGNKh/kJ9w7BgILlvnD6SkxAODUWS8EcBJ64zGhr3Ei8cAdKJrZyP1rzhM9BtYBNfzNpqssO7THXdd0iCY8gutPFUS20bJdRZkMJkdBo8iVHkwBxxuEurDpAdnaN7q5SazSyYtksAvCHCEE44Xcg9OzSF+Kc2qVpV7aept29xEsS/nLO47Q7AFY1xwKwzQJESvoTwi/yC4gjb87x5mWkT5VLwPd6EqctDptni00ArIe3hli2bftG9OibwaMxmUdINsLlTkEK1nZ0GORbYo1wjYULopwatLQIKxYQqYHW2iUIJFOJ1LYWHTVwsQl6mVw5JsF5Wk5y5IjfZCA4gcdCH5k1kuUIpbZGqTUQbw5qquR71Dx7OAxS6CjRKWd3CC8G1QHzvoCJMYA+gjmTIBL2LV0f2xW2uey1AAiGDACvjyd++5ff4eOdnSv+8BPgUZ7/x1zqxzD4OPHxww33G8Vkfww8ymv6se9Jhk8yqa6/qyBg8/5cOQb3+GzTDD4p6mqTekjiQI0vmbaZWn75jus55+V39u53wGY6TeOzKbTVFDpNW+vMdOL5xNlZG63mkBZ6BOnMpx0Jp12LQaZupFhydDKwTycmzfAl0Eqk2TeQmsHbFuq2rTEhG7S4GrhFTWVqLBz8DNbSsPhq85tAk6RjayMCn8myrUDxfklla+upG4G2GRvfdFCwVw8GwXBuwqXAW4P3DrcTPjtsdAYt9QXVH0CwYEYZe2NzPg9kOS44FmRKUmQ6AzLaAlmszezwwQ0a4cj7AvnSkdVgo81Fy6emS4o4zxnZTWFZVAbKKVh7dmZ9VT2ou8E0WOiqRIlZzFdwk5mIcooERMH5WZT2dK2dKIVKDZoRenVkFQlQLg6HgOOuhV1teoHLRHYmyllflC2QaxXUEvNbHDMCRjNDn9S1S4eR8nbMhKcTQrgwgJHKUqkqUbYRmWD3Ce8GsRksqnyOBF/mmFFuQwBRFIAXdvQpBcdRtw6A7LVWVBhUJQtB2ZZ9iVcqoHVCq0E6M3QExehUZGMIAMyE14rWNispy12KsjTaLPc3X2uYXUdZmgkEoxZxSZ7BuSBFaJcWIST0jsoqG1gb85VKHe/OJacRBGiW1MWfO2QOphnSQdnnve53y5dxLFv3BkCyBArmBpCiGysBv06AoJ8Y40Qf/PPnPo7WMARkNcLgg3PZoqV8axVeifxQz2hGCaLDCyI4kQufPgKjsCVwMGGQwHIA25KIksR6jvSMCHVoFBMiBrPdGp6C+Mn8ZotjOssTHgE+58VYQDOz7bHPIJifnrGPQCcdX7MBEZYhlpLAloet9tA6IjulpAB9SRATyI5/HplCAgwxR+YMvY4J8dSGop7NnANjDvR+YkaXRndf7Hy2h457yImqASxLljZxppYavp/LkhtY2LfLYrsnoMSl83aPTHtLW2rcV+fg/JgW+2sGFQKxAI6V5bk/RFe9BG+QwW50tbTYM8yN9hfRjCMCSw275BEswxx9BqiHZKrS3nA9dYg2lBKJLk37s20pgomW+mxw572wFCD8biGr22y1G3c3CCZcC4oAbAwRnG3JPXMuP6Qgmna4oz8fkFmh7YZaCu2nJLMIaKrYdQZxTVnut2yirECuj4HzfFDXTsiimGPABNGJsK1xXj5axDmjMxYQ1PUdosECsZQByHnEJim/lOPf/Ot/jX/5H/1H+PDxO1y1vNIZ/wLWuYBI77VTlo/5jQd9oOCsXr87/JUtWHGJct9dS/pkAC5x2n5vBvwJDHk8e8jmS4qG7tD8FlAvwAX3KEmgj2DCvU0NMQcGTApQW7SZz9hTMYX7slbdLGrlWodm7JDl3gE2ZNmohk5S2QlkmxPDHnCtTHJaLkmjr6UTUGMJb9hz7iFjaQGnvtzEpK8miokRGrPb1ooaVMpaO1EVGtEMWUm0qZHYwOrVCSyWXwDy2S1UlQlJCTKGJyPU42bIYbY9ikhW8rT0y8Pgxt5SSoUeN/pBWqCtQWuDtoNAQ3Y61vyhjhQTuAHWq4bvy9gQeUkX8Jk2VbHg0rVfxVjHfFzxwPp9xGVO6QWILdA6z7P8IbnoGl3gj5Xkj/Xj4ovptdZugtzIZ//lul1LK12Mb8OOvh08+vTaoYfifjDgmTOz3RIbO+GAXKw5YG5E/Yen1oqgFl/AsMeNqwpKEepCLDHFREQlBAAVasn+2Rs34qELEOynCG4cQYcTYNHPwtkVhcjctNUrCCW6waPCbmoaGT/OZ1mt/BD0NQl1fAvHJxdp79yQx9zXehmiNRE0HkYyaK5lVgnfXG53gyIKnJ0CmqN3VAXOr6BDgi28nYymrx1PAPgcbdj067PoCs587chr06+8R0FWUYJI74GdvK4BsoGQPl2ApgbOm+Ogoe4n35tm/xqQyOWc7xlc5d17gSiDm3vcewfOGAqyGwCtA8/zCWc7wWinTGPJDDnnpZsCzg59rfoynu6Z1aSjc/ZOSnOp0KTfxwTXKOecnpMnDMECLhAB1kXbwTeAtJ6Hpzi2QcduH5/+srmtDgeY7BhFG2mYswOjryDFw/kaY+KHTz9/WUgezx8+Yf7615iHU6iyDIzJrim3euA4WjDFBGIdagM+n7D+gJ0PzPNJm4GJ4+NfAucfuCmPgfM88Xye0DEoqgoA8HCEqWfjkf1wi0DGgSIVPiZBE1FMTMzhkd0keDQnRQGP44jue6whd3GYKWQmqwSAEhxYtkFpw3JSqwi0Hnicn2ij1m4Qb7HYYyNLa+6k52YtuiEYJnR3zB3P54mjVqAVbqTGbklzGCjeFB11jHPIodGtj2AT8Q1OtBraJZnLT0POUgjq4qi9wiagiE5nta65LOEpJnNUCyAzNtYIsgqYeeJYbuZRjbHl2hQCNxOQvkEsVcWH+4HPcPQeDDulhouWGuxHD0aaLgBJ43U6qTP2jXD61qbh6xmVwoQGtzhbrIIE1BikCO73G1oLsXzf2bsEd0Q8xIQp0D6MJTAmCAZWOlIKPSrGnBBmgN50e0RcRm019jGsWb7LG2351tyzg6kWz64EaFQKHcsZc25n7GhpaYe5f14Dk3AJkY7Oyh7blW00AkSaIZDdcfYn+njiPF/xPD/jeb7i+XzgPB/oz0//EKbl73W0WyPQ16m7lgKbz/MJN6e+F2scMOaJ53jCApC1C2Veo9QxQWWZY2WGbQ4gdNBUsoSqrB/VAhcDpEF0ks0hLMMXYXrHY50SII09zC105ALoLpU2TcsKktOJ3+AUo4mihfo2xs5mUgy1spOOqLD5iIdWCItTwwesaO2GWm+AlDf+g7/5WzrnZLhYiNFmmcqYLAsjI5Kso3kyWJpjsDW1M3gTYTk4xtY8cR8w3eWhGsAogXOlPEI6I6krteMJBlXqCMpqgEjboQluDXxwXicounUttmeiAJoGeKVORjxkrQ0kIxS0w/TJg60MuySo4uLCDwaE2Xx4lGWfkfylYDDBQIsA78rGCua+G6YNKBrnjWeIIwGK0ZkqGQVF6elKMCMCUBy0seqYHi06UkfVo4OlCBPS0yN5yDVU3DFKRSt1gfUohcyvSzc8d8MYndpF6riXAyl4a3Pi8XzF8/MjdO8cI+ZMKwWl3CF6j8DKgu2V/teETw+mWcMuOY6uf2A31wRpz2H4m+9/OX7Tf/Gf/R/w8bvv8OHjdwv4w/4DJraF8sMFlQRwrwBSvH+BM1fP+seCUYlkCy7xG7DLu5bHfjnBxSDI9Z8eEMcKDvf1MAlmO2GyLjnhjbfr7SePABcYpBuy5FHBeWaVjB87HV4aUFn6SI0dJlnGSfH7UmgzTHwB1Km/I9CV6FFV9NEJ3B41yiFkB/s+0f2PwO3XAApJ8ObwMYARcjPYYMUCJfIHXFOs7iLbJu2TpFSF5e0HoyhYxukbuFFbrWhFESy2kSZzcwagEaDM9ZyqCnOymqBkPRVwbYljsY49ys8SlDEHGdypgRSM8COY06U2SG18vTXUcoNq3Q1FAinJeEwzpl8VHcFwh69rTQAmasIAAZoWDN5x/B7LjmfiPpwhVqiEw3kFTL+w+2/mubwBkK4MOo05nWDRik4CrPrJIxf55X0isll9f+L49m5rZkujBx7aCSA12QA8+4l0IaqGgCkcc56o6HDUyEZeaFR2QYGjqwZbYAKrDjWzYSUZTrqEsa43nEghZFPCWLZG3QWNW+U3ligPyYmzDcrKikq0RQzF+YWEmkVGLj4giIkcE0cQC5DAU20V9VCcvzO8fKDmUVnOWQQtAtR4jg0bDClgCdfABpN4D/ypAH7fgR/+6g/493/zgl9/bPjNd4rP39v6XJreLM9KYOSBHwd/ngCeCSC9O64A108dBrKEvvb683IvCeAkeJbnFwBP2+877e133g5FM8fojscFiMO7c+d3XgEtxJ8rUYYNPgX5DXDg7MDrKxMSpQHHncbv8XjCRGHC9rSoNB4DFFDKcsc0BBolMWNwAZWa2X3OIxHB8KgTRgacYTxFYyPRBRol2AoRtELdgjlZgqCaosc7q5OHiECjhnwZwcuRjnKi/9sAgs5PiJECjn/7X3/Gf/J//HdfecI/z/Gf/2//N/jv/0//Z/gX//F/m+KVTsf9w/2GowpQyAaspaCVFxTrwGgYZ8UZNefeB6YXfPj4AV6pp9HPE3Bg9oFHbCYAolQoKKfgs1U/oWAr1zEpjDdnB2ohABMblNR0jMNRukxeroewS6VAzFDLbhnf7jcyTGrFEaLKZqBQrBagMnOf56I9U1KUxZf5sgj8WyvUejDCuEUrN6EAlz6/PjGPgbsdsBpMKXf0MQlAaAXkzNtZTspjSDCrFJiCOQb++D1FSCWAMOhkxs7iGgWRr+JPtjkNvJLA3AjmXZQjQAWjOz59euDDhxuOxlbQALtarTbWkV1ajKRmqH0Em3UG6YBBbDN2QtQaDIhg9VGDhUmMGrpDu3w0gonJcy6nwBzdCBAm+CFC0es5HUc9ovVu0NA99Vmcz6aFJlM4iqUUlFaCeWSoR+iomQBTqW9gAxDOAzKBGm4vL3g+nnh2AgVaCDrV1lAq51GpDS5Rwx9zW0qUKHbqga3xQ4IMyToqCzhKPYBkWi7FCElSVlkBruxf4QqSLbYkHNO4jvp4koKPCZZcdYKcZuh94uwD59lx9pOag+MXULZ2P+ACTB9wL4DcUErB6+OJ2gS3xsYaEABDMHyw7C41n7K0VRVmFNuGTXafCud6AtHpSkK/oMSPQlHYktgBoEF1ho6WolSDjg7zKMMMvCkDrGlkNRLfNDQBUBRSBD4DDDRjifDafSfXmUVJd6uMkGSiVkULtqWqwEboX4awtRmB2lI4L92pwQYHSrmFphwFYKdN9LPTxtq5gK8iKepueJ4PnM8Hnq8P9NcnW94DGMpOdtIqIFxfaoapDu+R4a7PGAuW+RVs/zLQN2DK9kUVBJMCEPF06MWJIWVW2QnUinOd2aAg9OyT5YxJnQHA8teAU40d+Y6DHdIkgGqIsf02Ed1oeV0wdWKeht4BKQ4TRdEblu5S4EclGPNzTsweXeuguNcD48WwmgEAEBjUJ+cLUgfUF5DMsWcHOBEWrMCB4gVVDH0G2OKyAkHVhgqHqrHM0RrUeY5QhmFSYnQGw2AS4rgfeH4aIVTcITgCsC+Y4eXVqpF4dHhognkAalnyorHXlsL9YZqjlIaP330H6x3eJzus9QfaUVBfWsSvBCWnG1RfoHpDqx9R2gtEajDiOs7xA6Y/AKEX/3/+13/A//J//f/9xzA1f+djBbuGL3zC1ADLoPINIOAJwLw73+X/AC4pgi/e9MZXd4AAYwbc7y4yX6VfEOzkbN4CfwO+Ahmc8/6mGUqRde15Nu5OCptbfPtHQ+dI3AABagsTvDR/tJ/auLZKO/D6+RNaqZR7McM4T8zziXZQg4isOkED98LeR/iRvCYBNYaHKvpg+X7J8sdgTFo/ybJRje5sl8uNMc1udsm+WnFkhLGLxAGOT6mVTHd3SGmMTTNJ4DPYxrwWABcWJpm00GS2RwMf6fCzUwdNMjFE3wgxtzTA/FXdE/d83A54NzwfnQBTO6JcTzFHJzMrymlLMMiOW4O0xsR+LfAo/1MVeJ/BHMsImzIKAmrrsQ9C+sqGKZxvb6oNLOP2K1sOb9bDm3mYKB8isX+VrbgAQsn+nSHRgMUSlw0M+fXrrok2vPGdvlyb+++7KkXe4Us7OfAtxzeDR98divshwKRmB1Rw3O4QrQGcGAqyG4JAne0sAWpjVJ3ImAlzog8adlWFFZaVTLBjjsfioYHgjYwRTKRWCTC44410PrBo+HNOrDpYbmtwpoKwaukjY6qqJCXFhuOyjQ6EG1AGoynOhgCrcpJx0OksaKlLUFKd7Q5bqWi3E6+fSScsFbjf2dHrHMDzBB4nrzbd3exy1kGmjuFtN7HsI5Ng01/94RV//YdXfAi84CCIu96fZWTvy8mu5V4/ddwL8Jh/Xue1r53X49pT20gvryeIkzybZChdgSED8EcD+ifD7QDqB6B84jnTHMjlc3nunHoJGvnl7znu+Wf6g2MCrw/GIIcTQIIDj9dXTBF4rfBToF4x4LACaIuM14yAGOE7wwJ4JUBE5kSJzoBs2Swoqxwha9G5tAxafCHMy4Y46EBCMQbfX6vgdruFeOzJ7DJ2cFeErWa5fJyie1SjB+Ja+zkA3x1vRIA5FSaZ7f75g7KvHXNGttM9StWoMcB1z1pn6A52ScEnRbeEQGotDe1+4LRXnGfH8xw4O4Px+4cPEFGcj+cCsd1nCGnSqeJmZBtJyRKcdFTTsIDGvdTQiPFoI+2FXR3DYWeQT2aHqkZXpl1yRFs24c4672mGetSlzYassYZSSwME1V0BrYrSGjt1uMFGAiBRIjTGAjLnfDK7HDb3BAGLIoIfpuKcBanVQr2T0P5IwVF34ADMKNDqCQzH2HmIST+kQc4BFEOtbZWKCNjq2ybLoTsIXhxHXeXiWXrpQo0BKexSohxsOoju8HK1DgRkKuhczdM4B6qgHrfVEYOaQb42/BRFzB/qnDimNkyf6OeTIuoiaIei3RtwCuZ5YvpEheN2tNC/ioRXZhpLjbJEAAEaak2wip0fRQU+o5ufRYAFx3R2z1IA5Yg53phtK/XAIWy/UFvFcRxo9Qh2l0GPewBcFJ9hG+qKYc8QhWfZRmofpo0oqlvYFwjQY7NzlzAldpZ5okPaFlvmMxJ2bHOK1ue52La+4nak05nOGe+5947vfvUdbd45CCQ9O877z68tYtNwPslctNFpc1VgraILQZjzSYFWNYXKR1SdcOuw83tYfQHKsc43UwdssJQ4+VtNJyA1nGR2fnCw3XMB4CPKB+SIOUwGUunRgSe7xwpREDKIHI7BPcYKbBimGsvpYvnk/uQRTbHELvWAADJfqPEhxfFy3FBKsGLEKfCswWo7sebD1fke06B6Ak5tLnN+rn0USAc+/XBCJUuaZuyDd86zSvszbGCMB47jWCCV1gtD0A3eHRMGtN/GdViMOROnCjLjbZJxM42qjSXtuWR6HkiPY2CyJCv+U5EgbDokmh2MPjEHtQwkPl+Krs8AtG0yJ14+3hkkd7ahgYANXOI6So0W2ABwHCitohwH7agA0MY23+4wJUDzfD7I4imK+4cbXl7uGCrQx4He59JPM3fM3qHQ3SkIwV4OgJGRurN77CBKZuIwLXAfZEsFw5JBYHq2VMjU1giAusPmiT7Z7n6cHW6DTQ9UoGK4lYqByL4nSFQ8WIrseJxziTqIBMd2Of6kbh+ou8MmB+x8WE1htQE37uXnJ8AnO0pWZ0l2n2QzHe2G24cjOmyRzVdrQb/MYfpM9m3O9j/x4digywIWLs7zSsKG3+e+X5Srdkp+4M2xE57rHZmdvbxnvw4CCusL5Iv3vYnXndpefD1b4Vzevf65fVaJRZagibtH2X/4Z/7mgwA4x6BOUF4VMtmPLDvGpRSC1gL0Cu8d7bgDM0TxZ4fqhJRCwLEdCxR2E8AULgVaPcAgiZIyNruAF9RKm2AerG/PeFbRakW/2FU4kKxj5iX2oJH9jcXSImadfpjAIw5RlUhelSjrtQCRZjSZCYC3sPOrapA0FuBIP3s6m2z4MLLSky1vBI+fj75Y0AoSNfp5AqWRKY3QD5uh1yqCaax80gDn4YDE9T1fT9xLZaI+9ylzjNFRjnvoM24tpIUbID2KBFiyQmTEXJOFKBCUpN5kAVa5XM7JzSraDKfU9wNA/aUA2tYc3qFBXPSbaf9VcPe6Dq5SJUgQaG3Ubz97JQboZZE7fvw73h9/lmB23s2iZTrFqTWDg7iYhWpBMEtdn1NE5ibw3loKytFwv99w3I5gYHhk6ZRioUoKPMBa7Fu9Af5km3K8X+JpXIKqDUSAWEOTKOhqoeugCmbbFkMjnl48bBHZSu6DmgWAQTSRvT022g4ADpcOSZHPCNy0KI4b8HyNh6UEjtwBjNBCwi7hEmywowIXN4ZHAj4HtiB1ClSfAP7lbwV/+P1ufQxsoCSBo3b5ewJRX5rzfT3fOJ++6cj7q9idz7JUL490l6+MIMFmKLmRGQThvVxBsrzuPHK8JM5XQV2lHAO/fD5dmWlAHdSoynPVwjIe0VdMUehxQG8HKgoD1QY6b1XI7pkg3b1FhxwHA80Lo2FMZo9VD84pmaz/ndsYmLNzS63sQsUbDHBp7d2ytDIAj+zmpTY5ROrcKIh59pO6Gqm3E1o3RNTBjBM4f4srig5MEXas+QVk9L92WHRjApLOGe63MMPMH8WEQVDQGgGIteyV2RQTds462h3zIIJ3ogejiw6xAKit4IYD7ifGg3ZLApdQFbSjoTrF1LnpR0vpWEwExxGBGgA4fM7I3JKarNfgW6I7SWimdJCloEXZCUsLXp9PtFIxAqTkBSnEWdrKLjVl2TgtitYK5gAgRsBxbG0QR2aJWVrALplYekHneUKdmnQMSAzO9hzbwZQEkhQoAjeW60ns+guMjACQwFMERhbB5+QmnnRlgTNTFWBWWWwfgmNm2/rNAP7J9L4Aaj6Ruk/UyAMNyMRiBiarNAExEa7xUtPpkFVWIb5Lc9wVUkJgNcCmUgS1FYiE+LQ4MLCkVvDGyaauyq200CKScAhi47EN9F2P/PxKCsTp+tkBFNxud9R2kBlcKrNqYTdKzEkEcBBMenj8XRLASqGD2GclOjhxCpO5oGCnO1iHY5JuC/bVmW4Qr+yConwmb/ZyURR1dnbVgtbuOM8nPHwOBoJOzcBhzNheuq71fqKfJ/zx82sekZnTg3GRKa23gZQl1uypAxNJKhfI+AyMzwE8sHQUesDbbTFYWE7aoTUy48GWYacguTiDtIWc2/xwilpDxmLRSQT0Vz/EbWI4y8S03AD3aPTxdceAjB1boHjvT9isuB30x6i7YVFa1FDBkrGvJT0djjHH1ulB2GowYGGCz9gC3YFmwBgTL+1Aqy2SHx3PxzNK9YAbblBzzLOTgXmQfScreSNRXhal6DCYF2qZhL4S4DiC5WSTTRES2E9h7RY22ga1jDTWus+J18cr+oNaTG62gtkUVc2MtWeQBoSIdOjPSejjaYFGckI1OsPlHlYL9NbQjhsDIbPwYm0nycZk+XwITJdGVpbjhPvJbsJ+oB03HO2GWigfkZ2DELqIHqU2c7LzITuWWfjdwSr1SZsY2hwTji4GMWCMAug9pmoEsQAs4gZWCPhKYACAGvVlZmpH2TKNAAbnV2T7d9nvBZg8ydTMEqFWg03qYEAY9tseD3SbmJ2lfQ4D5gBOwzmf+CyfIDLQ6h213SGFtllLgUrDQGhGytfXy895ZMyWJdHrRWBXZuACHmGDE/HCOwDp60cK9i5/9HoNX3t/PDeE35xA1e7ylz+xL0d1yvuYkIydAw6wrbpHSZYw+ZUHS10zRl2uBbau7mZqcL9iUg4XMQO+geWl7XYAQ3AOwzCB1QLDAUjoGJqjBAtwiqG1YHaF7yG+u8CJKmoJHyxAW8iWVhFhEtRlISnLHmGSlTmDMamyNVjNWW5F7Uc+Hz5nibmbXQMB6ASmxLgIkxeelV6a2S8AGsLaBTBW77TWSMJIpr0AUgXwqCpCsPA1vlcrXBS9T2o/3gjamhmecxDMv7WdFA/wqR6VpeKFSbPaGkQrvChQDgLE5VhzOn24HNNVLi+pu4k34uxXlCXfOx1AVJPkuvFpEVO8mTAcxvWdOdWCrRrTJ8s2JT9ieYoNOuT8zb3i/YwXfJ1FlPP0jQ+S5/UMC75hMePPAY9EALdtAFww+2DWvLC0KzOGusCXLLVJZ5MTytP5LzuDfi3xISyqQUnbMMZx+xgBczwozUVkCM4y+mBmVUoNvaQGrQfWk4qASUVgRTfajAi20pGnN78mSTKPMmO+Hmz86RJlFEVZUznj3CUYJgrc7gSKpBPEnUZwIrUkriBHgiUJHiVLKBkyuLwvwSOiycDzk+Of/7M7fvjDE6+dXZZWWZiEiPDl2vMceT/vARWALVHzuAJLf5fjen/y7vX83fW7r9Ae4nfTCTDdG5lcegI+N9iU15/jludVEDR6kfge32Oy9kABjsZnU4MGNYIh9vowuDyB2nBPxkkRZvmbxopiQIC0Q85FocigNFVfeFUOkPkxfbWj9ul7LmhN7dIlSJrxNtu+l+XAJbBD/FbJwLkYkRmZEl5l4Oyynyg1mVjmJAhqZjheFhv5VWj3l3RkoG8Wa3U6rKbNl3BI2Y2qSDwLBUpk8+e4QepkW1VhFqm2RqBjsJ32yCBQBK21VUbwHCyboekrMe4FIfP2JjMQ2Ppm6qiRYhsgfLYiFgiyI1GKm4rv9cqANIJ1VRy3O1u1OyAzZn0EIVMUH18ayPznBYgJ5jnwGHyvmy/giEOWlGKFzYHuBp0KLdRL8fjJ4Q1eCSzuzeDBzgQyu7tAnkLNIs65eIDC+XYcZWsIgPpQUjiQHtRAUZDR0zi/j1pQVUM8O8qgS+O6dkd2A0vxcma3WaJ3FThvR0FNwEfDaQ32lEiUkcZcyrHRdAJkWy6J+eUhmJpCta1FSWFUEtUaVO3UYwBLVXIsb/dbZLQTZPPYT22NG/22yOZ7QQkULDs7coYIai2otwOtHVEKyQTLsAkToI8IjAOVmNH9ymwzf607odeD7c6TzWvCTCgCKCznA3a8IIXPL9vvdpqWX8X5uBy3nKK+35Sl7Al+Z3e1MSd67zjfgEf8wcy0yM93zOiMWGulFlUghZL6MA7Abf99hSUCkkpD8yXWeEGJrq+xx8SPSINYweFRilgaVAuyWx38dwBewDNx/D2ApqJR2q+I68j8q0FLVFJNNoyY3VAOlld6sK2lAJJZ8FgXtVSYZcbWcZ4nAMOcdzZLyeB0McJ9zVfEMHhEb6rsZJR7F0tnSX9SiY52oC2FeACiM5iofXUmMYtOZvOg3ao8lw3D63iSsVjiWuCARXdNpNyCBXtlEAgCOOdjQ94uPwAYzPuyaa4JkFIM1iNR8zYYQAB2YVuQYB4XjB3hO0uw5iu7D7lMYNC+nucJDbaVKpMK5aCotKnsvQgRyKks4NImbcAxJ9rRduJCc+3KKuFNAXsxYMrELCeqsDnB8BNuT2BGOaEUlOmYsZelRpZECbOZoI+T+2ahTuEMwKC2Bm8H7CALoUTJ4+gTbuxs6qGBJmZwYdJWc980W6LlEuzIBETcCEqOMaLTM8BOhBFcBVBH/RTFeBg7A1bOM5+8BjfgszMVe7sJXpQl5bVVYJ6UJIAvFuYv7XijvYItwrt+n3/xbad/6v1ffvJaLvXe6//xw1hz+SYuW8QFCaZdIXBKv1TexGvXaxYgysu2nV37ODi/6+oyClzd4jU+4cvBCWi6OEFEF3jhBboAdgDeHeMcnI9BLXa5lHAjEoNxdVoERVPk/hIjiUClAUddYtQLPEL6HwV7dB0Ku0gq7HsopUSVENhdbHKd9UEZgmmD4JE5WnTZzZK0FNsWv0SpIStAcJ4dLVWM875tP8nngVoFuBWMQfZ4oN/BUkoWoywtRgDog77jBJZeFMyAp0G8oN0ONkJJPUu9VBSUhtTf43gxmaIZKS9MYo9PgkZvnjmDoJiQl7mx4Hynv5ZJOxrTSI6yUoCgbMzCgcu8i6cvvr7ruq7WZMsj94rLta2/G95oFS2fqqQ/GLcQe+hVKJ1i/5fP/kMzjwCWnzGoyQljpKpmtsP90u0sByl3ngSJdLEdEIbZjJM3s+uynPC9UBysz2YphbD8JEHyNwPKc5QSE04FqRCfmzcwIjDbD8E9J01cFySCeFKK2RHjWui1zwYnjRVhYNIxZra9Rqaa4FHvMUf79dopDj0vZ84jiRG4fHP+O5lEwFsm0aMDv/GJ7z4o7sZFeJ6OGSyaQ6knlGBKAi3v+SQ57hWbnZTfWzlf0f8OCNLeUr4EifKeUuPpev9497ksA2uBjPX5VoA7P98v58k/HRtYqtj2QbGZYaJAK5RtaA24VaCVgvv9wMdffYfbhxva/UC9sX22lQh25wHViq1VFBtYoPLs1uKQUNingb0AC2HUFJxDpZG9t0RKjSAPHctg2bmAuhG7njVF+Na4GTvTrOeQxvG6ObqtdSvIYJXBhF2Ap29Fp/9JDzcgg1+ETx9XTJsetkRDqVDJFvFSo60nhQ1ndNqqtcIP3vcYJwN+3yuwlIJaK86zoZTnFvm6bgJR+z1tg3FrssGRnR5qa6CGxIxAyNdEZmxi1AcCItjD/rsDDPQc7VYxo1Rihu6bw2kPISioO2MCxzkmps80XVv8W7KGnJkgGwPdBjNhyeoJUCajIAcCJ0i7SOfqynyAUBhRVVADnElnjs0LgNtBMHTMAZ8XVpFz/k5DPJ+CdlQIWK5Za1laCLUWHLXhDKaBxNyelgmyElTluUDUtYckazUDDc2OGqS2awm2UTg0CzzCZgLluXYHKl/A0wrIIEANTTMJRlR4oGZs5dta417k9mZTN0O8J11jjmWJ2nAJHZsMekVZhqaxP9I5CQdIGKD35wPINuqJ9IRTIh5agx5djQaAYIq4gKWA133ew1ZI7qbXTJis8aEt/tKWZDY8LjPA9bkFs0NAm6yWjn52jACNRmfnRCKlP+/hxrWY2lvmcwm/wzOoulopXMaJwIQk4F0o8Iy5ae60yxGMC+AFKK6oqadggI8J8WeY+gR4qJnjMzSwtEK9sTzNJjR6TieRiUwvlixgNiSwvbQqUhIgASUJ2+cJHEoEIxM200EG55fSLmbZ3MYQ6dSqYjNx8749GqdIaJFJhRv32gK+nvMj9dzEnV0hO19nC3qCeDYNayGzRm2DefnsYLAQuCbgR+CG1zsW0EMgdwvGAhE4RukLzDFXtyQyXZdTgtySc63GNanAqwRLObLirnDlvjCss5zO6euWVlGPitpYlmqCxShwOIWQRQOEHUy0NuqF1FajmsBQSoufmqHSEqCeg5El/R5bgWdPf9lmAJL0JW6lwE0xzULMmyBOifIRM6XmafhBGgGvHA1zNGB4dFyL7n0KqF/LZXN+0Dbb5J4hkmwGPs8U8x1hT6hflODl3t8zzuFepThj/mTV7l7jLK0rWkP8nMmNUgr8VPSQvZCws7+0I+9TEICiXAJIA0wt9iWA3UWxOjstHxKgScOX/vr+nnBqf/Qdb48rCPRjANXaQ2TfSx6LgbaAankTW609RmIe1mjZsL5z++0Xr3lpBa178WiWIvlvkgZYtRJdKq0AMsJm5I6417JqhVWDzujWu6Lo1KOrW64gA8wEICQTL7tTsoZPxs7rtpJmUGUMPaO0P3Qp3alfNm0uW9+qoEtHUSbpiuq6Z0UCDqkvHHYhqnLWADmBG8jkHqPpEweIJVs7kj5KCbF+x/SOAWflUfjJogqdE1BBPRpagEeSLCHVjTnEPvJ27lz+nltuzh25vFd2cietQWIDRLyz/xvW+Lu97a7I+UufKUtEVAh85vXm3NZ4S96DZ6Ik98K8Nsk5n7Fb/IQtJDC0qEoL2Fr7yJubl/2+y8r4BwePEsX3dMZVQ9tvO0Gx8mITjMHODVmCcXFFh0EklqDUYKahlnCiLwFqLrYLYieSr+cD5R+Z2VUVaJUVUGo54NAlbM1LS0Oek+3CybAAjhI8GgOIICudPfNkI6XVdIjNN4LDAr8s9jj7hVpbqOlFI31BUq7bmGCzgYC3TJp87wECOgPAqwM//NDxm+8qvrtXuDk+v0787fcDfQIvSkmeXBjZ9cwu33GdZu+3uyLALcC5PzwN3zbV3h4JAOX3XP+8rIc3ANf12pJl1TtwOwjuHJ0MqfcA28AWC8/XE/SSeFNWg6kD2W37dpCBdL8Bxw047oKXo+LDhw/4zW9/jfrdBxwvd5R7A4rAMDGmo837aqUJIDQl6CRabsKJjYaIn0XJDg2IIYt1i5KOuUAh3yO1xLQza5zOqPlaIztOyVKPiaQMczPfT9qT3aKyDaldGTNpyZZ3/4s6mMkMXZt1nVxr5ixfSgfHhJRlR6rEUkSfVtwgUlArZ425ofe2WF4WGScLJqYKS3C56eVz2bYx4w/J3wnBA2pZUfeqtsa5KGnRggotcgEnQoQQkQFadhIgK3SgNoHOaKs8femvChzjnGjRxWZOY2nZsmNpy7JlaG5qGWhSM8LDTqbDnt3ZZgaiwTLhpTtWhiZ90dB8Sz07CSqVQFiuVhTtKHCbEQh4dLyhBRxjYA5aYHbh5BjURiCvVGafWq04jgaYYZoEoy90LxyMshHB0FfmMrWkynZEBMjOnJoaRCU7rm27YtlVJINIIyAoDmjZa2t1ZFN2sFp7BEhJcpP4jtAANNnrNgwi22H7dsQieC2lLIr/ZXUDtRBcn4aSzyfmEATw0SELzArT4IA4QUcLMWSREhl9YWDhFPkk8LSz62uuX37WhF0OUK6VL9dz2qycm8k2SuAowaLzHP9/6v6lV7dsyRKEhtmcc61v73PcIyKrgOTRoTp0KEQD0aRJA4kGHX4K/4UuLTrQQUJ0kBCNkpBKNEhUKsiSqkEiMpOIzHvd/ez9rTXnNKMxzOZa+7jfG8dTQd4TK+JcP2fv77Ee82E2bIxhi33UO0Ek7/O7MMx2m8GyddgcsNEXyMCQYV77WkgNrsAwWaMcixmvENjlOuWgdYANgii1EBDhvaO59HmeqOoQefLTnX5lPoP27KBXhVfYlKDcewCs9I2Ysca4OXROejuCgLRojhlZjFT3YP7EerJtDaUpzc1HyHtNIHaXUURpJ1o4I4BOyrTmClguOSmAALgkwI2sjvuw1cUsOwypkJk+BwHG9PSil1zMIQd8Drhl1IHb3DT4ZCyYBQoN4MngaLUwfnWNyJb+OYEUw9Vi/06Gvqzk0dzW+a+psGJn7kusvMc8RzYMcEyhHO3sPQDtlG9sUYFnQ45p7BpnQvCoSkHK4mtlUezxeKC0BvrATBTdF7iThV+DwZyMzUCvIQivIRvoz4O+XJIFFsot2f472LaTiaZC0eoGF/r1iXVysX0ylp6Mp0W3WJu4pzQEIw0KbTViqwBpPGKhiJXoachCm7ujG6WCNq499sMesPKaHIOMFcTJJCwOSBVIkcWSELtkzR4NB1LSK4aVc3wIrL+TI9O2QBoY68kFDmTMFIHGlb/Fa+KnHz7v42XGfqC6/nUHaf7sua1i3U3SLV/dxMzdbqFpAr+rAJGB8Iql+JluTtWIUDHCRlD3OQ92psy1J79SgdUefkVLDlOHmgKFrHUuZbHeqmGp6SMmK64oUmM9deiYcFy2ARkTllIiF7i6la3zM8BBdqVkHqECWmw5VofGQu8idhGekErQSsoAlHDQMMYwp43cGlBro2diiU5vPlcubJbgUcRHUQRbLPFcr6fEulihYnCNvUTpqaQlgKNao/sot+9hkwz2W0ylrUCNlje1hqwu57AosZocczeAbe1PyUgClq+UZpy6xj2fzwUwXbFSwBsRiUcB7as8KS1AsMZkxmjB/F0zJ+fLNbi0UNqPANh5NbLuwb1wn39n0RMLi1hFmz/ROS1xjl9NVo8x8w3H72Ie5SS8X0ACOgxsqPFZdC7PKRVvj9epOrKFL832IoBZoKF8kLIt9E/y+3S9Nn+/LihM8nKBWW3LZS4UQiLw+GDuqrq0n3MyiSpCJ3b3NAmOahMSSJuwwYCgcCbR+LB32BiYvaMfB8bZ8Xx3tn5/sv372SmVqjVo4Z0AR/pmJb6Qz/YO4NwfrcRD3BTYKteztwP4+QnUMvDyuuGHzzs+fTLAfsIffuHNfCnA+/woYfv6mCDwkt3R7t9bVPHyWvF+njgd3zjcruPO38qpbLffJQMpmUJ3cCu9ksRpat0GwZ3HDvQnLg8RrgV44Ori5rfvQH5WuxIl3AqQWgjulWAe1SbLGM2FQGXdGrQ+4IU0erMBL9HOODxt6DFDtoiG4WdWAnJBXAG9yErQAUAKOyjl016eBrjAT7ISAJUClKzMxVtiMWP3DwsZxcVOymVyAaHRmrmUAJ8CNL7ap9435+/siCjIFwPpYr5MB2maRhBhQpbZXmBmIQEAtFRI24DJ52Nm2Db6su2PDR2O0Q39PDF7x5wEOEZrcd8vuqxqgU4Aj8aKTxj+aWGAoeB7W2jtM2mfykAVIPONz5TPaDxPtLYtHxVERWaMeU1md7RtC+AR6M+D3S6UpoSZpJSiEHMm3LHmXR5LsYZOW2NMYhPwQCZV2VlTLDrbeFbmDAWRNDluDFwavKsICKUS7S1F0BqlgK2EZ5gXFBdstdKI0imjGdGZSQvXIVGwYh5MMPpVsYJeiqD3M8CjGfc02DjiNM0N8Ix5qwQgVsk8A7uNOSIAkzCfr6zEpTdThgHJLKLJpMZ3BRcrgJMlUQuwt6aPAastMSujthdBiKtAjKyMUmPt0APHcWD2AQ3DY40gU0r4EYUhpIti1p2eaNOhZmAzEjKnZh9ojW1tL2lFVAhNViIIyJr7WVnzMNF0L8tzYdVLJAHTCJmYxa9rvAdqSaG+B2Fpcjuiw9aMwLf3ifMcOI6O8+j879lxngPjHKSh2l9+kWKL6LhXlt44Gu3uHdkfZ8WDMUboLUTJQlHep1zTxZWy26JAFWylYpwD+/6KLbwXycYii7D3A9KYdJsIu+hEsJ3AzWqF7hGADrLeIMD0Hs9HUYrgZRhqBd4+nvJV3RahaXx43wCg/LIq3AZOI7CgrlCrELXwCePYScr9hZJe9zNN4zk2sZJ/suqYxGMKOm6dZ5BATcG0A6OfOI+CogR3tKXpNdlJffQPyQf3/FhYLZhiIdsqolCKWNiRzSkbQYAcoooqrDbD4h6LEFD4GliN52JAgLG8p0XDMLbW5Y20gDYhG8e94nxnosdujAHiMa0k8yjayhsMphb+jAVbowS1Kv870hB8TEjl/Ga3Yo6Z0VMKqcC+QSL2mXNgvL9jPN9QFWjhZ7pvDe7siPj+PEIKIyitLTWCOQ2yP5UBFcd0w3kc+PLlDeOkFKbW12BAdTzsD8EGqXBVDBQWBANM575YoMICXC0pVTbYMdCn4TgOglstZH5SVuKKO/iAizFEBjDHbhGBtGBODMXjscGgMJsYZ6fNW1pYRGv377HZyPl84jwPtG1bMMgHL5Vcx12WbYkHIwkA2ZCx3hO8kyBaRIx5H+e5Wd7m5u8+Mv5Y/0yA60rG19qw8jyyPkt0Sc3vtnxNxCcz4+6bncndgyYXapIgQtOLlLs5xAALOYi0bSXp5hoST4WMRWvkGojCTqdwOAbUHdaRV0CmUhYQlsHzdf02uGZbd2gFC9micHC+I2ISqeF3p4Jffv4Z6pnLRnEwChrTHd0cIzq5iTKfMAiqxLPPvXnO1R1MYo2VYBwtQE8FFvJeDSDc3CP+aut6tDTG3oUMJ5kGNaVaQoSAWCmo2GDmKFu7mFiB6GSs4dG1TcMLSUqhSXWJxjkATIEB5gAkr1zxyIc4J2J208tH2MEY3mP8LSjPmGNwqMgar8i4P8AtFV1gd7z49t0fcZM7uHMnznycE8A9bkoQ6A4EZU688qQ1R+RXH/ctx+8yzDaTtZmpUj+ppTF5EVnGgvCskfMEzVgdKuDAoSknF5aPtESFGTvocBFPqvKNwZMLmV73747aMWHLpPrSZgevi4G7gAu5eTxX48a+lh0ihC5pTAhoS6NQw+xsjdb2iinsQiMqNFsUmn5b0A8Tmc3zizHOjiMIZj1vC9tQ4wJLEjhKSdrAxcK5gx8CyqseO0GO5wE8AfzhCzDnG46/OvHXP+74b/63fsTffPkFP/9x4jgBHDSF7vF5yxwTF1hTbueSx3Tg6Ab9cuKffK74488D77geQZ7b14DTb46rr74333+/zpyYfntd/l08rC0a/Y9GJ2KdsrZy+/zj9tkfALNkHmVhEAmS8rmUBtRNsTX6SFxsHQ0TU6W2NJ5H0xuLZC2qt/HsvhbMYYY+ZgRurJTOMZdEQweDkUTYVdlKEyEjmX2ujiOs4oc80+ca+6RTdtjxZVUUY+tam56vuYLYjbjIrU0umFO+AJq/fGL29ZF+FO7ZFc4x4Bju0Ah23ck6U7BDVaDJSz5WSkPZGnzf0P/t30IOQdsEDyNlHSg46heMceJ8RvI+B2qr+CQN72ckTK6salcGp/XTI5LbkyCOccP5/HCIDqjNkEcZ4B1uRmZNgD8WQE2pBWgEySecoIg7xuyY750J0mTipqWilQoocPqxOpfNeH5FBdu2YU5DEa5FJTpRAghQhEFADcryCgC5gq7ObCpAq0rTe6e57NpQc4wJ19VaEJX+CfcZRQCFloptS5GDssUzBC8v+5IMVlPYVpbcQNTRakNrbNVcci8CxzOUFbNpPcAeyiqGGZpQjqCbxDwBXLn37PvGQEMuyQ6BWRrK5n1aLJtYrbfHg4FIgIdlVIxaMWZHekVk8QEAPNoEFG0B/lCCo+GbxWDM4a7wSoB42+lHUgt3C+sdBQZRJphk0ZFRZ6rwYDjtGp1fguXAbS+Cmqj6LY8tM4w0oF+oRc4xGi1n9SZZuBIgnFfHvject6osIoj8ulSRwUsC0uZXG+1cv+hrNNHPifMkaHSeN6bRzSS7nz06V42PVN6/0OGjYxaO6KICU/o+1AqUiGlU7ILQnLvevn9CH8HAM0c3i858gk3ZWbEGkEnA1VBKwZgnpVlzYEwyj1p5op/R0a2WK6GZQKnbAp5np7yBrD2y4bhm9bVnaIz0fp7Yd8U4J7oZvBTsL6/QqvAiXCtbAazAx4wxC7y/n+j9hAjQtKIp2SxABOFyBb4rnnCaL3tWf0VRtGDG3FlMyfU/vpKacfIeEGAqBHJGx/HOewBVbLk3y6Q8DtvViCL21FIQrHWCkjbZQck1Q2gHs8MZnX3B7lyazK4LnIbQPJcsQcqrKOXjuG+VrK4R3RSzOMCCxlzSc4lrN1QUB+q+M3Yzj/OQWCc2NqdpFcd5YEzeNzOHFCGrIOS4DoJAAnZdFXSCQzLhTj5sJrUaYDqTQ6dsQhWjaMT3sY4EyHb2A/3sMAjayyu218/YHi+Y3fHl+QWfyjswGs4x8XweeL4/MQew7xv27WUVA+ANz7ORtb9VmJ2o7izavj8x+xPT3tDrfwOfH4iOxyW8+ljgHmPgPE42tai68hqOQ957MQNibq5dzzpjy1KhuMaibg1b23B0Rz873N/hmCgvsUcsRdH3Fzf9p//n/xP+O3/87+O/+z/4H2IVOTJQlntK+zGpzdxssZQ8RwaCxHRLxb9iTHz7kSzoiPntiqmT+OOePkyZE2YQH/nbOuMs6vF5J9M+f283xgg/62KW5PWK81qLFJgYXKLhwEpICFhmfmsq8GIoIOhjvQLaKAGPU2MTD/qaNt0gZYOWweY0k+1dzOjR6xYFfw/2toOs7wTe45qWegyXfNdtLhp+rRuGTYze8ewdxyBpYppjGEkUgGNzgkH0iYxrsIkx2a3QBos6RRS1FLDIwT1MIHGfBT58NdZQuaKAkl3n3OHK+5Xy5dImGmg+K7F+a1U0BTtMtrrGVBadNMDBUgSl7pD6AEqNOKiENzIWeKARp31ETy7QjiA0wsN0bQqcB/EMDDyfxS66fV7Gex9G9Adp9wUg/Wqm/dZ0+RNTaN3D+/oS8VSJ/EajmDnj+VyvDaLP75yf3wwe9T6D8uYYNsIbpsHmRNsqmQtxwg4GmOIMJD3kMlpo+FiiIrA06/d2zhqBbND4LCZGJg98MOlPcd2kvHGj96C+BZ00FhoG6wJ2GQmwJoIWsxHmZ7GAxMJh84JNEvETBB0FlIYMrxHC2Kqi1LrBtgPj7Rf0PnBMw1/9uOH9/VxB8gKRApywSQlWFksTVJH4r2pIqvxqZ19A0GPbgM+fgE+fiIj+4Q8cDL848PYEXh+O2gQ//tVnlAL044/XBuGARLe35Lf8FkhzPyYojTtP4NMYq4NZLvB57lt8xTuuvajG93QA/5UC/NUPivfD8eWdweLABV5NXEBPAjN3gKnGH3NgHoA+gNqA+ZV5dtEAfv0jwJXXN04yl5SM8/Ul7vE6532FKtHrSJyS0ZNBXJGCWmm856sCRoo36d7XMcZcnQ7cacJIKnSDOjckmRMvGDi7R6cvUseza+FwetYIhFK7krIBbgJz2ArM4dfmnZ4xK8n2WPwmYlMzGGiGKcksmIx+3Az/6T/7W/yz/8cffmNk/GWP/+w/+U/w89/9Lf6j//i/h3l0/Pg3Ay/+QxhqvmDfHmhtw5fjgMmOvSha4abXGkGjcb4DznbU2DiYxjBW8ntn0rM1tMZqJtzxPieKKu/anJiDa0mtgLcNLoJPZig+UDUaywqN1rWWYLolSyq8MhSoJSokNrhRFTJzjue5NiR3buSTOTikzBjTnT4WQTfeqmB0sPo/HVUrN2twbaWBcu6r3NmWTCYSvFxvk8UGc0wM9AMr8cC8Jk0yCPJ9BJiiciaO7dEAkFknagRqq6B6eIW1CoFRVRgytwaBo97uk0QCTQZPSsvEQmYHR22KsjeMs7NlegRuPUCx9BWj59TA2Q8ccOw7x0ttFdZoJp4y04WLQELCl93psCSINo2d9qqgSV0BHm+v8DuVjR1KYUGmlIZWwvS4NkwFnueB8+iwTtmhNkGN4JlJX7KMNOiS7FTiWsIPoEFKRWmN5bbiBFacYw7O/VajYHKtCXzWPgHcwnAJ8MLBfZKNISghbK2gbTv2x4bzN5udXeDRBRyFpNYGbJDVMMfEHFmA+UqyFsbYow/0eKb97HgeJ/rzCTuOj50o/sKHzVsrcDjeRw+zYtLlFyXdAYBg0dkNrT4AtejWdUa7coc9BBuArRF8KJtg23cczwNf3n/G8/2Am6OoYms1GEYJKuTakkwWv8AZpO9YATtTRodIF5gLigAPZWLx7AYdDt0a2usL9scLUBqmG96+ZJGCPWRbU2y1obUKex44305AN1grOMXgxVBfCgY4LE0YM0rhPBkjmkgo2T0pzRNP9iRbN0+7WjMDwBwdc56ghEjRWoXvLcDGHvclGlnU2A+N1f9VnVSHRPGTqxkZRZqJp/P1Mg02mPyYcl+wMTE1gB5hkpjeTiiOohVQw1SDqgf7iqz39B2S8FarrWEY2Val1vAGYVcwGxNPGNqj4csvb5ApkFlQ3bCroO6C/WVbktKzCwwWsi+yN0sl0xIKjDm4Tt6SEfcLJAawmJMTc90H2IQIQcw5ThwnOyHWo+Dl5YX3odVbt6aQTod87Tw6sLGDogXII4LVTXSB2zbh6NEcxzlHBkHT2gq20nBu/3X8sD84zjWbOADTTjzPd/QheDx+ROJcj6rQCsxz4jmfHBvG5gBujoKUezuT5pCt1+KQBohuOHrHcRh6N4w+ALWIT5+YNghO/mZE/Y/kyGISLpBo/X3FzNff5eP/fEhsv7X4uORjGazLLQ9cr+HPho+VmK9kWq6YPoGvaXPlARGhrM9UyeQ+4hZjbGbz5veZVhGxbk+f6/TClAwOhXsUkZTdRmU2lGLwFpLJGZ2Twh8oZhqLmJUZlWrI11QiQeEXubEIOEGAQBQoIgS0oqvvspkBVhc51yhcHSxiHmPg7Pwzgina58AEQbIKwXBgeHI9o6AzBmyclJWCa/C6oQBsUj5cnLGee2GntvR4Cn/LUhumGU6bkACqEP5Tpex8HpOgFIun4U3VmT9pZRMB7p9kaEEqRjds+4T6ZM4uZAH380BtlMBS5eFUc6xhlhnsbYyaXMl4jKH0fQMKzLlHj06wr5TKZjr7xj3XMg/k57E7Xprf/LoQvyw3vpoH9zG/PKaCiJCvUbmY8mvt/uozs1AFwZUf/jvgut8MHolHlQdBu08Dao+q7DoBuRYPoYdRGoAtbWTopDF9SXhESxhSCxHj0PO7xz6ueqEB6/IXHr0AmazKMAlipV6NjKavlysJCh4XPGPAjHzAHugqNeESI7QIqBMVBh61RpDhl4eIiEOsorUNc99gfcP7ly80nQ4ZlLCgBClAP4GffsaFysYtzNtaC187mdfHQkiPIwhSgsrJXgU/fnL8PIH5zvvy9pz4u797A3yg1Yr9ATxPoO0Ers4TwJO3N1lICd6kcfXXh8fvfrGLLSW4ScoAPCq//5wfGUQ7gBcA//S/9oLXTzv+8Icnjv7EMfjztziH9tXn2e278/M0z3OQRXU3xNa4R8MCZLtu38drikdY4gQ1AaS47zEkgaJ4vD7QHjt0I2I+zYBpATwxobZoYcvpGgGmSxZN4ndBYQ4wO+n9ycCkzldWckZjesfExOwHRngXaSS97mSCFG/INsMpe0q2iMqtQwRkbcwiwfRydgaiMSrnQ/aIyYT3LiX97o5gVY3ZMayH1MVQf4OAQPCB0iCAZqYasiefA9MVj5cHahj10qdEWZWvytbhtWDbK355m3i+negGSNsIikgFu8h0tG3H6Ce0FDxaQqAGw2Sb6VzoMwh3Xxu+z6CBp1GaOzfsSsCgqDKpMEMafhJgFNgcBJE2xf54oEgF3DCEN2QapQE5BoJlH0lLieWcm/YE7+Xq1iEEe8yZbASD/TJDdV9G10uaJEBrF3OmKJluJUyaizgUHIMZ0CH2kFpZHc8JQxWULz8cGx2zOlAqasjCbBq8T5xzUEcezDqaWjtKbcuzIleNMW9td/P6c8wXgkxkByWA9PXKlH9L88mgQa75ZrhCb4HoJ7DdtrBraanwVoG9kfZ+niha0GqDK5+ru2OMWGeEbJISeygRuAITXQbwUiop4a2geAkwmKw1j45SXDKik1kEJhyHCqlA0tBFBVovLyNEckuvKZrutq1E619m3B77FRdeXxJBiTuxjCZjr002W8rULM6FINJkN7Vg8Z29Y3QmkqN37v8BjH0Pi9QlTbuqe/u+wc4TWF38Ysfyue7H8+0d+voSLMBIRsL50M1hJfjYTlCzV+A4n3h/+wlvb08AwNYapDxQ3JhEwwjCCoHKWukzMwZjpWXeemtXnQGqOUGULIiwIOcRD11eF+70NMr2ySYsPPRBQ+lt2/D6+TNGpxRCq7BTEYDHozGBmW843n+GfwF++PEHuE+CFJPJRWsVhgFFQd0Ux3Hw/BB7VJGreKj0rmtagLahiOP55Q3ncWKcJ47CKnXDBilh1j0jhhOgmEGbc31bLEOul4xWOZfOPhgT1hINAYDiZAZnkwQWLmWtqXWr7BCW/pqO2MdBJkwYwXqAHyhXxRuCFJXG6sP96fHyoHQ12lSXrUKqBJNZUHeuAzNkGhaNGIpSigsVqBP8qFVRK+XA2c0xx3Qeo58Ra0U07gA7kDnOaDJTC8HpUhT7tqGTEAp2h+1wUdQm6M9I/oHYH0ImHHuRuV2d6ERwDvLjaykQqSiNvDgVnncJnyYE6KVx2qWw++E4Okwc0gqmCkE3F+xWV6HR5sSXX77g+f6O83iDYUYOH4wKEQh2nF3x/PKO6UIgbhMMPHG+PeGlA3Ce378T++b7OSi3uVgLlzcU1r9Xcno7FuvWPkpp/r4jGbz8uxGoTfaeBNPlZgXxIcGW/AyCSCU8a3LeSH4+IvEO1lGcMOETFagJZtBEzNkUx8TRKBilQmXNiYypFfACy7K5ZNfZWM/FAGkBTufJBiAhSj8tCEHp9GwLeej9z/05sGbHZNAdkbPailMkAB41wVEL/dtChjnccPSBYRMzWUNxr8zJRjqnoU6C4j2KOeKGptmMKixrbqCLAdCgQcX2z1ykaHg6Nkw74/cB5YmwqAbgnNvqUmeg/G0OQav/Zu1jvPawo/CBaiyMSGmU6lUyIiUKix8HWP4sn3xmqbnYEYzs/bx5OvF55XjzUCW4swhba0VplfHmmFeH699i3/mvgVTGCfrbzKP4/cVAwcf5hws4WtLM+PuCjjL2uoFLt//55uN3eR4JnG34REKqFiychfzF1FDqgdEqXCQkN/SRKKUweTVAwK44fABR2Uy3eQ+asDg0QJsF70reLf9w4bxhiIR+kroWpYX83YfrCeQRcSMt0NwMQr6mgXkuKBnrxbVWCdr9JMtEHFGJLdi2DbYTPIqbiFwPRYPE1AgQvb4E2z4oriXBCyAlkyCvhIleK1eFeExgjKgqVoJJL3ueI/D2ZrB54PHoKBIm3eWKs2fHAufu4BHw29K1PFLelgyhBJA2ZSI6Z3QzwwX2PAD8039S8HgU/PzHJ37+pWNMfk9+1t3v6L4s++27chnIzx8n/5HtzEWAfQeeT6D514IJHipA2/hfiXtVW4BcO1B3oO4M9OrWsL++Yn95wfYIWYteEpkZsss+x6JDJtXRP1xFxpCX7GXOa0sTESbAkg++IHaY8OqKYEgRUrYSQZthjCPkoxNNcRkh+8AEN1ldoBH/qwCrpeGbws5Gg21DPRgnOQ/khoB9hweNdTvmTNNB43rjifMHdGPAVEd1LJ8WPq+CWV/ghZ5l3iZ0H6iPV5Tnif7sIRMb7Cpjxo4PqGgQGAqGCfqcGMHk8qk4e8dr27HtDaIEduZEBOUDY/IcJSq4Hmsal1pBlk7nuLqDsRilqM7qx5yTzBINAHrSl0lB8Gjfwjw1mBvzpLEnhyhraTlvGITnBkkdfFJzM3gvtaz1ml4nuRRTtJzCtbUtC2+8uEeCpay+QyESHd9sYBZgKxtUyD5tTUOSloAFkJvB8B6ARJiX593Jvd8cLr4YKwnolErGmQZ7bLGpkIHk7U8JxoDrjXmU2nPwf27SG/eQuhlZUtB7uwNf3yGyXUEVqNPPZDAKVkEfp/SClTlfBRt3ifuX+4muTUOFfkdSyJQs2a0lghKCRxPWydrIbXUGiOMOQIVM4TCq9diPM3jPc13+RAHwuE08e4fXZBlcl87nIrcAB0um5gYqZtMwGVewtbVG4+da0baGPsgw3rYNbdtRjhPbtqNvHfPsocf+yzOP8p5RmSn0wZpg8tNPdHAOlxLJchjaj17Q54SarsBTtQI6l0l9qTTkNZvo/cQxTpgPUGKUbZiDNdRa2A2kX5b8yrzzHuBmULzYJ1G5NDeYspvbMKeHzpgYZcQaAgBcH1R4vR1cK4uyW+nrp1e8fzlxnleRxTykrHJn7JKN5vCwOqCE9/l01LJBaoN1gb+xq5cWdsg9jxPEFTzkSgUYE/35hA+yYcYc2FqlnKsQ8IldM1p/zwi4BJj0D1HEPptgmmc4ZyGLdvgYsNqhUlGEc8vAhM316pakuNhfZhMyCkQHPUqAeL415nXECUWXbCb3sQ9JAgJIrnxvaUycIGQpO4CSXVoDWOmreBtgVRFUo1F7bZUMqMI24R6NB/J7+aXhIbfigpvfGRCJNQsMpe1k01ruw2RUQ+Xaq32G91BBbSENEY0KPiWApcQaBlnSWykcfexWOj8m1vE/d/+iUgpOO7hnBVjuQLAEIhaMYpvNWG8FaG1HdtMbY8DE8agVKgf2yvwAZYfbK+aYOPsTuhu2veH/8p//gv/j//UP/6Dry7/v4/JxwZXwZ9Cex1fJ7A11jJzXP35WHJwb66UwM8o+cY31teUiP4cP61Km8GREKMNE7itBHmiVSf2SjYH7ZsrdGbtgFTscN5leXs/6bnbccluBz1VQcjJrkJYlFrGgAZg8J4Brrws3++UnlV+iHNOs9cXvF+PFIw2+nVGoBjLeha8deuWsMUODARlm1VIAp4XGiR6xGxsQSDKa4/6n9QDNt+kkq3J1POTNuxeZ+TyqKIaHLQYsng8bMkgtURZRsKBbMWaJoKaGr2SCP/HZWZjUaz9FxLGoxBroncTCC4S+jyIX8SAL+wlYZ8f1+5GXZdOW7E5yD5hUBZzngbf3d1QteDz29ab3t/e8ITfWVOW4MgsPaOHnBuh2TZ0/AbHeBmOgEV/9+gKOPvh6ZfCV559F3cjtOL9+X2r3+8Ajie4CQXfNB+KgpIqsmahiqGKGf4IqA/VS66UrFgkfDf2wmGiRC1wBrosbRgppJjV5HyMphF8VTUSC7XpN5tTS83uuhSe/JxMyj7JOUgUl2t/B89sJZvGrw/RLQ4t6e3ALRAtT5cfLA6o00raBqDJh2TJsjad3npSvuWEZNpsRHFrSlLwv5cLRutEou5tjSXBv99EMeH86+pj44YUAE0BwJ0EqnQvb4vX9qXFwe81d/pWTciKuLT5vv+ENHkwln463Lx0//3zieRAUafE5X4NDuH327dIXIJUgUzcAI/CWeO3Trvfj9hl5FKVPlIxr8pQAkPYd2B6K7dHQto1/9g3btqO1Bi9cfBOEycCyj7Ho6cvgLp+bc/bS0A3rARWP6oVgBfhF6GukWjElDaC5+KfprpYCjdq2CasiXFSMrCwPbbJNVoHh8Ru7dLwuEPJzl/SSz8rC8NXXHvUd40YAEMBXeD2txAe4j+bsViauQLSZdo2qWAEgO9jzugG1QtuOuj1Qtg39LLDeA6zjRr9vG6wC00jx9e7he+Rh/nxi2gBkC8BY1lq+aKZ+0fQZzEbEIyVaUfM9CeC4RceKNSKcmvZYg2uhJx3MMUeHDVaiH/uOaRXP9yfG6Gh6zSoRoMbzz01MnIlbq6zwjEE/KSg7d0joORIk1RI+O87PSk8mgLRqBuWgWXnsFQnSMEEGRNmCvkSVp7VI8LIZU/riBBMFt6BS1qO+nvcCv9wQyOr6ztxHmKxylWBnk2vuamF1qoCVRC36oTLkblFh5LzM4gfSdNQdjvnxvEQBqWEbdK249PyJP2EOfXVlinETzMY0v8xg4w4eJXAktYbMhZIPTU8rdZjG1Xdf+2iC2nmOJRgqLKbMFeBeHSCxwCyME/5kYn32CW0OlAdK3UKGFwbFUankHJV8AGsfuRd6fCGSEs8ynnIEeuvqbx4S92TlL31wnuJWFVf4EEy5GHC5FkOV3Z1FUJ0GqtAAZNxhyvHuTsbrmAMU1nCNnj6AYH9Z0JTnPOGgL2VZjDkyLSlHu4pFufcCV4x0xWbcM0wyduNcMDOc54npgraTddFKskVsBak2DWNM1JqeFPSvkZyHcvO/lGgoIAgbgfC7ULo/mgGuFWI1DOBLMF8Ec3T0M5gGbYc0BiJWBkQMOjt0bKgh+aOXZQIqrGrDKAWnKa4GOz3YFnNidvqHCGiO7U4GloiiQlDcw4sEZNNLtGc2R1FKZUUj/q0FNitKmezMNW/AnpYoHsSeXCSKrrEO5BjLv+nFICrRDTINuFN0ukCfNccJQJdyed2JCGqr2NoW7NFrKqkKFFdCKXBAUtJ8xb1eHO5ljbe0tShKaZCHTsTAznh9jGsdEwI30CwgZ0MPSjHZfyS6vwWjgwyUmBdjom4DXhq8WMQujHxSngIBwVcwzr+vFKtTUsgP00tFvBCsF7I+++woMuG+hfwtAk8FXNngocKhE6gm+H//qxP//F88/12Wke/08Gsc/tklN0Gj65BIlj8GlB6/yRxQ1n69hmsmvPm5+dq1k1/AxcoRJdczxicOp5VEgokR93o0BYmAJmIJv8UX98woHvS6Hs6DFSinfCTYTp4JgDg90STek7NXDHCFScSBDp60XpkPGbiX6bri6nrLPZMzfTU18fzvjXp/69ZcgqFYpsVcEgR2HflVJXvIHGOQtZpd15qAXoqZlUeHzovaEP51Er5PN0UGc2oAQroApbk1nmUASMa/S8nmImXFU2muzdtSg9hF/0uVAm0bO8TVBigN9V0uSb47LTni8VyD4xoxF5AkOYDCDkHyWRgbK7jj7e0Nv/zyBVtrAIDaJsqcGKOvHPDKET0gDYnxIgtPuK/pX8ewvzo8Rs59XsR/FynGc9X7mEsvsk42cvnqc7/1+HbZmnDRVyUdnmGPfviurNiWwuS32wgd4u3C4vxUdLmV53shsroiSBGUqD55JAocRMEejg/yfG/ctFKublT3hN7X4MhAIFsyhnmaIQb7dT5VGeDbFGT7zWXcDQl0hIk60d6gIMfrENWwtjV8/vEHnG/vwHwLLw5WWVP2GoBkfDc/uoTvqZHJSEAG10CYuX4Vys3mCbRJS4s0wHWPCZJKwROYOzs4xS1iHlOA0i/2z/3IEDePO8uof/U7R8jf4i9VgT1AMBXAB3Aa8NMfDe/vB20p7AKDgIvxlEv0/bPzu+9G2HmOhsssm88Z+HJSJpfnmGtF/r4IWVJJ6QpQG48XweMh2B7079geG7aXByv46dq/3PvL6j6V1VJTQXGy8hRptp4BOQIzEjKX3KMTiK7nn4vkNAFbNgdjD9fvNBgGeXcY8PJC3ASOGYyUSIzLbeFQDcPBqDQbEwrOA1Y8kuXEIDnr0/eOBN/fYRBMJ3T2Uaoqcc+5aqmDVyLK56ccXYaodDh906Q2GvdtO7Ztx9g22OgotS3zYNWCMTqsOwoErWbFlJ0cj+cBDS2628AEvURYfpK16WZrcxWwUjwnA1wtEbAGO0ZI4cecmG6LTcMkMsGYcm1GQv+PoYJSHiilRZt3sjP7eS7AtYYe21YFzlFF4S2eubFyT6Iwrz2bGyT1O7uZqCgGenjP+I35IEuey+J7ABSagGp6ERWogm2+S4EUBk9jBAvPyCaCCPZkVtyrXrArcIuiAI0Dr2SVVclseR/rfqnLeFEj6U6d+nOckWhdPn1sMT04A0UwB0ddKXp9R7TovgfXAixp37IHdl9sLsHg81Yy4th1JRKrcn0Gq5eI4I5ttbNNpNYGrS26pnDzZOKVQRKB4QQluXdL3I9Lnpb+KPQkSlYaKGVy+ttMn+hnJ7PDAD1OeJuobWCbO7bHThlRuVXHMpPLmRqAgWURxAhM0VNg0ufo9ucML7LjOAhinCdbmX4vhtlzICufImRku95Ya7HGevi/UDIlKOWVgaUK69uC8L2jZwcG4w16ZXlIOo0MDFV61YHS46Kxckfb9gUJ+SVJmBEjhdgLS4IgAikFtTDVnzbJ7hNw3ZsD4zgxBiu4tVZspTGBzuq6pBHzRI/EBsIujbmZJzCakgYIi1nM4yTavYeI3QOQiH1Ny2WAa2Zxboq6fQLE0M8nhgK6VTQF9krWV7Q04lrnRkkobH3nwhmEwEA/OxBsToCMU3X6jtBfLrp6QSDTyDy0BMSwQDsthe2mcbG8co6VWrn+SAJIZDuiBqivF+PJfZU81/wnSFtRasTXkRdlojHzyVrOPzZfaI1jg95R7MRWWwM8DHA9umSqokV72hldhpMplr4ad6B6WqzVAIY5kzy5GNcOwxgd5/MdO7eRGIEZ22Pdv7iJgLC5Qq0VZlz/g9CBYSyQyhjwFkwPPkCI+JU7O7DtW6ynCZxTkrtAf3APNqfP1JwtktsRHmwWuYNTGgN+n8pA0ycVE4XFlXIIJE1F/zEfC6i5gb23QOOCJr56Ux6JF+WWfAOMGdvI2sMTEFxrZe52cnuIAFLydZ9L69fx3guj+nV2nKSBO/P4OtG8NGGxLAAIiZ8hPH2Q/wZCkuYQC3uXWH9LpcMdLzlAIOOcYQt5X6wWAlYO9zTw9mWMnbtm2m1AuC/7WrUTJOZatsAjD9Ai2IcOeokNc2z7jt0G5ghPpOgC5w70zvKCO9iYaKMsVFChkXmN47wBHrFAhdWDlxJswFjQtYLNq3L8XMVDDwZ7HmR+RyFMNROnKCQAkLY6+6kbVBvatnMdbDtQytXBWkIpE9IeCQm34CKwfBwhud4QNEvwyKKofp4nzBzv70+8v79j9MF9oBWU1oLZGnlEgO02uWdfX+QfjOWvL0/M4k+jORlDJdCewNFiDsd7U94uawzcy0J+pSC/8/gdzKMY3JmYIJzsIxZYQJ0kooHoNhFRrhu10KgEQCRS4bhIEY/XBkKZWvswPS1Sw4ssdKbxeygINAlp+Y/HA31wcafpGFuLTqc/kY0TfR6oWqFaIY3nyiKDBnU6E/MI+FVhg21mBex4Qs+afEDZLcWZ5IXOlAFBQW0b9taYFI6B6Qcchu6UWvVg6MTpQgAYm+WgRhCWVfcStlBzkmmT4H2wmlEqX/v5AI4BzAF4v/1egbc3YN8uAElAAKkoUO0yqs4N/M76iatEAjkVF9Z8f016JRUAe6M07NEI1Pz0C3A+eQ0i1zUyaf446uT2OffzuuE9Cyy6s5XyHDd8BMRqGO7DmVuoUtJWwvFbK72gXj9XvLwQMGqPLeRqr9ERgBraWhM4ik5klgbVHvMiQzW7gpb4Hdswc2GiZAls0Qlf1E6AwRA7rrQLqo2FmbRqLDM/uUlKcpHNe8GpxqTdJJhLkYwCTHQVSmDAJDaPCktc3JN9FIyd7/SYKDhkx4aG7oqBpK1eiQBzF1kVXm4iEoMrOuG5orSdAITy2fZ+YtgJRJOA2kivH50dhHq0Nt3bjn0rN9NAg1iBimN2zn1HVFFVoNOWJEucptJABCt+sRKSPdn2xoDZDNnKnEkAQZYWukutDRLm7b2feL7RDPyxP7BFG+U5J/713/4rGulG23aaH1Zq7YUB8PM8YZ1otBYJsJM385JBEFrMBgg2Jzc2yephBnkGmscSPNm3gtroE0KAyMGOY7pMwkvhDjdnboK25lVR4PHYo5KscAuD72CMjw+SUG60mYQbsBK8EvNJS3RVjISDTEQa9R4zKNtyrzpGYhjU89w7BMCEAWI3M8d4TwADtVUE72+dI8ANfiXGcv1seTNEsO1R7ValhKnU0PlrhdQCrel5VINdoshOqBA+K+wlGLEjAg/OGXbt6hjTUJy+VAmY9UH/vJLJqUVlFI7pHXV7LNNN4pzsmOY4CaQVg0uhFEsENgjEpim2zcs7a4y5TOvT42gMgkbnceI4DjyPE8fzwDwOgkc9Wy/8ZQ9WWycEFS04n0WVdH2R8JzKvQOYsYaXpheDVji/WmsQdUAmmXslxyKBaRHB6B1vxzvltK3iZduwlR1J8RdgFeNc0iLAQvbpmFYwwb3FhBvj6izoE/15YvqEDUGtbME+Bn1/pFQ8Hg/KWd0xgm2njrhyx/t5YvQTe33B3l6YRGZroFw7IGStB2OraKEHRhp5QwEXdqCbA48E1+ekubhZgDAaEmFKwzAdWje8vkx0FYzT2Xmtv8P9xGN/wNsn3CMZVwA1Yt4vfXWxEwBVjcw+IIBugttzdIIMaExI57wA2AL6pwyyIUef6J2fKyLY9oa9bQRvavhGVUFvstYZZPAfwHSua1oL6t7iuoPV7wn8ZFGORtBiwWqsisdjR9sqx4DdWbscv9PYPbToBZpDybKaKBgzJFwR7++PHbVozFua8DoQfnIIb8HwsDPDOTv684n9UzTJMYKeM8BfLTFnikYHzAItjrY9cB4HHAygPcA5E4LhwzrEmBcs7CHvIYDH4wERwGaHT4JQTDor3Cb9mBywSAh3OLRKSCIHpeTJIslCwgyXGydrOL/vey64AXG/eidg+OGIPSm3pq/AvXxJ7kM12ey4XpeGvrmnMZHNAmUCG+EtC4LrmnljvC/H/mIlIXKv/G7gxu7ElTwHAslpQ9m/3ZitQO5btliOwE0OtJ7dBSbdn2Wuz2TxBxAFFm65fkUsp4VKAKWMePpgAS++q1QNMCk6vBnPV53sTWKQBDNJxgqwLMIQi+7KVQ3ZFIrqtZCVZiIX17jtG47ngce2o+iGVjfsjx2P93e8H0/04RhOSZrj8hcTTJTwmqoKqFZUVEgpoQ7ymJ8ZexR4Frhdcb/xd3l6KewK63rTlEROryE9ljT9doeWjR+iO4tflc+6aEFtD9S9QrZGlpcnVEK/rmEOkRn+ROlIeI32fO6ZMIgUiMw1FmesdwDX9H17YD4YK9KzkR61rz++LtDohl7iLju8vlvW/7pcTNEPA/V2rLGdf48k/VJa5Pi8f29+31W8u14o14u+8fhdzCNeTE5OfJi4DgTdDAGseOi6hUisT/gUapeDqcFG2nHxUZWzdcN8bWYAIKUEuujXjXCw40belKDo5QLSz46X1xd4nWw7Kg37Y4cN4DjPuLEcrNMjEQm95Hke2Cor9HP0i6asBAOsT0yfVwXaBkphS0WRipIPwQ02WHLQWtD2DQ+bgHSIshJiJ3A8KV27bniAIQJ4iQfVAGv8XT/5vjmx2FgJzCLel2AUbOENEAH2ARRjHKaR26kSTDrOC2y5h98J2lxEex7tN15zB3zyO/P8SgN++ASc+1UY7gcwQqr39US+A0X5+V9/13qdXp+ZgNcWr+15X280KnEyj/oBlB14PIDtAZQNmLNDlO1hpVQYBEOAl0+vePz4I9rLK0wEJsTeex84Rof6uDaxrMrh8oqBkGmx6KYAKkjzDr/t2Cx9yZY02nivK9XrUoxO6TRVzosSAQrp5WoWkriLmk0WRfmwNiVIMM7OZVYJDaoaq5RzLlad/Y4F5t/3wYDXFpNiDlbL/S5jk0sqUW7yJQICNJVWLajbgz4TtWEXCf+ZiXcAfRyQg9XjdwD7TiS0FXqwAMKgeQ58ev1rmJMd0cPUl8kEUOCYArREch14rTQr68NoAuwdpVQav5aGegrqZ4LkZ6efSAbpqsC2F+zbjto2mDne3p84xmTwcpw4zGBjQ9s4rl7ahqkzwCJHLbraRWd56+3tPdifoGyhFGQIKBHMCViJXpXxOfh6jYXIAZitTqmUwym2raJsZKRIAppeQyagqKrR4DLMJVVCZghILait4vHYseTDAxh2+d2MGej8nJARbeYdOJ5cFWpltT4NaWurq3X1VQSgJOex+cUidF53UQ2JKBOe7Dw3ZrLLwEQ/mFei0eGtMFF0iSZ1K8jJsexxfhfLiYUaCQC6rERvRlcViEWDhau6jwClM3jykL6IgJX2SQYZ/dQzWfAFTEKiQDq4OnPecNMZ5hi5Ryul6VortG7oo3M8ZGI1ZiTVg2tvy+vinxkyxPSvyv0/22r33jH6wNkJGPEPQaPj+cR8Pgkcze+DdQQAbgMQGiOn7LwGIDLDQJlgaCZXjJsmjMznOEQVdd9Qp9AHyEfsL7EPloIKmtG77zBztFbxeHlgQ1vyxhIygDFpOj6jbXsmZEDsKV5ifjKhr6XAfWKeirPPSLaj4UACGhFUr++Ka5rObkAubBt9nCfUG4pOWgrFOC8qYUgbYK/H3IpqdO6LIri8mMCx7jF2xrBVja2VAVUpkdTbyXW2vqKI4PCBPgl6kBFAAKq0SjAImbBZIhgYx8Q4OpknbeLTLni8fkJ1mqpOHzCZjEO1QsyXp5i6stiWAREu82Z3gyqbYBiYuFUjWJGvzWdt7vDBYCGf6ZyOzz/8wDVMhJ5+ZhiYOG9rSjXH7CfO84RqwV//+AMerwRRRsqeb/KM2Qc7ukqBt51ddUsEnFCU7DQlwMhgDWTFexHABeL0ajrPjtYcn/Yd29YCGKb04/X1FSLBBLNoGz55xa0gzLzTo0XgusH0hJMMFrFywdZCJpIm4cnCU9DXUSY9k1pB2eqaa+foeE7HtrNYMYbgODqOTkZp2V7weHlFK8DZD5Sjop8HVIG67XBhkZvG8jTKlZry5nvk+n0e//z//s/wh7/7W/yP/if/0wUERZUfBE64PkyfKNBVfLRMxIAF7AAfk9uZDWSMlgJLlho5XjIhmAbSWzDtTlSV69ENtfotIE5w/fwOXn19TLtayOc+l/Ne9FZQzQIscq+M1yLzTKeyRmSxcBmHx9lkl7EGiDEmIttaMGOSmICy1tXxSpfRP0oCARZzkqy4fgKYXF88WOec73ztmARaa/Hl52tDViJFOVywYGthMS6M/hs2vIhAa8NxnuhjwE/gBII9RCCleUUZIJPKgYkJLQ0mg0UmSbCHc9Yg0AoIahQ6Qy4dbE8U7l8lulgb+MfBc5GSiapG3KiAPnhJZec+tPYQjW5q8VlOFv8El3APdYlEPFfbdsMwLnwjgqmV3y9m1PQVcz12dpD84YcfwA6pJ+YcqJq+grd5f8NJrqwVOVk+xH2MA+1Ce/6eI0FX8cw3r73xV3MhGaf3z14x9zd93Tp+l+cR2+oSqU0X9mm+Ota4G+YE2wOKY/pJE8itLRYPp2yKYDjgacRlmN3p91oCV74tTB5dIWzaQluBoNhB1kTpfcSkv9BmbkER0PeOOfrlSSNkA9GQmgOl95PmqmBlcIwJN1b7Mum2FRSQQSBggFLAgYkxGZjZxFYL+snPdDOMaThPx3kwzhUBtkoQI9YA/omgfYExMfnNaZbtLbqjeWAGQcPxBGw0ACSLRWMBBfxdNudRznG4k+2vRqlXsn2ACzBKg2zgtr8gO48sFjoaCMwsgMf42V+fR1Ww1Sn4/bsAb88LuMo/uZ7nmGcSu9ZWdomqAEYw+vOe5e9uP1tAloQptvE8WgW2DagbO1j1ObAFSr896HkDZaB2jgGpFdMGpjkmnAlBP/GROusLAM0FhebaccHCAB1Cne9MP5cJeC/YozOVW+EYj0XN3IF5cqGuEVzOidUrKgaBFCWjaTrmcOgWLbkDm8qqi0YFzfPcg3IqNB6AubHDU2xc3+thNqONaHZqYvvvMZhc1DJjoPBYi2UAe8kQoTHyDgyNjmYTZX9Cjg315RU4Y2Nw4JMWvL58AjApfTCCVv3smD3G+fYJ/+Q//Bu8Pw+8ffmC8/keFFcaIs6ZXcaAfk5se0NpwAFB72MBYq0q2l7CeySSm5AGPPYG1RrxntOvSMhk2veGfg70SML9YahFUVvFp0+PALXImCzRcl0AVqCMSZ5HwOXCZK0Umhq6UbqlwiDfbFw+RxHs58RPZk5rhS28t4ptp/+JiqO0EoB2A8K49X5IVKALKQGoFTRQngoJZjSHZwkWg2KfpBjDnQFNHLWRbliKotWCujWuQfuGGWPcwOS3eYImhWxYTrI11wmm4RZc2G3xDjPkogu05JMbADYCVhLBpAcLKYCiWgvattOTIT93GFwjCJBkfRWcozNJB3daWpYzaxcD9seOPoyV9gzcQkaW7Eea/Ka3zm2eewYppNhrAFpFGeQlcFS2xkASiur0MqDBc4W2SP5ibWE3FgZKy8fLHWN6+K1xDp/ngefzid472X8hVTvPE+dx4Hh29KPDn52tPf9Ud4e/wDH6CFlLwVaZnBznidkJcrF6e5lYOwRH/QE+OrQ0JroKzrMAY9KkeMZ4aEWi0CAoraIZq7KtNez7juovsEkGSVb+aUZLxjYA1BpAIRz9nBgjvFmEAXl2FmsPdpc4DjZUgFDenxLH9FK4m6xadFgqRVC2hocAamS2mSZzI83a+bk0pGYin0cmUx6AIwsePP85jSxrZ5LCMbfBMcjiQYUVxzhP+Blm81IxhJIK8wswaZLdxRhs2ZzoEKIUjghE+GwPnNBaAa0878FYk7YNx2JNpIE4nN3xpKS3UcjVkvoc1+nGWHhJP4JZtg7J30Xx46E0xwYQwhUAV6Jwj4EzWR5z4jgOAjMpQ64FL1uDQPD+9sT7MdDajsf+wP7yii3WIrJqvqCfg6wucZStoZQWJt0R52sDovkEihBQ0fA6shlA72QTBUi0/uZ9ebQN275DpcGE903V0GpDrS2ARoVhUA5b6Q+4uWNiI/BsHdMos21Vl5eTfPoUMiSHeIEdlDIeZ4NuE8MN3Y3F7qDzPx6NzKTRoFVwNA1vUvqHiU6IjjUetXxso/29A0h5+LCVJHD7yiLKnwdmfv1BCYinVx6i6MHY6QqRs2gS8E/uqZolqXtC/zHRjpdfX+m3BOPr08mE+tb0Igsv7mR/O7gOSaxXiP3QshM4rpw0QdYsxHz9eN3JruJNZM4slRKmrXL9q2MypjaDjNhz/X6vCbw65mKO2moqEAQLnxjzjIIUGZCCAXH/kKut+xo2Gpz3FytHsaFqQVM2gOk68SYdc3B+spgTjHeA4G4AZ7Uw23IHE6uY58TnCITwfmpgZVczBgmGKffAGiwtyupKxGiZSFI6VgDduaa2ncD2+j9ghM+UQtBt4gxg0BUoWiFqy0c0bQ9qeSBB0mtgYQE7tTJ+FlDmKyL0NCrJ8lc0aShWsYWaaYbMPMdGEgpy3Enu6V+N13Ul/qsh9eHcVrFnJjsEa1zcgVwqGm7+Rk57ipwTGRP4n/u+3zh+F3i0EKuglbJFItYGxtaVHkatEayUDp2FFOgYARJdnTLIkEQXzNfcDEVEoAMajDdfEoN1lZEouSPrVVGF4vfNMWGTjCRO0hkLAQfBui4DIHYF7oHmamjz3Vh5W22eS0GpAQzYDMDyQjDNk8In7CwUkoLSDLWe0DJ5H6J5nU2EiWY8mJBX5a0R8HfmBIS0BrgUXcrS5kKIW8FnFIES0fErsWLFOb6DPmRrkRmdf/R2mxdAiYsBlP9OgCZ/Xm7/bg5IvfyO0px6dBqDuwPlEZI88DxCkbNsKzw+K3L7BWItgCzPowRQJlit4qbzO7fGuA+4gLOU8D02oMllIO7Oz2qN5tikMW8o+4a6b0ApOH1CxyRjSOIcpUQwvq2J/QH8BINo2GT3oqgaJ008jeSJpwY7oFyVtqmZuAVzwYkYpuTAY2wv34dJxhv9QjpsBIoBjXEU5wMGeR73VFWjisGEf/nM58Yj3zcF282jBekMwIXShpQU5ljOteLsA2bhVVEy6XEIFFNfULYNpe7Y6wbohokC1I0Baj/Q379gPt+hGNF2ebAF9HHCbKLqHnRox6fPryitwD3aOhdWpzZ9hHSB7MZtp8ykn4OsTTiyW0OC2aYE/kSCTSBAbQViAhg9jphfKArIJhpALALRUS9Q6qoCL0K5itKzjuA9YNbRzxE6bTJHfVKO4prV+bj3jkvyEMwH1QswSWbkY2+oW0Vrin1roQtnwYGJFIEPZs0c87NWzN4ZyHksYEKzeGOEsoI4B3BJcSS8mXRJYMwMroKWOnbQ06JF0qQ1WmhHQEtAY8Le37npBgBshiXty6qip8+R31dOXPNyBRMCccPZe0gmcy3JoHpF67wHArYSN4EVjQWNQFytDaKKPicMUcApgGR3PPXwsgrpo5bwoYpzA9kuJgggcNKMea1d6T1oqxBtNtHajqbCvix3LzhR2Ai21er2FqykUqHa4Kr02ZkBxMV6NCc7PdIM3dDPQQbA80Q/J/oxcT4HzmOgHxPHQdYd+vjYqvQ7OsQoNVj+2MBVcTePWIfSRjjQx5PsICK2UE9TTVtds1LSb6ta5It9U1tDqxWtbijYwqx6fKigCgqnl1GCKLVBZnQhCvkE50swfxDMVae/Ui0Fx9kjuSRQW0C2R6k1ZENzAVxuDpSCvTWgNYzD4D3NjOkXNIKRySqqIyWLrZaLbetpvEoAowqZJVkoKdYQ7YkwBZCIvRponDqOjuPomL3TG1IVUitqyM+3UiPmuqqzAsDGiP2VxrGURhkOP/HYNvgWwE0WGwGgkWGfRtRuEy5cL84jEtZSWRSKRNXCqE+q0GcuK3Br4eA8BW7xl/6a3RJ858VkvtaRXIsJRp/9xNYb2Y2VwDwTpLKmUba4FsgCBDJhZ8ypmAZMSWoDYK4w5bo5xkTVgn3f8Wg7RBzn+xM9mLhuczFvV0QitJWAN0zP4jTX1emAjxPTjMwBYzHtnBTlqioereDoWN5+DodqRUNFqQ1aBOf5jAS0YbaG93HimB3b3CBgvN4eL6iPim1TkpKLcnGtG4HM2dEtfBSLokldUkKeM70ME+j7ng+mbXbzHMqffw3WfPt1rDUu5vO9U+laj6CL4UpGU8q+L1bzh7T26+X9T5zPOu3ID/lWehu5Yl1jdnKERHMC5XcmczdjrGwQkUXs7gc2eazrXNs2HL6Qh1De5DqdxZJcWDRjHdC/CwpJNgDi2iXYjz7ZFAHLIZHA0SBjT4ugNsZ72Z+D99rhpV3n6YSKiyq8TBSXmMjO2HE6gdBYq7geTkxxYCrQPo6BKz9McBrZGBHQiB1iz/m6sjMBxg8KxnvZYCgKYl4KY07keqeoWtAjjjFE06IgcLhN6pmGQ3xCa8Vj25fv5bQRz3FGcY4x/wcAJ8ec3HAIAFpTfuex56QHUqx5lmONeR8xkRyise8moDbjdTlocAeRLiDnW+Za+kF/PS8kzhX+kcV0B6/IqLti1d8TOX0zeDSPE61pAEcRHGcF1SPIBlZ1KD0peHIMtHPx12JAKTATejTkhIsndbuFcZF+3d4Y/Kn3TE+ZfNOMYNSCfj/6CE8yLhqL9kzUK9DjMLxG0qLlSv4zWY6sZNVirywlWj/yvRr8bNLwnYMENPzMSQBl++O2TdQAg87EGWKwJjvGcXvuMaBaZTewXJ8sXp+m2sl4y9ffHglqCYYNYziktHhMTviR78WH5RrAR9nY/fcpc7tLyfLvxcFrBNlIWUfcNArznIMpHUepwA+fgfd34BnMLOT15Xqc1EO5zl8ChCthiSAa0jyl31KxnIwXgKQIQKtcLCwRBmP76wMvnz9hf31hRa3xjyuT1QSClpt+aHKT6i7AMvRMamsemfTnvRpjQFpDqQXNCaZOcS627ompLgDnaotu6D2YSgms5uKVr48EQKKymeM+dhYoNDbwm4fKbbFJIJhVacP/7f/5b/D/+pdf8L0eb//mb/F3/2UD/tv/Ef1AkoIvEtu2wfedQbLEvVFdBtrIOFuzaqRQ5+CoDtTzgLmhRBe1sVWMvaFgor+/4Xiba+EvtUBcAsSbNPIUxf54BD2Zmxg8JUl+gYnRRn7bWgRTZK4QzYjJAAEAAElEQVTM0JVPT4mBQGqBOwGk1bbeBH2eWBXPMPzP6xWwytvPDjeCaxKgmYLjdS3xAaKb0JQbjkvLDUSLcSyAXoJlU6PVNCJIrIUAWKuNzKOtoG0btse+WpUvsC/8NTTfX8piOAGWPpOs5hmBGIvrEgV8hgQmWH9FC0orlOG4o8fcpY9MovSApBdHudBkcdCTZ4GLHFeKy5dnpkdfeA8wCec81IyNEigAsGqC81yGihKLvsfepsHQTQyaSRxQxOFKXxkC6/fuJRLdXLghSMD6NN+PINqC2eCA2OAOOg1I6U+YX0skidyD2LHRY00RS9ZJZVeTqEI4KJmBhEwvkwGN9tuxQE9k7IC1X5O5bMvz6PJMGeijr3Mbc2LG7+bgBuH9jO4TKVn7PtiRolfS7maR0Fvc704JE5TrRCzb3Q60bYNhxjiP2GOxtBFdg1gk64NyUoBADu81WYg+OC+BjKei6q4XO0VVI5jNGEQD0E3gCDA7MecRCXPETzEmS2modUNrlGn1k14x08ZiGlJqCox8LrcKrA2ywfd9X3EOhKDvnAOqFSU9ovBVMiuAg+OrlKg8qQBqK0YVLSjckCEIObEZCgSlNBRR1Oj8VivluJ7AqxOUSkuEGV5cGYhcflW2ZDmjD5pOy0aGngmgEWEGU75UVpctKOY87QhMgEiIhAmbGXQajZ0jmWut0ntEmbKtjj1AxNB8upZJgV/V6FLIskQfmH2i98GCFnT5YS3mh8oVH5jhPHvcJ8bxmsmQRKyAAMn1AgHSyH9rDaUqWf1zsMnE7DCfKBOxJ15FqivmdiCesQu9riQLZ+GPk4wTURp6u03Y6MGUTh8/xBrG+ZKKCXFD2zYc/cQ0YBjN0FuwKEU3WkzMgz5VzjEnUvlzj3kawagGCAKAMZl+H2vRtxziuIJtwermvOacI131//zn4FKDiApgCdTcPPwAggSYSwrOZhoZeOS+l/5F+bP43AyicaXf2YU452vuz1czEll781pFbkAZcIG9jHPYhGnOBD1inUQUX1c3tAugQjKDbh2+gVthC5kLZ8Ie4IjyBa5XbuWR4HkwIDO3iG0DKafby2f6Ew3HVIfUCtMgTMiMOIB7PHMKW99AGWHIhieghQWCESCKXJfF+KNEfKdX4xMXAQWgvC9cMViWmo7VHGvl9hlfRnyD6TCZSDkk3CDZAVJkxVfTKWhrZcPwkNuXq0jpcBRwj/zgmRKJsN6Kkowv077jGlML6EkAKU585V3mEZ8i2I7MrZIJFrSASOC/3qtuN+EaUbd/+4d//8njDlLlNMhruL8GvtbGj2/3NQ8jQoF82zev49s9j5xGuayU5eKiyJbLfAABGAVqUbRe2T1uCLSm2SplYXlTJQKGdP4mnTH8FBLQ4YxG+sqIXPQ3jeTD181ASMt4ruYeptIKROtBzVKqOyC+Nk2dtqbN9cA/si4WJdhzw+WE4f9zdnuYaLnQZBnKRKi2gvSPKQrIA8F+CgY6sBDubJ+Yt71WAj9uF8KbZ9Xv+9QdBIoXlWA01WDe5OOZtm4BWUK+CDyLXXALTwB8BJO+Zh4VCaCqAC2+rylZPlBEa3Os1VTiuvvJa6sN2Cy083FODjKiBLg0xvH36OSIGomaxjqpEvfqdi9yz3G7rrcWvm7b6PeybQ376wPb4wHdN3ZHKYXG2Cv4RiS20Y2pZrLnuWxGF7MYO7GXeEgGknU3eseUsVgQS0cdAZu7raByJZIxGvMJpF+K5AKiwXiz9IchgDvGiQSV2HVK1/iwGfTc1E7ayuy4mAvwL/7VL/i3Px34Xo/+5Rf88rf/Gi//1X+Kfd/w8vLCrjianb5I7S1joLW2xnb+yYrY9SwCLBBF2QzbyycIjF5u80RPps4cZHdphUsPGY8AYEXencboIoLatgh4KW019/Cmcvjo0Z6dG/S2bSiaLBhAnWa6E9daBaV0zKNiFVMswEu+cwZ6XBLkFCxpkvrgXNJbxQ8gOCVkAmFe90Zv+nNKR0oEWPRgyk1VlObaZDMRTCpVUR8tgKOKtu9o2wM1DG7HOWD9gKnAohqvotjChwgC9A5498UoE2G1VIGVsCz2UrifaSHTlIagDu/8rFrrat87Y81XEcrbRNZ8ys6EM9drIM7tahFtwfy7/iy7+fW/kmCwZ/JIA08tBSV8Vq61IatimdTHDiQCaCS2uUcZA+RE4jU7NEZVwR2Y2ZlhUsaKYFeljAXRvc4wY2GMSRV7eyaV0+xaZ+K5otSrYOKOWmjWLqUuyd6dxTKjuCORmGTSmozBGYyFMS/fI5rSU7p2ngeO44nn8UTv51ez+PtJ1gQzfNW4pnLMYrGgrwAue74Ihk/Uxs3RJecvA1MHN7UiCgRYm12Kiggk/PFWU5NgON2NZLOOwU52M6Sm0ZkQ4Pgphc81QS8bGOOIjfquyAxgWwtqeHDZmMFKH4tpA0XIiCbUBDopizU3emGBnoMElHTte+5ss2zIphyZBvkK+jNhrLVCoUChByV3RwW0ktUFAkkJvHHv5xwjwSd8Kjxi3EiCUk58OGgiP2h2m3Iwtm0eq0viigfNWHi43e9M2jSlfRH78LyDRQWCR4pMsFiAUwADjLfrrTFCnwN9BJPADX0aerK+JJNsWedBJlYLNlyPcwYQa+DoY3WBvOZsdFQMnxd3wV6iMAYCgzrp1WSZ1MU4UqMcrmRDHJ/hYxNFZps4T2OsFY0S8nvvQIPeZEXM5nifin5M3osoOxOG12F2VWIMSbDOQnKTwD99uTTW6yij1J1MYSjMxpLtz2kRk6+dFhPZgbLEmClAMCn1W9CW7+DI2PMqbH6M+HOM/K7PzGQcMVf1Yt0jcjaRi78sq/AR3+VYTKB8zzrZ+7mta/AP+yRBRr4i1wlz//rtV4KT8yU23QSdEjxayf66F4wv7my8+x1y8du99DXffY3rCyxINuCKRSPYZ2w36aPliJISAGeMU2RHVfpszrCukAq4GtisgQUinqqv8//gNxXPKovJ/JMkBmFRAh5G/pUSUOWeJXG/k6mZILpPg09Bd6f8uNxAEvcF7GX+zfiC8sAcAirc66Tko5d1f9iFOnzFNJsEIOzYuOalh15cIEkC4LjIfcszwLrhGrIS8PgdH0jccwLWpQK1tQV8EkAWCCZ8NRWSdY0XhvPbc8gTh7iPxzivr8drSqqxxp1//FjHiu3WV95j0/yMuC/JlpMoTn3L8c3gEU070yBRg7qhaBLMn4goXBzQ8AEKM6sryZdAL3VtnB6sJMCR7Qr5gHKY3BagWwCkkl4AgJvChTrG3gepwsLEmAOSwVR2rylSkJp5IshzmXdJTpRCo2DkM5QIW6IzSAZa/KmwYhxJRD5wrQ3qBeqscnsEc3V6MJXAiupwlAJscbvGCCDJCbDkREp5l8oFerR4HBHrwB0YCgShYaHFyPf8GgyNJJGf38I3KNlLqfT9+shts8TLy+3fFQRxtuiy1loAViFhcwdGfM9MnMLIejrjvwICSLXGvcDq+L0YQnHb1x+U615pzkOPz/DrnHNOzriXGuf6eBHsLxVl37C8CLaKum/Q1qLFclk+HhJAYIm2sVoKzT8jqM1Nj5MW18+DEVCEzIyBjj4Gwa4EpVzA9u4hDc0EwBnwI5IuDSkLcFtQYpBoShPid3MYkfsIppIht/xGEoDITesORgVg9tuj4fs63Nj+dwwawmaVc8y2ujml/HUtlMK/L8+nmFQei5doQYHj8WpoYd48e12Vhnm8Q+qO0igVdJCdoXVDbTulFjH4Sowtc401hOMjKa1zzOgipmhNUIRJFxlJ9JHpw1blTRw0BHVfLI+mhS3Te8r3CApqDTNDERqTDsemlJrcE4VMSAUER4cNbsrhwWKW1yGojQGFdkcXj6BDAO8oWlE2Xa+RIqgPdqCsW0PddpS2BXjE+SS1oPtgwgyHBIjmXtc9YpLamcw4WU0C0KRV2Xyh1rIMdFMqrSEPKwGEaNCkc6XXWExW5V1iDknOE19xbUSaEeTdmUayWAYslNwC4tjJrwqiLNNLgJ4dlH6BIHXse1dwjBwxK17IcaAZSMXel1IWj2TJ0dEqjWp9pozbgglDxo5PA6pftmAZeaxgBFC/GElIoDVZR/wRtvbgfYzxpqUsk+31Ir/WE4PFssPvSnmSzbnW6z46+mBXw7MfOM4nnsc7zvOISsitovD7cpz/vx1FOlmrapizw6wDk8blgigshZO23wAFeLCgM2HxKCKIxRyPzjSi8NilJSTOlLFyR7bZY/3SFYO5cGzOMNx/bS0kDNwsEiAuhTGTA0tGKBHH5C32YFfTHZufX0Vw2CTAGTGWg5KB0QfabBAYpV8RaCSgQ7AK4ftnKGUDIsDPOSoMyAAEAyoYgQkQoPiNnUw2Je/hRNGCbd+BUeHWIXOiWIKwF50/14RldBuFHvrZBSgReztBzhlenzyXmueGiL9AdiRuzN8E+JLdU3KNWTGCXDFpC9DMb3KDiIfnNBz9RNsabEw8oyuhOf2B9sfOROpWlZSi7OjXaYI85oCCjWNs2mKcJYDjTnljP7PYq9h3D4ZqzuHsYCnBWIn4CNzL1ro9I8DNZDsAxNo21Cb0n6uNjEYUFFvpL3KpTSlyKY1GuGD7bBvsGjZiTdXwNuFajnVN/TzXddGQ/wAg2B87tDYy6ZWsI5sdPRhJ4yZfNE8Pv4o5+H56zhCsT/YaIPjXf+z46f2SCn+vx5+3JciM9u8/7oBEAttumeN9fE3ul0AOzwRW4mfra2PfFL2dhn/4D+eHrXHL8clCTsLzd2aR3z7lujIGVSuP//gVSFaVrNw39jG5/np/A6+HsTlDy8gX1ZekKzuZO5jI3UEVorwTmDMKZELt6gTUBFtYZVwXk+yf/L6U9gK2To5FoAUwxP6uEBQBWlW4FfRpnGMCiE3U2m6s1MxF+UxMBDqzQ2vEnXCcFowkVDTJfYPAlhWj716wHIFQsTjC2w7QSlmzaKENwaSSR7e24kFHWFE4AEkQOJ+FLEJKxnuQy3nZbk/xeo7y4ZZy7Vo7UOxzFcn6vnsGKalY7PK7nuM1fh1X05X1pttAXOMsv08CwIuX/Yqb9BuxzvVcfd3Te14H5Fy5lzcJHN1VMn/u+GbwyI1ouwayvrSsQduEOFQMRVIisDGxlWi56UKjMqW22gG0WkkhzoQ7zLCpecRaxJLWD+TGLhdNTaLdYQJOcfEai/jZwxdia1HRH7FZA6mp771jGA37ijoRxVrgfcZtXbh3UBE9gJjQSkY2NUMv6o4w3uVKQpmSoLUMBz6ySGAdX35yvLwSMDlP4HinlGyECWQNw3nk5hm+RiLhjaTBthGyaJwS2QWOJLVtqU1yTM+czHHvKqtcQMjYcBWg/5QYIAdRgkcRK/FnscC87ASm5gSScDTj+kMxsV4/O5bPUYJaKsAxA/wCrzN9jjQYR8PXvL8CDQ/AKlhIq1FIXN+2Ay8b8HgFHi8N28sDZd9wTOAcA7sI2rYBtfHzS10sJJESbIqKUikXsBlT3LESAovxPT2qnVD+PMZFrY1jcE4UL6tyLEJ2EKvxt401aVhwSo5ik7FpwLiCpmSSzDDHhFxdvSTM7SwMfueIxT6SlhzjuN3P76ee/+cPzusebIWO3gdauyQwHubZ1+6OzDQYEOiVtBtyo3Fo3bG9CrAV9PcvsDkgdaOUd5zw0jBVYVLg2qBV8emv/golVrJffv4JZtkOndIzUcUYAVyHmSJBoMtML+tdnMAxBrLrpWH9vtaCpvQ7qaWiloFTT5xnX89flKCPRMCWcses8ADsTtbHDIALixnApCiTAKDtydCaUBighscuACZsDjzqhiLp18LzLaVgdMe2yQIeai0EtWrBXiseAZCevaPPTtbStsFGD6pxJooFw8eSH2gtK+lJ4IsyFACgVMFSdldKbpdI7bmqLu+xOScU4b8UjRSYSMcGnGt3LjTxnUW4t1ih5HZaJ/gdqP30BLOEc3FKdK+JsWsGk4kpAZL7VQhZrCMUrMzWgeSaaQlPtASQEMb4se4UpRRSh14JnjtsEEgQCwaXKqQ6bGSwzusp6xkK170sAuGq/lXlee47TbM5psl2k5S2Jb4TUi3mmYJaFWNwtEzLMJfMgce+4zyeqLVj3zeM8YLz7Hi+P3HsG46ffiYlbc41rb+HozT6PbVSIXBMHXCf2HZFQeX5H+8Qp1H766fPePUdMrPCybswojAg2bZcLwlXDkEWyZLDFJ1mkJXbEtCeBwAycPaO0Wew1oQyW5EIKi9wKJuSoPA7V/KDa+3JAkQpBRbJG4NBAZSvs2GU0UWRMQ1xc929+ztIAjZx/UUa4LwmQxRxRIAzOg5FMYfyMKM/RQDZZh1znOjnE9MGtqhKjUNgdiJr/QWC2Qe2fSPjxNI/0FcGW2rBHBKe5dwRj+MEgplXayVbtFWa0ANXZiqXUa9ISD5LxsUaa77jNGOhZ1qw9goBEnfIYrhzT5mxVs6eraRzLIQAOavypaA/n0AlU9N8QqJyfvYn3v/4BXuteH15waeXF7yf3B8Z50T8H00gzByltMUEENFgdqXnosMq9zRVehcJDKa+usQxSQ3GUhrnGwvAbdvQ2g6tFWZldUBxsCsd3Zy4p0hVaK0EdDBgQmndnPNq5BNx+OU7x4YnNYooZBXTZL7slBomzjeHs8iTsQAkEtgwWp6O/VPD+9s7jjHw+dMrtFacJ1mSW9mw7w/8L/93/yX+s3/x9g+9vPzFjw8J9u1YfmExx5MVsvbcAEiGdWxtQ7IiFoAbqz8LHbHOiH9YI25fhjv0s5LmWBu/ys0jcb8xcPyrz/VkBRvErlxNVicuQYHDbkya7HJ8SelWcLCuFxHXqSikECjKbzU4rCg7JDqTO7LRgZQd04M3O/pdoE9+ruO6DrJak1kpcQ9jzkQ4RqubBKjiPoljqwWlPNAaTeItmniMPgCj8JjR0cJmYr8gM5vx42DB0w2nG6TrAskhICNasTzdJGwKEH9KvVevJOIYj42BnUVdsngS48PAMWYGi/yJTKC4/6QGEVxaigtHFY2OlJnpXl+daiD++wKkkqU4wpok0rEFpq05sN6QeMZtbM9sIPbVUP6QlyDWLeA+RCXG4RrXbrfffZyVV1HuBkoi8wi/seD4P9/qafa7DLOnBWohVFkDST0LzX0kJVoK9scLEf45cY4nzCjhKcWh0eGje0e27hNVlI3UVodjRgDT2iu29jkG+0G5QyVS6ctfguasX768hSQsJ4isjXTp620CPmDT0e2khvrsBDIgKBLGkiG7WIkBAOQmKaTtKyrZKBaotk+gcGMh8hr3xoFNC1pjUqdydcHhpFXsjyeyIOOTgIcZrTfSr0jA8f98EiDaHwRPjhPw6GQmiE5sN9lWKdHVTK7PACK5Ec65MQDrfLwJVFQF9hiTH+bQ7b85ZO/AkZbL8DvtqMxuzCFZ8yLXgjUSowDE2w2uLa1c3dBUgMMuQEmcv3u8AOPkNaXUNROTUulviMBdFFjAyP4C/PhC2Y22RgbEtgFQ1K2uxY7yHIWm4VSiXcjAJP8l66cm/APPIPu6b2MStASAfdsAv+Rjkn+UVRR4h1tBxvDXahPItnE21pKJGeFJn+zqZtMhi/1AauwwWxuPqKI9NqhvOM8D4zywaGu56Ag4vr+nzOxPHO5OMG50+Jz0HOoD1mZ4D3XoWXCeIxJXRSmOgmCdFFnu87Thuyc17OCD1qBuIRXR1UFkmEDLAz5pAvrX/8F/uCbAAGBjZOYMmyfYtbEHsZ1V8jrS9DeCGAVEyHzqvQPuYWANrkUmnMgAtr1irxtKqdGVpkLkyfUIlzytlIIqAquG509vEKFkTKvCS4O3Dafx3kjbIHOsilh2Zdq2T4GJGH1yxCCtQLoDRbDvD7SNhslSCnQraFtDaRUvL5+wbQ3bY8f28qDktDSybuCQadDasGFEJYRBvGohBdpZQWy1YNs3+Az/DUewgwKol5h7kYhmMlp1hT4AgOxUgsIEctikTBtASwZSbKpjUF41jd47vdMHZNs2hDIjiEgWT9XWfuYRpWWFVwPM1WAcSQB2ZBUKtJGNxA4jBMcMDh36IegDJO4d76OUmhEdPK9j21C1QapDzcNoXIPNXgHvZJBVgRcHQUCul5tWWHSUK1pRa4HZieoVcx5wGGrZ2NmvbHB1yP4KQDHrBi8bkm2FyqAlqyM2J6bbYgXOEdXLQeD3PNhV7fk88XweeH9/4u3tDW9f3vD29obj/UngyLIs8f0cKoIajCBVyoBmbMAzJHn04EDQ/ediSNs54UY2w6NUoABznpjnQNnrKoT0ZGdVp/xcLLDFAI4CsLBJBuEYk+DEcNCAWEAJAL2FinFdpPfUxIhAoiqTakQBqIUJe9ESoCH9+3xa+Hs5tLJjjotjYkCnQic7nWlV4qBmv7pvCWZpuZI3RHJUboCT17piUXquMbnKGJAmvQVVw/hwB0yeON/eMZ8H3AbB9FLxPCZ++HHH68sL5pg4xoF5kL2qh2L2iSYK04YhDpsj1r5znXdKv4uyKq63OIFFNQGKQpUNA0pU8bOiZSFfnsZKWY8Ova1mh1Sym8yCaRMJwQhPsNqycUd20SvLP89aA6QD8Og6FOtfZzziw2DDcJwni5EY+PHxCe/vf8QcA1sp+OGHhvcvTzR/B/w/iCu7EhubziKzpbwuWSICnx0jGI5FCfoIjOvI1lbcnTJoUY324Fd1nIbezn1dAERpxjW9qgxjssudjyg2h4RkJZjxnDwK0Fn8Y4G3BYti4uzAOdPXcoPUDcuXSgGP5LfbxOPlQUYzWMTb95coJiaY8e+yevxljl+BKXFkbJudGtOjh+TBKzZISxGHo8+OWti9S0VhHmSBBIxB2aXk5//G9y5JWP7uQ7b9VYq2ku3wPGOAt0COfP8Cgm6R+ZXsBwBqBpUra0+5f563udOYOcGBPP3Ib7oI1LgmqguahmQ+1AQGYaOJSPbm8cvytYNFbh3yL5sTNTq0ZVK12C6LdBtdXV0xoDCcmE6gdjqQTN/0mdq3jfNRDT7SE5h5B9eqBps18ijHLApYQ1PKfPNeiYCdp/tAnxN9shEIASTDMTuLBVVDFpc+iOGJqQRnoVR1SC2rgyWLTsGOiJuslZ7BI3JJyILomCcXZfkk9j1Kvy3wCwc0fYIySmQB9MOYimjF7kyIjKckgRbuMYq00VGuZ/3aDzy7PoHjJr1EVxx9G5iLLAO5ZNnAKiDl8LyDozk27z6AOaIXoyzBrNv/rpw0chEWf/izryC0P3n8vm5roD6YLse4ZBgiKOH9UYqyq0oiBGAFaU3iqBhDJDqXhbb5LhWArApoKQpzPoDSXjngNJADp0ZSZKCboT5+gIKVaDOgHwdKqSjbjufzQC0nKahzEuV0wXEcMBG0ttO3JjTxfJqykjggNkkVuBeIz5Xs5+JJ+VIJOmCH9U4jShG4xOeKolbDbGzT6JZdIBQ//fRO5PfBr35/sjNZUeD5HsBHJCfpe2QG1OhOLMJuZfoCvP3CbuL5mNwYX6sCW11jZoFMc15d2u6kjFRrBwayXERumOqHf2vI07LtPTQ+4zcW+QSzNBlEaQ9wA74W0CTAHiBSEb5eBIt9lUB1rVfXtRk5uFYCbdqiOG389+Ol4dPrZwbcpUBfHqivn1AeO37cNmBr8ErtnbQW46OGj8xSHgcrj4lRsqlIZojFQnV1r6PelmygHskSGQUxx6ZjzAERw7aByUR4XbDlcQ45B3yyCh3vL8oqv7sD01bLbUAI2IqgiGMKzX7ntPAo4aZRYpxQvkbEkiKFDAzmd5aa/anD4TbxfH/iy5c3VjKj/To7SXHu9d7jvimG0Rg7th128SlkVRCNv125b9A6oGBCNUVQW2V6oBvmeQLTGDS9fIYNSqxePv3INulGr6Pn0+CoKFsmGZONsKwtmaIIwYz00KknwXWR0GIumSEAoyZ9+IRPdhZ7eXlgf+yoteLnX37G/sMOA3D2jnNwbLS/+hHnnKwAaoU5fS9GGKhJgKMjDNZKUdTWVsAnwiqy+SWzba0wOaoFUgVauTfse0Pddzw+v6C1hm3fULctxnX4gzmlEFIqWnhD9dFhguhoQ3P53XdYGO2Oo1/MsiwXiVznGBX+PLIF+IyuY1oUGmyDsjVUacguFun/MubE+XxCLRlXF2Mi2RzZyTAp4yvIk7mqVSp8NkWVnfWAaN1NkGfGnqO1Yqs7LNg6GqwzdXZ7Wt8Rn1nrvgyKtTR4ITCkYZq3bxvX232nR1UfsM4KfWsNdp6UpE2Bd4e8KOzsGJHs1XCdARoO/xHdHZ/LD9FNrcFbdjKqSOPmFfDcgqGUacLovWTTYYPGvX0MzHOgnwPn2XGeJ87ecZwBIL0/8Xw+8Xx/4v35juf7kxtlysW/s2MakyP3AF6kQCS8JublEwFw3Iwx6Hsea/CMAPPrZO48wudJAMfEcTyhdeLT6ytUWcHunUa+m1agNBYTxqSh862N8LDJolZKi0BZHYG88G0Js8E5DRhkjTPOYzFMI+RUCQYlBK4Gl6Dvy+oxhNo27JVz2CVN2qO6HvfBEUwoCNwNE0ZwP8PKiBU1QtjVJTCbO0gUmJTJm80RnWyVksqHQwyYx8ER3TbA+wLNRFiMmSqY3QEFXrYd2B6o+o43MxyDXQFbq2QPAow3E+CFLIPt5bUXkqy61dVVExLPfk4cR8d5vHNpT4xVFTN8+zLFyXhMYmxkgi3hlZe4UPqN1VqBWMMTxKVHkjOmsSf62XE+gXZW/PXf/Aj3NF9XuOvFZi4E8d/fBK3FXlArSnO8wNAHPY/cwqtKhaC8h8cWsJItnVw/t7oR0MrnHZKvMXXNG4h8ZEMHg8ilscgGDxl1JfA57ns2rrzJfbFIs9id67jWynlihhl+W1DmNCIdsIJpChkCGQobitEPvLw8gGk4o4PcnBOqDaqOL88nsnHD93z87b/6l/g//G/+1/gf/8/+5+t+3L3S8r9Z+PhKPLOOSzrt676bzWi4kcffv1bfZTfAlVz/9ouxnqdHhu+3h373Xbq+PQo5t89NadLFXPIVXzP/C9aKgP6FAdynVIJ2BVyPShTON2m/hYld55G5Qa1UflTaIbAF94D3AS+M2UszjPOk7FloWE3vwgHRxjjHALWMXcNnLYKz9M1LokEJ09uBua49F9kilPszH/NQJgs0vYERMRuwmgP1YXgeJ57niXOwYYIUwXEOqJ7AXtFqXfcRkbOklY1WDSuQAkTTB60VBjL+EEX8Uirjs8KzCE7tDYzxJS0kYBPMN1f60CIUSghA6FakCH7t9WDW2PdlB8srN4jNKPbL7XUKDT/BD+BNxPQWa9cqmtyT4T9zXPPhihlw++y/773r2X419+6yxVwbv+X4dsNsFRptJn9KubOlJpsPXFAq0fzz7BARtvwNbeVClqMKh+gsJSExSwqpmwFJt70tUjYHxgAAY9UKF7OIj1sAZKtMoCrDXRwHNhhsKsQbihQYaOxKY8CgBt90iD5meBFkR5vbQzDH7O80MQvoV7WhtgZ3gZ0D8AmVNFH2AI6YyqgaajVgZwXIbcLrji/vHVWAfW8EzfALW81vZNQkyvw1eJTdifNP/jtZNiHBBDyKJsFqWkurhNcRsLyWen4GsKaS4jLQBi4wiekEGUJbnFeCQUXI/En5Wn5WAejmH0lRDQDJNkQ3F6wFLgMhGIPLx+sFFuWzbtFoJe9NKRGIGlAa8PIi2PYdz5M+D7VxEXIAb893DAce7vhhf2BvO94caFrRHq/wWmHhESQxeefkCToErbI6fMweEjVOQoJeJZiZrDyKCnofoUlW7LVAy42+mhUHn+idFXk3h4Ve+9oOPeaVAOHrkNcvHpTqQVNWSIGVQJS1QC3GQyZ0wShJhFsQybskNZVUcRpHf9t68Zc80seAZtQDFt3EbGai0jFmZUVImaSUG/1UYlAujzcAK2vRGPW1xdjk760LdDM0A0rbAXPUoqiPV/Sjw6Bojxf4qJijA1C8vFT62gABKvGc2/6ABw2RgUqwVqbj/f0dYwy8iuKMFsUJFlqfOI8TooKJCYmxNMbAaRN151jTNFUurIBpUSa4AKs008MYlpMru+1kESZyAZzvT5QawTfIRCgi8DlQa6ztICtTRZbZ4rbv7LLWNtTWUGpFdv9annoiWELZVTGLqpkzKHKbsKpohcFWHyeB0DzHmi2eqeGHIir2juM4AmQJ1piEGa5NtG1buvgraZfwPpHMcNeCq8huh8E0CkRbIjmjTMci8IkEMtgAOX6yWgvc1tz8DLNVCS25oMfYdE9fHMGEYS8VM9YGjUokagn/AEOtLTp9YS3G9D/j5mBydQ4ZzwnVHbWmjJZyWxd6jQgQCSUXewkaeSZkHgHR18mGx5pDU+Xo4pbMo351Uus9ZafXn+M4CB49DxzPA/M4WBEY35dc7X6YUaKaEkAtuszsiQJeiY3ZhG5YrBDKcZjI0pydIFkfJ9LYtG1MTmySNdJqXfs6hAbDBcy/tQmqMOEvqgQyNFplO3d3LUKLjWHLy8dhcKFp6zwNdVd6OhbK8Km0MNSthqROMSXaO8eDKVqwbRuaVVQNMEQAzBkACCWWZhyfslojR2Ar0VUs4zQAKuyeODFofDzJCFp+QpF0hK0UWlE0YaccMcfpBhvcj0utsGksKiBZPlfHudZYhVflvmiT6+08Kra9YQtGpM3sMhxBufC+r63TWYQV4NZEI1kGNECfgz4hJRItgsocD1xXEEE+P3V77DQsD2+DtHbYgkkD8LxLxBESidP0TOgvua50RAfhCfe5PKjIgvZg0HFlp2ciFpJVayXQGIyqBESLC6wbvDu8UsYKmzB0jAHojz9ATxZzGP8MmAimFQhKqE0C4PFIJqehg7L9BLaAEgoihWiwYAqg0c0zkyfeXyyPQw8wy+AY7ugRc2lpXP+qQmQnA3xyzY/ZDXZPjzXZg2kiim2nFI7+U9/p4nQ73B3nea6/A/gArqxi1ur6JWv/WCw25Ij0+z8u4O4WP/65UPIDk8K/lpX9xpvvIJD72mvixD+ew594FvdE/16IYDwRiynSk5RfelMyLSQo36lyvfZ+yglGLeJWAgDSUGRwofbwMpXI8cCiShrqJ2jMHCQY8xGiJqiU8UEa/2feYFFocTfOY7NlYp+gysoLjKB91YwhPHLKqzCHAHG7OfqYOMbEOSeGD0xMYEZjrU6T7SIFqMK8P1nVCzzhPIREk5tKJlKBxlpJ9iGUYBofS7hZhVriPlYSSKRpPtcSiYJNNhlSE+wuOBtWjpXPPxt8ZOwrEeutwRQedpnvfT2yLqb+NZiSeZQAZeYbWc25zv8aNR+lmL7G0Z8CcL8+1n704eTy/sTf/ZJEfsvxzeCRlnLpLOnge83fAITuSPXoTMw8Em1zophilHlhUb1ung4BSE231WJMalAHAXZomA4RdkBYBtvrXuTEj3Nepd/YIJ2wBZNihTiNuC4VYtD2JGiLN4PDBWO5rypnMkHSeFWUk57sG0cpDiIeYTbr/CaV6AwigJWK/hz45XzH44U6U1HBeR4QAR6vNDtrO5YvERCdwWosLFF0TaaNEbticB9MHWARxXgueimvcl1MqdmM5JDgGj/z2QkcBakHcWWrs9qvgCNdw+LaP/yaXILwapLrvypkTpnyWhI8EgmpXbIO9aMHlAgBtueT90iVgFVjsQ21Kh4vG/aXF9SdFW7GoEmPlEjwgtmwb8zPSsV0BtuiIWMKJE6ibbl4cPiFgWbJBBOstBHJDk8DXDcjNym+hwGdpWE1Q8V4PqzY3t56m+xYCWsmkIvyGma4mA6PqrHFvVyb31oEuSCtupCE7wkcV7hltxH0fR9mTtPMPqKdNxleNOCNFuBlMFm1guz6cA+Y0kskBy2X8RiQWqBth2iF24CVgllK0GxbmFNbMAUb9vaAnp2ygfMNtR/QwvbUm7Nzm9nAHPTmMKtoRWksimCxlApHQXk9cDzfMc4OMV36/dkH3u0N+2OLccQK/Jj0Npnmq9sNkwugQjCMXXQyCLjMtdkamhtngAAL4A+mzSQIxm5qJe6bwMSCEXfNa1X6D9WNjIXLK6yGxCo9ttImOKrMQoBUJWTEcZ5wCy+fqGibLelBGr87Yk7mYhSrz2LzBcK+OieZB9sMMf5TjhrvFf7cJdpyRwAGzzPGBcYIIklTQKIjViRY6iEtCfr4mBnghLcfYyDMMdCPJ4HrCDDMnSyP3NquL117bzIvck/VAJsAQQfXOS+c3a6gT5sJPRzkqv7z2gtEK2XcwmqmC+W7DolW1jdWgsQ+KBcAkuMmJxKXnqtL6tWt7pIDjuhq1fsgI+IgC2kBR8eBfpxAH2GkR6bk9wYg0VvBr4YcEs5DIzqveTQXEbARw/ZKv4drKSY4EoyR9OexOUOOVaBtg4JJ6zgHYLkHcX0gnT9sQcWjAEUmHsFkWQUEzlmCNiWrkALYoBRt0wrfBWNOtFLXPjIDmBcVFvYCqLV0nEa2VS7QQ1fgeklMCFgYLPbACJqN8qK19uYRyU3GjJnK5OcOM8A0/N1Y3ONaZvEzoC8vTV7Py7ZRTn52rK9zFmZsTibWMS/NrrEmOa7Nufa5QMwX4AkAbd/gjw2b7NyPZ+7NsZwteYotr6UJduFkHKc035+Az4kpYQZdaNyKSObSNDbfU0JqOqfBcHV0Rcy5MTrmIBsIyiKTueN8nti2hrcvb+i9R5InGH0gwSeAANack7F2dmgrAcZA1jqNyTFmk4HciCpn2lbUbYdLwawVSCabCdRybTXAO1wr2VAxNme07FWp7C4bY2N5M8BXQpmMkQQALO5XhFmMcDxBTAAhaZOabcAbk2ELkLzQt6zWjQxWR4BRYfBuyfr+/mOm++HwtYfdfhhR4hUrpbmuw29+QLHvfRUnJtvtQo98ea18/e25T/6Wd9FvxZ8r2faV8wO3Mfqrb/CPn3ZP1bNhSG4lOR+Z3+Y13PIYzXgkP+FjjpOb+ZWmygIhsqDPRZ7rdbJaEPeKxZorHk1/xuUXZ6DvcCYFkWcCly8Sr1HYKTrjq2Rouiwvsz46ABbVLwnVFcPxfSArft1LFrbOMXGeHUfvOGfHaR0TAxbf6BNXB0jeuFi/LlJFXnmymZB2EEk4uW+KQBQILJ41IscJH2JY3Eu+3yPvLkoQalGIHJga69gNN0hg9MYauSdO6+8JvuQ+vdQoMV9WnHkNvtsU8Gs83gDSlHXmqMzP+jiyrrn4q+M+oO9/z6H28XTW3L5+9m1B1O9iHrHyGAPy9gUWszaRW7JhDJfRaIIuuAJ7t6uyhAtomEH3yiThI30yFnZzuIQBZAQmadTj8tGI7L7YSARS7ObGACY1rNe4jDAkYeFQ3K1rjIdYSsvGays49iiSSyn02AmgyaYAPqj2Ew+WE+CqcJ2Yp6KPif3xCDPQE8/nO7sM7RWjd7TNF3ikCtKFlf4btSIo2YxJRvofyWUQfV8kVYE0MbrFaR/Answ3ougGYdOW5WuUXj6CAI9adFVLLyK5wB2zoGDHv3PtTlp5spJE+RlTl4/aerw9vt+DkZTd2whwCba9Ys6OOS92Va18jrVWtG1H2TaUDdgiWHUItG54cccOYH/9hP3lgdYqttYwRTFiUi2adWG0V0wBnxBkxyKBtkfILdfEuCpOzmXUwudisfAyNDIaUtI/zMMg83out9X6mpQBeDHZ45xaXdNi03PwxjPH5bydiEQtARJJYJQJmMRn5tdeTKRrnnzXhwd4FDKm7KaSPgoOR5GC4+TP5hgYo6COilkNpRh9x2ItWHs5svWx0jhdC9xZIZFSUOoGa4269DnB9FxRth1SToxCHwwPBs0pgt0N0iiRktEhswNu+PS6o58HxjhYbS4NUhr0sRPlfX+iecNWKkRYMbQ5oXAaZHey13K8lEwSA3iRGKcFISXQwjEQHiwCRy0CkQsuLmFKmwyJXJfJYCBQYSZwFHY/k0xgCJYnYESgoawK0gIbcrxzUHJmeDCvVADj37H2kyhOhNdNqfQHspEtszOJuhgbC7TV+57iF+uobDmIlj49q+EAA5apAJzz3tNEGzG/7oFdRBUGNmbwyQ4G9KuqcV7siMeKWnQlq2RNzPC+klIhtX5YMyQWx5TOcbGWVRDI5GgFqUqwYMIjItSgkirvjRq8AEVCgOOTXn6qS7qn0d0Lym555sLzkrLOfcnvRCIxx8f9O4KtvGe2AEtbAAT/xNztA8dx4jiOi3X0/sTxfGIs1lGaBf7DLSH/UIdGYSIHo0Z8glinKemPhEIKUHdkN8yscCawaUkX02R/REtzAHPSj9HNAgyuLGbKTQaEjL3i3hsl0rVsV6ImYXQMsisKwEk0Gb/t2wYpii9f3i4mXOQ+ww3zOLDJHt5OwvTBJzzOWQtl3wZ6tZkTzOcJBZgCJls812te3Y9k+EIy/0pwgKxKiz15OkHz5Qfo3NE1ZJUqSi+6OdFqIeDeCQ5pfK67w8bAl+eAOtDPvs65ZrfVlXQmxCfcV3pfwb8I28hreEQhQCLmIZGAOzB6dAS9ga8lAqUp9KyCCKqV5R1l8Iux5BZGl9f5jzkgOmNtoj/n6mYogq1WmAi6sPB7PA/sreHt/R1mjv2xIVknpVQYGteY9EC1sJ9AxHpmkGwLDlyxiRtsOHq02aWkrxDs3DcgugTChV5+YfYvZoAYSiWTiPEKWXkKCQa8A86OVFnt57jWWKctXonFvF6ArGcbm1RSKBBWExIB7WJeMugHlB1z27bhfL7RB1ULZBP6RwVzbUsm6z+S46N5vaz12nHt0bkVfb2eL5ZSJt953OZA/vv6wg8v449yft9y9pWqZAJxj4tzv/XrkzyAGbkl4wkeZr6a14uMeSULRr7Wy6uYGsn9jbAgKkv9kCDXJUWW6/N/dc0SmJF/+PmcXIMFzvVw/dpjL2HeIhkvZUgQxd0F8GHeClu3WxXVY7PoGlkYZ/RoLkOGSnj0xZhX8cWSygHAGDAAXDOMaTg6pebH7OgUwsHBGBMu6GPgWTrqqGgJXq0bc4EhNCpnQcg9kkfNPTIzEq7hWdygPcoVY7AGbwFqZsyU62kGdRH7KYsjOV5yOC023W2sLK+hHIc5VnzdWq6BgXMkeCTxvG8PbAF7V2HzqwmT35e/y/EKjoH1rG+kkg+AqWDNlQUO+fUJ1zf5h7d86/E7PI/iAbpzwMt1Cu7sJKUmkBm6U2dUwcEXNEe9UPh8HwOWQGY9Nxn+YwKQOSIJyQWdRmgxL5Blgwv1u0yD87wz+Fibm9H7BIgqcVRnFwjkNCtF+MdwkqScCHAVvOgj6H18crkZpV4wqemRcizjUc02urPQcBGK1gpeXj4tg8jiwLbRRLYE0jNDi1ZU0KouarrZCS1srawIeVsALTWAnBwUy2P3Ysit5JifFfc0QJ4Z3d5y38vtLxfz2/aC9JFm0BcsogKc4WM6AOjtPdCru7JKAEnBfFIqpBZIBON7s7gs4LmXAtQq2LaGl9cXzPkzes9nna+pKO1q91u3hi1ZEhCYF/z4eEFpDe2xo+00nNr2HT0iISbMCDVNBBIazzdAGFXFvl1AUHZSY4tSYxc+0BcFYKCrUuL1gya8I8ckO7EYYj74/EB1TGmbzasbCgPXaL89rsTZpbLCE8mVu6NPbiwrWUdsmAEcZLUhZ2omHD/9ci4p03d9mMGPA+d54DyeOPsBfzP02UMaQ1q5CxYgkpvLRY0HA9EiAVwECRFYyVvKcQwNVQRSjR0zxoBPzz0NooVJjCjEO9KoizGo4KyvHB8tulUWwfbpAX/7BeP9F1g/UEu0o++Ox/7CbmqyYytlgUcww3k8mRhk1z8BthbmqKqUdTiD2qqFbKCimF2XATTcgilUoaXGessxzrlgAOiTUopi2+j1lhKqslUgWC+l0iS7bg2tbQQgksCWJa0AP3RVBD08fch+cAcwklKta5FZmzHoE2A2FxuhRKDPNSskifHxtTWYOwE1LVzbA1TLOTLGRNvqCiYtWBVQhTTw+y0CEw8JyTTIVEq3a7BRwbVPohMRpSBX63HrE+McZBloQWlkYanWK14wVhGT3Z0dW64iCe9hKtFUCywmsOUgjPV1vcMBR4EYgEr/G5eKKtEb0CivFi1h2s2xQHp8QamNCVflB0uySsLcUkrGC4hAOfbmnEiZGwRLcsyUq9GTJ1kbZ3gdXeARDbOP5xN2HGxN+h1L1oCU4XjsSZT5aekECV3XfmFmmP1EUUetD0B8sbEsA2khIL1tNbpFYe0HVGopsnJZCn263CZGxrwR/K4AGw5Tu8AjvwW1eUQ8JNnmONaG6Y5WCHpKYVfQ5/s7dH9AhKzdMSZMOkFTKZRJuC/PrpSp0WiX9+e6b0yIzPxiHSaY4wQuygpEwiOztvANPGHGZEwzXo0C34BBp4fxe8PoncB7IdA9BPA5yY4BIEY/ore3dzJegskKd1Rlt8j0HqQcc671cts2TDP6lPWJjhMQyskAYJ6D31FZmCqiGEfH2U9sj21Vy4vq1QUUIEspiz+xUMw5cZ4HzIw+f9uGLDVPM3qYBMaaWKtqwbazWYjNAbxzLzlPglTZcrtahRnX38fjgXf/HGtGJn25phi6k4lWw6epqEKdn8WChi1GAsD1eM6BfXugxPojkURz+PE7VAQ1TDmLDZidKNXpN6i5vlp0G3b6aFkU7MQwNdjTkRQj4p5UUmTCWEoLlmdDSiQnPD4L676T+SeQzXGeSp/DSkDS2sT5fkDE8fLy8o8GPGJSfj/XW1J7B2HWz27JZ75UOS6itHEVbG5/z++6/c+Hw9ef/NuVswMIj5k8j/gTQHl+2uVvJKswrsE6tOGr+Mp4nOtHFncJPhuLanK9f53c/Z7FHMuTXOcpV86UezlBHwGy8dJXifx0j5jHr/uZ319YnIMjunl/PJlkC3M+RiGYAQQWkz4uYEyC5A2FPoOrrTyJH0ibCyRT5yMhIx3sCBzNBSCNyWZXA1jxSJwBZj+XnL5GZ+FSG+eQCHxOFjum0Ci/h5G2GKT4rUAVLG0hO/0qbFOuxzg9/0+h0q44LuJDUQ3Wp0PcoKXA/kQ3v7W23Z9t3PqvWTp8mpmLXfc9ov11nvnaKzb69eHIvfo2Q+6D8L5f/5nPuV8HfuN8f1WZ+cbjm8Gj8zxQN5qtArJc0D12ITOn+tgRVbOCEpzcWtt1gbGImrPjjcdEdRl8PWR12FDl549xRscIViXMOflnBv2QMEB1UrFxA9hwJcc54FRYnQklf9QirjbCvgIZCX8No/dMMpcQbuilxcZDU0ANl/feT1KfY8LPDvhkwMRqPgNrMUGm4j/81V8HcEYD09oUY+wY/cQYAsgB8fBRqQ21NCSDQvWJUgxnB/zkQJ+38ZB5mggNp8+bpC2XrnEC/RmSN6PnkTkb4/SIzQsoXbsvCgVA2wjyROzKBE0J9jx2dlDjphQAUfgTzfiOZAmVGp3i5sLk+JnO99oI0+8EmoqgtUK/gX3DD58/4RxjBdR9TmglHWoZroFeDSWYI88xeT/3HWVrS8Z29A60hrbtNLa2ubyjJNgUcOrfr/qaRHWNxpQZHCXzTkAaNHLz8JgIUlG0QStRZAM7yrWNBr6CPwKe8o5IsoJjWVzXnGJlgol4lkM4t6JqpohE5NKs5+Zl5sCMqh08OgiG74GRZfG//d//czyPW1eC7/UYHfi7/y+OOfEv58TZB/7mb/4GqvQ54mZ5dWq0MGSdt2qKmGCooLhC7TKOB7AqVbm+KApcJSos4DqiBonKhz1+gGwDOg1l26D9FTomcLxjvD/x0uqqpKtmhdppdF0EY4QRWLyG8rMJGA27s7r0eNkx+pNJSFXoLGuB3zYm+8/zCTNKS9rWGLAXwR/+LY2Ie7B4WvgTiYbERK/qBb0zKswpV2jRIcfBbj01gA9oQdsq2t5Qd5rESsnWqvGZEp8bQVxSyqWwRqzhtaGlUuYRMggLiYdFMMJOSzMKD3xGtRG8mdOwDH2V3jFz3Utlh7B9Qx9jSaO2fYdOX9VVsmOwEhTNueO51zCANEwaU6IEsM0nMCHo1iGzrI5Ms2ssAWlcDxYyJlt4l5CpCUDW7uB5tN1pcO2CPjoLN6LYthuTN/gja45LsoAQoHXsCeBmkcxFyqwE7gXFyJJqlXJMqeXyPoqmEtIq7saXEHY1WAFP7DsrZEnAyGwZOPcxonX8SdbcB8DoDCDpxHmc0dr+wDj76ta26Fbf4bFYoO70NxNBFYGXBit8tjYHhncaJr9/geAFW23LM4PMoTThFWzbC8jo5voiK/4pIV3rcDVoi+IFAJsddzaAONf418cr+nmA/hcKlUovoM7zAQDMd7QqqNsLIJQurVgqmGniWH5eySQjuF6BU9C2B4o3+OGon4y+iz4xT2d8NFjdhqXUUxbbz3VBJOswm+EtM1GV8q0iJZLKCnOCMtMMGOzMVSLYHn2gGOVrbdt4vcp5ujXGqs8x0Q+yOSVYu94HRuzlSz4S60oCHFwfAMDQWkOrdcmHbUycASS2raKNGk1jbknmZHtuPqMsbugq+JRW2b3OmLh9+cL279vWMM6B4zy5ZpSyJO05DoezY5NGkCaonK5VUM3RR8cZYFacwZVIx3rLNU+vxH2t27xGh6LHe1phYaJodH/ziWkd1inpJhNV8dPo8OPA3nbO5Yj/fDp8gh5KAFzDMNwM5zhgxaAbK5ZjGnQYaphkixbIeVLmVihb1LLBpaA70D49KD90yjGpYmD1soQP3hjKZiouYTY80Z1Ae5FC/6yiOM6Jx/4CG51goircK3wYgcJ9Q/pJ/qM7/AKCgCtZlg+LOtacyOZIdwlPHtkpcMUR1y76mwnsXcZjRrAncS0F2EUv9zDhT9PDFoi198PnYcUXqvphX0rg90rKw2IkvYRW0h8Z0w00U8glwfP1P79xPbhidXO4BQs9GoRAWGzDFMZ7wrWQUdzEvHXxym/h1xGK7TbWd2gRziO/ChNLboictnrDvC5JKQqtOEzBzpBCbt+ct8I3SJgI6zJYn2i14fHi8APQceDwEx0D7O9o2EAQduVKYG40p6MWzlmVC6xDiXyKuyTPIwtoUci0yaTStbGoocEeDRkpvWCz0HsNs2v9DrJBJQP76zG7ii0Xhnm9/ysgxtezD7PsjEWvEYD0Z77/+w4ofX04iEdwHF7klng3aLuQHn/rpytm/XC+UcBbDIx8R8awkNsc+fuPbwaPStvRDdTXK1vU00yPA61EZTypbk03QGLByJvglM0kxfbl8YKJSOKmr4A5DQJJ658gLCWYIf1yl/BI8OhMI8h7p/AAgWT5DSS6Z9H+VERQ6xaa/CAvwaPNGDiJJfTwN+10NHSAiES7XZJe6bZeuLg5zRBXYKeAtAkvRGO9zqW7ZAcWxScAIq84+xNjdog4an2F28CXX37GcShaq1Dx6J5Bmq9AMcoImu0BUW78XYFxXGMk/xReGrYKjBvL3x1AY9c2CIDzwjay0B/rCM4J9BhsmwCfP4dkrV5Mp7tM7ngC9UGAqW3RgU0EZ3eoA+c7X6hN8HgUvDwe6M93wA2tUWtug+r0GedaysVUSuaCFMXj9QXFuGGbGfScBByD4lT2HagNLuGzotTWTwhNNoeAPzFMPxlMt1xkOAbMDTKDJVDYwjU3yjlxeTA4uwRmW3PEYruXQvBtko003dgSPAGlnMZyVcWex4bez5DjbSgNgEwCUeCCXEwo9RNgSLSgC7kEk1u/NlUXgl5L6sF29mKOoqSDXz4iQR+F4duWlO/o6APzPDH6SRbSeWDbdjweLwzmI6jXzsplrYMyjlnhAlSPzTUDZQCAR/FSCGaYL6+XMSdcH0wiNDbp3Lhi46utoaqjNrbjpuwnQILwIyFQeqDtFeI7xrlRhncygSQYWGHvT/RBYG90BsJaC6pvBKCKMPk+TiZYVTFmQbcOHwMT4W+GjQbOEp1xEC2W3WF9IDv4ECcPOZcq+vMJd8WcBErYZahcTMVSUfcdddvC24heObXuqxBAGYBjzpPAQ6AaEoAESsGuGq3cKeHFPMG6tdInwwYEbBE9gz6pRaAg2BEQEhg0RoKdWnQRtKhElVrQ0FbSuiQZSBqyLQP7ktJrBWqYO3pK2eIeZVc1F1ushwkLM3LuNW4TWgsetSFZI/08MUZHfbygVRreioOVOTjGqZAyQVavxrpQ0FqFBPhMDPlK7pFyyZD1qFMbLMq5rWJwL+EpGKCkkJUntbJIEawiZ8bJ9sO18t8acqEVpMkqy2TnGzOCi9MGhk2MOTCXN9dEPzp6+JSdPbutHfjy/oaf/vgT3t6f+PLly/KRWdpls9s+/X0dx7PHadKXZkwPX0OaVhNpcCDuBdukOx4vO9lzNslQjnlu0YJLoqAzwUpqDeNRN6DjXOCc/MZt4QznpuZu7MAVbDCJroCiTimjZbX+FgIHYLxvL0BRVpyDNVZ0w4SjIkBlrRjVIY1joe4jgv6J0bk2iVuwnwR+dtg0FFG8Pl75hcYOPyiXLGROY7fAYiHvCqYjGLAM1wCTZ8RhZPUAhn5OnPPA675DS0XZgYcqjvPAY9/wqBtGOXECwV6J+Vw0zMNBIDAr9cMwS+7ZcR8BjkvVKFTxfJgsTZxvTzz2R/iMADoZl9JHDqiRWJtRzknPocu829nSiYXUOfH+9gTApgXnoLE8nHNOakVKjTlNJUBkrg+tFJAfCWT8kZKdaZSAqyjjfAFKqzi1Yd92SHgPZPKcCbhqFJgVkCiI1K2gHLLmqjBwhtnEnIJ+vGFKBUyhLihelopt9vDySg+UPFtnIS1N1tPKuhbFaC/QaMqgtQHa4CLYteA8TwIXC1wqcB/o708msSiU62AsMORLAHZwi2IxWZk4gZfXV/g4Yh/m93/+4dPlmfN9Lk9/8shiP//B8fD3MRvyfXCyV1yCrXxLeFcrehCUynbq9BLEuk8f/F/uhwmAGnLcyDKEsfP99C6mzQ1A8vRnSonT7fUZdys77SYYnOzyP3vNF550+UDFl4Y7yALIVvOIwnmS9iL3c8/OzeuPCgQF/eBaLT5XN15VwCvYsdQHBIA6Ga0Y8ypcx/mwG2ZbRI7eB6RUlBbNZEZHdlWe8fxmmShywAbBLa0bDMyBx5w4e8f7+cQchvKoqNboQzl4X3v0iFQoWm1k+UQ8MMZAaeFHFx5HUkqwLKPg9fK4CACq7OwLNrTSuiMBvcWqlmSKSUjAJbrVSsRz99wn70u5APz8xYUjfsABvuUQyBrf9/esse++zue3wKM1/+Qq8Se7nywxjiwNFmsfI5pXfARMk/V8y/YXcLT8EHPw/s7jm8Gj6VH9DROdlfC4XDI2EahWqF40MQGWJwWTpYJNFI8fH5GYyTLjK6mruk3XxfaQ2NBC1583QRMYigrODM2UAjCZIU/hLe3WoZWtAiFMbhS4eQvEtwcSpRBYmu5ktakEejzHYunwXIMSi/B8iuqTp2lpNLmXNFPVuE4HjseAW4dXhcgjBhWAMVFEoG1DO9+gCDlJAGw5oFuajBqrL024yftct4l/nG/pnWgxQQVOjhmSMDcygBCIMsD/1sL29tUoRevhq9TI8EWtNLsORRhz7Lh1ym732B+F2nlVlN5h5ng8HI/HjpeXB7a9wWfHvlekft3mwDnYQlc3QDbg5Qfg5XVDrQ2AYoril7cDnz69IBNEbYqy86lMB9teP16ZJMf4nebYXh4IhTGfeyRbdd+ACLo0KI5ITwX3qPbLJV9yRR+kp5dCGjtmymFiXEm04fZcRFImE5KaqCKvjdMMbjRNpuWB3ipY7CoTEH3IKhELLE1uCXAAGrubG40lTfq1wVvQyM0gwcSBDfqzONlTksHgty4W38PhTgZSGPmdx4lzO9HbifHoUdWMzasO2CyYsy6ZiAwG/qJsja63QAiOVdVNmRuDcYVp/NxzIwMgnP2UQBaIMSlP35gxuC6xagSkUXVRg3h0v0K0XbeNgJjR5NpD0tpnpwdJpRcceTtkY6YsNP9eq0SgcGDMjqe+Q+WFFdOacmMJHfwIeVq0lUYG/BZFDMP7+zt6P5evUVVFP05su0bAUFG3xjbuWlAaq3lmE9ZjX2h1RVppwK2lhNRi0IdHKzs+3apWAKvzbF7g4eMxoB5mwrhtm2YYCewzmuPPwe+skh2tsKREyYpyB818g0Vi0xfjpSjZjwImhhaeUqIayaGzFbhGgWEK+rsBraDWHV4cEknPqg56jGHQZ8YB9MlkfshAmTO612msWWRSJptFhewtWbIyjUpAXXGKuhBwaAqdBLIYZVJTXAvWeiiiYURHkKLWBgsGkiODoJusBgWWrIy8LrBAJK6o4vDwi1GdcDsjWI84omh4z22oynEFAK8vn/E2fkLvz9i0fN2n7/EojTBAGrHm+X7+9BnH8x0//eGPOJ4nAEetG8rO9/V+wmuJZIudcCg/IFNplpoxM+XORkmYOILlAfR5RgCaYOjVKWcZwkdF36dFQsbvFxE0CEYAoUDIGXIJKMFWW15g0XH0PGFu2DcG9RKAtHlI8CU/n/tZrYVgKwQYLFG02lC1Yhr35FoaEx5o7IlAFQdedmgdqLuiCPeyEeBLkWBChkZ2JSYBbvTzxLs7m4nYhPeJ+TywlUrQtxQaghfDREiubgBljtOcr3NmdZg/LyI0Oe/smJbrnkfscD5PjOOk+XUGyiKLSdnCYgEWUtdIgmqY2ZowQLM5ICLYH6Rz2ynok6yspx2AA/sLpfj79og1kmtEKQX7TsN7P4BaLEB97nEzmYEn2TZmNAMvWnHWjWv9zcxgsXZLC0CGPx/BEIXTN2+KwMZAtwkxFia2BkyLtucoSE8PSnwKPeMwocZ9YS5fmBGS/ok5HTIUpTFBrVvYAkTMVZWJcwk7CvpWhRcTwA6nCNmWT0Bm7LFcaqSfKAaIVAgKzAqOA+j4jLdnh9sLNn/ipRq2bYfNgZ+fv+B/8b/6L/D/+bfHP8Ry8u/luCe4AFbx7M46SpbGaoogwaDJ9zKi5ty+gTEfwCC+5O89jysflFwp/sTrvzr/XG/z98IXORxj3t4Q62FKT6EC8VtS/SvQjGuq+FcefnKBXgjAxjPWF1mfv2LIBAfuYCiSvXhZP084iwuLORTgSOSsWXREqB7SR0xeGvTLGRh2AieRUKtiqkNloI+QWOECGQwTMhzQgeks5LlVlFu7vCxanmcyhyf2jQoeLQXVK3xGxzUApVbsWyNLPXLkaZSbGgwdBlPKrVE3PFXR2h74wEcA7uP4+HhYPodbjPdxnDjST48LYd5PvZ55xmC4xvz61wJ2Po63/L1AoK2wMQou5ckHaTg8rBOiyQsuwGiNkcQ8ECQUTsQ1167hGJ3D/fYEf3VrZP0nZ9BiD2bC/jsxpG/vtqYZ3H48u0UxC3SPD7esoMVtxoYaVVLhgmNBp/tA9/WcgPHamg8tOmLheuA52QFh9R3+odOCr8FwJRmmDg+DwLKCYqZZKy6Iz+bkZsAnQgMx8ollsX7MjttCJXEGvky73RmYlSJRzQudNRJZ5qAwjWof4v6BN9qEE2l/PFD2fS2dRUgTPnuHiKFIQ0GFDIHIO1k5IEAld0a/AT4o/8rmP4kspYdU3oYo5sFos4BS6GfYQMDoPKkYiNwErV6G2el7lAwhr0DdKJNp24ZaC7Z9J9AxJx77jtdPL9j3nQHf/4+8v+m1bUm2BKFh5u5z7X3OjYhXmQl9mjSQEIhGdWnwj/gF/AL+Ai3aCIkGLSQQDVQIJKQUUjUqVYWgSikyX9x79lprursZjWHmPtc+58a7QaYq40bO906cc/dea374dDc3GzZs2BgY5xNzdgIkWmD2DTHQ7NjUDpTQUJFSILWyCrco5DiIbns4wdrYGaNUdoUCy8qOr19QWoNHeYjl+Bellkcta4wWOszJvkq/2IgcYXZyi+NnVEoweXa2ZUSnN8bgWRaDAI5ely47D2XLdlklN4i6bopSEgxjOd02BqnPwzbquyyFzmnB1CivcSNQZIZaCtud2wRsshYYIVb8u0KO4nADJkVBKZzNIGDMiWe/ow7BbTS0qbCpcKssJ4pORukA5LbhHvXSeXpgzQdmvukMc/Fd3yU3g8yyMUsbWdkaOkGtLhug4piq0clPIDqhDagB2LsLZleU5vDhmMJSQ1eglYYZII+Io8ixhGDnHCEu/7YCld5H0JGfKLXAUVcAZD4hUqlVBAn9i0l9YhiOo0XQGGUjykyYmaEcN2odtYbaDtRGBpK2ilIPSNuAhmhBPZLxs7tiJGBpVy8zv3MdU3XglYm7GBUSAbVnlt6xS6DjfVIMOq6n1CZR1dCZw1rX+c7dnc0OECCTD8AUb7cWwv1RljYGgcFSUauitIJkGGa5kXvsN+HYItapeA1tgMYmCuaYdsIugV2p1EbSFIJ3X7R4BHglwQpiO1yN+74KNVLfSwWk0c+wX0XhFfwbDJgyaUR9oxqkz2xafR0jXU76GjML0WanNsvoc3W9y1JaC82WnmDveWIMBnTneeL5eOI8O6z3EMru0WL0/x/j8N/OUWtySGi33SfGMBScTExcSr2AEEV1x/PxQE+WSfhbbixv7GeH3KJ5QzihNka8Kw8WxcSYZ5S4xjuYkx1lCnWXuBeSabr0whCaVqCdIq2f6KkbO4ABgmKKGVTs3Dc1nPB0lrPNMTXY5u7AqGSxEJA3gqecJMsJYYlLhortMqIE8osIRjrwufdBgOkY5xNihq+14PG8R3kjgEaA7a114HliPCbOacDsKG54Pw4IgOfz5D6N/Qz9wbLJEolOAoJ4ceLzdoqScThC9N3cwzcKzSgDgfkxYg1wk0kGw2orneOe7AGkv02fg7on9DXnnGit4fZ2g8PxfJ6RIBjA84lSK9qxwVzuSaExEO9ES8FRb3i7vWOMgY+PD7h7MJxZRngEg86cAaMUDXdGqKcX/oJIi8oBZ5mjTbRCsHCqYsCiiQCAW4Fb6KgJNUg8xM4NgjIBB0F5N1BnqQqASQa3ROwwHd4Jgh6Fe8gwvOjZpd9P4BLBZDFkx0f44kvGWoi1QySPe2rscwnKJojiALrfYA7cu2K6oh9/xL/5NpbMwN/6cZ4n/o//+/8d/tP/6f9s+cqMhb4vXbtuuBnYvvqJlwD9+tMI3jNALiF8nOO9PrOCzQQMNrj9ej5w3mxP7fKL1w9m0m8nZ2jj3EAGoztwAYV+xLbK+Z7XTOmS6+9FKG2SzRI2+LCDLDbgQcTOAuiE2htEB4HMYE46nMng2thBbYzLs+2upXnxZBYueRTJqRpjmK/EAbK/Y5SVDDza4onp1O5kYxLKJqgCpUz6ElGeOjORKliC/TtuIovwTRuqFmq1jQ5Th7nAvcJghIsDOEnQJE+6f74ZjvudYq1DIKuIsGI16lRijfkC+zzncfphgT1EdzvESOWwWpxmzXOP+DqnqL++Wwh1N+fc72pXIQjYTIANFBI8svjMiy50TNbXefjKhltyQAGCi/tLJ7+AZfbsvICmdDsv6/mvMFO/vWxNlfXaNmPNCemokRFZATZk34CyO85iZ6y6PcXoRCPpeEQQ7dg0xkKVd/LyfLGPlBdaqO22E/GiV9vCvUgcHqye+K57CLgLssZCU0gvP48ElPhMZCDwPwVCwGIOvigHAaN0YCSRWiykmDWa+d/xrhK8anVNh0SdLRhUpTFjL1EukYYJc0b5lEBKhUExumHcHy/P4DHIifQuZ0su/0ZoFpWoAMjqPfAEwle5OqlFNQnmpEh2q8Bxi+5nubBiaFsDrNFBrq2g1IrjdkBqg5aKfnbcbi26nDWUqrAx8bgr/FSINVKjlwBcCCTWRkry0RiMlgobJwoE7fYGrZU6IqLRwluJNicTTJXZO7BEQ1WioYzDZM/T6WsGRKBEixFxHiR4p5LAKHDJUEoEobYswZjUwtKs+E5qXYw1go7oYYws6GNCggFLmoA1V1UlAo5cF0T71hIUXWvLo/Un12IalL3RirJ7TIK6YgFWxr3+7o7pQO/ooZsyBsuBxujoQzFGjf+mcLTNRmd+TpjKqhW3KA3K+D4i720LZDvxklmrvbfvjB3rwiBgeZa6ocaL1RKi1kLivRSF24APgRjLOKTUYMdVyPMJmRXoJYB13k8rBXZMzF4x+gmLAGXMgfPhKMV23b1QuDADVoeghfaHu6E1Bg3MFLHM1AOIEaHORomALLUI3EiVPo431FtjFrgG66hWlEZACTW6iomuEp4lEoloyypcS8vRxCV4EiVQDEDEQiA62tL7ZjikBol7OllZtlyWndoOa1w7S/SWExGbuQm0GDtHpc0XBh/TDH3prc0oTYu21h4l2bUiu3zCLv7fJTHjvh0IVbJvSi1sla6hNQBcEi9YN2rm2+FfLCDaF/4fy8pycFYKI/bRFJHPPUzDFvJjuvYrIQ1ynz/HKBJHy35dHDZzj1LZ6Gw3B2yybLRnZ7U5t0j2eeJ5njg7AaTHnZpc5+OB+TxJfR3zb7ZcLY9aqMOzumpBCChEEqHWxn2hd0yfUIQWo1E/JpnV6djJypoaq4qNTRjGnPCj4TgOtFuDWYfNExJjD3PYjBb0UuBIFm2KGE/OE4802NobsvsmLgLNUQ4lsVfF7CpRosWg8fsA0yPTWmKeeRqNBGkUMMkmFDPADZbraZSI5kk3Idw3cySThDZR4ThqwfmYmOOJAQOmsGxWHbcqGOeT5dpwSG2wInicHf18rvnp0zD6iV9+/gCMTHBRCR0fvQQNvHZVso7dCYANM2q3ZanYRYDXx1ylbCspWgjCXf1ov4yfGwANW5Zvwx2PBwGi4+0WvlbD+XxipLg3ALP6csLsCMSf0UdJkW84Qj9SlvYWVnKX9p5AJe0BWRETM3RptCj6GDFXWHZZC7UmSy2YnQm46ZM+mTGpwPbkhtSF5Bpg4wq30LZzgpwA5352dcJw2OAe23Ku5npJn2aF/nIB7Xleh68yWspeXCZwKSGJgVWSnL9KVrgIA+LpoQ0qhWzN35Hv5Gb4r/9f/xUWU3RtpHgBkNbnc58MXyj/W+SiFQTswBwXogDw6TrLuVo/B3599BJQzXf4wxrdT5/3eJZ1U/m76+8TYAA77u6HzL8kSlbjXmWzVBKOyDniZdunaXapHMjwVfYa04xHWPFiAoI3E4DYjlsyCPCtY2QxfwMKYxwA5fS7YBoLHFu2JfxYVRRwjrtZVNUw4UhQg6XzUgS1DkDqfo8xFmYGP/uKPNUdBYpDGlr6BUY74c5GQTM1WC+gy3ohiSvgsgdej3wn+Jx2x/p84o8JyORrlzVxLnN0AwY/PPYb33M6HbcXFlSc2xZD43KN/H3EbxdUBwsSWmvplVzD4qpP14rPF6EenFzwBffYx9OHwOu97hUne97nfP8Nx1/HPBodExIlPARTSpXLy+ANpMgnEfkt6LqdTVliTqszWhgcTZ2FYBpFpAy4LCONZIr45eFjUZg5oFn5nJYMDDQuL4y/vRhDYbZIlB1CcmFCsowjnzGviO+eTTQ2ZBGgRAbfbWV1gNisk84QAictNmuEw2GB8rIem/W51jvrPNOQRfaklAJI472MifntFzqKYsvByHGKvZ8Zl70SFkvF4ufdCSLl+lVWMax3XBQhcMYSt7c34HYwI+iUJ2KtOuK7R13MKxGFtobb2xeUdqDdWO7Sop1pPRq8TvQQpU1NEADBGovxrw3aGurtHfW4AaJka0hBe3sjm8CYFdVK9s3sHdlCuhXFcxqKGErluyQNOrSVQsQtxzvZRPnHPRZcDF4JmjY1r+bSsElaNNny4RTHRuzZFnutHM6NdEZZsmBrfa3lE2tbU8wufkG22BVNZsAocV5cjLBc/s9z/kq07DWEphdLW9SV3U/+tuO07w9zoA8K8J4bQOrjidZ1d3aqA7UwgGXQUGFaghGhoYsm7ECxNrncIzJolmVucpwdsR7WHHJqbckO0qo61ApcyspuAo4iFWaFIv0CiBnUHVqPAEALa8xrQakJLJGpYnPAWkU5CSDN0SFdCSQFe2GG5o8Ky+fm2sAZEE0DjlsER05h/2xkAOVmfLw1ArkAaPcJrPj0YBkd0IPgUbIDS20Ey2uNLjkCCPWYAGFmzem4MFia21TF/FcVeKH2TpZVSjj1HsAYl4IuQCoDJTpW8d5K+p3RuGCBfBqAVb2AYjtxAQBqDriG9hH1Bp7nybE3rnm4h2j3NfmB9Q/qEzmZlal9s+aUL4BoBrtGVRfzyEEGD5S6TFrK2k+QwMAeieWkChIgymmZSZMA4oL9lYV0M+1LvKdki9HpDOZCbBS8pi5ffgVuwEqIsLuaBaDJstF+UuuI63OEcO+52EfneeLbxweeHx+YjydwPqP2egftf6sHM7mOMSx8BcWcZPxpoVh7RQQug00KBLbsRYIOacst5pFHIm8Gw62PQVbFm+BojTb83JoX6oYtEeKAT/jkvLdJdis52L72i9y/ro4nACyavRmYTOHP2HnxQLZjsHVO3rSBYv8qAouULQXFL4y5a0ASoLa5ocT6SE0HaohF5ntMSGiIpDAsWVCc2+bMds9Ov7Ad0QHy+YSVAUFBaQ3djd3Ppu3gak70xxPP+5MlGTPKgEXJKhOJMWbpR4JHYwwsYXjba7tWrtVSKkHUKI/lXBFICcFlxBoKtlaCUXNOiAk14KJMxZ2MkWmGt1pxu90oRq3KJggjSkMWUESLYBMYM/b2SJq4sJMemZM1nsEXaOMXGynBOmWiI/z59F2MAtxJWl4JZPEoaQuWiUe3RQfqGCsOyBbb2eijFCVrPqjwIrynMTpFuAHIYJMIyecNBtMljQoHVolOgnm0U4IBYA7DcK6/con31Nuy3eEBLpZCCT05c2GSN78DwC9smt/d4Z8Ao0vMgGVLwnfMGA4JpO14K0G7xcxY03DPx6u20AqOL77WX7jF5X/snWDHdD/aH9J+5Nz07wCAcLI97j1Pt/beHXzzMopkNvPcHolh6qKZpEQE7dwGeT7fN09KhmaJeMFWOVr6lVkyPM1WMiHBowz0zHiFejk59+J4D5dwhpqWhd3HhN0kDRGLBstJhPdUBgFxlT0KS8fJdgkoJLtcCgrKBTzZN0SblDYwdffyrAEMvuw5chnzbFWQzxDVF/kpoaRD4gJSNht6+TPhl5f0E/GD6XKZ8yv8z2u+gKF5X1jXz5Li7wyA739c4Mrrj9f45F5o02Mt7g/kaAhCjy/ecdwVTD/pQK13fxnT74AkfH+/v3L8ZvAIsh8mmQ8MajQEwlLd26A+A2H1XY6F6yK178/v6YzyKahVGkOaL6RQU4kd1WQNFrNnYcynXbLGm8WUoEGcfgXncIvNag8oEILYwhIxZih26Y9Kih8CkF3yAFh0cAgdj6D211KoSm/GEoscUmGmvAjve0agBKFuD0AnhXIJsRCSPiQEUGptkWlip4rzzz9z0c8JK3Nlz3w6ygAeT+CtRvWHMCjqA3hOTgah/4ge+omiYFkDS+zJ2ApG0e2d7KO3d8VbK+HMklpcJPx7w3JJzRMLLCw7OxhI1lIgRUlj1Mosz2GoYOlMCjSN2dEq6eDQAqkHynGD3t4i2FFordCDukoaztKi54dxTQBS3CFatthjDO/0iYkO1YrtQfhF56ZAUJZDpWG8EGtgRicYomiX+S7Rbtw5V7LUca8HD1ApNoQ0EhJaWbFx5YbG8kpJ6ZUI4MgEyQjObCBFfOMjgNgGouJndOgigxxML0fYGcOipv6uDgvh7z4wz4Gzd/TRMXpHPytZDr0zG14q2ugYs2PagQbqWIjM2GPzfyUAur1ZAfqyaSyPJJwvllnRNFs5ADFobCxFAUHjZu3XzYSgsxQy7BC6ZufjAZQTWg+IOlQnBIbmoG0qB3DeMSfrSbVUuAPPZyfrB4CMGWKK0cFC2PK7hF61m6OKQFuLwKRzn1UJ4VRBq4qvf/gKEcMY3PwpVltwqKK9f0E9DnYxDAZSbbHej7bKdZJ1k8PGdrQx/yP7jygfXghqgGcFIDsL4eQpHZXUc8mNdiI6tDlBnFkFXajvoalB57kv0CZeW4YD3ItEsmebr8AR4Lj3TnHk3gfLPuHR9Y7gkU1DB4VnmZncZdNQArRZvgJjWdr9fg+bMsmuRJRPB9Ns9InpLH9qImi3I/anhswo0psXUPyaf4zoNZ0qgLZQdSduBavEeqTQvoDlvan7tkoHgxUaxbtAwp88UTK+srmFh0gmO6xN9POMP311+DrPjueT4NHz8cTjfse3nz8wf/kW9dLn1jt6db3/9g6nkLrNrZEHYQlocUMrFbVU4HA4uO84HOLsfMm9l6rBtdLJLUUBC32t6AS6LjedJckIfSnb3WQpvs71Pafh2Z+8l/MEIKjVtsEX48XFYvPn+SWCm+ULGq+j4bO8vRdMN/ToDJgMuhSoTe3HBSzOiXlOoHl0tDKk9kM80cq+itPxFQgMFjqXI6SeFXBqcMw+4QHIihA4Hn0APtk98FZXK3uWTSJKKkOrLDo2OQAf/PdPN4qSZtMVJroOtIMldc/Z4d8ey1dVVTRVzukQyBdI6B/Rj+X6DTHZSDDWSq1CE8COshw1j/1oWkd6D/lCaLtLMJ/j2rVi1ooRQvylKBtzALG383zoPREVgkdukbQcKFo4t2KMVhlH2ofQvivF45lCyyxYOAJ+rgjHXN0x+gmfFE2vrUFsKY2wOUMFS8ajzFYKRXKrKkQmNJNYQhZDnyfO/uC6sIbmb5hz0g5LBRCtvS96bNlpVcDEYq0FczLgZ4k7GWbXwF6BYNhGWY85oBa7P/fLCY95IxtZ0L9x+/RPHQmWJBCE2FZE9v4VIAscL+sWsc3sU13mLLDGKEuGdnSeQJNfotofBLS+z7r0W/IXC/FZF/n0VSb5iyTT3mAzSy59+XcWCbaV8L0CqAs0i1h0Ixswia6aCK9RJUAezjP/wePkORVAdkhmsie8TBVkCXqfA31OdkW2DYp4xHSJKrcZz2pySR7QX9VaEO17gtVHBt5Q+qur1Nwm49wCDFcUY4OqTD6liL8GW58umlzeb4DHIZy/i2Vpm21OnP0EtAFauNbdUGsNqYW6fe5g3Gr4LIzfQ4s52YWXeE4uS1EumnceMRuJHSEHMX8Q42ScBURi89N6/gvJq8XSvvgom03E77JSZH+EjMeEfzzdwZUUSXu/qr3ieyoaTXpsSc3oBRTLZwEuLKS4R4919CtY668evxk8smkvDmZe0I0lAyYbuTMoS10kumTskWPA7HSqefNA2gmYsQtYPBvbisoe3BabkbJfXwo8mrOF4TxttWrUpNlnxoM525U5ldgAtVxr0KmHZCH8lgHV1iqKNxCopkiJ8h+iwfBAWpyTXUHao9bIKMEWfRaOEEYs6Ce7NMzJQJVdvsoas/M8MTu7hqhWiDp8gO24D4IvWhzzdsPxfiOS21mu4pHltTExZOJgUiVEYbGAtkYfA3OAWfGY84VYDp4P4PEL8PYF+PrOvz0CPQqbNtjsUCFS3VpDKSfcgOEcvaU1VXRpFGgpwSKgYRy5OG7UanEHbHQiqqOivR+Q3rmsjoP6RsctjDdp8yYEVIizye56pxEdK4OeemjU+TbeT1Dx5zA4BnR0wARaKkwjUxHgWWkFNhz9pKDkVIpXR44fDtK1zWcYMWfLawmdobRTCU6FYTcPxyaAidXJwSe74kS8JCqYI4JsGxBktic6TJWCfn6EQbWl+5XGRLGpsg7W8ZdSYvoaxEPvKcQu7fcIHsFY2nJ2zGAyPJ8nHs8nSpRMjnFizBr6NBOzD/T6RI3yHxsTXRWtFRxNUUIbKrUwRDyy3jU2u4nF8ogSNisSzBI6Ej47Rjir3PAJnpZ8t5zNeDw/UJXzj6xsYxnruGG6wHvnd2ulPLaGeDEI2lutZIsOBuEQUPBTD2jNdxpWbRRIiTK9KI9tt4o5HT3q7yXaYZdCgeg//PErxhh4Ph58nqK43W54e7vB6x+gteAWIFKpJXSdKo2LEIhOgMcGO0mm3Vy5BAeKKZiUkEv3ku0MIbriVRWWsUaw6yHmKIMb8WwFFgzHZEHm3rJ2qdiQaqsvm6mDrb65+U8cpaEE0m4hOt9+ang+H5iDosFZdsbAdWAOBGgUIBypBej3D/z0p3/ArR4UoOxjgS7PPoBHx3EraAfHXluDSAmhXZY8am0U+Ydg9F0OFHRdOrQQHI3P774dGXPHSKxAAzhLzZWkkUrue8lKAoEjBBC/XDSsaycrws1WEiP1x/p5oveBx+PE4/HE4/mkrszjifu3B7798oH7xwc+vn3Dn//8DeN+J3A0s1TtdxKUmePj445a+e58TsznE0WZoLI5UVpDi64x935fwZT5DOxGoTVHnd1VxoiuK0bGkopAprMUygVStlM63KIb22bPZanz/Zc7+kn/6ThYOjp6x3l/YMyJt/d3nE928qq1oh4VcAlNIB4EERlEHO0NwwbGJBMGqqiloBUG5jMSdjbm7iA5JgrIQHK/Ot0A4FCE9odGh8JIFBYJUKumjonBfcBs4PGkZh+XAIGZBIjdDB3sfOlmOHsAWOD4tBDvNwem9PWcJcDmFAnOZGK+ZznaS0deVcVRKoaBbaf5JWhRzBHfi0Ais9crKHcHlGzUaRYddjjniyoBLmX3o/p2w9uXd6AqzCbuH53gbIjq397f8P7+hufjGUEItbfcQUZcH3DvTI5JSkZwvsoIMH/6mje1VvQwjnNSsBqFTFIYQRSbg74qGLyyZJV6gzYtfCP6irUomeZa8P52Q60HAAI6AmpliijkPAmt+kQRCplbH+h3zl8hTZ9zeJCxLoUNDUrowgEIrb8sr2nQKMEZaadskoUBRzYzkVMwWkFLkML0JVAt8bfAVywUP/hdHmb+kuheiyfB49Bw0kuSJdnrcERinp/PzyS4scoBPW3HdZAScYh1HkDcKysIKwDf3PnrrfqKES83B+ppJTsRCxjbEKHvZ9h3Ag2B9Z1h+vVDkHu8UuTeQRaQKMFGB0x8SaDkl/zy7/QUF9PXBWrBEK4CnxGPhm+fz1+zQsPSZowlCchQiLFBEjoyJsgO4fQFCgoKZqnrMxa6ve/v72jBagQEM7olruEVwMBYJMeXKgIVc5KFWLViOkX03xsAmzgfd5QxcD6ekI8bjvcv+PrHP+F4375Lvp+Xcsa4aMb4lu9N8tl823xEwwbYliIJfCDJMKVVNqq4vuuXOcT/zHn3HZCE/NoGzn+kdZUf3KwfWftALo3rRSXmv9mMZ9bonJs2KkCzeI78+VpD6x5izEpZ2jQJ7LlfG7b8tljvN4NH5xyRActsIn8+jar73WYIGbLkgos+WhS/IG8AwAzQGqlEouNlJz22xAJMQTKZQBl7ViZqlpO1VomKMIlNGNsQCANwD0qyhfZLqRT/YhaLoAIHOWm1UQoHX4DLaR0f377h7XYsw7iBpcjAumdyl6Un0IVCemYLw0l0A0EzaJRkcEHAHbMbyxowiDwXjQzIzuqdw3D/+R/x+PM/bvpAdPaB0OmY0yiGKmQVzavmGoJNVHOcABQaHFWesoZm5e3GzmmqwJyOLwfQP048cV6AFb7jL+9vbDFfC7Q2tLcb3r684f3LF7SDtfkGCYYEEathZHTVciA6OMLGQcfFJtqhqMvJIStD2wHRCscTUiPr7uwetjKJSIq3LQdNjzdQ/4TtWqc7vJ84B0vLjL2/QdFiYoOZlWjHDagEa2ZncF1VUEoDwCyGaYWZhKguxa9Lgp9AvJdOxxub3YarcQQZcqkXwpWiO6g1p55V0voT8BQ6uibBLnHbWU5n1zcVgdYAepVZap8d3qPluHk41wP/q//tv9y099/N4YB14Jef0fuJfv/Ax8cH7vc73r+8o5//DOd54g9/OjHmiT6fmH3gS2QfW61oraFFsF6E5jI3jgSiEwQaMZeXKB5nHdQMboJkwzhFIXYpp4a4IgCEbRUAtTS4T8yATAgyCcoxWQwiBSLskOXSoGCWGwVUqZIBlAqtFe9fO+CO/jyhkVEeY8CdYOmUgaIgcDFnCMIqSlKkaw0whALOtTYc7zf4g8AT25EXvL0f+PLTV0z9A0QFty9f0Y7ovlPIGnUBhjnKdIhuweN0UnSVXlWUVd4C9P6Az5NsIwsxfQtaNaipUVXTLw2BbItsTFKLCdzUVnfJwhr3WEMVOG5t7Xe5BuEegAmDDPHULVMcIjDrEL3B/QgaNtldFroxpdRgkuZaF8w50N6j45HLmhua8wzUX4IW2rpSUW9vbEVNmRpoKWjHDcftHbVUPE/EfNoOt4N6L5kIkeWlRMZdo8Q3nie1i5BnEQBBP89ulfnfybpc44toIW8BGJnBZpaFTvTR8XycOEfH4/HA/X7H437H/X7H8/nE/XHHx8c33L994OPjjvvHB9CfwMoMXpy7v3GTNGyiRrnTHGxRent7Qz87jkKGSFHFOb/hOf4xEguTGdjaWH5U2BRCpeL97Yb748kyv/PEyIRT4fsY00OkfUJraEqcE7MdqIrljAf/Lcp06Rj0/kSJYO/snT7KPZ1T8Fr9RCktrkc2FEsm2TUSrtBW8eXLO57PE/AIaoqiA7B5Mkk45mLkzDkxVVA0ubipN5NZLPpuZmTzmlEGpFS2pitC9jaUbG+0in4+0WO+1FJQbgcZIlVXuVgFS/xEFI85MPqkL4nMlIcdFya8arB7mgZj0X2Vo8wExkaUZZqx69nJOY8IIPsYaN1Qj4bz/Iazn/QJGllhFj5LqxWohaVpiPOndlEh61KloIqg1YL788TzMXDEflWDUQPsTjzH7WBZfmiNTeuwkaUQFQCZVXNOeLAD+5NdPN/fbvjDTz/h6x9+wodEKYoqPAQwRSXeC5//9k7hbjN2PO5ugA3YsJ1FB/3so7zB7Q4xX+z2Le0gCyiTWaKHo6JUxfCB57Oj947W6tKTcXAcOd25h60GOUr2wmKHzwkbHOfeO4POtX9n8Emwq8zN5oNYCOZGRBnJnVck4Pd7ZIL7BzmBKAeM3+mPAKAMdgO8bcFMCQAlIZ88rtp5159JzNvs7IZ8JyjfJSsySL4G9PLdve9YlLhDxAH5vP/UmPyFDUckC78T1ODfCUzI0kmNgZPvv5+FWB5ly6s83xWmhbJ08XmWCDcGJZHYPVqj8PuMcre5dm9eswr8oG8w+sRUghEq3J98OmTSftf2B9zebxj3O8bzCTfH7WZskiAzNDojIaGCUihz8Hg88Hg+F4vaIFEG3AErQDFoNGsoJeyeshRmGoHsUZjIJcu24CIT9QKWlPBDRKOyKMf483tzSolgZMIy/Z9kUsq2rdMX8MJZ6a+ITmAVAQ38YJJ9eqeJNgGsQvDvP5PnT8DpxY7FP9KG5/MQ1CZJZk5Wl9TWWCkEwFyBabuDfXzHwnciAMmTv5YU+isw8BeO3wwezfMXtLd3Mh2GYbiitgOZuUTemDhK2Y5rvuyVYcnzTTKBEIJ7S4wT8WICFEJoy7gDswMdznIkTcHG0LMAM8/75aTxCqOi+/pkpQTVVm7Inop+aU9G0CfYUQCRSQhUHe14Q1HFz3/+MyDA7Xbgvd24QYnglAgbbTKbMSZKBWpkqqcBYzIwL0qjIdH9h4GKJLMbruy4xkwJIJWlKBZirBNsJOLhgLgkrY2Leg5dtdhic7HQ881zwiIomsScpgE1XkSSdVoD/vAn4O19A0wJKEH3RFIVlKootWGIon79gtm+oNxuaG9vaF+/oHz5gnJ7B6SgzolaFNCKYQZ/GuYkNV9rBCtlhjMHGiGhFgwkjQev3t6+RKkPGXJJoSxaABt4+gOwqEMN6jinIFkIVfhQs7G8rByVY641xGRjPnK6gxJzZKFN60SDw9FgloPGoRRSMfnz2Hwt2EeyO7dJsJtcspZ2O1oEGwWru1QYPQrdEchbICccE+PCmA59nWR8pKaugN1OAmlmiWCu5zB+yg4Mvz/gKI8wjIHQ2tnxfDygInh+feA4b+g9OrGNwbK1Se2jLHktXmAWnVsmdX2KM6u0TPDydcnoWoGHAVMV6pnZATPGNy6eHFXPTEYYcgPgpbDE0VPBPs4D4KZCfQbrmMNhMmAS2e85gFkgc0Jswq3Df6Jzex5PqFDX7Tw7O+bIhEMx/STzxHj/Wilw3243CMrSqmCnGoKkx9sBrUpdkqK4HQ21KWq7QUrF+5cvuN1uu0RNDONaahPOVG1va9xgpN+yRXmH2HPZ8ut7FQGDFze0dqxuemsfUUCjbTOc68qm4UTnM9wqGZ7ukcXbWdS6OjNmsBEhVjDSpkbpzSQLlNJkJUqLDGbC77jjVhS+HG7qY2isK5mKt69f4bNEWcoGbyQAgdoaSmWHybf3dyA6rKUYvmgJoWKBQYGmXL/pbITDRMdnl+lCgigbQsm4fC7FjNXL/mywtTabt8R+rXSMEqAHwv6ynHGOiT4m+hgYfeB5f1L8enTcH3fc7w887w/cHxTF/vj4wMe3O4GjAJTweAL9jM0qnbC/fZvkZjhqwzlPmDuqUhy+1YJxMlEiERwVYSkQwEB8JRKELOUiWDpYZJ3UaGNcIjvObp63m0OULK/dXWjAvcAj2TfNcP+4Y46OWgkKFy2wySTDDH20IRrdXVO/BwAE7XhH0dAyK8qk2tmhQm02c0NR6jt93O/UyYSgHgRTrA/ALJjIEfwpO0qmSHhmj0kDEgADE0KddIsSIXdMr1CJcrCYrmR6Cfp5QtQJpoRf8DzvGM8OtIIaZfNt0DbMMTA6QVQPdlCrFbiRsacOZAlUghQZFJrRx/JJPZIxCN7N4OLTj3WMOeAnWEI9BjxYMTI2m0tFgB7ruDvw6JjPE61VfP36hoYGn2Tb350A7OmO42g4bgdaq2RODbIYCbCkw8b1kwLUXMNC3xIKt0kQDmAmHrsrYAmWKwmATIQutmiOw8VOs2SzQ4xBp/iEipGwKAeKHvG+3lFvN6g2JkmC+VQakx92snzFfBKkHLS3X24HNPZHQdrVKL8ZHVobsiOlO7sYMsCeOJ8nrCjmrLTxfazkYlWFhvZRBnZVknEZ4ICBwGuNZECAJQD3k3iR/17syH/rx4UJseLfBD+CMsykaGq+sjRSsdm8iD3g8XzgdtwWWPMdS1UymI+LrN/voJbb0zWRcfl4/Gyx6kUWePIjUGslXrF1wH6EAezypx1QZyy6Pp/3niQF3sDyQbiX5t6bA8M9OcvX0lfJ0mC7+N7uCg+miElKpzA+KrcbsnW2wyFVUYwsZ+hAORwdJ+ykHfHnCXRFOQ6IFlRwzyiqmKXABjUVZ6fPWRpQIZiVjWQEiukp0h1AaeFzVS/LDwRAuxc6cNNt2fSiFARnx8IAkGoFaosmJGFnhEn3WugnIfcD9/A19nsnWBb+S8RoHL9LoAMwCRsAItk+WOdKaQ9LiY/w51UTEvT98n9twvzK/Fm4U75s8N0vhuLlcdjR9FKWlvMNituNDX4854cwFk2daFY9XM4p13mboNiFqZSxxkWv7reAqHn8ds2jUtD7RLeUG3CYdwoE1p2B1aDaurzeTG6cK1iKiWCeZGwg4OC9ICNLmno/czqAAeWI8UTp8IKIaoJ7LCWU5TibDGxx0A1SJXLq6Z/EfWQwmDcs61q6jODt/Q0q2RGnQuHQUnGIss28eNCfnWUfEqLcdTv2Fo9SCjewFF/MJKtIUJRLOOrZmt59O4bqbIH9doN3ZoK8sFZde4AlcAw/ARhuLSbnxcpbXAsimD5xnmGIs29pA97fgeONQMIIxyrkLyLw02UMamtkRbUb2u0Nx9sbbm/vON7fUI43SDkAUUwQVSflWFDrEeUhwOm2ajfbjeP8fHyDVpa+kFnAm6hRd+cxDwXg8wsoQGmCOgdsZmApi6ZtRsYclIF/q43gEZW0txgtBDYlruNAlIqpKsvPhCDPDJ2hme2PhQKeC1F20rgt9KvMDUUqQQqdCx0mkMjPZMcTj9JHvnoNcb0AXgM89QTOwHIaOgIBoiKdgotRiXFIgT4ynC5GZMfUv78ja5/MgDngYzDIUcXz8cTteEYJzYFaCgPcMTCHQXV3s3BwHUui/tgdsi6eFVl2P9hYrrXFgODacnRl8bB/LwAzui7bn3IJEIrK9qYGmW/8/WAJUamNKPucdCxsALNzTdhEqY0lVX1CpGKUDtUOd2HZaREAtOP1aGhHw9FuofFT1qzhXDK0o4UjweCvRCmF3N5QSkV9+wIcBztRxvxTZScO5GbtwehJW67hWEGijNKB84OAFgtcAKQDk8CarJIMQLZ+j28Q99ohJzASrh/ZgPA1U3etnV8+w/IEALhu+1doD7ZImACuqEL9j957ZPu5HgvYmanVA/V4g02hI6PBMBAmZ2owCY63d3aRDNqnaF1BrARbiXRmZSDteJm7OQcpuH11ai7lf7nqt2fM9wJcWBg5Bvm/MX6WAamznbsTaB2d+iN9bjHs58ny0bOfOB/UO+rnQD8H7h93fHz7wLdv33D/uOM8T64JjbVhE/iB0/W3ejg6tBzQShaxTUE56CCLP9D7XJp1pRZ4d7hyY1t6BgEsqQiejydG73ALsWJJurBgjhCXF66xTBT5FYgJo+UBLKWQcQpzMxEyAdhibAiXJBQ1QISK1o613/aTc1ZD9H9OAiRmCJ0PMl0TTEoQVYLO6zYgyoSamENKiRKD+O5kiVOtgKOEUDZYthslWEUcWkMrowimUvvvdANgy7eBE9jpNqEGVPB5anU8cWKOGULHAg9tHC2Kt9uNvkWKul5sA5CBQgSi2L6jh8+YmoKv+qD8NMtGJ9AlxGPDJpaygksylkNnjJsRf5Fli91R3TE/Oro8gTegtrqbsXx8LCApWUxzhgA3oxVUZZmXeCW3QwTnyTKOZO6UJeidQBdBygTnM3G52Yi+9gctvAa3Y4GbAh7sKE1Jhhp/U9eOgtMF2gAfZMRmN0KY01drBnjhOisBqGpFOd6i826DQxcTxoJVXUpZzLvjaHh/f0Mfg7bpfKI47V42u0lgagVdEd+IhX1yhAaZreSIJNj9Ozv+s//T/wH/g//Jf4r3r18jTmLy1tZ8BwKxYQyjFCe3VVj+GutR75W6pBmwfw6ud5naRRpZcvj8stYuX4vFdgWJ/HIu/7RJvBAZEjzIpfsCYr18aQXe+6H2fUekebmh3GIvYBFkfWVvt/mU/JxoxFRRISIQeDZYAeiflxtLk40abmT3dsAHRHKd8W+bA7MKnj8/IE5KipYCsa0LmWOnonArAIJ9Nw1VBEUrpAomBsZITboEjgqTqFrJjBH6yKUqZnT47WMAnfbhOCqOxvLW1pJ9RABfa2OFjlaUFsnGuK8E6skY4n+nvALLRQM8u4AzK7jPOSSXcQdeZkWWwnl8NvI3Idp/Wb7uy+7meoALP2d7fi53fXNR9gXTf3Jfz4WI5S8fWVIA1AUcoYdKm+nBLDHsOP6ldG0/WWAwl/92fzFHL/pL8NeB+SeO3wweuUt06aFTn3QscYFa0KALHVpPYMKxEL3VPQcerZ/HciBSBIsBEwetlIatp34xDObRAk9yha2gIB1YDhMoiByGavYe4AaBimTmsP18amlILFTFtABEPhsqZMtFxXuAR5qOzmQpmgZizHY++WItKMlR/6sCmC5DFmgZUosfKRae/xsaQUvDolyFZh3aGmAzujMF6urOzHxOQneInailLAr2ujcw8NNScH8yO+O2y9akArebotYS2lC8L41nKSVEbCNDxVIwQT9uFM49DtQjBL4LnVCKVRPtTvqhSiVi3QeBRRXURr0PaIVKW7XrYrlxMwtLpwLbR0Yu/CjBCTFKAUu2eoABFoK12WlIQ5k/ZY6BHcwS24wyRIQwZFFm/OEsOXA6ZSMFNsUhQ/D2dgO3Ed4bGXDJOmLGi871FkDlO/Trf647WhFv6KikTsMS9QvkeTmjGiVIZuEYz1VekxvgmnHhDNsK0n/Hh4OI9xjw88R4NpzK0oyzn9Te6AO9DMweHddsYk7BnAqzAveyDfHyPPLkPDZAEW/4EvzZJfBOWjIQzkxmreRytnBc4RpAS8Qsnu3Yo4OSvUGE3X20d9TaWNo1B2AdMgt8cq7CByRYZFMHVArZRYWZXh8n1DRYNIJ2ELh4//LO8o6o/fcorZhuOL7+aW0+iBp4EYXGupd2wEuJ59/ZtwSPRMIuKsOC3FxFBeqCqQp3lkHTrno4EPxz7dLBeZ9BsAd9Kxo8ZLCmilJvC/RNfTCAIHKuFQtaMBB1/3MCAliwbXbZRQncJmjTcDp1KjCPAMgnbQ5AnQCAZYuloLQb2tsX+FSUOsNukAlWj4bjuBFAentHPRgIQbOcJ2rqRSgQLNGtdCmfA1d9IMF2/vnf275JZoxzIiY0dNGrSOd6l4LHteMSZr6zgLk0cq2kCPq6AV/Bq9uM/XEGBZv/PefA6Cesd6xsTmpp/E7iMVHDtAGjbDv1dgxkMvrAtEENBnWgHChS4X3A+wOZ5lKRpVF3Pp4EarRS/yw0HkePEm1g5+BC1wgBetAspaMcpZSLGRHrFxzmxZ5EMHOL7tJTAeBCVrU5eicQ0doBgGuI2jbxuiT/XNaqRVefoNxnZlolccKdIbXwD93PAAEcBkFpt/DzDDZPTM/EHg2p6vZvZrIQbAMa05V+j8j67DRDiSxi+qyqghri2piZnY73GwOuohALJmAy4mM0CTCnn8hza6Evyu68tCd9DGBQr8dsotZgHwrBmxpMbK4TrGCN92VQOObZ0esW2i4xJ3T5gLY6fZKNHozj6Zha0AoTBi2+f68VY47wzWQlSzmG7P5HcMCjylDYtESUvsPFVtSiqCCixlJWsHwig0Mp3JMkSuKEXS/HJEON+F8k8YLZdnt7g0qBDQHFsXWxxLWUVVJJhprTXxey+VUlSDRkbLUiBDnX3s6SHjIf/GWDTvYSy12cnnuMw4zyXD737zPz9v/+L/8V/vv/w/8xgC/0LzPWCv8yZT1SZHn5RWFjgBiu2PPnnGQlZZnbxduUy/8mK+TqB70cV3RngS+4nGHvzQQUPn0/YwPPdWfregHh7FhvZ4xWnLYC7U/X/iHqdNlPRcAEWsbFCVAgmUuAUmiLvkEkliWS2lIAr0L5A+nALAG6s4umGgAf8T5ocN1pu+focFd2ftUSt7rgEl4nfMsVO5ivd5clde62bDky4aCFvzMye9oYKJVxTBklzJBhTsHtdhA8ik67GSfWWqCtMgGm7M6bTEEK2xteYBHfALCrfTdF9ib4+rOraD7kMhmQrmK+73jmTye+gksJhiLGaHdCu1w/pGdwCZ8+A5qXMH9jAanJFV9nUBdSKJeFscGySGgHwLSn4iV5mC5ZgEfpw34Gjv4at+q3l61NOtOZ6WQOGC/1eWkE9rKKBbeC1EBGK7tAlZLU/NQ1CjYICAbQhm8wJXOd1LS5LPK4al5P1kDk4NERFdPYSNMBVmZJ4Pt9676Ghn7GsgHxTHNSCb4GjR9wzCh7MadY22IZocT1s2b/IjSZukZpbBGldFn7mg71BXQyIIRSscq6HADTcg0ll1oJkEJzU5tLPb/WhhZdP9K5d0TXMFXcbk/MyXhblSVrpQHtqKQOm2MIS8kW06AECydLW6J1fTsOjlWpHA+NUqBCloSIMVMd7yM35RSNJjJ9oL694ekN2n5CIrUSNHHAAI3vua/gQwBANai1IdgdNaACYcZtvdlEZHPDEeoDIDZMASAlsiwemjIBKIWA8oxs7jZQnHsetFL3YwEIqkqdkQBCPQ3FZQXnevI0JmtlSQCwe5OGCMSAzPLlnwz2zUitcwR4ZCGkni1EszsKgN19znfg/Hs9aH05HKMDZ4G1hl4KzpN6CefJ1uCl0FGeM9hj3QJg3oy6xebwbW0SBH+t3b+4ROnA6wV8ugRqadkWMBjBn6daOnTTmsWilIjnard3lHJDHSdGjSBbQfHAyTXlQnAUKAtUnmUw4z4JmNXWoYMZ02TEaX0n46HeoO2IQDWZCorpE/r1n2/AMuachKOPt3d2wYjxyQCRGZIZQM+lhCsf39Opkg2yC+m5tGXbKzBHiHf6xaEJHQBJAfB0NgxSBLfaUCLDXZTdKkUEHq3jx0wwY+soZHeeq7aCiqJoxepGDtpry05mwVAzAzRaWWoGJapotaEeN9x++gMwhCLCk2VeDI4bjspOdeW4QVqDaNsJhFyx3LiAZCBpULfXHL3uh9dnyPvGcpgQ/8YVNELo/2F/hlP9Wk/vK7GzadGXW0TY0WC7sLOj01EKG26hX8XyIwGUHTbt8UEmnftlkfw+DhGJDo8ExRTAcwy2Wx/Rmc/BkqF6QzkKDCd6PzGdZVyIBNCcocsSTSpUhJ1KUWDSAUkx5/liTLjvpY0Jdml0BNyOpgEeSkix5OBk0pZSFrsaotHNquOcc0kAuJNpZoWGinOByRxqBQq8TALT7syej0EhVXeoFNxaZSbdOY8msuQOgGBr0oB6h60KyMJMsNG2NhF2SZbF+QZyaof+5IW9LJBPoPH2CQQs4ZUpoNB00Ezi/Wb31mIOtcm8TpQQhPXG0raIvbpURR2Z8LIAXrn3aBlwP+C3hoqG7NJXCjvITRvIBIQ5wabhEUSFv6hzAqOvMpMGlqC4SCTLZAFa3TpLHEFApr69obbCjoC1oMzQpNQo+VACSDYFAwxoHBGRKBOTpcQkco2uVtEIJnwS8Uy0lAgNU8dGomy3AhLCv+cJtIOaMiHSb2bUDLu9o2rD8z5CdoHnGVkyE6CFQ0PTjTIGxyHUjK2cL0ctS4f0EIXWA0V3d0s2OkF0YeZeMsNewx1HdGyytN/R3OS/+G9+4Xd+h8fSbhTsvSGOBJev+wnk++8zp6mcS/ndjKuu2lCfvsvjCnBgJzDyw1cQ5xL4XreI77CjT3siA/QrdJT/e7mvBThhBfh5zc2C/fz8+94pkwGIa3Q6DRJFxHEuqZcUzOxSonIm2CZwQFq0Yx9wV6hzTsMQuk0apaQpiRFC71KQNaVaCSCV0J3MKgMNkDbfo4CJrxWVekTIotzEKbi2SAOqBTCBDTLXFRWqFrG1QRSYU9EK48fFOIrEZQmQV0oFtELSH3M2stISNgFRfRExlIUMyyKr5EuR9Jtjz1u+S4aZlzmTHxix7yBIFAkU+94jXSUaInjEXrJ8n+tEW35rTp6X+fdpcoZPsyO78HHCnr/8WUn87+2JxT0xgRkjtWLKvK5f5vrrPN2f+/H5f3T89rI1B5K8TNAlBeiCk+GXQQvn2sMRkQBTPGl5UaIQK4cbc009IGre3PsZNNlQiA8dDsnUlPi6nkioL8QCzpaueUyciKrszfSA0DGLjDIJHLpuqxW5OOjXMeA/bFJVXmNhskxpU45r1QUipcNmw+HRLpb6EUHTTuc75+sl6J+hCVRqI906tCOOo+F2u8V1HV4UsAKvBvcS5+UwaJuQ0YA6oc429hJtpK/sqnT6324KNyONvADHwXd0aw1SS4g/8/tJO5Sgx0s4OTV0N9rtQK2swa+1kAapJZDnBi2ObEU5jRR1eI2W0B6BHbUcykGBTAEICtlkCaWxVS6DbI+f0zkutcELHTMNcA4Q9FkAmdQ+yc5a0emMpLaC5/NEOW6hTcTBdHeYELhKXRDE5krnk+WJrRXUJphGQe0MysnQUtQEyyYXfXZhkhBl3kbGgPG6nHNT3+YFa0Pi9+ba1NM4LccYNEwM8mVx3ZI111h7xOeL/5u/a+bRZYyM7CP0ExOCx/2O97c3PB6PlQkZ4x2zk7regmKbNPQ5JqRKlDIkwqdgZyqyPrK8kb8Dot0GN4eFjlxApgzicbE0Qufaw6bSnqdtk3Dit/4G46ACV8V8PqHBrHGkLa5A6cDouLXGrPCYmINlGnNQH+LWv+K0X6gzpAe8/AuMPnAfhi4Ft/KGt7d3tFuAoD5QD9ogW+BRbtlpD1jXnsARwHKa6WQarfsXATyF2OYGNFITr4ZwojPbZDpjXDJBYRHcxtU1A0iwnCPbZZeC2+0tgr7IfoX4owv3HpbvbVbP62wKp0SAUg8cx1csdquxjTyxEAbxAqAcX6LckGFSgmWtHait4vblj0BnMFIjm20RINfQuEOpDICCcUW6U3YsJTiHomyPGePsRNyoY7YApMuyCN8mv+8RAKzzRQCuUq8DgItHdsm+OcEHNbZKj0ndB8vTxpiYs2M87tFl64l5PjH6ifM8KbT5uId49gPPxxP9+STraEyuW/sd2iHn3kV/wbn31bJYdBbAJ7tY0Y7UVvDzIONED0UFO3Z9fLujD5YFZGt0Ve6z7OwosZddy6JAsCKCpBlBrw3OzWTxKiQEf+OmwxcDhN03kck0gkfnOdDnCGBHkOWNGZhlwwUCS+G4Fw9AFQESKmqtsLNDteB2VPTnM0reGMKZOIo22jFztlNWNruYowdYhKXHpcJklmrBzz//zLGa1PHJpN/bjQypqpRbsDEvtisC4xyFCAwkAFoXQwqzJlittUQiLsrszIJUzjUPSb0jrH15jmSmBKBu2YWwQ2rB0Ro/I/RPqkTCKJhJWsh+T6bLgDMoCmBwzgEbzlJtd9RKYfCiBSXPWSaeIjD2MCOja7LMD5EcgAqO40BtBVaB++zoz4qf3gqmBmCY+SrQNc9upHzPDHJLgGYCwCafAV5RtUImJRamTYgYUBGMqQLzE2c3uA0mX4zNJ0anAO7b7YbbQXbtNIS/qBiPExb+s0c5sbtgFpYLZ/WDxlhoJEbebjdWQufe68G+HqG4FQwsAJRcECY16Ledm3E+J4YL/hf/6//nvzdT8h/qSMDlM+N06fpEtchmFmM7MwoUF87r3FvgBFMugNMCiV4ScD+8mxW/EbvZ5II8LIPxH5zGsf3hjLXyoytZdwGMkimSrkDG1gk0ZFEAl78sJh6MTSjk8vncE9PK6mVDttx7A0TSoKTkTm7KBh35R11hng1x8uYI9Jil3AXX0duXN7ixjLW2Ei6BEWC1HdcAwWqvFTMqgcSzrJ3xQjty30nXKILMghWnEKAnSaB6BdTRqoSO3oBNVoActxtysiy7y5IgrK6WaUPD/112FB6VHYZSKsXV1+D6BojWNAh5khKIyhozX2s8medF6ivYj5jX4pEvk7wJvJS85bPHFzMhsf4vAJ4rgLQZ7PGmE/u6ztm83BV4usISmbgL4kLOU5EfX+u6Fq5lbBs4+vcNHiFqJD0AJN0ODJOEQuQwNUY8/UuFioeTEohzIM97h45/RwDt8ACmyqIUo8ULTTKwkLo6O2lyJo5DGgfPs86YJ67h/I4AptQ2uONOp0SgEbD50u9ZG6IASTbrzmBQS42UFUWvtRW4HLDBjiCrnC1uWcIAJeBGmrNHrTCWYb6+2umkdFvqTcR4501ZvHgXULW+BOsoxMALQqC3VtSbQStg9yjZC2fkCNogQNr07B3v72+Qwla97LB0QIqgtQNayzLUGqLWJVqJZwlOZvZqCKGVWllKEeV2ywiLoB2ZYXJ2KjEGIDXYS0inQ9LA7P8m/Vkwp+N5ZjAT3wOfKRlbDpapuRl8CnzEPCwVs9RNBXdDqdwySKmsKKXBoJiWOQmNNrIOKQ+k0+DeIcpSnKKNhtkBU0ErFIbkJktHt0DRGrOz6dAkMLoZLqEnsM0TGNRlq8UAsgwU742ugQ7AF/PCInD1+A4BNnE68+zWRQs13VGDjuoCqBPA+/0eWa4kwdgQoDNLP8dA72QfjU6tozFO9DFR5gjQsmNUZlOHTAgk2HcgO8KDGaYUE6x+Kf+JI5kw4ri08b2UDF1+lhuOgB0WzBh0Iq6FEP3TycC+OEEaaIW0BisHnYlJrSMbJ3yesFEwED119A1eAGkDOia8G+roKG8O6X/CmCwju73dGAi5obWK2+2G4+2G0urS8yqtBuX32kGHf5/pUEaQS6cKK8OVjBYJ2y9Jf4+1y6yvM5iwtobVQPZVLXW1/hapYe5pe1qp215NgtKzDxgEtdFpUd0tqVVCED0C7z/86U9rQ86bfD5PPH/5oMDu0SJDnkkU0s61FMgcmD6R7YpvX36KrNFmYZXCwElbhdZ3uHUoZmT2toaIRQlGJm081We0YpWPB/AzIcgOHA7b8zBZawF64RLsRbgcYv8X4OjKPLo4NHL5X9dIXMQYBY7K8R4DvQ+c54kz11fvOM8neqdY+/M8cb8/8PHtA/f7A7/8/A0///wLfvn5F3x8fKB/fAD3B/A8gU+Oz+/lOM8T2dAjWSq1FAIp0wCJ0mZvMK8xl9kWWYXsNProvuZaJqUsyqO1KNqhkBBo7zgwvbJrogBNK9yfZLZ1ipa7G456LPCoOAFYw/arAeA4jigJN/Qx1ucBrLl3Pba22w6Y8s3pdIwJwAeKOI7SUFrFh0dn3WgwMmewYgF4isGLRiMWJnlGv8Ot4FCKLGtMbPcAJoBIPimmFoxumJ26WxrAzv3bB5pW3MqBMQYKFLfWYMNCI89QhOVW7g7rI1jEYJfSwrJfbQQs/NHZC6xWAjiV5aMSzFXVBE8m7qNjXvbjLHka4jhE0M3gY0RmnGBOCoSTVSDwsv0tDekBBABEVnawQwz45fkkYFSzW6/AXDAEOCeTkqqCJsEkM76T1ho6EvAacAi83PDtDDZbUVTFkqcoMBxiUBfGkwKMS4IymeVjELjRJpjdcPaJPh4o0/AGxSHszAmw9OUcBviEwFiefxoeg0zFn96/4nZjsqRU+vona0GXH+7CDpbp24s79ZciYEOUTpdaqbEHrEhVpuF0JirVKCKfwIJIjZLOAxVAbZT2gEw29vkdHxmoAzv5AACrUQOEoaBfwKN40RYyHRks327Hp4Ccf38f9+SV/6l7u5S3fcem+MtHVotY6KVVKXG+DBsvAXfcX1lg6D91cgSIi9B7S2bK1ae/gF8h0pv7Qwb/S4cXkVz3YAcpaOeDbbTkXq4btCqUUtdQVXx5f4vyWIeLIWXb2NoQcNXQlqWt0qOSYWMTiIYZpqDYfQ2wG8B0+oAE4FiC9kW/UMvwSS1Dt4naCuOv885mW33AARzvb5j2hIM2oR6G0jzYanR5Ac4lLQ1S2PG3QAJs24xOj3F6wQxzrl1Az2G2foUAh/2yTq9A0OuckfTOgYjZZ7CVvKSkRZwrSoOLZsLz8gevIM6qIopfW8zrjA6u97JA0cvrzvNtZtHVv359kp2IvvzwE7D54/X44+M3g0drfOPknnSxAEJKZMOvlD+bTmMfTpPoXiABP1weNutoBRQYvrS8Xg7sta6fTVVN05g5TnvCsUVbqV0DPH4x3N4OqDjMiX7OmUEaNWPmZB8/9QY9+MAhIw1zRREN4zLhYJeUVmqIGCKAAj5HLQREzCdprLPTgEbHAbiz81lkhcqLA8bzMNQQzJjgqgxWBXVNjgQEons0XBRSG5oLHR/Q6NVSMEvB+VScz7FAPykFpkD3SQRdBdIqmhgzfnNApKDdDkCEjkcLoCgXZKVY2jRHWjIGi/HzCOYkSy0kjKIZ29SrBh1/kFXVQwNBgWKFbWcLN/4xHhSELaFdVBDCmswc0VkWaKlw5fhANWIlAYJpI1FbmyivzRGbHTsEjCHsjlcPTBimk9VEUFvYsl04d0tkHmsRmCl6sjm8L0R7ZYmFmk4wZif5/YoWRhFiuLZzTIMkuRnhFYHO3AnnNAG4JbAdViL1APPLKfLIMraglopCZK6Y0gJU8igpsWvR7u/1sPifGWWjnW3Cj8edtdhHQ20Vz7cTx/EIYMgxasHoE6NMFDWWGlKAA5kVmdNXMFcu5VffHRIC0AidrxLlgFmG9YoPbjYnEmoiu8BB2+CRxZNS4KiQOSCHkIFiRlZl7xj9CZMOlxu6M3MuZpCZpQIDIg3mE7f6BQcI2LdbW5T7WqjB024RTEZXJpeEejbAKKCDntI7+QxzTphEjT6wmJ1cswVmE+VSqsLGAQVqhmIPeHyWpK/YYhWYoVE2zhOlNhy3N9Ra0bIz5QT8eWLiJMuvEBRuR0VR2tPh1FE52g2tHQRihI5VvhBpfN8DdAwrFAhgXEuwkfwGtego5dQ7e//jnwL4y/2Re5pKAI36Dnn7Ap1PiHWoOXRaCA2DJR5aoCVK1gAMY6vaLFXzLJuUfY2cS2SN7G6MqhngZ7k2PS4y55jxR5ZOg2Xmn7NeqVW4kjRhl2wmY9ZWeRNZRCf66HjcH2SzBcPofmdXtW/fPvDLL9/w859/xi+//IJxfwRw9CTz6PcKHj07AMB90C8Rah2hO8b5oPi1k33cJwBQBPj9y/s6Rx8TdjLLypbkmykBXLKLjDby1a3gjMDtGztwanTd8tiDT5YM1sIy/Ba+2cCAqODrH76G7szAHNwHS+PaghOA8Chb26LqBVqcwq8ewGJsQh5gL4QlD0dTqHwBzhPPxxNz9NCcy/CcdoPdnLn2bTjmOAFUjE5/sYSvZ+ErzTnQQuMQSiHq2Tv6GCi1oFWBtoomNUScncLLpoyXnOGku+F8dogK5tnx9vaO9zd2GX6eT5yPgYLcPxqGE6AarG/H8V4pEZDt7J1jqUVxaMGA4/l84hwDBsOX93f89PUreizf3gdGnyggMw0OuM3Yswu0UrfTJjXo+pzRbVOjRF/iPD0Yoqn1llo14YkL0FqDtoYBoFWFvjUUu8GrwgMMn26cI+bRqiD3QfpSHvujKuUaVARHiS5vTr9nOGBS4Wp41m+oTTH+m477x4k6FVIPaDvQCpPBb29v+PbtGwCwuE0FVsjotu7wN7A6IRiqcHZAdqTuUYWUyiDcQvtxXoA7M5jSx4TI0gnlHwdkYo4Ow6XEMdZXKYpaqOugIvS9pbDhxvh9+01Z/vSCJkegzv/fdj9/Lv6q6ZLHZhnJBpquKNKOrHeMiTj3xR/mKTIN9hfu/bq35c9+ZQvZ9/GD83j6IxyDrJLI+1vd5twpwaKXRirXu7n8QNbzJYMRIdKc+6xwbX2K//NRXGTpJ5VMRAyHaXTBFYHbAJzMylE7O8Iulgn16MyjdNlpy5EAkhZYmaA4c3ib4nAf+PbzL9RgPFhNkmWipXCt2dToLl3wLIrzSU1Rlt2ya2KfA+fzZ9x/+cB/8t/953AXaAU1k0tosgWYDjNosCYTvkkGLNmmEjctP5h1y8PZY+5ZBXB555L+dBBdPN/OC8659OUsbMaIxE1CTisuS3AwkwKeAFu8TpWlm7fX0p7vq3zwco8kxbzO08+gj7t8+h0CV8lz5YQyQCbEwm988bmvT/2Xj98MHo0zBqrscV+sBknHGIFEAggoiTXCQa12QNRX1tRfAluE4xqOrIbDIRyAXJAJMmlkTiR1i2SFEyHst7vrsAOSYlLBBqUUZtGj13wm0IhEd9LqFmQY5SG+r8F2pr4AAPeof44OEKoSHSkQpUUULiR6vR0oz6wt5MUgO7Lr1e54olG+5fCVvR/BSpkz2q0qO/SYKObZAQhqJcAzCq+t7lDMqKkNpNPJOHFQBro2Zn3MjjBusrSM+DoVx+2IltOkKKv56jBRakU9WB6jJdoxRr2rao1gF+jT4MIOROcYpNOHgCpcA9ihyKxBMMCseCsGBDiYrIYiSmbINRvqTLmvmvMI1hQVtRyrvM3DAQL8MucUY3SK2gKrvpdAY6cOVCl4dmA+ANUaeisHoANzfsMS8wXr7AGN9zUxJxd3KZXodMzjTYI07GUti8WQQGw6aAJgDF/ZwtRGKOkU+Z5LcIP5ZPY0Aj9PzbK1d49YV1e20u8zcHs9HItf7w6IwZ4d5+OB59sN+k3pxJ9ntHwfzLpGttpsRFnj15VVO2ZDrUGZNQYwTyNjrQRQmmY4p2CYegDMgpq/UmFTrDqt6KKGB6PJ641ASZkro8WKSoLg4hXU0Io3l8GcGmahQGqWaboZYBMlNMZ8ztCviGx2q6u3mYhAasUqwRCAGkqCtRdfbC5LN+sSnSWVOuxo2RuapK1WhdoeL+7fFAWHTfhs1LTw3ZmyeCObWbMbTsVxu+H9y5coj6VQZ58DBoVLDfkYgbZbdOZhCbW5QdygxbC6XaqvvaVYpWMY69fMcT/vcFV8/foPFFZthVhO2JVsU3t24P39Btp57pWyhJIEqG90wBh9xbthVmplykqFVJbXmaej1S7jSNDIcodaTtCablAF17bQNu8j9910z7bzvjNdnwAkhIMC51jFmqBe2FzsgsU46tQVez6e7Gj0eLJzWIjL3u933D/4Z16Bo95/1+Yn7eyw7KpmC3A5+4nUOTSwdBSIAPl2QCDR+XHAJsehRckl9RbXRfi3bYcyHdgssckE35yygp4xB3w6SkUk/4AzfDp2LSv49u0fcUSZKozC06VGR6tENxEJu3TmI8BfTqtI+FPUJIKFkCpoF1ut0fFyhGA6x8wASIAUxRqzz6KohcG/GtjV9jETU11g2ZwTrV7c21zHRdFCsFWE3YIkBbKvY/cStAn9ksmkloYfJ6qQyRK0Eyz5ZpIMixXf3t9we3+DqFAfZ068vb1x/EqBzrn2kzmZ9Cy1YPhYmXvqRRVgUjNNVVGawHyin2RTGhw4Co63A/XtRgFahI0HuE/FM1KPJ+aFCm63N9hhAbgTWKd+JYWki1IigMk1R60lfN8EjnKv0k/jiO/WLveWEtW1ghJSFrd/AGZzQB5RvGCAd6gCHx9PtHKgd3Kbqh7QG2CDjT4SCM+9MCsXUpbkMgW4V0/D2TtgUR5dImiKBLBBAc/uuAxOS6nwSxItg0KBEgiDsswYCor+Dlj/HWtFxrGGcAHRl0D8rzhPaqcF3E0/2C1wqe+D4l0al92lXs+39iXgFQi4fuYagOcc+ZFv9f0XdyCPVB76/Bn+tcvxE8BIgOa6X0YsG8DYIhDEz5I1AsPSTJUraHYBM66XF1F4JUvIC8v2nUuCf0eSnkfKUGDFmYiYwnys8SZAIkxAFAl/VNGEMiUNN/zy+Lfw/sSwgVoqWj3IQtRKBo2NYGWHjIPJSrK6GTCD5TWBx+MJc8Vbqa+I22XAdyfQ/R5IRom9Bt8DRyL4ToZqeTcJhmZSwwXVCHR7xH67Uch+B5uVlD4xLu9430G+XxfG1Ykb5HMxd5LdgeM82P5Uni6BHFlzbUGi28Yim03oYtR+9tOu6+O6XtbsXHPY4S74/PVfO347eDQmCipU9wt0j+xV3BS7L8QwXVogWpKxoitbblzuZM14xnOOAEAv0yE3oRxhCWZS3kMG/NgTJeKY9fMjM1BxqOgSf7U5Y6LnM0zYfECi7jGdfSKdLKOjYF62HN2OstmICcWFIyIoiKyWhSAoEOhn1PS7RwYoi0y3wSbTSJBVBMnAcvEIdl6NkkJhYNCiImilQN1XO1JVhbQSepoBJMSmm0HeEU4HO6wAnsKKhRPUwEXvkgs4GF4AxAiYaYi2llqhNUrbamWntbrBIwNCC8j3Oyt8g57Ccr5rOW3y7+4TFRVAgQbjQRXQ7CwTYAwFcz2Mjq4NUIJFloAg8uMQwMLpVQnxVwMsAjueBaII0MmWAUjfgxdROA646zIGY0oASCADSlIkc0JRuK5i7XBs8nrKdx3PgzD6e66nwGmyjChiLmMDmxczQUTfY+NA7h+2HHY6zVv09uMx8H/5v/3X3xuE3+WxHURy+X/GUwz/1gzP54kvX7+ilIrHO9lIFqCsFo3yxYoiI8pH56UEVTAlui/YpZNYzge8+j5pzoANIMUKSimZZdDZzMW3UZCYU8L3xgljEQBxjqRjYVogGtoYWlBgK1tTYvNldpFBpDvLF8jOKajHgZVRyQBQoyUrnBttqVFetu85/5SqWGLtMFQAc0e8GzgSCc2hi0MYBzvKkcEIiRVoSvAEZD2FEURtB25v72jv71xrLsCYKHZSADK7xYmCwtM1hP4lKruMZR8+yTwNJqWqQg9Bvb2hHgeezyfmGGT8KO8F2dknAHWWt0wyTLXAUBbAA7CMgradLEbRChELvT5mmcTZtYBBUGRtREM3LYEvuYzYdpbFX7f2HPYScwNrrNeEQ7pi/NGm8QtWD9BPyyk1bSy0T0IbLFhHc+x2vQkksUyU5WzP5xPnk3/f79Q76o87PEGj0EL5PR/0IYxgHiz24ujYKkCtimkKd4mOWnWVqs3QdKDx4HptrQJh8zMSyGDsGsjv62OteZm6fLLVtTYcao3SLJ9YQLIIdRpzrXrcRwYi/XxgDCbzSqnQ2ZfQqA7uxya6bAOQ98LEorvDxoiOYiwb8nEBI+AwGxhPw6wTx41lSQS6GKjZNDJvc28vCneu8zEZQXEu0veqtdK2O0EwDAtNuyiVC19IclMHx3iMcbFlILNSC0w5FuOkBibXwWsQtLQ65x57aeEXwVdykEC4hg4J2KWvj+XYawQ6yeL3Ef6HRkOHo+K4HShHBYosoXA3MrQNxiYhMVYafm8N8XURCXFaxwhxchVh0xWwdKS1N5SjwU82Z5hzz49SoiMcZIFWTF5xPDRsyyodW6oEwjLAJmFPBuY8IZNlxdyPwI67LhjTMeCYraHcDtj7O8bg/dZlt5xypjo5tySSKwKMYETC2DW4eEERZ/wSIJ4K16RIMHy1AnNE+ZZvNruwk6hZJKlDgFutYqL/O9uP/7BHxnL53xGg5c8utsZX1PYJ4si+5yuO26yMPJ9fkNq9/7z6AXn57373awAQ0rKFmcz47nqeBHku58pfrzKgXz13XCGrZbCrwWO5XmL2a2TqIZfyqv/Gv2PNTJZ97jj7wmwRIdMm9I1YwlZ5wWi+AKe7QIJGDzBT2JXSQ9Q9un/CtxTHjrojpq7CzpN5zugmWUvlup6OCQsAWHYcL8qYhnUegLMqYp6GOWzNGxdH7x2lNGSr+vRBVgOaGMTN1Anmvfpi4qy39AIiysvP3D1iPP4s4/31/j3/7ORZlhCu71/O/St45cvhcKAIiRp0pDjGIpkj3GWNl3MnI3Sx9S4Bw0vp2Sp53PHzijfiekgg63JXOWKZYPrxQvunj9+ueSQFnmVmUXsJASnqmYEIXRsGBfEglwVPAyLrgZezE7GcReDjALLb1hqOTC3ZFU0OCnR0v1j2IK6VDlVpdaX+c9OkwrztlpqZCnOHGTuAUEsCF5FSB6xkxL3KV8wmxuRm1I5KJySEMaUUwJzZb7t24opM8ER0xCDTZKGA+mo89kDwKa90tSyBSCooVdeDKbPAjcjGKDc6kz2BEEwnM9asL4QcEvXcJe4nxNEFUCNwJPk799BD4L2bKvD2hcyjWtcfLWXThwWL0kcfM8SbV8ngduBokJMZEbA6+4cEUpxBEda9I0q4RMgIiL6sgEjoO9BY63JGA9iM7Aq7m/hCzcWdzDuNridjUwzTeGItSAqDL0MZ5ZE7MBMUcd6Dsn4YbGQbf3Z2U+EQj1aZyBLJPdvZKW250zCP0p61QV+WcdzNS+lbgCmcXn45r6APx3/+r/7xszX4fR/uDEyfD8wiuMemWmrF7ThwPs/QKmFnqForjpZdA2eUZM0oqeLc3YmivYky87EDofjHdRlzLb26OZyiYUd3Tfknkx4Aw/5GBGjB2GMGxQlkqLHEs0iINPrudGlGrZXsCNhHUPsV5TiifDdZTLzh9W+A7J3IDOVmt9YDOI8R87gIBe1xLZdIHTcBVCK7u2I22mBAoLd32OgB9ITxjOy9zLKuUW83lONGG48CrQ7XCqkd2ueFHXlEhw9FdgwVd5hOyKSdY9CR4CFB8tIaoAXn8wmKGx9kBJUAkWKzVlD0WkQp9K8Vu6w79pPIUhMYzi5pMRtUocFCIwWjLk1BisLGXos91ukM8dDLv9eUeXW+5dPv1uS7OvOvbseauk5WMTtM7rbVK5kyAzjqW1esj2AgPVnKdn88Fmh0//jA8/6A3QM4GtHuM7Jvvxoh/I0frTUK+Tpgs4evYBhz4CgK1AYmpuruSppATjj2Wsrq7EqB7FebDg8/0umX5feINepiqnp0gFrvMbKri/4vAglW3YxyOpS9tgVs3AFE4mN0+IzAP/wznwQSPeS76nJ64zMRpIslw2+uoKmWguHp+EbQMFmKVWyitoYqZD25IK4zV2BBmQLaUVUJACTnJT/DRhYtumoSYMGl6yjvNcIo2UwCsuxndB0mQztFYUUFz36SIRnPRUBkd8OVGGcrZBOqe4job2bnEkCPxBXiGnQZtq/BnwUAE0BTbQXH2w23twPS2MFsWAJZWSZxEekOuYVkUhXVFciMSQb48iHDXxAtaLd3aCFINm0yyBX6dTUY/gRuyIw1j0RnzC+NVuHXUgo2SokEHywqrg0YM8w8wxQCrdQuHSJAOyBvb8BxYIbsQDiVcBBgUjeIsVkKUhtudFjvmJPgkVdDiaYXnCttJxMRAWu8xzkNycdW1ZBH4D0pmGBWFIg6ym6s/Ls8/j//5b9CKf89fP3DH+l/ZKAqCRJto5yyCtegegfnCY58D8asQDi/I+xk/NneJzh1+eD1r0/Hp4A54824h7VPxib4XdLqChwtPxkrscPrvibKLhfaN3U9b/p7LkuGgi0tbV0zr2eZfFx+YXwk1osEA1qImINSKpSNWbSEKJNnwMLGRMzhGbLqhwcF6CE8x/X5VIWJ/tACtsGERzuOxb7OUnzHMuOhM1ZWnA2hvujoFPIHNuFjlYHtTenlFbvkZ7DnEb+4QPUc8y1rw9hPnImKfH+vLKHLd1/C64uvkb5H3g/k4htFBQgSDI3zXv0o3+d7maZ08BkzX+5ovefPWmkXgDSJDxbx8XX9bKwtr8lP4uXZr4/kywdYYyKfrv0Xjt8MHtV2IFvGMjgyJG3IPdqta2RMrw8dQFI6roJEES8PHgtGo+TN1jKI78gu43eApTYhDulXoCE+4Warcxkc0FYWhVWQmRtu0CmuWOX1DW8BKgIjefHcNG32teFzAXb4nKh6wxwDU6KNfSmw2GBsBvCSlO4ikLFd/5WJz6BIokRihoOVcGU6ivDYqLZgHbWMglkTTBcKW1eIG+ZghwhuelydbmQ8DDfomMsglkItElS+d0OU2RRmiejo0FGxeUFQVeGlYNx+iu4njddXCqcx0xfTKd5bLr7l9Mbqy/GiyHfUnIY2hEiUlQSzLGOjTavdgrx0eAYITgGS9Hzw/KQ8ZaAuEAWqFPTMSgaVHwidJU8nPbKK1zmvguIFrnuj8jkoiA0AiJbFmiU4wJgDw9s2cs7RuAmzsojnckummoStilLIlTkF3CbUKXK6aIwJJGGvNw8QlOuLc5B6NLEhppbE3+vhxi5O54nxfFAD6Wh4PB+4Pd9xXMCj8zzZraIOsktqQZmGUiLoCMbcNVMh8NVKViQdd4RNi1bBenUP0sPAy08uJ0W+I743xQYrw0hO3V9U1rNLCf2z0mIV+wbLgynlykC9hk0XEXbuUlpkhL1JHoiGrltJVucyn3vzYaAVq1pAAAlgkJXBkApWx6dS6AjlnE3sQAF9/wP0/gvEDVIa3BlQms8oX4hsTb1B6kEbJZVdOGuF9gntA2Pw/PW4kX2VAv4ea8gTmg6ATcP+lEImFYB6hMugiuP2RtZFEdohZBAf7C531NsXJHODbW8DOIKCDNcSTR74MwYqAl9sIwClQcoRQennbXs7mb9l6xf50RxLu7mzURnE78xnfCFA7BGAkcc+miVru1xtEoh9nHieJ/rJUrXzeVLr6NsHPj4+8O3bBzuJfdyB8yRwZFedI8fKeP/OjuPtYKmYDYzusJOt1EdnibuIo7SG1hqOW4O4hE/CtVGlROcprvecp9OysQf9IMkYJMAjRHJGQyuCzQD6StpoUTRpTFqFP5Id0ujod7iz3HqMEeAPzdychvOcKFIIWrQD7WhwVybDAlBUFBAaJUtH24jM93LfKLg+s3kDpQhsZX85bnNGRj6SYiy7FUwMllisvV8Wg6aUivN8wqMkzNyw9Q0EKIXNTeaEWO6DEiCYRFY77IETKJg+V/v3WOgEEMLfSv0qOG1Z6iFybSm0EageZ+czyYh1Yyu5V6Ok7uP84N6r7bpUoZIMxvBDGveDozUctwPHcUCqspNS7xyTUmj3rh2K448GAMaAMrqTxVqutUViLZO5mRHnfc7TVrfdVhugghli7L2PS2kbywWRHSwBJhGE9nCYYZwU62KZpfK9xlytyvKXdGFUQtsFofmC9MN5rWnAAG0wl0dIIfAb8DmgkxqbdDsNRWkX55wQL5yDxveWe8I0I/BrE6JC8JfTAH0OFCu4NrWR8vtmTf7L//t/hveffiJ4dImjCaTkv+KIpMk1Ul4eZ/ifW0/lynjYsVWciPM0a45+sKG97nSf9oW4qAMLKLl+zBHxV/7wqhPz8rdcAJ29F8KjkQeu7Jh9iXVvcmGniLzcLv9TdkI7QAb3rS46QRVJXeCzcj4Zy8AACaIGK1rC5GM6wQefmaoK5lyUI5EQyHvPMifA4DN0dgNUlijBLbEe3UCtRwEabtDY++FMzjvp6EE20OgGWUKWowejb6A7KzaK77G/Mox26ZavJCzZpR6xjsKj66Ktceb71BiXbGTD6RW+DLLiKcGmNQt5kYj5lvudLsfn+XcBckotsXfJZRp+npe+4mlfcXtI5FxO65d/XX/+khYMQC/yBRuwuiyUzZbK8ZSVdLg8AgBQdPy747exqoC/AjwqpbBjgbJ2PqQuUMOpQHTuWPDPzEzP3jDyRVsuyj2+US7AYIMdw9gVQyLoyBFVp4NkYCBNIQxgM1b8MnEie+Ntecg8H+9jOic06boJYgQJLA0emCnLFxWfwhxzZYok9IDOk7oOGXBnMALz1SIVZrBhmMUZ3BW2XUznoUSQUoLRY25AUMnVPQKLnUVa+j6RoRcIWm1Lp4fZQnYiEnfM8wQqu7pkudxcJQeGMVPfCCtryUCz5E6AZOVIlE8YHDKD/g0PthYn+XFUaGW2fjrbYA8DXBSNeA3MjKLEc1BrIcRuBXTCNFezYjnKSSGfPlEtAjIhoLmmG8JpC6esQ0gFh60sISsSWwyfsiQQEdgWyRg85mvMH2fGTjyN3l5w5Cw47wNYhm1Gx8Gcl5aUwzQozmxv7kC5ud2NY8K5nFoQTiHrOaHOd0MgdLPbaguRyyi/ydB/6ZRdKPi71jdndxgtATx7kf49Hu5kIJ0dszxxrx9opeLj/Y7b2w0+D3Y8amRPnOeJdgzo3OUJZF2MaAFagHCwYRKlpmTFJXU/5w7NglPfZCFK1yA5f7Ydj12ShNj89jzZLKT4GiLrrQKv3Ci1JthkK4hyiTnCAVnMhvhUzO903COoldDwiod5dbo2yMDuPLlYdDle2YY1y8V4K+nd7fJM1wC2LBsDUDesxLtb5Za3ucHn0iC1RXkdmUy898IxUYLApd1Y/iWC1OuhcyWRaKAwcL6afAatgmp0NmprOI43SAj2J+Cf5krc2YHnuHGsLdroGjd1C/fOHCgy4FphqC8CiyiIUhIJoPEv7+xrjlwd8+8/tf9X5PKd78+9nLnL35kYm6FRM+fW/JvT0M8Tz+eJ/jzxeDxwf9xXedrjfsf98QzA6Bu+fXzg49sHns8n8HgyozAeiEkGjAxBfp92iPuYkd5fC8wKpHeWpHXq/H39w3uIODf4MDz6A26O29sNrVUUiaYSAf547NcZqAqwEths5x7lg244QT8gg3h+hh1WbU5ItB+3QaCP4uYPuDvefvqC1MgpteA4KET/7dsHep/44x//GHplO2wCEARbhVHtnZ1TVdH7iMCC638Og3Uyi55nR3+ckSwKUXARqAI3naFXGTZUBQUKd2a4awR1EgwaLQXtqDj7I0AvoY8VXUyHETSwmV1xBBIsIZmTgZcYTIM6UhylvsGju87ZBzQ0zYBgJh4V98cTbPahFCDHDsYQ2pWQEK92J7g6OrWnwv9rtVLQPO4Pngk1dhQ2N3ZzNOojtVahjY0MAKxxSAHeaYbjOCI5ujskq5LBWAt9LBsTPcHzQVBe0ZAGjQnCgTL6K/Ck2eqePmyPZ1klc5Gg8rCFA/QryYzO8iWBag1/rEBC3qAUMn59Bb4M92oJwfNyoB4NvT/JWnfKa0wbPGf6a+nOg+wlmRLAbASbrsBgrHKrDXb+AoxI0CHFxb9gDMc5WI5baoE3BrMTEnkog5bY4/Bje/p7O+Rlf4gfZlIB/mKWv39ezwj38qMd+/2lvczhq/v1us4lXpw2sZJml3NtVhRe/lcy9pPUZdy+lc3Xe0x5kA04XZ4jA98fjRUE6my+4QIUi7hgC+ay4+707b+Ftpi7Q03hKUabPl745IuMkoy46Cgu7mxaJNH9zCfMWNqP0Dvt5lCzXX2jitoEUErOkMxBxh97tgrjPdB/FAGkZMwvGF5A3TKPfSficwVlTBBi/lpQakM9BvTO+HRDQ4LFrcpxtpAomQZVg8mWEShSN+7gAPwM0gP9bJUCoMUU2w7yjstWxLwnUcwBddpJzZ8FanTFKK6gFvLnnuWtG7i5eORYCbeL/aHfH+zcWAsbBMI6V75ugkTG8cx1mFcIQGqRUXR9Y51nzc1P4JGIwNeAvHC6vvvurx2/nXmkFajc9FVkaaNIOPql5cN4iAGzC5SjBXrIenKWfwm7aN1uQUfDYkwYHAeefIHO1uXu0VVNAZFwxlKoMboiCbB0W1KTAxZUU3/idrvRyYlA3a5CrnPChkb5ECeQWOIC22It+6EFZucK8pMtBDjG6Gjtbb0si2vkddMRUAk/OTNiTiqaYeCcDusWmTagMPqjrg3wYrxYPgCYj5WhLFVX0YIImRNFBP154ri9YdqJ1MJxm5DRMb1AjOUQUgg4tdZY3lGZ+bFYEkRAC7RWaC1clHNy0cf4i2S5GwO+CAdh+W48WuoKdadmgjlIfgNBMRsDww3T+pK/0FrDYaHDNwOF5n/TkKXw79EKyu3AGB3THdPZ8UZLsOWuG16W1diA28DZeX+llEXDFClbCwBYjbIy67myTsKAlnuHbcO1qO2eL3AJZhomsi6fhiAYIkYQlM7WteSHlcXZQaS0gjkpEnwchtlZqsBNJWqyP2mUiIAAQ0xmNzppmQOZv/OOIX/xoLeJ8OgxnyfuzwfO5wPn8wSgKKWjPQeebaJVx3h0FFdYZfehUQSQFkLv1JdgF8qd6Ugbl46T28U7WH8AxEZ6Nd7XzFYeasxM7X0s9c4AJDAUqExmK1wyoxeCoJmFtwBrNPW9wskIgCgZcrxQW62jVzbDd/luao5oBKulsFshPj2Ch+ZOJHrWs6/feewr6xHj2+WGLIaj35ilrUnNjWeO9cq1UyFeIT6gMlGjPj+ZRwACoJ+A941TuKHdWP6WHTpK3ZpB7WDHkVpvOE9qwmmWx8Y7KRmw4Q0iGkzEkLe1zIlOFEGU7tHhkHjKpRUiwc5aIsQvswGvoyuf/v5Lx68AR7lHejqucwGlfCcRhI++mLsIZ/+qDD+T0QEsgFzrAeCJ1hracUM9T97pnIAN4HHyHPY7r/mIY2Rrd1W4kYHz9vaGWgv6eQZTg0HvQ04UCEtmp6HdWrrXAHyxXnxy3871LQH0igjeysE1PnqAexOlKHono7iq4jjIFKJY+QkAEA0WYOE+ogHCpFaQwFdCqT8HS5ZUMbuh24AKWYtSKo4I/N1omaCO+/lv0Vpdehm9D5wPstGGMfNdG5mRWvQivu0ATqgp6hSUYSiYqHOiiuBrIzD7nBPnnDCT6GwGXq9WQIPdEmwqi25lpVIwuwqlF0oAKjZCR2lEN9yqLHV7nivJMzrYbj5a1acfQg3DAI2DITi6QWVSJFoVrTXYZJOQ3slC0gBkvPBPPRRzsFTkyqDgfVHq4JAbykGB7eN2wBvBKUuttlLQDgZUpVao2gIDWNZLmznHxE8//YSPjw+MOWibhT5WaZX3AJ63nwNSClphwspBm6juGH3geX/iy5c3oIQelcVFPBsmEPxEdq9yMiyZ7HL6n9FNsNUGshoMuxNzaI+GXh1ARu30AkEHwncsSjYWJlndIoKjHex8nKXZ0XynlBIaecB8/jl0l0JSwSemC6b/I5oCUiasRNAJlljV0jA0ATOsd2hr4/ydH1cXOfaJF1AHn/eP70+R4WnuX6u8KH+/Epcee4ZgBpNk+UARnHv+87J/Xe+BBIWtrZMg0QLCJMH09KN3p9jv7jv2rcWUtlC/UAMs9u3L82aSlt6d4vv9Gi9A/v4dn1GVwvputnTc4rfrMplfTBBGVckwz46sFvc7HcMH5mAzI0Zw2W2RsU+JMtDpDncyMc0VwARkEswtoW0bvhWGYhVblPRfw5fq9BfGoFZl1YbW2LzgKAdsUGupgKzaRfpIbT8TXloNrSgUjH097s8wydKmkB5tJiIxgA5YdCOPJiruuhJvOWaSsbxHsy/fDYk80Zyw6S/yHp8ntkRFS0oteL7GIMlYFrgizr01p65aRyk7M2bsS+U6517XlkZc4eucnxfbBoLWvV/WwWev0BYpAX/18VdoHr24/ywl4J1F3bhB9fLQ7JGxxAMt6NG1EdEsNZgiHtlYsLb57Wiw88HLxQSnDxGTxqKePiZOboAjnE8NbQBxBsGnOf705Y2BE8BFoErxzue5AKKRThmifEKcCwzYJXVisOiIUWsEJ7Iz/qUU1GgriEsQaLYzMGnEdGVuwt9O4CRYUyksOYdDGjdNCixH2ZXcAGgs0sEyLOf3bq1AITCjI8OyrwKbhQbilNBUIbW3SrLBHD5kGSF29GEAlKUUCDqjFIJH0kKPYTFcEM6HAseNDlqJTkWxOpsy62626+KzTJBTip+TZDWsReILCSejgPo+icj28wyq9dZ/SgdqhBN8wFF8YgYwo1XhOkMfYIaIeEx3LaiFWdBkdplNGitntz3RcjFUnxazM2ubegkKX4yf3EivR2q/5BJj/XcUGuVmSK9mAZGQLHNMHSkGCY/7Y5X4XYNQR6D0KlAJJglA+yH7nhHg4px/H0Hcrx5mQCcQ7LXi8bPgz8cN7faGt0EwSLK9sShub19Qg77eJgUA3SJjnsyYUkIcVEil1df3nDPk6jdcjzTxHuDmZ4OfAEP+giaM2lgohXpmExApQFWoF7iWVXogQDgEKZI7YxNnqZBEpsrcIdm1Z9WQBTMzgKLUmQit+u8hC9l6EXloYFsu2/kTIZsUzvUFsAOVR1W5IsW+4zrrQo6BGRkwOg1S2JVMtBBLU0fRtmwUIDgOXQGJ2UQxdivR0WFWARje3t5BsuiEu0VbWmfWGQaUN7i+46gl7Nh6ZGRWVDQYDarp9hIcEg+9EFlOSO4lHqizRtpq0brXPFpo3veT5zeARte585ezTGk3sDqLmlsA0NvxIfgfbBdjZj6ZevfHHff7A8/HE4/HE4/nE/ePO37++Rf8/PPP+Pj2gfu3D+B5hsbR779D0fXoZ2d5cugalbb1HgoEVg7U6DQz+4A58P7lCx1MczzOk8ydBA+mY/ST+4kmyML1opJdR3HZexyPO4OnWljyqKVs1nQIq48SIvmlrs6w59i2P2cJmTEC7QVVFFKcJVI2cBpZMbU0FK0olffmPnn/ziCGmkEEV9xv9Pcqf18vjEC2Q+4h3l9xHOxmJZOlZAKWvT1nj86tinZUvNUb/u2f/xx7KFDMoWPAzydEHF9u7xha0W43wDt89Kw6XkDnnFF6eQ7qCgG4P56AA6WxPMnMUFFZ9hbf9wD5RoCstVQMTNRO37JW+iO9j0hcZEwcLFGQcfTHP/4R53miP57UbrLdRdgua1aERPLjUFhlI5JpMxqaOI5WMIwdxqbt7lbuRtH+SISd50lwsSjGwHq+x/2JGd2YVITNAuaE/PSFoFfcr0FYlnJ2yNcvELELizUDpMT5HdkiwpzXao3MqWkEkGphdz03g4BVDwB9F5YTR4mvOQQMbC20H7eP3ajzZYjgMljZJTSVDGCDnJiXJf1Y2rmZe6ASCJ0+YYiuau1Gfb3aCDxKxfF2oLUbRBT/1X/9j/if/y//N//uBuQ/8CGXvfZHTKEfMRYW+8c///wKHimKtvVd8+xex+u8utH+Ap7kNa7X53cu95JrErGmBRE30a/OwDyuvubfDx6QSZEAnb/79UuAHnejyZKz/bzptDj3+tG3bU0/fj/ri4Pz+XY2OX35G0x6SylQm0ApC0LQMWEyqOkVo+seTVrC/9CwPWN67FdBBLEeiT7Geq01MpBqZVxv+x2zuVNBf9BuzjkAZ8VNrRV//Of/DO9f/4zzXvB8PNDPE+5P+M8d56pw4VvOZk5mjuYOrQ2ilfcfMZYF0CJQJt8yO56aPRmLWaoS6Xo303KMef8OQZFCHAw7iTfDF0ng6DonL5AlS8ls/+LKclv/xxzKemm5ZwTeBAe2biAiARDXzVJj6Ou6+DwPU+s4STE8ssKIN3ddz7ZQSMFeSb/9+M3gEYP1MK5wqBBA8snONN1tlzldNuHsusYFEt9b4Aripi0EsyevIaEpomUZIlsO69VABEXQs73hxkCz/TzZLcyid6dgpQD73BYta+OcmihriUBbs0W9YHZHLQU+E9QSjM5OZu6OL1/ekV3WrgFg3n8azXiNEASrxQGT7KqV+jYZq6WRiYVekqamq8aVNfA5wR19ULCbjgZ1NxDdlGa0jyZNOoxpVRQcaCqYd1JytQYocgGOkjGAEEHz1AzRslr9IgIllQIrBap1sRzWqChQsiX11eBz2VCnBERqgZwuJU6z24ObRxpAQVraBcDJIMxCM6q1Sqdnch4u45Z1y/H5/G4NwAsA2wc7kN03slZYtCIdmOAGAYj649QgsjAAiC4HMVeWTowAmdUlyy6ouokIJ5NBsjyI2TDE/UB9AaYOi3rgTdEUJYtulXTCVwYhOyUh7n1payULzPkMf/eHe5SvnXApbCN+f6LVA6N3PJ5P1Cd1Sc7nE6qCchbUQjuWtFFSWOnkSnb7uh6XLNKPjixxXG7IdWfZn+L7Nsfcqx6mjnJhjIn6clpcZHH5NHS3okSdG2X5RHOVzHSTRZhrIoHG1a3LBUwTYa9t35vQ1kLK7NvF0cukADeGpQ3lWoALkwlRjuoedijMzx7EBFhjbyglRLyz3JbVT6pZLsZx4M8IoFt02SHbQmCT4JHpwYtlSXMmGR2AMMhZ5cIiy2/Jd01p71znwSpKavFlbqTjm5lREVlCjGve/HDS5AS5zo4N1P3abNvjjnCefNuky8/4OvNv6uy4XfaZYLaMwT1wTLYOfz5Zlna/3/G4P/F8sozt8aCu2MfHB+4fd9w/HrjfHzifz6119Nd6MH/jR+8DtZYAUipUnMChgHvswc57WU4s7qiVbO1cT/kfR2sMdAd9nxQirioskyqKPnpQ4rF8G9Xo7JfagDGdErRgGVhBUcVkPXY0FNkObTrjRQVf3t9x6qQd1IYiE+ez49EfmG6oeqBGuZ0WAVCgR0OfE3icu9ypNYgqpnXKHMQ6IRNEV0Za0MOHMszoSpp+1TBmcSGx10UZQa0NrRWoOPr5RD8fEJt4e2sc++c3fBsdgOA4ClppsD4xnh1nv+Pbxy/49ucPjHPga7vh3/5/7xihB9lwULQeXG8qLMFrIQ/ATqy7QUmOHQNaBlPTtrakRiJSowvTGAP/7B/+iOfzgQcET+Al2KyloAgbt8w+CCxpgba6xK7NPUo6FEdteD7PuI9LmCDsYiYqeJzPpaXFaRFg5dVHUI2unvQVbm83AGQgPh8P6iS16FIcoJCiRLwQARDS7w9fxzzKu8tKGhpjPqhRFzADsZy47oCYRNdhxy6BURQp8Gh0wEYE9NWTbc39yskwlyyxA+AKg6KmRopn23KDOOOS3KtSD2YHoNvGc6nwu9/u5793e/If5pCXOQGkT7D3+s+6KvwaQWjVbITD/TzS40vLLIP1CCByOF/2Me67e5+ymfNmJ2NeL329l0s8lqDR8vUDQKg/uH8g8Z64iV8BdC7nYuDvy5dLogDyv6+g2Asgsff79HuubJcfbYse9+TI5B2dI9GMoCgdwNLZCji16JJBLJmARwA2c+LsZzRtICAyfAKYkDExzhPt1nDc3uDtoNzJTAkMvo/yrkAF/Bnaed5ZyuuT+reaHRkJ1rWmmKUgm67kKLKZlUGnwdVQZI9pjtEKR1PbdUowpZCGLvbQSwnZhWywYtJwo0okfwUpaXPxsD+/gDwFdoVBJnX3vgqWxF4EsNc6in0h/WWHLyZlmBnua+5rj2Z35IwN9tzYmrs5f+iWZux2nWNxuvi406ldk/yvc75+M3jEjOPlZeWAzgH4RDddtfQltB9SuyIHAyDCTw1gj3vOMh8G0e6xOWpZAsPuTm2OyIpTVZ1gAYNzQykVrdXlPFhMPnfHeXZShWMjnOGg8GVEmR0uCN8Cfq6Hc5IINYcA7GsYM2ulsI1u0S3COoN1QnOwqdgORBmfgB2SjJpISc9NkxmlSrv2WKOzWiELaTo8y618s1HoTKXjx3EYrjApMBBIKR5sqaJob9zw7vPn6C7UOP4lMjzCTRNZApNgUYqY5UIsubHyHjlbsDsVyA4+Nd69qlA3TgD3rLm9GnNFqbJAErtkDnKBRcgec4LBjgOYpph9hF7KXniiGuVjWCUZDlwCuBBKtLFozMyWcMmUophRZ5/zStYuJ5thlNmUmGvpiPFTclnZJQz7DCfKokwFKELgbIyBgRnj5khdpVgk20ldjmqyFnytlQRhnQ+7wEzAV4ZlDeUK+v8jOBJAGgNn73g+nzhuNyRr5Pa8od86zue5tMkAx9mpcZbgnPuBZNO1VlCcTJX1LrB8Tf57gcq55hVLwOSHx/4yP5mbT6wtCMFX+bTJiBAMXRtN/NzBnQaOl5YpaQfDKbLsxoeLI+8XJy1tz8utyrJHsjeBvYHuE37/Oq7ohqzpjfQY8ha45G3bPy0b3Ap7rsbqvHz0BGKz5JSga9heK9S/cwek7nvLV7PfwpobHt0+tycd107H1vGy7n+4WUewLwque0d0V0kn4bo2ycW6DODl1K9j+cPlK5/+HRpOaYvSUV+3loDgsi+27EiCR3NOjD7xPE+cz2f8CZ2jxwOP+wMfH3c87nf88vMv+OWXD9w/PtDvd/jzSRZGimT/PRmdhQKl3h3L18wY6BYtBIFti4/ThyhrSnmMCX0Yg826wCaKlkZW0xUHyho/c2oJljKYNQYTIWNEm/ncj0ICIPUBPcuelG3cp+wEggB4u90gM96ZKDs12oTNKGdritF7MLHpD2ipsBBiLiZojQxuVUE/KzrrHeI+ZAG7s7KhhFwSfMuHcl+Mx7SvGajRRisQ2oBj0E+1yY5aahNuvH9XyiNIodiqBO4/Yeiz4ynAs5/IctV6tGXTpwP2PHGrDX5JnmZZf9rAWgkaaSkUlo8yQgk/tBS9JDQt2t7Tp529hg5RdAVV6kaN2KuOWH9V2PkSM0uukuFFX3oxBsMH43UpQfB4fMRWYSvZx+z7TmZKMNtEaKu0ytI2ot5iNBkI+7yCShGWQ5ay9RYdkAuQEBYVZAIBU4CiTqZS2QEfWUGRcFbZvkwI92qUEyHBHqF/Oaejj2AIIxJz4JhK7IHqAugtGNpOgMo5BpxbDC63Jmh4wPGOue9baOr8dYHY3+qxo6Ef/e6yry9/A5c5hkgkB8uM+Uju7RfgBpJrOn2Yy/Z4dVfWP8Mfjz2RVSWf9r2LX/ujYwNC8d/foQNpVi4f+pVxWT4O0nNL72X7z+vurnub7zH78XH5hSw1gctv0s5TjsBxWdvikUiLksxkskgmuoNFJ4AqARqWilb6vq2RyeQe+nnUxqtHhc+JKZOySkAAIQIoS3zhCpsKM5bEpm5R7islwKIiBe1QPCs7aF5LCukLhRj4jD0k1zmoH5ySsw6QYeQOkRYuY8TOkv/ernDaqBzY9OUsSlnXPbxMOn+Zo3APNmjGUzmRsK55nZG+JnqeUy/v9wIcht9NaSBfgPqiXmR4ILLOoXKJbVdUHmbwB/P6hy6WbPf/tx6/vWwtgnEu2mDIOKgP4xOGEgjzBQySCEj4Qbiz3EPjgZdoanj1FFNkNmuJmvl+hXRaV1ywfpaHlhoOEj+XG1cffYFFGTG8tMNzLNqcfDIWmwWyM02ZKV5fvgSGkGAveQiYGWn+LHvhGcx3C9VLN/cVjKSorAdgxW4nsTmGEBlAmrCkGZPIGCLZUhG8aJ7fIbWhCt+ReXYGKVBJ4E3Qb0+wFXm0mo+aUkBCdyMYPpLBTQRHeRvxDILtgGS2i5mgnanP0j03hYkEeAQChMgxyTFNEU0O+a4njXvAxamMeeFO9HWOwWUWYqNikVktFKv1uWtTye4K3ZZpsLm1P/JZNTK9uRmmRB+78m3Hds3LBP4kAdM0BjswhlNbxaNEBiDYqKJopS1tL5+TTZksziKynMLV0aD3mHMxWGHops2lFZZ0VVlrbP98bY1rU/+P4DAn80E65scHPg52tjrPJ3o/IeC8qOWITgmOPjpqqWhHXc54Op6O1GGLMhXRPd5rvsbGb7Ky5ghnetm1H1pzoW31q3PiywleTlEIs+/pm+xAYGXRLiLdErXjQHJsPasXL5fe935lreWGuv47Do3SU8lr50PFl9ZtXMCLvbPFevLcdNPOCVL/B0q7Ih4Bycq8Sdib7ZDy7z3+u+cnbadD4NkR0UMD5vpAks+3N/oFgl0QQbc9Ah5jaEFh3zYLL5/RfPcvY30Ze7/8LMbo1WH+7KV+vsrlej9Ko704DhssgmPrEeBqZyIhMUb8yVK1J87zxNlP9J4i2Q983O/49vGB+7c7fvnlG759+4bz4w5/PIHzGZpHvufA38mhJZI96SwGeOTR6EDYvyzGdYb+zQ64aJu5l2oJfZZS2eXRe7BMJ0EMV7zpe+hy8Z1mZ7fWDr5mC8DPLs0U3Fdwzq/RkR5zoLbGcs1w/twmjtYw5YnxfMb56NfBJ4pGs4bQDXTP7j08/wxnWH37KrVWjDHCFixHIu5HVrno3kc5hyf22ORnIUxssexIIDPKxqeFjiFt7U3Tx4r9L8DvWgqsNrTQVRzCTlquoF90VJRGTSdzMtutD3y9HbAh4R4pO3PeKGHg7jSpFEfC6H0z4ltdTKwsK+/jxHmeC5S1bG5iDilhl2SbcLMAOOZcY+EeyivGf5dCZs0qDRJZfqJqtqj3ZV7Jfgx9KPUFLEokuSyYb9kJaZnumERp7xnQ5fUyS39d5vG+0/nbZ1lzflNNw5d0B3wio0ebIaQrErZ/21Im/BRz7kRPkQhmYXBPbUqyW6ES3ecAnRT8c3OUIpBaANt+a+4HbO6UaymbN/ylBNDv5/g3//pf44//8J/gH/75v1g/e92iXoIxJGf5+nPqgApUHWM4UsFjec7hDqzELSI+u5z65eJ+vfbFZ91b8PZbfy0gjj07wYfX68UclfTp85yXc8vLxdIjgIK6qhvVWEMT399+9kvp3Kd97xN0se4nn2d5ERIaTKEP5fJa2l9rw6yTmkYzb2QPYsodUOifAvyPxwcF+VfVA8daCkHxbFQEVbJ8oJSUybhVU1dJo83B9hvcEYzEGiW8FbMytpOXPS++MwdECUZBwPVXCDz5GrdstkUSAeNRAmrr/Wdi/NeQE2BpwOZ7YoR20afFjvMtdCsttG1fQMDL/Hx5hwFMJSwSW+HCk2yBRDE/FpCW2MuuWNng0y6D//Fcjzn+K37VrrrJZ/6V9fKD4zeDR8mE8XWXHiJTUeoSXa5Sh1UyUPZ5mTi+avdIF+PLUiVjpRSWi1WtK9jdYqy8LDdEY4eMFehioZVEDWMgckOJZ2itBrvDVikSIKEFkOVQGxi6DizvU9eLSl0dVSEd1jj5snXo3jB1vfR1vhGARHZlu14DDtc0hOwUYlHqUEqldgcUc+5yucVuEV33mQOWDplowft7BWwuxXoL6rSDdaCqDhwNgMKUzCECRAW2xN9IlwYmAIH7FsNGLhZhlmauhRuzRi7vJMCU1PmRtQFzNclaFHFeDXBJv9eRKaoB6lyNsq/FbdG+PMEgAZlDAkcfrM8tCR6GPlTWEZdVpoFg5mTWH+HQcskRMNbIckWmKjebjOeTTXW1/GmoxFd8nIe6o0DRCjW2PDLT0+cSBFzAUXQ86qPjfDygWsHkqKwsddbBpmEPzzLGakIDcEu0u/eJbx9/55pHeXhoH80JzIlvY+I8T9SD7Y+fzwemdUwbmP7P0MfA+/s73t/fmHwfc2X1sxPNEAFQoabs3rOA1euhyGxKOtKxNH7diKexCN0c+g2CUA1CdrPk5iOh9wCkA57//O4aUQ5HXaQQio4yY+KQO0PCcpLPugKydsSVfZZLdvJzcJD/kqRe+9pIeadhjyWce8iyHWsfCYBUXGNvLiwnvQQnoux8cn1Wv4oESrq7tn6LdZ3r7YaLKJdxjLWb3Md0hNc6yn9Pj0Bon+oK/iyHNJ/714681xcHaO+Df/GIfdFSyDrmjaoiOy/uz4Zd8c1YTLDBZurpTHZV6+cGj0LbiBpHDzzvD9zvd9w/2F3t/sGStuf9AXzcgd6DdXRBKf+OACQmPMhI5uNx/6T/ziwtJPLV8X6uiSkPyv00sjvSlygldLYkmLqa4YssbZxcK3NmMwoCFQLaq5QBSPAgGU5wAkz3jztqKbgdb0xkABjPJ95bxYf70q6YM2xELWi3G25HjbU/MawDvn0tghKC6QIxR1WgtANlDCC0doCg5/tmytRSQguJXVvnNHQwQeLLoWcjgQrgfJ5wK2xWMdMHdczR0UXQjraTwKGJQ90jRSsVVUPTCYLsAsx3FH4FGJABCDBPUUvYW2cjl/fbgXY7cA6WPs85IVFqleLYR91Z8AwUev+Gn/+RbIF+dpzRnU8A6HGDVkRQBXaJKwoT6muVo76YAkMI1++Qfvlg6YgQCAr2tKcTj3DzaZNVNJrCVAywq+uIOZSNTiTGT0DmXNEZdubVXmVZ25Jy4ExHNq9eXYdVF1PrGkwvfRmXHYQtn0ygWpHQosZakSHUWamMNdyze19eWdYVuL4UoxRgkNVaW4XUCswAkhSXQA9AAJYSTMCX5PTv+PjP/+X/A+aG/9G/+O8A2L5hHhl7XH6w9vwd1F4ihAUiRnB+Sci8fAcbtFgXiCD96kZkDLjhmz1317aYPsU1tlvnpSO0mSORmFt78Y4DU8bi8qivgNK+LWwm+eVesIduxYZZS+/YQti+g3iLoCCXawIKkJ3EE0SnwpBMgU4EYY+6bgAeoKQgvMfeUAjeg7ZtJljjhnZwffQRDXy0soP30pNlie0mWwDwSHjETV0Ta+4OHzOA5vA9AowXZXMmMo/oC69IMuISnxOmBp8EsCQ61UrYWo81zHg0fdS0GBJ2fo/ZnPNlXiUhRAEmsDSS90JmKQkC3COuAJHHS1t+XoyhWGj+rneG5RcKLuMCJwkgYkx9mVQX6EmC4QkCYnLpKJ7PvNaFX0S6v1tT39uk7YN+D1b+U8dvB4+Ws/uail4bkey6RZFsA84AfdXzC0WxV3vXgODIOCoRtAOtNTwfJ3qfIYwlKK0usMWAYC7pClayBXLG5lljsOoB/QJ8fbr3MWbogYSILAAxw9EOggG+2+qdJxk7GrWbcIHpxBzUU6oXXQEFdYz0srHxuhFEFoWlKFcwXEwFotQwqfVAdoRwBzwCIK2Cgop20DCMAWQXLjo7AHyuLJ+4oyozeL1P9H6iWw8jR3Fwd8PjZJe7GWAfs37ssofYXG1MUHT84DsrbIfNTA6/p3MChXpAG1qVHPBwRJImKKxRBwBX6iohQMWYcyZk1jMT5igiC7wTkOZda1kiY5JBrzoc5EBnAIq1+XAsR+/8TtUFSNLhtmDRS4gfxxt06iU5CoEzvzCrPLq5RZDI5kPUOhrWw3nc9752CKeYqQvrwt0uzLZ4FzbAjQ0K9eiOMCNr9skxK6VtjQGh7kCtFF1VIW3z8TzXpp47GjO0I7SaDP/Ff/kL/s//13/9W03E38dhE3g+AVF0VfQb31s7Gh6PB96iJKcoWxTXQpClaPlUFebLicxgL6ojLk4LIFd/JO1iALVjjihj2YH+XzoSvGEX12sQ+gJTvK5JfnM7VklB9m2nUMCgKHTT3CdgtspiNR2lqJ/n/QoSzE6tNPkkOPn5cbh9f6+xRYBbw+mw1eqbp72sQcdmeF7O7S5AOB07XiyA9df9VJYscfyn4rL0X+7ndR+8PsjFW8V2dim4HQ6SvHKG4FEIHkGlXuaHx+8lBowA2rU7THrIeW8BlK+1vZ2anWi4MKbWZ3GZL1gJlgSdxwyGQ2iq9D4x5sDz/sDzfOI8yUDq54nHM8Cj+xP3xwMf9we+fbBs7f7xgefjAdwfr8DRp6Dk7+UQFNpuSZCfe+6tHotxzTL8KLUKhke2Pud65tp8PJ50wBkFhJ5InCPm2NnPFaDV1nAzw+NxLvYKQltmzrEcS5FIOFUACCfdBbevb6itodYoV+Kv8Xg8UdShDlRRQNke3cbAPBUfNvHHP/4JLo4+n3y1ctD/K7vkjhJXiqaK97eveD4/wummDzPtIvxZK+Ro8GnojxPPKO+usUYz+CeDhkAmOxlyrtda2K1WGRvM7LIJhF5XaMI59p6bTSoubF14ahoFoCQs9UgfVTKRdWldDxW024FH7B2tFrz96R3HccMwCsv3QZHreij+ef0T/s3HL2iqK9mZSdQxJkqdaO3APE88H3cYBrwCf/iHP2A4uxmJ0tdGvWGaA2Mg5Q8yuNNI0//8y88MCKuyjE2ETLLXicw9rlb4yfuY4X9kWb9e7NpOnP5428oEwI/LKqJ5ielmfcsEoJsNCu6P5xhQeccEfb6CuH8zMkA1ZRQQzT9KhBEO94lUh5TYA7tNFGWppEdyoiA0WFuFYQQzvYQvS1ZXlrf5TIDl708r8tfYCz/+MJCkgdwOub/VFUsSF96TI5MseeQ+dQUhsjGGO4Xa1++VvnHw8fHCBMH2kfffWD4P48YfTNJwka4lSS9jEeSPjHuxZqasQJQ2Iu9l2+rFUrcEkGz5MaUV+n1G5CLZ4wm6XgZolbLRr7CLs3J53vxPYVK/OgBjRcY5T7idmOOJaQ+YnfQ7Pc+JFUtooU+H9FE0fRkhI0iwNZWM76GgEGiPShHKO3Bt6hjoCuD9bSdY8nZFQF8wSo/thEqJt2vbV12bmGOH+ptQsd8j2d2igmEzADRdwBFAAE0xIBYSBiCRwCVILMMXwUAijp02L/Mt/a0NxSSww1t8nYOIRzDFQphe5A0utz8ulTYtWLP022m3mAzK6wYColkuuhV5vzuEsjh/PXT012geNYeNAfVkhTj4KiP6SbILUoeGk18XqHSJkuKBI2QFS9qSauxo5cCIzi3ZFr0AaIW3awEWMPsGpPaChbdtHh2qZNNyGdwjgiJgL67PYNK2EZnx4ya5UTyNFoMpoCiC6LLG34/Z0WojSBLlZyKRJQGzGBpO4jTS1odTYMwHDaKpY9qTLUlDWyf8GlD0q6AVgTWF+wPXTgDsfRHUcbdFpTxtwsQxJcAOMHgVqseS+midFGiUqIcPRwhCdlJRaK0otbLrkEq8Z4lOLiwbMashvMxNOAMnUrMnpjOTuOrwf7AxiW7YzUVhcDp+YquVr4pAGwVyzzPmnMdylniLPoAp0MiKmDDzaWPCDKE3wOwhAgDrvV9CQ92GRjSAPkN2kcrFtzqiWVkbJ+v756aFCx0VAqV7fpV2xNy7UDYDcHUzTAmNphnrog9MMwq4Z2AYTK7399sCO1MXQpLGGevHL5u6xDM6crO5AFz/sR59UMQXwHDg3io+3t9wHAduxzsAOgmlFJRacX/cg6UiSw8mR6+YYUwCy7Uigj5miWxSg03gEEtdOf3VNRFnjL8z4xtZCsnsHpA8mrUpBLCUL/2V4YMAurDAhiyz0rLBCPPoSLnuzTYQcXHWfGLtVXLRDaKtCCab6OVeeagLHGWtg82MMwIo5nCLTd4plC0l5mwQ6Sz060q7gNfx3BRoxbLHPxpdOhKF5XB53+vZbL+bi9vriRTnkZpF5gSGls6ARFOH3IRykHAZV4FoQ7JRtkMldGjCISil/nB6rFhrbWSvH9qMg/1zJl7sO0d/lc2YYQxgXMAjAkUDjydFsPs50MdYAvMfH3fc73f8/Odf8PPPv+Dbxwe+/fINz/sdeDy4ts4zgKMfvIi/k+N8nlBnpzUtZImoFGiItFv7QB8nYMD78Ybb+1uUHg8UB2oNgVFRmExABbMo+nnZV/rA7JwvUxzHraEUxe3tRsYq+N5HH+g+2Nr9aC/3WbREeR0ZryICL1+WGk2pBVUEPiae9xPn/Y7HxwMlkhKiYLcqIWP8519+objqcaC2A1MOFAh6dxgzIXBTiBforUJrRR9HCKOGvZmTMgcKiDaUUjF8sJtcsNe1sbxsGsD8iqD3GWX4AODBCjoAVO695hg2yJAI9oq54WGOwxX9+cTsHXYOePh4FUBTRRUJLQqOadO6/Dmpwgx5rO8pQHGHqKLVhrMPmJ04uwOVupJaKkpl45ezd4znwB+OA+9TcP/lDhHBrRT8VJkotD7h5x1neWIUgs6P+wPldsPb/IrWKqqmlAAF0LVQ4UQyihTAlfsapqO9vcEiwy/CwLa4oI+BUhXH0dBuXyFSo5xu0ic0stczmVpKxdef3jFtYgyKnDPgpE8xA0li2QpZTB5+FIBVtufgXjOiq16N5HK+T2AH9FoUNuirKQCoopYGGPDxuKMIcBwFtSm+/vSO+8cH/vEfn1BxtFoYiwBgTY7BxowECX1eV6bAtSiBSGDpPhlyo4ud1oCpBnj5u2Ee5XFNRn0XaPon8CV8z5ey+viHZYDtvogBn5lpBCwiORx+aMYr0A0wpZwHRFacx1jv1W8lUOUrwBde4OXef7WsJ8718vt4PnFZUigS7GwRwaEVU0Em9cxkdfiECbYEMCUB6iTRAhLxlgjUHMSQdmz3a7Mquw9CSiTKGFucY6I3xZQbZP6MMu6QAszZ0fuAWQdsYI6JMQw93glAVqcoyz75h3EvJqJxgUV8y3ed73bdkwikKnwA3akxl+xyd2eH63miRRI+Sx7xaU6YDfptS2KBjSU8QEMtEa+ootkd93kEwGOQKQEgC7Q4pLTQKLUo1ePY5zu2AOwWRhHURs9nu2A7L+vh07N/P49e18iK2eKdewTj9J1zznG9TGcn23TuhmHJ+mSFjqXTnfMLCRr9E8e/Q8Lut3dbWykEdtwoIlAxYBrUGw5E2YBZsIIOeGEHClEwGHeP7AbLobSwdhzCrMCcRE5PLTADVOtC1pB6OeF0k7qVgcblpYALRxEvXj8ZNgAL3kQs9tsRpSYaTolfxLrjRRsQ/F1mpLAnj0BWhgvL2JDZk8KFa2KCjhoCRT5ag1mBGYGafOFmQB8dt6YopSGzkzQ+0eEMyvFuB3RRhxlEwrHKViSBIjGUVnB7O9amXgudUy0K//bAnIoSXRGSPlyLQkqFAzg7WUKUP1JIBcwbR16xEHUpBQhGVI5jvp8UYnqcZwBECnhhe0aKC6CUCq0FUx0mBjVbHUo0gBx4BLleMAd1OGQZoFfDL07HiNkwibpdA7RCyt5IXMCOJWZIwe+FKOZ4CmgsUx6PXtSaXcncmaFftDanAELhBPjg2KCSR5t0dyYQPDKOg07KlI2RVy3w4ujjiRGlSmncmAG7BPhZd8MPYczIBsnOlkhqLGnjutRg05Qrw+E/kkMVi2faOzAnrHfcVfDLcUNrDe9vX2IukWCnyrKKXrjJ6gV8S8HRWioZQdFVXq7ZhmB8KTRq1nMuFQCZLQYuRotzRRUJ0vPgRjKvH1220aAS1OU4BYMmrE1RLgDIlfrKjN9m2qxyrji/xL8gFHefmJjDODZzrAzVlSG0wZG8TNKwcwME4FlOxdIbenpB7wpb7RItXCUewnhPNdoAOzx0mOP+X5zZnN++frf2ijDlnjo84WRwPWe5cdiXz84vYt8QsrUYkFcCRCnueaHrO5wac7F/RFjE/5U1uoBcCuvyvX3a2l59eL9klXZQnk+cjz1mNAWwHSBYlElRP3CiD2Z6p0V5bO8YnQLyz0cPjaNdtvbt2zd8+/jAnJPd1/78M57fPoDHnRpH+QDJOsqb/3dwZv4Wjza/QcoBR+gcmax5fW3EIIXMldZq7CcboCiFiRqzQuavTHit2CVU9DPKu6LUglZLlHI7vBTcbjfABh6Pga8/fSVw5OkJhz8Rjihj+gLTgQLBPCcmDK06NRAxYecdz49vIULdorkJA3xTJs/GdPg5YZio4lCpmNMINukNWWILEQwHqtnqiErGGwOm23FDbSXo+hHMlMLArSiO20EgHgAGQXpX4Pb1C8bjEQk0X3u/YNtLDcA2eq7A+0B3wTxHdKfl9GxFlm1QUdTsIKtMHhy1Yno21tglu6k76aERYlF+lSzD0qgxoiqYZnj2jjE68OWNItElst+FJYHqjm6O7gM+Jwr4rlEVdQJ+nuxgd2thGxVTb+F3XkXPyZjJSEi14uwEHh1kulkgTA7DFOBQrPecSbuo88NOlkdH2V9bw/Hjo71jladoC3tq6HMEO4wB4tkH33UJVoVvu8XvMoDpITLPMTcmCyXtebI92ZGuRBfiaQNNFK2GyLgb5hh4e/8KQ3ZHlmDKzcVCTSBAZN+Mhl6euAew4cjeuH8PR5Yz7f9+3WfyyPLOtYUmWHj5M3p2IOYeP+bc/lJWE1z/LO9C1naX/nRKXqzN+nqDeGUDXRMpTgc8Twa/bKYkGYR/9SnY//HgYAkkZ8HUdtcktjR72dbSz7GYK+mWSMiilADADBaAzFzfA8icTCJC3if1Khuty6frIe6llILaKtwpgD2czGJxY6wsAYIdIbWCwkqh0ij+j5B2Sf84hnfHWVHZp8JqFbfVndEDk0mJmpeI3TNlHolt75CK6CjJNeyjY4wzOowqpLUoa63UqawVpQq8n0A98pFj/SdmEKWlpth3jQVMkjHFiink+NaXqYNMJCYucBngFXf/cJqI5I63gLLLDax1kg0f4L7foQNVZeEHIrawGEfapIvfnPeDywm+O65z+9d+85eP3y6Yncs39XguCvdyeRGSd+NARYWAteW1tPWgo0fGR9jNK/MN5twQs7wn6/qBDPp5jVaPMOZZ8whEf75l2aQkUs2My3WABFiClCZOZ0qWLx0Oyi7VwgUBf+laASzHJCdnvrTs3gUA2RkuaWRyMVjuEpmpaA8dXY2WfpGQXSVg9nHp8YhkqmWNIzcthGMQdHcjAwlmLEHDZF18EsYCW7AAC1pjZ2qCJNFic04a9xCuXIwH9XDc/n/s/U2zLUuyHQoN94jMudY+H1V1r2TC9J6awE+gidF6Bg0adDDD+Gd0oAmGGQ3A+LBnRpMO0MAQajxMgid7MtO7UtWtc/Zac2ZGhDuN4R6Rc+19qk7pXT1JVSer1tnrY86cmZERHu7Dhw/3tNdrjHMhZCeitOFpqIVINdlALM2jor5H9qhGtzc6ElADOkEZR9IKEYKdUX7ijlmOk5t8PAR1oEOJ5AclXUWhG691pAfJt0F1Q2bvM2OXwBHZCxZlcVhADW8ck6UxO5Uk+41iqCVKI/0CQko4lBLfc44Ky56C1rcEmQFV0jBH76vDSRgwM5umw82izJBtxdUGPDIG/PCo97cVVH6k/P5FHfksh63d0B12HLjf79jfKl5fvwUgUbq6odQToyr0KDNDei1PHGYQMWi2Z9ZwuHUZfzMw8yIWlFrgyjSZx/TM0pPlM+e3Pm9hOrhAcsqWY+NrXSD/Es42l1AI08vKrKY1Ww7dytZQZWRtVhLC9uu1yYjK99l1uaxxTzuajl/80eETa5oMjtCVkqjzJ405bIlmFx/M8ZmZPSRTC2RCAU97w7Jhma28XiTmfecLJZynq6O7Tuf0Q8xDXy7tdpTuBtU+x3Wara8eFwc5W1x/vOj5T3bf+DodeQLN8MU2i05OKaDMErUe2UkLxkh2a1wtfofF98agPwWaxxhorUcXpmh5K0DUI7FL6xjPg/9nBhwBCJ/GUCQ0algrNDWHahcgWEOCAqlk1QLLHwFC02509HgeECFzRVhSVutA1zHtRXZiG2OELuNiwvo0OtS0MDGUSMQxsQVIZ8e0KopaFRiG4/6OI/SqvFtaAJI2NgUUOOzA/TiotVEE4ju8FZTCUohaCqRKXCNLzHo3dHfOB+EYFZGYN4YxgK0SfOp9oCcgv1ds204WDdOxqJLdfhV2HmiNDK2iZDZqsH0Rcz1LweFkLaZEQa0Ve61oUfI0A7cEr4qSUR3O/uiGEc9GVFFvGzYt0Ko4W8PjPHGcJ8bo0NAw3PaNyUMR1NGx9Qo4k2AJTqlQbkBrdN8bFuzL8B+cpSF8FAR3ZTBD4VLgGwBhCeDoDS5kkZVCG2tm2GtBPxrgy0dlB9xrUJ4BfQhnB/PLnYmw9Id76nDasufAYhSkBhFCywsanQVDzDvlD9yjM7OwY+5cE5eNIxMAdYsgmi9AHw3tPKlZWTe4dQwLWzQGxmhPLMv0T7WU0I65WFZhZ7XRB7AJbredAJ0qipPVnXozLIPLhfszsv7/AR0fTfN0PebPPvMBK2QNO5d+CRxjZCy24qcI1+dcl/RtZGkiXSN4MqIBd31iMhFzN0xB+dQvwvr5aXf2ZDUjboR+w9e6t+XrJyh0+R0swhxEggahhfsV9tkiYQRQgmBQA5PAkOWgCUTvutMH9SilzTWVoEH+e93rn/AdrpVSSQwY5qGDSZ+JshzR1MGjW2d0QNJSQt8oBa1TE5Zxq0byn6xuAju1rs9UiUR97zjNwj8TpCQQBLDHG/DyDVwMqIIaVS21bgRyY2KJcIwsHGaXKAMP+2JIm8XPX9IdGniQz2c+Y3VfrvSK43KeYWrvzTHF+tm/GO/ERtJW8g+L/Y/pd81JfY2bLySECQy6R3Vk2Nsnf+5qp2TZrUuMnQv3a+CnSFaBXpzxP8EH+9ngkWoJ4qsjayvnZyaglC92ZsI0ygiu4IvFxqKzNzsfPc+lEAXMO5gNw5zIFkLKqsvJvi7OLEPISQtxBsnTGCXbYjFXzA1b3QhkxMRCUPUsNoDrg8/7S/re1NhB6vjoBBwWK4n/ndma+awIHLG9KRb67hl4stzPDejR2UbnhcR5zOdEdV8TiIB8tDI1gfUII4QBlGiB1siBedDihuEmBbWGQ5BfRrFNSlRlO8TsBMdJqjl+8ezdyRYCAgDJiT2dEX7GEvXM2lNdXU0ik4kigBSoZWljovBxHhhZWzPg/vCw5hSxuCcazQnoOKJrnQOerXY16uJjomUrOccEBUUXo+zry3kduekkoJbAoBmBPl+IFCZEn+s/nysw10qi0tfMiEKiBltJ8xSJzdQBH8F0YYme1h3WU+g+6OeSDJgRz9yD7fEXdkzjKXhqHd4bWjvxeBx43N+hys142yrqVmDRYae1GgFGR+1kk5ARN6CjQISZD9UFYuR64OYyYZopyjnBvAQH0vbOOZ4bVYFLf5IzmvYnFmdKzfGni3+PyJzm9aDAleWv6VC5GL88NYgsssRZ3LJsXmAhK3SQS5mkXB2dvPa1pp+OXNRRr17qNm16ruG1KXP8FkjFz9DcJNdDvtiifJlcxj433Pj95ZLmtQuWgymZxLh4zrIciY+bfGr+aVLN51U9b9xyGQ+/OonJWMvRTgcZHw7/4pv5IwFuX2KNonAZYYJ86saM3tHHQG82dY88RIhbZ2fH1hra2Vi61qjhcp4N7Tiph3Q8MM4jBOnbFKX/cwSLPh6ZIBE1rvnoYjiUc8XOjvGIoF4UQ9nZS11Ro317imb3KEMY1rEVlkqVUrAJg6j7eNDHMofbYCewMVCi7I1l8hY6f9x7dO5jiSJypZSiGJ3+whhGPaPHieOdItmVxfCcL4X2wOGzqYAMhXqJQIXJj61IMM1X5x0LZpu7YwtggQEHN0gygB0QRbOB0zpMMJN7KCtpcvU/ejsAMBChNvLA6BSsZqBJBoSmnxnrJ/2Sbau43Xb040QP1vzUn1MyvDwAY+6bZD2NwZIusdDEKQVoDTYM53niOE7srzuDrELGd3ECSS/usYecZA8LCHAXJu7cPQA52l5fMV5IC0Q5Ru9R0gGgRGmGZDlP2DYB3A2td+z7hixTVWHZ11YrtG6g7IHAvWCIwMIvTR2hLPvL4GuMa0LsOdwhKzc62eZeUISdZEVQTKiDZRnUs2vyGIBKfTbZM8BnqaTEE6T0BVkKRYAuzrJPJGE1tErAZ0WNpwKRCgM76NGFJ4ObSUZhXKiCPRPXsbYtSkpUwWfihu4DrR9/x5bk3+FxjXVzf82pJBc/wp9fv7pKj0hOGGq9QUL2A6DNy3DdE9DV2Ls9mZGXI7fcWTK2YrTcgzXQqMk4mT5G7s8RQ/qyQxk/sKzqQzz7YSgYGmQsl58dNshlgjoi/kTSmb7kjA1XFJM+4KpQyYQbApwxLI/RZ6nnz9lDp69U+DXcQ64E7PQb0tnirGhxkBSwxnsFIzSVPrXhAFz81KSj89nwfPEV0ihkPdGHZBOEApVgc+fH5PuLZFZ1YQFKHgF1NzU6T4Pdur3gKkMzAeaw7+6YotfyMUZ0f56/c3iX7331xb/mq7l8fBacExL+eXZiVg+7/XQNmcy4XoTnbfATErScz+TZr7zed8acyyPnez6CSHNdXP75ucfPBo9KqRAw4OQHxqJ1gdRr9jQcd0+xNAoGKurM4l+DCJ87YGwQpU9nJnBOSHQomQ57astgTQyiwUtAEhLlTqnZwbfH5hGlAcZsQ7dO5okA2bowKchxMgAMsMUsKHxRE+nJ9sn2updpNW+V/zVcHzfmJLg+s4+0zeAmBHhGLSR1bvy9Nyxa3gpMniaXCBCMIZNwllKDyhHCqCxRuJWKFCGXKNfINqxyOumGSm0njj9rwxNlnWCKA6QOkxmgWWYia0m4szRQdOkJwWgUNTZqZul1VhKVLGPxFZwCAhO9GLvLgpojD7i1mVXHNMM0KMOS7ZXtg9NyZL11BnAhlukAil+msq9Pm0Y1xuSi6bTYQYj5nt9TaNFmcJaURVlBKHJz5d+z0940KJcjP89MFlgWVOFSK7ZacY7J2w1D76Fd69SN8WuLyr/gw40PpvUQKH3g/rhDo9xz3zfUrcB9Q9sa2sbMcmkdpTQ6xYWiepoaafG/EgFjfBD/SeciJ6/SUfIngevcxsLuqXPtQCDSL1jO8+vTZsHXHjVfEZ+XDjpXdzgUYYdcjK1JA+ykL8QgSWLOz//G5/N8ea3A+lRb38u6znSK8vq4xjSq1ZzMIy2xjiIRcLnm6aBBPqzNy82mV3a96djQ/frB+Z4r2JUb+eX7PKW7T41Hub6XkUc0hZBp83ARCiQIzc95tmAfVnc6Lv50M+sS8x7irU9M6umPxPqO4Nwdq0wb2ZUqwKPRo7V46B6NFCWObOJx4DwPHMfBErZg6D3i6/5+x/H+jvH2xnK13hco+xdw0FVZDNQ1F5nk6Y1t2SXA6NbINIaTWQNk4gzo7uhG5o3YQCl8blq579fHgECnqDY1/UY0JFFsssGG4bCT0gPl0rXNjJ1tzFgKvknoyRA08tbhZ4ONEdlRwRgn3G0GIq4lss8eJeg9OniyhKrUguwwlOLro5MVArAD2uxoG9Vl6fyKCno3DDikCHQj+9Bi7mfy0JzBRmsNW2VZw2iczzZGwl1R/qcT0HBxoKQAKhlG+21Hf9nRz5OJp+gWJFGy7xHbjLGYTOYUg62xzmaGvhT07ng8GrRGLnkmqhTbtkFj/N5/96AGZswZNuULwKUEqzMANyjFnOtORqYhfAgJxrKxBTcbuWSZGo1FjzUsbpAiGAc1R3XfULaNelmsiYSjoAEwVfqTwTwKS4xZUGuXEqekF7iENh1monkaJQEkJBREBYgS4wQzzQbQjbIQde1FgIeeME80pQwkQace9jBkNooSSNw29O2GPjr66NCmKAiJBGMnOxU2aTFgNoCocY1lIwMsy3mHJ/iZdtnw2x8f+H//sz+vRiNXcx3Dur7/Yn/P/Sy0QW21Uq/Fw5+n31OmhiDfM8yiRBVrb9fwUy/+QyaA5XIhPv9dABCw5p0MWXsjZAE1DhJunmJKIMGH5QczcX6NMdaY+CwlE3bKoWuR8VMkpqa34GufTw+eSZk1rtyn6Q9ed8tr964nN+A6DnluZcMcB4BSYbVAHCh7QbUKa3w+LivJ7841uaoRVjwgQhajCMiCvMRoBuXvLpeTPpAGUG6enVoNHvtSqSHEP+PenEOhzXp55jBEqXYk4tOZ9cuYOvBhFOZ95IBdQcI5fhcfaj7h+bOsn6/PbYZ9l0qsD9MjZu/ywedpZmDH2DLGbkkVyFpocb/+9MDT90vJh3V9OW8XqOQf5CXX9a5P+BAU/JHjT2Ie5XOSeAj5zBLAmGioEPKZwtkQQD0W0gW5Tj0joYDeWrOBlCLnnoVgF7MopVzvMMSxPQUSE220Faw/DRHW5BA6GT1o9RoO9BhjgSYKWhYHIKRg1rI2yGv15IguKHSgnp/AGiuJNvHpSKYezvN4SxqOjIpigo7RY+wd59lQX27M5uESLjmdgNyEBRSzdqfAXLY5FPh0BnMqZn2z+WViSmYIDfst2v3qurFssuqxmQ8fGNZCzJK6VlLSuaMIogAUmswSE+czm2V7+cyu6LaspERRjqC54KcIMhlMOgArG3w8wCwItZJGdL6pNVh1aTzXNAGiZj5j+swOsKQHC0AKMC27g7jTgfdgjUEkMmC5JjCDN7WG1iiOt3DRyNJy5wEkOsBlmciwyKQu6jg8sz28fnY28PlsAECGY8R1pkETAUsSlTXOIgJxCzr5X+pxWZDWgX4C93c8xPB+e+Wa0hLMoxrlIYVlGaBN0AAeNZ9jnnkwy7vbDtl3OlPAFAGkkCuFthfA8HFHkucmHpGFmztITsynID0cEQ/H2wGE0CMgSwIIAJxzV0tuiPKkCb0uQy7Xd+EOhdMwI8H5y3T91waZ95B09VxjV/BSlK1lRSpDFsmgUS/XgrnZWqwF5CdeHIO83snYXJd2efKOC0L9/II81ZODmqVz1zFMuwYC7zVtyWXM0rBg/Tudp6/s4gkaTncymwPM27s4mxLt/UKkPNz5ZYfHgPtAdkChEHaIYbcT5/GYpWf8fXRdG4ZhHaMbjoNMlPNxx/v9jsf9gc+fP+Nxf+Dt/Q33t3f0tzeKZBN9mvbvL+Ege/e6vy/XWhTUwhGCy2YdfZxwY3b4PANoLAIpijH4hFUVLZ6kF8ArM7tb+8ROoOaAJWeQZQM1gufjPClUWwo1JWLf6INlTb01DHeU76hjOMZAvz9gR2PiDECBw8DPsT4wpEVTDE7nUgRWuBYkNC7YgZQle0tjJB16MmcMmTGVsJ+6fErwNSoprgpstx0oEg1SbAZKAuDbbz9B4BjHPXQRDUXon/Rxwk/Dy8uGvWwQKPpo0FphB+c7ieqCfdvxYwjfe65tFTKigwntMGwZIKUtFmC4oZqhbBteVVB+fOcej5C+gsMLk54bKmrlvb//jn+3IvAiMBX0YN3LXlFRyB4bRiBn21D3ilorRhFkoCGq1O4BsJUCldS6omi59YHRGisBlC2zPfoZNDNssfdQe1LWlrJtGGbYRNntrhT6kAEInucIBy/2spz2EQoksEAbmtuXzL+ZR2e4woYSvTPJq14CXHT0QdbUMLKua8nSmvD91UN/KNSHhCw0OO3X43hnmaI4utLHIuO6Brhnl2dMRlUp4YuB/p+D9tNtzLkLAP/4n/1r/M/+t//478qE/Ds/eu84Hw/s0fYd4afkc6W76rOSwBCMVgcByBnQxrNW+kQe/knqSU0bmT6Acg8WXBLqwEryeO7/dvHBv3JEkilLUnVtsLz+kM2YvgBWDIoADvyyN1P3B8/J1RyHsG/SbDaouepffUFOARbw4OvnaxLroxdw9Q/kco68Br4o7jvkXSDAkFeYCjZpuAUY+hBDPxYIJKUQbIVEyRimv4CQWkgiQ8oDZFy04tTli0zg+uWFz8kppt87uxgPM1TZQuszyuBCqmWMscAjESDsSzMypRHJCJb7YerJXhNxUxIkbP/XNZBzyOKZu6xBzlEWzPll1+eJKHMMF+4j3iDzgSVQGedIsdF8lgGwmjmk1nWeAEjpD+vFN16fkfPEv/j05ZdOcPurx/R4v+Jx/vTx8zWPXKN1aZbO5INCgAFZmhOQj0anrBDYykzxlUrIxc9J6ABFpa6UwScQKUfZMXoGBTyXiUA13GKKibCbwgUktqujHx8gInSWok7ddS1Ui2xcglqOlVk6zmMaF7sEaPNBmQetOj8vFDdEcNu3izHNAIZZkNTEoU6Kw7wBLgFKRZ24AQNj6hdkALRYP5G18YF0DEXoeJVyg1tH6ydL0QqzOYoN2RnN3NA7KdFTHLIAZycdmo4svj7L3KfB6e7YAjTJzFI8Ul6Ty7NWT84Pu2xKtpzUDLK4SGNexByb5YN5mkusmDoeI0rSpvNimb3QsK1s79q6o2x7PqBgTQUF3R173McJByyux5OhZVPw3C3ZQYnYC9lFsuaJhfjsOFs8T8ewQJclN5Mo9xxkSKWWUlJ8yRSYk3bGZdeSzjk/AABk9k1x8VgWAkOp1FzAYCng14LXv6zjgiZkd6jHA3/7+R3vv/4NPr99j8+ff8CvPv8KpRR8//33+Pztt/jmm094ff2E15dXfPrmFe048embb6Cto5YTdavY9p0MpdEBqdMpIsWVT8TT4UaA7PrhecRc/7gliAjsGOwcYx5A4do0BTzXso38jOWwgPOghOB3AFUInbpSorY8bDdtWzpB4SBddAM8dI7mefJ+ni+aDuWIfO8lvUaHM/SfQtQ9DwttNiC7CXmA50sbYP57BeGcAWGCNrl+15GMzgxzcm9Lp2DtJ+th5Oddgl5h4kWns+kLJ7qssLk+HQzeQwT4y+1+AUcqXwF3I7GQ5+JnXrq1ZCbYxswKj8EyNAJE0cL3uOP++9+y86YI+nHgHAVtsGsXtYyMHdSOA/f3O+6PBx73O97fCSK9fX7H8fkz/O0duD+Wc/8XZFbIEqVTyC5mDF7powheXjcUpT0vSl/gbAOugjKU7GhXVKEAvJYaiRtjl9DQ3xERsk8G4D3Zo2QbJ3hYxPEqHVBDsRM4HOM+yBb59Cu0PnAeD/TRsdVXFC0YveE4HrCzowK41QrdNniPgBnZhbFBGlvNm5bp0KeOB/deBnARzXPv1R1VbfpLY1jirag1knkeSa4A0Xyw2UUfhnoTiJfQaWRSaNsqtmDXiFXY6FFGFqGACzxYOsMdEufqJ3V/3Nj6mKDoA1DF6zev+PVf/zo6pLFkrRt1qHZxdCMQVOtOTaGtoveBUhzby4bb6w2/aQ2qhv22Y6sbpFIjbzG/6D+VreL2ekPpZWpNUstDUXZqQfpx4DxPirBWBSpFsi0CJA3Q0ROtckz2R2qUWTC/3B1VC6zQd2NHWYOrQTXE2oHp2+Qxgh2kAPeBWNcaYu27VnYhRnT6Owa2CpxK9hXt+fWMBvM2xdKLFDJ70OGoLP0MWYXRepSGCUHJ8JUgQr2UvUJB7Uwm3hwFQJWCUTds2y1sGFjeaYJRKoYPlACpgPCjLtnJ1k4ke1eU/ioEGG0sUOIrWjf/IR///J/+Z/jhb3+L/+5//3/4/IfL/aaPT+kNh+uzVg2Qe6ZMmwhw3iyNN59MeUupjtjIvlZZYD7mOZ/31TwycRpgZfjnWXKZb02ZkASMJ/slfXWsKpOMRNM9yZhi+lfxugSOPgbs1xD/CXx6Ah7mi+FIG4UVR38McuKcnvqYT1UzeY9YzKLoUKubAE0v4yaQreBl/4TROooNyAjGioGs8w7qiAEoWzRacjI7JWRYKB/LOHSAIHBBZeMGdbRWgLvjPE70MfBSbsFeWg1ngIxlIvEoSn08YzMGdiEXzp3ZQIl7q1ef8kECCyd5+c8ZWi0A8jruMufFFZ8RgCSTp2dG4D/LWj86a1d7mYBgQST1n/6GmJvpg34J41wZRPngn7DL2FdnUvYyj59ft+bEjEsvv/tTjp8NHvXshmYZyOh0vhcSOZMuKMCsdaSAWHY9AK7daXKhSdzZqnmNQ64gSwAC1uN7nsOgKFU4iXLiaQApoflKfSCNyU3H+YiNkyJ+EQhJZPmizIeMJCX1z5bhq1t0x8mN3ymymMcYdjFMC1XldQdDyVNQLKjbATyZXgRlo3U1kdXkhxPAqdvrFAFc3VsYfBUN5lUIhfUexswpoOkh3GlRtsZ7A1AqagHc13iLCG4vG171dQqVk4lwASgAUlEjRqs1hNYCYMuQJyt36ehkx5VLl4VpPGSxbMJByQ40boudVERwC+YHEEBjLnyAqG3cdwIlQATqMbb5Bg16k85dBbNmNzeoQ8KhOG7ozWCjBeGDbWlLUbT2Pq/9p7Ih7lEi5ja7nfF5M7BwY6vcvMYiJcZFYZjJPvR2zuxiIudL0C1+G4F9Zob6GBHkB/ob2lfWO1o7YH3g//b//Bv8Z//fH7567X+RRz7HdgJuOD+/wVIkEIK6swXo1OsKEJhLoqDUCikFW62zKwmfKYUKtSwnyEBBcxMgO22oKIVRxeHRmW+uB2CuBzm5PooUlCoBgtPR0HBQhmXuRFCmaDSpwMiW8YLphKTjIYVgLWvZg3npFus+Hb24EPDep2MVdfWuWUJ5OQRgdyAAlazI8uFczxs6gc2L6sXHk8V9XUGhZRQkjETWhQOOEqLajgtbKb0zTwgpnMeLfclPlBAdXlmv69TxaTMvT2o6FPy86WF/6URez3X5ZA6NrN97njPHKaLGj+dwZ9nT6EwiuOHxOHEedzJh+kB7nDiOFhpzjrOdOJribD7ZSK01vL294fF4EDy63/G4H/j8+TPu9zvOHz8D73fgOJ+Bo48ezZ/xMeDAFAE2+HBKPplDd7Y2b7tSZNzYYarZIFgkCJ8p0mcClI2+hMGjdEiBwSRJKVuSJTAU0VmTwBFLswdsNCaKRFAjIDvuDXv/PaoZcDb448D7f/4v8I/+0T/E7eUVP8iB+zgx4Ki3G162Df2k79QtkjvDZpkD9TVW5o77l0SgISy7A1BrJLWUyb4+BmwI3ENjMRuMuKP1AdMLM1MiMz4MtRRAFXZpwUyZI8M4OxmUqtiKQjbg5gXv7w9AAxwPnZ1SNBqPDPQxAFWUfccOx7a/QAt1gOoe5f19AMcBwGGNPun2UvHy6QWfvvmEsm3MrgeY/e333+LT999irxW3777Btm04jxOP0AgTN3x63bC93lD2Lcrs0xd0DHPU247Xbz6hnDvw9o7eGkyAAcPdOsvQasFeKJs/k4rmGEePTnYGYMCM+nhjsCxsKwUd9P2yY9qrFpRS0dGxslS0q8McroqqgioEA4sItFIE3QZC+1LIENLUsVyMAYfj/njHeZ5oWRaJYDWY46YbtvqKhh4+os61NHrHbf9EgLKU2UHYXTEKy3O2qhMcZyzK+3rZXnCizQSgO7VFtQ9oGYj+ItBtAfRmhuM4ULSEfyvYqsA7MLyjz8Tdn59WpEAmKGi2kqSpIfWVN8S+/KF8RlL3lnFIwYdY7xJzAATrCObRJ0o5C8ZtimTcLEJAfszaQ80N3h2tM8bS8BzYMTCA91rQzvXcGOD3ee9FKVPgwNI9/RBt57V8PD7KP1z38Jmvc8dVr4db90oC2WX7zO8EEYLH+fyDXxUyTOv1CTgJWAYbbFAPgFrBxKDWnfuKAV07rA3YMIgDe2HcOAG46z16MpTS7/KZ+Jei2MotpAckgKBMCMhlDUd3RTCmgqZPxnJoEUB8wKMTJAJsya7Gqi/I6hmxQX04lWCLBSA8Qs5GAuBR7kMYBhNGYHk/7oJN6EN/fN5fBQEv4/Hk30Ws5cGcffb9ns/hl/8+je+HT89XZ7lnXpN+UeZ5PU+ee/09f0U39cpf+sPHzwaPRmgdcMLG4ikFm+i+/AABAABJREFUag4ESJCtSVddKD2ZXPCiy4AgAlob46m20kLryKLLQa5Hi0mS9LN0kLPW1sxDjJKOPN8kQT3lpJZQg59AtSyjmNRE7wPeB9SMQY4AmwxocbgYIIqhpICrRhYM3IBrtM+1ke0oF6SX4MiwoORKGmObApc5NDktkzKoUUrEbH5k8BNhDDCL4F4HLMEu4kwCCRSfnVW2Qlpu7x0tqINw4FPd4b1FTBo1yqDzqqDzV192qPAeRwQrA1k7moJs6SDWKSA+7xFh0CIzueK5ZXQ1BPTE6RxrKKKpCEZmLUJYzMVhKqjlAj5djaz7nI/u1+x7LtxcKIuBlDoy67kxpHQHEhPOsJJC55WbqXfSDvvAXne4j6kNsj5XYENDX2QAYNlZLZVAUhhHdi6Iss8MJmPSUpohOzU5hig1C+KSba6NdNy5DstlYypJM89xmGuBgAYTeQuR/uW4HMMAdOBxoJeCe2XHta03bLWi1h17lGsmeCrCFty1bFMAvWjoffSKEQC7UTwNNZyiCQgiRHB9oFwQ0Cu+kl9FF+uF4o1sJZzHLJlKQCMDNCAyhuB69RFBV137VLwtz+ZOoF8QzCPHBIYY72ZWzieIO2kFH4+55NJ2Xboc+cXdkgKHzhI6OgpjniOxptSfKwF8zSAKy8lyITl77ksAZqcyj65BNEaYGT+sTfppTAGw89taU7QVK6Be51gHga1LVlWeH66sb7/86fJSWgMeqmPul0Bo5NnA6NS1CeQ6bOmgEPN54DhOjGAknO3E2c9Z+nocDWcTtM5S7/M4cbaGt89veA/g6HhQ++jt7Q39/gAeB9l612AqnOK/lMMiOWUhquwQnLHnFg/nX8HyM3cM62jngfJCQIW69I7eOlsSawj8auxCjtCoMki9up0BrEbyxnpHR4eNzg6nUeajLujtHefZZsejfd9g+xZ+RaO/AqBAsEGx1w092FMWVHrpgg6DdsVeK85vef8zgIDMPbaITY2hAjJFRj9RS2GbeNMo517sBCD2tmjl7nNMB0xqBI6xfkRhY6C1E/084aOjKv3VWgrEgHa7wYdHIMhx3go7rJ7WIXWQKQbBp71g314gW4VsBdvLTpZua8AbCFA5CICDJcnH40R1LD0foW2pRbHdNtRa0W2g9Sgbk2BeKvD66RPMKMB9thO9MYi9fXrBt99+B1NA1FFtoNw2lP2GAaDd7yhbxeu+AahojXoiwwfO+x3WO+ApMOxRgihAH5DwZwsQnflW0sDC/0nHJ/2RiYUrtaVKKQSvzOF2oPmAtegeCoFuFbrVZRctwIXpb1HbjuaBvuUWidfNN+AA/BwoEHwrL/j29RV/c7xjv70EIzVLpNq8Xu4Pq8OeDK6OshXcZicF+jqPE2hoAJxdVLcaz4VzvAVDfNsKIBWbVBRQ36qBTQBYytn+Tm3Ivx+HX/bQNRncIx7M7nn4ElRhvPJ0Jkzn31fgv14ugAKtj+nbfzhhJEJ1xk35vi9eewnex+A6qsZqChFFjX1zXIAjv1jQTBp1GyhIeZaMQVd3wut7k9lfs/rk4jN9OaxfpIPm9S7wyOffvgYhXFV0nk/NeFkvbHYgpUMcogUv33zCtm8YrcFy7Yqi594SAo6pRTdAgscWOsc5DvxaIttpiyXs9BiDumGq2PYNwOv0u2otgGZXN522pVT+aw6CypFUcHO4nfj8w+/w8voNtu0G0UI/0AZeq+BRv0EHAUY2GCAjbh8PSKH0AaJhiZtHMyid4t+LdY4nltAfBFbC/7wCgvM5pD0KlOYjGCRASE9oVJR8uY5Wudrzkb4FhHrB6bPich/zcxJfkMv5J3D0fN1/7PjZ4FG2Bi6Ijj3igDm22wudkJlpDyBBdZUbicxFcGUcJcsGPvu4xcOKjIUDcF0dNWLQw1WfwBHXmU0QYw7SZcHEx2MhGMLACIhAnCcaQR9ewEMIOF8ewK6O4h0Y4aBVxZYbpxClZvCRYxedz8JZn3SxuAvz9bt4tGTgBpuI6/ji6LgGap9jEi14BwNMIraUMszuJcwEGVBJ52WZh6LoRlqh0aB4BBYzSlTQoRNFN8NWwYUe4zks2GihQSRaCQ7Zcjw+iswZFoLNm5tQGF8fDnECZknRJDLP+eLOOeKBJpeiwaSJMY85tsB2ZhQ5N0JPIeeB0IGZJvqJqZBMHl/OiDkqZNKuxQAMQY/xJ31U5pqgo4TL3CfopIUdrehbDz6/DLKVAuEQjuccOCzjtgw05nyy6CLjzjmkyHHMLA3niw0yDMwHFI6tstMCk7j6xab4y3E5zIHegOPAqAX3uqF3UvS3fce2h86XsMtRrW21LPcNotww++jA8YBVRwnpUT7bYB8FJVYn4BMaPfloHGvOAnOTJ5iZjDtMoCVBnqtOENL2AU/d1sQEhoEaHXdmuZPTech5VLRMym6a1ogtJgs1t9yVJfvpDVgnAjRviUHFLCofBDaRVHeA4ItP4CgMUezktBGzNS1sDogbpgMzqepxDPN470JxruCPrF9eHAr+XeKzruPJ21g16+so6zwzyQDWgudH+Lw7QGZPkzA8mHbpeh8aji/CfHpMhnSEMjjtfWCMjrM1HK3BgpnQQvfvbCfcHcfjwNkVrTtaaziOE+dx4scff5xlaima3d/eCRq1hg8qjX9xh0BR6w4RoXaU0d7XukHxwHFku/qB8+h4PA7UrWJ/vc2SMzalKIAPiozKYnFnFp+lzQx8fSYGLgFQJl2A6ZMR3CYgdf/8Drjgtu94ud1we7lxbz/5/NntK+bNyaTT7eUG6QWtjxkQiivEBN/ajl1fYAI8zt/hHBXSd5RtR5mllQIpFIoeMxBjeZL1AGUCQKhbQQc1J0VLOMmOs3eeY95TCIuGPsYI3UF1wEJguwpZVwYKcKfvpbWiUvl7BrSmhipCgKIosCn0tqHUCnXHUGD0FoAen0drHeYPbG7YXm7YauF7M5iATHtKxieTYOwz48y8h79Tyw3l5RZ+ZkFPB1+V7CR3aK0Utp9iw7xPM8cGQJ1fFgFpeApwc9y2G0s/wuWzAPq2bWP5vgCPcaK7MeAURMc0DSHqwvdrsLZMpxyBj4EBltOUsp7NGSw1nou+CbQiq3CfSrHj7xo+lAXQp1pQtOB2ew2tUoUPlvwPe4GAQuEqOwQDRYxd3dRxPE6I3lG3pa81zOHHgT4AoDOJUZSaUiIYLZKz0aGwZJDnwo7SlqWHKfb953WkP/3VwDLd4yQVfPhzVmhcf14BOr5gzKQ/q/neBE5mopNO0MhYClj78OXDU/ONl+iR/XX0k+WjpRSyxNOPxrOeTZx2/sbMQ7tbnsZB8qIvyan0veLCfyZ49OH3DJrj/zavcfkdwLW8P2PhjHtTw1cA+BiwTr9EVQDfAGepmWokLoWf49GgaoSUiYgEG4hEhQFDRZ1yIelbrNg7nT9BEUF27DYVFK0oSmJBvZGZCQG0sPkTs5cIgI4gb9EKKx1ofAb7XvF4PGAGtHJEnLsRZN52iJ0oqNHsJcAjE86IaB4lGQtNpvklYTvnXIx3JCfpPy/j9ITtPPmBlyeamANWfP/xmIAOeJmpR/tzHKc8vYSY9px3sd9nI5QVv+a7Ftjrl7P9XOAI+FM0jyRZHTO8gGiZXTSKPtUocCOPUgzHZSE8oV0MQK7aEhIba06g0B/nA3e+KoOfhaL50zhPtO3DQHjEDgksZSlcdvsiAGMzS1FLiW5IeVOcXAoGFoiFmsF2b2OyhIquLgLzXu3C6HFuOOkExaAShMmABhEIhN9BjQqekPTdvKYZHUxTmWazaIXLwBjR7jFiJ76izM4hIixfgDmiF+J0qqTqVMM3ODtfqIbo7nJSVUo4UYVLMRhnqgucSY2oVI5PvCeR9lji4RiHUyoxdpbq+54We937xTlew+6zTeIM/MIwZOY2Rd+yPhtPI3h98nFGc/gYEKnztdl6VrKs0YxlhrqokVn+k9QoCpYraYxaJkBF2ICfVUTA1ug+AdJJDwWNctwcv0K/hMi1IOt8tVzvC2S8tBHiqmwhXbReur+tDfuX4yuHO8GjU2Cl4KwbegO2veL22HC7bUFrp9Pctg3tPAEYbBtRJkuwqI8Of1FUcZA4rOgZSAUTCR7UcJ37UACCiJLfBBCB7Mo2Rewve9ACkfBkhxddbzkn/PhtJgHcBUOwAiCh42LpNMiaX+n9W7Z2vWzEcrkO+FpXuFwO1p8voI48Ae7rNfLh9TEOQAiWKySVWmcBbG6Sz3NcrifK9TNt7LLJ1xcvVuD1BOmIrvHC9XXz97LWbz7D3PhyPPyyxcdYrP3fLz9cThf74+zUkk5tPAFzliq31ik62wkena0Fa3bw92OwdG10PB4PHE3RuqGdHcd54Hgc+PzjG1lHx4F2nBjHQX2j1qgVMu3qX+ZB543uardOsEMkOp8dUW6d2WDa5NvtRp2ZMZAdP1MAmc53uTAGcz8ZU8cK+b2lIHp2yWWgVIuQgRwl4tttR//9j9GAQbHtO263DW10tBHzWJUAhHHeDBt4/fQKV4XjnLqRmXQoQ1GHYMCg6PDe0P2EjxuKVkAKVCsUwK4FZ3c060x2qUCkwEBmgUYg/+jselbDdzM3JrTMGBRIMg6fj2nqjGMsGvZr6nES6NXsyCWKPfbs3juKFpTbNkt3pRagVnjp6ACsNWy7oKJQO2wMoDfc3KAbWaeTZY6LVIBTH8Que3gCDwbn5yXLOEr7TXwmpaDZuY46iNnNbpbMGwEcLRVVFfaUQPLp46ZNS9ayqqBuDMaGG5pTF3RqvmwbS7eUrbZzgC2SCyN8IOe0YblzrZCiOKyhMXvGEpbwn5kI1qmBlF2qXCMQ9aUhQtCf9nC/3eAjn62HlmUNW1phtoEyDqCshDlaeedzLQl+FRQ4bp+Ax+NAt45qq9No+lpnO1GrwrxEpyn6aplAzRKav7jjuvdnCH6Nx7B+nHt6JifTp3iKt9OvDt9DFhgnJrOEbTYtkux0vbwNiFya1cR7Y1/PJLxnpUq8XiFM/iJiLyTrbl2cIWK3jBU81mnu05e1lcBW/v5rx08F6yvIz8j46q2sSomULkDEsaqUIFk3LdPXyDUmWiFO+yqRZL4KwYtUaEFoC9Op0LS3o8MQws5B8Li6OCwtvLDFUs/KOXoS7C1q7Rbo6KF/NS5jivANaRtqUXRhp2vpQN124HEGu7SjlIFaK+pGW2luKBixHziYZNMYt5JDyGgr/VeN+Gv6Xr4cycvxEaD8yd9/cC+zucqce/lneX6viAe0kP7hHNovEo8Jyl79eYlrd4+5apeHE/54nsccKxEtX2c1/aHjZ4NHpSpGo16GmgRVlaKBuyq0lsiC8UuVm1xSXhMtnuQgz+zs8tWBZCAlCOBsr2i+FM2B0MVb9LZFV5YLys3wSdN59iUcy9KpQOmCFZSAjTuQnQIoRBmba0ZiF6c+IzOPkqOn8bpmmd2DTUVAJZ+gu8PyPrSs2eQzhAsQQmJTDNMc5U3X0oRrFkfjflZpXBjiENw28Wlg+D/OIK0bxFKDikJjmYHRrUYwJOyskjWvlumiOjt2kdFkUXqYxiSudEa0a0vJ1r3wFF+kE9SixCI7941GBDtL0RQSzgdmN7hcdrn2c06s0DUqsWeJZTzQkaDNMrxXpHj+1qPONjMNAYC6IGpN6fC6aNTg891LwDqMR6B4ucFMllW8BqCOQYJmOefCBjOLYMyu4YI4pximIzdoRdZT57X2bqtuPQBF69R4MF/A4S/HHzhskF0hgqGKUQbuNwJH+16poSZsv123gsejxtti41ciQVoUtYVAe8lufJfvc8MHIE4dpIJlQ3KjS5Aly0MJRnwJkMzD1waWZQPXV1L7rcZSlenQZdCiAIFPKs5x88mTmAd5zxegE//LZEJ+4DPu7yEMG6+X+ebYF/iXBKL5jq/N07AtufY9OzTp3Hc81/DzkHzhL4gkyymvOb9fm/u1C93MpsZ/CO07sr/muvH1/cSe/LL+Q4jSxkqqzPGY9yBP51il4VmmF3uoU/SSygHcB3vvaGfD2Rt66yxTO092YDJD74td1EfH4zhxno6zGc6z4zxP3O8P6hw9HjiPA3a2xThqLTMFf5HxVB5aK7oZ3KKs2S2ClNDgiESTioeIsECKAEgRbXbBUqVuWikUbJbQToAZ1AUlQQcb/Kz88kYAIViERalts5eKnMNatslUGWNMcerH2RgQBNBEn4MlHKnFRBZK4QyVMv2v1jv8Acitot4q3IA+Btp5oNaBbb+hSkVxR3WBDOB4P7FvFbeXHaqKgULtCklme5SZQpnUS/2IKAdE+HUj9DkSdAMKVMiOtsHrb8lMVACQCKLYEbFCYbYTDAHPia2E/iGZNKbUlTKRACIoaj2MgBYfvuIlBMDZpjp9HZug4UhWNchwz7XiwOzIJo64foVu9HvEFOjc78fgvd22G1SF5amgdlDvI5iwis1KsKNt2n0zg3cDSpn2WwKodPdgII6pqwmQNVcL52Me5g7r9FeakbUoAkpbbBQQBwRvxyOGRmf3vGTQqygZWMitzSFaydrvHmxQPjMzQXcEiJCJ1TTGMjsvmVmwKzSYdsC27zgO7rlFN6huEBV8+g7oiFI7NQg686hQwDvgLJlTG8CgXTcIG1Pk/eqMl//sjq/utNet7GNw+9WTXMCcCwkgYZJ0ZD18mky8+mUfScAxD8p0pNxFfLCx7G3GCzGnFQnI6iQ8mAchYILJX7ljx2SdXJNw7gjgaM3b9K0Qv0/A9jJqXx2g53yWf/j38u6nuBcTeysqMKe4/dSfQ1r59B8UWnYkm9WdIKmawEyA0aFlh6LOrsBwi9LESISLR3dhntmMD1HcIEqtPpUFIBFgRlTmJJgUcWsmJaL6aFZTRNyr2XwBRnJCqRDdobrD/SBjEAT+973OGD/vXcJ/RsZDARoh8AALBzUTk3BAKGKL5HhfXLX0guPJXHybsOHz6QmJC56SB+GnLwJAgI7z7TLn/Md5l+fP+C0mwYxpUwPsyZ2N+WYzXgavZ15zsuRiHs2PXPjLHzt+NnhUIxNGbcSB0cPxqC+AsNU5J5enfQ9afCfiXyODFpPH4ETFshV0OB8Mph2pUbNyppcb9NDDmfTtyvKLHD0jeuwbwauz97nQ3Qa1j4pwc3aHmgYVlg5EBvSkNQYF9xLwXJ4QA2/1kDHGfO813EnhMgGizGMFH6LsBqGWbU5tfbYWqDSOWbS6T0CnlILRLmK66hOUKypTFwdGB/S23UJvKbpzMfUGd0RnNw9RX3ZloTEFF3cIAKNoOCbstuRgcGxQlFJRVBkMxuKb7AhcDS7R/O5faoc4EtlnpOMj1O3DaaMGUgAxI0oBwS4JljotlpuTQLEE9jJLwTGnUHDOxREi7eFHXva3S9AWv5sOaXwe9aQItJVCqqg1/vzMGMJc4CoD5jLBo6kVpiy906BnT52MeU9hQCzXmXOuX6LXUhXuFFFXqVANQ2jZmS0yl+5QYQChYDklLLuwJMPrl+MPHj6A407H8mXD+9tbaASFrfIsDdHQkmJ7Wr3YlVILzvPEZgZsFW7Z/S9L2QqZgJLOBQVBn+y75FdQ6LFAjPjhC5AldcMkaa0XQAbIvSeBWaetFAZikiAvXRZkFzIzw4hyXRcHLNk/mKDTE+PH11oFECBLbtiS+y3/PjNZsRivQMvXHo1ntgmx0a5SrgGbTkx6v2mRF+pzOe8TWIV5vx8/+0qx//h3Zc3Fuq95rDK6rx6S74n/iS57koSq/OxIHIxhoVsS6zhKsS3KeMagMPMjRGrbeeI4Os5HtNA1sieOk4wDG7SDNg52TWp0Knuwk0YfcIohkW2UVNlfAOgIKB2tkTWjEi3DQ+/u9nojUNINYwB138I+8Hd1L7jtGxDOPiuYI4gxruNhA6/bBhsUCL0mmhBBRrJbsmwgn9FxnDjPAUWBVJYrKQw/fL6jN8Pt0wu0IgJl/uuueP30irfHHcOcO21JrbAozW/0E7ci2F9vGD5wPwfa48B+u0HLhrrx+h/HgSzXkpIBEQW0e2sAXjD6wF5eUYRjuIui7IVll2eDo0EqfZTWG0pEVCxvUlQhADNGZ4fdmeh6Xv8mgBRF3TZ0MxS3CJgE21ZhRTFKiHXDgRRkNoMMQ48SRAiwT4c+/FzT2GMTPKLPnF266OR7+LcF6haMaE6kuhVs+47sJjkiYVsV7DBW2Ip+dpqMoGH0jq1Wap+NQbF2Jyj4OE/Age0WAZbIfAYdQOsNCACSuhqFDIAoWRuD5a/D2PlKLyyj6adP9kEPMAALECghC6HsmKZJjVchI6go+rAl2hvivqaK90EWuFpB0R1FWb7GADDBpfTZAjAQgRm73UE5o8cY9M+r4Fff/wo2Tvh5wgJYrwJsfuLTrqgY8G6wdmJA4XqDQjC0x1qndsuf2+HuaOeJbWPXx9zrVsAfbk8mDGJfz8D2eph1CAy1vsRvklHryCqDrNKYTYgufkJcEK5SH6k/lAm0MfrsJMiuzMEwUzZxyrgAjqktqhfgIZM0z4OABQbMX3kYDZ/X8eyZfG0fvCACcQ5JmCd8gdXSBGGfsnFPJPYQgOm0Dx+8kTxd3MsE0EShssOtQIujo6OqQetA2Rr60VCkQoth3284Hnecx4ExGiCOum8Yo6G1E1qFMYSR6Zfuls7PknkNRSt0Z0LdLcqJfcQt0yamSL0U4g0lylGHCYANdSuQekNrnWXMFgz/YPcyQT9QSp26QYFSTJfkQ74wgBxDsh7N7Iu5lqv5o+eWgM/Xjo9AUnyDpQ+V/vNEpNZa+loT3ZjrWaaY1SUaAKj485VciREptZIi5k++6WV6Ltjq5/ltfwLzqOIGw2hGo2oDGIp9q7whC2FG0aWxEICQCWar4plFBbM0EovbVaHZHWgEwh/JIfhiZwwzFOMDcb0sdudGEglvFJWYNAXbJjgexwSYXEIwDNwAa6WQoptDKgWMtQg3GAlnCIiNsEbmJunBPtHuMUaUCX3ZVjIDPLY5zA5tdO5FAzXX6BqXUhbuEH/B6ASD9iJwBXrveLyd2GtHVQ09JYEYAxsti+3TR0dxnfR5Oi2pZRI1rBdHhob1cunKcXcVlG2Ho4ezFE9SOHYQtq8l20BmcAojgwZOvRULMMUGIqjL+n7MbhgDALvCLWV6mxRUJeI9F0Sbi6+UiroVOriD4rDuBtm3melTyazaWvjZ9Y3XfWV0RdenmIcSxqcY0McDIwJ1IuQAKUEj5gw3sGncU/xTKs/nMWcdk3EgCIZYrOiPteDXIwGtqzD7WiOOszVUZ4vTUmzuhaVE6Xcy41LLLNsiD0Cis8kvxx854hmiNQJJQ/A5dK+4rjBrsetWprh6JFcgqqhw1POIuTqAUplN3YDoicdMeHacMMEAovQjNomJi0YQZzZrzq/2EcCcUyypFEgtH/yktbkBjtEbpGwMxpDOis9Tqttcf8nyCQMde7DOTTHX+gyIPmy9AgQ4dHGvEpCR9SKWf9jlDM9z1Z1B2NW5zECKhEoFZICqmQMfHYDM5KU+lAJTlPuZjRiLcKTwPUPsZFFmbf2TxtTPPjKgDJp33MO8PreLLBLHVwswhjJ4RZSQpPhtlDGRoRkdOoOt2aNt8l43JgfGgA8mJd7vCRideHt7w/1BBlJrHY/7A59//Ax/v5NxdJ5A62v+/XIsx0wdaiuYYrJmg0slYwXMRN5ebti2ChHFy6dPE+CBc1/f5Qa3BqDM0kMbjvrdC4YYvAs+yvVy/uzovWGrG3QjcP24nzi64fb6Ca/fHnjcHyHSbDii+5u1g3t/ariZw6vg7f0OVSXYpGyicRwH7vc7TAs+vQhu330CXjbcHwfe3+54ezvw7Xff41e//g1K2dCb4/144P7+ht4GvvmO4qelEJCpKvBa8fb5ncmQb14gG1lOBkGtBHQAMmOKA9UFxQs7Bp4GmIZ/JegGdBO4vVFMFWA2G88BG304Cn/7PnA/T+IZt22W+g0jgFMisQVhF7keSZpt2/D6+oL9RobLBKk8Wm+bw5P8RUSaZs4cum/YVNCso43oNlsVdat4ud2ipNQw+gAKWe77vnPcWoM8BjoMHhpMYqH/4oAa39etQ0aHCvUiyTwukEqQ0gB2XoTjU92AQtaSQS5t1oXzrROQLqXCSyR0Q4OSTVQA+EAbHRW6dPGwAhyCa046VyT2XITPC4rh0QHZmLTrBjwguN1ecLu9cj80DTCTz3DnxzKxWQoEwNkeGKNTtNdZtt+swXfBb777FQSG3/32tzjOBjWLRKGHWHwJv/fjGndIf0XRDVvdsZfz78Z4/Ht0/PC73+I//d/8r/A/+B//T5+D6K/4iTb92ZSNWHbvCnZcT/GUeAntL4Ax1WRGXJnUsSdOezoo4VCDjTiGo5TlI2kosWstUHm2w3k5T9pM/uVz/trxkRX1lRfkNxfISJ7A9owNHD6T3Iut8mGdAFObNsdIo2kOY0gC5mIyte8AQLcNYgofiuE7tpuitzNkO0h+kFqgXmGtoW43yOgYNRPkI+Q4BNv2im4n5S8w2AhGwMRf+pXzeaZNBapW9FJwjI6jdZyPA2Yde40ESV3PWLTg5YX20wH0s+FoJ3wMlK1i3ymSXYKR66qzQ6QK0AYZhwWOqgaq1CJKj0MsO21FjK3NipI0yxzjcnXfZAFDf6g6Y875OEcCj7pVtMeJpVcb6cTL81XohexwnUpfgpB+ARB/yuPyaJKQ1/HxHHljdPkvwNIfOX6+YDaA7bZh2xT9AfSDAUZ3wEfo4IjMbkDz5qNTAYNc3kQOWAbymRVwzwlYyT4JRFgQ7R3HYLtEB4Ot5vDiKJW3QlYrr4VsnIK6VRSno4WgLrJkTTBsAC4IzCcyHWVWD02h6ylRuhCV3nuI/jGwa96hqJNRkJNyibEJxwJ2KY2O85k/14lK+t4CttpN92bNYgfQzk7HJZgwbryRWm8UB0yQCkSuc4KqbjGOji6dtY9hrJjZWZkAg6MDwHA6GKJ0SkYsCAT1LyjF7HYraxHKulWfuJjM4DTV7SGY6KkbQ8OtcEqPEFwTYKHMI8AZI2NqLsQAKg0xN51Ztn3bmJGPul3eVAy/0cnhM1/tvQk0Xtqui6BIQfMFJnKTCZ0s9kzmfSc4GCgxQCPvoIgEcQc+M+ssQbnWZ+chItD6/Ny5NBigtn7pNqGCWgpab5CuF5ZCGnOfa3FtLJlRLtGVpNCH+0lT9MvxxTGcXqofgACPKLEwB378/CP+6q/+Cvf376GquN1ueH19wevrJ3zz7bf49M0nPO43vH7LjbIUUqv3fcdtv2HfK0Y4vxmomA14sWhHHxCFCEHVwcyxT52fOGQ5Ou5ZNpBzQtbe5bmphbvzhHtQuNrDjsOZLNCcW0q2j/gW58tOOyDrSNOKhSOZ27A/w0gzEx//ZVbrOh+vG9x1o8vsOe1KnvPqmEoRFCHI4iAr03HJhl82aNXsfEE2J8HaYBqGrVqaTOlsfJ2xd+nl8OUfPh5Mny5diOc/TmfbhsUeFnZicH/rjaD1CJaDjwHvBAN6a+hj4P44cH88qHt0NHQjk+h+HGjnMVnDn3/4zJK246Aw9qPhaAxA7/c7x+s4gnVky1n+A8D3X9LR3ZJcHdkHslIMwF6juQQQwKqgm0NaJ/gqbZYe062qcCsElM4W67jg5bZxvsQ8gMQeOmgDJN5/NsPLjWxnA3A0inR/8+kV3373Pbbthn4+gHGSLRQggYtCtw1FlYAFOG1L3anPVAqZaseB+3Hi9vKK1gb8OEI2gGXlIkqNnViPfTS8v7/heJyxZ3L9tbOz848AL68b7vc7RhX04wFtZN/otkNE0c4HjscBawQCzDkONgywzsDCuc63bcNNdvxwf4Gcn+E4IGXHfnvBy+sL6l5Bl7BAdnZegzUgsIBt34DQARqR5JJase87qip6lIOVWvHy6RXfffctbnMcM5AKZkVqLtLpAl0oQ+sdtwxuMgi7LKVxMQkEjDmm+1ZQADy6o58nhlRgK+xWG16+G1hS3AfGeYZPJvh0e0X5tMM1dC1FQsC8oOw7NhmQ4RAzdHcU3dCOFizmDa8vLxTXP06WRL7u+H07CFqnvAEGzDrqrUbAHsnd+GsRwXDBcAv7z4SowSAgqDUZTAIMKAQFRW8EHHUjUB4d0dQTNHTANXymMRs/soSphu0n82gMoIriZb8BbcDaAXpCgj6AxoqcAO1pa8nSNJR9R903/M//03+C//P/4z//r2Qz/n0+PiYVyTCJ76/+hi9MlF24kv3yARj5sP2lX3GNk78qTo1IrER1BasROpqFHEDGMvH+bCTDUPFSRC6ce8lQHB98gLwXOKL6aXGHJyD2IdjOv5cgBXztuHZhXud0lPCu5paRkZ/bpZsg/YwEvgwrkF8AwAXAmICdLFBXKgALvxH0HbXC/aS9B4GPUivKoHYYl6Vi2wvksMXsyng+mE0mFV3kotkWVUvCuGOTgvr6gpcqsN5h6ECA0oY+58bYt/mMTDwA+4Fad+h+w17IcLyWVHsH2HCGTFM+uuT4KFrrJFmoJtIGZLk1lq8oOZqxV2vMo9xf5/g6q1oIrGlIzBD0fEpeIvxDWz4jP+rim16e1UfGXvqngH/4/ccZdvFH3WP9Ob542dOxAKSnH//I8bPBI7PBB1UUslcKNIY4IKl7le3rQ7jQoi2iY1z0L9IwJOvnWlO4BjYn40TBRKLsS6h7A2eZkT7TFokkU0xtiMDOEL8rG7ZtC1ZNBGAA0ASzi9CwCTjRd2cLya/mjONzCLpErSYiw3KZhNcvFYp+wUP8W1Ld/RK4TcbcQtNF2NVCw0ibEUyB3SeQQJbKRUzZDKIXloDzPSKCspW5CZsZXB26KbwLs6PBukIYsfA42EXkIG1VIvvmxrtHUCppQICiPv/uTO8xmyAsO0sa3aTWRfCp7lNtPoaZjnVmDmKuJPgxwavwCAZA+j2RKGR78D4s9KswOxddyaUOZioSYLlqEtQa4otRN0vK5ZgZSL4+tCJsrPac01cM8yVcA7kmcvxHBHosS8DcSBw+RZJlXm84kheB4xqRSbK0WmsAKj69brPDCedTXgvgaJgQwESt40kKgKL4mvDoL8cfOAxkXYyB0TreHwfOb+94+eYbVGXWo9Ytuq5xbWoJACcytJ6ZbNZ+BoNzYKsGKwWj0D6pUgxy1msjgwyLzjbMkIpEZ43L5pSto/P4gmEWe+PcbHT9wUOckYUqWHTcCfZQ62wJaSd1dK1jxLmXNlAs8qRri8yKPCYYdF3DBVRSIWiyXDAuuARWVMheyLI8vjXYlRIaIoX06a85WyIajNMLu3UePscpM2W0152dFvMNKZKYP15L6S73+PyL9bzWx/kU5SQw4NNpNVsMRRE686N7gEerrNZCHLu3E611HEdDawO9dfRBAeT72x3v7+84AzxqrePz5894PNhF7TgOnG3gOAfO40R7e7sARwmc/wIaXY8sSY6wdwICBESpOUF4UqPhBEui2NkJTHLknjA6MNgUIfcj+hICkcIsvzr34KJwL2jtBGSgRER19AEcJ6oSdOh1w/3oeNlfAKG2kTWH6I37UzeUraLuG7Za0BtZL2KCulUm50qFlIq6M6P69vkztlpRxVBf6cPYwCxD6J0i2qNF8if9QJEoq+zo7eCodI7X/c45WVTwYg11UxQFxuho54nzfpCdVAgSmTv60VDN8PL6im0j0/r98cDmA6g36vZsNQAm4HEOFKkot4K3xwPn2eBecfvuN7jdXuG+hXC0QFyxl4pff3fD35Z/xaxZ57MotUaS4BXbyw3n40gXJ2cBugCbsGSrIxnshgL62tYMHT67ZrLUtMEeEiKoPkEWwihgtqx12NkwVODCLmOjFsjgXEGAySNAcBuGx/2Obz59QlFFBzDcwhsokK3iBvC9g5UHLgMIpg91kwBAUOtGGQZXfPer7wli9w4bjfEDgNu2s3zWkinhs0oj+s4RLFLabzNHrYJ9u03bOPcXyy5rqXkUY9uB4h6aLFc9JIR9UtSoTHC2BcY5On784Q1bVez1htdXwQlHP+7oWboYMYGl0qytNuRiHcM6jk622J/9kUkhsIz+2af4+NLl519eNf+WxxU4Svb9T348ngNwB7U84dEpTyXAZJ/6ngzADQVlCTvrAoMY8E/+4Tp8fer185fvvPyS6z2yuuXDqZ5RsXVeRWjSfPQQnm6al3IRyU4yxkAowCSw+aXTEiQDgmsoO0u5pEViIgDdIrFWqNMHkCWllYz2omSfbrqzW5oZ+gC0FpRthygrjXBhuUw94PBP4Nzrit6AXTGasvx92gQFesfb44EBgthsNEUwistPwM6cqffKz1NlQtOi7HFYD4ZogRbDCMmHbEAhWlEq99JM8njuz5cx9MAHvvDXENIMOcfjFVeAFEjgKOPwWBOXs30Bysb7V5nbAo6ewNSJ3K45mAAjYlx8/jk1j6aD+nwja1L9rONng0ejd3QR7NlFqCogkYFJkKOkE8sgJztYydwdLgYhQAKNxS0z4y1T92JSrRDcH1VY7/NcawwvgtEZhFzKeVQK6r6h1BL13ILhvKdZozWDmXz8ASjpdYhi80IEUeYMHjSDOp3O4pdfmELc+TQ1JymcxAW3eQ2pUaFKCrFOlgHBnPwciw3W4UubSBCAymWS+AqsZs18trp0ZrAkJpbbumaKytHpNUhQu8lwsVIiwxztWbVE1yiDCYUiPREJlRDYDbReRohuxypVAEbWgM6FxPFgK1heRnb94BDSceo5JywE0kOTRAQU1nSDeWYBYtPBfAtwmWcZEGoIICXhIWtjU28q56RoYbdBKxi9w3qLwDKu2a6CaXlPuT34ekaXxT8Xfl5XGpH5KC/GI1hRntkXF9QSXbICpMJaCnODHJ4MCjyj6Sr4x/+vf4l/+Tef8cvxJx7uTEueJ0wUZ7BtWBrLrjuZcRJhhrputC+cpj065kjoM4SQLkAQ10voj6y1RIciAsjC9URAP1iglynGz/0SPHraSnKezRfkfxzZ9SaZc/M08ZqAbxYIeV1rIXC7Xo/EYMIe+PVk0zlca/YyRy/Xpi5rS8l7ESBbKsulnf31BBrdNRa76MuD6/bqLkRnUCfw78AEdPgRX9t45Se+zzHwDwO5XIq13jEBpLnv5X37xUGIZ5NZrwQpbYR+TDe0xk5qx3HicT/QW8PZT/TW8Lg/cJwnzqPhPE8c54H7/cBxP3CcDKbPs+M4B8ZxwB8HS9U69dJ+AY6+PFQ0WoRneXb8C4ENISsMAQhCI/iOzCmyzXEkNizBvoF9u4W2isGMHcBSUFMA1EJIwSzKhHxAjfO2D+qSDYQWUoo8lwrdNgwrdLhLxTffvERpGOfjpgVooXMlsWOqQgXYth112/D29k4dtwIUow+jwsTicZwQf2PyLJZm7t+tN7jnPTZoAYVcBxYbTgUQx75t2JQlmq01nO2kXEFo/wx0nADG8Al6W2h9vSogwoBIo1tYs4HWHdsW2p0OAiiikADHKO66SulL6eht4OXv/xXcHaV3iDv2reDTNy/ABjgaRAf6AHqPdveVUgkAYh9e7IXsliZXNmiY39EGzA5aiQS5EYHfILjjZixjDu2YEc/bOn2EcB/J1hjGDoDHidvRUGI+uLK5ALVIHCqOEh+hwY7SskM2XpdNH3ALH9xDCBtoNoLteELMMbbKuUMBMIhUuFZYJ5foVrfJLh+Ddr9oodh7iHqTIe2wxmd1nj00PznnVQVsBEXmteb+4IhVRb9dsttvmK7jOGFbwf7thm27wfqJ83jMMr1xASHgAy7UD+02IP0kYGeLCf7neVyqMNZmi6/ubXlcfdvLHv41gCNC5Pivz7n/9fPG6VQAL0CnbRRYzBWP/TL9e4J9MiRKI+mtEJCxiybMukC53jLSL5Hpc18u5TmGFAKc+jOC8Ry97Mfk6VxdQID5wkvi6OqpOZzrc3oPOTg+z0kfKpL8UlimqiPdJYgApg6Ioittm8PYNVeVMQ2oDySayXlKe5RSIkEfSca8cjO+VmU9Vxtw71Ak2M41ezYAKCilssEABEfrIV4f7PqyAaHZiqfkZcT9TjbuVgrGpHvTVzZj2SIkNXRXldDshTWBI5lzz4ElAC4fHs3F901ffD6r63MPvCBlQtIHmL4tsObr9KKfj4/A0fqg6+rz+V+/Ds/19eJfAZAugcLP5A38bPCoD6quK3aUKAtQJ21rGCls/VJ6xRrTJaIHYJbyzBuKATWJ4CcFVXMyTKAFSL2iUut0pFlrjsji82EoygWZlQmALhAnnbcLAJHgDtbDyUnN17BMrbWGb775NDGwpIOlYOEUqb4cSR1LLCvfl4HJnJ3h+M3sCvhz707NGg2EM3a7rOF2BwXA8z4CkPEoxbqi+O6LLjlshOYUSwV1LsD4/KsNJQeU7Kko9ctSl6qFjpgWuGYAJ7M14dwlVpogJnNBdifj3FivWyDXiEcfpYYezlaMraRh8B6oLhfmBPGwmDftCWxcwaiGGOYK6qPUsKzaaD5HOg3M6kYbZVw2kywBGtEKOMcb+LCSebM5zUt0VVqlZXPiBNqec3ltgM/Ic7LInHJLUlAqn2frQdfNCSt5GR7X8MEQxWbzz/+L3+OHHw/8cvwbHuZMfx4HmgrepWCrO7Z9e6qxL7Vi35kRLyEEXQafHd3gCa0CEShYAuSaIGTYWxVYdKUwS52dLzegyVLCBQBKAegLQHl9x9ygUnNA5nT6cqMLm3bNqsy1rzoBo/UxsRBmpsrXafAM9F4/I7kcAs+ml89OKjywqgXIPx16cahUmZH/6ufg6T54WRyvL+j0wBrD59/iOo7XjKNfXyUf3pL7QNxAfp7FWPHH3Ct9JmvcHb0TJE6WZh+G3jvOFl3WopNai05r7TzxOI4AiE48Hg88Hg/c7w+CSgeBpnY29KMD2Vmt91+Aoz9wTIp6WcmldCyPB8IfWo6OSBQuTGHWXE+k7bf2QA9dqa1uEFSMITDdphg6sNq5kyHdaRMKz2SOmXQiWxfoxoYPUitkFFgjI2h/fcFWa+heNWS3orqFL6XZtIQBwrbtFFHuA70eUBsBoO3Y9h2j3/F4P6FasVWKoJIty+C9iQc7c2C/0a84jjNKAzqFkFXINorrynspkiLLTO5QUoAA0gh9LxuGAWMQoSlCy8x36wMmHd7ZLVWUgNyw0PQJltUwg2LAVOAY2H/1PeCG2jvUHXsR7LcCw0DrDVoF4zypVWQO3Su7BolSi2xQ1D6BmVKzYxFZmOmbjhCIFtBvEGfnTXWhiHMfzJCnZhBoM0YfGAESen4NfgEcm/M8UUXgW4FrMH8QdkQGZFAQXLPkvdrs7h1uCYpWBpTpj42B0SjI39sB2IDMFuDKZK4SpKLGJeUUREvsYZyb2XUJwdbnVQf/1WXpnApft1UKO7oLerdp57mXMOntoC/c+0APTVMMkJhhoBagbhCpMG8oUjA8JBrm5hdKhG4Y1jBM8FNly38+h1z+/dK/+OKVsv7lP7L++PHtl/0//WcNZsnXEJgEfujzC6SWyTLKBEoG6SJX4fb057PsLOIumdDiBZj50gHJkAaX1ziwuqVOf+a5BO06el/7ab73i+N5TCYwM//sl3DZn8c44rCsuEi/arhTkqVEd8rYYyCAF4eJsUmKhiSTkm05536UZ4kKk5ylPD2rlCVwADqE1Qy6yvxmlRAy8VlQAbhHPFnYWQ2xX0k8xywzUw0tXWBKGqQbWOqGrVYK2stz+W8pJWw79y+RMv++YnKZw5pTMruxJ7BE/OUrPo9/6RNfq6Kuc/LL966xWdfhM3yc15NTZT7P56kwryMuXmI+pk8+3cZ5f5c3Xe7/jx0/X/PIyFbo/QSKBFLJbIwnEBEZJHdHrRVBxmaHMUSZjOU1XhZp3IR6bEwpjf5hlYhkp5IYUEkAISCILO2CRMzAIGMKOFuWW8ikn9Kxk8l2oaAtN7atVBxHg1ZFf3T88PsfgkGw0XA5WTIapSIzMEv2UzyURBtFtglCONhVKxe2Rfkc25cSGHMV9NYgUmCWQQ4D/1q5wZL9kkHNCgozRE3HI6m7uYjsuuvH64vmeC5jBZ/8FVLiRWEmoWHADKdW1hY371Frqs8aJSuyWgs8UOrM4qdB0ui0ITlXcrGqRMtaDbH0bFUM1MIOIFk+hpgRBNuArRYcbczbjY/iHIzz2MUQJJBWLjpI2WLXzLBtL9Rvit9LPE9SrFn2OCJDJeB8oOBuKOaHsYaQLeIzdsjgMtZbzKWcMzNKjgB1mZY10Jq6EipTUJVd9gAtZMFMZtkECzxaZf5y/J0c7izjOQ7AHYcJ3uqGrVUyCWIz0arc5MaI8sMI+oYxi5xd73LniKOGk5RdXQi0cmIbHIGk821X3+eKxGQMK9cNJW3BBUQSneErLatz8ViEtL70jzIA/smJ9GGnY6ARIbJkWVzaHkyNgS8dKgF1YMjE/Gn38o9hGukQeDhDz5/PV6z7cVcIRtjsD/cZ3y8x8I8bezokCyi4vO35muX6HsEEhuLUHkzTjze8KM5kc4zeZzZ1dEM7Ox6PE+0gu2iykM6GfjYKKJ8HjoM6Mu/3B378/Ibj8cB5nLDWgKMBZyfbqDXMWpFfjq8eBPCAbasMlrHm1+jBZAgmccnET+4FEntRYbcYdhA60c8TzR1yu0F1hw9BlxtGbyypLphl1bsArRnMy0ziDffQCQEAXXt2YTe3gh0mEgALAajhjm4Ob+yeu+837imRjGNJj2PbdhRVHH2gPzpBB1XUGoGPN1inAPfL6ys+yWs01wDa2QAY+mhg15wbtq3ArJO9FH6cRSLvOI7w64ygVpbJJkAfiZnh0RFsDJgBj/PA9vKCuivBMlGIAcMbwZKzRUmDRume49SOYjtq+Dpcg1HSoZV6z1uHmKEyIxeNRRpeP73AhR3hzDrQCvylYttfCTANB6xDrOF+HPhUvoOGsLSGbosZ0EbHGJ3M/Fqwa0EVJhkwLHSfQog9WtybIfSvCIqN1mgXxoA4hb1rJSAGo38ntZDJdjQyatygw4BukCjfwrDQDskEZUoL2AQnx2BJbG8N/Tzgo6EU7hkiFZAd2BzqUS7kFvYkgx2bAZDDmaCOOIQfyk6ftZQArghkSqmA0c86z5O+dpT/qwqyqqz3gfM8uZeWitu2s3HIQAT9Bdt2i4SgY4yT+2ua/vCtRQyOAfOOn9vm+s/5uG5fiwfzgfE8Q1key+dY8UfMqqg6kLUpR3Dt8Nl+XISdIkUE53lyHSOYOGFb0/5lKaibkz2mLFkqASp0v/juP3Vctt+EsObPl9D1ejfX76/jxL38MjZJElgRcsQEM/LNFz7FAtexZNyRHypPz8IBnN4AJYC0NGUdWkJio5MQYV6AEmW1VuIyDcxEWEizFUho2Y0ELC4xJONU2qUBhzg79i6GEpOn+0aB/D5Cs7jUqLzhzfN2osSs7uFLI4gVOmPFbdtnt3KXEpUotINJQkkiyewKB4Ezu4InYfY51F/6ex/nx5KJ+ThV/OKb+dSyzFkzsSJfPtwFO7r41l86WjzHdV3x+jOumzjKxCDiVREMG9IPyIuYZ/mjx88Gj+pWsYlAcMJtQGTD0Ff0dsCGseOWU/ehBcOoFLZTpfbCeELl3eVSirVAFgAwH5x8fh2wMEJXDY8cOk+gwy4Is85uObn5iofYXWQQku3B1+haWrH58XrIZtq3F9Tyjn/6T/8Z/tv/rf8m9n3DeZ7YX15we3mhkzI6zBVbdDJDBFYWIEjVDQiBPk80N4KyVT+7Yjw2rSCrha3lBaE9x7t3m84FbysQzinQzMBrtXTMIGtNZN5uDI7WaW/Mx3xf7xRjuu0vEKFWFdlNhjYGKgRlq8x0iqOrE41OYCYcPIlJqqqQeqMmksdDCackjb14g5Vl7lIPq05niswsF0eRDQ2YYp4L9TcMAzbZwknn+RHBdpb+kdqs837n+jKJfw3IVvYwYPfLxywjOYZhC7Hx7BYCjQ1ONBhxUbsbRqO3AJQgszxBVQCtbGcp3DRyD5jGbC2k+CaCaQnqpsty7BKEyzkelum6mSd4dKXQ/3L8Gxy5C5iRlQEAY+Bt2wAxnMc3U4hWuPTx+umFXXBeG0s0bUytCLcOGx2j7+zc83KDYEMfI0BCboDqOu2CTqF0Ah4JlE4/Ikoy83jiylz2Db9sMqHCBWqJMVPnI7L7YecI6dCZwLVk8ml8Lt9fSzMQbzadgBSzyR8uKoTAryB3njedtnUU4A8487l2Z/mwRpnLBQB6vnCWc6gkW0SA2bUxs2rLWZ5OwYeryGITILGxi4P9lWtMOzP3x1k+cbHjYKA5xsAYHedxoPUQETYHuqP1Ro2Y3nGcHffHieMkw+g8Q7w4tI0e9zve7+/4/Pkd4/FY2kZtAD2CvF9Esf/owfJxhTv1tWyMYGV8i4EW+o6hwSEKQ+e+iAFXsrZLoR8wuqLrGzqAPk7UAH+AStFzbwy6RSm8HyXnfRR469iitTtLuYAswXaMyNbeoMWgWwdiP6dANDAyLC4C2SosSsbcBmr3SJCxIcCnT9/g/f0H9D6gCnaEdcfoBIi0BLNEC/b9hk+fPrG7WsnOXQPmjYGJOjvhcjThzvLLx+PO4MVD2yzWUGttJus02crRSp7BIvD5eOC7UgB8QqkstYOeeO8DNhytd9RtQ3Y6HBg4h2EbBh2AQdF94BwOl4KXlx17DTtoHbAOtYF+NrRmKI+OfasoysYtude33kJ4fGOyqD/gcLzff6RQrQpeXl+x72Rz/f7zO9r7gZeXV4i+IHVEPUrja6mQXfCulV3B+oDCsYugt4Hj7TPOO0sK3R23Ty/49P032L/7FawU6OsNetthqri3jsd54D9+f1CTKBJ7amCnuB40HYQYMiR+dmAAYgYMZ/c4IMrqHB4sMykATIHR0uFkABidILtFp0iwgoG0IEzNSQCoVVCVJYBFK4CC1ABNg9vOHslhkJFdgfbgvtw79bLMDa9a8enTJ9St4DyPKYB7e3mFVMXoDf0wwGMlSAgN5824QWRcIIS/vOMJGPkQXK9ysK/vccAF5wgnRSJOmYyhjBU9/GjLKoX16aIse0p/XFWnbmkeWVFwlRTJ6/iyLOjn3vfXAvtn1tEV5PkCeLj6YBeQh9d18cuv1+dA+iV+uYp17mSFIpjVOpNJLOcXauOGfSbmLVNLrOyAgN1/vVQ03OHdV3xay/LVwIoUahkRuDLn7yUbAtigPYj3aC2hMxTPNHw7CvcH6KNUsU2QyUVQ9o3VHb3EvUTMmILVUPT048RCMUEhUQrHEbtIpuR4e7J0YtBnnP0BnvsaAvjxWWVciOW/AVdgcGJ/cT3rGvLjrszj5xlymTXmwdACZErVyJK3MixfEYhn9HzRjAcWoPVzj58NHsGZWVIUuAta72jjb/Fy22E68Li/o6ni5eUFLy+vaL1DhLTiK3hEFLjM0y7ioUAiq6DmwYIhWBSVRzCL9quIgc0JUyhuSqMSotdJkXOyKopUXJ80keryZERUdL7CPWu5uQi2reJXv/4VzNh+G8qszbZVqAhbtHoEjQCyexyzXfzdcd7jswFxj7bo0VVH+FCHdfQArrz30D7BVMRnNxFmM0cfs84UQJRuBQByQVR5b3i6d8zJTf0jQWa5WMblsainknxRnK1j3wtqZQmbdTKjBjQ63i3gRBOJHpca8AAwKD7WIW4YbcwgpCo3ZHfgPhxb3pevIEuKBn2YG7WKoPmAqOB2u82FkRkrEaC3hmniE8XNgC3AxoIC79EqcxqOHnPqsg6y5h15CpkAb5bzAQXufZ5fQgTZpcMHZpXQ/PsFZnZni3dAQvg45o/702dNkGmyRSKj0gd6Z92vu4f4dY3Xs/3uR1pklrCZ+eWzfjn+jY45dh4iwgZsG/D73wGl4D4IQJo3DGuADLgOFDf086BtdGZZR9g0MUw9CweifeqA7TW01gpQCsvWZJBlEOCyDYcb7UspAjWdpRBkyF0Qjo9HOnIBNs0yhdjOpVoAmyXKI3l9xW0BSGvvA5rDnwSsr8P2DFp+1Ga6XlTaAoL/egHGbb4mv36OM+iXC1plqh8BpHUeAkjO7NksL8LlfTITicS+ymVefLwnvbwXYT/yE5d2UTJT8zNyXxt9YHbUDLp+ax2Px4HeKeJvZuiN2jDH48B5nni/3/H29o7jceB+f8fj8SDr6BEla8cdj/sd4/0duB9AO0LbKO7hFxvxsw5VDfYDhTLHGOjD8f2vfgM8APGKuhWUKjDvON4cUhx7dHIqtWDbyO4+H7/H/fEG0YqXTzfcbvQ9zneFlDtqKbi97tyDw5HetgpzRe+Kbavo3aKtNaBbRVWK+JdyQ91vKHVAfQdU4SbozhL3btS+qLWi1G0mGnrvGMLyIajim28/4bvvv8Nxnti++xa3b7/BVirKtjPzb0Kmjla8v9/xr/7mX039H/cBdzI4hnX8GHIIf/8f/H1s+wsUIQLvQHMD+ghQnHbQYASP/EApipf9BW6Go3WWtzkbEpgputH2jdjrvVSUrUR7ekEJjR0ZDhOuw+YIcWf6RG3QNnspFF71juGL6eRu6A78/scf8d2336JuG7Q6Bgxnd15/CdDnBu4LkKnrORzobUDApho+uJe7OzZn5fLwgaPz3vZtw3bbcbYDzTu1RmAwuwF9wDo7KPbe4QB2Jxvg0+sNLZrMUM6A+08zx2gH6nYDXHGa4204vOx4+eZ7iFa0ZhRT3zYCQaMB44C1O/y8A+0BGQ/cimF7pUiSm6FmwxsY1MOu2IFhZGK1zr0LZUOrNfxLgzj1l57iN01/k6z46bMZO0QLjGRZp45o6z3KmgY76MUc//z2I+OCfcdWFaXuLLf0Gx6PN7TWyEiStT+VYK0CQLkVSP2JvfTP5Pj6nvwcHPNnYPncl78FWCMukz09mTJf/8DF+nCfOmnrcy32TIOPlm9BrRtqzeB9Bf/z2a0fcK2CmUG2yFevK8GAP3T45b6/eGkm8T7+xZeUSVZ8IK9n/njxj9xnGDOlQiDUAkPIyoA+wXwPVjd00Q3nOIG6Y9NCZqJ1grgKaC1o5wPlhev6fNyjs/qIcySbqxLSG31Ws3Bd0F8MzwQCx2gRTw8mRFWBsm3UT3ZEJ8SIVzd2Txdf1S3zeZWdzbtqgk4fhrgEkQFyKVtLDbskSMhzEi/3gS/AuQ8AYLDT57zQL/+Wvtn1HHlfUIQftz7na/Ost072VAIhADYpS3fNFuPbnZ1Jn8fhMleQMjj83GuNSTIC11z9+fbrT+i2xsB2olYSOmUJViQl0AbMGl72FzweDdt336DqBq/rdogSCtAfMxAG0knmitA1ZkQwO5k9uimBoBC+Jl7JcAYA/xYtPz0+K+L61XVBAJFL609zDAyQDawXdJDvtc4uHrfbDb/5618T7HELmuRCc3mDhjEaNUgyGP/4WJ3XtWmByIZkv3gG9r4WxRgnANaSS3YQGIaqezgUFmLX6xBleR+H8qqvlJ8fOiCRoZEYgz5G1JiXwBZkTi4RinfaGMC2hciZksqedfCCqWDPkpoAJgyAZ7v7pI1abPIXtN/DzJhFKVoGlAzUMDrnSgnhtDHgZ2gPidJJDeHQmZ2H40R2VUizgUB9PaiPbGHtlt31uDCp6eghGi4w57y0EDlVrTEXQldgMHMpYNYMQqdFo/zGBtD6gCJZA6CQaLCUWJEYGdIQNW9ni3HBBJBysFjyQxpkssw859IHAxXveDJwGYhn+ZFFt5NfwsK/w8N9MZDOAz46Hp06EMdxTt0FvHb02zn1Op614eL5UFUftm98Uk49tFq48alrgMHsrpTrp4R+1zBmhpiJzbIvv6zx/ECZ08wLLrX8/M+T3l6AQwWKkjupyMpmGCYQfQVMP87NPMhGXf13OIQ+ndKpXSEJtl7eLPonbH1XRzjPkw6F46OTnNmjpRclkMs2fGUg8kyIsVzeRbluarzbD+/9EkR7qpWPn1tPnZfFQMrvU0D4OBuDnclE6uhnx6M90I6G9/d3vL2/sTzt7R2Px53Jjs7SF5Z9gCyjyXDJspIImCQv+k8Y9L/Q4+3tDRBgv93wzXef4HhHTQYrOtrgHrzVHcNPlCJ4vB8QYYCvKjPDaNbQDoePBvUT3oGyC/D6gq13lKqh08MkS2sDr6+veBwnejeUsmG/vWLb2RnLsxQbDwx7sF19ZCxH7HVc0xXUm4i9XEPTcu6vgrrt+O5X3+M4G/T1Nhk8tSjGYGmJSsG+73h5ueHbb7/B2c5IXBE4I0srugC2B/7Ff/FfYnu9TcDKBhu1MKlVcNt3fP/9r7Bv7BB3toZSNmw7QdfjPPB4PGDDsd/ouxxu+PFxx2mOsm30E87QJArGkoTzXqWjdYuSKcCh6MbX3G6vGB04xeHdoiyM5ZzuDLDOAXx+f4NuO7RuoROp0diA3YlutaKWVzzMUCPAM0u2J8uQpSoKNrgIWmepc9GCbQMEdeqOCBBaJGQL9eMNGB2QE0UHNqWfuaHBjje0zwr97jdo7jjPhu6OM8r8vBlqBVAKKq+WnRgfDWqKDoFowVaytJY+lJQC3Tds4hThHh1FT5w+UKoycVsLhggBvyFAreiPM1gDDAL3lxtuNWUsKNIrRWF2Y3LSO8wUJlHaqAVjAG4UT2YjJQr8ujM2YVKFycvMo9KH5Z7QcHI8lfulQ7Htr9hfOrRVuFPYPZkSJdZDvSRy/xyP3hv+9//L/wX+k//R/4Rsva8c/sFXyN8t3ZUY7ylWHbFO+hbItzMBo5eoWBAJ09jvPLReEa3ZM3d0BQBEMPVqng75GusIl2tZ/sG8zrxHXP3wjwNwAYY8ZFCu/pQswOf5OsPvcEwfIe1sno5xZsIxed05vvyI2agEmVizeT3zbuKzqf/FmK2gBrgyIK4QdBTdoBgYpvAgjXTndWjRGceLkC0PKQsLEFCofsbAoSs1jHqL58H19QrU7TUS7GwsA7kBsvOCpWDo8leps0f7iRia6Z/mOIdmnF9yiT7lF9Y4PMXEeJ67k/3lCXhZnJP+2ZwbtuaIRDxlyt+7JYgUPmtUQ0GcjTJiXVznYCkVsEw+eFS9EDC36/XNpgB5jTGfrrd1xcF8zYCneDvo+rNjr17QsD9y/AmaR6Qoj2DCSAQlACd+rYsy2vuAVosOQtQQSoZHltYIAKmvDHh7BwZbBhZldxLOjVgmnmU1seCTVZPA0ESf0yBdrjsC5tEHX5+LpUb9/CAwocoNZo60c/H2MZbxEXYZG71P6uO1TCwns3sEblkyAD5sClgvoClLhSSNQgJNzoxMqYqqO7Nc7aRxUIVqYfv5AKjozNP5yhaEBI8yEJG1YJAYV9ai8rmYE5TycApTjJeTNAsqbIpHamELxW0jA8oTJMpSNCQC6xP9prEKwM/Aye8LE8msu+UKT5t73ZAvhl2kwktFHbF4hNmxYWSgiSpqqSg4WTJmCxiZiD4upWopsp1zyPoEzlQUCkGzAgGBKjLeMNsXwzwcux7zJ+81MpX9DHbJAidv2xYgZhh0DwFJC1bBhZKfAzI3UQDZbW0yNRzcNCTBqUTseQYztjItAThk4Gy/aJf82zvcWfKTW5cIhgDvoPaX2UAdDmsEmY7HA+/fvOOb777Fp7c7Xr95x+vrK15fX/Bye+D1m1f00XC7MTir24atV/S2YbzcULaBrjXWFYMcLYriAldQT0MTqJnwEYNA5Ly4rLkxpg6YhIfi0UrR0unKv+W6TeeIlW7LPs/kw2WH83SeLlZK5p9y50NmkGYJ3tMgf/xNnOsPOvNJ1b00cgi+L03Y9Ebnen16rBJdP2AQrXEFuRek3cgB8cs9f9zECQR/BI9YGUYbkJpHFoByAkU8xbIxo4/4ouZR7wzEs1xtdAbeoiz1GOMOMw/9j4bzIDPpPE8c73fg/lgMuuvw/lKy9vOPtM1YO7CnSC8AlvsgHE+F+g3dHUVfAQP6A8AY6G/Ai73iHT/iPDraKYBtwBDsxsRJU4RwLz9HSuy/opEA9NnOft9uZCKBe8wwm8yUzHAir1oUWtjJs9aK0Y3t02Ne5l7bjxM//O2PeB+G/sMbRO8QUQJYL5/CHxL8vb//1/j1r39F/aS2QWuUw7PGCWYDvTccR8Vv/vqk/kWsJXcKwI/RkbpDPea2IwWyT/z4o0UJL9niZh339xO/+p46c+/vdzyOc3b3MicYo5vgcTaM0N2AkFleuqMNsnb6ZFqWKDGrGMLSEIdCBNjqDbJtaAa04wGxhg2K+roT6GonWjOM1rHphn3b4faOI306oRitSWqGFpg4StlBlR3OpyK8RssSBQPcBKbOcq2yhd5HwbYVKCoc1AbZNyYW0O/YIiE4RKDuQDHYdxt+byd6e8CHoviOM9g7RdnRaKtbzGogO4SohNZpKbCN2f5hDxSnPhXGgEhnQjRErdGoDSYi6CPGYDS0XlCh4dcBZHbz71vdZqJyjIhRGrUeNQI1CcTCbGB4A6RDMeiPh2SCmAWpUmBDMTrQC7ulSnSgkmBZWPdpDkU89reBx4N298/5aOcRAfAf2lfxDKIg9rpE6iQTUBcYJALfp2hlJmoWM4NRCJ7Pi1DCmdvrujYNwGHtqVd28sdr/rDP/zQ+tHySp+u4vgBzji5HhidNrd6UbclYKeOy/GwFte7mhXiOQ8Y7vgAzANl9LOPtnxJvn89C8h86aTq1hg0ARavFAVE2GKh1ZwxlA9ACSzBHAKlROhWg1QLHLJLijlqVDQRUsO9kr5oDrRurWZS2CajRYIIxPjU8ZVYaidaVPHx6TgsXWMEjsBzTuP/cj3NY4+FYFrV9cPUcPuMjj2f5PCclwNCcG3zfTPrlnBdACn3n3ttsjCNY+MZxHmyWU6i/1PtIUGE+uwmxRvzGaqS1PrKZ1ZU9fy1Vm6L/vph8yZT6SQbgV46fDx5FxpEME5kdECh+p6jpnARqVsaYnaQADwFHnUDMwkMxA4758BFB93y4vFcDETgAEyQBZLGfxCKwSGOxFjTLcRZwpa5EBifbJMCOS2nA6toQD8KWyLZWnWikRq33FVHOa+K1Zrcwh1wXNNE2Xut0GOK6Y2EXXde5YigNhzDvLei/EhToEDT3Obj5vvWxky2lBI/cyFhQU5grCmLCI9kpHhOSTpsOMrfqRs5XBjgSINgYMucLf5+bRVxTgjfTVsrcXJy+7up8cDXCc9HHhp5i4R4sMVAQ1GyVoxXZWCLkkd0Mw5PixUlz05h/cz7Mjk5pf7IVLDu6qBakoBCD6SXYOY1QAGUjwTlztJEdaOgUcmoNZDdCC4CuJy1/Bu6XwPsCGC3WyMdVG6CfhIED9TBIZ/fL/EF0dvn5huOX4084ro5F7wgUAKN3vI2Gdh5o9we+ff2ETQt1GKLswUaHhQ6EDwICLqFf0w37baCOgTGo6wUFNnd4xWWOxGcXQTHAhCUPRtV32mShMOLcgnKN4bIH4+rYAR76PzbX5WX+SG6l0227rN0nqzSzH/Ntl3OwNGw5Ok+vueAxK7Oydn7a4j+USYlM0aoKRVLrEYK4ESFwR0mQ+fkUABaj6LpG5WlMnryRy/cfc5rJDow9L/acK8OIukYBLoddydLwMcYEglI0uwUgcJwn2kmx4RZd1e7v7Kb2/n7HcRw4Hgf6eWKcJ+zxYEe16VBf//3l+DmHiKKoYmidP7NBxtMkmEkxTAg3xEtBZ96j9U1BwQtuBAZbg487igwUvaE2QS2vwHCCKwBkryxxteXbCAjUlFLRRgNJsmS0na1RXLozcVKSGRvz0txmt5oafoONYHmLoPeBx/sDv/39G94ffa7Ltx8Nv/71HfeH4+UFE8B6/fRKsfAi0MJJb0gBYibuvv/Vt9BkPEFCtym0keJz2zmii5evDqZgllqV2jgW702g1cxg5wkIy9S2bYOZMkAGmcD15gAK+uhkHncmTFl+OHDcHa+vN/4udHrYvcjmNSMAJXeWDGjZsO07TnNYe1A4fd+gZYNowfHOUtNaC26bxPuZFOshZOsKmAg6JECV5VfSFwF8OHHJBLJZjwJUjtm+79i2GzTK4707UNiFTgXYVGBF0G2g+4BDUUUoXaAdxQAZjtIc5XQowtcDy/RVlM1vRKNLKDVPXC2SjUxSikXyV0foggbrzQaMQllhC8MXFwfKdvHQfMUII0q+B/fJ1LVkN0BjhUIBRk130yNBZ5P1UbRAK1uPp2ZGH50MKhF4rFP6ktR2cnf8n/7vf4P/z794/zu3If/BHjNovvoha/9YPvJ8AzL2e3rlTDzFb59wmmTr0Lbm+/jNc1J1fcLFJ4rY7hKZXLY7j3jxS7/Yny/8y13RAQSzLWOd/EMyfp7O5HlrHn5NxpGCBIVWmo+/y4QcJqCxboqVDIuRlB8x/Y0A6+AzMohXaWAvQltgQpMR1QwuwOgHoAWhaAQ4O44/jdKMURAxYcSbguikRgDYRTEMAVKRZSmoXH+p53ntjhalHH6ZJ0+fCdDnkxW3ck7JHAufTiPmRS+5gSCgfAAHvwBXrn+W6zcOU8bkNoc03nXxB/l8gZy8ArLEzrOhKhvpGGib+FS+Fpv507j+1LHWXYBPssLpJLOs+/35vt2foHmU8USCMgoUhffFdhFxdI/WpjZQt7oAEbmMXUz62WHMKbCcpUxmgHhkzTLAFYo2ujHOAYINkhNGBFfF+mA34mM1oV9RtzRSCViFs56OUvVtvptvIQ26ZOX7RPx4PhFEaZmHUObSHuCC/dg+UuPBPj/8qzByMneIUfjc7Cw7pynL5tQAVA06oU4a2tN9I8KT+QwR949lLIPFNamQ8TeL8jiA5YPovP5t34AQTgMwdZeQ45UgmlPZXUPMMnf7XFSzlDF9oDmX41kFiv2EGmuCNMs4r/JBvtfcUEFNBgpS55jnwgEktFNoM3UtrhivyJVdnlmAp6JRA5/vz3lQ8gbD4VlsMwHZYi6cpDZYrjj6mMyodGzhzu4ffEr40kLIHCoH4HIpR7zov1zfpYXrdN4dudoQoY6L61cC5F+Ov7vDHWidNN/R0fqJdjYc93e012/xut2ifJIi+QlIx5thbtAi6IMChZkVmRtzTXZnCSc+HKdg1LCbBp9zsvHUBFJkZWzA7TYX0k9tJw5ZG3GA9k/HB9+Qu8aXs4vm7jrvLgYwAKR0mp7xKZnrdH3S9fzyYfZ/7QgGafybK2o6jVcnc+pDffQcni7qi6u4Hh8wg4udwQxsuX/wt4vBukBlC+AxO0iNPhjcDGqajKCGJ4uktYYeOkjn2XGeB87jxNvbOz5/fsPjfsfnt3e084F2f8DPBrSTwFG2Jro4u78cf8qxurECgMrseHEJaMKBjAB/NsHoA8UjTLXBUngAN9wwvEAG58FeHijdgCOc7CIoxqYgFmzaMZhcMmH74uFAd3ZRG1FWcLaBo7Fjm/XQXAhmbOputbOh7y/UJ6wF3iXmpEeZVZRVmqN3hw/e3/v7iddPgrfPDbVs+N3vfkCtO/7h7QaV0Fbs3AvNyTwag0D7vm0hhsrGJtwjHbDU1BDsNcv0PMpdCrTc6LM4wZ6znbDzHcf9h7g+at9AFLcXAmrDgR7l5+7ADgIVYwwMF2ijjWutozUyjHsjiHU0ArLjPCAwjMprPs7G6xVAR7AMAbjTFxjDMRLMV42fPfQuokwjwLDzbNh2NrAhWyz8wUH9y6Jsca3uGG2gC32BitT/IJAFFzKm6k7mViR9+3BYUTLgRGfX2KSQmnS83CpqMcg4IeaojeQAjySEhz01FLhUjAKYCdxvkQhwmBQ6ujZCQDeqGBB7j7NclsBOx3B2SXNHCOD69C91GAPK6dMTDGJXNmEZTviyqoAXmXunmDGTAmPpnIJl3dFxLjVFbfTQAhVgJuC4B7E0SfF//Se/xz//m8e/bYPyH8Zx2eiSgbuYRPjqNuLXP1wCXEkwYwbb1zdFTCOXvT6TTZf9e+7aCSj45XfX45KNmnUsfygwh6+Ycr4vQt4PQf0TW0VWhUy+X1VXif/zDV5+95WrvvhA6UVl3HVldMdILeZJCfIFMoaQGQNBHVLI+CkxjBl3nQcgWqLUM4Qu9PL8HIEHIDoyZsdzxl+z651Z2InogMjLYS6/VAJHHysrJKtXnv2uxIGIm0e0JvNy1vvnGOa+y3SN+ZoQH3Usr2PsE6nMUzkSpFzjGNeRWqHz9eucpUTzBF4cq5x6EC98kTtm8t+vYFnyz9I/9/lbx2VOXvzlj2WSc/hy/eQIfgDN/tDxs8EjQQhw5YVZBvUG94IpBiUyqW2J+CdaYBgEW4Kpw64jobOTG45nnWCWEi3wICfvBAgiK61lj6wOM26KfKBx7TGQ8Zwm4IDYiDKjBWBmd60P9DpmLX7edz7M+WDdp74M0VHCDddxA0CaeoyXpIgX8TcolNmQcMJY/uWQIhgh9ujuUQbIjNOwwfK7UE+fjC53lCu6GNfteW+x4TL7SJUSs3ExDh7v8TmxCOgNdlQL+vA4GmDsslZKna1fhzvQB1yu3ZaWQTbHYgsBEXRiOodwZkxnWZkHSy00oa7ZBI3dJdvmiujcFJLxKLiwrObmIxMwATKjEdRIoYPuDgxEyQ9YnlLUnoxXGtw02Kn7EDxmXnuAf+ZLz4vlhinuSfM5Bl8zx0PYaUfLBTxyrCyJp7kERl+tvBeKnJo56Y4FUBCZNI7tmDM1O+P9+Ln9UpHyX8dBvm4saEdvDY8B+N7netSYwDS3CR4MlFLQPcoZNQEc2oFeKkQGFGQbiANeC1AFKALbovw3NkvPNSnhCMQcvu4h7gHgxG78BKjn3L9uqHEklXZqCPzkxvTle68Oz3IcYsucp7koz//UIV+c+MOfQwcqglKyQ8ey89fzXNik6yo91pPPl038ev7uMl5XR3BtY2Fjww6M505qT0yJKFvro5NtMfpkIiVYZGZ4PAhK9k7to/NoOM4z2EUPHMeJt7c3fP7xRzweD9zf3mDnATwOoDeKY0dnJFzu5ZfjTzs89pkadpzdFKkBlEDhde4TAOCXtYHiLC23EdnaCKJKUez7DitAAQHE+/s7RBS3lxeUWqFQtOHYby84+uDvpACl4hgDx/kAO1RRG6l3sncotO6oGmXt6ZuN6CB2e0UJUdLhPgHNoiyBsjHwD/7Bb/Dd44zMqaDWf41/8A/+Crf9t/jVr3+FH3+843e//Vv8o//ovwEHyyZJ8x6ToVyKACg4zpNAgpI9wj2ysNQtWD0vLxTNhhTIptjqC/WWUKjR0xrFn9tv8U//f38bzLsGh6NuOwQEjUYj46rhgIEAW9kayGBsxFNjrXk3lFLw/vYOheA47jged4x2AD5QlE1AjvO8JPoEdX9gQALg5VqnyD0AkAUl7hQZ33Zo3UPfacPj/BF7f8Xra2XA4QN9NIzu2Cu716HQjrWD2nqmDt3YRMYcOFs0AglWkGqB94E2BpoPNjUIwK5fytkFGczpSjgKfYsRLCKL+xxQmGzwKOcb1bG1SMaGDotZA8Z9RX6S+1z41ObwMQg02QgvnPGD2wA6MNB4ZaHHSvAU1AgZZHzLlJUwYCZ1OecdA5JabgDYATga9yD0P5Ui71q2YNFH7CBMxPH9Efn+JRy+Htn1+DJATdaP/9F9+OO+OrdI9xANjfNd/ZKMU9KPEctQ/RKnYW68Ew7KuAE6zzf9C1lxbvrr8KscyjN4IACm5Ij59CHmvUeZ7leTWBc/4cl/wLqWK7vmyzH/2p684qafnI6e8ev157XFu0rQ01dzk6qMRyAsjy03li730FW0KAHNGK1osoUE8DErXJJI5THmZgTOh5MVWGtH0QbRb8jYmc9lfRFAXiyzK4TCz0twCLFXhHEJZtpHX4b+dbKDvhy2yexxRlVZopaJXdFkeE0jBrk886dnbwCce2WyihDX7UDI/1B7LsdQY96PCMymZI4JXMY6v3ycZb6cb6Svn/cuEQb785q6zos/cvx88EgkWmmScjrMYK0jRbRrcrRi/NhuNWmoDrPOCQkFMCBl1S0vtDf/5YIEwAcRdrmWGgOa5W8SD9SWA57CXNeHJ9ywJD5DnFkq7g50EPYSIs/prLujNeqKpAFJAMudzo7oakXPuOb5QcWtxP2fcb9KpkswYlVZLpWLgvfM7ibZaYtUYE6EtAl01lbZ1gws3bG9vpDRhcD4gk48y+liodUQWqbIGVD2ymsFgsYcGgJm4Xgy80eHhRX3tzGw7ZUZmsGuGcM4SVU0yhsDgEuKnQNePBgFmEbmisZ/mH0XI7AOdrLr8fsQlRQJpzPYNIqor0cYo1zwdEAJVGa7SbInUmQdkGB8MWNrzqzto3fc+4mqBKvMOzuy6MCGF5h1uNNRM3NYCJdmiaRKwYCF4eS87FG2NlF2CLL1JI/8LI81yDViEfxPw58b45xMiw1CAb2ReMUzQACBaMX/4f/4T9D712ulfzn+Do90as4RmjIDhwva0QIkSCZKfmVJUsN+23H0AbOCYYregb47zBQiLGeVzq5FIoCN0D8zB6SE0LaGuKrAEN1uBiJLe83SUENEwE5uErvmAkSeAZKnQxJA8sVQmq/96CwuEDbdpLkhP12Pz7//0SH+I4DH0qHh+ZNF6OFIiEfpYDqYWab94Sa5L4TLefXCEriNH7O85/nQmSXM8uTWgqkQ+1o2q7BIttzvJ0Ghk6LCHvZgtI6jnRh94PPnzziOE701ClS2htHIvng8HjgeB3748ff43e/+Fex+APc7Syp7vxiHXwCj/6qHG9j9VZhYygSY1gJ0dlhj8sOipCn3sGARm0FcJ4PZhP6C1sqyeq+wfuDHt3eM4wS0omwbXm+32VQiDxEyKrRW6uAoMFzQ9+h8JDs2+wZoJ3R0fKo7XrADfeCI8snWO1pvuM2StWgUYQ7fDLIV1LoRezzJghNRHAd9lONsOM+Bb799xa9//R1Lg5ghmj5f7tEqFaJA05P7Z8fcl0XJyqVIMXWNujlQgB01xruGjyyUFnBFHcB/9A//AR5vD7yfJxzAtu14ef2Eum3o7njdX/Ev//Xv8Pb+QOsDJkCtLyhbwXl+xuP+gBjwab9hqGCrgn4caP2EWweca7KboYN26Hw8YO7Y9hugBWfvOE4mjLa64XicaPd37C87bq/frPkDAnQZCLXR8TgaPn0DbClaW8ha2G4v+PTtt/RHhuOQA8fZgSL4Zn+FboZ+DrTURAsWFG0pAZkxQsrBO6A1ZAzoMOh8ncAy4tDwQ1qnvpE6EKX9aUFUmOCo++3CQDH0XnA8HFbDztqAnyfggooMYg04G3yPKgPlZ4/BhGpzTvESrCuyvjlWtQgsGkhQl5Ng0VaFXWetA9bh088WjKGQ3tnpuG4olettqMKtkNFbovSI/ZzYLQ4/sQf+GR42WCItWP70NYHytePn/C0ZQU+/cw8RaJ1rWeJnBWDCNTTCP6pSp638GuPjWZvoCjtk5YFEuMeYUQNome/K+OESjcz7F0RSbvlGTPqnPyEfPxofkZuVoJt/nYdcf5OL6xKX4vIu92AyXd4zYQMFZrIsT3SJxQWKHsY2Ky3gXAfbrUC1YkCojasVbh0a9mBYZ3xSKkG/iFPh1MYlay/suwV7duo2FTgqRDeU0FGzq+8nuDDMNLQ3/XJj69vV0EWmf/cFuBlvsgsEpUCAKet5JNnjFJuflyP6xH6P568WUiCz+GNpVaUEQYLS+dRssBnOy8sLKxGOA6VU3G47FiM+nx+18KAO775EuxOovRxX8PFZZD7GtSiKyMQZ4B4acn/8+Nng0UaEgpu4CLyE8VSZtcEigho/02k9UL4hTdvHc51/8Q1ZGoW1dqDR5pzUWoIyKhRFrDXqsVOFPoL9iS5DJhUug46cYEXJmsngJ59aLqABzA5uhoJzNPz1y41O0VjgAlTCYXfsNwZlY5DRUS5K5UmhJX0xF2x+qIPZF9LRU3UpoTV2G036d4BEsqi3Tw+wFk7I1lhaFkr0oom0h2OWKzTohFwfofsDiplN9o8gWrYSxCpa10JVYL/tuImyE4U5jqPhfbCtsHpo9Wg6wIUrCRLleHzQNpAEHQhYouNg4GaW1xn6UvksscrjAGBIavcsw5nU/8wU8NlThu2K7vN0yhp8z/IzOigp1GZDYHrdPJytfGOupTaJGSZjzGpDG2cYHBoXhaA3AbygbAU2GsR8GpWvBuIx79fGwFtUCFwVBoq9W2qzzPf7BwP5bDyA7Or2nKHIUsVfjn8HhwMYA/a4w+QEVPBZFaNW+G2Dtwo7KpoLHn2g3F6irJHAw97SOXYyCxyQbXV6rFvBMGp6DKcdHarT4TY3lOpwL1Adc3Nf11fCRjIDUgSp8bvm7txRcx1eb/CS1RF5eh+wmERzc79iQ1+ATgVAMoAuDQk+AF5X5/MPHamTkE5Uvj73Kk97bR8FBf1yjlx/fEXaHXhoYsQxmaXTARTudZ4MI0cfHed50qY7nYMEj9zZ+OFxf4SYMDs75WtbCF633vD2fsfxOHAcBx73B+6PB1p7sBNb/v7zG+zHz2TA9b6YcL8cf2fH2Qx7xezgxWfdse9baPMRKJ7TqfhqNojE8Hzua1or0MiI3rYK1Q3tcOzniffOBFKPbG7ZBHu90b9oNrX6SinMIqtQHymTayK47Ttu+wa0hnYcAA683jZsw/HaOjYH/IffQX79K5izJHL4IKsGBb4V7C879tdP1BgKtuvb53f86te/wv3+ju+//w73+zvujwdZMBi4pj8510NLbTi+/e4btNZxnm1S/QWG7FQrRdHOziRbDW1LOEaUK9lgksa6A8cdFQVaHC8b9ZDKXlArO6kqFPVW8Pf+3m/wfeshLq/YP33CXjc8jgPvbw+M1oFhePvxDT/87rdo7Qituga2KXQUo+9x2EDdNpR9gwnwOA50E5jQDzrffg+BYdv3CJoEj8eBbdtwnA2P+4n724Hf//B7wAtaa3gc1KoCwLJ6LYBUmAusOYc0ypYLKra6oaigF5YNmgFtGHrrBLgCNDfn3KHE6UANe9yvSSsTbNVCxLxG0o++pIVdRgRdqUSwAUCtKHVDLQUCRznJKOqtoYceUu8tnm/hV5jbepB9RuZ9sM5UKfKdXc62HWN7IQPEHaVWyHB0IwNzjAazhrFXgkZjoESlQpFoIKMCykNEx6PWkOIlhgLRLSLTgSjGAQLA+OW4HBef9ilo/xAIWwaz4N561T/Mg1o7BnVZIs1YMRZwectM5gfYJIyd0tnNKpL5+eFHs0JrGV4VTJ3aP36rErVWfqnIWaDOV1lH63L5+ovvsVhTzz7GZHx/uIfna4kzBMBgH16Z8QgQlRVwjlMptCFg9U7WkLk4yz8hGcSi7IwVixm2YEu7G8QOqFU2oVIhsDwGNY9CfNuNAJJqhdTQ7nUA0Cij3SB1h0cMV6ZPlzH7iuupqZa+5wIR/ONwf/A7/YmkAgCGrVzmlGcRV4ATsgAlgoCY74dnQzD+wbFKBtfzk/mMR3TTbmbUJwYCtKf92Pcdbo77252gnCorBwAUUZy9Y4yGWlgKXwtj4pkDuDRe+biQSimMHZMll3M8wESNmPTnHj8bPOIHMsjkA8yL12gRyonl5qzVL4btdou2m9cyrkVlzIkO9xBJDtR1PiyKcnOgZBke81k77RgQKdOgmIU6eQQT4gpFdh4zLPc/NgSPxVhiAWRLQNUQgU79GU68IgW3ErxY9ygTiHro0VC6QELML1lJqoqtbpfAJLErZn4M1DSSdC4jIHJzIPV4oiTLHXC5MFTkGf3P42qMNGlO+bd4qVsPEWewhW8Nmm4skpyEpZRgQYw5ckVpWCig7rjtO+q+A+4YrRO4kiyNy9r+Ea2gLRYTafwatbfjpIPoLqgXGvKMPENJeyH67OYhccWTnRydxizEK7PGdo1MDAIiwJZllmfkKsEOM38Ski4ok8xTwmma5XEWYF+ty/CAGwu7OHHMt9sLVCl4mmVwtVSMC1ikOZ/zXnEBkYD53FXBMr8I3lNP4XK7Eyz06y/jSbrLRUAdvxz/Lg4D0AwoIwBsBe4PPCar0NG74eX1BS/jhvf7He1sGIPlDvutYR8dPUoHug/UKD0BHNvYQidtYIyKsVXUUmC1wGvO2wKtDHZU1/wC8nt9ulzFsjlpKyjQGEj5BRC6zNrLTa/1kaaLQocB1MeaZyCRa9afbNy6tmfAyj2dhJ8e8itgm4xH7t8CoD9nmGKhSdiKr53YxuqelWVn027F0ZOhASxb7gxsszNn7wOtdaTm2WirpNWC6fH2dkc7g03U+9QOPM8Tx0lA6fOPb1MA+3G/43E88DjecR4nHg8GuuP9HXi/B/PNn4GjX2zB38nRxwmgMKkW+jMOYO/sDDU76UFZhv0hYJjMZjjqvkFsoPeTDp8Ky8dur9iboYGadjaY+GFJv0KlQsdYLGc3+ixWMHxwf451VGrBvm3wUqjDdg68bBV1q3Dbo0RyYLSG3AgTlKpbgZUNv/6Hfw/naPj219+jhq35R//xb2Cj4Zv6PcxPiAt029B7Q1GQzSECVdoEc4k1YNhLgXTDEGqC5H3VEn4VFOXlxjVaCoruKNtOvxAKL0B1h2wFu37Cf/nb36EdjUw/oZ7NOFuUqQt679huN9w2dhMrteB227HVDXstuO07YI7SHX/jvMZ2bOj7AR+NiJAbVOgfVlO8HQ1na6jbhtEHah0YoN6R+EAJ/+z9TTCcWlaP9yOSpuw0t20bSzyMOkvpyKkqSlW4K95//AHjbOjnCWkd3+43fPfpBaqK97c3vN8PlO2G33z/K5SNDFb6SBVjirJzHChpoBMINxs4zxMNHWPf8fryCWWjv8XOc1kWgslwT+fIASbjCqIcxiF1Q9l3DBjwYHdmC4Bdwq/aClCFrPIxJTBw8dfCT1YAo0FhETMU/Pj5t9N2Tl9YN5znOzQS4SqFSV/J3HGFlkiIIxlOkVQFACmXuIJlcO5KvPAPgAR/Tsf/5X/3v8Z/57/3n+D7X/8V8p7nnV+SQhmHZSKG8bUHe2TtwcAzUIIPf5u+c+ypf3CUM3kcMRzPfZFwCKA8S3iyGoK+0pjM65mvznu53OUVCLMxLo4H4vrWmMwqBs+XLLkThI/lkZRLTcWPBIF5LpElf5Gx4hWUe8JZaEfKjCMsuhES2Km1ooqi+UXfZ4pwszponTC1mEaUD0f5dOEYkx9ggAnEBqR0TEkBd0hhyaejwHpDqZWlwpHopPS2kulXKrRUWFnQhFzuz+f3XKMSz8Mitmc8Vte+GULb1611zqfp4GEmIa9x8/r0y7zL53gFhhCElUhaXCUHLmeIx6SA0A88W8NWa3T0JIh+No7Pt99/h95OjNFxjoFtq0EqsQChBBBjo4vWUfd6mRPzTp4ByI8rJ1+b9xaNAGZW4o8cPxs8Gr46zkAIGNWNWYRkNKgoTLIMKNrIXzKvT8YiQnIdCnXhdbuQhmhZJ68otVA4ED61bfgwV8mTF8zHI0mLi9WvseA8+5pG6VJGLBaIoA2ymyZIVBZI4ZH55VuShpjIMgGQrNVWUYgMlHh8MOeC2ffoYjKgWX4HmQ/aosZ7GmNJ0Cja9kFmUMIaSy6AbKdLgIhvzxI2INovfsjKp2HM6zBjwDKfUY5P/LPVyta00T512qhLBkC1hMYA397OkwykQKxnRzyAQmzusEEKtXe2Ai+q2PeN7YPDIVDHEkUPwMmcgFyJe3MjUCSS4mcM5tjq3jGE5XirdjUzAsEwcAoeZlaCAOzzAvJcZZrPI56R+zT+Q1jCJlOKhdkCrYH6jo7WeR4tFZsIYClYymeYmZfslDCS0VUk5svquKS6ARFYENS91qume5VzKr6bc4GMKwK3EvP8y3X/y/Ff05HohTfAFAC7xTzMMSw7ZjHY3G83tE6QdQRbZUR3NnbwA+pYGyLZDQPmO+1UgKZbaMu12LCqG9s0X9idqgIbJ2olDZnrW2CR+UG8ZpXFCVRsMlGfmHMA154ux+K6yjJbotPpiz/k+seXjuN06i8H8Z30Fr72ro9j/zGXp7Fv+arP1wD1Bn+/zIMHADTmNc/Ok0/gUXRFCkCPpc8rwZD/9t7RzmMlLgbt/uywNjqOxwNnO3Ge7Cpk0WGttRZd1hp+/P0PeBwsT3s8Hng8Hni/v8HOM74acBwfytR+Of6uj+PeUD6lnqNBxHHbtgB/OyVYArTZth3btuFWdxznwdIZN5ToGmVORjDC+R2RmNJSULaKfdygpcI9u4F11MLOUaVE2U/MzzEGhnU2sag7SvgZ1ZfvsW11Bh1adfphwxzH2bAJKf+qFbVUln2Fb6hgZnXfKuqm8FJwPgy3l4p2dnz/SaGlo4zfo+oNt3pDqTsGqH8xLLp3GRl1LcStua5K+AtJ/Y827oOsI9OOHuXmEvwQF2pD3VTwut+gybyNgCSbnLBVgaH3Bgiz5GaOfh7w0cOzJQO4KvDXf/UbiilbxzgPjHZGKb1jU+B+v8PEIb//jGaAbhvqXgnqubOy4+zwYRgCNJXJQPQBaPjXpRSUWpBSkkewE2utEFH0ZhjtjvH+mYCyDYg4XrYdI7pqGpyfGwk7zgHH+3DUOiC1QiqDN1fAzvfIsbGZjZnDu6GqoJQtOiYhgCMJO2pA2VZgEs8BAnQo1AsGglEgCna/ieSmLV+FvpzBBmAl0hXhl83S7EvQPoy/13yemiEbvxa4oSjyEr4SG7AM4fpk12GFdYE6IDuALfzLS6Ap8VoFgzkbEuUC/1ZNyb83x+P+zoQH8AXY/Yf2Ec/kTwIn199/PC7xh0iUTnpqD10Aj5hjTGZd2SOgb3xBVPwjq+LyuSzNlJBXCl87P+ICAlyvzT26YeW9SL73QxyVQMX64OvZcsazpCgbIKX2ZPga6aFkZ+ysfiCuuvyjWJDz06wg5EZk+l35yebG4r8ch0S5IhafV0tkIb5PmmwEkZLECoXLRh9xJIhsgFegAHXbgTIwojGSFEWN0jSm/ytEo8NaiO6voZY5XPPnKFHl+Biyqy7Nil6e/WWc45lo/Ou+1nXG0XNeiEzh7JxDBYIh/qQJa24TDMznYBlfqkxwMgG9fNYzOgsQk1OF95Cxe6lkdfbe533MZKwsUs621acmW3j69tn3/cjVS5JOzmERedJi+kPHz2ceIQEZPlzVSuqZFopBzy0VgDtGZ8aUmxuCWs8HWrXGjQvV2OMhR0y7NH7YWPNpECZ6OPeZZbRLSb0OxPkkPptgFYAIkGPyZHCja4IIb4Mlch7ieEiHn87bKorCRDatR8121jEqWBse2WL3ihREBcZk1aiQMeMW2d8wNgJMcES1BHJ6ycpoULN7ttrG7NIyeo9gJu5pBlgy7wOO2SUPAGr16NQWE8nDUDmzmeKLWz8p9MlmCl0WnrOgaMExmEXXkkKNPrU5NMaIXTlsPr/MfNKQOrSkMb+guCoouFCVHWRACWefaIFEXSkCGFqGgeeIW4z41SII5vhw01mbXOoWeVzvUp2K4HcGwAJ4OCBXwfTLxkLGmUR5oVAbopM+fW0FySmdVNG8dN6jebIUDC59bhSzi1WAopwvYdzzzLPTHDcdmM/7zQ3ql+Pf4eGOaLUwfzZznJFpSv91v+1ondkdwwKLW5Sutj6w733OqfPcsN8qer9h6zu2rWPbCnqtqL1ijA7tgyUAWc4WNOYSwQwwILqcKIqIllgmQXGO9QbVELJNVtL0ugk0T5v64ZAVuD7Tbr8GAOXvLnZ7+vf53+v7Lx/y4Xf5XQYevJcFIMFxYYPaeo8vIGjqGXl0SEv/aj5aDzA7s56G0Vdnz+y01lvHeZwBBnrIYdlsTT462aKPx4NlPLOjGkuIzseJ1ht++OEH3O8PnCfBo3acaPfPq9Nflqr9Ahr9Wz32/Ybbyw6/gL+uLEXvw3Ae7EpbtyjNj6/HBfyUKIkXGLoux5NrC0Fld4JItVJPUrKohlo2mj9blLU5kwfs5sn9aKsVxRweZVcvry8EuIznJ/DLOW1hb6AFZQoHZ2AIiFL3RpUJKlSD14pRt+XDwGDnnT6TV6hsYKIpWM2FjJNeCAaZSTA8grUMR/HVBGJAZtAxZrKq/P/Z+/N4y6rqWgAec6619zm3qigEVEBEUEQRImIXRaNgQ+zAL/IpMcYuIYmJxiSIJo/waYxJlJjk5b3fixGTaFrjUxOiSbCPRpM8fBF9NsQORFHppCmKqnvvOXuvteb3x5xr7X3uvdUhiFhr8Cuq7rn77L12t9acY845pu6fM42k4q89mVNElnUoAkdkmVu9OSHexMsBsnJ8jWw7IAIxqF5RIqe6EZzQkyAGgCihdawBV5endjIBbCXixeaKFFpoNoSWtCXRTmliGYkaaHOjAA8hMSOx2V1R590Ye1DflQ6uREBPAWk1wpFoiasIkBK6vkefIrpOtfamS1O0zqFhBluno3mMEOfBrJWUQgkRucxWxxVib1eVrHSHc48bANlhY9uPyRhwDswO+pjqwKkD5cz+RIpaVgSGqoDbXF/upDnwlLM52Wz2VDJCyJy2wUcizYKgpGUaICOaKOtFQHJnoyTwQiAa2bCSoC0EE0Rzx5S/SNV62j1s/RQUkknsfsjI8QYwrJvZVhXkPj76rLMU3yk/B+ZBDkcrZvooeLWROYBhu2RfLN7Smu2FZGgCYh9q5YIRAwtEBxU3YbgCMvo5B5cAjMaXy/hyMFjtvjw2DXIPQbVsL9k1HDYfRpjsekHLnoSHE0q2PzXMUIiqPKa1l0l0NhtdNAAw3V+Bvdf6O71fFtgm9TNJtNRVN7UOpEIQ1hLV4peP5nEBhvs3+rskJWTiuvzKngIjdwuyz0ej/YGQC/tkuHDjE9Z1SIb90sKvzTa0NW+4iQBZsD+VoQ12p3Y9FfPTNGjBUH8/d8/NdqZdgFKBks+xHLeMauPZhxYHvPAODLbymuqlvZzI9po8KmQMoMyIdbmw8jmtKIKVwcAW76QGjWq3hBKZdpZara3T84s3In3MCNFSJ2V2vdfFM7vYebEiYj227Xd4d6kwjTT6ShYltUAGBNAabDJSw7bzQqaHk2D9t2yBgk58duEpGTscE1IMoEYvKcMMIDuP0KsYoSQgQjvRqb6ON6fLCDgpdxXsaDzwcvcJCY4cBBYVFBNONCOqD7rA60OqS2d5LmRQXNf6Vz2Cd64QX/a8WkYBDy+OGVyEUYc3m3Ryi2jteMLILWi1EcWQHVRKW+xOO84tjDOBZ06pg6n7G7OsFpkZ0q44otkR0wwHV+4f24QlQTMyhrpqPS92yuBTGkiyfHsHT91IFRGdOIlyZ8bRdRwmEFkQTs/Oppi2xTApDB33YNkFKvi3UIpoznjOrMjZSeW4BMTY24Kq7yQza8t18EKdcj53Xoi8EAhJI3ns7KbX1KPvC+SHMUQgzSEC9PZ8pRCNEE+Ilm3ST6eYTFowqx5GiBHTaackBjQy0Xatlri1Pdq2QdM28I1XkkgAdhHRSk+81zmJnZT3P8aIrF0GWNmqZUCKM30u5MwaUmeS85w5zDc5wwYY5uXxvJ+z4sarnAWCys8L8295pql8lt/ZfOjBELXvY1zSNnonePzjaFEWKTXpKO8hgKwokDJhlN/5kWFRxgPNNglZnDXrNenvSye1XsUScylb3+Uue1a+lrSN+Wx11bKMlDzqrHtUN5+j6zrs2LETq6ta3tbP55B5D3QzLVEzB7LU+VbcYdi8ZQvalhChhEuwkqSmbVQiI0TAIow50qyBDys5E1uvLBiVXwQZOR/zeY+uC5qhyg7kPMCuaCmiD9qmHbBMxWhOj4MnLVNvnYcnAfqAFAIcE5qlCbqZoJvNEZJY9ykCe3UYQojW8Sw7I5p5QhbwGv8hSoBv0HstoUUSSIroQwBFzaDjFCGOzPaAOVBA7xkhsWl/SXHqWBI8WEvcnUdAzjLP77jaVcSZmLM32ppTqG1oNqTT7GDXNph12oTDeR2IIy2ny7pyYuVVmAfLPEjwTgkPkgiJva3TDo1nwDG2btkMIQf2DahprCtxzjrWEq0QItI2zSpgoWK3sDWJSTFpqQgGiYYQAOojoiSEkNDGXm1R00EQEXBQTR9Jyco7AAk95iFgPu8hroFrGnjr9KjlEIQ+JF0PGmfBzQSxDrEx9gixsWwwJfzZOYhv0IiJHBebpIE0S2AWOCazQ1JxdC2+b2uOZoAjxuJDxETQrCIHsLesA6hThexYA5SSyhNlc3mMbMBSJh2gtBQNTWNsNtZnhwQsgE9kouwOCdE6/6oOTEBQv4aBEmjYj5Fd2V3+EnkD21IGm2CBOyokoX2Yhs8kiWWf6bsrkKGb6y4Pvga2rGetLhrrfWbbgoZjjs9Bs55GOzKfshBLxuAw5fd0OLchHmZaWcJl0Hns0QLuAzGAcg00SyaNDz1KeqBic5SSfStnT5SM4B987MXAWi6tM/+zEF8jw6vcPyPsKG9DRvCKRd8G3Siy+ZuZ4ZK+14mzr8b6LgtBI9mZ4M1hhfFVzn48ofADGGy8tXIegNmjPCa7xteKh/NLDCAVn27hZpR7PlySfDsLF5DHIcDA3g02LY/Gr7wSDQ62WB5QsstAjJB1/bK2n1W6aOn6uAonH9JsaabRwNZDvb0Rh2HnL0JmQ4/u+V5i77utsXWuSAFJVCMnmeRWdnwTWxQoL8jEOjk7h4aUMAKGUoOu60t5Q34YWZypfeeIrqb25heKcqKK7TunhhHxwoXJt58AsB8eBhXUNm0j5MXCdDZEtO4ZmhEVU7SsofyQws5PCQ3HjBRze+RBDwiiC2rOEEkxoptrFCWr1kuyRigpd/NxhaxQqGOkC3Vn102dNsdR60xF0AUB4OAsOiLQqBU5AthZ6p0ACzysEhAxSOkwxHYdQ8raHVkkfPxS5Qus11Czx3S/uUV0jigVp5HKq25ijGYQiaZTOlvUCzGZjCHPCwKG5ym/nDmFVYxcDFZyp1WHw/F5PCEYMcYm5O28TrBJHCzL0coiBZDBkc3Em+TRWOccVVgfMpoSVNOJIJa1QYA5faHvLfVQDbi2VZGz+Vydfx3/4CQzm6CpKPmaNU3Kwra41iJGzUJhZlDS6F8SzdxS4San52+Rs2QEViIVKiWGkaAV318QzRJZXUXqO3SzVXSTVexc3gnnHCbTKZY2bcKmpU2YLi1haWmqpRvE+j7aXnzji1BfLleJMcIHJY8cOziv2h0D00JwQoDP2UPR1rwhoqJZhprNFi06UhZEeBWFNxRDh1kNJOijOSb588IYS4eo/JQP+9F3RApxnFN9y3pvx1d+RIZvFxJpWGGJzCEHICQLZI7uyhb2lIZU3pJ5NCKpUiqcTBmD/S6TQgAwm82tM1UyY2Cokc8Ect8HzOddySabrXalFXqykjnNPJorcWgEUt8HzLsOfddhPpthdWUFs9UZYt8BXQ/MeyMjTRQ7M1ppzWRScbtiujTFbHkHGsdomkZJi5KNLGgarxk/ZujOZnN00JKk1rH+DoIUexWnjtr9i0xTJomu2X0MGgRgB7KS+77vQdCuqpSzshngRDY3aObEhFts9Q3mqzPM5jOwREw3LSEioO9WEcNcx+d0Pw0aFRNOAkeaqQJ26K20H8hZrlmLUh0EbXfurDzBWq8TIav2Adm/pyHTIKGUnxvfo4HCEizTd7GFwMeIbnWuOkN2PSUK4Bi+bTGZeLAXJMQydzBrOVjLDtw0aKdThJu2633gTrWTQGiXJpbRou8lRQFiMg0PgqDRexIDUt9DUkIkB0/6+aRp7N7o2h6t64BmLOr5N86huefdjZgLJhOAMieroa/Bs5tuugX9XO1CjVYredSl1VLy6rzDli2btfafqMxxMWnXzmjyAOQEMQTMZ3PEkADuTJNjjs1btmJpaYoQOqQQStBNAITYI/RaPs3sISCQs/vIbOX2HuRb0HQKCT2EVCBexd8bNE2LlAKCT1qmiYE4JFK7EiLwzURJS9ci+U3qIOcAcGaP2LL4Wcv+konH59Lp7CDm7m/MrM8vkWVAGTmI3FkuW64oNpMY6QV7RtU/jnATW8/2F8jwV1k+RmRDLlHbaGkZ8xMFafi5fD5a03flF5cj0JCBYz+uHd3it+zjHC8ad4PNJ6ZHTesc6uIjkHYAD7npRWEaYPbR6CLZn0wKyejcxieWRGxut4oPGnVFKwTO8PfCqGmYDwsPIAKJQOQ0yBHYmHhk/wxgZDYjpxLk4esxcvnaYDeJkVUCLrI5BCmBdk5DtQlIK2yEPJLbNIhtw7JDTc4lH5DW3hcM1zDGWKqNpHxu60epsjAfOkWI+ZyDjYuB8MnXb8NjlUtiH6KsT+MMed1Ur5lWkMgC8SU0JJvkOQfmf6ufr9nJa/kG7R6uY9DA8fA8ZL/Q+XGHtMXnde1bmNdo3YWUE1v08/eMvSaPZvMOLIJNkwYgp9IPCRjEUTVLJeUobCJs374DoQto2hbqOGt5jp97bL3bFgAAR0tdsxMREIi8smGUMLR6Z2vHqNktzrmBZbTMoT5YuvFI9FozVfJDSHAO6kjna51fEskxDH1ZU9QuNlmrJ7/9QgOxVWoTCabMD8znMzROb0xKquwkzqPL0SyndZ2StE4/atoIJOYUzMwCizpsZeJiu9lRdTdsUmGZWctVhhM1HOFEI5zCmGCLlRjmB4QsbRxG/uj+Q1IRr5SiloDlVG/TJ2LW8ep5WfmdpUZnHayss5C3d94VFjwTS4TsHJIaUhZV0x1ngXG95zYjABiijRITUkjZylRCyDFKu+ORXwSS4cWDOqfeO7Sth/cOfeiALj8vaV3dKAhlAiT1bnUCJrJyNmT3L9+1Qi4xDRNsjpg6S9mOoddrb5MZEdD3as47N0QFfNOUSQ+k+9Y6ey1XhACxi9rxxI1WEnPEg+ngaP1vLjFSLzcbSkk0FT2kXnV09nZCqPgeQgZtmihI3RyJgH46wbzrsDrvMJ3PsDRfwjx0mMeI6XQC7z2c92ijTvPZFB7IldydEWhaD6TWSOWI3vXw3qNtWzSNx3yeCWwu72dK2pJVn1edj2ya1WwmWjgD/V+MKlALmKSIEpw6NyrBGcKQhZe/vRhdGohjtvd7IyMjxfWfUR5jHpP9PyEhyODEZnIqEyxSiDBnJboD0ZSE0M3nyGRyzF0QRUoAAQBC32vXJyOKxnX2YmXd2g1tpvp4RjTNu4DYa8ZRjFo+s2PHTssyUj2YvletpCyIvXrLLUizmT43IQJ9D4zm+7WPV8Udg9gJVlfm4M1LcOTRclAbqdfsm0nboJlMQOyQOtWuckzwbaP2nYz65RABjYfMO0QRtEYkOG6UjHEEbhzaVkvD+mDZ3pMJGgclflgASSZzRUAUCDSwlRUAuj4Ay8sg1lIucaovqN21CMElpM6edhqecSZnZecOrfdoGhVTRUroY0CcdejnHVLoQUxomwl806gYtQleR9LMG81mT7qe9myxaF3jHA+dXiUGhCjo0VuWipJCxKzGuERwFKQ+IjiGeMZyn7BjtYN3DdqlFhOeom1aiG/RC6PZfCBW+5vRz1XYG5tUO0gmQNf3qqM4C4gSQAJ4YixNJ5DASs5G64jjx+V8OeCVEEWA6KAdu6CkYNLGHu3SFJIAz66U3unyT2hco0LhTQvnnGYqiZUQdhrE5M4jGGnS9z223bwN3mfC3cSjzdLV0ghG26hNC1gmVNLMmlkXMO8DpkGJuwRCIoemUQKsD3Ps3LkMBmNpaRO4cTrPtFM4YjTsVNDdtRA3QZ8E0neIbA4uAeQdqHOIfUTo5qpxSmxrASNFj9T1SMm0LKHZRTwydwCYkLqYiPVQSlPmcbuG43ViqWnLehP6qM19oGLCk2aCpmm1c7REIOZM2ohIPaz36ECiSNqv5tFsmo8zNsbkzVpQKVXUtVMAzQwR0RJ3keHyLZBGZg+bYaF+7+g+GmGSKzlSQvE5CCgaoussgeInDrvJJHXO4LfkkHK+64c3aNtkR37h/EbXYqxhmwNww04HAsM7y9TkxWocKQbUIveB4apgOFET1xg1kSIxKoiA3KSHoI0JhiB4BpfPVKtvCMiLEW8l2A9AKHfwNoKEyLSMzUd3ObPakhrccB21WziZvZTLAAlslR57wtrMorGmKwoBPLp7REV30tif8t2FfdoJZ3Kl7CFrX645/kL2nAjms7n5bKY3lQkkGfSK8y3LEishpmJnZqIv/xERLNQD29xGo/ltNOyFc84ryOAYw96hfBnsLJL+m9zeseB7TR55PwEhYR6CChqy0zaXJfLLgFORa+8nwISB+QxN02JpMtWa4RxxJWDHrSuQGHG3LVN454uRRAQQa8eDEDqdlElNh6wEH+0qOUspTgBCgnV9GyLZG4EdgTFE5yjpIqCZtFJqDYcHMN8Ira2MMRahPIF2aGDT4YlJmcM+qpgsswoDhpjbgKowYIoCidaykHId+DAJkD2IKZpQuN3w0M8hqS+CzUDUOnojYXR8AnIE77WMJdIcUebI7UaJGdTqcX2aAsEhpQBgNhyLBES+OJ86LTikpLFKAYqmkjNncuKt01pQTSjnfRHdjab3IEnHpqSJkXtFu4hUjE20Nl+gxy1OGrSMI8RQhECddWljADBnVkmRoSzF+6boI5FlYWXdB7EsKHXKovpWpNlFgBoVEFgmHMq5iWWcSa7pFY0As5GeWaskLybOM4j0VXPeo5t1gIkbZ9G4GOfDxMlsOle6eDoTJybOZJRei4hk5Js9r7krX46skeh1kYSUOuRsCCB3mshiuwGz2RwfuPiKkq1R8X2IFIF5AvoO2LQJWF5Fb9obIb9jEEC4aOaACJNJi6WlJcyXZphMtMRtMpmgnVhr6BTRTCboGi1pc07f+6bR0oEYW3R9r1Fvy1RiZ8RsShZ5yqWyQ6pwSnkhz5l8GhHO07MAoChG3A46Q+sN0EXyCND5NyVRAsoMsyHSOdBkG6G0agWsm85ou2ykGdFtnLY2UNJ0w+HalvPU97DrcgZhFrUfHGsR1TOJMZbshUweDdsnzOdz7Nyxc8gySWJdI6W8q33fY9tN2zDv5pjPVeMo9AHz+Rx9HxBmc2DnDqDrUPpuV9wp2DmfgR0j9B3AahQ25NGXUmuCI10rQh8w7+b6jjptYy7JOsmkVDokJqdaZ12KCNDM+2bS6HrfB8wSoZ1MsWVzC3GMLQccUBpehGjPaFRiIEYlm/qu19IkJPR9h9Udc7iWseQdQKTfl6T2nQCYtBAi647DNh9YCTqriLNYhpMQTKsIJYMpvz9igtypn4NdUvtIcnAmadKsvWrMDg4ETwQkQTefY3l1jm42h/ctmqYFN071KvuIedCMZPaMKDN0s+1o0wQAMJm0cOwtKJbQhYAJefi2RXQR7XSzZsa0DpNNHq4VrM6W0XVzCATOA5MpsLJTifMcrMx6ikxUOh0BNncIW8BVM3CYNZg0nTZmlwhmK6tqz6dMNGU7AuixCnYOWw86GAds1eBrLl+OZl9h3lpb+oh518F7DZgyqyMtyGWzOq90IpitdpBE6LrObEiTQ5guWaWy3mfPDj2gwSnWJilNo6UnZPdESDCbrSDrBnkBkAghOSAFs8tM0kL0ueijNoTo5h0aadA0Ddh5JaMkoovJHoI4msuoOMdwUrQ7i1BtHBz4oZxY1JHNoshOs2M1OU7XoewYg8hyjNTm1F8kOLLetikhpd6CpcBL//unsHM13B5Txl0OAhThaCYUuz8zMwuBH6zn2Mb3aP2+s7NtRI1zEAugeK+duAeSUMmXEOOGwaSFfWZuwZzqnLyQfz/wOuutCHXPpJwfW1WE0GIHt0IUZLIlXw8M12ZMHAlEn/ssn7IWaz7c8ByJMnUEclTICLXrzWd1A7GkB17UadX98FDiCgwSHfn8xVpeiWYyMXs4AK2Yr2barALzOckaamU/H1qZpEH5nO0kxfxaIMfKeQ7XMD8vqeQRLJazZe2o8fXPg9+VXThcj8VnMms1AwCJ+oYLAtvj72WfNb8HoMV7T1SaMYk1wZAcnLS5zTXaCY95NMfRaP/2M2FNsxrYs7twr7LtLAvPO5necS7zLoFSYK/txb0vWyO9wcqKeot2cekCVSLHUMOe2WtEKER40+XJ6fkacWshXuu8g7WtFdGJnL2H9xoBYCttSICFsm2h4Ky7ZHcN5pgkK2crD47l8+TyUruOsYgfahqbviBa601GigDmOIhgEBbT6G1xTyS/mDLcHwiYxDSYGDEyADXayOjfmG+WBxy58hBYHqzujqOO3R6aGLKj4yDwuoCZc4NRHflkaQrAonNsGTUWtYM9kC5MIJGQJGpnPpnodWu4TJ59JCQ4OPZwbQvEbSbRS6BiMBHIayQq2XUFsXZCKZ34LBpgi7azSCazw4j+NGacEEKCR9BLMSKPNN1a2xC7rMeEIe1PJ43x5ECWJWFRhITSupWDFd+NHLjseEuZAKVct5z51IegBj/boiHWpcXKTDxR0SspTigx2KFoHulENxA93js0rUfoteyNYJEQE310RhyVSEghgTSqoAlzVibAo6w01xhZiXJdSpRI9PrkNZ4IlTi6S8Be+OVlndRiQup7zFdn6JZmWiLZRUxXJ1Yvzei71kiSVDJiAAAE+JQwn3douh7T6VRLPnxjpW5KCCMBs64DM6mgr/fQYpoGnATOFqiUBCEFuMiIIVl2qB3KSNEkQ0ecHK3KcxwoAjxEYhbOeTHUBkiOyudInhTNt7xtDIMxXyL4eTxmwMVg5cajYBBgC7p+Ueedvi+TQLS022Jw2twzn1uwoxBIKGXLIsDqymppdR5CtHljTDZFdPMOO3fu1HkuRiOMVFw7xNzONeDmbTcXfaM+9Eh9gMw7SM4yms+tLjpfM7sulUj6noKZsfnArVjduQMxCtrGw0FLdEIKSCFp23VKGnyKEUuDnauZpxBtZ0waKCLnQIlsvQAgDo1vQEya0SYRzgWINNaxBWVNyTvO5ZaUGCH2cJMpUgiIfUAMAeQ0G5EZiDNB6HsQCRy3ADHaNmvPsAWBHJxTkmHeNmDT/8g2lV4LK9sShxh6W8sD+tCBoodvp2rzWdm3YwCpyDEX4ojNAE4hIsx7SIzo0wwhdOC5BmSYnZY1JUEXEsgl0CSi6+ZofAvvppoBZvabcwzXehUBB+A8wTUtJtMGjh1WZ8uYz2fa4KLrMZ/3iF2A9xPs3LkM5wPa6RKw1MI7QgwCcYx5EkzCzIy0pN2IiUsEm82u0+AiYdNSCyJvgR6dOzJ53HUdHBFmKzsLSZ8SzPjXW0tmi0iK8A6420FbYNWMgzOv+gfaZCH0+M51t+jnyML9mrE8mUzRtlM0k4mZ3oLQz+EQ4XyDxjFCr3IF5IEkauMCDiQpm6QWtBtyGdjKzLKN5cjDNS24ncA1DtQqeURJEFIH740gGFQ7CrJNCQwOuiNCcmwZ1+Y7EKy1eHb4s6WuTxeT03JQUgHtqK0oQBEIfYBr9FmMpJpQRkGoMH3sEfayQ9EPDHKGjXn7IpkQ0EyVrKWqm0oxMjMRlP9kcpkE4xUewMjhz8SAOcyLGSkjOsomuZKxY9uPy3ZKYMtSNNQWyQHgVAwTHj1mY/9CssVCtG68G8LGoP8ck0ZrLicy4ZTMr8k1DWuviQ0x2x4LSQ4YCBgCGIRI6qckDHZJTAJCRCaBJbG9SPmI5iPYu+KgTVSK7Sij+WbdVVD7VLME7bxTGZpJtNBoTRoysbJ27eL5lhuJnMEzbCIl4D9+gLI9BVDxmxau84iwW7iuxa8afjmUvA7E1EJGWT4o2bZ2b1S7Te83j4jUITPN1nMaKo5g97PxPl9JZAt5PK7MIWTeIpd5R0uwWHsNx/7w2pMm5IBtwo03XIcvfv4/sbfYa/Lo+utuxOGHHQTyrRoN7IZsCBlqLIkJ3jU2tmVdoIMAbnh4c8kBCIAfHo6sv+K8A3t94JNtxzRObbTMEhPOUE5ES3E0hYeQQ0AE2GRmL2RelDPJwCl76rofaMev6WSCru8RJFg6VyaN8o3OEeUsnKwPK9sx2W4oCPCerbZ0ELkkGeo08y3NHI9m4Sibm1lMAuB8CyJX2rbGCDi7JoMau4DgQXAAOYumDJw6komaJwxjF+iZk2Vk2b0sLRrJgcBom62F4bcbDBBjHufwHE243Fkk0pWo/sD6ojigmRHOHUVyCh5sElGRRJTnPd+3DDHjA7DrvOj6Df/KrCwp0ZIkAUEAyl0Nhuug9yLZveKyUBRiCXlyIXt5bVIz51UkGlEoyOn8MNZayTRtu0jQ9ySbLzqJM5xLZigmgNR5ZKas6TYQZNlQyRMeRMXdKWl6qgU4xQTCihbVmDxa+KNpohV3IYhAw7bQiG9Qh2HVns2+U7KDmTCZTkqnp2gtrzOB4RuH+bxD27TQVvHWjS002g0sJIRWVAuFCb7xaJoGTfJwLiF3Z9PgQi7XGokmjt4REUFIKiqbndkSlYJGyrLWnH55/NdgIBZdwiQQCSDryllEA+0bIayNBA+GBI22WUg5tkV8bBSrMHmH0rFz9Lvxn9nqaiGTNAKp72w+xurqzBoLZGIoWVmqFE2j+XyO5Z3LJZMsGbnX98HuWUDf9di5cwf6rkfqOqS+1/K0Pmgoru+LNtPC87LOFK24o7G0tAlLE4+wugqkqHp2oloZjjRDhGOANpnQzIei72iGfrJ8X/WTCXAMBC5zOhOBvZWsx0ECICVBYxm5AMp7WGyT/HkSlRRI0RotqE6aBmgitBxcxxCTYGnagluP1a5D3wUQOTRLU/jJBI1Xxz+Tu/qu2npqpW+awadBxOK0xQBKobyXTCrDnUJUO8JK1dkpOSCkmmykBl4pAxWIlqNNJnCNCv9H0WNpRzuzT0WDVGKlAjEmdPNOiXHv0aQGMWn3yhB6wMT/QwiIsznivLfSfcLS0hKIWcu+EwBycC1Zxgwj+KmWJECdCu88AI/V0CNIA9AEriF4ElBYQW6OK5LLPXLGvmW0J7NfBOBsjxFKpJrJITopQawyz7KpX3oNAISodtpBBx2AlAiAK8cUMHh6gF5H36rgdtuinUwAiWhbh8Y7tH1nAUOy+TjBJ4ycNrODNHXTfAUBoARVbt5S5AtIm5dE206ItRtaUmsMZN82G95bpka2y1hTX0BJ255DNMMpkwpZb1XJo2yrqQPFxKrxZ9cppUwSRZXpgAaFQWMXG+tbwO8H+MrnP437HfdDuMdh9yrXIev45ayjxTKida7rAjKZpxsueESL5IutrwBG6/aI1Blhd/ROycAf+QB57LmVu5IPPPhoNOw173m3WSxj0osG4rKMARiYM9Ftim3Pgz0+JgPEjP7i8hQjfnzNdH8JllUHVjI/ExeWrqM+dMq8kR0LGMrYaOGc2dyetdXv42uQy6GLvzka/+BrFo5u8PHytRqf72CsFeJoLUqmz6jbyTjzCCk3kxpvP5xa8XWT+eZEg4baGuScrryiLWZv6bUpOpuW0UjD4fKpFL9/tGMrKW/g0mIyxKLfNuIK7HZm4iX7x1Ku8Xj8w9N6803fwVVf+0q5pkPwE5jNVrC8c8f6i7wL7DV5dO31KxoV8S3SWFMI0PRquxibNy/hwK0HIMWItp1YFCh3fNIuDMJqhDDzsEiYww3W3BZvE38qDw0pjyGEnEY0UppRw8L0Zsh0afIFJrI6+NzaT0bpfHYjktXUC4lFKIx44WRRFxs/jHxa6OiRHxA9J0tW0zeJVLhYGWMlcrDuRRiY0vGsQOQWZlxmD8C6sHBeNFE692iHDQKRB5PT75dozYg1BhW7ceE9LXzIIFg9ZtidbyFpeLDVTyWkNEcWIQcEUWJJ3VTDJS8i9rOdZ3aizNotJHp+XnT+HBh5QPfVsBuEy/OVH5/HqCwlZyORRUFTMTJTyX4q5yPlSmFcB5xf9jz5iQgiGMyZW9e0auUgw4KoOvKiZBNYXqSQjVrk66TPbdZ9kj6PSZkjjSZKIYKyEUSORkPNT6Hey2Ti55kYy+eWSfpicJnhWXEXhEQlQzUEjQjCTIDQaxYMMTDvpgvlUr11aeu6Dr5p0HcdQqvdEsM0oGlaND6ibVQLoukDur4DO0Ibm+LMeJfgPCMGnS+zwe29R5QEb3P82HDq+gASbfqaS4yJWUszk26rpW3Dkks8GETZEANQ2t7z2BoY8Ufa3TFrpSzOuXkOykL/5XJKfv+HRTiEaCUdw6SZjYhxNtdsPi9OszphskAezVZXCwk0/pPnqJQiZrMZduzcidCHMjYVxx7Io9AHzG/dgRSCEkUhapZRLlFLY/XuijsTS0tLQOzRuMYi5vose6/ln8HE0FVjQwMr7IzwseBDMfBMt4as/F0Dd5wX7QV9BHKutMIOMZY1yDkumb9qpOoxopWDp5Q0AOiVPIp9V9ZxZGPTbOYQVLCdnIdLqtHkfBbItlJrWy9FyAr/2UpfAS+MELUsSK+N6U4SW4kVVOMtJn22TWRaswWUcNbSp6haiEnPI1IwvUZbu63lOwLDew3IEek4mBhRtAFACEE/c7qd9FGzsAhoJh4ui0VbZqRqrKRS2p+CdszVsl6PWexARIjkEUgzFR0cmBswPBIEc/GaIewcmBOiWPOVrJVmTVtSTHB2voR21NzDApWONOtIkhF+2gwjd+pzTsvbhdTGjalXW4AJS5uXIEJaklEcIofgNmtZcyb0mNG0DSQpCceO0XhXXPsIQJI51znSnomuFC2bQ3SOolTmStj2atNoKUdISTPMnEdp1sMEOC4SGEUfhKz8A4PLpIHttCDnMv4d27sx5ESZf+G42HSZjBTLMs1leVkt16z0RSdyP8GN112NQ484Enc/9F7QdRDD3wIkplIXMvYh9Gf7n5RVFDkJYN1mI2R7dQjkArmj4DoPfR3MwcgPwSigPQwzExg0+g5GZMN4jLLw1zrQeDhjlmTtmPIWgyOfmyks6D4WuyQfM/9bjGhaJM8W+APbz2LWkPmB5h8vNJbb7TllsW8pY1okj2S4nsWzH22Tr+f4uhAAGmfYjK+f5Y4RFu7FYJ5lUnnwx3N1R95DGV15Tmg8jOLTFZ1d8yFtU+SrNboMRiyM7pHk59GuiQzfKJrco33lsSfbLmuJOqKFa7inmzImi0SAG66/Bss7b13cfHRvb9l2E6759tc33Ne+Yq/Jo1t2AFdfcwvAZG1faTDqswFEwCGHHAjvHPp5p6lulNBLMKc+lU5Z7aQFk7cSAL0RTJrqJjFCRCMRbE9RqduzBUZV6G3y19UKnv1wM2nkSucoAxGyODdg9z8NL5pQZk6haahEupjkrKF8R4IMZQ3I388vP3RCs9Q9AsG1puthdY1ZpyaKmJMkSDHYPvL58kLNPIBybkoYiYo8inUwY01tz7o3zE6jd1ZuqIvfEOnJYx4jAXCil8oaptpDP5phefgxJ9/kvnVkJSeh7wEQWq96CEIYCdsOpEoImqYPY/az4F3beBPbBnJ3MMC67sE6exihVJbxXHefB2hva26jOTC5uUvcsHDl8eRP9Bk1o4BydBRKOhbnUOAEhUzU82ek2Ot3ASOKsrGBco006JqzNHJUeIjSZP0TomzY2DgzeTS6Z8yUdc6QF6M86SbJZY15UderpV1C8r9lISJXcVeEOZpzfZeCJIS+NYNbnbxk+inBiKO+m2I+mcM5j9D3mE6X0PUBXd+ibSZomx5d06BpO9VECdoKPLQBbQjom6jvaaOEvWOHJEAfIpq2gXMOjY+lQUAmj+azVS3TpVR0z5izdpo6dH3oMF79OHdOMmchN0sowvujKzGkrFPZpkRD10BE0HV9WZOAXN4JZGtARBsjdF2H/C6WLE/7OxO681kHMdFt9f2lOLSaVdRpmZnpGQ3la0M3tdXVVezYvgN9WCSPQj/ok8UQkHbs0GyjaGOX7CjtyvKruDPwzet34rAD7BnWOqoSmc/PKFvplyMUUif0AWTBJpaBpLRoGMCsWnriyvzurHystCu3jIzQBzh28Jzfywax0XkgWdZRIStFpQnaRvX7OnOgnXNlPomxRx+jCnLbupyzTDhnoo865+h7oAFDB+3Q5hqn7kvfo5No2cfZ4QCKLg68vr+j9ausZSKQmBD7HpIdVIGSLX0PaUxTEQKkhNAlRN8jCaHxqtdD5CAg9Mn0z4xI9p4RIiGGBAoRk6UWHqotCefgWyOfo67NKSpxRMxgz1r622vwJhT9j0F8lpw2xHDkLftSbT6ZbIZ0q0DskSTAIYElIoVeg5ApAeLtdR8FpgDE2KnQfgraiIXEygBVmJZYn4mYEoJ1SFaRc8pUHLSxhge5Bj2mJjyeAOtQ57xDCoPuj2aSM8TsrhQsqCXZm9JgLcVgfrIgK2cOWQNKDJGKsZjOE7Rbs3fgZqI3lgjkPHJXNbvd5U8S0Tgeqx5qMVBHRHqCaKc+Mu3RbLKzips7K/lPI3Fx3YdlcZsu0rDosAVpN2Qs9gOM1ktkLmRw2gdHm4bfjwig4nGPg0Xja1m8d1l3ibPdLzI40WnBls9kh5R/6+Mgo7JFLDwfxWe0tb34fKMsovKVdUut2f0kmuSAwR5Zc0XK79btgVXKhYBCphbfVwBLbSzbJ+i7lvm4slm+vEmGLMBMnuW5Y58f2fE91HdhIC+GAZVgQyZVMN6GBh+F8ic6cHXZhru/8BUqG+u9GZ1r1njC6J4wu3JcHeNAwo05qPGpZTo48wk5l2lMTpY1RoZKmUHfS4ywXhjc6JkaHbEEGK3bulipG+VriIXrmq/K9ltuGipJ8u/NLkgQXHn5F3Hjd65Zf+vuAOw1eQQA190E6BnFXW6zsnorlnfuQOy03Mw7i3qUl07P+Id+6AFAYRTt96wLCjlWUsEi18ymEQQAnEBwiAA8k6ZIAyAvIPKl1rbcdAJisuiyZGZyyKLNCxqbeBeDQMLoQ9RjOw8wNHoVAlIKCF2nBpkjpJBMi8icocYhjErcPGBGoUbQQpyjdarLJEXELGokqMxTGp0KsV+cYKysT5IaK8k3tvjlicq0BzxbFpYaTqUpNKGIdeVrX0q37M3Tl8JK+fLvoau5gMtDL+YgAZpFTzZxpxwpFEGARtqy0r/ea4FQ0Jp4iiAKprukzg+nBpEJTdsid7ADGCKDEyqSIDEWAkYnWstGEjaCzAR4Odq9yN30YGSJlv71nXaRKu+pAAkRg8YVRlkQAi1NM9LKZYM1d5thjRrm+1EWPDGnUg2PJDlqlkv67IllhvMwhzUb8k2elwAiEyVVDYTh0bDl2zLq2OWFb8T7iQDWaS2/G2RVyeP69Iq7MpKKJAu0PfukgThCmM+xMyj50Pcdun4J8/lcyWcA8/kcB2zREoXp0hTTyRRtO0HTqnjppG0x7wJc6+Bbpx3cvIpu+8bBN01petB3PSaTiUalG+22w/beEgipn0PYgzhouY1T0iiSkUei72RKmdQkI2VV/wOkGmHa7U0AqNMNwOarbLDpD31nornO6svtfcjvwLybl/lqwegaZXzEGDGfzzG2TtRgHcqWJSWsrKwgpYDsE2Vif5xhNJvNsLq6OipJm9sxdA5ZXV3FLdu3F2c+xoj5bK66gDFqaVrogdkM2N90Nu6C+LX/9WH8z5c9BlOXkPo5GisjXV2eYcfKHNPpBIkbOPbwZtlqqWQwJ1j3o4ZmhLO0UecdPDwYDr05G8ReNYUgJWARQ9B26o1mgDuv655vG/jeo+86xD6iS0pqiiR7d30pqYQAvlG7AkZGddbhT9/f3OlISVHyjWY+F3LAPBYIAiV4iGaWAwgxYr46R58SNnvGhCcmYh3RzQM2+wlcjBDL3ElWno0kRr526GPQUrNG9Y5C3yP1HWJwaLgpWexd6tHNezhPYG7QeodJO4VjjxATlldWNWoNDRyNbS9PjOR07ptMCI1JC6yGDo1TggtiQtnM8M5hqW3RQxDCzOwnkwxAAjmgdR6BVVeOTGSWSDU/GXrJKAVEiLWs16wyTnN40iwhIbVsYhQETyDv1epMCZICYupA7BAlQLVUWOdvN4FzDQjAjh0zoFi/UGNg6SA0KQCISKFDycYuHZUjBNYkgVUigdmIMlipWBLVeALAWTGdRCsVyBz0UoKvelkqEK8Wm+jFAE8H+0S4MdvMmhdI1spcdAgjoawfYoFj8qpvmqC2bNf1gLA+w41Da9XWISWk3kR/S0Y9kGBzO6jYdkT63u2fUNt1LB5dytSxC5uSSo7NYHTLYvbKAneU1+P17n4hJnIAOAUtiOVx0N0Co1nDdvAON/rJjmRrdw4Q6W64kAqF7JBcxi45FgDAOoVBiq+bt9Fn1o3mlfGJZv5Md1QScsanXK6T5Kuu5NG48oAGomHxOq09HK3fbm9g51QIIVm/yZjoYSKTATG7DGMtJ31KRIakjfJS5YGPhz26WVlHKCdD5HPRCgp7kbN+MNRndo5Ggb/8a7IECLUx2cGC63ZAWX+Csvakh8NgyHIfsqgWrrJImWnH5JYKjOuOQq8BzfzsEw16UJd84oOYra6sv+h3Am73WW/HsmDH8toLvmjk6iPzFRPfzmVKgCCpbgsRTnzICZhMW0ynE0ynk5KCLSmnzalY33x1BiIgzuKwr3IUvZlLm1rk1LJo0RJiN9xwW2Qa6xDW970pntOQNGLaP5noEBAcOSQSJbaSRudCb11JSLWTmEk7aVkJiXZWsTRtgrYjlYCmVSMwd+YZ5H2GibBpGm3hakKoISrxkYyN1nRpu44ikKQ17Q7eJvhUZmOK+XVTQzMaQZQgpXwkT2KQTl/W7CxBzzk//Oz1uwRlUrXda54sLM2etPyvCL3Zi5VbhWsTetZ2twBCmGu2kjlvIUZIiMjphcQ56h+hWVpKCCnra2yuHSc/O8MZi6WG67kTOe0eYH8IbGWLSlQlSzHXTiVRmX7rbhtjJrLMSLJSO73ImeDJ1y3qs5o0tXws7J5tbGJLrYfuW2UAOHsP9rxqlCw7nPYhskB8ikllnXJ6t12LoYYW4FwyB1vY0q4J4Yq7EhLQz4CegdUcO4nArTuwsrSElaUpeDrBZLoJ0+kmTKYtVpZX0fc9JpMplmZLWJouYTKZomlbTNoW/XQJs9kM3GjGgHcezaQxAqmFbzx84/X97yP62RzeOTQTB+d1znKOy3y4vHMZvhmyE3KAgO3Z7zol0gc9JdKymqDEbNN4aGcpC1D4bJDZnIVsgzFWV1fN+fVGLqMYdpKAleUVJXZghgRng2EwIvvQY7a6Whx7IP89zEEpCbbfst3IYyljkeLkagBj585lzFZnmiEQgpbD5TkuRKyurGL7Lds1IyqEQcsol6WlNPy74i6BX37T/9njNk962L3woh+9PwBgdWVFxaeZQKJaZhIDUgyIAEgiNrebASGEmOBahm9UZ7Lr52q/OIembS2bSMAhIIaIdqKdbJkTvCf0fUJMHWZRy1ZJxJK7ldAAEtgDTdtoOWqMmM3nmM867dPgnDoESdDNe6zyKpgbgJKWisWAkj1rGdk9CTiZFiOrnQTRjGI4C9g5DwfGzu0zAGqozudzrPYBDTls3bwZS5ta3PydGUQSvGNM2xbMjI4JM+tMm9JQgpedSufUIvLEaJyzAGTCpGmw0nXWqEKNfEdDeR+RdnNqW4fG5govLRw1RhQPTiYRMJl4uCjo2CHlEqqEsma7hrDJT9HHgBi60lUNZsuklGWbjQiUBElAK2orFWeRGOQEJE6JdCKAVTcyBEIij2bq0baNznWsGfUpCVZ2rmDzliUNppoUFZGH+AZ9n5BiQC8ChwCSHil04NRrEE0SGt/A+QZJGKEXMHv4ZkmrCgJAjjQ7VVQUXqKgT8HsfdMpzUSPc0g88nQdg7yDIwfKDiEaxEgIRAgpaSbWyCEnouIzEpl+mJPBIS9OXQK7BgSnXZuZkFWSicybhVEBjjGbrUIkoZ1O4JxTGzhpALPdj0v+F4KfI+SfCEauyEAwld/oL3X7EZuUS7bKDuwzjPahc86QlZ/HInkbyfec1hMwOTNmRDgQsXZINh9HbessD5E0wEqklQMWCANzGUMhaNZdm/xvO57Z3xtlHeWBuiK2zMN3cgmljKgL235c+pntmw1JpA2Qyb6NSKB1GGXLjK+5nll+/+Jwn+2cBxJkuEe50dGGYzJCJ8YE1+h7r5nnwzjzV1Vwev34S7ZWGftwrIHUoQV+SK/fKCtutM34e+su1YhHG66GBgky25H/v/bemctWvgkAH3jP29HNZxtem+8n3CmUuQD42tXAkMEU1zy/AuavYLLkSpv1jCSDON5hhx2KY+5/DIgIoZuV7JPxS0MErK7O7MEwYVITUGbovpqJh+PcgloXG2IH8tYhLkTEPiD1vZEVDpuWPGYrKoDqmNG2ExAB3XyOtp1g07QFnCBIROy1ftu3XM43lzUAAEkAsy9OCLO3NGNGSoMTpY5+AnuNxg/BHL1Gzju4xmE+nyFpSARcWOoRu08EYDRBEVRwOZM6pJlHgmGhjWlg3gs5bBNZ6KOVn2TxcluIrXMApyGtUkTFnbNgOQHWMlcn+i53PADKxKyHHcoNkwi0YyprJzjnwEQIvbHylkUWs/J8StoeGANxlJLAiRqWZF3TSoe0/BSKZlfl5ihCUAmifB2yA0maueBy60MRuNHkrYKj+uz1806NUiOnMqGp2i0DYx3jkCVlgxmyIiCm6WVZWGZ05tErd0cmvJqZbSuvSQmegGSlAroGDgtxxQ8KzFPJiBFYXQVCQJrNsNrMMZ/O4Cctutkc3bzDZDrF5s2bsLS0pNlHkykm0wmmszlWZzvRNFNMJtoRKXQRqYlIfTIRbdUS6bpOiaOmgZ9r2ZtzKvLPXkuLV1fm0L4LJgDLGg13jhFCtNbRUsrYyIy0EJMZFQJIj26uOkSTydSmpXHJGtt83AFE6Po1GYZJieKdO3dqRhMAgCzd2a6fvXMhBMxmc+T1quv7MvfllrRJBMvLKxAZBLBjSOXdzp/t3LETy8srpfwsJm21HaJpGS2vYLZtmxJG+b5l4nj890bYWyOw4vsO//rZa/HvX7geu7uBjSP80c88QAMu3gNgsItgAI4Y867HfKVDFzoQEyZWQtr1vflpEUCjOj8pWUtrRrfSgZ1D6x2mrWbkhL5DN18GM9A47V5GWCxvVl0htQeCJEjfg3gFaJegi70yEpICEnJXQzUeomSyltFMG1BIYHIAtJuvZwfHDdIm/Z4ToHMOPXcqGO00ettOWsTVhNnqKlLssWnTJtztoAMRKWLnjmV0/SqieEyWlnDgpi3oUsR0MtHS96Ri+DmbJsUEL9blVKI1UdH1V0v0QhHXJgAsjEnbIkKUyMbg1Paxh7eMlHZinfBCtNKqpKVf3qFxGofugzqvGhhMQOgQY6cleSmpXIRpqPXW1ZU92fqtWfelk6szTZ+kxAyYkZsKQNTujKRmnvMOO5aXMfUtGqeeTEwdhLchYYaQOg0McovGGqrkNJ8ogobISi4dUoyIUTPkYsny1lLNXMqfJAL2e825FzAS+hCKSLDO3UrqCXs9FzBCcuhDQuiUEG0mra47hNIUZZRsoGAjgGj4RZ6LG9ZOwkys2pFMEAS4xEjWpSSJ2nfEBO1cgpKVQMRwDMj+WvK/hjgaZ9rop5oVtyCGvfD7AeMljWhxX1jYLvswI8Jiwd/LRK/Z9BDESIiUBp03wDKbB6Fu5ZpMNmTNsfPzwuUZMFJglJm0TygEkv6vcGhGeDk36ra1we4JGDThFva78eF2RdLs05CB4kuM95uD8vlcUIi/gbgjUvstk+aDBnLe+ZhIyrbSoh8GFC5qj5d8QSuqfJbPYjhm9kAXMtU22h/WEkqW3SY2pjQaXzlvLa0dMvFsHek7vPedbxuGsXDTdJsY+t2f4PcJ7rR8y7UPwNrn4YpvdAsT/oBh2rnxxohbd+zUT2JceCgzk01EeOhDT7T0VZQFGAAcaz3+6uqKlUUkcOORvEOUhCi5Q1EEQ+u9vTgwaQqcbzXFmwlofQuCIPZBiRTnERFLlhAApGDR7FG3BmJC6zySaBaO99Z1AuqYaC24LtQogtgEQUTTtJo+nESjfAIVmExxyNTCiIkHimOVO1cMDC5bHayJIdr1ikmdmJCCiS5qCYpnnSBEgPlqKAr+nA1K0X5lZGRUfvGz8aK1nkm52GzckEZbNQMojtI4lbxJlNP7lCACCGwTeEyCEKOVsRGoCIYzRIJqF3DOdBo6gyBHIUaToCxMXBp90wXHtL2QL6mmNmdxU3JUOsfBxMORmXoTry5OLvQapVyClxKEqGQdiYh26QNKK9/hJREIsZZLIt92a4+ZjKW38y7ptnowJe4sRV5StPHwHifQih8AJCtr6wPgI1If0M0bYHWGeQjoujn6fo7ZbIalpSmWlpbQ9RP0/RTLyyuYTHr0nWoftV2LYB0p26ZB07hShtW0LRrv0bYtfO9VBJiVQPJNj9XlObiDaR0pyemc0ywA77C6OrN33OYTe2fVgGMr4RB0nYnLWsiHRgs3SB2GlRVN8R0bYmPhay3l6wf9JLJIV2bmRdD1PVaWV6FJ8WJlq4IcxcyZQzt37oQaP2lEIEkpU40x4tZbd4y6qQ1/suZRnM2A2dwyjBJKCqrIcBK7sp4qcXSXRbRSoN1h3gOv+d9fN6fHbAT7nTrmg/7Wo++/BU/+oYPgWxXE70OPFFtImqJpGl2roe9g1wdMnWZgMOmaLynC+0bbkFtZfnKEvu8RQoJfauGc1zJyJgRJYHHoeBPQzzWT1Xq1c0og0XI1lJbxagx45zUgiB4gZ555Jg8c3MR0LKHEQ+r1nY8pwTOhmba4Zft2xNAjJA/2jKU0gZt4tNMGHE2g22lgh1KCZ8Z00yYNJEmCRC0JIyJs3rIZK7OZBYFsqAno5j0ElkHYB8tgV62bInBKqmslKSH1PTrSMv7GexAa9EQIfVRbJQQ0sdE1WUS7mRG0wyUiKA1C/Dq5ORBHSBTVqGKGSwLH2WYTIDFKYxgSMAuaZmJ2B+l0AiPiJcCD0fhWGw9ATOw6BybVrnSZ7ItzJe+RMGkcNm06ANFs43nOut7k4ZJAllGyOwgCJwksXKRA8rwJCBwS4BgipFlG1hRGhJBEA6TO67Mpo+wBIhV/906bM2T9leyIm0WMUn5Iqn2TjOjfRFuHcurSpTNaqV9QW1H1KpAkolTDMBWHXztx7cdBtxw8tTUpkwMl+842kTWmpQatrRAy5tKvBEcm57Gwjq1f1PS9XBSUXiCQQMN9sTUzkzNFpiNrzzln47SMJNE9gAbSZcg2zg4MMCpJWe+iLp6sxfFE/T7OGnc0dF8rk/goS2otu0Y0loXCQH1YJg+tIThk0HpayORaO7Z9ADnS+Bnp/nMm0TBuApoGEmO5PGl0bou6qqOTwchXldGJW/OHdePYxbhpdM8AWBb5cLyRV1eORWt/s/Z4Y9/Zts2laWWvo0WYQJjPZ/jXD74HudRyPNwk1r3zBwDft8W68zmwsTU8fHb9d2ZYXu7L58X5L5vpS3PAAVeOGGabJCyKllLCEUcchqZp4JwKNafWohFQQWvHWmLQh96ifCrEGi3jI2e5QBJc4+GsHp2J4ByAMXNJpGVrIlq6JppdFHM6ImVRaCUfynPJQE69y6mTWsqhUZj88vWxLx1TGKwaHEbXZqKh8UsLJVM6rOFvdpqqCwgQuZRzaaX4oLUjFiHIbXVJLJ8pl36kbEAs3joBSuez8jszNLLYddE8yaw2a2aOBt7NUMhtXG2vkjOaLAvIOyO4MlljB9LzTsiFWxocS9Aafo3WqcB3Qkg9YtS07JS1jUBg0ZKCJBGlK4pQ6R6XkOtv1dhLtlg5HhSGxhkJMWstcD43DPctYZSiC7uXqaSz5zreZCRaQelSZU5FjMN3Y0AWb1+eBXzxK9s2eNcqfqAwjpRJUKMmaHt3WV6G9D1mXYcwm2M2n2I2m2FqJNLqygrm7Ryzdo6m8WgnE/TTCZq2RWvaSCJKHmmXTY9J26m2ivcl+8h7h+XlGZxLpWzNWXejvN183iFnJZJF4pyJvzARYlSR4G7ej8rERpGwknlE2LlzWb9XVH1luBZmVM5nM/RdP3Jq8196vfo+KKGVi0hGTnquV48xYueOnfZ5KnNUCEOmY4wR22/ZjpWVFc1CCEH/dN3gUAXttAQjyAbSCMO9q9hv8c0b9y6d/ZLLd+C67T0a36gwtqh4vXZzU4fJO8ILTjkcMQYAEwxZr5r9Mm00iDafzxEjwTm1c9g5+EkDIoeYdB3ViLnThicSLPiTVP2DMgkBAKSZgxCAgCiaJUuuhWtbsJ8A5NVRSzIIiM/m6GZzxBThTQR7Np8hBCN+s/0TeoQU0bgW7bQFx1g6nUYRxKBZPxJjsbkcU8mWbJsGs/kcfYgIUTuSOWeNW8RIu5TLSICumxcbyPnG1msrck+qM9Q4B88MYUYkDdok00JzKZoItpZyZFIFpAFIZgJiRIphaHZi+2ezFUahSCNneCh3h2r8RGgWteZN6D1gJkx8g+jz9UhwNndCRGUbvAbgQupNlzKg54Q+qIZWlFT0F8kEPufcgTihaSYgJ4jEpq7oIA4AO+0QGtOCA5ttT8Bs4iRIISE4NzAQMjh4eXvJQTgL1MHxQgCwRPtgAeQS3FPnVHWuBIKo3e4klOsqFmjLHZi1EkKDrwxBFwR/+c9fQh/2TxKpVCvASCNkvzqvjZnsIZV7yN1XgYGoNEKPadF5H1cbLBwzE6o2h2xUnrUgKJxHSmw+y0AMk2nIrc/jyUGo4Tw3JDLy/wvBBJTXUb9ojZLM7wG0xNR+t27oeyB0FjglQSGINkSeEsyGyFcdG3xnYb/lByNzRiZR1gla6DQGMl/HiKw0OondDi/762sYM5EyxsKdrx3s7vafT9O+KMOFGPa58OV9YNEEuGXbjbjyq1/ccDi6vgVsu/mGvd/nXRTft+TR3mA+S5jP9jxpX3bZtxZZ5DyZkWaKNE2LyUQ7kXDjkBpXiKi85LTeY2nSFocmiYCdClQOlYy6sOSuQ0rgeFuwdMJix9YQzMgjIiOhyNreZ9bbmPkkSAhgr1GuPOkQSDObrExC0+jItJVyGqEufpnNFVt4tRQrv1LDJJCFL/X71preLoKkVLKbxqS+gx8J0eZJCgChRORolHJdZlfRHSWg/I45EyQ6CSlfljsO6FCYM4Gk+5DSZnJgwMlYbiJWYW64QngVqqksYFkzyJxJE7Umyh1BgpUYGplm3ZiSWMprcULV6I7WiYRHi1qSLIapGRgwoicbLsMiq2n0Uu5JJvXGk546q0mGqIMSR6lE1bR9syjBZToTEi3TCJpWruSRXo/ZasDXv3HLHt+jih8UiKWohWzZqU5S6JG6Dt28Qz+fI0xmmM+n6LoOs5VV+HaOtp2h8Q0m0wm6bopJO0E7adA0LQRJy3abDt436KyswDdKIHnn4L3H8vIqHNv86Lh87hsP57wJmdo7wATn4og80kyCaFlOkjSSkzPosPD+E5aXB/JoiFLaNTDjYrY602MW5Eiavnd91yt5JGIEM4oANuzdizFix44d+v7mjEQRhGAZRUmzWJdv3YHZ6qoSuUFLY2DkkQ5Lhqyj/HNFxT7i6m09rt62+whn4wj3vecSbr11GdNpxKRR5UHNCE5overuHHtIwoFTQjItRN+ykcVmb8DauDcePSshBCvlBmVNESDXfWu3LgBiBEEC4Bo436pNZSUBuYKdoNm3fd8DKYFb1W1KksBOBfRBCb617o8euv45Lp3gBGSdh9Q+m89mSCDTZNP5onVcykn7vtesa1INEscE5dRUuzF3h4wxIIqYRK4mpzh4JRrIrAvRAJVj1WbsoIEziRGwLmSlt2220QCVUSAHIc10ym3iVfg620CZqCagNEdXAohNZJIQrXuYNqPhlC1WbazinUcXNBiq2dl6e3LGKEkEuQQJAUEEoesxk1UsLU21VK23roBOy9oCawDOea/yCUnLiErEnhlZ/Fvs3sREIDiAPIpwt6guZcwyEzJ24LOtyipVRNbVz+zfInlgTVRIhqAnYLZpcVQt8wrRNE014KpzuGWZOiNHSmBCSauYIj726W/v+wv6A4BbbroBBxx4EA6+xz0B5GCpoti0sKCuaFYPjwVwYL7U+DsLTIWU7cbr4ILLP+JMMdpiOP5od6NMnLw7FSYeM5j6vyGYng8/0quBjAgrDUwXez77QeV8rLuxzYViz32Z2MoY8/pvgxgzElT+N3wk5iNuRECNtyMq5NUw2sKIYXQa64Wi7f4h3wbC6B2ihWuV9ykYfJaBo1nL/uThrPkwuzojJquQk+avFVIIo9+v2dUwHt3ReGzlW3bhBkJsPDbBzlu348bvXDsarJRrse2mG3DlV/8L+zvu0uTR3uIb35zv9vfMV6BpzOFwjGhprM46/TgA9zr8Hrj//Y8sXRZiiBoVMwe+T6Fk3iTRFtDOKSGlhA0hiUbAnNO08TzPxChAXlzBkASEpK1fc4TbCZlQm2kgGWNudL22h2TSLhwABrIMhcXV6BZU4yO/kATLAFA9EnZkkfSkkSYgZ5IboRW1o5poRkzjp1rHjvyqWqYMdBtOMKHMVOrSdTYy6ioLwZEZkaSaT5n0VjJH74faARrhDGEkIJfEiJlMujAcaWQ0WXaNCkSNnMc8wVDWNdDWxEpg2SImogKSEuGM0BGWUopIJvMNIsScjRaVPHJE6sza6eoXkmktqHOY9ZHyfShaR+YAZ90WjK+uLVAp5UhNXgyzEQklquy5LG1ISkhE/y2mQ5U791XsTxgZzlnrKvVAF4E+Al0Pmc/Qta22lu8CutkqXKMkkfcNJtMpum6C6XSKSTdR8ki0m9hk0sK7Fu1kYiVtjbau9tqZbXnnCtiZQ+VYP/eNEk2+URHp7DA41o5tI2PTeQ9tYT8riz67/M7k8lM2ce6VEQmrb3ZpqWDG7nw+11K4gkVTous67Nix04zgWLqrrc082r791kXyKCVtoJC7Y0pC2LkCmc2MvDOSKIRioAx/V9Ko4o5FHwVv/uC39rjdzzz2ANzvHtpRjL3DZErwE20X34eARAA3hE2bGPc41NrVRAJUqgfMGNYqC/zkjqj6GhDYs3aLg4kjEwBKiBJAcCryzFaC7RjsNftRtkYszVYQ+h5N4zHdPAG3jF4CtAELAPJAIqQQ0EwmYNbSWM3sUTsBUGJ6x/JOrK4uI0g0nsOVEv4QImLo4VnQ5G62AaUkVYJYdrErem1JrCSLyDqx6d9I0TKQgs5X2aFMSbPJKWHiHdhbRzXS8kAkBngImCZJYBPWJtF7VPr5ZNIOmiVNpnFFVgLmcqYIW/ZOTCBhlS0AQOzglU2EOO02lwIBIaILM0x8A+kDpNdueMk5eG6U6BcqTrMKZ2v5GoS0Pa9zEHIISRAlIcBBLW0PmD4TJw3uSVHA1kYmzGozMRvRmIYM7qxNU+QDst7RaD7Vjr1i9u2IgKNepSoscx/WoTc36FE9O32YiZ2ZsPtvuf/V37gCklIhjxZhxKURe5kgyVn1+W4MAWUYcTD8e4H42Wg9HK3pecXW5XMIxq7ddngObBsjNjNnM/prkajI2wCZYSm2Rp7PyrkUM3sgkWg44YUxFz9jRDBpcsFAbECGcrbMrZC902GByFokVvL4M+mxS5JpN6ZGyeDj4ZxzEHu4X8NnGvgeX8Wh65iMb/zi5RiGPEryyPpVZZBr9IxHp7nmZ8L4+BthdWUZfd8NRNOa5+Pqb16JL3zmkxt+t0KxX5BHe8LXrur2uM2118ywbdtN5nBpGVvrGziCdqToAtgJnvSkx4FASDGAqIHjtixUAkLfz0HiIEQIKaKPsYjCktXME6mINIgQ2dqi5mgcAAjBoYFIb/pB+sA7JxqFQyYUhgwWYHgxta0qa7mWOT66QDMcNIITRTuCiR5ORR9zB0QRcBJNcHGuRMqJ1QiKUXUJmLU7U991AMxoAg2t6hMK6y8iCKRROE+EQWRPZ9P8gjsGmLyduw5ORcx138yuRAWRGJ5bTUNemGDNeTadp4HqZkCURIIwYtSMMO8b0zewjAOLcGXWm6DnEYOARK9fSAJx2tmFubEJVCcrsck2G9LKARKikWw6tNwpKy+Qi86q3k+YgctmJOeuhWRjTaM5UUogh6wLnKR8vOqo7n8ww3lBKF2UZA1RnRTr6jUPPbCyiuA9QtMAvsHq0gSz2QTT6RIm0wnapoWkhJXZKjYtbdbStlZFt5umQeM9fNOibRrccst2AALfaCkMs7bAbluPtmnhvFfSKvRgyiVtNq8lfYi1JCyqbpJj2w+XtPjMvywv7xyVrAHZtGAayKOVlVUV1i4YTFGBYD7vsGPHDtXFk2jzrb6nqjOjDsett9xqZcRGIMUE6Sy7KwuSzedA35sYwBBVK0ZnfRcrvs/wZ/+xY6+2O2CTx9t+/TFq76RhzYGQdXO1TqAxmnOXHQstpWubBk07UUdNEkARoQ+AA7jx4EkLkoi2cWgmLUgSYpxjsrSERNqcZDafAcxolhp4l60HQbSgCqCvWAgBFBIIHkQOISoZlKLaJkxA4z0mkwZoGKurK1hdWcZW68IrosG6drKExuYB7R7MaldEzTT0kwmYfMmMbFqPTWIBmxTRz/K8Y8GhlBB67WZGyQOineCs9xsSC8iEm5MIKCVIIESvmUplX0aYq46VilkHk1AggpX+JQSzcVIkSCQks0uQtKOsxGRjFXhiCDlEWAl/HxA7FfrXwJjDxDlMTLfIMakGp158RA9ta59gpYR2VqINEwja4CP7nuw0j4vJYUItkndIjuBa2x8AdCq+rtXLMpQUZvvKujcPWnjZILJ2uTkgh6Qi3jmgZ1lHWmGwqIuTfU3Jnn5Fsb+HnzVwqeSHFN+lZCHZvcjln7B7kG3XoVFM5htG5B8NWcQZA2m08fq5EEAapeuIBd6zrZz1Esf7l+z4lPFkwkSfn5QyGV5Yow3HQkKgkJCYQZQg5EpGT85YShawZufMn1rkW0oWTRZAkkXyaIHwKuOXhe8u/C6TQ4QSxNbvDA2dBh5mVGFSLocAlICceykCa/ldrkM2bwYybHEMw+8HnaZBdDpt8GyN7yMWPh/ftySLvk2SWDpUf/ZT/46rr7py3fWo2HtU8mgv8Z3vzPGd76zNYFpd+IkIWJp+CgxCDB1iZKSUM480DHfqqT+CTZs3IaSE1VmHrpsD3CBrH0EAcgxyHtQ0YAA+JXT9XHWVAMu+YbBr0YhbULF37JGrtSV2RQNo/IdoDu+9lTVZxzFmtI1Xg0FEBQ7FIRpp0fcBiMY8Y5iAvWj9fLK295wFBY3Q0Eg8oJX3GgVia18WUyiMexJdvPMYtMwEC5MZOQcJefFpNAJlkTbNxPGmkTAw18wMkkYzuEo/MiqaAFnEPKUISWQGhxkTISEGAtzQWnLtBGxzLsgzptPNCCGg73qbeNVYLpNc8uhSLEKTMWoJTCmpSdBFh3IkTTW3cpe03ClwCJ5oVC5rIQxEoS5szrH6uEnTsfOETgJ4YiQ2nSVav6hU7A8YGTxrf07JMpF6YOY1OyZ3iCZCcA47mwY7JxOgbeHbCShBuwk2Hpu3bEHTNmibKdp2grZt0TYtfNPg1lt3wDGjmagGknNcytua1qNxDebzDjEG7UrorHyNfdFIilHb2ufStknbwnnW7S1DUwDcsm07ckluOceRI8Gk2UnzebcuOJkF9QVKxG676WYjhmQ0r+b3MmH1piG4UAijYP/O2X1xI7K2EkYVd33sWAl4zv/vE3vc7tXPOQL3O3QJZUIhgncNmnbJyl/JgjQJQiq0zF7nB06a/SRMGrwihm8YmANdiAgpACygyRY0bauBlUiQoKSQs/XOsUMWwE1Wqjbve7ic3UK5LB0gK7Nj5yAxoe9V96ll7TCZg2IhdCYq7TBppyCbj0CEGJOKjfdq8/i2RQoAQq9kGwS9qPZh07ZwDtoCXkSDWMk6kklQUoUIueCHIUAk68CHEXGkGp5g0WytwOi6DoA2fBFhdLMezuXMbSvBiYQ469G0AqEEmXVmNwg8lJCKQpCuh3SaeaThrQ49e7hNHiCflQDgNG8bhWgRDQY6gtqbIPRRs0Uz4cCkpcxdVHItxYREbCaSlDk02s8MB9AEoAiK+jsPAgnBCbRUTwhdY5P8GrWLQTsKw/HEMrqsji/aNajT9Qik76D+e80COs6gNeI2SSbycmaJLCyH68mfUXDFDjgujyuHQSZsxkOx/UPXbyWISiS9WPK5s3HmlDayhvN+iIYu3UDRjy72Rr4mOmzbLpOXeWxsz/q6L47PfyC4CojyyVowfSBSFmz4EYGkGnG3wc0fEUmZLB0I1LUXBwCldcTSmh0O/x8FtMenJravfG5pDTGbfZVyXZH9USl+5Hh///rB9+Dab39jX8+8Yi9RyaPbESLAv126M/9k79Hi7OD8Z7A0cZj3HXYuz7D91h7zOVTQMamvcf8H3BuPedyD4W1yCAEIkU1oUrN+I1vGCXRChggkrZ1kGyDXxWJ46UNYrAmOMcKJIDgT2RZRIUwThBYIfNvAOdLOaCUowGBp4EmziVLsTPMnARJBrERYsomdoPXFDKdZTGTta0MEwPC+sdR1MkMmn4pNGsxIqddzc1kLiYx4o0IW5WgnjERKKVmr4FEHJyL0ZriFEBGCCo0jZxRJ1IwvAVIKWqboNJTJyO0dhwnbOcKWLZvQzXqsCtD3YSCsskYTKZkTc3e10Tyby9RSdjpZM5lyCrp3EwiLRXUTZvMVxG4OwdB1R6CRw2STeNtOlTiyKChEynUlIjjSLlZMtWytYoyRVZMzkQDrGmKb9EG7Ks1mgPcIvtH6lJQgvsXO2QzUTODbqYlqt2jaCZqmwfbt2+GcQ9uykUdKIjVNi6Zt0LQt+q5DSgneu9JtjYngvGZN9n2PnTt3WgtxYDJtC7FU9M4I2LbtFjBrCZsGlLVcLutWEAHLy8uYjzKPFuwfcypCDNh2883IQtjWk7r8HikByysoEYCxk5EEuzaqKir2L/z+e6+FSpgtRpMXM0OAgw5o8D9e9giUJnRMSi5AnaIQguofNR6+9YhQoWOYDlI7acCNA4IHIyKY9lgLoG0bJZ68do0LIaKbzdFOJ2gbZ9mKJsAcE1oQmnYKH3vEEJS8Xl2xctsWEEYfAvo+wjsBO5TudSBRce6oWd4JgklipH5x3WVAhZlJszHBw7UBVPMnSbJWzqrDOWla+KZFFyYaYGKdZ1o3QdNOQMwIEgF0WF5e0RJhp8bmfDZX2w/W6dJ5sFixVgpAcvBQbesQVaOJLMtSQkSXTKMxapZ6lwSUgM2+BZxlg4srHcqiMJAIIC2PU6kG/bsxEklgGRqWPd42LQComLfX4KMUIwcAJSQh6zOgBGHuphmhjU30cVLSa6nXn2eYma2nnZRbJEB6oO/Rhzl67xGRHVM91ljHJ2NXmS77HRaIo1w2lgmBceA626tWUDUmTsb7G5EDa9fOgf8ZzR+AlV/qtkOnwkXkoHIOCq0laCQJEukaTqICYJ4JIaHY/rTR/sYnQQTwUPmRyZxsd+drksvfxifGOctplwFdwjgdaUyoEA3f0+SBfXs2h0PuIj1o9PlQKpizgFD+Lu/HiOQdE1GZ1IPoO5r5wbJhvuUiID9BCh0oV1tYIygiwj+++y/Qzdc3kMi76vo9VxRV3HZU8uh2Rh92H1X+3Je3qY8lYmy4lMqRTNz2X74GN998K5xFSUIPJE6l0oEJmE4cnvHMx2tlSRRLPxQNcBvb3bZsThcGAgaEmOYl80bKEActnQTrribQmn1kIWdnwoNDtkoXkwUVyATEGVmkm0i1DDhnzCRl/4UAIk0Td8wg7zVdmIKSS0ay5LmVrE6eoEaF1hnrdjm1WSWNlDwKvXZhYpixJVaeBSVPtOuCTXqmV1AinYCaMHbbWMREe9UxFaBkPOeMAwLgyCH0PfpujhTCkH2QF04IQBq5zLopmcwiNs0WBiSQ3T7ti7KGYbK/GJNmitBYGYBlMUXLctIIxxRdN1dh9miC3VCi0Y0WX6YNIjkV+zlsotkTIoAUlFxyphkkAvAM8C2EZ+jdCqL3mPsG3E7g2gm6nTtBjjGbeLjGhLRz1pFv0LQNVldXEfoeznk0rZbwOnLqQLBmHq2srGjJLxGWl9n0kdjIIp37br5pmwnn0nBKhBHBRFjeuYzZbMgqHV65od4+hYh4y63DZ1k3rhBFollaw4SaLdq9u5YVFfsJVru960y1Mu9x/ls/C0BfpZRSET5WIVglX37+1IOwddKCSEv8faP6aa5t4LyD9xOwaMdE2N48K1nivGkXUTR9S+28BgcItENpggVbvINDUP2kpFnVkQDvNbA2QaM6QqXcQskqZs1E7+ZzzK2rI4FAlvGQSG0SJtWsFLYyLq/ZCpSC5fU4+KREtgbOYLYDgaJ2uQvJ9BCjx4SUJGNxWJ31mE4n1vVSS5LVLgDYt2is61UMARERS5MJWseI3QxIERQCJGqGVuh6xF7F2GMSI2wIlAh+S4vUJ2WcjAxUf1EAikhGGuX7oDaeoHEt+qTNSbIdTOTgGkYK2uzDMYOc0zI4FmgqvAMLm6amzrUpDmRPTKLC6Joyq3ZWdnizIyzaDIaLsyugbg5GUhtTIuAbOPIAMyIcorDp3OzvttOY8M3E0UCylVK/NKyl9q3dxlOkbDMikexZUl0rXiBuxn/nktIctCXA9HZ2fcC1mSwiQO5+OBDb5YwXSO6cLbMB5bLhcVJMKmmRqGRyjy/jOHMoH0rGdkU5CJW5sFwzu3AktG4/e4KMSRw7z9093vkejaE+RrJ7R4ViGs6FSxYTHFRjcwOEvsPHP3iRHch0YIedgAAs79heyds7EZU8+h5jx0rY4zbbb51jZWVe1thkrPfI94H3wKc++QWEKIhh0D3ika/ysEc+EEvTCXJpRymPyhO6pGLIjKeBkrkD5PiA7j9ZHwxrywgrWSNjw8lStJGUdCJJhWyyJVkzpaCSiDmjQD9PSPBGyMTShh4AiAQsKqA4ZF/pbKvElZoBXKwOM1RSFrILGLpraOcNAYM5d0OKpTQs0+BKrOjFdMzwzhfxcyWjpKyAkgRBAgRQvQIjlPKtKBpPNETHyFhA5oG8kdH/c4e2wY8dNI8gsIwL7QrIInCwa2lC2CH2w111o3RrIr22BHiY4bzHJ7KiYhfIRk0IQ2AqmhA0MUAdEjvAe8RmhtBMISvLgCOkuUdwjN45sPfgpgGb49etriD2PcipE0hEYOfUGXT63IcYsLxzWcsKRJQ0cmw6Y5rJt+OWW0yHZDGzIf+eiDHfuYxQyKMcsSSoOAf03zECKysouecLWmGSX/T112ataEFFRcVeIUTBF6/avsftLvo0Y3OjQaAkCc5FTCYBrt1pZfIeRx7Y4Ifv0yDbOVyi9TlyLqY9mdd+QMCIDlYGNUTIKRMi5ghqhiQKkZ0ssCSmteha7eIWQkDsI8CE5COclaCrGDjA7JV88g2c9+pcQYAocNKgIXU4U+g0GGRSbjTKQhfREvUQevR9D3aEiCHbmRgg018bsjDM2bQS+CgRMTokmN6RmC2TRMm0Pmh5Mqv9laIlS7Ogn/eQxJY55EGcAApqd5josJjepqVigL1DEg0IwrQ3AYKkTBZAg5HMJnmQRoG+rOGkZXKJCcGCn8gdMZMUAjCrtxdB7RzgQyqKO2oaa6ZVhKARgNhDkFRIHUEDiGB0dXJfWAeHjCNZsFcLCZHtcLNOKa+vwGjdNYwIA11KxZ5xwWIzmYEIHH11QV9nb4idPIZcNrU4GkEWrl5XIlaWeDKiZ/FI2UTK34opwhFBKKk/gsXvkKA0R1rQCJL15zm+XBsRKbwvgu5G+pV9LhxbrHGS+o+UaDHDqKSDwe67XsDcFXpMvuUsptB3+NynNi5zjjHixuv3zy6GdxVU8uj7EEmA+e677KLrgEs/9dWsaZtLijEOsG89cAs2bZpaS9Oh08cszKy7CeOArZtxj7sfhKKTJDQiXaTkIFBe0K3drh7EMoCcTapOheAitIQuWdaLc6p/lGMPKRkhZKVaOrkwBA5IudxriFCU4L2MolIiIMuoye3gEpEKSOZOKzZjEwuQs31EiRsW2DYRkgVuiyYSlzawkpK22HUOjp0RWzpx6lyqJXuqc5QQY7D7MBBlEDO8cioroBNocWCtNjvlTm95EU5DsME64OUFgtlZJhqrIKdzqk9AedE2nQLKl06sKwmsjBCmDUOIawUAKipuC2T0j2Tlq4j6Asde9T26AHSrSvzOSTsJsQO8EkxoPNh5yHwGCQFwDmgaE1hV8sj5xgQlgZVbtpd0dSLtTsQuOxmE+fZb7V3LnlaO8mXdAYIsr0A6S3Eu0WcaiCJY6G8hDXovnYYaGauouEPxsS/t3ODTRT3K4w6fwuFgiACNV+OKLPsI0DLzPmp2y8OOORBLlsEIQEmVpOXtnsYBHzKB5licTjanNkF1FNEpWaLkjdoZLufBiDmr5buWvd00pmuk0gFgzbBumOCE0Pcz1UPkNQ7ZKMs5xoD5fKZd0EgFwvu+R0yDkHXuGjt0ac0BMc2cipZ9rtLaFmSKqhFlhoQpFGgALSFhvrIKmViXOs9KHnEPYULiRofqsyFngVDyCKbfWOzKpEEuhh5K75MMUgoSzbdNyMN2jqHty50SRylTFIAZYbBTQG5AkrteZnuRTCQbUAe2jwnsGnAU9BLRJwF5gFqAvEe/y/Ki/QOzlWXceP01uPuh97JPBkN9SOTSZ6Xo0yAHptfAyJEFsWpYADsTG4aiDT8iQNfsau+X6IVj6b9yWV1GGmcwYW1Gj4z+JVg/mJEdUT7KxJqU93bIiLMkAKJCmG044DGRJcN+x+CsrbQ4zPWQxR+K3zAae/HFoMLWVJwxuyYElO5xAFZWduKm71yLTKoNBJL+3M3n+PLnP7WbQVV8P6OSR3dhbL9197//149+bsFncvb3TLN9wQwc+4B749GPOcHIJRU2VL2jgb4RAg6+21YljWCi0sg0B0HgrJsSA5SsFaqRHRCNrEEtqphyFhCD0rjDQW6HK0BxBqHRJuumlDuZ5PbyKQUjjgg5i0pnpwCiBAKb32jtNENQwb7kIAwleijpmCmTR0psEQucB0JvERLoRJpL1UQAButFFW3j23WdEkpF7JsBSUhM2pAAWEgNy4muuT47JRkWvRyxsYk4bxNzxDAFG6tqIuWogaSEFAWNb62Lni1mKZNHwxIZJWIeeuxYXSsEX1FxeyAbkklbd8egUWhR3bLBYtHWzapS65Cc00ymlFTgjRlif5Jj9M7r9gTglm26F9bWz8k5/Y5FtbFz54g0omLoCJEZgqQd0GLYA9GzgVFYUVFxl8CXr53hgouv2att3/ATD8Q9D2zBKjqJGCL6Xrs/bmkcCCoc3Tpb50WzpbOlQKwdIkPQUvJkgSUQ4BrNYm58AwmdlsAB+k0mOKeBIGK1q2B2WNYA8kyYhClCP1ehbFHyCpQ1HQXOutX1facNZIkQUjDbSzvfcbavLAObNG0bngiuacHewcUAkQiknKFFxQbxZoeJZWNYgzaEWQcW7XjbewaxgB0BXsl+gdes6ZRGpL6DQ0JvpFWSpEFQB7TOw7GDX7Ks9BDU9oOKnwNqj3EuBbTr71JAJOj4GKZzqdd5NS9LEk1eICIhgZAgqUfWtUvWKS6XKPbC6BNASHCsmU+3bN+/baebb7gOl116CU59xplrCJuhYEkb4ggaqzSAmD+wlvQxImItHzcEU0cHMDs2d3Nb1/RlX4I2MuxTaJEWyr/OXb8oMRKbjNcaAikPrxBmdu7l31B7PXduzt0Sad2+jL4a14ztggDKVJZQUZEq2V4AAIcSnN7bS0GjS5Lnn3IsoeJmiWUPdfNZ6Vybzz0l4Jpvfh2X/sdH9uq4FXc9VPLoBxgr67XE1uGyz30bV175bVjlR2kOlNM2QSoG/TMvfTZctFRRY8rVYIhwKWEyXYJvvIbTWEWmk4Wm0kiHyTUttOBK/z+0OtUDRkpYXZ1phM4RfK77h5al5daSlEVwARUKH02+jjRjKIQhUyB3QRMRsGOEVidwJg92pjNkkzXzkE3VtK21z1XjIsSImAIc5fIYI7MkZw3pQpCjlpRU0KinBNDaCuAhtTdZp7VcYpiDYjmiSMU4yhESP4o65Lpy7RKicizJsroyaaRJ2bmDlBqdwDe/tYLLvnjLnh+UiorvCtli70Y/Z1j6ZCQAmViyLMBoz/goapVLDwAAReiah9+No22hwzj+vHDc8v6kxc8rKir2W5z3jq/scZvTTjgAL3vSPXRWyfpp9jvnHdrJBDMAfYyQqELeOajErFnf5DyAUDKRiTRQRtmuseCcsh8wrcKozQFIIDFAg08BIViqOgPe+/L9lAICqV1ANGQ+EwDvMtHVaBlNVJsBjobq3BghQfUjnXdoGo/Qtoizecko0YYAus/Y95gHbWjSI4D9BNPpBA0xQuqRJClB5VW/qIBVEiGafIC2Ryckp11jc9faZJlBqpGZxUJzhpQJlCNiaJ4iOcVLS+ykV83LmIAYlcSSiIQeLAEhJqQYMOt1u3ZpgsgOq31CZAe3tAmTyRJcM8FV127H69/00dv6mP3gQaQ0hyidxYRg9ZfI63DhecblTrvZZcb6Erfh5+92/R6TK/mR0SQatb215NOybxJBTFA/EzWqxYpihy9kFuXRFZIKI+LMSLD8tpudn0KyAL/aPbpvK4vLDFWW7MhyJOVKSKayFjKa9ngNkDs8U8kSy1UKABazrkhH/c2vfQWf/PiHbsslr7iLg6QqTlVUVFRUVFRUVFRUVFRUVFRU7AL7oKZVUVFRUVFRUVFRUVFRUVFRUbG/oZJHFRUVFRUVFRUVFRUVFRUVFRW7RCWPKioqKioqKioqKioqKioqKip2iUoeVVRUVFRUVFRUVFRUVFRUVFTsEpU8qqioqKioqKioqKioqKioqKjYJSp5VFFRUVFRUVFRUVFRUVFRUVGxS1TyqKKioqKioqKioqKioqKioqJil6jkUUVFRUVFRUVFRUVFRUVFRUXFLlHJo4qKioqKioqKioqKioqKioqKXaKSRxUVFRUVFRUVFRUVFRUVFRUVu0QljyoqKioqKioqKioqKioqKioqdolKHlVUVFRUVFRUVFRUVFRUVFRU7BKVPKqoqKioqKioqKioqKioqKio2CUqeVRRUVFRUVFRUVFRUVFRUVFRsUtU8miE1772tSAi3HjjjXfK8YkIr33ta++UYwPA1772NUwmE1xyySX413/9VxDRXv25s7F2PFu3bsVjHvMYvOMd79jldz7/+c/j7LPPxjHHHIOlpSUsLS3h2GOPxUte8hJceumlC9vm5yL/YWYcfvjhePrTn47/+I//WNj2q1/9Ktq2xWc+85k75Fwr9j/UeanOS3VeqvhBwtFHH40Xv/jF5edvfOMbICL8xV/8xZ02ptuKv/3bv8X/+B//Y5++0/c9jjvuOFxwwQUA1s8Vu/rzr//6r7f/CewDTj311IXxTKdTHH/88fjt3/5tdF234Xeuv/56/Pqv/zpOOukkbN26FW3b4t73vjfOPPNM/OM//iNijGXbjeb3gw46CI961KPwl3/5lwv77fsexxxzzD5f+4qKXaHOS3VeqvPS3sHf2QOoGHDJJZfg3ve+9512/Fe+8pU47bTTcPLJJ+PWW2/FJZdcsvD7Zz3rWTjmmGPw+7//+3fSCHeNZz/72Tj33HMhIvj617+O17/+9Xje854HEcHznve8hW3f8pa34Bd/8RfxwAc+EL/8y7+ME044AUSEL33pS3jHO96BRz7ykbjiiitwzDHHLHzvAx/4AA488ECklPDNb34Tb3zjG3Hqqafi//7f/4uHPexhAIAHPOAB+Mmf/Emcc845+PjHP/49O/+KijsKdV667ajzUkXFnnH44YfjkksuWfds3xXwt3/7t7jsssvwK7/yK3v9nT/+4z/Gtm3b8PKXvxwA1s1pv/Vbv4WPfexj+OhHP7rw+fHHH/9dj/e7xf3udz+8/e1vBwDccMMN+LM/+zO8+tWvxje/+U38yZ/8ycK2n/zkJ/HMZz4TIoJf+IVfwKMf/Whs2bIF3/zmN/FP//RPOPPMM/GWt7wFZ5999sL3Xv/61+MJT3gCAODGG2/EX/3VX+HFL34xbr311nLNmqbBa17zGpxzzjl4wQtegEMOOeR7cPYV+xPqvFTnpTHqvDSCVBT8xm/8hgCQG2644c4eyvccX/ziFwWAfOADH9jlNkcddZQ84xnP2O1+UkqysrJyew9vtwAgL3vZyxY++8Y3viEA5PGPf/zC5//+7/8uzCxnnHGGzOfzDff3rne9S66++ury866ei6997WsCQM4777yFzy+99FIBIP/xH//x3ZxWRYWI1HmpzkuKOi9V/KDgqKOOkhe96EV39jBuFzzjGc+Qo446aq+37/tejjjiCPlv/+2/7XKbF73oRbJ58+Y97mt5eXmvj3t74JRTTpETTjhh4bO+7+XYY4+Vtm1ldXW1fL5t2zY59NBD5b73va9cc801G+7vc5/7nHz0ox8tP3/sYx8TAPLud797YbsYoxx99NFy8sknL3w+n8/l4IMPlt/5nd/5bk+toqLOS3VeEpE6L+0NatnaBvjWt76FM888E1u3bsWBBx6I5z//+bjhhhvWbffOd74TJ598MjZv3owtW7bgKU95Cv7f//t/C9u8+MUvxpYtW3DFFVfg6U9/OrZs2YIjjzwS5557Lubz+cK2G5WH/Pu//ztOPvlkTKdTHHHEEXj1q1+NP/uzPwMR4Rvf+EbZ7uijj8bpp5+OD3zgA3jYwx6GpaUlHHfccXjb2962V+f85je/GYcddhhOO+20vbtIozH/4i/+Ii688EI86EEPwmQywV/+5V+WNL+16Yy7SgO99NJL8cxnPhMHH3wwptMpHvrQh+Jd73rXPo1ljKOOOgr3uMc9cP311y98/vrXvx7OObzlLW9B27Ybfvc5z3kO7nWve+3xGAceeCAAZZrHePjDH44HPehBuPDCC2/j6Csq1qPOS3uPOi/Veali35DLID//+c/jOc95Dg488EAcfPDBeMUrXoEQAr7yla/gqU99Kg444AAcffTReOMb37jw/dlshnPPPRcnnXRS+e7JJ5+M9773vXs89q7ev/e+97048cQTMZlMcL/73Q//83/+zzLOMfL7/td//dd40IMehE2bNuEhD3kI/vmf/3lhuyuuuAI/9VM/hWOPPRabNm3CEUccgTPOOANf+MIXFrbL88Q73vEOnH/++bjXve6FrVu34slPfjK+8pWvlO1OPfVUXHzxxbjqqqv2umT2H//xH3H11VfjBS94wR6vyxinnnoqfuiHfgif+MQn8JjHPAabNm3CT//0T5fz36i0eG0ZDgBcd911eMlLXoJ73/veaNsW973vffGbv/mbCCHs03gyvPc46aST0HUdbrnllvL5n/7pn+L666/HG9/4Rhx++OEbfvfEE08skfzdgZmxZcuWdXNa27b48R//cfzJn/wJROQ2jb/i+xt1XhpQ56W9R52X7lhU8mgDPOtZz8L9739//N3f/R1e+9rX4j3veQ+e8pSnoO/7ss3rX/96/MRP/ASOP/54vOtd78Jf//VfY8eOHXjc4x6HL37xiwv76/sez3zmM/GkJz0J733ve/HTP/3T+MM//EP87u/+7m7H8fnPfx6nnXYaVlZW8Jd/+Ze48MIL8ZnPfAa/8zu/s+H2n/vc53DuuefinHPOKZPb2WefjU984hN7POeLL74Yj3/848G874/Ee97zHrz5zW/Ga17zGnzwgx/E4x73uH36/sc+9jE89rGPxS233IILL7wQ733ve3HSSSfhx3/8x29zrfH27dtx88034wEPeED5LMaIj33sY3jEIx6xy0ljd4gxIoSArutwxRVX4GUvexkmkwme/exnr9v21FNPxfvf//4f2Imj4nuPOi/tG+q8VOelin3HWWedhYc85CH4+7//e/zsz/4s/vAP/xDnnHMOfuzHfgzPeMYz8A//8A944hOfiF/7tV/DRRddVL43n89x880345WvfCXe85734B3veAd+5Ed+BGeeeSb+6q/+ap/H8YEPfABnnnkmDjnkELzzne/EG9/4RrzjHe9YpzGRcfHFF+OP/uiP8LrXvQ5///d/j4MPPhjPetazcOWVV5ZtrrnmGhxyyCG44IIL8IEPfABvetOb4L3Hox71qAXnK+PXf/3XcdVVV+HP/uzP8Cd/8ie4/PLLccYZZxQ9jD/+4z/GYx/7WBx22GG45JJLyp/d4eKLL8Y973nP21Tqce211+L5z38+nve85+F973sfXvrSl+7T96+77jr88A//MD74wQ/iNa95Dd7//vfj7LPPxhve8Ab87M/+7D6PJ+PrX/867na3u+Ee97hH+ezDH/4wnHN4+tOfvs/7SykhhIAQAq6//npccMEFuOyyy/D85z9/3bannnoqrrrqKlx22WW3efwV3/+o89KAOi/tHeq8dAfizk18+v5CLgM455xzFj5/+9vfLgDkb/7mb0RE5Jvf/KZ47+XlL3/5wnY7duyQww47TM4666zy2Yte9CIBIO9617sWtn36058uD3zgAxc+AyC/8Ru/UX5+znOeI5s3b14oS4gxyvHHHy8A5Otf/3r5/KijjpLpdCpXXXVV+Wx1dVUOPvhgeclLXrLb877++usFgFxwwQW73W6j8hAAcuCBB8rNN9+88HlO8/vYxz628PnXv/51ASB//ud/Xj477rjj5KEPfaj0fb+w7emnny6HH364xBh3Oy4A8tKXvlT6vpeu6+SrX/2qPPOZz5QDDjhALr300rLdddddJwDkuc997rp9hBCk7/vyJ6VUfpefi7V/tm7dKhdddNGGY/rTP/1TASBf+tKXdjv2ioo9oc5LdV6q81LFHY38PP3BH/zBwucnnXSSAFh4pvq+l3vc4x5y5pln7nJ/+dk9++yz5aEPfejC79aWh2z0/j3ykY+UI488cqGMc8eOHXLIIYfIWtMVgBx66KFy6623ls+uu+46YWZ5wxvesNsxdl0nxx577ML8mueJpz/96Qvbv+td7xIAcskll5TP9rU85EEPepA89alP3e02G5WHnHLKKQJA/uVf/mXd9mvn6Iy11/klL3mJbNmyZWE+FhH5/d//fQEg//Vf/7XbceXykDwfXXvttfKa17xGAMiFF164sO1xxx0nhx122Lp9xBgX5rTxPJqv+9o/zCznn3/+hmO6/PLLBYC8+c1v3u3YK+6aqPNSnZfqvPT9h5p5tAF+8id/cuHns846C957fOxjHwMAfPCDH0QIAS984QsLCxlCwHQ6xSmnnLKuJIKIcMYZZyx8duKJJ+Kqq67a7Tg+/vGP44lPfCLufve7l8+YGWedddaG25900km4z33uU36eTqd4wAMesMfjXHPNNQCAe97znrvdbld44hOfiIMOOug2ffeKK67Al7/85XLNx9fz6U9/Oq699toNmfe1+OM//mM0TYO2bfGABzwA73//+/GOd7wDD3/4w/dqHA9/+MPRNE358wd/8AfrtvnIRz6CT33qU/jP//xP/PM//zOe/OQn47nPfS7+4R/+Yd22+VpeffXVe3X8ioo9oc5L+4Y6L9V5qWLfcfrppy/8/KAHPQhEhKc97WnlM+897n//+697h9/97nfjsY99LLZs2QLvPZqmwVvf+lZ86Utf2qcxLC8v49JLL8WP/diPLZRxbtmyZd2clfGEJzwBBxxwQPn50EMPxT3vec+FMYYQ8PrXvx7HH3882raF9x5t2+Lyyy/fcIzPfOYzF34+8cQTAWCPc9fucM0119zmOe2ggw7CE5/4xNt87H/+53/GE57wBNzrXvdamNPyvd0bMf3/+q//KvPR4Ycfjte97nU477zz8JKXvGSvxvCKV7xiYU5be40B4Hd/93fxqU99Cp/61Kfw4Q9/GL/6q7+KCy64AK961avWbVvntP0DdV4aUOel9ajz0vcWtdvaBjjssMMWfvbe45BDDsFNN90EAEWv4pGPfOSG319bYrFp0yZMp9OFzyaTCWaz2W7HcdNNN+HQQw9d9/lGnwHYUNV9MplgdXV1t8fJv187xr3FbSm1yMjX8pWvfCVe+cpXbrjN3rQoP+uss/CqV70Kfd/jC1/4As477zw897nPxWc+8xkce+yxAIC73/3uWFpa2nCC/du//VusrKzg2muv3XDSAICHPOQhCw7z0572NDz4wQ/Gy172MjzrWc9a2DZfyz1d+4qKvUWdl/YNdV6q81LFvuPggw9e+Llt2w3nirZtceutt5afL7roIpx11ll4znOeg1e96lU47LDD4L3Hm9/85r3WOMvYtm0bROR2n2de8YpX4E1vehN+7dd+DaeccgoOOuggMDN+5md+ZsN3Yu0+J5MJgO/u/VldXb1T5jRA57V/+qd/WqfRkbE3c9oxxxyD//2//zdEBFdddRV++7d/G294wxtw4okn4rnPfW7Z7j73uQ8uv/xyrKysYNOmTeXzc889t5R57GpOu9/97odHPOIR5ecnP/nJ2LZtG/7gD/4AZ599No477rjyuzqn7R+o89Ku91nnpTovfa9RyaMNcN111+GII44oP4cQcNNNN5UXNhvqf/d3f4ejjjrqDhvHIYccsk5YNY/v9kQ+n5tvvvk2fX8jIbb84qwV3107CeRjn3feeTjzzDM33P8DH/jAPY7hHve4R3mpTz75ZDzoQQ/CKaecgnPOOaeI0znn8MQnPhEf+tCHcO211y5MeLnOdyz2uycwM0444QS8+93vxne+850F1j5fy7FTV1Hx3aDOS/uGOi/Veanie4e/+Zu/wX3ve1+8853vXHj31r5re4ODDjoIRHS7zzN/8zd/gxe+8IV4/etfv/D5jTfeiLvd7W63eb/7grvf/e6365wGqPO40XXOgYXxsU888cRd6tPtjSD/dDotc9ojH/lIPOEJT8AJJ5yAX/mVX8Hpp5+OLVu2AABOO+00fOhDH8L73ve+Bf21I488EkceeSQA7LI5wEY48cQTISL4/Oc/v+Ck1TmtYneo89Leoc5LdV7aF9SytQ3w9re/feHnd73rXQgh4NRTTwUAPOUpT4H3Hl/72tfwiEc8YsM/twdOOeUUfPSjH11wbFJKePe733277D/jqKOOwtLSEr72ta/dbvs8+uijAai47hj/+I//uPDzAx/4QBx77LH43Oc+t8trOU753Fs87nGPwwtf+EJcfPHFC0Jx5513HmKM+Pmf//kFoeHbghgjvvCFL2AymWDr1q0Lv7vyyivBzHvlYFZU7A3qvPTdo85LdV6quGNARGjbdsGRuO666/aqq9FabN68GY94xCPwnve8B13Xlc937ty5rlPRvo4xR+kzLr744u+qtGBvsijHOO64427XOQ3QeW3tnPbRj34UO3fuXPjs9NNPx2WXXYZjjjlmwzltb5y0tchCv9dffz3+1//6X+Xzn/mZn8Ghhx6KX/3VX8W11157205shM9+9rMA1pcxZ+Hh2yL0W/GDjzov7R3qvHTbsL/OSzXzaANcdNFF8N7jtNNOw3/913/h1a9+NR7ykIcUTY+jjz4ar3vd63D++efjyiuvxFOf+lQcdNBBuP766/Gf//mf2Lx5M37zN3/zux7H+eefj3/6p3/Ck570JJx//vlYWlrChRdeiOXlZQDry1BuK9q2xcknn4xPfvKTt8v+AC2xefKTn4w3vOENOOigg3DUUUfhX/7lXxa6IGS85S1vwdOe9jQ85SlPwYtf/GIcccQRuPnmm/GlL30Jn/nMZ26zU/pbv/VbeOc734lXv/rV+MhHPgIAeOxjH4s3velNePnLX46HPexh+Lmf+zmccMIJYGZce+21+Pu//3sAWOd0AcCnP/3p0gb7+uuvx9ve9jZ8+ctfxjnnnLMu3fOTn/wkTjrppNusuVJRsRZ1XvruUeelOi9V3DE4/fTTcdFFF+GlL30pnv3sZ+Nb3/oWfuu3fguHH344Lr/88n3e3+te9zo84xnPwFOe8hT88i//MmKM+L3f+z1s2bLlNkfITz/9dPzFX/wFjjvuOJx44on49Kc/jd/7vd/Dve9979u0PwB48IMfjIsuughvfvOb8fCHPxzMvFui/tRTT8XrXve6dWUT3w1e8IIX4NWvfjVe85rX4JRTTsEXv/hF/NEf/VGZFzJe97rX4cMf/jAe85jH4Jd+6ZfwwAc+ELPZDN/4xjfwvve9DxdeeOFtuhYvfOEL8d//+3/H7//+7+NlL3sZtm7dirvd7W54z3vegzPOOAMPechD8Au/8At49KMfjS1btuCmm27CJz7xCVx33XV4zGMes25/l19+eZn3t2/fjo985CN461vfikc84hHrumZ+8pOfhHMOj3/84/d53BU/+KjzUp2X6rx0B+DOVOv+fkNW9f/0pz8tZ5xxhmzZskUOOOAA+Ymf+Am5/vrr123/nve8R57whCfI1q1bZTKZyFFHHSXPfvaz5SMf+UjZZiN1+vGxxsAGyvT/9m//Jo961KNkMpnIYYcdJq961avkd3/3dwWA3HLLLWW7jToOiagK/SmnnLLHc3/rW98qzjm55pprdrnNrroavexlL9tw+2uvvVae/exny8EHHywHHnigPP/5z5dLL710XfcCEZHPfe5zctZZZ8k973lPaZpGDjvsMHniE5+4Til/I+xuDK961asEgHz84x9f+Pyzn/2s/NRP/ZTc9773lclkItPpVO5///vLC1/4wnVdAzbqanTwwQfLox71KHnb2962ruvSjh07ZNOmTeu6Q1RU3BbUeanOS3VeqrijkZ+ncRdFkV3PFbnDzRgXXHCBHH300TKZTORBD3qQ/Omf/umGc8redDUSEfmHf/gHefCDHyxt28p97nMfueCCC+SXfumX5KCDDlrYblfv2trjbNu2Tc4++2y55z3vKZs2bZIf+ZEfkX/7t39bNx/l7jrvfve7F/a30Thvvvlmefazny13u9vdhIjWnetaXHHFFUJE6zpdjrGrrkZrr3fGfD6XX/3VX5UjjzxSlpaW5JRTTpHPfvaz685fROSGG26QX/qlX5L73ve+0jSNHHzwwfLwhz9czj//fNm5c+dux767MVx88cUCQH7zN39z4fPrrrtOzjvvPDnxxBNl8+bN0jSN3Ote95IzzjhD/uqv/mqhm+VGXY02b94sxx9/vPzGb/yGbN++fd1xH/e4x8kZZ5yx23FX3HVR56VTynZ1XtoYdV763oNERG5/SqrijsSP/uiP4hvf+Aa++tWv3m77nM1muM997oNzzz0Xv/Zrv3a77Xd/xFvf+lb88i//Mr71rW/VCH/FfoM6L31/o85LFXd19H2Pk046CUcccQQ+9KEP3dnDuc0444wzEELA+9///jt7KHdpfO1rX8Oxxx6LD37wgzjttNPu7OFU7Keo81LFGPvDvFTJo+9zvOIVr8BDH/pQHHnkkbj55pvx9re/HRdddBHe+ta34qd/+qdv12O9+c1vxmtf+1pceeWV2Lx58+267/0FIQQcf/zxeNGLXoTzzz//zh5ORcUdgjov3bVQ56WKuyLOPvtsnHbaaTj88MNx3XXX4cILL8THP/5xfOhDH8KTn/zkO3t4txmXXXYZHvrQh+L//J//s8vumBV7xk/91E/h29/+Nj784Q/f2UOp2I9Q56WK3WF/mJeq5tH3OWKMeM1rXoPrrrsORITjjz8ef/3Xf11aCt6e+Lmf+znccsstuPLKK/HgBz/4dt///oBvfetbeP7zn49zzz33zh5KRcUdhjov3bVQ56WKuyJ27NiBV77ylbjhhhvQNA0e9rCH4X3ve99d2kEDgB/6oR/Cn//5n9/uHSr3J4QQcMwxx+C88867s4dSsZ+hzksVu8L+Mi/VzKOKioqKioqKioqKioqKioqKil3i9mmLU1FRUVFRUVFRUVFRUVFRUVHxA4lKHlVUVFRUVFRUVFRUVFRUVFRU7BKVPKqoqKioqKioqKioqKioqKio2CUqeVRRUVFRUVFRUVFRUVFRUVFRsUvsdbc1Irojx1FxJ+C0M8/A8Q97CABgrJte/i2CsZq6MANY/xzI6CMiAngDTpIWt+Mu7vN4RQTYlb676LGFMGwjgEDPgfOYiAAIku1PUtK/dfM8OtsiD13/g70D+V3Y6Drl3xGABCDZNkKiwxLRAxHK/hi04e+JhwuWiAASEARMomMWASRARJASkBIQI3Drjjla32Dzps349reuwde/9nVcd931EBH0N90C7LhhXy77HnFna+7XuekHD7/+iz+PZzzpCQATAAJiwnx1hmYyAXuv706MEBGQY4Ab/aJEADa3SCrvWPnZ3nfyHmFlFYwEahtQ0wDe60vUzXRbdgCx/YGNZYT8viZB6uZIKYGJQY71mRQCwEDjAXSQGAEwiBhghiTCbHkVqY8g5tFQEzgFMDP60KHr55AYwSRgx5hHoHEM5zxEEmKICF0PCfptZgI5DxFCkoQkgggHeALI5qWUgBDBfUSKghQ7JIl6UpRgWyGkGQCgm88xW50hxgRmgm8ahF5AJGgnDVIURGkQeQkpCGLswXCIfUJKOqERMZxv0Hc9kgSEPiCEgBA7hL5HH+YIfUCSgA9/5nO44prvvuPL/jo3PeSRj8QP/8iPgIhAaVgvJAlIJK9omM3maJoGrnW6ftr32XsIAxBdDYezIBARmBkEsrVH77GIPnvMDmzv7bAa2t8iQDPVd8rWcxHA+0af/5SQJEFIx5hsjQZ0PdQ92voLAUjfNSYCJCGlhBAiBAJPADuCJLFnUL9DsDmARms77F65Fo5Z33WzJZL9EUQQgMY3AASx6/VagSAhopvNISmCCWDv0KeImCIa58HsICKIMSKmbFsw/NhWouHcnHfDNYONZbTuv/tv/wrXXnP1d/mUVNyZ2F/npoqKiu9v7M3ctNfkUcVdE0985tNw9APub6SOLRZmTE6XpmrA7WoRIQKtIZAWfz2YhmNiCJLUQcKIkBGARjsSx6CYsCfk3e7pUSYiJYLMzjLLcGQa7hnjY9HYQP2uIMXHXEd8iZjBLsPxibB2wPo1u1YkQCJ4aQEhJKXBECEgSiASbGoJ3nn0XYfDDz8UB249ANdeez2uuPwKbNu2HTj0CODG64EYvstzq6i47fjVl56NRz/kwUASwDVA26hTGSO2Li0NRCoAiMAxgRgDoWTvPCUBENTJFH0fdL4bHUxsQUwJEhMIDNc0IIlATID0uk/vEHau4JprrsWh97k3Jps27eYMjBxCAoQhUQDPAJwNQ3S8mWwGgQQQIhC8ES8t4JM6yikhxogkAESdYiIlm4RiOV7TMIiVgKJIYNLDBhchkgDy9h0BhEBCkBiReoA867xODDQMcQ60OgMibP40csHmoBgiYgyIKSHEiL4PICKEGJGCoGkckJz5tgkkEQwGsYOIzm152iMCiASAkn5gB7BAEgNep7bGM4AGztek6NuKJzztqbjv/Y9VQiUZuRPjaBElu78E5xxiCnDCcI0HQIgx6r1iRkpJn0MYT5oAEgGQNECSBClqiCav+cNRhv8Dts41jS1xo4cCUOLSbARJApEEoV09A7ZiiiD/BxmO5Bwtrrdk8wYASknPn0ejK4EnB0iCLBozwzFslzEGtSuIkJIRwqzXUq+D7tcTQYjtuum8lOHYoWnbYrckG1ceciq2kdFbzsZMAAnhjDPPAkTAzGCbOy580x/u4npVVFRUVFTcfqjk0Q8AfvhJp+Duhx8KIGfnQI0vAIff63Bs2rJFo3bjjBkjhZLIYu3iWoLDCCRAjUbJXsUagsP8FNtH+d+abRdSlPb+BEdj2CWVk6OTa/e9h+MUE5JG2UOin8n497cZVAzlke0++p3RQtn4pfzvcZqWmZCWFDCO5zIYyaKpBHMknQc7dWbZEbZs3YLDCNix41Zsu+FGtJu3oL/5Bk3SqKi4g/DqV74cBxywRcmZkJCMrGTnAQaOu//9cMiBW/X3cMCkUUIhBE2hK2+gvjnON0qaEOlHKQ3vSUpKfiQlUMGsCTQ2uUmyLMMYNROh6+CnE3Wu+w6IEZpo0WJ1ZRU3fudGHHz4vTCBQ4n+j9/JMbGVx2PzBmVHmZSMUnLMAUhGcBEImhXFZOdDDCadsyWaA8qEpmnBDIRenXoI4ADL3NBjk3NgEDwTUhyIe0cMgiCW+MDgkOZTESJQChBJSBiuH0MgSIghYD6faaJX0AwhCBCdZk6xa8slAOsFYSYIHGIQdXoJSq6JQwgE56eQEDWTgzWTKQmB2QMuoJB/FbcJS5s2YbI01WfNMm6SCEg0S4bNFkgxaYZO28A1TVkrnXdqLzCPMnMFkvJjr2tRyd41gnBvbhnZCymiWbRipK7EnB1MRppa5o0IBFyyhPJ8EAdWWd/tHCwiMuJS9F0v/JF+jxYykGH2TrI95UCY2UdJx5YkDeeWSWjbtgStkq61Ai4/C8xmkjQcFwATg9nBsQMgSExgcnoNRZQ4ynMKoOv/KJOLmHDAAQcYqWfEXhL8f896HmIMek2T4DvXX4dPXvJve74pFRUVFRUV+4BKHt0F8JDHPgrO2a0aJaaoEUM49sQTcOAhB5VoWylpAswhsnT1/L3R99Wu5yG6uNEARlbhOnJmAwgGA2txH/uQxVPKvQbiaLEEZXFfw0+7GdtG485GZTEmsWBYyu72t6tx00A8MZHtYxhh8Tmh5mA2K8f24gJplf+S4TujwQ6kkz0czjHEopIpJXjvsWXLZhx66KH41reuQYiVNar47uCdw08860fzy26fWiYOa6nX409+JDZt3gxEgfQBEnolTIw8AnIqA9TJTWvSExcIm2TlaZk8GkfyjRRPopkDgGX12WYQSFTiKJkzXMieXF6Waz77AIGgaTyIXU6XKQQPMDrfXEY7IuIRo2U65NIXK89J2amNlv0UQd4puWQZiBCCy1lBFEAQqA/th9LamPQSEbT8ZTQ1ci6XAw9Eli4KVtqTs5jYrqgM19FK+owSgCAhpYDYB4Sug/eMFANi6HUtiZpRMZ22WuHHDkyMiB5CCSnZHMjqLEtiaB0UgZ0Di/6emfWPOMABwpZhVbmj24xcxpWIIEwWcFiPnFHjmI3ws++zZtIkGTKDyxI8XpPy+8Moz+RajnWjsWmpmz2XoFEJma6Xhdg0O4YwWhgzkUwEkJZkZjtIB0JlHzHFxewjjDKQ8hqfgBI+s92kUXn8sH8ZyKsSHMuBOt0+20bESr3mDO98AfN9EdLz1PWewOD8upbSwmFRz9tlS4TKfzlImKx08L73uz9iDFpCmBIOPPBu6LuuXEsiwteuvBy3bLt51zeooqJiP4FlTVdU3AZU8uj7BPc66shFcmP07x9+4iloJhbhHf1OxFKwR19ZdKfstzJyqjCQO9kwIyQ1uDbSKtoF8jjWunq6fyOr8u4kp9OMo31DNDDvZLyvIQtolO20x0HRrn/e4z4sX4AWrpyNdY0zs5t60CFbaRSZHJ2fZmcNd4nz/SmlLRhlcK29MIsleDJ8Y/gdAc459F0P13j0fY8YAogdDjr4IBxyj7vjO9d991oiFT/Y2LxpCQ885uiBIKFMMuj7PWka/Pzzf2wgXsD6hx3gPMAegJEvjkCJQeL0pXCkxEqMw/4XZ6dhIOMHnmkgoWW0feFm87wy3pVpqET9k5JmWzBYCRwaZSOAQCmhnUxxj8MO1Tl3TB6NkceRzHG0kpIYEwgR3Gg2QRlfJFCj2RQiSbMR4JRAEt2Plqg5MDtEAhCCusTswJzAHIuGWhIg5mOLXn1iy2QSNidUrx+xgJPO78QMISqZKMN8NXKAkSCISDEgSQ+RHikxkAII0TJNBBAGCQEB4MYpN4QeIhEibBkjHgSGsDPyiDXzwglSIiOPnJJHSO+OOfIAAQAASURBVBDoNdv7YuOKtdDsGyMlEiCkmS8yKhPPa1MmRMYcsHKejNj3YMrvmhEnNOxh4ZUYGyELH6wbnOpwJU1jYtP6ImIbU/5uDoLp3LKY7cOqS2QagIW4hWku2RiiZTYNwx7WyRwqy0SOFB51mFtyRpWILO7D7Bkp77+RZzlDqUxRlpE1XLFyeZig73zOKLLzFhKIs/skbEMR01MzUnqBu7ZS15iMLNfMJUkJW7ceiEef/LhhY1Li9uprvj08JwCu/vY31wf7Kioq7vrImc1pHDA2e8Y1QOhRfLMyAVOVtKjYIyp59D3EdNOmwc8ZgQg44wXPtZp5+8CtIXI2yAsndhAzKorBZVZOFoPWFHDKjNEQwU7Zs8i7332OTYnUrXGkxn5aBkuO2FmsjAaDa7xxEbEeZUrlsewRRBuTOOuMWKy7buNzKs7T8D8bIJdjrB3PQP3k8hSYI5b3NrhkJIDLBjqvPTfJtucQuS2/GsroBiINazYajcjGT5k86js0bYuUErquAxAwmbQ4+OCDMFtdxk1MqPlH+y+mkwmmUyWkSwbBCCc88P5442vOBcJcDQnqUcSok5Z+ISYMgtJOCSPLOgJQSmbK88lUXi39fRqMmo0ImkwS5WwjGn02JqCZLLJvzmEhYk07JajmSzIiCUngHQN9DzjTD3JDM4DpAVtw2NYtgBtfHyzOwTI6pyTgtkUjQNf1CDHC21eoaYfTIZ0oNMmIBsNunHpo58nRMhYFRiglMLsyGURJljlkhB4zWnZg+KIZEyXZ9wnsTD/JkQlmY7iG4+sNLVvL2RTe90hNRNetgjmhaaBZRCA4aiFJECWBkmrUKBHHWjYrllcp+u9CHjGDJdl9orJGKdHuAIqYtA0a79GHasTuC6ZLS/Deg4mRKOn9TgwW1SYq9kDJRNsDSUfDOjbWr0prA9aCUhqf9y9rfg9kuySTQvqxc85Iz7UrXn7V4wJ5xCSIInA+/15M3zpppl20zLqUlNws2cXrB7SQSbV46FK2tnZpXm/BYchmtH+nFK3cjTSza+SckYnmiySQZeMNlBZBctmdfRpFEFOCMMGZHZHJqWh6STmbK0Ylk2CZ5qXphp38Ix79I3g4KWHH7OCcw5+/5X8iBNV8i6E3e6GiouIuAzX8UTrnZLusaTW7ebY6+typTbU0BVZWzAaxrG7vdT/bt9mOZSCViIBQvYYKRSWPvkcgIvzUq36ppG2PP6ec6pwJHItEJ1v4OUfPBAsGNwBTuskGkqU4lxAim7E1EEjJSibyZDA2HscG2gJBtBeZPxuRSJQEqZAyYgTJnve1K2xcCrdmAGuzhMrRiw1pqeIa56Y1Ri6N9rN30bhxt7ahi81ClDCWOOWa88jfs8wNsz/3PQZI5Z4RGO2kwXzmVHx22lp0MqGdNLjnoQdj0+YJbv3qlxHn830+UsUPBl7wnNPx4h///yipK5nEaFBqIyEwIRKY6IZ+0SLhRAJE0RWkZBtZdzKQZkM7Lpk5C0RvsPnHsg8A6HFzmReNu6SJEkyaQmHfgXVNMy0Rp8cj1syeQdstmDi2zbOSSfaEvu/ANLF5NQ0Gku5BhYXCfCDFhAdCvxBII0KcGOw8vAcg2hWtlL0BOkay+ZnHc6GSJQvkNWWiJTu9mqHjnVPSSLT7k3a8Etu9A7PXciXIej0zMtFdYu0GBS1/46T3j6SHREFKHUABRBFAAMHrcZyOaSDJDWyi2DZO5xollBLBlTI6B4jT5ygO61S2WWNavyb86KMfirvfbSs+8p+fW/e7il3jeT/z0zhg64FKaKbF7DSXy9MzIVQyj3aPcUAqaT5Z+T6AksWcQkIigfME70aUiwmnJ3KQvlNdPs/2/HolS52DhKClZjaqXDZXsqTtHdH1MxXiaMGekqEBRes8Cklk5x2M9dKquZTfMMRkgtSSCbJdr8T6aynv3thuG7qgYvHagAYhetLxTCYT9L2SNtmuAwQshJSoNCuhJJAUjVjVzqpkaYO5cx4Ipk9lWZZWpuaQSVkrFSw8/HDfz/6Fc6xLHuOyz/8/fOCfLtrjM1FRUXEngKDdMRI0eMcMNA3QttrVdab6jWgc4D24aeC9R9/ougyzl4gdpOuBLZsBx4VI9t6BncdyaUoSLeClWnnx5u0DkZTnSRGgr0Ge/Q2VPLodwY7xs//t3FGL9RGRYca+RsloeAGB4hwstH4XsS5C2CXhQmaELATPRk7IuBta3o6zIVE2XdwWyJkwssvjljEmKSVWZI7RIA9t12TNz/uKbKjtEUyDXIpgYVx7wrDNgltUPmcyasiM1WRGncsRzeEbyMMtBmZxtoZMLBnVGcs+XZ1cpkjlqPn7+SeA0M17TCYt5r1GENtJi5zJtPWgA7H1bgfi876++j/oePlLXoAzTz9teH+cs1KxZM/uCEzKUpe5SSy9wNnnYgROJofWGguZ+CFo+RopoZRTFHK7+1yilnJbeAw+WoqAM9JK4vr3vovDMfK012u7bExakHNKTCU1qkgaUIjoQ0CMscy9DXslUjAijkDDOGDn2gUIJTW2vJ2DN4JMrLMbJTtXBsTDD1S1kWo8bM+Adj+zDKK8ToiY9AAVLahc2qa8sjq2JAy2e9iwQ0yi4sfQUh22dQRG2ic2zRsQ/MjRTzHCZT0WKwXkTCywZkVomSKB4cBooZU00chFgSQCyNn3TFScSTOOiMAOmukCm6PypMiZGPO67kU9J8eMvmNE6YxsABi5XXnF3kLQgKgBOOrKS4yUzJaggSMVACEEtEsTuIa13JIY7JUk7YN21VPNvrSgjJFgNgwPpCwhIYlltxFAnMkhNuIioet7zTJibehgFBEAIIZgpAdQCCIZBbTK822F9iOiJpfvA4sBpo2WfkdsJXND5tM4t2jIDh5K3pi1MYWNbAjyGCleOj5mPbX8u6TvdfG1xMS3oeNu21azh+xaO68lqznKJSIIomWiznnVpRJBChFsWZz5bIfsPbYEhFgEzoGsMTUCjb8zEIonPPgkHH/CiXDeIYSIEAL+7h1/gWuv/vY+PIUVFRW3GxyA6RRoPMh5tI1HSoI+BHjn0TYN2qYBCJhPA5IIWq9kUGMZvDsmK0hJhjJxZkynEyyvzDGdTor/SUSYtBN473QaSj2AZOs8Y4dzQ8WIIcWIbsfK+nGHAMxqgPoHFdWD3AccdPdD8NQfPxPAeqdfqxgIzvsReYRRlHoxAqZZIiiLeP4dRKyV8/Ad3Wz0vb0kRIogtpgjSNlRUAePho0t0rfGwMilUyLmVADjqFrJ5MmfZ8dJxhtgQQOX/v/s/WusbUt2HoZ9Y1TNx1p77/O69/a97CfVbL7ZJJtiHqLsiNaLNsmQEW3GjmHDceLAiQIZSZAghmEgPwwkQKAkyJ/AD0CGYSGJwziG/cMRhMSGjSSSYiuwRFukKFDdZEtsse/rPPbZe605q2rkxxijquba+5x7brNJ9u27q3vfvc9ac9asWc8xvjHGN2DADil7BnufeK/K1qL5KoVO+tifs/Weqk+/tQ5Ppdu+dRJP2n5uerUL4S7A9SNSx87TqNW360XwV4ONerd61en9SaUDjkyh77DK47Lg/N4Fnj17jrSuCDFgGEbImoHA+Ik/9XP4a//hf4Tf/vJXXqEVd+Vbsfyv/+f/A3zyrTfqZFQOnaiWqMB49OA+xnFo4WPB3JVb2iT7d+dZBGwAaAAGaBgohB5gCoAr+OYxoFnFpNXHXTgKsV5upNGQZG7WAmAF8gqMA0BR688aIqfIjT2DDKRysIdZhRQpDahhAzNKBnMwLwioNwa8+S/YQ92atibkZUUhAQaFMZh7MKNbbA6csQCRTvrIvbqifu9KpS9oHwfzpkAx3hPzFAiB6jN8nyRihCGASgEVVkAKhGIhg1kJkEApt2QDMC8I99xybwlS4IsHRiwBWfrxG8BI4MKIPGJNa+VX0XAZVYZz0dxXfAQ4AbyPEFF1W4p5fJF3rm6gFPRztlCckg24kIiSnf/mDjz6sKV6sJACl0wFAxKOFm7g0xubNXD7WoiBbIzRsoeZ/MEW5lmP3mBeaUJoVPZ2/kPByWmadJ8SdICPAUgFAJF52LgRzd9Jgc1gYZE6lVIDWK2omFNq1rYeeDot1UOoigQa/kWxDzNFt+ZsuRYAUrSd2fYu86Ds5a2Uc13WItB16AY3KQpSZec5s7W0JDBnxGEwCjkFmbN0oJSHpOZ+P1DgiczjUZiQM1VqAinqLZZz1tBSswVschNYYWJQDKDACIbz/8zP/6JyKlnfr2nBv/Gv/R/aAN2Vu3JXvjllJiCazLaYAW03YDzfgwNjiANK1nW3380YonoWjUNE4ICUV4iIAkdDxDAM4BAwTaOCR2aoCTGAiPD88jkOVwln52e4d/8c8zQj5Qwi0v2wLAgExKiB+G6g6h2Pcsl4essZUlJC4hO5UgRYkspsd+UjXe7Ao5Py4PXX8F/6I38YQI9F6B/TbocHr79WPzv5GsCJtetFCgo1gkQXr/xh0lm2XggR1Wvb853vw43528vVlRlGJqmW6ptHP5ui52FY/iwh6sCnJhI2sMiEsV4akZbBrL6L4yBdGzfyax8G8oJ33t70kj7qitaqfVzQ3Nyr8GhV9jStTnZZNzxpdW3Av/qGJ82tbX55YIDzJtXnnrzTZgoxqbNDL/PCZ6K7r+sNHBjrerQw5mCHQUaMEUkK9vfvIY6doHxXvqUKEeFf/Gf/22oRogR3Ha6hUyL4ke//Avb7nU1KtQzRMGice+gBFq9VXPvxh6B6ChFtJ5uvZQFqOiWy8Eo2kmcsgMwNnJJsE1gsZM2JX339+J5hFedsAJGBWURACQAbr1LSDG0cdO+SLAqOeRUM4xyqDa1AmoJHBMQABjAQeayK7U3o2o3tvaVoKvmckYlAnOveiG7P2BRvfwXavC5rI7pwvCp5tb6RIqpgGvG2e2vwMKKCARyAYQCJIEgBk+5nzYugAXYkygnDpe3nmpq9zS/xNg8TRlIS8ZQZuaxQumGPfRNgIBjLEkAMSaXrik4xJlVAPdTptOg5xYopBvWgFDEnrRKgoUSeqe1Vdve7AgAgwk/9/C9gt993ZyngxqY4BJSUDWx5udLvy0D6Twigbo1VYxbs/LEbqJ+Lvp8QoPTdljzCQq7ECa+lc8LrzucmZzTZiLpn3bQtqXdvMdCEew6mF5zCDaeydbIs2l5WUm7vygY4m+dxkUpOzbYQHFzzel2JC1FZD9X7R0GYYYjIOWm4Hmsmw5QSQEpq3RGhwb26pYjyGdn+QOZJ2ULl2fZJ9XJUWjOpGDVCrEAcEVdy8b6Oritr31zcu28eYwrmpnXFn/zpn0cpqcpD7737Dv7T/+9fun1C3ZW7clduL9FkBhENbd9PiOOIkjIKr8rPuNvh/N45qADjEJGT8twOw4BhiBjjgGEYcDyuGAYGBzLwSIElDowQdO2yJc1wMP/58yuICHb7Hc73O+x2++qBJGlFoAHRvJgAQS5JjVemU4gI1jXdauhf14TrXlcL6gVbrq9Rrv1DNAD+1DvyrnxLl48leHR+/x4++93fVf+tooUKSPcfPcT3/PAP6Red5027sv/b/3wRetSpSvUEB+DuOg2pqM/pQRvqUFsPO1Ms40TpgUEHPevyiRdO/7jmEbQlZSb/rtZv1kYHkDprdQ8MnV5/Wmj7nwYcbf71kvICD6Ta3lu/6G4/bZu/C1HLbAbULC3V5dzvFtS+JhMsYcJc5Ru4pY09xEc1gK/12433J3Lfjs14eNe5/u3eBO751Ffj7eBASCmpPhuUT6mUon+nu/Scv9/lfL/DH/tDPw4AZtHdAisE4E/+xH8ZzIxCC4iLhmWFLvyrcPXi0zl9uhZOFPjTfcPv5e7ZArR4B5tgnkytetI4IpWax5HxhWzWai4na5e6tnvYGjUAyIUIQEm6czJS7qzgiSPjfbudVwldP/iCYQIQKtcPLFxFiWqhIWmbPb3rp2wKonkLVe/N+o6yvS2frKneNNd/tmkjtD83G7nxpnEwL9ZQ9wnhAEsCDsqaDQ3kHohtoBW8EQVo/H9FaibJnn9NbwgIPAKDnTGZLMuaXseWzi0hAcaVRGCzQkYQAshc4cmBstqmW/oXYqnhSYcuN8CBwErE5MDWXXmlQgC+74s/DKaOs8c8zUoNHe0OMjE6MynqHYa+u3XcajII/6xeoGN7G3/jzYZR+y1Wa7d+tnn1HHRy0Nk/t5NUPKyN25bnr9rVVOvfhD22sHORxlMItN8K8JQKFLGBMwWkSUBKMVFPV1Al4Bd9kgMp3pfKT0uVc1JESe9162ILwVNQNyf16AvRQlpF6xeotahumyaDeaiqPk8gWYConxUyeVaxKgO1gBo6jK0MVnd/oSpTFAtvBgyU6uQWEPC93/9DKGWt7/L4/feQ1rXKVkUKfuMrX8aTx+/fnBN35a58nEoPXkupBiIEBsYIjmrsiUNAGSPO9jukZcURQM6CYR5xtt+BimCMESVr+Nk4jBjGBh4xXYNYOedCDIjDgBgicikVNNawNUIcIpgjXn/tAZZl0c9JvU3H0bjYhBENeApBDUIe+kZkocOlGCVAM0r4kbCuaWsAMvBoYcLiHqSkHpKyJuC43JSj7sq3bPm2BY+m3YyLBw9u/e6tz34KP/EP/vH671DFjhNli+iWVPF0+1+n4EFV+qtW34AZw46a6bY7mP1abIUxqtf1z2nwBLkgZgDSRmXjF2RV8ferj+3AoVuApQoUmXBCJ+98qieeNL593AuUH7bc8EDaeu1sFDNse0u/7oVZqaAMdeOw6eW6l7mCyq0e1o2vZUG7CZ41wdThox5CsvtMCOdb+mMjrm/0zi5rkz2/WW1pI1T79LxB1H7jaXflm1mmccBnP/mm/sOsu77FvPnaI/yP/+l/DIBmGyIKqNBhKRomABszX4skIOclsnlTs40RwXKl22D3AIXvQbD524FDRGrxAvSeIgbGNE/Dm6mVvGj6b3JQyQEbB70988dmX2iE1/V6Tx+UVhWuCoCcQaU00IpNsXG3O3+OEpJ0e6n4ZogKdBEpUbMBbFQI7uFiMbfeOXCAqoaEdvsCPMMc7DP3qBIyEnBuY1GLgU5sz7INRwyIohD13QIpAbmt0TAMRkDe6vH1rkNtyiiw4X8hYgRqacqdFLmQWiuzzwMxCMm3NQpgzmZhjEAuyM66TU5sHGpfkXV/jCMISrJJHEBs3iU3dhepP7lkMEXdpWrfA8xKFHwTBL0rr1KqgcnnQ8mQonxfJRmPmF6pSy8QPFSycl65J4qBmuL7QF86UKeFTjcZpgE03R5FDTii7j6/yc83JkbRSQ2QAz7tQg1Lk25d3pSJKigkslm/HgpaSvPA8/b6VYHbHu33BM+6ljNCiChCdd0rpiyWzZD0ftFQzFz3WdtmQzD5TEM9pjgh54KUElLKIPLwEIaUjLWstkXreV6BI1Eyeud/gvU3REFjf8dSinFZebvcCuDXU31/96ryNy+52PM0K5/LKJ4tj9jCCG3evf76G/jjP/XTWk8RpJLw//qP/kP8xlf+tvZjEbz9ztdfNHXvyl35NiwmC1gGMwIgeQEGDQulISJOE2KMCEIYhwjijPPdjDUEPEkabryfB5zvNJRtiBGlMEKImIYBcVBOoyFG81Iv4EiIzAhDRAwBV9dH9UAy4CgExjTPuLpa8PDhfVxfXWFZFkhOKGnBeDZjv5uUm87BbzsfYlAvpJQSlmVRPj1/3eoEodveuq5GkaJdUUjBp2tW0My1rZwz8qJcTVhTd95YRXfG7m/J8pEGj5gZ4QXEv9/5fd+Dn/y5n75FnddyCnQ0lftEUHIluwNTXmph6+/ZgD8tTEDBHvtbcEM28zY5MZmcNFZxD9m+A5yclKrlrPsK1XR1S7urkoqtMHVbEVi0CIx0W5rycrPqF/fTy3mbbgJk/g7qNWDv6DY4t6i/UpgDNTTchLFyyxzx8boxf6r3hlv5TqyvtzzReZ1EuAmmVWC2sLVb5ow+TjaPJRiAUNvdgt56a2oPZKmca0p13gr7d+UbLzEGjHF44fef/+wn8Wf/hT+jWEdgxBibZVq2e0Pj7Wr3l+zKXoCUDMiKgAgajFS18hTZ3x5aVewAZuM46vWripPYPYEbeJSNSNY9j7yJ1esIW9AJgKwCRFtT/syeP6njBFHylKzcPxwULMrmvSSioFGKHRhk/WKec1UygYFbDhwBHcDFDThiU3z7valAn186kKfY87jAOYrIrPRk4YDKQA0gmUBD0sAjqGKpr921qT5TFXQlI7KsVMsCEcEQRXmemK0fvC3OlYTmyIOWbpyIVMmW5q0ItPAf9eIRmxquMNrf0rcdyLlgqmA4o3AAif5kUcJkMIN4AEe21xdIEgzDbN4V0TwyCUcT+hy8EihYVqQgEuH58+eYhskUXbVa6uMJgSKElaKZ6bQj78qrFj/H29ncn9EKCii2EzREK6gF3IlRwSMAwZqu6zhu6rblUOcdgN6LTr2dGAzp9o8t0NM8pLp/mzVbigOK3F2v86pAFaAP7ID+Pmzbv9nf7FuycFwPc3MP5EKq4NTQDxCIIyQqyJ9KRnSgl7lmxSUBkAUUxMBvb7cgpVw9wgIzSheODAApZ2QpVfmqIXIExMCbfiEHrUXrTWtS8EiUHF/3wGDYta7lCnp535dS12q32W76U6SgGOcZB1Hif2ALOFYjKfCHf+KP4Cf+q38/RATL8Yg/96//y5sqc8kahndX7sq3TSHohpeBOGkGtHlEnEYMQ8BhPSAyYxiVk+hs3GGKA7J5ET94cIbD8ysMgXG8vgblBa+dBzy8CFjWFePIyFmTIozmWTQM0byDIsAqh4TAiHHQ/cONAhauxqScddHC2/b7B1iXFdfX1zgeriFygfOzGcwuU0k9S+J+BHNAzgFx4Lq31pOl6iuCnAYMg3l/2t5ZSsHlMGA4qN5ecsHhcITMAUffD0LnMVoK8OTyziPpW7B8pMGj7/3SD+Pv+9mfql4VLePXy4vL/vq3tKzIr6BSVyLqzoOlV/pfBrz0bt4uwPT11QwaJmTlnFtsqS8ee04vPBRXOl760v37vxjoKb2XwYu8U6QDmUQFkFMmhdM7vY8+qJkAIJYZCd1GVKyNXitVYfTlZSOuWp0kiqQXUywZ5jrplxFU2CvdeFv74e9hbepTBfPmqeie3AFmBvzh9F3Q5sQtotu2f+oc6kIUbAOXzaPF/t8EdHiacH6l7rsrLyn/8E/9Ufwz/+ifwjgod9SaknklBwglZFm6KdM81lSxOMlD6HuQkVczEtacWkgWd6SsIgA67p8KHplGd6p0+1rxfaKSOBt4xM2jBHCwx92rnaRampdQVcYIvJ9beFqy8LJhUEDq+oCSEkBBeTwY+n0xouwlAWmxfwMlBnBeoUEg5nVUCb7REX/7O2ELDIkYqTaAMOh7Ssep1PcHcwdG+b2wE5FB8w5DYEjKKHlBoVk5SkRAYoTeJSlnEwfL9LYqQBR60E6sj62vS1vrJQsKL+DkzxdfymgofXegnezbBKrAkkf6ODDOIhD2IDcFjagoICNUKugt5qWQAgMYTMFUYl1xIA4RkITIAzhGBX1yBkLEbt4DRNXLIacCHhjXhyOOh4z97gwgBaikABwLdrvR3OJhoTnO5wUEMIoo/xLfEWZ/qNLCtVD3iu2PAgA+b7aAUDur/GRKKUFKcCzAAECpwI1OR9LthBmEAM/m589SWUs3t5tyh51fDhQFVo8YWLiWAJ6h1M9uId0KkxQ7Q0/lgB6cUg4kou3n20v1bGcDiWs/eGhbkXre5+JSjsoL65og0AxuArX0JxGkZUVaNAukk8qHoqF2vpYZhORWdrJEKwb0SlGQxtkQiWTr5U3d2Nk75LUgiYJZKKIgE+vennPBITseLeg3GSkFhbnD66XW25rrAl9rQgCrQep0TIkqj51Y9jkSYB4n/On//v9oY6j8G7/yn+Mv/j//7zfH5a7clY9iIQbCBOwm4PoA3L9AnAbM04jdPCIOEcfjjBgZbCGm5/MeU1T+M2LB2fkZxhDw7rtfx8X9GZ++eB2PHj1AKYKz83uYpwk5E4pxTxJHsCUUGTkBxEaPGBCDZ0Nt3G/uQVRyxn4/IRifkexnnJ3vcLg+4tnjx3jtE6+DY0Bg9TwspeD51bXuzwIMQ8A46nNzzurZiK1uua6qvwKdjlP0/JiGAb7/H+cjrq6vEWOoSZv8vCo54ZgSZF1tXxE14N2V3/fyLQ0e/eTP/9fxmS98HkAjDQz2W0hAL7E+EfrDT0uvyutZ+AJhBlvByhV6/fPUIiMb4YWZNwDMKbDkGdXsIfU5RFsAw0tx0OjkuRsAqwPDXgT23Nr2Dyhqjdt6P7k3Tg2ncYW23tABJS+ql0gtklDyxSrLvEJxmKQaDjvwjaTAw8JeXolzmAiabNpcLmuH2Vh56EfnANAEdXGARt/hJmRmM60HDX8HpQertvJcMTDLQQp9fP86+rl7pt2hRx9U/sX/4T+BH/zC5wCiLoWyHobjMFrmixUrCcZhxjiOSCmZK2/EGCIQ1ro+3PJDzKpQiVQlpRUd1VKy8mnU7FilYUKFLasX0FxTrISAGh4FmHKiRMS1OHjCFqLUgzDWJmVmZ3UjLqkBIO5hFMzD6FpDYkoWQFbQkBBiAuIICMAh2oG/app7DgBH4HgEkBswFASMos8C2rMAFRqSKyIFcPAmdfwomyLtfV3fqz+dZTCw9g3n5gW1iloLDZAjWRFK0XdyhC+vDWwTauDUMKEtNle4DBTqnMQqUMhFb10X9WboF20pLfzPa/S9thMGfcykrmuqz/HkbvXcI0IIBEGzGBZRJc+J2LUJPqcUxGOKyJkwxEmHoxSIZbAbxtGEPAGQQFQQ9jN2+z2O1wmHo5J+hqDZNZ9fP1cehqycVx4WIzZYFDUcumTBj//AD+ATj17Dn/v3/t1bxviueDm/uId/6k//Ge23YlnV5KZ0o58DgBpMCC1czQnaATKeL9pm4/J5ZHNqGies62IOj6GmslfsuvNggslZfm7ZmpD+31bck7caskQgJVVuoCYobEGv20xcmo6680q29zvNKNsbAT1d9caQBJXBiGAkRgGevCDGAC5k70xwgxCFAIyDElwzI0H7MlgnllKQ1rWGfGgmOR0PgSpjORcICbjysrX2ViNaNyY567kzMCu+XwSplCojDSFAGOahoGC+i6Jcu1YqWLfpV+szQmuvD5wbprQdxa4DAgeAjYupDpbLWAIU4Pu+8P347u/8Avi46JkYAn7p3/+38Vu//bUb43lX7sq3dBlHYN6B5x3maYer6QpnZ+eYpgG7ecA8Kz/RmmaMs6rdkhMu9meYhgnrsoBZME0DIgvOrvfIaUWIEYMltonjiBgHxMFCyC1UPNAAihHregWBGJ9aQOAADgxeruE0BjFGzXoJ3TNQQWzgbDfj0YP7+PLxgCeP38fZ+R7DOGAYA+I44IyANamXeIyayS2XguP1AdM8bpwj9JpSDQ3ujVmkYIgBQ2jQw2EIGCPj+fXRwnfVkSLGiFIK3hWxsDqTh4/mqX44/N6N7125UX7fwaOf+Jmfwuuf/A4TCXTiZUMW7z14gDiOVXkngmWGgAo4ANxCUsUK+2MrbPQHWA8i6YUeyXArgNEdeL36r5gRb579ysp4b/HrFtvtwp59Wixkob/I5Z6XAUevWPqmG/yzUUY2j5ZOaOiEsVqFNVQ8e0jHucT9S4ioy7ZZqPpGuFs9xPmCXo4x9STifs0N6owewDGAjwRd0vv6rbbVESF0/eCeQeKgEOp7OYGlP0oMzCLQpu8+zEDdBJ1aKJ3+ZmxnjvMaWNtJeVG0L1WIHUgR/h/9yb8f5/fv4Vf+8n/y6g36Nir/i3/uv4shaF8wkQnVjJKvQMT49FtvYJ4GeGiHevupJ2AMCjDoGDtGExBFUEzgd+84IVJvt6aytTXiTjFGagigA5Q67QBax03gqAHIelnYgkF1MzTABAWgwUCTqF5CIgAWBVDWBZIyQNYekhZCpabxBj5BgDGAKQGsoSYVlCQycIaxXh9QjkeM0wDaeYY/00JLaR5RQzCuE/MW8jqChnSVlCHHBI4Z7B0XY2tfBeWLvg/sWfU5BuSgA3NS0r+HqM9ZjsCy6HtKMRytKMDDATT23jDetzYGMWxJtXtALicdu6CKZ2CGFEbOmjXNMxnVequXWM971ObCxruMNjuMCXHeJV24UgWdND247l8FxIQYBxAKigxgCYgxIOeIdQ3ISb3QwqBhl6F0ADaR8raUVAl+j0+e4Vd/7ct4/Y03cHFxX8mxBRiGiBgjnj65RIy6b2nWJ4byx7CSEOdiirX20135gEKqWFQiaPf6KFmBwVJAKEacqn3qILZz/GQRSMrIZBxmXKtW2cSyiwmUy0hDDbl+V6jAOYU81Kqew77+NgYnq787unpvYjdy+P3uYaTg5q2C2uaMbGFtp/Jf4/oitrVgvB6wM7tI6drpc13rcd6hXq6h3AxMQtLkJseCBchSkMUB3ABJqrTFEIx7SkElyUBKChyFwO19X2j4EwtP0/2NYgSJIJVcwcBoSRaCgVQMgIoAgdXTSLb1oQ1/bT9QKhBNFblq41lsbBgt211fZZP5UEFDAjDEAVxMLgwB/9BP/pR6Jdp4CxP+/C/9m7hdOr4rd+X3uRCAaQKmHcbdHvN+j91uh3EasZsnTNOIaR4wTVE9a8qIYRqMiy5hnmfM44x5mgAkRCaUSFjO9zheXyEGxjSOKKUo31AMIDLwiAM4DAg8IMQBgHo7uqwaLIlF7tZOiAPiMAMA1vUppmnEOI4VMBcRBCKM+0GjFAgQyZACfa9csK6r7pnmXT0MsQLnvlelpN6n8zxCRNRjG4TjmjBOEXFo+/M0RRzHASklDIGx3+0Rx4jj4YC0ZlycnWEdJ7hX6+X6VI2Xnq23l7Xuyu9Z+T0Bj37oD/1XcHb/HoB27jtw85nv/i6c3buAn7UQPTwBQys7u1JT2rFBMjZnEzUA6eTCE6Dntpae2LBceOifc/J9H3LkglYPJAlwg1j6tvLCK6rV5/S/H7JIq+tU+Dqt24W43rpd38OELAe7VAGwO132s38T8wYr6X/Lpm+3xXAOG8dtKnt07dtcX9/zFGz54KKZl2rlm43Ix3KjhPUCr/2nCcq1IXVDVa+ylzTglvlx+onLeAKCEIOkdADpFpFyeInNw6XUO1XZYyMJPn/wAPt7917SsI9umcYRv/gzf7SCzr62CWqVJiZ84bOfroAsmaUjxoB1edqEfBGgppQWA1VCteDXXrcwELIsEj4vxADmNqDdblaV8KacOImp30DBQCNuHicVwDlFRz2ndFV2qD5Hv2MN5+Kgh2/PJeTtIDiBib0XNY2hB4b8EUEJXim4lTvYM+zaUhBihKwJx6sjJghoGhX0GUYNbzhmlHWFrAlxN5tiSubdROaB5Apsx8tUw9EcUOn7owE3UnJTUj2zXCmAmOCBHhxDI/M2vqaSCzIyBvOK2XoEkXlT1YPNHt2fWgBShrK1WDMDq9dCbnsh1ZvFOEjYHICohrTVRHdG0Fv3u7oRncwJQgUUSlYAwcF65Sphy0anoCZDgSUN4wnWzblymmibBDAyYJ0aje+kZCCnhHffeQ9nZ+d4663vAABcXx8gIhjHUYm2h2DObebVJ4BYhruGK0rzvL0rLy3ka3IrLcE/OUkrUcdMoP2ciwKJIFavFMkWAmlATwUKtI6cc8vCRdvnKqk1UGd0gfL+nAJHQMNAfbzNO8jP2ioXbkq3X9ZPHAQ5PTm7eoiNFk5DyZrM0gw8t4lqvjUwbyRIOJjFlsa6njNERhwvRo0myP6+BATzXEqSq60n2LmRk4Hw0WUpqv2uy14NEGJnh5Siilpp/dt7W+l5R4hkKbotFNV5xqRbw7B2t64sVUEUgfcQQM37vPaXAULqyajGmL4vfQ613/pl9U0zWenR/UfbyREYf+If+JNK5WCfvff+u/irf/Wv3Byou3JXfrdLCGrkihEoBcM8Y9rvMc57zLs9xmkCRHC232HejZjG0QAfgEgQwohxipCcsK6rkl0PEUQCQoDkhIEHTNOIkvT7aZ6QUkIcIoZhRBHzAWQGE2tmtcAQUo8iB3YCBwRmLJvmW3ILAsbpDGEICMS2dnU/efPNT+Dy8FwTLZQMFjLQSeXmZj8MEHF5t1eCAKIVle9QBJwbpxr73ggARBgiI+eE0ULi5zkiDiMCATKpcWtZVqzrisNBsDs/BzHjGp0uWYoaApNRCdyV3/XyTQOPPvVdn8dg7nAA2vkKwnd/6Udx8eD+RsnuLUubQqgHWBMcqMpC9TwytuYGLGwrkxuf+HNPm9j9l7bgURO/ZHMQ9kKCgyz9Pacv9mGAjBvFb+7aRicv8aqga63KQSDc7CMPU6v7wK3SVAf+WDajerYT0NC7hkbXvrJ/S2+hB7btIWpZ7k6BnP7vE7T79D03HX9Tp2r9AdSY/439UrZ/1w2vVtcmdHPZ7Npb37k9jXBzvDYy/2n7Ti8mzVoQBFXgPRFpdUygPA4FRa8Ss4qa+6qnHP52KD/+w98D98LROUjY7Wb8kT/0BzWTYqfXMwghRITAllGmNCW6WpOtYpE6YCqUww55wDejzRylXjGDrZMGCPgIebVVS64bXTc2tmZCBSWkI56FCtYO6jDBiEcal09VPKx9Dh711zpA4u0wgaTyYhDQPJa271DrVu2kkiWDYgtpEyj/RggIQ0Q+HjVefdJ7ECOwquKVU0JaFoRx0LXmIJxzB5GHpaI9v64ZaqTXyhapXlXldFFxW4AC5Wg67S/3tlL0oipp1WPBDyEfLybzjgqNtLtt1G1xe32BNLOahfUQZRQfgw3gVUBRtH4DvKio0EhMzenM9806Z7D5N0M934orlA4e2UuwpeEFUXX2YgQUuOepej658q3vVjVGEAQUAoKd0SJAjAPeeust3L9/D/M8I+eCZVmRczbvI0v9a+13T5UiABV7PwPVvk22qN/10nME9oXQlil1e1kR5dGhLMgVuMk6cSiAWCzsUdr2gLa3eRhCvwaJADAhlzY/avibwJIE6KlVz1lbR4KCItm8pTpDjct+VRKz+V49ZqiuS6nXUd2vu8WonPSayq1rO23lSr+6PzQElnWIDTQBAA/RopYswP/drbvah8W3a/XS8Waptx63Z5r85AYn4ma8bHx5quhB1NMrp2zvq9kvC1C9f0IwMJAsp7CDURBItpBVey6F4K8FGPhTREBdeL/3fTWe9MebWOijkYyjzp1uD/XP/K26vj/ZrWs7vvTFL0ECG4DEePe9d3B9uK599rd+7VewLMttd9+Vu/LNKSYz0TSAdyPCNEFKwf7sAmdnZ9jvdtjNe4QYsS4r5t2EcQwYhqGCJYKCcRwQIyGtwBACxmHU8FcWFbM4gIkxDgOWyODAanAh0sxq44BcBEXYspsGzbQWA6iMcP1ZwSP96fWSwAExMggMmtnOe9dRtJ1xCAhXAdfXB6zrWr1OdS9hROPBA/TcIONMcx3IRR7yZxvXoifu4GqQ1GYF1kxz4xhQSkEIhGmM2M+jkmlDRaC8LkDJuP/gPgDSnCcgZcjLaoAsywq5vPy9nh0fy/KhwKMwjpjmuWadAFAtLD/2x34S5w8e2IftECU7wNrJcPOk9jPfJ2QIVKkwzNAB18GqfCCAg0cbobn+5+WHkgpTL0hhf3KduEZXBSi+AYb8bhXqf58+r/4+IYTF7TwAGzXWlNYedIDI5hqYFbDnZfKKhJ2Pieq9Xp8OSW+VdvCotQ/9czaN7JXTfgRle82H7fuN3tuEPW83+UWlwUcVmnQr6AueR+j71q+lds8tb9r7UqlXy+3vIbf8fdOTzQVy6KHQt0vUc8U5DLwbuJg189tAOfsn/+E/AcgAIsskcZKFsVdClaImVytyjxmEoFkoXBESqGCv+rJW4CBTs6ICYtZWcOnqVKWfpPM6M6GZsLW8NMXcDlUGOGgYD7vSbxth5cUxoKmSM7tiEAJurBf4/tutwaokWMMK2v39xlsMOCrS7nGgCAyUFZAAd6OuXEXMSqRt6545YJwm0GBhZtVrqEAsVGldj5jSqumlQ1AekBjhHa0KLbU2Q+8HRRW8khgFVFTiypJV4NsoRdCMgyIdF1HXV07Q3ZFse2gVQRMXEHKbNL5uA1uaWWz5mgBDRaDgrQ8D6VyT5MNp/Q3o80naINWF72u534tMgTvZl1zJ1wyP6lW3YFEuFcldNisFkIQIpSSEGlKpe0YS3VPgbuqAhT8FEBfU8CXb8ZgYcRjwoz/2pZpJSaSAA9cEECEEEzq3hhf/twKGWZ97l3HtpWUYBtx/+EgBwZLr3nITeKMq3BfR8CgNhdd53Dj/FJCIbIq9ebSAfG9EC3vrhS17BpPPFfNUq6SCGjalfwqyFAiVek5m4+dRr6OysSlVWZC2T6v7dAV3tTCZUkOkYH+zBsBBpgaE6jNZpGVh9dqJQSwoovsIiMxbtPHUOVcRmfcRREE33R3Jntef/1S5jrwPe996DtoXjEH3QXvHXj6u27PL2CaiMAHF+ZJgGZeGCHBs54idQa7UuXxX+4pbWwhKdO/AFfy6+jb+786LXLTv9XiV+tMAQakvUc9VOnk3au/mk6D3gH/99U/gZ3/2F+AZ7P4v/+d/E0+ePG69KIL33nsHd+Wu/M4KNT0kDsAwIuxGTGcT5mmCADg7P8fZ/gzzPGOaZsQ4IM8Z825GJAVKQlT+NWbCMAblGpIV4zQZqTWBWbCWhGmKKFk9fWsmNWZgHDENA8I4QJ04VebiEBHigBACcmGTtch4j8z4KEPdTwMzhhhA0LAvtUM1bUVAWFfB6w9fw+X4HJeXz7Ecj8iLCirjMFT5JSfNjsZBKmWHGyYEupdIEfCSESY1QpVi8hOsjpwROGKMAfM4IJeMMQbs5hHDEHF1dY0YWCk3STAMEY8ePNBslaLh7QWCXDJSSkhrwvFwQJNZ7zyXf7fKhwKPHnzhC/jBH/0iXn/9tYoq7uYdlnXBEIcNuLDZ/LkDHgRNuOkORk392oiUPetrdSg+lYXQDkIvG0H0Be/gi6SGmHQgwqZ+6Q7M7rMiNw9S1IP5m6+JbzyBegVhI3Rz4/Sgpjh0FwMAmAKymEAPBSEqL0sdk2/sPVzw9HZ6FVWwqwBSE6j6Z954P3Qq8ImQSi+4/lUaycGyDfRAWWvsyQ2tfiafiTf7xtvC5PH+23evAtats9KsgLc394XFN+rm8XQbXMj+hurJVaxPq/AsmzXzUS6+FhunSxOC1cNIe1/pJQJy7vqL0JFZU11DIAOGQKCa+UnqPW3rELOYUwWUIN4erszF5P/r9sKqPDgAQAAkgEQQIowg2saJPZbBFGoPn9LF3GGUrY3datkWVwoja32kBKdKWC3QVIMOHnkRA1aszuy8PKRtCbFxEJlnqIbIEWgk7fsuTKVpCg2gyykhpYJQioaDSAEOR1VIB9f2FuUQ4glK+N3UGVvQtheScj5LQPUmqmu9bLtGHEAL8Mx2SLq3MhHE+rqkBDJQjJx/wBeqk1wrimL94ICWArbgpP1MpKTpC1lCNX8HAjiASoKsCYSjcUepFi0lo2SAYwZZJpMqIPl5WBVEFdZKKeo+zwEFR5uv7axgA/01uxltlXRhS/crCBS0/lDU1d3IytecAPPgCzEgMuHqcMRv//bX8YlPvK7W17pPARwZ63HRDFO8DX0jap6AhW8q9HdlWz752e/Ez/ziP4aSU92HULpspVK6NOqMZGNfJENIw5I46hizpjHU5UxU8VaQgUEuixDbUhLbgvqzmRGZjBLNpK0apuD8fOZrI1zBkZwFhWBcTbJZUp61Kxgw3rxAb/ZHkz+a55F7ydwgzO62SQFVQNXvZ/u7ynpkwFfO9ZynoJ50LlcqyAaEosBqrt6LsD7UfoshgAbjWkIDRvRsVqAuF0FJutcEJlCIaLJTATEjhgDEASnnRvRN3uxetrX1J6dhgTquIcQqGwBSDR4htPPU6yvUMqkF+05YFTmXK2+MS/2I6gcsgqhCGajjfBM7T6hP2V23eJOWhGxvJfzif+ufgu+gRMByPOB//7/9X20e5x6Xd+WuvFqxEP9pVKPQ2R7DOGLeDdjtR+zGCUKEi3sXmOcd5nHCOI6IIaAUwjC654/LlhY+GgkJjBIUFAoxYhwCYlA5YDcz3nv7XTx58hiPHtzDW2+9AZGCYZ4wTTtwGFEKq2cwMygOAIAhDCaXiYWptnU7DE0/C9QMqwNFS9SxFYNEIoos2O93mMYRy7rieDzi6ulz3Lt3D9M8gTlgFQXBBBpa5nW4QZrZ1ihQHU6mEpGz8R2CIDEgp4yry0tM04iz8zPsdjtIEXzta1/D5bPnOB6PCIHx6NFrOL94DQLBe+++j3tn58ii69rD8XPO+Pq6QhZPgJKUy7Pc3JPuyu+svDp49OZbePedd/GbX/5NEDFef+M1EBHWdcV+N2NN2YgHm6WQbDenzQfAy9ViuxQqsDpwtPmuV9pEIaeqPL5Kzb0lo1couvIiAKVaRms7aPPdNxtAqr4PHtrQ9eFG8b8FXKt15IRUkirP43jLFSeeSqdAWv14y+f0MtDM25aTItaVlLJDqGsoWCcJbsbF507XnlO+o9MSSIXAYkKGB7owBRWie+X65Hk+h0oHSoaT592AaE5AMLfO9987Eu9P1ZH8nc8TIkJW8avWR6CauamIoHhPtA5sw9e9/0e5eBZ5lTnJBF7DDXyOiYKrmQwQqB4TVgwv4eLcFv6xKlqabloJKjR0zb3stH7NXOEzi6GOwYy+szdz1wVkIpQ1gVIypb0L03IvoE4RFCFQgoEfnhLeUSjSDBTThJNB7jpLFZAWxhYAyWa2NnCoZlt7hTlKpFnGghFOhwjtecukljyUy0K7II3kkAQYIyieI84jhuOMcH1UbqFo/b0elYiagG38zS1FDOxaV2uXZXoD6fv594B5GFmbHFiq+3nU9hNMOCOIJLOqQRV0IgQputb8FHUwpwewfC6x9/0IyArkIzAOqvwtqV1v1jLy8MJ6PjWPB4EoTuXPOe0GUzCdM6jfayIFVfQMsHIegpJzc1+vRyKDycLaBCgwS18RCBcDGDLWnBrpvIGRf/kv/X/wt3/9y/iDP/6j+AOf/07EYcDhcMDxuMMQBoQdm1eDrtHjUck+p2nEMEXEccCaEuLT3/ecHt/Sxfc8l4FyWtRI0ZFmF4OBSs51/ADuSKVNwTGvyyJGqg1BFgdSHGRs56Vz3jR5qoEsfg0cDDHvplISPN2zzj2pHmpscw5k1mQR86gqZrGmGnnqhP0b7xQ/50QAFJRie3V3xtf08YGNU/PmGUiGwIg9P2flFQIEkVlDxcwrqDfAOBDkWc20GYJMuRqp+sSLgUOVYYtxfRURhGHQ1N1aaW17KQUxaqbClASAEm6P4wDKjLRo5lpiAgeqBpFUioU/++lkW5QDR6z7sgOCLq8AwMC+/tRjrciK7MCToB6+BDbQiJTjrjSAqd+iXD4RiI1Nk1tuyEQ2Toihq6c/ywwUbaovIIJxmvA/+xf+JTsSdV388l/7q/j3/p1/C3flrnxgoaB8jOOEOE8oAty7OMM0TZh3EfNuwGgEzvvdDuOopNNjjAqSEGMeRyW8Z98XVMAMg+4ZJQ9gZsTo+7DWtR4vcX6xx/yeZlULltBkiAOmYUQSPWMDqedRCAFEA+LIiAkd0G3yYGm8a3EIxs+mJUDQDK1bY2rKmlGYJ8ZcMq6uI9Z1xfPnVxAB5t2E3W7GDjOWVeW5w3EBEWEaJgQ64ohr9S4NoSa+GGIEs4XZ2h7LBLz15ptY1gXHwxHvPHsbR+NIvL58jnsPLvAdn/wkdvsLXB90b1rTqgYHA/JLKVhLxvuPn+DexQXWdcWyqKc1RCBpBZ4++72dR9/m5dUls8dP8Mb3fgGf/PSn8ODBA3WTyxlxMH4L5CbXd6CKWmtQBepXSKT+wtL0IWq/y8sVcQYjSyMq3SysTul/5TZ03kpb8KgJUsCLwadvpJCjpq5I+DM2F6GGYKhbeqnCm1hjXdntGt9u7tHnrspTRa3W0VmuTt3GqatDxYmuHWh9swHuTgW4W4C4avnqLEh9G4moCsru5cH2dU8v7Sg0EdWok01v9OPaK/xde146vrdcH8BI38Dcj83+21VHEBpVSSwv8lsyPgXPStULcP2a/DYo7jLLli2NmSuA5hZkwUtetwCgYv0l1UuiG20AGSLc5rhx8rhyk4ugmDsuW8iRlIQ4DqA4AcFADMtypWCBLloeqANUukaJPlcf2DXFhHSA2t910TloAcDDfjysDc7nA9Rsa5WBmbeLAAYkcajKWN3XyepywMmRO4ESFnrYV8nAZG3LBGQ7blIBDu49ZDwCJBilIByXm8AXAU1rtL5xoAuooXWSzcKUM6gUIOyM18gAIh89pgZ2kYfQFThgpObCWUEeABQYzBNwPGgTQmx7XskgyUBW1/La/z3I5Vb1Tew11Com1n8eNsjFQDID9RBsgvrcKPU9xHx1ayHUEFUdAqmZo9TNW8CBMfCAfjG41S7SYMCUVA+NYRhAccC6LEi52E9Sgl+GhWsGxKBhMuMYQCHi7OwcJSUFmFLGME546xNv4PGTp7i6PuCTn/wkUlpxOB6xLquRZosSBgcN4yUi9XC6Ky8tZMAOMUBhADijZEKhhLIq+MFGPs+2dAV6/oWgnoI1Q5aHJuZ8Y78ktJAwZsuMZ4oJWZgE0B035TR8vtR9wsEUB288FBhQeY4gqtwASi7PhAQ0zyE5MZ55T1DvQW0yqb2T7+hV7qDteuyNinpdTyzvdWv2ssi8BW47uayeRbloFrK+iUrsZUC6tcrFIKsuL0nPFW8fAAGhlIx1WbGmhBACoiV0WLOOA8VoZ5/yiHBgO0KyEYSjC7uzowEwr2T1sPWwRn+PlFKV7YgEFMmta+bFDeVZysVCeqEcTPATSvutoAFH7BxuIiCUeqWfXw7yAQAHMvnXZUj1fNXIBK7tFD8DqiLs8p625Pu/+CV84Xt/ALB3ohjwf/3zfw5/96u/gbtyVzDvgDUD84wwTRinCfM0Yt7NYGbsdnvs9hEx6roahhEAYTdrZrUhDIghakROzogxgiOZF6aDR+agDQIG3duGoN6DRILIAslq8NqfzQAKluMR5xfnGKNmZRw5ABRBiLaAo3GxwYi53UuwiXYrdM9jZjtPbc8LKre5yl7VHgZCnipgDQGGoGTdy7Lg+uoaKSWcixodjscFIsDFxQU4EK6vj0CIiHSOtCzYz5b9MRcQFzXkuqHB9tDXXnuAr3/9bTx98hhPHj/BOI745Gc+hXm/w/3793B+fg4yuUUgeHD/fk2wkHPWsLWse0BaE9Y14bguWFPCcjji6skCzLMaFu8Itb8p5dXBo3XFm299Aq+9/gi7/axrwVxaU0rbg1cAJ02ux6udJq+qr75IIe71CgZVa7YKvbm2o4ad3GLNqH+WZpWlqhT5ZS9oaT3U7a6eHJrkNpnkd1xcyHJvGojrVP7cnudg6wlT3w0AOgHNvvD/dP/W63pS7ReV2wKlTsPQ3C29DwF0wdGFEhEBlbL12pHOy8naI913ALb/3gA2aseqIUKkKWpVBOk8gFzKPUGOPig73mn/2qdbD7GuOJBxm5cAYB4yWxIawAXnrrbeg8ir24RtoolNKuiT0mV367HWZwLrZ77nuwEi/JW/8Bdf+s7fyoVAJsgaaOR7jQFHYFNF2ITeqgwQxMI4iwhyIXA2BcDq9t7NJWtfE4GpKbcczEOIxaKLuGZzo4rSoYWYefhbEYC7sC9YiJZIN4fcs1JHVIVqAlgUg2J7UTqZxFKAEixGz348JKkHgWDP7j16nPNH0EChXLr2U3ePaR8hGshUFBBKxhESDbSxdOH1/hCAcTCQRn9IMnhNqHxBZEYJ8uc08EiyviM5L1EWDdUpqsAABZISOCXwbkbdMAE0AN7GhAxIygVwjy7fhvz7GDVELGmKWqFQCanrQiyi4+Fk1j6E3Z5aD0B/J8AARH+mgWJB54fkYpdx3TsR3MLfvCz6cwAESx3ecSER6fwV9WiKFK1h5pnk+2lQPpbsmiwROEaEGJATQ5I+U1MAw7JpZnCYTRAkrEddd5//3CfxXZ/7JKbdHhwCrg8HHK4PePDwId548xP4O1/9u9if7dV1PwSEEJFSVh6F5OEvwJtvvI7/3i/+Iv61X/ol3JXbSz0DxHipzEhHCECQusdpKGABW7YetnXFZITqHfjhB7U6wOneKlCZiZkVgPAz1i7upCc7XxSQAOmUbkX3rD6UiQxAFXFwVE7uIBVWLQzE99dTNUD3ZZctzNNHjH9DTNYgVNmjrit/TpWrgGLZ2aq8IajABwTKGVQK8posQlWqIlc8jEycU8hfqYWd+Z4OsbBy25Y8G2I77Ns2knJCKQkEDfNjbkZBIk/4oCSyORfbKxSQdnlHcXc9Gws0fLH1n9S60BsGRSBMCF4BrE0FXRZM2Sij/egFQn3vnA3c8nOoOyd7T6Vi+yqj1GySvudpn90yVerfxTK4mQGJA+b9GUopmHcMBMZP/dw/gsPhGkyE66sr/Nv/x38dd+VjVgJUFjmbgAWYdnuMs3Ia7aYJ824GCTSEax8wDAFDHDCMo+5Jw4AY1INYvYB0bxwiI0RP+gE9SxmIgVCCasbJQeAY1Z4VCiADJCvfEVnkzWgJJqJ7IzPbvkqWHEfsetu70ZhPc86aiU3EuJUAiEYl+L6iYfO2dolAYURactWnPbxuOmjI+7quwCIoacK42+F8t8OaEsq6oCQgknoEkQC7ecSEAs6s92FQgwUANbAqWM2snIgigmma8Nobr+GNN17HwwfJ+BIVoFaPL90nsnls5uwha8m4MxVgn5YVa1pxjEMFmdblqCBhypaZLf3ez7lvk/Lq4NH5OR49eg273U6FECmIg6Kea1oxjMMWTHDpT0/o9tmHKVXOd5Cm1VUPfrdk9WCN60VVuEYVhlypdAG8PqeCSB/QpM7y5Xf4wutBi28oLOmFpMm5OyOlKf9AE4TqD3Cjo02JoK79VUXeKJ5NcW4A2WljOrDCz/wTUKR/xiZc7cZ7bettmT+2Cvzps2+TFaj77raWkz/DBOvN+52COrcBSHWCuVDX5o7e4iLTduSrIMoCStu+85Z6QFRfYf8e7FkLunlaOkZ5v3ZLia3PZg4GOhnfw4mwtbs4x6O33rylxz46hUPLltZmWVunIFTOqtZnYtgItwxUKdmcjQClKqTqOnNPCDSiU1fWYYSB9Trfs3zT8fA1X2/wmCMFLeCAg3nBaKopCFyJaAAShLdjWOdRJ7L7d3WDoAb+VIHblIpi4IcL8Uy6DwlrG8XvpVYXuE3YPtd2/enWsadQzQU1dM0BJLfe27wkAmSeLISvf5dufyKAhqGlZF0PQBgBSzkvBRBzZSYRYJ62zXMgS8Q8grp3bitOLyZpoXjsYBiBKhC3nWp9GzcbNPd1+zzw9+uVZWn3ddXpb99DCezha7fsWzokJrSKchzocDdvAlcwYUIYFf1MaUQsrKmol5KSW7truO991mwQiKKJqjZHBJBS8PDBG/jEWw/x5PET/PqvfwVXVwd84bu/C7v9Ds8uL81zIprBoM0tKUX5W0Sg7v8TPv/pT+Ou3Cyf/fx34ft++EdQ+fT8bOsInQHb4+DKwnYt2QV1ztg3qCFZ3AxAvlZcQfI1q3OKKj+VC/eA74WnS8T3Sl1iueS6Zty4s5naPk9r+wXusHKyhdRnadppOy0ZSuFWp5lzbtwmK7RPlKKAKqij7+v7qNQ9Q0F9az93sg8pV1ERJyRva9s5xxo4g/qbLdFCdl4loI4BAZZaW7qfUutWgDjUMRCTVYpnsUPXL0UJzdmUy2ZM014MoJr5uNh50Xs6K1YktX3ep5ucBt6jDkR5H4i0ARH3kt4eXXX4K4jWnQn1Qqlj1Y+f2Pbt0hFBxyjnUqMH3vyOT+npzIScVvzxn/lvAETm2yn4yt/6m/jy3/yVGzPkrnybFCY906cB436GxIxxF7GbB8zTiN2soVkBAbvdDnESDNEypI0jIKKZezlYBt+gwG0hA3u42onIgBu1gQlWAPM8IcZghNAGcg4DJJCFvSp4M8SoxNisGQcrf6ydm2LGPBGBkJHVW4ILPQt0v2BuMqnvJX4MuHwrULGKWAErDVdWmffi4hyRGVeHa6TjiuvnzxGYcXZxDkCQ1rV6RLpDQwzA8fkRBYKz/awGoqLclldXCkY9efIE67pgXY/Yn+2w3884O99hmiOGGJGyJoJAjKAwVcApmKxSQjHy7KghxsOANSeMY0JKCcMwIImGHi/LgLwmyFqQrw8o11fota+78urllcGji+94C+f3LtRd2Q61GI0/Y+0tMnJ7Bf0p/YJL2qUeNmKiTs1Cc1Ngr1ay/sNOqW6H4faaUwFFgJYe/qVt0xulFLO8woQhF5bsQLwhMW2buFWO+tpvPr+2mFof6+GvElE7R0+Bi9PGb4MGPUb9Rv/dAp7cdqj3rb3xfX+on1r3anO286WmD+42slpnpyy9cPq4wFr/2wSok0fZ8Jx80JdeGKl63U0Fz5/Y3KSBU08QJYNvG1S1uPl/iaqgc2P8qFmTHTASExKr/GpX3yakByJI6IhHuytehdLmo1AUBJJuSTVhnLv5xEbMXKTLICOurBQgCwozBo4Q8kxRzZuQmNXTiJqiRA5odItB55s0KZo6BblqIa6IN4utVYg6yLBMZzVFfeeJ43VR93Dn1ymwMDkr/R5Zsx+Zl0v19CGYG1GnibmSxu0HhEqGTYIW9uVtp/YuUhQ0qlkvNtpEe8+UYFI8ME51HW9C1RyEIWoE0scjkBbzBR+VxyQXSNY12jIY9u9s3lEQmOl+W7/0JK2sABMb5xKH1k/1cOke0SlDdXO07FM6LrcdgtLArF4LBloKcP8x7ysq1EBGr6p7vo8kpHG/5dLBBgZCCYzzAAVs7u+FynYfIeWkEcIWIBeyIynU57vQCgQM4xlSSvjNr/wm/s5vfhX783M8eHAfy7rg8fuPcXZxjmmaqkIpomFvOTDg4BFMEP6AM/njWj712c/hu7//B1CZiEQgcI+XFrJ8evb5idXLa5pOmhp9Gto8AVDHuALmnZHH555f76FlDUj3KnRM2/nsHuPF8AoDRQ2gILR2F+MXk9LOQCIlaK9eNYAqV9beKkFWuch4m6o80jbtXmyrL0wwWVQ/OTWCCRO4+Hvoc/RdDORlDxGRuv3pWSNGzu0yamf0I6rGIpGWQ9VL4FATc1S2H5ObvB8rOExdv5hnZiXLJqo5BZiphoAQUAFd9fDielZkk3u3tANtv/EQPQemHRzUrpFu39E3b/xPhCwZDSRiC8PsZCqXsjZzzb+sQnWb323SVREOUtQjLITaLpexpnmHv++P/RRAhEQ6h+8/eh0hxDr+BOA3fv1vYl0W3JWPeCEy4GgET5OFZzOmOWKeB+zmEbP9BIqY5hFxKIiR7UdlBTY+HwWQdG1mgnnTcgWMnDAbukNDRDSJRWAEFkQmjaYixvNnRwQmDMOM3W7GMEYQDWbs8qQGBPXOVjlJoMuU9Pg1GRV1/aodjGvyApG84XxzT04RDR0PHJWziYrlxRDs5hkMIMaAA11hWY44Hg7Y7XYYA4NNdmIpGGzvE1kAEuVco4IYA/JxweH6GpeXlxjHUcPXr68xjCOmeQIgGKcBIZCFugExTGCeARohIpYgQPuxmJxTLEFBzgVDSkhjQi4FwzggiwJWyzJiWVbktWAhxiEXIK9KfSB3INKHKa8MHn3nH/gc5t2uKrAclWBRIEqS2Quwt5QbYjOdfGhf9AeM3ij115YyQux819ARPaPtYCxiehttm0XtmOn0/1ub/TIi4WJ8ANwDSN3BVhWAW5RzEd6CG7c+Yfsp9ZbrEwBl+w5+oJ4GM93s6pc9tvI2bRt+6+U11OwW7h3d0FTIOQXlXICpikpXv1vNaPvK+pgPegeqYgbc20a60989Qkhu0eVu6aTK19T1+2ZouwlWJLdwpSpcdxY9v7RXsIGaLW9znVsXPFMNEZSCWUmwqWQUUSHPx93r3czdqjnc4vnV9cdHupQECkGFbvh8sZAvAUhCfU8m9U4JZhXKWa0WBLXoDsRm4VGQ3Gz5+pyq6IqRGns4US+p+qUCkIYLkGfh8k2v6uC9YuaSdrvMLbsgVGWDjAy8ebM4X1E3p0q3uXmHOEDVZcDQ3wUYo7XFQ+qsbUVQia9B9oWDSNaGYF5IFfDRUBkNA0vdu1HH8cOAdK7Dmj5MyamPCxDH1g9K4NGeRfZFFKBEvcC9mUgaB7iguotXsmyICQkWLuihZs73MlrmNG+Xu4k7iEXUuQl2feqlX/f+PG8vgJp9rT+IbC7Bzq1NVpA6Z9qccNIaQkFJPs7d2vbvSfcupqLeWETG/df29tYErunXJWjYX7F3XLOG6g2DdipBPUUU0Nb2U2hhoEQ2lYjxm1/5Tfw//uJ/gO/4zKfx/V/8ITx58hQprZgmzdbiSqu3g4Mqq9XTktTLhelOqLu9UP0foHtFBSU8lAiNvwqAARJt2jYvYd+bNjWiGvLci9y2AADGDQe4Ma0IKvmry3FUD/gmn+my1LFfV8vW45Q8zsmDth1CBFSsDbYfO3hEBqrW0P3iGUh1P2emuh1uAK+u5xooStu2orXdOrhb7nY3U+tz8eUndW14OzUqT+o2KX4miL+zzvfoJOai/dui4A1gZUYNmbaQQ0DPB8nab8KsQDqhyoJSBNn61kdboAqkJNFBFQueL6rkke2bpWga8Vw0xIPtDBMqHRBn/djJdfVzafI4Ot49n07enzknm0MNALPtDWQGE2Kq3m/N6/U05N//vilz5pwRSgYj1vnT0230cuf3/8gfxPf98I8Zr6Fe93/6V/53ePLeO/BzXETw7PH7uCsfhWKbEelZT9MI2s2YdhOYCfO4w26esdvtsJt3mOcZ0zgCYhkUByBEAYcCjgUsQ+XZHDhUzyPOQBwiBtsLewCJCOCinpqB/Ny1axBQpOCdd34bzIyHjx7gtdcfaXgxDSgm6xEiiIOtAYA5IBeGZzV32yJEvfJhRNphUK+gkrOF90u9tnolicp57i2l54V5cRvgtZtG5N2MZ88ucTge8fTJY7z+4D525xOun18jrSvAEQWClA949Ogeci74u7/1W9jNZ7h89hzvvfc+RAT7/YzPfu4zWJYF67Li+vqAZTliHAdLDnBUfIHOIDTX82YcpxreW3Uyy7ymoWy5hcEZP1VOCcfjgpRWLEvG8xCQCMjLCjkuwHKEe/3flQ8urwwefeozn9KFBChgZJkiACBwRMlihtnbFdEKEAggFfCxw7VeI8jQuGrN7CHdzS423KxfrUlSQzD80BdqhI1uaa2FusOtu+oFkWOb4n4Ayn1oXD3de+c1QU6i/LV6qgdsTfXa8/wA4MpJ0t/W3Io33kXkrW48AD7v+7AG6q7VP1/8ki/kevJ70eQpF7woBE9ttWnjxkK1eZ+twlXHX9zO5vfd/vxbW98LAmYVr4CiO0a4YFff4aQmueWj7ZQBBwUVqg8P2bw1XgkHLvthZZgPiSWhcu+qXtF0D5di6XZrKIAwVsuEJPYsR9s1xXnLrnaKgEo3z7bzxrvM5g+/wqT/Fi9hA3iaZ2AWkFkO61oIAYOlJS6W0SacAGtqUC0QyfYjKEW9LIsAJAlABFXPIkBHOELjIzqlHzAiUQK4dJ+fTG4CFAgRAJounrN7LHlYR1PwNvdV5QftO98Ec9JDcR7Nq8eAihiByTOv2YFZASazmOesbUpHawOhEW3bmg8MRLYJbu+URYGi01LJu6EAzWrpVEGozPYxNi+lfo3Qyb/dK8e9hzRw3+a0eoiFELRtHVcAAOCoWagoF90PHJyq/cn6jrD3C9Y2V+yY9B19svgYbICqk52qzolu3Evr92L8JJuZWMcya59w0PFgDbHU+Rvr/uFKOQKrwEtK3imUQaHgeHmFcZoQ4wiAUXJBTh4myQY2dCAQ/BXFXlvD2BQg9wxI+pyWodC8TUjwqc98Cj/3Cz+L/dk59mdneP+9x3j27BnefPNNDNOEt995B1IKpt1c7w0cIFHXi5CnLL8Dj24rBOi4wZeD7RXiCvE2SUY7j/WcUdw16DIq3ZnjZymoES0LoGFLAIl74FGd9jCQKVkGvWbvsrnkZ1zHGalnknsb+TWdZ4u/6OJ7xHbvIyjw4kvWixtb3LAV2Pc0tnrTLcARNsab2r6N8GBdWdQTp9hz9B28t3VPqme0nztVhjU5Ilpox5odDkMFtMUf1OQpL2zDoaEsKhfmlJFy2QBJhHbuQyyJSsm1zc4PqBQUAiAj2PsTAUgFOWpiAMkFuWRkmNcXEYYhqlEwl+ZpBrJnVzGryuNq2DJgSTRL46k0X83G0mQXDkHrs4nmPEaA9ZUnG/BOPs2+5oK+A1aloGSpcwQ2B5i4GkCFuXmCnwih//if/p804I4DjocD/uw//2c21wjauN+Vb5VCwDCrfHY2Y9zPiIMSXE/zhHEI2M8jdrs95nnGPM2YhglFCuZ5Vl6iMas4wEHJqTlhHDT7WeSsRg4JkDRgCBExsmm0AjKAiOq+qYYSPUtdRAkYSImvS/Yz150SCoKwih2sACcHVs9LmsCwbJRKQqYh5lmq/DrPE0LlPmIMQ0TJReVMcqdm3cH2Z3tbf5pwoIhyGAHqURQGxjRGHA4HXF1e4vD8GdLhOR7dv4/d2QwaA9YkSJIxzgOOy3O8//4lnj17hq//9jtgDjg73+H+g/vYn+2R14SL8zOkpEaplBKunx9xcV5wfnamZNsyQNBk+VKGyjkHgTnJF0zjhJRSfUcRIA7Kr5lTwrImpHVBWjKGEAEirOuC42HBehyBZdEMv3dcSB9YXhk8en55jQcPHmAcYlU2S1I3WWJ1L0up8Sqo2y7h1FrTgzYKHLQDm+gGxAMxd6MqmronEsGEJJ/0TYivKVvhApU/XetyvUqFbVPAyUgGHVZ4EcBi58JoE88BsP4Q1XZnuKjg1lRtg2W+kGLy0AcPgVSXq1PfHu8z7xCq1qLbysbK0j60ul8MOG0O0A7s8e8+yHNFvMNva5PV2Qu59T4ApzU3V/rWF6cWJOe6ggkFwr33URd7T6cAn/bxFtxCJfttGz+Be8T7pM2ACbXUhGDpLtDh3MJXxYSlmj0gF7XEu0cN+/wley+BgFVx83fvhfJOYahCcLdG+sIfMH7f6iXljMlI+hhqCQrDAIluhda+KKVA1hVDHHRucUCQZOCigKiglNUZRS1lcSuqN1gojZngyWPMbxRViBTQLRpqhFAzXFhtDXAIFhrV40tsYWsrULPStI2wAiZK1NwBIO4Jui4KUBABB6ByDgUCSlKAJ4z2Kk5unbceMCUpUMImmDtLacgNYKnPtBC2suizYc/syK4r8KIarLazgu9Uw546n2p7RxsBDwNzF6NcgJGBxeY3AzQEzWhi+7Np2dbfdo2EVlffdx7y59qooyhFzMuqU0h8g/J7/Vm+X/drTTqXjc00UU8fDnaOmLccHGw0IRAF+q5DBGIAjQMCgLQmSCagRMPxRMGuqJn0qACUCkqyM9uUWnLFiAAOQUnImYwbhlCTsvSKKxPIzis/80tpgIN3gZd3vv4OXn/0EH/7y1/F9XHBj/34j2J4O+LJ0ye4uH/fuMYEedWzUHl3NFMVmYeFZ4C6K7cV7/cW5kU8QrCgmLIfeZtcRkRQslQyYlUmyOSQzpjXnQntPFEuD1ALrbIr2rjb2VaXgE9/r8cAeA1R04YpAONncq2ie02HFZqso8edJoQgEZVFYR6llsnMDXObNkCANeoaMCXMMXH49/Cla3tS/dvezUGhIhDzxqlKjcujLoP4vWQyZrf9O3dHKR3YJXpONUCmk/usnwJz/RwO+EDP8Roak1vG3VwKsmVN81EVEfPgIeUBsi9qmKgAWI5VNmAirCVgKSuK39OF5bncVD0be+CsDoLtQfBxVw/fCs45aTrU24mDEv6Smd9CjNYe4yXyM6ROEwJIND24j4E9NZeMNSWMs4IGetRYVjzzYhIL2+uarkeimHZ6i0F4mmf88/+bf9mSfCo49zf+f38Ff+Hf+jduXHtXfp8KMTDOwJkmeor7EfN+xm43KWC03wEA9rs9zix72jiOGOIAwLKhDTDR2yGWrJx9YdAQNQsnBYASFwglDY8EbDIxmBQwBpfqFakedsVyjwTEyBjigFUWNJ5f1AQdrgO4Fz3bWiVbG1IU9GFKkABQ1ntyThCQEXRrBtchNO8lIqo2v0GSUdIoCXfJGSUl9T7KBbIkXC0HXJzN2E+v4+njJ3jv/Xfx9w7XeOPhA+wvzsFgIK94dvUUX/nKV7GsCz73uc9iGCLGYVLgaLdDyhnMA0rKGMcB5+dKav/kyRMcjwfcf3AP5XAEUQDRAHSAunoeuYyiXqcHAWIY6/e5FDAllKlgYdfdCIyMeZdxlhOOS4CHAMo0Iz97CrHMbXflxeWVwaPXXn9kFipND+zWSaAJmO6mTLQVkit2UPVbl7ztLhPue0Yet8T4Ji4gEHl2D+iBQu3qLezU2rb1AUA9aOt1aITOOLm2+SO1/xBhc/32Jbt/9tlICkGgVlt3q4YJXyVnTaP7AcXjOztUrB7WZCfeFrzqNh6ggSu3AQWyBRzq67yi0P5y4d4lpZPrO6sPdVe+vNjo+1i8qD2dN7MHCbqCV6R04Wrl1ndsIRM3n3DaT61lN0GkrQDc1S3eRqmc8i4wtpXUKomBaz+5UxWEkKUPF+mkUlO4mPoVxajcORVYsl74qCtnJj+6m2qQAI4K2urSUmHXM8Lo8Pr8M0XYdReBWmyCVO4QgMBsFlWfW84pYjHoFcBTrQBi/EpSCshTwnt2MQdEHMTMDiLZ9xIBCQrQrLBd2ueq3UsOhqDVB7QQLgc7Tr8HDBwTnUzFPaUM7PZ5xKRePSGoFeaF+x0pAEKecU3aM4ooqAT7O1kInHgbgMbfZBM7m4dND95Mvj9aFrdqKiMgktZbNShu7SLSe8SAfg+ZcB6PHvQp3bvUd7S9I1tfBzZAh1Gzo9ltSKndH5thAa54EAFkzywRkBkIV9qmEIGULSV116/EgOQ2b0A6TDkrL9AKcGEIPNyrGz8H+rqx31raCUBAKJpGlwKbculeCZ7/sZHkUg2T8T0ng5x2qTZd6mv/8l//L/Crv/Kr+APf9Xn88Jd+BNdXB1xePscwRMQYjU8kwb1NGGr8iFDC31zEpslHfH/6XSg//Qv/KL7zu77bzh3fcwjIC1JekVNCyRlHszQHVgJmKbkaE4q5WeccdH8zcmRhoKFINm+6I3xrhBLjfLc5Yp6A5Ge1qKd2qUp+H6hkSktKnazloUoN6IgxIOdur/Mni9SU7oImlxGzhSWbMmXfC0S9gggbxUwrsP0aJxnSTqWMCmS1M9TbUYq0sHVpHRYczCLlN3FvnpQ0A6IbFmtmzRPBoZeR2HpKanifhbGThwyi1l+KZdkDAG7E977ORQoy1GOpei+j71/Utnh4Wig6PjEQAli5inrOO+pu7l6jyeNUt1q/TgHtYjq27utC0NCawEAuKGCQgTu1N8zzV0xYUsdJUTC8gwGl6N4ZY2zhuTYfpBQUpsrxmQgoJW2S5rrc1c97sfECzDhs13IRfO8Xfwyf/vz3gIgwRMKf+7P/Eg5XV7grv9fFPIjHETjbYT7boUjCvJtwvp8xzxOmecB+NyHngnH0bGoR0bKbEWl4NcXJ9lE2EaSod9EQMYSgxlwpEBQMCHX/EIGFiwsyFYQQEcOIOAqIVOZyHY6ZEIKAY0AoQXUX10Wch4x0LSrwZAvODMiVs5CoGp0THQERzPMORIKcV+T1gHmaUUrWtPbHFSmtQAzYnT1QPqJnz8CBMc8jIgfVvaWAQrYQvhEoml3y/HzG8aCJSb785b+Nz3z2s2AOeHz5BO88exfn5zuc33sDMQZ86lOanEfJq4+4//Ahnj55CkD3r7OzvXIf5oxSlOMuGMjc9ieBYOh0Man7cMqp6li5FHApFl4tiDRABgHJNTJnPC2q+wxRww9jDDguCyRN6mWZjVpB8i1z6668Mnj06PWHWA5HAN0Z4cKFoCr1N/GJ/hBxwbN922TbU/UbTaHrnnX6D6ffIxGlrzg5sOp869vUHXQaKmfPIXXNrwdmf7m0Omostj2kxnR3r+qKu1vsYAJGLrkJSrcBFC9Q5CtAR50l1i18Xn9D2toLVbAFNUZ0GIbuMqm/a0ts16vCIk5H5iXFBZ0qdGxvrt1Y+/imctO99EndOBnH7fcV9PFruR9Dsf764DfpAZa+TdL1Vb3utmad/kHdL5dExAVa1LFzYZpCi5+uzgoijWrFqyUN69BqqdWNDjiSTQ/AN9r2OeHeo4f4r/3Cz+M//r/9ux/YN9+SxcinSy7IJUEkABCMg1qOiAlBCEW2fRI7RaCOnw2KKxxNUTal2tes6+UEBQU0brNWYW5HWn85gmhGNTu7p4tEG18TEtbclDaxCVy9dsxb0S7X311dhAao1OQFMKDFrkXBJlubK2OeVa0CD6F5QIlYuJQ/WOwwjR63q59xt1F7u2rIiyhIlS1Uzb8TUXBqMODJeEBkSaBA+nkwq5BL5918rr+LhdcRqVeVakv9gkM9SLxt2K6t2iFycoj0e0yyYWZomwxwqaCelMb/RN29Am1Xv+hrO2AhfidthI1rODksBbXvtEazpjm5beW/6l4BsAQPoZJmKkBkLvIClGRZ1sjOLuO8yt3ra+ZME6ZBSECnwEvVF8XOnx/4we/DOEa88eabuHdxgeV4xP3795HSimdPn2m21qApfJdlRQwF0zyBQ1CX+k4BvCvbsj/bEo7DzzefxzYHnMPFFWUpGqYQWdeViIHqNpWJujmKtkQK+dSkNr3InQe7Gzph3mO1NuFodZmZp62lYCaiDvyAO2YDpHNUJDVqtVo/oc8i6IJlI1s+Ecr0wvaOZO/D1V9GtzLiKqPWTHXonwvrX6nrvxJOyxbscS9pNgu/Op07WGLGjGJeUF6d7YO9N5+HwRUCqJjC6ft+EQujamTUyv+Rddvk3jgptmVqfzrRbyeGtff1+cRUszASEaIppgBAooZRf1tA+am6jaDKk1VHqNf6WWn/4t44aMeXAGReHVTlJjuvUIDQ6DMA7dssauzQCDZLeU7GMRP0DM8ikCwoXGpL1JNNquKh1dqcqvJVe59i8qYUaWATAeM8Y5hnEBNGJvz8P/HPqIeotfPq+TP8hV/687grv8slRGAYQfOEYZ4wzxNAI/a7EfvdhGkeMY0DpnlCyQXzOGIcI4aBMUT1JgIMqAmjrTHzGKKCEC3LmhlViiTksloYt4U+kiDLqqFXpSDlgsPVM4TAGEfNNqqhlNn2vID7Fw/x7On7qI4S5ACTZkT1SBbyHwo1bLnKArafigR77tqJiQHXz68AUq/TaR6w5wmFGItkTNOEeZ7B5s1PRAgcQSUhZ8Hjd97D4XjA3gi0nz19iueXl0jriiEyvv5bX8N0f4/hbMRb55/A+dk5dvsdjtcLpmkCkZ7vWYCcV0zjiAWryiTMmKYJu/0Zri6vUDIwThOKDMbxCkCU8vLU2UGkYBqGbr+0SI7E5oGkDhtxBwvnB0rJWMDYgXCggGMIeFwKnhOp0XRdlYfzLoztRnll8CgOEWlZXcLohFwAEDMUb4GhXqbYAktUBQs9OLqDBO3zWvxxXcVVPnfFr3+WH/DoOIx6JeBUFu2+88UqJ5+rLCQbgsAbxaFm+7sHnJqbnYnDvtB7MMif9AIAiZpEAwd3qAN5/Dm62TSvA+q+a8CH2KOk1VWBF6p1t3fZjM62+JyoDdX/UPddHw4n3e+NslYV8xZa2D/xpf3u93cP2STnaxPm1iLdH4KWicu/q1X1/WCS5E3A9OZjml5N22d1wJGDfS02Gl2Wo9PmayrtKoy7Yoq2FHxstW4GGzeDVlalYEzzDp/+wudv75iPQqk6v8VAW0eEQKASEUh5WhhsFtu2znUv0b5zngOSAi5BM651FnBXtMiEbVWcswIdMMu7C5d6BwQFjIJSxioMmKTcJgUH47/BydrnBjCAYC4BaB4vhErofOpiacTJKPVlTQsxoMXrtD6oG6yDSCDVGMEdSEKtjQ4c9furTykPw/N29Gu8CJCTrbHuPYFuoQnqC/XAGAiVn8nfy4EpRWhQwbOe+6KmISGtNoZuzxFUQnBfYCdnjz6XDNzypll9tS3U3q9qmFbyqmPnYykCIOuY546gkU6e2W8s1RDgG1vbd1QB9gxL3Xi4t5oJp20P66vXPbcUJZgMkaoHyinO7oKpK/kkSnTsU8J52/y2i4sL/OAP/QBSFhyPR4QYISVjGAeUNWMYBizHBcd8BDMh56wCKA02dfTcGGLAn/jDP4H/4C/95Tv+IyvUremKH9kZoLgkQdzFtiEeVXQLBjSXDFU2IPDAMF+C9RloMhp1/9NiAEh3Sir4QQYs+PO7c84/62QCVdC0Xg83KCIYyHh3CNX72g1yzK193il9CHsTXzYbI0ClbR/du3g3ci9E1BaigjIOhJGHl9n7i7+jNG+Cur36UHivVe9P+7SuI32Ggve9AFOaaEg6UtxzHor2O4dgW5KteweZvV5IW6ciFvbC3XjaWBWV6dsIAQQxPkdjabLtpYbUUM/1ZONQzzTqtjI/d61d1kGMekGVh3wu12gGl3G6oamJS+2Cuh17cppufxSBgZWG8xfdxwD1rFSDYz82p+NgR672RgVAdU5qEiG2ZBxs7/H57/vBOm9FgOPhGo/ffRt35XexcACGAZhGhGnEPE3YzSNAgt3cgKNxHDANA0pQ4GGIEUMMiDaOSpbNYB7qHFK9TTOVMkULF+UackkdnQQgKCyb9bUcD9jtZhABMeozkPXcXQ5HHA4rpukM03wG4glMEUQBYZhU/mH9t3N1KaCltft858CWrUwJslEKKJBlgCPLzKjgkXvjEUi9+5ghUnA8HHF19VwBnWHE8XCF4+GA49U11nVBWo5gaEjcxb1zMCmM/OTxMwxjxL0HF5h3M4Y4IueMeT+rXgpC5IgAQk7F2hq1j8xoGuOAcRrNQ3kPkgEkFq1TOt2nKyKs/EZVFlF9IJFGHhTWvTuShtzvRA0qxxgxxYhxHHBcBiQIhIG0rMgckEHASpYA5gUK5MewvDJ4dDya11EHHLUDsbO02PduIWqCqmsnZu2v8nIPxlAHanQyNFDBKaDV7cKIe5NU8aVr3yZDW3/gdHK2v4WnW90IG90p5fy4rzx97EDUA7JsMwGSvi2wBY/oBaFUvWXNQax6nQE0PbjUQplQF5N/567LtUt6IcafcYqGdIDSpnU9+GHX1YcS1f7qRRMHh2QzKE2R8Wsq0LipoJPETtq6bbPc7McXDFwve5voAPhb3DIWVVlCG8MepHPBaFM2a6Z5MLlQoQKZC5xUb5GT9zKxy4RHdc2kE5b3JoRqIzw2WkA1s4t2YxOabwvR+ygV5W3wtNSCnBPS6goTNT4I71tz46r9JG0tMoCACKG17R8GFBUhsFFsS1HrCUEzjNUetBzEzRtTeSfYBWh3IXPNAjANSgX5zcZ0Qqiv7TQrSAVK/KebdF5fvcd+l86k76ARrD3+76Zr6n8smyVK/2P1+L7splcRbbOHbkEs7It0E2exQ7g0Aur+XkDBOfeiqouTXGo3XqbcQt+Kh9zZOxsvi4dqKvDTvVOwP1zrrvWjfdYfEkQKpEm3N3ufS9d230RyafgcxFLBkvUJtANL1nH0sEFygKsbwH6fq2AVWpu8S4i367d0g1WyEd4WVANGUfd6R9cFqFxrIcaq3LnFs/r/kLvLq3AZmCFs3mwoyKXtOyVnXF8f8frr9/GVL38Vb7/9Dj71mU9h3u0QQsQc1OqaViO3jAOWZcWakoWbcp3eMUb83B/9B/Af/yf/KfJdmmx8x6c/i2meN5/5VKwykyk0OaW6vzMRhJvBAdA/o21K2t9c13R/pvtZXHk2HEgp3Vln12gaaGqhuzfOYumWtPLOhOB8SoCsdk3J4DAYl4zvwb7+BAKu7fL3qyAq2hz2s84+2YgTwFak6JqIE6kSGwNFEYRSKqBVqreNvZ2RN/fbQ+tzA3LqhwLNoGbnEWDGuvb9pv9cTimo4SwigrRmjMzmDqY/RUQ51A2dquxS4uNXIJR1XjipdAcuAQCKh/HZbiDFDAuWaY7abPEjBrAwQrd32HcOvPu86WURrgboTt7xce3k29aVdXa1MduMo494kys9KYBmigZ64FOnNW2d1ZqiYseHgMEgYuUureTpBSAFDhm6jkJtXa8fAbvdHj/5038Kd+V3obCGqvE4gucZYZ4w7Wacn5/hfD8jS9JwtTFgGBQoGqJahIaooUvBPHQ5qAwRQgA42N7iIpeFplmImoZcxwqAehgoAxgDLIuprp+rIWpYeE6QwMp/FJVg+/LJMzx+/wnefPMTmKZzEE1gDAAFhDBCoAkRYIT3AwPEBUIRIqWGzVqiN5QiCEHfkSAW/QLs9pNyqy4Lrg4H9YwjAs8T1nXF8+fXuL68xOFwQIzKU/T8+SXW5YgHFxeY5hnL4RokBWdnezx6+AD7/YjD9RFxGFAGQgwRwzAgcEBaV+UyFAPLiEDCyjFMXDlcYVxQ46CAk3IyTcoXZfteQobzj21A41IwxGj7K+r5pMYxd94oBq4VCDTULuaEOA4IaUQ4HJGg3rmHcMQSA64DQZYAuboyeoK7AnwI8Ojp06c4n88sVXQnVMMPpN6qbgdhr4lUZQR2z8lp7cq3MNyKU13x4BCTH+dOlIXqQFE9boJb15oAYRWj/fflRW75+6bI8cGlCiwOltjnAe4tpQf8VpC5vYXMvCVSPDlQ7eY6Jv2B6iCFl8o/cAoE+WHbKyh9cZCqu69/L8CEHgeBvD09IGftcKYCV7nJvnNh0MfT73eBBw5UvQzskCaEbT6+bfR7EO7kijrinX5p3dmBcV1VHYmohzLefJzOiZpNnZxLhyvn0cY7Dc4zdvLOBJS8QBBf2hduFXGSexdQS3FhrxdSP6JFBLmkaolWQ0vB4XjEaMM0xKBWl6CCnyxJBX4WgEyxFhd4WSOliGrYDpkyz6zAUeUHEUFeMoZ50OvNk4QQwAOrl0suaj2t4NXNvQ8gC+eStvZ6oGJ7wy2f24TqQ7G6eW0IgYFRpQMkpD2zgiDS8SKV1i43jzsAAlNUQOZB44qpgUdMGjPeKRANvDMeJV9QWVCJsjlZqIWFz2W7b+hBJQFKgpObo/IZoYW6AUDy9wBugGseq+O7mCvOTspRQwbt/HLvJwd2vF+kdIANlCy8knBvdsd2YPVjrpV343Uyvv1e3CvGPqabM8AUO9ExkpyN2NqU3kxgVmCJwHVPjSHo3PWnE5lTWxvjbqcGQJpxBoTi9xo/gJBgXRPWFPHs2TV+5W/8DfzNX/1b+OKXfgQ/87P/EN57731cXT7HMI0YxojzcGb8L4KUMrK5+Ov0IABha3j5mJef+2/+49jtzyrfTxsX+7cL56fyASyr1Mk5mFLW0F4QJFjYFuysIJXlTB2q4UqaDjlZtjNqGTupbSF9QHB74gloAKhlPzYOD2GxcI6unX4mOulpYOX8CwrQxMBqpY6xI3K2JtUtt6V+f9mZ2Sskref8p8miLlHmNSGX3EKaDbjuxE49a+Bnr4E2IuaY2QNHJqsR0GL+7ac0GVZHZMtzCXiOhLWCUwQgl1TnSPOa0LVVStaElcWUMQPDKAS18IOqcZYAsBAk+8ABDkITlTrWrW+tlSYXpVIQQzCPKDeqom6Hqpy3kEE1qulndW6g7n71mronsSrrpyK0VETLxj9Q7Tcl5Ne5TkwdOGnt91cygNz5XtnGuHLMuJxdCorLbWR6ibdJAJ//FF48/+7KN1iIgGmHcHaBcR4wzTP2+xlnZzvsz2fs5snSwEejTSQFjNgAoBgQiMxx2bx0EEExwBNMOh6qOibbZ/o7cNDsvmbYcqAyhsFCvhU8GoeIKQSkNaGkjECEyKxh+nmFGKiT1hXDMIKGpksQDZqJjQM4EGZaQEg4QImmK22mFFxfXeH6+og33ngEZsLh+gqXz57i+nCNN9/6BA5Xz/H0yTM8ffIMV1dXADMuHt3H8+fPcfnsOaQUzPsd1rTi8vISMUTsznZ49MZr2O8nXD55hryuOL/Y4+LiAuMUEacR11fXeO/pE1we3sP+6gwPHz3A+cUFnj55hnk3IsYRJQsO1wuGYQAz45gFUgjD4B5HA55dXuLp5RXu37+vAF5bRLVUfLsUFMlKBi6CXAQQRmHVQYutTV2fyo8WSY15lCM4BvCqYfQZ6jk7DAOOaQUfIpZhwZKUnxH5ThgBPgR4NE/TrcARoH/T5qSGHShST+5m+fFjt9k0pW7G21JEEGBCRUda1es99bEu4FuR7r9+4Au9aNC399Y6ulNI9/2m1L9S6cChznGq6XdFULD1dOpBD+qelXM+WTav8PgXAFEVmLnlc7EDjoAaU+tFz1MTKG8BZ15U+rHvT/Zw2gYR8yA5FXpfXvx9bryvvAAwOm2fX07uVNm2qCZi6JXidfbmSsKmzQSCcGkWPKCGRCUSRAqI8AS9nvLaBMnb3g8n8w+oz2ZTPvvP+n7ZzGFB7SdF40sFYj/K2llZVvV6YAIogGAcDkyYpoDIADnwAQAQULCRFXe/NxDAskkxETKAsgakRUk053FCGGfsRrX6u6JbFadaOxRELS60mgu0c9hUb6FekTPvk1oDFEC5bVzqdT2XhdXLJkz3vBNVGYG2J3Sz3EEYf65l//K9C2KhVR4LwKSAGA+AWLhdLsB6UNAn7vRz618MbITg5i0kon2QjIi7FEBSI/cGzHMpQLO59StCGqhlyiBKQiWvJuUo0M1LTPnK3WLm7vDwyQOtMwDVA4ihdVWgynZwigCP1lbZ9peb+hzYcnDJPXycGNwBpZp9rbTsc7eVPvlEB6ab9ApycnF2zq3SACX3LLA55CSbvlcQKWAQAgMzI1xHtUBapiMFUCMWwNLcLsBxAREjmHu/83/ZaNgzAso0qgD7/Am++MUfxBd/+IvYX1zg3XffQ84FaV1w+fwKDx49xIOHD/H4/Sf6eVIST22vgr2g0BEu35XuQIB7DAEASUExj7OSFYBzsubt7VKnqoYSlio/+VntvBnSCVoigjUl5CIYQkdYShaiQ4ylrMZP42evhQ9ISw6xMSQ5KiMwg4Z6NIYaKmvvRg04oM3Zp/UU450JMFCigiBOkMy61UhBOTHYaZ9sjZ998WeqB0tbgjkXI3U34wP0nCGQhkIVQhJCMOAj54SUVuMOUqVTZVwLSbN3EZEKXNfe7/rBQ+U0fXbeGJsAPatQ22HeZNCjQWAGEhIsKSEE5RPKaVEZ0/b50azyQqzynu+FgGULBrhmJtGR5qBAEzk/nU7KTX8SADEC3mYIDGDJapjphC9VHWIbZ0KdQ9pVFl5nY+bSl2v3ZF52RTTrpOst/ehSV1dZ1+o1VT3Y3OhjOkyI0eRgy+7nWVJr9LFxIJE0SgqbnzXxAHTs78o3sRADwww+O8f5xTmIgWmK7WcYEALh/HyHaYwYQg2SxDRFjOOk2dMs3CyEoNywQsjDDCCDyPdaDUsjzmBo5i4mtgiA0pyOiVuC1qT7mkCAXDDOE0CarZdEvSxzKugToYwx4myeMc4TUtLcKQGMOJlHDwmunz7B/myHqVwipRWH4zWeX13iyZPHeP/xY3zH534If/2v/TLyuiDbvsAgfPUrv4kQGNNuwjgOeP07XoMw8O47j3Fx/wKf+eynQADm/YzluOLq+QH37l9gt9P+EwHOLs6N36xgWQ64vlwwxIh7D+8D04CnV1dYlhXvvf0U5WHAOO9wuFrBnDHvdnj02ms4HA5Yk4JkKan383JMllmR8fzyEhfnpeaBgRAC9zxnhiYwoYRY9T1ygD6pPBRDQCEGx4QcIg7XGaVkCBXNxs0F4xQAGpDLDCb1fprTijgMuF6OGlYfArAcgWW5XVn7GJVXB4/muVq6brXabKyf9p+qTKPaa/SbbhNFAyWKAUQiSn6twH8GSk1UfasRvh44LpN0/61HCikJaO9BdMP7qSsvAl78u1cBN06BIH8mB+en0Bas61pb3MlSJjSctMOe2wMmFThwkKYDDW4DFQAXIGjTxg+654Pe9fQ+tcg0ob/qe8BNPg37zze6Hjf91IMmH/Qe3TvXMeqU+t5rjEQFggKqGWncIaOg1HnsY1GzqJhkmLu+OH3PGiLSj0c3kzehjQbeUTcX+u/6z9zih5OEAW2sTSL7kOP9rVTCqIpyTqqoBBaEyBjHEYAJgjABMWt2mwpchjOUIM07g4Dk6eLzDiQriPImekxBN3NVBxDCAKJgOA3bvNBU4+SAhWdcc+2DGGDf1VD1/q11pWzBgxuf2Y5h2EatHzBPILR/13rZNQi9V92tYB2FWpmQeu1kB1ZSAzykaCiWTyqxWPByS9bIHsDqi/dBD44RoaIWYVAFquR2rwM1VfNlIHfvV7OwGVCXxDyfvF2d5tHP92AheNkBnmjA1UvWhG9YFQREVVraHsDbPnbycr+4X5ObcfcBLa1OUHuvUtS7KkDrEOi1IQLFXacEoKBJ/uyUTw1lUEE4BBArv1BZk2ZBCwFZEorkSrofmVpTCaZMCVLOCCGYUk6goNloAE0UGEOEjCM+8dbrePjoEdZU8Ou//mVIyRinyQgzE47HoypikUEL1X1VUCBM1qUfc0mtKxpaaHhulRYc1bCLBFWxJiKLYNTMWETKMRFjVFDOAAQPy6j3AA3g8UqhY7Ok1ZarrrfeACjd5QLZnHVEhJRWqPeQhV5nQUoFwFrDPQgKRiB7W/w879pXm6h7cc6pgjIeykkGahEYxYAMBaKkLSsAMM8fN2lSlxVuI1yiPVOVk1yBTW0S1fCKLAWBCOuSdNkLQKUZyBzXyx7CZnJLDdWyZ+tXUg15VT50T5cbRrMW1kzE4G6P9eyz4kCIaBp7yQUlZSOB1r0ihoDEhFgTP9gcElEyXuoJK+rwbD8TATjXfnZj6amsKBQgTipubxg2YwALD2sgm1Lc6ROdkFyrNU9r5mbjq/NZ66nUfh3opN5NakzTMCQnJqZqCMzLWo0/xB76ZuCpGUCciwYwj/Lsu6etHygHy135JhViIE6g/Q5nux3OdhOGKWKaJ8w79T7azROGgZHWY7X7jNOI/X622SYGMIUKIBEHMEcUHBCino0xqGykADppTg8yA1hBzTYJVrtZZM32J+46JAW7aUAgwtm9M03qUgrW4wF5TUBOGIeA4/U1nj19qtnGQsTV9YIHb3wC14dLLMeEQkBOC56/99v45He8hadPn+D51TOsaamAfikFv/bL/2+c3b/AfrfH+fkZSmE8eXLAw4cP9Oe1+9if7ZGp4Lge8Yk338DF+TkoBCzHI3JO2O0mvP7G6wCpESmVNp99f+dJybMjMeI8Y//gER4uGY/ffx/vvPM+vv719/Dpz7yFeTfomiFGykm9tSJjhUCQ1KsRum4e3L+Pt48JT548xsX5BfZnZxjGAYdrC12XLsJESJNAuMmCWIEhaXQrQSwbZiJE83RGZkhW3tKSC64PB4AJcYzqoYSEKRFK0PDFxGaoq0KVy6Qfv/LqYWvPnmEYIsZhAFNoANGthZr87P9z4lMROPEqwUg85cU1AW5Eb4K1y+3+q/c6ugHYdEK+Huo9TODftX/Vg6l+0P1NzWvjg4ofjjVKAVuBrIZ0GcpdgTlX+v3n5Pkftrjlo+lM9YRt7bTvW7px1Lb15Ib1HjkRCE/TW9cqTtp7cl+9/0O/1YcotykddDL+DjTa+7K5WRcfJ5/rNv7FuA5cUCBHvW59FnAj5Zy1y6fjRtiirkWn/dXJsOJtMquWP6rnBdDrFFBp3n7U2uzCk9wUAj9KJTArVuK8LkTq3RWUeI8wAqIKRQyaIjynrBluiMHuyUOolldd50DgCEQNGeUwKJDtWV+ENoIiAFTOLpjAL9JSrXcCbvWIIQMDRJq30Om6oX5ScCOjrt/7jytYAZhHzRSRiwEOTXipTKEAQKsCNVVBc+uX1eUeRDVES1C9QKveakAYwZ6Fil84J0S7VxSQqsTStbNM0UDXT9LeHVaXWeUUFSHzzrJ2nxZ/Tli7Dw2AEe48u5piqvUG+65fbAVYBX2GpVYldZ5ZHTjnQFLvmeYaa89tx6hnYtv5C6qnFLwvbANwJLPyV1njOXQdL0Bxkw1tPHc0JEzjAcmU8w3YfmMb832R4ES4AlS3fMA5itSTIie16h3XFUNgxBDw3rvv4Vd/9dfxgz/0/Xj77bcRhwHzfo/jsuDJ4ycYRyWU17Wp76DKm5PT3xzej2tRL2TPqmNTrmSUTLaddJCNgQ4cTrjZycIyqk5N6EPMcsm2fBUocFDlxjh0SyRLUcJV6uao1SgnZwyRem0EZoisGrZo/F/qdEPgrNxaDmgE8wbxzFeuwgRmO2L1bPZcAdSR5ns4mCoW2M5x2vzqcrm0i0SykcoXlCWhrAk5pRoq4u/kIX9+FonN3VKFXMFIZnhYVz1HfD2ZrNHAMWt7Byy19jT5pHouMwPSFCsNbNOGVeOtgdR6XJSqQEGUd9H5EyVnCFPN/OZngvrK6zgFl75dDpIbNirvyNo/ZU0KWnfbDEFA5nXk5l0RIBObIwaB2eZ0E4yBwI22QldECw23UKQm7re5V4E/OzMVbPLQONawIPcYFfNMhqAUD+vVfYl9XDfFnuNhii4r+tZtY3oD8Lsr33iJA3ieMM4zpnmEe4iFGBBDwMABwTxup0npBRTnE6R1RWBYKJUayIQCEAIiERgFjAQWQUAGCVv2P+UGlLQikyAygcxbmamYt7uCLUyqM6e04urqPeTjgsvDFWIADjljORyR1xUigsvnz4Cc8P577+D55TPs93sQAg5LwjEVHA4LjsuiHouBsIuE3/qtr6GUBGJgt5sxzRNCZLz//mPsdxMevfEapnnGPM8ACA8eLBjGUb2tBtIwVxYL42Msy0HD4khD0wH1mgzDgDUlDOOoRqPOGEHQOV0gyDIAmVCyIMQZ+/kcy7JgGGbEOCjgXYrlPvGQvwIaB+NkBQDCfrfH668Dl1crjusBfASEZuNHPNq+pnuzilzaVndNEWbEICAJda/MrF7iIUY7J802SoRCBbvdHnFYkdaEMUaEoDrDYV2xm0awCJZAyIHVFawkoBx/X6b973d5ZfBoGoe2CVdLcH8AQF08Kyjhf9MG9PcjCIRbvU86/bi7z4X17SnfwKlW/63FBItbYYoX6cwv29xPDvJbL4EfhE3R2LRAAOcUAFCtvKf19s370MfNC8CavrYqXBgoRtVdujtsQSBboP6fJmqeqm0v6OcPeolOcLj5HW2zvfWKzqZuu+aDDuZqjkKnlPs/3LNEr/N5DfNak6pXe54Weunr3v74kz7a/NkLOR0uANdlm61ZxIVU//5mQ9xTqojUkDx/pyrgnujCH7VCawYXQiia24wREHhACCOYRpBYGBsx1HOmcXqAoASYZhouUPfyTIJIqnQRa0rrYL6zyovQhTEA+hn7XkcNi2koerfh+cZpF1kYQNvw+sGo2kQ3CQa15varpRjoww7kGGBV2Uv93tP67fsiUNG/Ax/6thf3EmpKaT0PNmF4aN9vfrpr00nbVbtC9aoKUsP9FJtwgdzAow1JOLmm0dptw4wg+sNQEK1YP4cAhBGI1l63AnufBQeWujEU8wJykI/wgneQFu5GgHpRiWru2YgeA2kbZALywcbHtKkNUVpdrW0uAN2+58+gNtZOlhuoOolVbwbmCjRLHd5+T/Nae8XVH9nn4mpKrSuONbQkF6RSsCwLjtcHlCHhr/9nv4y333kX47QHCIhxwLqs5k1MiDFW5TfGgJzVLT2EgBADinBV3D7OhZnxUz//j2AYB4gb3uDJRyxLmbKWV6OBGoBUsGZWN/06o0w+U8XYzAs24ASqmWUbFw9s/jTAoM4FFOX6qMX3yFpbC6OTNmdCiCr8G3mqhpu1LLnS1dS4Zrb+4xyoAwDM44g9ZKjY0jSACY001T1SW6G6nbjc5u8PAJI0FKKC/fClZ2EsROodUxRoIpeVi1vHDUgH1ODWG6aANm4WprkBdQWN1w/6ftTdAwcMQ1eP5ArEuYKnHD8KalT5Bg42Snt/EaQ1gUZGLhmVokccCKzTp/5NBATR0LVqT6QmEdZMiUXBTz8r3TBxcurZjTbvhOB8qK4IRt/++xusS8V4Iil0ocw2f4uHUTKDyHhiiCDJQhALqodn8fPXXwaEmmnU56S33fZDiHJJ6fNsDaJlFxVyD7C78g0XisAQEacJFAeEccRuN+Ns2oECY4wBg3kKcbBwbYZlFtNQ0hBIE6+WApQMHoKSQ0f1ymRirGsCh4QhEEbjzQQUXCeYqADCshxAYAxhREZBSYK0LLh6/hy7+QwxDDguRzx9+j5SWnXKp4ySE7J7YoKwXB9xffkcwzRhP0+YhxEUIs4uLnB1fQmmgNkAshgI53PA86sr7HbnmHYTpnnAMAQIBNM8YhgGDJa1LA4KeE3zqGCtrcFi+1KwlSpFQ1KJNCFGIeUUzUfBMAzmcUegEAEqlYgalvlNFjaqzAHn+3sY4w7Pnj7F1eUR+zPGNM0gYuSsIdBSRMPURENxc9Y1OM0Tnj8/gEi9rA5X6l16/95DhGgGMVJvp3o2CSBS6h6mODKDLIxZNw1GjgwujECmGxQCZWAcB72n6lkaBbWfZwQQhhCwxIh1WLEsgvT0GU6UyI9NeWXwiEiFvM3B7X1G7RrfIW+4prrQDWwPzNsfVrdWt7p4VVv9uAknXh9141iN1i8CUW5Rtmtb+98nn9+o67Z6umfWJlXBrFW3EeS6+uu9J3V/mCnaP7NvK/Ufb9ok/RfbdvX1vABpuNELt11H6Cx7J/eSzS7BzT7t/l1D5E6eddv73njGC9vmWwVtvtvyNQGgLgucCyU3Kn+F0ivfLywu7mG7JjbVSFX2iOhGt1VBsSihpRKgsimNznekAvD3/tiX8Gv/2V9rXnAfkSIpQ3OgeFYYdz3W7A49ubxOZ89KYePbkftXTy0BKFK1dkNQyVp9errHUbP+muWZG6gopYByATihcvJ4Ba481PlG7fNOgW+FuoXiIWPSrc/OO8iAsVMPgFqP//LJXQw42oSGiQE12C7aHm1wwmdTYKunkaWHrYoWkQIaxMCaunfpPC5V6m+hVy6dEUG9naS9Aqh5KfWAjojVGZTkw520StHnFlEwZ1Z38eYpZa7nTrRd64bVHdrfDhTVPrH+kL5fvd/sXZL1h4eeEWlonHuE1YHw/c/H2UE7agcg0bZf+52hOMBHzcMKphwR1dDwTbkBZpM5WLlKqc9h+FjotR6CEkxB8xTmxUJzUsoInPFbv/U1vPP2u/iRP/hjePbsGYgZKSVcH4+YdzvM84zj8Vi5JlTOUPCIQ0AqAH/E9qTfjUJE+IEf/lGknFDNLFKMTyUhpWSgRSczQcexSMclWJeRg0Jt/4N0GbTY5p9dU/qpiU60A+oaaNx/3Xzyae1tMhJk/8zBwwp49Wupe1bPK6gUBN2OZlkAHTzyxjGxGU9aPwCWypqCN6z73b1Ut9epctKIrmFprkWMI4XNO4u23JRixLkux7Zxa50j3XOU/4Qq8KdX6F0pJXja+uC5vOx8V+JyVC+X7dmuYfZsxL5FWsj1VhaX7Z+i4WxqOKPKA8R2zvShgz7XKidTV7Unvsk2Fz1fgxOFw85OIXSJRqj9Bmw+EMy8o0PDPqZ+9momVKn/A6J558HCV4oYHxjEbC2WoCdno7/zfcYMF0LtDCUBUTCdAi0c2Y8c9nnrY+7yWb+vf2MGx7vSFQIwBNA0Yzg/wziOGMcR+/0O57s9wsAY5wHj6D8RMTCIxZzAFUxykn3N0hUwjsrjx6Th1zFEAyAElBPWnLCIprIfxh3WNeE6HVFSwXI8InDENE5Iy4JcCsq6YF1XHK4PYDDWtGJZDxAR3L9/hnU5ouSMwIRpHBA5QErG4/ef4P7FOR4+fIh5vweHiHHe4e33niBGJZPWzH4Z08gY54j9fsYwKa+TQJBLxvnFOYYhquHYQ14JiEPUZLUmqymA2oG5UP4mzXTGlu9E97rIk50Dq4keGr4qLm+EAA7KiUQB4EiYph0IjHffe9vEloDdbkaME6gUy8Sm50EGQSShQNs8jAOGZcGyrFhKAgeAWb2u9H08pNT0IG7MAJ4Mse4louIWs4bIi4QqjuVCurOIRQEZl5OUCIqCs2lGhBKbL6wAEseCy8MBWIvyd36EeWO/kfLK4FFaV0zTiJrq2yUHwlZY6A9FdHukuKxdxdFby0Yw6c6yKhDUx/bAUfdYNAW6/37zhP6jGw2xdr8IWOprohd4ylT5oBMWbru/v6XPpCGtmX4gA80n4Bst9dCrStaNBkOcd8qvr7w9r/qQ9lYvf/PbvyWg8lt9mPI76ZcmpKFmi7vZLrfM3qbUf8jiA7xpdCdw4WQ+46RNGxDTBXa/Gu0PUQtJyalaMmHgiuIKVC13cRjwh376H8Sv/+f/BdJHLB12ysm4W0zAZVcwVAli9nd1wvOCwFFBHm6AEiSAS9nwFzMzArvnUu9Z2f4tQM2EOAQLJzFSaikZlLKBR10YUq8Mu6Lgg9d78jgQUTc+/y2dBfx0fjQLdxeXgqogbeavn6oGrGyAI4GDD9pxXQgau7dON4+LAGnV73OfCc0GIZpHz3FpG0ypjWvPyAayUGggTvVqIFgaG+P7sbA176dSgDWbBR5duB203pSVCykETbs6Tm3TlYzqXUViwBPbe9gYrKJtKT5eXT/4z8bzyO7rDRLeHti7bcjcrT885MbBmlqvg2UO9FlIifhYol3LtneUAJIWs9Rmk5w8t5uGpvg0Cx51Y93yqzaPJrVA5uJrTjkC4gBcXFxgGEZ85nOfxuWzS+z2Z+DAWK+vLduKtzsYeOSv4GFrAiqCz7z1Jn7jt76G9eOcLlcctG7SgEjBuio/BcGUAjSFoWQlIg0hgEiVZYi0cBps97UelGSmTVi0CyYbAwr8ez9fThrsz7O5FixsScmmM6YpgllDKRuYdRJKTdTov7oZXCyEr0/soVuLgIOSLRdB9VYpEERmBI4WpqX9JxamV6v3iuDbUgNFSTyhSLeSRKpXlHsRCHwNacZDkvoC1r0NcIV0YVlIddvUi5UzRUrW31xqO0sRO+MFDEFOJl97fxsYhQDjmKK29v01T4QOHVG7P2XNi0BKru8AlA9rbWI3LARohjbROcFdnxS6SfugXlC6j5W61+geSlwVhzYWgG7LrONRsr5voIBoW7UUQiEglAByIMgqKAa4MhMKkZ05/nXTWzT5Jlev/FzEiHubR57v5xqiTt2/ndqghQz7fa+iW9yVlxQCMDFoVG+aeTdiN++w3+0wTiPOLmbEGDEYaKTHS9Z1H20MRMOmSglGZRBAEOR1xTEpELTb7VQuykcc14TD8YhlWRCGAfcfvobr51d4fnWJdVkRmDHEAc8pYD0uAARDYMzzhOPhWj2YiDFaBM/rr72Gy6dPICVjGgfs5hkDB+znCU+ePFPw6NF97M/OADAoRAVl1ESKUhbkfERgxn63Q4h6JqwpI+WMbNlKuSjgW0xWLMJgIeSka8DBzBjZ+sBkDEC/k6AZ5yhCAoNK1HXMNschYNJscsIAqCBElcXrvGfC2cUF3n73HVxeXiMn5Rg9v7hADIN6pDK1fQhkOovg/HyHnFekvNg7FX2Gsf8zk2VqVRmaQ0viIQykJDVzq8aZGh1FYAAKHhUQuGSkoteW4NEJASgasbGuIxiEQISBGAMHUEi4PtuhHBiyLCr7lhOv+m/j8uqE2cOIsmRIcGEYVaGqO3N3mDThuNUh3c+rFCJU1LO66QINOCL3gtL/Fcl2ft2ibFWB5KRRN1rjHiyv0r6tV0qDxJobcBVITn+fHCC5Cg6dINae1A7sV2hYdXfuQIZ2aJnQL7Ltht9B+VCHobTeeWFd37S198JAuE3/v2r7VSiCWU07Rex3IAx4T0g3Vjef2ymmgFrnRJBFiT2ds8fpbNg8X+ocoCZcbwWYTtCXb9Jk+H0oJRVwLHpwsBHSQ93kmROIx5qVrgrVpOmII7uFkVHcipHUAnlYE4jVOrWxepeCTJqalVm9I9braz1MWflyKHjYU7cDVKs60J2UCmJ4uFQI7fDuiawdSKqfUfOaAWziFPNk6cAoIhi7O+om0gn/tT3FQBHRw7mmvXdpvQeq3PNGEZnGLZQBLC5Ap66dXShYDBayZfe4tjESUBa14qSkXjkhAiUAK7f39cdWHiUYwG19lsTuL/asQZ8t5kWEBVgWyNMMmnfK91FJEAe0bGvUrMrebwz1nnLSce/fIg3YqfxW3Rj3/Sa8/ZxJPa3KaqnureLg3lM2vl6/l9p/plz1vEp1Htl+EQLIwvo26cQ3Z5aesa7w1fPH2squHfrwFt9LdM3knE2IU9Bit9uBiDAOGT/2418CAKxFsNvvQQDOz89wfn6G51cHvPfe+5jnGSQjIIIxDlq3y7AooAH4n/53/mn8L/+VfxW/+bW/h49ryUVBoJ7rBgCY1eOCpFRONi8lW1r4wnavL2mpPC8uMTngoUWaI5sXk/kqb1790H7fKHbOMAEl3QQORHA4rPYuVLekAqlOg9TPWQeoXJIjBTSkCDJyCxMiwjDGTTuIWcMxgoauMDHEshOKWah9mStwXSC5tL52i3QFAzwUrKDYHt7wY65hWr78NeOc3Dx7XVq09VilSpcJir5XRAM6DB6ESEFJxfhHFOgm60MiINt6JGhkrxPk92OqxpPuXLDNLQkQxYNLtT2aW8PCAot66ziATNZ/JFRllBorb/sEGyhOVXfQNvbnongbSPQdWcN9q5cRFWBQ4EgdUsXqydVIRkV7seTY5qe9Z4/fu2nUScx9UMQMKYppdftlyWo4t3AXHRubGxRsvpQKpnNVih3MtfDiU86Ou/Jqxc/cwChIWPIVeM0QTkhywHgEhumTltlQIVzlxEl47dFDlEKIJDhcX2NdFsQYcP/+Q1wtC5Z1RVkVVBmGAbvdhOP1OyZCqzzAMYBTxtcuv4rAEeM8Yn8x4/ziDMfDgsvLS9x7eI775+eYdzvEEHB9dQ2IYJ5mrEvBcjxgtzvD+W5u4aMkWI8L5nnGYICXpITj9TXWlCEFuPf6J7AcF6RcwJExzTswM66vr0CLyqWFnIVL6xynWMFTBZ0E2YwvIQzq8QMF9GMIUIuZehJraBnMazWbaJIhxCDZdWPioDQhhadIuWDgEUMc1MP4cMA0DHjt0Wt49uwZDtcHrMsCAmF/tsdg3l8K6gTzZI64urrGNI+4TxcYxoDnV9fIKWE9XmGcR0gpWNcF4zRiogGXl9c1vF0ExtHo+4hAOGEAaoh2cx4XM3YRciGMCBAmZCZEIhRm5OMKZU8lrMRYOIJKwrKuuGZgDQFljcC66M/HAEB6ZfAoDBEBhCxSjdpeTsGR28omuxN6obV1c19PD3iQK+wf+IxWAQPNa6bGHbvke+Pk3LwN9d+9pGwIsMmO2BP3elM1PrA0YmaAyDmFTMjYWKZf0iZ7N7J38t+n09g5d14o7/l1AFDKxqq37ate0PyAd/smlxfWeWPMbr4g3XpdX8Ut34ls52lvqe3a9EIgiQgBjIyCzBpHy0Ito3ir5UZre9fMvlSLvQOO3K0v6Yi0qQu30hprtj0Axov00S0pr4j2PpyOCuLszpHWA4BJT4hBzNqs8dHrmjCyJVYmc+V3wm0H3OACo469uro2i26BWIZ0qRlViu0FuvcIqDAwRgVmyPhu3DOlZAU6HJjxPSDauBYogFI1Eupc6B0MsfsIptRkBVzcYwfQz1xoBbBxrxUC0tLAGKsSMDDIvXGom2ve1rIq6JI8VE2ABVZPMdDIXIBKAZYMLAWIou/uZNwQ4wNiO5Gsv7L1RzZQbBiAIaASVOek1p5Y1cxWXynNwygG1ZxCAKYZCCNoXbXvBep9FKP+eHY3B2eqVk2NqJyyf2jvWTdud3OzZnQhYsPY+t/D+QBAUnv3EDqQzl+lbIAg/Uy2fzuaw6HNFW8LlZaR7pZyw8MDBh51QKm+mgqT7bgsEHPFj7bXNA8Xxm4/Yb/fIaWMtD7Hul4irUfEYQDziDUJjscVkghT2CNgRJGsXhIAQMUU1Xb2MIdujD+epYISUsw6q1bXQMbrIVz3K+UZ6vY1KiAhA4QEK4AYwhYbMqU+FQVOxtH73EGbFq7rnje9oQqA2ytu1FlDyuRE/vOzjUh5NIoq3EcjG55CaJ6jRJvpr6GNhOqd1z3Yw7wKOSCvlmnmVp/HMbCH/9nbujeJiBhfhmbpjKKAhpdcMvKy2rhk6x9qhk8S+02WTNNlOd3TqAphTf7zkKftPq195p5KnK90THNWcutSgGFGKcGMJ8ZKKajjL1nTdOt5pQokAWrsqIPV2iN2L0tQBby4fMMAYpsH3VmpWe8URI7Bs5Vx26MotGGy12Y3dEAzH2nYm+6JxfjoAjeAE0UNRjSEtk9lVZopsJEas4KHUiDZDaZ6tK5VF9H/Nj1DvTV9jMgMJJpVrs3Vkj1Fu3uB6lmlthBdC2LZW8X5drot+QMF77tye4kB2M+I+xkX9+7j8tlTDEPEMERMY8Q8aUa0t//eryEOEdM8YppGzJOGrv29v6dKfeSCeRqxm9VD6d23vw4IIcYBZ/sdzs/OkdaMd999B7sRuDi/wMMHD3Bx7xxPLi9x+fwK9+5d4OHDRzg7PwOHAU+fPkFOCZ/65KcwzprlNw4KXI7jhLImMDPmKeIZdI1TCLpeUoKUjOWgIW0hBizrguNyBEWG5IIwDrh8+j4oDBiGAQBbdknC2fmZJqg4HpHWjHVdISjYzRPWpaAgG5ecIISIed6pV2aMCBxrpuFlLRr6SQTwCEIwg6yG/kpSD0QCkPqEQS4zgxDpPihmJIjKNkEw7AdgBT7x5pu4d+8e3n/vfTx58gTvvP0ePnt2hhhjTbIBtj2aCDsBluUaF/fOcHaxx/7yCk/ef4wnTx7jLJ8rH2JJOB4z4jDi4v6MvGSsaa0Gk2EYsB8mUCBcXj0H2MJ8ZYUIgaMZEVJGjOpZlSUjZTVmkIl30xQBFJAEDDxhNwGcFixrQggBx3HFcVmwLgE4EHA4/H6tkt+z8srg0cY21W1+p4Lni0rvFu2kfRkErsSPqN+f1qu62AsADGmfeRYO/ViqgM5ddqLblHA6ETr8oP6deJS09rdnNbDpREEAlKysvXx7B/ToggklXbs2AJZd4yBGFcjELVsvf6cXAjJVqdwqLa3rpYERt4BV27puwiM33sX/3W4B0OYAQb1KXgWUetH7fuixpY0/2yZbhuvabtnymd6HdnxQWzfzu9bZZVRB9/CT4thBIwq1MCozPzo5oysUTTm8OY8+iiLNNM96GDpfDaFmUnNrRhsDDYlS/EYtMhpdpdbb3IG/wbwscxG1BNlYuEALGIFqCBimCYCtzWShFCEocAR0gwS0bGbS3FzFwBeVpq0BgwncHsJlSpClSm+cC6bRV4JsA5Co1+LyixfeKaAOa567HdxYK95WCzGrcX4EzAQsKtzU1PSB0RhXS7O8SvfuDtbU9PQBEFavnGqFly50y0CtnO2ACCchelYsDh/R2gQAowDLCCyLfnbbXpCzKaMO1lmlAQANNpDe16WNRX0ut/HgoNeZgqX1+bXchcd5rIrvt/21Plc6z6U+i15fp5z0qYGSmonKr8kQWNgbvH2qEhFrppm6R67ZDEbePhW4suZRV36HotkLYyAQCUq5xvG4YF0TSj5Cima8y6kgTECIhJgjEkol9c4iFkqQresZxMXWMtVozo9jefjoNfyT/+w/p55D6xEprZoRzdeFFCM+dUs24HNUPcMKSLLugwUGQpQ6xn5+67RxxUD3SIdUVL5yDjlAPYU8rX1pcoucAkg6l0IAPJMpxPdTn84+34qGWzqvFhFWACMzyJQKKZ7Rz5MYcCWthrUNZiSwx1e+uhpGZYCGHoO0MeCI9SecZBXmMSRiYJ1+VopYiC1Z2mlL8W1AVN2jDWRutHFqxSdxvjCXFho4VIGrjciVq6dCIdoYPASCIAlUMpTfh2z9TIZvaFhGylm9YWx2xBCAkrutpu151egkRXmY2OUQDZ7huk9ZbZ5UwbyzMgx/p2xRAVSPP7L7tL7ubHB5VfR9QRamY3uNfl6MS5BACCbvaFuEBBQ0k6DPQX1Wm4v7ENF8jvT4JCNIVqNbr1boXBALXwPIeJESVH2qV6LkbFHFRryNrH3iwBRcDJBXsyjflVZ0soKmAeM0YzdPON+/gd1+xm6/w27eYTcNiDEgrRcIHDAOEeOg4WscCM+ePsE0TQosGU9S4Ijl+h7m3YxdnDGMEUPUNfOJT7yG18+ieusxIMLY7S6AN9W7XQpwuE6QkjDPZxbiW5CT8oumIhijYBhHFI5YDgnPnjzGMA0gKTgcDlXG8rBYQInq07IipaTedbbO5/0Ox3WFQLO6CaKJfpqtcJxGDOMAQD2B33//MfZnLXuhQMO4chIIB+UEZcIQJwXhwgDmCISAEEYQYpWJBeq16gYqKaXuIc4Bpz4OuctA2LwIcwSer9eQIDh//QHC2YR333kbV1fP8WB6AKqZb1uJMUAKafa6EMDnM1DO8NW/8wz5WcHZboc4RKS0Yl1X5KQy+DBExP0EELAcVhyunwHQpF/al6oLBCJIVlJwGL9VSc8hEOfVBg2MQoKUI2gACgcUqI2UHh+xGwJEAiAZJWv0QuaPh5DyyuDR9eGIeRosjlGVgQ8CjrbqqaOUQAtb6gCplxSBpqe9FWQiF8hpK1hSB9+8BDShk2vrh68QxuMK/uag2bxPDahDU4D0zhtvTB3gZAd4DWXy+7ydp6a9G23/wKa3VrzitS8Cjm4+v4FVeml/383HmezmkioA6KI+uWbb7g8ubVxv6aeXDe1L3u322jqr1Ek9N8ZIAI2s9iZ8AGDTzPwvLw09slY27xitxtdZqTOyfxO99GXBhN/aZYwjKLbQJTEgLjA0qwabcG5CsOr1LQV4TR3qwLJjFCY45wwgKkWpj2kxrSeXAkppsx85iFcJojNUyRjQTvGqWKCtWf/tgEPdT9xcSd06oS5srdOSKoDUFH3tFANmNgTNfm8BKCpYQ7a/u87jQLcRGiqY4+03Lx3Pjd23gQy0YdhvQou3kJMfVzjsPQJQyZ4LGjBDXZvb5t7WSLcGapud8BsnzyUAQ9SHOcmOZcipXEI9qWxOW8CndqG1qw91o66P/W83O58CdYFtTHxsGwBwo81VEfXq2bzUfB4UfZecgCXZ/ANAARQi8rpA0Kz4Xrrjpe1Np2AyZZAp6YADRuqVWjOhbbpa21qxTThYoF4VIwfI4F3bANliQBQAUCng4ITEVO/9WBYixMEIXD2jGADYNiMQULKsN0BVRtKaNnubFKnk0YCgpKw4Lbl50OdMM3i086MBR9WTVQjVE0eakcr3z/bjqdCt0TiRbeBTrhEcm2+Hglw9ETaLehuRZVArBcJUPat8/TMHJMugGJgRakZD2+ddcatNsjahC08rHcBlYE4FBwxlEFEOopRWrM6JRIRxHHULE+tPKtWTT0TJeyEKRqn1P9c1pXxUW/JtP3MkJ5MPi1nR9eyuIVsO/ApQVk0jzUzIwkb63Vb/qZGWbC9LmSwDsPeJ9lQRgKRohrEqV1u7nOfHzwULBXRQrO2LoW5jArQz4YZ+gMojJNVgg3YmdXxIKirp/EZA5T3s9NiutHlYT8isBg3RNFFthvrcryK82PQSSFFwy6ukep5LHRsHHbwR5Ofyx3Uf+7BlPwMAaBox7Gbsz/a4OD/D2fke4zjgbDcrWBAjpklTyO93yuEzWChWiBqSNMSAcYoIQWkImANCGDDPEcMwIPAIpghwRGTCPA5I6zWYs3nD2LaQxYyMAaCA0UAJEc0eGaJpBUQo5QhIUYOMIRIMxpKyes9B1/m6rgAEX/07fxcxBpzdO8cwjbrGAiEMA5Z1xThN4KCeQGxJAxRETsgpQ6B7YxgiHr3+CICJD+Z5mXPB8XA078YFBcAQM3a7GZi1zlC1lFypGdThA9jwdgJGRC0ocJlFNjtKXT7Vg1m9EzkQzs73eL4ccM7AOA3Ix4x1WYE1IxJhHIDF+PwANRqEwLh/7wxpXSFlhWTBNETkInj27BlyyYghYJ4nDOMIgnoXZatToOKWBKfWV8dsoQIIqSduVHBeE3gwCgcF3SmgMJBKQRbBo4f3II91n38/PUHiBJpGpEA4HhfzKP/2La8MHpkfg8WJb9Xd248iNHK97lvXh/0w6tSejTpTPTik6UunSrdfS9j8p13hDy/qenprmzcN3IjUJ0+6WU7dtesNLo3U84tB0kg+y2mP0WnPbT1V6l8u3JyCXd+s8iLJ/GXA0atK851+d1shr4teNLdwA6x7tT64Weftl73Ce9D2T8cANpe4tc6+Ux6K/iJq8FEvS3+zyhZBreIRdf+mTqltoJGFxn0Tm/J7VYg02w04mlxm3nfcnHVECkonxHk8tNj84KDePcEOQqcY0j4pgLiF2J/Z5qzuA01JIn9oBX1M0E7JQBQHFKyy5stuzfMN8pbRoO6a/t/+twANyOn2J+nv8wu7+tPzdo/f5wBMYCObLg3AcCWtarDcNmkPr3PQKFhnega2nAAXNvp37d+353Ny4KV/bylVya2nhws2/mNjCiEF8FJpXkKATo4KbHXPco0mAxa7UAWjW/u8A743zwf02RUI8xfy8bZ5Fbp+qIp4qQoLcteGmnnNvLmIYDHTWn8c1Cju4TFkcz9rGveqVNX3bH2akUCwzFFMIEkQJGRJEBQQx9Z24xGoqcfhO5uGiYgRBAdDjzTSqiDbuDMzhmDEmLDU5oHreqpeMSRgYRQhCw39KO5Q34wiEKxIuYAQKqcKIOrkZ2suucAq0oHiRXNRVtAIm6xkGw6jk/1F5TCTUW6cU012EZd56nrWOaoh0vqs3KVQtldqNRHgYfYtayGZk2XLmNlvGdStWzcM+HbENGqfbQAsba/YXIR7+dieQL7XZ8uqlgVwD14DJjyFM3k7qLuvy6ymRK5rlWE3I2l1CYvh5urRlO25ZPMfDlB4B3Xjeeqp5AoamdJDxisncDBRAVgltW9e20QTHLTRrUyNfzkTmKVRFojYlmIe/gbciMk4/l4O/goALtvxqfIIGW/QyTlYshHbSpPzyYi323P0uX5dTRwgMIBSw6TJ5Zlal/lZ1jDYelh2+6TN++L1eStMPnKNxegG6ryFEm9TaCBecc+Muq+jO9+6OX5XXlxiAHY6P6fdjLOzM5ztd7i4OMNur5w7wzBgGiNC1JC1KQYQKZjkJNAhMEJgDGPAMEQFRZVbQAEkDhiGEcwDCAFE6l1TwMoTBqpzKyAjmHGJ4wAiDU1zj70ijFIExApSObDDEFszGgqmPEw6R0sqWNcEEsFyXEC7CX6i6ozX+nMRkFEtuBgntqGp0zIZdw+r0SWInRc+9fTZ06QE/Nm43oZxRhHC1dURzBkxFBCrsWyed4hR14x7H3tmS4Luf0UAlgY0b2e2nTcuUANgEgxDxPn/n72/+bVtSfIEoZ+Zu6+99zn33vcRLyIzKbrIrCLpLuimaVAjqgEBatF8dKOWWi0YdMGAMRIz/gVmjIAZE8SohdQwAiEkmPQIgRASqGpQUJlZVVmZEfHivXfvPWfvtdzNGJiZu6999rkfL15kvPciPeK8e87e68OXL3dzs5+Z/ezFC/z8L3+Bn//iF/j0k1c4ng4ohwVSG6Q2aFUUPnUdRpNgORDu7g54+6aitYptM54oTgmEhlZXaCPUbUVKCafTyTITfG8JOZdcV1evkCgOlOdsKbzCDY1MZVUmLK2gMUMlgavdeyl3+Or1G0gDXt3fI6eE12/e4Hxe0W3ZH7G368M5j5KVMARHxaLRrqGMbhPdMNr3BmoYt3ugxH60U0mEIB8mMGzD65cJRT3M4Ov9WvbCeu7XDFjEydMz7O7z9GE60PUUhBoQx3Wefiyx/hwdHYtNeFKwnjzL9eL8NZrur35rmr/zXvO7/BCABnub5borvRrfvK/H+AC79LsuPd9x2/f1/fr+7/rejqFh08b76s+t/X1eX3jMhPjFN4bvSq64kRX9HorhWGG7HtwcGDvnj/6Tfwd/8vf/AdYfUM6uwEJQ2TkWRIHNFemU2FMNIpIvUsDYDdQwTNgV1bTDAcLzDMTrDjMZiA0eSl1JjfKmAzyCAwFiHDszsBCe8ABegDFZnKfNXb0hFMa8xwHQC7rQommWMaa1LaMf8XevCiPjuHaZDEdM98sALbCqIzLuH2W8A7AJwEjJQLw8gUdE0xg0++kRQT6G7KloojBSaf+8RxsECuh9E9hzdT6gOJ4HYfRMMh2cTM2fO9LKoqpZtP5+fCfaLd4Yf+evgimgfaPqGp3G4vOhn1LN+rg6ICQR7eX3CqBMYNdtPn/iepN3u3csui+TPBKZjDrnInK+EQ6OE4I9v0c6SLPUMmLzPYIaFEY2SnBDyOei8ak7Pwhif/bX50awKcymqBNgYIaZV47teTSIG2Xs06iFkeZjIs1u22rd7Yu/a010s0ghylBtsKgVMWq0lP2YcLqFoWvnhsRSmCKfkss95i4Do9ny8tR3UROZDhpOqpZdd6cfx77jMlL3159tZ+/UlJbl/fMUxqEb2Xw0p6UbEbvqb0NfnDdUVQNjhp4FWKTAUC7UQRsV4zUiX5eWwuwAUpRsBkDqEZ2+huP+BDfs4tldhEizCktdxvo5IQJELBWrgw0ReeR9iAinfl1pFvGkQKQj7gXUAJZ3lAVqzt9ETnLtpM4WOcTdECSQg8ZslaeTkZZHior2cbQ9lZUHeNXHU3pKv6VtaX9vZudOMj12UR77pI6eTDI3ng0WIQC1mDQJXTACPwdxt3q67rWtoqFfUkQAaX8wiokigsEERxOYZ9JrxCsN7cpsI8uQiHRHE68ehdzXTV+Qf93e10oGckIuxdLKTkec7o44no6eBQPnPCrI2fgsl5Kgmr2CGvuPA0g5o+SEAXabbDKy6ALmSG03WSesQA5OOIaAAWkgEjBlaMogZNM/OdZdRNkQWBNSOoLQoLJZZKGDVpR8XrUKdWAfZHZ2rVZ8QkRBycHlyfZpqg5+eUY8AJA5fDhAEZcH6lF+Jg4MAMvHBapGnk3EyPmAVhvqttlzehSzgnFZN2ybEcxwyt5PxXI4+PJxnVKA7tCLNvJ0d/sLYNhAKgtSTvj6q68AFXxRvsDp7ghhxmOryJJRUoZVYRSI2v6/lAXtUNFaw5u3b400m4zbKiWTp9u6Yb1sSEwoOSM5mT35vYPOEqBeJVOADi6KpzkzEVprWIqBRxYZSmibOcaWnCFbw3I6Aip4eA3oVodeGvyW11HjP4L2weCRldTlPvCRY3yr9Wky29aIReDKZgjdHenidI0OGEzXmICcUC7mc2RH+7vTap7I6lnhCXWibx7ofzyZ9LvnJABtCuzdDYnO+6MJnn3vBmhEQ7Gzy+jVhrc/77trHx9potN/PkqPp/md7U80eaSddBxAV0D6EHaS4SmlY0b7nt5uP/l2N3zmud/7PAolHjm9u+vPyrf36/r205waZZJ/jRa36eMW4dKhI1/3z59bxYwBGgoSXCn6L/1b/218+c/+Ar/8Zz+cikYiFi1kBb0SSIGqm28U8NLeBKI0qk11Y30avxlEAoaSqbBYV8dhejSXOn+IiyFRBXeAZ2o+t+Fe5b7mGxnIAnJwBG59A6McPA1FN+ZUSgC9AGQdIASevusxv2ITd56gSC2IjU3VOYlodzoUHs5fRyoC4Gt4SgkL4IgZlgZWLJ0q+TOponPvxD2DxJZkRF4FF1J/XBoRR6kMUKyvHQZ4secKQ4MxIoomIGU3RsSW3pUcAAojbN5c5gp3MYYaysAKpEOPdLPqdGRjBIznDHCK/TtG92pbv+bNK+bNvP94n2YgjWVEZHUwh3weaH+ftp82T2sxPq9exWziAAxwT7ZqEUPO19I5wvydR4YI9cgzA2y32gafjM9fS78xxCcxg8VTaZu4jmmRTPA4jgCemKzcL88ZKnCCWgVaq/j81Sv84ldf4fFywe9KW5YFrz79xIiIRUG0WWl7f69STaGNcsyxFgbQRj59jO+HmY0HMgCGCbi2DCIzVqxSlI69wt/xXgeY9z2/G3uh+qv9T69SZgkKpbY7X2Id8OBYGpUyR3rxzBEYadqz/iZOJksBXCMbqOzrfUTJ6JAnCosI8s80qmjBZHtC3UftAIhoes/Qcp48+zxSNfR6XfrNWt1AKTtQ5D9SIWBbI9PrsyU30j4l+Jj8IIu8BYhSPMjYmyIiyp8jUqoUiradoZz6GmZNAOXOv0LQXoW0D68qhBnS7F5G0C4uzrRvPVZ4YuJTAtCL1/SLWcU7E/VBVzDm5Dxe08SDNLUqs56SKOq8aPDsCCfQnrdBE6VmFF/v0Rb1uJ+wodeLKNSB9b7fxWZEYw7Y3T1DQ2M+BFAbY+9y7orf5a/bVSMClgIixuGwYFkOKKUMoIiAw7HgeFgs5Swb51nOGSqEnGfwiL00uwKaXO9VAAymhJILEh+QvCCDinOgpXmOsBUb4AUr7F6kDNKEnAzMJ9gcTOwRaFVQDgekBLT1EVt9QGuCJhZ5Q6IeRaTgaulueSm4XC7YWkXTBkKCqBq/HdjB2QB+TNbqpKeoCmoDIOQBH2avWzSx6VzdqcxAzkcwJaSsWI46eEPBgLJVRtvOAAjL4djlFMijEl3viKCQnHha31PzdayAkeKLVUd+9ckrrJcL3r55g1IypL00wvDLhlOytD0l10e2AG0WvHjhnJ4QXNYVtW44HA44nRaPSMp4fFzRWsXj27c45pM7TRIc5+3ys/M5q6BwAmfz2QHj35Sbm58EMOHIjHVd8fLFPRIT1ssKrQ0JhNPphLMD4dqqgUk1CqP8ukbf96d9MHiUU+7KxrtQA8KoqmEbvW9606B1k/UdwMx0sB875fm/p+n0XwDTghj6zIB8bhvxXfF4z52Unm5s/Vu1/1xfnubrU39A93iM+9s1Brj122wj1Fz7o859ak1GBZOp7YiYr757J0H3bKjGZ9fHfNA7esd9rq632yqm0vbTQV5W9v33m5mN5ufuRhYIT2fGx7UxL9w4mIS4PcPU92lIw6tPan2bI7r0R4CQUyJkZogKLpe1VwUCyNdrpHsYMGMeBoYqQ1jBSIgwe9hZ++tPFaDCCCk5oTbjGIEaAT4ltdDrnAw6buIRPB6BlBIcjdobWh+kWE4LUBnQK1Ee4BACYNABUARnxDyX+xDN680Nr+pV1cL4AtCBlJBhAnRS7+yGmtsx3SPFnkfIOo1/GveeK52FERwATIoIogCPfS9a2Cq4dVnK4Ya246tv3JSs4hnX8XxM1h/167aKHqWV/To9pTAWT9srAfOYEe/f3U5WXK2rAI5E/F0Fofkz8mwG0uTqHvFes0K++SU4Z8Mmt4q2VjRpKLmg1z4PIGoCUM3AbZ5apoCycZtgKAlWCnjun6fZeJn4YdwKZHaX+JILwLxuDTXbWCsU2advSgRFQha1IDdIl2fNXYX/w3/nv4N////4f8Z/+P/8f90epx9h+6P/xB/jv/Fv/9tWPYzYigsqGfEn3NO8VSyF4cEeU6EFGzf2qAxVdKAAFCll0800Kue4ka5OFg1MBrJ2kIk7WOD7ml/MKpoF6GNGTURtzCAPwdOrOrCCsQR2W//V+rly3PQl6N+pKtJyxHCQKNq6dnnTr9af1dbDTFZtqc6xTrWXgh9jZf+wApzIgb0pOtLlp0Uy7Z9Rg2+pbn3fDUBBmqeJxrGhK7hcFE83Mf4q7cMRnDtGek8ADGxrraLVCpalY/lwQ1c8aqATlLOAU0NysmdVQuN7MMLoNrlvxNs1Rs3FtQtyCkDp1rtyPUPR3wtEkYpHzsVnikEizGPcmK0P4u+qFyCd0sFFBMnLf8c7jresDaBIRS7wFJzk8zocg5OjV23WXqty6sAtoFbdjg1c6PuQr4VODi59hu2Krfx1u9EIVmjkdMCyLDhkA4lOpwOOxwXH4wGQisSpO/sI6pGBQC7FuIemKo2JGKkAiZNnhKurRux1KNSAla5T6dij1Z0cXkyCfL4QAahA3TYIe0EHhxuYFdoaLmJk+pALolCKBVHAUjd9PiVm5JKQDgXrw1s8bisOWwMl7cT4IDJeI3IOIgF0lRHdBsvMBylyAVTNYZpzRCJZ2rmNlzm+RDwqMTFKLrYWKNu4dsWMsa0bLo9niFbvf9ulDRMZ/9fL+3tfAu6I9e+3Vrv8YzaHwLateHV/j/L7Fn309Zdf4e03b/Di5T1efvIJUK1vls5qzoxlKdg2wbpt2C4rPv38U3z1qy/x1Ve/wtu3gsOh4OXLe7z65AjVhvViDlOpzWg91SIrE7FFdYFQnU85cUJ1PWxOkd1hF0QoHslGUCyHBUkVf/oXv8Tbb15jyQmf/cEf4Ms3r9FEcd42XC4b2roB28UqG/9I2geDRwBQxUinmNMobDNttntQZHw/t2GjPG/005NfAFGx0LP9x+MPsVBWF/X7o4Zbqm8m4uTB9tkIJ4b3LcgAKUpv9ktpP0Zq64rZXhnZqzpu0vjvbujPxsCt578GYW4e+d22TgUSt3c3Y+TSw/vVo4Qm+xWwzT64peb3u3vXrsxdz4t57Dr3gf+7u8cMKn0I+HijETAIOOPZdxFN+/vdeh/PXtuRfrvPeAa6eteUPAUuypFfXT7MVY5QSdgHz6XKhzGgVXpIZpQMDmNiPjb+55ftn+sPuFJAE4WieTBGbG7s9jx59lDagWTkHAkgI1gtnCFtRROH/xJ35S/4P4KsNeRMRDPlZGPIkyLbW15gEUQCoM6CED31K0CTJtjx8GADyFO9lID24Oct08u7mrsB0HTD60abHQGx3igMAAaSDKFQvJQ94KlnDip1IC1AIfI0PJ4EnwDKBt4QmWK4eppcIvT0vZ0FGH30sYl7cfJoLW/apmpuBoBg84uUAiyLgXSiziycR/RTOnhUUESXxZgJemoa8+jfNQGi+oLkaRx7PHQs6il1Md5FT1lzmVM9IuzaQuljgNE/hZOXyz6iyvvArz4Ftg3YVnPiLAVZ00Qj48eKjnsSoFo72Kju6SRpUJ2fOaIuEiAOPPSMSxkGsEfriQqkCqRtIGooB8blfMHjQ4VINaJ7Lu6ZN29yWRJWBpoYx5E0j5AAcFoWXC6Xv5K98PvUmBmlFCNVvuL2AfxdQXB+FDBnl1dkxQyJkfMC0uoRQWM/nvc/djoCUhh/hap76/uNerumGojPNPYV33dsSXi1twl0CY4e6uehr5+cY0KNe3bQCZFWNd131jPmvoZ6tSN4tedRX//BeaEiUFI0qRZs0HVav3sLwEe7nhARUICJlVE1ratNILZ3MOuOkZ6mWMGUHKAKTjKrSgbAS71rN35DpY4y8iJqKWhqldtYF8/Areaw8LGSJqhbxbZWZJmGArZPcS7GReVRhwSLllHAIxIytD4CTpzLyeusCfu4TaNOsDF1oDB0jpm+YqR9xbiMKLDoV/BQ2flWAdIiq/pIjl+bQMg4XgDqMoi9CMJwmAFC470atxOP+TgBRNFPeNolJ0ZDVDC0yq2zwR6SXpiBXCzKI5nBvVs6XefAX7d3NWJgWXBYDjidjjgcDjgcjAA5pYRMinw64rAsODhZNoesUiAG3XBh05lECMnBk5LsMw3V2wOeSbQfT1BHYqbmDicN7gqCR6R7FGNYfe6ca9LA6xlEj1jXNzifL7g7HQDdcH64oG3VZUpDaxUHVSTKWNcNjw8XHI8rOBcYlxKBEqH2NNbk7AMWoR5RNE1HdbZyWJCIgeSFQbpRbgU0mIzXSaQ6HWUDICBqfY0eDgbgbZs5oVQqwIrXX7+GtAo4CA0C2loNWPHKhSa77H10nZhGGmtiwvl8xv39CaUkfP3VN3h4eIvz4yM+++xzcAak2l7TnA8t5eLbQ6QQC168uEfJCY/nB6yXM7755g0eH8949ekL5Lx4oD1Dm3EiQe5Nj3dQUOERRqpgtZS1pEO/r1uzNEOivheQAj//y7/Eemn4sz/5MxyPR/z+7/0eTqc7PDw+4lI3vD2vuD8kJEo4c8IWeuxz+vgPrH0weNSahWSZN8RWjs3XPXCEvpkY8WZssj2tJv7bBbinF3h46/C2jPassrgDFrRvTCbMh0VuTPDoC6LbVJMWYoIkojG8/ymqU0hXJK4be1i1Bpo89WlnA4XXJpSmaePpoMlcBcevsw/f/bDWwa8Y8ym6ZB6tGBEDGJ4zMK8ee76OyYI99uF/jEocz/fxueeaOaQ0/r4+rnsU399GZZr9GTtQ7BrMmvrf5+VsgL2j9Xmj6ACSeeh58rrtRu07aQSYF8yBDgnSXVD3iMbbizStOC9+uJP5/nBa8C60tvk7NYNB8wZl26QIxTO2VmxQlCxgXjxrJ/Kb2ZXhBNtEqc9xy2Ly43hKf3NZwamMOcmmdJqX2+UbM0DNQBR1g6ZXaiGguuJBDBwiZAd2zlzJLFK9Iq2qR4rR9C8B8LSpIBQlAtICA6JofEeRCxal6T0aKmO/Jkoxo0TJ+t/WGHxToIwcA9AaEwmdboknrpHiz3I8Ao9vHZAhTzPLQPHjRIC2Wb/y6eqN0xiSntrnFdPi2WYSciKz8KLqXfPnDj6mmO4TYI3Y5zp31dWOFMfo9FWAQv18co/mJGN0uhfg6W3qgJcO0LDPQ7/WlXe9V82LewUQdVqAx0dczhfjFcgJnAuCNBvJlF1VGweF872EUiQh69S8jM37FXuExnMyGFYKuc3GPCzdqJBxHTWxKm2WnvPoXW6msEoCa0wWS4E7HI+AbAbGlgxkxWVdkYmscyw/NPH0nba6VSipE0mP1CURdSzR3tV1VGteTjYXYOkWCkVtG5hNzyH2yBkQ0gQuqWKq7jYGPlJ/jaPnaT+HbjgMsACWTHeconrIUiy6DomhFwz+HJ+fxAii5jhuRKTT7l4aabDgLquDpDb+F53VViHVSmRTJ9OO6pAFTJvpbDoqDdp4KZATaq1d/AY5bFedOhhl11QYoJOyv78g7HZDTGpUYKsgJHNWqDlHtrqCPIRQPBLKRLABQEQEFgWK6QJSG+pasa6rVTmKtBViaErg5LE+0roO25qlaBh/vaJQ6uT8GnuWVtRmoFnstyNa3/aoXo3O3/Ew1eIlxRtgtFpNTjhQH3qfoiJrsQnVFF1Bd942Zva0k5Euo1CLtCqRlmwvIsEyxWOeBNfJE02yHzNksZ+xm19MBhIREZrPN/FxBBPKYbGINEz+hds+yr9ugOkXxwP4/oSXr17is09egZjw8uU9jscDDsuC03HB8XDo1dPCpmL2aBKx9Zc4O5dRVElrCD8IlWwggVgEDStDqxFbg5LLqQALhz6iSgaewLm5PL07HEYBglNf7w1bA4AN27oZZ1/LICGPUPdqmM10pnNd8Sd/+qf45LNP8clnn2I5HgFmHE5HUM4gWCSg+h7bHUGqgFoFsPAJiSiYFFKMt4ymua5e1CXWMnndMXG7IUj6SzEgSyN6sRlgUxJwd380sFu8whtZifrXX32NnDI4J6Q0spCOd/dQVazbGURk3ELMYAa2bUOtF6QkWIqv54tgc+My0j5Nh9msD7mAGbhcHkHEON0dUQ4J27qg1ubpag/Og5qRSwLnhLIUPD68dd43JxhnQl4IlwefHwibwKJ8m/e1ScOlXbCuK9Z1AxT48hc/x3/k93+Gu/uXYE5oIrg/nfD24QzNiofzZmokEZgzhAqgP47oow8GjwgMCbLMiNrRK7E76cl2Ek2S8uOSdOjq3/m3kUI1X3V4iub/zrZBVzAIhshOSsTeNLDnEg/j76HG1330h+0lVK92hSd9j7507/500QkwmQGa3TWvgakZJLoCiCjGZHT2ppL3UU1vvEMa+/lzL3gXvfO+nXMehz4es/I41EQF9ikcOy/YXiEIJW732ZQmeH2N6He/l7sTr83Im6cTgSRSpG7M212vPswSsj6M57d70YhE6oqY7sYtjuvKs+7HcDpsPPoPzDgzBdZzcjQMDgFn/wBueA7SHDuW1B3TsRH72tfUS03b/Pai0QQvG57MIzl7HolAOY/7MQ8i7ACOEoAtAbp4BI0TSrf+osZPrIPQYQNs2v17JUNMm7bfhQd4o4TOt0OuiEuzPoULV4LcevLUz/OVqA8bmC0KKYATV5pMwW8AvQVwj65REQGcPTpI7Hm5Go+Rer8CjCID7kxPdyuiE5ADPU9hXt8anzkgFFXWosWYNCfrbs3mQ/bIomv+MQmDbgLeAHRuo8QRzjfGfzdm8YPxDuL+LXinPLoJCqwTQNiveSUH5zEgDKVRxKvY+e9bxcPrt3j78BZLKTjd3WFJuXekbpvxgsXe1awfBELmhIpqHshOvl39WbiXKe8kXywGpAIeyl5RtU1jYAMgbhyXxNBCqBtBmlqKTLY9msWV2nhkX8NNG1rbwMzIlDrQ8bvS/uX//L+Kf+k/+69gqyPsP9xkgStaRE5CqwaWkwv64SAahj05GEow5Y+cM4aIoMlJ1jt4FNOAMafqRutA0LR4QizBgQJ1WRZONiBAAV84Q33zVaNXnw/ZGBHJEsDs1NR7Mn/eenl3S61Mnu4Hd+AMnrExX8eeqN4NAekFJNWvqR4tHGXX0cGe6KfRwVGPHooKab2CmhpQ1Fo1ILdH7U1ROA4eWb8MRJYmds3gN4PrfM1AFlNQLEKnVgWaGcjbtmFb1/7OKN67yGTghQi3+zMxCBWcFgN7DXXxLcINbI8oDTCKYKBgE/WULh8PTNtUH+9IirE9oYkikaJXrwJ2fUJEXMRL0iB0NyOQQvbHPRKDyLictBv0MUe8ufNAKSIkhp7fdWqe+znNQ4pt1f/2V2LjGzpHrD67bkrJfEdOvv3XbWpMwJLBxwWH0xGn4xGH4wEpJYs8KgWHpWBZFixlFH7IToidc8GSF0AVOSVPWWMkTmbrQZC8khZ7tbw+F0QttQwMZjsuJQKrrU0LcCEP1LV92Kakz94mHpEHA2GD/F4FqWS0tmI9X7CuGwo76bRqd0AGIN6qIiEhNeDECQdSUL2ALwIunxllhiwmR0NQiWKbOMyiKAAR0CSBNoUm5xTzBURE3VkkDkVFpKDJF7s01WrRSSId5CIo8qkY8EroOjAzIR9GEReVhioEck478ncQBR7qttq1loIIFijLAmKGrA1f/+pXWA4LDodDv4dIQ5MVZtcrylIAEtS6QaWipMU4r9TBo4cHbJsVlnj71jjwEhFeffKqp1Rb5cQI1LDnrLWZ04wYhGQV6wggIay04vHxjK+/+gq1Nrx4cYef/d7PsCwL1suG8+MFmwqOpZjJsdjYpJpwVsZ5WYBVAd1+Uyvpr6x9MHjEXp0oNBbbCK6P0iefTSZtbzT9XBv5t5uL7meAlOubDkH/3OVCpE9KT/9qKFs9+mQGPSalPsJxw8PyLKzgujZN546eRhif7q69u9/zV/b2dNwDWLrux7dut4Cj6bqzDXvrVkNxgBOt3b5ajBN5dZV+/StlMpTP3T2vx29nYD6939Pxici68ffu/I7ev6uNubc78hrMuqEAv/uKNMZ4Z1RO/UN4oqfzYrOIeRyElV7eW3dThz5sOX7PWsrmZQoaHuNbUMMqwjCgSeYgxmSMzfCaOjfIQN6ML8SNeyYPZZ9LXQOmgObghcNsRe360CN3MAFB10ARAiwAOu9OlKLqx/Un8XOuXzpjhFFOmkPMIiYDmGICMDAIGibDLsAMrwwE6ABs0xQKnZKFR8dzpzz16aoP0lzzThZJEkBM3DeePcigA9AK4ChdASkAOi9SJ++e1sbcQnFXsggkDMUf8xqR+HdKDQtQqxueno4XC6m26f1P7w5wgHCWLf4fZmCb9qvYB4AJJLuSIwFIIt6LfycCXB6RDwvo8QGXy9rvWBZ7HyrUo6EUI/UlRQU2N/yiDDyzvyv1CBONfcUNOifipCCohRvDaqnh6gqmRXwAwU8BqRBhiHCPAMiZx57qwJi0hlYrUCwiLjHjdwg7wqeffY5PP/+JkWUD7kn3tB7ny4p9JnSIAJZiTlOXF7aWKGSOV9CNlB93nU931yEbr/pF03+BWY5O7hUisEY39mni5CTw4fyw1T85ALVfeFw/tCVTEnY9mftsY+F6WSwtmXWU2EvJ1dkRyUQOdgzwTQFI98azR+0ZMOQp0qn0/ULUUqKFYHO3tQ6k9CgjGGAajsm+XgJAEquiZ+98gE1GGN5CBe/yIu4HuCHkEdUCq1C4ritUxKsp2XtKiZFTQqtG5L93wiqUBqglER3qUAjxqEjaMw9c7gWhd/SFZDhnaRnmRqSFYXrnXUek+W7OrxJpsjutKvpqUbRDFVLsp+GAjFJEJUckZ8ibaQaNCqyx3w4I6Ppz9B5NWtSsn8Uz+QwnGvPur5s3JnNGLQXpsOCwLFiWgrIsyImRS7afbJFEKZtjyCqoJQePEpacoar2GWdYFCV7hEtG9qqiCDDX9/dWLT0aXo0MLdbE4OyVBk8h83XrkZ5EBh5RYogYCX7zUu5NGu5f3EPahnox3rG2VUSxqcQWcWf3VtQqlq2zVaznC1itspvWFcfTHep6BuQlNGVoYqjzUFplNufuZAdVYVWHqZmuyclS1MgVEyN+Dvw8ZIvsHGkCNgd42MGuA1UHkSQKsHhofmZLcRsR+aOtlzOGbPZzoc45ZiCfpdEStgacH84OxKlxQbHpsz0FtmcBmCNEXI4GqMiJsW0Vqhta054eWBV4fLwM/j8FwiGROJtPVxlVG9Z1xfm8YilHPDysOD+esZ4vIBEcl4KLEj7/gz/A3d2drXEBIAS9rDgtByRK4JSQtgpcVmxNwOVgzo+NYADSD1cQfBR4ZOSJQHhP9lvxEMTAMMyvh4bm40Ps0m1hOovmm2DINTBF0/FTf64rG1xvF9aHvjVOhiS656F7L7DfHMJjdOtZOzygQw2JDcQ7tju2p//duNaTNo/1+46dT3vvB7db6HS3jo/3sw9Jng6M8Qlb9kP6tftsirDpINbTpw6dUm/cQ3e/7Md9ByztFNwwssZ7tBf01Av7pO9Et9/LFQD6QS/gAxCd8GYA83qYjNKdwhO39ZnW+2T9+f2/+TdxeXjEm6+/fn/fvgeNS0LK3Ku9xFBQgCHdsHGbPngkmMeaR6x57pthX4wgaPNzUvLSu9w9lmZTM0bd1HBDWn/260YHQCCxe916qLFJzkrueJdxHAzouAa3oyJMFzx+jR7R48/ZSbQJSHV0VHUQQ8c1epSSgy49HQ0OHqXxGaed0jwi/qfniCghsD8DTWPOfj+2vgLo6WjdyzzN3xlc6qkVwM7IJN5HGtmLiwEa12g6InkiesE0FH+vujcMInKstX0/mC26qfl8mLxdiHQtgqUEhqdegc6PFNFyt9YuX30WkUL1guX+HsfLBY8PD6jVlNblsIBYJwxxjJ+FuEs3TlutZlRCURYFUZAaO+AU4+6PajBReD7tx4zeUBCt05YaEAZzc+J4RmZCYjI+gxgEN4IjnciWVr5ZlOHH3XyuOOhQkkXmVQclVFpXqAMkMiJl+z15ZbUdWA4zYHvUJVuKIUUVqt0eq2PfnuYfAVZ9KAhrHTgy7qQ5zd/mGV8hfqYtzHG80zpUdJCoP5s/326rUu2BjfBnQv96GEH2t5jBBGBEUfl8dRk4OBwVIzrQDIsgo2YniRep0GrgTuwlAQbF2EutDh7JTucj3x/I+xkcfEGRIAEeeUpIB8HCwAON/d7lT43thoKLjCBqJavbtgJuqPZ5ggzRxZ4hZOQ0LOQAh0Kt/Py0R7LGy5j6r57WE84IIquaGOtdFUgMjb033jHcn+URQurAfujDACyCoxP9omv4Q+/WSTaPcYaoP1Po3E6OnQg1zXoQfExtvoZB2+Uzoe9N3WFEPFL8lQxo2Gl8e5gLY1g+TmH/XWg5AcuC5LxGZSkoJaPkjJy5RxJZ1TTq/GIzmJT9e5tmyYHGOc3Q/3ayeWnSnSTbttkc93OF1BO5YOJBFLUpluMJIIZUjwL0dUJMLqKblYhfL6h1s1RWEBiXfo+2NdRq6V+V2eRDtb2/SUPmjG2rePvmLVotSAzkkvDi8gbt4cE4OtMy9K2yQLc29Fp/XnX1i5UMZHJCeKs0mMznlO3oSHlW14eorzsgipiEzAME3CzyxzjSZDAAAFi8Knv3VcDWRq3b5H9Xj/ZqqOuGsixQtL7+iSxKT1RxuVzQmoGEpRifEsHS7wM0C61DxIs2wZxQh2VBSgVNgFIFrVbUKnj79tGLd2hX0UUEy3J0UN/SCS+XC96+fcSLe0VdH7FeHiFVcCgZp8MrvHm44IsvfoJWBdtaUYpFKrUqaAe7d8oFnDdUBc7bZhFKUAjSKKDzA5UHH562xgSajRTsn9nFaN/hh/Iw/rm2e2Ie4UrsPr15qJTPH3XtGwuV4/qcmcfm+uwOHE1kyuSz65bMD+LHsfHsVSEoOq8aEPuP9o2kX/QKUFCanmVSnr6TRrfG6QNmb2x+oQ/euObMeaXX8+RK6ZvsD3RtdHe/4HXxI9xw2WuQ36aNTWHWv4CuZ+z6PQNI8eEHvQsa4ZB/Ve3WvWzNhcKDWdO+cYb9/V/4b/4baLXi7//f/x+/sb5+ly2n1EtPK0UajIBIevDG8KCboWo4wpT+RLa1wszaPlYWgUjYhF2ByQBzZD/At60h+wB0QGK3rmd+IbGMpQBy0gTyKAw0iLSrGTiKjgLohNgSa4fc4IGVmDUXzDA8g+QRM6jjfYF/V7zyWQdEaFLK8wAcCOiWRoAlPZUO2IeG7KS93S/kHifvc6SZyTg3rkU86qWGfIn79c94jMG8wUCdfNwBpcTAQgBWoAUQReO8Wb5ElEAYbgRgq+NddHDOUsUGgDVHP03AT/QhjNJwaJAagfjbR3QNTvxdNjd+0jye2Pd53lRjDJhxPN1Z6WGN8G4G5ziuu0wtCrS5B1ai9Lv9KBSpEJLzbvXQdiVX8Ai5JDw+XpxM05TiwCh7OjdGOo4252JTMmVUCVQc5PDQdts7zTvZpKJJRRbuRuv7Yj9/TI3JxqVBoWrzrwMMYilU4ulTpRghbAsSZUooxUpZz6Xtw4g1jhmbl6EpBc+RihrZs7vXmcj4XdKQAYRI3R3g0QD2pAftDa+13T14IWOpjW9t3odj0ux/57Cb9ys/0YL/xIxCcudV10Xm5/XIkf6162rqkVsehUDugUakgfgYq7RuUPV/MaLTta1IlFFbRBUQQKnTHkgAfGrjorQheMPUwajgDwkuJe1jGGCtD+a1g0hgqW+ydZCmLAdfX62/PwIgWn2NAqoNF/LooxgzjigN7vprAETSxAFmB9JCh1VxLF4Re8KOgLqDlQpZK7gYAOzYlIt2xa462/R85HpUTiEfxgHq96Jk51t64kgnFxWwJseAuO/5idmyusN4nPbXWAO7NGEAkdJuEQ8Reczor1UDVo/5gXnKd+U5dIZfS4X9MbVEoNMRtCxYjgccj0ccloMDSAU5M0oKB4NHnrKBAxZxlD36yJxNDItSiV2CgE6GHZkkqvAqpJYK3NYNl22DbhWqpgZlJidaVrSmWDfBcthAIAOBRIxwXYG7F3cGFrUKaQ3ni/HiRMRhzhugm6kQl2qVx2DzySKPDKARaSjlgPPjW7x98wBpByyHjNYEr795g61V5KUhkztlxKqIsVhBBeOi9H6zrQ0BwB4hbcVhTJ/VucAURbVh6fqzrX8Dw+q2om0bRFdAFZ9+/tIo0Nh4fFJJyCljuxjYP1RWX+dKuLs7ufw1vWLbNrx9eMR22ZyLDVCXd0wJL1+9wLauuFwuuJzVfZELTvnOeF0T4fL4iLDNExsHI3uEkoqgLAuWlEGUTQ5XK9zwl3/xczQRxyxsligYr9+8tv54oYLECYfDgl/85S+wlILDcsChEIKzdDkejFPJ7Y9tbWhiKfbLsoAzwDVDOWGrim1rNv9AaNxQawMu+rQQyw+kfVS1tVuNdssUXfGODYP9X3TQYVL8/LOQrQCQJsBn2ACDCHt/7/Hfnk8fXvFpQ4gwbQ2DLoxCYHL8D4UlJLuFtjny6oDYvMXN4arz7zr9Nj8bzwqMjg2kc+t8xx7V7/J6Ov07A0i7e4ShpBPZtE6KhrfWZHiQu/E+5o+IKSSdFHTux3ex6+6Ara4hTQ94pUwMrfPjGk2egN+wtmClYtHTTfbrzBVGpOEhhXv4VCG72frDM8w4mSKXwp5mhSqDqLoi7LwMPNLPYuHH50QNUKuAw7SAqIBo6SR4FZd39MC8T84wih5Z4oZIjw9mAU7ZqnW8WUFNjM4iQBvmkQqmaqHcDQYGAVO62KSVzlbEDFDtplusrZDTE3jUUTBPuWK2lLOCkYbV2gA/iMbz9DnNmASCjwN5ANY75n1iQDN6TkmExSTs19sMnkxKickaj6Dqc3fai6KSocKuyRYaD2WrJDdXk+p2ggDZjTUBsAlQfWKFAU4EsANGmuBlQXyMdQL0/O/EAC/OdzQ9w1xBKCenQBp7lA0tPQUQI2JNgKjsMsbJ3m8+HZGPB+wmQg6QzpXPZrn4ulW/lSKRh8OzegRENbmRyCs5GkcCE0Nh4E4YpZEG4FYdkgLN0wSlmbJu4EBFqwBg1a2YctdExA1ssF2n7yOtQkkwImjePbV+DI3ICMe3WjvAAPbUiK2ZyhtV0ohAZBFGHMAyeL+9Uvbpp3090wSg+3brYyseHDc51JycmHy9N2qIEufdMUEEA6j9Ghof+x4TOg9CT/RoFpr3rkk3EgVYO9gF7//87oMcdiaUT7FWdRZVsfhMP0lEUGYzXppH2LTN5qqXt1cRFBeTc2MiCLNX35mrr7nMlw2k3i+yqCfTihug1YEGMfCvWUSReOqnqhkWAfzsdNmup/SBdF3SotG0eT/IScnF7lEOB7TWsK4bRNXTHxloxnVn24+lHlNi820Qg6mBempQRk5mrEO8upT63jdBQTY+aaj7OotD7TohYGK3Tml9mvwkijlt0UJAOL9s7hnZ8ZxSbDoQ54R5iFTNyA9gLKJSjDbGdcvQWWHRH2FcEztwycB1OLv6bZWA2ux9InhnaIqOjH1hfmUxBr/LjcicJi/v8OKzT3E4HEBEWHLG6bjgcDjicEjgZGTH2auqWUqaAYT2t6ezkVeSZHTnf3AbGUm5Zy+ooK4bLucz1s2Ai+1yxuVygWwVrSnujwuOy9LXZBOFbILHi6VA1Wrk0UYsT6jtE486Wo38uTUoGnIueHz9c4jUzj/4zVdvwAUofDBAtXoUqVRs6wbihLoJHvVsqaU5Q1Tw5vVbHI4FrTYQmq0TUgdKFHXSu4gYWQmE1CueJa1QMCQlWxfN0vUUtucTW1qbpX+O1FdTRU0XWNcNUle8SYSUFTknlCWjoKCeK1R5H9nsnoHD4QB1HU/E1tmSM/jFvWfuOFm/RFqy7XEAkFNGpQ1NLI0sJUYuDG6E090dAEVrK0Rqdww0qahq6bbaqun9KWE5ZAOOv/B3p9TpO+5f3OPP/uTPQMc7k2St9cim0+mEy+WCT+4/Qc7G0SSqWC8WTVW3hm0V1OaBH4cCIkIBIJRwEEItDeuyYoPgqAYePeSDOdBk0uF+QO2DwSMTxAOpJ2h3YIZMpd1+FpnOT64EoLoKYtI3QXtu/LP3RwBIbvTN/502WPayzBEVNIMYNz2WHbS4+hvzRje8ZX0wMHAGdm/4yGl31Y1nTxx6FZP5Gn/V7SmgdHvgZ9CE3Cs/6ysBIA00X3fjAuz1m+vfmld2MQ6ZCWTp5z2fDvht2i7i7MbYx2ylMNztpJvXGmVl0dfDfI9v1fr8m/qMmGMjsq2He9MgS58V2wmDu32bSXEJIRjgbgBpv8ZT/Fbajq+IAKiF7DOvgFfaSQSQbhA5W2UaJQgvSIcTQAXSEqowEi8oCZ7q4YaWa7/slVXMW+MGkwKAKa2o1crRI1m4b4SkqkcaUbMX2GyzUK9qgwoDim6RVc8vwzdH24XDWHJjXa5eePRNpw9OxcrP9pQs74+KRQFJGzgQsQEuOTnY4mHSQB8PS+/yv7sAj3D/bACARE58WPzTMZiU/4iS6lxN8RCzzKQJmPGOkv967b3pZUfUicrFxr8k4L4MIChItCPapzpQNhPxdws4DxJ08r7MbSZs9bK3ELK0NACdbyneVY9q8udmP3eikuoe8D5+0S8JYTbehx/fHi/gwwFUir+nas+Zso9XtrkKgMqCwgTZVlB1440InK2yS0XztJUG2cKD6Upis2iGTti9ky2mQFuFFCO9ltqtJz8unDMOxEHQtuZggKWIMjPKYcGbb77G+WHF4VTw7/2b/zr+6G/8Pv5X/8H/AT/m9u/89/8H+OnPfg8a8kIMTGJKyIfkhMvGV1Vr7fuPlbOPtTNF4KjRo5ph5VESs17joFFrFgHISuBOqDyRKtvVXMfyNCr7yD3aqe8zPbpDeNITGOQuC6LY36SDQ6CoemvHBx+GAQZmLDUHXKLSrd0/vN7cI2xGs/Ew+gFCtyod8BQxgMrSo5wXisjwZ3f0RSRxj6KTBkiDMqE6oXkM5tM9dLOUUE8xa63htDhfSWuoHoFANLiP/KX132c+MPX9I8DaJtrnSV1XBI4FWAROS2yVitSNQyW0Vg1AEtNppAfAJmRYwY9GhBwclf5OosKbvXIGabNoJNeDibwenMIjFb3/hhAa8W8HWaZ5AcCqWQV4ZNESqaeDD0c1kU09gY0X8bALbF6mfnykZkahi7W4zhCKk+sOgsGpQp7i3CsN+n7Rk9Nmu4cm+gq16Ocg0w7xHBWbZ7qP3+mWGfjkDnzIYFKUknF/OuF0OuHudMT9/QnH0wklASVlLEvGki1FLaLHAJtTycHnobarzzXXCV3VYAUu5zMu5wvWy4p1s/Sytm6o24ZWV7TacJYN7XIxwL6GrAHycjBxUcVSk+qGzbnndjKBAE6ERhWX7dGjOAmJqvHwPDYsC0xmiPEG2Zxq+PpXXyFRw6v7T3A4LNDWsNaGFy9f2XqqDRUV7LIPlFyuK6iyRRol1yVRjd5QFY0ERRU5tS5fTm+ABsF6OKC5U9kAFwNml4X7+6jbirqdIXXFz3/xc7RmxNXMVjntfnmBn/z0C9OR2dOkYbLn4fENRMTkeDLgj5lQEkEjZdoMKbQm2LaKrZqztknwvCm2dcV6OXfb/tWnrzzd3d7zum6o1QoDlKWY42HiLwtb8+XLF2iixnXlfFeX8wU/+/2f4vz2YqTXWN22y1jIOLVSOoBAEDV+Kmno+27KEalIyL4HrpeISE9gylhowUsAlRO+bo/ItWAT/sFKgw8GjyIfGxjADV39F4CHUFvpwZnO49quVuhUiIa6ITYDTjN0cAv46UDWfPGrw/rGNLkqyT/vth+eF+c9QgmYFK3YYMI23CsqV7FY723z5nn9+a/bZnDj2SMoMmjsnQiGvTc3pomwEjNAER7E58GZAcANw4nYq2F41YL9Db9bCKOPZffKWb/fcYa9RXo6hh+SjEY+33T6+3oe2gQcq+DXb/NauDF+Ol7qjiQUlusdBl3v/w+kERmXAmDGj1WPAjJOzlkcIK6MKgsQqG5YN0JqRgrcmoBogRwqDgTkdACoIOWEez5ide6HiHQa8kMd/KEpZcsBEtVu8IuH1kMBDnLt8NYyTbxBiq79+ymdHqTPnwBu/P7wd9caUDcMAuk0yKzhn3nUWUcAzCKafrw/bKXSe47dvK5V7eORm3L1UnxOR2QNzePi53RCaj8mFYy0NnXDiDCWm4wwAsWolhatqf0EoXaDjcVa7djs1pETrPbnDbBM2X6vtRsf/VnexXNGGNFBqhgE4H7tnJ+Ce2NXsXN6Kp6fE8BUgEsdmMLod/8b4+9SwKmAUrZnBtm7Dw/XsCh9/A3kir06sUXwKSfngzgbOXBzY5V5cH5p88sOXpOoJKRa0cLIJJMvtBzQ6hkAe4qOVTXxQlAdvk8c0SSMkpMRepdRPY/pKYfOj7GFDG5BzoyRUkAgFE5oqjhfLkjMqOuGXBaQ88Ps9gAnBwrjWgBExF7XVWK/CgM6jYgjmuaqQj2iDOjz1X9XAFVWE11OcMrETuMV0jJSH2/odJFCR3DgyNOQBlK/a6pmwMxFDPb6WNzD5JiqMQ5FARhtlvqhzvEl2pwcW22vSGrpLAAgMghbp/urO8IMi2t9HAeX0QYRQWuKTdRTXoDzpbmnfkTCt2pgbYo0bJf1DILEcWIV16QaaEtO/jocDxKjjKi2FlXfAFhp6hQGeKx9A9W0EqpXQsw5YUmp623kOn3bWpdL7LJToR2PM3no6eMgiKdrRWRZn2PM6PsfTf0Huu4lUkFoxrkKT02hBNYI1Byy0NI4nQw5dCtlc4IqoWUBqUByBik6UfzQSgnEBk70iDyfd9T33WkfIANWm0yRU+IpnEn71jLNFvgkeTKPf7camUGdEg55Qcj8sjAOB8bhkFAKoaBhyUeUYsY752zVNl3PXTJ7GXd7T1FZjZktqgSI4BzfPhVbbVbFUBtIxNSTlAy0pYbGwPp4xsOl9qg9ozRknI4W2V2bRQs9vj0j54RtXZ302igUyiFDGlAyoaQFylZaPpcCEcXD2zOgbNFLYrpqSgmpJCxcQJTBZPMcsGPqpqh0h5IBbQ11s9TkvBQQkleABKooOAkO4klZ5DovG+ibUvPMDpOtTRTUKrLLHyUDfLdasbaE9QLXNxqYBTllvHrxApf1Ea1tJqOa4Je//HKkvLrMNmJ+wt2re6haZGfP4NG93WvnJhCHAAkbysb17eu3OJ/9frAU+1/+/Bf4/IvPTN8hWGSk6wsiisPxCAQ5OCzCsV02LIu9h1Yb6sWixf70T/8Jfu9nP8XDwyOgimVZ8OLFPUpa8Prr18glQ8XsRlaTGsvi0U7uDIk99yCKje1zcEZKzfzH1VLymRmLVLQkED7CdpcVk0L/g2gfHnkkMrxIAfaQwgJcqW8sT0xr9cgUuhak+2NunPnxrRvEvhXcUk5AfZPqXqvJqNfpWsAcSg3bLOwik5fpRp8nPf9mypM+fdKPVYVvq1LftoVGqn1rpOm/8Vugw/3OevXdDIzsmvZx7qmDPnYyyGNghIiEcakbM+JbghrR60FkbQoZDcTr6QluzFy/xzlmYvfdrXf9oR37Ltp0rfmyvY9TYAuRof4dC3wX6PQ9b5vICEXncJ82z6W2kvKcwuAFArAzI1g97SYIOy1tgUi6dCRVsCpyzr7BjXLhu9Gi3QAPo19MSTYZaqkeXMoAFCJdrVcLm9eRjmvNc6srzXwFLnRTEL2D1xxBnUBxSqOaKml2LYLI+qWK4NaILu1SrHpfp/syHAAJ1EtjAaKTaZN6ehLDGB5nkCq+U6CtABY7P4hMwdOzOiCo9el6CmBFp8/J0+6ajGeNgxUGqqTh7d61vsbVrhPjE5/PoJQrPuNd+HsgwZM1HymPQfI6P8dcOc7X7G7MmWCcVOye/zze8RDOfo5HwcmIFuryzwmuYyyIFKd8xKM+AE3RICMtRoGULIUtQufniMYmASpJ3++iylPd0AELoolQ28GnGD5m47UgVWQ27pKtnQ0X/BGUun1fG8vLoyucT8oMWwyPKsgMDfLoHOfJCYWcO4m8G8J29b7M/K/hUAgR5vvjjmDayU7DMO57C2JKDh2Mw+sL+LKO9TZ0s0hDFJUOUM2OvT1f0jOD9GSN2n206yvj3777N4VKg9Rq6Sp1BYigTkIO50CKfkRUuXhexk7EhI4bY+hRTEPnGeInUkBICUwW8STNymBrtftyALABCqlCyCOm2LiMJMizm3gZ+nkd2zkRDSGtocI4V+DGTqSZhk6XpkgbduJzJiMizikjgfp1DOyy6AIk9HE1FTLSg+YRslEMGSGxNTpHUQ8Ais0ovp8i0vtYw0uJezogR/q5n6/O3TYX4TEAyyJtiYDW2Oemz8sYNgKuI45i3gj5ylHdrcHW6pMezltiX2sxJLv98ne0cQLngmVJOCxWSW1ZihNkOzE2W54JkxVzSMTIEGSYg6OC+v8iosRUJ/IAXvVA38hqIQN56uoRRpulNImAtEK3FbWu0NVSP8mvJR6dqCK4nM8wLjObx7mkkbpWN7RWsQLIW8ZyKFA0JDYgIpfirz10MXdgC6GJoLUNR85gzg5CJBAVkKeP16pQhs9jk+8KQrtUEDWrjKbAVhs4VQfn2arOebR0awpmS7VKlPAWDU0aSknOZQdnG1BUEagaaBuyxKh+CMfjwTP1s8l0Iry4y/jyy68AaJfpREAuGT9jW9mn06FH7wOw6J1eWdIr3fm7I9AuBfF0f8JyWBBrqW4bFIK3r9/ijXoEvTdVxctX93jcjK9KPLI0ov/C7m+bEXbXWvHFF1/g4eGMZVlQ8oKcEggG8B0OCy7rhsTFHBkuMEopIDBUjUjcwlQbGjdkAFRMxyYQ2qGgbtZ/BuHQMoxIvBixelUAG35IANJHcR51JUKHHUHdezVtGmoTkFzxSb5BhcwfF5xShXp7TrA+/XxWXAB05ZUm5cTuPJ096eGzJ+4aeBqbfURbzSfauddV3J7rdWevxzClnrSbQNc72rNAzQe0ZwAeeqYf/X5Epqj4xhw8Brgaa7va9G//zzDiehW7jl6M+4Tgbrf6+YEAzW5udI/cMHB2KuU0P997va5QPDMf39uz32ALQ8AV6p5mClhlsDDZQnEf6toPWqExWoyhdJKDROrEdxSGlvODzCmtyT8Dm6dZxdMoe/qW9mpaKaWp2howWVl9ffTG8R9F55xS84wSs6UyVU9t6qDT1fUCEOLps96m90WzbOIpaiVAg53gmsAI/46BUQEMTxVcmn7i8wBunp3wG0BG1NyBlG4cxM8MtgHQxcYDZhjYsQ7GVDi45tFU3SD2k6NCXnQ0FLXrH5q+rzLkyey1v7kWrt5vH3d/xzJ7qgNAoqvno/29rt9hN4pifK/6BmBUi+uW0f65mACk/ZzoYx3zcX4PjODKIifQNADHyIKph5RHKWw30JpXkqH0RBTGPLfryG7qhjI4RHNUBHMllTZLTQABljRnQFHyFDiJMuQ/HCXr27cr3UYFQjSoumCyLqqpgdM0rtzT/phSJyaOPb6H8Zvw34Ec6G86ejFS/hWhvo/puosW1/Hv9RTUubLhQK0sFcjnZBjss3gdvIlj3s+78AyyAZhIoZ3ooD8nTeeKA0Qeax3penVzouxB3G6GaKScOlg6LUFR3WWsAiP1zIigZx3H15dYH5o26LYZaW6vAOQKdtyjg68AlLzKXvTJIgJ3qfREvc99LMQqQcaeb2lv4tXPFIQ0QKMgr3eQnEbXffz2cpCuP1NAewjSmBCWxujRiEwQZXCXRdOWSlNUGqGDcpam6H/7jcxQNWBVp+hO8YjVAD9Ndvh3zVKqowjQmJY0sqGnPmjv3KRPurgWTxmabQGL+Bo4v5U0J+xtjGc3zh93IzZeraVgyQmHklEOBYdDMQCpOIDkkV821OFQNplltFgKhngUCBl5NXSyK4bcEE9fEidJhoqtGecaqvWC9XzGul3QHlsH4q2K1oZajc9mWQjEAWzY+9vWDQqLYlEVy/4Xq2zIydIZc86uBqqDF8lBY2DbDNyNMvRNLKrWggoJhRJyPoCcfoHU9k5RS/8U11eF2LiPmoCq0TIQZ+TUrNABJaQ00nwTFpunUDQouEXkEfXPSvYUVZdfJIQGIFO2VMFk6fhGYM04Pl6mIhkeZaiKX335FUDAw0PuoG0pC1588tLAY/g+FnaJ66ejsiqhFJsbsfK3lKAQPD48dIYAO9mu9fhwhmrCrgIkLF04gHEmQlksIqykBAhwPB5QcnECcVvX6bD4Bsa+h9n8KzmbPBYA2kDkkZ3V+bcCWCeTOduhdDlxkhVEwOpE6w1uZ+iGW7bl97F9FHhkJJmxiV+VpoyNG0PYB/eQBnlePxfA9AmmP58bttufm1qDPmHjSN6L5gBangEdrgnsniWzi3u8C7y48V1Xl3QQST97+nuu9WFtUlZugEzPRnh9yP06gITdSzFFst909+W4nxt5cPR3f/Z0HXRlQqcrDSXm+Xc5P3ts+vNmsnvPH/CsV1eeAKn3nfxX1EL5cm3G1h4QghsAAiT1E/q/3ROiun8XCnzy+ef45Cc/wde//OVfyWP8em1WMoKTiCx0nuGeKSfNJoWqRX8YGaflXMOrGmkzz5fpzgoDd3wecaQy0vPvv0/lMOTDtWmzsIfZE3m0CY/Uq3n9uDHYldZn59ukiBJ5xIx7+DsgFTISGPw5GOTcIBiBzQHQ5qkHMskO2ltrUFeyCcNtPB1DAHABuGCknXUz0sYEya6jXnFNCcbS3WDcUNP1k5hThtMeOJpAYbs0zx3wfkf0jZ/bwR5xAmtBr4wWrQM200/0Zyav3h039QfzM/s54uM2y4+djI7vb7zfeJfx46/4CchF2KdN9n6ONQ/AK9CFZPXUDucXoWYRxk08yqjzMqkDrWQ2tAigFRrh2QB6VIcqVKKyk2IYY+M1heNh4IgCRQXShnywcWsiqLXh0jYIVY/aS9Oc+vG23/8bfwOlLLs9ywCeAMABsKWEJQ6l2uWgR1lGZSJgcnRNcnLe3vpw7ubl2I9naMmx96EL9guMl3JLXLGvA+l8XXaOREQSBUgVDqrod4A1spefrovseuKAzdwisg0YqVexnEFmMCnIebmMeygcL+TPqxGp59xuPcoIHp0UQNH8r+ro/9THGYwSrR7tZEBQ1y9UBzeeTjppNiNRPWUt7tNaVPyERwugA1hMwTAV7z6eq0FkpIAyjYpWcN4orYKWmheVcJLtfpUxSYau4S5SQtf1g/tKNMCsEf2twW/FsIifWVNxfdmMf+m6MxG58zrmsSJSMOMcCstNLcLMREbsybZWBldWTIb9k8WI7RtNX87OyGEbGI2g9UnIUhFTALyEJwGpvzONGUgL0vGAw2nB6bDg7njE4XTA4bA4r5GBR5xSB2mIIlIs9nNFISC5Q4NCLopA2febLqsMVBRY9ByYUT2qSaVi2y5YL49OoO3gEWcQEba1Yb1sBiKJQpSRuBkP15KNM0ca1m0FQMiZkXJGSoRt25CK2Ti1NmxbRROgVasmFhGidWsOaDAe5YImFaUkbJugVkXJCctytEisVBAFb1qtqFs12kROUDY5ESnktSkoZeRUkEpC4myOFyYPjvbSB5mgq30e/kMDj4CUso2dBnk2+RomEDIsMsrmdKWGTz77dFf0ALDU2q+++hogwtu3zu+kwOl0xHIoXbUKwDiljFQMlgidIcR93x1UjbRfGcfT0XUR7VOMiPH6m2/A2SvzwYApTgmXywU5ZxTOXqXZUqrP5zNevXzlNoHPteGVQDoVq6bWTKYTwaN6rfhAF9uixrsMl0lk87gVwVJyB/ObLGBiA4+k4kKAbDBuTr2OZvx+tg9PWwOGkRleIv/umrNHERuuC3PWrr9GpYzZE7QnSJ1viGel7P5u5L/dEPfTZrzzJuiokBFCf6eMXwMH05/0zDEf1CZb77p9FM/MhKbeut5Q6vTb9fOZew4dcYKE/BfBO8iWZwCDplB4DeN8GH2K8BaE4or+eb/G1XN1b9u+w0+UkV/X5vht2izkRIxz3r29ihi/YZD1aY95zASRmPgcPhrv9V/6u38Xx/t7/F//g//dd/oMv4lGlAexpc8zJU87cOAosfGASI+Y8U2CLYSX2MJUlS1PG539y1NEIkJpnpD7XlgqUHAqEdBJkCdjJtIfehUWz0d/LyDdMYHr48LwYgcE0vRyaUqBEgcN/J40gTDRB/kEaK8B3RxAmgCLWda44dpDKfu1aIoOuooKkjg527+qPgaLp6dVQKeKdtN8BsiAruAlCqt2zh1VOJ8TTZatp5URRjpgRNp4eXpIeMgj0omNoyg4rKIvzPvP4GPe/+bxbgL0imireH+d4PbKemXvUzxMTyfzdxtzimG8TcDOuNwBUgBQGiCLj5UPFGNER6E51Uj0T637kU3owFRrzUh2sylKREBUORKpxnuTAOZiZX+9RG6kq4krWd0XzKboJwZKVtTq6T1YLS2HDVQUGYZgf66+PdjYPi+/fhzt3/rv/veQOfeKLyZ2+OmBTKA0EUSTOfmMuyX5PktD/wEQnmGRQV469gggImviUwnQUyN9bky1nT4wq09Xv9H0J+kc5RtRNWzkxz7nmbwaWgA1rT0Ru3OhFFUd2aB93ihUyYMYY32H+PLIBv8f8wwbXD+bjYXOc9JBCRHjAamtQmpFkNfa8rVoJstCtkgBFUuLsXSNtlsvlibn+4s4wAF1kSHux2AAjNouFinlyzci8ojZiLOn90HMXhwB3WES4llk0ErAxyW5U6EGP1Ot0NhfnHTd1C9Ly4gZEWOzLEtXmMUjuqSJyYt4b1GHOcA/sWhfxbAVFENPN2DJ9hGroIqdttn/9mcsnmITpOZQBRaGlOJk/DxRaVh/aJpTtgyoG9PQvQ3wJIKdR1SnqO72/J5e6tGVNyPqf/SNgeUIvrvD3csDXr0quL874dUnn6AcjgDBopA86oiYLbql8+iYPANZYLWpH85t5AuVYOlMxITcqxxahTTFHSx82YuUkFrU0WacN21bobUCZOltdWuozYixrVIbW5SLEpSs0tvd3R1O93eorzcwJ+SSwASs64rz+QwmxfF0Z+DEY0WTDU0U96fj2NLI91UAl7dniKzQ0wnL0rBtDUsRHA9WNTVni4ARRLrpHNlr8mtrDZsY8T41hThtJS0JigatllJeW0ZKCadEWJvb6kRQhs1PVSSK9FiTEZlNxpwSeaC3R2GS7U+XKuDMWHJCyQwmhdYK6sCfOtehYF1X/P/+v/8IlAzciX3gk08/wU9++kVXj+YiNQGiqxjBOmByUagNTIIAMOPVJ590Xd8+sgjclBklLcaP5FUcL5cLDseTR6LbbFW4+qXVqueJcYYSiauN4sUbfO+h5AH9VuABql0lZmoQyWilgDyNEu0ABuNuOSAKP5y9yiXWR8yVK7+v7SOqrbkZ6m+1C81JmX5OJA5g6UrBmI0izHDE2LhDX3xn36bzGM6TAC+35xtW7rn/NClCskMZY7PyTrvSH27eW8/zgW3SQnZ4zxX48eHXU2weVu1y0AXi/nof3c/3NNH9+xvPcnWfq0cZVVTiq/DYmbE27KjgvQhHfQiEjxibZ9qTsZg1w6tGfENJ/ytqFG5RhFDy9LOPHAKi8a5sTC2skiiP8bwBhPR1/gNqppzlnvduUIApGuxeU5BxuDBpr3BOblCQRyhBbYNOHqxisecCcLZw3moEp7QTB67JqEIvF9CyOJCCEZ1jO4iVnYUDPJ1Q2tPWmHDLNgy1+GlLGFq2AtqARhaVkhJ6jL4dYHIsqn0FqBCAhZBdL5GRVl+vjcborJP9HAxi6p5KRt1Isedv454gGC+PW28JeBJBEmBKeBh7P9TOrc0NGL8XrsYs+tC73zzayAGaAJICGLte50RWLY9oHLvrG67AOxrvMbkQ9oiA3ea1GtEjOAOYiKvVx14bBvDmY1fbtAdhgH6cxjtIbhRGVNMMdmXnPFL4/do4LxCifm3qWxwbWza0EZpXfmIIko+3kDnHmm7QqmB2FYIBkhVoX0G3CwhASgWcPfJFjJAe0tCqoY7E0Wcrq8tke3RrbbeXJWZIYjhLnWN2PywZ9fHNgB9iASsDTnKfk3lRSdVIzB1cMQU9QaHd4JpJxXu0DYAn4l0xFRUw0KN6BFq63trJ1PGZqNguOVEAwMhLu+yagCglu9euohj2Ohz8OrWfF4t2NshtDogb6eF151l/00jDjOk0nF+peATN5FBkwABQ1T7eu175XDW84/aeLA4GtealomUDMaNCsdUNrW6QKpb+rAFem4wMTigNANnHWfxdtyawQvTsUQ+xhtkqpQnQmuKU2TiMYDquVQSyqlW5lIl3xK7PV8UA+pbFY/R92AbYo4CwgoX7EZ1NSwRVRgSWhK4nACWP9u3G71S5dLpPzC2RKB3eLBotdEgi37+vZLi/7LAtOselNtC2gbUgLYAm75NHthCz9Y1MzhhvmAyA6cbLNlUpPmdwRHOKAQ6zg1cVlrL+dMr8brRcgOWAvFiE0SEnlJRRsvEdLYcFh5yRU0Z2YuyyLCicUBYrWpJSQiaTBQognDdW8S/mjUXLVY/oY1WQKOr6l3h8eEQCoUozgmnA17GilIRSEh7rCiF49FOGFgIcuHp4e4FUI7jWZusKRChlwePjI968vUC0gXNCToytNujjIx4fL0aWvzU0KPJPv/Coo4rq67PVCgKjHI443d3heLpDWQ5QTni8GL9fktUZCexhU84AiTkJUoZSwkIZqdmKEwfFBYq1WnqdiZyETQVZGdxMHitTlzNVgUMGvnl7RhMj5mYyu7pwAi+ma2e1d1G1Ysn+OdCdTgQDSo7HBWUJqIFAnLDVbXAPNYvg2kTw5u0DLpc/R7xeZkZKhM8+/wz39/eIyPHz4yNAhKUsT9Q4VcW6bWPvcHEuKjgsR7vmVBAlMdte2vEIso3Ko7KZMlpy+QXa6/8BcJpnDY2AkhIIDVJNf4Ko8zYCWhK21QpcMNCLf+RkRXneqAdO1Edc4w7ft/bB4FEgm64hGDL/rALn4dM+OfqGiLCjIkpg6K/A8+DT3JjYvFNARyFDgcg5QclI7ALtTGCIF9i0bRcdpHjmQa+fBEAPSn3maffn7a79zH0UuE2mPbUnHgqdw2TfbeJ3peg7iLaZr/n0eiPe67o/9Jzd25WNYRpr/898xDjufe2599nHK0DDX6dN8/ij0Zyr60Qzr19zm3qUPB7HDgAJiPcukJ3SFIouAcggajfHoyt+V53pSt/unO9q1vzmG4dnL/KmiZDcuw4AjAiHj2fah4X2aKAgGAYwqrYZiECJweqe/IhiGRcwgADAXqhNY7gsYElgyeYJRQX46AZ9RJD4NQUGkrRm0S7RqfmVP7e4uuET39E+simetW+SAeyGxRDpZDJFybjx2siAJCis7IcbkAFeAH7+VT9pun8AFUQ9cw3iqWqxvyQHqwD0ymW1dpAuQGUraT9FOQXJdczz+HtYQwN0gv/dCa79uJynaLCnw4vNK9mBHIARIC32g2Y7ahMMhNKfI/l4BR9V3N8e0ggThx32tMUzzHKyj61YvjwBTjToRN6uAMVUycWivSSUKh3RaA5ekWYjiE8JVMmr2bghKwXabF6W6t2vj5DLNyjFXuZ6qZAmRrjJCqqxVhhQ8+papEcCsT4Rycxs1a9cf0iJIcSmqJKRKr9b9/hxtEiPDZ4PsAFwALpB3o+NtA6PUOvVovxYbdX5JK4sdPW0Kq9CGEa7yihZrorYlZ7uKeRvQ2eD3nfuPldt8vWonb7B2WcBLHRn0txBda3NARK6vr8DOCriukQQVcfXEamrY42r4nA4WJSBVEjdINsGqasZPBQgmO/1+ryuSCDklL0akhlMwa3To+8EgAiqOrdFrUBrYFj0o6V3tgGRRXqcy0jj9W9WmSmid3TiDoIZv80NQ3DCo1f1iTE/TINCPNIyooIyKZBL6oTF5PxnKbsBn50o1jpoPWUBCUN4jv+5fj/oAFJzoEg3myxmnDsNBvnep3u9hZTAOferclTSCufCmAaeuhJiXGHk/6k74Mj5nBoa0BKWxogqdQo1HSxbWlBr2qOk0NehG9kSa89/iEAT4Up3+NnE9GGnXToPAb9VB+VvpZUMXgqWZbEIo5KwHDKWkrAwoxD395vY0r/IdQGLHE9IKRyfXvadCCrJVZUG2S5WWXB9BLYVEEVOhJIYoorz+QxS6kVLSmakFy9wh3tczhe8fXwEUKFq6824jsQJrYEXLz7B3X3xUu0NTQSXt98glQKDhWyOt21Dq5binVLpy6ZVk2e/+tU3VhWTaKS0tQ1EallL+QxJCZUIdzjg7liwNoDX4C8aslkpQ1IBc8EmDVwOWBYeM1QBUXN8VieTFxFUMv4i2kJVMBlSNfjagPNFPOpGXUYoPrtPeKiCkixpUFSxrRukKO5fHACXhVGxMjGwgKGroiwZlBJACcfTAf/c3/oc5XBEbQ2X8wVEb/HVl1/iL//Zrwy0iuIPasDbixePSImxHJeOR1QHX+atg4iwlIxtE7RI7W0R4Tlbq2YzLKUgZe2p0mHvK1vqfPAyNgerKSWwj1HKalxQ3bSabCz1CqnufCslW1+3glUBhhqQqQquK95ezpNDAE/E6fetfTB4xJNioAEieIhuVxjiYHKEjp/a6xEifH0CgbyKlYyvaH8eYAoBhwIJdMK/+XBbNNKVnoFATnnJTEie7rPjhpnAkQ6WAfsgjckwM51sr8iGMvS+Fn2J59pfXp9sMP2ZR0cQt59DuONZfm2w5FajMRbUe9DNsWGj3jj1ekyewk3fQZuf+b0GxtPv+1j2y3VN9IPXsoWNX3drXGe+2T666GbipR96pfh/aF+eHHut4BF2oNjHXf5703rK2gTeGLXiVf6w4yI7O8oFNrMpzClldIJLaX2eUlJoW0BtBlz8X84gbcBWDViJVKMwfnYARVTCYkylZvw6o/87gGqeEtfrHBgvWtSSpzXSyHyl7o6bBiH6FCDExoAUB8gmQCKisLqVefMlWPQST2XuXXm2+0e0VXzHMNAI6DG+BL9vz0EZ9ytOwM20T4/r4zZH2kybeJeNNNLnMgN5ca3OgbIoXx/XIkwpZP5zOzzsuQEZfchsYdHxDvqYR8palKym8XzzuHaFojngE0BnNzv92lOEhmI8k7K/v2jDmLZTLapJqilCDQxFRsMGWS/IHNEB1dYYW8QeaoVotdQUVTSpZjA242VQsuqEdrxFH+WU3Gsa5J92+wBKLL3HQb1k5cIrM7iJcw4A/5m/88f4H/29O/zP/zf/+494Hz+ctrg3UpmgyYCDuq32pY4pFBXVUvKyyzQcEB2vdcA0HBTAtPeqA3iRwu+ADXUgdt8vEx8+jxwg6lecxVIY5fP61fG76YHonTQy23nfHeAHVLtTYHzv1wqRFEATX3UiAiVjrgPQZullgxxfgzLHgEsZDEHGfSQDMJh0rx3Q4fJbmloVoWZcJqIVTGwGaG1OJK8g51WCuKEV8n+KPjJaNn/3zaqMifPn7PQRB5PEKyx1cF1tXGtmZC4WPdvMkOFkZLIIPhM3Knv6G9FwuahVVSRiKIVDeFTS63p36LJo4/2F41Ztn43PK8iDbi1VhhMsWurKaLIotdse+Jjrtr2GQ9t7rQpohbEfsDmTfC5J29AqI4IP1MeeLgJloGSvtARxR/XgYpqKAw8fEWIOmgyM/STI0ptHq8SijEIdvzONM3A8IJeMlK2C35KyRcJlA5Jy9p9i0XElG48bs0UApVyQklW7hdoasAjMDFJCqxvO2wqpgstlg15WEAQtMTYCLo+PxmcmBijkVIy4WhXrVnF5fER9OGPb1l7NsLbNomVBABK+ef0aCgMxy7KAcwblhG3bwEQ4HI8GwtQN62rpcgQxR4xXkFNRnC8rshpI1kRQVVEFBl4zgZcFSwNyVVxqA28JtQI5EZiyF0jwTBnXqwwutoqrQj4FiZCXAtkaVlS7l2Q0vADAFh1YTRZZyrADowHMKGNrbITeahXY3nK1qLBMKEVNJ/bXvF6qVT9Ul++uU6uDbTkXpMxuittnSputd09Zf/XpS9y9OHgRAupy/y//2a/w53/+FwAUTUZK1x/+4d/E/f09OHEvvMFOy8BJerXJ5kUFaq1ImKLKSb0qM0EpdQNbQRaF6vtgDfGvVkQkzY7KBAACzQzogsYCRoXh5A6+wX2fRDikDM0WcXXIGU2LvU81cO/CQHu42Ev8HrePizzqiom60qF9IgDYbSSh2O4Uiie/oF9Pr797h2wdx9IuesfKdOv+mqFzq0A6SMVeUWmEPcctNa75pA8OCe2sce0H7fa86Q8K7xwCALhSgq6faX62G5/F9UdE13SvWWO8GqPvChCwMcK+al58jogCo+65jPZd3f+d7YZncmc0XwNqH7V/X0GCMt5c+E4xKecf16Y54srV00P2C+k2mDm+/7im02/x+w9Huem2NVH3vofqCoS48pXPVp1IPf+9NYFqhVVLaIAycgESO7kqaBBcpoIrKTd1wv+9Ln/ejfSI4okOR/QKsANVmKa0twBF4lrzjeI6/vtkmFkfZJ+WRQTg4vcSdJ6iHm0VG1WkyCh21dfMDYhdHgt5hM2cnvdkUHyyhuybDbD5GdVBlJSMIDsemcjApKMYeBRjNo9hWACtjfGbSBR3LdLXAlTUq76FZR6yffrY+rwL/7rxzM+0bhheyZ/+HDGO87jROHeWY9LQq/mxP3tEOqk/ewBGqvu50VagVTNatY4otBjyBo9wIScr9YgXj/qKV93caSNqSlBzXhFtZohH2ox51hpIGJQzjscF21oBqJUR7kU43GBvipQSahNfLrG/2vpVrVAQTocjfvr5Zx829j+glnLGf/2/9W9aBIjrG+FM4pQAiZTvmJ/BYcMu76ZUK9chLDvQjnWJ6P8NMMUr44WXFjrMZY/OgMvCAJu66KHxjqJxzF3v9yCPHjK1v9FYX56+HsBJfwRMehP6ATsddEQXMwg2blbtdwLEQvEH0NSqrHVOTlcUO+jgQq33w+fhDK71+0MdbHJen+AzQnjNxTJTZ6AJ1N9pB7Rmnbo/6fgf/HoigsTsIMZ4/uaX4k5GTt5vRfPUUyGLwm80xj9HlUMHbFXUyHdJnXPKeUqYnSs8xmTotCPazMAuqXCCbB2pa7tno2kc0UnPjWR60o1p8JTu9G4Ku8LOo2m+dW08+urVIpUYiuTVoJqVaO/TiqYsCfshaE/1HHvAULxiXsb8CeBIZZqXMfdh3wc4bgbuD0e/+rVbzqCUUcqCsixYDtmqq5XFItAi2sh/ckrI2Sp5pWzAEafilW4TCKmn5WYsRgif2KII14qNMhqtiKhBi7ax99LEANyqALPzdzmf2pIztsRYvXw8kXbZQ55aSkpIOaMkQNuGjWKe295ODswejoycjs61aYTKTRTV5c5WKxrZfKweYdNUvWqwpaGBE6oC53UDYfF0UwZx7oCp2eRWBUxTcl+wXaupAg3YVA1c4gSmBVUP9n2rkM1lVeimyaJ9z03gQZIQIQTP4OMqIFYsjVDEAKSyJKweiZUTm1+O06CADB62Xq3MCiFIre4HS67+MYgylsXeW0oj0vAnXzTc3S8QEZwv504N8Mtf/hJffvmVg5CjWt/nX3yBAGqZ2AEeMvWyA8xmF9TqjouQQ64+mw5FXrkx9OFZBvj/fDOM34lsD0y+5yYmIAXyAKAsUBDWdUNmxsIJmrPNy9ywtQ0tlaHr/dVYzx/dPoowm67+tkk3ZQIACNUgQob5JtP002t3w+pGo6vfd2bUlC/dozPiPWtPyHH7zfK7Ncotkl2NgB5N5Re6ujd5aO3z/aPesfmgPbkkAdB5sG4ZN37gbihic1bt4Fb3tGAevwlMu9psn73Xt2k3LhXepf779AR7VfB2P57bSj+41889Xyhn/Ub7O9287wxIxrk2SfY96vecI4ZGOeSPan7pJ1PIb/vkalfvdO7JO+98Y46UY4+cAAEAAElEQVTvrzAr9z+MJgpIs8gtwD3tRG6LL1A3BoJbgXplikHgpwG4IJnplJ3g0raBEHh9o7jd/Lu++8Q6lwEqdYtrlgpdgE3RNMCeB8knyI3TdveO76AYydnxRQXCu9JBqmnSKY9z+2Scrj+HB/f0BRoC0L1gY7OYvosOq7+wuCfBOZr8M8YURaQWLaNifef8VCB4VZvx/P5vJzD142JNR1RPH5r5XWDqIyLHeYy14umxH7pK5vfP01gEsJadwyrGKwC16Hv/V6dIoujD1TMClp4WgFwQbwdRuzRYWofLRlGghZHjOzsBnAhZGaoZxpkWUSyR2qiWVtDIFFGPqgCpg0cMpdYV0wTCsRTUzdw45sQxTipz7qgDVfHqyHQnGNF9VKjpr+H7qVP9Wi0x4+/8i/9pBwX24AeBOk0YwTlakoHAluUU8saVWBgAyDKMIJ9BfhwAVShNIf1h7O6I5HFjwKnLw7FTxqHT3un36BVxeIANoXBr9ExDd8C4oiv/EnM/+twrjYlf1sovE9gJjiN1FBOhrut6Xd5fybidR+xa4x2fYno310cOKgUDkcQrG4bq0CPvo+qOj3nUng3Pdjx/d4oQQT2tK+aAKnakrfZI9t6ogyreX3if4SWom1VYSl4JOSKvVALEsTWrYkTfVto6nncoK8Mfan1WsdyBNr0bBIgSgBMn36t16msfwJg5NivCKAfcmB86tcS1AczgUt9uIoh03nb8vVGtRrbsZMwx4kSEJj1eamzp8W773KReC6MDfBOg2NdR7+OwOZj4xsz6ETYioCxIdycc7+9wdzzhxf0B9/cFx7sFx9MdluUwcbRZehp7ZCqBvHqZR9uwRbEy0KNZEwoSMTQzdGlAFci2YpUGEnMKqoqlPzt5vjk9mjk6vHpbyoyFls5jZFHoyXnlGOfzxeYhM3IiQC2aRZWQmY1ruQGcGafTAem4gJB61GCrDZv/ZE7QJh5la9FtCvLMcwODLIKI0YSgTbAsCaAMTtmqrhEMAPfVExxHcECzarN5TIqtiUe/EIQITQi1CWrz9FdfH4H2NFUkp5i0IG7fO5RwqYrMDpBkQYIBTE0rMhOYFkvrIvLsf0VEcQtoFPGFWsQlqxeoIb/P7PwlGA0H4f7FC5zuDrDonBee1qv483/yC1zOZ9RGuKxRKRIoh4M5pzDUQ1UDqsbq8/0w0otddqrLQXhq2pBOAdZN4DdCZbY1T/EvA+xON50cpKJq0dQiyDmhtNx1LskNW01InNBy8T0P6MV1vmftowizh9IxBLUoI3J+xxBr1827jfAtpeW1YhJGswli+7tvXP0c3Sn6sydrVsbmaz4bnRMAU1xyuk/ci/23bs/HQ4fOj+nE6wF5RgHW6budv3DahOPvUBK0A0g3r/Zh7T2HXutb8ykDpd+3/Zg9nQh0++Nv3XbKJ4Y+MtuA4+a3FUSavv/YyC0F3JtGH/Vcu2lz/RDX/b3RoXf18XruzvwRnWsJMUa2po53d/j0iy/w1S9+8eEP8VtorRkRtqogZSdg91x5Qgbk7EqCeaXNIqVehEW7Am7X0ibGEU1wsm3f1Jrs38etiQ64Vit7AKNz69w2ShCgQoAxAe5ck+bN8iNeWqCL8VmklyHSoVyzCfBiBkxk8lRHGMDMN3TdvzkCpoNN/n2v7MTDuumROrH64P2ZjNIc4BG50cLopeTVAQ/2SKmwwmIsw0gkApaMIFS08csjJW1YWw44TdE+4QHpkVbx2dT3MHa+7UYWfdg9g4OKmdBZ2kO7CgQlQM3+DD6PvALRtOGgg49EgKzo4FNsPFudhbXJ65SgQXI+gRWAWqi9MoAF2/rQyY6ZLHVAG8CJISmhbVbm3PVXU/KJYVXjrRpJ4eQF44p5Aym6QgYiedRqq1Fhyo0wsZpOogM8Yr5aFz+qplf/+l/z3ptST4dQALWJKfUYEWNWlYrc4LYXE9VuI+rDhnjMr65bNLe8gx/rGqBFEEaP9dB1tVCE3OiXeI8BjHRRMHakfXRSXMn+Na6Z1vvXo641ZrYiUUYKYMTlgoYyjznZVI23y2XBAOiGTKKnQ3/1HrTPTQATIEC+ZAWtVSPHFnHvOjswY6lRUi39szWLkAJ7cpRHp4iPHbOndno1sqhUN4yXuRLReH+BP8f7CJHfxVcAcJw60DhPPxUXU02gzLvIofFfHmNMQwcdpbOvtb6RZhZ9wI70ej/oBHTZxD2imPyNT+9TqM8xZh6p2n7HOKOnzYmg0goSRirF01yAyKxo6ml3BHPWumy0XTXiDeDF50YE1a1lOzt55ygtfcf8+tG0lECnE5aXL/Hq1UsclwM+eZlwf7/gcDzidHfCcjhAxaJNU8pOjJ07iJTTYilqvXKkR91FpVOJCMaEw3K0udg2JCikXiDNUtnAhI2tki4R95LrgG2ZhRiFCXenI8pSnPRZPDKdUFuDsEfLspVYVzGAIFMCKUMEKFrwYnmJ42cvcD6f8fbtGet2wXrZsFVB3QQ4GmAl7BClr1OFp4WSWdQRyUaqOKQFxAXE9q+J4kgDJYgAtSkSG4i0ScPWFIkU2wYHyuyaVh7eU7p8vwAbOCTN0u6OlNBUIV5cJUD+zd+VcrFA/NSwbg2kAs6WB0qUht0clTs52RZTFcwGXAtgKpXv++YcSV0FVBhgBtfD2feyu+XQt5laKy6XM1pr2Go1EvK24ctf/LITWTMPTsBXrz7poExwBQqcR3kqvgCJaDKXC1fg9C4aNta+y0ICLNrI9SAhB/ncUahkKXklZ+c4ssuICNZccUh5Ao/CXvn+CYwPBo+AIQhj82RKnvplJZafMYs+rD1jT+2Uk1AqwtvlwriTQ0650dcQhkInwW0TQ7pH513gQHg6tOdG70OQMUCcW2DV7jhXFMJYfw8oEd/uNpor4Ev7zA3jR3+Nl7Dv+3Pf+9Lb2Y2Ah6BTKFBPFYH9db69HXazTZE48U7G2Pfte+i/33Wj6/lm/6WPfFD1/8zz5rto8WriirGOY+6M1+WGggL/3B//MV5++in+/f/F//I76sVvqnnYrlqKjTKBhPp6zZwQ0VRD4E9rRi2NNfHiSirDRGOQIgCuVQILXUXbeBcCr7GLo0+0XYTRO9bWHJ0zRyDNfA++qQENkDklDZP+7aWJ4/O4ZuJpUvFYL82thOAS6op9/890k6mvSxkk4fE9+XXgkT2yAvmATi4xGZUB4AEwLTx5dBep/R3PI/Fw3pfk94i+B8CSvILdPMwzwBTvWtRcZV7qFdTG5WflPxbEFCXRK8wFCPUxrbkCELnyrQE1SNZ5VHfrIdb9RH/Xah0QGNikDVjr6DeRAWwBLOECYAEivz+O6XWO2Ui8ySMhWCAbQCRupLp8IIBIkcg8pWaqNveGmQIurUI2q25D3oWmAnD2VAT38CdTSFNJ/nq0z28De015FfHgKLW5rmA0r9Bldqk4CPEbkeS/9aYx/66nGKGDL0aK7VqFWOogYCWSjRvEQfRtSutBXDL0J+3pHBCM9CGg8zQgOCU1krbdmBZ0/NWmVsRWoEeLhI4DmBLNoh7pEd5y9YhRA1ykmQIfUQiY9DyrgiU7UaBV+jj1NKF3j6zxnbjR1WpFaz5v24q2TYD2MxeagaPQA3sVX3L9qEcemXzaakPiBGkNta5odUVdNxyyVRKy0WBwSZ00eF0viBQPJvVCiwkgj9DrYFuIo77I7R2qRRAE2WsfGx8rIZjB2xTghrQsw8jy/cFtOpRsBrOl1XgKDCxKbkKtnoyR+g0Dk2cemtiYHxYBzCLmoSebnaHXGx+JpSiRF2OweeNyg2iUzVaAkcBie0GAjJnVk7FN728i4AowMtTKTbmxWLGvYjr6R953iCCzleCQJp0PhnxVCaQDWT7YrgZw541VjLnzo23umEB2XqNsXEa5WFRRRBIxMVJh5FKwHA4oy4KcC5gSlmVBcmLpPRZpwAOJvRslATOQS4ZKgRwWaNus4ppmNFZUvYBYUVDAWXHeNtRmzrWIBqTWjMQbpasNUbRIPWqEOBlZ9jdvASaIGEff2ozXqnABJcahFLx98wavX3+Dh7dnKBHycgA1SzEtOZnfKBs4clkvUAbyIWG5O4CyrTfISIWjlKCUocSu6owIagFw3i5Ivm2cV8GlNqS6WZouFKwG4GzV6L1tHVnUJnw/jeilN29X4xDyqLxIPU2ZIWSV3aqKVRRrFlW8VkVaLbKKnNtIpKGU3NepiqVfJ2JwLiCQUUEKg7lY9VYHzAkZFpO5gaiAUoGqYqvkegvw2ec/BZyoXETRnNfqH/79P8G2Xhy8b175suKP/4V/padk51yQSzbZQxi6WaSewosVkEV/RbQrAB8Xj4bOlvoIT0/L6mCU60sVoUMBrIwVm+lQDl4mYhzKguA8enM+o7A75TQcoOtvdr1+i/bB4JGI7LbmgA5UtYeBfVtVbtYBh9FMV8dQ/3efF44rdCUuGF4s2xD7Oa5kiJMippR8YreORO8qhsQ9PKInQKhdyLJ7Xm5tCJO93q83+vGOpgPIGeHo+3MIAdK44kAYANLu/vuxDO/t1LUP1sP7M/qDDRT249r1Gbf6GZ+7bvth/bvxWZ7IZz/mWnb8dEVXbEau8W+g+XsfOMTHp48N7yPdGFJPzerPFd5Xjr9MmSUDVX4oOo64q5DEwm2zFSo1Aydl32xjjRogwSjIKUPYvMBLPgAAOB2cqA/o4ItY6gw/24MbjdgrGblXW3ikZTEZGBW3sIeAh9GM84Opr18zZIF7bGOBhLFpO7Edww6WiJeKPx4BL3FqP8nAmK2NGOXspNR1w26VPnFdo4c5dysyQK/dGND+Z46k6SBbpGApoNXGKT5L8z2HHOx/W3wwOnAVwE4P2nLwqU93tc14CYsmUhJDMMh+PCluS/u+8NyPD2jqwFGOaDQZfUkKSPI5wcCWxzkBtEW+vQJPSeeivwEE+ntgnyMxJg7GjGizGB6P+iEzzkkspax6yL+qgJNH2DbjKlBpUG1Gir2JVZJqFSxWChlEKAVIqXTFN8aOOUOk9pQegxttLgagvZQCAYxLoTXQYhWgwl6lDvL+brTZMUUwD/qISpFebcoyPp0vCUDLboCQya4kFkkb5wQ59HAkAFENF+o4ZgBHsQ5chpqCr1f79gRI+d+AGv99zHcBBtDraR1bc4ekE5W60c0pe/95OPpUzHsrVukGhIljcRjto0sjOuTmbkoE5AOIGi6XC7IURMRmpwhw0EGlPln3TO5ddqAhOFZMz7QolnW1Smu1VmitKCXjk09egRPh8vAAaZsBEbCUqZQPoFpRa7MUE3cICNgrB00OOpdfRpgdxq7p60wEaRnNDZemQYgdUaLq4iEStWIPihRv6vdQsrSXmA+jSMW4VnD5BJfotYQMQ7S/rdB3VJ1TifoU0xZRmAIRBtOEWMJKgrcmBkxyVIkjJ++fCl2Q7faMEaGknsKrjUz+5QCJ7Lwnyf9qiUHq16P4tzt9TE5Ta6C6obWtTxNeFq8eNvavqBj9o22G5oByRnajvCwFKSePoCmIyqyUCtgBb0uPTBbdMkd1IaIpCZQTcim4lwO0bkBr0Gr7Xzs/oj48Ynt4i3U9m3xSwVY3ZIZXeCvgxzPOl4tFFLnORQkg8fqPnTvR3tmnP/kExEZpsK4bKBuP0eVxw/nxgqbNS97bGvvm9WusW8VSCnDPACfk5WA/hwOaKF5/8xaX1pDAOB5PuKxAa2T7nT9vSgte3H8K4gzlbBXRqoPwZIBo44S32wVKGQ8PF2y1QtUijCgViBISCVJSgNjUq7DfxYiwfYEbdSQUqmSOCsVY42T7MTGASpDHCsYGUjVfnBK2RqhNwayeVpiMUyg4xXx9JyWQ2yFt20D56MHdlhCakqWXMRGIMwIg6rYNCIQLRJY+5YgUnBVMDX/rb/9tI0jXCpGG6rL3H/x//m/mfILzM5WMxBn//D//X0SkzCkLlMU4sdTGJ2RUt8l9L5ujZcPeIlIkNpCsAihquos0RegsTRQlV4AEq5O8S9sQunuvKhm66fewfVTk0XOtk79deWP1+vewld5jDc8b/C1Q4RqsmIGh6SAQDDlMnNz7Eh7o0LUrqtT3d2iaNLv7Pdf/AJKuQKP4d4A3g4L5CQBDYxyegE7dqIUrf+RhfXDupv3YJxph07FpfTzcE8/yDoU9PGEYdtfVIz358DnQ6IP7g2HDPlFUfk3P9HPv+YOuezUXf902K1zmiVWA0xBeGqofQTWBqCFKbM+DPgNL2hXGab2FALw67/vdvJx993hauC07kbC4bhdzLQRzWhISGoDs40soywGQYqkfSACSg2iKnb43V0UDbE/oRSAC1GDn1yEz5I/ZDPxWDaxRGelY0QLECHAiZ4tSiZuHkRfuf1es0AhQM9qh2UCYGtEuASakaS5OAElPieKxcHdVi9yz3hea2jk0Xa8DS/4ssRewK+dhLDID2Q2U2mwsmo5oG4anHfSOIBQORLDSHBkQkU67McSoVNHBbpr66J/H34n9PcPeVVSAiyHYAWbJx+s9yn+/D6OnookAF19XEluvACuA6u/IiTKBNvoeIBLc+NY2gUezoezXVvVIpzb1IwDMK5lmlpVFmDifhMIMZYIAJFBUZE6w1I2GJhXVYuFNudIKkYomFQ2Ebd38vSQQJVf07P2IAGAGUQGnoQgaD4utzcJWMptUkBUQsvK+auWZOoDyY2s//dnv4d/99/4e9lxHA9SZyYMpIkRgBrtV9GpIwna+jBSZeb+SBPPsiqXtCmy6+5HTlCekNCIUe2qz7iO47az4b0QtzdGS6lN0jrYgDCIKOGF3VAwDEkVKHKM1A2tsPgQAZD0tyQj8tWIo9ntVaT9LaJx7HR2uKl6RxyNmlABPh6IJqA0gSdX03pwLpFW8fv0a5/MZdavm5VYHe5q6kSQgSigF4JLxyasXeHV/wsPbt0iU0LR6tSLbd4xLxKusiZpzR62aIRF1jk4DAN3HABOjEfFE8RgsWDcxQt0shhGrUYtbVCgwUlatalvUy6R5v5i0OoWiNuNBSw40iZicaA6Y9TlMY66kkjqn05g7cWzoHnEHizBUTV4FjkE8nCtEHpHRdRbf+8Xkkrhs5HwHUu5kySAjsTUuHQZYIVJ9jpV+bZumFHZ17+/OPnHwiHywZfq8O5jrZqTlYRAy7WgDfpSNEyjnzlmUiznqOC+gVAAuANvvlDKYM4iK7Rcht9jmKNM06mQ2iO8uqAIDS1pDYsW2rnh4eMR6uUClYdvOqNsFS2G8uDvh7sU9VM3ZcdnWnsJ6n4rJHygG141xGokAnIeDK5eE+5cv0EQBPOJ8fgSXhLwUpEPCY1tx0AQuBeWOgE2M0J5Mn7xcKh7Pq61rUZzrBa+3DYmNIHx9BPjFAUsxYnBpgopmK1phFcsUEBCECUKM7CTMl9pQt4YqAJUTGoyPUDVB2gKixeRZIq++GPJP+5pRl7cV2oPATYW0/iBnaErGQ+jgUuEFx7sDSk441w1vHx+xZMKnL+9QV6vQRl5tzuYHnJgfUI98V3gVYjA0uOsaW5SSb0VzVHab9sZ5v3x5POL46oQm1Z1UFSoGIv3hH/7HELJsXVdczheoCv7+P/gPLWrReeCYGWU54ac/+Y9jyQ5kOpAjraFtc9S9oizFI7gUlGzvUKeKiDRLYoVoAiUBJzJOLREkyCCMV8KL44JcCTkRzolwTgAuarry96j9WuARudDkiMLo4f83omomvSH09utr+ddPz31XuxbC871VkRP7Na+U/dhZA2nZKR376CLsv97dNi4T0Ud9Y+kPov2B54gVn/JPvrtuIwLCL0rOweP3z3l6hdNQpLn/ofA88yxPmr77HeyViuk0hSO0fpFngKad4v8BNgDBxvc5DKbLkI+77Dvbh4QVj+d4X7j8/qw+uvO7d5UWjJ1yFccp0fUjvuP68/uh3fuM3OX9GXZ9du06gCMLHf9hGGk294LsbuAvYIZUcb4WU/iJEiipBYGQkf+aYsJgKh6Wb5sYhcUxFu1oT4YmIwCsPjuaAoWBw8l2YA1Lre4BjkgbA+wBahuf7+biDIqEbAhh5GBVlJcVjMVBvvFEapo6gNPFogNHYfiRXy/+jc8CyBBMkUfkxzoIA7+2qoEhz5T9RnAyBb/QPM59wtLUB9rtIxZZhSkiaAJZrsHbAL9mMCXIw2EGRC9lH1xBTdFJy+fzA6jqY1GtQ8kBOgRIo+ibYqSo9XcyjW88UK8DrdP7ieeYnklHqdq9UIhxp/FnP89JsnUe3P0L6WTwHLn7iqYVqs0oofz6qg0iAWjqAKF9PHI2xXKrG4gTUlGrOsMZggYk9ugATDzpQ9aw85VByLA0AdSdHxaFEMPzw5BNH9qICctyGB8oMBtN0ZaldK+kOrCTckIGI+eCSI0ZZ7tn1D+BVxFiduMhm0GmZpGAJSRf8FAQblYKvAHhqcj02aQk9Y+sZzRFM7GDWX2tiBG+ehKFgVgiewq2ALdAaCS+x7nh1yJ6UDrgFfO+63UaY+Lj6Klmg5rBr+egVErG7dkEaIgo/IgmsXOjHHSshVobHleAkyCl5F5uExN13fCPv/zSogw0oDlbDARFhkUwNQePxJ/ZgKFRGUwEvVoTeETMjPdtYFJJCYm9ChJ71aOUkDOjpIJUDLCNak1mSLreda0i+wfhdlJY9kFKVnocafwubaSYecfG3KFRfSwlRqSqdaDR+8I9MlrHfIZ7528oRdeZCa1WM+YwtozdtNRwofk8B19d0yPcEo1oAL/AiLwSwCuAqfPH2HwbN4quEqhH3fxoW06gUpBzQsoWSWK/Z09byxbJQ2ypSk7878YFcrLoo8RjzMf4CUgTRCuabKjbilY3kAoulzO2tgEw249RUJhwPBYcl4zCDOWEZSkoa7LUVZ3kh4shs+tsv29qJd4t0MCAjbVVfP3Nazy+eTTQfllwOB2RlmJVtECWYsaKRpa6Kr53PVxWvH08I+dia00EnBiHwxGA4rJteHh8hOiCVI7YlgNICKkRNDUcbXjNeUyMAC0JFqnJWUFNwMnACeNRcsJwFYvsoqjQ2fpaj2mdfF8I9D348zixp9lFcEQC0QGAoLaGdYPpBrVCqqCuDXXbsGQDBEtKKEtBFgBVzMGdzbEYqdXqPyHrFQqSWCuKNsmSXI7wJFB0bjNSnC+PvjcGIE4gTSASfPaTz30emYw5Pz7iL/7pP7X9TxR1A6pWEIBtTfhS+q27KpUL4fSyACzgliBNkInQyKIbLTJUoC2hbtWiI0lMniWTDSllpNSg2aJ/pTlJdhM8VrIKbMkjhHPDKuWHCx7R1X/DsLR9wJTeHgrXjRNf8JO93JWHkKhdsL7fm7jXQXT/WXjDxgHj++cuO/frut0CD7rxNB0G30vJNtooaRzfhiLSPQ3T2Dy9576vvXvz4fN1YCHTu/Pjrlc2b+Sgz0OxC2iafnluSHYde6I1zlbd0yvQs39MHXgHYPPszJj6+52bErdQzvleoUfogGSun8Dmh45ReW7Oze/+ufGJufOxkUwBOF71cL/eTHjT1Tc/BPOsB5UAGKUjpiGL1B2Et57A5OH7nuIRm6QF4bgS78orOYhDTJDzBr7LGBExU2SMAoCAIpIn+IR8g7Q57oungyJ+jf4QOgAGT+uZhCcQCk7/exoEdgAnwdKf2MOuVBxQqgbm9NKjEZZFY06J7td3XLPfB13B8jCS0XdMPwR05sMOgMWL0fHTU1ymVCqN1K5pjAKwuZqyg6dJhwzpMtp/75wkPJ5HAGd89usn4xISBajuUwpnIBb+TsJRIjSeA3Nkl6tzwVulNEUs6QClYjwIDl6FATO97/5MHnUUnz15KZjGgkYfxM9TRQeeaDpv2lPI+T+YBcL2XkSbh+zDvME5YbsoahsE3DlbJbzWGihljyaxiRIeV0LypFkDGKNKVFBukYN2pNQ5d3LyMr4gCCtI2MizRfHqxQv8u//Gfw3/2//T/wU/hkYgq7TifFLjiz3knxyM1eDDAHXlm9OUot8/77/1z+1wBgXnl2neEBLLrk2KUti0sqY39YIuFTT0N+/TrHT5dUNn1CAenqtRwvpNwTXRnWM6ljHQHWAEOMhw1aG+LKYopy533MjoomECmKJykqhF48zyyW+ufrxKgCEKwKKFtm2FSvUKbvHq7NlqFSycO3VCq4KmDQ9vXuP88GARMJ6CEktXtKF69EwHs+DG3qQQCgaJvGiU+R6iLy4amazBZaQ6jQvZHDIxHakXQ5c2riEDSCxCcNw/5qDJebsOyPV7YmRmANXG1tNOksWSTFtGyHj0e/do6mnuBvn7Tt+La0yfGSMTDWsiIue0IYxUq00w5oXJooYoJW4cXzE/QxfgDsh1jlSdfDGiu2eY5zYwRVTFfz5Wh/uhNGbgeES6u8Ph/g739/d4+fIF7u/vcXpxwnJcUJaCZSlYFouCsRSs5P9yJ44H0JW4UI3MD2LvUxTGt6dWzaxuFydPrgjqhZwzKBEWd7LX2nrAQ6w7JuOqCikRE4sp9UyOulZP2cogzqhiqaSbCo739zgcj0gpGVnC3QGb+302MY4gWqzy18PjGVUami92Cr1SG9JSUGvF+XLG2weLgFtQkIuPicvDS23YpFm1Td9XLSLxZLoukdM7GsebqSlRfVhBrOBk0Lz1WbsqpT7oo1KijYmoul5ra5PzkCm21i1WUapH96nv483T4NAsbYvsXTMDUi0ak5M7HHf6HLqPskWaM8zJHc3SwLriDcD61IIjUoNrU2AcQxWpWJpb2zaoCspywBc/+33nRBrbwvnhEV9/9Qa/+uof933D9gFFKQdI/cx8e0LYVnOAHg+Ew7FAszsiagMRWWp/C0eb61DJAFLsnMD267JeDNATRuME4YyamrtSrje931778MgjmhJZaCgDAGzC+hR5eh6m59VpQg75GVPgQ/rQWygJ/tksqudeKDCqQTx73acf7Z5kAqL0+rt+D3QAaeZDUp9wcYF34CN4oqFdRT891/mdbTPdeN7n7SPtm1d/5Bi/rqS8u+n0n3nYZkztubSu+DiUpP6HYjd35q+uz933YT7+u09l6HMnejP3fx63WVm+8b6eRJXditrqN/wuev5M63PzaoQpZsTowFOx/P1t9AzrWiiboFCKI40G3djqCnQ/lf29u9YN7hseQJBN8MR3Gcri7Ezc8X542wEbmBRn8rCo6XONVLKra3RBA8wqcwdxMF0vOhQ57aLOuUP2e9hAOwBaR59uKrqEXmp+C16ksD5jxjhAE4BNB/RmYRTPpjaeARhZhzvu0fmPCJbOtqsghtGXeL7QOOb7zMBRpAk2tYihuZ+JMapKBchCk0PA+xrjE9xDnh45z6ddWhl8zkS0joXEjaGblyNNkUPjw/FuQrkVGX2NfnYrbB7XGE8Z4BUB3aKMudCvZb9bAHun1RyeTU7QqPIVwWwpuSLBxhli5BFWSImsCk1znFHBptDOUb8KCKkXSTJuAHXLrFdCginErAR1QPX+dMR/+T/3L/8owKNPP/scf/i3/vbQqRTDWEWMl78DjxJSR0JsqXJPizGRMRtgPZa030/9715sxP/r9QNAiSAp9jjY/WOfFh3ZTt3Y9gIFIpNcCzmLaY6P6mDUe2GfE2PCTe0EptFrBbqRPsvGWypS18mwX4qqAUDJ2Asn/YwxeJWgYUTZsa1V1HVFbRXGa8HYtg3rujpPia05VfHoJ78sGz9KrRVtWyFS8fjwCDRB4tyrk4V5KIqJY5S6DGrSBmcPTIQFv1JECUX0LWL7ckM4oij6UJGNhSjvtiMjdeZpK/FUKxpzZG7BKSNqIrOPLzM4J2RkiIpT8UV6opELE7MFpU6RrRT7mg6NUKf9uX+qQFAoTEdO/fIZT5N+7N8TyOe0gJVHIc0YW3EZrWO8KA/7J4i4DaAIPThSCMe8siGnSf+4ykz4MTZm4LCgnI44nY54cXfE/f0Jp+MRh9MRZclOVGw/RNqjkVIaRPlBxQAISLlnYNhWJe4Ps7UGEYhUbOsF67YZAT7UqoUS9/dWnT8vexpSvAQmBucMUkWrzQEd4zeqnuY4VCVbi0KwtLSj4vTqJQ6Hg8kIJZTDC6wPD2BOSMmi8igliCq2pigLsOQNKRWjU5GGtl4c7GnIOUOJ0JQhmiFNvKqmzbU6OYOSMlgT6rZZ0QlYupNViLONN6p2cUScxjirrcEApdTHuDUBs4dz+P6iMDlTq41Zdk5KJngKaBTBMKXGPmcwKVr1/TzBKqkmQLLpTCnqgUg1BwKN/WjmE4LMOrprN7En+jnWTwJziStAYTqPFQdwHjvAie3t+V+8WtCrA9hA4OHwAFHBWr8Z+4MAj283vH1b0C7a9fm6Gn/j/d0R0k6AWtQommDbBBA2pxDU1Ue1sUuEjOQy12UPKY7LAqoTiK+CrVVcmNGL4XwP2kdEHhG6/dzfovr/2Sfz+Mx/83NvXvDbtb6rjftcf28Gfd9thq31rutdt2cUkues6RBFUfWh37v/b6+83br/9aWfS2WbT/Ag5v2VdaQDTBeDiLiCef1QwKzhPfOI86XQOXie9E/3v17di8Loupok8Tp1Om3uxzXv081+vg8kjGvdOveZNubw9DDX93hmHr7vkL+SFgq/z8vhOQxjJFSf4e0Nz7GOE77XLflGGEoaEN02D6TA85g9CsY2pgi9nYABIoDN44PGULFUG6IMqHFu0Gzsq06Gur/vXlLYwQKKDSkMFT833KYBTsyVzsKoD6Bplrf9325Bjb6EdmWsueggxhwiP/dHFSNahrvCbEDN3Jd57gMDcAnPDo/v52ghmtG0sErbzricsRGLivG9RBxQ4uKUVmT/SkRwhXFGY7zQOk4zhinApwRwthQ3+PPVaY3OCHzklszPrwJoncYD4zl7ilqMd7xr9TF1oKeT7U7vfvag9H+nNdf5BG1ojPmWAXHgbjeG0ztwQ7b/O7vVbs6n8axmADlvi3exiVdRIaualpYFRVw5k4RKDZkEudhelxTYNoEIoVbXEtlSFdZWLRVN53UIKBuvibSG6sS+KWWvxDYvB/KALvohiKcPan/zj/4I/9p/5b+KJk6WikE+rOqVswCPEqH+atWjThLDSYMBkPhxjOEwuG4m77nLQ/c0h3GRshEIE1DDgiCrLoMmAzsN2UDWUVHBSHjj8VWfcwxtXqnP5QB1GexTuesvOiqZTd9f6wy27mb9KmCYvRIUKSKA48S+fokJ7KC0bLUbHCoN4qTwgGBdL5YiI82p3BK2dcO2rT2dQsX4MMTR0lwsXUdaxbauuJzPMAPG00BSQq2bp/vZQhZ3SMX+xB7hf3FOJnH9q02/A6Z7onkKvAMVUTAmDGAQ+l4TeunsuIv5pXDQpTs8Yq8jWBTR4A5UKFrb9tuE3z8X4xWqraHWzVPxLKoqJavWbIVAI0p/0lPiueCE8Ex7td+NxykpbjQKB3fq82GvUIZMV/e1GMgg4mnl5KEVzn0VwmdIzBiTcUkj8K79+TiiXHv1QJ702PfrqT/IRkaWnBNwyITjIeGQrRJzSslkVLL0Pk6MkhOWUlBSQiav2AwdEW3SQGwTi0BIATRq88qczXhtonKiO2gUxvsW+31rgm3bINJwd3cykv5qjhpmRjkdAVVsl9X6yMn4xmqzaZ0sko64WKpdTjjev0ApK453R6sQlxicF+jy0oDTUkDkkbfEaAIQWyGI9HDG3f0dmIDtcsbjmzdYHy9QKD794icoOYHTPTTdodYNQBr+QQpAW2y+SkPdKnJ5QM6LcUyljLdvL+Ag+le4XB9aY0rcM7/7GmKAxCKJbfnrmPuqqM3S7y+akRIhEZAToWbTKzMbeMPGyGSphdWAcIvsJxuHZnXU1MntU2pIOUG9SI+JfJeparItAhyiX5RSl+GzvcV8RA9m0SgK0UBUXRtqSPnoxWkbtvXRI7tsgIkIpxcvcbpf0PgrV/FNQv38nz7gy794xKr/xPY6UaTCqNLw9ZsXePP6pfEjiVUPrVvFy1cZVIBL24zHbl3RtgpCsvnORjOTvLLp6biAV5MVoooqDQsnXPbEqr/19sHgkYVuUVcGgNhTXJx2BfoZsXhtg4StFdppBwR0IInzgf57F76TF+VdAMvNdLjZm/Ws9nnj893mMR7r9pljPHhCU5/04wPAjudaT0QKL43e7PXu+G4wR4dIr475gPsG10Ufx/h32sZjb41NHPNY3b7LZArv93nYdd4XhdXUKNf63NDBcTDIQ/HecfrQFov7ZsTdb7n16LfuhtQrrtyr965d3Z74pcyw4JQctf9+NuYyzY0wfoEN1coMkynqlNm9HAKFKdVlqsQHDN2aE4PUy2EHKTOJU9qop5SR7bSRkhYXSI4wdYDAv5w2YjvWrx0AUpeR1LGQWTb260RUzDUy2zmU/L4RSdN09KcF6/QUiZPyUJC7gI9ONvtu5j8KyysxeiSQ+n17FJK3ulk6WFpcCyCgxCAzUFfL5ZY6AJuospNisXpfojLODJzF2PWoI4/u6UqmHxcAHU8AFt+Pa0eqYMiwrpDcEhZpjFF/Nw4QBTg3N3VDJdgpAwnpwNNVi8+Sv+PgdIpUxB2Z+fRuPCmsX5uADhoFiJR4P1/7fkD+6ooZUq5o2l7Z0OrWwQbkjOXuBRJnbNsjtFrOv+XvK5CKEw03VAUoJXBOzn2VDRxa17FEemqMvdvaWvf4KsgVq4JABpkTFAQWBvFMXPnDbcaRY9W1mI0DJgD9cNQQEw4zJxI8KkzEgT14GtswVIezAJ6eQP1vctA4dKRu1iqMSJYJtTZLM3RA0oLmGG2TDjJYRRwAbKkEZi/PqdzUn3H0HFMq/14H0niyJhBiEzNNRoSO7+lbNWLmxOylv31d1Q3rOqpdjRGAcwZ5qopEipx2Y791Qwmdx6iJ8X7VujpQFFH2agTZ4mkz1Uu3G4ssiASHpeCQjQ9jY/fxi2ApC7btMu6lI34WMA+9LRBxjILHuAh2zxbrN6KOzEhkJLZ3kxKh5NBByQlcydOECEoe5eSbX6Si9BoE3UEy5qpRqznXUkRb+Xtkj/jY8RkxozUbw13z6bhJg1QDoBJZbbTxjAKtFY11N1cCJLs1hwiC4KOy0YmkHR8pAhInUBogmcz7jobu7mOiAtuQ96mDt5pdb9Z47XdyWW2+lm+v93+vm0cR5WwcXzklj3RZwbKhgLEQsDBjAYHIUjo55gsBgR6LNHtvHjkdEUIAgPOGVRRtWy0asK5guYC1AmjQagUjgsJxE8G6XZx/hlGbpRIlYuTDAUGGdbw7QUGoTpDMJaNkAmcBccFaBVttON2d8MUnn+CrX35lZNWcsCwLyvEOG5+wHA44HA8IXiJRwrZapHOVhnI64f7FPSCCh9dvsF5W6Lbi7vQKrz7/FExA3RJaDd4sS1siaWgweSSeAnw4HsyhkxaTExry3DjSjiioq+DMK4Q3pC0h5YLPX70CMOSfwLi9Uk4WseUR1yHfpHr6GizqK0KPiIDzuaKQVfdc0nDSkhpYJGLPoGAoVXOGEIF4w3IEIIwtEUS3sUeRyeSUM1pbIdKM0DolECtam9dg6G4EXrLdP9RtVSsggQJRT6H16AqmhOX4wio9upoGmI1rAFAeWAEUX/zBPX76+0dAFFo9krI1/Nk/fIPXX32DKl+Z/dEM2NukYvvVT1Hbisf6F5Ctol421K3ipz/7IxBnbKs7FtYNv/rqS6TDgktd8bie8Xi52M929qgjxjNw+V95+2DwqGnr6FzsKbLzatkGE2BCNJO9Q8CPzM0bwtf1dL5Wjvuv7xC415uHDpN+x490fdx7QIn56cKwDIfD9VPEdTog5obEratHOOv72ocQN99qfQx1jPZcOaN/1kP/Puy6KlYRhKdohmul8GParee7/kxhyuNuXuzuNyvD3+2mfCvi7tsAfjfP0d8c7BRD2BWd+BvALeGjRF4ppUJBEM9JefH5S/y9/8n/GP/r/+n/7DfU01+/kSdr23IzUr0m1eZ2Uiys0JytMkUYICJQYfP4duPbjCAGgdVyyQeRMyHCcVTrRGrukTKE/j0AB1YwwCFx5bN7K+P8qIilAwRQv26a0o5mkOLWHFd4Ghb5JhNpTbi6HwZYMCP5nUmU7Fmb2v17mKyDNjF1cgEOR2Bb0XmTrq/Zq7EN47O7WuBjqk4wPa/tefLGj7hhyN6/W/unqo0nmgEVHZgDoBt6hbgAqXS3KKbxwXh/s6EwGyo9ve3GMRRRXP6ZqIF2cgVqzYDs/Hl4+bvtQT4Pk+tHni9GoTABPQoMCmgdROWtAvUy7kFTxFY0JkASjMkSQDJuIUZGyStks/5YefdxWuMMUIFS7RwLmhhlOSKBAdq83HYGp4KUDqY0MkH1EeoViBjZ1poSRKXDjyKCttVRUcmj41JKbijrzT3hB9lUeyWa5vOCOfQHT/PyVA0I0Kp5MUFAKZYKknI2x07ysQJDKby3lmITaWfwCA8i2nl0AVjEERpIvCS7V3ODRoq29io77D+kQLsIkiSwMrKTo0fKxPycdCWPun6m8bsbM8Gx4dXYui6jCvUoHOPiceeQCrQ1U8a3FaoWkSUqIDWveIsd0CvPShMjd23NCcSjSpqluGx1w7aeAQDbWo0Ydl2N5JZsvoqokWXHczCBU8bh7gVEFG/fPuLtmze4XM4G9CXGY6s4ny94u73F4WBGtuloAexaVIRG6hQJhMQNMem6Dvk8UfJKRnMEK4AAkRsIS2LkbGCOAScW+VNKdieLgy2sPbLKHDE8IkK6nPPI0A5pxe2sH+u6OieLAVRLyQAdPQrCylinlDzaQLvBm4mgItjcSx/XJL5z5zUNeasWMcReJTL2tVnX6jtSOPlskM2A5GYlx9X2CEkE4jSS4Cc13icF0EtoE+Cpj7Nq1/m6Zl3xauu9/uxH0zIBJaOUgkMpFlFUFktVSxkpT/qUA98FigwzRBMAimjW7NU9xSIA1dNh0+YcRxeL1lsvF5ACCSbfUiK0ZhxC6+bWpjZs6waFVcV6PK/Gb5YWHE4FWxLwsiBggkhva2qRg+u6YTkcsVZLHyspI5cDlnLEz/7gD7A1AZixHBaUwx0anfDw8IB8OPreZbrIdmhYm4AuK/LhhONhQW0Naavg5QA6X5BPC5ajrZNMCSll2KRtiPRZ0zsYwduVKKGqcUcpJaxrw+PDiq0KSj7hzZsHyMHWe2IjKKdU8BAlGrkY2OKcYAtfLGLQwXiplmZa/d6JGJDkIJPpw5etQcjkcSOTIRbtN5yJBpIL1rVaNDJgmACTVwwloFl2DGdbYwRBrWfM5Ncipv/kUjwSMex7gir3zOkRWWlbXt1MdyYlMC8gd/I2uVj6roNMpqITmE4g+XSnRiv9EoJfxVWhsHn0H/0joDWrtIkmXimz4h/+v7/B+fEvwJnx4vjC9jQRaAN+/ud/gsvjirY2bJvxZ6kycDriXDc8rBc8risu24q6ra6nfX+c+B8eeSRqeZ6wUp4hHJML71Zb30CiTeqB/03dkX4rheumKT15p3q1sp4jjivpPt98ukOvNObesBsgwPtAmr5/TBNpvuuAp3T/hdsZenX8vqvP7yTv7NekrNC0qd46hTAioJ5c18/lQMaClPVGP5hGXuqtu/Q6LwQX3HalvrlHn98HwMy3p30fbg/Jt9uNO3go0gVNXD7xc8/5Ade1iz+9z3fZtCEIoO1vNyaJoZoQ5YJnADN5KlEo4exeWxXpXlnrfxjKE/j7PW0iq/NKjBzpnBJSyTiejjgsB5B7mgEP7xeAxDgfjLcgZIKFLFOUDb0GJJlBSabPPdoD8HQlYJBip+mzKZeq/x7rTcd3HQXzVdON/TgllC+PQukgNQG7IAxGT5eavRW1TVLfJ0YlA4OyAxA2OcY5ogCH1+NqLlDGLnpRo49x7JUwjH5rRD05oCKpexh3iH2Er3cQ6YIOCJErowEazTxFu3teNVEfkquNmKYfkI39c+j/YLu255kPMi1j/5lqN+Ts72lsAcvzEh+7zPaeKnmkUCjdbNiYKLAc7Jl7DVvY+NV4fk+z0zbNwVA8fU4JTSBcbGwRYeZklgJQUpAoanPFim11pMxQKWa8V3S+FM4LACs4LtUAu5QLOBX3/FaLJOoReTAjldgMBzcGB0FyGGzGM1PA1vdKWHZEYz/wRr7HTa+rV55SBdh5G4h6Wnqf3WRk1K0ZCbzhAAaOdMSva9Lo711TrK2uHQHQfp8wzEN3GyKPbbkpzBDvfdZOPpu4WOl4jdSJikYesdzXwSQ+Jocbh4FEhGlIrC8+LmjiHG5j3HTSLwYoYX8TMQ5lQWublZMXA4fqZtV11scVdauAbDBy64bLumJdVzCTAXZiUXi1VuuqRDyXVwNUi5BIZJXvXr/+xoCj1QygMJJsHTHK/RFKhA3xHiqSpEF5B1t7ANBY0JqBapSyO/Esqsdea9s5JYf0sTFqqmBPRWQHg4nJOFREUHJ2jhhLT21VempZB8k1GE7hY2tyjScjULxy3Xax6C/juclYUoYcj13PUIxIMHVZLCAvi22zOzkPyrZtSNn4cThbpEptNk8JgKY0nLYxtbyvAVb0eeK5OtoaQApBAzQB6nKGB08OFNAmoMxmZCPS4XydSHOjsaK1beh4NHSoznf0PdejvnUjAEtC+ewz1CqdzyhnRsqEnDLKUgwspIgrcYBYxaqVAQCzVQEjBjU1BwTcmcdmnJ8vj2hSUTdBaxvWxwsgYkHKrYLJwObmXD+WtSYuQxhwh6GqVcUDGOmQkfKCJhvWS0MTBXLBoWSIEpQb3j6cwXnB8XTAcjgi56UHXZttlbGUBakcUNMRL3JBLgtAxnVk9TQE9y8aclnRWjVOJFj1zNMLS08TStiake9H6fjWxPjWdINqQ14SOHmEoCrevHmLrTXoCwaQcL5sOJ8rQBnLiXA6HdAW0yEs8tDWc60bKGgaXM+nxGh6B93cHndnBZRQ/NDMCXUDguzb4XsQGobD0OlaREFgq5pqBGeWujpFkZ4vI+hkUatsqWIRRwJGimhydx5YtkeFwqJwoxqcAe8Za1WApAdsGyk3kDT5+iyg6X+WoucVEt14bduC7fFumuBuZ+sdFJ8CoohcjZISSP8xQK9B1CAkYGpgZPzhHzfUWrFtB6yXk+2DVfDlX/wCn//sJ8b20wCpxpP0j/7RP8Z6vqDB9K9yOAHLEWgN56//8jtfur9O+3DOo1jU9tf8xW3dOr7eX6R7ut7VdDJiXQp30uu5ksg4QfumEUb7zeOegXAmPWYAMNd96sfZb7ev9EyjG/bVh577MYBDGD3e+zCW40ui8Vw3KYZFJ/7WfQ9j45s5k6Z98vYcICCIyCJQo1/1xnPRe/7QqzG8/v65Md197kpJACJRnvdd7RoI6vMtAMybJ12N39yF6ZhYC33MDVm90QcH4ois6sEzwBY7iaAC2PzNzBwI7Az/lur4VKHp6Qvz437PlZ7aGpJi0Nt4f3MmLCVhWZIr3eM9BzeZqNvWwwoDJQeO+g8NjCjRBDKEJTZWTbd0OlBwvTqu5pqqb4wBQDlgAIaV7JiJm4HB9dPGPIx7ZQLaNc/QDUmmwKRVo2vDHYB+V4uHV+xAsP41eXqSj1kYrPHoUdKD4vcAmtheRilAdYNXYc9PYkBTRC319SfYpwf4NcWURABjhwvL15UD61uAgPOzYURBxXj0UhvTtXqUWHwe1rgM738j0wwyA62gp3ZfL6cwhCMNUtWeNyKYGHBzbf+sYXDOC5ZjPmL0vYNHQEcdesW9+dF5zKVOxmzlksWrw5Fa2WXyPS2pgRaRdGMpV1ZVjdWqwYASyEszsxKQzMDQFhWlYM4pNCAR6rYhl4ISKQoqqJezcVOUYrify/FbTqgfWvtX/+6/hn/hP/Uv9iiGvlxCTgcI4mlU7B7T2PUiOjbOE1XnQbS0odirtHm4vq8tZoI2jyai8LwKxFN+ggfGlttel7AaldKjpQCguceeEBXhHPQQQRO1yANpnk5l6XINrb9BAkF8/iVOptSTVashmQB+JsAjfwIsmTU29rQ5nWgWuvGusT+4PuPGbPSbANQm2LYV63rBtm1Q8epn0nBZzyNtTdE9361tBtwpQdlS6GqtuJxXXNaLE/Fa3w1jGp73zp8T75oqwB4NRoQGoCrQqkU5ISrskQFHpkcQOI29fnZ62HtVS59x3D60juAgIq5gsQpTkeBmHJkmc3WScdqr5+lescVIBSRY9JZUhqbkz6MoOaEJ9cgv1YkgXBSc8hgPf44AAlsTKKpVbMvJ8XSPYErJ5o/LEwPxQn4M+8D+9vuKjRtBoeLzUBosUtYGqs+rBiAPkT9GcKYtcEcU+Xxj41uM92QgXJ+Q+PE0ApKlq93fH/Dy5Qu8uL/Dixd3eHl/j7vTEbQklELI2QidczKeF0vxsTlOUKhXXktkNkqAfeL/ZnIKhYe3QGvQxxVraxAIWBsOLhuDuDx2TPVUUhXy2hEG+nIz7pzGQKJiQBIYiTOYMtYmWOsZnBKWwxHH0z2WwwFMCZUExAkHzs7ltEDTAUyMXA5gZtSpiAczcLy7w+FkpMoPDw8ABMvhgNP9C0+B3TqwbKlPJle2bUXTCqtWKeYzg6Cp4nxeUaWBKEOVcVkbLucKSgWJM46nO9TMFp0YDLlEqE19SZseK2zRmRQpZ35cRHuLGPn3WTeLIG4bFiEcOYHRLKLRFr7bIC4jmZwcPEG0DWJ5mJyWC8CFsHlEZ8q+ppuB2wcsrsrGOrPI+raeEQ4OcPJqlFYJmVgiexihhKa0AA74BhClIEtB870vgvxVcqfsjKXKBGi7B7XTcOjUhloBUEWhT6HJdjWBIGmDlj8B0QXMR+TywiLa1opPP/uk+/akKaRZGt7PzhtWVazScBHBKoKHreH89dfA4QVQK9A2fB+4jz4KPHpiRANPgZsb7f/P3b/E2JZtbWLQN8aca+2IOJk3773112+7/rJlGQuEBA0QAjdAlmygBx1KFipLliVwh5ZbiBZtJDq06LpjCdxFSAgQSLYbRkLQowEtCvGo11/3ZuY5EXuvOecYNMZjzrUjzsmTeTPzZta692RE7L0ec83nGN/8xjfS5I3BHLvFmt9MJ/bkTNtvFE5zohX05sOyfOtiMbfEPupwn89NN/47AaT7Z3/S76K7X9cF5PsARG8cOajyx3yHcxEolv83d0GyFK/ak/LjWBhPRU6mxGeUFR+vq3wevQ3O6Uff7O7u/iPNp/Vd3YC09f8MEp78qPX3u7oyn0xf1deb77J+dg9AAYuw+3fXHy2nTZstjE5YXP5yn1Cbil1X4kj3O41VAMnkm9f409KH/uEMrJ/nUKi67gfHTrU1soXamFF/alcfhGaGx/t5j6Hld2CpdHZnfO1csY3vTJ+1XWLxjT8BZ4os9R/fSzeHvtAClARrQOegScBmYR3FP44XW+eDj06Us3zpaPi1WbZlvj3VDVyXaKm3MDLM83OD6X6k+8XjQGrxRPgXl2QRJOAUmclC1THFyP17vqvDFUhbs2ec2kGX9rwr2sKEQRgdUVd6125r+zIDe7WFPdhbUVceEoFwHGJjJNeiu3Ef5c/wEzqXa1aOs7K879FybZ4WQJSXw1mJ6y3m+85wgqmRZEZlzB2lFqizElJD2anySH2VoLtb2vfCZAKjoaMEwqMqGgvGMACCPG2tqIcEqYWj1WpZqsTBh4p47anfVkvB3/nX/zX8r/6j/xhH+3XqH/2Nv/ib+N3v/4aH6bjuh3qY4N26EMKhAE7D0f+0/yotiTTcYkljOZwZxVCf7wlTkDyGFANMZUZPrjaG4qxBpPZ9H91AEhC4d9vpJVtfRBU0rG9EqFvq7C1glgmym74mFRu/J4W3Zb4j19Ix23SOa2K2LEa5piHBozXEAbR87u8EryMR0y+S0SHiQrywcCxQMLC9TcTCDgywYIgorkfHMb7F0ZqF17notYpi6HDtjUX2QeN3C9uZmYwVCtNMiTBrDuFlr6+wlyxtt71bTgPr2pX30zk1AvmugwqYhmeAKqc2j/USnl1M4SLQ/leM06jbYERNAFLjNZOZFHbI2oeZ3cHH7Nthq2W2OWhGPNim9pz+GASBuv7lvPNJExEAudZXAOhGFBV3IG3ti1ApeLsFUBjvcy/CbWYwLeARZ1uRDai5JP/STarve3hbXC47LnvF7qGQW7WQTFR2LbQQ93czB9bm7NEThSyksjKgziwb3Zg3UDXQZMAEhJuHCN0a2mg2p1ULvZI+sLFa9LrCGa+UkoDxT8SfAcJj3VCd6cZULJRpmK+0Xx7w+PiEx8cn1G33ZA0dpWzg4swV2qBsCGMpJrheHERRz3RWqzEGb7dbMgcViubzym+/+o0BocpmWaonr1hsEQuJsk3ioWJaeUNwu96gKGhN0PsACXC9Xi21vFV0znnw+UtXX04NTGZmxHaQmRS+ASEROdR9D8/4PzcdqGQhn24y4ALBDkVhct0ry3A3ct2wWxay9kQhjOagnwO1qATeyJihEV0TYwsFIs7+1GCxVagOIwakfzbXykjUCUxNXKi63OXMUmo/GlC/8WtDbgcAHkDYM6s6qWfuk99CxRhj4mLZ6B0Fz+j41hiV+RzCtj0ARU1Hqgs6CcCC3//F73EbA9fWce0d1z7AR8O3xw1Cin4ckBuMYZ67s3+e47PBo8WiPh2iClaLdbQdyFOT3f1uky2XYpTRWMABxA4DMuvE2+wfO3VxBPza+59ndhPN/34E8Z8L1XR47l2fNN4/uWvw6fvPvyY76oc2f97Tjbf7e/G9dQl4vXyq/Ou9/b8JHM5LvwdehI/1nbef95rNE+2gp3PvnxCx5rOYb+pKJWCyGG74SBt8AnDMyedjZXoDcLoP/7q/x90N3izZbHOdjRAOxR0YFjsH7IZMZOAhNe2EFVh9NbaWsv7S6dZhSJZilNnYxRQxyqiFCmy+CACUdRIZ2OL91g6+PiGDqDHBCMVkHvlcJsvcEIyY4kK/5kUt95yLGqDw7QsTRa4e8+87JPPBYfUsoAtNAz6Fsmdjnh6VxwoYnYD46VhCxUKp8j7LWHKD21gu/h0vZSFeQtAUmYlT1aqrN/9uCY8lNmZXO5DZ1gIgwQJ4BEBFfr9kfmGyjmgBP3R5p5ViFuNnTXef1TCdpjyYJhiW9/M6YQI2Bo4XWPjD8lwAKea91n+Em2XYGp/fDcDiud8VxgFLz0A0wR//FxOhi9nmOwYgmK9Ls11yDCz1JvaccIZKNYUKy/A1EEl+Y7ff9EcKiDcUZaCIn+EsEGe27lwwUFNDIUQxWYtppSBCjhy48vVcVF0PyMIOCBYS8d/6V/9r+N/+J/+nXy14BNBcYwEDwEXR+5gACBl4BwQTya8LwAVw04RBbghbWgCYgSy+RqRItLjuR0FuMkQfE/i6YfdaySWWpEongwnmgKmLqg4RFGZzEHxuiZAykYFt26aZBgOJgq1SlMCVls0KAxcDEEgbET4V+Hy/zNqndWwyjda1V3PKi4xi4ZgMcSbcyTawdUSlT41PBZQDRJiMKwYstBCKo3WMcTMg1MGD0Fgay2bNDBWf4JGtUbPOVQFyNgwBiEBCRmSnsnAv9rTbaacms9L7SLwrh7VF+Q72z/qFeNbLDLfC/AmQZ9mz0Dxdyigy5jVEKZYcaxL5+47e/b3J9bQIJizsshS+1uSI0Mm+E28/UfXp8mxLg6J/is8/2dgItvVp/rOaP9s4iaDOMSmvxE7VrzyvkcHQmwlaaDKO5iNf26W/5oMAOChc/Od8Pa8PeN5bYtPUYoDIw5Ar28afYgJIROhiCQTG0XG0A1BFLQzpHRjA7dZxvTW0m4WbDhFEBnUC8LAD22bMWXXF3pHjKzIFArfWUATYt92ALlhmtD46jj4gSrg8PODh4RH75QGFK3pXDCFUMr0g8aQkpGp6Yj5WmAjsc3EyJ8lCYJmA6kSKdtygo+Or33yB0QfQfbOqWEgcFcKQDhFFGy0B2OFzuyqhtWGml1eAQtB6M4aT7ibHwJa4gtl0CMUQpGyhMRTM4sCwfWrkZ/ZQOYCUwaqAms/foFAuFn6r9r0KQUmxMYNog4DQR3ORaQPyrM3FpMTGOWzMym/vH7qHHOy9AMHcprGkEQCpZd4rMVYjrNDHpIaeVs7jk5gyGewOkFGD0rd+A85hT/gCoEc3/80OAitw7FDZc1209bWD9C+hqBA8uz5e7Gta+ypJQkAiwP5wMVFteKIQEMoQPFwuUAKupeBwoXSMDrg27Z/j+B7Z1nySVZyckohrZK5IHtZin75hmtudfIE73S8Q+ruJm7Cck7/6xH/nfOd3NL//nHk67xLXv+HUfxfv5ZOPeVWI2MP4dKEoze/Xh+0QTYd0NUD/1MOH21zA79a+zwaO0pqbPsraJ/L31eldjlMfyCk51mqfPBbjJz9fgCN1QyXYKIpJTIh7n+rtMxf25dU+75owKFQ9U50V4qw/hdwZAJb+fVfhb4+r10cARzbxnutf/b6vDO5Xxf5lGzoPdTeRWDeKjc0VDk1HIwthY/LUwGIx45k6loBszfTTl5TyABz1sFAk+MK+ilfHoqfAjDUqnjGszHOkA3cMMbSOqfIXBn8ADuHMLyFipJhMEZoDIkLR0h/JVj4fxAuLZzWaYYyiofM6ivfBaUxZlcQWUZTDwQshDxuzFNfQbgMuQqby3XCuh9BnURf8DpAqnp3C5DwXe14EXCJcrsPq6/QuwdBZ6mQNMYv6IpyfC+AU+vWqLuPdddaNeLhhgEYjWFZeRmageipoCRDIwaMAbWq0zdIW+bwory6hcDrbdTjoGCBj1N1b2933XSTax1MAW/MIiE2YU7RgSHMRYprhoAHuKOFCD5aGnAnCA82ziKk0EBMGn1mQCkVrDZfLBQ+PTzhuV0uPTsC+m8AvmqANgRw3mGPrYzcE1H/VxzrWogso+hi5vhNZCNqKSbLv6hqoZLvrKLt3cQdBoD7deNiaj7FcKxW2oYBYF6bzv/YWAmbSLbV1JUTLRUwfKICSWqsBYHHH3OVeBM69v0R4CdS+L3DHSx1YCUBesdwP5/Ud52ERa1o8yjI5eR3ImGf7nD1BFEEfzVLKDxPmjeHQu1hGp2JZw0bvUGe59u47zgoQOkTJxVntHUrxMK1hgKCIGKsOyOxFWRw3ks6yC4QAzuLjYoooYDUnTfw9s8DL/VKvMhz1Qtmf7GdB8QxtIMJQS7NdSvU1crJ7NLPuGbsr2k3U9jwSTB4K5QiXE9sw9nLJ8PBLF+8ttYDVNG567+788snuyCnZRd9jmuZlPhfv89ZtFCrdATXOZXF4qDMpIeL3gjlHbGCk0tlnIGJgu0z7UTJ/4Gl6Xv2STx/0eaf9Wg43JQpb9tpgEVFWLsCQDBElB1VsCJsuUSF2kFagvpaJKnoXtNZx3EyMmEmx68A//Os/4Ouvv0Vrze9pmQ+Pw867POwYY8dFCrZLxbYVKA1cpeNCFcxwPS/rcwRBG8O1MwWHh36NbuDGu/0BtW4gsnTyIEUhhaEbBBlm13GJdzY7zvZqFjkQ30Cr5Jsm24aH3dhaGIdlOlaDmkop2DbLRickOI4Dt3aDHAPidyRRW+5BnujAZkNmAsje5fn5AyDdQ8fZhLPrjsd32+Jr2DoqYpiEJc+w8gsBhdXt5wKVKxJ41yBqWLbCkEN5HsCLMjZUXJwDOFrBRScRWxg4mrNXYwOJ2ZLVKFmi3yagWhJnsIlIgaqw3NoegubAOqShN8v4WQo5g9b6WTAlh3Qn7fhMooCFstJ0UrmD+AVJQKDoygNKLzaniuLQG1QFtf4FSrnk5gwPwSiK8f43KOUKLeL9t6NQwa3Z38a+tYx8QxuO1vByPXDtA7cxcLSO1htEFftmWWz75WL7mI2A41cAHuWROzqKkKEO1sfJif4UupCGgIMTcU9H6WMH5v659mPdfdJl4n7b8X1V/LWMa5EWJzqfd7+wf+7xyppZbzu/KDqFBz92xJJLWN5xAcbyvt+nfN95LLHCiP8EZTFP+ew7xU6y2YA07xvHUicrXfn+nU5+E5AWRcbMq7ofFpRqTyup6w7UZChNZ2oapGv/uN+N+l594K3jvgJzXlrDAH3n7TOON/tN2CW61OOpzxj6vbLeQmT61Ri6A5Z+dMHvH/FYg4AsNGLDUKPJklpa1lp3lLpNryIgyRRmVYwulg291LOwNLsj0w/YF91BBRfFJgWo+uLjlc9s3wkh4rQt85YDCRFmJmMyjwoDXF1A2fck2N9QlvvG7vyyE2P3wnw/JXv2yjxZXikHN8OfxRPMWLvgamDEtah2f65WB1SQGdnYAbKPhmWH0q6XJzziYalsU+snnEfpVh9Kdg5vVtfS7f1YrBzBhog6HuN1KFxO6GplLDxBt+zty+CJNWYljd2DaExWHw9e5rGAg0STtcQe2ui44gQHxcvH8/r6MSHopQ1P4KUCaiKZ9vc43/9U92UpF6Y1FyClG7j365jR6M24vbBlYSMF9q16GBMwjo5rf4+np9/AmPv2LCZC62aMKyn2h4LKbJ+JAUXDs6gY0K3TuSXXwgHcoSc3sOHv++v1xCicKCysbXU9GNejUbH5eds3v8avxRw6cQReHNNBOLvaLBOZaQUV1FrSsUuWBAzw22r1DYeSRvK50HDAiWDCoa7n023e4K3MdYScwVTYkgUGUOShUt2zm21r9lbXwwngg9SAf8V09Ge3j0xrs4yv+Ld33aP3AWg3Edre0VuDHOYEHNcbbrebORPJGLTssqVUY7KSsW9a655+vjuACvAIB8XW9SHDwm/U+m7WN5EBKBkGhnwHZs3+rrQBqIiMcq9sXLIArA0DlSJUTzAwQztPLHwvu9kedDaDvG0KjMW71Yq9bhbGImFjuZYMWwgZczWH0TfENOZVwDPXKQgFwuyMK9hcMUwXhQpjowowYbSRgN3KeBIZPn1aSJFprrGt0Yg+NdlJw+2bPhSoBaVY9rtKwLhZ5kkGobBx807Ys1p9qaiFT7JDi1GHYv8J/wUa7MBgTYWPgU8c02/5p+JQAEezzGIcwJBlP7MKFYDEWW+eiSu1oaIipk2gqmitW3bDW8NxbWhHgwzLvPaP//gN/tE/+sd4/+23ACxUrhTC9eUF1+sNUMXTeALXgiIDeihasxC2ba/QRwNExcNev+QHbPsFzcGEIYrWuzFZ1eYuUEF3DaLwUriUTIZkw06hfaQfYZuYlJtIrHDm0C1tlcKEvVZctg1y2PpPCDZRN3KJKroau1HdljOfgdBaA0BoR4eiOPvPgRgqaO0AHp5MuiGkBriACqFsB7hsFh5cKMnxAoBGMAzdGxHzRadHZ++mGFAdlj1NFAVqougqYBhTOFXtpOPDsGQ0BhIR0G/GRj2GA78KqQC7VMFFKzAUQgNEs273xzI3R9SzN14uGeYHAboO62cw3tn28ABAs82s7+psP3i4tAAAA/zgde01rgrlZuCRh7by3i3srHXoMNa5MZKAgY76+JcguqDAbJ/BDY0bSh8g6iA2wJGbAmAcrYEKo6hgcztNoNivB176Yfp/0ZfGatf9/Mfnax7l/94+ArA77xa8niEVnoL1jdlzZc5EytTV8Z3x6eF0fGbZPwNUypewC+bP0zuQy0zIGZFMJ3Te5q1oiFePc9CtfIdTPv2YOwDjO677MZ39yH7xJ93DbnRv2uFjsIzmOXYwpk/z8bZ3mrkzOIK6rqcZ43zf7LdvgUaYJ4Votb3G59StnqpsjJbPXUU7px6A1/EPqeZ0AF6XLbLJgWfGsbxsvfbeKfbvS6347/2P/0f49/+n/zNcn19+QOF+2uPl+uK7qgXFUxFTZdceduMFgC5ONHlsPbshakCxojxUyNHMmS7FKmAMoAl0dFAld7bD6XdHexUlRjhmYVmMBQh5Y8L39J7mfRTktOwAaDr2YYiFo5UCnLR4i7FQa15iL3z3zJysMNkrEAA3gA4r50uwZTaALwbQeNrZVwcpMtuZV4HnyTbgxNZGf98YyVlh9qOwgWg54GMsRAYPrw9COr4p/JxMn2AuOcNAHWAhv3bJQGgg2cwOcpof4l6Ihc1F1E9hrKvlOCa7SpawO9uemyFpkaKle9/p3QGx5d6fmNtOR6TxjTZUsTZIAMgz0JUIGxQkC27FyoisDxYHAQc5bf4BvL8D1wZ+vuK43qDyHkRXM8dKRZWGdsTr8qntBOyZt9QcNCZQDWAfoKJgMSNYMJLVUKq1F7/Rz1QiVEYtK04ZYPoY0PbLP/6t//6/g9/9/vcmmtl1MolFUYjRtaOP5nbPA4AYujE2ckFKwGkNjw5ml62FoXkB75o+v/kubADaZigD49nmwcKzzdbtHQoR9eEMIjYgtvgO70xK4POI62kYFm1i6hwAERkTZjjzZH21VYQ5KoCVoKNPBpTXgfp8HFp3jBDOpnN93G2YRMil/bQQkNEPyGh5r94s21ropKTGD1HWi8iACNBdH+QIEXGi1GdSAK27qOy63tKCKS9jXeE6SS5gXaqlPmeeTmotkTXJ5pmiQPEw9W2rvqufFk/a2hkOQuEMmu4JenfwhrHVLfdD1N9XVQAxZzVcSvHU6lRMxyWZOkNxjAMDptfEhT3cx/utg46991P5ChsIKSpTIDxA5DFAJURyQ0PJrmVm7KVa+E84ub7x8nB5MMBPFMdxQ9GBIhbSjk3BRaEa+aNi32YJY1R4b5uLa47H9SBY6nMCsufG0kx6xvN/rUdlYN9Alx0PTw94fv4Wjw8bvnhnaegvlwvYdXDIOxCTwtV8vLcJRDq6soU7qaJ7WNb15YbjeuC4mZCyiODl5YZ/+I++xl//9Td4eb6iVtP4qQW43m5oRwNzQfv6g7FcRbz/F2wgoAvK7UDzOajUDfv+gHEb2B8vePnmBe8/vODWhgmAP73D4+W3aF3Qjm4MXN7AXLHl+GWwWop6m6vhGr3FMrrFekwElQ60YbBLO2yuHg1FBew6OZVNEN72kZw93xpGb4AD+5V3gAZenq/ZHLfbDdu2o24bSrX+f9xuePflFxhiqeNbB4YQiBvq5YK6GcNUu9kmXIqH3UXfJg/rVXTfKCj7xdiIYEhvaLeB0RUiHUONNF2d5D1ax62LgeSLOyRjmDnifv617DiEoLcBvDQDoS6M3+kF27Z7dP7UShMtqUlGAHhTY0pWX19gaczS5qeCdntG3bYMt0+/c9VDZUBlg44LIJbNLewQBQB+AfEVASCzA6OdX6AWwJdAYd2A4/n/i+btKEPQRaAC1FoxhKEwMJJVUUG4XB6g3GyOF0XrNmfebg0bF6jLCNxEIaP9WXWzvxd49F1ebVAVv8utThotVhYR3AL99DP+ZEDkIwyScJxTTNh3PmKB+z5PfWstmVlJZnw14buBozePN0G5tz//ocdbUOErptMnQLm4trro5ST66qmYSnehi3jt757BJpzOS2Pw7lgNMILFj57u5UYnUfyOWX+BhAL4FPAYE1MYn/PzaWh8rEXu2+t79+t7oDN+18ntqiQYCshQ1zo6G6rkCx8Bd+GPS9kX4/6XehC6bapIRaEdtTrVHoI27EVEBCyafWarpseQwK9n/lLPaGPZ18XBCTj+QAYSVfjnAcB0D4+CgRRl4UFpgAqCqWG0HMkO0ddTH8XC518wIZ3/cwW8PRZjIlqfOZqFdZVuIFR1ACJWIWVAdmfAKMChIyN2ToiGYxh4sYaBYHUw4efLAqzF+8j8HQvgk6h7Fh5zBEUZKZ3c1PQJuoWSlVtlWUvKeRCqmsFCZGCJKlw5eD5T2zxX1YGdisxMkswu/4/4jl7kXR0BHmFhuUXVLJ9HObOseteO3vFSlP3uqHX2KfV7B0hOZOUWAAeA2p1p5M9SYOYarl4XYmmdMqY3vPdz/VmqXIFKQxsDQ3weYQJRAZXNNSBmJsvQQOkY2KoxWmxustTIhnW58xgGK5uBNoY5FdH1MupT1chyyYH+9R28apbdrSO3fpjwa9nw+PRoKa+3cl4/AXPkQc4KCXaYO7yRYS2OBI2XuW25GQmFvz1BqBAAVW/HrUC6M4d6N0aAWjlSo8oB+akTZA0ncHDJ59Naq69ZQLjlaX/RshTr3RrJE/zhuCYEjwF0DUBrhgyr3+PMbA9QycZYYcpU0VD7qc4uocJgWrKzqgMtgAVmEHAT4BgTbDDx95mkQmGORO8DW/WwTc1i5PSW65I/51PmAWW9ebsGWMica2HcTBS+VpmQ/WSKZCWfnDTNOrXvTey8oEtH6wcClJz7rfaQUgqKs41u7QaAULeKoXIO1RPYbjpxMglmcg8bD2Mwus+Vpdp9o4y8AJtWj97/SgFaNwF+HGDfLLpcdhy9ow3Btu8AsesoWbivDkLZJDcuhvcj8D7n+zTvFt0lNYD8vEdJ990sj/JRZumv6KgFdNmwPex4uFzAhfGwm0B2LQWXy4bHxwu0dBfO3lDI2GMElycRQdcORsHmTFNjcjT024HjaGitZ6jjcXS0QQBfQMX6eu+KPgitF9tQYOtL12sHlwaBYoNClK09fREpVHHZKgYJRjtwjI7r0SEdqGR6mL0PfNv/AAAGtmtxf2LDF1/+Jcj7QNeBAe8/Q9GYLIucGLuSCpvQ9ugYrZkO03FgQDGOBjkOjNuBcRzYLhcncRvwHZEbfQgIU/+nVAMbbFP4OW1QIkt3v207nj8843h+9v07QiFj4g0obs8fMHZB6XNTkEdF4WALw+U1zI5iVow6TvN7eFjs6wW7zpHtd4qHjzYDs4utdTHHkxpLyUK0xZhIcJCJFNyB50NQ2tWAPjY/jiB4eTGmWnE2IssB0Y6nL9/5MxamP4BOHSQDhdzSVSs3kQFlawIi20thMHyzxv+J0YmgWtNUkzYgzbNjKgE+94uvh2U/MJplwSMGqOwACY5uQHWRzYSzYf7Btm1W50NQhqCQMbIeLxcTWu8VWgakFoxWPXzxz4NEf/+wtbsjdhfS5nUACQrLqgbkrkAsqCWFQZ3m6cavOlBj9/0EjLScc//3vZObJrDOLAkfc9TDBqf14nvn6xPHKWupnn68ftAPcMazrlaK009wTKLeR09Ig0U9JGy6evmN3SPaGNEOi1MCnCs8FucF6HnlT9M8ba3kZA/FFQnQ+duszJwowrLwr0casIBRVv1TPRlxMW36PfIdfkCbhHGd9+Wl/B/pQ289K5lDkwr/pn6Sf55Gn05Ozsee+ksOWSPHdJgsE8XLy3XuKrsBGotd78Mzurg+gtOrE3JbqW0CJIMoupYqIN0AkMy+RbCQIYWFc/F0zkLv5l40GfEMXcKG4mPFSUxal+fnS59vk59xB/pycuI54aDC2C6qLoitBgKl2LIjM/F+7H+zUbcRek4h+My0MIS8IORgh6r9fIP1Zx/I7Punc8MB0rtJdbnWi4VIvKC83CP+FfvJ01BFAHohwh0hhDEXAM7YobkgxHx2DwQBmACiWL8IMChAohQxv3sPBysz5A3+fHbwsdDUa1L/zinnwDbfo3iopAzHmBRA9+odi/6RZ/ALEYDUd1rnS0dniM6hLAHImWuHEMA2x8oMMHiGGsu25umUV0PRx+PGfBZg9u7TZWAMQamx+jBCgyB1f4C8T+j4pF7Ur/Qwmr2c5lcmAlfTuwAALmz1SgwdoWcxw3oizI3qg+/eizeXazqsY9N/y7rDrFOO9vKTDGu00AMLHzOdEHWtRV1C6rhY/7HuzrkmhghurGsnUMTn55wH4VZHvBtmuSPbrk2Fssx5q+3hRj4URRWXywUQcdbCyLT0wT5MUCtvRTNTWylQNc0QkW79Xc5mW9ajLkBb2pfkWQF1gne+9a5QlMrT5F9eQBA2S9STzQGiAaxYveqpHHreGFoXCw27RUAwh7iUgloqimeJIlQQGePANl2CkRVNI6ClTQgmVH/rh03FrNlmy2Ohohi9ox8t1+LZbg4geh2K9BRZt/7OyRwJ9rgx2KqBe8ucEpt31pTuV6hCmSHdw2FIoEVBg9P8Zl+3EkwsxhRRDrvVKlq1gPvUFlFQTp/rEVvnb1hPdw39T8vhLK99w9PjI8ZoUBloxw3t2DH6xdl53cHYaQeEYHIh2+AoREA3Xbt+dBzXA7eXG45bw+12+DKkuN0GlDbsl3dQVPT2guHOo4KhXGEeiWUgOw6TyD7aALFg3zbY+glcagFVRrtZ+CoORh+2nnBhoAuux9UYs2H7uHlSYMB3YUsrL74GEjEOsTEpw0W3Wzf4pRozqlbCh+sV/XjB6B232w0vH97j6WHHXguaMmRYqnlxmygA4NG7adu5rb9tG4SAfd+hbbhOVAdzR9kZX/7mS9zG4RHuPkaZMBTGZgKh6sXCp7iANtOA4lJMdhGMYI0pM4Y0T2AQgv2eqCbB5uH2wbSDGLB7+zwf460Un6eIMPqALNpqAKDSUQuji7hZ5OARKTbf+NJQcFCC6sALP7uqgy7mKVloHsSiP3JDq7hJ50QCn5AIfVGCWOdihorb974RLQ4463i070R9zTBwm2o/uQ/RbmWr7n8JuAuEFQ0EloECxUZe72CMIdi5QJiwl2qsVx7oXHBQhW12/vz+2fcDj1YD2w9eEMjpj7N5c0Q5ya/npFML5OdxdfhJhuR7o6UBjzzzLYef7n6zi11PJsUPPw4evXpVrNO+OSa2dk/G1Ccglp/keOvdP3nuDzrWgZQfvb6prm0+gcBYPimu+5yCeBvHPeLhd635tiNG0Q5095m/y6eaKDvcJwuW/TbK+LF7feq7Tz1h7eK0AGin7deP9vk3Dje2aUmnG04o0fy5gr5vVdT36W9/riOzDQG+C25tysyoZGJ9K+3V0rB6+OwSQ87uMRO7ds+yw5ygRASFcwARMEte4OLYfk6CR3f6PnEoJiOJHKyJz3oHyMW2o+2je6cfFsADZpkCRZOSjsrSqbL9T8/NdPd+UugNqf8sxX4HYeoa+YodfYaWlyJgspS83vLrdRKJf3L3062z0znLZYCVIdlLghnORpjhgnHPePGBDHHTbtfIEsKV7/HG/KKY7fDWkc6hg4b5mrpct4xnAhKY2+oEeBjW5qHDlPhhXItZ98qLtpIsv+t8rpq2i5W/IoG/FUBaBIxPdRF176BnVkmsfygQmL4CcXHns6KwOaIuXzTX+gQoPEuMjz3yPhrZEUnYjEqvptzscRAudmHDUfwxk0T8uY7YWMsNNn/PutUMdWIOoIWAUKj1/uC9H8sg91/NAE0+uIduhgaOhgZPbFbkELAaZTBEu+sTST5ZS8nPMuTMLfXhcwkxObZubVs3d+69j0ZK87N9EAzXCTDmMrjYifM+OG2mUTj1OvHs0FaSJXMlLVnPxENMrcv7GPI5ZIazTS0he71lbvJ3jOk3edAOekbq5jm32PvYPe+YpWtVAC5x5889eyBRE8jQsKUHpG3qY5m9otf3YQ8LjZWPXAx3anDNMXsPbBYygKUEq2t53jp1qmjqGzEXSB/Zn+db+Lvmb+aQznoPDSRG3RjbbiLeQzTfg8hErm0MeY2peFhSMSFhAojNEWMuKOTMY3LNI++/odtkYZKh20Nz48FfdIU2c8zc25KLHftPJ35kY6SQhUbum4W4qhpz6Ha9oZSCyxOd5riZu8JBfzFWKUSTYWRaYgOtNwsX7RbC83IdUDCIK7gIOCQqAFAhEA1slx2QA1QYQwnSBvQYlkWMCK0bAAlnQN2uhzn8fUCJUDabX4cIrtcGVEatm4VHq5WxiWLbv8G+XbDVCiHTfuRSQaRoR8P11nAcB1rrtj5uFdfrC54eLrh++BYqBlrdXq5o1yu+eNxRmYy1FA5BrsfWr4/Dwnq5FJRq7vsQE7fnoZDeMfpAowPEhIfHB4wPDcMz45IhORhCtikzBoS7yz6SN4eABiAOos5JyecRtweTJVsMNOnDNxRohgZPhjlP89DnWPNNJmuQJOYxYyUPHdjclI0cLANwu2Gz0oga64cI2o39pwzUalpVkShIqXuZYqPGWFKaYdqcc6vSDYCxKhURmwEQXbzPKpTVgWkXvZYdkOJzvuTcb33MAvgVZv8oGIUrwALl4aT1gZChCFBpteW2UtC5YCsFI3+vOGoFmgG0P/fxvcCjxQR2OpsvgrLsnIWhqHPRyUXdF3ZRo6udbfTFwUp/xs0FX8zCsMrOvE7O33Hc7zJ97OB1oveCRKcjDyMptH33A7+zQPmfH3YpXr/2D7nbaa27+5TeOsnrR9fyL7uMp3t8ErW5P3Rtflu0fXsnFuhcqN98EZ/YcK6HV/ZpPm299PP6UD5n7UevQNA3jk999+pcvLmr9fHz33BqV8Ap/4Yb9fwKJ9JoPNjk/UpQLpzSX+hBMGfY1inBdHDDUbkLbTSv1BydnKMcOCLLgDHpEb4ABlAhfY7dqCghZHhUsm7EtGPUhbDt5vN36MIUISTwoAK0GAg0jYdw+HPwkYclOaupD/t7KzgDNkhn6NMDgWY5MmsPbIUQwBZ/f8/QPcqQm7XDLuyhzEjnq//67t4GeX68l3ioW/a5+75HMCAIdi4UUNctCg2XNFqC/cPz2QGqBKV5XU9WMEzxmg0Wbf7WrKkwI2qMyYQJ1tkKIHGE/Ymdv1fgcNYQ0wSPlJEGQYCcyXSDW1PkwFNoPOm5TNGewMzyFhBAbMvpUl8JKvk9ApRc6oeDgabFQq6LgVJM1cRzqYJQIRTsLquvmezBQNUuw9L9etsrLEW4SXpxjtfczdRqTroSIrOVGfP2Sv+pv/238f/4e38PLy6I+2s4/tZf/W3UGu8V2bpmdZvmi5mu5uw7gJRrjv2wzHPmGAPOgiFypMehI+J00Gw9EpznxAnm5E6rA82n1PU6/zYB18kutiLZOh6ZlUzAeKCiIFMme/9KkzGGO+LVvBYk1qTlZePQ6Lo6xy0iAYuV3URMu7ONzHFkWNaz0box50aHyupY2D/TLhq5EQHAs0FFKN45HPBVOL7q/JeFnXVt0z6dwDqlaB+73nST1PRC/J04Q8RCEDu26jSn4QSAAiiKjGkO3OTmJyHH5QRhfROQbZNAgRSHLR5OFiLSW/G+G71JNdzL2T+XqUg1EqZT7vjHXMPszJFlbiVYCGEXQSXG5eFiQu9eZ6XMxCj2/wXo8vflbWElkmUkTLYSmWCyks3L6p1TUtMUuR44z2DeCHf1hXyV05KqcSblZTgx5H+tR9SN/8qkeHx8QvFwQwDoR8OtXPH4xZegmKsVCSpqEYiaTljhulTRDKVUZ70aQ0dwO2xNo2IbFlT2zPYFFmB0C/vSAib1UDLTvtlKQdk2cGiGoaI1we3aUKoBh/Wyo3D13CgDx7UBhcAXRtmLDdIBtDbw4f0H6INCLxd07VAq2LYN+wXoxxW3Dy+4Xq84Dst0VrYNL88fIG1Hb7cEsaU3aLe5ij10dkjURKyRVtOjD7QxsF2M+dNaQ+8DdZuuvIV6d/Re8HhR1BJhtcUzrlWIR7HbuBymP0ce+iwDQwfgYYS66Iole1DNVubCYHWR6NHR+wybhmr6+0ICOHMoZAxMi674ENPsSwG8y+joR6wlilBXs/5GtrdKnNpvRMCjy1EUqhai54BfT3mFWP+M1aVkguNFFz01VguLhs2jsQVZPAtg3kO72/cXrxNCSgHA/iaNbHBu38PrLm0jhkKSZE4a/F/JuUhFTHfQgfuCYGCx2XW9eDl+3uPzNY8Wj3NmfXAasYcFmASFqdoH4ANYfYZ/sBoBwVGJqTk/v3dwXh2zA6TB8J2XnJ8bt7EXsh8RMRC7RUMkF/4war7PPqfe/b4ahoTvfMnPvj8tPz/3rus1KwCy3vf+/vO5uny3fBttvoIlP3CNNJtwOmoffa/sZyv3KPDr+XC5LwdhEZD8RDkw1/3TDqHvuMYnomddoJOx/Z1PyVOtaN+ja2ic/+r9KA19C+EhxE4irQ/Q5V/MrTQNWNWoyz+9v/5URwEhgmoAW7gY7JJBiqkqF+TUueNldU55LbOASsUEPRxkcGBHA7CA5pwAwB1q393O58oUIoaHHCWOQdYpyYyRBBzi/s3F8LbNACEOcVsXlB6C1P0ZNh+mIHKU/Y2Re7bo4zoAkQKMnaHizo0LinjZ/Jz1nbPPx30dtKG73ymeAczQtEXcOcqC4U6vTls9RQ/jP57NLcPefHn3LBt2z4Y1BW2OYvU6Dqdj0DIZEjKTXcwN8f6jzzbA8n1ct+46L1U0WUlLPSYAFODS2kZezsb2fqGV5c6hlceZRhIA2cJAirY4AY7kZY864PleIWYOo+tnt5Eop6bNw0yA1pygVDcQHOCgDUTGOlIFuO62I7yuKb5hNGSY4G2C29YnVIdnrdrMoPbCqAKiHUMUYxCg9kyF+Nip+Hf/7r+J/8m/9+/h//73/p/4tRx/5+/+XRARRlcEyDP1ZwAs68t0ZCP0azJcRGzeylNPmxv2g4uzeciAIwhB3WAmZ3BoOsme7HGIiw7P3dcAaRJ0P4G85FPTSO0kYgIrox0HSvUd/wCjErhfD0JoF0VmNglB/xg3lD3D1vg3NlCICdJHso5ULUQZQAp5zzE0hVW5wKM+3XnpHX0MXK/Pli2nD4xh2dVi2rFqoWWImqMTu++pf5R1ZHVom6qLzeD1GKGCAtP3ocg6WBhcPXwRBnBZCJnNS7z0mwj9snTfMUatnMxLKEYATWkfhFNo4EuPkEUmoBiTV1Q9XMfaOgFG6AwRx6yXyiWz85GDPql16vYFE0OcHZF2CDzLoDPwygJ+cbV3niCdMTBUFdWTYBTyrH/qYt4qFmITb082LsAMZYKwhRp67nMLc2OA0Kc9B/i7wNsumH2UPTL+l8tV1C9jgq3fa2P1F3gwAXX2TRXB5eGC3VPLm/4NQYaglA3kdkUMe9vDidCiaUMQbPk0l35qtxFZmNiO6sL6xiSWq9ttDmAPbni53vBw2dBHw5AOIsXD444vf/sl3r274OnpAXQQ+nPHh+sHKIA6BE9f/AaPj08gZtyODkW3fnV0YCcUslTyJB39ELx88wK9DfSHgYMA5YJtu+AdTMcnJBMEina7Ql+e0duB68t77I87FB08DFwPsfkAgdnZRzpg45nJwk23Deri/obtm3j/1YXruZYp1cCKcTxjLwSqG0rZQWVDB0FpoImFrynBYVvbHO19OEOPsO8D9HCxZ4mAWCEsZg49PKLuG3jfXTJxGBg/xtTdi7EgxiC08DVvKzHySWECqeQ+FzlDnIjRhzoAMzfibJ3UBFTCFt+2isvYUL0ObKPFxueuTwCsHpWMvTW0QYf1tE4DpAXkYKbyjDIq8OQP5YNVVkpQOKFkkVkwXUaFkkBk90ybc44yu884SJGRkBwAG0o+nhRMBaww3SMu0H6gjZnZrbe+sGmXzeKf8fhBmkdhtNiPJfYYbq+/5WiGIXSvefOxB3xsbl0W47vtqu8uM4DMAeOoL4BMCaxC6G40y7qz5KuAIaDfv8r07ud63NOCv+89o3j0xucfu+vnLFu5W/bWFZpnINDZdcHXV+d+5nHXnuaPvTYM5/H6rU9lwuIbvXGE4OIPOU4G/l35PgYcvRKeDmBG17rWT3b/V2VYdn9mvb39xnOXcdLwT2WbRchxZsadQD+rRH+eg0hhfJuQzl3KOtRYSf4x+cI8qfPFDT3L/gMBxsuB8viAieIJoC6uHAyhoSb2zg7M6WFZyeLI+lXXebaFzOJ5xvmcIAvdO0FvdU0CMjSqA8DynASBXbMnx+XqTOrr+yVwRPPvYPH4ongCYGKiD7BFR84JVlcDoI4J+lgbJNi1MXA7ZkhfgiL+e4pnRz34L5GRTh30WLPXnZhNAqA5rnKx+yXzJk45JlB2mkG9jBx1tQAcMpbtOpq/AzNN0uYMLXcmT8AU/BxpgNyA4QyujS27mZLpVQXWuYp/R5urv59TznNXJgyJqGcUZEZA0CLi7qwmXV49HCa+B7LmwVQB9khKwHaM2WdbKmCuIDCc5IF9q2jdw4WiItSHzhCUamOFuWOnAqYdt0JmuEqD6DDjmcwI3IpRxol10SULNtyv87AQ2mA8ToFgInLNBNstZY6wNQcOdAI11nxqw4CTP/n6WeQzePG+LQQcvvHmXWgSAG0nNMqknnChOHihrksCVVAtYM8ABJgYdnN9IQM7LC30aGEv2n9ERoa9MZFnvuSEocwpsr+m4DYcUMAEvfx8Eut4ATRNzTt2B3RMRskbh6qJIw8Ps8IYUNdIakdD8bTwo/esL7jhvxUDR95fO3poYbizIF4WW189LGqdkw2FQGiJEQEaGTUjVJMIXK1f9NZQ9t3srJzX5zvVYhlEa/V/xR1NiGcxnPdc/827zHsRUQo7ExlIVaqz3NRXWw1zwW0Fci0TZksTTsB2uWSWPdOHiTq38geBl4nTLxPf9DIn0DPCMb0qYzjbCoCcfXy0hsvl4uUyJhlgjqsonYG4zcKNxFmd5MCmiLeImsO8HhFCGWVRWpPgzBAt0QFStsxRXCARIpcD4Vd6VAJ9+Q4PT4/44ukRXzyZsLBCUUvF5bJZP/S57OXDFZfLBXTZXUi9OMAHbMX6ly1PZiOJL1dEABdnTupAqRvePT1BYZnF6EYJJHUxn220hqN3yOhQFXABtr2g1IttbBDjGIL2oaFfbROp7Bu+/PILfPnVl+iiuB0NXQngHa2/xxdffIGHh3eAKF6untGtENq1o107rh86+s5ArbjswzelDezZ9g21C46bibfvlw3Pz+/xctwwxhVEAmYFVeADXSHP/wS0f8Dj9nsQCrrPP9frDbfWUbdqczBgQHYzgLvsmwGjZO0QjBWujFouKHUDVbaN4QE0qiiFULiiewjvaA1E4tkhGVvZwCqQ3tF96qilIFg07ThAUDw9PODd45e47BueueD6/B7ap0wMCdBITKmRV7DaxqCxbxtYJcOQmRi1VLTbswFPEuNYUEhxuxrbLdiJdTOg+ObZ9tg1ORUMTwJqGzXDmO02I3ioLoc5S6CDwKUacAygLJqVo99M4wjGqNqYMSBQerG5yu2zsLQM75JUhlhlT2c4vs9dxdYpqgXc1VAGUehWIGPDth24jB262aaGimCo4Nqb6W1Fkpef8fjeYWtRkelW+YKcVOnleC1OTY7kkwupfYTPQIZGf9Iu1I872WFspIHBDNYGEw2EOcKhiu4GghloJvZpBk6YJcj3IzjS+Znzftr6Ot80KaxrWT/zXn4rX7Dtusjyocv3P95hNXwCPfR1m61+XlwnUPAaLvK9Hquv+hLgjr4A7N5V2HBnYyLtOutH+gbr6Ec6TsaXGsL8sWOGcOLNd/vRj7uy5IR9OmfG969ZkeICBiz9shJEB/67/+7/AP+bf/8/wD/4f/2/f/ryf48j6p9TtSiwGE3AgYuCPG25lN/4ol0AGiB3QgWK6hoKxiMdBvbIgO0lGyAy48MdKEGZK8a4IsPY2MGBy4Od+6mU4oQlZAjefgtDBA5S+dxlvGOP045VKds8BJMjjnth7qivbgwrW2Zv8zJLRYphL2oq+fwUWPY6KGTsHXjolCqgVmemsBuXD2NTXRzMiZ0kkondsAMnwaqKckSfZPi7R5hWAEcawfDIjGvSAFT7WaJ+ygI2BLCiSGCMeDKFEvCLOkRmKUrq8jq3ZRnZNKsi/K44c0gG0JuFFwKe5e4jR7C2QoT7tF27tCcwPxPC1FuKeovKv5uXViRVCbbPC0xB8SVWbZkXSqk5rkgJWwVaX5hjmN2GmLDVDa2TpSUXsc3qraJuG0Qaem+Q7iHtxRw3oGN0NxQZtivnGihB9R5u0DExZPCPvOb9fEfvw3QXNACicLiMdSYy694sB8q/bVhwOqsfA0XiCN1IFc01iDe2Z8hAmIIpriwCLtWSEJB/PjRDDijnB585CoMqQ1RRxYAmhK7PUMuqttz/FArn5RGfxyjf0cEc1Sy/mTuhYzltEU1tLru+Dxtz6uy82OENDZ7hGeJORpoDMhYqY0FUm/mEOI6OIgPdGSqId1h6X0yJs34cOIK1VZwgqlDXF4qwr/AiLGiBcwgr7HkR/kFQXI+bhS+EsO9ynELMddq4cVqlisrG3jD2kOlvsGeeVFhomQwLNSm12LYKswtqG5tJuj1DAAd4bU4kz0xZCkGkulNFpw0bVsx2I0InRSUDRwnqbAR7NyHyjIwWumG6gm/0b/9vPkeN+WH2vbuKDBBbNrAuHToEqA5SMENE0H1dXMW0dXRMwA0QDR6ezrHpfkF0KcaaRdvtLIu1tfu8lTX113IEoMnmuO+XHb/54h0eHh/w+PCAy2XHtlWYUHWHDEXlikvdse8GIDERKlvYIETdf7T5hYtaIthi9V3YgIKhA2O8GHAiHaCOoQNtNLTe0HpHOzq+ePcA0oHL5YLtUlGrCVD/4Z/8AVx+h/HhBccHQaENT++esO0POAbh25cOFBPd5kvFXjrq+wv6YLz/8ILRBcetoR8NPAakKbgwvq1XlFHx9M4A8JeXG5S8Px0dgAnk6w04rjd8uL6gHzeIDog2KIa9KwNH76B6xfE0QFwwulj43K2jN8K+P0C54HY7LJNaNxbNu1oSwEe0DTM2EgCHzVV9g4IhYhulG20oW8WLHBjdkgIEaMIwsXt1IO6CC/aN0F8OmyNIsZcHbFQx2hV/+HDD8/sPKM7eq3XDXi4O3NgccDx/sMyqzCi8oVyesFVjEWqDMZc8yYeZg74+DYF6AhkGgYpl+wQ7S6dS2opdBtroQAOqKorYHIfKUPFMccs6AsAmsVjXQOBRwOLzq9vkY4hrL42oYmdaAYwGIZnzv/vnpVwBvQCMDEsHFId2X48IsZmtyhgYptsl5seUWsDDQKlt3/Do65KtdRb6fPSODyrA9cDPzUD6/LA1Nzbvnc1gqKRIcgAbgaplppQATT5u5EzjaHViP1Uq4wwEZTHTjbvDYW1l5TRGvmdpGQDgBo4GZXA+l52+v14PWhg29ujvPJZlfP5Cp18/64jFMK4z6ZPPqZ+f8ljI87oURKcBoySAzgwrQBhXZ7ZVLLgUu5xpcIXBbP+VH3Nw/AkAzrpTR/PDM2AT7XUPtr0FsAqw5jvj79OobgGfdjOXg9UEBlXMIaFiE5U9KvhElMbTyQkhr33fNa3bhpWS/ks5+mionjnGDn0NGqav7/NWzmHhPYSops9TOqA6LDZfDOQgj4MWtt4IMcHGRCpPWQ/WviAGOHwKKF7rPdk06uwiZ4Qoewic2rPcGD0dQ5HMoxXgWIWsYpUL/RRaASTY3HJqZwdY0skyB8Es6QC1yjKQvYwBJsEuwQMBt5sxbbZi30dq+FgbSM1BWMsY7yge250A0oGkEQ+aIFqErmW9hnMmSLrNcMCEyUA2JTMg3OmdbXUe0/b6ASoG2OK3ZTIGkSzXyqnSv9+8E+F+WYT4g5FsrmARheD66dylHmOODhAqgTkAtFlbjFC51tmnmUEhfKUAowK04RjPuGwX1H0z/Zhu5arVtCggxbtQuFnLrQF3kAtQQqyzYKMBVcYhw5gBHjrDpfr6PVk3EbpGYIzzTPyrOVStDUPQ2F5tvgd7+xjriE/EuWw6d+RylVkNDj3/NAfCWNf5DO+TQ9oJ0OGdQMNhDQUgYhGeHsYENcdJYJsmrGbYW5jGmBqX69qk6iLVEX6ABAZ1jFxvViZuaCcByM2ZOZWr2XnOzAvtzfwugCqddRP6UmZQdAxpGL2hHQf6ceC4XTGOq4e7rbafVfiFgFps+6rD2Ey2BCyhCbOFkZpMC3iSlQNj8GnYTDSfFcTGcDBivSqrXRzTosokh3q7pEYJKYgVJcAKt8/zfzrvnbcMYIoLmIoDRzXZJEMmm2fprDDGt+mVEUXoGAwA5gJxXY41HD6XpwCWnOFWqwFcRzcWhM0rwc5awuKw2oq+oRzhbSaKYnalmsYhy0BX9T0GF/P2FOJMsHThsVx4+SiSLaBMm8jbJkDspcVxdg4CwIuQNjjD85dnR332UTdw2cC0wbLLruHrdhAR9n3Huy++xLffvoeooLXmy82Oum2Waa0N07EaFn7Ve0drHe3WcBxXSL+Bi6JWwnFrePlwQOHZuXq3NiuMClsjKrOxbKigXirqvqEUhmjDuAJ//CdfO+vpAUMUz3/8Bl3+gH/+b/0z+PC+Y7s8oOybzW2F8fDuS4wh6KOjDUETsYxszULkGYr3t6tlbZOBw+cNFU3GHJNpE7Vx4Gg3Cwd7esD7b/8I0Y59r3h4eoAy4a+/+QAC4auh2OoOEYI0xXE09EbAIBBVtOuB/tJBhXDZLxguRl+ccbjtG/Z9w4PccPSG3g6zEbgCVNwkZQAdj487tk1wu3VcPTOiMEPF5CBEnH1UbQOolIKyb5DeLbyQCM2FwYUJD5cNey2oRAAJGNXE7ksxSYlyAVdnBooDs8WE7YeYzQ0VPGwFdbtAS7fwMpFk4TIow1iLbyxlONzoi6mjAFWQWDiazUVYwHyz+4M8P2FhNyXF1wxRkFawsrGiRaH5t4IXPaNYe2rfHVz3bRYfIrUUiK/5nQ0ct7XMQ9mcgUtqoKMlmyiQtmGUgV4Kbk6Kuew7GgRH70A/sELWP/Xx2eCRuiFsdaPLJElLdTtLRafzM4W07ZRYnM4T7DT9YmK2aG7xa+hkG85lwsplsZg8S3E+HaoCCWWU2El1A5yYwRoIoBnUpZQJgESGHr+juGM3OQ7f9/BVnk6uXfofMQnf6+e8cjt/FluZ3nwUrYWGp2W8N+Bz4IovuPY/Iz5YHYaNqGtFhCPpYJ/9f1mS4/vveH8bfKfXOP36qj6/415vHkSzs92dpMs5qwaFStTHLM96Kd2V93zOWw9aHMx7x3R1gBNMhQNVlF9plPP0asuoJjIB/FcV8Ms4VARKPgdkHYgtBBzvMbXRRB3UjE6i1sfS32Y1tsowKVBxlgvTNEwjDGE62vZM66gxAXk9x/iglTGyOAFWQPigWc6BhyfFPcoCHqV3gZxMJN4nFpDk4+IEHgHu0DiQosMMQBG/ZyysIUDd58QM/z7ed32BEHQmWupgfR5wEhRPcW2dAzbGts8BcK0NpHaXv6h22HYVefiaTs3oCAEsDBzHTGfPAR4Z7dru4fdWnmUmgmkvbfOdgVnfGg9ZGDrArJcYj8kCmE7oRABOlYNXBwGpyxT9aj1VyAxBVYDG7A/qdZGL4HLv5E3HOR7KF+2yMo5iPASQRgQVN4xVfAfQM6sRbG0FgamAUNDJ1khKJo0LXqpOOSmiFOBkIggKuBZU3yHkaiE4hSvsCTPNtop3kOhri3jxL/3Y9h3/6r/2r/sOvI3BbFZxdnR2GQeOkuGwTBH52ZJ8JOaiOdkjGCVRVQESsd/bdJciS6X6BoNgONPFJNusnYYzOUUVW+EE10c44YWzjAGoTPxqsnpiyQ97MIzltC8XMCYBjuibPs8F2yWG47qpKRLpkr2/+41kDIi/q7o9GGwokYEhFu5i4JadZ/IGspRnuZ+DVujAUE7xaCzvAKxDMTYhZ0aldSNDSU3cnNST0iyMZh8nxfVPCgUT3jbcQjtGRX1NLOflaT0UiNC3aBviGK9n02aGttkH4kBMJBQljg0v+6eqaJ7aPsc/sQHP/nB1vTsF+TCmHM4RvlmLsVdEPTzOH2ipw+/nT5tLAoyMPqAaAtkxzuzF2FlJvQ/XXCkO8M1xBThgSeGWxvqhp/UtmJgx/ELjJL53T8b7DXn//XlZAj/qQdam6+auCVSbCDWjgmDAY60VT0+PGGPguDXLuAfCvlnYskkoAFDPijiGhyx3UDIGFU06bqNhDGOSHc10h4CKrTK2WgGtBlA5a1nhbEZ49rZm9y48rAl4t7A3JvzjP36D7bKDbodpe20V++WCx6dHoHfIMX0YiKIfVhYdgvfXZ4AJbQiOo6G1htEtzG6/XPD0+AiQgVwbVUvTzop2vGCIAT7EDBnAy0vDw2XD9Xqgsdkl2oF2iIWE9wZi1/bad2OnlALaGNulomwFdasJHl26oI0G6d3CK53pY5F1AojictlQimIMBR3dNUNtPjFfGOj9AOmw0NUSmlYxt9ryUEvBtkcGODWtY3EzRhgP+w4AUNogXHNubM2AoQTrmcBiALJAoE2gsOxkNjzFsiVyzEcw9lohbHDQaygGxM1Vm09i71AEFioYQzjN7mVV8vkmEgGkk6oa+8Y2Zypgm2sL1hFAvGc7jbndtu8xRccJgBqhxRQYQh8JvslhoWkKmF1EA5UKKhdUZqtvrdhlQ9s2BMv352IgfX7YmgY3YqEKw6vaBeQCFFoXJF2uj12ok78UAzKupyWtI2LStg46NV7syUnFVrHJO3YFMHd5woZX9TAcN55jMZxMP8oFODeIEDAVzcX2LQf+k/Xmd6Lzh6vPn+UM4OjVPT7veT/EfA6jLXf9cC5XtGuWaX0R/zWELe+xi7iZeiNMWUH7Mn2r5boAojSyxNzf8rxuv3rcWm5dv7hzZN+6/gcf2YivW2COi/OpaznIJxE7Py2SeV1a4/c3OLcf1p+nU5fn66S/vyprji/g1BnWz3+BR8wX0bfmm8168JnJK2CCOatKCEVWG1a3Eck1oSMDDZuBqXFFHHd1EytSlCTBhvju7vzo1DYJ+Pcyv0tSWvyiYWVPVk54nLFCRkYxK/jrgaEeTsVBsI8F0r2N9AWWsC0CEpCKWs1X0XMfzY59elF3QgdSx+dVPfm1vN6DcArlGsNCw9RThoT20dBZh0oGFsWuDtT+jkxxqSNEsNg6f6B4CGKAM6vnlePgDTAnv5+v82o+iDDDeOX1e8YEQLK8ZdZBGDDBMGL2fhHzBFuZJbKvRb3d9Y+8xutjfY/Cs77i/NlyUPVsLAow2+6uZUtxQV31kJtgCDljxvqQiYFa4iZf+b1skb3KikGZQps9dIWzjeydJFcS9vv93ITtP+2opeA/+5/7zwOAg/LL/Czi2B958y3s27WvLeDzuZfdLRKaJkjaNwpKpzrCfGRdo3L6cWPdwQEVhTRzXApN2yzmX9PKQM5/4n183eh7Y8k/rVcnsp3fN/UnKfoN8g4RHnbPoslMaXCaP8QjZW2zUVSmbQlfdzUqi3LKyaxBYa/MavWfBqo2IQhJMrFEdaaAX2xRzNvnVCVhWaoxkTjPnUBUOCTAOWNa/iSk2Hrqj/qjA1SatgUS1Avw3vybhV0f58SVd58r9KSLFc+InXp1wWDyzQvytSPa3lYdyjoSjQxC00IEYFpT4gKx7rDm8pJnzb4QcwcUFlZiNeZgR2yKGEAWq49pj5F9Hhsq2bpIv3HtL/NvO+seoIuqjbZPEMp//hCd01/SMTXFApgrvnHAIP8JBWRY+BipojULIxUxcfPNNbTE9cUkWIIO+jEJuFinGySWOY2GswVN64f5YqCVi7KrUM4XowlkmFzJGBbWVkEYtaDum4EvW0UF8O37F+ww3bM2OpSAh4cH/K2/+ZdQIshWsw+RCMbLDTc5cBxHZvgcQ3DcDrRu4FHdNuy9Wwj3tgEE0yPbKkQG6rZDu80tEuuyMxHbMTA4dDg9aYQIjtGwbZZBcd8IXKsByQ8V9VJRdgePtg217kAhlMEouDlwYeebXo/NXQYWBQBk/dX00qKsit4VG1kmuI0JtcR49WmhsGWa2zdLhrFqlBGDarVNWDVwXMGuGUoWFgpjH5mYf3Emj3iWUNctomJz5GgIhqM4rsBEINd3Q9gi6pk1SVCK+BzvY17VSCOnXn32y0Vtg0GX+deWtAn4U4JKMTkuswef592I0pnEkNUjnrOLr1onjSRj20cW0LPdPOVSlvnpZzi+B/MIuHflM+3myqfWaZzYsQaTnKdlATxzhK1ywRwwBE0m6BC75oszHaFcscOTx7ptApwMkzHCYJilCuBr1a9Z6cdhxwcg9kNhh3BA46ZppyyHQKcYXxqN5/39++OHdpVzW/jvC/AwAT2cf97fZB0spz4c9e8/PZNALNLT0Iv7LwZWDppYvO+Mr/no8/u/sko/cfxIYMi9EbD+lXV6/1nWMQBmMBmtORs6nejPK6MZKnpqP6xtwfNeFsM/so/FWDGqvE2AK5cwDEejsuLz6/dnPjQ0hTyTVwqt01Jkn08gCoqQyqDbM1BYJy6CtX3McWUGwALtvlUQjsbpIb6I0NIAqvDgaBj4shb8rse4cXvuy3OuszAx38M4AUjFAJUxANoB3JZne10UskWIgNTS2YKJo3cWueI087hDaAAWzXNXEtLpVeLLnEBtLigE9Ni6ifOAU9a1BMT8bxfDhXQLrRrd3hXdnuFx8aYtBLiIjp/nmkcQEzQnnSDJ8PJVZ+AoGXgkaj+p+88YJw46Zba4AF/CgLhr99np5vXBZM3+s7yzWSzetgBQPYRPFrAtutjSJ4gMaFIg4zVDBXLtbOvcEPPMcJYaxz3iWbA+K2EUWXuSg2dcvY4j/CyFTHyXXcgzh7Dv8vumkIvsxnuIWEiAjIHuGWeAyT6wYgtKqQ6yMwKkUlAmkvw5jaY//Qhn2gbRSgpcm9T+diN1sU0omsQm/pnMEEgDdS6O9otFObLJoHEwOJx55Ma3AK4xsaxPAURk1zYh4LrtgDt75IyNcBoQWPWdfaZ66o1wW97Dov2jADqWuShCzSg+d5vTpkoGyfAQZXueiFgY3GqKhxBy/JMBosWi9ZvPNfHu77AXva6UCSIMgmkydZS0Wdzl8GmIT9fbHsFiE6s7CQIDYVVPjFhFsLWCWKj5DPV5hWKNZstsxqVYyCfNvmavNLOcxRwQDJLsJz6PmcNNKDytrIQL0z7BHYCARToiqnCyfmLrFcygYGmROXWihEjWbsuchTiCOAE/Ez+fhY/yzNGztN3dWhQgl7GLik2VFP8hB+kEFsLr4whz0zc0uAiaP2NsvBUZEEWI78028z6vs05/dQcbEFCrAQsRThg9POuJ7T1H69jrhqenR3QhHEeDjIbjaNi4orqIu/oYsRTtkXkswi4JpRJKtbAmC4fvEOkYQwEYO7WUamBEN6ZRsglHx5Dh4GrBdnnCl7/9PfaHiwlSt4aGF4zecbSG55cXvFyvKKVg3y/Y6oayFQM8C2OUglEKbiL4cBw4WjP/UgS30iwMCb5UNcbzS8HWjPkTdlv3jI0irg8rFm66Xx7QpYE9Ex3I57pKGEMhw8PGarX9LSZsDxu2hw28FdTdWEcmMbFjlA1Mj7g8HA6m+lowBF2LrbfjcC1Zwe4sqFo31FJNMJ/MLipygIhQK6ESZX6V8CWMQVWwVwsVZN84ImJsW8W4PptvT9U25qAQDLBaso1KBi8z2ereP3xrXc4ZuoUIkckSHv48SFHJ6mPbXAAfcDvKSAhOdp3ulA91hboExfI5jPGZ66uqs60nY1rEWY0AOCUXliOm2IxgClPWUA9b7zyDJuOs8abW59MvY/uHw9i9fXR0T0ghqqbxJN20ojI5yc9zfD545Cu/mzs5IeeknCcW26EcNyiASud42Jg2LVxsGkW5UGMCCuKI6FwUJqMIK5izPP7k/8TSotkT3N8Kurt6rGM4N/iESPdi1ITVc3/GgihOEEDxunfhvMAtxpXOR813eftxHy3ld537kRJ9/J7rydPOmBhHxtNP1lmCc14XCYZxDEy1ycxj0n0GSsN49otzidcJ4PV76Vygs7A//jGN4Tsj+6SVMj//2LEyfYgIylMsFCvY+EPKeDKrKHGl1HxAYEpLhfpJQutAsDtJodO7/ZIOFYEQ276mdqg0FN5AvLuJSQgBJFVAvbtOh2ViIHn0aUynxoKnw9bRbbcSZny/amNfKDJMKpggwuZkR8sKzweTg0IRSnTSRHBkRgDcGvD0CLSrASYUzju5OLNYuBW7FtOqbQOyVTMwIRN5WGzvgVmgKOdIR2YOzgiLI2AZ+6dJ4QRarL84G0iGl93HzBBkuF1oggiQWdtkTNAoBamHAVERQiY6QaxyA54/wDQZOgDLCGM5yKuBSvvFQtpWAMv18LwTWP0Ysuiv5XWWaVIVThmwMhA7Y8l2Y2cIOuHk5bOabsKbh98rgEbyeVOWeg0nTXXpN2oZ3GzlXRhrfj17P1yHsSqSzQTAQgG9vR1EiO+IbRwRsYFHrnMVugMJEKlmxhnABa8zS5imdh0rICrorZnOhbNFalmNKUXvA3VjT/9ujqhE/5i1i32rKK7J8ks9iCh3c09rHc7Tq0jUYaypviu66quEQRqOO2KzJewZG+uhhRMhYwaAWJukU4t1XXa7605kKTYRiCe4vRXyqEHLRGg7puRJGD2ky9flcKInozjOX9chALo+i0AyYYIASgAYu6APqPTTmtxHB2uEmU3bSsYwrRQZoBT3jyFGCQyJA71Ken5erPdk5wVpM1nsAEL8nIidAQGgxN9IsE3BGKPjaObk2vRs4LRygNQ2X6uH3ik4Q8ZIBawR5jZtcWRbxwwiPnedjWQulsq+FnO6LZQbkOG6fqRAH5BqDqaQpaVmsgxDEX6x2itxdBmzbyG4iN6H8nwb/7EBbcBo6AeZUK62gS631OgyqaDFuqTJhLRxsowNTIZSrnUxTrIfhj0kthYDLtoPz0pIpstDs/exh9DSfFACTWmjYllS4/HWreFF/XUeBODpEY+/+RJPjw/48osnPFwuLmQORHKi6Re6uLoKWrN+WGvFbQx8eD5wuz1j2zf8/quvDBga3/qYGThplQGoTNg2YxaNomAGChOut8PDkAq2uuNyeUQphJGbM+eDAXzxxZd4evwCVBjX23v8/X/415aJsAm+/fABH779BsfthlI3/H/+/j/Aw/6A/eFiwCwRIAopjCss1UQbI7XAMoHUZuymQsDtuOF23KAOHF2G6Wnejhv66J4Z8YKHxx2DgN7INKW4+PhgB3RsHd+2CioF97pjYc8TAIii9Ya6u+4SqmXy8j7dbjdwIYzRIeMFhQRUGeBHbNvmYDQADNRSLaSvi2chRFAMoTIwfGPQBOrVQJxa58ZsIVCt2J++sPkZbGnpRRE7DcH6Z1YUsuzJZXSodEhvDhR2EBQP+45+3DC6YrtcnGVVjYFGBkEPNiHx4tkfiycEAJCmrSXVnZ2EpTig5CqKurJZkUxaywTqt1LCKRsjLbPDglcE05OFoWJhd8TiCX3c04iwYbVkU8wz5JYLoxRLdrBxRysFVQrqKNhKQSvF7M5fYtha6trcoczMbBm/AEDmDg+R0fQmcPP6sNSCuTIjsnCImM6IJqCwgEZxxOS/NFYsSur3sx9L5+DishU8y+YVfQ7liUUOE5yi8BHc8X7DYZzP0rfjzNeyr7sVJ0jU6xBhKEX63jzj/rE/yRH3XX3d+yNrgFYaLnkASCyk/jOcL19sUz/ATZzoVakp4ws9RWdbVuNVR+FV0ej+g9fvlRpEbhQQAKzt8eaFb38fRkz+fTKC71hx31HMvJbCmPpUgfIROQ6g+nqc5LMIQcGspaZzp77b30XO4zHKD6Tz8ks9hrwHqKId7Fkm3s5kMoFuQWRmKzC9AgI8PluMJiyH7QBk+BSQW8RxpNPFBjZVnyRSe8bZRoMAqgC1CYyQA0cJIDkIFNT6dbG7Z/Dsm4ctuaPfuwMExYSoxR2G1IZYAK6iaUTn4CKGAUIOPGQGNPHPFlAp6iL/+NixUpLWxWxZwEPPCMPZQy7YzBUJwKnCsscJ0LplbBt/APRb+/z9s9W/ADh853h7BLAbsPTuwQCV3oHDwZPC1h792bK/bdXqu1QPiXMh7jGAulm6JS3mvQTolWuHt0u8btRvMINCeLrwrId1fV9jcKO/vbmDERbPAhoppoPfuz13u9jNI4RvuRSnDD+SBqCBTgHA9cneWm0i70fWdSbYJEOyTwdAnaGX6gZhYRS1/qiQJF1JMD8IELGUxESCWi+GhzKdhhsxI+R3hAEZltmFB0BU8D/8t/5t/Af/+/8d/tf/8X/0Rv39Mo5/7q/+Cv/t/86/gd5d12kFcTDXAInQ2gB1REzFbRXy07BP5jyd+MHyTBJgtIGBYY48m0aI6UCsQWXIkK5MpUBmXosGjsqeeljSYQjdGzBDydlHhdIhD1B4rk2c4WDR/gR6FSHKzD5NxDysk5HmwEFvHqapc2Nw33ZLMS2Wpaf37uvcAibB7E1x4d3RjRFBHvZJKhkaczocbDNGne2SG9hk9y3KJqIKBQuj0/BdajVypDtKYccwAUMnK4eLCUtHqJ2POgOrvI2HyJmtldp3yHeT2BhVZ9VGNjUx8JZAELbdbMBYE6VYqEpIN3AxVgnDslS2MdB7mw6Nh47MzQm389KxcjuP1EXto11h668qyEHUVag2AE4DJzf0Phw6M8c3AB1RQR/Wjvu+g8sb7kyEGvl8FK1vgt7ef52RJFYRHm5iIe1rqIn1mZEhUkSMkXqfUfnRp9OiPfX9lCT7hW7EffIgCs3wBHf3bcO7d494erjg6XHHftmw1Q2X/cHYJhAUqiAfl4BtNJRioW3MjD/88Wu8e3gA8Q7dBlrvGI3QiXE9XrCVauFQvLLvgOMY8GkHpZAJ2TdLhPFweQBxAWAha8dxoLcGFca4NTx/8y1EFe+fnyHXA70WXB53vHt6Qq0Vz88f8OHbD/j7/+AfYX8woOzdwxNqKRh94OXDM55fnrGR4quvfoP9stscLIqtVgNMvM2P1iykFwF2WjhWa74hsFWU7YLL4xd4Pt5jf3gEUzFw2JkzEMW2FUAYpVpFFLFshAlwAOlzxN+3myVWYZWUUCwV+OLLd6i14nq92Tw3BGUM1P4M5goqm80hoijC4FbRe8dQQq0VXTroAKgUUCmo+47LwxMAS2DTxwBpsfVZDPR+eHBu4YDZ2GSznkifpkpslEBQLw9gbeBW0I8XDOmQPlAIKNuOdw8P4FosrLrYBhqhmO2A4njCwOjG9FGSzLIea47rdRtuP8R8bZlz0dyH8XItawi5tqRGZp7ECyjnFuR7uUsAWDY1FmNfFgZLQWGg+ryvQ0FDwKKm1Oz6b700Y3SVgiIVRS1hD48KKhVajZH3c8XwfzZ4VNyp4YX6ym4bp2N56rhewW84s3FItoz9ixjDiPWzicF3ut66V6Cs98cyeM7nrgvUHHDToLD3KWVt9IlSnGzxNyZ//cjvbx5vlH0xC/3nNAr07pwf41haaXFUZxkI5zpf3/lUdjdiNT83B/SedUSnZ378CKPx9KDXRZw+/esX8+v8F1/810KvYYSfs5C/hYESgMyi4hOG3O966yJ4Ge93t1P31jv9qUdmACH/j0fbjBivSgkuEBsldEXK78EyVtuN/G/8m/8G/q//x/8Q/7f/5P/8I5TyxznaGLD0oNVDzOBU+jfmB/WwBlFLEgJaHDLkzhGBPMMCLGtLhAARwJXBOgCtmNpBcQ7Cg/YbDgN14OBMFGjZ7cyDAmQADEzy8+yF4J7EPFf9vm8h1VRjKyodnqBMO18fE1RykCgmdBcIT+ZLhGg53OYvcJc2WZdxt4y18A7j+RoAiNqtKhYn0+utf2uLIGQpCwC9AWiAXJeU9wW4vtiNLpvde7zYu+wM/PEfA198ZXUlMCCvAbjsVkfjMOdz3w1EUlp2b/z56gwpkAFYhZdB6mV20VzoutO/1Hewg0IdMdVmsTTqcsvhwGDdrC5CiyiYZDnP0KxTIiTwNBSnfpigmV8Xi6yq3zuYW/E5cAKbEsWHvQcTRuuQruBiAqlWdg89c60KIUCZQLWYrrcIiAo0WGb1HbanHVv9Bvz8jOfbBxyHOQCldlBh1G0DZKA8bDDdJc5EfhlpF/3ul36ozTGRnleBu2wsVm/bFhpPfpkis8VkmJHCwm1krnPRTtaj2BgjAvTWUJig7AK1rg0CVcua07ulLzeIykB2CdFoXy+XNUtUDFQgX6/dAR9LeY1UaEz0eHnbgBs4sb0ZBmiEtY6zLcRMDmT4J4Rcn8TTO3OKJTsALgAcCAMZgJlzvoM9MoY5FP4kZkoWT86oKui9oR0NuoQcDxUcfaDLwEElYPe8jmFM4iIFqt0Fpv0fl9ytJjgYquRg16KP6TbMtIVM84fEgR1v50Imoh2sCMNuw9mxexQuBq4UgNV22McY1oYOgquIgTwEd3wETRuEfFPKvHQPtXAfYGHzRDuzZ2ULRpa1ddSzSxYwPMzObXv3bMPmXDeMS+HJeFArJxOBFXgojKuvBRwgmsDejdltecpQk+ivdj5baK2HfjeJjH8+18X8uWyOKg2YxtG0PI04Tye/Y9UEmt0/HP1gk/3aDrcX06afPT7BseVsgslnE3P2v1qM7VZLRR+CdhwoIFxfnsEAjusLvv36G3zz9df48MevAaiBU/sjdgH6S0O5NjxRwTVYcUJGDKgFx62hcgFBUdmYYuKhucYCavj2r/+I6/YMEKGLYBPCtXe0qy1tD9sGfnyH0QduraG4aLfqcJnG4X4N43Ip2JP5MsOKiS1Uq+wb9sNAaFELvey94Ztv34MJeHr3Dl+8e0LZNvzDv/4AVeDhwTIVApzzmGnK2TgdvUPJ0tITEeiyGbuISwoqgxnjZlpSKprJD2olbLV4dLpYGUuBHs02kOtcd9iZMKKKmw7wVkyDrGwAFWg3GZJt2/Dw+Ig2BkrdcblcAGaHqE2XiZlxu10xOGRq1AFhuH0s7ifx0quaEVMKgbfNoFxR3I6GfVNw2dGOhrKZ5hXUWKe2Ccy2hhJBx8D7b59RipWVY/3wzXZ1/8jWRQu5nPNPnOMRUTQ92TVqgzj0ksN3mC7eTLRgL2aZrQEiTV3HooJaGCIGyXSvgwLYO28W5khdUQSoSqhqGeyqa4f1wbZRmhIQP+3x+YLZZ98bgDvdOiGD085R/PwUeLQ62hrXOd5PkS503W27uz/NvyhusQJHUYE0Kap0d07Qs9dyTpBJ887ha0dJ7vYb1lfwP9bK+Egd0N2va7Yfjcti8f2Oe330iG6IGMqnsn4EfnM/NbJoOEK+1Mv6MwxZis/Iz6VJ+U5zzON+LUbW0sOHQQC2HaG0D+/KFJEbGg7/3QmRxvatjftMFwxMY+B71+U80o719krW2x14pPmfu89y3lnYSaofF01/69DF7byvrOUGNnlFyIIZ/kY798wqHFoG81IN4GUx5lUV22VHqZ8/bfwch3ag6YF+dGzbhm03YHrfCcAWI8h2egVg3NC9vZiAUmvufK59hIMdZBxp67tCDjjAgZkwvhnmmQQbBf4zjEzvrxoZrjw0QQOUMvpuhqJtfAYDvEwJRERa+fWIzGUAjOkETIffAaKTZxLf+f1OLKG1PnS5l79rgljOSqLlfV0g2TwETMdBeS5s+gE4FDiiHArscQ+2lPdjBUjEq3FZGFWA48UAnerPCpBtNECrsZmuL1Yf6gAOV2PqbDTrfx1AUfYoTm4byfw7nhP1o1j6ga8OMceQb5mGgx9tebl4letybrQjux7R3cBemu3VF5FZKv4OBtyKfEcbvDqWds6+HR8HI255uAJcC5qnAS6lgrmark68UnQvIqBYhhAZjNEbWG/o3XQYxNkeEc42Q3A4GQImbeVgQ9gc7jSjEqjH+v7D5/Sf8wgnY7IzEIsUgNVuWliDcMcNwUxV6LBckKW4s+H9UaOfLk1tzge5szv7hdXmrLlkSwhcWBo+H/r6KuoTp7UrXJdBeHYZy6Q1AQQAZqCLIJggFv5mDv1wYCUPwtx0KhZCdlozhwNDKi7uypm6eTTb+c5ZWCxjWgry2qexKiz2zGyb/Ezn39MeXE4G0qJSJcOdw7QgRi2wjEoxP4Sd4MkaiNWjodV4RvG9aoqp5z910XIolMTzArgwbDg9CHaDFaRECOiyjmQ1ytQcCiaWlV0tU5Bbi8rhKCmggjEsMxN7xp9o42gr78Dxid/bwitDSFf9X0YtgHL8RhZGJmMWluKbJLOBcj0HCh62SD9OaTsyZy/GYpka67oQyMEGLsUZc7Bd/lz2or/FugjMZBbRP5bZZppw8wPic5LTdCLFM/j9yg63dc/H2W7Q9XOCjcm6GdNIrc9Z6O4GLoKtFtxerjiuByADYwhqqdi54g+3A1//8Y/gv/gL0IMY44sYddvx/tsXXHiDsNrmYevoYky2LorhmxjF+2f00VoL0HxTiE2zjEB4oGoMnGNAitliD3XDtlU8PjxiLzuKAjpsveJCTkquIC6Q+co29+gwAWf4XOm2nMIlH4eCqiWcUP/38HTB9eUKGxVu+zkoGzZ84Yrb7Qi4F0SEfTRg1Nm/xDaoa92MbSm2wam+cfryckMvHVyAfd8BGLi37zvaGNBBUCo276qC4XpDHhpFpUKpOhDP0O0BjXbwHgksKJk6AHn4K8Dbjq6+QevjQ1RsfoIvJ+TpMEQwjma2wTApijEahhoLvd1ueL4dGGNgqxVffvEFHn73Ffbqm1givo9nIX79sM04Y1qGsD7S7AGA3jq2zVnmiDkNILg+XtgXzuAi9rUw1zhKU9DCzn0kLDbkGkrd+3Dm9moWLna3n8fOrGI2n7mOgjoEGwQPqGi6QVRwVUWjAaW+TkQ/2fHZXmDi8feTh67TxXzhYAt9932RC+YJnND5rNUg1NdXz3ItznfGZEbbsoVCrWJ1Ya/R6W5ZKJvsUv/lzMTQ9fw36kPzd3o93756g7NBnAu474Cp8/xXGtxb98iSxW6aGpNrlnYtNZ3q9fU9l04832h5Tb37bnHA1Ce2LJ1O/ezsH7PsZ18m2ofWO56+j6dFvWZP+5TfoIEcY4pLf4/jrdNPn/nNP2/M6usXCyN+6T+0Agd5vtfnx54T73Y6wZeayOj2Rj+KfaTzUzBfMoDXX+BhOhe2YAO2y2x+lGb0l4aAHmw33bLxcDoQr14u+8j6D+YAWXKIBAzNIXcQIlgq7ticQAVSIDK5nW69MFsi5XqADrHCRYcP5kloBZ20kRZD9y0tJvviPNEtuyfm3CxbJmu5QZhMmqibBUJnAJkynQzQCYHIELwODSZuQGgfqb9XaONFfZoLMN9fDju/jdk2p/CxKIPPSwH0yAD6DRM88/KNw6wV3gx4KpxrBpZ1bFaNzLaJcvk68WphyDVmmWdWIKysYFKwq3CeoldBbn2jPPdtmt/5l9Gf4l6n+C9/B5DXywQdrJl9fmJy4lfMV3djwcNghwiIxQxlCqNMoeM6591wvkXBNFLbYvTuxni8urMWQviXJ4tBxkAsJKrmFJRi33U12vmfsB/wsx1rDQJwo/5+uK42UdgFOgEVmiAB59wRKc31PKURMgRQRQzgKJosTQDTwdLZtXMNSGfdPoxMNfNlrHzWg6KdY1x4f5QpSTC1LZ3tlvVgf6dAeK13G2hugy1paEoyjkKg1Rwn68YWsjaaCejKsJARYECHswHGSMdM3W6J3Xrb4KpQeGh3IEN3h3NnEpeVaD6y8K4N5iiATMMEROiq5r/ChlgANWmd0bQlaO0x6oCcr02rMxJ9KcLTre7se3GACWShdlBMdtDS3mmaqNcDDLgLMGu2qWevy41X1w4ayDDMaf/d1RpNZtFqVYREAxfK64PNsZquqp75WU1gPHb8w/5SirC0rJR4LOpWvBpnn017ynVYR+gFIqCvLOG5LRZ7N54zwSKay6bXmbWxvfOa3fBXdWSx7xe9WEK8/2GO4+pzlqplvwqB4EIFygP8+ICNCM8f3kNFUJlxuex4fHzE9fkZt5crtAvqvoNrRWsDz9cbxEMpzX93Jl6xDYdaKmplnzYFjAHdKmq/GBtJDWBidQJ0KWhunkEt61ohxlYLLqWiQIHebUyoMWa2UrHVS46PgRkmK2pSEId0VC4xYsyUAWxcOftbUaCe8VXE9HSomq8qXSBjzM1N8jGuds522Yx5U2PddD01qTZ/MWDs9DAjBkQ6ughoKGT4xo9nKqtgy73rLE71BcHGZQEVA4/6IIgzu4rrM4EJMtTCrjABYFYCuphuqttOwdQDYJsPHpKd2rhqQJR00z0iD/0Fm6ba0ZqzjwWtNZRS8OVvvsTIatKFFRnrp4WYifvIq4dpw3FJ5ATkvDrNOcq5CzFzuQ7quvUSQyI2Q2LK/JRvSAiNMLVEDGxZ/QC1cD2fv03WkzxHjKAN8Y0XQIjNnhWB0es/pqn54xzfCzyyn3bEApO/A3iDDOIL0KduvIb9zJvnjpwa9b147P1JKyjKsxjytDjWYbTaf30CI4Dd+VgNo1UjmMJwXj9fDaE3jldTqS5/nQq8LJbrNbHYa9TDG4uLni5/8z52jKVMOgtEC60ydYY+/UbmHurpdeKXFYjDXR0lGIbFSAgnyP0+KxIBPIEdH3XIMKHl1jqfnAb06xLf/x7lmU5esMg+WqFvHXQPryCv/a6wt7fx1tfX0KuTp8VE6xXLDvVroAjTyL47po4Fzed4kyQzK0DYN98jyvLLMnxUbedanKq+iaAEzkHkgn7eD2KqUBMdjSxCqUOrS99QIMDcBCTGQG8dxIpSeZr8y+KS/9T7cjyfdfbxte9ZQZcJKO4BpFnPQAb4IxZhWc6Z5bd2XPVtFBMgeLMG/R1WwCvABS9HXusghIQ+Ulw/iwoRA3mqmUymo+OeUqkA9/mu6/yY78JGZSZ/bxVAm4dVefmCgVU9qxov9SrulBLZs9VFs2O+yrCxCzL7GmAAz1gBm7il5GtHyJYVXec/DBerdoAjWGv5mgE+BfuJbQsyd7Mx61PX39dnYL5Dgof+efydABhwQugJiQVauwZjzr/IdFo0nfOVufRWr3F8kJU84tHuwQ7cojdEynTVHFg5/nKd95mJAISWCnEIbZsDDiLbNdRIuW3tG+mhpTrb4hfslP3+d7/HP/9X/4LZmwQEA9dt5WXNdHsgvXrK3+30ZY5B/Oq7vQF8ALaBRzABbDLbJ7UbvI+ZQ+egioaVFBuF3qVwtoMUnv0smlQXm4uMQUTiTnqsv+IAjQzPZhOMY/veQq5cYFvVNvpkAQMpWBua/dMclEjvPO25sCVFxszctIwLlW6Za3pPJsHoAzLs8/P5moY9xjAAzMGYcJbJKytxZW/HWGtqKbNNiI0tNMRAV5AzqnWxZYPpjbRz2Nt4hi1GP4GLr4s7mJPpE+eIszDEbW1hNRt46VPTInRrT+DZoXCa3q2O/boYv2oTS4KDdVnHfH6ffRnZv/Lw5cmcXWekpX3ioujeDgqcZABsqSrzGu8e8/7krDUBMaFs1Rl48P7oRSTy8BkAFGFJyzy/VETO1ic/Ylk6796NgAyHtI75djTFL/pgALVi23dsW8W+mW5mAJX3jL7YXM4l10NgbY+Jra+5blRlRlVCu93QbzcDOQE8PT4Bv1c8f/0e19sBHgLigj4ER2s4jg6BsZhiE4G5oNbqGb8oHg4hsmzbxOACtC4gtQxsBYR9q9ioYoyKPgZu3UKmNiJz4oek3g3BANKdbJND1aI7xPWMhgr6GDhGx/V2xePjI0qpBqq4/WZhuMXnL9PqUdc4Gq51AyCBU0tpb5XJLslQtorL5YItst/VYuLlKA4eOWcxwdxgR1r9jt4mW8+zo2UPZ4BK2Hg0xdBLRak7FAauUammwVPY7exoazX9t8IWCqYCVev3nIPF14QyTRMBXFMPAJl2nI3RaSQqkSczgNkFIni5XvH1119jYxNl3y8bHrbNelyspfANlFiVwh7xEPLi72tLzGSfGvA512fSmJe9rvI42x7LFLx60PNsr1dSD3tjRlFFd7tHKON+pi1KZluql0kC6CKCFoKKM5B/Bh/t88GjNzzgmDRjAU2DJGZwnCf6+2MVnbY68QEjbgwNU3KXYY7avRGbiy3ubOvzCSeDcl5Dr+6XCzKWqn/LOf/UkecvC9xyeRbprScr0oCPhTptpxVc+45Dkym1djqcHIEZRvbmSyCKo7gX/1YsDT8/faX1s7ASiI3KqJFydXkozafFYFP1iS4M5Sj+x973E39nv4jHLUbuvPt3HwQgeIjJnloeIlknONXp2kfnZ4shnHYWvT5/fWmiV8Dp5x9LeX3CmkV3kHZ9ZDwnnRNvoTCofvp56Xsd4VCoGKNIcpGfC3D0LfOdZ8WG8Gj28XXC953UXCTUxFWP2812tXizLB1Y/t3XTYBH5GnPU4E+LOYoz9pplt9z7Mb978+7+9xTqoNCX2mxaN+ax1Qn8KIwsAXFPwslj4Xd5HWSejjr/OiPRu8OdC0deA7uCQDNF8EZMINp/RDckujImBjC8iwCLhWQ5s8YzpSJ+3e7NhhJ4tpB6MDDZb6WOOATmj8Akpuc4I0LZfuuuLWrZ40TZw8F45Ng4TyrxhVF5dBstxSWnvyDvH4FINfKivIFWDRGTE4TGEpGl9+neDn6yDnMLVKcwhRz3gnAc6nru66jAHAoqguJ25uZE1sKUKSjM6E1p2b7IIsMTQprP6ps6W6d1UYOCvKy3oWhZ0LBBhxRMCiITJNMAZRFX+QXePxL/+K/jP/yf/FfgTbbm7fsVQVSNdkqUdGZoCRc5nA+7yaY3Kn1I3R1rB7NyRmjGeOB4Jm/PN28CkbrHuKlXq9AJBYwEuIMR1kdeDNVFLykU4+uHOF0upTPVhRnwDoIE2tP8EHJ+7oti2rhCiDrpmXO5dFnY3NgTROvqh4KuTCYYs0js2W6BPhjgtGjNxPMbs1EdUd3UM0Ape6aOvHZEGfxKPL+wSQsNFlZlqzQMutIcSeBzNAXsWtUycBENQCp8HQKwuYL4Kj6uLCyzH8jws2YUMvCJgMMrNJY0x30E4VwgHk8o4ujpdT6H5fYHPH3TDB53h+Z3EVsfVPXHSE6CcFzhCqu/TeXBmM10TLgKcFOYxwIglE2tTWZrT7qdsHsRUh7LP0LItNcYwaVYgxFDbafLfBK5tiGD3MuoL1tsJQjyxVFYgTQ7M9Y+oQ7eHN5s/LLL8+E+vRBMHbu4wVPT094fLzg3dMFtXoCIuA0X+eWmsIZewImQYE7/ipm4xNQ64Z2NWZgYdOuaUfD9XpDKQW//d3vcTwfuN1uaLfDgVur+9ZHtisXCzUK+9QAbxOkDw2ucnuPjo7ejX1i/Z5RaMdeq0sTEJ5fntFaw0Zk89thGd1smXXgBiZ63cUZ7yvYQBZu2VtDH6bIvG0boIRad0AZXDbPKFrBkfGQGLVeAAwDlUiBar2/FkLztb9UBteCUjfTu2FnWjlbV1EgwlD1rGEoBiT5DgBXABBce0MN5lCprn0azP3JsAnGuIFdG5g3k4RgBnEFkYXu6egYmCxOhG3NBFYHrHWxkWDznAVGG9O6hFabiolD12JZ7LqBUhCTmdgZ4GrjbshAaw1////3D7BVxuPDE7788gvg8dEyvzF8/QvQ2IvAjMiMqbTbmojJ3rWQbUp3YTKbecEuKPYr7EjpmfC5cnXzKKZlWLHLwjhoSG6PsYeBx6ZEYYYUA0WrKMawBAjF9cO2Kmiq2IZC280yn/7ErCPg+2gevXGsruzcKbHPAjT6lOaRxoVAcn1DrMpEJdmo1SqZ9SKycb26/o1nhS7A+Xi7PGEMvfp9BVzudiJe+Ynnh7921j6xYqQRuCwsYWQT8xvv8dE7gbABuGWpFMiNbxPAJFgcJ/BxlNKffv9cncbdysRR3DuEa9+wmTcBEwGGjjT6bLEPowXY9n2+L+V/poHzkXrU+9+XCV317b6YOljfdfjiuFZHPuNVMy+NqGcjNu4Vn/+cR46dGD8yd43C6Fn/BmadhSEbRtAv9Yjdz+887yTGrDnuwhRegU7ynW5pDS8vN2iEqcU/qh6OhTMQE46/RkxKMHuWsCVgegErOjIpUjiJIHusvp2/hqzBgQF2gAp+Lwcm4vapGRTj664tlQyo0ervZXH5sRv7RkUuvy/zRdE5dgMUinePolHNujfDbf3OgRp21g+v85SDBSLGZArR15joZMw6lu4aVWzvBWf9PD24QPawTHk0AN2QoheV7DsBoMUyru0XZzI58yWr2Z8dIWBZTJ3fY3m/sDb2C3C72rsPIAyoBHwKMAXXycAfGfZdiI7HQeShdzFv+9ccdcXAaVyEwRaWz5wXTDRcTJOqqzPGvPyq0NHQh6A6CyKandb2B0CFMWB0/mjmCoLtKAq2fcOGijE62s0dsjScrO+GzksMBfG+GxAGkzUPD8tK8ouem9RBB3fQC3s2K7Ehy4VApaClA69g1hw+cYRttDqpa/hXnGysFoJWC+kwcWkfTw4QBggCFstk5ZmQmNnHgDN3hiAEfWKXWEUhMT7JnOIIJ5LIsAYz3HO4EM2+6QAOxcaIxq4+0l4AFOKSW+aMeB9WgNSdIqtRn/sHMMTticmODgtiZS2vG3JTdzDqOFhRVv9DlnMc0SFVC1tZ7MbYEQ67sYXhpXMTjgioxFDXOwqYsBAtberaH7hbc8lD9XJ9ga9dAhchQaGKABstHESw2q7BABMUAN3vaSLDstSFDMvPl/YLCBmerArBMJ1JnZpJ1nShljntdBNYP9uxUyDd+7uYQx5zRWpcUvAG7D+RcCSYWFGnMT/MzT3vwwmwKr795j0AoFQTmSUqmb1vyOrR3EsQTH9gBmjef7v87SCnKsB1ZoibwNsvd5761NGHMXi5MB4eH/D08ICnxwseHx6wbzuICE+XR9RSsbL9DVAB2DfPQhyeRfHt19/i5cN71Eg04QyY3g3Y3h92cGEDEUQxwLhQxYCFTXHdUOqGfb+glIqXD+8hcgDiwWFs7L93X7zDh9thjEOh7HulKNq4grRacgcCSiXIoRjNQK9KzqLJhmZ8UECP5iRpA2cUFg7X2wEAGNJxu92M9QSrg0KWLbdsO+p2Qdl2lG0Hs2WjG/2Gre6w0CvLiliq9ToTHmcHD6ppLjlQW6rrkdIGVhOTjve38WtsK5swFJcdKMXqLuZ8ZgOxhqolyWSxuZfZsubV3UCmsgFc0zYZfUD7tEkyVBY+VzFDgm1JsHEbZJGjW6gck4HsRFARvCuC4pqlTTqkCXR0C9GjioqSagetH/jwzXtcj45+vMftdsXXXPHbr77Eb776EpapkUAUa14Bqs+rvs6ACAzGGBZKDxhAbQoLxnpz9N/JEACx5rpOOv34dXy/BRwBMef6XDEm2JPzms9x7ILzpRZsqhhdXXi+YKuCoRtuIqgkaHUzJn6Grv10x2eDRwNGpQsnM8TsVOWE0JEbCgCSYRKT81vHaeEVcZ2XVcnc73VyYtfvpvN++jzOX37PDz7is5/9ID39XA+m6rfKnKTnExK0Oj+3EH10waE3Po8FM+p8WunfvfBolD3BDXKfQpc1bN1HBKYzuhjoi+GaizLNc/IQWdrBJodYIE7O6uJMivR8c/WymcEXwNI0mO7b7FMLdx50P4QxKzUe6te/6id3x6SPTvZRfGZz63Tk2wgVg/m8WXezTNmuWdwfz6D4VJ289VnQJnubE0622DL27jUWfgkHEYFrxJDDQiPeFAWeh+qAqBkk1LsbhZ6pDbAMEWaphudi37E5eyHyBwDgzcGNWDyXeSHDH4o54IUmI4c6AGfOqMBCiYpp3INscc5xH+AImRj0Ghrg2WJSSyccSY0Fi2GWwArwhjMBAyVIYSLbfJdNDAhR24/UJF5/qelgRZpuAM7s8dyoICc2sZe/zvfIOU7NYe3qwImGd4oE4uQwplMKBvvnYGdRdeDl2TKE8G4g0OUCvHsE6qM3l4NaAcqsoYY6nVXoizOiZJaxFMvghuagFQBuwC4AbbP+wwtUzvlvljPcRwdokp3GSzn0XK77NY0JCaJF2yeI5OeKZwgkeHmb16unIw8Hhyw1N3r38k8DK1h84qLJFtEX+gE+gswTBg3Gvm0YXHw8ulgyWYrnUsmi93pBP66wZAkmJDwXHl9LxRxS80csI6uQWSQx/7LIjzqH/hSHIgAkd0RzkZjHhYsxssJYxRzS1sUUNMxRV3LHfWh2icXVXpx+03Mxn0lMgstDyUQEhe6KkXaWMzLYsk8OZxQN0oVYF5wMHxoED7uQ2feyXJoGv4pjsT6HrITkAG4UMAeucnbnWWWWxYzCZlCDLGw0GcAmDpxEWHYa41qgPt51CITZiKEMiHpJCbB04lYfIgplH4MJLjmT2ue00KKAD9MxzIFc7QGFhxaqszHYv6UpsorY0LESmISuz4lMy9oT5yoAsvYRciF5Jowu2OpmzqAKSvEQPCoYaqG2ig4UJMSWABpRitgbk8zBKMzTTMPKSxodcNG1CtvCfIaSouZxBy52z6aebUkUDHFCj7FKSvTjFSwluPg2Y0iEDvr6nLpQVoTQTWqt4Xbc0GXg6fHJwSMfkyqo247er2BxHmVg8aeq1hkyMz9FzI3nw+0lUc9Yh/zHfHfjX/KxzA0r8882Hx30ByVj4uXlA7a6G5hDu+kG7TuGCj48P1toWan49utv0F5ulkABisGAjo4yBjYibA8X3K4Hnt49odbNRLa54hiCDy83gNgyHg7TvKQ+oGC8+/I3FrXSm/VPFSgT2lAwF2w7o2r0d8LRLHxt2zfwVjD2DXXf0doAVcIQC/UiAug4QEeDqOIQwVYtdf20/dgScRDQewPXmlo1ddsgWtC74OHxCb/97Vd4eHxE3S5AqXh5eQHViofN6gsy0IjR6QBBLTOas4uqM09Q2BmCpqdWwVCyTGfsbEcL69VsyPBVHh93Yytuu7GzSkEpOwYUrQ906c7a8rb39pfhgtcyPHNm+HOaYdOWT8GTX4mih3+4rndq/iUviXvY15QxgOcBFNohhXHUgWs70NvA09FN3L6HFAGhFsbv/8bvICJo1wPXl2d8uL1HYcbj06Nl3ivVQVwTzraMjL4ebAR4xrx7jMF8A56mIMPZUjBxcUXqTfnAmIC7jx12ULwv9jC7nc1u/8VzOdaoUjyEeqBWYyeJVhB5JsltQxFFVaC2A43IAC6u5lvoTJb1Uxzfi3l0CtfxxeFTgTTpULsDdNp1cMppxOzZaR+bUCmNmY+dc7p3lg/uuOO0YEXZc2dknfTdWA5jbTXEZtnjb7/58txkndyVM2L714WXMJs29s9sHf7TF5b5TgtjhtKEybeaf0Wp5hGG4fK2Mw7ePwl9AE66tFlNlpbSnjfBK80BKKmFZQZm+rnzDZBmZVx/AqzerqNTWZdPCHCSFaVh9rkHg3K3S0XmHdNAuTcc7i2O+bF1jaUNfkJn59U7ulF3Gg8OZgUryXa7eRp9bJkWQntsLAj5L+XISdfLrYCJ/amiu4aNiScahb8dDSgEETOcNdg2uUPj8w3zBDQAN+LZDWr2hUONBswMaDGwJLbOw5MeN2hvLkMU7e2MnhjvJ8uyGCtmHVMBQhGQYVjAMleYswAPz0B3Vg0i3Kogw6NWQNe2T9L5+cwaP/956vvrXOrPVxfMhlg9F8JUNox3tsV7AthknqV0E9/u/pxg0kQZjhvQD0B3gMfyndo7v3sEDgdniu9EyxV4+QC8Y6Be7J5DgH4FOpmH3oaBTBE+N3S+3layiAhjWjHrkZYyJGAXg9/ZT2aBfEZV02yv+wH91vVx7l5mXxCBMasA7N4W4sAVK066S6IAur3v6LNfk7+8z3Xm0BmrIbLIhP7JCtlv2wbmgT6GiWmqgNwpNCDFu2Ct4K2iAuDNtSBcSF6GhWEZ9lowho3rPm5QVVzwACoFlRh/57/5X8df/TN/if/5/+J/+RmV+8s4gg2zGpDTwLYf7KBT/C+BySGm4SICdl1IJg82ckP/xEryg1RS+yI/ywL5yhlzqWcWVA4QL2woDwkp9tzm+labEEK3BwhJA+u/BT7fsPouvI8P1lkCdZvDQ4EGdWgvadcxUSa9SM0dNTZDD/aRO/nMBEaB5g7xDaMrZFgIK5N61lcGSYGqZ4UKgMvDqUgArQUyyAETSciMmVC4mgitOlsAFlZZCeCN3cZRC3nrLnKqrnWh5KTEOW5MC2MxJWlmqVsbLL6Ptoq262Jge7DPLETDdahUIL07u8zWoMjaB7cNSikoVBMsDjuMRJP11lMjL8BeXRLQLNaXRBljLlrtZ7MpS4QeAp5FD6hkrAbL5Lgqby66TkzmrIViE1OGkkeYngTAwYytVhR4inc1ZoqqOZPBkCe1Pq9KHt7mIZgbp5i/Le6L3ax3fsTSTuFwc7AtCK5N8ys6fEqyuhJPdLBBRDC66YfVWlCo4N3TExjmTG+b2Ut//PoPeP5wxe043DkukDGwsYETchwYbNnJ6lbx1f4b1Fpz3QAzRA3oGS9XdFEcA7gdA0fr6ENAdMW+bfj9735n9huxm2LWN0ohDJVk7HCpUBD45YqybeCNQcXalwqDCjlzhkHhuGwb+MuCfav4bbuiNRMzrhCb2xjYdMPDo7GI2tH9HFhWNWXfNLdpeXSzEXQM9EPw9LTjshWMdpgGVG82Vw+xDRcHjSw1PYOGWiJZBynN1JjMlxS9z7AwQtkKtlrPPjMZcFS3ChJgDAJIZoIFIEnsVGCZ6UTRhwNjtWL0kfaKBxLZU9WyxMVGiZkoYZM56cQBJB0DMhpis3NIx3H7gNvtBb0dUABXAp4eNrTbCyqqRScRWzvUiv1dxeWyYxwNIOAPf/gal23D4+WCp8vumUlh5ewG7AoLQAKuZdr+MBsHKtPUurOTNTfmOEOjjWm+zII+NxBMsJ+IcBzN6tA1VA3M6lAdGDITHpTCUPEQRhBEzKZqTVBJUYvV/75vuN58Y5bd3u/OLP2Jjs8Gj14xaZaD4CkZg9buu6QpYJnOypxg076++x2Yawst/+FYKZdTP+qukyOtCswofaTzZYBGlGveKPZ65u/39/fvEj2c75X15M/N8+l0g48f4Wv8SMeKNefjdS3SBM9eCUHnEc5CXMceFwqfIGznwaPpX7VLthnFRKa2YwkkUIFlIglAQ4ZYxg2zKn3yh/vNZ9JwxFd/quoSEF4AkwCQovmY7c7WdWfrMwf4Fg7c6yetRlvcPr+Y9s4cD3HCG/f6MY4376pGMychwIEVuBGugIcAEbZ9zww0EDc0y5TSJCL8Z/5L/wXUbcP/5f/wH/4k5f++xxCL7S5OezYDLxbUyGQVoqOwthiKIYdlvakCVHeIufrkrxkDnxftGzYAo7Uc+tMEjEZnzDzlc1CnIG32oQhlInemYseg2O81hJnJ2iZBE9j51Ob1wdxRhm3fxfPXw5+zIg4xQSQQhaXzAichqO8EOe96nUSaeQ8jG74L8ooRRkjGTWg1Acu6QR5GB68fhu2odDv/8hVQn+21hrOTij9Xg74bRTzsvHKxsiTTyZ9FAnQX5i5AspgIE4hhb99s2jdGG62fq50fIE2OfXnz0nmP1UiR+W+9RsTqlciBSrEybtNJsf61tO+6ZhFcS6YgRbLVHbwR7ecAai7GuvTqvOmbh06v0cDdUlKUmNUZRmT6P3W74Ittx+3lxQBZz/bCtWCwjeNgaJhtpgkutN4Q8T+lFjxe9k9U7J/n+Ff+K/9V/Mv/0n8aoXPHbCyqTA3+1kUBFmNpMrdf2He6BQNDO4YIdr6Acm1TA2h96OgYrjU0hV8NpCEUNsDjtCAmgBRTGTm7EUjB5NOGnun9iA4MGTO0aLGcFLHXbzoVKpGhbzKgbd2ZC2iEw2vszuZ+5LQrV5bS6aeDCwr16cjY8+xZgEx7CICKJ08wXY4BD4dkQCS4bQYS3ZMwGRaCVj2TUIeYuC5gQEZMFWS71VbN6kxtmxO4mMMighm+RxZiwQjyK8/wP4ntC2sHBRlAQkAJ9q0t6gAIY3SwMgZZmTSVvVcoyu1BnnYYYLvjBbHvRhZq4Y4Vy1wbw9pUMQBJpyr8tAvFz4mMnjE1Odip/tmamTf7V/xUnTqqNN/D5ujoS9PeTJFjcjHubcOttdTrifAaVUW7NdS9GNbqNgT87YhhthPBgcvh46I6Fh8OH2eZUt9Nw0IWAyJWv+DXdBAQDJtwbEsp1s+DAUMWHsXFxsz15RkvLwe+ef8tWhNs28XADxrYS8W+V9RS8b4fUB3gUrDtFzCpaY05wDpk4OiCwzeC9ssFpb6AWjctmGplqHXD7XYzJqoG05As4RIJds/YRqF1Awu/G2obo9IdpGXCtlf0AQ+bLA4++1I5xDIxamxwT9HjmBu5MPZLx9Eaehu26bHsg9m97BdRRh8dvdlm7WieKXJ0149aM1XadUwFVAoYnm2SGIINqiUB9Ig2X2fhFSBWINmrtjHMUCYH1xi36zNGNxuDCoGq9XF13bdISNBhfpsNYHGzyn4XFWhRUGyWwn8QDPiBAmP4MLa5eG42WjY9hm9iM2ErFeN2Q6UC5g06CMdNcG0DhIbLvuGyMeq+4+XDB3zz9Td4fHhAf/cE6BMu+46tVnAOcBPlN6DdPczMrFZ81RopVB4gfuixAUiAOMCj1OGLNcqHUAEnASOwgnBu56bR9Dltg6EYuD8EvQtat02SoWFhmxR9oYLKDOECCbkJ/SWARwhjYu7uB9oZiKKfgNwjuHeO1791NtCswbvlxu8btNj5kRux0QPfnIidMhYOO6aPIDRBiGmmnN80dgN9uVsxANyHxKyPT38s/vpp8IHvPOjup95/vlSx2YZeRzqNLzgsNNGjFVFV39ny4xQvHmfNcAYAAM/ACjKr5+xLZmHUdn3iSQstOhbj+3e9f7+1badA9LmEp3ZdjOa1PVeR6k/pI53uzGHAn79YhwmAfJ+37vGnHB8ZDpPTEQbYqUBW+bZrGgXysWCzdxbwN7//HX7/z/7lj1TaP/2w5HzRP+x9xhjooxt9X2E7zWqMJGaGtAFh2OLMDJGBwpEpa85lp98944R6GJvNhV6rjgVN0IhiZkfobpi14GOI4zR/RnHQiFPgA9Px92tdmBEDwAbMuS+e5z9P09M6OoC5fRQWepy2jNO8rz97nY9jzj01gOKsOO7lDdaRBPPI7yVehrjWHS4DZ4DQ1rGQtg0oO1Ae7B6RNS3+1QtQhodYCVJ3yjcwcNJ4CTCI3BEuzsjyFxsdM+zLARQimKjO0k7jrQU5HJqlDmJzQrx+7hec7wKPI3ZdaeJHgOk8EYCjne+xTu7Rt+6b68RCoezXVlc631uWelr0psizyEWmJWOBs20ipBCqG1hk7BZLPhcoBidrJJ4bG1OXfYcO8WyGllFkdBf5JduxMyzBnUQvvlWvA/+qP9o8+mMef/Nv/iW++u1v3cCe85X9MUM+yOs8h9qrtW460Vnn7pp2bcnWCmZDZKpJLbsUqkY6xWP439HHY2oIEAqzzpnZi7SIUVP0DSuhhYE50BBGsFPMTuH3OScggcD5vs4qonHSCjIWsJcoMrOFnaWT7fR6NbXziCycIsLUyOs4QgyYyUGemE/DfnS9FTXhdoiJuzIzai0OTgCRFlrZQh0MmAqbx15iEBCCPtHGc3PqxL2cWdbCklq0M+wt3Y5Rb6MSedtmu4nrjKhKtn10DmMCLuM7yxltjPTjqAabI3SQ8kS/XehX2dp30sSMalQ9NY2xe5YHx5JLy9Vk70Ean0VdBADgteFpdKNOh4fCBSOJmLFt5hwXTyJg2fXsmiFigBgAYNi8BgBkbTlbQZe+NuynhhbSrA8DCqMukNfnxumv4SAAhUH7hsvjBe8eL3j37hF1c42cYtmtSilQBXrr+Cfv3+NyuaDWHS8vVzw/v6C1ju1yAWDM07oVXC47Hi879sqQdriGGGMrxkpSeUHz8dbHwGjDM3kZi2i/7Oi9m+kU+nHEPo4LKsN1fKyfQLsBwASMPjCkWYgqF7TR0YaVjaux7ghsoswxIhVQeJhrH1BnuDEMWOHq8y7F3GpslJ0rShX0PjCeb5DoMzFCou8r0Ho38Kh75kdPNsG6AJQxv1egoCDMy+hSISfDPgdzjFM1Rl3o2pEL9qszd3IsRR3CxLiNkcc5T0RCK/b5UtXm/NBQJahldvQZaniCBBOkX6I0iLBRzGMWxhtkf1J1c01Byr6uFQfN2HTtuCJDadlsaumC4+jQIbhcTKtzjCuuLwf2OvB4MVHwkgxCG6PBPhyLDxFAIDNjDAOSyOUqCB4K7e8cCQ6gCiUxvwNzDb3X1FMP4wucIbOrkXidnvUbbW/PQMxpi1n7WvSiZaazjH+RxOVzqO0//Phe4JEvhzit/274aVYecvCcptJYM3wViQ5jx1y4sFTY60LopJG4g7OMu5NdHvdaP4M3VpQ1M56vLCTA0s0ui99izpz+Pt3YC/PWkvCJN/rJjvtnrj5wnEFrVS7gUbR2zkoUdTxnKHXEPI2Nu0nB72Y1s6RonvRss0ps3V1Ky7DsOWLXz9Y9L8xhQLx6X7r/Rt/8NXpc+tDR/mf7Ob6c/ecjjXkqC82ecuoPMT7cvIuHzzHyRv969d6YVXK67+ueR+v362WudTEdsFkP92lwZ1jApHr+0g4j5kz6K+DGQe0oXGHzU8TnR3ieGQpA9Pn4XrPv5nE38SPrLE366R3kZTlBpmOTmbFUASkGerDA2EaYgBJg4Vpls/uQwsKO2mSI1P3cLRIMnI8/D3DvRysj6jTXLhPECpqF1Z+3irF71wgKJNAF74+hHxRlRgA5vNSPP/uUgc3rUxmgDajDtHnUmUVanNnk5cl3CnaQOpjHmBnQ0oJH6kPFv+jbBf63LOwbclaPn8NkuFcOyyi0zjpIYWyZ60uwZVagLX7PRSrqT52tFQxXRmaDy9BEmm0RNwhW1BoCdN+2bwlth87SWPvsutZ622lQuX2H1fuGGZ2aRlRkRQIzpDd7GhMgZOEAtIYBr3M8gcvmxQ+NHatsrhsKMQZGMhTYwQ4i8qQScuq6v6Qj6ixT3JM5tLH5Fs4tLWMtQefFWAzHM8LFY0ODiDDUMiUywxhlak5IzmfL3B1ADDEZFkrr92ELSK4H+Q3PbbdwzLL9FICHrlk0o02KUV5SFx29nxvhQJhMINE/hfDcsMkpUldbxH4mkOT/cipaC+9HYbLU3UtHIURfKiAeoEHZz+KIsLNoFyaguiOX06SvDcZ0MBHm6X4SwEBVxgCBSDysagGPvC9ztGusMDnW5iJD8e5RSDHHhQqtb5VtEzUb9ppdYmyYsPPW/qEuKSBSMQgoYppMGv0gWZ3exkPMKQUsyUR0JV7ewdcOwhyn9zPVukWXTYw7ayrqwtfTcMRYPERHNUGhk21YGJeyG1uiDQu/cofclqHIFDXM2V3btCIlK9LWNbqY23NR15rL9mQXTKA1QPBfxUEACoG3DZcHE8Z+fLiAyAStR+vAA3AcB8bLCyAD1w/v8XC5YL88miMP4LLvePebdxABaql4fHzA4+WCSy0oTHj3xZMvv6aT048Do1ldiwzIsA2omHtIgcvDBpEHz4TGy3xpTMDi0ijpJ/q6LEPQWsNxWOIH3na00TEUqGVDdTH8mB8l1l4s5o8odOjci/J5IJMAAQa4lopCCmLX6fP/KQlEu+8PCdYQMQthMqaJDpP/UJCthb52qIdXlYoEM+DzrLCNx8KMWjn3hqA2DwVLzMB5ypBWIoaG9IPC/DtmFGxmI5Bt6IgghcXNDrCyOcfTO411cFVJ1ozlvgqAwyoz9ZDJzjVmOBK0tv1A8jC9AgwjFkAJMgRdBFspqJtnrGsd/XbgelxBqOCieHiskHbguH7Ah0KoRJBSbZ4kxqBi4WFK6N2iGCLiBFAHzF1cf/EuZ8In5PwTf6RWXM699nOQZ+4UT0QhsalhG0giASTNuT/uTyDLqlcqaukYHjLIKqgOrIVdYBu2P63EyPfMtubGYVC61m+8Q2SWBVoyKyw1MG1uBUKYMD5bF/P83WmwRCDnaaVA33JNnq+rY74a5tNEBQGD5+x9Ckl6Qx9gvv35Z5bPf55rZHn1P8uxGBmxss0VDsA0wDScHli+jVzwYjCkw7TsWrnBZ/ePNlh3/mZ7nPAGgtHw3JC4j/WHDxoFslxpAC1v9tG3Dr0e5A1mP/zUsXTV+1T22af47Xu9ElgDTZzoVW9BGonLDc7308VMms1o7xVjaNm9CoNLP6OO1N/JnBh1ejb75K1zZ3x57Orv/hIP9TCjoBuHnop/i6CZBu10+ARLKIiUmOvkr1E3K/ATM7jEHLQAR+orXRy0nB9grAKU6avVjM7q/WC3+dK85gE0334pMu8la1nkNMRyrEoYT28cRHAUBDmuo6ypQ7Hc8GR1Iyzo2TFyXVomVjcIUCowgqHj1zE5ICOmI9QdgWEAVO2aCNsDkEuTAsAG0NWZKhEWwPNVg7+7gkcEpC4MqbGdzNrxf84mCqMECmzqzC9noAV7KoyhFD/H/LkOlLcORVhu819cy96OReC5aO3c7s+NeUiibcJJFC/n0iZRlkhbH3UOODWHPA4eAHdM0IqQ4XiF7d4lqEVj6SolIhYSaA+Wj+29uLEVmzKnurHnh/ht8Z1gUcHQKeB5NNPnorI57R4gKsY+iaHm4MM6D04bAB8F9//cR4BFbLnsp27i2n4JIsQ4878pwmGsDvvLy3K+/coJnlEa/yoDxzhMLHTGLthjsSw76gY5gs1kTMxIlkTT+/JrLdSqbtXWajVGE4ZAPaRXAGMmhxPgO+gzI1d0D+9LYUwv40oVvjsOgIMFO9aC231FXCcnO6hPvb4CZ73m6576cAjawgXZT/PcshCHkGksB4xI7OLbqu4MAGbjcGFoZAn2edCSphAIrjG0gLkKTqAibFia1pA5NatzqgvryutkDElRaoIDhGDXGGVnZsz2FBVLO+7nzXsj7Scim0KOLhAW1MKmVUPTCZxTmxsLEdro5UzHaxmrwbIDRShd1lS2GyjsmvuJ1q1C1yNKJjWd7U3y9VyGwuNeTbi4Dxw3E88mIhRUbHvJ8TcyBMWnUgBat/OSeypL9Nvog4QxAgAsy7le078WzaMwN3xsDhHcrjcwAYdcIccBVuB2u+Hl+oyvnjY8PT2hj4bxIvjiiy/x29/+DgDh8d0TjqOBiA1c2ioIinGzUKMCF0sXMaF7Boyp5KClWsr34RpXWymgd0+ZGTFA6tu12b6Lh3daywzs1dpBxEEWNXa69G5s8mprkohYWnnvxzIM5Ik9HGYT0B7D56vqzBihqa/l/bZuO1o7cLvecL3d0FrzzYKB3p9xuwmkE4peTDNqe0QyVXztVPGwMu0WhURAlWpAPFmodnVG/Qi/jAycLqVY5rihlg1NBZZwQmxeDi1EGAOLyBMOEDxs0Fhc6sCRwua/3p09RYxS2LOhzwUm5i1SQDwEsfJmAMeI0FNGrz2zjgLswJJYEreBlBAxAKf6+PaNAgEUA0wVZWNn3zCkdTQFXl6ueHws+OLLd9B+wR//+g/45pv3ePwXn1BL982sHaNUkJoemvSrlZtrbuaYSRtJspZxAVingOQXrsaGj2Z89jYdw9tgWZdiTk5/PczP1Es2f3nfNgMXFWgq0GbPqlS9jrrb0V62n+j4bPAoHSXEi8zDEEy4AF0I+2EOJJ+BjdKKHByiRvtdImI+eUzH3RfUt7Yu5slQTGMkFsyQuEia2aeed3r/15+dvkvD6lyc+FQ/6w1/2PHm62N2SluD1wV4LtTqRtdMc6znf2nbBogjp8XZ7n9Xl9HGOINLWVqf5K1PzOwdZihEO3+8bQgDDNvZE79/OhHpsH+knj7S5oH+zswpcKNntbjpO/sMAHNsCKmr8PpZfm/gBFS9dYiY2FzGzurrnqTLf99+uTlWLETLKI2Kpb7UnbkxnNJNuA/Zs5eLOe6X5aUxMbhQiuFFPLYWWBYJDzkz8AgAEbhMBgQAc3pETad6rM4+ABAwOnSMpOVPQQryrFXuoLEAOiwr2q2BFCiXzYAT1yFJNkuwcmQszr49LnY1V9DK33a+eHgy8QLrSqSE3MYJugx5LPRiVoG7h43JvC7eObSWGoDKyLRMhGWcfWSBKg7KoOI0g4oa+JGxfqeL/Lnh7KoBK8xev27BxUEAjiWMrDgw5M6g1XUAMeyAEXm2ugoDrvz8zDWOOWYijDDeN0LJvqv/BxAU76IDGIf9DF0MwPpZnLuG8WA5R9XKSATcbsDLC/D4CGyb3V9M/BeqJvIdDmmARsz2vr1nuIzdeul7wRCDi5ybR78AWOLOMWBpjs3YM6c/1go6hWMxMfbLjnTmZWGy6Ot1JN7XHF9NbRT2UDlxw8rGrO9x8kLjZsu19Uubm9KkJBgYEuMKSMMwZxsR13ZAfj7HuIM0AZy5MVlgzkwpplPBxMb8UMVl32zTDXCQcnhIiGUg4v3J7hu2grO9yHc/Abh+CeVz05bD3TBwsCNYRNJj99XJfmS6PX10Y1z5lxM4Gr42RZiJgjV2VH1ougg2BfMtnhBlW0AhABZiEmFm2k1XpHe0dqA1+11kJEhARFAXq+Z8rWFER6IMKYisYLFmBNe4uAB2hMQtsIL3BJtC15A5M7PYM/9Ma4uWGwTgdQqdT3DJThsOHrK/jwG5xZKXiGkfjdThKSjqO+xrqj2vg8Ke+Ui3/CxsNbteQduWzvbwNOWcMhaaSycBzuZXt4mWjhOgz2rvRdlP/WuOk9VKHZExMGy1kjyMHCOAL58i0BAKhwudm6to7xPOgb8fSBdGoIWFxNxvQzJsh8XQ9hdQGBvOWB2mp6VD0AUgYuz7Bb+Kw5cEbYrry9VyXRw3160Drpcdo3VwNZbL3/4X/gpPT49oh4ELX3z5JR4fHkBUoTLAvKMU02YZ7YbjesPt5QMet938QDE22HFYqvvCYnNGtBQRpHUcQ9BHx+iW7ZALQzwJx74bSMRQzJ5dcbRbpqTfturjg3C9NoBDKzOYkgMsBQJBOw70rgAz6lY9rM37lW8o9X7OvM3FdIHef/uMDx/e43a7pWbRu3dPePf0iNYHRmfoYIA6Rht4uG1g7dgKwLVCB2EcDbeh6K1DmpMpoKh1Q1ETlC/F2DGIcG/XCgI2AyvJMk8aoVoAtazKSpQ6RsQOkLBtJhiptLzy+G35DQYpUvt29JF7eqIDJDZ+9lqw13fow5heAdYTBL0pUAFmBRZtR4KaxpgwRIeD3gWEbmvBUANKwOhdQTJQa0GlDfvDI/bKaMcH609DUOuGL3/7Fb75J9/ij19/A0bF00O1THwYGCBsG8DbIwSKpgOtdfAQ/Oayz/WEYm7R3ChguH1IAxrhrh/xQb0GbZ4GQ9mZWCPsnlnPE0RUk3Qk81cKV5QysBWFVGAoYaCgXK+otUJks4QJ4xcimF242MY4YmE2VXwajCFO/dTheiBmOFbenEo9nU0PS/bPFlBjqetPGX+5eObuibh4lxkspcxQFL2/jjAd5nyPOAGnMqyA1n1p2EGweJ+PHVnOT/WjzzhWY+Gzr6ELFAeQxsZaDmdJpXAXkGAC4JZKODLTuV7ZHGlsYqKn9+2WBqIbH7GiD71LZXgaMIDChODEHWb23WnbxVwGQ/rTc3q7b1OFftYuD5tggV0ves4CmD/VDem7401Ah9LHXtvtJKBGc6qYMbFBvY8JCjPDHdGrvhg7b+vxZi/JRc1ilA0Yd0E9Iie+MOCLazz79b1et9mf+yi1pAhqCL92iXlhgNDBtNkCScXsy50sEw4YkU2PbNWbzBUAE7ih2T8ADM/cxcXDZ4pCjw+WpasWG1/JGNHXjMa4r4wJ3EQ7+y49QmtqPaIvjUgLD2SGh9RLqvbM3KVWQIJpEwt0ADsKSAWoIVMM3T9r0To7G/lzLkWCcAq0KzLdvCoy61o8L8Azpx9b56tIzSdTXPX53d+DGAl8pdZUZLdbGFWh36FjUaZUB/kWXanpGRvrCQ5OMRnARzAgptR5z2Xt8J4HT0EI0COwb75wCIAG0IHZSK7VNNTbSSfYmMCgO8QSbCfvi1nt/h7QCRYBSCF0xWRHnZyuN9o0QOPQ0hJFZrcbMgHMPEeNiDQAGQbcX1+uvktYUCuj0B1t/yNHYFoGtNovBAINv5YE6poMHPNhaFcs7+QjMfULVe7XqV/G8W/92/8Ovvrtb61+alTp3NgyPzUXM3OylXzKiQ2DYfWiznzx+gs2Za6nAoDExcYd3BvdRP67QIcBHaVYW13ff3PKoMm1oFwsLGV9/nTwfR1hhig7tu3aOVimD5lZrvyCeS00QQcZIzctci1TAOggItTUcXNtJ4KBNzoNa2ORypxuFvtOoTk/6jIHR5iAhQrANgUAhA6QSofKgMjA6AOKboTF3oz9BHLHSm28FLcL4dOHl6Uym+5XGIpk6+zm42np/QgdEQUsdCbsLjV7JBzWEzMZczSQs4rEwWNykNUaxZi2w8F3Vqt7LsUYHK5lGg5N6mIxDJSsBaWaBoqxrxRdhttJbn8VxihAp9BqIWxgsEanj/aPt84uARL1KdmYFvDU9tHZFbHEUM4Z9podSwncrnHHXjVDW2OcjTFQVEDFgQAJtoOBgOZfcIof85JUobeOrdocH/1UvNNlT1f1uuYJdLstt46h0Q/8mg5VRbsJvr19wFaBL794h7/xF1/hYd8xOvDP/nN/ib/xF7/HVw+mC/P48OCiy5svV4eLOlvCkTYGVDrGuEG14/2HW4bbWFIFU5a+PLxD8IdEFa01XK83vFwVx3FL0Wl1/+Py8M7qWiTt5oiEkSG2oej9KrJNbttmzDe2cTJEIU3T7Bsezi2iGN3tZ4VnD7W2pWXjh92G/vrbb/Hy/IyX69XANrI+1VrH7aWZjlMniNi6tzFh6A2E3ebf0S3r2jjQnq94eHjA5Te71avbWyJy6uO1VoAJcjONIZCHnnFBd3DemDE+fzKjuGahiGcEDmAIyE0C936sHcAnEgaGJ0tyX541kjKIC30XKBpaMy0i8g2AOESbb0gJKpElHxCBjgPQhkpwvTMG8w7R4/9P3b/t2JIkWYLYElFVs73dzyUi8lJZ3dPTAw45DRDggAD5RBDgOwliwCH4wCcC/DD+AR/mhV/AfyAIsHvInqrKqu7KjMs57r63qaoIH0REVfc+fiJPVmVkRlumx3HfFzM1Nb2ILFmyBLUDp8LYyw4Im1Rjs3vNaQOXhN6uuF6vqLXjtBe8fXiDh/KI//AP/4heGV9/RXj39r0XS+oQZSQuyBwGqqBrw4fjwL5vRgSSZsCYAg8og3AQPqb6/yRYacNDtf3dKj7Lku7tEpOuGWVarbaasKcTQhlKHZkJDUDOCZsUW7PAKF1RWHDatsFmEl/f0Sp+KvbRF4NHHFFFYBo5/h7dOZQDMRvvLYwN1cHGiPc+D9L5BhKfZ//O2FhjQ/aNkhnrqT5F/6bxc2NPx87k75LvDHPa3LrKawrPcsabPpnn+hSEWL+3fj9ourR+H//0g3S5it62VG/0N5b3XJTXukB9oE/DbL2BoImGIxKACeJfX9DDrxwCbd3KDNo5PWUKNH6+9Jj9tvz1CpAjXUa06cfcilvQ5pa1xpHehVfG1SvXnIYCxjnsXyBKW8fn1uo3N4KWS7vibEM0/JV2fEnPSVeINHNQPJ0rhAZtnTKkH5GGgtmemHI/Cqr/BY6ck2U8BWWdMBhIrTWIL9TskaMES7lQqctaYhstkKACXFvD9v7RsJvDKoUpLCrd0W3DWJ3l4fyFZSnLa7hbGNTX8w5cFZADKC5yl4uzRLIxZsjFkSNNSTpePxSD6QJ3GG4WkPiFYxDONjJblGIFjhRwMSlfeB1QCI8Cbmz1zwwGMgPAaF734JFvZgMU4mW+kLfR+zHAIo40Nr39EQX2k7ctrgHz4LRiBBmYpyg5wR2Cu3ZE/j0noCSgiLc1+qzbeZFmewOw684souz3zlYqtbSpXRRG3qhSdMe80ugDZyqJLOmBmO2FPxsFbiZngP5RDS5ej0sEW8MfvZ0n+rIZq0oNpBjihkIAVci1QTqDuIAzQxQoW0FrbVTZiXsYzvuYGqbtIxwyUj6XFsfTG+j7kTOQxm25wW+eN8YKOOwQO58BEj836Ai+bwTjYnY/ARYJTyvrd2Gf9BAh91tVgXok3vbTSasPUn3YXmswQnpHPRoy6MZ4UdUBBMTvORdsKYMzoTex9BOYiPRqhErvltBJZM6b6x9GwYUQbXWTxucqASNNIgwKdaDmVu/ISCSm2STe1uAyE1k1oFm4RAdopAOsjpVQ4zLL+Y1FE8Z5YkshIwehuJse0jpNCKajJ2qVpIzlRi6PZmyuxMUBT7teUysdzSLoIo4RT72wlARdYvyO0eL6fTTMKG+xs57clhisfl/inKmVXccj7HTpViVIFBBhdHd8tBM6gISM1pKzjc1hipQbEYImnfZ1gDIB5CGe43R2BGEzhqAyWX0E7ejoeKDyyfzQMLp9nIdzrwrwzevGSGRPiYuxC5rVAgPoVG+HSMLoYQcMe40AZPgmxmqJ14lgwJKnHkbqpIgYu0tnX9xbXfe2frSH3HAK0PLnx478A4cCejTk8463b0/46v1bvHl8xJu3Zzw+nPH49hFEHVdlWDKrjbmkilQSrCqdVzMk8zFErD8SJQgaej/Qa0WvFa1e0a8GICuxMcy6rTOsgMoVUHF7VmwONkE7rlAHewJsZGaUbQN8/QiQem6dYsTx3pGLpc6LCHo9XNIhefVn24taq2bWKAYLsvscV1WkroBacCWY/KUU5Gzi1pwSrsdhqcGap63NluoYoT1RRevG6Cm5oLeGjz9crc2csG0bHt8Rnj4euOYCqrae5ce3KO++wl6sZP2MdxvopA7c25606H4G8DkIIDbOJ43AU1vVGYTmvBhUSgkpdU8li5VTjNSsDcwFJokii1nKUKlQTthSMWakV07O2X0kISBNlmpvHf36gtPpAadyRtLiz1VMZ68rFBVd1Nhrokg5Qzrw3Xc/YM8nbNsJrXV8/90HSAO++lUxqYsmUDRAfc5TLEuCw8cCEZDZNEqf+2FmIzGIOiAE7hlF6w3wHywls2w+BXLCL7HfO1jIzHwPPtt2mQb43ZqgdUUT4GgVTTpKYmyp4MrVRLQ5QRYQ7Kc4vlzzKMAj3/jNTg3nGvh0MfVN25kNN6yJxSmXPmbwvFZYHOH/6LzOiD7cQTEhyhzn1vVc/uUb1pK/9ymX4+a0nwBHN+eM62hMGHvvJlXplU3itSuqgy9/2i3FHZFXD/3094EY+2brzog4skvjnPM7Vg41qnbM3mIm5OzpZWqgUdC0UrAKENoVYSi5HkBEDJgQgIqIulZGgmqHenTHY+5+/uWeCPO2EMaE3t72Jz0S9+6noDA0p7Fp9/zKAnD3nI3Yo688f79Xv070n318AY50fBojLXCdR68BVn/gUADSK0S8FLYbqXHfFnGDMQDI+lt0jSDTEL389X/2L/C//m/+t/h//nf/jz+yFX/6o5RiuduYDkhOkd9ukXcCIWczXFNKxopLm/d3AlMBKKE2wfHyjFxO0N4nsOCjKEomhxaRnYeAXEBilcViDBmNPkO1gTyacCOKHWCBiIENrhsyQIwfWw1c58nOM7yjW9YUgKGfcnPE3MYtuHAz+ALYoDmGV8t4RLteaedwhKcRYb/35bW77w5AKICjmNneaUK4EW0PoETF085cp8gm1UgvMA2g7M/LgSypwOXJrq0NKGcTJ1cA73bgWUYU0vnEcG9lWT+8XweDCrNNN8/EwRgsbQymUNz/un+ujE9dznN/BHgU60JsREGfD68SGOvuOBQTYIrvi4+DZueIMrScCowuM40h9MkaLVsxp4zCaTN2zNoGAgz06XZxWxbXe/I+4ajyIk6kimo0jDacZVubmO0eugCqkXZkDMr/8l/9Z/i//h//G/zf/u//3af99hc4fmylDnuGFufXItpzL4qABlRRUrG+ZE+xXsCWAFCC9UMKaOtotaHVw3R4nGESUdFwwEWsMiqNC8ZuDLDIKBaomKncwZ4SB7kyA9KsLDWAAWAN8Wo/t2ofNgNUMEEfndulO+t2gltnXFXRWh1tuCG7hf3ne+mIsKuzRMbGGkETGukAYAbBq3Hitm+jHRFEiucF1uEwKYVkw0xJF4lKPIyZIk0gZAOimu2xYypi3qu9RvOP+IzONT4+w3RboCZeJ98HRxAPQFRFZGZjfnVLN7FbSgg2eQAw6jopxhlb16P4jA+OmPYejMrJ2Eoh4C0KVJapv0VhoU4HNbamsM1vWW/zqjcpHkTj/gIfnDx6HSe2McGePmTryORt0wAE2QHdIZobmp+Ar4uewndn26mPO+t7Y37EMxlMLsidJuPP/MgJvG/I5xP2reDrr9/i7ftHbKWg7MUqrWXTimq9ofRk6VHJdHI688zuYwZcVD0xoZEHMkmikyC9obVqYtzXAy9PHwBKEAejmgsm52T2koHIBvy0o+Hp5QXqe2CYKJw8QK3GNpJgRXqgqAvQVcEpm8A9i2XQaOi5+d6T2OcGADV/IGUHXms1IMtFnKFArxakzcmq0aVkKaQ5lQH4GjjlTEpWG5PSUbug1QP1OCD1QGZGk+YpxUDOBT1lXK+XscDufEJOBG5X4OO3kFzQrgUoBbkU5JQghdGaIFHyzHMrWU8pD52fmN+hs2fWSgS8I03WAzwM04fKQK9kmlWkRk4IHaoOEEUgJFibPOerwgEtY3t2xZzfjhE47AciRk4G7KpahUSKFHoV11EUvH17htQT6kWgrePQjqQW/N22M14+XrzqZUK9HgAID15ZrnGf+6sXXOmtIZihcDuD0qJFJYJEG4gLLq1bsMCJFUQuVB570IJJAHb/NDa5GQiBrzNwTaWoLj9KKRChpIyaOy7XA9deUVu1+VMPoB34WaStzXXSF+Elwjezrj9dEik2tRVU8VEzJiYTeC714/PzivfXWd65cbZpgh6fOdQ/RXonfkxhKPiIXtr92jlu/14jfWtfzQ0Ri9EVG0q4WLdNuDP0/zkHYXEcPtMnqss9TrqhzlkNRZ85masxo4osL54i1I0GSk6182jOoNnDASRyyqO6cxb3re4UQMe2H0auaWo5uEZkizqCp7TWwHslrWvc5qeMnle6YhpgNKO6ASLp/aT/UxyfA4F8cPi+MhpG6/X/0A2tlxn/Mac1LUawuqEeOmKDORBNCdAqxicBD+/e4l/9V//lH327P8WRUzKjILQP4BufhlBoNlE+syqtjDIBRGmU8+0iYCQQGCK2ANeXF6DsngrLbvezObfhEcVQGNo4CjhdFyBP401jvZtrGN2Oo6joEdXB+MZjwrCqV/bJetysg+u65udmdmBJMap/xXXuZ426J7C2Yfzr7f5kCsTkiWvEXIl2++vouB3w/t5KwhkgkTtoSgBv9iMHQA22KboooIXVJ4tmVHdrGAASrffTTf+nXj2dhmALXAK2BFSffKZoa88kjF9dAKTh7cW9+ecVGDlew1iiZf4toFicGzQXIMXE2z55LnEZmeddwb3hcNNkD63fpfU7c89an4VKh3p5XenqGubJjXSBooLZUhK4BBvT7kvHPUb3RJ+zG5oJXfoAIuCGohH2OqAbIloc73fI0PAJL9tXZL+2uvtpbXn/9g3+63/zX+HndJiNsDynu8OmqY0BiYDM8u3YJ2wJWhzXGDYK+47PBVGF9m76INcDvTZQAnJyxoZ/kR1I1wDDEWlbGPsAQtPH5zeBJ5sOzgjQCPJ0TxWe90XwZYsFvdlngmm0Akd2usWAEmcuLanikSYX2OkwqhfTMpp6c+7Q2IrgmPr7uLVryNmkNPb/CGhF6vzYhMeysT5l6x8CsYvusvXXDbM6xrQ3OJhmFqAiP7XvtyuapmMkvWLnxF50a6MES29uJTpS1nkRUl+XhahcypSGVR8AUgCZFLY25jPkERT0PmU2vcE057KSonsRlLAyTONrMqpXM3/J9sP9b0M3bTyP6dwZ+2kyk+YW6vvwUtxFsW5rfKPbto4ZuGNH9wEZWsb4XTOHgxw+gtDQ+/xP4mAG5Yy8FZzPZzy+ecD5fLLUmc2AIyKCing6FTv4lkEp2dwldg3QtJgFbBpsLOCkgB5D+8yY71Y5s14vUHIh5NjikQyQAQEpeQoZIzPhOA4E+Dm3P0t3E9HBEGq9WzpXLlbhjOD6aIpUMjhZGXjPpoIqkLZF+mBU+IriP/MwE3CyoMNEiFSmVNwWAUDJ0vV7N+211jsuVwF6tUqlzdLdu/dJYgNlt31HKSbgnjmh5Iw975ZWCXiVU0st7bWi5YL94QFl35A8SFqlm8WbLNXQ2DY2+UjM3hWE3bLczbJeWqVGArOgdZ6TwBYQD44roMZqtvRmAmmQBGzstN5GRT1xczD5RdXHxLoc2vpOGCEOXzhGYrsKck7oyewNhq3prQr27YzTbkz7ejRcXq7Y9833OK9W5nYnpciOMruoxULChLwXZ701iAiaChIJSimm4RRFUGBBEgOtfUCoBVG8fr0LmLt+nF9/8RTm2KKR5AwmtnHYM0Sv49nY/bsd/BMefwR45I0SDLX6NR/yx45P08fsiMgSDwMTNwN1NQqWs/mLt4bHvQv+o90WJ9dlcwqjZTFe7nPLMa48fQWN/+jygfV+lkuuH/mkffQlPfnHHisj6+6qi6020xyCRdQxKqmBbBL0uDU3bogACFJ/cmOzG82eCJQKlAt6y0sHMwazhYKJ5A6tRn7uTScCnzzVeHVCRrevz+4fp1nv8/bWP9NjcW8mGjmsiiEM+ynL6NVzvjp2P/3QzffoFgobry3nsrF3t1ktn52nft1DYf9cGMJBERdRe8bpldRP3wjC/50L2s/DAOJUBgmFqA+EHmAwZ2ypWLTCBX6hZDpJUAiZMdekIiWg5A2lZNTW0C4XJF+gDXgo7pxUjBkdlapoHed+RMQKCc6pdUfEU8RC7HekvmEu+FE1CxjOz0hJitsbqOI6d5Yj3mZr13AuwuKeA+f2e/68p56SvxbfCatsbR/8s+Hgvz5xX3lDY1OZ4NlNqXm/YNotLYw3LOI7AKq9Ln1JwXLkRStMjCTNlLXFGAoRaNvkF7YX80zHG0uS90kAbzcAmrd7nfTazWCC+BrYACoYbKbZ2Qg9relAL30aBsE9aHivhzWWTG8DY47L9dzw16FLn3mbuvep/61dUa9XcG5WlUQzehOIEECC86kgpezFBoOyvjCvhm6V7SOWrpOcsbIwp2B7CTjSAnnodFtkT12k/q7PEek9HkrwdcwchJ+2TO2XHr/5639pwRT4ar8yZD26uZoMegPq6fweYvpO+8TfdEPUU/ZuAFSg1452HOYYkVgpZtXFKV9WcgIGC4kw9rvJgvK9mgl6HL4nrOzfWJ+ckbncmLXPRJun6Pe04YJNc5OSGE778ugD9IkS99uWx1I0ln3cjXf3/mxp0Nv7ib6lSA9Y1kZvjw1TL3mNCTqsC924VbcXmEwwl2HASLAexrKyMAwjQEVe9GE8F1qu4O2luI9lKoR9beyjV4Alnc9xFCoBoGqOKLv+VZQbD+0mHtVII3DkqXeq03bwvgtgZt3/hn9AmBIKGkM22E2wugWUEFVfZ+fT7OuwP3wvorgXwICIAdoFA8v+ZYqMg1uGmy5zwIaIzDHgf2ssQp5KNPZSb98nW5wvY5Nq50+S5rw0JsaADv8TOOw5ELOnnxkwl9iYLDkbOEjM2MtmTJxckHI2UMIF/IEQbTZ7S1pHEwJgAAz0yVmCBCiDqGArjKMeEFh6pxVWJCh3pC2DSnLXxZionBkP5w3aeQRDCZbe83w0q1DlwFHrVkQjiVWtEmIctUFEUfYdqRRbgjDNsqwdzAUpEXIh5GJaYdK7l3r3dHZRVGeqQHQUKCCyUuslJ0TxP2a2WFlXNGm41iuOS4f2A6yCwowtZ2gXbGXDVgq2fcO2beBcIASctg1l25E5D0FwAKBkYte9K47rAc4FKW9gLmBqBj5wpGf6vcCWSwZDPNAY2nchVzBNXfuF/bnxwRN8IgOiItW0Sx1abEMGwYWm1dNBw24b6zQB5Gwi7cE8ArR3MBI0kYF8I8iXPH7LuF6v1iZOULZKj6pktVeQ8PbdA2qtuF4vYCbsWxns6QiUDCnRbIxEMxfddulAQ2j3WeXG49KQ04ZvfvlL6xcASqGfq+77GqgpKpB2uPC4jaEuFV0OtFaRsI3daV1nvHeHvmtUkiYQMs2qe8wJMhj8P40t9MXg0diL1dXBEdEDu4mufSzaBJoLb2xmYyMZO848adiP/v0b5sPoOZ1UVM+hUomSf3fHALXwyQJ/04a7d2PNH/uVbTnDHwIwMJigcd/QudcbeeXQ+1GwfPqn2EoWM2QYC0acmw0xdmGE8Rwh9cUufJCtXQAAqdXx7EEAJbJFMjFYLL/ZJkq16htaYURGGgwQZjX+HvLS4bODB8vHegyfPkH4O/csI7rty4F02PcHCLs+hLtONyNuemRy73SNa3/5sbiTrxw+g1Zn4G5eWOpT2L9ugFAYdBEpeO3U9GrbASBxNgAYetu44bhMow9u/FIY9moLotlwPxMDKD8gaUPS7nnkFqlgABa1aSCZfcY5O/OKrCKEex1jaUqMQjyFCYHpiDNA4s535HKOFC4v8x5ePatXevf3oHaeiKSP1+/Wo2DJqDoApfP3JZXDhJr992F4r4ePPvW0r0HDJW/jMr/uxyDFa+vPeixOnvfzzT3ERxiYwuGeuiUO/oSOEdzZre4dZMLQDqJsXdQuS3uWy4zzXTGALsUC/sQa08Pz8O8GANWAnu25JW/jTRocY7KwvH1DhFbhD9ib5ewldIAaBigz8s516X/PORS/d8Edcwp2nWBLdcInANL9/CPyqmx8yzq6P3gZv6MNDh71BqhFQY9WcVxe0JWwbSek8gBohjTF9QpIE7w7/Qq02fquwoBH4TQs74Slf+ZeaUF4XewCWF93gDDZEICMSiP2WrAIbL5m3lAZHr2sqL2hto6XWl+/9z/z8X/4P/2fEeXRw7YZzj47MD06x5//3ZwarJj45ABybAwOJ3wxmCKVKXtUWVtHZh4Vz1QtBbe3ji4mOsy+bs0ywwG0RDU0Hc/OMDvy5YyR2QRL0RUk8Tlrnw1nAdQ0LeI+b9LV4LZjABtQS/+AQqr4HhT3C0RFN+YtjJvZL2E9aDgcBGJ3pCLoScv13FaQ3i3trldIb0v/w/+NQhJx/uU9d47XtMAR0vS0NlJxoWqxnmZxjShn+jDc0dbJCAIZIyEAtjjGMIn7nWBOjIO5Ikd7Oyxa799a7m8yked3VDugCSnzSNHQ7mMleQVNtTRwyrT0rTOo1IHcpqO9UZjEdLLcNusyrVTCkpLpzpoIcinuDHqWwhCdIRDrYEtB4ULIPq5cr2gyjixNkNeHp2rpSgBSiIWDZnqgRrtm+hNU53iEf+YG/B+TdX1k9ul+t47/3A9iK2AD01y5SSclMvZDNhAywItgzpEv5ExuS3VBax31cqAfzQrTNoH2zUrJt4yEE8CKvRxo/XsP+BnDsbu0RiqWWibenmBLbhtDKsMEmKPHncU5noc9194FtV0tmZ4Y18PYSbV3cLZCGZySlWlPjON6haKi5ObmoD3bh4dHnM4n9N5xvVzx9PEZP/zww1jLuhe3KNuGN28fcTqd8PHjE1Ayjt4gh7GUVBXX4wqtBhztJaFsBQ+nE7QJTg8bHk4nlJJBlKA+53PKSEq4Xq5o3PDwcMbjmzfIW4F4H7WueLkeeP7975G3HQ8PD3j//j04J9RDQGxFinprOHq12inLfhJ9F8xLJvJUN997jw7yFH32dqlXYFRmtHoYmJ7jxPYjaqL7LBSFEu1Zi1o6o9tD6ravegVExHwn0zwlzv49Qe8WcM8pm9aVCq6XKzIlnB/eQATYth1bKeadquL68gR5ezZA0KtpalOABXnfDWtAmOUGgNbrxfZwInz89gc8fXwCp4zWGsj3O+c14nw64c2bR6gIjt6g0tCOq/ucgGg3ZpNcUPsFxF+BlqI2q+nLURlwBKftjRHrvdFk+2O81T/u+HLNI7i7wYzsG24uCc1z6t3kG4vFepgdrDev36RAYdEiGjvbXVoZCB0Z1A//y795H4mL98Lg+tx7w+BaDFh/j8JgivPHRk02KDn+jv+s6NLnDl028bs23rTtT3jwaOPtq7QCSNpAcgHUDBpqFdkjj0yEBMYBoLcDx8uzbfjuWHIy4InYkga6mmNEUf1IFV3Z5UcSNHcgNagkpPIGKt1gIoNozYlJIf25VH975Qg9jGlW2zFp5RjG10jBwzQibAEM1PZPcCzPF347cAMkXr0HieIOPmHmreDnjQMxvz8NfP/KbMbNee7fB/A64DquF5uim/MU83dZsHF7r3/pw/rGM7OZPUXYRDvNmCEDbNItJZ05oRChkQEAiY1hlMkqHFBKGBQImxAYVbtG5Dic8ACXNgDOZmmwZ5xgAEpvmOLPuoAn405ww0JyXY/BIkkZyPH+YqjGDrQy5eI9xbyHZR4EEGavi7dl0ctZWS1rmpWSZYxlNYAmnH4Nim6sx56uRxuQO6zaWAMaTRCMgr4fhp5MMIVh+ju1OTCWge0EUANqBfSYAZVXgVI/jzaMVL37z3QXiaZFWJsApM2eHwI4SgAyIAnTuQ9wKfrcaeouBjrCVgEw9mQC6OOBRkU1b4ehKbftrNXyjLZi52ni7CCZz5p1sD3wyl44juijAEHJRExdiMjAI3bWl1qRhJIZz9IATeitg6lBAU8ZcgdvjDnf+9UZGlHJ0/cKwNad7qPpx6qUxjoTKVZyUXMsGKCUrWqOwDR82Jp966LF3PzLH27KfPJa6M1NSrw9R2N1m25acmd6FBhZnF0d+43OpSAYfIrhyBE8uk10s2YPer/bApHeA8AZAKbX0Xo1lo9MOn8qvicxIbGCsmkpmZ2vDupMTT3AhG2bF2oIsGi9Jw5gW4EAtlUF1+sx1nFNZhyGMPr54TTm49geNcCtZZ0nCxJ0H7OqXugg9miyIIxYgwbYBLE0KOE0nFEKQWlVdOlorYOILFVhAIEeWnX7yCoRL7Yxu62sjL1MBo1FjBVNJwhF7rRlnQwmYwDJ8hTNTkhuN7wW1FEPOoXmiN1DsHEWmxQGsKELttPuGvsyHo2lBNl5mBOseqlXO81TX4nJxLNbMzAZbKyLwcwC/H7MiU/R/8xg0uEvxLNprSHn4msOW2HMYbtP60d93JgGZzb/pPfBRExsaVbN2QPsbFJR8THsLGwWkPLIItelXwfYGCwuJkvP6s6+9/HH6jIMd07ej9lfP8dDRUw3bSsucm1aP1FV7NUKm2F7AzCw0LISUmKUnKGpQcgyEcqWcORsjBkiaOvgesHH40CvgLjchYkK+J5M7FUio3JXAlhxXPsYA5A+AhnbVoxcmwVZO0QU11rxcj18XgpOp91YOq2hXq5IOaMkNnZVKait4TgqrscLiAW9XVBrszUxdJ+aBS97r0hpamzu24aHx0c8PJyHUPhxXFF9799SQikJBWZ+nPcdb04nnPcdW7ZK56f9hJQyCL6X9o7aG9rlQKeGsj8g5YQuistxYCdC2jZQKsgkOBGDm2kyXS5XNPyAbTsj52L6nqIoW8Hbt2/wfD3w8cMH1H7YfsJsDBwCGh4cNDS2onCHdEbyvZnI9garmtgMLM/sqWo2/1XgqXo2N7ZzsTnvIDmLgMQq8q1utqo6yOQsJRIomSQFiQVEgm0j3a4NWIEFdODlcsXD/oDvvv8BD6cNX339FpenFzw/v+D5wxPO583TzqK6N9AvL05+UKQIDjBcJ9Xu53/0r/8zQBXffvc9/l//73+L1q52L8woKeH9+3eov/wGhQmX6xVPP3yPDx9+wC9++Q2++uo9DFe1vjidTigCq0wHjQxHQIH+ROjkbeGEkoBaZMAm8PnmlRjWV//kx5enrYXwn/+tmItgLmmIPAK3m1fvahkYNB3hsUGPzTE81B+5/mI4xfVf+8w433KMdsW1AYAZmWalkTh3GGXjYYwLvbIhD1TpS495k7Go3gAFr17ln350SiZgpgcEFZwIGWw00KMO8IagA1ml2IDFHC6FWOWD1tCPaoYtbHGwnHlA3UgK4xHMyLqBk9FHzcl0TR1VgBWSZl4yAsKJakA3nfBjHezMG//K5/wmYNKXw2CchuMf36+fS8O8aVkMni+4wB86n6pHIv13vfvOFL7GMFR+tG0LaPu5K1vzQ1OA1uqdw9n4kn74cxx56KNY6WgjBiVPVYtxykODISc2QcxkwCYjQQSoXcBwQU9OYBcKHiV/3XA1Voti6N9E9bDEPoZjPXNmUERRIzIdzI+cHCghE2xOGV42bmqKqE4qfAARqvMnqpIBcBU/DDBmfTzdwYm8aDOtjnbqGJxls+gd3EkL4LCwlrrOa8jglE/QJLR9EhbPzg/1zzMZgMHFq8ydAT4Bmg2g8o3/kzVBdUk5E2vfzbCP5yP2OquBI5QWpMGfp1h1DQh5/xBAZ2t3Kf6M/eLSfXD5NdSfC/k1ACzBIkxa6txfcNMVCjx9XEBEdy4TmyYTANTD2pizgUgt2XuDcaUDvDHrottnzbv6ETBpYbeNQ3BTFQ9iZbxDaNkP5ozTnnHad9ciwgQ5EhkDCeZoju1db+0CExGGM1aB7EyzQ64o24bijsr1OCwoETR3uP/NvmuQ4amWpjB68T+pY1Tb9INoakDabHPGZKKRShYleVc7Ij4f5xSv2JdANzhr7IVtRO3VwRAXSQccaNChWaEOHk0KPiMhQdDRqu3tTQS9tcUOjHXGr9FNB+hGO5DJQDKOvcbmtnZjGgAwFhCA5M6mRbYVrTazaTydhmAOS9cJyCQPQgrUwR1AJVhp5LYo+7TraNFunmwYcqc1hKbHc/FUr9tAzgLmQa16Uuuj8IRtp8l1xHwe+L0zmxgs9Q7RaswuYtDQe7SlqHfczEcbAgEALtbkMrWDcRZst5wTSirY9oJgl0UAJPl6PXWOZJSPJmLkwoMAO0i3fgw5i2AqRbuEPIN4pqeFM0ixBw72rPq57d6jf42h4PYqgEMF1I0BkUIrSoMRRAC6g2W2l02fym0FIogzkq1CUTFxb5pL/nACiAyscJuXeKYHRQdEmXRtHb01NDnAD4/Dxh/6WSKunfKfxhFpogQ4wGPSBuZgJ0sFO/rQNDrlTyvqrQE7LhaEL9xBAtSXC/Z9M6FrUVx7N6ZpSkBvIErIAfCK/eCqqNcDqjSDEUQoLpQT4XHhhIaEzAzJACujaLb1wAGw7jZjbwROCmUCdwGlNJjnqop925CYUFuFaMPlcuByuUDUUsqyA2BEgsfHHc9PV4iIAT5UsG8ZD48nPD9dLOUvAXkrKIlRMqNwwsNpA2tHBlA8pRQgB25sbiZPMwMRrseBnDO2d1/NNRA2t2oX1IsXFoCBu+fzDlDC09MLvvv2O+z7FV9/8w3209nYR0w4akPOGft+AuAVi1UhtQMMpPzB/MPGELZ50XsF8w44O5CgxjzSBIEOIA0AuiiaChQdILUghy5TXwRd6qj+GmlkSh1ENh6INgOuUUx3SU2LkfQwE7yLj1ECZQZRhjIhIVsgjBN67zheDrx79w5v3rzF77/9PaSf8fB4xr7vJspOguNozrQCiCcGkpzVpSK41BcoBHth/M/+p/8TXA+rtBeM1I9PT/jt3/ytE8It+FFywt//3d/j//vv/nu0o+J6tfH0/vEX+ObrX4CYDay8HLheL3h5vuBf/Rf/BaoKXq5XvFyvuFwsKyjnNyglIzVjyuWccRx8swf8qY8vBo9aj/LetpUSKXqFGzQGtcxqEnasBtG9szkE9cLwXaEzvQd8EN74p8cSDbBTeRt0giDDtwqgZlkQlgbOay7XXq/qbtPN3z/mgL/S2OV6cVm57bO1nfH3F53bCupiicPY9ysEhm5rVzQyI066MwXikQVrwPWsIFFS0aK+2jrYURp16qjF4SxqRB5dM+aALVRZCb2ZdgYlBZJTmslp8FB33n0ABMCDJfXH24AbRd1JbbfPvxL5eOUgB41ee66L2f1Pnm/3HKYvO88fBmESFuFwwMf2bLHgS8fIlx1qKNStkQ8emTajLT8TA8giHWyMNqXhx7OLQVNERmN98nEIZvTu1HpnM3AHOBWkglmSOSpiRC+nBTwBQTvb+LaLTmCHywRqkoJPDCqeFhWfhbUH7MBRcqBmTWMiGFjQ/rIyiQABAABJREFU3VNOy82HKJ+6EHWO9ZScjCWAVIB3+3yHC0jH7SwAggATOPB/ONrgs0Z1/htWitPK7cfZKxC/L5p9VwU4FGgZKPty7VeiJIEQqLO4kixTVGea1c0Q9DaFjs/sJExUR+a9WM1q98ZC3NpYZ+DibfRnXZfrLQ7OYCfdHIrBquKyevSYekd+7cLu0UT/+ufIn1OkOFBflr9YL5extvbN0owfXxhoni9AyAFEGWCTEoFzgWkV6QBSt+2Msu/WLyXNfSTGs5qDhka+x8GM6Gw4ZSOLOprPaCWKA8iU1tBgYp/H9eqRWp8GziCgG5sg1ikFs+nnpZ8JghTaBLGL3RzeRptGGj7qAI7iM4Nb4evBAI7UdytnOQBeRlit6k+tDcflQLseYAAlWepIaJQcL88IYU2XHbX9H8OEGpXUYlwRPM3I55gyAZxsyXJDWkWMSBxArY+bTIDeD0hRqzIEcypmKWmdU5Ro4tcDOghQKUGypQ7EOKaISqui9dWWNLuni1UY615pzKr8uL2TMkgMOOoaLCaGkunVxTPSASr5s1Ud54hpF8vEtFOAIcYNA2FVK6I0NDuIJUIW4fbnwETImRGV44Kxc39EWpbdK43xFWBksAVSSohqq4ClfeQ090hzUrOVqw82ka8NYwtNxgOxPrbCBMRskX7/Pa4Xtnny17JXvzJtd/FV2easiS3PqoCiYds7WEMYQUdVjKB0hCF9S3YgQ8Es6Dp9FqgiJRpaPNaPAarZfjWYQbHvMVm1JbYggyS6XfHHvscjXhB2ZGvVhI3HtWD2SP/pqiD9yY6ygx/OOD2e8ebNGW/ePuD0sBmY2PpYG8L/G9UXYw1g4wklMi0tcduBE2PfdyADWq0SLYN8azagRC+MDx++A5fimQzk8amOqh0lJ/Mf3DYNf7JKAqWTebZqLBaSBm2Hfw5DBJtSRt4YDMXzpXoh1IRMjLwRUinYtmLjOG/oKsglIxfLWGhepfB6fYFVgDYASVTQ2oF379/4egZz7JPtX6kkSxUWk/wAZyRi5MwoiXHeduzZGCusBDmazV8fQGOecsLbh0fkknFReBpoMO5dzNy1b8jHuAFECQ9v36GcBaKEvJ3A2aQsqlfKLPlkVYydRHDUiq4mPM1CIA/YSBd09VRG+ghB9b3cZ0EiZCRbwyl58EFsLkKRmFFKsWflK0EQEeDBC3JsQaHWb6rIWtHYNI9AlhJsYtwKqVcUFhB1ECmYkmk7pQ05FaABe2FshZESo/WG06kApHh6egJBbQzsG7p0bKUAcY89Kk/aWDXGveJoz1Bp1vfbCee9QDWP1NeS3+DtmwecdgMYezd5mN9/+3u8vLygOKtSeke7ML793bc4DlsjVK263tu3Gf/2//PvcDmuuPSKo3W03nB0QT6d8fHyglqvkF4tQKJtPIef4vhi8Chon2MR9g0zaPYDlAkAB3PT1uF0xOHRmVWUDovzfe/ZD8M0jI/p1N6YIjqvtTrZy9v2tdgU1k3CL/W6Q0yf4FcTarD2WJeshvvcvFfAYm3v8MNmy+z/NxGk9QtWov6+m4ahcvPq7Pu4rwAfpDeI0yttESLPVyWE6G2UarY5bhFuhm2SMsTN/Hu+KBOcSmxcDkAV/TjQuwClmBhjSkhgSFQjYHg0j5wmLFBOviD4fXkONVTx2uMZCWwKy4kNJ2jpn/nS7eur5sEYl19wvOqb/FMcFv3UBxqniwcbQKi++rFPxvmXNOfV2wxAgCZYNc6vrokRVSKYcH7ziP/Nf/u//5Gr/HkOYtMaIjYDbeg2B9/zdoLArcthDIfz1ruiQ1E8nY2ylS81hkacx9eNqehrTpR4ydAusx9ThlG2zJmhMaBpso+Yh4M1AQfC0rB5HcYthgpMwxUCAxi6P6NAmPT2HNCJNurSjrjWGBg6J844B83frYP97wCvLJJkCwGwWNKz34lgYXfvl9EmZyM5UwGhyRQATyyWCGZUpOj4/eh6n8vvkYJ5L/w9OxBDjHzth5SNwUMO1nEC5GppdGMcsKeMLdpTbsAN8Cs2jrGwRN/FGFlEvLvOdsRanGBgXNLldXOSb56NYMzNLzuWezXPDiBLXSTxueH7XmL2iK+gSwNTGcAq4NWb1PVSNDmm5X0aNoJfj+DpK0wDCIIqGpxiTmak9dqMtSFGP6dsGivrXklkoJsJE8sADZiAt28f8H/5b/93f0R//DRHuotemwXlZEO2dEDxtMPo7yggEiN+2i1zrVr1HinGI3kqjRrA06rt88zmmEWZ8YYOko4o7y6uIxUA1lgb4ClAiPYthwpUTEQUSR2896BTvDeqy/leUtJgqonPAYJp5UQ622Fozxg2NxobSz+qqJEARVwMPGClGdgQ1y3TBRS/Yb9H3wFu04S4raUNDnNBrR1Jgptt55tMd7vHAe5g2Xv8ma/mXDDmDEhZUr2cxZSSLSZMBmSYHg+BSb16592yquoY870BEdea7Cr2QEqkj4TTFmDkzUMmYBRc8XvlCHhEn42h4hocfh/DtgKB0lSoHKdXDzhGX2hoU9EQfPUB7X3jZ9AYjTr6jDDF8p2jtYgeWIrHWO/YmA6cM5hpbCFhm4IwbN9hH9AEfmdVaFurBRhbUmaZIKL6mA27dB2XP3EVpD/ZEWwwR24TM0resJ8KzqcNZdusBH1mZM4opYzXgmHGmH5WYkZUoY201q6KlDNUBGW3QEvKCZIzjnYggsNdFFKbpS8rTPD65nAfIlkK0xwjigTgIhW1dgeCMpgzEnV0vYJAlkpHADg5GzCh7DtOpx2cM3IuuB4XWLomORhogZQfvv84xkdrJquSEnsfFUv5aw3Pzx9R2xXn8xv0dni9IAKr6e4kZ8OHEHnhZGzLVJDIyrKXbClVYa8SAGkd+XyGwtcv9xdANo8oMUgNvBMQSi7Y9x29A5ejotbq5mpB2QpqBcBs8Tl1kX8iJNcQSiQQ2PpKSkhqgH3v1TWQMIWllVCaFQKwPR9eoU3Qff7mnCCtua9HYI05Zs90VOaEAf1EhAYrctJhUhAGHnWQNohUZGcIMth10hJYEwgJXBhlCxNekUvG6fyAh4czLs8v6L2ZncOb22UNqn1Ug4u1n5MBjcgGtttaoiaEzR5cCHJidnF5eEApJQgIX737Cu/evHXtQ/PNa7W1r1YXXV8W5WsVbH3HIxngXlvDS+3427//exzaDXhjD35KAvrLn2IlePX4csFs0cUZW3IXh2UTmwONex23rfHOp07u3KRp7H168/70tyicvmVBWnflCVZ97ib8fSLXNZqfJ53G0fr9G7HKH1nzafXJEJvuajHERu2G4YpSjHsBwmdLN301Ym0AZnQrNsoB1mEycqaxPq8RAtAWbYuKajZZbfOO+9RhzKlGVNKdOGnDuLJNU6CB/MPj8ETm60DQj4tRntVyNJGT+aw4cK3iaH+2SgBFXfKI3DFxirr3zQ3IdnMERDZ9xduHE+NljsFhb4cRFcbFlx6vgHuftmp5T5dXdPlEOHCvnUWnP7q4njf/rs/3EzD1NQASYf7ORelmVi5tibEMOL1edeQtExG2fce/+V/+z1+9xp/zGM/QnR6VW1N1nS/Ll2xN8YhvJ4XCq23AnD7Ez9DHWL4LGmQWErIUixh8KhhpQTdgQYArZO/3vnwnvh/pA8v1hkO3upLxnp/fwrjOjqHl2dNsL8KhJ6yVsO44+nfnBobY9jpuRz/43wFgRWMZnt4X6Wk+mDkZwDUGVxj1SxoaLcDRem4VDHHnAJugxsgK5mTMp3VNRfSrM4uWdBpDr5vdY2cDjegKaAJan2l3yX+qxgI/u+LmuSy/j8DIAiiu69MA0uIrYu0IoY3og5sqlJ7WCLfSFLgtyfr6nP/kGOuRj8dg1ylPYBU2NGyvsDFrmmEKDVCHAVWLrI90zbUdJGPVjfLFlBIyTHvGopfNH7OCklXEscer6L2htQMJCs4BKrrtIeYkQu0KwWJSN9z/V/+L//rL+uInPDixsyRW24TG+A/gxMCBcDjj8dyu9utruo5xxLAidDGDPgxuImNzoBvg0sVZIimWFN/nXcswrkFutAe4EFchwmAQBEsJ0KFXMYJV4pVXxzd17LMewhpgmmmEmC1iKRJezpmMIRLjkMij3c6YNptGXNcCA1QfOpWqAzSJ1Ju5dDnzHQpVHlnCsY8yExQJqgZyEiUHt21czv6nwS5YKwiqRr+YDSOLjuAI2LnzBHgKkGsaZa94mpjRnN2hbO1cD/XnMDDzZWeHj4fByHdnZjgjKxAHHYBcFMOY6+NkFQa4E1eTsYbwGNIG/IQOzrCGra8dVFJHXNY9edmtEJpJuvwegzM+P8CjeL4yGXmWHuYgksT6YKeIto0aRX5fod9j9RBu19MQn8d6/zpHMhQOHK7jz8e7WuVH8j0tQLrZjz/jw/c2kQmMEjG2UlBKQS4JyZ3iLRdkT5dJKd0Aq+qpoxyMO8y1J9JgQZ6tAICY0ZRwenzj+4NCazOQWD29tsscw7gdP6piYJOPZ4WBQep2GVNBzpuJ1/s6Uc4+LnLC0Ss6gO10wul8Qg6QLCmMjZsGs65k02O7XiuulwuqmnbSvm84P2wOqje07mXYO/D8/BHEhJKMkZUizUss3fFQBXqCcMKeMx5OJyRK2HKAR5ZypV6cQkSRznb35CzQSE9NuRjDXtUrlpEX3GHkLWPnhMvlgq7ARoyNzT6ixKCenKlkKeEpMXIpSAQIrMpYFFBiVbR+AN300CI7xbrMGMYqzeaiKLICGxmIV6igDRPebWJNlroMtWJcYoEMCVtQOux/FUoOSjp4ZNdn7w9jcTIlC347q9PkTdXBxIRSNjw8nHFcr2it4TiuaKcNmSwtzxTz5rpAKiAY05KTIoUf0QW9VcuDBFlQY/yYjRTpyACwl22MYOmCBgvEfPXNV8M8EzF2Z+uCX//m1+gqqCpW0KQ2vBwV3z99RFVBg2latd4hrUGefwbgERCbES/O2itU7JsvzGgRxeqtc5FdPwd84rqMrccMm/kQ4rj//I1v85m1WYEhYnxroN38Ok+xetCvXi+Mpi87bntMh98YDTAj2CZXuBASV6KbbzpUNEEABDSy2JxBDwTg6KwZfYNePowAIDuAN3xKscQ0eJuMsVR90XAFeF0rZcyIArmj0I8DtVl53pQYUhiQjlyAD1exvFBOyNsJO0K/Jhz7NMZLvBb3+QdG3h96CP7v6mQvfuA/YV+nON/dawPWWpzHm2c0DBAd36B1Psyv3bRzXuTLAKPbowOUMaDGT06ujuXOwRlG54oX2O9fljL4kx7kYIUYSEFM/jtGZwX4JSqYaR8GaIpL4XBSgNUMzORMCqKF0bH8S3DHn3Gj50WMqX/jDj7CEPf+DCaKEEZZ+gDPFa+AAZ8b6/6eLZLOemozXQwOCrDfh9x9FcCno+vu/ApAE2Y5ecw2/9hXgQlosc72UHYWzfrd6A81YGjoefgFwuMYDCS/HzjYod3Fs525FO1anW8X0ASHALenfLlANFq1e0wJ2Ag4smkLlewMMrLrrP0a60c4C+xtGP1Ldp11CAQjleFjxb34uM9grrlzDK/Ugh7jOWGA3bi7T13H6h86vM0j7Y4wqtENxxIAE1qtoATkfAJxASih9wNUzdBM5Xy7PhAGE4VckBZeocSyUdzI1UVXZy6ODh6Jpa/ViqMfyFAUNzbNObeQRlMMjZbkwJG1vX/ZUvgTHyklp/7HIJhHlx5y1TOldnpcABZHlhZ75c5OGYERVa/kRQtwxEMrCGIiqwO00Ch5P0Wd49qWIiDOmooYcDRLffgEw8cZxzFEwy4MJoivo5YOr4PlYx9xhnIAMx45t2WXpwYN27ncYjFBZo17klG4Y/ZLBOrI750G1hrvM1mZ7HAqiRZdJCIoO4MqvsMNUXId7szYFhgpZeIgCQ0yJMh1ITWYTjyEgUE8ds8Aj5BiSbF9KA2AjTHtTB6OtwzQBIjJp0pjKIUsxMrcGocHMsK5jzXBloHFbkSwrCawaWCwj8Wkw743hpDbcD5GjGHGFjzUYCXEdWiAp36G+buvi6HnGANeo+LisGtNm3NqNzmYBx3yCDGJyB1IhQ625iiiQWZXxj0OsIyMDYNxbxi2+Lo7G5PfXyVjjWmtJgDsgEo863+SkfnnPhSjHyfbUUb6MhCgYAJnY7iM+4q1wdc2I1V7P8AFk6uDH6s/xgxKgBCj7CfU2tH1QBNPw60VrTWoWtVc2/4CwKBRfa22PjTciAmZE3Sz/S4nK2muyCC1NLN9K64Vk/BUX3BIQ9427MXSN3PKSFSMiBy6XbDt9s27R6TnF2PFMPD11+/RewdzxnFUEJOfPyHnjN/9/jvspzfG3g3vSRXtepjGHxMOTigpQU87TpvpBTUAUEJKBuLlbJW9VMTvFa7pmZCdBUZ5A0DQ1pCSjW7pguu1Yjtn7NuGelS0bhXJemvg/AAiRim7x/MI6N3WYliqGFPsG33MsVJ2EBp6v9rqK4QCBdg+00Z8zwygc9pBycAjZrYUaDSACaaVZHaDae5VjMwZ7TaPtaHChNQHeITmbZt7T1SRJCawGJBESQysTAa2denY9oJcMupx4HK5IqeEt48PLqrvDHQNZq1Njl4bVK8Aom2hIWy7hkEXrrWaGblkXwcZrA1HPdB6N62+3tFqx7VXnM4GGKoAvXXgAFo/8P6rd1AiPF1eIE9PEFUkEfzVb36Na6t4Oa54Pg5crgcqABnpCn/6448AjwLBWyivrx7uWAC+cUeaGxZjHiNCQG58q2886/uDAgzYICIdFPCbK96gPtOoJqf3xethaEWpcyUYjRq3Zt2Nied2fOwJn37gR45XP+cbXhhabijd6ENhPu7xuzfAqoLYu5F5PbdGLEad3StHJAnDVrDK2WqOmoTIbSIEg4g9Uh6xoWE8wMEkd1RtUxHzySIfnYBOFSxW4hDtQD8OoHdUUuRE2PYTjusFOW1DQDgnGnTq6Jt5b2GuAKYAFAsQ/PU/8oFoGAefvr2M3h89VobdfPHWQCMf17GRzussLfZfepdBh10PGR9azrv8G9TwtS1TX+FH7oRe103w5i0fW+YyGWo+okVMP36NP9MxDDm256KKEfW2sRJAabhqRoVHryj7CSkTlK2ihs0q126ozTf3Munb4W8D04lnACgOTtDyngMbpLb5hIi0dKucNbSUcEMPX9dPu0H/z3AwcbPODY0faQaGdDLtowFMjJMsjQcGaBIC1wMI8U6l18f4LbgjWDr600kVoJbAgBkmWOUyX3eA4YwBrisUmlCq1racvMoYYODTGdjcEqkJqM+AngF5AiiqmNG8n9Hu5fUYMNuGWTXNBcxbBY4rcDrb56TbPfQOyyPPs3/YnRAVB7B0akrBzwl//iqzbZpcIN37UmQ+w17t+UGB9jLHDwmgLjz5yXPxn9fAo9f2LYGdM2erand9MbDMgUEFmYA8ZXTXJ0rkEbaUoGKpBq03pEczkGa/qjvN2VDZbmOeGJDWAG5g5ZF5Z05DnJeRueNoxjhqvQIiEK1GEMv2LAVAVwIoo/UADjwlLIzGn8HaZP1iTLsoXb+8aQxH3x+6dBPVDyesTSBxpOboTFcDYpgRSIHWZrVEYzIlJ4MpMhcoZAA6AzgSY0YgIvkUDGKzMwZAMN5zAGExoAEMmypAQ100xwJX7V1G0GrYUw6AIJzI7vpDnjJjupj+w2Q6QYmtqpEzozorSGZEN0AkgjmG0U5iNiFVEfSuQ6+IyAA2aEfnZOlhAqhE+ovdC3fGqAAe9+Z9lHwtZzZwoTsD1Lot2HIrKwdeRcr71SPXZofBAYdZ0CUq7qk7SdJtH/McEQeM5ngXaxyU1ApHpOS6R7FMWBpSKnlU5bt5xp+ATRNMsr90ceJ0aHsMNtRgqgS4G+wcE1YXNVuenYmecvYiFpayoc4ue01GIuYBh73KNreYHWQDISoW3vgR7LYxFKKEVJIJbcP6vEu19B4EcJkG49a0VYDYPwMsi15RmRpG1sc2rrsquFVrZ7Zqc+LB8J/9oQp1IFDViMRdJ0g3gaTlO0Q2z9V87ZzIUojyZOuEjwJyhnfOaErONO04muJQoNaGy8sVT09P+PjhA56fnlFrxZY35O2EejTve9tXU/F1tHVUr7DHKSFRQqvNSq8jofYDvXXkbcf5dPIURxppY2/zIyLtmgU4gXAqBR/Tjk7qwDtQa0UDcNoySDZob+gt4bRlfHw+IEIoW8Lp9Dj1M31u1SjOCmf0d8VxrejooGQVDPP5jATG5eUCVsYVk6X4+PCAN2/eYt92KAgv2WxXUat0WUrBvm3onNC6gnN24N78vxHAJuD0cMblcsXz8ws+fjjw/qvdx3xoJxlDCwpIV4gH/wx0jk1cUcoDQBVVTdgeKmA90JpCWqSVkmWaMENZkBjIW0JSCwZ0YbSecfQrahMojIHFpIBel9iKWfPd2WMkAhYHj4qgq1eoVACI6uHsGmwMzoS8JZRsektPLx/BzPj66/c4rlc8Pz/jhw8/4LxvrlO0odfDWKdRLUA6TvuGo18RqdoEGGhHM7XQXACrNgex9cVATnMmmBI6zGfnXLAXwuVy9YIRjlXAxt31UtEcrDuddlBiVBDo5dn0wJrpHB4vL2jXK4AC4MCt8fenOb4YPJqO/Xh6AGBU21jsxzEjHwqn9cYUJcKtBoB/gzCdifjbafAqJi7FylDKyNTdYNKxkWBsFPH9O0bGeqxA0mc+MvwzDSc9XvRT/FhfDS2PT8/5RZuGGxU2J+dGM4o4IbnB7RuZh9QCaNFYnFVhFD7L1TTghxDpZ3BnurUObQohYPdFnpP1n3SLSCYG6PEd8vUJpV7QWkOvHUwmbFpd3CulhG3bURLjeLkgM+PN+QGUMpAS6lEhYpGcbX+AZoKS5aBnXsaN2uITEeYbcOSTXv2yjTh88FefXQAif+Agj5R1N4CHk/KJ07wARvfg0V07IkVA1KKkzFNkMszgcaoVnKJJe1/H8hc7Tb6Rv9YjQXPXuGc3yLtHj9UdlJ/DIR0gSua0u/6MldG0BVcceAjhRgC4XqsbMldQ3kGUFgfUgafXwLEAhW40dPxf9tSdG42FBfkflibZhMpR6jOAozvwKCpuTWQGN2M9PDCf6zO0zoAEOOEGsFysXaHDExZfsJLoD0Qo4vOvPfKIzIybjPMQLPdarHJGb3a9vNnvkqzN7Kyi9uKfrQC52DgcWKL4zGE/AdQlgoVYJpthLtLeZ13nOA8R35ysbyJNjtMCEKqBSuxrZRcT+67Nbq0Qhh5EAIhIQD+8r32MJGcdIcGQpYzhxTg93PrW+6dV4Kh+jw6u1WqATkowcMud/M8pQn8yXmEi6/EMpTkgkTAYZfYQMQTceQPvCafEaNcr9m3D9ajoegBigrP5VEx0GIr28R+RH78Cn9742CIH1QIwm02x9bNDmu89vZl+heqYcyINigZFhcJEH7UJKpluumnBWCVXIvE+z+OREzzE8DMgRZoYtVeD9HEZewY5eCRqFbkCpFhLt6sz6cjXHFqCQcAc1urOeHKReekC7R3SumGP2XUO4U602wmifdpu7swwyHRqOgZ4NEhpTD6aXaQUQOwUkSI2MOgl+KcAWj0c6PAUFqKxLzI8WuyOKbpXufTqOgwa3xEwksKBL0ESszuijHLvJkp7PTxaLWELWTU4kQppzQ12A18IAWjYXiKwKLL6Hmuaf16ShMmcATLQSAcoPO1G7cZ+YGZsW7Fos4NgtmZbuh6zVf8kB52ktRudLANz9aY/NbRjnN5kkX8HcTDBszCbSGff5kXAetXM2rILAxMP5gLnhEirtuck0EizxWpjx4i0fcDKslt7LZ1jsm4GwwnD5zTH2udDXEdgYGPvViWTfK8N0DKYc3FEQpT6kmypJgEcudOqk4E8YR/vL/dLajfmqzBArEM3BQQDEz3VJdbZkEzXnEG93tn47p8ITCCb2QTZ74C4n+0hy7Na7W9VY+R1Yzr21CHIyAsImpiRmcecHN+Fzf2UGZSzPRkiCFeIdiROeLNveE4vuDw941Ibnp6v+Ph8xeVyoLWO3gj96WJgu69BORecTg+zfSrIJMhkjDdKG3R3fwkZtQt6b7hcLojUJcBA1hR2AExH5zgO9N6xP3yFLgbyEBEet0dcXl6gbNXJHh8ebD0qGfu+4fnpeVRog3b0q1UOfXzziJfnZvpErUO7IUnnU8G+n3DOJ5xKQU4m+n69XLyiGAFsaXKgC7pYwKXtZ1C/glPBfjqhlIyuwA/PVomrK7Dtln4HToPMLCrY8gmWitdMyFmB61FxrgJKDGn2rDG0jhUvLxWlZJ8HnjZKZpoAgpLOoD2DEqO0A60dCCoCUUbObCx/AlJWZBY0L1xCBLMvwFBNlkbWq0lJ8A7tGdI6qggSGSPa5CA7BG3YGP6g59IU5jVmmqD0ju575tEaTlvB47s3eOgP2LaCj9//gG+/+x6//tXXKKXA4lixN5Mx7kBIlCDqwRZVoAEpE4gySmErHtyaMbzIq/46SB/i5jkpct5wRUc/DhMXp2k7qQKdGCgJ0hStCi5HxcfLFQCwbScPqAXrCtDE6B9NGwqj3uqf7vhy8GhlRCzOMKc8fh8bSYA4vklZwG0iL/eO9Pye/TM3GmBdZKduwJ1TroFq+ufVNoX741Zf6TOL9woOhb/0Cj4h0m59FYJHMf75m4Lxe5wuPRZeA9/CdAwXjQEXUdThmBBbpN8+s4H0AEk1+psfnAi9quXzO7lNW4MQOVXanDWCGEBUG0Q6qFfTrhAraw4AHAKTRMgAWAXaKqR1bCkhn84AM6oIrm7AWvUBMsOAnZ4OeHuWiA5uN5/pRP8T+llf+ZaDc2HIxLFqXcV4Wb87htAyUD5p1fK9GxBCdWAM8fmgu0daaIC1ETmjOT18Xt0Cubq074vBI6e6YjnXwJN+bI6M29Avv9ZPeHQCSrC2CBgVrcgWefUywdFWi7i3ER3dqIBLGQ6YEBkFe7GJ/SHaDhSO+1gXVvaIe1rkDzje16ggGABOmucLgOeGvcETPCI4WEETjCICLlcDF7qvd5SAtOFWIyd+penZvAaIxTX07rmPcvDOkgndIYK1WwF4KtFILRMyvSDK5u03d3SiqhiF9hBgrKcoDy9ugTjItFJuyVk/9fAUM9PJQUoGwh11TqbkloLoDMHPjvRBo3YtJvt+LvM+mgK736N0Lxmrdn8Eb5PvM2MPULun0F4agtaAbbM+WJj8eTtYFcLfXY3Z1A67RxHMjDL1PuqfPr+cYEDb4rUHk8ydVAOi4gvJzrmrXfvKQHoAdgJaAvoV0Css2JDByRzgAnOeiE3suvcDvSX0VrE9PM75QoQhajF25Eh7EF/T4FF52zeY2faU2Hulg+CVUngyYEXaKM0Ntc+Zfl62tCaJKp4GAGzl54AeYdEXhOvd2FqfUrL2OsNoBk38e4C/TnM5Jh7Lj3q6lhjq46wXBYlOiTF2VtJRLeCRPSjU/Jm0PuyvxOTOvr3S4O0RmOPAdLMkkt8PAC9PLuBMxtiIRXNx3mMMqKfwRUpcsIN6Pwwc0BjO5KLGXsWp69CXcJwC0gTSfIlJE5CSl46Catoc6I6zZG+77wORvq8GNDCA0KgJXUhrW0euze5D4EY/APBgDK/2JpFaOoQXmIjqZvAgkKg4IELLeDCAKsf+n4zBJUNkWMZyI62jtmoVr9yZGU7TMu/stwnQDeHsYD8poPUAp5NVVSRLKbrVq7GHwSG+SxjaUYmTM86SAXw0mf6R4sQceXjWmmEzhb0SgQ8MnMxnuw67JpLWaNyT/V7KZuWy1TXDPF3Q0ppct8uH4WetFB9nxM76Iusz8FIBj02BdGSbi41X8vFLREi93gSbTLdepy2HYA7+SIDm53RQBt69wfaw483DCe/fvcHbd48APDbidk2kPKpa8JkcNArR8wB8WV0+0Drc+tgdK3ItnTfOPO094UyMjz+cQZcDmjKUM5QSlDqu7cD1aoBEokgNJlyvL0iZrbIWA+1yBXpHccHrUgooFxAlHM10kYhMD2jbTdwaPrctjsIAMjoUEMXlcjF9HZ8P7ag4joqn7z5AAZxPOx4eHsHdQM70lnF+OINAOOqBAwcKF9TjgtN+hlRCdR0kqAU8ChcUr+iWs+n0aCkmZp02ZwMltNrxcr2AU8bzxUS6wQlv377Ftu9eINbA7bxtKMToYusPcbLKm6XYXCNC3na8yRnnxzf4/X/4FufzCewMT+nNggqc0LqgVit1n0sa1RSPdrFnnTekvGFXNXvi5SNas9RiYoDJ7YkscD4Ban8ZoLL1bcJGNu977+jah6B+yjamknZbcZsaoOus1JKMSXkqVxQXcs+pIPOGnDZkFIAalEwIXFpDSQmnfQdU8fL8gpQYp8czyp7x2//hb/Hd99/jzeMZJWds++bZVzYFXp4vKKcdqoraqlVlJAOOjG1W0HtDzgW57AgU1ohZwdxb1gQi7PuO1lzbz4MWJvod7k2IdysyM66t4sPzB/zw8oznlwsulyvqcUDrAciBnwI4Av4YwWzSW2PGkf/e+qQjfu67umxugYotUY9AL2M9GSYK3TI2bsCj5TyfUlvpdrdYz3H396ut9rfjlgSLE+Ib59Dl+dETffkR1DT7vw3sNYVJb+pzTxtBvYVxT+T/GWBDsLfc+Qmxa2kN2ttwDhUWUVZpaKJjoJpPGNHAPnWTdBqG5AsfEyERgURxvFzQVbHvZyQmk+wgS09LxYT13BYeAfibCj3x7MmgNBVM1sQK0ejcpP/QEUZHUO8nYmSQXFrME9GZax/V70Iry8CtV4CVH2lD0HUBTHLKMn5W6ji7QfPaDXgi3O3VF/CIVGfaj1933NXNnJn1SO5a+uncGRNBcX/br9HK/9yHudaKpANyHXMAbtDYMuPeuAqk2ud0eaYI4Cj0J0LTKAaOj8e5UHlfabBBOMIvdgRQEGBWAAsB/gDTeNa4k7gpAbjGhedkDKHoSBkhcjDL7y1AiQBzQgmWCVFNa6x/YkYRmIxNU7yyXIuy9NEeGc24seDXRz8Qdp5+VOgXJU8H693OzTHGloe0Xku97dFXvTsbydOq4r60Y6SUARiA3Fi9HF4nZxdROLU0+yVZNAep2I/C+r03e9a9ecocYaTc3UcTou3B3Im34hYi3XGMmWAR+XcHqyv6AzNapGbQ2lgqZoFvZwygLpoygCP3qlfgRNX6aGWZRVRntDnZ+OAGaEaAncwFVmEmQ8lSGGpvqK2hHoqUDLiiz/TJ0DSSyUKxfa3P3wmTBaKAyUYKmC2qaE+SUDzIIJAhTEl5w15OUEqufQMDotBdhPlncHhfk1cXG6nGoTUTe+kYBr5ni1gVKHf0bQnSm2lICpCDIM08VtvHFO64GiPn6LespsnysDOxAxns7MvulY1IQn/IgQ51ke/mTLEUQ9sYSZFKlLaMsJcktJZi31SFohvTlrAwHG73X+0WmWYyNhHQwWrOkwmpu9cVTCvhIX2gIGdt6fgMtCE0HBEOvWBqPzqwOTW4xgMc/1pzI2gJB7eCTaTz2SYTmAVopPQDllpHUICsOtnQEAWc8a0TPCJCVvU+JxAJSAUtzuV7lYLMYU80ALkYL4MPKgLiNGw0z8Yaz26QUpkBKuhiY25kEN/0xpzvEm2PcQsbH12txHVUk1MxPtHQGxztmuuf+r2uBg5523Xc67LKuP1pa4aB5bakkTvK6kvnZDaxixRTSg6G0exLykMXRsnX3HjfJxsRjAXiazU7kHC0ZYz4sprYq7mJoklDImM5/FwY2z96uC0+n67993wuOO8mCL2VhLIlbLvpBW15w5ZN0yXFeoFFxSoeOs0fBWwuZmfWaEbu2cb0aUd+2bA/WPr4vhdcLxc8f3jCtmUjHidCzhlMVpGtuIA3ESGXBxOgfnkGRJBwtmdQCPuWoIjS9Yyyb8glD1AKKar+WfGi77+vZheQaQbVo6L3A1YtzJhGuRSUXPD23Rs8PT3j+eUjUjfAY9seoOUEToSrCPpBqL5mMBEgxgDV3tHqFdoY+77htJ+w7TtK2ZGzsbENuAFODw/glHDmjNZsTtVajaEFWDo3JaStgFJB2QEL1gNKjCId6muriEC7gkRwPm8g2NrUe0Vt1cFjRj2ag0ZpPlMm5LwZg1gmgxh6GBkhETIDIg6CjC9aoNBS2clNJ/LgggUVU1IU3+Mmu9x9XVK3B3XqcQEQJgAPgDKsKAdbZbf4SSYlYE331HEnSJRkzzMnhhyWsdOOK7av3rloOjshvNq9MoFp87gwG5AOA9TNsWWkVCxoQxbcUTXWdKvV2qFhBgoOPcBEKFsB8W16dmSa5Jxdk4/RQWgqOJ/OUCIkzih5w+W44OmDWBGYvzR4tB6DYgrflMLqedWRpLFQxBI0DKb1fTct3AMerw9togUcGSlZfs0RAQCg7pmvhNr43JffYNznclthmwM3YAXdONt6870vuhR92rTRMzrPfe+rBbtgNQAjSj/8MndICQBklj1Wj3aPCnOkU/vJHVxFoKsGNKE3aO9Ds8BQ0z4mLgNjsxARHEcDl4KUsgmBKSDEFgHYd6Sc0cQEJo2Bo86ECVrf6vzM+321D60jgAH2xH1/+iDCz/r8ieKXz4zlYcXPfkYYjOuxApTDKfTxsTyy+FQYvXbOZVAMYGEZA/op7DOZQ7epVtMcv22X3r1/0+4F5J3fifNHG+DAw/0J/hJHiIYaS47d2aFhZLu+AtviLkJQ6k5ntmcT6YAhAEmhXEprD4bFo8v4jLWKwhK3lwNYClYg4W4M+/dSXq5DN5e5sbji9wGq+OsBTIxFy9OdRDD0f+LcidZBhAGGDZDD2x2pV0s6xg1wFvc3XYDlOt6WUXnLHSd2UEjUM7hWoMVBHgZmNTS4x+FATq8Y7KMAjYIV5FVEQNnvf2lHWPJEdu74MW9mspSisl73Z9v8er250eLgU4ihD5ArkG+/1khZXJ6ndGM1rUCsKkblOfF74m47ssBANglknQH1djPsXDdC5N5XsW5oeIK4ST0Yj0qXQWZCIPY7G3Uf4iw5Yl/P7TkSRbpYx3HtuFbB42OZ9zzuO66l82eMtznPEjCqZ92kFwVg4RomrR4GDjODJMR41Y25NMS3xUWPVf0WfiKhyD/umILRYcFMO0jmNjEWVXuXmRxciX53oU4NOwc3/TsAOjdSaFybkD0VSVXR1BiXPPYY/zzFfu/fdPtgssp5sIys6qYzigQObMKYF9mcpWDBqJpDUlsDJzNupZsMwdBTuluTRuoaWWoBmIeQds5msorKso+HgWa6E7Yf9ynmqvPH4CsHKYaTMq8b0d657Nr5glUjtOz0bP2WIigDjEAqIQ8QkDj2F+9bVURgkBZgA2RBJGbTXum9IwmPAgM2pGWkBZGaBo3AQJGBddzZwBAdJcBTYl8OjWW2bRuKa/HQcr/2OEwIPJhVCgZpMhCUjHVCsect9geIXH/KgAOJuQ0MUG7YOWSMuWn9BNA8x576mNPlezYHxFPJwl6J9XCxgZZxbewEo5VQ8tQRZ2LBQTiKMoQEhI7baBv5vsbq02bMlgHY2vywz4trVkUBAErpRlj+5324PR5VrsQYjrEuMxtjiDgt5or1h6WYBnjE416XJ2//xoBVdTNJQZqglJGg2E5n7OcLmjTkxNi2hJIJ/TjQxYrrbCWPFKp6dJQtI+UMIuCcdrRrxcu1omT2n4S8mcaSwJ59ytkAsJIhYr4KsWkgpWx2SX4h1NpxXA8c1ytqbUik2E67VZ/bNmcMJasYKd0ArWaAfs4Z2+ZV2C6Ky3Gg54SjM6oc6NTQsjgQBl/TI5B+6283EaSUUbYNiTPOb97hqMaefHm54HpUJAW4dfRu4P3Hp4/glysiiEYpgVPCL379q1lpMCm0Ko4ESK9ImVAym3YhJgs0Ux6gS/J5dFwrapvFDpK8APV79Gb6bMZCA5LrPJpWboVKQ2/izGUbISLAUQ9cjyuaC2UXcYKJKobWG3Ro3MWYS8TIHEUAGMNT8vUOCVDOYxgqTJKjJGOLMiZLOpeMbdvQpOOoB3YydpJIR6sNp22DaEHkylKCM05tNggUqg6WUWjd2SpGrCAWZwir6xuZ5pvtjfAqh75XqiLYqiklCBRJQ0OPkLx/EWzaru5bJLOZX/Vn/3nHHw0eTWrs3bE6m/FZ3PpCn3qyr5zG/xsLkbphszRgZg8sbRqnvrmQf3ewMu4ah7vN7JVVnfwcK0YTr83PzLZOR+rz93hz8nsRzeUY9hTduIvrl5f+csTXf1f36+2+jZoN6QMAGnnffnmC2sDTED+0iyoEvVb76YKEPoCjLjIRYVikLyJLtVact90X9YoqCi4FZbd8eiIy8UoNhzgMHUB7Q1QlCX/zxgkBjfucXaFY2VmrnxvPCPgUdPlnHfTK2Ia39eZz9Pn3/O9B//f/jCf7mbnyyVBe5sBtU6YBFgayfcaevTrwdevD3PyFiBbfnD0cn58BeGRDwx2BkflFY+6HcbtqRIU4Jydj6gyBbfLoQSz265rlRuEYi69N3QEWEZynixtQCQQDP/wzXNaTz2sRbOEfDvDdE19T0+L3AHRUMdLH1vSlsnbaelOxwCzn+RIEfIkCjUkw0MX4jPdD6Do1chbMNPQxNKTis9HHzXSEmgNIHILVkerVLbWvKwxYCfAoGtTn+ca5nfUz2jc4lhiAn7PTsDAzp+C5Arx5txIw/M8YeMuAiT710rOjbxNPw1kEQ/OJdamUJ35P0T+83Asc6Fv7ihDiueZmRiqbv8d3YznaR8GMc9ZaaCEFe4vZolfRpxq7jd1Xzqsoe5x3XihGyMDC/b9rU0b1LcUEDtxRAWApRFB07mCyiDFgaTOJ8xSWVI90U7J966cJuP1Rx5gK00DwGWeG5ZxzWJaNYJAM9TXY9qw3tsxYy/0UTAyBG5oIhqoZ25TZpobv8ZF6NFalFWyA7ftYHPgIWJAD7YYtmyahrTMYax/H2PZ9GeFQMDmjzsWxpQ8QzAp3TDHeSPML0ChAnWl7OUN02AV2yAisNP+epwxG3ykQ1e9E+mBiQ5dS79YhIE+bJUx2kJUbt1SJcVVW1/zQCVA4OBTBvVFhDX59AlxdaqQ7BfCS2NYKgbH6OYARmGA3swFBBia5XUMY59DFfiYfXMEqWwE301tKUzdxWWOin2eamwdU3KqcEfZPt8BIwaNRodNF0ecUQADTa5sBT4Hy5xhR+rGHL3u5bcOmuUNpBnLsI6FTJVP6gbyfE3t/xz3TYF9qTIgYu/HP2A/dVqLJgLDx5FUJ121c4Xo/No4PXRhr/0kcYX+6A6u3VWrtiDTMyfwYNsEUSVtOafMGPm6s78mCNqoWGJDQXLVS8qfzCUSKVjKqg0eXpycQJ2RinE4bdk8lurxU5C2NQOxDSug5I6Vs53QAydLBCAILPFhqqa1PuWSQkAFGhcHFWCnnhw3twxNqrTiuB4gI+8MZREAppmlG8IpZvUFVULYNqn0wL7NmS7W82FarJKggHEQ4GuEihzGjiJC9MtsAjsj6ubvotaKDWoMwGbZMNjrPDw84PZg9f7SO46hoChyHVclWsGfz2zlPDw8WzOdkKYAMMATXyxOYBKVsKLm4LIyilDR43czs4JGviwoX8ldQfQbqk4NXtqYZ2FSgChPN730CwCoQNf3D46h4eXnGUSu6NOznHYl3pEX3L6wQYpjwPxtoRArXdQMGgE7LtE5h59BI7VaCjQEm2x+7oHWz+R7fPOD56QkfPz5BHwRbMSNapIMzgdVYclCAOI/AtQLma8e6osH/IWcNwdZQxvBlmRQlE9rlaumM0i1tz5lhOfFNsYzV9Cb/W52FK5FRwNls6E9W6X/+8cXgEcV25ItobLjhlP/BptHdJ5fIgB3BJJq+li8zAEWyTnzFt8R1M1neW/5yDRMAKretdFaPLuLWNE+ynMH/G8KBRJNp9UoP6SJy9c85VqNzgVY+ueakDfiEHp2onm1ihhKJ5Y2yG0nDjNWpj6Dd9Q80VCYAiKC3A7VWo56z6R0N/YIuoC5G+faKSaETwGSlM1vthpZ79I7geeNwiqJnlTB5JFptQTDqtqc1uEYJuTYMwwQ7yb+ciHD8SXr+T3jo3VjH9Nvir/GRwSBYjBLcfp2W/46TvTIw1tG5isjfvmcCvjN29soJBhiBCXZ85hb/0oc6w0J8Ew3gdJo5vjYMQcdsEbTEk0pLwU7y53F/u6oYOjnAXKjGFeIfmkYpZwQF3ASTFwMr2Dj3rLrob2wArpgPenGU7pymVw9xUCKqicV34vrh3C3rhd3Dsqbq68/dBKzxyvjzdgKYyCLBWDueFtU7QA0oniY2POe4f1uzIHXRAAox6j7vIVhBAfKlzdsVk0oBLRNoiTaN3/2GRZ1xFJtPArICR5uf6a7J05vtmnn3Zxr3d9dvUHccfBx0T/DPbABRAgwc8/7lhAFI0jJ+kpV1HeAbLSM7nL7RX3G+AJGWZ762y5CIed54kOTMI2qwFDZL80uazMiDGUaFFKoJzIJSdqsO9glA/uk4jf0EkYa8juebEeSWwgDD7BlJF1Awyzygo11NZ8CrzSRyhyA5M/ZncKiP8ag6+/pejuFIs6e2JHYn7FVzI9gXBlgkN97hJe+Hnp4oGjWzp9jStmJ4xPRnAFDn5IS+0LLH21i0oBKTAe0Gq9g4iqWF1CCnXCYbPKq5lex0/1bR6jGqnkk3+6W1BtqSO6nWeCJAxZwvgVX26iJAay40atVzAhAKlpGNRdcIio10LHPOwHbnZdyndl+CFl1MAAbgqc8T8fvXm+egzoIStkaHkCywpAnCq6mRWbq2zEQaIxCgDbM5v8f1cMCFHEACKAl6T8Z0UmPuGeAm87rrEFnGlDqAw+QOvNti2mWwJDQFSARYeeloT3LneKZcUaT8EBn7SXTcpy1dy70ugIMCt+1UB0U7wLysEwPMs8EVGk3TWGevuCYmXj5oV8FKcyaRPyPmqNbn2pI89yZ3d3GvkzS2dyLTehvXp3FfUIXUiuyAXziKBBf3h5WJ757OE+vd59aAn9shqi7Ca+CohgwGsMwnuM0/51yEDdYsjdVcCIYk3KEnAFKLgZVJoGoVsc7nE/aSIKcNrRa8bIzn77/D6WRO/MN5x8NpBxPj5VRtTnmK9AZAsvkRIoCSMUwS2b5FqUCJ0Xq3AqkkJuYMMrnGYs+01oqtnAA1mRYQ4eHxEd/88ms8PX1AyRtSTuitoV4rckk4n3YTWe5Wjr335sWCBCUl7CdjYEa2PF0Uxw8XQCt4KziddnDKlmrKGeQBLyJjgIooLpcDxB1XfI9gM755/x7nhwcQmcZsrcak+vDhCc3TukUUXQzA+cf/+I/I+45cNpwy480GAA3PH5+B3vHm/TuUUiCkaL3jzeMZx3EM/wsqYEp4OJ+QmXG52L3aDmH2LsPAo23bkdNuKcjVq4Z1dQ1FwVErnl8+4sOHD3h+egFgoNvXv/oGPVtVMmZCSQRlYwlBLS2upGQpp72bfhuz67jFGmiAz1ib4GYEzP+t3ar9ZbL+rq2h1oZ3X7+HAvjw/Q9oonj/7i0eTjsIHoBJZbAqjf0E3yMMPLZs8dhj7KJWwVBNpxExBxQogg3JKplrQ08m5mfVQQWqFbU1iNizaK0NHWMm9mIHGSV3SyHs5JWKI/D5pz3+KPCIA5gJ4CDe1D+8FI7FArebR4D8YeiKV1K42aBjg13aMs4LeJaGfT75xmCbw4xEgHmAHss3wZQg2iJjOiAyBBsjXp/XxtiMV1Tztf76kd74YhxQomuil4ZzYYszkyHBRjHtnkomroNgZ6DhcAkgAbr4fYUuwELrtiZ6xMFpl/XwSimFPYfcBmMYbdE5YXj2Jnj+8AEPXZBTtsjxccXzD/bZcjqhMKPWagwQKqNnIlonGpClGYMEI09TaLCMJzIhtD/npkyfe/j3RxhOa9QmNmA/Rh/Ok//BU0eEMYytMJTudcK+dKzdn30OhcUA+BLQ4s98hJli6xJGNlFXtTLBqjdV6gC406HT0IkoqwNMI9WJ/AoKB2OcEQIHhqK8O1zcmsnKnyfCAI1W0Cbm4fpUfLyPkM6oDraOc/9efE3unsOyvo7cpwCypM9/B+Dh3hT5dap7kflWW20eAWHHRQLwcXbUwh7xcORk2IQnGClY6CbijG5gCvsDUxeFBqytrZkgeL0CqDBGjH9m0i0wmDU5w1LbHOgRfw/Lj8KqpuXdUsM8dx1NgP1swtkgA4uSn7+LgVcNxhTjPu83Ts1q2knjWS3XU/F+pTmOvCDB6MpEdn+h28TFo7IZA/yLMWzlBa0vtTlo5D+RSnpU6/84+A7gAezvVBZdrARo9vHDMI2sCpxOoFYdPDBtpLJZlU5rRvZn6/OF/ab63A+kWxpRdh2YW9W41R5glPwLqH4P5QuYCK13XJ9ecFw/Im9n5LKbBpMKjl6RtwdkYusrJES5hZ/DMrWu+UTOJVpS0ca6/QlD0V8TYGhixbHQPabWlOv2JfZ10NYLwcL6QBi5br46OMcCsLOEpXXUw4JF7JoLmY3ar56iSW42WPR+CjmrCKQpjqOacDaHnQQQs0VE1YJPJuptNmUXAQp7uocOAz8CKl0qAIzUPdP1UxASUs7OeA67DK6PFOvRstbe7Ivz2awi5Te4EJvQL1XB0U30dcteQSqORCCYkHQfz3vF4WcfsAM5jd0OGzYdjeUxcNjEsAo+utqshJQt/VVB0JwsnavWm/E2uJQUxTfYb9jTIYhAZM5+V0XrXnnU9zMLoMwxGybn1GLk0W4oIcEcOQv8KVAWIGsBksNmtjQ+jDEprscmna2S3LCrl4IhvoXYVmz+BxHZbqEdJuYfc4vRVBBZEuSNJ557OycHo5z9GpX1AhQBYaxRr9lhiin0TgCqBzIsJdTYLeOxMeG8uzZcsDzXMfRzPS4XyGmHpIRGhN4VXQlK+cZ+VWcliQiqB6AtLQfgYB7fVweNLQ00gnGlZJADDokFbx4fIGWD9gOtZvQj4VQYjH8BRgdDkcjjMYnx9vGEVhtqveK8FUhXXI+GXBTM5urmfIIwoQpb6k8i7PsJlBK6p7To0NZTPH38iG+/+w7S3uDDD0+4Xq/YSsHj4wPevXuHfS8TECsFJ+xQWEr16eEBKh30wrher+hN8PGHD+iSDZDNhJyNDX0chMc3J3tt20CJ3QQ0LR5mkwCBOCM+k1XTgq2r7Gn3l6Oi9iffRgieS4X3798D7CneyTWiAPz3//bf4fl6gIixJeBaGrZS0I4rnqVh3xMKP3pmcsd2Otv+QQCRgqRBtYPThsQJJWdbf7oJnHeyfm3Vsl96bsg5YdtO4NogZAUxGB3HcYF2dbCJzL4AcP39R2C7QvYd+76jbAUpJ0hrrqvGIBX0avQBBaNkQnZ9s8FMSozW6ljDxwwMm0yAToYFcCK82R+RSsE3f/0elf8BHz4+4fpU8TVn/OrxjKePT9jPD74W6DhVMEozJVAKENwvRUCQMzAYkLZfH7WOdVsclMWwF4CPH435dj0qrkdDdfuLTxti0Qoxd3b846c0gr4YPBIIGBYdjaoBtvZ+Riw72EEUG9Bq8OCV7+jNZj7Al1jEl+iKIoFVZiTAzxulW1mNYYPYNF9p1/1rtoXMuMowt9wZGpse5maiCIG/+Bbw+lbzTztmXDsch4noT2PH86nh4FHvIzpP4gt5aGpICArLbKUbWCIdNABBN6hcg8jOadGll2vHXhJK2UDMqHSgvzQABFYekFtUo3h6vgApgbYNed+QtjKiYIkB2k/onKyqCCWIp5V0mury4xmNqN7ax25R/IUOW6NfeeYraDOch/Vzf3ybyb83gcTb6waIdNuMuajd9KWPKaUv7L8FnJjm4M/jCOMw2ITr0bpgc7pn7Q1JBSlt4My4vFxQW0NuDdvWUM7vLAItAMFF/BAiy3BAZMPU5PrMXDcLPf6IVmKACmuq6n0Ort0QhjB2pJoF8NTven4VEgy9hgBg1lQl6wwgxLrD5xxtVriQgNNdaZ7DfgFiHUq8sF7kkzE37nc4tnEhZ9+4sK8BSDCx7mDKrCl4JQO02/3U6qCJg1K0eUCgA8fhg9IBvaRe7e2Y17+532RdNPxKv36r80MKYCvA5Rl4fgaObhGcE1tXJDKwiBio4uAXEAyFsUarP8eR09/dUNHb5xSgT8qWFperM7V46h3GGGiHg1E8AbbmjC72+6teonUQiwijjMyI0icseSR+62mmrxED2Dx33gWQwTBhyI5MVnkNabPnGmOGYNcmBfnzUFVoExy1Yd8KkAxASO7cdiF0VGjTcauiFnms1yuO54sVwROrrJOytTVxxsPDg90HZ6iyOTnd+/4vfNyD7bFEDVAghrvbF+ZgwpyYOtNExqofUdP1Im5fkQIqUfFKoN3BFE/NYm/L0IxUAGKgCC4XGyqersm14QAjEyG7YwAFeq04aoNogOWuheQFVUQEtTawwFO4ln0b8mngkCzS37kPJsnAeVUHe2ytRjqWFmAykyL9zDod6t+Lfgu87Vag3Pp/XRru8TtrpwlSg7zwh4sCBwTK1CydTDqkT7DIG44boXQmJGV7JvHsaDJiY8wQERKpi9sShHQsJaDbYCpU0URQPJ3N7EGPRrM/UwDq+47db7COKloLBnKHukgtiMweJNdCUb3ZXj+x330MqgJSO5K7hOpsSRErBR4pZiPwprDx1wGQuHB3VLSKrAGdY35GmxGVFaMfGewi5XbvWLR5cs6WcsMZJnCOEaBe8ydCsyVAWWMk0QCr5uesP0UU1LsLvLuOFwh9APwY4GAgcMY4+DlZUK8cnIBtw7YXnLeMnQnXywXXveDYN+xbtq1XD6A/o0pGlwtK+qWNV8Sa5lUEQ3mdfEwsTLHYN4gIrAbGShOUbYeQol8Z2ggdxjx99/bR09mvVvRHBWgEZRt3lBS//90/gFNGShugyRztlJA2xb6foE2glLDtJyAxnq8X/N3f/wN+8ctfmFDxYcyTv/vt3+Pf//v/H96/+ZfglK3i1pbQ+oEPP3yLX/zql6brIzPNusphIPz1cE0/IOcNlAmtXlH7s91rt/lARHh43FArQClhO22AwipudTFtnNXkUpivJbZvJk5gSehNUPuBK1taXSobttOGrZys4CoZcGSVvwqEGH/1L/4lajVdIa0X4Ok/Yj8XfHe84MP3LzhenvHw+IiyFSgB//LxDUxLP/Y1CwJ0OdBbg7QKaQ3s1VMZJp4uHaBuNlIXsSKwVXBcD6swyYRTekB6zDhvD6hvrujNUrZ++Pb3uB6eeqWWCUMA3r9/a2QRqDOSNpRkqXSn04Y9Z9d5s/RcIoxiUKyRRGb/VWagd2i3NSCVgsSMp48GxL1/9xbbvuHp5QUfrw354RH65ivooaBkeyS6awqz6TMq+3rhe1mwEmPhEwed5h4PN0Vt/S/ZU4p3QLvpSuWckcuGvFVc64Hn64Hf/cf/iOfLBc+XA9dacdWOQ8XswuMZI7D9Jz6+GDzqXUZZvliwByWR/K6XIxZgunlvRgzsQ7HZx9sWjSXKkHsnCXcwwY+svaNt4TiHUUE0hPfWIzbtT5oTEfRxCzReX5lHX9CkmyPyR19t+Oe/NY2c4Y8aYERwQUhpnuoRxoL1REcG8QmJPqC7Bsbon8CiRCGtgwff3cQqpVllnS5irB9idO2QasZHb+KGiyvRBwSXYM/68R2oZCBlaMroqYDTCR0ZrarR4Z39NICx0afTaAFwBxz5Ux4W2J9/Mx4GwWtv0GTp3b5Fdq/jffxBQ+JToPUzoMVyvJZbr4g5SbdzCTZP9ZP5cn/O2z8IQK9/eQctJUKXAkiHQtBVoC1YDjr7XL2Knqdb7qfdy2QD0jqkHia2mPMUUr6Z4PrK81ZjoggcdNG7fksI3QMzHoEhshzw8LDKl9fvq0sEuLNUpxltCjCC6JY5FOHsaHNoDY33woBfAKwWLCV5fWxHW8Ix/1xkw5melubnfbkV79OrgR2ipoGkZNXBgjbmRoKJYjtDKbonUplUcaMHpGofG3pCGl9w73B5lgoM3amkMOqFzr6BVxs7XhxQintaZo1RHHCTvkd+30rz3uOZroyv+Gw0sZtjbcBcMlBK1Zk0ziIbLLaKAU4xT8ZRb/O5JgfVWoxFtftP8exdHHykgsAr2qkHHsiYWch2vXEv0Xk2RmiMZfJ2EcD7/OzCOjBn1tO+A1TkcOY/HT4i4vn+ak5ANq2GXAq2fUfOGxIXpHJCogRFMrAEEQj68Qqwf/Zj2B10w6qeKR1RYUysfPC2jTVrfDP6zkVsYw32ExjwDYwesMvqSM+ikRbke6cHhEgF7NMHoWsCBUtd9GSMcSnC/mzE9UAwjGAhL4DB8FSUJV2JujlM7MLm7AwZVShZIMkw908ZaaG9I93BYw8+Eayf5igzm6PLdTmDvWNEzc9rHvoWsdir09AnZlBJwNFMqDpsYLW2CWdbQrmA1EFuPwy/TyM9GlDX6MJgVkW0eGX3sjNjyRkSlAgdHTmWPH9esRWsPBbTTAptEBe2pVnpyHBkEwNmmE1M2fqxO3Mkpeg3MbYDxO06S1Ubulqxjum0N9fxBwfCtlRsPHeAiKGZh04UYE4zkwE9vNh5AfoR5vgfmZxLIBswgAdoZnulPJhGoSfZRW29jhQgwIJnZKLWcACXUnbAjUy3CWGfWroJ3RGHKTHYU6WELHDaahug4AhuEZlfwwTS9Yn9HA+7wd46rpcDCcD5vEHqFS8fFY+nDekE5E2R0iNKzsglo/MVR+qD/bAlK5W+0YZI5zTNFx8jtPwIDZC1bAmEYvYcFBkC9AP1opB2IJNg3woSF2OdNBPGJi/h/vXX71GbpT2m5GXSKeF6bfju29/h8d3XyFvG8/MT/vF3v8Pf/d0/4Ienj/jt3/wthBS5ZLz7+j1+9atv8K//9b/Bf/wP34ETodaG6+WKH777Ac9Pz9i23VknOnSfVDse3jyMNSLs65IzHh7OSO0Z9VohXrwgFp/uGSPXqti2glQYKUfqqHhfCBgZK2OluQwApwwcJhdCOWFPCUUSTrzhWTzlqTUwN2ynjlR2vH33Fq01FHnGpg30zV+DFPibv/ut7dfaUesVoqa/9u3v/3EWt2VrW84ZeT8bwFVsPRSlYZIAtjb01tG1W/UxTtBGKOkEdEGvDSkzUtqQkZCRUKWiasVX794hikW01vDy9IT2ciCDHCxibDmBt4JOin0rVn2S3UaBWEpaytB29WweNnlJhmcnFNc+MnyC0VGPF6g0nN++QT0OnPcNrV3xfL3ihx8+4N27tzaXYfIsKSXkraCL4NqsMFUinuOAln2KQvvIM4SIcco7lBSXdkVXy5yINPLeYc+qNlx7BdcEPjIoZVyPw4DRXLDXiqd6RT+u6IPp/9McXwweaRdUqci5WLlLSi44KEYJ/MyubBvsnCAmDOo3NECUBdG/SS27P5d+6qx84suFA7xQ42+cvpHoMzGYsQOuANICDg1/wUUo3eDVECPFK0CSR0UGTnYbKnrVYL67ERA6oGnexz16dmc8xnU0qi1pnCeAIp3nDqNdZKRMWZTP701lgEdS23ACmQm9N0N/FZDeUPiEUgoUFsXsAKQwKGecTydwKQAniMPntolERRbbRGJyxTM0n1hh6XG83OScheqzcmpf4bPj8I89LApr51XAgch58vEowvgZw+tLGkA3z/SPwb1uQZ+7Q8MxeP1z0bKgz/8hRRCK//q4scIKlqbUO0a+7V/8CKPSBfPiEFUkspLQIyjdfcXhPIyZGFciApZw7pe5r5g0wOWaoLteHtz69TN8+/eYh+7ga/9kfRqfG2ly8bveOfLr+V5p33q+YahhAViAoctDsDYFkEU0mZsKWHpUNrAggBB3Um77IM7j688AWbwfmB0UgbOoyElNfZ5bI+3E07sSAd0rk9U+06wCGGMK79D/TnY+JCtrT87GJAd7zGtwoI/93/CA/PqRWjYAvHieeaybjlbNex/i28uhfo1IUQtWFy1rGgVLyPucZLYtKgZEZSoCRjU9wMfPko7Ylz6Wpa+Sj5XW5jPNBPAV2Dfrm1btBErLffW46OwHVUAICiv/PUTIB2im83l4JJ89sCA+BqxAg4+VWImW+ZRTBmGDakNOHcwZRQk5WTnkbduR8g7mgnqYgwE1EVR1ByStwuh/6SOCBbC9lejeqJt7ggIWkXVhT3t3Tt8wQiOSSeFhe3+Lawl1j4T2LihBHFvGkvhnqSk6tWHb6Ap0LnNboRCqAHcQu60GY4eYoqSO9tlyY+0imP3YjwatzZ8QfJ8XVJ6sjts1crKG2N8bFox6ukNvSMnSQAZQ1e725PEdmAZjF3SfB0OzX5fOjQ+PW7fovmR1PSp2wmWINVt6mU3rBM4O/BCjePWlGUxd0tgAcE4WpcZM0bIlkc2xILNvugiYGcLdUoFgWk+sMgRasYovrMFNEYus+zOP6mbWt1OCgcgqTOWc5/iMrWnZ72aVQN87dBV2mN1nbDRyTa0ZXReYLg2BkaZVAt8Vfa7QiMonP8dkGE8/IZbDuP2mxmooiUEw8eUxEHy8Bx6q64QiS5/MyJ5yZgwudYFiu/NlbRuaYCHMPgNERPCUlAkc0c3YjSDJz/gQC96oa5a13nAchCsDJB3fffcdnl8EqYilK5WCnDb85q9/5Zn9ZGNY7Xk3rl5JEDMllYDOziCGaUOZvp567Mo+w2SgXE6E02kDbxnUrpB6RT0uyMxWOZDFK6FVXBS4XiuITKS5NcVRBddrw/Xa8PDxBQLGh4/PEBU8Pu74+hfv8bvvvkcqGW+/eouvvnqPxzeP6I3wq199Y4CuGIBxvR64Xi/43e//cUqt+HqWcsLjmwd3+vtgAqoIshw4ajUZD9ExrYgUSIQuFf2oAAMlbVZ9LQfrkpAV6LWjdkEqBe++eo/WTE+pW5k4AzHy5s/E5tJp21HgSf+qqE1x7Rc8nE7GypOM0snTlRP+6te/xPPTC3IuOJ3P2E4nECU8ffzBXUtFVCbe9h1v9xNSIhAlSP0WTS8GpFUPSrn/1JtJoRBliKiBbwJIEwNWyfxR1oS9MPayoWYgNOlUBH3bIOeG3//ud6bBmBinfcObhzO2LeO071DtUOWxj0D93tvVthgPJhITqGwg6rNokczqZiUD7fo8spoIgsKEzIpdTSYnAjRNBerAXnIb1/bUWxmeqBanbDaQesA5pGASJxDVMX56F7RmFfaOWlGbAYGtN4gIzucz4MGHlBiVFKk1dH7FHv0THl8OHqm6nxylOwPphy0EvumtzusKmGiIGao4mo+Z8x8onC5gzx9qTxgbYdfftNX+s5pAsyy9/ef2OuuDXQ7CDYAU7RsAk7jT4QCSwhcBYOZAusF/K+HkhuKP+XzemqDBhl1N46bDow0zcjTKBqZ0u0sd1pv1dUQWw7gXF7qTKR6JEL+L6K90UO9GRRSyjb8Tem0QNQV+VUPAexfPGU3I247ttCOVDUKmYdSJhiYVe7raCIfRkKu056cKdLWIKfG4lVgMbp5XOFbLawNUmo9znPuzII8uZ6Dbl29MpPF9f86gL5+m8Szj218AOM2rLU7ITbtvB9OMDr5yHu/rSDKM9XWCjXHuhaGkNs7NH5gJnl8yV3/qw0RXBUxBHY7YpxnwQ6zOp6qKgrM7ZYvxeJs2e3dER9zNT2AFFxDWL4aIMxNMy8a/PLSBpuEdfTuv4xfry7mDibSCGaozFQmwiy8O52xfrGGCyXoKw9nbGZ+Nr4ZDOhcdjEGicBbTHCmfLJw3JdvjP+6ycDj1C2tnpHpF3yxr86qZoLIAItHnCqTQStqBegJQZuqXVu//mRKzTL55nUglU/89WJijcgwNQxe+NgH+DKZncDseFJ6q1+0eAvCKcacMExPX+frmAylS+VLCAKxElnEmJibe6py/RPaZQsY8Gswvms8xIvAiADcDmnICpGGKq8czjHG8gB1dzTgDg8hT2iJtL+ZDn06mOabsAsEeNFgqso1RQ/OvzAmJMlQEL85ACubgXJ49SdpTViUcW5CXhcdf/BjFPZb/xB52W3hjMm4IJmY69AwxlwR1UPY1xtZY4yT6fn4g8NUYJ6Zn2KHNGHh9ADqz0pmdk26WeMPD3X4I3cMFJIyxOlN1rJ3SFNIatHVEMeOY7p19vPgLq06Ulfy2McOLbIAiBLcZzDoc9WDx2GFjUcdaZ/0XJbDJ7bAApWZR8alREfEATlZVR92JCLAgMSExL/6RsaqglrqQUnYnwNJXjImSwNzB/t1wPMUfIpEBrcpsDlhfgpYwpryQPeOw2WJJi7EUzyXuD1BE2pp0GfUBouR2PD/iuUTp/Oo6TM3aHOx1zD5e7OmRokGTpa8+bs1p8vU4Wk2ua6Q0dcEANN8j7rfeqDxIwQSjADB9kMLFsdNdqfhX7CQggk6219AC7MdYjFQ6W/fmfdpye8cdj33fz51LhooxS3D3pH7WR+sj/dNuycbKtm24Xq5ovSEVS0lrTZCT4LvvfrC0KE5e9coAl9/89V+hORUlQGso8NU3vwSEcVwrXtrzABFOpzeoLy9olyfUl2cclyegN2yZIP0KkYbLyxNenj6geFrS9fKMy/MTrpcrPgqMfQZLYz6uDV3YQJVtx/PzE2qzUfXmzSPef/MVTg9n7OcTOCecH07Y9h0JQNeGPe/GjmMCYUM/77hcCv72t/+A46imw+PvZ854ebkg5TzKrI853rsx4NQZtSkhMRmzB4TuzE6rxGXaS5xsElJSY9mq64SRTGI5idvlVoyit4rri+J6XPE2b6CoCEfmFzURtC44eve5lqE4Q9MGlhe8eXxAOypAQE6m2ZXyhuN6RWvdxa5N7qRC8fL8AQZoCza5IFFFZ9OUsqXBxcZ1avAxMbS1IbXSxWYw8ZxvplcUYJCDxtl0sY7rZazlrVZcr2yZMm+u2FxEm4k9IwaozavnGnxtYTHPmMmUnP2JaYex+aPHcQXYQKrKBGhHvV6g+6OzbwlRIVSlI2Xzb4c/DSBK+OhYyQgkVghBISBtTqaBM0RpgKdhRx5HRXfAaAX8x17rexCBvKqc/9wHvv9ExxeDR2MnWezolXarC4BBuN2AApFVr/i1bm4T3PDLxOt24tfbEcd9lH9+aABI45WbyFZc6e6UN025Pd9tG93IkdknsTGZb6bjXujmF2/qjcN2f9Arf1leaSBQQ1dI3YBTN0Qlys+KL/ri34Wl6kR/axhpMn6kd1uQelsAJnPUSDq49YGMMjJU2NLOiEAnNm2K2tDVKNecM7bNkPPk+bUjEzFlW4hd5C3ST0LqcfSlSIQdRhA+9AAcPh5tin65B1duetMHpNk0r/X9/N74/Guv/1OPmBDj92jzF5gTixMyNI/01mjRu8+TG3U3bkkAdB7dI6UhOHpzkhV0i3ksClk0c2i9n7/g0XsHk8Crrg6HLdIsAxC1COmdVG/cJy3rkQSQgfGef/jWCQ9PbBievjgOxH/9UWANkcZJhZaHT9GQ6fALYQAa6zPSpXEjurowisY9B7OIJwMo2jvKywOWT4DXJs3tC6MNce9rJ61tjH7l2/O5gzVAtnAiPunT4Y1hCEmrpxywf4fDqxArbaNq/dU3A5ZSAeDpVCsyEc9y7Gn+ew82kRjwwnK78d5s5rF3KdxzcbDvru8o+XiIzWMdV76vBPgU4ycVO6cbb/ac/Fk2gTGomn2vHq51dDfWRppb9DfPZzHEvH2sByOL/b3YooXs2gEcDZBMTHNCYPeHhFmufc6hyaOJR0BuROEu8L6A0Utfx6u9dWgqPoUTOsi6OsC+7AKu3faMuAYnxV/6YHds4/7ivzo0G70vJOyexfqI9Z3mfqV364BCb9cwmZaY2WgMZrcDMPdQK+crPuZ1XlvVbAdaDdN1bq5T08e/xHgDIALSPkAAs40UEUXVbhXLbvpDMcSWFX4PbkhT9pQuF+yegYAA0cMWmhIJoa9iVYWmAX8DPMZ+Ov6dv6vC5lN3i4TZHD0Bqugw4MPBseV17gsjgOGBMuaMLtVXfTabPtKqQjIBZKLTmLM4uRaaLmsXzcaaE+6swwDXYtzcbPnDijQ7UdX6hVTAycqCx9O18y97msZostfEx6C6jT3DNDPgEoBLiv4cV/d78dfF0Uz1e8qSbCvgAAGtiqBSn3vIsqQoJotlaaWPO0+BGzQju4Z6Gkk8qLDFiRyE9Gt30eG7iDpLitnS0hCC33YNUV3S22ZQPe6aU4LAqhyO2w99uJ/z4fM1GPgpJWz7hvPDGZfLBSllbMUA0m3bsOWCDz88gV17K7FVyFIFzucH3zadGen9uxfTQH3+cEGtDa1WqAJvHn+B68cPOC7POF6e0a4XJAjOG6NeXgAVXJ8+oF6ecPH5fb1cUC/PoG1HEx87KqiHBbW30xlv3rxDKhs+fryibITHN2/w5u0bvH3/DrkUcE6uyeN2onRkVkivsNTNNFI+03nHw+kMhgGEpRTX1so4arO5QRMgZg/sWbl69VS/4gCkBbiUzJdiTk4EJ4sXeq4kMZBKrIfAcb04M6VCNUHVihhQ71C1FK1tfwR3AWcLEhFbWfvWyUSaU4KA0emEvBHqSwXShrQ/mEBzU2xdcTonvHv/FvVwKZMezDzF04fvTeC/d3z1UEGw+8kbg4UANcZRYlfdFXXJyuq4QEdkIhFgfp2vQcasZK+iaELhCYyv3r9Hb811r8zWhwIvT0+2zolAe8Hm2VLsm4260L1C0aR7ZW/bl5hmRUYl8aCKmOB2YbSWcLkoLpcLrtsVKblIuHolUFX3O1z3zPKZ4cbVyAAiAKxRhELHmqsiXpgkAidspPREeHl5ssBFAFJkTCMctvJJ+MzA0JfTn1CY/8uZR2PN9yWaAM5uCE7MH/GJYWTGqu+r5jA8gPmL71qL6Wtf8UUrNsyVmbRuADftjCvqsp2t/tn4OwwFjX3x5trzfGsbzZztvUE9+j0NCHvP2mi09LE/LI4/6I7x8dpxa6uN7dleE8xy1OFk2SBVsUiiiCGsqqMooIEud2DDAJGcnotWIUc1YU3vf5YO7t3yL2GVJJoIalMrR5gSymaItMI2/LJt2B9O2E77fKhkhlJiA4zINTfYKwDE2LAKI4DpNyhUCKPqDIemhUU0iHSZfAJ2Wfebp/2ZPv6zuxW0zANdHmw4ca8BpV9yzh8Dbyj0yZxBFHPQhZWTThOeadXljai4p4JRgjq4aL6uGeoRTflLH713UADsKQgekYssy7q1jowZrcawzd2YjTlFQW3xH2aMUPQnj0sxwrbAfJ4jp9020HnQYkliDsjwFtNm5eKbYDBnBgihBm5ATetGA4QVQOpN1PN2UV0t77gHvXt9eFfLvzHO6PYzK8Dz6owiY7SQf7a7kxn9QYQBvgTLJeZvgBjCQHNUUAnYMrA365PWTDwawEh/GqDJ8owW5/pmsV/LG4Gc3eVpWj0+G/udt3fc5gKKRRrZcVi1tsGmjPHCwJ6mYLlQ2BKzT2lhYCphgGSqQL+6JpEAvUJlRvxjX5pV7bzd0ua6Esn9N+Cn3692gA/XTLrbW2yy270mFztXBdBBzYE18sps4tdNq8MY93e7zxsYMp+P3cIyXmEpJOqMI0oZD998bRgZM4QTKmVzEsXksuJENiTlDvT4yx0UelzDGlntIcxXyPZb8TQZVjZDMB6XP78AZKCzpH1UfLJpFnbBnKZmo4ivc/bJAZaQAVmIVKQAgSCuNeWinWTgSxdB66ZfdFsJzK6degU3sWpIyQTfG+D6Ss5wJkwBbGWwOrBCc58SmIPJnaBJwFwMopBIBXFHKoWmjc15wgTT4t/uqXuA6Vsw0UjGjL1v2G9mxXiQBD44HWBIDDTvHmZwLsipoEkDZxfQ9lS+EG4GkzkuMMYAR4rOntzeEbfTMMAmez625iYKVo0vGZ5yZp+PylYOtqQo82whEkuwmwGC2NdXttU6ZsZsUZhGFRLmi24Le3sDRJplTWgsRdKb2XVklXnDdrcUrjRTfER86bd7FbHKwBS6/2RpK1e+2r35Rh327Jxjk20m7otI7O/M8zkCINrQNWwY9vvwJRSRXkaDiR8lZAIQ5JTN9ifxuEJHymnGhVShnSwtMl4SY0iFuK8ymc37sz+c3da7M2hsTqSc8ebtW5xOjO2UkHPBvm3Yt4Lf//47Fy82seKcMx7fvMFvf/v32PI2QJZSLNX0f/j3f2tSF9XWhJITEin+7rt/i+PlxcaST0WpV/zuP3wEaQW1io0JWyEcLy94eX4GVMGk+MW//lf4hRK+/f336F3x7v0JRIy3b9/jfH6Lb7/7iIeHtzg9POJ0OkNhAQpJgpKMvSK9gxKjlIIm5NX0PHiq7n8A+PUvv0HvDc1ZNaYDxMhUkD1AHnpmiRl7ZkixkUNRFYsUoAzijFySVbbmhNorar2iaQdTQtcOrYp9swIVvQK9XqEdBqKoBU7Y7VADIDJenn8A1R1l25H3HWnL2FLGQV6ZUgysopSgAnzoOxQbzt98heP77/HDywX1Y8W7dwnffPN2iIk3T2k8jorf/e73qLWito4TVxAZi7nkEziZ1lfKgoQEBaN3m2NKCvY0fdN4U+tnj2Y3qiDSkUJKUCQHhc/7DmzFzR9bqBKADz98j+vLBR9zwpYztlKw7xt+8y9+g8Ml6dQlCRSCdlxDkwPKhJwzoMmAF1XsmwPH6NgK4Xza0I4Dzy9PVh0vPdjzjFnjwbPeu2/zgiiaEL4Gg9A4KoqraUBpmGQVATANFk6RoT3cHJwPAD+VhNRsvrXEoD6DPgFy/xQe7xeDR+zic586TXasYn8RHbop+en/1fXzi/P7aSRoMbUWQ/BLnNXFnLkx2IbtuhiVY0MPoUbVETwF5sYWZxnf90hPGIFh+DhxcIJK690vxmLktr920PphjUG3eJcRDSKxmdAdOPIJZj8NaQHGBDp8EShm0FDUvt+sjGsuBewbe1AuhyK8l5E2cUyg7Bu2/WRCeVAUsgVxO51wOp8B2CTpVSwflBlcYJstm8ipNCBlRSrWe10t2taVHH23hZCSIeZMVhnEguBuVbk55Sbk3Vj4y4Mbnxx3oM8/18lhZ3HMEWLPaOATOmeCLdANQEbnFQFfm/dKe7zNKgbQEf/z2vynPGzjsPuN9FoWMyCP64Ft30Cuf6LuoAW+YKxaiymJj21ShXYBUcBpbE7y4AgHmwdzsRn9YbPN8Ji0fMC2jOEGkBpjorBVRehiVbvI04xWbbiVphFAKpbT+mZlzKPlc68FHXqwfMgZPA5AxXrijtRYnOJ6AzhZgabFawfmd+IQBkrx2/aqKCMdKw4vD1+T940BJOgH0C+AHEAWgIu3tTrLB6t3bMDMUJANfSGdoAowMuNsocvW3hTMGXcyklpxCoKJeXPykvfdKpjhYuNgc+CJE8AbcK3WxgDI4nyZHHhx0ZnQsVoLQmwlanNjpCcyGfB2Pax98XxSAqFbP0AnNXl4QGRtFZp/h1h48gptgSxEHlN79sfowNHKWloi6gZokd9bh5KAUGycRzqdl4q3LMEQX7ZnpT5+mPgTyQ9lgJBQ3KmqmtDkAT1XpPwGSQPn8+oybpTbsDMwJGfTl2nNqzalgr/0EUbewCGGFWLH0CsKG8IZEN3BuYEpSkcqYa6tYJH9belNHbVXf4Q2jkwA2HUTaU1vctYLGWsHsXsuy1WUIu9kDbkReHYw19LaYqzA7L2xrFTXXzKQA/0wo90gDQNGmIA2ecehQ2Oz2O5LXMmKmQdwoFiAK4JFaNWKhkR6EcQYVioTnGE2RoIJQ08tnWGpUQSobO4QYKARBcuFHciw8uCUGFverM9pMqgmWGB6+Jxck+lu3x/7EhTqrIZ2VOsPJogsaQmY9mdKhNQZ3YGYkVb1+iAESD0z1gCllBh5K8glo1HCKSd30jpEGQx2wuJkNJnNarF49X1n8n1sDH3OPGe26kNMachcELsYuA9yzjavDVjxwFeXm3PYPsTIzMMutWdhgttduwkPO2geZa7nLJw2wkzp8zvgDXkraLWhexoNwSplcUret2OymqYPJXfaF3udCJkwHOBgqQ3to5+P6fTjx8MJZTfQ9no9wEw4bRmXfce7d2+RMw92RKxdf/WbXyPnjC0XlJyQU8bp4QFEwOZadaVsKCUjJcbf//a3ICJ889Wvse0bSk6Q2vC3f/M32H/9CxTOKMRgUrw8P+N3//g7EDqyksVEiCHP30GuP2ArCSkRvlUBg/D1N1+BKIM5I6UC5gxR4De/+Q1aV7QmaIetUU0Fx/MzWg+9G1uxuyqQCzJ7ymLvkGbzWBQopzMSZZSUPHAx2R9oHdocLDSkG8Qbtpy92lhFPexaaStIyGAq2PeTrTPtCkJC86pjNu8EL/0FlvpanJWpYBXU5kWVOCHlDSVnpH3HS5SAZ9tnBQJO3X09oIixgxgYaxsrYeOMUzmhXRtUGNi/xrcvLyhcTCdIBdSuyCL45Tff4Hq9mibP9W9xXD+CKOG0C0jZ2UrGaDptD0inDbVWSO04qrGHOPma6es7AHQUXK4v6O2YvnpPYFacHjYkAratYCsZmQiJCeh1ZjiJoB5WAe7pd79F8qqLlIulTyvw/Pxstk1iCBF6rRY08b7YipEgQuf3fEpgesQPv3vGS2JwAvbtjJKTr4fdNbvuxEzc1wj/KsEqoA50gWItYyTJLk0oo5DJ/vYRRzeCSHNNw1orLpcrnp5fcL1c8X274qlecVyukJcnoL3gpwCOgD8mbc2PmCD3K2AYDZHSBSyLJjCckhldmSBMbI6qsaHS3NDHrml/Jy9FavmRLnvh50zAADwWF8eiLRGZgbW/++cWV/CzYM79Qcx2zlUUbxkmaZTMXo3EtQ913v8XXTBaqIEEuI+q43yGdjZwfQarGzG9jYhPIlscZABNaqUFI8IiUQXPtllRS4EzPRmGwESziRL2klAUeDo6Umq4HISUE/bz2emoinY9kM9n5LLh+Wg4mjnFma1CAvMWNXsQwVmBDys2AwHMIGcmWW77yEuyfllyzcM4HwH9n9nxCfh5ByD9oUMXh96oj4ZqS0TWEIvuqxcfw2ZEm6EgCYNPJ4HkM2MyDNMwGi1lkOb8/gseeSsut2mlhnsX2/S1mcHmTk/oh+mydo10PWKMlBoVtHoF925jjhI4K1CiEx14ANxBhznPTYwtNMrSwkEKOFggtkkREGDXFJN2ZGM4GA6mcDZwZQA2mOeO+1BngfyhZxHASo9osTouEW3DeLaIeQj/V+5G1o0jRK+vnUwGjLlDCIloqwMhAFx4w9Oe5hi36ztolwlI1dOoxJUPxbWPlgsnBvDRNsz2la0hhT2qBG8HA2jGWsrZQK3Edg1T/sXQGlqF6gLsjzRDj6Ib42ulvsA3FHXwjm1cXJ6xICAGbDV/9t3Pp37jkYImze/f2WUeDAAT0C4GLrHvYBJsq7RUtfvM+rICgdr9OoohHg6d4Fy06Tj8/WzXGWKUMWfMCKacfTFvILCX+46+sP7oaL4Ohr6OUdPhOgEQICEhlYR933FqZni26hHI6b/BSkHb+mR71nQofw6syNB1HDOFAI5qT3e2jdkSvl+ndUy5Sdr60GbJruMwbJ0lwKWRRhZTo1XU7lo/oXHYIyjFYAjAlvKgXi5dXOtEAhT06bD2aRr2FA8bQlpHE0Vv7cZxr82qYG37BpGOF6lGmEYGpw2Mw88Fj+6bQ8RKNoY8lYQcxAEyRLozmLzK6/K4I80vObAakWsVxdG6Ra8nKccBJmMhcUqoYkwrSouNx8a6CFKkaZbwAEyhth+HZpQ6uzL5uBadqQXs4sGxr5IjZtJMC6lGgMPnNBUG6QUU+66zFlKAR8RIUHSK1LewN1zTxMHkGGc+Oj0YZAGVlCcwBoL9nYvbyL6wie0bxm5IN/NtBIqdVTaDEKud7zZMYte+8jXEgYBhJ9lDQSOrYkTsVYsivVHVNVwMdAIA6QZac0lDYHgIViMAbbdx3ZQeeqvRI2Kgncaeq+r6IxhlvCdbufvzSL5sRlreHKsjZfIuwCI3LOSf79G7gdbn04Zv3j3im2/e4/HxAbl0J9hmF6zOIPI0rLGPM0SAb3//Hf76X/y1pwUZayeA///8X/3nNo7T2dniAO2K//G/+TeAVkitkGuFtGrgYDXqCPXmwQlBT19BHt5CulV+fnSbtqFailYuSKkgcYZKxuXyjMwbtpTRWIBKkKO6zh5BxHSJtAmkJKBXJ09MJp2I4On5wPHDD8h5c8A6wCP1ueFpVszQlBzgzTZeYP4NO4NUm0CF8VIF27bZ+M47zqdtFKYp2wZmwrfff4vnp2f09jTWL9Nc9r5nthRYVjzwhs4JXRraS7O0Pk4AJ5y//gYAQFqw5Q1MCce1IWnGu3dv8PHjE16eLmhHRz4XHNVssDr03hjEO2hPyDtwerS21OMX+PYf/y0+/PBbfKzfgZFQa0etgtPWUErGXooB5WxrfVV4Gi0j54Q9n5EK4cOzVdILwr9VUQPQFfXoQGJc+gXHBdjKhvNe8Fe//PXwk8MzV+34+//wNwCAzIpEjMwJ523HL3/xFXo1X1iVgGxpqOxsoOPlAsBiZiAgJ0Z52CAvgtoOvHwQlPcJad/NdfX+yYnQQls4fDcK7TRnS5KtOd1rtPRu62EihVCCEIGoOwCakTCzt3r4M1xA3EEsINRpen4poPFPPL4YPPoU6IhI4mQ+xOsAxiJr/8bLeuOcBhA0opLujHYvexfOy0rB0nsnxo/uTko4s7HRDCHCJffdGzhbHG38ks4mG4yUYqNbnJ3lM2Ec+w1MIzz67g9fyb7Kd5/0VCOGglSALpB2QFq1/FG7cVtUex8xISGCMJuAmTKUxGh55AJlJVszRXBcqzlmzt4QNfHHlWfgHAE0VWxQKFzlfzMDJGUGpTI2Zg3HzY0AcxkIlDJk1D71543kdkdstGpU5kwDNLuv86V3//5sjjCGRIa4o73ghob/DsAznD7jiOscNZ+JL/7BdtDSHj/lBB7+AJDJTFBZo8w6Iml/8WO0IbkP7ONGCHtxkUByn1eslOpRDxQtUAeNCM6M4Q0QRif4Ao+lIIADBjcPyB21lZUpxhAZbBMAI+2KMF/TmBPewNCNGeBFnkDq6qzHRPTNYwIB67gI7/p2jGFxBocGDtmKghvtoR851uvUA0PX52bsep8FWHIzZFcvj5bv+e5Mu+3UnQGpGLpNLJb+xUYrRoelrREDtNlnY2ES14ny6NNNm4OJg7hvns8hQKK79Rpg3KTcwdsBthTC7CXqa7UxUrKBUynFxMao4jaAYx870MmKGn3ibKPk7RmNUqMyiDOOQAZCBUjn6cBOqcBgh3mxg6lbFOdMQDom4DmqpHnES/25tA5wN8BqMLyiDc+g5Pd1HMB2MqC1AsgEEhcaHj1qfakOGNGoWGnPOcSQyVkPzGzpyx7hZx+7Zoj5XuFMiXU9+jksTaVsJpLauw8tQrBAACAA23A6wkaZOjSh3RABIp2FRnQ+yslqiZS0YC3qopEAF6u1ccQCMCcr9Yxwim1MGcNmsqlt/7Gdp3tAKd8pkg9HWRQq3bQjkrUnDQac7yUg138XMKzMcKuupeEpGImTiQ27o2+sSYw12VgFQ34bI7Y29JPubSdFc1vPhp4LkwLGVvHnYb3o4I6fuwWLBEDKZTB9OGdzJkN3CAp10Vvp6jULeeDW5O0yPce0NM2dHe8nXl4XF0AnLmBSS2WR7v202mb+3Ba2jkRxAUzbmFzbx7YMt5EjBTHGYjjB2qE0+9iAK2MwGhPA1kPrU2PujtTKMf98DDqLyqrRweY5ACVB8orN6nbOYv4tDjlm2/yHc3IALO4xG2uCCrJmsDNAJbB0b6f6vQzdKZmC5SGwbtujBzEx1Slj+Q7RWgCL/n/MNTKwkdLA2kHBaluqs/2cD2cMsrN3j1rx/+fuX3pty5atMahF9D7GXGvvPJnnnO+BsPGHsYU+GSgYCUQJiYqp8Qf4MZSpUARRR1jIki0LCYSEKBgsI5AsHqKAXwg+zLWx7z2PzL3XmnOM3iMotIje+5xr7Xzce8/JvIxzVu615mM8+jOiRYsW53kAeIYPeYlZ5EZE4A3YNmodCSo1gOoFr59uqKEJVAp9uaqTeXccB3IACBz7XpiOdRqa0RfJdDnvB/p5wntDbyf8iFTWEJBXEbiBYwrC+SOGhgaHoUgNc42V/KCKD0/P+Pa7T4AAW93w/EwB7O9uVziMbD31CfhKRdt4vfO8YTGqYDEYVICt1FGCft+emMoWdo7HIBNhVodI4XphUYDo7EzfzVog1lG04MPzN6hlw/X1Bb01tONAb4ZaFbVUbFVx2QRbVbx+9x325498cqdNDHeIOG6f/wg4oNvXgFSm1RWFWUWRgufLM573K9q1od867BT0NtNBj0Zb2tEIDG4VF2XxhX37NT5cKHdxvr7gIkD1G7JCd28ndYQUsMr5Zo0VK/dacHkCtn3D9XBs+4XgJILtCUPr55j3aVpDLQLiiipCsXEJNpM4/v7f+y1a72yvk6mGL+2KP9ZvsYVwdilbgE3EGjRYp577tIA6sb3ArLHa+IeoNIfcpzm3tVQGPsaEijUkAOfVNF8Za1lcgdu8D3eglsoMiTALNwNMozJmbGrEynW+lkHoP8Hxk5lHQGqCTMssxa8gwobN5SSiYvdpYtzQBgUV6fv4+MB9PjPubXgJCmys4DmAHLExZ3QlvpybjC3XEEwa8F/n4L4QVxl+wNxYGBmZwJGMdpiP8b3HOB9gZQ/BPkMKZcM80m1IOxctFAd1g2tnBAbBNuk9fAbSzoso05WcNPbcTIvwCgCpy95T3DyiNkske6QiqA4QqFTmN5caOgmFrAELpzvz3dOANAMp655GJ3WiJjU+HLph0GI4oY/t9yfzERZB9C8f4dTdOafvf2E1GHz8B/evAfeV+fK95fwxDX7wGJ9ZJtGbUw8jiJ9bz7uSC2ea6TzlNKh+3sPOfheVlrGIAqXUMEQjfx86xFjNPAy8ONEwhjtnmzPvPatLjsM7HfjRzzlOZBkv3MTmuEhgZuk98/SE6ISn5o7H50fltKXtLT5fBIO94/nj8/Tje3EvFh/MzwLzXvMxco6/Gb8hyJwgToJc57GAIA/jXz2YPPGMmT5m2TY+7zPBHItnSMaOKyiWvd6vANIw9ajysxYWejIuOrIkOe97AagTKDIE2FLm+VLrKp9H4p57gKxVmIq3b+yfbM9agbNjamKti30+Y5/9wgGIReV9vj7ExssEjxz83QEKrwTjwcIBbCdcBMUvbHvVe5vBOtA0UgATLPMAKp8IDKmwvbXwb5xMpdwQKXo3AAd/f3JIN8BfMMS2x9j3NwsUU2n7BIqyPO2oBLg4YgGieAdMHL2nsyVj3ZHQTmG60v0aNAJBj4GXn+PwrIoSc8vTWOS6W0pOwJxDgioZAAu2hAggDu/p5CO03MKOGWXUMF8br+Qx15HBlI7L1lqofbGA5a0z9YOZ6jJsKbNGFrNKiKXasLHicQEnM5z9OwEmhQyhVxfcM8XiuqPvkCKz+TBr8CXTz6KGjVGIKCvE3gEMox/SEE+GdYwjzH0jqwOmfTsAuGhjFUF5uuBRT4vBx7g3T9Y2+43OTaT25FTOQET+BCMK8PGMyeqyYIu6L9cUiVhG6GeGvZmsfxEJjalYA+PCbp0sCE87ymcwIfYPD4hwPN2yXWVbTRZ1jKqF5eO9B+jLNC8b9l2MDbXQsFnT7AFVn3Zu6uFlQGY4bUt/5uB1H23B1Eod8yBy05Cpeu6F4I04tEQmgrBgiGjWQyKDyd88b86ZtPMl1t7IXoi9d8TRs43SZMqlO5iFyZb6RR9ng50tgBmOsd6zEiHnB1l/U/tSVKBSmVosXCOgim2wf8pgzWWKaN2esVX2p7vBe8NxfQWsh6AyX4M1VA2gBR0mlLHg/GHqGWAUytb0w/Jhck9ydGmx3nQwACLw1vH8/DQA1H6eaOcR5lMUNxj2F0+6bwrrAgt9q2EeJziviqJMzy2ZstgbOnSOMaGgPvUEmZZr3WONDIA61kCV3Pcc+3ZBDZZwPxqO6w2vLzecrcFORbvdoPIZikIQoxQUyNBQEwRwrwLtJ3Dc2HalYFMBumEvFR+fnmFnR7OO83pCROFFYKdRJ8o755NkWjGB/8vlGZtWoHcc2wZvDb5X/OEPv8NxPVGfT3SlqPouipsDWsk6qpUpyOYNIhVFNzJAEUCmCdwP7odgCfutUktrrzscnXGGTtDQY1/ZtgtqdWC7hNSLoZ8nvv3jZ/oKwmILqoKn5wu+/vXXnN9KNmqthffVOf6fP3yAf/6M2/WK56enSDPmnlZU0XsypiYmITkWOWIi0OJQifUymNfDbowFJFOhxTyKCBRYVOilHSRj3U1NqBkk/dMcP0nzyPIhzEauOEDD8M6jHQbAvQ09gmMRweVrPiZsbqzDUY1tTGKj8zx5LOgD1RubU1wgnWDhAidZ5i8N1Pw+ZGxKP6aR81rz/uY7aQ+M+8jrzAbB+pePJ4qF4Z1rZXuk3zdcpdiIaBeslPjcbI1OkHe40yhMw+yetTI6BADC2Fii9HE6CRV9iQUijS5Sv8k6YKQyfmqKYCsSXdciQFZYk8f8YBo4TKVy3JWtDmPY5Yf752c50oZZ/hzH6tS4Bzj3A8dqIN29/J6D9EP3Jne/y+P501j0dW6tMbb4GOYCmJ+Zg+Pn7xczDwcgDbxgJ8REoXGqc27EkemrEC7eZD2mU1aCru4ADI4OsYIpiBML+7orZHvcAW3r3BfcgRgrmBH6Izzv6nz7bO88T4IrC7tgMkbm2nP/PYy1cV2f5z3lffn4Z962x/VkAkciGPWeh8jumgeyXHO9J19P/tBe+ez5+WRc5TXyxA5Mge1M57L5msQzeZxvfTYsbZeVMCKSPvJmdWlXDzBPg0GkwTgawF4Af6VMYGwAYuvmHc+RbZ/WaH5WFeFRT0ZZ3meOZQ3QMEG1Ihist1qA1uDHAWk7sK19H20apZIRQsa8duogxf2PvvRgI8V402hjAb+zxdywYJ4l0J9A2DqGw7HMikQU7s3BxWd1+AQSwhEzM/QzBYCXylbhfGSai0cqG4f8khrz8y9Nkf61ADpjKPsQuuYHwX1SQGco+mDVyVlbK/dFdm3u2b5MbVnWeo43srZ0TAsJcUeRAgnQlSklglqyrfMGZ9/RBuDDeLBisvKX27zfeILxp4tjcGpWwMlssOjeyBYM20xGWtm4o2iAEZSJcyYDIVPE8h7T0c9/5/aVbBKZ60yM57GM84IEdQZ4wtLbvtz3fG5+XiVLz8+9KcGjEutMH2X3EJYVBgiS64S7o8e8yrSwVNrxdU2NXy3EbBXpwK97TgwRc/Qy7bbJVsPcJwTz3OMFn+3vsx0lxs9Icc/+z3EcouED0EqL4kE/Mb8nmPv3nYGN+at5pLyKRKBHh6dA/UKDmEJQqNk59iIZfZwCoAIKDzMYzrV3Ato21qVhl6qOtYfrj99vb2EiJMC1Vl0cem2/5KN3eABIrM4Ypea7jTWMPwbrMgGk9N3CxicbfK7Xc24j5kOk8cKDRUJAisyOTu0gC18GpGQIMEjZpUik8RaYBoHBAWSqa4mgdMyZDkeXjgzGBxeMKaDdQjuNbEytAvMNZNggGGQa2yLnSDIwx9YVfS7eGQAB2VAmBW4NZkI7E4q6XQjuhPCCDxso9rLU9wv2DF9rqKpAZXpbh6I40E/q4VCzs6GZo5bKSnX7Rl8t1/HesO07ihZ4P2Cno6NRBw0b0BpKrXi+7PD+jOtx4PZyw9PzMyR02c6zweGJe6EdjqvecB4HVAT70xPEDUU6/DwgVnB7+Yx+nOjXAyZM6St1Q90CVERB8QLpguPlM6x/FX0ddA13tEZ9X8Z5CSB1jWITxowmCVsm/WfGCkmeqPsegQemQbajDaY6A1WO2+3Ed99+AjQAra2i7BXbTjade8G2PcO84/pyxdnOWENlmt3Lvj3M7nGEXRpzhDKTqccagZrFrLcM1IRtKEv6Zyl1+SnQzmIFb+z/v+XjJ4BHOujACCE5Kffo+RTHjBdkid6MFC4MMGiIgy7f59fkDqBZXI03R25U00IJgyQNyLGYxEYki4h2iHP9aCsz9w6Ze8jjm8McjBETXT2umaysdY+ZX8hf03kCxE44Sjj5xiVGYjPupM15P1mlIkAyC5Teo1SghlGqoDFLJN+Q3Dh3/t5bG/1xb7w5WmuTxl24GVQpQ1gsBdXXkrUZx2JTy9QnkKksP1gBQgMnt/7RR2P8y2JIvumWO1f4+8bL38qxXmDt7h/5lR88tb/99DuX/EkHm3D1YKaP+OacY45ifD7n9h02cDfZf74jK6tNgDTuUwuNDgDqUd1PBK6TsTPSDYIkdLbGBbhsUeZXwpBoYTA6wYM7ECbWOJVwyoG7NSVBBt4JkM78+v4j6JRve5w308pG+tsy4i3mUI9UrSF87NP41+W8DowJyB0Z0HRAgy+7DoyR0hTXdmCANDl/V/7w2DiXNhiW1eOz474tB8OpxHPEfQWuxsTwdACCMeQ27w3Z/qOD50OPfsmfAI4kgJse7KVkdvW4NsNS4WQke3I5D0NTIcCXgEuCR7pce/nJ8ZL9OAAnn32Tz5h9VwwEjRzwiixLJFulI/PpE/x2gxyX0H9arp/jRHKtXdrbDEANHSmbjC0pwC7Uh/K+sOQwGWWjL7ONl3Ecey+r0/DBHWc4HoKlU+Hm6GE8ZfNQyDRTJ2o0UzofMub9GE3Le/z/z++gzZLuiDV3TQlydBs73Xg2d4J8a2Dt7nAMTaRk2owiHw9TKwNZ6zaa7bSeN6sHpd1VQuDZ3ReMXAZjYHzPafTCDIY+nrHIypxJCQNMYMcshgsXXrOHm4+2I+lRRwYvgZilbbB+LRilzhSW1C8b1WRBO4QMl9ViWNsLd+MXstiIw57zMOjjOSL9jEsj5/6dzmaLhE0hSFPDSskwTaZP3QETEu855ngXCWybEgFd+mJqc4xZbzNlTyI90B3qwgDeYte5Ab0UXJRVcFNzBoJ5TyJLC62dfm/4jCYr2Z8zXSO3G4k0wZURpmkTZgp8yBoAwYwfXesxp4O9tljVkJneKilMjpgbojxPtkme3ZnaREZDrEECVs2KByvBpvQQXh9b1Xhm7jnsw2iMh0ko8f0cXB7nlsc5/Us9eoOdJ1o70drGggTnib5VWFf0oiihV2i9DwdYgo2qkbjJ2I5H9n32RFQ+jDRLhpoNYizcc3YyCm2VHHFmRmSFaYFB1VGroGpBl0hjNIdHgEfHmMIE8NwJCJnEdqhwZ4q8IrLtVXFsndo64F6WEo2IeQUQPHInG7THXOtGENKE2m++hS0hrDzWzSEhkE/wiNXJWCKe5xcR6klFVgeFmAnWqDC9rDXO960UfHy6wFqudxZ6tcB5fYH1yuqXcd8GYHu+oMiGbh3mJ5oXiOzQ+hW8sV0vm0KedwCGT59v2C8XVK9kHp0Wpk6Bu+J26+hyRTtu2Cu1sBIAk2DufPPNr3F9+Yx2HASvu6Fbw5NuEFfaC0bc4Pb6CtcSZBVuQt46+nkDjFXX4JybXTp6LThbw77tyD0HEXTims01mOwt3l8tG37zG8CCRUUNUkHvJ7777nPshZRikar45je/wsePLN6yXzY8tR3neaA1imzv2wasXqjkehO7U6Y0ar6oY4z3QdzIQhTTXDazaCsbGHYuvKywlwE8XsdW2YY/0fHTNI+WNnn3yF1i/c78K2zyMpC1N4KWa/TmzY71/j2RKoa5YaTNfXflvP/760kazwAwJO2+8JDjZQ5CF6A8fKDDo8BPQRMKEU5/gSdI8Ci/46sR8WDI5C+52XPLdBREydt+ws4bvJ2MsMCiGgD/1oiwqQBVWAHidp7ovY3czGT/eGsUyA5UN4E9zyouraHWEhUNEyjKiaiQqhQqLCV8vI7ujnqp3FQkJGDiWbo7zGNRD3aHDAcUmNnhWcGjo0M4ftYG8rdMmR8apn+jwyOilcM0jU0s//41jxFF/5vd4TwfT4ph3WHOyQRT3wOqxpdDtyGryCCM2Iy4PkZbf66jblzMy7D30zQBRAupwpEvXitz8a0bzvPEVi8oUhBqFXB0wHXMDcDgHqKyvQelfmGVxNgN5GAY/+NYrU0sqVUIynR+VCMNKcGDBE5MFzZHWukI5gswED33YAUZ0E6es8S9KUjVdaE2zlmp01MM2Ap3ASmATMN5/CNYWE3jghjpdWv3R2BhgGmpTzeouHGOHHPrWr+mpqbej5cZYOjKa+a5TMEKeD3OGalco90R54h2XC1/A0ESrbyWKdvOlMSyTFM0AWpUQnNggPrQpS/yPQWqBrDlmIwmn/2shSBd9ncyLPvBf8sWQJ0RsEGAUq7zHIlC4Cvg+D1BrRg3UjWGlcz2Fk9LmP+WAlaui/GaQFGCk186su8Si0KcwqNfljVmMLfyljOSCmo4SKRbupP95Q60Jc0m02rgOoWPU5w5bwcJwCw2Ug6rsaf/Ahw0ySkU67pwP+0Weht3IsG0iarKSIMZy4FPVsNwVv2eRzz19ABHMAVarNOL7SJjHgKIPSeLgIzvL4E8wJcpS2p+glcawLa7Q23ZWzLAFfct8bneD7QWQvBSY80OBo8j2GfpYBI8kipkBAgGoJ9AiYpgE2G6hi9mQaSZuegkEgLQaN8S9kvcMAbjWgDUbYBoOd8k091EYmpFf2rNnpvTQCnGmqTBfjLwQLyW9zNAvwjsjWVE5G7ZTaHvXPfd47kK0xOsCxzJknLqWHpHrazGBADn7eTaELZZpu9hSfmkzlicV5TyA6XSqY6BnFF1t1yDYm1bx2BolvYFNMw2QQA8o0parGdaKXzNirp8eofRmeMo4/jM9lk0PjSKIWgw37OC23p42jnSYxnjHuS5P8R+znlA8Gmwlh4KA6kWmJwDKE3Lfq59ttS3oT6UycybiFk4nMhf9FG5Pvez4ThOnPs5dMn2LuimKKbornBvAUIYujdmMi82p4hCSjozOcLZLU/PF46J9Evg6GZBUItUxNXHQ9plBJFEDXUTmCmD4PzQMI96AOC9RRUsLUOTTAwMgheOeSmzX0wcXhUpOq9IVjqB11oK3BwtwCAYq1Y3Y7C9t9nn214AnNwbe3g3WmFGEA7OgPqmWzCkClQLtlqwVYVWrt2Hh8ZZAKJVBF7qMCesdIo/9wbdNxy3hu+++xTymhLrhKJuO45PF8jzUwD7rOzY5MQuW8wRoOoGVOAogtYO9NZRS2c8TcH1FVwnbseJurN3zpNEBBXgvN0IoBdlJTl33GLPEHM0CG63GyD0H0vpyNL1fvsrqM21uncnoUKeY28V7LXi6XLBZd9RVXFcWXxhU1aVFAdMOp4uz2N/sO44W0cRwYevvprrP1gM4HZc4Z84Zm7ngePlSs2v1nAeDSoVX/3qq9AGZoXKbi2CQcGk7h1b2WMvi30tNqlNauyzNvwwMmKZllhcQhkjbSUfgFIPjKs3RzsNx9lgHfjUX3A9D9xuB663K3C7AlGI4k9x/CTwKCdjGhf3BkZsqI6IuISRjfka1w1fImyLgbFeR+bi8gM3BdLZbZzv3Y+pQs3gUW5zDKCo1gEkjZTRDheBhBGTG8M8NxF2LQUtwSjJe5Fhfud1ImY07+UdaOMe+sDyOwGUGoaXQCDeI3gcKKR1eD8HzRLthJ0HRolVSTYGWUntOILO7YOZhDAyabgRKPJOIxfW6WgtbUlDoGDbNogwr9fPxkW70tDp5mjd0Bw4zo6yXSCtwe0F2zNQy46zhcB3gHheSX9VNBIZHHAPujHVJh/2XFn+fduKf5NjDayN8emPPffTjz8n2ELxyrRrLJxZHkrTHB7aFYiFfOgyL3oUadTmAndvCv38R1E63BmVZhZQGK/eh/Hi7jjPMwg8BbXu2LZLUPuNzIduMDlHFERD7BTAiIxiRA2A4R2u4HQaSGsjJXvIHgZROnKiwLYT8NGTII91QDrBnipAaQFyNH6vVEB2ABXYjWlJ2wa8Xilc3K/8zLYFsyh+UgtmGLzLPaMgSm1hzKYOzNSxBfBKzGz13B+P3O2GIxBpH4ORuswHzXZKgCYYQE3nLQ2DrADlwvOrxxp1IqN7FHY24GwhahUAUToSDgJnXgCv1LDKkhcr4FcrK7YdLW5V05uPvhf2DYyfDadhXmcMHsC/BuwF0BCoTlaCxDY8N1eM1I4uuF/U5r6KTPcRoRP7/CuI9QCQYjxlul1E4Qb4uLa56WSejZQSB8TmGMzUv0WAl6woD2aScO1H4fOoc7wmOykCGQWA2YmR2o10ZsH9BuCerqzGlLuoahlBorQzkqUkhcZn2hmlUIyyLfvWz3VYt5DQighptwB0AKk1sImF0W0OK/XelnEfGHCmuK4ahOuRoRQO8dChiGBHTo3ZrEonQxVZoY2AiICaP3Od0LHH0tbqS/AgfzIVZzjvI50OgBEkabGnqAq06AhedWs4j6x4kywPwbZzbhBbnw5n7qNZNZc2Odf/IsIorpaI5D+mNy4MtYRGNMFTQQsbZ2BxDmgtLPCCqIjjMtL3BjNCJkNomibxd4o6x9+pFZVsLg/wYoARSGFvhUsneBbMf4GgQGBa4LXOfdpDbwiKWuk4tdbx9ExBV1YRy2ty7aL5ZzGXOOdNF4cmNX4exhnHpy7kSUF3snQzjVwWXVNWTKux/IStgRAsF7BMthvUAgQCbcg7lpuGdlSwOs2ZDoQFOEqH0kGgR1ThqpQMsAV88HTmhIVngnqcYCkD03FeB7pnZbW5Zt2jlfyH97f4DcHQTDakwQOkejN1f3mHOXDZUPaCS1V8fL7g+eMHPD0D26Vg28pIvdSYq1ulU0z2HwhsIhivS7hdRCiCrFMvCapM6TKjjqU7UASKAlNl7Cg1Dd3gwqJA6fhbd9Sysd2lo52daUggWHr2jm6GUjeYEZCGO5oImm74+uPXQ0Ose8cpDeiCfascu2koOWNE7bjx+ggQINL/281wHGdUSeP8cWNhiqobat2oC1UKxBusXQEp6GYQ/YACjVQ8Qy25zjjcGzYJgMwbeusLUw542nY0bTgdaGMMA8/Pl/DbYs6DzNXXz9/isjvKvpEdJArBAfcrnp4+YKvA0V7x6dNnfPp8xYcPH7AVh7Ubnp4qNisEMTxSqFSwbQXSqaFHgDp8zQRkAbgIdCuoYYOLCP747bcEdM4Trzf6pt1esW+FaZIt2MmdQtcqhrNT58igOK1De2c635tAGEGX261BnEQKCfamQHC8UMi7VI5HFMHT0wdcnp7RjYHY28n+/Ku/+kv8+//J/xNlU3z8+AGqivM88ZtvfkvdYAG1ly47AODz6y2GNttHK5mWt2tICHgUA0Gsl4121tTsS782JTMUyX8FKBtTUKDax/4nCdJnEPFPdPw0wWy5p1uO/HdJ5X0s7wlELNCy3JjCagk0Tdbzjl9/vHNN+yfU1E0jepWGi4+NawoaYnGAY1pHCp5nJP9L1xGZQXMVRlBXEcN3voM7I2U5sp0y+vHeOdIhBYbWLFdlsoTgnWwIJABgZCI1AkmiBVUwN0PnBKRxFijniAxyQX66VIhXtNpwu11xOtkRRRXtZDpPGo1VBHrecIiiN0aKat2w7xvKFhVIrOP27Ss+307U7YKnDx/x/NVXYyH0oIEO8C30lJARrhgvGfHzu8aZv6ZBmADSjz2+L/iTJWs96PV/G8cPjW2OMbmfSPleghRxGISljAe/DXMexdifkRqMdk5D771rDIfYPTKXHAR/ZfnIAh19D2D75zySnpprKv0rOvRqAk/xxhB8RHd4cezlKSKvMsZdGuLiPozgNJClRgUt9wm4rEBId0xG0Umn25+XG9WFrRGf6QhgJS6imIAAAKDA/viZl/rwDFx2VvI6D4oZ12C8ZBT9duN7URqb59nm9TPlKt8Lx3QwYsb4AMGoDIl7smiCPZWsohG5XY6hQRKvt857yvBYrVhQzTh/AlMB3mQloh7gdTOeZ9+DOROCziLA8YrBBss9RivPZW0+cy76LuyrWgALgehayPy5BWBeNuoGNZ+flQYcJ+CfeU+b837KFu0YC/Xc2B4H6nxeOOBtssU0N9BwSszZJ1LIEINzzKQuy9nZr90xhGWz+lXRBRCM+0hQTirbY4B044YwUtoejwEAzHLvAiVYlCBZglb5dRECl9YCMLXx/IIC0QCngQhkkOEHWAzNACSC2SCixMF6H5iEIFigS4SXGgfU1nmsBvazHE5qftod2ZbZ1bMLQsy5O2gkYmHrZVoafz9bg54SQy0SeDRZeGlwpvMQQbrUXhpzn5fIClxwRvs9bAXJ/ThSJCQi/WYUk33cOwkrGdrZxh4zKsU6IMUHsANN3aVsi/dY6HRIU8OGazdTCIjFMLrfWpRyF+6Eawn01loUx+S9mRuq1DvAC7GvJlAjAeTEE4xlA1EuXg1wSSYjx665RNnqsoALUfkpBKRHg0c/lqXSWmJYsqyjadMw1YxrW8VMn2LfZVDkRO9GFpcW1DJt2cu+h12VAKIvF6X9bCdg6qibogpLmjPtjGNGQ/sn52WE8sNh5kLjzmAhKxaRQVA3ptzSaSwwOPat4uw9StvHONQJIpo4NmGWgpszrWzshWkbZvA5mEZuaM2ZOVzLAG5GH8c8GbqZsfdZFoAAAszipHNy3Dmqh4h6AATNY+srMa7aWK9lObcDZFGmfR/tLvHY7Tzxiz/MgXaiH45bUVxvN9xebzg/OGpVbEXoezjgTv/LekOtdfyoShTSKdzKhHOlaBTV0SdYWpQZYAgRHRKNw2cJVtPUtc2x7GR8tBZi+FwbYIYCBzTAOlDjSAHcrq/he9Cf7QaccsNeNoKZEJg4TAmDq9cRnJewJQSCfdtwAKN4AcfLCfcbIFfszxX7vqGWHZASRGYF0FG3HbVGQNwbej9xNOMavm1Qfeac9SAHdHB/9oLzPNDbEeLlXNNKLQT7zwhStBaAP1DrTA01ILSBOi6XC47bJ/Qe0iOi0LLhUgrO1wOvr8DZDdu24Te/ecJf/tUL+q749W9+A+vA59cXmDtKuaBsiuf6Ha6fX+DONDpxoJ03aAm2oRAQ7iYwV8hWoRtF1L/55tdo3XCeDUcwZ9oRAYrQMgMAaSzm0Q/qPmmsue7UQnqVAnSFaEWvO7ayoapDhfItBQEKx9quAOrTM0iCiGBAAJNFQV2oreLX+07to0uBlGShcv3ULvj9H3+H716+w76zEudvfv1rtN7xm29+QyAn0gjJZGp4/tWvICrohzP9D0CFErg3IGHXClZr7EG6YZjc8QZg8rnX3vt2Azz4Wz9+NHh0nu0ua2Icy3o8tqUlQjTScNIYzEX7PYMB4aynEzz/8+5B24rUPWBGKdZvTFquzyoOfANZEU1E4dahRYdoWlYpXu3vqfEX11lAr3H/a8OkEfXu+z+Bv+FhlYdGEeDBCgrnyIw59sEsIN1Wh+Av+yFo4NawlgTsraNHbrHuXDxLrbjIE4oqzoMVlXbdI1Kkk30EoLcTpsKolzha43VcBOfZcZxMo0OpUFAQjySGTBRKA44ssqQ2e2zCiaIChfnr77XPF+bHD7Xugi8OsA+L4xJu3d/K1BPIdLS/B0RSkbfzf97g+4djiPQBGEbx+Eos3BTGfnui8V3HBBSX8ekj3Soulv3mc879nMd83hxNKaw6De2B4CcaBLJE2tlI09eCqhtUCl77KzY5IOpwrYxWmWMbX93xpkOGIQ0k6Pb9nYZo0x7pTm0yREohKPHZgOsrztdXaN2wJWspB+7dDwga3GwCO6CjxpLxAQKVGsAVAizQeS+CBQzyAI9sAY7WZwWvs6/PM0HFN23TW5znexz6EgusE+Cj5pBgVGl0bqcD4EjjX5/JLrJCEEMD3NONz9rz3qaziAKCbypkZpUA2KoRsEoHzBywg0yuFoBPFwI7g5Xp0Y99zpNsgmVYYMzRAFPyq1L5vB5Al8Z9AHGd/E5uSvr+0BIJ9pNOAFIQek3R9vla3pMh/jgw+9jZ7yuoFdpI1MuL4glOAVqL/UOUmhVTx3AsTEsD5K1uzMiTBgewBZP29eUVtQJPdcdeGY19DUdLVVE1ZE7DOZcU2bYOBLvWhf2j3zfW/lxHzimng5rF+ABgCIfHcuHG9dftvXU17JUR8EnMMMoRF4Fgo2i1AwUM3kHCbBhn4U0pnNoxVrhf+4wOj4pQHv1XwHPlGEQ4aGO+8yHSeVslAiQM7KIlhIhp7DefKVMJVGnxABB93Om4b5/C2FN3aRrQ8x44Ht1jyMd9mVFG4ESDoOLsoE6KKKdH2KaqgjbSxMIOcO4fqjWY6dF3UJg6FAaN9P0EDqwD3W1UzpvjIYITA9hPG/k+SHVnywpgImRV7CkYe2edDmO11hLA1WSXk5mPYB+lBojCULHVDXu9YNs3bBtZEQnAKLbQgkmbaKZYSjhE2UZpFbg7o+vp8CXrxhFaKx4pkgHsBPhjwQpTAN16LGV1tFEyGVbtzFK5Zg8mfbQfKw1Jzhr4AL5y+yTYk9oyFNOKQGykY+fY8ZBu4LhLwE/Gv+obJK0LTxhk7tPuzqrCEgwrFwD9F2E3/eDhCIpNh50Nx+2Gl9dXfHUCWy/oVlBRAHANsdBPJchMRgVjHZHi5xJMtrSNymhbdwJPKcfRj2NkVAhayC4WWGf1rPN2Q1/8yO7GMuztBW6OvdIwEURl6gC5DI4j9uzUxHMwLfV6/RxV4ahvoyXSuTrXUQU4nkM7E+7YtMCgMOkR5Dfc5Ih1t6N3RRGDlsI0KhFs9YK6FYjwns8oG6+lUmKkAlo6HI4z6rOIWKTaXqhr1myO1UqgoXdD6406SK2jxP6ZTM7E3ajzWWDthNkJ84JisX7ZSYHxshE77IbjSsbo9aXh6QnoN6byf/ig2E7H7Tjx4XlH+7bB2sF9wCt9/dRRhOG4Nmyl4HK5oDwzqNrC/3x6ekLtwL4bnp4Nl9sN9bPj9eUz1I2VxcA+VFVgr5BSCcSaofUDp3Z81EoQzQrOdqJZR22Cy7YFc1XhnSBaVYMVw3GG1pY40+aUjXWaw84G3A6ovuLXv/01fvvb3+DpqRKsdEcpBed54p/8k/83/viHz3h6esI333yNv/iL/whaWL1t33cC/RBI4Z7z3R//wL03GClcuwh6AQwCmXWmgsKpq4UKQQ9i+xKUCizjz50R8qPBo0EzD/s7N410UgUIKuzqO0gEF9LYp8VTSkFP5P1vwFwY31wieiugc8dC0kn2ImIIqE3q99hUHnUEkMYQhvFPpDOed3kGB6bQsNzfy+NND/Noef7h3C7X5j2n0R4Oi0XpSgC+bNwiRPmPdjLqJgXbVkMXynGeQQf3fNawWKNvxyMKaeWlFHSl01kg6NYxKb8cqM1OiBGkotbYLN97dkNrFoCUQquGX8oNRKHoARBNixoBUvI1TYp+RMuXwOJow2zvPKIK9LsT6d3+iBdlHde+MHqWL4/+zX4UTEHNx3+XiNPSmd9/jP5/e/fy+Lm0U3JnkGU8Pl4/wZNlrOZ5+K3Y0N3vn+/hPh7//iWYQHcpHGGguQm0bIAqirRwPDyM/PhOzINmdLgqGDXN6ujDIQIAY0RME8iVnC3jLoAl0s4jItQ4MKqUjSMcHvUAPjjm2A3ODfc40a43zvuhFxZAXhjeg3XChqDlkelMqqHZkxWCYsCMBTt+xsBcnss97jnG0fi6Y6TeWTCf1L9nIHikUG33YzKZNbloimKmwQ1LDQBL8TInNkW0gck0csAPToJM/0tVy/z7Ltqe30MwxSr/zjYdi2B8L23dLHsNwR2QOiwyC/BrvjUOA1PbVAHb+f07QEtH1wxgTJcv54S8c9jfaXCRYGwlwyyeea28MUTdk5q0gAK5JzyuPbEuUqOUIE8RRz8PlG2DVCWtvDfg9koDSJ/XL7NJBqiUBSxoAJkB2/6MKtOBpmAz0Bu1L3TCwtHFTFc3mc6dj33NYSMx92c++uhYANFFOb/c4AHAJay/rtHrpBpwvjM4IzFuOAzC+BxG6HSU8nWowDvHELUQlwDdOmxjb09ni+ZBiTRgG/YPhiYcr0/ACWN5SVtRxh4usWQJmlFvi7du4xR3w84dHQZtHaVOJ4/C2jYj0RKKh5kWtrAT7p9vscUkgIBIv6dtqOgI4FFssIWmTcD0aEsj3XgiDTRQS7KOZCyjg60zW2ncsyRjPwAYhcI1+thsTPMcM0UVrgItO9wPnFEIghHzCt1sKRmuUA3no8/XgBLTn2uCCG1DSVBJJXBpPo8iWRbRaLbYaeM6wRIflRRn/zkeMOp4zZc1jLEcnRpfY5kKVhUk5BmMYtjRvs2MQcnehp2mcNqiuvT1WFNz/jHIRJZafMDCsRO5G9NTs2syDYCsApegdcyZ0OLzZS5rUXg4grn+8jRTh+sXf6SNaWQVXq9XHGfBfm6wSw+nNfXKOro1sr0DsGWbNqz6dnONMjiyOAAB1HSCAZ8MP0+7JRiI7UCLLBNPB9sMdvoowX5ycoS/wkdJ4H6rOvvWnEWUBJFOnamUghYGf4q5Vy2RCsn16zg61JWggwLF2b/7dsCd6XsKDFF4tqODVbAzKbuhCJ+VPpShnWdkm8/KgVqBqhX9PGEtxLAt1r/ecbrjPOj3jTW6KKT3sQ4z455rV7cGdUHdfXRyMjyP4xWilDdpjbZZh6K3Kz59B3z8sONSnwCEzq8KrL2i3a6w8xhAPQvWhDaVGVo7sW8V276jFgKBx9Fwngfqtk1igpNF+PT8EdfXVxznGVkArCy27xv2Sx0eKwMLXO+O86BeW2IRbuimMK9QJ1MurQl3gbXUUkMwkwpUOlCp1zS1Ch0vn1+g2nDZK3wr6C1ZpcDHjx8hItjqhqfLheCiAN9++y1qicJSOhlUl/0J6ASPPNZNLieRBpnjzmMugczgmCzDTst6kLmuDh3jvwGu8mOPHw0e/bv/5/8r/rn/8r+ALXL5RgRlOKq5MOciGwu6LLY7wKdc8lzHf2OyZ6Ov5/ihw4FV/3H4OOPNNcqzvPZGNmAxPvPqM5KG8RqQAtdxSIo6OxJgeNe4X29sbEyIzWy21UrTTchLESi+LJyQ3HDzXwStGwH0BBDG8wVSvQBauWEmVTP7b5b+xehPEYE1LuCk19N4sX5yUgsXxt4cvYW+kpOieLk8Yat13JsHY0BUURIYkqj8nf0Y902hOn4mtm2sXWvR9wBmdQ6bfvzoooc/Rj+6r8XtYlHxiOy9g+XGTPXHc+LhtRXM+ZHHSj1cv3l3Bxn5i4Ya42ABre5eu7/A49O8uff33h+ORvw1jOC8j5/5+F//m/9H/Df/6/8invYtpoKAQuoyGBMDHBMadQq5W5dyGgkE20YhZR8bEzeQ1jpKN0ixECFe3YJceAR36WEgI+JNw8ryk607jNmI1vSMINWRCjoOjWcbNx9O/8aKGtSq0dBFiodL8CGtqHEP683FWilp+gtSD2Kco8fm1Q3wZGHleXWOxQQ+Mpw2Hjxu2oFBzRHw3FERaIBHjtBt4qaPdi4OAQCvYN4F6NyMHEOJ1zDXR4lzDO0FB0W54/cFkB2soGR7ppM7qq1haRNjWt2+z74eYwEYAJY7Qp18YYf5fB735TvRphZ9u/YfcN9/CUKNfi0L8yjHSQLwinswSeP8BYgqX/dHjmcwdSd1ecyor7RtTPXZEgBzoF3huo8AwNpWA7YIAyer81ha2uFQArGfGNln1GPQmMIMViCbbFk32dUO6TYEW3/OI4WRgbSPcO+kxtpyv7PlkLhfNPJZU1+Hh4zrjIpl6aQvP5KqzDr3NnMPDSr+nlW6kpnR8zV3qDpEpkaPOgWsVyM1GSjjWbOv0syP4eAxf6YtlZ/nmPdhz3BscMak/ZYA0rwOgHnv+d5d4GQBceI6acRzmiqSs0oh23neCXqFwHyMRQTIkssKf2K9dEBCD2faA1juZWEvCO4rUJmhL3xnifmnypRrjfSKM/aqUqg7Y9Zx9NR0Wr477K0Z8MvnyrS3XArW20xR6mHTjC5Z+jX2rnSACIrxRN0MYkwgxWItz3HKUVEC6B9LRfTNSMmDRN/KWBs8+tvCBlUpwYRfAtqrvT/8Ex9CwKMt1i18rCVTamNqsj5aR9wD6ccFU9bXIccgxWjbvB/hvPYh6v934HDqhh0m8MNwtjPEgQnalNSg6z0Ay1wjwvkNG0oUKANABMQVFuNj2AvJcFQQ1JN79j+3ZAbwVARtdBznnDkZUGc7kaXNkyUoKqj7JRz/0HVFsOeUgINI2jFh44hEOhc1xEoASAAD2Q02xOdznblcNiCAMFbq0rHmu1GnyeUcAGlRAMVhwqwRN4e1I8BSPp+IwkRgnSLdZKpyznXr6OhoZ8MqJQPknIrAO5cvAAq3c9gCWfY9fbPeDkA0NIYcUneUqrhswMunP+D6qw/YNoNohUKwFQW6ox8vsPPGlGKnLdgbZQDcHMf1wL7tYTKumnGO4zjIrAQGg/VyecJ+eYJDQttJmBqsBft2wRo0srAjWm9McwtAjv5dBGmAB3+OrMqCYJ1CCQZ6YYBF5M7fbucNoidqNaZWGpljtSi++for7Bu1Creq+OqrX+P19YqX11ccvZPYLbmHG/7ebwlmsUOWvop9z91G1VD+DkQ4aDA1eztxHAfaceDar2Te9c6x3Vqwsf90x48Gj/6t/8X/Cv/0P//Pou47G3TZpMYGMxb4BVaXNLqX5dfuuzD/WDf33Pzvzad3vhS/mS5O8/q+xpkfT/TuiScCmM8kQx9iOUTu/S02xrLz4s1Wk5tvttgw0vKWY2ANkco0TGi1M1IhjKhaz502UF3MSmzmzmjYyq6wzqhwRgLi/jTaWYosCKYPg3dFMB1Uns/v8r5JERcNfQkDRYcDCXZRQCpqJQOqxmLBB/YoGEUjxRBauJ5EhvxfMI9ch+HimIuA5H8exsock2u/Lf8EaGbdx/AQz8hZVE+IQ1Xe9udf9/Dxn7dvhSOhYYTNofzO5x8di/h3tYVkXSoTNLg7ZLTF9z/bdAKTeZXfe9vIf/7jf/g/+VfwX/0v/WM8bRfQisgZFiM6mDJp6APpHND8Z4WHOtJctm2Du6C5j+ULsfF775DWwAT+eM88tIxyM4gS8iIAfoS2wZKOeneIQoqiXC7QfZ9VsySc/jS0egjfqwR4pEzXGuAAYocN9kx8ZHgF8XwT8BLe/9B3CvHpJW1mRD/8ceRhrN2DJbS+luvxuI5MwGcwU5bz5ftFAau5gYAgTXpe6/qeXpBEylk84sqiUseortY9WEN9aoVb9Kn1WaY+Qa1sm2zA1PPpnf0xALa4HQVQ9gliabLR5B5AsrivAQTJfVvndcZmKcEy6vO9EX0Yu9cYR1hTLnR5lhL/ugC4TUdn7dYYc7LriOqfxznceYhwfEqd+lTSQ4Npboa0C1IsNpgw4ajdXl/hDhzngX2vqJp6Y9yZVMvYobL9JPo9GU1pRKZROTSgfsbDQW2edPQpYJ1FRBZjNp3VXFMXQCz3yzwyyJMRcrhHutrcE1UAB8uUWw8HqmqkdTn1D73jCUrnoy+aIsK9vXe+DjeUIkFgDHFUUrcDz1zGbd4juLcP4CjbYwU/MQNwKgpUoPdzPOsIbsUzp31nALz3ACww7mFU8UKu7zbWfAH1BDNVCuC4GVhTpNPxszrvMeZDVmji6WUAJTIcIBvgkadu12I1rMtgTu8c1+6hC+Qe5J4Z1ZzBWIVFVUZWW+KamP3fTzo7ybClaScopSKZM+mspbk6yts/gqwCQBL4USyPcf8Z0OZLjD4RIF/6SI2V/NIv6AFwpZBnJjBl4+TYJqsprg/g9BwrcjeWHBhMeU1HPdsFDiAYYfNLHBfrnBK9A2bzq+MzD3b5asynDhicOmtpF5Wo2iWyBVE1vxfVJv8uVFtLP0wrXC84sMGzSufYMwSDzRuAXgcDdMUkWGUGsQa1OrY5cwGrbxZkndsx5sUhGlUFVce2CiBic4UShDB4yHAUdXjq6MX6eraGdp6wEFLe9h3l6UKbP8Zeiq07KPYtABlP8WwiLL7AOaeDhSSi2DaBo1FD02PNqY7LZY91qbMiopFZl/OMa62P+UkWIkGfEraoWR/ac2bGarMdUN24bwhXN+pBNWRgQlNSRICzHWyvStZirigqDnf6ZHyWRU7AegzVHjYSWcb7VgDf8Om77/Dy3e+xVcd2+QCtO/bCz9vtBjtvAJTaRo7QXuJK384Tx3Fi204+uyq2bQfAVNwBzMNRK4sxffWrr7FfTgJuloUyLKRvAFHOtQpWXT/PhkyddNNhC5htFM43Z7ZLrKsjFTf6xgBUq5BTl3Waw1w29qn3Bi0cy9Y7Lk8Fv/rqI7ZScDtusN7x8cMzzrPh48cPFDbvPSrwNXz+/IJSCja5IIMDkAIpisvlEmARn9n6EHaBClOh3Vlg4jgOvL684Hp9xXf+Ga01puqdB3DcGFT92/Nc3xw/TTAb99EkPG4641hy9lUjujYNZUsa6DjtYnQkwIDveeTFcXZwXv1tHB6G2t11x+AZpnK8Po37aRgszxSvZ7bKu7f4+KBvmnO9l8WRuDMsYsMeqIpDC1k+tZbQNbBBvxMtEJxx7hCxDICmiOA4T7SD5f2IPPfxbC1KgA8qqADeGnSrVKoX5sF776Hjqqg1I3c6qN0DTc8UhHgGprUGnVoqVALhD4fIR4tIPn1McE4Qj+h9FijKLJKcPkNv4m68LcLSPp8tW97doZnS8lOOL3w8WSzvfkUmmPND8/3eVF9eXzapNIi+fItToDtNMsIpPh2+ZZ5nPzF6lMb6L8MIcku4iLRcl+zXCQjnMSL04Ia9bRW1Uh/HvaPWSvJP69i0oBZuZFqUm+vtBUNUWWuIKet6AQyvpf6I9mnnrCKmQke/ArjsJNzsWyTCa4AYOoxvAkIBHomAVcjiXwB3o0SU4ssDI6IhTQteHgZUAbZnwA5AdrDiVlTPKpk+VqKaWVzL4z93INDDERtloOHv3+P4PTfWpS1FQx8KIICU5ykgmBZpAgkc0UKc9+dG0CgBIj+5UKT4cweyegtaY9W73nnPWer+uYIdVOI7oZFkd67QvGYCUZliKOubDx9enev17dUGSHCkfgT6C1hlDhTRbj71kqLyDNMLwbby9YRhhWoHehn7B9so5kjBXPu0RDE1wy6At9B82i9LvykgDklmXgQwMpVQFlDenZpjx3GgBD07DepSK8Sd3WIJuqQHEbtXABztXBhTbuiheePv77p/1iOZrdyiwtgHmRPquebnOF8cWkQFMc/vxe8QbBpm2zJnCRDZSBGDcCVn2q3MtKCYG2QaGbpOoWnpnUBIgG6DMQCyO6itlCloOT45yeZa+74x4x5sYJ9+c4JDADhsumLfdli1ITCa0gAa2jjdbBjUDodoYWnqTBFelpRhKolwTCIAn6Ic4mYRWWYigyqBh2lizGfonXO7lEpHhjcV4AsFqbNNLWy/yzJnMyiVoKHBwhHV5T32kepDtT04g4SSrCnqhrR2ojVWtWIlsxuO2wktgq0yaDcAsdBbmcNL2afJ8sk0j4fxq5m+mC+ETt76ubRbvNOpQU0H2NGV6TwaQtr9NLZbraERhQna5A3oZIdJsIqyG7GM5WTg3WGrca5kp6k6022F7WigZF3aOGQ3AWZtfKeUCJrIPOeoliNpOc/rUOMFSIHx+1BjDqawJyEwL3D/+demHzzcmfZ+uQBbhdSCf+qbC756/gd42j+glB0qG/a6Q7Vg2xrMO8SCZUMrkc48hO85JTRUIk0t3pdl3kKyWlRUlqoVaAzeqVTG5UqHeuqZgaSlyoq50lmVqgBIcf6qwFYFn7/9I/eYWvH8Yce+7xBRfPvdywAj4TrGtDhQi6BIhBY7GZdahCL1GQxI+1NYdY6pfJzf58H302d0VcoySuFe1Tg/n58vKGVDrRUtKnO2RnYXBcjpg3HYO02h3tHdQDJ8iNXXEuASK2ezWRPsFqTcgZug1p3AvYeGjkQFvfico+Np27HvGz59+y1+/dUzztdX3C4bzvPAdnnC0/MzWWftBvQT0B0i1JrSWrAXpqq1J9oJvXccx4nLZcevfvUVVH6F3/3+9wAw2FhbLTjOhufnj3h+mmuhmeF6fcXvfvc7CAR1Z5GmrW7Yig6B9eOY1ceqFpyN2r2XUuDKIgcaTOzh80msdwL4XepKsCTbB4grHA1uFaqO6geAK56enkAWGHUbX1+v+PWvfxXmcLKHmJXzH/w//gl+/7s/QD3WZ0SxhVLwD/7hP+TekKmQABSK83aEjh21wXo74d5Qd8HWNuC2+rDAfebDn+b4SeARIxXs4FEyc3FU+YuFZs1UQU8xQIv3zZwb2eOR6F8wX+5o78A4370j/9Y5ThvsPbf5vfe+dDb6GlHxYXxQFu2GBXBAghjzWSQjYaONJsKe6DXvxcZ9jLz59RjREhsLXBpeogqYDIFpOIgoq6IqjdRuBnOZChBZlW6hdaoyxex4veJ2HihSIO5o5wkxR1fFcRxDYylGKAkKRVlS17PIk0Fg2IqibBv2YE2cYPWAIc57vVIzI0qq7lpwuMN7G6CbqEO0xkZEoUUfqS4BYypgYRwOynv6YLM73hyZk53RuzGEBZDEyx/G4I86HsbsAF9AA+tLh44+vAcwv5QatkZj7l9/nCMPXxhHh0DhotCtwk863hldmZUSH66RGyswREx/CYePgelwn0Z5pmSkP3C2E7AwwredQR05oRv7oL0AgopN92nIDmc4GqJnhTSEYRkAgzlGtSRRimt/D4AHYDJHRDDSiwpCJyij0DLTx8yArA5p6egjGB803t/4zUUAVLxlCwmQK4PIZKiYBzDwFMDWAgSsWjI/Zm6kk5seQOoxqUyHdnz2ve8qrb8sCR/rIcWzQ1Gy1pn3KgmQ5ecwmT8J0Fhl9bbuAD7zPFoCDIxqcAg2kQpQLjx3CaAwx0KmgZUy+wG4Z6sm2NMRQBudWRQNMcn4TBdAepx3ARTWf7MqHk4Cd8u+izCaITXAsOw3mWDdsCXy/EDkH3H86rI5useYsgBIo39UASsc8w72STK7Mhqd/RsR6bmgFSQD8jhP3G4HzvNEFcFv/8Hfhx0n5xqEwp9u2LbK6G2IYuec83BSsloxpwaZhubO9exnPgSMok9xVh4KABbsKiVgn9HoR8A/m1yEDouk4+krO9iZXqEaUdd7g3vo6GQaXYBXybQozJ2IYhsE4XcA38YdjIBh3r9QJ4hAyIyIakTREc66B2DCFJ+471IGgy3tGN6Ho3eBGJ01MrVk2EWawLi3Ua1qVC3LoY5oy94Cp9ZopwSOKtNNoow22w+AlKFDc1cdDdO+y8/XEKWnw0hGWfM+5r+C64T0SDPoNoCJdQtxONp5xHkwABEWCZH5uWDYsW05RYsqvJThnEAdH7/6KlizucTKcJTJTAcZW1oh+4VFIoRBRuqERNWlomPpUJXxnOthcFBEnX4ANae5NpHhJAOU4pKqeH29oUb1t9QAcQDneUIKS5fvURkqgaOcE1upBHk801A41gwYWqtp9gkw5lA3OpEznTmWuASu+GEElgRVRQ17P9OMBIBKRXcHQh8RkR410qJyb3tzPHgUsQ/+EtL9f9TRg3271REUuh03VlITTseiglI7tO54fn6mMLRWCHYU2QdjkQCijIqLTSoAixS+Hu3sBDZcoLuyul3fRt8WEXgRKHaIGLqTgdghZLmdB1k7cDJSRjojt9vryyeuJbWgtwu8X7DvFzw/bziOMwLtFegEqy97HX01mI1msMbx187M6KCf21sP9ktUpa4XXPaKs3W8Xm9hqnCubVtFaz2qFFbsdQOKhCJCiTFoIxZHsDVElmNtLZ2l7I/zlUzE6uixPpp3lJ1rldYUAS8opTBAehXUQhCXQY0GEUXVDdtlC0kRrocKwT/8e38Pf/H/+Qt8/Por/OZXX6G543bc8N3nT2jffcZ5ntDCKrcDCBdB3Tguvgsgq7WOdjtxXq+47VdspeD5+Rm9NbSFrGBmuN1u6J2Vvp+envDVxw/45puP+Pz58xAGv1nHWTgmn54+oPUW0ilRFdZZeRNg8EqFRAUrynRBB2phO5mcqKjwqHJGhhTXj95fIcJUxI4Ob2QR2q3isA73HZdagcsT/vi763AP8pDQEf7n/7l/BHfH9bWTldQajqPh8/WGv/zdfwrvggYCoVo2fPj4K0ppFIMdFM/mfs10v+NgylrvLRhaP+Bv/C0dPw08EiWoEBGTFRSZq2Iu3h0z+j0nngC4FMXZ23Dc50Lq9xU4HsEjvhEf/UJKmwwvBasy0dgMwsDIChrprL85zXvnjs39TpBq8cNW1gft27dn4V194b6/x+Gf112/wu/40la5KZI1S0PLAsU2D+qb9ci9JUqLuO8uJ1oP2lvZICKczOHgpECYayFYo4K6VRgMx1lQ9wvKRYDa4e2EqWLbn9AjkqOtkRxQ0qBmSdgiBUlx11LgKnfPljGM0Q4ABcUgo4lEBWo+NJAE9FFUH9p06Tsf3f/WWM8o1/zvYz/GZ0Tux+XSZwAGs2d8T++N8Pf6+8dOfRcNY3+Obd6K4E7we1y/Y5Qh/qLxMk5yd5dZAnnS6Jdr/QKOdU7y8Q1mCsCYPlkY8erdoeWC7cKIsQfIkE+rsWGo+nDgZRlDHg5z6r2x7wNAyEOXAfhDwBFAw0yyemIAQFqBrQQrKQy4XhgJ7Afgld8rOyAnIz5pIa3gUIIvAEYOdKbZKTLnA3DN3INhZAcqi7G253d6MKssn/3tHBvHGP95XpltNBCl9eiY1Ki4nxS/Vs2LznNtjW3RO9twgHAJJFXAG/D0gb+fB/D5E9BfyeiCB3srx/16P7F/FSWQlzpTQjYtwtBBTac2tA/Gs+VmGPfuNtlJtUxQaUZeZnMYFqAI81zZLkP/KK7j8RosnmcLplZ8pBmff3GippbS0txLDj4ykJHCwglqVd6z6M6PJkaTY60gxmX0QwQqCHoKPx/trEXxpE942ip+/5d/hU/ffca+VXz8+JFljrUAusGsw0L8M3GwdV6mAcymYcBEZW2/n+dIQeR0bcWmjQPocIjTgbVIueA+ZZEKI/ddjzb2CfG0dWb60UjhMoM1lrnmhQLgCD0aNTDlAawAQ/Fx3mqCTR8hFCc2RtszDSXXWuol0iY0z+v3JVCWB50r2T9wfc3hHICSC6OqyPTEXMuVeoqlkHkmpnClqGk3OmvmWa0sAKK8j7i/maI0x3WtBb13iARwUir2bWF0YZkH0Rc27C8CZOkguRO46062lDl32U00osiDzzuxf0w8OxksPgBAYJSghpOd145pWwqgpVALKgDFFCgmeAgCeJAB5IgIq/EGcJ+MJNYKkLjPFGCXcG63L25f81485qMCNdJgClN9euiQoAOnNJ4PDi3sJwtgrdZKEG65L7aLBfPdobVOUBjAvu9kfgTI+CUC9GBsDS3CdMqjel/Yy0A65/NEY0k0h+PkFukEp90cHumg6smYEKQQ+jrqx7IuOSrflGL55R7daHu0DgTYYVnVywq6h4/lTGWupaLsGxlfacvaDpEKsQ3QApfK/bYcsRYsXpE4IDaI1R4gpBv9DhcFLFh04thr5/hSwxlMpt466gCweW7xKOTTG7obxJR2gZ/ofuDp+St8eK7QorieCJFm4OXzJ2zbBc/PQC0701fFcbaGGv6LwcYqXVSBojCrUAWennf0zrF1uWzDV1OljEeu/60brJ9wL/DiyAFdVNDV0e3E7RBstQwWKED/wgqhfqa9cQ6XKui94zXSwYsVVC8oqNgUqM9PMKkElRxovUXA9YSgYNMdW634+PEDzDteb1f6g2fHt3/1R3zcn2FgO/XzhN1e0FvDtl/ASo7ECPZtx77taOcNT/uO2/WG83pDb5179nlD/fg1Xj99N9dBB9qhkML1uJQKEYLM337boMXxz/wz/zl8/vwJLy9XvL5+xu16xc2BUksEHUIvqmOA+g5H807lAAfT2jqDJ0/gmlq8RCAkAOVSYncNk6k7Wne4ZvXKCscJVaZ/t95wux346quv8HT5FV5fX0df2mk4e8fXv6oQr7hU7ve9G263E7f/5D/F7Xbiervhepw4zhNaN9yOA90MzYAOQ497SGBrdT0QT0rb8k9r//wk8KhEROA9oOOOUh4OmA8UMRdXDKHakYcsD+7D6njHJrwaiRIf8bHgzLQmIIwpn59m2b47+2050fvPuT7ZeMy5o92BOHwMmbb9MFDun+X+/PlJX2/17THulzS7EZ4CgnY4KeoeDmxS1YNYjd6NVc96lEMNB8wDQLIwPGhosPTgtm8hdMZN+nq9wrtBfMd5PdDOA/sFeLrsuH3q0MuGZPoiogqjmolgCHNOVpWMzVRikZF0UCKfn8w1RQJI+Z1hBo5+pGEnxg4Ne4g/MoGaO0PW53neA47WPso+Hv0xNrm3nfZeitgQlF+u8GPhoUcw8o1zEOPxEdBZv/fjzu1AaxApi8Xk47q+/Duv80UY9Oc5vEH8XOz+1IwK48MpSIhYm4ahBwwDpig3iyx1LOmogoYsnM7AWJNFIWbML/ZO51wE8Bz7HuXu36GoL74J/06AAYtz79z48j0tM01NGDW51xBiP1Kc+n5MvG2v/PHJfIIw5SnX+JFa5vF7GjUJAAiYxiBvn/ERQHo8us3XPUCPfJS8v/XvbJPUwcj0N98oqL1/M8G35LHvN+DzC8hWKetD88StE0AyYOpOxbVq9GFNplAnIALE56JtNFheEutzOlJJGxbMz6bz8D1Bgrv3VpbiWG+irT3eL5iAULIwRn9EG63sjLwWczsfJncCjx5tG+fW+BvBfHKP6wbg6cqf8cyrjfCw8WZUzAWXDx9QakW/HThbw6dvP+N3v/sr7FGUQ+QrbPs+HOOsNsJKihIG+RMgAusnzBSXbcNeFed54Dx+hN7Yn/hI5zK7dQAQ7hAlwC8JHoWtkkASPz/ZDXHCxQaJ/U4wwIxMp5mABDD6YB2C8Vr6WCNEY3Tos2iGbayUKpqqiECtW6TqTEFScRkgosHGVMprSjjeGmNTJMIYy57manBnv6aotzo16RJ0sYjyl1rIuAadHxt6bAQkex+PjCx8IOH4S6Sa8f7ShuLnpkT0cl+eOo4Y6ZMptFu0zKkb/xU4GMUuaHZyCS8BOEfFWneJ4JbGEm9pON/tTbP7GByKVXi8EbAhLJ6xVKa8ebDNOpINxOppqqD2h4dd9s5alMuCZ0p/bvwP233qR1lo72ktBPlkFkVBDm0D6k4mkWZaZKR89d75vLrhdjuYcrdtTNsJQLimyLakrR3FYQKsL6FdI3PDxmBghz0gATiQuBFjPM672uuZgjS3ChlOvg/Hkm9O/yD7Iy4/h/aD3QS8vnzGv/6v/sv4H/z3/3tv2v4Xd4yJ14Fg1bSTjAlW/Yp1pkjYBh7zDcgBY8ZgcRZHAIKhGOTtFHEe3EyxuXWoIKsJCdE7yEYGyXnccJ4Nx+0Vx+t3uL684Hh5hfUTPYOk6zPAsdWC3jl/rTe0BuBq2LYd5XLBthU0j61VgePsBKSsQ7XHWquhZcRKkDX8Yjejvp2Q4a2qaO0k++hSg2HK9rAo6DL0VAXoJ3WOECpQ3chKaWfsAbZBnODJCLCzhbFFRV2BB6BacUJwxnqwAvYCYINB9w4RsiO34jgVeL2m7ciVpUfq8GXb0c6Grz58he++/Q7f/tUfsT1fULYKLQWfb6/ovZN1VjZoBKqKUmPJesdle4K1hqaCjo5+njga77e1FkSGuV5vT08AEGl1YNqjcP9REXx4/oC6bbhcKl5eNry+XvH66TP2pwvZQpDQPle4C9moTlBbDHAtkMo99AbBjlX0P6phRlDCXKO4hKEF+k8fdXpzqiWYXILX12vcf/YTx0gVxe0GSpLyW/zZBL/+zTc4u+N2nji64Xac+Pz5Ff/pX/4VK07GvXcz1H2HlgoRR60F2pKI87c493/g+GmaRwlUJGqfKGoMzDnjwxgJYyiW/bmQ26PGCjA9+gcjWuYkmf7IIr49VmZ/AI7i656fHN+Y7733iJh+gCz3saaqvaGWrw7O9xzrHYynXwbf24Mb1LoQr/fA1tbBcPIw3B0WFYIXJlds5L0bdHtGwes4V8toijvkVFTfUcBBeh4nzhdu7u5AOzu8cQMuRVlVY7+vskKto23QJGkvJkAkEKVDI1m5IFM/JJX/l7Eylrt4Ru7/s31G/y7GsWT7LJR4T0Pwvg/uekwefvf73pr3M7ywsdiNFshoi+PufG+v84WxkgbM8vsdC+9dQHI6ZF8EDGKe3F06nUjEee8sn7zXfG/+K3jzeD/7IdnnipF2N9IPJFPWJLAPGc8x5jeY6gZ3yEVhtw61xphSABZMxxwmEdsuouUDAIn88WH4fLGfv/BWrqHrewnmJMCReevrGE2wapznBxrMw1ENJgIXDGCADsmwGc+ic8EVmYDJO4GEOUYf50+2h+Nukrw3pHOgZjulAZvvqQIamj7igF5mql1PBtcG7AnuLc9XN6DfpuOQ95eLgxngmaa1AGmZNpj38N7zr2vX2Ex8tuMPTRxf9qq7hSRfi7VOESl0fXoqCfaVMu932ZMH02y0+5jkmKln4Z6OsZQgX1abAn8fz2/z+y4Y1ege2yVKNc+/aRTWyxO0buivr/jmH/x97M9POK6vMCclm7fXgbrDVOGd6SIEe3WkwLgFLT2e95Fw+nMdYpiOKHAXZEOAO64PTugA2BzUJ+LvsqxVCYzcD6ZZySrfGuuepxXmY9kY0dW41kjpH6CQA6qjnVOfZwBUQPQxLWEtEtXxUnnex54kY4+UmB5rWta0UVQpfIoYLgnk83OLDaZMY+vmNPCxDDcJgEI8yrxz3gzQbjhtZY7T0UXLJrguXx5tJ6tjPFP4p9QCoFJRpMIdUbVHxxrmPeSBBUwXj+VL4kTclRa2GdZ7GJcd+5u4ksUdoBuZXAYKB3A/ZCqWznStSDODgA69+hAt9rDbV4uZmcI5UORuXJE9xE+XBNoV8D6ZTaqKujElDpjAZg9Q2B1QGHVTusH9nGWpJUrBuAXjYmHaj4a5z2BIO2+0X4A+Y+2Ke+dYW5joOUNM1jOP+TFGaS51mO0k4wzzwnM85Z7Bs3Xr+I/+4j/E35nDDDgbvBRcjwPX4wydyIrtbGito6a2o0+NLI+1xEAQ2CI1WzIlyGTuWzJaF44y7Q8QxRGAFcIkUoDFJrPNCWRzftIvsbOzmppHcDz2PSmsbuYa4xQdzcjsOU6DqKHoE56fonKvH1ElGrEgcX9MICi1XEksDtZPCDZzKSfAQMCMzDxXplr3YHRKpI6OYtG5JHkWRYiCCMb0q+IdXgjUkqk42ZWq8XyhRVciS4gauDV+CooItLCjLM25CBCWKpDicO04+w3FCyTA7v/sP/zPQCG4vlxRtw17gGKviOqr3kPrSFFqxXbZUPeK80TsYWRTmVAuvbeG68sLrDcyT0HiQI+MmJJanzGPRAVWC14+fwYg0S7s33aeBJ32DXW/sD17Bl/6IEp4z72N6bxJNGgKqBNkXwnY5gwYM6M/15gY66BWlAsZlaUU7JcLXj6/sIJcaAFzoSB4RAAqpWPijA7szx9RWqfulXXqsEJwPQ8cN4qNt9ZwPQ7Y9Qq44HYeeDHD6/UV1+sV7XaFn6E99Sc+fhJ49E/+3X8P//l/4R/j6eNH5jybL1HqXGYX9MsXIyUOQ0a7ZARQJQCSqecTx+jAXMyX9KXhuMei8y5wlL/IG62je9tyuWFwY7kz1tao38N3786TTvaX3hdGGf3xE7IaCvff97vX0zHJqJkBUiBS4NqngRQDNI313Ch7qOeLVAwwD8wv7p0T0A6HBuunt4bb51ec1456oXkxaJqNqHSCRSubQ0VQNuYVa600kgIsQkb9VIfWkYdJK6BROB2P7PeH1kkfBj4WTXdMMkAaN6HZs9rr2Z4/5MPhTT89vr+MJfG7RWW87vM+44MYBvX3n50bzzi/fO/N5kb95Q/k9SZkO0EuX66Ed8fwek9pNOZ1fynHv/1/+3fw3/gX/yv47W++jinCjZdHMI50BflkYG0eO6gJWQJlL7BbpHvkmqDZcgpoGKe5qAgW9scyflfH/fuO4YzEkYNcJZgvQIQdEAnay4aK7BQMIOXHHglqJHukL/eR64xbPF8s1pbAwHrdLz3UMstGW8h83vx33TC6g6lm8nCqKIM2oslxLt2ALdZDtXk/DYBRswqOAMdy7inbUpFWQNyHPi4w0afB3kn9qRVMuluvcN8WjmURcHw/uLv2WwAyd+wlLAypuIeocBlePD+vkdpYylwI8zlyGbCH/hlUA5ntc3efimRFBGrF76Z4u6/9G+8796a5f8dnc0zFQqlVIVuB9A37xyd89eEJn7/7lvp6ngbhgW1/Agpp5kMj0Kdwcja4BeDy58r7/8HDU8soxx6GscguZ1rtG/x1fgBpsmYKlvnbnTHZMTnWsifS9vHYUOYpJ3OVMYS5l+b7414xp7uZwdsaPIx3hzabw6WMdXZKE8QUClvn/S0mUzomfoYegsQybcm5bMQ+lmBXzF93J3HOyX73+KxDhrOlykp0QMJpGPNqtVenTSsLy3NWyxvfMUbwJaQdilSw6loNu4nC1lBaO2HsIAEpSYbFeH2xeaINkxmWIETadXA+S+o/MW2kowufs1TBpgXu1K706I8JtIbdpjqYEACZD8BkfK+jk6AOQmyddrkYrykymeUqkyWYdm6CRmZTi3BRUR8Cs3lP7iHnVp0MqrQZfbkfzIwAB8dziRRuAwLEtVE2nUHKArQWFQXjPC7w0HhZ18D7RLMEkBKMXdfZR8vSl/VxHVN/h44wMCUCjZk6CGDMN8dkVa6s+NUHzIqEk7kVcwvpO+aaQd0cjrMM0hH8c2Ng3NqJExKsPQYQtq1SH6kJru06xJM9gAg3QwlGjAZ4BHU4Olo/YFBs+wXbXqF6QerqATrSxHh/cb9FI1Usxrw4RDYCFfHMFYUE4lhb00faBAS4Ym9QIQuGoKeMuQLnvM00PrM+1lMS3DmWNSZDjSp/WXWxxFq3bRXbtmHbqLc090dqUBGSc2jxWa1Qg63voAg6gI8fP+A3v/k1/qr/DrVUVC1M0a0K7xJADP/eLxv2y05dW3e8Xk94bxC3AVZ3N5y3awQGHSP7wToLN3nITuSOp4Km1N9Nfb0sruC5MRrHnXQb5qu3NotU5H7gHb05dfCy4MJSSDfHY3eOwTrWjdyAOX57FF5A6Hpd9h2fP72gnQ2X/TLmTO4jImDmjydDlPdbN+oMi7M/qyqeLjt+/c3XuF4PvFyvwOsNDR2fPr3g9eWG23nijzCctxuO65WgUT8AX4qI/ImOnwQe/W//5/9L/Le//gr/6B//Fzm4wudMezRhAPcp3Hh/pCPPgaCx+bLtVudpMcZzYU47NwMIMTnnHdwfb3yod4yh8dkRUY4L3UU25vcnhuRvzpF3cXfexSZZX5QHT38xKR8eQsZkMNelWYICXRJsm5Rst44iiu5tLJpwMiaKEmf14wV+O4nAmkMbS71yElIZBy44jhPHcaC7oTpnnahAPcvnhvhbZbqORM6tloK6bdCtQrTQbysljJY0XiQMEM5UCiHet2GmP77tMT7zajukn5b4DF/2Edn6kivhj51292Z+JiLDy5iYS+/DPT98Xd75/fFz67GKZn8/IvR4hHk/dCfwMABjLL0Bfjz+64vd84VGWfpt6In9pHv80x3/4//Zv45/8Pd/i7//21+H0YrBPjBn1YjhBDj3l9xw07lyT8cmo7hz/HmmKokhy7eOi6jSWa8Fg6ExRT3w5QEWRzi8vJmlz0oB9p3aOt2whKjzi3eb2E8qLpUMFPOZGme51kaDQOL2w+lXsA28gELVS+rZ+ix5b3ms93j3mfU5BEADDgDlGRNkwJK6J5haP3kJxx3ok2MyhZ+Pk3o/6Rh3Cw0p5+7XI/UKsjAgU5Mhn3syIxmCKkwNrCXYP1GJrfu8p8UZwXJr93vb0lT5+WwfFeos5csZDMj2WPtxAEoaFeEqfxLwSqBpXY3ymrKMvbX08hi2MrsyQ6K5yG7Odsz+uQOo+rw2ECCeghUN29Bf8XbSURSH3z6hN2C/MELaW0c7TpxnRy0lUmsBBNjCrc3eiPYzxeiXsS4RNPDhcIzUbQmny9Nm+lIScK4Lju9bRtIh32rhMDGbKWkidGBirHhEYMUc8B7FGhvWlDcuA7E3pJErdPbVCkbF3BBFToFTIPewbRZWiTFg2yMo+d6z8lxFyCiynmLaYXQDk7E1Xuegm+AKwlbM88U6HoLQJdgCfNb7NWlq5+VeF6nNOvfNNPbz4DQRCCbTz92jaiCBo9utwaLctIQ8QAnnN8FDEj373HPytnIfWtc9CTAx1r5MHZMFHCuhgZS6UQN2jXVIlGl3tVbUrRKYyQq3cArZR/R7vTwd5dzjBACDGj1StBWs4Kep/+NkvNcSQFOANWwpOvIqiq0oTp+yFkzpo/i5WYPIhhpAVBsMSjaSWdokMYbNByMj2cYC2t5FWNkoxdSzojBNLgs9Hdq52VYdS9snyJFafGMsvjeiR1gR6ZW+D5z+go9svwI8PT3jsrNK2dPTE/Z9jyq0UTstGHjmvoQkZ8h/gL1hTuUFpp2fE0sBdLLDusPrBi8VHhXIbqfhCgbBVRioLpcduwNeCuzsaGbobaYpnpEiWYJdrbFfmbCs/aXs2PavsG3PzIiIlCJqwwJZnVBEBzuNMK+PNYZzWLhGxv6fOqcKjy1RICVYe8NcyopzjprzC0zNVN0A2XF9vbf9RCgK7g5sm451CM5RZ8ZCL8nSLSX9swwUIlyGeKboHwnduWRVUTOXeoOvtxc8PWWVNKYa9t6YrnURSKksoFQV+1Zx2TdIKWin4DxvOI8DvdE3jaRjHO0MM1oGENdF0NvJtO0BHvF5mgpun1+HvpGIokrF89MTem+wZri9XOHHGWvbPvc8UWyV4vwee2HZed19L9j2rIA2x2yP9c2DOaZaIvCQ9p0CwQyjDvCGUgqsU8MuVyq60EzJFiljKbHOinrmHWiUmOnWo7CY4sPlgqoF9VKxXSrKLjjbic+fPqO1E9d2oh8HcN6mnfhFD/Nv7/hpaWvAjIIMezHQtPzAWFzfcypyI5/G0uMjjvQcTFt0tanTaEjnmptF2MZ5jnfarfc+NrMxyfIwvxPL8xRDHBe9j2o8fh2BvD+ms+V1PPKsNf2euygEIKAxNgG4L+wuYcyvyOeMvWYJeP5t5yf0doOFqOC+bbhcNpxnw6cDOBsFSHt35tT2MKRc4J2L2nEcuB7HiHiqFiKp6qhbCSR7g2wUnGRUqLKSxrZRryIWM3PeKwsHxz2O52cKA9kNaVwvzuYPHMv6O6KUEEbFilRMZ+7+8/n7m2DRO58b/u07n0nx9UfAcfizwN17K8X68Rhj5t13xwlGn/Qlk2e52Jtr+vL3I5OO30w46O19jfPco6AkbvxS8kOW49EMSTHSlYk3PyF37ZGmXq11DJvujn4yhaaUHVJBI9ljHmosQHXDPYJD54xf+KGb/p52FMEUX0rWhs9ldqRWOX60SDcCdOhAqP9NFkt3DC2jblEhLBw/VQxxaQTdvEQt5KB03w9ewwDUxvN8zzO78ztfUkBdPzc3Id7j+C6CWeQEjiDB0klGTyUol5N6ACwV0NCtGo6BYvQpRbECKFzBo6Q8gqDJCtam3VO32e53jRBtpMtr64IGLIDZm90Sd9X21tMqMHSyUvMIhTu+RZU58wgARQVM1Iha5cDS8TUkKCcxj1KzKsdmaiINtlR8fnXOvcH7Fb0fcWsa4roCHAxciAAlotPr8GitQTqDFxJhWAY72hDzz3LuY4j8yP3jT3mMdCbNqKUM7M3DVnLz0I2ea1ECOG8PjgMLIFFEhlrI3accoDyAQw3orZFN2c+IbhLY6qEL5bBxlhWoSEfcZAI2ParpFFUIKF6bLBERiXM7JqOARz/aFHWNYZKMBI9IaQo8UygXBKcCSMjp3ZAOKucY34s9TzPN431n/r6BuKbRnCqw5sEeiPR51TD+PZwwZboVCFCuF1CRIRIrkDFVS2gkCRDiqA3qwnQGSBAj01kERPl6WnOtHWhRZpoO39zjyfqm3WHeWelWuZdrKWNusU8cKo6e5tUCaZgbo+sxb4sQgCzBrKD2SR9jU2P+aS3UWxKjhokbNMTSk4nm4WBZb0CnqLp1J/ujKAqUIE70fVFdROYBFYerYKsV20aB/m4H7z/YXgxiPMON+2wymnBG9F0RjHaFdSO7YrTBBMYIRjtEEviO9L6wV2Pg3M/L8ArJDlnsijzpvaMAplL+/FUgf9JhDpwn/FCSnzvFe1sARB62/ccPT6hRaEekhD9QRoaBao1/uSXd72bTj5wuYOEWHnauWx/rXokxc2wXOE64NHQtMBWgKbZ2cLwXnQzyELpGzDuJiw12XJHQ+CFUWFSw7Ru09dibmEHhAFqkSWeAGhbrhkrYAKPxyAgMQALWqXfjwGUjC8oAWOMcbMGg6b2hh91aasW2V/TBVOL9awBnZavhv+Z6bdBuaOHzatyXIH1nQylhjwwQGAB0FGCAVGrdJRilTHtVLfjD7/+A83bg+fkZ8IbXz3/AH19u+Gf/C/+IBHHNCnUJFPK5EEUvWmvw3oJdU2ClocYcJzAjsCa4WjCPHOO5gQKchUzK7ujtRGwC2LcdhoLWOv3b2wHZHZdtw9PHJ1RlxUDPdMFSUTbFtm14ujzhcrlASqZdPoChnw705yem5oYp7B7xuTLTjC2CNEVr7NS0o7iiJ6hnqJcN3cJecYWg4zgI/liPlEz3oU1HfeI+7me/VPzqNx9QXxWfPnXcJDKLzoY/B+sI+OuAR4NK6rC2Gmr8TwodSmzoQ2BO7t1SbvCLI7uc/+0x09r45wLoIF8XooO9swLAAuhwkmXe6psli/emE4nuGVXLcydFOwZVvi5YoggPz5IgQC6GM2qDt/7Vci/v2TtDtFDmJ9EMsBPSr4CdUG8opUH0xHd/+CP6eSPX1xxSHGYl6KRMUzMomifimeAWjZhmHdY6y+GaM7VAaJQx0kBEnKZDsIxKhYTWRiLFoTTDZ01NIzDiY1LBSYXQQ2L6nRjQikO8Qx8AH48+HD4zEoDMKIdhfMInmDMXsnfaPPvmR/rb/oXzjH7Cvb0gDy9MPafvBwvop99X7nj3o8uI4fp/T6+9P+09UPL2slFO2QGEUZr3WSDogmCILUbRD9zfn/PwFN9MhyCoxu425u2dKTfABo6ojCa5Z648+7o1G/orpTrESNdFJS2Y1b7OKPEudKRzUwYwRHAfj5UwMdozU3vyd8MUqFjO0S09hceH+nGNFUKjFJOuQFWgRxqUdeBwAgx7BY4AF7Zg2KgCh7Bi2TjfDsgFBKXaw33EBFsN6u+7z5yQM1qANxM0nGMm2CdCswAzWnkf2xOgZ7CWAqQpBXiK0sOaG64T4FGWD0ZPoyq9rYXBUyI1rNaobgfg0yu1lZ6f4p6W7zw+b3oqa188PjtwL5gNzDG1b0ATQA0oXwPnFThfOe7OBrRXrv2XJ2C/0MLZUhg8DEXNtACw33Me5PzP9h9aV/bQJxk6rhgAqhrHaxioaL+ihbEWvJB0sPPZ6Fyu7yO+Yun4KmAH9Qyy6JsFy9ZCgBjGKB9EiYf+2HnwJz5au6KUnftu2uiO2HcthD07LKoapoiwJJsrjAVHBMCAIYYcGytsbJQzdS2N9tR6UWNFnXac8Na4c6uitQ6JdJ48WJmIYtkKGcG4DLZaGKcGMoR4FxEACmCrlLl3zX0xAh7WI2qtcU5BOz2Kbkz2iJhRCyTO21uPdPzY+433XWpWScsn6LDWkNj+guX8iGPqh7g5vHiwcipaOwdolI4xol/IZAj7NaZJpkkkm9iiXTX6bYhiOzVALMT+rXdIVLZjBaSNU3+L4I6fDCD6HV+f95mQndwvPdkHdavUPYq/3xD00jbN++0NRVInaG5T27bjiMwCblWCrWwjvUdFZ/pLtEdWhevGoF5RxVY3iJYYp2RK8b4idU1mGlzvLZYp2ibdOmUwxKHtZdpCAV51PCOF3ofNKI7zPKBOHU+CjFz/CEhGJa4orgHoxN4xbckxoiTBpGDP20xNQvbvoEEL/oN/7/+Of+1f+Z/+6NH4izg4mOEuOK4nrpeG7XbDeak4KqvX7dsTXArOdsB9B9BR1ODBvEsWGdwnIxKKonUw5Uhunnp1IvQx+0hJ4p5KkeAN+7ZzvFUGwayd6EXw+ulE+bhh+6BQL4B3iDVcrx2f/kDWz2Cgd0NXQ1UyZiQCI+5gWlgpDIYXDcF5gtip8wVJThr3I480W0cHNYuU6ZZS4VGQwqwNkCdtF2qAMcXWgjW6F4LApRSMytbWA+DkNSGOWgo1ZkXQ7YQFGcKwhxYg25J2La83qgOW0BDThbYwgOkN7kY5BxUUkCX49LQHaEO/sVw21Kct/D/Bx6cnwIHWOtr1E8Hx28HCGK+vsN5RVLDXiq0IdmWBjBJgt5nDimC3GsC4D2nWEiDY035B64Z2trFuwthHG0jYqE9MTTter6iiuDxVbPsOdeB2kvG8FcVlL7jsilLv10MVgZQSMbYD1h0SdhPHtLBSpyrMGMQiM67BBfj44VexfhNMZeaPQ5+2OL8GiCroqhRy9w73c067SHfuRpJH7z7jk2Cb7JcLAOC1G7yf937Fn/D46eBR/Gtp5ERUSJyGj3cac5oI3p2RzB+yJsABKHPA5s604DETGIqjKIGPITblDhdBkQiIKysgCXiNGU2bhqnbLDWb+Y9mxvOooorgDGP6bm+V6ZAqlmeLf+8Aosd2e/Btph5OvvTg6LtDQYqleY/IT57DweoFtNGtdcBOAA3oJ87jNhdBc3QXdHE0cSKa3VB25pZ2VaAw0i/dcX09mKoWQnhaBFsKxgGoNUqjwqk6bx2XssUiSwYSQEPBzhOlhiZT4rDx4KJLRYWljVQrfIzKRY8gj2g3rv2+NmkcNl8Qj3FwbyH9WLhDHv5YR8N63fS1ROZ3xpgez3bn4d/7jgM4+IG7W8ajr4PtoREmaBYvRuTRMQ34N88a1PnmX2a+5XcH80++BHf+PAfLeTeuMS4xxnTcZ0YbzbKs8WQYCuhwZVWF3nvQlenkiTqAMHCE7Ad3R2+NkaUTBCn2ZQR0mSDQDx2P/ejL61B6f6k7Y8mqiRLzybDOpTJLMieK5gE0BUbAcPfwEuJCAQrB5+ZDi5+/9ys/Y8kiqkD5KnY4IXCxpkB9CSD6saDjuL9Y9PxhRxTcgRKDkWXLDwA8PQF9YxU6b2yrCqA+I5BBANdoU5YSZk5j0rACBNLKams9qt35ybctq7gBA9kgOhCso2BEdcPdVHEsm7zet4vE81tUiRPk4ojgxcfO3aINKoAtNkBHlj+/ayfVCZYhUu007tMRKXeOO8skvW9zRKkRjIVOs7xmj/tbRbTlrQGzPMMQsrelTdbAiyo0wCCJcXyeDRpV30SAUS7bKbwrTiCXBZQc9gtal5iqhLF2ch0umAGnZScbnzFWFwLm58wYGOs220sC9M7v9VjzUsPIKGhMe4JDsieQJMB5HLCDjsDzhwu2fRt7bqbvZEUuQ1SaAViSuxRIiSjzoBHLKJLBRwuQwgwWbYBuFCYNKjZZzUJ7I+w0CVuONsNiS7qPaV6KQgrHEq9HDQ1zRpYBBHMp7CuRZbitbf59ey6GUb9te2hx5X6Z++wUz5VIu4J67BnhMIgytUMYeKuRkqoQXj9Y05lmX4JJMFjKsRaS4bwRNEGmqhnqthFUCXt2pnBh6mxeyKpcn10HYywB+BxWUV2usN+TdZEpOOwzsrJkDl1qLxXuESX1ipwn6r2jNQsW0UZWhxa01mKetGGHJIAJTPZWj6CER5dZYyUsqKDmOAQfQ1XR/RYSC9SgggC9dbgK+mGo+xbp6izvbr1DIUxxEYEnxrYGgmYLIQNs4VWw7wwxzgyq+zDppvbXL2dd+kmHO3A2vN4O7McFl9NwvZ7MNCiKsze0ZHqBwFzrHUfv2AWwPnW8RBRi9BsHsTkDySIDbKXpZqh9J3PSOmMZ1eAd2PYNz3sHbEM/n3AeAWwXAcoTip1QD0DIFdfbDR+/oTPfXNDcCTiUbdh5OR/GvAB1kjRSwEfRgD0bpoSFYqwk1jKAsvqbnEOqHkwg7tk9GcXhq6gKpZ405EHiRwQwL7jsgEsJ3Tamp9aq2Hc6TKqAHQHCiuBSyx1wL2EPEpzehv+1MmfSXuaYtQFUaUkMVLHtGy7bTv8fjqfnC87zw9RMKzrWHZqjXOP3KvC9ojUJE6JCa0XxAxAb6YEiCwvJHa0Z26NU1LIha0KIFuimI+BydtriErpPHy47zuOK1+sVn//4Lex24JtffYX96QnudWbl1I12RpjNq1mWY/9y2QPn83F/uVxqAj+Bh2zbjltruF5veP4gARwCcILu7bwhCSFuMpQHFMDZGm5GhmrrHWdvOCI1Lc1xspuUxRJQoMXI3syA5TD0/7THTwaPMqIyovl+7/POnGOMCNnKYOCRqW/TABp2J1bAyTlhQ/SUyGqCOvldfqxZqOcIFc9ncCA2ybz+6tDkphoGyaRrk4p7t8zngjYMEYz+8Yfzhl/95lh9wvymEY9mu4XxQCUg0noHA8LmIpAIirije0O3E95ORtqNTs2mBU0zOks0VCFhCHEiDrq0sNSuwXCcJ26324gSuTuaKWqAcW6AbsyF7fnMtw7dd5S6jyhg5vtOLtCSziCMPrOKQkYW6ST7isD8UOrKaEVEZ9jcoPAWBJG7z8+/v3iVxzf8sf++/B0LwznHNd/7IYd5vbug44cV/Aii5VgSLINtMY5l+e/dJRL4iRkUpjeGwHQ6iF8EkO6dgl9KhB/AqOBCLQhwSBTmDctgrfnd54Gk59MwNvNwYmSeB1gmry9NE4tMp66JJh97VB6JiEi94K4910GRL6eeT1YLy509hVShdOD3neyS0JeYcypvJ0GHxzX38VhXozxHTvAc6J2pEgk4ALzH4S0AExi7X9/HudfN4U0bxP2+GUI+f5ax9vYRlmfssQPfpXFJ6AYJcPZwcJXpZvuG4FgDZ0Zr4nw7WZEDFBkAks4JwOgH20ILEBR0zp8E6tYNPC2e5aUWoF5JFs/Sj+u/+bpgjgdJ7r8z3c6CMZUQQVmqlATwMNo9RcRTKDs3svMzZs58fK5EGl++PjbqNFBi/cmxP/ant3t+fvduXTYm6EztorL090xZaug0tEYVL9ogALuAejKCszU6MtbJ3vmZD7KuczxP/R4Aoas2neR8rvwZqiHra6NpBAMwCuPcnHZDETr0ag7toSWYNkSmsoFRd6YzEfw4jnOWTRegREJc2l/qiioOgOlFyTQa+2KMV9otvN8eTlkPQCfBMmon6XiUrBw2D7ZVA4Cz8fu958Y6U+RyPDoASVsqmTc6x1wUAUnQx6NSTvpu67ECQ8M+NIL3FKXmmM924Xfi7wTyAujTyipkpRfs2CCyjeCbQKDRRr33Kaq96LoxzS/Kodu4HMZaBUCgcIuqeMiACNkL0HTLAa+Z+udjD+efFEMWSYdZYm+MCLsQpMvACXfRDtFtjFOPhmT13wgypoB3Z+QcwGDDZUZC7w3ncQCgfoskAGj5/Bh+BreKsPYs07/YjiZTliI37czGmZXsgApD647eDNgCcIp96I5VnWNKGQOKFr+zIRmQSn2weLZ43U0gwW6a3/g7fAR41FvHcTQcR8e+MwXpPCvM6PgSxMv5E+XmTaAyg3XmDulEm0UU5mSMJGCU7KLUVKuVDCOCwgbvHc0bSnGg32DmOLvhPDrOW8O275AeQKQVvn90XPYnGOgrmgHFCOS0GFcNNbbkGHvAALOykE/OuJpMzeGLKlplAM191WmTABQz5Rq0NUWYLR7rlgADsETDAL35HsWavXBsrlKbIo7eTwzGjvdxvlI54iWeI+cnpMADEE4yBJcTmfbB6HbuXypZodKx7xVXZUElKcC+V1yed7g7St2G7cKKmEG2KAXQYFQiq6RWlG1nQAQO1SXlH4KqGqYcZRE00x/DxiIQL3CNAFLa+A487R1PVaFW0UsdldeO48SuFdtWgVpJRFem61lrQC1cKQSQNP6t43IhC6sH0NzhMUYrujOARjCdtggAnOeBS98hasFYBeC0RydGEizqnv5UBuinv21B+Li1Ey+vV7y8vuJ6u+L1OPHH44brceD2+gJ/fQXaiT8X9eivAR5NUGHk+UY0IgfgHTuBXwpDh53R3UgBTJGutDqWzYFHVHRYjEAfBvm905Eby3BTwrC4c7qHAS0QC9MsgaMwsk18PkPa+rloxMAe5eKHJ/19DXbva2H5/c5+j1d9pNHo2NyHiGUsyLl9u7OSgEcuqfcGWMdWC129UrlQdqageXcI5oJBarQwym6CoobL8xPOo6H32zDO3UkzdA0aZd2CIs17u+w7yrYPdB4iM3tKCON4OmCSEbVFIyM2ax/O4Op4Lm33zr/y8He2z6Mri2jrO98/7YZH6/Hhe4/38N57QBrG9+/68p832kFf+vvxnCLvXu/e8v3CQzyeawBHwzMN4/rR2bs/hqEOAXTOb7c/z0L1Y46kt5pGBPZhXRqbKMLAi+9lrros81yU7CXzOEcye8A10EL0rgipseiGfotqDpedaU05ltsJbJeHQRl/6PKvT8f47oLzS+GkK4FiGO5EjBP8ea9Pxmf4fAzd6wQHFAswtDqzwAzBLK/5sm5/aezkeHkPOJkL9XKdvIQvP/liAiMP7Zf/royjvD8H1xcXAhsl7zlekwpsAuAjAaTWMFbmBEjWHyiBwR5Gji23VcJRTX51GIXrnvNmXUuGkykBu3VOrmvJ8tW7c+Q5s/1VeDMSmkya9+Qhuu5A2TDGmMV4KU4grB1xjng9gSjR+VyIa6zBLZH52fcqyuUiuDwSAQ+b3WeMPPJ0MhbrNN5rVCXzMJDXFOEs3z1SmoQU/F+CaPbUOVp/IsoOGUEWXyrQ8XtyZ0N5FL3IKTXYOAEcpXYQn52AgSLIZa2jnyf1jcz4WmwdRRXYIqUogIwynB4yyJPHgvx8/EuHzu91ptIBQu4ydBZbsswGGxgR6Ze7doo/YgqxPawbemhGIIGxScoa4EC2m0pBKTanTMyPZLUM28sddyDn0kfDJonzW7QNkA6uLPZrGnEh8qyGfhqAPgS6a63jWVUEvbewPZZ5ETasKkJmIe8lWzOnVuirTAM1xHxZFtw6U2mI6QagZMZIvweQY4YeoJwDQBeoWmgo3bethPZRip+7x96x7hXZB4px33fmcYztbAOzkEUQFmZhNnSNJS3tCodrnZmzy1zooXeUleLmmFm2lrgtltpWaFa6iwwJO87QbQKgGtkUTA1FOM3Dl33YiyXbJnskS2/nPSRwiZWd9Hf/SEZMmu18ketHa50ssfxfANuUxeAa0r2zL6SMdWts1Ystkeu+w4EaWknWYy1gloSA2lSpK8PfFWdz+HlC+gkM/4g6lir53bAJtWBXZdUwvfAcudAKEHxLXguA+AZxpofOEWHhC4MVQYe/xjGQVR05DsIOBcFSs0lcGIFztzGeOb251pTg02Yq98Q4GTQ3N66PyzJaVEcwIG4GbllNjT9rheu53mAQGYoIMNJoHfu2Y6uVLEw4ai247BtsEftP+yQrHNetotSG0kN0XBV1q9gqAWgGE06IkVPpThZWEYFWjXiWDL+b8uOIvSTtn/SZHUUaFNSVKvLMcdM453uhkHcJXVMRRPCK8zfTidPE662jk6LI1DSEf1AErXey3cSGZltDYgjCYAwmg5rfjfuM/dviJ7XDBuXRc2zzx2KOnWdDOzuF43tDaw29NfoZb4qU/emOnwwe/eVf/Mf41d/7LX71m18DmJuwRlqEeBkpWY+mW1K1OA4owJzRgwRKxgCe32Knjo3jCwahCKs4yHQY+U9sITbLgq6OY+wRdwbvcK3DtrhzndKge3SYBG+rhY0Gir/vrnH/twrz3qECGdory7nT+Y1v86lscSx8GKC1VEhvgRTTCOyto4tHWlmBO+l9WiQcGEBR8fQV9V2oiG9hRHaKp5WCbd+wXTbUfccWG0W97NBtiw0iDLhwxh3kA2X1APaNYorohkZSGHcPXgm4zM6G+kEy0ii5tnTpCtI8fl/kTfW79b3ZiV8+3ntXHt93ANmej9/P+x33J3ffHfe3PMd782v9vD88lwPTIBuGKN2M9Zx3zfM4vh9eTwPhF3OE8T3p0fdzlH8qtM7FG7GY52dz75RI7VKQx2rIaC0AM9jYq3QYtv24zeEnMgGkfoJ6QJj38wgexTmmA2nvL6Lrd/Oz+ROihGPnS8s3F460wpNBAmEq1ljTbGG2fOF6s6HjPdyPk/sbnf+KP1D//f5z6zjKkMvdZ99pjJUJNPpaEDzx+Hjl+lZBACnTsppT50kLcCkYaV2IdpQexhUWw0QItgHzs3lbYThy418oAuvcnWIPGEh2ehspEpvPctfWD+0/xkj2f5yHXieGqHeZYD7HR+fzQkIPL9pCHfAQ5U220khj82WPybU7/83u4zo+P/O4kqzjep7DLfd8vseUrBbshghwKNNf1B2nhM5JpJOKgJo4ReFZ0lhDmBUnzl/A0jSiuytwFG03HKdciwY5LMdxlEr3WNXi5UwyCGgGsyBAXvN+WlprsNtJZxlrRL1EtxU4ThC4yDLW834zHY6aUxNEmILFcz9yQWjG3M9WpgnLaAc+Z96sz6Fxt7cA8CwFcr+WcUqsa8Zo8MjkrKFFtIYU87PLvMuTcdG/Czjke+NjqX2Z6ZTDPsnzMmUjp0jvhtI73FmRVk0I7Dzuy5I2E8WitazORnwomedxb7mXDWeplgCcLErIF2Q1NRFDO08UZRVDCBl6n/tn9q2kppBBxCB1ivzkfQ3gKN8oBb5oHs1BF23loeFijt5SBybALInoPI1FmPWwU0cOU+zP4YSnjSK0eYdkRQBHUxtyBriy1+eSaYMZlPubnSf3eC2UhxBjM+sMWosYFLM9RrvETzbInYD6cJrX/Q/4/e/+Ev/f//gv3pzr78yxAOHr9BEgUi7nejZEy5FjVsjEG/NFgLCdUgLFC0EBBJDCdbITvJTMJWAfiTYACpECLRtKcfjGwNnL62fYSQa39w7AUCLTQqK0vMAjRayg7hWX7QmwC0HYmF8uHkxX6sIBgAorhOWemG1gsT7O7T1AGQBeshVkjmEDpBSaHR5tpOEnxbwActVjFkrNlouLiMwQo2ASile7SxSjghnXMF5DI/NjZMyv4BUC+PI+mIi5FhYNrVsV1E0oESlAqQU1KpXl/p8i3RACd9tG24kqCgTUaylwkLWkHbStY93vJysj8t5ybMWe6rksRsDIJT7L14ucEAe2WnHZmPZ4XG/0gxuDKMyWnLaWmUUW/iSQWARbjvM2zDYpXMcSPCJ4mBI+zGQokZrfWiPwpwvwHh1L/bdMVZ4gYmqwjbmDxTdORpJHsDydkp/BD/vJ4NG//b/5N9DOhv/av/TfQo/G7WeDblE9oRZkJajcGLOh5qSahud9tGmJ/s9PAFgWotVRSYc3X0pjVOd3RaYRkvpJsk6xuF5G24Ccu3Z/rccjNq9ps8jItZysjPup/NY7Xx8zr68QnXnkEEBqlHW1yPFGRGw1Ss6WAjfSsh2G7p3G9tHQz8bc8AyIj4UxjHgVFFFGKl1wXG9cqGoJYUfHcSUQVbaKshWUrWJ/umC7XGBw3I4Tez5f+p+RkeG5emRkQBWiGRUni8LzPUm22F3DjO8/upPrH2k0DPvlnUaXx++NE8kX++WOCffex+5OuAgzPrztd5/1pV0ePutxFpl3e/f6e8/wzi29eVaf333v+zS0Y/Oe1uk0xoYRf3++X9Lx6eUVt9uBrz4+z2hKHHeAsgApYse5tBh6woiqCVCkQI1VfcwdrSUz8P7cWjScK0SqboeYzTYKRwuI3T57Z11fBmvG7wfN488KiK0OuTtwHLzO84X3mI6/Lp9f+vY+fBifGyyY5XhYc8e/37c+Li2f0//dz99PjHit4Q6yH2PNJrbs0abJnNqEoI+30IJCnGMHLsK0tai0MhhezcG8vEgVjDSMQScaa0O2uVBPIVPaEuxNTSmR2YYrwIP8zLI6jH5Z+zL7J9pWMPswLdWc2IOpsoyzzMOXwtQ8LWyfUvmaOYa16j4T6MVC28pBazCaxZ3tPKrOCZluYegOUMuWcZ337Ms9ZzM4x5xQGZlrSieDjimfgJ0N3WXosIjQpjCj0U7CnYcj6HCd9kQpBVPo/jEI9fMcw7jLOSrzz6xgtTKMckT4nSGT+ja0Z7L4hzvFslURLCHFOpWE1jWAZGXGtVQIuo191eFRQW04GUpxZTh13azbYHloYdWq6+2GslWm+8p0oDXYLHcgSYztLF7yuJHeM1gnc8F6hw1tn8d2Rdhgfnc+ASPuuacBby432z2hpTHNY9xkCfb4bEbdRTUEbNnWbblGnJjsjFphKcLcLbQf2bYJpCCeEQK2a5wfCnRYFCRZn4vfZ5WycTkKUA/WEZgiEm2jIVotRmmC56cP2PcNx3niuB3B/qrcw2xG1j00/uiXpP09QfFRin30w2Tv5nda6+jN7uMAQ6MqHCnrqIU6Q/1sd4DYNIHTLpyaTho5aemgJr89g5HU/poOPDzxfp41+zNTTBBMhlIojmwu6EYB7EuaBus29TCgStEAT+7tTSnh0Lrj//J/+rfxf/i3/k38nT3c0Y+G4zhxu56oVbHtBVur1IQpyUqKVcxB/2JJz63bzkpfqjEWELIaFNn3IsGoCxt50ICAzFogwF0A6VBhunbZOC5qKWivLzBVeD9DMJrsGbETdX/irOpMX/RglHgp1EfKMSzASIvGkoZWOlBugMmo0uiqkCtYrdGDUVvTUCEHVGIP57oW9oFpALxpfyqrF1e5N4nCDl+LGqzrVYJhuf96XGms+eJAKUMKRWuka2qopnnMrfQwhnko1HsSBtZaa3i6PMO74Thv2J4F24Vadd0Nf++bb3C8nstt37MPt73SXzUMDSOBYMu9sXKSpr8ONJSgsboJvEvILwbQ7MFWNoNB0PUy7Ian7cJ+gKKWgk1YLe5UEiOO2xUiyUajoJOWuTa7RJXl1vDrp2e8nNcIIBukeaTNKi5PF5gJzMnC9dBvY+W+HmuhUa/Ngn1nQLM+dNbufEZRqCyazANM0vGvezDWzO+GyZ/7+MngUR60fcPRcsdxnBzgqpEBERogeFhnHww6bgo5Yd/SOz0+pGWKf3nqHvmywYhMd2N1lB3MZxz5yDMSJZBhv0/RQH7zjeOdzpLIiHT01t44Ud/HxBhGYdjYklU2YCz7rRSSgxDJpME8KzYUoRFtrdHY6zfYeaK3E9bOSFtrEDecr1fqG3VGdbQULrQ60UtVhUSK6l42qAvO40QpLygbjTxFgSojVVoKbMBX9BlIU9elcnNS79IsCwUnQuCA1tHfonX64eHMuha8SVEB7oCjxwHimIh/+mc5AkQagH3a7H7ftxZ/r+Dh9/XjW4fk/nMy/pW8uQcAyfE4yFcdjLvPfc+VxlxYnI78zIpwc0GK8R6buLjTsAVA1Pzu23kBiK1UWn+cFb+443/0L/9r+Iv/5C/x3/3v/EuoUM6rAsDLbIPwFFIuBmMshkCh0EHjhxknUwdghloAC50ORuY9HH0aCipcm7w1iLI6G9JQyrSNLuNeAgHGAJceUlcmewaAV0B3AgTbC/D5IOBRNgIF8JmGZJHOlmlLCRRlKpLke8n+yyOAo8WZzWf9IoD0xUOW7yKmc7Lcktrk8/4AwCogDfADwAYKOy9tsAoFIxy88wpsO89tcSEtw0lh2+YNTLYA26oHA6fFPdb5XBKsndTygRKU8h1pnt176nEtLWDpl3xdMUunyvwcJNp/OVagQZc+M8yxsfZXinfDaHCO/n7s1+jPIfIYYyWZahaAmyrbwOMzvS+neQDzenw+nS8DWKFIhpEPPYGemlHpdQb70QkA9d7gcGwSTCQztA4UDRaMTN04c0fZFSaKfj1xux24XW/48PEZ21bw+9//ARmlVREU3fFzH5lelmzQ+GPqKWABMN4cE1iSXKfCqU3g0JFpMVHOPgxKlnu2YSuJswfb2UYVO6askw2wl42pYQnqxTpiDljrsMZ0ggLB9fWG1+sNddtpR2ycp62n4UxjfGSQCuhMRbBqsJryKb2/2QPXfWv8jcfdFu+sQZxb3ahH8d63hlhpAA6cVdkmGqlVCQZwIpuxvPVID4uIdTHFGf08BKJ7g3tDKawmltpWUIGiBpAxxbEBMgQcigIyeliJ6cG2SIdOWe4cHvuN693yTNAonFKl42UBIr2+vuLz5xe01iAuuL3c8NXXO/ayoy+pfsnkoZY328GC86YAWjuR5cEl9KP4ZVqI3iiEPaPqFLWuklpZtFG6O6x11I1roZ0tQIMIvqYdE8873GwN51zSDkpT3CF1NobHWmZuUBDYc1HY2eP+wxEDsxZKKXCJynmhU1OKDn9jDKeHYUeR+D623nVf+0Wxs/8mhxlwNBy3E9t2YLsVtAvn7tkaztOgpUOakm0jgJ5kXlzCt2ottIjGdhJjShF6kw1FAXSBF0MNOs0E4cNv0w1aG26vTMk1i0BIAz7++jeQziJCbh39bLheX3GpFzx9+AqiBc0oOXhrDa+fP8OlYt+3Of8FY+6TosRxntsnPNeNqH62M5Ojt4bWHCLfojfHk34NScFkcI7nmC61DB85DxcyBfMgoJP2/DrJEyxd0snHuh731pxvF6CIBcAcbJ2AnweALhr6oAWlbMG6Sx+Q96ABzokWXPYdrgftY2VRp20ruN1uvGshJan3hh57UtEtyOIy5t55GFicRFCFAQ0zZwDO6KtqFOMyBQqjFARvHPRGhdp9m50Qj33t5RtWQas3nHbisu/49TffwKzj5dMLbrcbzAwfPlDouw5gpo89QUHf/nZ9JeDeDtyur7heX3G0A0UL/ul/9E+hbgXX19fRp80MLy9XVgTcKefSesftONGg2HbaJYlpuM3UNrcTL6+v6K0P23lNpZ5C20BvjnacOI4WFYO/6CX/SY6/Jng0Bz/6fepKRim6d2i5vDGKRkM8njHPsTi+4zvAFKMKEW63e2eWnZ22+eIA437x9uW/OTFUBB0Gs3O4z1rrMNzGN+LvQVH9wuYwn2XcxheMw4c2sEQh3xqT6fSKOMxPiHX0dqC1V/TzBjsOWD8gYYi5GYXFVIfBA1F0BwQFz89PaKWjo9+lNwmArRY0rWg4YHYGSUiCPEQnxVXgReBawvAhkyPFr33Q9ZfqOvkgyki4Z4pFbCBI4OkBOOLxFlCaDRfmd17CfPjlAHNWiYFMo3Wg7atz+tc53gE81/t69ytYxtMyhr40LzK6OnS2vnAp2itLWsC9RRmMMM5XjSjc21vsBPtG1Rjepwgdh1H0PsaM/qiR/ec7NCNdj8dYhJeXBEiAiEDyO08TA0l0CvLzdY7tufmnyGcj9uGJlyiAGk52fhcLIEOnAkeUV3eAQMjcPInwBpAgUTEs1x9HsAtsrE+DUVIrhZzXh87XS6RqtXcG6QroIM6vC/C0rK9D/wfxfKllluiJ+WjDMX0XkH6NZpNWEmCEh6bTSLsSAiRhPBD88AA/+j2LR+I+0uByBBtpXUPiHM0COBFgj3ut+wTXxrMKP9fWTTrAqAQCMm0MhQan+T3qPQCmuNeS4FD0XQmwKtMKM4VwsNJsnme0X/xdooJaUj/zSPAJHTidqZRAAI4bcOT7ca524/M/XYDrDTgPAAFalgCfPJ4t1+qx3ykgOd5iXJ8Bio5p4uP3FAEeYFJQv7eaOg1LFRgIvio7zvNE7wf6ceJ8uaK7ofUDIoKvv/4V3B23G9mz9sig+xmO3B3mmhnpO0hR6ccvyB0gIsBMZXjn7Jz2BmsGdUNRrjV2xrhuJ/xkAKnUQmZXp9PFlJ9g02xlakdRgTyiuiyXncygdoQ4aTdcPjA1UlQjvb+gw9G8wztZOQaHloqiZaSy55Hp2lyH6IStaRS57yTQJrFxJ10/0xT53jIn0sdPMy0i/+6Gdjpq0Vittmxh7mpCoEADdBKxaN/osZEetfSuFqhWmJPJQIBHUes2wBFvLZzjqF4EOnBFgVI2dOvo5yijAxEh8CeLbS0EgmotlCVAMvsF1NuQ0L+MuZfpduF4W+/49OmAqtKhqQV2Gj58eIZAcbY20rfpOAbLQ8B+EYNrjGdRtNYYtS/K+7RgPSECyDq1X+7MYwkb0qfNkkfVCg+gh3YPgEVYTiItb1aZY99bgOMMJlOzqG6XGA2R7tINjgYNuYYa4uGpKTmnX+p1CvWQKu5YcSMV3jGyIcwNF5SwjQyLKEZ2QOANP/969Dc7DLgdaHvFrRaUqthvFU/HE2ppaOeBWgQW2i/uZG40nZUGuzVIp61u3aHqsKqwM1g42OBYCsU4AQsF2Y4U4OZ8tX5FLQKVS+gaMfjRbkEusML5K4LtqQBoQH2mPqsotDu0dUipUK24WB2AobuNtNe0SZINmXbLlCywYQIMPSIvUDVc+7eAEpBhmtYGkYL+GnpyaduMeW5Mv9Jk7UTbAFyXeRFIAJwUZBNAmN43dPWAMQ5V2Yal0jbzJuM509/mnANZe845V7SQ+elA0YLnD08kMJ8dW1VkSEyD/Ve2MtivTJUrMbVm+jBfK8gCVm4nzBRFG9vBSojmC+pWw4xyVuiETyH9WuCnw5Q2YT6vJoBWuOZXXKD9AjmAozdocVwuG663K87bibY1gngezNLYDwTMyEEBXj/9ER/K16hV8fzhCaUqtlvB2Q/84Xe/w/NHAkT7Zce+72hm+PTpFb2d6EZmrqjT7e0cOyqC8zxw3A603PtAFul+ueDFXrmuAmhmKKXg9nrDH//4h1GwrLWG2/UKHCfttr+RI/vTj78WeDRyjUWQJavXDf1ukRwDef5nUlslgJipU3L3+MvGme8NtpFMw2zck/kQ5Bufu7uf6Syr6OicnkhtYKwOwINO9u59LKBSPtu4whqdGM/8447VKc/reWw+I9rhDvGTBmM/4a1T06BFxbUEj/qJqjXKpjKKdrYDBkXZNHwXTjB1Mm88SiLWfcP+tAHWcR7OxXtToEZp3hqCrBFVq65wkJI4FjDNqH04WAqkGCu1mTonbIJGzih4ajHYWLC/Z0qknTgHFxKPH37puo+vztYyfha382/vCKPpwW7CSqXO3F5ZxpXk/X3xtD421pyDq0T4Izj7eL5SImc2No102jj+ZXxrgnmLwYTZTo57o+qXctzhHjFPp9YI8N5oyg0fy9f4xr15K+nMKzfA8Z738R0D1w5SnBWyNTrd7SUvRpAAJf4Fq2tktMmmwRnq34D2CcDMm+b1x1q0PNdIkVsmQDqgGu8nmLVpOPjfs/EUZWRDbIJO6xh9WB/fHLL+KEGiGPvwBEb6vEdgplrNhTWYMiBo1CN0KBIaRQuAsYJSbnw+s9m2q5ByXh8SbK005BIYys9EG51HrB8JpH3hebPcnyygYVTUoB5RVEe7BRiVa2Uak2/OGf0/DNp8Pe7TnFXbuHnxM92ArvN+b8Y2RTzPOn8t2rbEM3ePwFBwDUoNVhUmEyqTZ3LSral7AMduLsJBQ+nthIvBeqN+UaZit/nM3Yz3jojIxesHTrTWcRwHrLcocrfhw4cPKPsW5zM6waWi/gLWp7vUGb5C9tBgo919OMASAh0re/RNYGGYIBnVLcHM6xAhs7T1A+dxwwfdUeE4mw09KUY2O7oKpBi8AjLA88XhbjYYf2R3C8q2YVPFVgq8cj1wYdjBkbZVMME96ZPLHresHxJrbEtx7tRFCvRdXLmMBWAwbEAnYNEztUSirQPxSGDAHQMMEGF1nlIqalFWe7No4VKg20bwDRms0YidyLgGp5pBjPOC1dAU3n3oOqlOprzFutF6n/t2PDvJejbSxXrcbykFu1QKoQY4X4pg27ZguEiUH3e4Fmg4aemD+kh1nft/KQWt9RA4d2yieL5ccD0OnMeBbd9G++a2N5ZjiZrAcf8nOuoWVeM8U3F8MKmSFaTBnkzSJJmEE4ATAOq0FUu+LqwQaOEoWheYdhRZfIxY/3rrZEBFoDeXeJEjmA3RVjGerXeYOdQMNaL/Y7xnupwny+9xi3svuDc/fyKYhaUEuU5mWpbbok/yd/ywE7jdcCtkb+97we24QAPYLFtB7ZXlw83QhdUWmzWoVlRwnLR+omgPHxDokQ6bQUpqrUUFsWUwl5qspQLvZCfTrAt7yR3f/tURJoag7BeKMsNhxxWyXeB1D+DV4dKxuaDDmbIYgQ8zar4yPZN7lwQoWzJOZ8naTzuQc6eKopdC/d+QP9FR0TcC6k/A6Z3zWDT8phIB/wBkQvcjbfUMbhL4mXtLFx9Vrrn9BgisTAXUUiKtUtFNBmiVQto55w2AqkOrwZpAiqBoHaxVhw+h/69/8zX+8O2BbgcuT0+4Xm/47ttvAZRYE9kmqoLLZceBE2u1SwjtLTcWulChX+NhzhQBMx9cIJ1zi9J0kcrcDhj6MIvIOGJRgufy9WAfp60kAjIS1SDi+PrrD7hdr/juu9/hu++A3/72N3j++AGvzWEWAGBkInz19a9wHDcULdj2isvTBvcnnO2G3//hj+ifDjw/P6FWQe/sk8tlw/X1hvM8qLWsZLTt2w4zsvdIanAUZQVA3qjhdr3h22+/xdkajt7w7Xef8HJ9xe08YW743e/+iM/9ilMj4PBnZhzl8ddjHklQw0Si45Cay+HQ++PHMZ3beHFUoYnvpB3uPoXGFlhmiuRhXnu5AEu9gulfafx4RnnSfMnzzX/v7PS4z+F79jXicO8nDKDn0Yl6BAx+4n4xI61x6vTrLNshIi/WmbJ2npGaZsgoW0EADDLV+ZmRorAe7WOk2CINtogSuDm2UljieiNdfds2qFDfvlBIAWY0bGqlCKNBwogp4+YVAQ5FxHEKasc9xeemKTF/3oAuS+vPXvHZB8sYe+gOyPLfx0+Nr30PYPPF40tO8xeBoy9c5mEcrQCsLJ8Z9/+OEcPneNRIWO8tGyP537J8joaTFrI1zHX2i8zrPQ7lX7IxlKWGia+s/eRvxsHUPIoEyIwUZruuT65z7I526QbpgtIABHCETscH3oDLCQQtfqBUgnvHaozhByBIHn4cQK/AfgEQGkc92CZ1C2ZOgCkhCDqe/Y6RslzrsR/zvRwjDp4z0y9GWwIDABLh83Qn2FR13u/dOWSCNwNUeARDENV8JACQSAMLSvQEkEBmFYCpjTAd1cHa6W1uAog+8Nh0xv3FfVh80dvslwSRDGRzlELEfS4eHBgWWlNFubM6eJ4WOgD95H0L12bmQW7sp3UtK2WCO6Jzc817zLS/HDP5DNbB0GCukBJtKxhMqPTkxv6bbfVwjfDESIIShErkQ19Jeub362+CmR79neVnzUKjJPTt8hmMrAyAGgSSf0f+Rwapaq0wc2y1Yt823I7bBIxau1sftYR+xC/hiC5gs9BYWtdOtkOMpFz7V2f1nWV2rlBxjqFBZVMyK8CoWz8ArcTyIm2MbZ6BHAc1H2baGhBMmUh9k+wHAJsWSK0jBciFjNR1v5BSmDaV4E46KvFsvth5M806/+aJMqgxdHgi0JH37ba00bAnALjMawF0QIaJENqcpRBwMwlHUqgLVNiWDiHDyiPwMKL04y7B1Lzg4uaSlt2d7eAyUisk4JAAAQAASURBVLdGf0sETRFpW7m3C+eGBKPVz3M4jXWrqFGAQRHpbgk2AjDrBF0dQ3cm7Y20g4umEDSFWrdtQ2kNze5Kkox+yHtd35lrtgVTns/HFEkPPaiI/gcjgbgTwcFS6ES5A+jUFkytnEBN2VaWfa1ovUOLDMHrdHg9AgTeg0UntITIwjJISebDZMyqKHTbsOqV3s0rN7hJZBTft8UcYMvnwfmb188bVGEp8gTC//f/u38D//6/+++8c8W/Y0eAYqUK6kZ783a9QRXYt4pt39C3DrNCUFQ4NiyYX0WVexFhAIIvRkHk3k++amTHBVclqojleNZhxmz7hkw9BTD2rg9ff83gvxmZetsGh+D12z9g2y6QrQKiKAbo2XDthq9qGYLUZgxMuUymy5DXSEAYOV5lgMue9gUc8LjPqFJG5iV/HATAKKUiY52W0H8lk1PD7FDIXoCD9ohoCsXPuV+KsCIackuW0O3KFFwCp90djhrpyjqZn/mdkcZpUWGRPqMgCCKh60l2MIGa3hiwKAKctwOXp2dsew3gl1InAsG2VWRWSraVCdcEDFtAMZAsERQPADGYjenPqigaCqowuMXM/VhfRMkYDPOTYJVDyqwcCghJ/RosMzDYIgAusUZSKFzx+eUF9cMHnDhxHgda4xpWN8W2bXi6bOi9o/eG6/WK4zwhtWCrirMEKQKOUhSiBUeIw2d1QosqqkWA23Hg5XbFt3/8Dq/XK27Hgetx4toOaFE81Wec7cCvvv4Iuwna+QJYMOreXc3+tMdfj3kU/5k0L0kcidRWo87NG3AFGI7JHUNH7z8ygIIsd5avSxhIMYnX+9Fh6Pf0Ge9v2Nc/coxOR+jdlKFxXYzNZ5xlcebzwwkY5KL3U48R8cjfPY07xKbK6gHeG9lGvcOtURTOmPeZmhLizs9Kh1bmmVMHwtHPA6+9QS8bdKPgW5XUKGDjbdsGec6N2EMMnZWqdDFMpCpkqxR7THG4bLThZGMOmtEHWVEh3hTAZREGTaG02QE/uT3XKw4zYHGMx33+lGMZd8Mve3CoH4GjLx13IOiIqmV3TxbSHTNp/fvhfsZzptEs8oWKa/ze+vx36W6LYzo+k0b/ulG/Ma5+GQcdDh9AznCIEi9I8EIfZmmuTfn9sZDEc1pGfrjRZRUldzBV0hlJ5fByAgXNyRwqNivJjMVitutwxEMyh3oXc2zwpHE/omSBFJ3f544HWuo+r9E7AY+tY6QUjVQwzM/e3dcypvL5x73j/jOLAUJQJ1PIlvcStAjgeUYZ3mE8ZTpfMoCsAbeD57gdvA/XASzcAVxLV41Ff4BG0W75PN3m64YMrcU1+zBwMz2R/W9AU4JAGmycQmM6rBEMraK0XsLJpIUTP9l+Cj5Pphmuz8+ByhsTBRlMy9wbm/Dy3GbLepYPlZ9fPpt9k+Mo+8hy/zDANCKrmP2R5xrniMjRWPByXKx75fxdIJFe53SArcFM5hqnSn2D5ZEQBrCWgq1uuN1uKEWxh+Nwu92YymYd+/MTkgGhX3AO/9xHCcHcZKA4gKllNud4mrVzH/D5muA+CLUAMHDaPhwyMgh3BEkKHdjbjQZ4XlowAXPnC2RlcPUzM9RgGGquN5CwH3Q8U2oyGMgAckEwYzSMch32W4IZbul88Zj6F/lYvgxjGvaj3toCrMGmDTmHtizb6d0oyquNtIZSCorfazPxmMCsiACFNs3Up2DPlGjDdU9OO3Hts5FyjrSF5o7jZovotIdTF+BWsGY0QJjUWaJWUp/jI/Zph8GC/VTq1EAyd7QAWOfwmW1XS6TqyFR/uj+GETAqHA3/ODoq+4SaKMks0OETANyqSqS5pS0LCSHjkfrtgxk15otaZPbacOS5B/qYPgTYom2dYJS7R+hyqVwXTjx0aocM29J9LJPDJp0tlhdd1jXu34K0yxCpejkOk2UBiCj+w3/y/8Lvf/dX+P+Lw4V7nRe400HmMiGjqtS6rgHsvy3BvOi/kV4Ve3KLcV29oEfakegGF5s26XLmsm0YukRjbwQuHz6ONVKVYALA+yxlg5RCwNsBHA2tnbikhpY7JNiw0icTc6gM5NVzf0lb3GysdYj5qqoQzxLuoZUWuj6QZFQlOB3A0lhL5nhzCFBDm8upsytOkfyt7FBhFslaTVxEsBWOx9bO0Jraoi3iWCuYxfocCCwAp4auVqRxJAiCtCheXr6F2wGBoZ8E/fZasVWyOptRy7BE38pG4W0JUMZjTLx8vgKRqptuBiS9wEJmojiDGBJGpgCQStzEHb1RcH8AYMXCtg/tMiVLbvjx8bzbxhT+6+2K6/XAhw9Y9tYwe1zgHSiycax3C8UEglGXp8sofNHOBjtOoCieLk8BktNu1xKA3rVx/6mK3kDdZKPu4O12xafvPuH19TWoV9x6L087tn1Hc0f7RJbo7huKE5z+ueycvxZ4NDZyYyWiXATGxqk6nVb3iDJyAb57UE+a7Nz05xXufQDmt8+FHncb/rT17w2re5bB+ns6kuPvuP/3jrlJy8Pr77TL+P0nAEjD3pYwGHkmZnJFPjuI/FpnZMTaOS9onFywDvSO7pFD6R2GM7RX6rD3Xl9f0eB48mdsfqGYYt1iQY2qCLXiqVZsm+Lzp8/Y9g1l31D3DbrVyAcvFMIMxsqoQCCKoV97598IUoiWY0LzwcOgJdovQsrniCD+uFZ8eyz7/DvNPT8wVq0f11XLPnVnUP0Qy2yMvxUEihzhVN1/V+g6xp7EirZqej3+e5fDP+becg8r6CoP43oxxsfnY7KM9Elk6oD9tDH+5zyGE8KIZOo8DZ871wW/7/oxXIZznwM4BmGLjTctiRCA5Tl7OCUaNmk4DdZn6lCKUbNkRMzfBFCEzKGiwPVYGAJx7WSrZHqTAcOpX4gm3CXjvIjPJIgiFqLJev86O/TtRBtjSfi9BLHcJxMpx4/7fJZkE6WTPACucF/X8zxeNEE0Ac/TGrV3egvpAUkLBvdRh+X+EyQaYFuZ95lAjsl8tvj6EH8e6YoBjmD5aTvgnWygAjKs0gmRBkgNLaa23EMw0LKTxgbk877Gcy/3hPmV0R+jT78w7zJlZR3Yo5llsody8UqaSvZp74CX5fPL+vCY6jbWjZXplO0v8xaFeygKjWCA+jxuBWoN5hGkcEU/Q3Q2mAw8IY34E4I//OH3EMgdTb9blD+PeW6ezvDPf5Ra5noU4z3XTI9F6FGLje8lq2aCERjrWIIY01ng9Jvzjnt9iP3qvIfxIwBch3xaM459A1OoTBVVBRUB7ISOYCl0isx6MI6AHilXpik4LAP4GHZXCJ+z4B7H4Aq4lEjH+v+x9y8x1iXLmiD0mbmvtXdE/I/M87iPLrqKBjFgwggxQUJCAiExqQEDBjCgkZggMUJIiBHMYEINa9ATYNAICTVNC2gkXkItQCUELaFCoiVQ3aKoe+955Mn8HxF7r+XuZgzMzN3Xjvj/zPPMvPfUOufPiNh7PXz5w9zsM7PPAAcWXC8YxjysapAeOsl/GecC9rN51HgH4KbDACvnZpOQXerTVzv3Uuy15EA9VTmIC8AAgxTyHKFvjv+O5T3v236uj0VPqw6S+JSMuDbnZ9eKOw8jkitq0N7SRvSlL+LE1eG9P+5zy7Igqa2hA/DbjdhDx9k7Tx+qG7KRkpZ4AHShazBglXqTVXmqtfXI4KhCFylCFqUSBOroSpU0cYoLBIzT+3nYH4Fxj+fO/Q/26A4RB0ptLpJHQokafUNEQyDWlfo86q/tepmvQJUGdYbomO9zyiLPY/83/VAA1bjPyqaQ1Qr5LMki47JHmsT+EduAyABgYnsKFWo4+GxcGhSlSOdi0+j77uARQAPQZURUoj0RSOu5T3KbF2Zr3L0ORxC7nAOQDFhNzYgq1SOVGYokwW9ocjIAWGu/OYvUI4hMTXPrLTHYKUNImgPARjQNTn6WgNXaY5xwSweoB1DmZNkgaIZVNStWGIlJLdIrZ6+PYSm51jYHyF33NW6cDctK4Lz2NYvJKo4gBVJLsZJq65AS9Yg642gz8Ofp8g1a2+xNagMpcHdewdkKAkR0U5cVnL2Efe6yS0SxbzsaweEk7Sph7GsMixxSYkgY+WxrVMTBe3bwKNYZm27a51ny9R+6TnPnQUrI62IRP08XfPHWIjJrMbthXRjLeoY09WIJ2eweD+KoFUhn4/OrtWKvFk2k1XiUzDkQzo9wvDd7NhitALI31FIBAa7XDfu2Y1ky8mlFXjLWWqHZgMHy9ITWqqfCtR7EMQDUP+zxG4FHdS/YLlekxSp0ARgDFxsPbMCkczQcIz2EQi9/vmEFER0Q+r92YfRtR1c4J+AIfmm/OnTn+TqgG+c3lx2V9/n7WyP+hZvfPud5g7Wf1TkHVH2DM2xavZ8s/3YB0hsQXUwxldwrqmizdDJqFVoLEhJqu6KW3bw+ywm1VOz7BlqWntcJsOW8VkGrzSEdcgWUsS4L8mLKTHYkn5YMipBDJggYHKGak93ybKfAYv+IAaSRWuAoOKmFsH7nIwCW6XF97xon9bHwRyEirOjQ2O92dJxy/jCMMX8cze+PoQBTN7Q9WLK40qrTBnijbPR1Q/1m/fPehhvjYJ6b/frpu65wTc9ocz/4zef7W3h9gEe/Rof9AY9Q3DQqMjRBT82IqjBAN7IU8GhJM5yJRxlkogRo8oi+yTToBNIASfC+EDiHgu/pH60ixVjks/HlZHgUj09SLzXaU6FCA/YgInReDmAY+1NUZzfS/XOGWWgyVYJUjGd4W6fOmi2hIY86UMF97jwDLeZJEFp2RK/IzblxzMTPt+BRn99xTzHwqFbvuwVDs3Dguflq1AZg4mNKPoErAPIcMo+UCG7vAXgJsO/A0wacCDitAC/j/tXJHJfV3i1PoBnUnt0SkBx4Ie8HbaEF3YA6Pu7U7DkdOPKXvzEyh3CL73j83fvfnQfzmN0KwnjOlNJpz+MxP2r181bQsiCdjNvOjIZ2HLsONsnoizGZprGk8d7+noQEbuZtFU9FApkC1ao7SRxEMBoIM07/6p//FUDA/cMDXr16wGm16nf7XvH1V78CiJBPK87n0w8CPGqtdd2IPJKamC0qWOHEyYxfC4afQEFbwuJ7d7X0BVXDmlWRYHwY+2XzPWcq4azdv4vsUq+RQpKBpuxEt6YbROrnWL8qHhPU1TeLjMmLV1H1KBT1tC0RB/QjYpMMrGJVnO9OLkJcdooR1loKYurv3WJz9bUQ0TIv9Z1N93TI1gU8NVKTiUWggzwjlRLQSLV0UUyApTtNjghRT0dIbMGHkc7VG4De/i4N1clpI93SDcsA2tirRDLY0jTJjDdOTkAN2B7lER62LCtUWn+e8dm7MRZhXK6QMAW4Yxw1TNn4mEJfJpqqjU2yKGQJ0TSfqevZoWGFk5cJaNXGUEBY1nWKMJqncqThMOq2o9bSuaPysoDzVMEO8Ig20xP7/tWNxkgrpH7vsVbUC+1UbykfdHPThyzCpd+r62o0IkqBCaT2Pz0aLEBcwNKAoljl8/I3f5MPtTTrxKhLRiknSM2oJaNtio0rtCn4bCTNFkVmEUV7BTinHlUHQg/WjcwI25YbSikglz8Lu8PLZY1VmpYeNBu7jqqDf8upp3WFLkixz7nDj2GObtuzFWtNlk5UKxpZG3hZAXFCbVVoKYCoAaQeAW0cWmyVrcVADuQFiY1naI5M1NBZ/F2WlD1CKfe1EQBVBy3Z0k1LUQdVbW0EX23TK5aU0dqOh4cHA34aIMXWuGhDKTu2fQfnFWvI6nDARcodHOADkBYjJ1dy/kGXNwYcWd+sy4JWdkAVKVnVOm0CJEtFJEQqnd0/+ltd34218+btGwCK/fLYOdOkKYo2h+zI/azay7CoEkgsxU/FoheF20jpC1ssqr+GPg1YexJBqzlCTucVIsAvfvmV2zcWkZbU0uRrHc6akK9BD0IKlGtUlCRAssslQdka9utm6d2pgnND4oyUjZBctKFqhaJBpKLsBUoN57sFDw/3KNLQxMi3r2XHr755h3fv3qGUim2/Ypdqa6vJ0Mn+wMdvBB794//zP8Iv/+qv8J/9V/+LEDJFpbmRGiS+oOF5OB628bJPfqhCSdDU8+p7culvdvQIiVvwCDe2jv+nPyrOn4Gr6TvRY1jr5zwJiqiMBQDUNymd2ndoGzGslChGSDlnMCx8UpvA8uAjX7KCnVza+tuqqIXxpr2CUnXOAtuAqSn21tBqxcOrO6ynZOTZngfLZKF1mRjJ70dkoc0R/jkz+ocgVn85KxQkKFLQRMFYkNc7pLQYNwIYVmWN+4Z/u7GaMimf3W6jL8c40XG8Xjj/OD5AgC0Rsk03N5hD0p/PpWPMzbCPxrzo+fk39x3pmg5w+Pc9fH+6n3obm3sjyKNc1ElhDy0K4Gh8MJQo//vwfjfvY3rvKP18jOow7/IBeAkgBd+P4Pq2Izz9LG6E7g0RKg0o2IkcldQqB/ZoFzi/BSCyg3ixzR3hZZzkgz3J/yvmWXIFW8OQiMiklEa0i+JohANDwQ9Lhj1igGgAQrHGdar4RX1LRQeSyNaZa9Lo4M/8L/EoZ1/8PWaunBug8sXFdaOcIwCa+Ds27uiyRGaANn9/dfMttKR4diwcIuM0WhhYzkA+OVgRRIGOsJXiwJhXBMsLsCZAz15xyvPCdbN/BIAKsDY7L7shqYJ0vrN+D800GhNhqrVaFBb8HaS5HNQxFkroVeAST+9IXUabEq7Aabnt1NFfTfy+0xgEOh+fBVg3b27dxet9KVO/1gLXKp1Pqtr5d2fnVYhxFXSOJ1Xrj+aAZAxV23EkRCYH86Z5vMCAtZYNcBWyscpW6XRhBhfGXjbs16sBc61CIWgShjYgRdCk4k//9KdeqpzBi3l3rUy08fVR+mEZaiG/DawZn6mDCICDzZ6aEY6NkVbzmXv7edIC1FfUJsi+rxIFAm1lsKQIWrGUdzPyR4RYTKfEDCw+luuKxsZdwgCyyIg8aiNSJfhtFPauFere9gFwBDAEIud5iPlqgDel1CMCxaNQ4gjOoMSpe9NFxIGGT/fPwWEDS1tpApRSwOvaOT8ILprZiOyZkxlNDlgSGz9SeLlJJ/EtiiWtKNwgtXWATRUDEOKhC1tEFoOaAbZBuB36MLFxfbTWkBMDboBKc70PitXJngOQS5zQPJqvRVqgStdVz+cV1+sOgqeOcZTEtmWdU+rGI3ysRILfEnACIDO6afzTSfTE/BnRVPZ7dc4svl5xWk/IS8aSyIMYw+BWT3mySl22hXlpcGaUdkMur3DA2SpM5cXIhoGRThhtYTWZoy7PCQJQGrw1brckIoiPVyL2SJIpWtmf64PYSYRBAKfkURANyXXlOJpHs/6Q+SF/7UMLcFUUIlyWjLvzirwknJaEnD2CrgDMzaqnReGL8gY1FZij2KoGMhI0qUdR2MISFWhTqDac1+LG+tC3FQpkdR7/4dAkT90yjrzg6IPpVa1B8+I+laXr/D1g4GKTmVzGNBWUYhWsEsjkAnEvWMF5terDog5yq6k0xMCygJLzakl4qsjndAIhe2HVZMCyk94DwLZtaM3SuXlJSIs5vgoEa2ak9YwlGd8UM1lqGYDXb19ZuhNZWjGtjEaEX379FT4+PuHtF2+xntaeTpcWtnEBUFyWB5dS4gRaCftlB7T5ely6LQQFzuuCuhnfU14WMC4oWwGnBE6573ccvERSYKjcPJEISQW1Xax/aNhLiZPJ2KZdtYXLThOqVtBAU0OjBKpxsRjvMfm4TyCl2XTNAxTI7CoFXn/xBoqEb959wMPDa6ynM4jI9tK8WGSQb4nWantvRbPIL15AZEURSqtoreB63XB5egIRI+kDmhLaVtBSwvt373G5XsEgA0cXK56Szwk5L/j48REfnh6x1+bbiUK1ImfCvjfc391hvz5h//hoTk95ofjGH+D4zQizp8MGxNFSwDz4RL1UIzA8MqRuADN3fdsG4RYO+PZnPm+Dds/O5wT17TdzuKNOfx83RHQBpWpzcuYJNcMjTOsR3jo/y4If7Xv1/8b3fbO1XRGWqX3UG0dUiXllGQmEan0a7Yjd3En6RCzMmti4hCxDpWI5Z6RsHsFWraINiECiWDjDStQ2oDlB2RyxkBOwsNNdVNBVkDx8slJGQSizLiwZPt4JIKvYY6GYQQxngJF2RAfPUq1uj76J+CYeIM9sK8ccaTDvYcLIc5/HpT837vtrApfxvO79inu88A6HeRntoOHF66CrE6pBBzRDgKdmusIbwBYOt5zaNX03g0Z94o7JHfOesnlpq8yzc1zX55i3B3rkr/ghHP/z/92/g3/yT/85/lv/5f8CMpJxZz01tIVAafIC8ciz7tZTkDTPkW+xuNxomDE1A4JN3lFywEG1k8wG0WOe54XCrmlxE8ah0lpEwvSxHuWkDTTRgzJv93BwQ3VEgmBaDBwhVtP9592wv+tQz7rx/+L30706D4XfL9Lt5mt6dCEAbhZNFc+xF0cn29YEJLV/nIDzGeBsPEOUrCxpaSMiqE0gySlZvjt279dkz0MBygWdtFymCBpKQFpAazPD+eGVfV/h98ZIMQwwpcoA95gc4BEgLd6lbfR/HB0E4hGxAwKWl/aqaZwaJr4pf1eaJiG155dLNNbHpD/idvw+sU/GPEIzwCiRRyy5K515gGKHOeN9WiICCmNsIp4voqMihdMbx2SpaKwKKVatJWWrUMNg1FKx7Tvu1gXiSlrdC9YVWJaM8zljZ9jnbUNtBKZbYO4Pf9RaETt0yBsmNrJO9ciQPkbDgZVSRuZj0lWUMPdT+k9VsXvC9JAmilE5ze665hUNXp11aOmeomNN4NMCLMn42yiUZJMFjRg1OaNhM4B0meSkpRhY1aKZb4hcNg5SWYXomLNWcjjea+g4Pci/WmXZREcC7dYqqvOWEakb8ukwxSN1g1N49WHOrb1gWeHAkEfpqPbIIyVLN7SoCZe+BDCl3k5y5ICJsSMIo5uLTXOg8pIBUVB1/RdjuVDwf5BXQ2KPWFSPPpCh08w7e6TAbGUbc0Zb5yezlJQB4CrMk7/k7BGzPCKDSoEqsK6rpy96OpkCJGqEtmy6KoUB3/Uc25PMN0Au+i1d57SesF137HuZCO7XMXdhYA3lDE0LhNnnooM9N2PIzBB4n1gnAApLaUE4nIFeaEcBIjOS0StcuW6FBPEUPeLU34eYkMlSa0zMeuXljhLSoV0+6UGckGHRCkzo6TDwfq/a8K/9w3+Ajx/e42/VoRUoG+ol4+N5sWprTEZpB5Ndkq3Ue2tkPLipQUsDlEArgbSB1FPIeQV8TWQiFC2QvWDbjBMH64qclz4fFM39aTYXbQ56pA+vFl0CdntCTOb5fLFTI3pEsZ7uIa2BIeZsvDzamjzfQ/cCIYvM45x9HxSXc3BAaAG0WcYEZ0g+GQDjgKRNe3d4pIycFjQRMKUOtnBOBqQp0NqC2gRC5mBYFsb9q3vnlTVbjpksYz4z1vMJ3/zqG5xOFt2314KnD1e8+/ARd/f3+Lv/gb+HjFdQjchyeIydy8jMk+2afHtP0HXpRaNUBE2LJ5ATTsuC3d9jTQlrXrBdHrGeVigi5dzkjKgAtRnAGrbetB8MK8flABOWJXRaL2rQGgTW7y4kAfgeavEPCH4h8n2NYrwRctfkmIpgOa3Y94qny4436xk//bM/w7/3//r3QOmKN2/eIC+Lpz4Tck6e3TwKShAZ+GfUzpaxkBlQFo84VKsG2XYP9m5Iy4p6UdC+4wxgycG5RyCs2FrBu3fvwSnh4f4e+nTBx8sFtVVc9gu+fvc13r17j6sCtTVzBMr++1zlnz1+Y/Bo3kgi1Sw8YRbCpT3UFkDf6GYlqsvi74gb9YED3Di3+83fD7N5BmemB8XvdHvdaGJXafUYX+KBk7YhPzOavx100E/8/vKZ4y3Gb8N7ySAzkLoHWTws14Af8tzMJS1IOUMTYa+24HJiqFjJY4vGsNA/RoREEgQJrVleqRDh7v5sSLVz9KgbuKpWQUeZ0VC9mrYrG4nBOZvQJecYIHazxsWVK2wS5G3i6VzYwVgQKXUvVa+Obg8A7XPDEHNmVqqil2cb6rthR9T/S/0/xxvMvETPwSr//eZ7gW1m4imLUOfv4Ah3xSDDjht1L9vcugEMdHDEf6QleR+P9WT9oR0IMLJZGtUYMADRo1Fy8+AfwNGaYC+DX6aDRVA03zIZfJgvkboJDbLXySiaDPXZo2m/xDpWUMrH83yq+QX2M4C7TiCNrtQ6GocB8LhBSf47yNeemHGekn1HcGXa0XjMwJQ/N0SViAE3kVZlGvjx3DD2+9DfAA6H9jqg0FMjHGQAOcjlDTE32/H9+vrw500RXebSVhhY5tfSCnwspmi2kHtqGyhn74+p3U0NSJpTq0a4gD0jrlkyQCdAFmBdga0CWsb7Rjpfc4DruhmIvq4APDosJ/Soo8PgB0hFBsKoA1jKHjDmbdFJyGmMx7RfxReqDuiwg0oBRslxLGM+zWNI6tXi3JhKE4i3nNABQxFrp+940nSSsXzcQw/zA6ZEB2cJk68tbye8nc4po9J6JB+BcDqd8Pj4ZBEcxFhyxrIsyLygrRUpJTw+fg1AkHJGWjI0WUVQkEC5WRi3GK9K+m7C/Pd6VPcMJ85InL1ksymMcYyIzvjAPfGICA9Pv3Ui8EZkBlH1ClcRVcHkfOzdFw92AyatNk9TNWBTxaM9UjJjhNhAHk9ZayIg0bFsYVEuVVs3kCUq2vkeY5no0p1NwWsTjrEeuxp7JNANd5EAPI77CYVsm2SuReEaVGVi0QAYkEcpiQGKd/f3nT9nqIBBymxrNYiNLT7L91sVJHZ5Ttoj+UJXGUvW7sOJodQ8Apt6WglE0WrBvu0gaI8wUrVoJCsJTehRxUSd17LvsRNgCNebg59EZtmBEFUjejn08VatiEyU7GaP3EvJCyioWnsdLIlxirUZNHrBzaRDQ+7Ptb3W9P2UEvKSILKiNfExBPKaISIopUKIAfaIdiZUEUgiKK89aheuz7Lvz8aHCecoIq/eO0XQxZv3wis8+se/ZvIKV15xLwjeQRbllFKGRMqaoIMNKVl1pVJL159C4KaUu38h5lNitmiwSqheNe9v1UEMNEHbd2zXDVdmrDlhXQnMJ+QUFacUKKZT1lSMFBpOPq/N1zagtUATIeXkqT0N5zcLrpfqUXnsQIen/MeaAWw8ydLCIkBBPTXOdNQR5xjWlKlNNi9l3yGUAW0OGp2wJkGqGfW0QMtuqZRSAQ7Q10vDk2mUlXaPIE2d24so2a5nQs/STdNiaXDwyqOe9spk6Wvr+QxRwqqKKjsE1fvEdP/mUaOW+kRIS8Ll6YK7uzMoM56ernh8fMJ130HM+OJHb7GsC9ASSNjlJw52yihOZPdlNVmQ2aq+SfCQAQA72MXJQXntBSyC8gTNUjgT8whSdp2mp4DB1orUioYyQB6wA1jZ9HFNHaCuaCAyfiV1nUxdLwtAO4Bbnf5Dk2xQEHKywhtKhPP9PZb1jI9PFwAJj9cNabniwUH9Whpy5pv72H0F5vyJPQZseMGyJIBWnLYF3BjLkjufVWsFimYE6sHz57YeiWJdFzxeLvj49GQ8gq3i3bt3+Ob9B+yl4O7uDvu2jSjw7/H4rSOPVD1EGUf9H3Q0oA3siQ3IT9Bb5fhbH3bzwQvKoacO0M35Y7sL5NON8lu9rf/XJ7N7M6zyGQ73u20F4fZ1JiXp+CLPzoTqs7PG5/Gdg26uxMBJCsW9QoyBwJNHfqWcOgeBefgcHKgKSgLCDrQdmhmU2QjvIjWC2XJ9OYHXBRppN/6ikU/fSsGuCiTL+VTPY7Ow6goSU5qJACV1oji71xw6Pt4X6NEfn+iWF7oZoLnHj19Nqg7olnjzpcdMrt1Pzjoafx3a7wrZ8QEvz3Xt32nvi1lZZIyIpviv3V6nSi3Tu8E22CE84f1yVPJJB6YwvGsDVApiv9u3HmDUSFP9oR0BP9p+wo5P2GbLsLLSLPAUl0jtmI3gKM0AvDj5AmDBNFZxKrFFcKkb6rFYpDlZ8JhXADDIn8c9kRwQqMWihjxirxtXwe8TbQlwgx2AIMKztLjShoAOcCIql92+4y0YehB8Pr8xtfkGyOxzPdqj03t34CyUwOloAc8H2MFwRkqrWhcAS0xgit8xUrV6P6pHJ+kALDogMwH/AW6ElTyDX6qjn5Wt38l/mnVl1wSptmI6x7/vOb0hOx1kEkJPZ4v9oOeAwNpwIHUII4gB8sirAG8ijU78+ZGqBD6O5e1aJYw+O4CCmOSvyyaxviLyedb5t+YbGuiknm5NsbbiHYO0FyOVY3C9+f5aGEyrKa2aUBqhSkMRQQ3jnvTIi+dpL9ZVluJTS/G0zO/3CCfT6PqXiLx9XgN9LcU+P+8vnYia2QEGgqWA2JzWZiH7qfOHGIi0OFcX5QRZnf/LwaOcMyBGvilu5PctXg0wshSSUWLYUvItraK30ck7sxJYTAYi7qGtp3cM/WqIu+CzAqyiTq8wS3DwfqzZmKYKdq4o9MgSM+jsmdFPzIRaKlo1oJI9vVUEUwCfF+zASLEj+H7safmixj1Cvn+Kqi9fj75xMOh2k58dkxI8U2rRTykxzqfVIykAbZ5W2Fof4xk8igj71qJO07SGvMss/YddvVa0iOpS9J8jpdD71vs8uJygOkRQ1wNc/4zp2kV+fE59zALQyUsGqHnUgiBppG86eTypO2rYAaBsaUdpzDdd7DNlAWtDxEiEzwFqINBse3T9uG8JN45mCtFH4w+MrbTXUmAzrImNf8rSiwTV4x+o88BYn4tHWwxg8bsor39DDzMk0KPsOAibnUCdrNIWRTU2XlBrQUoJtdk+YlW3GEnZdDGFz0P0PSNnwbZ9gMgC0AlnJ3xmurd2+LpHALuh74VqEuekaS/1HxGbazuSFWwgNKS8YMmM3CpSK5CyoGybBS6rR7awRcUmj2TL6+qO9gXEeSJzSObTc3vKJYuBRsxdDxJvVMojPcxsagcoFbb3kkCbzUsGjPpCBXd397hcr7hcr7huG0QVr968xt39A0qtfj1hLFPfLyfbgJQQNeBAlpZlY4cOADdpWKTi8vRoPEjMqKXg+nTBlz/+EikRajXwnSO6C066TeKBAGNNiIjBMBry1+0KB6ZIBKrc5axxTcUcMWcoIaHRcD4cJbCPsIN5BAt0yevi6c+wFLLMZjf59SLSg6MtAGkUeAj1DjLPBes7eOW4nBJOpxWpNYvGImArV5RSUaViITLSazK9XqSilILH6wVPFxvH0hr2UrDVYtQai3E8afCvTXbI93H8duBR30EcFe6KILo3IDxn6DpxTBztzm+7R3yqXTmJz42A67kRP11mi0CBQKHju751P7v45oObfT82l8C259Q6mv778uUvbBjP9YpnLQllj/rJIzKkg0bkniMy4q0Q3uI54upeJWhCQwJ46bmtIEtR65VTnMnejBEry0h5KAPBmE9eQcHICkdkl28V0GYbagJAQW5Hs5Ic88T/Q0DwJdk4qwsu9M2AXurDzxyjx7xt87yaF1mc2BXklwZkilq7HSSM0R2AzLgujG3t1wzl8fZRcWkHcSbOmegDSmM+H4x0lckDNj5m94wYGOXzvm+uruzypErdCFuNz3Raqod+cUWsK1w/TOVI1IU4x6Ybn2sHWa0POHZQxzzIKv0h3s1HjsK+m6RKH2fLbSe2aBByMD3OsR2oYnDj0AQm+P30doboSG3KoerArx3G1JjfEXnk9wounPg7Sr/PAEKXsd8GIEU3hOY1T44b2Urk2IC3OdoW5zQCKk2GPffbGE9Tw1gsrtyLWqpYjGM8v6fTehQOTfcCpqjMqX8D2Or9Dk/D8rUcAE5PHRTMxJIWrUPebI9mEpefAdpFf0VJH/Z3CQ4rYvSosUjjivZGn83pf/NGGSBX9YivHPxM5EBZQQes+vyl45x7adx6d1OXYf3guVOBnpYXxlFc58oTRpm9g5ALw9luYZ42CECNgMYotYKEQbz4a1skhkKxaTNjLFK5FB10svTo1JVuFUFtLVTy7/UIw9KcAIApikHiP86KQw9/+be+9zMw9mTyqC6vOBNzjabnQIYi21QBtrQaLDb2UdkLQk58TT6czmHULAVOqkfveAGCmEq5F83wKU+EDDe4PY2uOX+RiJWS70Br3zp9byJgRIoMIyLShQemamsxDIkRAW7RzsaJ5KkWOqJSAmSxKK3sj/V0elAnbCfXd3Se1xQRN4Nzg0XRyNLoEgHikUN9yruMivGPNRHR4SINy5KQvdpYrQ21FrS9eHpisvRnBCejrWVRsWDUPm+o79ei4mlXQ3s6qCciFijKbLQFvn7MSNVBX3a41v7beY5k6DYjTX+kh0CtKtQwqmwOtdZQioNWCCJjATXrn5QZrISm4lHoCmWGOKE+lAZW3XU3Iy8+rBV3xAyy79DHQm8J2TbJQYRjW8eWOM1J4/lK/mxzP8HXZFA+KIY8Mi4nQm0V//j/8X/v0Yd/u45Ju/dI+aDBCGJn9T3CAowUrVW0VpEaoXpVZYvNSUhC0B6dYZx3qgl5Afa9YC8VxA2cmxP5n2BkFKM1qmJzJiwpn6tGMB9VaIGwMXuaU15sfddq8WpMANmYZ2ZLqyRG2wnw6E9L0XTy71qABAgyWpjUBKtCFkY+EXrVRmKfggEgmWwRAD3Snckqk6lFG4VsTokAMg5OW/fNikYQcLlcUXbjNDytK+4fHuzeMi2c29HrW7jpNBSR1ISjnu9AUGsNKhserx+x5AXrukLIovrvzneorTlH7tiP7XWGDjLUSJNboR6FyqAqaGqULCIuQ2E2b+wrc0HcOWWx1hHFNF7RJZkvboF6dJhgb54Of3fGejph2zdUafYeLltk4uDl7mtWdysykABFs73OK7+2VqEKpGx8xrU17Ptm1SRFUKlAqiCnDBFFqQX7vuG6bV4dU4zLsVXjdTstKMWcDsquPwvh+1RxfmPwqHsMw9h3RbXbt35ehOV2aNUlf7eVJMqz+32Bw9B3PR9jIsY5XZmwBh2ee7jBC3pybLDhmYgZaW8xv1PYG98SgfLsATfnTM351KHPfteuNJErWZHHnTihaTNgJy/gVp3E0teoNKhmiIdJQxVEGQsDRQS8WFnVKB+pdUeEQ4YxbaGi2e0CsdScfi8vlUl0UNYU5NUDEiinASYhQo1NyURsvIfOCgWW5k6YOuVmdtDhxzhl+v4lZfyzxwym6PFn/Dnsau1GZf9u3lRfnHhTm10JcpqBfqr5Y6wfUs/XP5xgNmcY2nEvJnCe09L8qxkMU0XnzHnWKOpKrymqg848lDUDpWgC536t3v0DHTaPTbFDnwCdgy02S0Un2e1h8D5Hg1RvjC45iDCMm96nYuGlifJQFFICT+mHBgSJgQ+ZjdiZYd9NBtBhxpJ/pgqPobe1xIBVU0sOekxArLmjfBz93iJO2A10lzv55334pjlBh1HHpK2P+fGpcQ/gJQAsRJSQXyfJgKCIkJr/JY7czehYDLk/9VFnK40IsRvwKLpSdEQQHYQrTX3vzyO259eC7saPvo9+InIy4dVS4hiAVgPD4t3Z+0zgLqvoWndpxxyKBknBYRuO5/r6P4I4Ps4vbUSJ7T4vUCD1NRDAVYzjeKCfN807hckX3EyHOSKp813hJi2RAA35bu8QFUEj7db6x/5RZbAk1Ove72E9NPb7/piUpibYGcyMxNo5ZOCGQ8X3b7RxYuSoqIdYHqZoHsb2RocInaN/TUMBtu4mqNDg/YvvCN0bDbUopDB0A1C3EvARxQRACU1qL9YBBZgYFRWtVgN9dESJiZg8E7EUTNvep/Z1ANLujeYGjADi4FHoXYftvit25PJ3RDl1QGR+Dh91CCLy9ADXR8TkrYGLtgg63klWHMSoFQgCMfw9Z+dosnfthsvI3erjRQFSzDBL9GFv50glgxsWwODGCa4ckYZadrS6AQ7SDK4h0yt6BbqEiVBce9WdJg2E/ExdiEgkaQ27V/kzJ5Mbbynec+ia3Ynr1ZaYGIkSqlbXMbm/5+xAUgXqXn0c0OdNqQYi5rwYl5eig4qQhgR3uhDBoukEUcUspoVS6tF3RACagBOhlOrzIVKKpnXkV/forZAZL+5f3gNeLapzUnX99bgWoQY6EllERlTPC62hlIL/9f/q33zhOX9bDqsAtm0bUmKc1gQiQUqE055R1wVMjMyExl6+XBuasNMPWlQ1EYwgWhhCrie5kI8IwloqNt1ATDifziAuA0yHEbAbV6eBR0TUCeABhWZ2GQDT37pOYGlmLA2VC0QqRApUmgPFpqstdwY4IypAEiE7gBQ2bnMgTOHzrBmYFXMp5QTK7qys6vu5pWl1EHty0BHb/lGqAe+ZgZwMaIXLAxHgtK748P4DHh+fAALu7++wnk5YTyfs+4ZlWYxcWsY6eDaSnSsoqGZclsqs6ZIRSLdHbLpbNGY+Ybm7w2nbXD4p7s6rj8mI7WJfn4729LWfSSEefaNK0GbrrLYGVtvjbJyTmVrs+liPlBQwaSfwrwjRG+8R+jp5lBNcPZMuBw3YLrh7uMO1GICTiHB3ZxkzbZpH8yZt1fQs/XCvVjUt5Na+b9jbjswJW9lRavNIUpf1WqE7sOQFooTLthmP3fQkYturFyYrEFx2ty1gKuNLut4f8PitwKN9370Ep70oOh+KdltH1b1d7CHrc/875EgCC41Oz0mAX3ru584hJzSLalfAPNxxUiiiI9y5K0c3XEY9cuDmJhQGqL9k59ObTu1qRcisz70XIqZn2oin70KHYmPlM74HFdQ1gdYTaDlD0xWyX6GtQqWCWwNrMyWEh6eRazVCbVVHwk0JiAXI3XsTRqmjr16+sUc/eYhlqTGLTdhSMgXMeAiSV1rzjmATsGMoyPGXkY1sHqabMXalddLVhsJDnxaKdulkkH/LGBz7X6ffXzr/+TdzMz7TJKA/iQbgRDczQAW1DWVzKOUxH1xFDCWch2C259+0zT8jN8oHF8R8n2HkzECazi80fd7J1H9AhwnwDZxXEBcQrwA1hLefkGGleo0XQR3IaH1EFGbs45D5YwrsbNAPFV2qICU1VE/JjeVQ3MnAI3JC5aYAiYFIkTalN7w8PSy12vmcPM3Mo5GSolfRClDgUxImwKvEZvCTRyCJR9VMdP5HpOD4jof7zUdMWhGrfAaPimkAmnPpgADK417Oe9MBseT9mhzYsgfZvYKQmgRWscsvTBhl5FP0D9DBK7BH5bjSYtbQeC50ADzskVtNALinL/lYSfNnhVH4GkhXAAXQYlFArdj4nlb0SC7FaEfOcAvu0+P0uaPL4nB9RWUn79uYR2G0v3iPGNNZSH3qgQr1qKioVIKI0utbZHAb+fvaAgEXVyuM6ACi+wA3pkizkbYW3D3sRlizfH/TGn2fFe9GA8gERkifFJ4+oojKVQHaNym/Xh//Ho7MBtQ0iZTxcAh5JG/oG+GM8/5k34oCfH6m8zh4wkoWYUrBGyiWWqGuNahgr1adUXy9d72FyNPIqZNBd4CoCWppBhxNUHlebF9XWBSSRTMnEE0xyRoE1uhgUgeVmu30ff/KcGLS494+K06ROu+TxqJkNNIBR7/cAlEiNj84HF2gsTwUI6vUdSOZ9EBo7MzU25RStinuaXwKMc9ypCbS9F5EIFh/R2qTwLmkCFjXbKTcTvodoLzA/s4p6KDdSPJCKtIaGjBIvkVQW0Ur1aMC2phD7lBY8gIVRRHBvu2opdraWRZbM42nVJIXBEIAL2RAqDpILiodhAniYsCj1bRZxFGtHjlhqV+tNeR8suhf8+JAVZ1A2Oc0oQMAtdUecWAGZpQCt3ZdN3OgJs6IKql+dY9A6aA+kRWIcYLijrLNU67/ZtGMEbFigGz0Q3I1LKIIY85E9IjxcOX0/RP2/14P511RUlyZ8JSNS/XubkWtDdt1t7WbE3iBEYg3dh+P7Yvm5FtQqvVn9optdReo7FgWxrZtKHvFsi44K0BVIUmA1KBiYJF4ypXuj0iUHbT3qB4yTq0APENtBgAwI6UTFMYjqbWg7ib/RAGiDIZF0J3O566fmf/KK0/CUsgswjS5j87SiLURkAyUCY6tWhuSR20aaXuk/wLijqgqFyzEvnYzPj6+x3K3IucVBI/iBJC9CuS79x/QWsOrN69x/+oVOCfn/xR8+ec/xb4Zf89s3w51XsYSCf45goHoJJBWfa17pGSzffju/ozTaUGrivv7O/ziw3v8+E9/ir1ZOhjYCtasUqwKnSo0SLFV0QgAVbBO6WJkakMW30cO3IBirABSu60emRTkzsDs1eQIbDxqUBzKTwlZtc2eamaps8TA+e6E1+0V3r1/j6fLE16tC96+eoOPj9e+r4g7zZQUOVHnBow9ICWP6kTG1jbUVrGXzWY7J+y1YNsMoNqv1WQEG0CY1oytVDxen1AnG6s5T9z1ejVHRK2mZ3/PEY2/MXj0s3/6z/A//Qf/EP/5/8Z/DTsqFs3gzN0TYxQRgs+CQZFHyOR68HePwRopIyHQw+OFgU8dsKrpvOfQBIBAQz11bD7P98U5C6i/gt30YKi/dO8AODoaCj142gD4RB93IGRwNqSyg4yJgJTxuHwJpm+QoRbq3L14rqj5M+FKlKoRizZVCNrgRzJN1iOREpKnNPFiRNsGHFm4Ym3V0dA0gUNW903gIeJuxFGyKkZIDh752ARq30R78MEYVAzBRZYRDVeShNDnUld+n82Jw61wgwW9eMxYQAAmxJ+/KLyFnwOH5jmHw6hijI2fkQ7XYKD0oQ0TWXnlaLArLpjmPLmHY67Ic2jL9JKtTpB1V6Bm4Eh97Rzn9EsA3Q+TCFKhWgBYWkJ4WMMMMmrUZFk/nupFvq0Brh+QYCbLjquJsmEgAOKm0QW11J66ScxWlbBVaN1B2UKLLd+Cbyb+9IjOCeQ35Ty+jBQneuF69es6j870eZNBth3nRQSSBnCkzwVbvH+kv6XUvT7YJzLsAKWeFRHA9EwHbuIc8edGelYsxFaGTFTYO/e0LW8Hic9b54JSb0dXCsnxomRpXYmBsgC6A9idQDt4o5pVcNs3A/PWhJ6iVkL+xI3J7temfm4eQpNhBNqRUhgpICFLWkVPy4M6iD7xI33bMe0TFiE1j5XPKfg76wQkhiDstmGMx+cfprB9x2/q/GAGkkoJA45tjzifAV7G+Gnp4xlVoARs1FywKAGIWgUVaWZoarMKUACWlEC1odSGCgWSVV8TZsj6gEULsuwOcFQDnnLCq/szliVhKxW1CPIPQDYFj0Jyx0w3QF236CnGAAIYaa2BkxvXOlKwmcwz3Wq1lJ+QPyLu1QxwxdYZB+gU5A0BOAAgK0FqHnrfu/s9prYnZtTazLubklXES05UnLJxU4T+I+Zp59NyCEobUdwMopkA2gEasXLPAR4JGkRr33PYQR5FgG12/VwS3R6vKKUAICxLRl4Wg73UeTlz8mgWNpLYCTMHXL/TCVwDzPAgnuIep0hKN34Bqx4mMwG965JQi8Sou0Uz5GwGGGAOobJd0WYQ0d/ZUneGTqICcCIzWGqzwhqIdECLehE1h26k6yWPimBibNcNT5dL3+NLaaC0dLGhTYwDROEG/fGQ1lDDr+EgcJCUe117m3eAAWKeRhIpJRE1eT6fIZTNH+DZtuSUC8GTRWQ0BgDAmju3ikY6lMuwvk2o2wMu+9V5YixSvvY+PBwqRsob6zAROGVsatWVFgfWjHR5gKdWCAadz+V6vfp8dmPUQdv4+bf+EAH2ipYLnrYNBMXjx4tFzjsuurYKXhrW09l50ypC8yXKfQ6XIPHPGU0qro8bvvzxG+S04tp27B8vtg7emL6QvGKuUWswQAtSWsHJ1ys5pyoDi9PAB6gY9RtUFFvZRzolsWVyMKBi0U2JCVI3cMqTHLU9DSDk06kDUipk5SHUQGXNHuGZLPKIOVl0IxEIqdtFamopiMw3lnJCbQW1FuSUIBA8Xp4AMiJrOHi/Xa74y7/8a7x6+xp/7z/4r4BzxlYKtq2AKePv/N0/weMHALD5DX4+J4OEG7B1bqCZF7wAYM5QQDxf9vHjFdrIyL+J0aTg4dUDfvnVN3i7N+RlsQAhNZl9YSPOb01hvFJWmew+wbJnfP8I6pJEsNQsMXkMiVTIIVdJnSuJCFLdnkrZOHvJQDnuEeTmIFYHOptzyqXM3eeas6XIraeE03lBu264XD7izZt77NsVp7sV67ricnnCvl+xnDKAxSJBycZCVJAz4+TzgZ8u2LYrHq9PABQ5Zex7wfWy4fJ0wb5Xi3rjjKaK7VFw3Sue9ivACXutuGw7Hi9XfHx6Qt0uwOLg0Uu69h/4+K0Jsw9H10nVlWcPP/fQ04g8mj1R7IhhXDLupeOcCQwppY78SX+W6gBK1MvrdcXCjeAZIAhTRD1/vzdZb4Q+xdaC6e9nr3zYmGbP1/F1TIGxbrEZa4oUvNQoW/lSDIVLtLon4/iucX/26AnzYsI848LGZeSbr/imLrVZCLoUcErI64K5bDunjPW0IueMyDeHE9YKCkoR59+xMPBOqg2AOHn2DEM5QyibYdETsExxhEcgKWxjD+Wnb7huwAYINrCXl8G+uW+BbgJPgKHZmcoBF4RGGKH+L2/uswL9bBxf+Pz5XSYDoSvOA0I6gDKqaNMNmKYzY/PD8DRi6vcXWv6dZMrsKfUHDeBIQrmnG/Bkmod9ndjG80M7fB82fmomKDXDKRzfkCYg3sC8orYCVuleZVMs1JRbBoiyWxVRMWWkUvQ0PvF+8cAMt5NcmYADvmYkdkO/r2kHEQD0xW+Wu5+nGBXXMM7DGIsOACk88klvJqiDHOTRRq5QAXAkVCbAZr7WtZkZVDJ2WNxI66ktE1Ax3DUOYBGOgtiFcY9uVoviiYgscmCplYGwHtI1LewdtIxzkqfJtrhxtqgfIQe+ik8ERk9dUweTWgKQgPUEcAXYywgTG4gnDFAbQE2PpPVBk4peGlLIJ0O28Ws+TuE8SOIT9DsetoGig70BSt3eIqUpnJmGMHwpfe+lg6u9IzWQWnWcaIC0CmkBAkx7Y7QNGhsODgUPpEGkoJJ58zMRUjc+nUdFzQBmAmq1SIQmwfli75VhabyZEkgyGrVeSthKQlvfp5TAlPHrOKN+X8eQ/+RGfhufqQmZSQWxny5fu07ja0YnB5Q5DRhgC+8XEFqp0NYAaUY06mDnIF62KJ6u3iiBV0vbEBHHHNWNO2DJ2bzpqXRAwoiDHTQ5ODjGO0tVn3pWuEA83Wrm6LOUsbHPxU8bbwZhMX0MNraczOB8afoSkXvH1Ywz957XUsyQYYtMMDDnjHXJyItVgVWivoytT+BrNPRTRuJsXmx/ZYskcnBVxfmsTJ6Q62iW8iaeVhjFG5yryeXH0+MH7PtuUcUKoDUwGEICqQYO2f7i+rEYSN9a9UgHAqkiO5CbAewO+Eb1ukwL9t2qRS05Y687SnHaAWYAK4C9G3rWTANCIrJcm8kzpZGWZcCLgcjqc1ZUsF83pGXFsi72XsxW7S8nLNnSmNQGDfGD2fZY5gmkFivNfU6rrwNBqRNfGAAjWicEPhX3jDXCLEZADANumxrg2XSMUZ9D/reJygFwBvF1nMrk6UcgtCpgdqDB14eEnCWMqNa/1Yfa3ntRbExYOOG6FSzLjpyz85Ixcm2W6eF8XiIJqjaH1mXx8TBnwCAfB2oRLOuKvJyw70/4+OEJr+/ukbhCkssKZiRk2/ppOOV9BAc/DnzMfZ5kBhYWQHcQjNRfSLCrpUsSExJpT2Eb1Q0x6R+pO+4BgDnkdoIuubeFgmA7+GOJIL1NCO5na6eoA2gFrVbkTHjz5RtsHz5i3zZUtj2ulYZf/OKXOJ9PuL+/Nzssn7DSAlDBsp7w8eNHqDwAcHkxpXVaO+xzKyggLqPcfvZo0oUYSZKvVcbHj489S8VS1zLOd3e4XjdcLhfcu3zocl3tfVOKqGlTlJ+UoPmD7U8O6C+UsPBiHcEAhCYKzdArmtnQiq4jKBgsse/wpLv7mwq6/HrIp77/Kgz8iYIRp3PGaz3johX7doGiYj0nc55ww/luwbKyR40RiAT7Xmye+fu2Jtj3HR8+fsT79x8s1dcdNc2r4p4f7rHeAU+PF1y2KwSE0hRNFYkXXMuOvTVTY5nBS/Yo/v25Ufo9Hb9D8CiURnSjKvQJkcGgH2X2YhMyojXbeNQ9ygrqClKkwxkHjHpkDHUDNgCqWNQK9DL1vWWTciAyNgYTZrP2TZMeND4/8B8d0uGOynjYfS8dYain8Mio5Xh6iydlPETeALEiNFtB5rGN55NFS6grp9zTyRIIGajqYZRW7QLCYFoMBec8BKwzEbITjzru5wqFocWqQE7OZcQZAheC4K7wMSdoXqwEbKSMuCWtPfTYfp8kMIYZMhQK667miL4pW73n1Q20MHin0ZrvGn8fPqDp5wuDNe0zL3730u9xuwOoqTp9EzIsfg/BFX/pONVdGNLUPLn9gZMxRmFr+xpgN4xjQOc+8fd8aV6ajqPjtoe2R5sGgGSRCNTf5Qji/nCOf/qXv8B//3/0b+G//l/6+2BmnE6rVTUgAicF5+zrMXnKxPEwuyyUWPE+UscItHuZAJd3PEYScMPBK+/cAnCTFjN++vq1gY3v241smnIs4Jto9L+DWoaM9YU7Hf5HbSNSJ6LPElmq1d3p+aZ0O7YHQHd6rwAOAqRK032kWSK6qoM38Z5+fYs+8Iim5u8REU3k7x59pdN7sppsmAJtehezGIBjbLYG1sS4MRvvUi3Wz8uImMTKI/UuyLKDZ8qE7VFA9Kps3oiIqBKXUXkaixZREzTa+V2zPlWsrzo5OE2KbDzXxyi5PLhd9Ap4rLj1LcMiorYLsF/tBAcSiRnIGdKq41TsyjQ5BjYAfdk3kCwWbco+bk0cAxUjA5YGASEnhfQyv+j7eKRKNfdMN48ymIHOcJIwyEEtgqBYOkSV/spMVu1r1gG+r4PJoj+iOloABz16ou8DCk6mdFv0jB9diE+HO1M6R5Hv3V2M+BHpTnENVIO2GQHecjNulnCcAUDiwXVBqsjOfQEH/wwkSd34CRkWnDMtdDGaIzZorD//mymB0/DMx0YVuw8RIYsCKfn09qSHpGBWlHpxqRkys795f+9I+7PIHKPYdRaSgEpc9wpQw3QdM/QG8St7ZKWKonnKw2ld0UpE7DiwYgqoi3J74dba2DfgOqQ2Bzybp2ySMwSEjPV3kDEuWqvxCRGg0/ox3cP0w4WyAx7Vozm8v5ms6m6AW7AIZE4NDa6LOlhvxNHGccRMBsoC9lnKyDkhLQtqa6a3+xRVJ7+eSX9trdq9qwi0WmEWUBixBkAm1xXnFLDkfU99ik1jBtO3Ul6sdHhiJ3RvY57CZVUACr4OMpvOJc0iPy1ifug86mkoI4qf3e/ikS5K3ffB7JWgOihgqXXffPM1/q3/2b+OP4qDqGcbkPOIsacPizbkxfhXa91d3s9VBBWlViiMzL41gW47mBNaU5S9YVkWnNYz9q1i37fDOj/8FrJDzMEztGDXFeKTji5Z++wz6dF7FmVpN1Sf3ELcS9rH2iYiLJyNlysiIt1mjTkxAhFMzkQKuPZ57XPOZbegmT5JgmUx0EJaw7ouaMsC0YK6V5S9oDnX1+u3r/Hw2qqqUZa+ZkopyDlZlOqkr0X6LuDritkD3JPz+JjzJnM2yhkNwvuCX/3sL/Hw6pWNyfmM03oCccLH9484nVbs247TekbKZmNKI2gVDzBw+89e1DlVCaBBfC6qKNqsryug1eQOUwLYE1EJJoudW3HaQYda3QAKRx6m9Z/i3Q04UvViEFRtnWvF/vQBLAVf/PgNUlYoKoiNciIv5oXetg1EjPN5NY6j64bL9QIRwd3diq+/eYd3X3/A5fEJ+dUJTIzWCgiM090d7u/vwZzx9a++wYf3j2gCLJxQSsOlFFPTRMC5QZlR1QsPlO8/FT+O3xo8Cn2li94J1CGiA9hCgCsYXs1DjkJ9pHW5cU1knhie07loREdMimd8CwAH7hCgy5jxqKMy1pHY7rkYbxfILOZrO2D1Qmfc3jP+6PeYomg+ZdRPjTg834m/4qqOwbD2PkVKYDeqIgSbkTBSWrwKBg2PkeXSmwIhsHEQN/CY2ULRsyAtzudBxh/QxPGhZIoWseUZExOKk83NZRm7RwZdd4XOnYaINguhgu516wovcLSpp3F5qS9/lwch7HzqyulkCvZzdP68D/ux0bbJ6UtfIbxiIxQbjnLTiMiIW7uBYIo6DeXT59yhDT5vD5FQN/eiaV4A83i5MYH5hs/Mmh/Ecdl2/MVf/hzn8xkphRdLegh/8jkKYcjM1QHzlFvoq10XRl5iB+f6JABeevvYuPviHsJlnBQTVWBKTb8nA1FyVMQM+RcRAJ9d8z3FQRWe2qVkxnzOnqrl9+1out9HJjDixWMGPG7W83hzdOS9AcGVNgCfiRdNbyIWen9EBJW/S6+uFuXnMWS7qkcT6Q0AM/UnT88Pr54Cnbg6Dlb7O5FFA10rBmk2bEyo+fXSH9P5o4iAni7o16nJ4NHPwzjpizLO+y6LKNIZ8zwHY2OL8VGA7+ICHEIawRZZ1bdFV6yIgWU1IK1VHOivfC/oxvA852RE1Iy5x8d3UfWUKjOS49YKMk/ceIOusKqoGaUyyLoJQbjp7WKyqBmQEYFWT9sRNaOBuAPd3/dhIEk4WHyNA1B1QyUqN/X1Ba+YNWQPwe5xkOXwJev7tMk3BolCeehFNbhkfOjUAeD4vrTqAIt9Fnw96vZWFDOJSOPgp2I3Kro06stuVuajwZE+BwcvfaeiiGJxwMHBQmLpmWHm4Z6Nn3iilYOe96i5zwHtld4GPwYhZ+q3IA19g/tytrHx+8StHXcWcfCKtEfL2bnS1+BsGLdqUWatOu+kP1qc18uik3yNdBL/47vMeo+BYJ7mETLAZYiKOs+eWKSte9RVLIpMHIRLvbDAKHQizVemFw4IHSGipIJcNtZ/6PAJDBLuco+TImGx9JyUBx+i65ggMw6lNk/BSz2yMfSOUT3PxzHmpc8Te9c4w+dLTG6mTsifkoNHs03RtRcaWyBifiiUBJnFeMRUIOrZADS1h/Asim6847B0ai34y3/+z/BHcagCrUFrwVYyarNqVaU1cK04VUHZ0TmgTPeFg3oWEcjEHkVi3GJ5yRAVtCbu18k4rScHCCtUF0tlJHQ5Ejc/bqlj3+3BsM4/EjLYZMHgruoSbJKJMXNGYIPJJiEBpwypBQrtmQMmMxVArCeEkm3P760bYK596vJDrHIi04Lt6YK97Mir8Tfu247Hx0eUfUdeM+7u73E6nbBtBdt1Q9AaJPbIr0gO6HaoZSgQFCBzAltFQULONn5t20BkEYNQI7Detg21Fjw8vELKGTkZcJtStsyV5YycF09tNuA3BceRBxsYcTUgLOZgpcV4AD3KKFSiUA66LDYY2sehub3TQOzpzcO7B0uzm1fj0Nc7GD3bNtCu1zErSCtEC0QrmlYLXNeCfbfo1q0UPD1dcD6d8fT0iKerjU9zveXDh/eo0nB//4B0PmE5r1AS1Lojp8VStNmI1e8eHsB5wV4attLQsEPKbgAs2R6FsMm++4r8gxy/PXjkmwmHEA+R7AtvRvC7seCD1lobJHlKqGGQ6/DYm2Kio/IRDcUHHtEUUToUF2DwBByPOVw3PjoKBwA98oYmbW3mqEG06dndp36xiw4G+ssd+JKKe2NsjGZ0fSHuq0APSKBkC4yFoc3C8Hrlm2ShnfDxsLtTdIGFdYO932KsDAAiKDgvQ1ElwiAtJEeFzevMTuxaaRBxh3negaSuaE1vTEPJHGMR80H85xAHmFDll/t3Ord32CeH4PBHBwj1cJeuHBNzD22OVtLUPlU9XPfSMadH9nlrN5kMKkznDD6x6JuoWtej0cLIO6Q4DdGpftORMjHWZf9suibOV8x9f/Men3i/7/sgEM53Z0QZWUuJcT4utjG0CMYhmGdjDhwGrYEugT3MUYg+qTEDL73nxyKdJg+mZa0OYmCstV5SFejRPP1m481M82qAVvT5rYogFe4PUwA0kShL8/S1qU1K9lnd3SN8eIubd7lty418ivdo1cEjX6PdMgutn8ePI8o++JMgkzUno72s6KykQDcaegW1EPwEu0eL63Xqf7X7RLnT6E+QRyW5d1MJx8qEBItI8nuY1okRFx/9EcBTRGTF+EQfTf37KcBubEBjvAQ+ftLl+tgAoomrj1cQc4cQIxiY5YqSAy3G83S21IPrlHr2IsGfDcJBZmCKXZwcP3GdQkfakgJCDA0vf7/3MPBFpfMbWJCXR6YQecEH249CsVePzCBCj3AQHCtFfr8HTYCK/x77H9z72qubAtAp0jjIWeE6ToD/mKYg0KcdE3lUGrwPmnMImtKdZr3H71JFegpU3KtFaitg8hAj1aF1D7sBYh3E6Ht93H7s4kRm5Km6weAvG1EkQ7e3MugUZgIBFBFPYfTEWoKlqGmQtpPxKdlpZoS2FhEiBngRsQHNAQxb13QQru/ICi8oEtVrqVcHM6+3uRlUi30fGqhoj0KwiLuKnNgBH6+gCovksWpqjqeJeBTX6LPDwM6j1kEWB/V8HUA9el8EylZkwHpT+9wxjjJ3/sV18Kij0NIiovPm6V1HkRERFfOpR6z5mSlZ9HuKudijM0OnQdejyNNjTE6MdLtIrxGXVclBWGKYY9NtgCYKYgEHz5FHnLCnVFpmwxCBIQ5jC+lbs4vnFLLc+1QxwISRllLtnbrehM73NK+jP6qjVmAj7Ilx3U/IewYSQxlYN4GCcTq5XPa5ahXAPBsEEZHka4As8kx6hIpnVZCNOwethi8iCpAvxnTeP/veNCsyY4BmMTp28UnWxl4WEwY9Fh1NxeQQeTShksmwaI/vofMeeax+DKiDz9EHFA4FX3RNGpImCBRl21H2gsvlgm3b8dOf/tjXECMtC/anDU2B5XTCmp2Uv7JjIzo9dLI+XMfpFeGYUfa9j4OooJSCp6cnpLwg5cXoTSiqDSqWZXUOpIQB9JOnFDpAr2rqi68pc5yuCGp7gFydUkS2ScjNvlf0w+aM8UjasxLgmEOFGvuoD1es1fikv7nPlwHcMSvyAtSt4OPjB9w93CFlwuXpin3fcd0Ltr1Yatp1w9P1glIrUs44rSs4M56enrCeFzw8vEJZjI9LWkV1UEgaUGtFbQ3ECcvpDKGCa7mitIpt3yFKKNKwl4K9VnPyVC9E8wMRLr89eMS+qDlN0SzSNzIgFnYoRLBqFTBvJDghef4gSyCHakDIZFj0bAdiU4y7YqtjTSAWe3K6kOdh6z2Cww915aAbgM/GRePBR0V/Asp+vbF8DjqNe41/ocjM6kTnwAnB4kqpBuksmySlMJLVQhaVyNLNiEYe9tjF3eaz3F0VQc7mIRBVaDOwgTlhLw05cxfSlp9vBK1VYSgzG5BEvESHI0gnQ5gb2j+BR91Gmg0rGrbRzXkIIUAY4Z/Tv9sBUbiSFVEmoSFOe4k9elKCp/TGMU6fHNTxRL1x7rvRGFlGce4MMOlhPI7PC44AdSWvB0zwiH561rxZcb/5Lq4I4yrWb6wJA1mMS8u3sX7RXBb5h37MRkwYuaaspikVyQzR4AUjIWR2wwDG8SBq5KQxn49AePQz9fSC4xCSAxp826oxqRUYoR401gkxOkDQb+hqrwggFZ30OZSazhOEcV2AW0Zt4VXfvE1MFp1SG7A9AqcH24wPc3D6IxSwWJQH9Hc6/1ZWxnoLrzLfTPQYD5dpqG0g+PHM5NdwGmlxREZgHSTXSsMw7M+to+1zKAFXA4+aAkXGsxRAvWJER3ldVCK7lwTnUdxvVkpvFzBw2FOi32OMAI+c0vF93K6ptS/6kh1U28skYPyi2AuJ0PmVmu+Rt2Ga7nTp70swq4/Z++M4tse5HoKfX3bO6PQeZNu0qKJ5io7CSEQ5FEcXzAS4wqho1bnFdDw2+BWgljrNDhq11lBLtZDvbDx71SOQEhPwUhv/wIcpsxGhM6Icx/f2k/wd6SA9bEIYN2Dt98uUfX+a0j/EwQknOSW1CCTjjlGvDmQOB5Nt3qdioNKQ/4rqSqrCeDmYR8xY7FpNGqKUOSWPUCZCIwN+tFeUoPg/oARJ4vvY0GmOfTJFeysAdYJ19d7zFKQ54hzifDleOdJAH6dIUHTahMTkgDSZDkral3BXCVQBYifxtfQ488pbFAp02hk9Va2TsfpYS61oraBVAVynFfF0Kr/3iJxH/3mYrjreM74hwMBTRQdN534LG3noswQiWw85Z+TTydLDECLEqmMRLfNj+5wa3EFOpu5Rba0JmJtHfo3HW/qhjX04hckRLpFIHWTnQzJOFBEBJ0JTsbQMjzhMavpGVC3Vrqc6sbFY8ZfiaWoJzZ3CB4XOz9cuU6QblGPdBYcnsyU1IvlcItMFmoORiRYDwtX61CKh0KPbgjD7s4ri3+ZjL0AiXK87aDF7oqnilABQcm4YkzvZK2u31lBrQSnsfEAW5SLXrWdIkEahgIKyPSKlVwaKeERchqWREg9dG4i1PEXj+54z+5ee6ccud3qECk0BAEwgjFQ0O0dQtUCxAx6JqGxFABY+IYBsa49DJEpjW+6NUGg1ec7csOQVqoLSdhAp7u5WfPXzr/DLn/8Sd+ezVyAknE4nS0+rDevpHtdrRdt3sEf6LpzAmSDOaaQa68ic/nNl5iiYkNjSU6OAVK0N277j8fGCNw8ngBjL6YztumOTihNnqHMNXq9XrKtxpZldP4I1FAackWkCUBaIZOfhUwPzRS343nOiPQcG8RcQ6b92nyZGdM0KJKtDCW07gDMogGCCw08uq8WiM4n8fKjvK5Yqn5nQ2o6Pjx/x5Y++hCrwdHnEhw8f8Ph0hSjhdDrj/bsPICKspxMe7h88FY2tIh7bfdPpbAHyqYE5oZRic14YrSlqqSi1Yd8LLteCD08XPG67E7kXXB082rfd9eJ2s1F8f8dvDR6piFVJoLEB3m6EEqHTEWaoFnXUPCwxC2NJGef1hOI5iBzKA3CjvE6fwScFjY3U7A9bIC+VEQ+v0LiN33Noca6sjkVFfp3ZTeNz++VoG3xrf3VlQfuk7t/dnkzPv4n3Gy4zAgKc6QS7BLrLSHVBS1doLdDanATYWQ+koZSKJrbpsSg+frSFr5qgyUAgTtmEeFNANygnUMqgtFq1jmzEp8QM8IJuKAexbgc/yCNiqHu61FEwitD4Th46yCL7W/v3fcy68L1Vx18+XN7Y+N2MWSiO1kqMudW/vBnbW1BpGqUZGhQNYTfKR3+qrRHi3g2vrviM9swX3+qNASbaRqnT8184pjnf00pnr7RvkqTqpZWP8+85oPDDPJRn3hMDNBMvfTMLI6VJQxOPjJBkoDYij715vy59XAbIA/RBSWRktZjmFtsm3UnOD4BIGGSTsqtefmZdAXhuczT/IP4sTQXkkUe3YpxoVEbrE5g7uOzue7s2eTUyT2UYhNp8vN8Mdul0z36Opy1lP0nrUaD16xQHDDKexWx9XaZKgKro6bbIA+xBRBLxOG+ofzhsRL0D1e4PAeTq0TXJQLh6tedQBlIDSsUA2Jpf50CdVgCL/603z6wA2TyxqCa1Km6nDIiPbW+bCxcii9RKEfWlzk0V8yba6GmHDuz3cUL0H43XrLUrY32cYgydu8X6wedkgI6Jxxztw0MOYnkVt2HL9iO8/DPwbz98rwzvslr1mX7OrNjD99SqOJ3WAVOQkfLvrWE9r1BXTIkTEguYbQ9rzb23FBwr3MsZf5+HpXcHsHyMHALMOBlR27HOkn/n89eNIGiklbkF5Nu/sI8BBCSWnhtl0FNOfVjaBAp244VnPcoNMB4phBYVwKMgIrzxHWwdUd7MjHxazRCBjtQBn+q1mQKtOkWRJU/rmHbkcAwBrjt2WXQzng6wWLpe8319iohTk6GJAUorOD3Yi3MyYmZmSFQSwii3DDJjVUV7WnNKi/FtiumtFiEw5I5KNc6u5lF2LaLG3PmGGAcFQ7Hvm6dnak8r9EcDbUTTRVvgETTsILJaKFSfUcZYYA5C9eeYs8yIyRNnT30M6oN4V/iYD6Fsa8h4Aak5mXVyZ5XrrsaprmhkUSTic5Q9Wp3ZzTViJA4dvRr5cWIfH4+WUgOcIoUoJXZyXefFCn0I6vu5vTUTQ1qBaPJiGC6cCICmaU7B3zvshCmLoU/lGx17mm0KGBBCFVu9QtRKgiewzxMB4OlX7LrtD1gv+r0dCmDfjQB4YSu7ToI7nwv17g4pGzggRGBlRHZKa86Lm8loN/wIgIk5mVObGdu24dSsmq4910BSSos7VKlf6xMcwVUVzYxf+thPYLStRe7rtUf58Y1jDQDDK5VR6txaVlVMQNj9kSPTQ6WC+K7bcWF7RFU4Iqv2J9qcr/OERITrdcNf/9XPUFrF3/v3/z3c353x8eNHVK+aSLw4uXI2/1pesK4ravEHcMTXGPcbUwJnYFF2oCdDAXz8aATW62oVw0QFzW3FUguAEwgJ5/MD9q0abxpnKFW8evWAr7/+Btdtg4KwroplJSSy95Hm671v+BkZ/u4kfb8bkVeE5tHb1HVtO0fRAFLb71oDWoMkK+jAnHDdHiGodj+ylFqwguufOs+Vc1qSQGRHWhP2/YpaC1q9Yt+v+PrrX2H5ZxmEjMfLE1pTC8IQwft33+Dt2y/x5vUb3L96haiaCgK+ePsFPjw+4vHxEZSd30oVqtnoYUBgEjQCIlKq1Iq9FdRmgPhWK677ju26oV02QDbceA2/9+O3Ao+uT0/4H/x3/nv4V//b/03QaqVWe4AZESQUHoRtHjnmtgLDOdX5DiqBMhtiONsD8E6ewIQRauaf3Bj8gaQ+O/RWBfmMYTwe3n/YBvTslt8JwHjpmDepQzs8x1MpShT6N8TgTNAmUH4Lbk8gZiv3ygzdK1oqSCpATljSGWgLtDWQKKTtqNeCvQqQMnjhrjiaxzDBTNIETit4XYww08vDaspAOoHzCbQsBiSF8cKpV2kjj4gI4XkA3siN2AmwC0Xpec86ck2YFN2bvu/KnngfTX1JN8rAzfirTtkzE6gyotN02GGuaQR/QfeI38zF/uzPVEa7VVBSSofGEtDJGGdFpK8A/24Gz9Rb8pyk+TOHb979HjoJaj2+WU8pfGmN/OCOmGNm+PboyDRK6gIwxcO5wUQFIhW1wMOPbVMjT/0iAoz21xIChrT71DHSE8AwbhmQpQg18QpsACoPACeM/Jyn9RFKsVtwMgMi/qoz0nlogmtIiQG1tNXOfxSAc4DskdIW956iBfu9gONnYXTE5hmAVbmtwufX5jQ909sW7XElx0iwNfQEHEmN/HoEyBVt8bUPB/x6yphFCPgLAro7uGIpJ2jVxiNAm6cNuM/A48Xb4iBccDapemU3B8rZU8BaBfYGLArkddqIbrpBxJqWyP/5um8Nnew8xjP+cfSHj0mt9i8vcKvRPldvR3VgK6LOootemqoh3NijRucxTDyIxJEQJbkBHRXdRAf4dHu88Fl3D9QGKQ1lL9jLjn0vaK3i/tUDvv7V1xAvDd+BsczYS0H7KFiogdHQmqBUSyFp3XlkwBIvhNN5feGF/7CH2bNzahUhUgZZ1Q3rkCMR1m+H6aJ8GD9TNlvfFzq3kS8JhYkLZsaaF4+qMYW9NlfcA5RVQLeCljKQQ8HV7rwLn7l4hRgjgoUr9m5wdbMI3QATUafTGsCYgWfJdL2Gsa8d9lp7SfICEHLdEdEpwEvSzQFnmg0xi9A1h5SBF0zk0dCEDQ3EClYFiyBTBsuo/Mqc/XkGbuWUsaSEJSW02hBVoEwVUBBGhHITQaulp10SEWptTsDLfYzju5TGnhqidUTNGdFs5zIS76dIwzoQ4tvewGygS9HhICUiZE9HmUFKctlgaSZzuqH92MoVpSYsuSGzF5zIsHlLRpq+S/UY3clAB6xgi6ekUY8GMk6udTlZJJM4iX6fAx69pgNUtJYmkBqXiDR3djkYu2nFaT0jZ5N/oYdzTr0tEhWVyQFVHf3fe08noFOndNcuG8e57DK/QdDEeGEMnGMwFiRi/D//8b+Lf/Pf+CMhy749KoBtx5YZlSyt65X7Ku7uK5gtQpTBaNxAMCL3qDoYIPtKC1KyqlhW+Q9Ii6Vd/ur9e/zoT3+CD+8+4HQ6g9nKxbMwVFOPQOvk9SpDp4DpXOR8csb31kb0WEo9858w+WjCRppADNUoSNRcf7OIUPJIxxpyk8jluEW3XavNm+Dniwi9ANPWNaOW4t9ZmuTP/+pnaNLw05/8GHfnEzglA2JXQimC9+/eYzmdLH0qrRAY4JRSkGADc5CFVSyD6RBE2OpugRynBcuyQItFll6eLnh6eoK0gh//+Et8+aO3AICPlyvSsiIltRQ3IvzoJz/y9K4K6NVUCDB4ZUgR1Cqu0hCABBFzhIVP06qyh57lsa4qzh3l8qrHTBKABiQ1G5btoqYFqhVpEVDz/cnEKZac0erPIaQopeLp6YL37z/i8rTj7/7LfwcfLx9wvV6QVHC5XHC9bvjFV7/E6XRGSglffvkW9/evQZyxbQX3dw843d2DU0LZK67XDdfrxbiRCLg7P+CpGdF3E0WpiurcwuaIjL2EoJRBnB04X9C2glKsQjqk4IcGHAG/i8ijCRCKqIcQ7uL59HAvAzSIL50kUW2zNKXFwoQpxRXUF2034CPcnqhvIgfwxzdGhufVvtDeT5vznz7mCI6bTKHRD5+4b9+QJnDLFDBTxKmf5aSaiDk1rul/xwsA/btWw6tJoJSBFaAKSNvNznTPEzObN0wFmgS8rggOI1VbsrxaSKKSlWnlvAKc7V8W4+9lBi0raF1BeXE0nnrerQFGNBFluwGPaDz3ShjGhzXeZYTpD9Bi/l4Bjwrxs30uxVzrnaOY5s44vm3cZ2CkVwgE+oYW/e4YkoWxv3CP59Bmb/GzxrDfKy+pv2P8V0LJjLQCjtBLB1tnYz766bgkXn5Pok54GkeU6YxIJHuHY9tnj3C/7gftYTOAIiIRo9pfeJVUm9n/CvcyixPiNWQ1L1PiBGTFrhsSVkBbN0xMYQ4OKTNULJvBQmCtdPQCWhNA2eW/jMgfj5ZAhoMEmCxHGVEmAYRAR8pR3Id8l43RCmApQIAAAlY3pGsd5xAG+CPNgBCXCZ89Yt4HsBFCrVQjXq4NuG4GOgSP0mfvOQMcrkmIoBM6NwcvMIFFc3pf9Ff/OYNr/v49CCsZ6bTAopyalQA30dMMIKmb5U1wjEmAXFM/q4NUOocRK7Bd7f2XFVhOwNllaImxi5Qxf88+BodwLH8/93QSDS4oE4JA9bHvFhM8GKqha7/9GTeLtht0AST4n3DwqnlkVwBHc/umDXAY//EMmwdSa3fcDAeOp1DpgrJXC97ydcBEWJix8IpaK05LBi8JvBipZGkVYGA9Wwnwjx8/4vr4BGplKOExjycw/UXn0R/4UFWrMuPVpQhkOFykm0V79ahn9H3vRp4TWeW2+NxSpsjSa/uJ2qM4MhgLZ4tSSQWHMuQY8ru3bQIxgIhoAuBLhsYpptgroJ3oVM2ppXqMXMSIkBGVnmJme6kDQw74hIJGzMiLyb9aysv7jFcFE6nTXhYOHeNMMd3HAEWk7GBC6FWWJmVp/4xlyZaS1Z0FPPqjNYdJGKobgNrJe6tXB5RaRro7Uecz4uQgGtB1Y0vd8EgvsGP8Jn9V1HTkzGBlSCVUKZ2wG2QEw7Fww/nFKWGrl0E2z4zkvCe22scGQxSRFS9rRQQnvE2GSkrPuzevPdNqe14/3+ZKWhI4LaFM+XtZJ67L/RRFZvKpiy/yCoyKA3+qQW4W1WHVljylXgmMxWYPJyyLRU5Ik4nvCBbZphFBh64zUuhU/gLmHOwKOYJzzaevzVXneQq7RaZ5rQogeYXJH0CVx+/1cGdChuI1KkArtr3g+nS18ROFrIJFF+hCyLV2kDiclwVWuER92yOP6jqtK95/+IjL4wXJ9wfjNGuoe0FeE2orSLxYOfXIciC1vX1Kg+qcoT5HDVN3/rFQrTFsSp72UdWw2BSJFaoJEoULvFpbLXsHysg5YS3l0+7Z50p1ubKYOV6vivP5AVDF5fqEjx8e8fOff4U//9M/wb/vX/472K4bdN9wWlfXERpKsf31tNxhWU9oTbFt166ipZxAQj191ESkvWitFZwS1vUEVcH79++gSvjmV78CM+P169f4yZc/xf60d1vOZLfJL1KAteG6F3z54x/hL/7i/wvmO5y8uqM04/dpYhzHnDIIyYonJOfJtZqPEE8VJU8hU4Sjc3LUksBKsRmFQEoWzdlaQ2sVXpgN4pXqWmuoreBX2xXn04L3H5+w78WpOxJO5zP+2f/vL3E6nbDcnbEsK16dXiM/fIG3dwvuHl7hzeu32EtFqYLEC7780Y/w+Hi1ipa1WlU5YRCWrhKbzroYR1pTY5kAeWVMBahBhCGSEE5qomx8cUtCqgm1cE+l/KEdvzV4BIyFZ6sQfTECfQ8xoyqAE7jRLwymMPodFXUjlslDYDHAk67sBBAVYAvGs2j2HNwc0ZYeQYGjwvb5lzwa9i9uujo+Vm/LM8X9U+3C7fzQUAvQQ3WndvcjMUiyM9dbmUdNAmjy0s4eeq0GiAgIjRM0UY92IFdo0mIeJiK23xcDmBoRkDLyQlBicF5BebUccQeNFIBS5IrTMCbcMKSuuHAXwj2PHRRyrG/Gs1qizmzZBV7Yb2NQhvfsiHiM3nSXaW/azXnqzx58ifrCrY69f5wP/W2fK2XTNJiBsJgvXenX8OPqYS71Uz1cPTa5uClFv7gypO1TKuE4ZrLLOUVztMONB0SQgYO6t6XKf8iHuAHtRpbJbjWshu0/5tlISAuDpFoKW60opdjcXqxiBLOnUAh7eWmfzx6S1sltlYEgLlXY3I3y9QQHdHRco+4ZDR4dwCajzLLDJ6xgRKdobKoOYtDNuIScnO/ZJ//0fTwriFL5OwzuLNf6PTw65xPrz86dnysDeKLpXIJFwBChE1kzA1W8bXkgrjMA0lH5/qDRRzJXTzMyWaRkIMxeAVKL9FqdfHF3T+IsyzoGkoDlbGCcbgZAJbV7FEH3KAXQM8v/A6AXQkjgdYGP5wGjzQHw9HkQfd7GfOqbCI+otc6ZNcnjHg0Zz5/7zJ41EzUPTYgGKAWySI4GG5f4PmQcJ5CDCNkdGiBg3zY8fnxEWzP0fEbmBGIgZWtnq83TgmweSRFc9x3vP3xAg+LVl29xdz7h4+Mj9ssTVlYzjtfVh4r7PtOqQOg2+u0PfyhgoL+iO84AGO7IPIY2dJjoQ8QeeVwePX1etXvLbS74yT6u5rE3kIE9Km0RgUhEXRqgsKUdycmNVYbcn6OCnmlI/hilcGaYSUacLeWKxuyKuTzAH28fwonoTpMe2uvGGsFTKQQiqbdHVBCR0i4IQMKWFqHD+EyckDJb5cy0ArygA6DPdLLoLzPuApSKFOUmCkUFU+4chCJikUatotbaQaHxlraOliVhcYeoOL+L1NqfGQ4Ni34ZwEMX3WrzOqXsRsgg453BRfMj2DNVTV9iisq6lp43ZhkcvHP9chK+RwfXcBgpDBhsnka4ZkvjMzEXzmO4PjjraHGriCAzoLM140UFw6szebTICAMftgMs7c/EmVfeI5vzwdeoau+UvDS5ODBlPKzTXuEKGk/7nIFkqVsRh11k0o+ihxjUxephoABPvXm2Yv64jlKAjSAQbGIVPu/v78xe8DlPHg2efD9iNo4ciwoX44NpxedzgoiBy3nJqLXg/fv3+PJHX1paVQNCUyV1wno0WyOuq9noD8454imVDOy2mnbdu2vW1CXi7Gvth7U++bQy0Ehg/Ew5r+akDac6GIkUtVWbg1HMxI9muaBIaUWrguvlgnfv3uFXXz/i4eEtvvzJn2ArAC93ZrqR9VNKCQ+vHlB9falaJkPOJ3C292ZS4yAiGuuFFMRAdj14257w+PSIj+8/IidzNq6nFcspdzAkHNozl6Ldh8GieLp8tIrbCpRSQSSQJEidukMt6ivUNWFQJhgIJjdaSQBJOiQTmc5s8r6BkExnaJbGZmwNJv+kNlwvVzw+PeHJI4nuX51webK0utN6xvn+DuvpjPfv32NdMk7nE9iJ2okXvPryz7HkO+ySsTe1AA0SPD1+9PFLxlu0VxAIy3pCFeB6uULv7iAeIxURdMZ7ZU6HJmR+wCooe0Mp4nPD5FpP62Yekd4/oON3Ax5FaC0diTS7URs/Jo/PtKv4Tfp/hgGuE0qM8KYNxZtsbY/naQiHlwz/+P2YekPWICA2hMkbOG05w6j/xPFr29Pd+Hn+MU1Lpysksy05P7cbHhFSrr7BNugMzAEQFjQi4zMiBi8LOJRGUaTl5Iz5BPaUNFG4AcFgylAmy7El4z4CHMvvyDBhhDDPSsn0jl1RHj084RbP+iXoQRRjbLxL+nVjI5/7ce7Xic/oVrHRodzOY977eGgxh+te2k3mtMxxw+eDR/Fe/oChoJiAtXYMhY8QiszUgoMR7/8hetbeZ4d71UJBntMV5vD/l+/y8rz9oR3bvuN/8r/83+M/95/5T3aSUdZYU8OEUfWNjwB1EtRIi7Jyme4hEgWqdo/5PL9Dnh3HCGP0JlDctG33WYp5VpKDs6OSmE5KaYyv4rBIZnBonhOfAqtbG6llt/9Ep9Qxv5W5++z5NP2b36U/NuTy1IblBHO1KHo+DcivbWMzDKAIZM+LtdL5deI9h2xBBypmRZ2m/vA2wv9pne4j5hBKTpweldyYLVpIKrBXqDbQcgIWtvSy4Jnqz8KIwulx7lOfzMLppf6GWh8EaBje6ugLUTjh2E0/w5VRHe98u5/mBT09bhZRCvTKdCEj+hjBIqSWBeTeP6haFFXmEa0UXQGMsfA5PSuU8VgmI0LNmtFqRS1PwJLM+8lztLIZ4q01S2EQIya9XK74+P4DihgPVN3PUAA5ZxDaMKQRRkIY9+2z+/Uf6iAoLCqROjA7/kuAc1CYPkM3ROShq+j0d6R1kVUeInPoIHgiYAazEYii31PQOhlpPJ9BWDgjExt/C7mHHuhjoiEz+przI6afT3arVGn8QUi2p4Qm08mkQ07y0Bf6Xt51gbg3IWWrTBPpLCLiIkJNx/D1aBFCI9qDPLKU2UrBU1oAWhCpgxr94qnMycvKx+dwkI+7HtNHsisHBva0zm80OzDjNZisHH1O5I476bKfJs68IbamdXzzd99zCJgegaBn4BRE3ECvhIsBsvW14PsdeTTc3OiI4ptBp66zy4h2bmrygTmbURgRRN7G5EZSVNEK56BVPfX0Po+IZQy5EpFXmPX6GbyJH2TUd0SR7j9NSKCDmpZmZGsFbCTXqlP1Zwy9L+wAJfSKYJHKJohmuawK2a/D2ThH7X3/Uud7PmoD9h1NGh6vhHrXQMQopSIvDSk1ZHG7hVxekdsDJH3rtCIBCjSLymi14unxCarA+Xw2gmeQRSdJc/XEdA1LS0vTPh0Q6Vh33R6gAD/DUe9NmwyN0BvHl4BLDOgMzJJJCk4CYErb9HXYtIGDPxPDTjJ90PxQpe54enzCdt1QS8H93T3e/tlbnO/vUTyaycisrZE5L7b1FjUeNd2xLAvW0wnEHhXpVPEh10QMqMh5QRPbc6+XKx4fH9FaRUoZb754hXVdQQxs+xWgE0b1dD0GPvs+bOALY993rOuCh/sHbNsOpIScLT1RxOUyImje9E9tDdoqtFlhEpXai15p14ktJVhQvC3qOow7nFrD4+MT1vMZ1+sVHz98xMePj7hcrlhOJ2yXgpxWrOsJ57t73J3vsZxOIErIiZFO1rfb1qy2DK/gdEYRS+NOWCEQlFqQshGFizIa9h5ZHjZsEd87iaDKHmVk/F7bXrCVgm3fcXWesMfrFR+vFys84dzM2jGPH97xOwGPrIqCeEEcz+0k5zzyo4eJAocqbH03tk+6jRJKsesRzhHpCi0BA0TQG6H9guim29+ndhF5+JoeTwxDKYzrz2wJ8RYTLvHy0QGKT501jCEF3Lj8/FYUSojN1+QdZeSuQh4iSegTULMtOAKQV8udjZzvlM5IeTGlIXnahPcFh5eUzIALD4K6cjx60HJ3I6wx+mdSd24wl5cR/dt+6cI7OpowSl66127w9djzgpS838XPO9i9c487m7vqPGGAvtFgCMuhcozf+mY0v+3NfPsu8+N4hSvLCHv05sl6M0PCM/AZeWNzS5GSHsbptu2YnjcrZ4f2fvvgfS/Hthf8j/8X/xv8/f/0fwJLlPBWV0QQQIrpFQnw/d3mVfBTpMTOLQULNxZfEr4G3PbrvUJEXp0wbgj0NT2l2I45655iViN8tdJGXe5g7vvQqPqcvrEi4pjBo/AQ+ebsGjo62KCKzuVzuF5HaluvTEfj3tRn300DCJ2zaF2B/YrO19QXr0cohbDMZKBFBzSmiXsAoEfkYqz/3re9CfGcUPk9KguuYAR4hGa8RHmyUhgm80BAadDtCjozQBmduLoDO2Jpedjtfr3aJdu7z2Uie3vin7c9iKuFDTSM8Yn+Dk6TvrymfuY0ALDox357MiAyiVlYMrUhrKDDPhexhWR8VKeTGf+tGLdTVU9d1tHv0Y/Mdk1po73EI3Wpt5y6QZoSOamlK80alZgUVQStNise4HOPmbAsC6iZf1dFsZ5PSLwAZesyMapERuEO6Urc93vYMtbuAAFiWgSAPHSc232Ch2SZhYxxxsD6VYNotLEbTQqrGWUAkm390h1EEV1EUIDJqvGQ5YbMWo6JDktjnkGLaE/vWnV9Ridi2dg/p31L1KOGurEGPNtm/Z0IY8cd+HjoAAH+e9qEK4cGktHQD+JOrqdY5LK4PI/IHCv2kZxktdbqemrqUdUDhjF53+AGrT8/RKnpIrNcVCs2knh6N7j32fUnROayjHRC9TMPa9/3fKK+b8X+Ia2NVDwGehXbab4MV2hXoDAb0YD2ewf3kO2BM8AkHXALwJ+doPsYfRQRSPa5+Q2MFFtgXFPRU6ZHGnhuYIHrq8IeRGfyy8Y79kvtUj2l1PVXUbt3r+4Uk4vIt2oHG8XmxOgjOy+uD3BffWO3XiN7f5ATwcPXmv8knx8KfPXLn+MXP//r5xP7j+moAGAcVVdjp0PKVzw9XW2euZ6esu0HwJDhXhbZCNTF7BkSA4Fa3fHx8QkiDfcP97herkh5GfKfzSlB6tEeMZbdCQYEV6V6ZPcwJ2NOdBf40Hem6oNxmOwNjWaS2z6xmDOgc2Rp2LaMnIazOO7IxKAE5Fpx2a949+4bgAj3d3d4uL/Hj37yY1yeLmitQiGovq+nRK5uGDeQ1B1aGMyK8/nOZJ2IRyV5GjIbyL/tG5gM6Nm2zSp6QXF3f0bKCa/fvAIT4bpdUUrFmu+7rylksb3ZiOh6eHjA6bTg8nhBLRXrmnG9XtCqYFkXSKtQXYGcwKxQbWilgUqFNPsHqbbDaEV4GdU3AkVUjbN+UAvdQSsFtTZcr1d8eP8Rd/cPxkG0bWi1YskZX37xJS6XC169fo27uwcsawRLMPLr1ZwVVLCXAqYNKkCtFcuiSJwhUWxKE5QfvIaJ195kQWsbpBSLXk0EEefSZDb9phoAX2vDthVc980ApLLjsu94ul7wtF1BlLDtO8q+Q/f9uY7+Azl+N+CRim1gTEgWn+3C2hewouchh8EEeFiyhmEVNkoQRN8axb7Q2Mp3ckeZQp8di3FSuQ73oH4rHQrOr33Qs9/6HnQw+G4OvU2Re+n51OUVhVL2bYcCI1ydoTB+FUm2+XFOlhXhJaYTM9A8l7wTCxqKnHkFrx6arWzUwNHHzsZfNcgNU1fOekOULfSaTYFVnXl8fotDfXy7hyC6y/pb/fuuWN50bYReh8EZEfJz/3IAUqG0Yswtfmlsux14E2n0W7xvV9xBzxTr8V38MsJA7QRbIOO6b5/foawOg8Hmwnh37cbZ+Ju6UfwDsM2+9YjqDgTq3pZKZB4SItSQW87rkjg5uB0Kg6CTHU4KeV/07nok1yKJbRBo5rAJr0kfEu+5uEfIwOAwcrL7A/AQii2TRyf5911Jjn/TuA8mQrNSImWKGFbyRC3EPCdgXRw80RH9JHDjQae2+JqXiNiJd/EIHQIQEVydFJsmm2pK7YL/HrI8IijmIz4LUu/OdYTpWaHJe99GNapI74PYT3EPVdsBykZuzc1xJicmFOt7LlMqGZH1UXbeqgpg3wEqVp2Nsn2fdGBW0WfmgPR+m/uojTEVGuAR2Km6ov0xpv5+7GlpAe73FD+fX9n7PEckW4BI7tZUMq6BAPBydn5xNW0gZeurFpX8Jvl+OFzQOmimMb/Iq+c4v4Hl8Y8IpPPphJSP4fphbBJsj8wpWbj8uuKBX+HVmzdQAHnNaGxzU1tF04ZaihF2gpBzQ/bIWQ2D+Hs+1Psw9ihgGP092vOFwgoRATqic2IO2Fph5q7HqHrFW1X3HU17getWQpY2oVFOGgpGMzJVGrIxokt4SWAQ6l4Q6U22TMfas2Xtz1Ijik2+Tp9xFGkAC3bh0NP8vx5FRURIAFgVtQpqayh1930+uA2dGzNAGPIiBhQ9rhhgs/+jKAyiIAnQyaNTOHiRCAkJzLmn2AA06hMAEDEDC5w8/TXb/VsZu6ZOK0dN49AoQe96k5pC6IbQ5CScxDncCRTRXYYNmXNBdABHgBk5acl9/AaAF1uEDh3Kbx3Ac8zR0GV6ZI6/d0pOZg0AbBWNUl7AydL81NvawSSPWo3+bs2MJsoGiBKRiX1Q578a+pv1Tq8b0PdunfQVIyA/nU9QSti3DSyEZUnITjpbmzg32IiqhoNfhCGiD+OkAmo0+r3rQ3bCXF8ztmWb64BAkDjh//qP/k/4d/9v/wh/1IfCisUKA+d7FFqggHHEqBFJNxWPflespxVe5BHkzjdi2y/sSpMDCsGyZDx+/Ijr9eKAo4EJKS/Iy4JSKxIt/p2CyTjM5gg4X5Gu0mifIwD6OWFnROaHOZ4jlJc8G2NIse6TU5hjNhtAI36tRcIK1vOdy0yxrHPX6VJKgBL2/QJpFZyA02nFmy9e4Xy6t/00sVWpY9cuBV4FrXr0JCEnhVCxptUroIqkFpHUVNEcuJfasF2vqKVi3600fM4Z96/ucT6fDbjQhqYRlJ2RKDkTSjjYbWxUrdopQyDM+OKLt96nDbVVrEuGlAqpxXxjiZCyXXPdL9BasET0qDYkKDIbKFdr9XHxUdPaU4U5M9p1x/ZkqWkfPz5auhiAD4+PUCWs6wlvv/gSr+5f4c3bL/Duw3u8eniD5XQCkCDNSKzXTOCcUQnIatgEgVGr1Xszsu3aoxeP093kTCOgElDRUFGh1EydbyukkXMyOfk/3N/mfRkpy00UW3nCvl2h2wVeLu8Hefzu0tZCWfCFp56CkVJG5GaLo7KD3BKI/GWNFABdAWwQ31z9NERFL43NCjGhBuByRIbjAS+YuOql4H+Lg+afn9BR1Z9lv+vhi9lEH/ecgJHvBh25kuAREuRecDHknrQhLal725R38GKhgWhqnAsWbA5iQqMGppMZJYEqqIFMy3qyksi1mqKfGCV4cKaqKl0p+R0ernK7p4c+2d/POwdD9e5h4r5ZTN/Z98eSyc3JvOP5MY4z8Xm/w+fe93Mgy/Td2Iam5vf2TOe40jvP9YOi7t99tov8fInY7+m9qlevmW3GrEt/Tv94BvF+wEdrCj4bj5dKcxoZN9oSgT0yR8X8R5kTlJJxUwSnDMOJQ03WdZBnBnVAgMrgfLjtHakYoIkpDOGVNvkoZrBrRP3NKQV+9HsHYOJgQwA68dgAHNLiBoKXn79e7R6OB1m6WrwPAHwE8tkBCR5Fzo4Loc8f+2zSoPse4O1K2d8r+so33R6FpQa+aEIHuT41qQIs68ZgyPZpomporZv1d93sbyZAdqDu9ox8Bh6fvGpa8rQ0WP/UYiTXpYxx5GQpbSkbxw+qkXg3clAGo7+6l2jqM/E+j36UBOjuld5GdREEcMc8xjoilGK8iYDFOY06WbgZaz0qK4BL9nZx3Kd5JbbRjaN/b/vb/wUGqhj9He7UiMJj52yxOG/jnGjiYEAY+CaDTycnbhdBiz3QdQYGYaGEqxRsuwAkWM8nPLw6AUSoToxq0Q4G/Ja94Gm7AiAs64rToqAE7HLB+fz6E5PpD3dE5Uvt/yGLFCJA1Ug7M0ZpcvKqWrOnO2Sz1NYN/L5h+FAwcx+yJrXLM7d8HLBAHz4AUGY0OICgASDAozdMmQ7auAAKiRNQq5FM9yMM+1kuhHF1jKzqOgJweL++PxMcXBsRyYm8opEf0szjvK6r8eYogIlLkTxHuUe2d5JX05cC0Oxg2AyaYJ6v9h33MvJealqapx80x1/NqApS3UjhqPsF2ioqdPAcxfiJYi8FEuOCMZ4mon3MoZ51qwfQh7zfgoCaE6PI7ssxW1QOm3HUpMRkHNcTTeJ6cnRgfJ/yqFxl24UaSMxqok6syE1TNS5GKLTxTcqb81olS1fb1dqSklVtI6DzSAV5uvGq2AS3SHEH3yI6jsijIS0ixcisrY84MThloO2m8+r8TmO/tbWhHTiEWgUmkYpzuuvfd+1dfU1O82LMdZ/n8t109j+aQ8SrrhLet1e4PgFrqThdgNNjxcPHHf+hf+VPUEoFu8MneHiY2aroYUFGgmoDE3A6ZbTW8M3X7/DmzRuTicRgtkqHran7Ypo7LAzoxLSmG6WeDkWQg1M/xJpqpDn63270hwrCQgADS16M6811SBFPzy0wknmgy/NaG1QuvZhQT1kTa7uqglpFk4LsleUs2k/xzTe/wt3dHXJOHfRSYqRl6eu01tpB7yYNj48foQo8Pn7A27ev0bYN7959wOXpCet6wk/+5Mf4+r39fn59h9PpjBz8bKL4+PRoJOWnE87rHcplpBAn7yOrYMgQ2SEC7FvB+f4Or2vFh/cf8dUvvsKf/PQnkJRwuV6wLisUXh0veR0QFrA0pxZnkAq0bnj37le4O58AJTs3E4CErV3xs5//DH/yJz/F17/6Cu/ffcDl6YraGt68eYPrdcfrV2/w5Zc/wpu3X+C03qEUk1OvX/8I0hj7lRygzMhsFeOoVOhKgGarNL4saEr2jo4zKBS3PMkG/d+EI8b4qgK6AbAKsYqGqhVSLz4vqANKtVWU4pUypQ19+Qd6/E7Ao3/9v/sP8Pf/q/8VfPGTHxs3LCJ8NEHckxQbnpHZ6TMBTGQbJjNQW4dwTbEh6qluA4yx39W1sltPV4+KuVWK/Zp5WMIx/PljnMB9A/nNjjG97K/jnWj6eXynCLU0IM3y/zVnJAmuKYXCo7nQYIaU9gmvYQ3kBcrSyQYJhEQWAryIofZNBZoz2ukBAFBtgIBsCtsYw1D+JuCIYMrj7+GIsFB3C7hCPJSp0YXj94g8ctXBFF8dvRs9HqSTATgeMBn/j07vHYrxZzWGz4FHnzmecSdN97pN/xzto/GvffqpQUjL08T/LoGRc3voN3yv7+PQCF1W9QwjUzZbk+7RTGwKeErs6wzuOdJORGrnNwOdkDFW8tQvkd7V04/gG4ECWrsHFMi2jr3qnTYDqih56ukmwN0ZI73Ao4XUwQSQp3z534297Go874WO6JXVZAASkbcXxp94BEyi59cP19oALuYjgAt2l1tmL84T7x/nAAgepABHeHrGS7I15EnwFEmzdmdyJfXiEUUREUW+uy1DJhFZtTkiYNsBNOC0mhEiauBSFYvGiWclT80KQI/UwJucga0Be/HIIX/GkjyFyPuybAaQpZPfx++dM7Bt9k8CqEpjnHrU2Lwyfc+UZmN9qJqGMeZn527qfUk4OFFiPlnHDkEXW7IDQiNVb5za0+BcgTXAS3pqFChScAzMGmT8GMBEUkj1yD4xg7S1ilZ3lFaQycizN2xoqjj5e+xeGavtFla+3l1x2d9DcDXFNzdUvUIKgdLyTCf4Po4OEEefwbsvJU8JE3gurI2R87NZBIdVbGy+Vs2lM9J3ukOD2bz2Cgv7h+tMqkcc2yML1ddeeFBjHODACohADj6kJOZoowGwsAOAIopmyUhgWiwdMRswc8CSKAx26jRZQN89u1HXTXWfVjF+nBLIy1gbBu3l6tUcIAqGpeoH8W4CQa1SZrqDOsjQ3XV9LUyNCZAj+Etc5g8AytrLxGhBNOsgPDOjolgBFxptT+lspL+eLmjPFbRiHCN5WcfTO6ijva9UtFOUiY9/b5vrgbHdA0BO2Qyb0E9jyhGZEb3mzndEZBFQeys+h2KtW7oawVP6UnKjxqoKqQKLKNbFeC9Vq4sDM44BhbBgcfqDzvmiNleYjcR8ydnSL0VRa8G2b9bGJU9t124zRNSeuCyI8uMAkNnS3EKf7XOoA5XRV6ETkhv7dl5rBgSqWh+St1dV0YIvJ2c0B64j+vV2mxLnPPkXhx+qtt/WinZ/gqQFndBdjf/lL/7Zz/HTn36B05JwWhhrZmTn2LOiJWJlzJtXHYaN8y+/+hXefPHG0tVgsqOUgpSWwaEEeHSeA0yeJilrRKDd7H2YtkzFSMOViHyygwEkUrNvsXglRltsEcVeixEox5w8nU8444yPjx9NLnlkVdCBNCdKVgZqLciZcX9/xvnuBBVF2YuDR9k4hAAsywlLTmjS8PR0RUrwkvFXXJ+uePp4watXr3A6n/DXf/0LqApOpxX/0t/5c5zOZ0gDfvrlyUBVTcAeBWUZlIHVq7+1ndEuDCKxVENYESPbz22tWsqr6SrbdcOSM86nBb/8xS/xq8T48ou3uD/b+G/lCVUL7vMdciLsIqhtB/Pi77qh7hu+/OK18R6lBSIV2/WC9+/f46tvvsa7b97hl7/8ClrMifD2yy/w5s0bPDy8QmsNX375U4ASylbx+HhBU8a6LmiV0Zo5bhdekdMZAFCrouRHkBK+/uYjWhX89Cd/hvP5HjkveLpcIA4i+a7lO6kBQtqL5GiXVcTusIbx0kXkUatWfW7fd9RaUeqO63bF075jlwqp1eyBH4D+8rnjd8Z5pD1n23IALcTWDSPfFMPS7opPbNSuDBnmMCRy1z1e6sRPGK+2B3MHFI4RP9o3utic7KKjITSTBoc34RZoeOn4NmX1Foy4PTs+M7DDqARNp5PnNzi01wl/u4EWm60JFvHUDc7Jy0ayeX7pDoLVhBaZIlLTtEAmhXE8C0b8hahI8gnQ5nd4UO+TUAxk6jwaylL/hJ7dYMA9eNbxMwQQ3780Pi8eejPHPvH9i2DjC9fS9F/7dSgy0Tb1jSymQ0+rC4USMLLB+GzaGAHzjupLEXkvHbdetrgR0d8IACmlMRuCzwIARIrlILcCTuzK8PN3nfkURKopvK26IcTTGHp1xBgUUdMyegQJmZIR3DBNwOtqZK7Z1rDWCi0VJJ7edL1axEtoQm6o9wGdI6C+7ZitjPFy43dRS22D37MrVVN0Syhbogba3N5j/j14ggI1iO/7ZIz/zNc78JO9MlLfJ9RSxRid16NfKtM5h/dFoPyGybQ83gEAlsWM9pQHuLRm4FTs89qApytwvQxAZZ3vnYBXXwD1Dnj82tvnIBQcfGEnc20WRQP2FJfePzTejdTTxjzqKwTSzGsU6E5w0XWZyGOO9Oi0Txwd3NdpHG76LeZKivUwn+Tj3xqgrj4085LFvhpDCR4h3upCNS8GUKhX0hERSK0opXqe/4a71Ug3KSWQp0+BCCsz9tbc5KduKN+fT9iKRV2ktJoxiYZ9f/x0P/yBD4uQdgPDgZ2UU+cHtDdy0KALLAV1Ro2RCEvJeaKadIAjRiql7AVpYi0DYIUgCouHdz8UXWudVfF05wSPtC5Otm7EmoBBRm28GqQEIYYmQiO16GUmc2j5NYCDTonciaWOr9N4lr+jyohGUz8X8P2dDEgy3hzpnxvHlvWv26XIi0XfWGTVJD+9j62sfLZ0Dy86wsQekS5QdaBNAQNBLYqF3TGgAbSpATvLung0g3okwSzXANXsqYoC0YSUzx3EivENjRVubAz+PHTgtfNguhMr2hNylsKhNDu4QpSTVzCeInBSWrrRC1j/5pRAeUFeF6TEuJaC0gwkzEtGB8eILTrNUzD7nGH24FInOCdLjUwc6Y9RgcqAZFYzpBOTRy+SR1AMQCb6P60L0ul0kEhGXKsTP6E5YnqqHaZIMp9colYcnJwTxgw/gmhF49Azbb4oE6QWtNogsAjHyFYcW5Ttmz9we+8PfKg5RpYFnICcCMvCOK0J5yVjyQlAweP7D2jnDFkTSrKIo7dv7sFNwCUjQ6B0AqVsPpOU8PjxsW9NpgtbGufCCwxIDuceMO9h5HLgUFE01hjRdA369hoySue15TJQKKEXWgkKA2KcTiPtvQOaULx69QoxcXR6kGXoAB+efonWKl69eY31fHKdXnG+O4GIUGvr0YDGnbPhet2wXTbkJTk4YRXqUkooteKkJ6zripQY63nFej4hLyta1/PYI4hclyAGyX3fcZR3tPwO0ITWXvf+DPCNVEwdpITHx484ZUs2bLVg2y7I/Ab3D2d89YtfQloD0oqUCVUercLYfgV7Wh+BkLMggXA6JfzqV+/BzHh8fML7d+/w/sMH7HvB/ekO7z68w4+++AIP9w84nc84390jLXdYFotItn00IS8ZrBbp+HB/Qm0KcfktqkjMSOmEShsAdVJ/PfhXbY0PXjpRQtOK2jbUumMvu0W+iVX9xHqC1oZt300FbA2lVOy1otaCuhfU0lDFoo6aGMjZo9siQ/IHfPxOwCMgOlnQ1RghkDPnhycljPyg6O2Ki3rIn1/Xbxj2Co76sF2rh7/j56xIGYniGIPh/CMPk7wBjXDzoG974WeoBH7tAY/T+cVPf50bze12ZVEVQhkWjST9QUQMJIX5sgYpttL0Pq7w0QTmzSlbZqeMv+Oa3xuANFUs0xk5iYOHkXsQy9N4fqpXX/z81mb63PEtIIoCLwKgv/Yo+3O6N9+BBIUBOUZlowPw6z/9+ngnwmFdfMtD4fSUz78KF/MP+DADJaaOGzEMlCLYth217MavkhMAce8C3AuN7kloTUxmtIRK5IDtIArsnRoAC9zg7wtbu+JPicxDv64OMvg1TpatzeUoiUWtIB2d5L0CUuxqwAD5FM4J2ZvVo4H6ddMxLDX0SmjCx3N7KAFG1NJ8fGoOMCMISgdOpAB25zAigKqDYC6LUja5PGoh2z9qAwwKYGWqDBVK0GhzgpXnrj4ObBFDUGDf7D7r4jxGMkC5dbVQe1UDT3ocuzi4Rh6F5P3NzjukekwJCwJtEDqf1aGfPKLpfDb+pFI8mijFdIn/oEefxThHpbgu2qb3B6z9vWrdPNbe5mjf4drpnA40+jsEv1W8hxtb5Cwg6hw7s8g0LsMwqkZqzrIsqNeCpHYdOVhACmQiUDYQV1RBDhSpAsiW4pJco1dkQO5xdy64XjcDNeB8EMSu3P3u96Ff97DoCgcVYkz7suIOgtiwHNtr6Tzm5Y0pb0q76Vbksl987iYannlNMCAm+p8DDNEOPBjWoR0MsbQReAo89SgPYJpqBFjal3HVSCseTeYRR14Cu/H8XsaBGLrfmG7DSA/xksIB2Tx8X2Hpcq5DknNnEUUkAvt7hkxiGFGtvZNGn7nMDoJ2hdizpnFShQMhGOPi11s3qT/B+jN47njSR0zGjyiq+VCrNW/rxPsRIs+WaOw5IsPATR6hahF7tj8ECX3IZ3MITcAzDd6sWSeLfjQwCSNYhrwPdEQ5gbyaEyzNLXtlupwXo0YgRvI+iKgcW7+jGdqVDp6G3fUTGFCUU+7g2KxWA749UELOyVOQ2ImRrXQ7OU+hqhrAo2KcWBh6Tqw9mt4xIu4o1oQacFtd/itsLSTyqsMSkVA+D5x3solCSPDv/B/+t/iLf/L/fjbuf9yHAq1CSkHJjNwSWhNUaUhCIFFUrqgs2JGgyaJgWl2RPFJprwsoMVIjlL3i8fGKf+nP/xyQ1PW7iBKrVJ1Gw0DFSGUFfN6HXjarbaEre3O7ldh1RosgPYLZg+w91rMvug7qdnkfYAuRcZ4xOUdQzE2FtIr3736Bsu/46Z/9KXLOFoVTjM9PATw+XZxK0lLXaqkoW0WThiWvKKWAmXE+r7ZW+As8PT6CM+Ph7o2nASpaa6j1gnU9Dx2BJzmgcG4yd7RSFEBSgJ8MWG8EaPIetagkEcHpdAKrVVW09FXC5fKE69MTWqtW0ylVqApqtf38tAJaGzI1JBD2suEXP/s5ajHwhVPC0+MTrtcrVI2U+8svvkA+Zbx98yXO5zOWvCDnFUwZBEXTAKq9AIKm7hxhzmCPqhYB6m6AG2Xue5EEV6DGeIcCq/1/opbmWltFlYqmFaImf1hPFjXcBLVW1GJE3KVWXLYNl8sFTRWXsuPj9YIPT4+4bFfofvVcPvnB21a/M/BovKgNkMDTqhCblQERzJ5i5dqCBnjk3i0S7Y7Xl47w2h0ePb5EbEqAgVmgKUJiMppn+aHTH4Sh8BJ5hMZtYxSfpN75TYb7eJ/Yaru19a2HRL65xrS2BW+He649/FZp9M9BWaWbKKMQqofWUcjHntcf137qbX5XBx2UoRubaHrmLK9vz/t9HNHfn3vOr9OOeV4C6N6OA3HfPP9jek7YBYAegdSRvmgHHdS5fi8vcvGJFxBAw6jVqZPxgxdw//b/8f+C/9R//D+G168euvzJiRGlvJs0I9z0cGOiUDLcoJAopQ3gZp3ZZxgYB02TjjDyYRUwoloj5+bEptxOij90mBxheFMLviAZBn2PZJJ+b2vHDZhw0I4wrpXbewGdlDqqncwVuuZjuFk/3+khNsjvl9RYCBvQXSr9uRhzSgBoxuBgmo4eBeNGiCpGBTUAlAGU0eRI+woPzgTioTkQxXejT0JzojxS2xYHc5JvSOIpRuzAV4ApKRtw5Jw/VsUtACY+vku0T9TOWRZPO2zH+TDL3gNgRk6KjdEGY1u0/oZFBvSd/VY0j8k6rWWgA3E0nxcG3yxv1Axe1RHl0J/j+wp5lA2GoWU0NAwVRq+gpNPj4HtKsuit5vdOvq4oeGe6UW8pRilnEO2jOpanyrCQRT5/z0dKNldl3pg0lNBPH8cULrpxLmFaw9Rzjomt2iNSkEPbvBAJgumIWvQ5yS5DuuHkLXJg8tneRtSBogAtGNo5EEHwKkl6mE8KeJq7AwMvbDTiSjtDe5vH3BkyLDh+iMY7ErNHp8XcM/D5gKv3WeZvJZ6W4lX6dAZfdR6BXiYCTD6O7rFX7zMOwmePBpPWMDaNT+2r5Pce67AboMq+H8CcfgQkByGD9iGFrhbzypc1xZzApHszI3lxlK6LD+XtWbtMxFvEbSbCui7glDxFEMg9ZdYcKIFXoRtr1Ns/gOgYC3I9zrMNHICilKY29UHzuQEDqNi5CwOA87URUelBTCziKYt9r54VoJhb0uX+gT9SjLRW3QmXMoBkABP1yXS0CdQb+U//yf8H7775+qXB/uM+RIBtQ03A7kWVmBXMwOmcuy4UoJ6I4HrdbI60BEkZy2qOrVrNwXc+30Garbe8JCzJKq2JOIsrwTk9TeYxGSdsU4XmUUURgH8ff9t8MSlpkWtWA4qhyfU0l0NMhDrZXPZd2JdDF4wZaNGyRspOagTVzQsVlLJh356wLBnLsqBJQ9kLahUQMfZtR9mD580iLEUUKWWspzus64rr9QpmQs4JOVsEF8HAG9Wx9lqZIlz8je3/oRuM9wmbCx3qqlDfx83xY3IgcQIpIamNCQE4ryseXj3gerniq69+ibvzGZIEigZoA8HAXxbF4/URDRvQFB/ef8Bf/9Vf+jifu8p5f3eP0/kO93d3uLu7By8rTqc75LwYfxolA7a6szuByJyRhGTyGZ6ejJGdJCTglNHI0uUlgGgRz7CBg2cjflfUKCyaNjSv/Gb/a84N14wYvjWUAI7833XbcNmtUux13/C0XXHZN7SyA2U3h6tGVc8f7vE7A48itI+mCSlqyomV6DQkk5zQ2c5B36jQP0HfcIhuVKx5cwnPAIZeHUZdKCcWGj4UAgsJ940/nhv7ylxLNzYInzS3xtJsmh0+/Zaxfunr2/v0Rfvs7DAOJ4OiAwFRPSC8TwQiD+WFCSrhkAVRleRGeZhC1V9q16GB/dJPnHUYz0/e6Tc/DsrPS99HV/0enn1z6LcM+1BZv8O98Hw+N3n5SgUOY9XfVGPe2jfxcxTlMsU5QCTCINj+bBvDs3oDHnzeBPr+j//hv/Fv4z/6H/kP4/Wre/f8GCfGuizYEqMQsO/GOXM6reCmndAQsPU/c01YdRh0rKYr66IjmiP4jjqYNMrQEiczkMO7QASzZHQqPOCjIV4hjDCiWOZnROSAG1afPGZDU71tQZIS33n4PljQd+sxkaIDxtgH2NLBm+l57JxIKvacpOPzJtaGLuN03FeakVjD37cD4OQgT7TXfxevlMZsAE7z0qgE9NncCzEoesU17ZbaeLbCAblmkUk5waKhIgpL7HrO3o/Tu6fk1e6NNtcApgCPfKw7mTV69I6BWmQAUtznMF4T+NEtYXYwS30f9XFrMZfIOZvmfRMHkMHGVad3iL6IczmYLMffs5HqGrI9wQEBJymOUzgB2tSIbtWMe1I2DnM3TGOdReRxDwkXNe+/90Ves5/nfEoxP1x2gRI4qekXXqge5CXov+eDOUNYwdBOumx4wSw3hz4Uw9b1E5fN3L90iFknEGDiLoxCBuRV/cQ5qML5QpHKQzZdddLbouqXS3ozdqB9qTB7RS1msJO5ghbDOlzPMpzHZEvoVwojS56diD5t+lKNClsRUTLvN4NlglwUpAEAwPXKNLiCmANcmCIE4+gvTy7ujKMHzdLqvCWHMXymo4U8lzAMuadKhfHRnXXoUq7fLd5Humzy//SqlGQVotiI4SNq2Tz8CSo7FFOFMqhhxn1/4j7HRI1Amhfn8qEwnCc9z+fG0Nqoe81BFiWbSVDRjJBYBXutWJYVHoeFo/HJPga254jroFAzwiMqowM7/nxxHb3rLM/0R+1tJmWIWkW+7OBitDnSzKGOrcP2De5jF/vsrMvYnhT8R4C6QezUG6q916LIRvx7UV3/F8fxuFoRpF0tFRdW4BxvX59MpiR2vkgbx8v1ChFByQxa0ogIJyNwvlw3PNzfoxTjM1pychkWUeEMbWr8ZEQeua0mK2H7bedwc7loE2bMNwVG4AHzoX4IRypbgEdBpaH2jGNwgQcxkPNs1oYlZyQmSBPUfcf1cjH6hPMJl6cnBx0MCGVOKHsBwMjLatxiRFjXjGVZsS5nEBHycnKAuUJagTDjfH+P9+/e4RGPaHLCumZzXpJV6bQ9dNpvILa2TCEymcRkugDCGQGTvc3OVcpgzSAFyiaANCQWnNaEL96+xi9+9oRvvv4K5z/7U5A2X5OmiwMVT5cLvvrqF0iaUPeCD998wMfHD3h1/xoP93fY94K7uwc8vHqN0/kOVpWu4P7hC5OJzs8oYCMRV7L9nxfAwaOwGQnJ9A6XC8oALxkMQsHj4LYij34ml/Fs2MHgNbII0OrgkTiBmjofMIpFJLVWLdLLK8SVWtH8pxJQmvEftdbMaanNi7L88I/fGXjEfFTWdBL9gfKaLeWgUN8wb5QowvBOkB7Ta2ZLPbxl03dNbGGqGq9LSgmeQj1d6gK/P/ETRtese/ueOD36CF4EGHW87LMHHX63B4xrn8ezqHsMlaJHyR2IBFKfdFN/UuTB+5NY1JVInlIxtL9QKHa9YS+8iEz9f6uTTYPk54Yi8Rmj9tc8fq2+nQGAm5+/zr2+8/M+852lCOiLJ+rN2d1L2fv69gwb84bBo3RYHwDiJjMhdjwtvDsTQvXZd3ve4GFc/NCBozjILRTyfxKVWMQqeCyZsWSGR7rbBgxFojQUa1/jKSrae60oClAghZBw0o0QGm6IGLkizMsW4FH1SBWtI9pHccym9VKl5uAh9Kib/nLTS85A9+1868Awjaic0TmjXHsoQLNyPc9J09y9kpn/jmhbyBX/PQimydPuQjmTZhFVwb/hCjqW1buswoigvH09rcKVwJfCPrv8A4YwniKK4neFAUN5sWpn870Br7jWgNNpijiK68lBlWZKybLYuG8bsFD3xsMJMS29bLHrij+7A0fRb9mAr5R8TXrfRaW85wONMSEmwyfGlmCpd1rGu8dlxOhk5sow9MA/F5+vme2diIDi8zklB6fgXFcJLAkiFYpmKUOEKH5klaWC/0U9HXSEJ0Ba9ekl7sET94Qq0BRVKnZPLeRs/Cgppe5NZiKvFGqGKlF2Wcd92jIn69vv+WhIYBYoGSiiASr0vJ6hgcy7ZURmAOrAEXUC18G94BLIda9WrWINIOZEcrBY4VE2zB5dqVA0NC0IL7q1qydSOA32dNAxFroDQSv3SKVxrgLkhQYwIjZm5xSzkUGbyFQsUPPiSxDqxmO7ye7OLwcXJi6tiDaKd7FiLUARj0IKYEQ8up3mXh6/tVYRUS3RTp3aEdGjrTa02vqeTsgOHmlPhwqwWubiBD00mLrxEd01PTI6GCBCCu4lB93X5YRSdyiNqj8KRdBiHlPWfaT8vtzTDbkbR2HsBt1DqBy1CVQbcmmIilQBulyvG4QIb98OnkCFeMQZgdmBFyLj0nRdlCZCWZvH5OmJTigrxufCsDka95s6pBu50iOEYM8CAPE0lCpYVvTCLrHOJCrpuTFMUEuzNCwDELEqq60hpQU5GW+WtS1A8rEFzubLvl17muG/OF44agOeLmgiuIqgiaX8vN3vDezjBbwmjxBSNDVOSoWAtEHVSA/XNWFd7/Dh4wVffvEjrKczVASXpwtyzsiAcVZRc+L8IXMUAM6nXk0yOWg0p7ZFJLJogNNwvdGiYk3uGZBoKpscwEgi6pxsvtL7fDe+fEGtG3ImKBpq3XF5esLl4yOIK+pSLfWKLBUsqA4eXr/Gab1D7APMCYkzVMkrdDWklA3Y3QvKfsHbL98ie9RgKxU1GciWl2xVHsNuddC6SxMxjlyAADVQjjgNGVpcFlQBw5yhe9nBEIgW4wdDA7PgbmV8+XrB4+MTfvXzv8CPf/IFcj5hEwP3tqeCr37+C3z1s19Y0Htt0Nrwox9/gbev3uDt2x+hVsG6nJHzCQJCqQW1NuMzdYCXKYHYfqokpJyReIWqkfKbTkD2N3x8PAI6sVUFtoCkQXK+LAnLkq24wboAe4BGPu7wao5qfKjNC1yINNSyo2pDj4asDbU1lNZQmnEfKQGlGsik4SjG3xwZ8jsEjyycOUL55ea7yIfuJI3hdcDYzE2fVIBXcCq9BCjECKxis+0hu3Zxv3b6czKWJjt8kvYBdPXbHC6GX/f7NY77O7jW6DYuJJQdJcsTnd7XvHpxyeiDiCgKb9b0+ggYj91bGVxF9o7jXVUN2f8UKOC6iF9DB/VSh/T5Xo/biKTPATu/k+fFT+YXvxdVFDe80re25jv2ISHgw2Mb5kFH2P/iSv9xVEVlCsP+9qPzLOHI0fA3AUAyihovh6kVxIrm6WCJGZQ9NH/i+ZGmEKqd1DVRMkMWnoLRFYQGajoAWcFIB9GI3AAo2T0MKHBviFQ35odcohSpOx4hE1El6YX51YWXgzCH6JI4BwPICX4loREZE4BTg4EGmQyIuVYHeZqBLYY6opNaz7w/wACbaP4bGJq5Tqkcx/QQBLl4GDM9okqtvRHZFVWpDoT5/UbHP6PcaQxK8vdO3hd3Z+Byte9OKzooV3bg1YO/v6ITXycn2JZmYBB7m90h18cwLDAJ66Khg4kU70UjqogNXOnpYUQj8ufWmpxRxeBfYo+QmhwBkIbB99TGfRPs3s2vFxjoVW4mTdwrrdM4rg4wWoQFUnNaLDYg0EHlkVZr4e1jTmhXpKUZX494elLza0ppfY8vpUKgSOcVZ4JV8kICqhW8tchmArAMigC4QWpnPtsLvo/DlEwvRR6yAF45TcI4Avo6ohAZDKGRWhCHOHAU+kp3bKlFcoXeADVdoDULoe9YcfI1XHUQDacEsPFPiQ6DhThZaqLLEI40V8R+4OkhwGHpBxcTSDwd2iPAfSlHuqJV2tO+R52JUFj6O0IJmXJPVYuIK8S7AyBNUBd6GuIpnCZzabepby2VKyEvyXmTxjkm0lw3dF0reHzqbtUyIzpFfF8PDTQIZGN8YqcMLsngSFFVUJtStybnnfWLgU3k49plhhuh9+dXnhohEG2ABhgLo8dzAE1BPf2q9x9GBA1Rn5BdJxR1XN/HeLvuUI8k4pyQTxmoAdBlH3NG8ncrbiQZNxWhc7+JgrzSZDCjhj8BgBleYaw7EByRHXlZsSxW2EAUaNVSQoisCEWS1gGA5FEVAfCFwzQ4uYLDkxKBJZy+kVbKXa8iBw+ktTGHohpcNiC7iXT6v3/tH/4D56f5F8cnDwFw2SDSsMkCkRM+fLjifMqmm7WM07rgtGTc3d1jXRKWZcHeEpoC225pP00EX//8a7x+/QpfvH6N02lFzhnLksHESGxRdj2alWxNgBnlcsHp7gxBtihN9dQrAtYEzNHYqgopO5AX5MS2rnyNN1HsQt3xMUBUBaiBPCrYbmfArzqClBw4evzwHo8fHvH+/Qdctg0Pr+88esZJnlPGsihSSsj5bO+kI3W3SQMhI2eLSKy1YckL1jUDerK0t1Lw8PYNnj5+wFYa5LLjjhg5L72qp0s6B0RHFcOOuylDCqBa0aqD7K25uVIhtVgRWs5Y1gThDKkWbZtyxhdfvoVIw9fffIXHj094eADumfD44RE/++uv8IuffQXAKh3fnc948+M3+PLNW9yd7nA+3Vu0Vou0XSClBa9enXDV1cHwBOLc01rRGoizk5nDC/W6roFqYI5Kd+CIKPh8weP7j/jmm3dY1hWvX7/Bw/0rlCY43Z3w4fERW9m63KzwiCMpHTgEBFE8rNaCKiantlKxlYq9VOy1YHOH8FYrtlIsyrpWWKra35zjdwoeJVdCVBVUh5GpLrRjL2cmy15ozRZJKAduoEgTaC2H+4cXZTaCDWy50a7mjdg34052NhnLs2IZ4dDz0Y3lrpTfGOm/wUFRIeSgruDZswdMpL1vvFWe6eKVJaCACxsLaQ6F/hjwa8qSKdaj/a7Q9woRw0N1zIefFLf+/gMA/NwRiPv3cdw+9gC00Lc2/bNHryyCoYzMqU6h8MXc4VDqf5NnfeLzYbbTmJszqDq3A0NJOtzg12lHf5fUN9ZIc/ihH1blyDaLDid45bT1fkXKXmEmCGx9fD/1ZuH9NJJ/Uw6opW4QEyUL05cK4+KBgxBwEmbfbOYUtC4TXOGGAM1laQdVZIRVxwKfqucYyOSgRHVPRtFRaj7EfWuD3DllAyDWh2GkRNpFU9/UpkiZTo6lRjhtHewNCgsyYZSYjzQ4jOsipa2/x9TTASSh2q6v0/vFiFAAUv5sN24NgHLQiBoG6V5ER/g162J9cD5bqtu+o6cQvrq39icA1dPgetqWODjnY0j+TrOQa2RKgHoKIDdAskUyhTYWAFGfYT43WgBWaeqHuGYCk5oYwXZEOAUwGHNpLwBVB4vwwiHWP+xAUA6lJYAiPQCa0ACqaJzjn1Pz56iBASIVVS3VkpP288debaS1ETULsX2uBIeAz73q5Y9bqV4xRkGZkZwUXaKNWJBYUanZtAVZZRVeLNrpez46R6N7pEMeN/IoU029KB8rBsA6gQ1mzNqH4oBoBwR8Hz7IqkhpJR8zijTGkD2Wnqn6/2fvX2JtS7Y2MegbI2KutfY+J08+7uN/1K9ydaAB7iKwG0gWAkzRwm5CA9EHiS5tC9GCHhKiQQPxEDIgWwJTCCFhgVSSVWDZGBeFLIyr/lv3v/fm4zz2XmvOiBiDxhgjIubaa588eW/mzcz/z0id3HuvNR8xY8ZjjC++8Q0Fe3Yjc5QFUp2xAbKpJrFPM4PdAxfUjncemTsHSEL9XfeaEXf7x+o9hQB4WmJN08ZV2IzJ2AGiFloW2SpN4NrmxBBLjxO1eQjUxIiyrUoa6eNjDQMceJjq7g0bbG9AUdbH7hhADLjgxM6AESdePl1Uu205fdXXiVG5ccxko9pY8d8DBAqwSQIKsrC7JUfo62LaXxG65/ezfjjavtvH3kdC/Dnmy+Q6SaXKsC3YHOi7uwNSXvoywQ6IRkhbCB0TjNXRYo7meO7xqMnnw8gp2Dcx2e6pTV3LzEW4Yy30Y3MaGZ2tqa2NWm1oaptDAbIm9z0UsPTtTB7+FmGdQOaEpsZuRNwqsuJ1hyYAJ4Uq3XzvP5VnykJANoc/Jc8GjWSySJtpGtVjw7Ik1GShUCZ8bZpGW6kgAK9fv8Ff/pN/ivMnZ/zsZ5/i1atXIFKLNod0MDHmkybNmG9LQtlWMFckTpbljBVMCVvIqbh2khKgywJuzeZB9ydtw6NC6OD5QBggMb+MLERbtYG0gFK25VErarNxSiD85te/hrq207oWMCfc3X+E0+mE48FC+QAfNmw6X7U1gEKKZN+sNhYivLv55qix6Jdlwf3LF1gvK1prWC8b0n2ycRmMapCxY4kQ4bF2gWQ2pwImkF2NZM/mvxt7h3wcV9StQVu1f2SjumzG5vvyd593oPDt67f46svXuJw3fPrZz/CLX/wJ1vOGYz7h448/A9MBKoR1TVjyBlDzucHHMi9gnNwssf4Eylbv1HZMZxv/YtrA0qAkUIhvzjQ0KcitYSurZQuF2TAVApCitgJxpm6wzEqtqHU1oexaUUoxBpECoCOabni8XMBEkGrZ1KqafVNaw1YrLnXDpVjSHrM1fzysI+BbBI/+3v/0f4F/7r/8X8Tf/o//x+yDWOgAlFKQyIyUlBKkNusAS37WSbP11BfYACsILp5IN46NQm5nT59MgNG1Yx9XmOmN/dNviDD4NOVCazp9PuAumo6NTCj7EsdoN/5GjLp2xFRb80X1Rj3CmKQ9SDWOneLKdQ/I2f15ABKgq/YFEGlxrz+fDLXfG5yhuZWunuvDTn/2szCCAHTxy3iGcHP6+9HxedybpgOuNSuuQZTdt3S7Xs+VD286cl+Uxo3iGhPAFcDRXGUzlt5TKz84CBQ7EDPAADz/rn5IZds2NxZHrLdCehRY4oHjhLswP1X/2zUuQA1NbFeDNUQ/FaTupMUWOJyVEY0Vbdh38ycQpTsZ5Nb4AqCBWjNK64YBInU9nQAgqldwGdcPR0DFmCXFezPxYMoA6Jneot4hjqZqIEwl9BC4vlUczunRq76b1Xzuj2edQJI4jsmMkuue3gTIzb4jOIMLT8+Pz6YwkOGg+WeeYtysvWJhY/1l2poSoB00hbfix7vOVNBZSOxfgF9psZ+ujYHjHcAXYHMwJqgY/hrAyYwDItMjigxtodkED6mbd7nF+0/0EwC7AbxrunjX6rQBMnApGGa97ciPCYr0JDiOq2vH9eK+ia4WWnXPUdFD3kimkwG4MGronYCB1qg/1nPzXKz1qopaK7Z1xXpYkMnyY5O/Z0oMEtPggS6DYZNsTmR65gZ/xBLzM8eUGXUfInQGbLhzzckFp5uzrG01djaOh50j5vzR/1UVjqvZrODgHCuhuZYPEUwLydcDArqGEQCz11zXiAmDWUPUNwdTol6H7UYyEcJg1PTOQhPTG2F/eQiSmD1DwM4hiuuIM1LEHXrqWle2ccEORI42GdPZzGgnRHYxY14Lhoht71MdZBksugjtpADTrx44OSjGSCjb1nehCXM/jqboBhIAuLDv3jig+Tga7Px4D6TBVmJQcxubLIwFyTI01dYMuEmpax2pz0lDn8hbmRwU5AjJAXIyFkDOC4id+c7sujQGVosIim8Qp2QhNCAyNhIInBZINn2RzqQCIUdIrLdD1EPHQ2LWDGSL2XQ8W3x/w/RSYmwZEzj4TPs+ZCBfQkrcHXIVS+bToAZ4a7xr2PhTBunEQIqXmGLJmeZFxXien8rXl6JALdCtYRPBw+nQddcOx4ycEpgzqjK2Bhz5DrZgMA7LgsOy4IsvvsTHH3/i2bgqXr9+h8vFsubmlHDMC5accXd/Z6LRk32s0qBi/plOCVBEpc9RtlXiACsDyoSaBI1szWzcDGDEwfd1nBTgICU5MG/mhNt6fV6wefxyfsS2bXj16iP87Bc/A/EJ9y9eYDlkZ4w6nMqE2gwMBXRsVntzUviJGNKSJvTuQBJswyFxxulEXXvnzes3ePHRS9gEFcZTZCxlBNieYDqCAkaL//tGHZECItBmQGq5bCBVHHI2jSABtq3h8XzB+Vzw1ZfvsK6b4QCUcLr7CH/2J5/i1cefgYRxTBVMCwiLaVw1Y5rXenTig4HXSRO4JcsY7mYWCTpgTmTJNDxw3t4BAhdgEDsjTD00tjRsbcPWSl+fmxTUugJKBiTVzfSLxEJmazUGnLRgLZqfbvOUAemtCS6l4rKtuGwbztuKh/WCx7KibgVrWdG2C1A3/NiAI+BbBI9e/+5znB8enEpnOw6injWFxoIh0+JnZTJA+g61xjeIhbgbm1fzdF/KHagKsGW65XTwdN3ZVqYwIuZ6PDVtaf5+qoCOpa9/+PxyQrev1Sc4TA/qMbSeXvRa2PjJPbwuOj3nCGW6tlCuQaOwcHwnxR2lPSgSdX36PPtKhDPxYYvqDfzsOyq0//2J8atXr9baZNg6N6CSeP+zY+WgXbCRbO14zlX68Brf+nIOaZyq9OQaev33NAjCx4Y7MDEOo8/ZsleRyBzy0f+u+tUPtEhrEG09cxOTx6MzIbMZouysit37V6c0C/u8Ancm1HYvFFDwFKpW0b0FCWDXGZQ0OfGx2inBWAETiLQDAn38dTBn+pcZFq6EsHYwGDnaz+/n9bHrQAXULWG/b+hy8NX9OECM3rmna16V+RnDkwUwKe4Of/eKTDReloYlME3UMbgmo73/7mBNxKsw+/0CoPNnDMAugA4oOjsqxLj98QBzFJCdAdSKO/NphBz6Lh9ETeBwTOjj9+THZRdu7OOF9u8z9KKifWZNJN/VfEIh0jaeZU7nFMyzqFt0jr6IxvuV8ZP9sGBuzetf37W5eq/dQzcGIhwE6Jo+AV6rHTOcaeubkdEkNAQCGEgAlIxx25qiiqBsBeu2AckcQZDvxgIobUEtK5bliGXxedYpzkPi9HssGm9uBgmchT058lOPtvYBPNEIRlgbhYnPHTyy+dmNY8Swj80wOAtlODfR/iYubt+HBtqQJ3OQhkK0HKBkItmcgmEp3vV0XHu21GjYL4MBNIPl1m/D2O5D1Z/EukqsT8ZSqnACJ0+bcy7OH5uQBAPchMecFXVg10ICE7jbpdf2hzuTMsTDdRJDtXw9rtcE9j3S4YQOtrXXMFh7/RXa07XJNojmiCcIyW5idgar1bnrqWjYeAJVhrpQbHCNNKY88uU8PgtbkIyrxc4m45R79jx1myK5DMXRtYswb/IqsNWKGtEFCtCSOhBlr9+AsaEtHf3E38v8btXGuwCIrInqIN7sR4hG36XB9IopcGLA7bpgn7qoL73xznVOkuOlMQE5G9nC78NioZ3J5x4AgDMQnsu6/FN5ptiAAmqDrCsezmfEmDuphSIzK+7U2GgibCA2BHRccHd3wouXH0HlLT7+5BXu7+9Bqp1Vk1JCTcX0jphxOh66xhFA4OyMR0RYqUJgjJHj6QRggJ0hWQCoi+lrD1NkAIwGJgPCB5AIH6vhq1n/Eg9lUjHGW8qM3BjLknE8nsD53lLNc4K06sC9drB416GvmjPmDQ1Wkn8OMnakim9wxjysiiKC5bCgVfH2jev4eu7nx5hmFYjaumo1cFuTxPdAm83FCtS62XgWxcO7R3z5u6/w+qvXePHyFS6XR0AZLz9+iV/84pf46KNX0GYhxEzZgD3BsDtAMN1E08Ni909bOiCxrxtTchojNaQpH8rIdMp9w9CvHyZhUtNRahUpkWsjNdS2AUpYy4bqWsrqYYqiYgoGQlCxeloGUO1MIwmh7EnnaIufZYNszjjqLP0fV/lWFSVFLBacTWHL5wmL2TQqn0KbDMPAjYcpRdtQt4++E4UAXE32cVx3sDpoRIhu3sGUeTfpymHpjvPXlF2VJid6XGc+gqbP97ecb9UBiic10v7/zpiKb6PCV4BTwGy2UzIdh9gtHDBX15vqzg71BXbU7Bo8ulWeTmaG6tMAJT6ojFX4uXPsbb7/itfd5gPueuMJh2EzG6W3DtP+ayweATJQN347mPSBANKH1j/u0+8ZNZ8Ms1v9VJ/8Ms3VUx3nZ1Ot5ozFh9FnPrCu32vpwsnD+Y1d6ERku8eeQcvXgd3iY19oJ9OE42fUddvxZGEoNQd64+SpdSiEY7H3VlIeBhX8Z1+8x7GxYz8EKQIkcWdeFEgeVvXUxpiu7d5oZ+DEsbNTF3Vwioin0u39Q9uo8w7siuu5kxj1n5+3A0wYz9nbq1cUYwLrHXPfPvFedj8J5v02QKew59ATCq+qTQBJd2RiME+TUHah6NZsd0gYWNTAoKij+PcdDPN6hNZHdmFtzp5Fw/qZKbs684dMFBqhGRggXgBffcx5OzR1ltLEkYswpZT3bRfra18sJ2Aq1sK4Zxdtnwf5NEnQ9C/29dSyu6jvwoWosKqly7XZx8TlVdFDf5oY5d2cZGcHZOlZde5f3KOUiuohBGXbQImxHIC0WIhpCz0hYRwPR1Bi106JVe4HMDtdNV+kY2cA2sNk0ds8SGs2B42Vx2waA8PYP9PdRYfjYP9TxI4yeeiZhtgQqF+jby4Fg0et3UznLff7RNgaO9hE4fCH6LMzQQKkiLW6ayy6MaAO7PZMYTrEuVViGok350/kGZMiVf0Alu2ZZp/KR6Xr6mh3LNjrHgRD4cFEGu9KR8YuB48idXiSoQUFtzE7C0Dg9ZrX4cmGGK3Y7yksHcO39zDYaIoIpRtzSbw6irZ1NqiKOkltmsfm7ufjXnxnvqeNIOf1exgfpzQ9GztL10LXCIFzO8OgVtTaega9xuZcJgckbw07nX72Y8ImhxooCULKqWdji8yKPTxxelcRbtefUYd91TO9xcYaTdMaxeYyudC/v7MgyoJNWg8WttmXlczQFG3qgsqw+ewf/r/+3Z/Esr9pUQBNUC4rHsnAT+uTDE4Nd02Apnh4XF1SgMDVgJq7u3u8/vIr3N3d4e7uDrUUY/05gFjQUGvFw2NCrdXHPRkwkBnLHdsMqAqIr02i2JwVA6CPWQPUGVBX2vONEkDBmEKp1McN2EFPu2fdNlRpaK2gtQICcHd3wul0QGbT2kw5wzQKGSLUQ6MM9InpOWwYeprJzddpncFsifFAnXFnQt4MlgTdimk4JcIWGz8RPKpsoXxsG6PkczcDaAj2o63xBA91IwElRSmC88MjCIxaGr764jXevn6HVoFf/PxP8cUXv/XQ15e4u3uBJR+xefKBnBYLqK72nOZ5sfuutPtPEiPFOA6b3eev7iWqgtA6a9c2gLWHrVn2YzO/6mVDk4LjcjCgUF3bCYR1MwaS+EZNvPNgLVr4Lnd/oLXWNddqE9c+avbT/0mrZsPpj3fe+HbTkYRxCIVYN5tSGsJj3NHjq7szPa934fgCU5jQlRHbZ/TpT937QsP8QF+kurHcvxjHzX6QfUG9Lph+WHd+DlKZFrc+oG/Uf/qsP6JOpxNAGjs9k+Hfvxx1jP96OwUFMf6O3aBomXnnr1d5b0TJN+jQAnryWewazaDg+4q1/VUD3Cg2ef0hZb7HdCuNH/TcrW/WaTaIdu+xd8bpnLk/fRulz5ij4/Y+HvVyg0anf1E4KkxAmPq4OmZ+4rj25M58e8/yHZdf//YL/OyTl/joxb29hmDiEE0j1N69kT+sYYIdIdo8OsccOArtHI0dZ7iNT9A0+kGA2va1OPs6wrhi/IVVGy2rY4ySLe4d7Ig09znYH/1GV0X7ux3e1NQLeAJwejr4mDzNWesAk+/EdsHuFoBHCCdPcwvxuEaweeKzuHdcV2wm7f1VFJ0ospunqTsacJr0kwU35jy1NrMwMQ/lY4blsQZM0EWurmHOrP16HUpHg8lTmoWCgYHFzzfvwX5viv34njzaaI8Q43Sj1bLK+TnszlBkvVtgx1e/fgBMIlaX1gyQoulFu5M12j/C0vydXrdbzE/Rj+alQWlegDF1JICGAQ3x3bhWu/6LhRlVI7lxMJDImUnSj+vU/pTAALIqSmsgAB+/uEfZCt6+ewASodYKvVzMiciWvc8yQimWfEBO2Yx8IoSezw/GofP27UsD4O8IpuPjY1hnI4TgwAd6F0muQ6ExR0zXGiwI6l2hOw8uCt2o9Pne9veG7TMP4T6fRZiPO0N9h9fvmVLCyOxp4zRC3XamWzzvBE6q0//FNTO0Z2fz+nVwwOwbk7YJcWkMU+aJ8QTT3AIGOOTAFlNo+4gPkRHSov6c4oa+6dl5PZs4uKUQUgPeaPdq9n1tZ1OgOzWj6ciZNtJNpH68i4UnDuHa0CcalyZ42J0CULH2mzdIKZhWk+3tzzwuYsyO3s7MBg6ZewkiRiZjoEVYTzCALus26uzrQmQCjHYGBY8h2mheX7yPkrXNeKcWXgagZ2ELJhf7WBhgJ129dp0ejbrTHfPj6B1hm6G/e47xA4O7jTXl0ykUNZMl3iRBQuqAJ4ghteL/+G/8a/ip/B5FFLhUbNRAqQDJhI+X0nBeK5oy1vIOH3/8CnlJaKI4nzeklLCWistlw93pHill4ADPsB3osGVgO58vnaV2ODKYGJ8u2TcM0xDvJ8K2XsB89GvYnDySOxhrSNR0cqAE5eT91DJ2pWQi8lIFiRhMCZd1M9F5qkhZuzD84ZCwZMbd3RGHZcEmJgquLdZGbyM18J9hIWc23dnm/GAKoW9yqwteD/KyDslIoI/3WitabcjLAeTC8nbAIOckSqbThwZCZAJriCxw5MlQDEypkNrw8O4RX33+FWoRlK3h3ZsHHJYDfvHLn+OTj18h54xaCnI64HzeQHrAshxQLmvXgzJQSqc5T/tPmp8DMaf6uuJrWyJjkgkpWBsUlixH1eJOJd5j2PdSsW0XECk4k7M1Ba1VVFGUUkCc3B+ItcLmLstn4/OumJbzAI4aWjPNxiL+rxkr6aYd+yMr33ouW1sAvYXZOmCnAYfB4zH4T5gYT5ygcVEzeHRajPYGQ2eJhKHGbjioOYHshmVnNvk5sYMA1WdFD+eqmfm8ryjN/98jUDuDaL7WrPTUHdgbHFgbTHaM+mK425ej3d3xFACZjH+NRTIG2vz97fJ1oqNPz56MO9huFX/NPa7O/IPK+66gwE5nKhhdfZOvHze/y+c65f663deF77g+QSN/z/Kea3Tgwh2u+blC2DSMdVsgn/q313pJtok9HUQ0WINXY+7HUv57/+N/Ff/N/9rfxX/2P/XPIuvQ+BBpKJvNVRnoO1zi6VpH8WcWBVLQU6P955nhqm367nrslhv4Y+DTZsenA8wLmMN452uiv8Neh9Zc6Pr6ngGtvm/M0mASBTumyegrPXSqW/foYETcn8RTy0e9dDgGyZ3EGck3moW3H9u/6iCIuiO8VeDjoz1bc3CiJRf79ixrUicPzK9JBEBG+8TPlNBD9BIZpUwjBCzqF5MURl2j3QkDMIvniXVNHEiK7G+cAdkmTxJ2XxKgKkB1UNriAKoGQqEC+TLeRyJgy+hC66GDxOasuEVr4tppQc/oB3hoXbU2m8NDusU1hw3FlqYzp/qjz+3rv4gitF+6IHkwLWJn39O/Kww4qipgEdMOoVDuGf3SHPOgy7uT6+82hTPHhHSwjGBVBG0rPRSGl4zm6AGnjOAas7l/EG0o5QdgnPm8aU7KnslrO8Rtx1CNMkJzsFvCRyGAHNzwtWaeNZQwheMnv04at1DpmzyiMkBACS0hf7djYfP+4uFN/iRdCy8c8cXfXfdeQrlSu+NvjBd0EAUixmQK22Y3/Y25MaeltwWFyGvosZH2vjgDDIoQSgaYdKrNcLzQ/x6PWkXcyFcsSqZ1geYgGnVnzcKqfMNNJ5shNiZiDGJyOAAsoUmixnTS1jqA0WvheDOGOW24u4NwAoGwIuXBCBYKllVy7ark48f346NtEALAMUEDJSUUH+/cgEOeNoPDVp5sg5QyOKceymjhZxbeVTPt8Geh8f53DCKQMzv82uz2LoUtYiDfcrANAIn+7uuSgYPWOgGW2YWlPx97/9jpcGHYPraUkAmfJ88gx5bJLQS+owhPbCUVCPaJfX4qH1gUFtHfCoAzVgJEGIky7k+KdTOQYhE4iAhnoFbgAJyO9/jNb75AShkvX94jLwsyE3LK4GQMnPPDI+pW0exl4bJeQEhIOeF4PCLlpevwpnTAYXGwRCpABi60ViEFaG0FME3RAgelk4WgRUIArVgOR9RScH44Q0mQDxmHwxF3pwO2umJ9fMDl8Yyf/fwTnO4WH+o2fnoGP4KHHBuQG36q2Y5ufe58OLODApPo7KPw9bopR8iJcbo/YatlhKy6iPnhcABJwuPjBakly2RKFbVe0GqBtAtSbmCubroppFVs24o3X73GX/3V73B+t0EbQMpIacEvfvmn+Iu/+Fsolw3HP7lD2VY8vnuHrz5/i3f5gj/7s7+FlBcP62O3r6m3t60d17p4+7U9NmAkJp0wl5gGo7OZPQIhtKqopaGUCx4uX+F8PuOzTz8d66ECWxO8ffsWd3cvcFnj/Qe7DFAlNG2oNRhJghri2bWiuL5UMJCKWBibVt/8i0y4P9LyrYJHhvgPNDeoo+oCpDxBoDtRwjh/N00vUFQg6GVklGORcIK1O+gEMzxFpMdxqyqKjgUr3L1RgStH+pnSfZIbYI/Vefw/nmv+RG+cs7s+birp2ICPCWUSNg1tgRk4GvdRnxzyAKSu7jYuHzOPUUWf1u65Gn9g/b/DEr3Iqu8TQxhoX3OuAk8ApPHN0wvMpsOM44T90usxHXQLgPzGmkfXN7v6nIi683Vd7QGkRkzwxLCZq6bxlvfG80zK4L7oMKT+cd/zt1lCZN58jgbA01RDLQ0oMxoBiRNY3F9WAGKLTyfQNDUH6Wo6mQt7IgC02EGynRmgQJXtmiEKGlnP3gcSOltm7BIHkDF5FioOMHSkoI9vO2C+D02haBOAECDRPCZaBdYVkND7gTF7GHZ/8WtHW3BCz/BEDcDR4rqlogtFA8DC9vwBFsXvqv63OhNp9p4xAK2onzr6I+qLsXfe0GwR8gnD70teX4JlW9vKsEh2Y8Pbsnn7pgycpjCxUqy902JMsELj/NoA8vbSDLRsAFM4edqGNdcs1XYHfEzt2f5FSFyT8c6I7FVWB5/ifQaoA/L7TIBaf+9uUfV29edMza4XulDRruH4Jj8ussiFdkCzXdgI4xBVc7iamuhuzpY5VXzHVRsWXpCXjK1W24TxSxET0rJ0/RtRc07v7+5Nj+BywbquqCJQAg44mEAwAUQZ6kZhdElpe0zs+ypqFm1fn+c+xhrBf/sSs3Fus7GMDuyHQxAOdMzxANBag+MhhpoQgWuEFpDP6QTy8SA+ryjaAEU62GEgkOnicGeFtFrRcgZdpfwR3/Lum3KqPSw4EUPROrOs93G/Z6sNSMnrZs8ppfn66yz2Jbs4Opxt0/pa1zWNiNBUPMNXhGfFu7D/29NzZ3KJRhZOD2dm6s+qOmmCKPxdDrZP1WY70w6E0TSsgjnTb+4C2KKK5m0TTSGw1O8qDdoESMY+6n3C33cnBzoonJiglCzUToHEjLwsxsZwYKupgJdsAtjwdYcM+IskEgB1UmiAjg9COOXFWBRQiJhobOigpGzzuSp5CJsCnKxOPEOlxlJjppE5zVN9E0xwWwFLauEPapn9PEMSBaPNgUlVB47teZfj0ll0CHzIQbM+djCGHutk70zvIIF7Vi3wlDhzZ4vZ/368Lt8PsRDweEFpgsfEyMcFioSmjBcgXM4rQITDkqGGCDhr0N5qc5aasPfDYv3r/u6E5WU2k4UZh2zzxW8//wpfiSAnGxM5Z6Sc8cs//YX1K7cRFNXGcA/TtYQGkTRABcg5o9WG8/kBtRQoGMfDC5St4HhMOB6SMzgFl/UR53dvUduKX/7pz2zeaxsUDSqrLblqM7PyvQE77uu2Zvpzto/lvTl8EAIY80aM2RHE2hMSdOSFLIzt/v4Or9+8xXYpON3dY1ks2cq2rliWEwQNOTVo29DKilo2aFM3DwkPbx/w1RdfYN1WEAiPD4+4PFxwOrzAL//238Ix3yGnA5bjEc0Ttiz5CE5HnA53OPAJUhMeHs/48ss3+JNf/AwNDbWGbeShcIj3vN8YVU9rv1cBho97XxfcvyFSpMSeqNiScKzn1RnSgnV9xOGQ8fDujT9jAi8LlBi1GlOsluJ5YxIUjCqKtjVspWJ1JmYrmyX3KBveXc7WnlJQWjEbxjPHohYHTX8ABsofUL4T5hEnT6kLdANUfCJPHnteW0XTPaofQAT3Kw3719Y3wkgtj27sCLSzCeZutrvAvAOrz03+w/G/6exHZ5xgAw1jGw727CCFieWEqR79vK8vRGSIad8xmq432yXYt+VUZV/E4/zkAypq/KQFbF7S8Vy/f4kAv29+nflp5iv8PvDFbDjE3905ui606yb9nu+/71CQir5F84W+Yf1mKv2HnBt1nJ1FnfvZ9CCzLTtuPvpSZILf1YfHbuv8Xeyk/hiKokG0WkIvZgDFMQ+CsAkzJuGeied9pVbbrcqJe7hGH0sZQHNxT8RcFQs7nvaJ6mwaAkaAOwYoAHNgVBqI0h7m3YFH7jXzfI+pD7IDIclDswKISgSLtTsaSNSqgRTHZWjrbJtlXUsOgDAbo+b+DiPORQfwE8e449zrKugGDDoy6UwnkhGe17O7+TXnsdrnJcWT1xQsJlKMfLJ1Ykv5ddSXPU7oosBzWzaxBT77M5A6AypbfZsAeLT3GkHz8gI4X4BLMf2CZRnnsoMy8X6YACwGMgkGABfgXYTKiQClergc2ecp2QLHCbhcrL7HA7B4vGSpRmrLIdAhoz1TcBciHCoaMAHUBrusTxJB348wzQhZhIUyQqHFWEGRBCPljK1cYHupputislG2m1dasfTaAYSoKS1kyqY1cFigVQxM8sw71BIqBMV1C5rattKSzete0jL6RhiNAugPQYhy6v8a6wTRmHI7M4UG8wZTN4kZdpq3dbqegQBDGJz0qR0gOfR9FmAK6bLjY8K3TSRiRiIbLwSGsr8jMUBmzrppexfT6kwDMAgQhj29u3qYKpG9P8DXFRBEyPoQm+PElCbLxG1CZiycetpqJUVVyyyGfj/fpfeELRG21oF6B5NGqJjnXFPpwrSmg5e7pJwClh3Y6yMqQIUzAdTtUfVXrH3KHeslwbLkPTUGDAiBASWs5iy5cHQH17wNxMXoc+KOZ8dPtsbs/V3hQJ6DVICHoIAtRNRFqSklJM+id3E9pOyitIAP0SaWlUwtvBCaOxhaWsVyMr3AsAVEA6gM+3/qI5y6NpYpljhwNG24ighqEwdBPTQSBqyx27CcuEv2iWeX48mgTikYduF7ABBvXyIQT25P9wUItLidw4zIbNgPjfex28T942+c/rUrAuBxBU5HmBfDUCRUBQ4PK/DyJbZNkBfBYbH56e2btwAxWmsopRpY6u9MlZGSeWhv3z10cDlnxqu7DGbCp69eIQYqEVnadyZ8+bsvcbo/OPlaur12vMsgBnIyUDklQl4YWwFUVmzbhstaXO83IXPC8WDXPJ1OaHVDqxbqtW0V9y9PADzLnxhQBgBz+CnkHaQyWqwHPsdLaGqS9vpFM1rRYcvw0LabjSXyuYJA2C4bYiOaUzIQbt1wPB5Rzm8Aj9o55ox1LUgOHP32r77E737zW5zPD8hLwssXL/Hnf/bn+OjVpzgd7gA1/SYoQQthK8bAZwiWnHE83uPVx4ptbVgfNqwfmcg5hwZo1Nq1N4esic1x0koHee1VDvswtgJaMJuJHBw2of9tveCyPqIUY0ovy4JjzricN3z55Zd48eIlXqSMRIK7nPHVX30OTR7m6Axwe00BztmmTd0qStmwbdYnHtYLijQ8lg2XsqJsK1A2QNY/bMz8QMq3Ch792/+X/yvO797hP/nP/6ehZEDRPNn2bvxEi+DaBZ06vC+worLTeJ29MPY/b8EU3U64djaunejr83SAVE8d5NsLxgCI3Ci5BcLcYJEEaNbFM68KE0/PAVD//1i8Zkjr1nNpHDUZqNflmwAe47q3oJVuJt8uFLCSIlL2AugTxHPnxvQx/9y153Qcrmql+LpHc+jvqps8d871tZ9+43ecgMo5rPLr60V4vnd+3bnzJSb4Tp/py9Pnu+4ZPU2HQ+C/+Pd6q/l/mKU7ltodupCHEde1EDaDoWozcVneNYaF4Sbu8eS9ryiMXemHNWfQDH9BfGfU1CoiG5R9pSPIPIYS0WDoeMjUbszSdC7FnEEG6GQF1AGgWaMkwJxWHVgJz8jDpXYdOgADHYCBJk/x7o2WnQaa4kQ3rimhh3OB0SdtXP/Tflr/U8Q8InEgQ8hD6qY5JgCN696/yxLm3zVxq6oOAIdhbSN1ODYRJhcxIrUCyysP6VudwqJAZG0TBbR4fclYRbibGjDaAvsSIi3srK9gf21nA4ikAYdin2u2746LA3jF6hUAHuXBQsP0Dviqb4lgMJ10oBLX61KoJfs42fUzSvaeS7F3EjQIeAgnzdsp8Z7IsUQ1Ie2g0quFaqWUICxo1cA9giAFCyKxi2gb8JDJMuE0tZCfdMjIOblujCLj0MNrUuxGi6Bdvv+wtZnZStHRp0yFFMfEGJ9Nn+lcBdxpn96Nju96D+iaauOHHRoZ2NL0lTv0IiMzaAAuMDCwVYLEuuwGszlc3I3zvvvLzukJDDLu6ee0VgHBBJKZhpBCcDgcPdxkOAEh9E0pGXspZwePhp4VAy7RFu1HQ5PolmkC9PD/qtp3qfuGpYNCyUGklsQ0WWyhGFpNkTbetZgAbxuPJRG/j2qIVKOHLsLHSzg1ehUaxWTaLARy52SwB1RtDVI2Yd0qIZM2Wz3jwa1rJRc6n1mlQDjP5oORZWyjCFN3+FckzPBelwAQFUArDUJiuiwpIbllZ31urFoWPsbGpiJyTVSAcoI6AGj3pQl4cyaYuvSBM5eMMeXPp0MzydhuYoAimcNNidEzo009/6l1pehh0AoDjhIQmbRGDoyxifbF55/j7/3v/vWnHeyn8s2KAFgtjL8tK87HFeJEauaMejBgI4DGJsDqzI54X6oywGxSJDIGHhNZ3goy3RsiY0+Ty5owM1LKyEsGthVt3VCmrIqUFCmdQKRGFoGZVflAyPke6/mMUhqYCUvOSGkBATgcs4dBArXYOtdqRZOG4/GjbmLpQLKj6pMPMmwZ9hjmkNuETuupKmhJ0Mq+tzPxWSk09Xy9hs9XCpzujrhgw7ZaNrFlWbAcjgA1cDrgsr7DcUlYloNLwGR88fnn+Cf/+C/x7s1bEDJevvgYyyHh41cf45NPfoa700ub78THZANSZiQHyFrdsG0WIXRY7vCLX/wJLo8P2NaK49HfMRSh/Wb1NmF+cvutEINktE3fSEHM+bH+ORvSw8xqM+BoW9ceXqbacHeXseQFeiIcDwe8+eoN3nz1FsfjEae7e7x69RFEFOdS0bxeVWzzYiMTUhcPc27N/kkz0fZVGrZaUEtx++mvT5jrtwoevfn8C7z98iuYoSF918MmY5twxWnA7KJk9mot69EAeMIRi103/9mtAd0ZBXOIjt9ufIf5Q33y/b7o+HJvf03XIwRdez50p2F07VFf3TvAn3DBY5LYm4GTQUgMTHyIK7fp6a2mdhsXe3oGXf8++bD67JHvu8r+s/GcN0JzdjdxEGn6+Na7/Kblfe1kBzwxHz78fr3++vTzZ64/7rI/fBcq4P+7RYq6VYUP0ejqv+v8F+1uMrmf4xx1ULOPrb1DrPS0p/xwi9XTopuirS2kQtV3PGtDSa2HcgDoDaLQyGg9OcKWHarvQChALrQKDOyJSNFToYcHoOYwD5HmydMjHqFpRKAc+je2kKKJZVbrLIC4JgwsiPtgfD1+ijFjFAMMyi68zO717EZf9xwwFGrdCZW2r0PfLXfHNv5mz4BG+z5nl/frBzumrxnTfWU6rw9qr9t191e4BeZtIg2di8rTcbUYS0cA25MK0IUcnEnOlEqWXS0EstHsmkR2jyoACkBvgeVoYJI0QDf7nciZQmwgU3/VZNeVBtAGY4QQuoZRDbArntufRWHAXTCUOO3bgHgASJEZJurrTjOExzkxJ6if2yeAaS2Md0oOSAY+ESEEZPpSqtHzyYx0hYMQ0l+tvWrCcmBQsxciImioIGT0rHGgzp6wneOEw/GABkVasqdidiUlsh3Twfm0/ldrxQ+ieFv23dM5+10HjuJQHfN031zqtv/A9frF9wPAgLx5Xr46cQIVYiNDexiTsXTI3kSfB7mLa9B0vgFIYbnYdeyYGOZDhDUcPLf3yMO7vE4tEVhTr9PMRGEHPswRNOCBNDSkYq7pv3Uw5GnLDOuiqx6p9j7WfbI4N+ohOmzVCQiKa6oDgd2Rw1iTux4YxkV1HlscQInVg5mgzcLuQm5tfzj1ezXP/hRZQlN2vT4Rd4qdSQZ1Jk4AR6E5NTWSd8kAjog8s5CIJ++kfj4l9mhIF2GPPuKsAWJGgc3bAR7ttI6ckdTfJRH2env2TCT2XOSZ3PqcOb1LAnpmtc70tQZyUDu63njPqtqZirOdM7X2mEUosiJO4y7eGSx889f/9Ff4qXwLpSmwbmiPF1wOB9SmWHy9kSbIOfVMaE0EpbomUZUuZAzP/KVCSMeDaRkxI7ElYwDsPbbWgBYhqgqRguPdAS8PLywrmlQHpxWgiu1yAchDsqVBIOAMvPpYsW4bCIRlOWDJAXD5gIIxxlurKK1YyCeAnBdIK54dDmPfZt5UCDPI/x82eAeVAcD9BhFLDw9ZMBZwaw+BhZXHGt/HhC8o6iaftAbihCMZQNvqhpwFRA1QhsJC0379q3+K3/7mtzguRyxLxosX9/jkk1c4HE5I6ej2sM+HjqCnnEDVAV9eLBQaDtydMhjA2zdvUGuz95yC2Z9QqmCa3Sf7ZtoYcvBIR1N6mxmDUUTRRHG5nC30XQ38N3eGXA2AsKQFL1+8xPlhxcO7R6yXDWVrWI4nLNmYZCLqwJMY81UFDYIiFasUrFpwkYKHtto83RpardBabcPySqvpx1y+/bA1NypE7MURAYly1xzqSKk7ogQTyGTEwqze2fdLRS83HfL31GecuPP1b11F3UnUJ98Pg8v+2tdsd3wHAdTNWKNYX9ty8Xs3mNywiJ0pmu5jVO8Pf2a9/uPKmLppeD6LVjzPBIorPH+mv+OZDRB0ZreInoYHhun7/D2BfTM+ewB07KjixjvXp3++97p7+/tr67f/4HaAVxgpZiS6cUkfRoc2W51uPlvQ8J+r1+7qYfTHr5PxDlsDvU6jPfdG1w+/kBsi3RGDd0U3YsWd8yoVEX4AwNdcBVwnIbQ8BAoS7U5GvDuj/5KnRYYvlDaK2AEkis/7IpjQM5wBE5vEeiQxu7aEa/VExrA5k5ndDB1sCdGmYS1ES6ALJwcDNMSayY2eENLuk6UO4EK9zZicFTTXg8b94u8AOTRfTeh+MZ3+xb3674Ju3fQw6KiDX2MGMHW6JvwdqoM9AiDTAOUAY/Owi3KLtyEROjCmMkAfKIx9RYAWfw8uXC0CyBk4nGxFLQ2Qza0y1zCS0HuiaRCSgz8JPXMaZXvW1hzMk/FMfbj5c0QWvB0oT86sCiZW9BUaYNYMLvYBEcaZvztVjEWHxrukCJEyppYxAaz9hMxQZcr2mSqYbez0xHq22CEYS4Dr+jUzVEnC2QSahoitMyISO9Ng9CNiYzHY+0AHBMwO+QHMT+6Ek4MP5MLBZvz7s06bbOHgxjzch8dka/SyW9BHvwpO8rww7N7kE3TF5gRyple3YVShzOM82LocodDc19ZJgBrBRvXn6OvFqIgBVH7niWWiQJ9foZiydnm4HI0HNrFvvzubJhMx9y785DX4/4MZNINwsU/fGd1T+0NdL0NkskncOnObjYl9unF7b2fgTXZc3COma4KH2yiYBeLhfSoCZVsThlsU7WzvparEWwbYWT+cLSMTJ/tHxvax8EBAwL1ubmb055ltTWMJwfRHoGDKNkVF/3AHk5jBrtnHye7JRFhJwTFOfb4hzxxKfVMkGIsEMkUlu24wftk2V5h5il72KARfd236ZIQYdry3IBDFs8S7H8vDfq3pzWAd0Os7rcGT0WBt4wAS3+hoP5XfvzSBrhvqwwWtCs4pdRAzLwEeqQPTwLZu2ErBoS5mggSAqIRlWSzkFh4eFptDEjbcHO4qOJUjlrsjiLOHQJptJEqojxtEKmqpLrdSQdnYsESMnBg5s+3l+JrTZPN1bUNz5kmtxrhlsqxcKt7XO2gUa3Ksx752ApDqoHAe7ECb8i10VkrbmwhhM7jdHuH85GPIyNZi2miRXl5at+upvUOrj3j78A4qGURHvP7yHc4Pj7g73uGjj14hpYQXL+7x6qNP3dRgVB/3s8sX5iwRIaUMk5Bwf5cJy3IEM2NbN5TNNoqWJUMPh64jR7G+uPA/+8ZF16ATdbZnrESC1qRrDTVVPD48oJQCXmxDYsncx3YrlkHvsBxxWA54wBmXxxWPjxcshyOOxyNefPyx2SXNtJmKCKo0NDFto00qVqm4tILHVkCqKK1AWgW04seucXRdvnXwiJmRXTldqu0Y5MWzMbjYJWXqYoBM2GVAA2ZjZCrdYcDeEgqHG2NBxvR110Ly3Yv5qrdMyyFREI7JuNb4gydjftrnGxaRDUBQX4SUtDt0ARL1HY3JCR+wga2AYRferOyHFLr1x9WiF8YsMAxbjSebit7447k22h1J3WgKhy9MTTPWwgcMo1efXC2aQJ58s+8WcYt+db/U0ytauYUDXzf1rW43fzve/zMt0AFF9GftRvwT5/65mt4orhmBG2NovuZcv94DdB/mGPVhdYBIsTvWDjZRU3HrW6/v+QMuxHmvdQD0XVb0n7ag244z0Jes7gwJVNjCbsmWgo6TRL9Vch0JW9yKhANo7A8Gd+KHXWcDkWsHRV+wisC3yfqkRJGGNt7MruP7/BKWtvD4vTeCOYndsIh/rQKaxjEMI+PMIJFgAljUACFxKyQReip55nFeMBZYu141PL0rZDi7/WEC7IiH6uCHG3Oqo15PXjD6etDbI8S7S7CPkgEuCuB4ZxpPh48AsId4xa3JjgtmVriY5ABQZG5oAWj5O2oVPUQsQuBQAc3omTWIRriZKKAGDPZhr2wgT20ufH21aPXzeWSui/Uo3h3R6D+46lONbrdfb8A4NtoiFkSCiaD7O41QPk6g1MCa+vqafWc/dE94AqsiKwli3pqcMBExwUpMVWBC0gDg3CyszbHWDF4SLjjjSCczAqV1Fsf9cWgBfW9F1TM2qTfdjbmdyB35Yctw6F/ESqnoTm9PgKAe9jRtkAxDZKyw1/cKoyJca2Eb371uRCgixkjKDh6pgpxZ1khBIqDIshWXBkGkml0j7qiwD1/VnpWMJ+ZbB+oDDArAVNXXegMipEkHRAJEaGrgZTokpGWBMqHO7pM+sWBut32vR69UJ8ClxPssY93sIXigFXKsK6TdeYEOu5CivSeTiR3YYWI0Zx0SMcDB4OuGaDRu/8xesW0AjBXe+kJeDgiGD3lIjkyX6eOwt03Ymb55pHN9HZBJQA87yzYWKZluUmJjQHVaLhFSClDZFVfIRIYj3G0AM+P9U+hjEoNJoWzX5MTgBh/bPkd4K/QEErNh5d/1lqLhaJLauwp2lvr9FTaGIqAzHFFbktRDFG0ufWqV/lS+1VIb8HiGVsE5m66RinjIavI09weoAGvZcLmsxvjJJsgObRBNKEvtl0tMoJxc4pF8nQo7TyFKePv2HdbL2UKssgljG6tNsBwyymabGIkZjAxKxvK7P52Qc8xLlp2NGWhVkIixrRes6xllKwZqHQ+WRCJMsz7HA+G8Wlc2EMy/QK3F5oyUzCqlMYMTETRnXNbm5pOz2iGdrUVoILUEF61ZGymA0/GAlgWXx4ZaCtZiukYv22/xl7/+K/zqV7/B5bGC6YSc7vBnf/rn+OSTn/fEFkQMaWz+BEVIshc3SwSCTGMtVvg4VmMZJhBevPgIoEds24ZtLbicz2Bm/PJPfunml49LFdS24nC8B9yHhq+NIgJjQJug/ratWDcLySNi1FqhMD7mkkyIW0UgRbE62MOUcDiecLorWNc3eP36DZbDASDCn+YD8ulo9VdFKQXnbQNxNjHsUrCVgm2zbGtrKyhSAC0w8OjH4i19WPnWwSMVAI2w8BGH08E+85HSHTXQ2JWanNAd3deNKcSPHaAwzBWo6eL3Rd0X0e74xjU5W2y1Pv8C+zdqiPVkkvUS65PEflWAV+TG8g4IuLr+DBL583XDRdHFBO0b7cY46TdbpDr4Nu3UzTEbO19k92y373O9JIdDo1BQum2gh+EEAMILWAoo6JOUpnv5Mq9qm+0pBdS0q9v7ht3T7yZAcWLxXF8T7/l0vuow0J4vBLjQ4nge/6VfI8x5Ghbls23+IRNND3ebHL35rGmUTO4E9brMABF01k3w6t2oms4L74+ohAE4tzdRtvmKLfyMmVGKsVGY4BosQPSnVgVIFSAzQEmpp4XlSXvGsnLY4hw7swA/adNgJ94sARw1D1MjcsHjCTgAHBDQSStIgUlAdwdIgS3cTV0HRyOTl1hYGWBAUOJxDa4DQOoWjwB6cMtAHMCY7kXhSPhtExvwEKBWc72hzm4im9+DITQm4uEYYPrZf3cqFy/owEmFZbIoDSaSvdgz14uDSGoC0+r3j+Hfs5DNJcTBm52b1O4xsTP63Epi921G8x4bDGJx7nq09kZ8h4lBluzagBmQwfhpz1CciSxT3PxumUeWteYi7Dn5tRx4CTbaHMbW14Yb41kVXdAcZIBhAFPWgABlMIlHFhrTKOUEZ4VDmrMU/HQsClkVbXVHMbuIrs+JTQtKrWilwrCphFKrhd4kz6wDczbBgG72WAudUYtpGcQ4bz8AwWwbIp6KnhlIQ1w4Ot+cKCpOam3WTLtVyPHmCBPjHjob2e+gOjLO9LPCBY6+48zGSchewzGf1lEhgpCHlnlWxwn3AWCJBpTseSHNU8WziS6XofXQVEy7Q3096uwm74eNIM6yFBhbqImBV7GQKRSH42K90EOPgbGe6vhgWsyo22djpdR+Xj/XgcqwAuM78oftPHkHF2Z2FdsGf8d8Jd5Rny4chFmS7/qrZVcTY3KJ17GHlfhL62FUHjqRyISzeyp5ApRCD8jWiWDbMuDZz+COqQG2nLOP1dTT3A8GEgboQuNvDqajrz/pYNprseHUSgOlxcXSzUEjKMhZl6OtPNQo0mpTglYLC1LYHMJE4DZCo0kbQjeyh3dWm/d5fn9jGBmRNjSSYslQY580d2CjrW2OSajbar5CgNrel4KxAES40F+fEJQfTGkNuKyAKLbMaGLRKzkbaFLLES9eKqAVZS149/YdmIDT6YRlSSDPTN1qgCaESnbdnDL4eADSmHMDANlWC1UyMWwCJyAlwsefvOi+aUoJS84QCM4PjzjLA6CKF/cvsRxMCqA1gbYNTAtEGi6Pj3j75h1yzvj0s58h54RSRjh1+IHTH9e/uinYoMwopfaQ7U5OUNcXbgM8UhJAC1rM51pBaGAIEoBjbrhcLsD2Bi+OJ9wdGh614d27R3zy6Sf4y//wV/inv/41tk0gSkgJ+PM//yX+4i/+Aq1mfPnFOxCpsYTSgrxYe9e2YckLoGqZylrDKb0AUoxZy4zXPAtrmEJ5WfDJJx+jlIKHh0e8e/MWjw+POJ7e4O7uhMOyGBvJhdJbWZGyhTILWyhja2arqijW9YLHy4rLtnbAkTPjwIvNIaJoWo0VJAQIoXpY4mFZ8Nknn+CQDzgcjvjiyy+Q8hFrFdStokrDed3w7vERD+dHMBIu9YLzdsHjuuLR9biKiOlUBjv9r1n51sEjTBO7RULEKDVjlV28SlpkhtAnTq8dTt1ZCQe5qTiNzSdvRz8TqKfuVFWnrdrAsljOYB99gEu+Myy8LpgAlK+5gIWp7a8zEOa5PbxNwoEnGjHtfi2JrfCOTn1d5W97/HuA6MYz9Llr/wVr7MC4UzztMobje83QulV6VpHp7/7zRl06Bf6Z6w56Mu2e7+ar0VFX0N6oHIb07vD3lrlK1A3ZeJ3DcO3A6NdcL46Hn++X9N1zHu07O9DduLx6Z/Pig2H0DAZcbxA32NAb7ybbr58xQI7Y+Ru28Nd2yh9E+R/+z/4N/H/+w3+K/8a/9J8DYO1WxBZiVo6h6N5e6xmv5nZTBbSR7cT6HMNEyGmkaLYQswGuJReUVnlPXw4QpiPH/ncpnhzJRIexCThn0NFZPvECSRwbZnRqrE5hZsBgy1zDi9qc5bIM1lAwh1idBRPOJaZ+ODGjsuvu7MKaokRonp8/h8rRYsezg1nigFhTzx5G6KIA6vdoniGNhnG/A3LC01Fy8K2OkLsejuejjMjYR+ShdSmji5nXYHy5J9jT3WK0a1MDlVpkdDOjtgMuSv57AtrmGcoC4HGgqTOwnH0UAF2tloFGxEGgZMAYwRlHHkqHuQ2ijzljJAA1eLa21qaMtzyep3dN/6PXg8f76no93j/AVh8m4JDBqYByAdcKrhUqilI8i5X4fOiWIqeglFcImo+hZECsKLZtg64bkgDLskCgOL24B+UTWlIUEjSyewsR0MYGlAHbZvDW8iGz73dbts03TWI9kAB24E41uoDzXLiHxNgO9DCjXM8mHNoQUg1xen9v5HR+UXMWIkxwgCTjGon3ac0JxurpCxyurQrrC8quZtjXVHhWIEJpFaTiBLwIN2rWHRWeAhvQTCAdadwBQGqzsDTRHrqIRqCuFutASqxJABDrkodWEZE5WtfJAIAuetqfd7K9QiNDZWKbhLYWsw+JMSYSp6vwr+l2CuQmbgtnA/hcC6W/C7+/qBjwKYrT8WTaKg4iG8Mn8pMBlHw8SbQJTdO8tyMZYELMBjD1d0m9bk0aUGFisRpMAnuOpqaVFOsMJxOftghiD3EMm9SBNYW1oyZ7n9z7HBBsR1HLp9XnGLh9iGrC244fmrvAgFYPkfMNxdAYVAMWRQWLh/zOdqDZpr6+OpBlU7n3kxA/75kkrb9w1+ny+s3TqwNGzIx/+//+b+H/9H/43+On8h0UFaBcALL55V0lpLrgJCekRCjlAsDm1rdv3wLwNeb+BLCAm+BwXMCTzVzVAGnmhpRckJ7Yx0vC4T5BL49QabiUinYpEKkoZYV4cg1mwuF4wHJYcHd/h61UPL59xPnhgkNe8OLFC5zu7lFbBbiAQXj95ZcopeHw6iOk7BphsMxwoMVmjFhrJ9tMKUBKyz4Y84UxhxQkVn8/2Jh9RCD2zUCyDISlCRgNqhUKQdMGqRV1W3HnLJrXX36FJWcjfX71W7x++yv8w3/n17g73eHnP/sMdy+OWI4Zn3z8c7x9+4BWEz66e+n3p55Nc6sbtlLRautMw2XJqBcDyzjmHNi6zkRopaLWgsPhgForpJkm2SeffIpaCz7/7edOII+5krG8eIFPPvkYj48PzvbZsG0FrQnu719g3TY8Xs4gYhxyBjKh1IoXL15gWRbUVo2RVFrPZG7/MqQV2+wB4f7FPY73dzjd3+Or12/w9s1bKJnNYUkKTG9rqxvOZcWlbMac2lZgvfgc8gPRXfwOyrfPPILvhow1CsAASAACk9HDaq0uyOd6KgrEzizBUmWaqKBA20Tl7ReegIvJ+IoFsB/Wqa77MtsUO5fqypBSXxj3507ONj11ogM8mNkc/dgpGWr4f/ujwvkcTuj8TO8rs4lw65ljQd05XJMGwe5Y3zGbv+twTeAZV+DM0/tNE+JNWz4Mien8+QE6QDNAkw9phdAjiBsHkwsY7+q5PnFtLl/f78nu5nPfBRgUhhmsHw02qhmp1w3zTeCYEC0NoEq9rfoVuwF0Gxyi6f/jGZ5WYqbMh5NGOwXiH3axeUkg4jOOUo9PHweN+YSRdrvN3cmP713rhZ0tGI6PXUbGDm8s8DyQHHWHOmVPTQoYIJCXCRQAeiakqJbvjI6tYB+EbCEMdpAbv0J7oOAWCyOAAHEGUs4uwky7trDtW0TncuCkAW/fGQMmwK44J3ma+uhEeTHjaFsdSyJg8bfS4Mypas/AvtO8i126epMzTiJkjCG9PnhCemzrcoSLEZkgtaoJZ3O0qfq1DLgzxpdfa0kTUwoGGhW1DHfByiIZ+bMh9s5FDBxDcwCmoQNi7IylqgZWxVglApwqbaCWWL9QDJALftyuffzdxzuMUJLm7z/AwyYe1pgcJA0j25lcRB5K5+tERP1ZClVjSYWuVgfVGITk9yF31Hx33p/3enMEEKhWu2doW20F+nhBW6tnf4rxGs6t8z4Iu82F5mutKEG6wNL3XxjB+BAnkrE7y5YqObkYqY0fAxqyv4POPvbd2pHyPRgQJgQaouQc2lwQC52Q0Aa6XtH2Zb92B1g1scN3xUOZnn48wCgkEB+haKbrMcykDpiYmWcAlKp4hj0e66W4EKyaTkh12QFz+Gw1Yw7xWNMAskSWUwKDZqKmSV0TCQE8xIbkmONsw97uCXia574JZGwfWz8EoZcS4Ah86ug2J6FnRQrLKvSbyNeeVsjYLYQOfBLgIc8OSLHs2C3xrJpSz1gcbHfmBM4ZobRpV2MHc6hfoc/fZILaEhbADCxOYBoie5of0zUPfbjaOLRrKwF8yEieyQodILM2ErE2F4zlYjxZNNjYQGtakTwjJXNCJum2nDRB9ffRg+6mpba/Wl+DSclEhedC9gCqxv4itvmcnUkbrzRmrQCObhjsP5VvuwiAiwJyhtaKx0zQJHisjzgdMg7MWLczPv30FV7c3+NwyhBUoCrSEpm9qrHXAFQQkgItG9gqbHMmKSNBcFgyXn30MUrdUMqGWu3fl68fADIh55QJWxWcmuLFR/e4y0egurYvFKVsYCZjxIBMM4xMfymlhFYbSCx07fy4gZeRNfC6UAe+gBwJDcJec5tSJcSsG7SZkL2PLrsGWcgeQ3tYshIBmXFIJ88KJjjdnVC3ivVsOk3/1t//B/js5c/xi1/8DJ9+9hlOp5OJjyOhygUJDF4YrRxQq0WK2L0YL+7vcbk8okKwsLFjt7Yh9Qy8voazAXeQhG2z8EMzdzJyylBVPLwr+OyzTwFf/0qpuFTboPrtb38HaaHz5HY1EV6/eYvWKk53d1ZnZ0ouBwvn3bYNrVZIazZ/J8K2FZRS+7ogTZyFJG5yZSynI15//iUeHs+oKkiHBcvxaOLtpeBSNpy3DWXbzHZE/Ws/R3zr4NF/9I/+EZgZ/9y/+C+ikQFFs43bDZWdhxqOqcVqagQy0nBtwzcYfsP0Zuja1xjGEM1HBvAw/tfv2wGKyQjql+rq+dcl6nfbOFNFX+TBkQLXjWgahkVcI3yzud4742126LwlOnCjI3xujuceR2I698kjPCm9HnTjuaY26QCS673cusVNB9B/6JOP/bkU6Nlpri7QjQAaz7XvV/O1MDXAaM8OQt2o8HNG9tPjpn6h8HCQyXHRW4y6q+tPx9D1gdMx8+fzcRrX0BneuTpP8Uz/fU+9ni3WmM+GW/2Ai6qnBicGc+7PPIcs9ELRV3i8Z1LEDj67pgMzuybEHMdtDrWKZXwyur9fdBrkQ9MEw1HvejDk+jwN1KZMZZHePUAQwOvmgMtMj41rBpgwPyMTjPVDRv1vTrFlQtcKkupghQMM6iCVKFA2AzFa89TyV6wmAXr4VmQzywU73SRvEpvr4+fcHsATUDnO6U2n009fU0LAmxcM8NTbLJFVTtpoq2hb8vu2OgFCtG8rTzfexck17qsDkCKy9ikNeLHArToMkXJnTc3rUCRViGehvgKMkLSoa6nAsgL58HQdndtCYUDekYDNUxuLGLgT7LJ+qnajtLf73Niqfp4fIN4P5uNoXFeqA+NQ34VUqDaUUtDEd3/Vupi0hq3afNwuFnomIramVGPGiEiXc7I1VD3Z93j0rp/UPODoB4BtWwLDoV+k7vyqjwFR0/SJjSabP4ZlId72kbp4hPoHY2IedTZ39FB9N+rHAbH2xYnxRVx3WGL93Ol0y6DbduH112tznGesWfR5lJdsc69UH25km+1MUKEOkgRDjZMxlaATAKYA+1zHySZdUYK00NixSplBbywe9kxsIAKx9rnemOtmQfXpxN9ByJV1c0sDkqE+hcOB0Q4eUR8pU5PYL8lDJfpgUzjQ6TYTJ6SFQSmjtgIlQmaGqIx3MA1pDdFfGqZNbAoaiwkGlqUcWvW2j+Bis1EN7v1hEnH360UYNlGy0H/2jG0MqG82KgGa3CENfbMIp0b0p8kWCnBOZXS93nHG+qT9gTwDpY+fkAUw7VRjVVGIlMZc2qdxez+2uaZdiDzqYkDg2NyNfsE5jb49TS++auzX7J/Kd1+KAq2gpNW8w0OFtAU1Z6zrhvP5HR4ODNUTsrPhWBbUg4Wym/VBHfQTARQCj7w1D0rUo9N925UZeTkg5WSZ1dgjXtjWwLop1nPBcckIUfrQu1TXdCxFcDlfUOvmgtAxb2Oa6yKKBv63R8tchTipxub8ZEfYF93m5GB3iz0TSKCopvEEcRkGQquK82VFXjJOywFFCwjAm6/e4ne/+xzSbI1+9epjfPTRK9zd3SMlW39LKS6YzwaSaANPoBCEoUo4HBYEA9jYnxk5Z2htfQ6wcWy+UmRuHOuVfX93f29t48c3aTiUFe8eHkFMyDm7bARDBNhqRToAKZ18HMeca3NlqxWlWB1ak277K5Gv0QZGi9ex1IraFO8ez+BDBvucfFlXlMsZnBc0MX3F1RlQUjczav4GlG8dPHp4/Rp/9R/9R/sPh43itF2fsDFPw9NBCEML089nymSgvK8oBsBEV5/HoI4Qum71XB98Xa6dmsmlnq8LunXv8dsIC5oWpiuQwD4exsdUQ6837aqs08/+td5q96cl6h71uPXYOv43TqI5wOnWu/W/bt58MGdsAvHsJgGAeUPGpITeYoMD9uTOO0tudrIwtWF0oOda4z3FDRYKQ06D4RQmeBy3f+u6q9d0qblMAFQ/Yj5oAsE6ADU37Hw+7Z/72Yd5H8A0f3XdN38kRTWiw0wENPQhut7DlDWsA0c9rkQBz5QUi06EAsRudWRWm50zY2E6IBTfeZcLQ7hnoHFWFCKzUIhSqytVBZDDE/uoe4dqbJK2WIiUiGc5M2O9s0wmI7sDRfB7awPgWdHIz5unZcDux2acIAPgio6e9SEWno5/oFNdQygaUY94Bndxor07eKRXg+NqPM+IeweP4l6LgT1I8Jzugw10jdTHOQoDxAjeZjwZbXFPGHCWpwuE3hQYqAItJn4SYTvQaiyneC9JMcLlPNxPgrnk77P5MUweGki9P3Qm2Q48mn6dfRxy1lT0B+bxj6hHFT5p5xkY6x/756IAeUa66GMOyDMxKkx3ybqsGcm2U1gtfICyb6aQ7YA6YCSrgUcQc26bP2No+Jig7m65Gz+ZTfDfw5141v76nkowL1QH4B71Zd2/LgS4JNoBGmNZGRM73olCAA2DG/2aw14azOUA3G6Vfk8o2DXKQri7zxP9QHUje9gy/SvaD38CfE6bRFLVNgXV54K+ieNjbTCrPNSJGZSMtWbvOm4SY9sdL2e+UWfawUOSZA+4wEKUSKk7XN2ZC9/P6yoOhM/7dOoOSAef4nrif/e1wRuRyTIHxnwEmtrbL+u6Sl1HxxrO6uugmk0fNt4lARCFTPpFc/v34eo9YtTVbL8dhyneAV1ZT30dpP4elYKJ4+2l6qRGa3Oe1iPnOWAnME77PtlTlIezuLNtgjel/g6mtgsAKoC3AItD08gd5d5fA+ADRvik1y2AWvX1pTOu2ODE3ZihwbOe9a1+Kn+EorDNgMuGSsDFGSE1V7Ra8fjwiJwYKhWn48HCn1WwHBZwYgOeydcFALkuIDCIxIEfA2ibuC5ftj6Q3C5M+QUUrqOnbJsdIrg8rqipuPyhAQjH08F0eUTQmuJyvgCqfZ2DmPxAMNhmcGMuT3S9AAeqJ4qE2vwRIak9e5yHK1uHr86It/U5yOnH5WA+pwK/++3nOD+esV02kBIOhyP+mb/1d/Dq1UdYDkcwJagCrdo9o/+3WpHdhFCfZG3OJaTFbEhRm59NhwoWBqsWutZEoCQG9vG0HrjdompAn0xam5wYd/d3BvBHaG6YzqKe8ZFMkNyvRRS2uTOKqmWEbTI2WprY/KewLHjNmUdbE2zFNI5QgNPdHTZpONeCx7cPqPoGioS70z1K2dDK5vbm96+1+Mco377mEdCNg93O1dVi0o+7QhKGJo0vGbMxo/0Cu3O73Ts7tf3YuVq3ragwLjrYM24xjJYn7nLPIfbkq6iF7Y6MNtk7S+NZr0OC5ivNv87LaiyO49nG8+v0Yc/CNftK4aw+V75mXdTd/yYHKu7Tja5xIQ0H+Lqx9LoqOk69+nyEY4XhE1fbm+BzJafu9PQVQm1CfYY6GoVu/H7jjvb3rF2z+2L0+Rvrxc2yD4vT7jGFMYgwnqeLhXG0w5Gml3Lrtb//6cd158XjWY/kh1w0FhTfZeQ0AKTQiPBdjFh85gmB+Fo3xJ0ejJ0G7kLJV+9Ab4RbunHLnqIcCJ2iABQmhz9AwNCqcUcagP3dU6IfgMsjzIj2f6EEHQY2hYMD+z22p5P/7J07YgvcGCGFeURqK0f2Oof6LXkj90phP+8prM4kvT+O+vD+OMxtD8TOnoWB6bju5Cz0EtdMbGyZzjoCMLlQ6OCTjmcNICWyqsVc2VzsOs5LB/Tsa1SMaRR11kjMQAYYpcWeefPr5uz1yPa+AhBsXr8aDCV/RwEuEfvnvB9/MZ8Q9p/r1JEDcUkMy/AWlp+33fXEoP5uEe9/6jdBjedmu2zRbhJOt9UhpeRaMU/nfOv3xsKtaplLpFZorZZZS4fDKJAR5kJk4O+Nmd9CmhTKw7n8vkvn4wWTA1FXPAV/YM8WTjbB2TQKiHBnPqjKTiAYiHnZrjIYHroLp5ospV56wNTu42kMwg1wHcFQ88F9KSMYyydskKvLFgfFRG2sszv6WsXmHYFtLFIwxgwY4LRnMHUgRtHDPmNe7mGRNO/gj7pa2u/mQz3AIXLC1ggdm/tODymbmmTWjBKxTD7KnnRyGI4AGOSLyZXowmQ5jWxe4g6gqqKqujaTOMhkmx0DABl1QwBPce3+3WSjert4y3b7CWT9isN+DBCoA2H2HixCVU1jLNo4uYB2gNAw8CjWvj3raLSdhp1OYy0e3XDu02m8Ph3tpJ7B1DTDYk12gCvCeBxZM7F6eHa7GB/xAq7t0+jI0UpTIdgYIMJvf/MbfPG7z/FT+SOWYpmySrNsYXXJyEQ4XzYkfuzr+OFoiTwO24acEzgltARnmQnStgJkoVYc0SAMJMnIC1smyGmZPxwOaI3QagXpAZwIDcYyqaWCSMZcQsDhsICYsK0FrTUcDwccXd9HHFzR5uAR0PvpPK5N0w6IcGXA/AohAc3zkjhowgBJaF362qxur/marNrQVJA44f7uDpfzGa9fv8Zf/uNf4XJe8eknn+DnP/sZ8mFB+sz0h0jZGDoBZrmvkXabMpNf4WOTqoWEMWBjUA3oS8uds7esXuJzeGi7dr/Fh2WrBjIFuzCyPb58YSLmVdTEsz0SJecMBVA2E4cUxCYMQZt2LTtRQZOYH2HfwcLdm1aU1lBaw1Yb1lohRHi8XEx0e8mgnFw0+x2M10aobfVN278ZwBHwHYFHhEFfJaeohiFou1y+5FGk0PRpOmxYGr5Cd9yAngY1FoMnxuHONtLp/1PdJjvqyo2IroSwkmJBus2zcDUDijUooI1BbzbDZzh+RCNkbSfwCe14GrA3Cq/bdfxiz78XTJ4Pun447VYreUNct01cwsCG0VZPjnPDYAfwUDymV+IZf2ROmiddkDba3pDmLq4al3ZDrFeKdO+nxvW1T2UDq9RZt0GhetVAz/gXz/odV+CJsY7IM6zETTFZ1fbBYFc/BRE+3MUZjbf/bXyrvd27tYZubN96nO4SzK7MuOL1aazqkibfv2P2exU3hkMs0f6xZ1YLCmyDNkLRigDMckpIeUHOS3dMWvdop5Zid6DjsxhDJqoRlYhuD4igyRlpuTcMpjWAkjFNlsWz2mTPvBXnC0Axdc+D0D9pDZRiHvOxxOL/GE/oCISrcDi/Jonp7YQuT4RzAfD0GaMKAMaEMHmNNP/uwFoPj9rTs+37AHF8AXjSJadF4mbh0SZKI0wu6gIe4VdMdj9xse4IsSMgMvyYcHaIZ3t9UzZWEJNpIcFBnSoGpuRs82BV4PzoWlYMrMVAJ/i9IYAk038KppYAriw5PSONEDN1mjh53YPV1cXDCdOCO4FQflxkx4z1U2KivwLHIAAKQJG1zsGrhPHZ+sykAiCn7ICm1WM4ulZExOUbYh0DtNiuMidGz5UdgvM6rZPTq2fY6xSMBB3EBBLah7V9T+WCZinCk783dYH8CBqaFlnDidj7FvpiyWyZftBggqeinuBQp6EwFpyY0W3KmVp9t6hZe4poT+c8XtDVuPMhS4CPnfnLCVQKmwkAPOQq1hQL3SWQMvKyQOqG1ordsilSAACI7mvAR0rs2iHc+2y3FSZAPeZxsx0aGje0OVuhN1QPmVBjW3UZEeoGDLShAw3N249h7Dfzd+w5mqonZLGpVUMDKdo6ObOu3m5as39DmNsYChZS0YDW0EqBNtcbSsmfdwBR/dX2QWE6RjsH078b0Nh4a0Q0dIvmb2PdSD630dT87J8vCZRjLprauKexCrvOV0MCQiOROOwyDODHbbu+boJAodWkxhoIdtpYdhQpRNZlONbSYlPQhInNNWSATXKcIvTS0vdMy4z2xyAPUQfGJnhzZ/7v/9/+Tfy///1/Dz+VP2JpsHW4NUgVrMeKdHfCed36QAgNSXXwSHWx5cptOGHCWjZjBTLAYKTESEg4LSfkhZ0lK4Mdg+QgMSFpQvINx55SkSpaKSh1w3pZkVOCygFf/OZz3N/f46OPP8KyHHz/qeHABwOPUvRN9+GmqUqQh5mjo0+2Ki7w7TOu16FVAaOisx7hIeVMPXScINCm0KSQLNjWgv/gH/1/8fhwxi9/8Qv88he/wEevPgIRYbsA7fGM2hqoVCyLhWxdthWkhOVuMdBWI/mVGhHa6ysglzHBzsYzoXMCsU65TsSYiw4IR1sQA4fDycaeAz2lFlwuJvTdmpjYdrN53ub0ihoZFF2rLcL4RNRC6UFQNZa7jEZ24IjQxJhItTWUVk0UfVvxsK6Qd2+x1opz2WzuWzOADef1LawBruzZv+blO2Ie2UA2ITrtBn/8F3HGyRcPADu/KsJB3D33HSnqC56tbVeuczguz9uz3Z7efxK7FgOQmEUVx4D02oz1LKp7Vf29wWqL45S5iVxOY26smEAmv+pW3buRNn82VeipgeAVnnaC6Or758P9NG4wv5pYXgdi/r5C6I6MUoIqgX1XfoidWvsaQ2oYPQQZxljshmEC1p5JfRhXiT60A5HcpB7tdmUkR426/Td9eeX83L53/IuJc88+ief9gzbEw2AGOlh14xZ4+mDuTD/5dHI4yLNAfG0dvJ1/ADv736TE7jS7hoqKAtm1i1LyjDgx62Q/JhZ4y1pTa3GAac+yiHfRHKxkN7SXRKiiHdLoWApd9dHQOpq9Ap0AixgHEX6EOMeP24Ek84idxxmh6xlBbcGr4qLR6hOyp/SyrSbsAR6a2CpRtRujQhXGqnEjK0LG5jT0AAZYIXhC9Q2DitQ8M0r7tolbK9v5HGFv07PKlF0sMp8xgOOdnbwcgLxOQI0/ryigm2kK5eThgNWJODK0jXq7JnOqazB0eIBxSkOvSF2YvDXLYAex79izzkXnMIvMGEuJBwst3qXA/l43fwYazTkvUHLFYCK/Z2RLEwHq6mwoArT467xeaW6U98wTqtoFQhXSd/uCCTJYe0ZbXxJDloRS8wjzS6YlwZzQVHF+PIMy4Xh3D0ICkyJBUWBAVVWAWwNRAueExIK2be9/hj9CySkhtAGNBMeAKFppYAUOh+TDPnZtPcxBYcBBsvZKTFBxsOH6JgpgSlISdjvB7tkFs1WnkLN9SMQQ1b5iNPkaGesa9fUrGCNjXZxti7GRFl/6Gh4MkMjwpooWIRexGRZC7FCfcnx32lBCiMMnrGLzdho6dLGu50V6eMicqj3usV+7rG6xA57ifr6OiwM7xpDbLIObA0fBoLJki8GKG2wYASYiYkz+Hmri7RgtRQCUrC2aRqZbawYLv1LQEokcDFyJTGQEBnH2ELjxnOIOqmiIzhNMn97nKTJQjHx6Nm37sLMNOGphI9DEWPJ+A98KJgCJUmcBXPfPWWsqhNFn23UwnrzXaIdXzcmW1peE6E/GTvTncOe8tepsDLuXzSE2Fxtzz/UKAZBvRofkQGgq2fU9LDTAbR8/H2Qf/VS+m6KwDJ+1AFvBthyg2lBqQwMhLUcQZ7y8X7CWCqKEphWKOjYKA9RVW0+TL6t8xxASy3CtMdsJpNgYT5wgRSBVkRbGyxevkDMB2rBuZ1wujzifH/DbhwcccsYXn3+JX/7i58hLxt09kDgDSmjakNOCtcF8IVBnFkZhoc446s+txqjtJiENP1VEUMuG5bDYnC/GiExIFhrm5x9PJ+S8YNsu+NU/+St8/vlX+Dt/+2/jz/7sz3A4HqHSICpgXvDyo1coW8G2bkARHJYFS176po6IuFYf+cI26htJaYDxwyYdH8s+r6praEoz5r6G7cE252ZKloWyFJStGDMzEd49nIdY9mT2qgKM5NWxeVhU0URcotHeO6mgqc3n0s3ciiYNCkVtirUILlvDeVtxLhvWsqIB2FrFJg0l2PaA2U1/A8t3Ax5NBohNyA0aWaEwdhw6K+eZMtZbGg6rX3+AKSOL1OwyYfq9G1KA7/pN0M21jez3m+NNdyBD9Jdel7jhuJB041un/wNf87g3KrO75e6nzQdXF4s6++I4nxPG4nBebzOPntx7Agr2xw9Hx4xP6QZTpIg1bhZBe2jJ08dVALH1cwt4m43O3fNct9Vk/M7vY9gnuu9vyerJH9gOcfORPe/2Wbv3EjPbVJ9gbH0o8DLfpZ/RDRzaf+5/zFT1cc6Vr/+1t78NlnUnY3onP5Zi4E9zQzGByHa+VRIkZfPjuyOSDGSKsAExVpw0gEjc2RihNdeFmJCyuQQZzZln8d78Pog5QQfjBA4OEXmoFMw4jjCj+G4u8+2d0YHE0FaBUkCLpStF9vCpFiCHnxNgUjxLgCSdCq3OXMnomjtde8dnowArmoxwtpiFnElt9XZ2T/8C9lwt+fZ9rOZhFVy1bUqDCbT4OTKDIsOZgChwOAFlBbZmAtaZgWMC7u8B1yS4enPo2kuEPv+AFtMpKsUYRYg2iXOSGbZ5MTBmeNxWGozFxJsd504aCuy6vHjdHUjTZm0Shfv/0C2ebXMgccq+tivVQssIJoYe7aO1U8e/cZnfT/SB+Mrrpp61rYlYmvp5vWVCOjiTzsHBlBl390ckTrg8nCGlIgFI2Vgqx5Swriuyh8cEY6Y5uKDOMJGBD6EBAAEAAElEQVTWHF99ZgfmeyimleGONtHkOPvy2czR7TYHPDyomZ4U1fHMAJBDfPTKmIhEeVFspNlYULI12qA8IN6HGfECnk/07zioJn7xpg2CNoAcjU3AYZPtGC/usMgVVWyENBog2mpDouQaFr6uqDFmVCyLmpH0LFSPs/XhWtUycCXL7mWMAXRnSglI2XW1InQBkUkrduSfvivA5ubsWS8rwcZtADY+rFPOWA6LrwkFBE9N38Oo7FqtpT6VdE1EH/sc73Xa1DFN3uoAW/Ywjwhds+fs7GnvRESMRIyGgiqMw+FozAY4fowBHFEaodoAoA6qzXNd+HDxmdnO84YqHFx7agXNNsE1g3185wBkbODN4FRYzKpIbsupctew4ghv9DrSlIGUKnwjIAYDmSNL5ELr9g6ruo4TA5STgYVqDAaZfV6vI/tmTWRf+ql8j6Xbr4T65i2QMw4v7sDMWEtF/eotDstnyAvjcd0Q2UBzSnjx8oR124xpnseGPhFjvaw2ZmOPxu9TGZb0SRsOvJn5gYTL+WRrFwk4Afd39wAU6/oVvvj8S7x+/RU+/vgVzm8fIKXhcDjhsBxAB0Aao9SGJS99HGICQYzxNPkzAIwnRT1KR3vmR8GJCuiYYSxGAKSgpKhakH1DVJrid7/5Al999RVef/kar9+8w9/+Z/4OPv34MxCSRXyAALVkMiklmOC1aRIWItzdnaAKnB8uSLy4P+HsZ/VJhOL3p45GJ2UEeORzcGt1OnasIU0e0Zqdc06MAkZSxR2Zj1uLr/tq8/2SM0AJ50tB6OUGpaKJMbRqNYCskVoS2SqoraLVhlIriBRrK1hbwdYK1lqwFQOHSilYW8XaCkr7m8c0ui7fEXg0ENGuuXN9xM748d0L8uwa3hFjZ2DnALuoYuzkdwT26vpXWM/VfWUHSPgXHSjxJ9hdgHwVHNDBBHjolLGjL3/9rK/30z+kaIS5hU81g1sdKtk9cW+DbszBY/TTlIp1X2Y4IoxLIOyLsesYu6nzvuOTKmP+/naZcJU+4O2LGTS6Uddrx3LeLfWLEsyvDGHK4eyagUq7dzVKZJ+ewbZbhtKtsgeOdKqm06AnW/Gb9osnfekWaPHM38/XfR+uNmuOxYlPfPhpF/HHVP7+v/OP8PrdI/5b/9W/i+zOBmCsIlVCjd0UMJYcbBT/5w4YADAlD3Mzs9ouNPot055dRi7iOBbZONRBj77Ewaj6yRdhkQEqJVyBA9WzeFkGI0ixax0XIN8BtTlh0he4Jg5ezI5iACPORMEEKDwRlabhYMSuWIAHTZ1RI17XAHKiWQIECzBkHuN+74Uss4rQtCp5GFiBfU+hFeTAxWYU9O77dsNvzPGgEApX/4fxjK0F4jG9a0T80PTu/dogq8tO12yeg/xZKHu7+HMXtbYvzZ4tyQDAmIDCLj7uYX2oVqeyAeLXYh1tKurAntp7b3FueKnhQE1tJeLtc/UOonzdWG4y2oCy9atgk6m1q4W0GDgizYy05N72MHaDdWHzR60NtTYkANIqyrahbQXZnUJmxpIzSi3OlrDR4pKYxnCGOc+1FGhrlr6eCIfD4f3P9EcqsXIb3qaGEe8OiO8VGsxcTLaO7jM8iuvouJ9gJTJgxWRN7hipr4SMm/O1YDBcAmB4KjNu7R7ZyYKJc818FaiFd3Xnx989pDNSUgcd7B2lnPqaGGuKPQJZH5vMxA5CMCEfbO6tbUWiA2KQEuD6NgzK1J+rM2WnzY+4aOjoxMNw8mxuMHaTxGbBlc0YLC1OqQOYnR3v94qwKsWww4gs9HuA6RGOFeOILUSavZ3FdD0sfDE7Ti9DSByAMlk67FibMdpNIT3kLU96aZrYxXxtTdtlEOWhN2RCt3GN0QaJGUrc37+xQKde488KtxvJUg/2vjn3r3gO67OEkWnXxIBtT9TC8mYQhwhdCgLM4Gws0M50cudTVDv5smvKxGYn2XOUtiFxBucF7BmqmNnIFa1CVfC/+V/+z/GrX/0T/FS+51LUQ9kqLryhUcJWG3LKOBzfYasNCzMyE5acoJzQmiJ1WQ1yxonZBdu2GaAN9KRORJbRS8izsUk1eUgGiC9Q2LIeuSuWfMJnn30GlYZtK7i/vwOB8Ph4xroW3N3dgbcMkguEGHhh1++JWtTnYB1pgAQyvJTwt/qA8/4LMmZvswyl7CL2DEJbCx7XDa+//AqXS0EtDcvhhH/2P/F38OlnP0NKCevFEnkQLKPZsiSslw2ttT52aqsopTo7P+Y0b0uG5c6I8NC+qb0f4xLi1X0+d3ZgzuN4tydEBVXqzq9VJVQF3sHGuKg9N8Q2A7bLGc3ZRr7g2fqmiro1S8QBmM2xAAWC0ozVVLaKUk0AvZSCrVZjGQXTqFZcWsGlFpRSjP32N0QY+7nynYBHb774Ev/nf/V/jX/hX/6v2AfuXBmdOnZBrg2Z4aTRNEi821yBJT6kYpcKNwyjG+AI7f43de1AROMesW71DA5PQaAYODqufOtpPghw+NpyDY5FHceqPc8nIBHIZOwYC2ikJnUbwM/c11nnXzpqMNCO3ff+dezGdUfrDyjEQSvfzZGjLmEAzuj2LeCI4EYIzIpxP0rdB1OyXSmB71TvjML9T53+ft/7JLj2p/fz3hzdYI3jrjlWH16u++H76rL7m8h3oqcX93X10KkL+M9og8h48gwG+YMs53XDF2/egbPvvlJG7PgPoDuBSFC0gjl5C+0XQwsjsQX/egObMAxjFQUYYE4eDRXsAzfA3ZiOLm2sOQ9R6vMQA5yNzRLMkdDfCU2IGRhJagBMYkA9nIpgzn8ppqM0i27D74EZ3NJpjok50MdeNMeYTE0ocPPrBaCUDx6ulsYJAQy15PeLRhvzrJWoj1+Pmj0LY2I8uRcicBCDO4hhA8+zyGkbberOqDGH6gDBdi9wmlPmKvU/PDwOOto22pE9FGzOJhfPMDO1ZlZXB92mCSoG3eGIXQgcx/sXe4YZqI4JmzB+7wOY7D1EeKJnKjFNIq/PLl5ax/q3A6Sm2Wd4pqN5QH0xUBnhP9BIz2ufU6JeTWnNaOuU0JqgbBu2dcNxOSAvBw+jAQ6nEyxcVC1VuA+ay7tHNBetTGRjuKc6/gHMTQxCac12jRnGxNI5fCxetwMYOkL7QxxbXSDcQgXI0yP7iTq9cw0AaYRFxd8AECH/8z05wscmGyKGVEjRxAk7W4EJmc18FGke3gsfA+g2xlimbQ4RVWNEBj87MnZZBcdGV1hYNIVbTbpHPW2I+NxdCQNsEtfmC2aP9ipEwkR/itEWor3dlpxBZIKtXYMx7M0JNBZ3MLt2J49jyDN02RrJ3a6JLLKh5xlOYowNm2YZOQMUnDBJaKlZv/fx1J9/moeNTUt92ulD1Fk7ttYJVG0D0YgWNMLUpueMhZ0zez/yungYLfl81JuyN+zUS2hs0IxNwCmNtdpbJj89klbApyT189QzqhkQhDjDgS4P+/SHDWYZuy5Mu7YTyXSOJEy+CUSk3r8YEd4tFG1m9X7z5itLU/5T+f6LACgKRUERQEpDPh5w/7hCBDgtGYecbTlOgqMokpADt2qZHmF9xkK9xqxMbMxXaZYNl9pqIV3J7JAmFg41ohiNGQRZwPwSH716ibx8Bm3Adv4C0HMXei+14e7uI3DKoAMsSxh5RtEmZjtBO6ht4098/Z8XXPMkmmegCw1Zk6UzcezzZcXbNw9462yh4+kAIsLp9ALEC0pVtJbAlAzUBlCbuqyIbSXYJo9iowpCw+l0h+b6hPC5K8L90pTEReexFx/S2LCPf8HyVM/OFvuWzAYEmYyT9uuJ20gKNeFrCc1gRtMwvyy4GR4x0NpgHV20oRXTNdrKZmDRFgwjk6a41A2XzUTP11pQW8PaDGCSsgH1pzngOwGP1vMZ/8H/89/Dv/Av/0uxxF0d4d1nt3M1Lzqx+mHKkj2thhjLbnRGIDpreOzPlckAoMk22lEFohoRBjEZGQiwSmCKDbdv1m1p7Kr9nmp9gKXrRhWB3KC8vvaUXWOaY5hsETTB7gHMjF3K5+4dBtyteuxvEuvwMCZ0//OZMkCs7pq7fThdLIzJMKiBkaVvOoxo/0E3rIjBCR3Vj4oOsNDv3RHzvW8cj/m1r5EQMurYOVrxZPRcb3m+7Hyz6bP5727sTe0DHws0VYEmRE531/Irdkfk6oD5JxxsgfeOD+nbP6BCZOKzycVAo61EGgxeMxFVac2z2w+WHk0/uxjnPNiuXpLCFrXQUqDddWjs2jJ7JpmGJO4gxK50N+Qn4EDU+fsBMk3/WoMxQ8i1coAu5kzOtFkyRuiYv/OetCCuNb4egyEmRvZwseg3ArQyHc/jnxJMr8ivOe22724QzseMaivci3BQhiZQoPspvkhMTt3wRjD0jPqkJ4BOWcIST9e56izz9aH+PpK14zyQYgMqMcyKxajPbl2hEeqmYqBgwAjqdQ6Pn8mzstHoAx308X6hMq4V99yBcL2R7LxgWsVx3Yrzxr6e6K+Pm9sltJRuTgD2ecrJGAwiYJGOQfajdLA11AG2YHIEnb+2hnKuOByO2Gq1EB4mTxuvKFtBc/r43XGBARANtcnN0KTvpahnfYnVWd3s9wXcQmPNYtZ5nYt1D8GSJajSPhTMXw9N7dptAJ/Sxa/7JJjd14ShdxTdZ1pDYfUTfZoigaOvsQlL270GK2S2HSaTzt+7PRXrAGAsq5d24AUwzZqe2jo5K4Yms4Ls+SBtsodc9xBjwzIObt3x2E8ZVq8JDPJ0zk3EGDb+nsZzUH8uYvbMupGxc7ye/oL8/c/zmjh5b47+JKjr8nHXvoJfWzjWdw+7wliLyIV8FT4tx3EYrPOpy/R+0v8OUG5e/7u5QKNfsIPZvd3cgoh7zvIFAUjRuNdQXh/FMtQCmgYbHMEOCkFxMgmELhYOmpLmxLFWF57A5bg/83g/MdWRX7PrLXnfsvszNMS4AYAzdI88/lR+CEUBlGYhrs20xx7XaqGJnsq+qYEhd6cjTJNMwWhgpQ5SMJPrik39xddYVgZJ8zmQbX5yfSD1iTYlxrYJyloBOuGjV/cAjqCccDgJarlg3QIMyjivBXnZQCCkpF0CQZqH8RJ1kXj7zgD22WcLxlIwhMx0G/N1ooaHxzPePTyiCXA8HXF3d28bn5yxFXWQNtm9IYAmT10fbG1CbGY2sRC+SDoARZ/zRRXUFJQEsSE76+LGZmtn4WKYAsEiFt9kkmaC5cnHdW9nH+Mm8yCevVO7XxfC+9YO0kNtBYoKsX9SUcTApNIqtq2aplKt2LYNTYyNdCkbztuKpoLzukIgKNsKqcX0L/VvNusI+M7C1qJcGZaz8Xi9w3TreABzeNvOT+sGRlw7LIqxmO0WwrkS02k6G83h3PuiZX/Pi8VgOXUn/WpBvn7cceZ1E1xV7tpA311oPFtf6HdXvjICJtBgbjOLs59o1NMNd7fX8emeczUcqWvB7Ot09924m3ys28vuMC5mIy/aPozIMVlFrYdB3R9gQrV3bkMISnrFuk/o54la2ugw1Pr1rppjfj3Xz0JXv88aUTd0qr9xeb790EGJaWj14/s5u47wYde+fod2M9z48MdTCCZeyDxltPB+7XvF1u9se8rGSxojwcIffAzpzHKw9OJg7B0tgYXuhOEN9AVZNUE8HXGrG0iqYT7KMI2diMPyXq1w8MjBi0boWT/EdvS1KiiTOe2d9QMXacYQez5gzCs7fRNgH8OOPqeMFgQGAye+93qFIHSIbauPxm4pZPT0PjEAO2gSoMj+sU2kusFAmwlYE3X2jB84gyfhBdTquJuMtpNiPyN7mDs+xv6h8L7QEyXY1pozqdh1l+aQsLCQXPeo6yVNYE9SGHvKQTuRAQZFG4g/F0+G29Q/rY4YLCT1tu71jWtGH9PxbIQRbtfXSZ2oc/OC+XXFz5stwPFN/0eTBkwSy6rSWLqRa9hdArOFDdRSkVJCzounWWZspeDhfMarV0Ee5R6+ZvJgyZk4hLRYmuZWzCCtTfB9Fw3g48qSAIxpAWnG3FFj4uyBo/lC4/1Uad0xN4YR70LNNLoL3Nie/hucHeDJrB8bTOE4eWloFroVa7na7rb13BDRZog2dzzw9LoRsgTY3OSeh4j25AJ2bw/pEkUKcJ/DwUuuxYSx6w3viu4Ujm5MGLOnn4MAufTpgo0YYuosKnf0NOxJMSet2yvxLM5cZiA0kWw2ChvU5n2aWDiqCmlRlyFW3tsqAA2Qc+ytfbq9RuP7SPZAKYGYUKtM9pT2cEB7B+h6RzPbOuyoYMPObzBY4HODkT+bymBfAQa4iQoYyTLr9WeJKZ3G/Bdvzx1P1yA3FkGfxz3Lmvf96EPBoE+cEFAApv4ZfVdUfUmx9ZA821owF22atF4iNNqGguE5lcYZqrz3OX4qP4yiMLumbRAinNeKqjBIRMQyconi7u4OixA4KVIykFGyh3kRg2XMe+x9ICX0aExj8DXLLjbdmsBITFjXDQ/vzri7u8fp7oRaGo7HA44f/RzbWvDu7SM4Ew6HjMf1S1xWAytSysje7+zKxqQVnxu0BQNoAvqJzJxkoEnrq4tAUGpFLRUK4PF8wWWruD/d43S6x+nuBZZlAYhRqoI5gyLzW98MhEt9WBvYOh4el+lDJU5u/gQDS4HO0sTEhIp5MWzmsfaLC4y1SfxaRDpTKLNpNYkqmovja9i66sBRT2qDaQNlfC9QNAgqCQoaChpQFEJ2D6nOSmoNW6um71Qr1q3gvK5YpWC7XOxNlxU/gUajfKfgUbdRgW607nagukETZsBY9BCf6fg8PpsNJ/sOAwzQOAbda5f+5WSPv68QHGyYF4oBHAEjYwR6Xae69DMmIGEyEAi36/ChzJS4061M1mHZEJELmlkbhi94fb9bNuoOF56MyO5oT+057kpPHywMtQ96nuvfnNoddY/3ahfuBtWs4XLDl7m6ixshE/A3dgNng3L0raHroOER9Xvt3Gn/Y5dB5Oq46/O+adFnfo/06d1xuzaOr+68X/qmymM//p7eyEpyx6FSmOg/okKEnJZhXHv/Ml+bHGRg8+1TjAE7T92Q7QuT6GA3BCsGCQpzgAIP4aoYoMDoP3bvfdt3AIRgYESfRLwiEX4UznsmgJItkVtBrQ1MK/LLT0HZRZ5jjJTQSUrOUCIDIAJo6lWZnruH7sZX4UHKqGef0NXAnOYgkhYTqA5jXAGUdNWnaPoXz8husfliEXXlamwdFztFtXh3eHigFUbPA4vm4JH6e23GkGobAKeH90Vjmj2ux0+f9+DttzhoM7G5ok6JvI7eNgejoIMzkI62a7X5zlUwxEAACpCyt7dpjCCRhaddg2LJgbNImz5tsOxKvJPr38XbQ3WEz12B/19bzNMb7572nyuAsm1YjgfTLloWHF3gszXTOco5gzOjqOLduuLN6zdgJnz06hVOdyeTtTqfUUrpGZ9i7lcyXYcXL17Asq8RkFLPmCIeuv19F9s55l0v7/MODDwQp57cTN4Qa/y87kybWrbGywBkAAzQE32ugiqEp3CnqMu0Rvc1/LoCrm0VayBP9+92nA7u8M4g8484WVgiEBnohqNgWckIrJbViOGZjzSyqjlwxNzBI3jdyTVtVKatJyJk5pE1nrzuojZNi5jI8vyUbk/W0vpOevOfscFITC4n5uCSjsxnPHJPe5sDVRmc2YELjGkm7sdkWlDedoNVZeoh5DomtqtOEBfLGlnl0FlHxNSFsXdrCABOZE4ik7W9gy5ze0U2KpABJJpsjFFicGhsua5Wf/cUXc3qI2288wFIjS7R9a2gnoERUPGNjr6pSf75GPGRTS4c+lor1m3DcjhYN2f4/oTVrluJ2nq2QuKJZxVt4wyPALHSkkEpj/abiwLbut6eZ38qP4yiAB5XXF6uqK0h+/hJnLCVhuNhwbIsyEs2of2ckBcDdjOpm2fWT8RZ29Kasx4FtToI4eBj4mRzlzRAC86XCx4vF+S8oJaCVqWnm0+JcTwecLo7orY3+Gh5gYeHd3j7+AhS4JgSTvcnnE5HlFonm8P7r3ry+Q7IMMCmxTRvVtYq2ErDetlce6mBKeGjVx/jdLpHOhyxHI7QCpQmEF3sWmobGKax5nMeCEQJRICohfA2NBzSYuFiDt40EWhzELzZuiMaTFrAGP6eUS3C132cU6w/OpLPqM+9rUgXzG6UjQnom3WqkUUtzte+Lo7vxDWPjMkUTFJpzbLAt4rm4WprXfFuXS2Da6tYS8FWNmxSzYZU3xD9qfTy3TKP3Hi5ZcJ11XV8oEM9AyuzjQKa9AHCiUHXCYhzf7/qh1Fl/zcf0rN2TCDB7XNtYQ0A5A8u/myxOzbKt2MgD9NcbwIG/Sif1J48Uji3NI55X7GMKrHIA0YnNcnN/SXD3A6DdTh4NzGSDynRl+JSNFhw8X0PM5pwlj3X7emdZ+BofvpbLXF9dhAb5nM+tNc0lWkQkdtHu9bqdwlQdB57bs51g88qOL7XaQeh153w4wOO4Ebt1XygznwZr0980aSRqcfnMvVsUq2KaXc0M3KV0cVNVRWUbUc4MaNJc5YBAJpnlfGOiA9QrWit2g78Epb/cDmhdVfva1CBiBzrIex0dQKQSeYcQMlIQwEgdNHvG+8z2DPWMA44+MDLi4MnaiCHqIlCawHoAhxPzkKi/ghdp0kTXPFy1DHun2joCTGNRTvu3dPpPlMU6GwkxWDmtGAfSe/fUJjgdzcMODo9urJxAGi1AGkBFt2zwg7Nnr9U4KgWutY8JoXy9JzdHUIXrha1NgpE9rrdI8931yea6rSrt7fTHH54PYN08NLbpTUDs0yM5/n2vNW+XVBd0Wpo3rjgMiccc8a6bgitLtU6CWYzDseDtV5rRqCDjS+mhCUnLCmhiiLnBR9/9glysh1SpgRKHqaTXUga3DdLRh3YnMvvuXQR4vBXO6g1bJYwfsXXHMUwWTrrww1jZstiBwBw41somDhWlmTAQ5MGUgFrgyBDb6xLe4as95mZiXi1LsRurxC5lqI5XykBrUnXWZyT7IUxDyakCM/w/tOzn6miSu1AWzAMSRXgCIUix8R8HoOCkpp2iV7bRYAiIXk4SqkNtRZUaeMeTD612R0zL9jWd85scY1I11SK9wgV9GDLqAum6SiGKQDbSIh3PdYcUct8p+R6J+oADgDyubg1d35KNccxmahzgFSczXFlB46aiDHGPOQzsuV1fT0y7RIlC/eK9wYy0fKRtczH4gSgVA+HowRwDhaPZUOzHmMJJ4wBZP0nGIc+sHsfSMwgHYxywK8HMpCLRma1EbIX+w8GZokKLtsGqLELw4lRb5vYrNXGttxcRQb3eMGoK5Gzhq+sO7e1w0H9H/33/xW09hPz4Ide5N0j6iHhy0eTKFiWBafjEQtnHI4Jy2HB4XBEXjKWZuntCzOy9z+TNrCBHCGkWHSA/ICJ6h+yZc2VZgDE5YJSLgBeoNbNzKK6AmgQUVBqIF6w0IJSC47HI5gJrdraeH58xOPDAz77+SdQn0tDxLvVFdI+BuBzBgEKQZWLASPFZpzq4VcWgqXgvOD+eMD9y4/AvECFUCuB6QhOpmVkdiiDYSH5guZmknslPg5arZYF9MA4ZNdXYxtjAhOtrlLdFnUTQwRSGxZgWu/Q50MOthWRj7MRwh3MoUqmWyWldg0k8QQM/XifSxQ2dzZpKK35eqUopU7i2AISRZVm/1rFWk0Q/G29mCh2LZYFrlZA1j9a3/0xle8QPPow1snMgrh2qPcha27ETItS8C3CwCJK7ry97372vw/Bk8Sdr52YIOgqU9nzcIJiGBUfAnLcOh8Io4i+LZzo2dLb+73tpx24iUKOVnOyNnoOgFKwCXlPTrBS2gFGUTqvK+417ZBGHeibODxWUwyAKFx3r4cKtAMIZuzt6eT747+u9DMng71nXpmu+01AoucKEyNYfFHP5/pSQHH6zF0HQEbPHhPXc+nPP7D2f/xiO8i6W8wAm08SGcV2K8ZOsT6W3KgQd5JWB2oYlDOkrkanZzOniciSjikAny/qJOIbNN7uaDnATpRczmYCFzozxUvsLEf4Fme/pmcakuphVTxAHsD+5qOHZmECYtRApNiJjw4Z84BUIB3M0PZsWgMA0gFGUYNv67uIhwBbsSxpGfY8EaLVAaMIq7syyBtGOFVwszs4ssG0niIkjAZbJzy3+edyAFDG8b4zBhQHX5oBHBrgkLOwWgUuGG24HIxFlBY71sVt7V8AYTTuyw5QLYvdW8oIG+vpedkdGQeb4EAbk7GQAqAB/NnjnOiwGtST96wN08j3rCYdHAuxbsLzlkCa5uYehqd2Lc9egtgI0uCsWr0Oy2J9WQRaqwlWRhgXGZOvtgpVxYv7F0iU0WCMhMtl7VoIx3TAcjygtAqNEEglSCNoq2ioCA+xkVH3EUb/D6G4E4LY9ayDbd3XNg8BMoACUzgQurbQHFLRRa57Vxjg0bb5LikRODGOyxGPj49oUmD6f4yUFoCWvhbFPa5DrG1eijkoGN3oQFRs0hkzBD1ETxDMzGELEHkmtkn8tGv2+KbcVgqIr96dMhpcnwTDdlPoADmcfQId8zqgrifkdoMEYdPGC7N6vQ1wIRG8eHln91fGgRdA87R54v9cj4hdQ0cpxv1otM5ohjtKGoy5sU1jc30e7zLYU5MIksDYegbNEJa8WMgIAcwJyZM/JIGBYUmn9xVtm3ofic0T4pGZzXT+XA9oB15Sl5Mjz0CX0gJOqYfUEGcwXBNKZEiveRvZe7InUbEQEpoAmf048bZj7qCfqoW2JgdNpVm48d39yZm9Nl+G7IDO7IDE4ft6Dax/CCLjofp67ffrzzzGgfVxwtMUiT+VH2x5vEDaAuQMAUFYQK1hEwU7+5CaQLRCRXDIGUjA1hScDOCMdTzyjlQIUjJFU1Gx69TmzBiTEWhiIBAlQMQ0ILdyQROzL1SB2lZoKzZ2U4Oo6w1V2zhMzPjtbz/Hi9MJh8OC1pyNKILEb7AcMohMJPtyqXhYCS/vDljXFVspKKVauDYR7g53uHv5Ee6PH6E2QDYFpwzmQ583m5pAtUk5EFSK11OgrflcMqJ9FMYoZjLgy4YMg9KYs8wOmG1WoGzFBuKUhApQCLk3UpvrU9kmVPJ7KRFKbcOUVUXzugXATj7firOat2pA0VZKjxDYqr2PshVcSgUJUFvFpay4lA2r/ytqgFJrFdhWs9t+KjfLdwceTYv2DmuZF3ME3dntcWhfJJnI6LW+hdUJLV6ewDfTZE90fQSmekwAwtc9grgGBrtDfgO/IcJuE/uqCabf9iDT85DT91gG4jFq7NxkE5HcHbQr4x076jwZBpz2RnygznrVEk+qok8NjACm5owgv3fx00mfXmsAJzT9/Pp+0wW9+3Xi7GFgPum7CDBmkA+uz+8Mvqt6Rpc2EzD+GGc/7ZM3DDY/LczaW886+DLU75v7bz+e8o9//Vv8d/4H/xP8d//b//WdCH/0q+bsjZSAJhXYYJmjMu/SLiMAuK7ZQAaexO64mtgvQSGcxrsnduCIuwbDCK8w0DTiwy3VOz0fUjQzURQGoCQYI6jIADiihMZOF0IkD7+CAQFz35odoj7W4mfcc5r85rGsYgwkZhioFMyaiN0ID3Q+NYAl9tCyYNO5YxjHK2Agi2sW4TCBZN5W7Ac2NhAmLTCe9mZgWGyLddIOGdNpyyYmvhwAqr065hUngPIIJbTO0mnU0DSJb7cB0i2LY2PN2UMOmKmi6x5FWF5vQ3bkkfZDcZ7zdlQHb/MbSdbHsTrC3aDDQVV13Sc1sA+KruvEebrP1Dcm5/aaQWw7htI18KhWf72MvGTUWj3tuIeMMENTxunISEtCK4Jt21BaA5hwOBwAItTWPH06EGBiz/A11U/IZKfmofF9l2AvRApmYvUQH0Fr1Zgz/izxqkAw7TIa8639dLYiBbivYNUprM/tFmdXBPPkdDqiFEIVY7KJVDCr22MEYUZKub8XwGa4Rp61Rse6OzOvrapT2FWsDw62qzMtLfOp7y7HA6mH9cFF0DGml+hXXa+HQjxVMeZeY8R0MI20A6uiYlPPNKdRsG4cuLfmM3AlcYJKQU7J9TpiB9yuX0tFrYolZyRWx4CHTbgfolbfJiMUAxjTXp+rVO39aPRlNeuX7dqR61OkAYmRsofvJQbn3NlFCkv53aDINIlk+3uA14k1GFcJlLJlMxIPj+V9O8GFpWNKsjUrNlF8jQqBYYWnPAdy8n6UaHwHA+lEmgFH01SuHt5iSSW4t19YItqk+wU91BOAirOBfeoGj74SYB+0QDzkETAWW/PNF1E1GboAT5kdf5wYyPH4RNBrVPWn8sMuWzEm8MpomXHZjnh7OmJrB5yKIueKnDOOhwUpXZByRuaEJBaySQtjIQOVqxYc8sHmBtcTWmvDhTbUVsAA7u9PKLVg3c4odcP5Ypskx6NZykw2bhXGhpFaHRQmLDkBOUH1gDdfvsZWVrRSsGRjNi054/7ugNoaZI3Q72rRVHLA46Vg2xqOxzuUesG2XiAiuL/LWJYFpVSfKxNEFKVWcDp5BmCbwEhXaD2jtuJh5ZZQhH1CFlVQYmRNWLcNtG3IKXUAncL2ajanw6M5RA0gesL29/9JqX2tbipdky6pAVgiiiam90R+UmvGdG6tDh8dpv1UW8NWC9atmIkn4mFoG1preLhsWLcNEHXwaMOlFjxsK9b1DIVA2uqi2DNb/KdyXb4z8KjVin/zX/vX8c//3f8SlmXxBdZpab6gCIbhGf7MjrkfoTNdELX7ZuOY6xuHUXD1ZQeOvtEaEMbBbCiNMrJz+HdXvtr763njdrf66e9pAYcGQWQcowiX6cyFUY0YyG61PfUXFOPF7Kpz3SJxwaCDAyOL0jjlFtPoxhN0uCJu2v1WW9H7e/lmZb6ITh9N17pu827Az2ycyVj3/6k6aYCA4OQQ3ECh67PGrb+2dIADI1vcdK45Z8N57/eYbnZj6u5+5/vqoYCBp8HKmoYX33ieH3rZSsX/7y9/4/NQN0sB2DvrII/rW1j4QgMJYWa6qTvsMxgnqp4RQ2zHuALQDJCYvsu800szm9GK7QgDAHk2+EgzP97tvuhg6Ig42IQpxAnYDzzvO6EnNPWDW0N5zBP+s+uNxHzs1jtN/0LYuQmACrQMaAVyLMQM0DKOI4IpkjOQxBbsnC3kLpwA8utJ3JdGXXadMjxP/zVFmJZfl7K1DbuTWUOvyJlHrsdtXgVNYFuEkPl9Feghfw0Ygt8+zyUaO9XJWUmN7Sf5dTvzC+N38n88PUM4ctcA3uyExnu8jn0VZxbNYX+9vbzvhCfXw/l4WsimSS3aOEL+0hHQC5AYrMmdPGMjiOoguKF1fUCj4SfvWmSAidjvS85om+0atmoiwZwScrbsL6VWHJfjtCa4RdEZfdanAyCwHdUfSIiJTqvZ9M561rHe9tT16+BgiR0+r93cl1PyNUZgIUQBpZFn5xG1kMJCxgKDz0nSjeJpXZnqRxTp2YEeNhl2hB9kz+GgGA0LSTqTCWOOu9pEjHBwq4E59AN3n/o79jYWfK5WCZHp8XnskPuCC9WGpiE2zb1NUwqNIA+XULuHaXdUC490Yeax0hvIY303ALlorOjLrQNKCgOOetr5yc4NpyoAiQ7UTZsOBGcV+X1ETAuNk4VtRSazPkShsE2MaPNgOFvbMCXw4kzGlLp4dGweUJ9fruZU0onpPxj/EWKnrkEUS838LryHTyywaBsgRMKH3iD1tXduc8X0buL3GFN0xQ4aX8wz4q7MPd4SSrCF//H1Gjut8/4s187vT+UHXqJTiAHzrSnevnvAViq2w4LDsiDnjNIaUiLkLFhStk3CZDNpSgmshE0NiGg5AyooVfDw7h22dQNRw2FZ8PjwDokZL17co9UNm7Se1ZcX+NgW1FIhwi5xYKzfCD0lEI7HgxGkm6CUC7QZ4+mwfAaoWHhVNWFnUYImxaIHHI5H28eKJV0Zh8M9pJKbTMPerE2QICDkDuhbGHHdZVKTibkeI6JFiLCY6HSEfCrsGqFDBKBvmohiv/GqgGgb49vHdVMX33aAuTnzugn1DJKs5ALdDdVBfluKFKUUlNZw2TaspVhIoLOOtrKh1oqHdYM2A57WuuFSCi614LKtkOLC2FLxhA3/U3lSvjPwSETwD//BP8B/5r/wn4d6LPVgkoxU33tNoP20v1sAvmbufkKBHR6Z/0pfe40npRsI1K+jCNt6OF763Go1X+gb3Htm+Pxe2NG0mBOifmNx3vkemFpd53vT+BLw3ZypMn7N7tPMhcaJv++aO/s5+8ab6vV7r+d09TPqqU8+99r0z+jq0+sr2rVuVy4myzjmQ6vfHYcb/Wj3Zxjqs5G1Oy40Cvb1fzr6dBwXfWd+pH7TcF9+fCV2l2P3GojmowFSAuimvzvFT9///vntuNajt6Ij55zd6eKr/jF2OikyZfniDAXoOtQJGO9EFH2Rk0nvJrJmdKBgAg+e7KDOL3UezPNYD5hwOBW9wQLwiLkyDov08bUYC0ddDBoM8IKrbXg/30EkzgAVdBHyADqaTwoh7s2ETh8ihYWzTY8UukRNMRTMnVET4tmiDvB4OBbIQ7mctRQZ6xTu2MeESH5NTG3q7RPMpwB+ZArZ684Z7N3N2dGuptj9O59D9KLd43c/tm+Z6xTyptNAH8Zg/K0OOPbZKLKJhDffWZlTW2u8K6tPMBXIdaqeshutrsSMnHN39LvoprqmS7OwJREB54SczMhuDgqYwWoViJlMqgGz5GCJ4aYEbYq6/QAMQDXeRW/6XdPo9M7sf2POVWgjqGsChe3ENAmDxtDxsUQgzGE7GoLPRZCz9WMLi5vH+NU6FOMnxmqzn0Sjc7LPP12/wvt1aFYEIyamE/X3HZsove5iD6sueN8ZL3FuvyP53Elub9lPSy3tIcBAHxc27UY4MIGaDHvINbP81SDAqMgalDrLPMI0bPwws2Pana44/pFtLLAzvVRNvBqk8Sr3a6YP6yGjrgOMijZiCy9kZtf+MPAlGEJxTVubyMIh4SRJilBmr5uLjZuukbMn/X7kc8fM5I4+SJR6P+iglB/T26cz073dMPpxz4ikk2aVYrCaJIZAiIVbewxMfYwHxQAmo23s2aa5t5vk/tlVsofZtuHoa2zzkqX13tvy0eNbrfj3/93/R7//T+VHVsQAge3dI6QKSms4eMKGUiuWxMi54ZAd8MkMEcvml5KgqBgrsQkS+8YEbLOwlYqHtw9gBj799GPc391ZKLWP423bDChKDVqMWajq6yCaraoqIDHW3enuBBChlA2lFmzrCmkNd3cnAAY+tZ7kIgFakdOC0/GA16/fopYCJkY+LBYG3gDy8ZeSCfcbONSG7QBjosZGjNmorY9d2CF2nI8BUQEHY5JGtIkCXduwM4+mcSMUDFJbL4hds1j82NBFBPpmSEMklQilAQt/ry6CzQBUBGvZsNWGdduw1gJjfwpKKdhqQakV521DIsJWCy7bhkvZsNUCqZvZhHDphZ/K15bvVjAbGM5sGLL9/5itA//z9uQcC1OnqVMYTHu7uFto00LdL7D/5INcXltfeYwx7O/ZjZkPudhsQHzt8fph1/zWSzgbw8mI5541FTogR+Pvb7v0XciwCfyGNDXMt9ZEO/ASu12mMB4BAzp56qXRfedmmDZpb9Zx3jENvZuvr9/8y+22nvWqpn3O6V3RMGSvLn2NJ/RgkKvx2QG9uT4/0h05220Bptgl+78/j8jEOvSFDpBhkMPaOaSAYswqYCscoq0VoTnRO3P0DQUo6CK903DfLYOHBpi3Id2p7C8hMq7FtdOkadOR4+m+tyarXbQTjbo80RObnM4ZtCAFUPd/TyAmpPgxHjKVZNenBsCxWwgw2D7qQI+LUofycD9wG/WGayHN4qfkIWethsXideXuvELZ9YDmsK9k7UkepqbiTCV/NpnbaqozCMYw0gkYGs70qJM/e07jnUb2yH48e0iZ1/MWUt8BORrtHkwWYNQhnklqbzqF0ee5tRGqVj3kzvu0CX5Hvaf3Ghbg9N6MNeJO5Pw6KZzxhKzmZJugrXmPIoLahrPPKSHl7OwQK0te0GrDkOX2Pl0E2bPmSTVwjxWQ0qDr9w8e2XAfWUJ7f/e5k9ScFJMJM1aXmTLRx9zWiVfLgmTq/GN9JBqbO+JhET0FvDGwtrL2OSZ0lZpURL/qbBWMqSL6bt9y8OuS9x1Lqw7vSwZcNRFwclZNf3JbO6XJ0DJSABTs6NA+Sp0pHZNErJMBMAxAQR3I0b6Gmf4xITJv+Upru+Fq2ZQiY1ttdbRp2KdEe12gGLOhk9Tf4WCr9rBCn3sjFD+cqXhGe9/ahzEoADRn38DegbL4+TZeiBWd4ervKaZ3K9T7i0abqva08wE6G0DrotgBvMR8MqWmj40SsGVo6yXCUyZ7wmrNzkDwZ4jryNRe0Z8JEO+3RKYxpZ5tj9g2WNTnla6XhagfALJw2ASGxRZhhO7peEezjteo6zT8+vjSzqBQine3X54IhHW94O/9b/9X+Kn8yMv5giomzF8PFoZW8oIlZeRccFhyZwu1prZ5kRI0KVQtvEoyg0E43d3j7u4FXn/xBX7921/j409eoi+0bte3Wrx/W/hXrQ1ER4gqTsejEZAjK5hnOvv4o5cQORtAyqaHVErF559/aVpsIOQl4XBYkPMCNcUxkALnhwfUKjge7/Di/h61FJuXGnzuScieoQ0oBhhpJGkoUGkdjLUsoLUzk8dyQNBqGz9QQJOapKWP0QCnWgeQjBEbotZNzeI1/TIBZzZm0SSSDTXt0ebn1/jcJQLEwaMmpnFEgINHxcCjUrA20ypqrQ3wqDScy4ZEBupdthVr2aCt2EaiQcV/rN74oy/fPXjUzRG9+vTaOXn67WwmExypDGOFro5wA2C3q39lZ39TN5dS6ovhk+9ousf7HiWqd3X/Z0/5gGv93uW9DaDmWMTuDsKgiUdc3n/hbxlDoOmau0tfOU9/WHO5seEGk9l0E5Vcx3HxuxA96ZfXV5ypmDodF8ea7rDttH1Y9g592oFuFAkDUrW7WKY9YJ81DOQfwI5QRNPTPOmnNIzBXZsASOmPMIV8y0VhtOAZuHMlDwTTwmzqyRhWA5usPa11ob5r1EXPGhQjLIcDDHDHSsTYLaRGvwXkCbuEOAHNxNs5kQMBZeo8caw+BRJk+vs6MjR2fRUYgJk6yybb51lcTsaZMt6XoNU+C5BGyEO7zLExBk44xBjAB9x5CS8tjieyn32AX49iRtcZUrKFXRXgih5S1QgQBpaXwPTeRm+eALnsoAg8s1hyLZ8OyiQgH03vqFYHXsgYUhxspgCO0gCh4v32FNUxFrbxbokAuOhihKsxj+vmNOyVDhp5/Zu4jlK03TBOx09v2xqheVMIRnSHuZ9Q8ixrDVoKaqnImZH8PRqAkfqc0QXFAziKz1sDpHWR35GV0PplkLhiz6E701NRVafnV1AxZ/7u/q4f16CotaGWaqHvAlATy6bSjNqXDhmlblAllBJxh6aR9EHA/HdcDFz2NgqDW6xde1t5WJ/0dUc8g5ppOzAzkDyjnAqGstAoETYgtQ3AJSWAPHQthKhdiL0GkOMZu1Jabto6hAEUqYu212IGO3Pqa13XuBBBI2PphIi2wjSedpsl07tJKSEti2kL1WohDT6kErPPy9wBqcRmC/ZMRM2zGYE84cEIl4tUzaa15POwBu5uSTcYirxkADYvbLVAXCyW2VLQ19jtdzth1nyKTQL171UTIIuDPrHhYAkFxhRFQIS2xZymBppkZgt3IUJVmTZzbF6NqTzmViZvA1UPIYGzAQIcIhBnC/EIgHYXkutvWgdwNcTxp+v4cUqpa0ZFPWxqkw7WzPa97myX6Q+yuVlJzUGsBYe0OHsrnjn+Z88pPmZSjnnS297X83nEhz5Tv61fShxg5+R2mhhYNqZXGu8IeLK59lP5kZYmwOMZ2FbUvKAuC8rpCE4Jh2wh0odkAFKtNsflzOCTjYGcFAfJyMnGimX+zEjHI7bS8PbNA5a84NWrjyB1w/lhxfF0QM6MBmDdqs+bhI24h6e1WtFaQWLGIS84ny8QTySxLAcclgO++OJzLEvGyxcvcHd3h9PxHjkdwMx4PG948+UbPL55RF4WHF9k3N0dcX5ccVzMvrEMwcXmYQzAFQrkZQEngZLNe1spNg+3CpLF516b95bMNoc2sb08JiweCgu1OXmEpHqEkSoAA/CrUmcYNVVQVVMk8I2HCFVbkgHJa2EHk82QsG1UCzsDgKINaIpaKh7XFVupuGwXrLUYCCiC4qF+pRVc2gYosJYLatmAUgAt6DbaT+WDyx/F85uWkdvO/p7OsPeTaTi/e2fv1mXoyTfXgpNP6xY7Q09d58lN3H9+jR64H/h15YNs2avnfHrDP7D4pWKfUWKn6esq9zV1mMGeb6P0EKH33Vcno+prSmc36+hpI10ssNttBHaG7pyRy9gnfNVb7Qq+Yder1sWzJ4OWghrqqX+/jdSvCnTjXv1ZOKVnlaWGQTXaWBF4xHBIre7ou54dZJvAp/eDwD/cYn1+TH8a/6N5jvGUqJ4OlDlD56wrfZGMUB8gkAAmY08YEJU7oGfCuWIEGQUyDYaTGa0JWBicQvPHMnkMEZIPKByZ2qJOyUCACGUK4ErFWU7JJ4S5805/i1ioV/QoUgdvqgMnOlgo0X+Y0Zk814wZVbuWOMhi2RLsMz3aMyf2Om/oYFNTgB3MyB5+FqEVN8PCHMBaFhPPjOxgHUyCAV9VgQPZcSCgOAgGv34iq2NymhbT0EVS/70DaPZI09QCHE/2wYrBgCIBTkf7PsHuA/b7OdOM/bMP2Q1TtWeiCa1xx/HpggUDj6pR4FNk5uMx//W+Eu0ZYWq++6dNMM+/Mf/3OTv6j/c7EYXUZgasj5taGzQR5JBxWVfUWkCckJONG2lm8NZqoAVHenZMDp4Cj5cLoAm1VANIyMIO5AdAP5/17qJ0e4KAHOwrOCbqu6pKQMp5CueBhfb5rm6b0hN3Ro6HAQAwMI9t3FQ141oBMLcO9MFhqIDI+71c40p0g0iDNNeH8/VhiCZbgufIjJrIsn8VKQA8e48SWkMHnvrmFJHrfADwtdCM/TZAcI0QI/tz2AQMzYwcwy2ATV9zSdE15sKJKaXifLlYpjnXGAGsN1nKexOP3mrB5fGCWitySjgcDv31JbY08rF2dy2mwHa7vWA6ebb+G0jHvHSB7Tim8eZrrgPJIsY28n7TPCxD3eYwoBE92QKcsaMKlNaQlyPSksBpQU+fQbYWWbPZ3KKJu5aPAga8UNgpg4HW+4kD3ZZLQpEoNqkG40eJkCgNgGnSNYoLhh0xBsKwsG2KF2eE+VySLPwUvV219/nB5o2X42uE27KJnNHrZwQbT9QyxFlza9/MMdZar+q0dhJSfiYRwU/lx1mqAM2YmIIjzuczzgByXrB4aPVWKqCEtDCS4wpLzrg7HnE4JACCo+HDSJSxXla8xltIa7hcNtyfFpwOB9Sy4RGCnAwcbzp8C6aEFJlrQcgp4eFyxuWy4XBYcHc64nBY+vzfakFrgtev3+G8bLg73eN0d4df/eU/RsoH/PznP8eSzYZ5fPuIw3IEOfADDzEDKgwun8wVEUDPkPZoGw21YN023B2PIDZB8AQCKWHbCoADah0hY5LYBe8Fh2Xp31lonz1ryqmHsDWxf+LhdKFvZFnOxPemjAl0qZ4ZuannLmFoszqe19XC+HyDaasbzusF561gawVQy6i2lYJWLKz3oWxIeYGUapIKPwFHv3f5zsGjWEAodqW/7vj3fDc74fZB/99+V+vq/nHdAXDYohU7OgEQjf/vAaTpNtN9Z0P593Ognz8rKMhe5z2c9t4raj9ntsFG7CpfL7ofUqZrvu+Yb3KtD9kVNof++eNsff/DVXe649P/PX0YcicqBFk7aKL7+4cehQGKrlMB210ttWIrte9a5vzhw48nQey5hDmFMPxC8E4EQrxL1MWAGeQT24UQTtkVEEQWUhFhe53OPuEKBOrRMT+6oqkbygHs9K8mpzgAH/uognTpY1LFzut0eX8/3J0LgDiDsyUMiCgsVXQmVxVB1gRKBK4CcAOlBbtQte5aennCOqIJXCL0LF7d2I5LBNCD0XHEQ+PAQCVbEVgnAMQN8mDaQKdwryvgaC7MQHKghxWgauFQWoDNwZ7EI6zKvBi/XouOia5ADxjbRQVYkoVY5QNQnJ3Ud8v9Z4RiKAwcijAzZUvHJWrsAMBsh9UzuIl7SWDblaoO4oR+UlWrz25HO00YjxgApgXG2II9j6qBUzlN79XbGNdgn9fV++B7i4fpoDt507u4Xri6tahdU8scaQQdcn+O9v/tSl9PJNZ2rzjRACHN+4RqQZPaQ4eQzPGT2iCZQZSRFSh6ARSWiY0Go6R6tqXq6coB9MysIgIU9V3bo+10NkVVZ8Z8m5suv2eZdYGoz6nBjBlrjWLsvMaGApM5+cyhVzGFlmlkZ9NO3c85oVXxV2HXjx3bWkPjwlhhsQbPjLEIqYYOXSXAdoWjrpZGnfsaE89ohZCYkfgQLwkEQqaEosWSocUOsodVRebJoHcEOBWARLffOGy8qUc6AJIoHCTxKc9FuKd1LuWE+/s7Dz82xpuBMcFUq3Zfb09jrgGcGg6HBUe2XexolxkPJ0IXiRVNECHTvds9p725eZqUFchL8tAr9We0+qtI3xCy2Whs9HTwyudOESDnAxIncDoAmJizaWRI0+NxiGPD1iBR8eFqIWhxbd/i8jVyZPaz6V7Awv1dggM+tHPiPXawGdKnhCfjw9E3C+8hX8YGEBjvgxODF9NFa3UYHYN85IBSt823bq/EcQTP4uzLZQDrxGRC4g7Oeqd27PzG2vZT+fEXBbBu0PYGW16AnLHlDSknfPTyBUCK8+WMJAKswPF0wCEntFZwPhcQgLo2XC4XbGvB3emEw5KxFcGXX7zGGwhe3N/jF7/8DBDFw/kBpVQc7l9ZxseXCW1r3YYEbE17ebgHXibkbGPqslW0WvHxx69wWVecH85Y1xXbpWA7Fzw8POLN6zf48z//C9yf7tAcuEkpYdtWpBRjFkicTQ/tqkvX7QEiq4EwtaIE82grmENRzSohHA+KlIx53FrDpQggwOnFR9i2DVtpvnmD7h8FgNs6eGT2QMoJTeHi19oBJnGfo1TXRGq2/nMl1FqxbhsujytKLWjSILVidUDpcVuxtYpEjCaCrRnrqK0b0CqaiXHigxgfP5Vnyx8NPIod/Q+ZhmOzbn8smXHUs5EAfcfTHTh6gvIA3SVWeB1mq10xzqDdGTs20g0bNBbyb1I+bAma3Nio7nW1d7+MRR3XX41v/eP9M96q0TAk/Wwhl9TYIFi+8TPfLE9f7u3yxHkJw2T8/sGg1bPVCKc7jAZ0wKQfF2wKWBv21JTqYN3U+NqzJjH6paenqLWO46m7XTcfJb5Tv/976dNTm3ZhyqvjY5dwnPI0BE/9QN2dAzzTXSZtgx9XYbZUx6IR4qc7Y3OeGcyI9jjuUpDz4iFpCpWGbRMsB57mCts1VlgQmzSyjBp9tgLmBlZcRZlpWNoMY784++gaRLpu+rgwJfTMZLuDeLrGZEGEXgpr12sa2RVnb0f2FVUAqOgxSkTOllFjCPWDNDxeu3+IP8f3Ue8Ajvp91H6m7OLVvuBHlWaaHxxECs2jDn4pUBpA2TKEgV27KAPLaYyT4ruRPQxTI22iA03Nn1EBDYHt7GAQrL2ldaJY7J6PXYAAhOaB6e+qg0XzbAD0rfC4b7/e/G78cyZvAxkZu66Pc5ZLgAMG3DVEOu+ue9RCM0mxQ5+n964OGDJMN6drvaB7wFCpJuQrig5uqodXqT0fMwEL0LLpO8D1HwAC2Hb9qclORBfevAqglA3nxzOOh4ZlOZpuCtT0HviHwRgY7CMaXSHWEwf8WBRMzpXyebqJmHwWYCALBJxS7wMBlMSmhkj1dNCK2hqqh1+1VrtIdPLwt7kdp4raXBhdtC+xXm82cIiJBhbtidS5X0tBDsKoM5ZEGhYCGo3MbQrqGkXs7Blp0vtRFPa+Ta5VFCLMPbMcrB+TmnArXEPk/8/en8frUlTn4vizqrrfd+999jkHDrOIQBAFjIhTDBoFjVyjgjdylRhjnEjiTczklHyNH40xiRJjbu793SRioiZqlIgRccBZcUii1ynOGgERUQaBM+7hfburav3+WGtVV+/hDAyHqR8+m7P3+/ZQXd29aq1nTZwY1cj1yCbO005SU4sAdoyIILVCakkDcZWXNE59VgkS9ZW40JpWqCXiUOpOYlfgLMKKjFCR5yE0LarKwzsvc2iRWdacwDtA66z01yIA9o6pw8h5CX50vpIomSxyZBvWe8e54LY5uES+5vkh0q5vKkdAWoOEYVGMZNFGuh7KkaQWEcN0Icq6Tb7XQOfYXFef7lYsLnRaeUYcUuRcO6V8eI3U7D3KsTio3SNbhow8Iz0PkKPnzBmcIETn9T/+ES79wHtWD3jAnR+JNSI55uc7VhUmkGiXyjv4sTxrczHBO4+o64sDECZTbN26FYccdADGowqcEtqmwXRxGSkGtNOIjfMbUFde+VOHGBNCSvDLy0qcyzvBTGibiHFVI6WEaSOy0kjkxeUpKvKYnZlDXY0wXZ5gsrSMZscOWF2i6fKylsh08I7RNkGD66WjGrsEkBJWhTFBZCm5oocQeTgkNJOmI1NT56TYvHGjqEEpSZQnOZAH2skiGmKEqH3U1ek6rjYgxCCpaRGISdKAU0pIqBEicpRl0rrGznuZTwZSlDpHSDLvbRswnU6x3EzQhEYilGPEpG2x1EywPFXySKNJY9uCQwvEBl0U953TbrkjYT+QR+iMMgLMay56ZBk30inUpclj3aDtd7cqDL9bWldGjORv9ug5WMsqXzmuFZvliKPdWfS3ACWjUIQY98dRKJH6eSESev9n294Ugfwtd79KUnnvY1EI9LfdXWo5x/tEMO3FS7xqmtdWQFZivU3KuSzMuGKOVuxpSsoKskWmpU/2pZS651y3lhIXooRu2jiPpcUlLC4sgAFs3rRRFNndjVeV9d3CxtF7UNZB4vyurDpnGYVjypYp64V+Zc9UuhOSRyFEvP0Dn8DTzzwDlfNFVwl7n8SAatsg7b6ZUdeVFvRM2gK860CU1Ott7YxLrz2QwBylALdF7iAH6wPslCPQFKucwlWCiuepeDHLukH5HVXyxtrGkG2z3tPF3bESdafIHliLDNK6S72ULL1u2CmokPGMzDTZ0C2ToHTbdwKm/+zmiCYIoTOele/bqRBcTQAwFcLGzWnaFbooKqluX5AWahTZZ00DsJdC2c6uP2XjClSMG7qPszpEtR5L64JYtd4yw4yLHzVwe5/1jEW7eNelmZXr3Mr1jtf4nUjIrlCkk9l9JJ2XFYYXeQcfjezRMdq6ZsVqs6xNkvYXA8AR5FJObevW9/6ksRa+zQEKRGB4lS8RFgng/AhuwyY0k0Uthsm6VKlxm7ruamUqcUoRbdOgbVtJe6rEuUEEJMR103b3Jz7/hc/goQ/8GVTjGVjDMpslV0SJEQkxk8xQLuY2pQTEACItKFzoSCZNuttqtSw4F2O1qFmJzEraxcsLoW0yC9R1zUEnMQhauw3ottVnxCK2RZfTUaWkNUGk66SkIWgXG613Jq+/1Bsqtb6kkTDmjSdte9/7j+y6Oe9H1C3ZrNEuST3Z2ZECjWiylCuoHmROTQamTSM1oyDkkiNC5SRNNZUeTbtWu3e+cxQZgVbqaBIMaesC8rpZ1aTqKXdzboQPMyKZOCGwc3C+0rbeErGVHZwkzgnrzpZBLvsheuLaXmvnpGOSnQMAk0VJlXqvyiJ9J1NMSI5yGhsxSadFex5JooBMbLky5XrlsfXZtSjgXrMSEuccSJ6D/Lfr7S1zzPk265xTTz3vuenI9fZnSNRHOU57NSfLS7j26h9iwF0UhQxGBBATGr+shf8dfMsd2esdatXVAUazNMHOHYvYsnkToldZxhKNP10OGNcBS4sT6ZTmHNgR2tAihSREr3fwKrxSkjp+47pGjOJ4NAeNyDOHSFYIvwajwWQyxcKuXZibn8d0OsWOGFFVI9QjaSARgpL1kHpx8i7FXPNNLwN1pRGVLMW3vepJiczxI2tw20hN3CW/1EWyA5L2SYS52VlJPWONPNKGLlXVgtnlWoWS1sZI5NA2LWIQsskibxmA14LbTZAo0dhGqRUKQttap7QpJq05SKRQ9lIzRdtMEUNAcg6cougsMaDz7A24NXCbk0c/vOwyHHXccRjNzADgvHZQ/qtblMu/S2edQEPkNVTXFIDO0bGecXTzkHVy+4NWfJgXfL71n8cuFrczMgvFqVAHuuFQ+deqA2YlpSOPqD920XAghWF3M7Z1iLhSH9u7fXjNX28O9unOF/exf0vlL3uuclcRdNeWn03r+qdKZHl5y9MJZmdm1EOmYf6VlwUhJczNzWE6mWA6mSCEiAMP2Nwb/7rX0g1i/a+BwoBbb0OGaVqUnwOzM7s0te6UnJVbOTyh07H2cK47KEKM+MCnP49zHvcYVGMtDgwrRMqQwteQfOooBWiruta0EPHwy0Lc3XvWLj3OyCPq6omYYdVxPYweqaGe5BzhZpFAWVhmE627CCM7TClmIwBgN1OPof+6dUxp+95Sn0piJ3cPI4Cb4j02Ad2NvZNJDHAOW+rGkf8GgBa53hQX580ki1k59r0D6hEAvebYiseQGaAWwCzUkun2L6NMrUOa1UrK805dShqLV04iiIJGOik5ZLLRonKc74iW8t7kv4sXSHQ3JebLedHx9qKLir9XCoViCle9c/ac2H234r7Wqi0X5FUDniHRGt7DV9wRZkmvzWo5ZVlh9zXJ3KQo6R+ekNou5YmyIi7HE+KDtVZN924kTQ006sB7j7oegeMUyRNim3oF7XNYv6XJWeQAOCvaMUXtMGYRI2HffBi3Eb7+jS/joAMOxNzMnN4KhncOR9/zaOk2xb0bqwRJV0TbyCOGdmXTmlZGXpT6SU7TM3JAj2Vd6xKr99gZeVTlV7IsBSDHtDR3eSbzNtydW9ZJbyunEB7MWkzZIsxSR67rmtPVXJL9kj4LVtjaWlF7p1F5JRlv8lXlbRktat+ZXWM1kro0M6vbJ55uCeajTLg000a86USoK4lM7Z7ZLmqvIzA7UclAISsAC5XL0TP2X7G9rbkZtm6QOKESabQQSAqmey8eeRgP363fzmuRbW+pjX0BYvffHg/k+2AxN9qxj5RM6pH7ndyyYrfEpPOJbv4zmWV3Nj+I/RF1k5JllkU/WsqqFYaPzFkckT4LKzWOTFwCGvlkQjf1hkZ6jGRjKnS8/FwX89Z7tgbcPZAS0mQqkS7ewQVxLMa2xWhUYVTV2ZneTqaYThssL0t9HU8EjgCxB9ijaSJ2bl9EaBL8TA2uJHrRsUPTSEFn70jTeeW9mkwaHYjq3dqQooJD5AiCFNhulhuNMvIYjWal5s+kRV21GM9ExJHI0CZGWIkG56R2mnBSKfuSrGNwft6ZpB6Tq0HQ9RQJlRdnxPLSJEdESZSnbFNXFQJZtCmrY5nQRKtJqGnoFknsKoSma14TU8xNfVxMCIkxaaXgdWxaIMkcN02Dtmmw1EwxbVslpSKmbYPpdApup0AIIjsTAzykqN0WuM3Jo09f/F6c9dxn45AjjgBgS8oKrS7rT6yF/KwoJvLiYmLdFquVqUWGnsG/B6waxxroIgT6J+jGsY/kRTG+lWMkQBZ0M9bZwsu5UwZhy3A5IzJnzBBP0ArT3hS7leNc6b/c86BNIVgDZkOtcaGs+97hFuIV9nieR5sPNTLtswS1pRIXbYNZdUpRzHdu34mN95yXtIE2oCLC7MwYiwtLaJpWQku1PW1VE2ZnZzGdTvPZ15teK1i6u2vJSuA6m2RFT58Ts3cBeeZMvKZiY2b0mnjZtBmTuTfv0B0VTdOi8l6JQvUeE+vccFYw8zvfuwH9+2HELEHrXBSe1NLYsjldzQ6oIWCGhwm/nA+yQrJpm1X53MEKpIpGYGI9yQ8RRKtRZilfXwIoFJfEAETZEIJEyQan5AqiWZo6bCWXfDf+LE6s3Xvmt6yGkwOwAKS5olYPCTFDlaaKaRRWYE2j0/EyI9czMvKMSa/DIntY8hNcsb3NJ3mg0u2dlwgihhbidlJLaRqA5SkwJum+Zl3jHOk+Gp1k3YhQXEMyC6UgclDMl9Un4kKRsUgoFPtm0g6liN+N/NRtJSZcfpi1lFLxLIG79DsHUKUpUPZvG4rtXe6oluemqgBOIIvS8zOgsJSfffNmZuNRo0i6Z8aeUdYUFIDMK6rX5pyXVKIIbccb82VbG3WQRCA77QLnNHowpog2BoATUgxrZtzdHrj0sx/v/T0znsHTnvQ0oBGjY25mBt5XWRE3gsw50m5hDEpCehM4RwIByHpBSbAQinQpJQGzDFKD2Qo+S+0faNpP8Rxy1F+7gtwCRso1Z4pOcdrtKzEbZdmp62oc5Q6UUF2GrKZcym2pIzOips6SY+1uqRFI6rhIRPDacaBrVkDySjJJ9BYr4ZXXOOTtxKZw+f20+fKVBychjCqtccY67qT3JdciUr3QOr4JaaWFqJ1GfNlcwvRIOaXVCmLVdzOPXJL3JISQkeBGtiUHxMCAS1ILi+Qeu0pq62XyiEvdtXuOTE9w0PvhfX5qEpmjyCaMsLITpt23zgFp01gqyMVaAPu1v36t1N8zqajPh0tSd8kp8Wx6SlfLrwP3Ci+SGrtC5BXaXD4GA1oPi4v7040+6dCbyQSLC7sw4G6GEGTt01RVxISmjVioaylZoM9kDAFtIwWbm2WVs4mBQKiqEZYWlhCnAQujJdRzI/gNFSrvsWFuI6aTqaTIeomIdJAU7mkzlVRW7iJ3fOXhdX2NMWDrdT8BEmN+4wZs2LABvqpVrjRYXFxG0wTMb5xHVVfShIKluH5VVfCuUt9cQoxq18QVMhIAR5YaSU7eH+8Yo3qEGCMWd+xACELYxBAQtEaScw5ptkZXl9ipTE+IsRXyqBU91DsHCgmplRpmMUpjhuQdeFShTS0WgzQ6aKZTtG0rspghBBEzFqcTtCFolGlC2zbgZiKFsBGkqYtczX59fO4u2D99tktbrGx/raym1U0hRzn32Bb+7hi66GQvqH5O+X8rKJNbOuTyBAW5wn2zLw92zWOsRRDJ8dZ6rE2VIV2zeY/XsfZCvObQikvof9/35u4R62xG68z77sZ2W6J4LNb8MqtHa26jSi7b/Oi9TJw9YN4RmmCFTUXJ3HbTNgDSlQGAdhcKWF5cyuRS0o44iVnY8+VlVH4va3Ps5haRXcweDc3uXbSIhJ7ipBuUQSZmIADlM21K2R3EQrtZ8PpjHlSNytCUL0slsYnvDFxTqi1lh5FiKwVKXS0GDwE5AofNWOi64NjxymABIUCc1hkrBc3qOe51suk+BZCQkxyrCFRtuVP2iGdyBejIFdZ29FbkFCSKlNPOZkmLSsMpMWHEEpCLW4OFnIHW3sjt6lfACA4jdVISYoYhxyeWiKBUSchx0NoEKXbXUBLSVuS6jH5hAOMRsLgkBEkKwERDl2dnhQyZTosILptruykFQVTeisLAk02z9VcQRLziBq8slO30His5heK4mZyyf/X6LIIo38NiXplF4Q3arci6y3kAVbLHXFb8VsfrNRKLnXbNMyNMI6s8d2NF8bzYRGg3rW4i7L7IPylq57P8TpXPgcubRhYFMqUIIi8FNbVocUoJVGlHL/VoVlr/pmJCPR7BQt5DiGBuQSTh73QrdLK8LTCZTvBP7/qn/PcZP/toHH+v40QZTwkhRlS+6l4P6qJjAPQ/N2KZumfYOnh571SxLl6T7JgyokAixrx2zIks6Q6VS/Dakp21zbJFflkk1IxG2IYQpSubPpdRjfmyxbtTkt4MI/vOoqFiYoQQ8vPEYEybiKpWzYJIayQ5+EpqGeW0VmYx6PS9Z5fk9TJdqtQR1bDxtivFXAXOe6/NFCVdzaJgnCMsLy3nSLq2bSX9zznMzo7z/fDeS20QJrjKq3Hosx6blHwKQaLicktroNA1OI+x8hVijqR0iCjkt+1DyGXeSOuilRHFtgY1RUCjPU/eWmzbM6VrAueUVd1DB9hx4aVM79J1bPOYhGD2es/tfnYihLNeBcizgUrWWiOjkjpRyXlN1UGnfBRlBSwboXy+O9ayjB5n8UPoXPksx9UZ4WSrwCzLYEr46v/7d3zuEx/BgLshmEXfMN/aJGLZL8FVQrJ77X4SNPKliS1iiOCY4FiiJms/QttGNNMJeLIEt0SYnZ2Br0YanSmHJudQuQpzs7Nopg2c1w6PKldclAjEZjrF4uIyliYNZkYjVPUMRiNxOrRNq84bAjl5r2NM4OR0XQXaFNAiZHs7KuFfmbMzyw55j7wXN4C9s44cEhgzG+bVtrEC2w2m0wbX/+RGNJpa57x0hPT1GIccdgicS+IfJIfJtMW0aTGuR2hSRAj60wY4EKppBU4RSwhoQ8SkaaWsZmJMmwbTyRTLE+nOmgBwjEBo5KfXmfZ2MDzvRtgv5JEZWEyqA7vUJyuKEFk2X8EaralXGkylUqC7Y/24i9Wg3r685u923N6DaJ1Bet/v/0d1/Y5lRYb3mkbmzUcmKbD6+nc/AZkRu3kwDUu9SeKQ6+7f3nJfewSJeV/VNbbdtBUgCWG3HHpfSc2OEBOs21CECmIwRnUl3RDaFnU9AjmHyfIy5ubmkNIY9XiEelRjsjzBzhDQTBtUc7NyibzyySuHtXcX2HnX1p/olakfvXdKD0L2ne1TngOiMhIBcXQnFtDJa6i+GTqdz5yUwCDf1W5IMYDIZ2JHMmRWXD8lSD0PqTchwTZKChE05ZF0jp2eE8haLfT+5PpDK0gksTpkmzgvx2AGcwCHBkALqpqOxAgE1LqgGsGT7UzqE0iApIRBCSICsuXDrv+iJz2edUxz2gGNvOaXu+6cuQZR8Qwn3caYcscAgs5T6mqv1UpahQC0jRAknRUh5BCgbe+dbqca3+wGdJFTXBBLZeSPWl92LUB3PY40MsjIKCVoisKz+XOywj4ousNxsY3FiKNIDdOoHitMkjvEsd4DLVzrjeDR2jEWjm2FvJn1vABqB6QGGK24TrNwM+FWEFU9jqUwqIiK4gj6jKSC9MufyxyS0cnqdfSeIcXFk0ZbaJSGZgAyNBUtSih+frw8Ibmuzpq1H/aJEVIDogpVXcM5oG0jvHMIbYTzVscHqByjrmvcGfCxz1+Kj3/+U73PfuUJv4RRPYKv9Jo01ctmuYSlD1lBZ6k1FDKpY2SO09o8UnQ65cYNeQ0onAbEUDJH3jP7PEfbdmfPRFAmRJR0t9pI3gFEompGfb5jJink3CG0SgSId56ceP0rX6GqqxxdVpHHyEmkXERCoKSiirRuP6O29Su/7/pDlhZG8B5oeYqEtMY1aQ0cR6i9rv20DLAQnVoOVroApoSRFXtnzlGnOTLJOS0Ar/AERxU8C9mTYtRXn+C9jI+ZpfA5Exys6DcrJ835kiythUmLrWvKnauq/H6y6ihdgVyNJk4kAZdaZyrFIgVat9NLWvm09XSHNZR0mBZuYrMjxvIRVBSnbp9C9ymjpKSOk8jHHFWf1ySsPr89yybrqDsnZcJIxhNCRGSJAvd1hVEpL6i7zgEDAEbcGRHLiAZOAHts3boDo8qj9pXKC48UWeqmOamz1sQpFhcW0bQtZjdsxFifNdbabA25nIZaVUBFXnQ7J466NjAWF6bYetN26WiptkU1msHyZBkJDtVojBAilidTLC78BOOZWczMjDEez5aXASIhlBgMpFpkVX4v5P2LSRzfJnvAGgkcAjbMzsJVDs7X8KOEKozh60bJrUWRVGTr0RJiDKqmiECILCxuM2oQmoS2TWhji7YN8HCovEeIEQtIaNRGIo1+bdoW02aKEKYSueu0lECwmkYD9hf2Y+SREEIEC2Hm1XJfty1/pVWLV/G9EgqUd1tNOK08NLEREP1NO3NZFzc9otMz7N5E7kaw37HCql8dCWIKlG5CZZ43FwqWIGmHFNvWey8pAuSQygr9N2uwK+/PzSST1tBZ9v0Y0pEmhoRNm+YRIYIphYhRVSE0UsW/jUFqcnivhozHrl2L2LBhDqPxCCmJ96HV8E1zKDiSlpKTyQTbbtqGw484HL6qsLSwCHKU28/WVZVrEdwS0KrfNSWAO+JJHG0uP63laQv+do2p4myg2DZZ3b4VicnbBUnD2wsuQArTBjhSzymJxziCu27m2u7cPLZCGK18LIsH1RkpsA8PbgQQpnbjhJhJFQCCcxvsAiBklwdVI3CUDlcEzikAeRiJV0SrQNOcuCNO2P5n4QpKIDjuDkRQgqVG7tBlJBI5IKoSTspoGEkBdA9ajpjQ8yUlSRC7jm+hBdpWCKTZGSmWPV3WmkQOGNdSINpWMVtTiLpjrja1YfUwSjIu/3gCRk7+db47nnNCzHAtxyU7DlZEc7liLiogLHVEmBF2ZHPjOhJOrF0Zby/ayeXsQ8kfNbJRQ+vNACuDp/L97Yzm7m90xJdtT1RMSfH5WlFjwk4ox6d1Z8r1jyCeTyJwpDxPhKiF6eUZcs5L9IeGz4fAqHPNlgrBBSRN/2FOcK6SSJextCKHGt917cEcpXaTXmOMAW3T4M6EleTFRZ98L2AGL4DNGzfjyWf89/za9PZVI9mMZksPc4467k8JHu89qqoWAydp+rSr5fGKRSqu2ejciQ+G6Q+aQpa67Z0TUp0TaxF0n3WqLg1TusqlFDuKguV5qcmBfCVdMLVYvK2jptVUmmIVtTuSRehIDQ0hV7wDHLwELaZ+mpleAJglAiqy7yJhNP3N5tuTg1cja9pKC+92uZFrI4fkkNP5RJ/VIL48fUIc+crDJQubkeu1ulUEaJCrzrB1OwI0la8jaaS5jKS4US6MLelowl1zRyYpicRAdnDU6uQiImmm5rzcbxLyCOV97z1gnIeXyZS8RqwHjdZmKaZtx8xHJblKR3atnYzKegnb2ops1BaH70OfVU5Rm1kwyvk20sh0s1I/sk7QRgbKv91vAwZkpHb1Z6NZ7GwcKBKcY3iXpKyi8zg4tLkOXeQoBMk0YOfsToxGI1SVz+8AQFiAkNVtm1D5Ct65XFYhhBa7Fhewa3EJB24+AHU1RgKhaRMmk4AYGWN1WoUQsbS4jGkTMJkGzMwEeF9l+Zm0G6uvPEIbkLzv+nmw6rrM8BaJqO9JEyNC20rdJpUvUctzhBhAszPYOB7JGqxEU9MG3HjjNoQ2oE1JAs4JmBmNsXnTAdphDQgpIYDRtA3SskQdL1cebQxomkbUuZjQtA24aYBm0uk+AG43+/tujP0WeZQXOEtZLoyYrEj0fteFR79gFE1cqVi/MjOaV4nuuAVJZM2H1rLdypF0fcmo9+1q47w7h326uwifW8p1rI/S/7PKel31TjE4hy2WUUnE3HmC7GgmIBJLjj0YSdNRuCChOtNBfrs1I51uEZiRQhRPXP5IiJCqFsPXe8m3DcxSJG7kc0i6qzzCZAIUhrjzHtPJBL7y2FDNaWpAV/dAagywtlQGAAnNJ5J85SuvvAqACN16VCNxyuZg6X1bC/Lsr/0kdSSgGA1mE5cPRO9Pq09SftffvH/84t98nJvJ/d2xIF7QXF9ZDXmrgyQKfMqldwC5BRL4YYYtaTth+Z5zdItotWTRNGY0sANz0kCjFoAHswdSF35PkGgLidAh5AglK7KshYEz0ZMLG6fu3Pa9K97UHEIAICZwkI4azlvUlWGN3zPxYz+lVt8ZiJksMs2/JIzs90xsRaCJ2sGMutS3mIQYSizh46WX2kgTT0BVyzHYEveL9K5MniDzPF0BLx1fTBopBYC9EETjETBtgAmAUa2kVhJiaGYsx0whG3v52mzsiZEtWa6A0jgrDJussVFdrF02L3oNKfZT4VbeE3sOjPTJ23B/096+dq/WYCIM5b3qHwi5axcBzA7MlrJEcNAoKZIaNMyWOiTPbF5vnINj1qZyEmFi7bijppuROi3M4eEdISVr117U0dFoUFN+Ezuwr7FrYWnta7sTYGmy3Pt72jb4wKUflD/0tpx43H1x/LH31tuuij7Zq6kEg0UFOYtGViOdi/UKFgki+1bGGnUKVu8xKVMbjBC0++qcy/WUVmpNQmolpNQpY+QI1r8IrtIoTdUZiRDN0cgARVmHnXYpIiUhyHmN7tFn3EuEEGVC1C5DLjJ34irIOWepsrpd5ASOQUbGUEJMOgY5L6RQrpdHBFfXUqCVkXXI7FDwvliftdi03g/HHklKOOf7JIXHxSGQ5QJbOtvKFV2jqez+kqTQJ3T3xTnfyQAt0EuRwVqg1uSmFM/2PRGUlCA0/YeUmN/dum8pLxbNkAmp8hlCoZMXioSRTpYi6clnUdjfea0P1DltB4JEUWQ7grr0OWkN3skMZ89xHu+AAXuB0ICnDuw9EjlE59CqM23HeCTykBiRx2gYiCFg565dmJ0ZYzwaw2vHS0cOnipEJBBpMW1fofI1RiFhOpliaWmCEEQfjEyYTlqEJqFptO5PTKjrGr6q4esaTRsxme7Crl0LOGjLgUBdo0s7BlyKSLFGxabTdgXxIyeM1G6ylOKQItoQs4pnKcehFce5r11OQYsxIiSpYwTnkLT5wfJkgjZGLE0DpsF0aORU9co5jKoaLScstxFtaBGmraxtMYHbRiLQeYgyur2xH8kjXcVtMbco9pULCswcUmUkH6T4lpwae0r0FIp5Nr5KxZdII45Wj231R7Tq8/UXkmIZ381qepstRNyFAq91ki4Yu1ht15grAB2hZKSQ/S/bYXZnOm/0Cp2yfwPXQ7Ew3xockylqsQkYj8f9egtQJVKvi1nqFXCpiDmHtg1oU0RV1zkSyMbWaASSXTARIaaIhV0LqCtJnzAF2oyc5eUJjL2RaCTCjTfchPHMGNu2bhPCyHnMzs1i27YdOPjgLbmmxe6elXWLlQMoicB8FFr5fHYTTmUUWVauu73tdcvH7B4KWJex3auQdwaYgWNRVBB+xwFEWiSG5RmpKuiimHLdNvPspyTEY+KIlNRwcpADWUcjBgjaEtVpJwpKanhLrZfe/UoJRNrWnKkjt6wLFtDdOBKJmYkTdO8FAPQ6rSX9nxWcLguirHS0rlTuCR1JUY7XDCPW8eUuZSsOtuIZ7Lp3JeR6T9YuLssbFgIlasFvS0ELUUkd6E3TQt/5JkKUDLsPPaihaRE/UY/fAohOQgjaRi1pJz/MMl4PiYyKSh7l+h/WGaqYuzxfmnLGei+czZHdS0KumdSzjFiUpKjz2kvl1jmydr5WT2llJJWRZxb9tPIelDKbV3xW/ts7rXbE0nU8xa6jmpWdIkbeUX2XIHRpOV29F5bCyEwAjUA0VSJWarII8W5zpvsnfX4dAKeEFem4oj4vIITmrqNghhBw1TU/7H2WUsL2XTuQZRgz7n/ST2NcjzrDHQCo63QHIMtuZ6mpsPVOnGc5SNIeIdmkzxUDBSGC3rl6xKM+Lx2Z5EBkNcJkPXVUFOROqYtQy9FHkvphJATBxEtXYJlSJxe5eJjzMmcERpYrXec1GXbhNmRSo6ZccYU8SknqQ9nzmeMGTMaSPeeUOwP3s/X7BJBT2UEwnUTkX4wsWcB2fJ1Sizjqx9t3851r8LF1O5JrTUnIOHF0aNQSJ7B2lOuKoul+MvEdMcgOJWm4WvHLtxvFqy9nLxyNIn46WZSM+NbnN+WI3u463Do6Lhe/MaDpiw7EEdK9j/M9tYHZPpFjnj0jO41YIiL81ze+hh9f+X0MGLBbpAg005xyzs6BVU9Z9B7kGJ5EN4vJISSHnUsRy22L8YiE7PEVKk+ofUCI6tx2HlJwaQJPDtNpg7ZtMTs7D4YTwig6eJdyR9OmbYQfdgTva7RNQtNM0bZiG83MzGhkL0l7+5RQe3NuSSqxkOYJQR1eTOLobtuAmCSNzGyNlGL3XYyYpRrTRiKF2ijRUGBxuIt4IVBVgcFoUkSzaydC0vIfWt+wqiuMRmOExJiGiBQapKDOvZymH9a7GwP2I/YLeXTjtddiZsMGbNi4Ue0Y0oWZxF7oEQqsFUc6lVP2KGrdyAdYaZDkNW0tG3uNiI2VevFa2P02nfKxUvfePyDxytnvvZEVYyHAUu9IFbaOSxL3nCn3TNRlmOj/uigW3LKLs/tcGp17hNxU77wQQ6qcyfOjihEnxCagmp3LXVFMoRJ7SpS5kJJW7hfhM54ZA4C2CJbOPlWSAo1t02bP7HTaaDvpCjEljMdj7Ny5C0tLS5idmxXl3DnUdQ3mhOuvv0H1IQnfbJoWP9m1gAMOOACjsSj2lR5veWkJzAcWzxmtnuP8jJv2U74wZpyZHcrdLraJ7l9Ot9W7MIvAeInygS/shvxboZbvxb27Y+O7V16JE489FjPjsX7CheHrug7vkE48IUSEyPCetEtGBYaTcHl4xNjAUqc8QQ0Bn28fQ4JRyGmQvC76AkvDkN9dTo3ScaEwEkqSp4wSINb3o7iJPUOueIaMdDACKqXV5JFF0gBFepUdTw3PkqgwgkJlvF1X74HOl2uKgBFeEbnyq407Fytn6bzmPTAaCXHTtkAbpb6Rt65g5emiEEAVJL3OCCQjzXLoHcnfbaO1lRwwNyPnSL5vRSeNUgpJ6w+pZWi1CUreByQWrlcyLFhXKA/4SqOS9NzmRSutLhsfa00jVnLNdc9Erj+Ue+6iI9eSHVDvd8c+9u9xfjhtQbDnojxGaRyy1mlIQAAoUh4GwDmKIhfVZRSRKUJiJHQpnyDWCCWAMQL5FhV0HwCUkpJGEEPXOn/pfc4FkH0FaREc822mXE/sromrr/0Rrr72R73PNm3ahA2zsxr94bBxfmMmjqiQJ2XccOdkQpYH5dubvzNxYX+Wa5Edv7g3hc3eO063W0dqCVkQNaJT5bAROp5y9EvuyqVklPOuH3WkFk92lmQy3UbAAMtTysWVr07V6rRPq0VCmgpoY8u6VL4q/d26hlGPwu+uW9z2eYadynwyolmdDCaeKX9v5JHLkUXlwS09j8G59bdF6TED5H13QJ1zI6zsHmRHLzMoOSX2TcYDIA/Wrodl9Lk9LJQv1AaFfO/KaRJ9Rc5F3mmfhm7MK2atWxfssIUqJLecJQrNizARO6I7v8gzzoexUzjX1efKMsc5fOc//xM/vOJyDBiwR8RQlNuxhcmhqaXzmHPSxEQiexIWowO1EVXToq6BqmaMa0k7i5E1AjAhtlJ3yEO6k47HY8zMb0CIjOVJg/GoVv+Z1GBtpg2YGVVVqa+KkBhoQ8TCwhJiAkYjiYaKMaJtGvi5OZGFSescaQRTUj2WWcp7SORRQhOk65kRR/ZdUjnRNC2apkUbZXvAYUwV2pQQEoM9AVwhckDbTtGkBLY6lSmCGo+lyUS0iJi0Bued39a4K2K/kEdf+Li0qr3PA09BYiGGoItjuTbkhWdvCIqS0Sg1k0KhvCWPHK/4d70h5UWs/GwN+7+vde353GuRYKaAi6GvisyKEZaqjCg8yEpcbxi9hb9T8mFnMKUlE01dWO9e8Ue96IhihGuQeNnORTEGNRI4JTgijMYVJhOp/+IAhKSdoYgwmSxjphKhaEpTIs61E2zuQhswnbYiNCuPmZkxGJDCql4KU8YYpKaBkkQHHLgZ27ZtR4wRBx+8Bc1kgkMOPQTLyxMsLi7COYfxzAyqqsJoPMKuXQu4/PLvw2sYuU2Dr8SLfvx97o0N8xvgSOoehRDhfaX3TAz/8s6wfm7zwmqwWuRQjggrjL/Vqpd58srPjTRSFXlPN5WlPNCaX9xJ8bq3vR1/9lu/iWOPPBLgosJBkIAhRzLXMqPdxbMqBzk1BCJz2gAg1XCo4KjKnWzy20ikhFTnZbXwfIBzuqFsDDBWRCRZRzEbChvxYFadpsYV3nXV0ruLtr9V8xbDAR25UcKiYaweEiyiiDq5QNAaRanbLmoKGVnNoPKgWgTa6fGhcpyjkDUudSSVqwDWY0QtID0/D9Q1sLgILCwCOxeFjCFICpv3wtxFnZtIgNPxpKRRTAwhq7iLvopRUwR9F5GU6/LpGING27TW8U23i4DEfhfbE2Suqlo71uncWOSRHTMx+rn7hi7aUQgvvYf5JSze+ywDitS+/C9rCh362/ZSk8oXW9PzysV5RciJGX4xJbgi1ZLBUvsgOSA5TYVUo5coFw52BGVRCWSBVazp1I70MXegirvodCMOOpHek4vlZVtUYFXdOQpm35r42Gc+kX8/5KCDcfqpj5R28iR1pup6JGSI2TimhwGaJtg/Xl+fQCdWlHgwYs+pwiDRLFTsQ3DURYZZmkJOojPiCEYacY8o8Jq6KL9LKrkRMzIWUx5ISI9eN7IVa5PqMaAkth4DYNWhyu6TmWpSfUvJlUyQ2cQYCaPPoXxUpozn1TfPtxWuNkIIWltOeCPZN7LUPBFYxE9S8khq3iEFRKFwQJyASLkmpTjopeNgl5KlZc2idNUjndNkxdS1Cx7ngvjSQZRD0ELeACCRSnlWy4fD5iNPfTH3lsG9QgfOmoqJtkxesY5JujaxBqaa07DYpfuN0ZF2usa5CCSrYMRmDNv40AdD5c8aS9aAAXuNYi1eWJDUWw9k5w0BXFdgAE1K0mHMEaZVBcYmVHUFgDGZTNBMp3AxYrP3qKsKc3WF5eWJdBxVe6Kqa4AZk+VljQBiVF4i5IUM9WCI43M6aRAazq9pCAFVJWlwKSXEKJ0+YwwYz4wwaaVhQggRTdsiREldY58QlDwyG4ZTQhsbxJg6UokTEgeEGNGkgCZEqZuUtMvbqIZrAyKrzhEkAonvoF1SB/SxfwpmA7D2oHlxvRnHYFRI+joQ0NWMMG/JrYC1xsXrfC5fdgtTR+DswRhX7WKVYgZbh2V/BzM2Uy5qKB5Yqcey52vI2nRBSNhKb58jK1BdeDkXXrWisODNQXaf7WYbYlTeo6oqLOxagPMOGzfMYmlhSXP/JRIohIC6GqlNK4pcDBGLuxZRzXvpXJISOEmKC5PkE8cQcy2GjZvm0TYtppMpJpMpZmZnJBUJhBikqFtVeczNifc2xYi5uTnUKvBjYkwmDbZu3Sapa3UN5wiTyQRt26INEUcffU/Mzs5K9x9yqCqPmdlZgBnjmZn8DlRVjUrzkPPcr/NuWOQd1lKeMhFQ3FusOA53Cp0olHZvZRdieaLSWvfJFD1lDvOzUCjId1UELcLponh8yVcI6PgR5zgXRayqWlqU5gKxyP+Sk9ocdh8k6KZI38mebktrUKOeJcJFyD7SlByrk8SAS51BzflthXS8UDlhUb6k0S5sGrLKTOeQmqlsYrLCDPyqS20RdxZLAevKy/hyPSJlqX1RTIu1axsKwglKKjEDo6KLWNsC06kQLXWNXDQ6kzdGilVCKvmqI2SmDVCP5Hws1wMPJcQq3Y/UAonyY4+t1+ggR53ROhrJvlWl46il9hGRdvVw6inTy6vMkFUlqJR35ACqZBsk7Uhn7AfL/VTDLJM7PXnJAMv97tLySiOsJJC629CvicXovaaJO6KLym1tc1V+LXInJSGtHEDVSDpgtdIqNyKh0vBhawvfX5ksUkkjtXrr0MqVT+kGR3BMYHZglwpOLCGy1MGxemP5ktRjChaSpKoBindvE/CGm27Euz7wnt5nj/6503Gf4+4jHdy0kxd0bazQ1X4p1+s19RRmcdBA61IZIRqLV9ZIAaK8fjFI6tAT5ZSvqJFsnLiLKiIv6WFF8XhLfyKVofZv9w70SQsqf+Hi35XXw9CSaV71BEKILRykiLulWoYUst5h45Qon6RF4k21k2eZWcgOryRqdoyRpLaIzJd1W/hz2Y+0cUBXP0pr76neE9qAto0qVgmscVQILpO6kpYSwQxUVAtHHQk+OpVBnMVEROqcdTBRTZ3MJnF+wVWYEkBK1pvYynOceTzq5lf1Gqlawb1tjQwSRwry/bMxwJyjDlnXJ1hcLefb7pRck8hDcYYkhnRKTZDoxY6q6sgp0lpW+rBGFj2IeWX004ABNwNRmzaUWVZZmHJO0U3MiOpUqirpftY2bW7AE73HTFVh0gaJnmNgNkTMawaFEfAxJKS0nAlU5yVaOSTGzoVlgJfgvMOorjEajRDDDBJPYGnoIUX9l7EhO1OlFlEbAgIn1B5YnE6FEIoRbZQxbag8lqdSOLtNQl6FJN0MR77CNLaIMaIJAaxlQFpA9L4Q7upmxF0S+5c8sjoYa7Vs18W99lpPBL73pS2uZQAFmVFwG6BcaEQZovwFrxz8imiaMnfajmVd3nr7FARS73A3e8RrRFtlwymbsbs9Si8/fQU5cEtal3rnhKBRxlqIFcK0nWhRObHXpEUtSwgmuhz/oDVDptMJZmZn8nZ+VOGwIw7FD6/6ERYXF7H5gM3o6mokOOcRY1RDXzqtiOKRMJ1MsGHjBiBELC8vYzKVOif1aB4AsG3rNuzauUvT1hwWFpYwbaYgIlx7zbWYnZ2F9x4xSgTJ3NwGbNy4Accdfxy8c2qHWXSJzOV6Osnu5rbMx1/jW4C6mhKrXqsi2qD06lmOmt1t87J2CqBUYkgEcNBokMRgU+6ZsbBzJy76v2/EP/3J6/Z4/++oiK5FcNNOWQYQIYVEqavoKQo69c1ikWndfr6q4J21Cy+MHkddu22Y7U7gRBKh5tUbvOrdFC9O542XY4rN3IK81HKTIJJibGSauGrRQQ13V8hLS6lS4sCNRv1Tq/KeCSAjNGyIQev/OEhKWdtoHaIKGFXdQbIBUkTc5O8KcgMEIMixAMB5+QGEHIr6HAftMlam9cWAgiFDJqkAgIMJYOTuaVbUJbF0VhtXQJiVznYhAm4G2KDzweiUG0sJs/lzyHJcSD0vc5/JQ71nzgsJZ+8XKTmTWKKdrHZTSeKYwWTXVuaU2jyu8peQKGNVpbWZIONK6vrPS6qSgJGFFIpBpo8h1+D1HM5rbafOOJciR/0ID1958dprxIJorkllllfvf0IZUcLZ8LeUIzXYii6GckUi+0IrJKUrIlUMCaxezqjcm4Pz1epSVwPwqX//ND79H5/pffacX/kNzM7MmrUPAL21ItN6BICEJLRI3e79lmeS/OroEHlNZN1IKWaC0h4Hi34pa8lJh1chRpgZqaq0VXunR4Uoxf5B0rSgjIqRrMuiXg70AtRzydRdpxRVBih/BlReotZicfHOORVjXZpTiAFU15l0gj3SgNayc1oAnvIr5DVKytZ8eQOscx2joloiV7Mck/QTJJZnPCUx/mLIpGzihJhacEMIMajOQ6hnRkjmyScCs8jmXNvfZFhG1gRkO9XNrO6YRa1lfSV3mJOLc1nultE+LPqvc7130mpWiRiwqLMukTDrrnkH02MJYCUbk8pUU2vQ38WrzI6qtyfl9yvn4CqdY533ruvcIDgG3EZgiJMsyxX9mBiT7Ts7XUCdclRVaNSJE0MAR3nhmqrCUuF4tgj2jd5hTPo+WeqqEtwhiC5ZVR6jegROLeY3iq0jZTsSAkvUUGSJ2IucpBNaEqKorhyaIOl0UsYhAkiY1E6LeUtEUxulo2ZdeSwuT9DEVssDtBIVTioPwq0T9DFg/2O/kUed4SFe8Rx6XHwti3rnWYB9BtVLURrDWJO0sdag69joq2DO47VQRmoQQ8eshl9v4P0xlKsvIZdnhWMuFIJVFNQ+QpOc2Or7rPH9ut4Tm9suZQZA0SVlNVGxtxFj4mVmMSgYSCFoMdVKCkwSgbQQKhOhVqM1McAhaIcYYDqZSlqEd/DOg1NCiEGMcy/RRMyshKQoGiFKmGUulh0jphOJqPB+VhQJIqBpMW1a6UgwbSWdbTLFdDrVbtWE5V1L+M63v4uFhQUQgKqu4b3PAvLkU+6PuVnptmYh6NZCl8ipbWVGUGf49R5ZU4TyHNu2qyE1BlbvVxy5fx+AVfff7FxmRtSgd4tAgr13K57tXVt34INvv3DN5z3F1Cmmd1p073jH7HHuemNe2B65lwCqKHMU1lK59lUu9tttrpFERfqFA4OJwY7l+db3wu4Zp4Rofh9O4GQvnsy11ElyEg3lk1CA+dnh7J0FNBWICeS1rb0Ioi41C66rAZRb2xfyxJGe18gPLz9WFDtqCheTkg4OIE0XKrut2fY9Y8CU9VKT0rpC9t4wA3HaEVChII7qGl0RvDXuqzkpaAzQqDuGd0IIkZFq6o2Xajvd/lbzx54NX3fD964vDI0MsjzhXEi7II3yLUoS4mdWpkWA5e80JbdygNdx8BTgALh5XQy9RDORkj9GqBWXn49JSgQRy/zFqPdwhazJ6XwEq58lSqw+LyIgiufEziF1iySYSZ85aOQQB6SkNRHKlTbJ+yURRAHMxl71yQtLZwva3Y6Z5f3S+0Y1gEbkUEoSpSpGPiFivWfj7oueA0Hxr++9AFaomRjYtHETfvFxT9rjcbz3OdVKP+2+T0UNtxySo9HUUsUjkwOSbq6R1Vl5kmfBdJuoxogQDgxPsl/nVLEIN5LXntIK4qhgdaioFUldihpDCCcC4HKXwOIQTuSaPMnSBc462jkjdElke9JOXsQMgkO0zkMgsO8cko6MgRdN0fSFwlfZyR9CXqM4RUnj07lrQ0BU/SeGgBjF4eMSQFSBSGosViPpxkTew8HlFP08h/ke6Ok69aC3zuQ1xkSb3rZcALsU85rKaM5e0yMTLGs4dbo9kJ1TQiZ3c9ELuARpMBLnx8XGXjo9mQB4J9FdMSKlALCT69eIuMSiWwKiA//rm/4eP7nmxxgw4DbBWnwJMzBpVn4oxaudQ4wBE+ekoQcDdT3CeDzKxJG9LzwagQjZTgGESNpUeY2oTJhMplhcXAahyVGUCRIBKiRRxDiNEMFoNZKoTUIUzYxrSWELkt6WYgSBkZJ0WuPYSgffKOt5ICe/Fx2+9dL6+sqAOx32G3mUOEEzzbOCkBeFYrtVOc2dbrBKFSy3JNXFGRJiT6s8KjcTxcKdDfTeIoaChNGvdVEq7YXyu2JtW/uUvX26kuGWN0u9LVGQZv091zhYd2Ibc0Ee5Q4t6w2QKhBc7izSNq3UU7DTEEkL5tw2HBJVofm3UfPpySqkUqFgAlIDJkZU9QhtajFZnqAejeBnfS4snJUq9TyBEji5bJwbmRS1kNtkeSL2ofeq7Mr3zAm7FhawsLiA6aRBSpLX2wZpzxuagNnZGczMjFFVFepRjaqq1f502Lx5s7ajRSYEu24kqXhmC4VprXve07No1e0rv3JMSMTdc0/2ZFB5Z23zVZ/1f++I1p3btuMLn/m3/vn132Y6xY6t29YZ1J0f8kiucWMshUIVbCOIcmtm6oq9Oo2QsbSzDjqfpCVXC3lkhX+9q7IxzMU72XJCRdrZzRFKcsuxqd7axhqkxVJdLmbckV4ujy+DqUg3YF3YuZdrngucakH9/LwVXeiyUDbiikjTwHz3eWmB9SK3jJQqiQgubkrstmOWiCaweK0AIUPqWvZ3CWin6OoEmSUD5HAb+4wIXZcGG5uOu1wOGd0Ly0qqkKV8lKQOujUCOpcpIXdTSwS4kc6byVqNwHW+M2jNmLa6TA7IBcQ5Adx252B0KXuU7AZ0YwtR5q8spG3zajVNLOLH0tcYkvLLahomnVctQA3z8Jf3T41mMQaTjIUAEKuumDIZKseO3XyzFahNubNVTAnOWdqlFN+OSjClFMFR34PKztutHf/ysUsxmU5hNWKIgNQm/D4G7Ak7du7o/b2wvIgPfeoj+e+HPOAh2HLAlnX3z4RDXo+Q77MR5wAA9YKzklS2juU1tKzZxULCwLqe+QpG8yQlFbx3SkLJuRJ39Tx6afoJPT1H6kAbsS5b5aLieS3VdbuooVPKb3HckaT8QtJDKqdnptRb72V31po+WoeIPHzV1R5SBUrnSlYSmwcr/OzMoaEGYy4gzlr3iBNSNAJIiDpiMSSdT4ix1kiEJIQSSOoEJSFQks0RFffGOfjKITmHuEL/1Tus02+OTEt9L+ZK728ykbvy+UEXfZaPm8mmLrWsf29svmQPpjI1jbWOCvLaSnBwSHINWVxr6h66tPEUgR1btyK0LQYM2K9YSw+NCZhOxXfEHhaB3NYNYpBGLznqF5ZCK2STHVJIWEnftzpFKSYQ74RbEP1Q1ltGSJyLXUckTIPUOkpaDiSmsQQEGEGUxInfsAcHLT9gjVBKOTbgLof9Rh4xJORWFgWsMlKz/ycvuCtMYlVwZVEm3YKLg5T7c6cz31wCaQ0yaC1krgU2vk5pKrfBPo6lJMbEO1ZM2srjMAriqDR45Mu+ndc7stFGPUPJqZc6pY5UMq+uzUSvTg9UgKEjhGRVllQfUsIjBRFcUhROx5LnTD6RtudyPiuQPZ4ZiSJATvKDQ0CKqbDvOBNaORQ8JbRti6ZtkGKCrypNdQMmkymmkymaIJ0BJpNp5w1TTzelhKPudSSqqkJVadSUeqtgXk/WqI+sNxfPjN0WJRCYu9oGq7DWc8H5f4XxjVznobPZqbjd3b3NaVh6woVdC7jyu9/rKU12Nxd27sTl3/7uGgO76yNPfWdHZBLVwupzSoJOqZFJXacaefYSB2nznFL2yDupCtJx0AXRQs4rsWT9fOQngRETo6rs3poRXtRGImSvt8g9/TcZqQo5thMzIkd92HNqnqBM9BpxZYfkjrhY2c3L0qDs+bJnzWmKll8ZjkxrEEeZsegrF6zGHnWpFpK6RUJOcJAxO6BHbMXQpVrBIedTkDPrpIi0yRZjf2zaDl6uVSOIzKhhQAgZ0npLagWZAZptU53PXFC7tJZWPGxlRNCqwt0AkpJBpoxxQfywPCkdcaXHs6iqvtDv7mEu0E3dnNgzBM6EPOm5OHXpNXLMQhZBn2GtN2LPqaQB2bObaSAlNbvoM5kmNaiVXDIZnKw7TWI0ocUnv/BV5RO5SAGVdJ4YAr78ne9hOhh8twratsX3vn9Z/ntmPIsDNh8gf+jtv99JP606Hatk6eIdRV+x9RhZTpRLH+t7wpwyOW5pTplITxL1lpzP75E81vqsFqpOdth03qVOLeroBhVr9t7rcBnI3QENJqKKa14N04bkmZaUeKhzQckv7T4IsvpIDEZEcgCx1wgmO47pCnptJvcz8eV7nzmWjmeszgTSeSCbx9x5U9YHjilHhhOb40EJlBWORDl9QpXrNZUp8ZwJoZWw+5P/NvlnawQB3N1IDXDU+iorlKMEcZSUnYK7k3T3INm91+fGohBdMT5zbNqYewn+poNyF0U8YMAdAszdep4dTWJLd1H/xbsbE+AlU0N2l3V8qa7lPUpJag5xArjBrsaDrKGByqeondUSohBHFtXM8l6JjqJ6io6J4bQ7mjkE0Y1twF0S+408Wti5Azu3b8emAw5AmVhhi6b4zdEZw7BFvVsx2EEL2snfpberD118aT3KZ81dCkLF9kdWBvbcvU0te1ckFJkRVpzDPiu9UuW/6+spu7+STlFCp2T1rq1TCrqBKMnFYpgxM1JgVDMj2V7TSogIgRmeO2KHWVJurNuU1SYg7ogcbZ5jtglCkELVs5gVIocsIodtNDAjNSVG0zZCNOnFeO8wbRq9RGnTCxLCiUBdfRjIMds2YGFhETFEtCGCHKFpWkynUyGgwKjrCqNact99XaOqK/jKY+QqHHLoIUoWuTxOM+Lbts0GjBnkXYyY/Ouo/0xlg3lP99oUXi62K+3OxJns6rZgTJYnOUqo994wcMM11+LfP/LJ9c54t0Xv3WaTSRBChyjXt5A6KjLP3Wfm+ZW5TgxEJcgdSzqakTis3+eaEJrAIeu+yDE5npAnnCTdIcWYWxgnjeAAGM4TiCp0KQ+m+JfEtet+co0jaDSJtYBXwVekXWRhyFBCgyUKhRmIXpQZ74pzKwFTdmLrPd3F3+V3VseoRGkRGjETWlFKvJFYSes3KRESUkeyJEvJKuo0QZWlZOcHuq5nQMf+uq7OU6rk80jQvu86V3p8X8kYoqb0aTRE0be+I2lsMekushuPkWIWcZQCchFtKyZuhcpBXeSV0ozy3crwb70HXN5PPWdJQFGSa1kvHEDXqb7RxsWtlP0sfdXqJvDKdVvHEFPqpYjbOrs0WcYPr7kWMTG8B1KKosRqEeylyQTv+OAgu24vfP07X+/9TSAcfPAhKt9Ebo1HI2zZclBOrS5rJ5osWVnhMUebMWeOViSZkKM5Aq0aAYTcpdceQKnzkTLJBEDIcn2vjGjXJy3LWnIisymJA6jgQ3tXaWMs6+H1Ie+kcwX5A5XjDgCkDhGAnMoJADFFEBO8j0jOwWeHG+UoI4BzzZKU64JpKbOU4MgIF5EvUuMkZVkgOoNE7VGRRm21IFMKIOfhilp5WRJnHSohMSGxR44jYOR+C6a3531Zo8J6oq5bk0zHU3VTAhuZOlmT7P7aXQPASe6VHopWHpso13cinWfpNJW04UF3L61pDzNrkWwq7r04iryvbra/ecCA2wRp1S9dqnqGvIcx6ppub7M6i6J1eMl6FQMIWHZL/XOx6DQhJORSBjlNPWoX24RVUeNN37YZcNfHfiOPvvP5L2Fp5wIeftbjReGwxdQBplZk41uT1WXBoc45rlFLPR9WNrRtEdPFauUA1nuudcNUGOv2eTYOUZpmu0dWIWyxRmdLEHF22pcD4uIXxsoFcs8n7YWB25yZR4o0/FeVtwSAkhmfMlqZQlngIxpELWqZWLxmiX03oyQLdGLrIqKLMhGCXlyeg8LTwywdBBYXl+CrCiPUMrdWvwiMyleZeAJYjJIVxTSnU6lNNDMzg3E1BoHQxhbM0gVt2jRw3mnK2jKuuvIqMfwriRySVCGHublZ1OMR7n2fe4MAOF/B15V2yyKESSPKHAPIqpMgcZJjQb2GRSFgu1X2DJhHq/f4cbHRene0fMRZybEQEELQInXI3jTD1VdciY9f9P7dPSoDVmA6jYhBWkLbHU6sHk92SExaB6p7wco3l5NGWjghc1p9/qrKvJheC6kWHl6IwQ0CRnWFEKVNqtPnxXmnPEhEblIlp+6akK2p4VLWD+R91qgoI3UcafkiNbC4KMSsinXnfebi94hc/ydot7fKQ+oIAR1BpQp5GdFi41z5O4Ac3eQcQK0cK49NiZFco6dIBSOHXCfIDI6UgEY9ZHUEqjHgx901Bpb9LDLKaZEeQKwYbZmd08Gcl88dibVkgtysIBun02PZCxtcoXB1z0n3D3cKnCmDMSCnmRkZ5KB/W7oamWVdHDYvLHrcJGN1pOlyxf1kdCloed/iYLbWeSqOt0ZDByMbC1ib35SiRh/pcEnq3rVti8m0QdsGPV5XIJwBfOuK7+PPzn/LyjMNuIOCwbjo/e/ufXbE4UfgF898ctcJFQmVr7XjDytPzfnxoYLktmKvQLmKZkEGZqHarYi2kTldxJo4tUiLOyMyYuzrVzldDgDgRMfkIkpaHQRAJ6Pz/kYgKbJOQwSQF3GgYyzJLe88UgiIzGibiLqqUNcOi8uLXaHoQq9gdSiI7iaOMHHUqXefGFxGxqhuIun+qec8I0/Kp7MELGnZCE4BKXopqUadrtWXBqz6n8gUl6JwVOpkoUhIjuFcKjfvCDoU5GGOOKLO17AGOOt6BOe9BIyyynwj8oqfVVCSiFS3TsxwmsIj91CIaCKCdx7eV/IMWUMBHVczmay6/wMG3DGxxnOayuYhBZrJ2ttPpp0e0cOudU5ZEEZ7GsuAuzT2X8FsmM5tBWVNAZDvGKZQA1VB2tiOpMqEOcvXsp2y0F/rO1Pa1Yiz85MSKnv76O+Wy7HF1caif5s3Rs7Gq2q8duRUoZiThkGztJHvTUYeyfqQTlld3rgtusnSELigQ4pDVVWdL9JRZzRZ17OyLosDMJ02cM7l2keA2GQRnOvCBFW+YkqYTCaYn98AruusPE3bBpwS/FyVC21DCTCnNV/EvnXSES0l1LWQT5PJMv7rO98DA5jsXMLVP/xR7jZSVRWO/aljMBqN4OoajgiVkkhEhNFohLkNG5CCFJqERneElBBCgKcu9J4KpZAKjxthNVVpaiqZwbkb7K7LWq+AJIDPfuTj+NaXv7bb4w3YN7z6H/4Rz/rvZ+LnH/ZQCSTRtJ2UhMQ2BR5QjyUBzjFKTViKBMt9DyHCK0EJiEHjHWHaBDRTITl95aWWlr4zMVp6hsQlWbpotvW5e/aAjqzt0tb6IEhRa6nv5SHGutYqqqAEhSr0PQIC3e8WsRKTFMLWI8sAI3J3t/xedPIVMWk9H93PjQDMIAuaPO4kHc6iRtpUXskplsIkhK5D2LQBWItEeyeRP95LAckKEsU0XZZjuQh4nTzLbMt2Eq8IiSzm1rzmJflCQC6G3SNONBrJyKZKl1KKQiCBdJ64IHFidw6LAottMecFwbf6pur9sutYGW1kw0pd+mBEMe4itIPKqLHueOSdZsJJigulNtersU5oeaXiqLVNgAQHchEOkm4JFqNVo+Hx1os/hAs/dOna4x1wl8C1112L17/x73qfPe6xT8CJJ9wv/90RRKSvlkQuhVajibnUTVZjJXFAIOn+aSmSKSEwA0EIl2hELHfkFEP1S3OwZZ2NOuIrlVx3X76uJJHKzq6Zh8+jE30qTBtsmNsAgtQQTNOEmdkRNs/NAyA0MSD26tRR5tVXEsYEi17tdDcq9DFzGuYOTKrdjsezqKoRqKpBzoOcB5ND27bSdDFFXQpEVnjnRQ4YiURdajQIUieppw1zFxfBADtW/XplHUARkVAHZFJSJyWphelNP9O10FVuTR0pPwu25ihxx05+YgKcnqOrTUgin1aAQLBCCn9z3qsG8mjAXRDrPNP7/KwP78YAwf4lj5T1Xx0GbK4LTQtiKY7ae0xZldpMXmAVi2ORMN0+6sW5NQZfkk5rXFcmgJi1N5EtnKrzJ6njYOGxJTl2c8dXeWlDL456hqjxTlLLdCwrPcVdmk5H1hmJBgAzM2M0TaNGr9MuZ0m6emgahnj45OoWdi3AVz63fISeN2kLW7tXFtETtVOS5aPHNkihXiJpxctqpDuJwHDkkELCroVdknvLCU3T4KYbb8INP7kRk8kECwuLEt1RA/PjeXit9TIzN4tjjzs2dyVhIwxJim2CgZ27dgEkXkIqjHEJxa+7+6PEpXVRS1oojn1fu7MoIVGlaNXzkud+jZtOAD5+8SW44jv/teb9juHO3tnsjomUtHOEKd3M8I5AlLLxb7UtIiSU31HUWkhaQF6N7KryiFp8HY4wGtWSyqOhv+YZjSHAkYhfVr6EGF2uI8v7ZnIiv6EEAJ1H1erFynOmBZZhEUeWz+6VVFACCSTbRdI0KIuwseeyVMg1QifL7O4c+TNL1UoMtASMPDA7K9E+Xs8PK5asxyYG3FjIIEyUdFrDY6bGjJAq5ulW8sc5IW1cEjKmXS7Sv6IQM34EiVJy/eORtnInV6Sa2Y9HL8qIlYGKxdwYAZVrSimIlKdjIaAsdSwXqO5ugdw/lvuS9CFA8Z3VNmLIHFKl863jNM+/3Sfr1FZpIXHovYtGfml6H7li3Kwd7IKMl7ySplJTIQagHtci/5KN0NLxIiIBv/uqv8QVV/0Yq9ZsRRjk1t0SH7/0I/jkpz/WfcDAc57x65gdjbruZBDSHBBCwmWysttnFVbw3EyUI5C61H3Tc6TmolP9LTigCU0ReNcVX8/DJPR1AVAmX0tdDwRUtRPyA6TpUgxLj3IkTTpG9Sh/XlU1qqpCjBFtG1BVHpQiCAFMCcwETyMtEC8vnI3NkUTlJI6qWaYuOik7BSWtOrmESCxd77ROEjTFLyUHlxzYSUH67rqScjASaZ673LLGluY50vGwRuznT1nr6hvJbQTS2veQ0BH4Vv4A5bUacUToHA7cSSAURJCRgUQd2dQVAVfBZRFjSloRuhIYttwNGDBgwIA9Y7+SR4A5T4sOYvavGij2PQD1dBi495/V3ek6rqyU/Nz3YHG3xO3VGsE2Dl28QHDg3PVLiIHywvSfIle/9EGt1wytG15BQOh4CYSIBAfJYbWi1EQS6RM13UWK+nY+KQCa/16ckMoxi8HHVhBbXFYyamY0TYuqquBGTgsyJjjy4skyokkX8qWlRdSjMTbMbyjGr/enaSSSCdBQYa/Fhl32aIu3qULTNNh20zZ477Bp8yZU3mM0GmF5MsHOnbtw0403YWFhUfdBjl6bm5vD/X76xE75izJvzjtUdZ2VkhCjGvFiwDklxnxV5WfIIrzIOVSV17xffQ6Ys6IBBmrdzwiHTDDpHiU52KeXgM9+6OO49uofrfkc7Nq+A20zFH7dn2Crr5IYHLXBt0UX+Uqe3UpqIYSQENtWOALv5T0xQhwdOQtA2qxGKbIspTXUSx2BiASr2VZGmDn1pLP3Ofo4dyc0gUalGFktVMqoSiELIHWKAFHCtbAhx6ikVhQZ4/U7s4xMYOWW2NqpBxEUArC8LORMVQmxYSRL0tz4XIS2yJs34sd75HSwVSjeGCNqkl5D0JQu7+W8XvP7jegzAiVGwLUAV90c7FYAoyCQlLSxiXauO5+Nx2oWOQeQpfVRdwxCR5bZJZWX5/QX77A61Eg3yKQPevxUb14K0y3nNLZBosXIZX4IZN3KIsglLdZOmS9LIQBQj78VgI9SK66qK7z0r/8vrrvxpmKyut+uvvY6TAeZNWAFrLNPiXe/70KtIwgcc8+j8YifOVWiNJNGvukaS1rTJ87MwhHBeyp0PUF+Cu1VVSWLHWmWqz383G1WFJ21dzKv2fpBZXVvcoSSZjYVst0iur2dI1kSqkX9SNoya8OQGCOgjRfqusJkMkUb2qzHJUr6+jJibJBSkIxcEDw5VN4J6RRaSEqb1hmLXbfCrAGSlCsX36HIvNwoxaKkOOWaUS6/81ToMDq1ztYSJx1rdS0I7UqZZXWlzAkI9G4WOlGUj01yfOdJHBnIaqqSWMUNMt2rd0B1z9JIJGiKSG2LEKPoiCuvx9Zl1aVFPHO3zRpRSQMGDBgwYDX2O3nU2d/mhafOC+FkoevsJO7tmJ0Ztps5r9D/vbd92S1mzQF1ioVF5fYGWx5fDQxeSRwp7BjEHUVVXKI6P/oDXXWYNY5rQzIlwSnBwSmqx8l3ZEzWiDqjhfKfnLdLplhQuY/8M5lMMBrVmorWdY+yPAXJJ2eAHNo2IMaEnTt2YePGebhKPHHeV4ghYNpMJfefE8bjMQ7ccgCWl5fhvUPlK4xnxuCG0TSL2HrTNhABk+UJ2jZg585dmE6nAIB6VGPLQVvgHcFXFbyXgsQzMzPYuHEeVnzVsSp81iGLhThicCZ6yApTAtkDyikhshRqZSdKoSvuIRcRICCrB2APSJHIph/95398ETu2bev2L+7nVZd9Hws718kpHrDfEWJC20a196UOQggJzBo/qK3nuahIn2+//JmflUQOjkxRB1LI4Ro9QjGlrq2qfYfsOWVQUoXdvgOUmJYTJpYC9p3gM427qBFhnbPIA24Ebqegooi3EFck/YAi4LzXFDU1sLToq7RzLovPJhA3QFCSwykJQlY7KAEcNOqHs4KeizUneyOUOLGIp0JmCQrCjJNGyLRyTO+LG5D6+zMreZTQK669cpEwoU42bywROKEB6pk+YeMA63YkBa7RncvGJ4KhuxdGECnxBvXs94gsR7JoeAdEjaJKXNSm4o5EqpTEwrg7bzlfRgZZYb1cVJwlJVeLXWbyX685hYTX/eOFGmxlzwUyqVpVFb7y7e9icXkZAwbcEty09cb8e9M0mEwnXYQ0gAfe72QcuHkzAH2sNeKEinpHDCFvrJOQNbVgJV9IiZSU7GXrUjy75gj6gUUr6etIxbtpZJFTkiIHXxY6VtTuRSl1B7G0YtvGOavPBDjn4SufiTXRzThHLHdOKuQ5kPNqRA1bw5KkBepFZwGzEmxAooTICQkSbVpVNXxdg/KF2lx0f2c9yGSZri1CnrkuArZQfC0SXUgykvpKJlJzdL2SWUYG5fJClEVkItc148x6djcH+X4Xz5Gl9mWZrno5XAVfUXFfu6pSSZ2HXtOIk5JI4oQ2om3AgAEDBuwJ+5880oV9lce5IDG4+Fm1rS7epCH5FtXaNww4/9MV3VvjnKX+XRA8u7+A4jRroBtLf7OuRShlQmetfVYP0/UWVE6MSAkUI2AtuXUn6fykocTMXW0p8zYBIKo67045Ap3/qKkhk8kUKTFmZ2dAJJ8bCWRdOIgi5jduxM4dO7C8vCxFqOsK8A4pJbShRdsGbNiwQUxFR6jrGjt37ARYIjdCDGjaBgu7FrB923aAhLyKMcoYYsTchjkccY8jJMqDHHzl4JwUInaWMpREGSJN21N9InvpSmWw7LohHijKtqeRUDlyw255776L0njV965AM2303nLen0D49le+hu3a+WzAHRtJDWvSzjfMhJSiepxVSY9FS2rtvmfFqLNHnAhOa/WIQUCSakhlnTfTzTvh05N7Gk3pndOuNurtpgQPr4FBLIo6tLxNJkYKcaBKMxlp4bykkWnaqITuK4lMTqI8LVLFBI4rjugSkJwabRGSa+fkX7boH5ZzgTV9Sv9W8iJ3+7JUMfLIEUM9iV+QHmbpFcZYJkeSkio5sqmIbrIIJE79n9wRrjgdKYkTqYtwGheTuUpWErDCEOvOCbP2dFtNHeNifHaze4tOXsi6a4PuEpN65rWWk40nATlPJy+EitjN68LCEj77uS8iaT0pcqSpllL7KLUR77v0PwbjacB+xY6dO/CNnTt6n41HIxx0wIGwyO04HuM+9z2pk4NZVso7xYlB3mkBanl+u5Q3Fba6PSv5QuqB7MiHLIgzcWrixvQFI2byG2LyM0jafbK1v9AxTAYkq2cEIEWtp+g9Ku9lXejolFWqbs/ZaLWdGLlAdm4qQoBjcQwkJGnlDdG5vNdGIM5+JMKQ7fos8ojs4MjfOUtPhq1ppktB6xTJSKlQRVcovsVcIGe8lvKKlFjKItHqXBawVH8jozodVmRx1tmcF/0v6UWkIPc0JYQYgJhQuZEcM0n6GliK+l/+3W8PMnDAgAED9gL7lTxqJlPs3LoNmw48oFDcbc3qSJUyWjU7hm1p9QQr6imdKQrlOe9kkEWFNEJkdbrcrYQ1ibDVX3c543uP7L1BoRhxQoRGx6j3uOuL03lT1PSEhenG3LZVPGPJDM5iMW9Di/F4jO3btmN5aRnj0QjVqMZ0MsX8xnksLy1JhI93iCHh8CMOw+LiIoiQQ9TrqsLS4iImy1OEGIU8Ysby8gRbt27Djh07MZ1OkVKCcx7MCU07BYPhSTqi1VWN0aYRvJM0tiPucQRCq6k3piQCEjGUAuxhshpQJUMmChIyIVTaWSFG+Koz7h084ICqrrH1mutzmmJu+8udh+pzn/gMtt+0dZ/v6YA7IvTeJiBXWdZ7LQRSlAgedISOc17fP3n2iCS0XwgieUakALfUochd+Zwp6Nw9pgyt6SV1k5xzaH2CT16OC6sN4hCipoUayeJIgmzIOixyX8H2EUAEaTF8jlrPJkZEZtSVl9SBHGrTeeo7DR8afajSLLRmDaFXzyeTKNr1g7UWD4cu3cs5IHkdp5I9dtwyi8sYXUCKaVda+FtCAwuDhIsWskV0E0c9WCXjJCdz7y3KSM9vJJmRSFb/qUcCFZ9ljqsgkIilaLeNmYBcW4gSpEosd0YNUVezmlkIqxiQi2xrkXZEBke9nyW/hu78OxcWcdOOnd39CKG7NmL8+Nrr8Wev/+c9vQADBtzu+PI3vrriE8LBhxyGkReCgyBr86aNmwAgR5V0OlfnQMvfcxLaNpO1JtO4T+JmYqIjO+R1ZiniDORUsJgSYgiqW6VC9oqm2a0JhBiDRrsQmrbFZHmKmdkxZmbGMH5ZUqwAyntbpJNG7eTRyO8xJsQQtWtn0pQwArMDay0kgLLewgw4V8H5SgtSezB0DXMOWpQBJmCIoHWbXJfNpWuhdZglLaiNmLopzaOUX8iUeCPIu9uajynn6xg7G1PXAEcJPVhR8xXHynXlOpIpn8O6rUGcHjFFVKiEFMvF1IHlxUV87P3vwYABAwYM2DP2K3n04yu+j13btuGsX3+OeHPKLwudPCd3GJmU9YNu0edyR/Nc5Hw3K7wtW3QeknwC9Bafnka+FyhdU0BenLsR6SK34ujlmra3cFmJsaKC3NlZJJ2cYm7n6vI5YkwginC+yhEP7bRFCBHjsXR6soiiFFMXGYFuLplZw8VdVmC2bt2O8ajGAQcegAjCZHmCTZs2IrRBvDutdDprgxioREDbNJhMEm74yY344VU/RAgBcxs2SGvZlABiHHzIQXjYzz4UpvAQhKDyWhR8+7Zt2Di/Ue1MSZ1hTf3J43fUORLZPIFAo/U4zPZyjjSKipUEE2s1JVEuoj4v73j9m7XT1oC7NoxsTUiZQJGi80kNBdeG3HHQ5I15haVDulNepJKoIS3WmbRmTUwRtas1TY0RIe+H1ZswDyhr22UA4Mi5aLwQTalHflvkHNgiglrhDLyXNIWchqawCD3nxEsNwPkE7z36bQVMSBohZBo7A45B1gabpV4SOACspA4AUAugkoLV0i9aiBz1ameBzizHXtfbq8QSAxiP9OU1wsxJYWhPwDTKtYUkKWcgwDMwGnXkjPBuur+OnbT4t0ULeQc4KQ6NyQSYmUHXcY2Rq3ZIroVZkh2xBCATb0zILnwokZXr0On3JlvaALSNpNppPSpY6p3K58RRiWypw4Wg27qESz7+KfzNP12wzhwOGHBnBuPCC97S++SII47E/zj7l5BS0JTOhKqqNfWKex3YCEUmKYycWSFvqNMtVzVdUclrdQ1z5DwxEmJ25qVkzsnuvNKJTY6ZtOabcw6jkXSKbdsWbdvCjySyKQdocgJB0u5dGQHNtk51RJmJaYkyjSAwKGjKlso71nIH5Y/wKk7PlzUj5bwl1dl5L0GrtpaBldiXhiOOXJfqD43sguqPJPqbkEsuLyEyd66INLJ11GUCSqK6LPWWrBdF5+RUciuBtGZf73b1nTLiyZF5r2pMYpR11AExtuAkRdXTumvQgAEDBgxYif2etrY7lBHEgHhwVkbj94to24crPA697Tn/S8XCU2xgJ9ubEebtcpFkO0Zx7kwWqVHB+eJ6R9orMJvzhHLBwqQeoDYGpORQea8REhFEhKRdP2zyUmS0TYPlpWWMZsYYj0ewyITeIo5OkWBmtG2L5aVl1AeMMDc/j127domy4xzapu2imLT72g033IimaRBjwvJkgsnyMiaTKeq6QkoJMzMzuMeR98B4PMrd2WKImJufxYb5OVR1BWbGdDJFjKFQmgBfeUybqTjvrXtI56PLYc4xxFwU24w6K+YduUvnq6sKk2mD1//564ZQ5bs7mFSJZOEKnHg/GQkpMAILodiEgPHMDLyTdyYiInFC5YWI9JWHY1N4nXIkUd9hKbrtSNIYIrRgaQIyecUs2UkqHFJKoNqD6krInehFvU8JbUpAm5Acw3mAK9fnYBJ3RAmgcs5b2xyQI/jkwGzvGWm0ihWXBnL9IqsHZK5krQElreA1PSwGlYGawpYIaKOky1k0kvMyJga0LY+cqIzgWfsGSaTTZCokTF1plzUSEsWPAASg2iDniBMgNcDyguxeBwAz3TgqhhT4VsOD1jl3tDZ4Os4cmKXpcrnukX7WW7/0Oq1DXK4HxStIJJZ5Cm33uf0A6hRgvPW9H8Gb3/Ph3czRgAF3D1x77Y/xN3/7v3qf/cIZj8dPn3S//HfXVbYrcm3kjzUGyciOJiqckEbWAM5rl1hFDG2Osja5nYkdcoC3GjpJ6yxCI4QYvnKY3TCr0UsRKSVU5LUukgyGIqm4KTyqANp2ihgatG2LFKRzmpDyJleARKw1HgneVaDk4AKDPIu2n2UL5+iexOKYMEcGSdiRzIVGsacoa500Z6lU5e2ahYgITHnu9RfR4Z2WUNBgH6epcuKuASil3trFrDX/cgO2kj1aDWaAY9KOe+pg0XNbuQbvHXw1RkwJbQhAALxGhRJHVC6teewBAwYMGLAatxt5ZIvOyhDU3Ra3RkES2T/WQrXwzlgoanmuPR1XT47CdrOPuuMUHqreWNYapQwOZlGs3IxXnKu0O1ZwaCidKxbGzCC0bRDvi0bQkBl53FeOmBNCiGjbBtWoRkrS/aOuawnZnSxjrq50kZWaSHVdy/1xLhd3bIO0pw8hYGFxEc20AQjYtWsB08kEiwtLSCmqp43hvcemTRslsoEIW7YciKPudU9UdZ0VtRiCRA9xwnQyVSWKASbpvkKQtEMm1FUNVf0KwpB1jtQjVzlUJG1yiYCYEt7wl/+/1ffJPHYDcXS3x8Wf+jSuueEGPO1xj5MPmJSw9Vp/AZL2CalxYelTTt/hlBgO0s0qgeC1powjAiWHEEKPZO2/m4wwbTEzO0JVSQRS2zQgYsxvmAVx1ZEe+rOSJGLXGQSsHRGdk31IaxwB0CLSHiAPc+dSrJBigOVECSFsB68g6Va6TFBRs8cREFsJvGlZyBQf5diWmuUi4Gt04aNKaOfoHCO4SdvLa3oZYlH0uQJqtTrmZoRAChqZMx5JdFEMQHJKYNkxjayJun0jvBaREEfenAa7WRcyeWSEmhFpKEgedDX1AA1OIlucZNyJgUoNvaR1kaBzpp3hXvzn/wff/t73V49BhzlpmvXHOWDA3Ryf+NTH8enPfgoAUNUVnves3+iafCjZb69lKsnqHodUkEBZh+wKLucW8NqljDUNV3QNl2swavxO1klADO9d1kPH4xocGSEGcTh4r2IoSVWGXIJBtR3lpVNK+ZiSmiYyhTmByKENQTrEOgfnK7CmUVM9gqtHcAxQIiGZYgQ5q1tXXKN17l1BpNlcyfqSkNc/X+U5izGKT0DT2pyTrrfOeZCWm/Bae6mbU8BSw63GH+t5hdPfDXFUDC1HJRVdb4gA8g5eaxnGGBFCgxQTZsYjiT5PCVdefhk+8r6L9+IpGzBgwIABwO1JHmnqGZX5Xfadhv9y9kr3vuwWNNZCtzmcVZeNFYtKXnAt5FfTFCwgmAjg3JkDXdRKmZpm3ih0SgRpW1LLUesRTXncq5WUvQ47ykcoCDI9FzMjKZnDiTGiGt5X2btWj2qEtkUMAY6kzavl7gNA20ohweWlZezYsQME8a5VGmJtoc0xRCwvLYuR2wZc8+NrsLw8QVVJNFFdVWjaFikKaXToYYfiHkceAUCUOEsJc87Be5eJq2baoPI+e9+cJ4xnxiAIgdVL1SCCU+9ciClHRhCcpqU1eP/b392bMytMzsyYLA1dggasj6ZtMWnaTGg6I4l98U6r3IkxarFhee85EZIWk3a+e8nlWPJ8Ok7S4a8NAHkQCDVVaBEwXW60c72HH9Vw+j63YYrJZIJxPaMRmUI2dFKoD4YSXClqOkKU4t1OvLgAukgZ7Wop9Yg4X5vI0VyIB52g0g5tppgTA56QWgY4oGkZzjVSmNXVgGuk5lGlxA70UF6K6aOqC0JMvySSc6+S92roSfVXHV/stvNOyKBQ1F7SmlKS9hUAqjUVLEC6w9mNdTkTDTnCKN9BOUdMQjp5381HXhtsbGYklo0ZlFzSaKIXvPjPcuRk/9oAJMblV/4Qi8uTVfd1wIABe4algAEATQn/ctG/ZPIHAO5xjyPx0Ic8FF2cjKAnbVgjhFZK2fx+F4sBGIkjOAp5P6pHQpKsiKQ0B1eO8GFGCC08eYxGFYg4i40EIJEW12Yjs8T5J53CEjhKZLVF2aQYgRSRNEoogUFU5zFa1CQDGvlJSi7VEkFEFnUrjjepf4QckW4FssuyBtAx5RS9nHrWTRE512tWmWFqdl5PNYrcaSqcs4Yn1G1bHN84eRtDPidRV7sucd7OUrItbbCuagSEnh0RY8R0MsjeAQMGDNhb3C7kURnumpDgkoa0Al0JDOJcS1WXJfTdRBaDIoZZ1udd1+0IbCljWkDRdAAgd88q24mKB4TzYmS1i7pTmkdjxbJo61yfPeoCj4ptuhHsw3wZ+VUuvNolbGlxCZs2bdI0G85GoO0DDdu2jhrSHpw0zFeJnKbN3q+ZmTFuunErFhYWEULIaWghBCn86D02bpyH9x4M6Y5i8zIej3HglgMwPz+v82T/Ky9GzlnVVSac7Nw57Nkmi0U92b51G7771W9JSl6K+ZimvIQYcO3VP96nOR0woASZLNB/cxc/VcKZtOh8YriUwFzKAKclbCJaJDhf6fsf5T0zD7YZEJY+yyQEsAdCSuIZdg7kHTgAbQiofcrkERnZ0AvjL7zUmiaBJI0ESPcxRZ8TQMTijc9GDYT0sALeifW6VSDD9yNrwABqgDaC6ojUtlp3jMExoaoIroaQRwHC1Duv5EvJ6qe+QEsR66aPmbVg8p2tK5yO3Ypi6Loh1xY7Aon02EyQyKgoEU0lsV8uL2a49MarxBUV2zgCIrC4uIS3vO3C7r6Y7WgEGYAv/+c3c6rLgAEDbjswM350TV8fWFxeknSl4p0+4T4nYPPmzcV+QOTYRZfnVH4AOVamf54YI1IijOpCbGg0OFkRZ7a6Q3r2lLSeUQ2mkCN3jNiyukwxxUwSsdYVikoYpRSRYkBKQdLXAI0KcvDO9FSCJ4mE6sQb9cQUOamXBxX5cF1XudS2YIogSGRVJrI0UqiUl6RRRnoK5ILfXJxM/y3TAqHrodM1NzeVyKTR2vfYHJxO1yYjuxJ1urxFoSZNaSMA4/EIzhFSCIiRV/qIBwwYMGDAXmC/k0eiU4shlrLjNwHs8qJpjE+p01P2wsiHchw1wiRGKS9YHcGC7NXgKItv127byKautarUtpVF3jw/XThslwqWivUtn5CKhDbSEa3sBFesUoXZt1eQBZ0zmeYrDzTAZHmCAw7YrFE9SZ3dDEaUbmwFmUZECG0rHTQSZ3KomTZi2Og1bt++HTt27JQoC118QxAl58h73gPzGzdqcUpgNBrl3Pmq8hLhpJpCbCOqkXZ4grYg9x4hRMzMzWB5aRlVJQW9d+3ciWuu/lFvmsxWvvG6n+Ar//GFfZitAQP2FZ0cAEnKJGl0CSPlTmMMIZhT0loOLBFGIEbkAERgpJGNEmVnUsdKUpsc4yzHEgNNG7ICHoXlUcIqFcRzJ+ecReooco0z1q5tQCY8KEfbxIKwQWFH5fAbWJ1SMguitDRABYGyEVQvgEMEtH6TpHBEuEqXlaSFrHPXMRO64jYQT4Edn7ruY0BHzuQGQIUMda4gmniFwNAfSw8LLUCV/BQddvJ2OfLVPivOpbN9443b8J3LruxINFuIkvzs2rmAt1/wnt09XAMGDLgdsX37dnx1+3/2PvO+wkFbDup9duwxx6jO1OlzWUxajTQWeSe1JRM4QXUlKSJdRuToL3KM7DDt6jZGLqIos0izOkNBSRpLp0uIoVXio83kUeKY9yM3ArTuj9Uv6kQqwQKjLHopky/oovAld06cH5aqSywyly3lDS53XnPOgViimjwg0aBKuFkUVebpGcX1dM5Y0pS/Xkqhjdn2LRTmrgtuZylYjVQ25R8Ap6g/CY4I9agGQJiELlp+r0paDBgwYMCAjP1PHsWEhe07MbdxPntibGHNyrxsuWLPbEEhWXFBBpg9kFoQAV5CbgBbvom6xj4owmyN7CkLBBIAWl0byRa70ugjSnmfHh1EKM4NtWs610Z55L1droTfknz6lCJilHSz+fl57Nq5q/P6sykLCU3boqo8WLuvcUo54qhtRSGZLE8QQsDOnbuwc8dOXHftdXBOim9v37YDTdvV2JiZmcF4PMJoNMLBhxyMuQ1z+TvvnKbIhc6zTprf7yTfPEQ5f2wDmukUbdNIB7alZVS1kEc/uOwKXHrJR/dyVgYMuLWhXl/SWg1GdjAAaK2iSmmPJMXXSVM7DUkV5hiDtjFmxERgR1oHgzMJDgBUVXB1JWlqbZBUM5VDAODrSoqUqhzJwTYqD0RWeoDVs+o9nIsSJZi6Dju+HsFVAPkEJJ89stC0Ok5Su8iRdSwsCKYsjrn7m7TwNjuQq0COi4AfrTFEUaKNvJFCRb2gqLU2EnULAKknwWSxpQY6q7KqkUvey7GMwIkR2jqn8yzY/UwBiA5wIzFoVt7u/AtheWmCHbt2yN9B090g5//c//tPvO6v3rBPT9OAAQPu2PjyV7606rNfPufpcJXLXc6895iZnc2RLA6c9TAj6UUMxVwU2tKsLIYoR7HDiCCpjZdS6uKZVBmW/TRqlS09TYij0LZopotASoip1eijCOu0CyI44kz+d84QrNBFpZsZxwgqyBNzUJhz1ZFDIiORzPURkVILjlJyoKqqHtnmNDWOrcVdL+WMhGwzrgucdebsOEi6PjrkdSjr2vq3lHGweUq6DquDV7vvMkc475FaicxillqAlXYZNSdr20ywPJQ1GDBgwIB9wn4njxZ27MAlb3oLzv69/wmODuxICvtxApF1ZXCIKdo61qVdqWHTpWQpCsInezZIvSnUGUFE0sEiL6wrKBwjO3JoLWu6So431sXdDCl0BBJneqowDi2KoTzHGnOykiZbuV2CtG4VoxHqgQpghnRw8tq6VI3FydIyyDvMzc1C2oBrqpj3mE6muP6663H11T9CDBEhSk2jH/3ox5ibm8Ps7AyOP/44bDl4C0bjcTeGKIoO2XVBPFCTpkWMCUkXaO89vAOiziEnlq4WifCdb357IIgG3CERucWUd2FUjVHXc6hH0lEmRUaShxneicKcUSjGAHJqwbQNaK3GMnlQMuLCgZk0stFhPDPGuJ7B8mSCmCQtNOi/iRmjmQo048CNB5jgK0JNXuSkr6WEUbKubQkVURdtCUktoJQ0zU7lnSvCewrB0zQtZudq0Hgk38e0IhKomCwjd7iGcxH1aCz11dqAECI8Gjg4IXqcnigkKVKdohA5QQ2eXg9naAqaRhyRkkfQlDFmoKKu0HRKwLTR4+l6kYtiF+PN8tuMJ4t+Yj0P8IlPfAavec3/3senZsCAAXclXHDhO3p/H3744Tj7v/+PHPWdtE6bIwfyHjElIZucz7qlI5VZrMWuieBcyh09mRNiBAKRFq0uhJWeI0aNmNE6bokj2naK6UQcbjGl/D2nBEZCNd6A0WiEmdk5VKMxXFWDqhrsKiXjNSIoSfwTQ/Q650izlPuOVzinDQxQ6LzybwjiXIytOlC0SQkgl0O+uCaLOI9RTs2rUwDtHARbEiy6Fh1xRF2MkQWwJtPTlZhLiRFTUlKNZU0EIYQWMbTgFBFDQNQumF/8j3/DV784RLUPGDBgwL6AeGg3NWDAgAEDBgwYMGDAgAEDBgwYMGAdrNkQYcCAAQMGDBgwYMCAAQMGDBgwYMAAYCCPBgwYMGDAgAEDBgwYMGDAgAEDBuwGA3k0YMCAAQMGDBgwYMCAAQMGDBgwYF0M5NGAAQMGDBgwYMCAAQMGDBgwYMCAdTGQRwMGDBgwYMCAAQMGDBgwYMCAAQPWxUAeDRgwYMCAAQMGDBgwYMCAAQMGDFgXA3k0YMCAAQMGDBgwYMCAAQMGDBgwYF0M5NGAAQMGDBgwYMCAAQMGDBgwYMCAdTGQRwMGDBgwYMCAAQMGDBgwYMCAAQPWxUAeDRgwYMCAAQMGDBgwYMCAAQMGDFgXA3k0YMCAAQMGDBgwYMCAAQMGDBgwYF0M5NGAAQMGDBgwYMCAAQMGDBgwYMCAdTGQRwMGDBgwYMCAAQMGDBgwYMCAAQPWxUAeDRgwYMCAAQMGDBgwYMCAAQMGDFgXA3lU4JWvfCWICDfeeOPtcn4iwitf+crb5dwAcMUVV2A8HuNzn/scPvWpT4GI9urn9sbK8WzatAkPf/jDccEFF6y7z9e//nWce+65OO644zA7O4vZ2Vkcf/zxeN7znocvfelLvW3tubAf5xyOOOIIPOEJT8C///u/97b93ve+h9FohK985Su3ybUOuPthkEuDXBrk0oA7IgbZNMimQTYNuKvgmGOOwbOf/ez89w9+8AMQEf7pn/7pdhvTzcU73vEO/O///b/3aZ+2bXHCCSfgvPPOA7BaTqz386lPferWv4B9wOmnn94bz8zMDE466ST82Z/9GZqmWXOf66+/Hn/0R3+EU045BZs2bcJoNMI973lPnH322Xjf+96HGGPedi3ZfuCBB+JhD3sY3vKWt/SO27YtjjvuuH2e+zsbqtt7AAM6fO5zn8M973nP2+38L37xi3HGGWfg1FNPxc6dO/G5z32u9/2Tn/xkHHfccXjd6153O41wfTzlKU/Bi170IjAzrrzySrz61a/G05/+dDAznv70p/e2fcMb3oDf/u3fxn3ve1/83u/9Hu53v/uBiPCd73wHF1xwAR760Ifi8ssvx3HHHdfb78Mf/jA2b96MlBJ++MMf4rWvfS1OP/10/L//9//woAc9CABwn/vcB7/yK7+CF7zgBfj0pz+9365/wIDbCoNcuvkY5NKAAbcdBtl08zHIpgEDdo8jjjgCn/vc51Y913cGvOMd78A3v/lN/P7v//5e7/N3f/d32LZtG37nd34HAFbJsz/90z/FpZdeik9+8pO9z0866aRbPN5bip/6qZ/C29/+dgDADTfcgDe+8Y14+ctfjh/+8If4+7//+962n//85/GkJz0JzIzf/M3fxM/+7M9ifn4eP/zhD/H+978fZ599Nt7whjfg3HPP7e336le/Go9+9KMBADfeeCPe+ta34tnPfjZ27tyZ56yua7ziFa/AC17wAvzqr/4qDjrooP1w9bcDeEDGH//xHzMAvuGGG27voex3fPvb32YA/OEPf3jdbY4++mh+4hOfuNvjpJR4aWnp1h7ebgGAn//85/c++8EPfsAA+FGPelTv83/7t39j5xyfddZZPJ1O1zzehRdeyD/+8Y/z3+s9F1dccQUD4Je+9KW9z7/0pS8xAP73f//3W3JZAwYw8yCXBrkkGOTSgDsaBtk0yCbmQTYNuGvg6KOP5mc961m39zBuFTzxiU/ko48+eq+3b9uWjzzySP7//r//b91tnvWsZ/GGDRv2eKzFxcW9Pu+tgdNOO43vd7/79T5r25aPP/54Ho1GvLy8nD/ftm0bH3bYYXzsscfyNddcs+bxvva1r/EnP/nJ/Pell17KAPhd73pXb7sYIx9zzDF86qmn9j6fTqe8ZcsW/vM///Nbeml3WAxpa2vg6quvxtlnn41NmzZh8+bNeMYznoEbbrhh1XbvfOc7ceqpp2LDhg2Yn5/H4x73OPznf/5nb5tnP/vZmJ+fx+WXX44nPOEJmJ+fx1FHHYUXvehFmE6nvW3XCsH+t3/7N5x66qmYmZnBkUceiZe//OV44xvfCCLCD37wg7zdMcccgzPPPBMf/vCH8aAHPQizs7M44YQT8OY3v3mvrvn1r389Dj/8cJxxxhl7N0nFmH/7t38b559/Pk488USMx2O85S1vyWF+K8MZ1wsD/dKXvoQnPelJ2LJlC2ZmZvDABz4QF1544T6NpcTRRx+NQw45BNdff33v81e/+tXw3uMNb3gDRqPRmvs+9alPxT3ucY89nmPz5s0AhGku8eAHPxgnnngizj///Js5+gEDVmOQS3uPQS4NcmnA/sMgm/Yeg2waZNOAvYelQH7961/HU5/6VGzevBlbtmzBC1/4QoQQ8F//9V/4hV/4BWzcuBHHHHMMXvva1/b2n0wmeNGLXoRTTjkl73vqqafive997x7Pvd679973vhcnn3wyxuMxfuqnfgr/5//8nzzOEvauv+1tb8OJJ56Iubk5POABD8AHPvCB3naXX345nvOc5+D444/H3NwcjjzySJx11ln4xje+0dvOZMQFF1yAl73sZbjHPe6BTZs24bGPfSz+67/+K293+umn45JLLsFVV1211+my73vf+/DjH/8Yv/qrv7rHeSlx+umn46d/+qfxmc98Bg9/+MMxNzeH5z73ufn610orXpkeCADXXXcdnve85+Ge97wnRqMRjj32WPzJn/wJQgj7NB5DVVU45ZRT0DQNtm/fnj//h3/4B1x//fV47WtfiyOOOGLNfU8++eQcYbQ7OOcwPz+/Sp6NRiP80i/9Ev7+7/8ezHyzxn9Hx0AerYEnP/nJuPe9741//dd/xStf+UpcfPHFeNzjHoe2bfM2r371q/HLv/zLOOmkk3DhhRfibW97G3bt2oVHPvKR+Pa3v907Xtu2eNKTnoSf//mfx3vf+14897nPxV//9V/jL/7iL3Y7jq9//es444wzsLS0hLe85S04//zz8ZWvfAV//ud/vub2X/va1/CiF70IL3jBC7JwO/fcc/GZz3xmj9d8ySWX4FGPehSc2/dH4uKLL8brX/96vOIVr8BHPvIRPPKRj9yn/S+99FI84hGPwPbt23H++efjve99L0455RT80i/90s3ONd6xYwe2bt2K+9znPvmzGCMuvfRSPOQhD1lXaOwOMUaEENA0DS6//HI8//nPx3g8xlOe8pRV255++un40Ic+dJcVHAP2Pwa5tG8Y5NIglwbsHwyyad8wyKZBNg3YN5xzzjl4wAMegHe/+9349V//dfz1X/81XvCCF+AXf/EX8cQnPhHvec978JjHPAZ/+Id/iIsuuijvN51OsXXrVrz4xS/GxRdfjAsuuAA/93M/h7PPPhtvfetb93kcH/7wh3H22WfjoIMOwjvf+U689rWvxQUXXLCq9o3hkksuwd/8zd/gVa96Fd797ndjy5YtePKTn4zvf//7eZtrrrkGBx10EM477zx8+MMfxt/+7d+iqio87GEP65FChj/6oz/CVVddhTe+8Y34+7//e1x22WU466yzcp2ev/u7v8MjHvEIHH744fjc5z6Xf3aHSy65BIceeujNSkG79tpr8YxnPANPf/rT8cEPfhC/9Vu/tU/7X3fddfiZn/kZfOQjH8ErXvEKfOhDH8K5556L17zmNfj1X//1fR6P4corr8QBBxyAQw45JH/2sY99DN57POEJT9jn46WUEEJACAHXX389zjvvPHzzm9/EM57xjFXbnn766bjqqqvwzW9+82aP/w6N2zfw6Y4FC7V9wQte0Pv87W9/OwPgf/7nf2Zm5h/+8IdcVRX/zu/8Tm+7Xbt28eGHH87nnHNO/uxZz3oWA+ALL7ywt+0TnvAEvu9979v7DAD/8R//cf77qU99Km/YsKEX+htj5JNOOokB8JVXXpk/P/roo3lmZoavuuqq/Nny8jJv2bKFn/e85+32uq+//noGwOedd95ut1srBBsAb968mbdu3dr73ML8Lr300t7nV155JQPgf/zHf8yfnXDCCfzABz6Q27btbXvmmWfyEUccwTHG3Y4LAP/Wb/0Wt23LTdPw9773PX7Sk57EGzdu5C996Ut5u+uuu44B8NOe9rRVxwghcNu2+SellL+z52Llz6ZNm/iiiy5ac0z/8A//wAD4O9/5zm7HPmDAnjDIpUEuDXJpwB0Rg2waZNMgmwbclrBn6a/+6q96n59yyikMoPc8tW3LhxxyCJ999tnrHs+e23PPPZcf+MAH9r5bmba21rv30Ic+lI866qheCueuXbv4oIMO4pUmNQA+7LDDeOfOnfmz6667jp1z/JrXvGa3Y2yaho8//viebDUZ8YQnPKG3/YUXXsgA+HOf+1z+bF/T1k488UT+hV/4hd1us1ba2mmnncYA+BOf+MSq7VfKZ8PKeX7e857H8/PzPVnMzPy6172OAfC3vvWt3Y7L0tZMFl177bX8ile8ggHw+eef39v2hBNO4MMPP3zVMWKMPXlWylCb95U/zjl+2ctetuaYLrvsMgbAr3/963c79jsrhsijNfArv/Irvb/POeccVFWFSy+9FADwkY98BCEEPPOZz8wsZAgBMzMzOO2001aFHRMRzjrrrN5nJ598Mq666qrdjuPTn/40HvOYx+Dggw/OnznncM4556y5/SmnnIJ73ete+e+ZmRnc5z732eN5rrnmGgDAoYceutvt1sNjHvMYHHjggTdr38svvxzf/e5385yX8/mEJzwB11577ZrM+0r83d/9Heq6xmg0wn3ucx986EMfwgUXXIAHP/jBezWOBz/4wajrOv/81V/91aptPv7xj+OLX/wivvCFL+ADH/gAHvvYx+JpT3sa3vOe96za1ubyxz/+8V6df8CAPWGQS/uGQS4NcmnA/sEgm/YNg2waZNOAfcOZZ57Z+/vEE08EEeHxj398/qyqKtz73vde9f6+613vwiMe8QjMz8+jqirUdY03velN+M53vrNPY1hcXMSXvvQl/OIv/mIvhXN+fn6VvDI8+tGPxsaNG/Pfhx12GA499NDeGEMIePWrX42TTjoJo9EIVVVhNBrhsssuW3OMT3rSk3p/n3zyyQCwR7m1O1xzzTU3W54deOCBeMxjHnOzz/2BD3wAj370o3GPe9yjJ8/s3u5NIf1vfetbWRYdccQReNWrXoWXvvSleN7znrdXY3jhC1/Yk2cr5xgA/uIv/gJf/OIX8cUvfhEf+9jH8Ad/8Ac477zz8JKXvGTVtnd1eTZ0W1sDhx9+eO/vqqpw0EEH4aabbgKAnBP+0Ic+dM39V4Yxz83NYWZmpvfZeDzGZDLZ7ThuuukmHHbYYas+X+szAGtWdR+Px1heXt7teez7lWPcW9yccGaDzeWLX/xivPjFL15zm71pA3zOOefgJS95Cdq2xTe+8Q289KUvxdOe9jR85StfwfHHHw8AOPjggzE7O7umgH3HO96BpaUlXHvttWsKDQB4wAMe0FNKH//4x+P+978/nv/85+PJT35yb1ubyz3N/YABe4tBLu0bBrk0yKUB+weDbNo3DLJpkE0D9g1btmzp/T0ajdaUE6PRCDt37sx/X3TRRTjnnHPw1Kc+FS95yUtw+OGHo6oqvP71r9/r+maGbdu2gZlvdRnzwhe+EH/7t3+LP/zDP8Rpp52GAw88EM45/Nqv/dqa78PKY47HYwC37N1ZXl6+XeQZIDLt/e9//6raQYa9kWfHHXcc/uVf/gXMjKuuugp/9md/hte85jU4+eST8bSnPS1vd6973QuXXXYZlpaWMDc3lz9/0YtelNPP1pNnP/VTP4WHPOQh+e/HPvax2LZtG/7qr/4K5557Lk444YT83V1dng3k0Rq47rrrcOSRR+a/Qwi46aab8gtri+G//uu/4uijj77NxnHQQQetKl5o47s1YdezdevWm7X/WoXY7MVZWeBypRCwc7/0pS/F2Wefvebx73vf++5xDIccckh+qU899VSceOKJOO200/CCF7wgF6fz3uMxj3kMPvrRj+Laa6/tCTzL8y0Lau4Jzjnc7373w7ve9S785Cc/6bH2Npel4jRgwC3BIJf2DYNcGuTSgP2DQTbtGwbZNMimAfsH//zP/4xjjz0W73znO3vv3cr3bG9w4IEHgohudRnzz//8z3jmM5+JV7/61b3Pb7zxRhxwwAE3+7j7goMPPvhWlWeAkFprzbM5Fcpzn3zyyevWptubYvwzMzNZnj30oQ/Fox/9aNzvfvfD7//+7+PMM8/E/Pw8AOCMM87ARz/6UXzwgx/s1V476qijcNRRRwHAuo0B1sLJJ58MZsbXv/71Hnl0V5dnQ9raGnj729/e+/vCCy9ECAGnn346AOBxj3scqqrCFVdcgYc85CFr/twaOO200/DJT36ypzyklPCud73rVjm+4eijj8bs7CyuuOKKW+2YxxxzDAApYFnife97X+/v+973vjj++OPxta99bd25LEM+9xaPfOQj8cxnPhOXXHJJr1DcS1/6UsQY8T//5//sFfO8OYgx4hvf+AbG4zE2bdrU++773/8+nHN7pcQNGLA3GOTSLccglwa5NODWxyCbbjkG2TTIpgG3PogIo9GoR3Bcd911e9VtbSU2bNiAhzzkIbj44ovRNE3+fGFhYVUHtX0do0UPGS655JJblPK0NxGUJU444YRbVZ4BItNWyrNPfvKTWFhY6H125pln4pvf/CaOO+64NeXZ3pBHK2EFyK+//nr83//7f/Pnv/Zrv4bDDjsMf/AHf4Brr7325l1Yga9+9asAVqcwW0H0m1OA/M6AIfJoDVx00UWoqgpnnHEGvvWtb+HlL385HvCAB+S8+WOOOQavetWr8LKXvQzf//738Qu/8As48MADcf311+MLX/gCNmzYgD/5kz+5xeN42ctehve///34+Z//ebzsZS/D7Owszj//fCwuLgJYHep9czEajXDqqafi85///K1yPEDC2B/72MfiNa95DQ488EAcffTR+MQnPtHrgmB4wxvegMc//vF43OMeh2c/+9k48sgjsXXrVnznO9/BV77ylZut+P3pn/4p3vnOd+LlL385Pv7xjwMAHvGIR+Bv//Zv8Tu/8zt40IMehN/4jd/A/e53PzjncO211+Ld7343AKxSbADgy1/+cm41e/311+PNb34zvvvd7+IFL3jBqnDPz3/+8zjllFNudl2DAQNWYpBLtxyDXBrk0oBbH4NsuuUYZNMgmwbc+jjzzDNx0UUX4bd+67fwlKc8BVdffTX+9E//FEcccQQuu+yyfT7eq171KjzxiU/E4x73OPze7/0eYoz4y7/8S8zPz9/syJ0zzzwT//RP/4QTTjgBJ598Mr785S/jL//yL3HPe97zZh0PAO5///vjoosuwutf/3o8+MEPhnNutyT96aefjle96lWr0rluCX71V38VL3/5y/GKV7wCp512Gr797W/jb/7mb7JMMLzqVa/Cxz72MTz84Q/H7/7u7+K+970vJpMJfvCDH+CDH/wgzj///Js1F8985jPxv/7X/8LrXvc6PP/5z8emTZtwwAEH4OKLL8ZZZ52FBzzgAfjN3/xN/OzP/izm5+dx00034TOf+Qyuu+46PPzhD191vMsuuyzL/B07duDjH/843vSmN+EhD3nIqo6Zn//85+G9x6Me9ah9HvedArdzwe47FKyq/5e//GU+66yzeH5+njdu3Mi//Mu/zNdff/2q7S+++GJ+9KMfzZs2beLxeMxHH300P+UpT+GPf/zjeZu1qtOX5yqBNSrTf/azn+WHPexhPB6P+fDDD+eXvOQl/Bd/8RcMgLdv3563W6urB7NUoT/ttNP2eO1vetOb2HvP11xzzbrbrNc55PnPf/6a21977bX8lKc8hbds2cKbN2/mZzzjGfylL31pVfcCZuavfe1rfM455/Chhx7KdV3z4Ycfzo95zGNWVcpfC7sbw0te8hIGwJ/+9Kd7n3/1q1/l5zznOXzsscfyeDzmmZkZvve9783PfOYzV3UNWKtzyJYtW/hhD3sYv/nNb17V2WTXrl08Nze3qjvEgAE3B4NcGuTSIJcG3BExyKZBNg2yacBtCXuWyg6KzOvLCeu8VeK8887jY445hsfjMZ944on8D//wD2vKk73ptsbM/J73vIfvf//782g04nvd61583nnn8e/+7u/ygQce2Ntuvfds5Xm2bdvG5557Lh966KE8NzfHP/dzP8ef/exnV8ki6/r1rne9q3e8tca5detWfspTnsIHHHAAE9Gqa12Jyy+/nIloVZfLEut1W1s534bpdMp/8Ad/wEcddRTPzs7yaaedxl/96ldXXT8z8w033MC/+7u/y8ceeyzXdc1btmzhBz/4wfyyl72MFxYWdjv23Y3hkksuYQD8J3/yJ73Pr7vuOn7pS1/KJ598Mm/YsIHruuZ73OMefNZZZ/Fb3/rWXifLtbqtbdiwgU866ST+4z/+Y96xY8eq8z7ykY/ks846a7fjvjODmJlvfUpqwG2J//bf/ht+8IMf4Hvf+96tdszJZIJ73eteeNGLXoQ//MM/vNWOe3fEm970Jvze7/0err766sGLNuBug0Eu3bExyKUBd1cMsumOjUE2Dbgzo21bnHLKKTjyyCPx0Y9+9PYezs3GWWedhRACPvShD93eQ7lT44orrsDxxx+Pj3zkIzjjjDNu7+HcJhjIozs4XvjCF+KBD3wgjjrqKGzduhVvf/vbcdFFF+FNb3oTnvvc596q53r961+PV77ylfj+97+PDRs23KrHvrsghICTTjoJz3rWs/Cyl73s9h7OgAG3CQa5dOfCIJcG3F0wyKY7FwbZNODOhnPPPRdnnHEGjjjiCFx33XU4//zz8elPfxof/ehH8djHPvb2Ht7Nxje/+U088IEPxH/8x3+s2xlzwJ7xnOc8Bz/60Y/wsY997PYeym2GoebRHRwxRrziFa/AddddByLCSSedhLe97W25peCtid/4jd/A9u3b8f3vfx/3v//9b/Xj3x1w9dVX4xnPeAZe9KIX3d5DGTDgNsMgl+5cGOTSgLsLBtl058Igmwbc2bBr1y68+MUvxg033IC6rvGgBz0IH/zgB+/UxBEA/PRP/zT+8R//8VbvTnl3QggBxx13HF760pfe3kO5TTFEHg0YMGDAgAEDBgwYMGDAgAEDBgxYF7dO64kBAwYMGDBgwIABAwYMGDBgwIABd0kM5NGAAQMGDBgwYMCAAQMGDBgwYMCAdTGQRwMGDBgwYMCAAQMGDBgwYMCAAQPWxUAeDRgwYMCAAQMGDBgwYMCAAQMGDFgXe91tjYhuy3EM2Escc8gcTj/pYDhHYGYwA5wSEjPADKt/TkQgcuAQkGICtCw6OcA54QyZGSnJd77yqKoaAJBSBAB471F5j5gSmqbB7MwcoPvElJBilDFAjklEIOcAB6SY0EwbhBhAlUdd1XCOkFJC20bQaAbeEZw9V5zAOu66qlF7j8l0ipQSnHPwzgMA2qZFSglk18gECt38cJ4Dlv+YwYnhvEOMMuaU5HtDTEn2SQABcERyPnIAAQmMxAkpJXBigCi/D4kZzAmRGUg6956QkEBEcM6BicB2HZUHMyPEiBijbEMEqjwcyRyCZHSs1+OrSuZ9xbPACfkz2y+GiKaNaJsWTdvIfDFAzsE7h2lsbQ+Q83CVg3MEcgROQADDkdynGBNCYqTuLAAIzMDCJOG6HZzn/PbEIJvu/JibmcFfv+R3VPbo+0UOjhx8VcG5gGTyCiLbyMn3QeVgihFEgPMO5AHmhO3btgMAQmjBSHC1x2hUY7YeIaYED4IDkBIjtPJ3CAmhbbG0uIRp04JBqMdjzM7OYjQzBryH8yKPmBLYRyROCE2A807Or89kDBEpdDIZEDERQ0IbA1IM+p3DeDyLuq6BBJURLdoQ9DgBbTtFjDIPG+Y3gpPKMgYAB0c1yBEAB06MaQryPlcVxlUF5+W4k+kEbTNBbBvEGDEajRDCFARWOWzyMyK0EZ4I7RTIr7nOdYwR06ZFDC1CsLmvsLy0jJQSRqMKUWUHp4SmaRFCADPjP771A0zbeJs+U8AgmwbcenjZH/0SAFb9oX9vq7rKuoY9c6ZfkW6fYgJzApzsV5H6bll0rhiifA+gjRGVEzlDXvQQTowQE9oYEWOCcwTvHEAO5Elkjx6T9S0GgLi8rL/JPgxGSgExtghtQOIA7ypwUl0oifz1VQVHtY5P5FWbGhA5jGoxHVISuSC6SpLfmeHIi34SZQ50xuSzJPOUUgRSABGBdU4CR6SoxyQCwcN83Ml0usTglEAERNXxiB3AJHowGCnKtrENCCqfTGdt2xbTpsnXFWNECAFtCAhNABGwawFoC73ytsBdRjZ5D7flIADAqB4BRKi8R1VXqKoK47oGO4fKO1RVBe9FF60rD6/33ZPLa6cjB4KD8x7eQR4uAggER51t4/OXAOnnzjl4ACCbW1KtFXDO/pK9kj4PDmLrmA5t2xvMjnBcfi7vkdlczJTHabrBeiAGot/TvSf5T8cEBkIMcI5EF2haNG2LZjrFTVtvAgAceMABmE4bLOxawOLiIpYnUzTNBNOmxdx4g9gpMcr7X9iKFcm55D1mRL0nLuv98k6RzR4RatVxlpcb7No52cO1DLizYW9k016TR3c0POykQ3DMERv1Re8LQSEhAOfEAJEPZdEnAORkYayrCpNpK0KKZB9mRkxiCCQWcsSrUa+qf+9cYszI6unSCmFcKBGmFARd9J1zcESIKSGGhJiCvJxOBGw9Gsl+kRFCKwsuMypfiC8SqcJEIO6UhW4elBRh+YuZ1VTq9iUnQm9vFhJZpE1YFj/oHjZOKRNa5AiOvRBLKpBEwUoqdNERMeRB3C0C0Pshk64KCMs8gZHnjwjgQlaTsD2q1CRVLsTgZDAiKxHESRchPRGJiuK4M1yJALZFSwcUqf9iMZS40/tj8+iKZyaxqT0JzE4VHF0E1RDurVp6v8xYJhKiEHZMm0u9NmYGOSe72thsfvN2ahiyzauSVKrsyTPg4fSZ6T9LgwE04NbFHzz3f+DQLQfBOQ9meb6ryoPZ3gVTVQiOGM4TEEXWyXsRQEyAr1F7h8iAcx4hRIQYMfIj1KMRNm3ciIXFRSHMnUNVeVRVhaqu4aNDigEhBKQo7241GsP5iJiASSOfj2fGmJubQzUSJdiI8pSAmAA4JZZZjCUCipheB+YEV9n7KV9RTagqj5Rqke1g1JVH5SsEZjgH1J7gfYUQWshbPIJXxbRyHokIQMokcuNDZzI6IDCBoYanrn8xpewwMJizwDknSnBSQ0uXupgK4khBzoFSQl05MHs4NQZDbDCaqTFtppi2Leq6QlV5AHIt02mDtm0wyJQBd1Q8/Zcfhc2b58Th4h0qX8E5h7kNswhtQNu2iKr3ERGqqsrGbXKAA4mjLDIiEdglUBJSm1kIDed9dpyJXiW6H7HqZzHB1xXIOXChE4gTzoNrFkOQRd44HWfp1EpI4JTU8cYAHHxFYCTEILqFo4iUhIgHMRw7JJL3OyWGrwjkCZRkfD45NLEBM+C9g3Oia6XESCrr5AJ00KZrZJ0HomtVCUgtmmYKR5Vu41bpsLaTOfWYAfYMdgQiJbmZgeiy8y8yQMQ9mUVEIlsB+JQwHo1lnpQ8qqoKvmkwYYBTLMiHAXsCgVBXQhZWVaUyv0ZVV6i9rLeJE0b1CJVXUsh7VE7II0bMDhdzQDsW/d45BwbDZW2AxKfrnOrNSmyoE9YB+pBBviv0Y7DqzlmnN3+vUq2Mzo4qHMSZxFH92WwS2HZwegyInRlsvaesuxtpCjBctd7aZy865T8TM5qmxfLyEubn57G4OMHSwgIWFhawsLCI5eVlbF/YDk4J111/Pdq2Rdu28k44B+8JblShZdUhnA2bOqI5yjnN9mL93MHLiNT2EnIO+R4RCLNzY4zHNUjvgdlTBGAyabF9+9ItebQG3IGx1+TRifeayySAsxfVdS+HPDPdC09OIhockL0dzH0ttHyFSDkO77wQP8XLC+huSlaQJxx0wAw2zFSZOKJCYJiBLAKpJI9kYXPewXtRaiuvbLUjkBrsISZET2LUAPBKVIicSsoVmReE8gJO6mF25DoBphFBiZU+4JSFihALhFQREnekjvcV6trnaw4RiDH1SQvmHEFE6Bv7xogDlCNjuu9QUOtOvM3ESoDEfGxSwRWSkQlC+hhjz/a5CttMchi5YrfDdddajh2ckNhDzArqiCIlNYQskwEnZhCrAENBeui1cCfHbbpFSWMWb19K8CY19R7kCC1V9LKHguU5JgLglViDehZAqpR0vnmbA/N49Z5HnUNbmFg9Xbpe5WvBiufdPAMpJVHK1DAlx/ki3Yp3g2PM95fkBZKpdATShSuqt07OZ4t1nzgkVdB61qXOjj1lHSE5YMDu8Ys//zDc64hD8trACWhDwFGHH4K5mTl4XwNkHmlCVYkRIaD8fkmAjpKlibNM8s7DuUreLWYQaSSl70ieqqpQVYV33on8J09op4zAASkxHAl54nyF0YgRQgDIoaprjEZj1EoewRE4CyFhbjgCgBN5lUSykhNlKzlGbFVBVmLMuSLSkLvoTTDp+qVRmT7BqyykipDYy3paOQgnLvuTymyxNAEmFmOKJDohezBtZnUMAMCJi0gvgI1Q5xaBRRZSlYBoa2JC4oiEhKBkFBNn2e8rh8p7JEoYz4xAzovDAEBde6S4e8/sgAH7A4965P1w6GEHyB+M7Ig57NDNGI1rkVlO3hMjncejEdoQJKq6DeqEQo5Ido6yTsEspFEyDsX0nKoSnVLHkVICW8SEOtQqVKirGnAuRwkkUOeUc170rhjFGUpOyJRsf5oOyFkOAqoXkwONxIgPzoHaBs6rIelYIrRVtpArDEIyPTLB+S7CQkicBI6d86zTbRKAiJSiyGeIfgUSh5oZ85lZX4NUJh14FktMmZwiAIliZ/An0WkTESgloNIxuihkGavR7I3sK6JEnYd3DhEMgjqFB+wZBNRVLQ6Q2gt5VOs74+XfFGUdchoB39mIEjln5JHTd06ijJySFEWmAdnaZfdNI5H1/1kvznaB3UN5tsS2cZlkosqpXh5RBgZ01oHo/91nbB5lEDqyM5t7ALpAhfytHMuLAwmJkcCdbaQ/jkh0DkXbBkwnUywuLWH7jh04YDLFwsKiRBYtLGJpcQmTZorAAc45xLikehEJOe194bQHoI6kkigCAPL21sn67rMNo597VpvD7FPKx2AloMvrsP2c8/CazZLnSE2Htm2xc8dALN2Zsdfk0YHzwhZLKKGQLb5HHlEXUeNkW+9dfuDAMS/O2QvhupBCI48qL0PyZsAbaZMNcAZV1L2t6C84Kz2k5QKwKrpGBUk22rmL0DAioBedYoIjG9HdPuL9SGq4Aw5KIOXFVAkfY3uZM+ttSodtB0iIcxnFwqRpS7oA964nr6qpIyr02juiI8sNXYhFkJBF4qSU067MeJFAYeS0uJwmZ8pMEaINDRgw0odcEWas5IrNAchSTEgVAdnBlARW4ZqK/Yx8IXIFGaMEk8p8VgUk6TWxklwpJRkQIrJHgVHcXyPuOCtv7GwOOqLEFhRTchg2H8Vz5pDP0ZFrsj2xKJlsz1pxvynfHDuZ7psSkkW0cXfuMuwU4OzVoOK9IX0fmRlMohCSRyaALcWwhFKomZzLT2VhmBZXO2BAxuEHH4gHnnBsVvSdI/zMycfjsIMOEKWQhCpu26ByIoE5gshnItxp2pWlbnVRc0DigBijErKWfisGCDHgUme8MItnPqaEqvLw1QjOK7mtUTUSmUpKlsg1mBEIDUP3lYevKvHCew9XVeKZI0L0jBAdIhPgA7yn7KDIMlZllkWoCvckc+F9d91gMdpiiOKQoE42kYek+MKD4eDg0CABUIPRoh71/dcDgj1AJEavKNURzBJ9FaEOn0iwdBOLXhTSKUlaK0tUBIP19ecsY2OKiCkWZHw3/6PxGATAV5LOE2GGa98pNGDA/sBBW+Zx/PFH6F+yXh5//OE46KBN+g5S1hlWQ1Y75whVXamOYjoTZN+U4HyhL5pxhW6tB8vaW9dKHBe6o5G3UH15PBqjqmqxU9UJlkyPcA7e+96+EjmkwzWVCjK85AhVGXVBmiakugwjZaM7Wfh3SJDUIJHZMevu0PR7KSVAEHIcUP2MWaPr1axnBht5lJLquikH9jiLICFCEtUZycnAzUGrl5Qdc1DdlMhlHYhd0s+V2F+JKPPvVD8yPdyxkFFGSDjnEDmtxWENWAeS4igkna8qKYHhPSovZRpsnetII7MVjZx0mTRy6mQCkLfVuP+OnHDFOsJO73jhpKZSPzeip7OvzKwkMieQEMcdeWk6v6Zc956F7iXj4iO2jTI5Q9lGAuTVdqq3OyJ5l83eQmdT1VWNppmimTZYXhbiaNeuBezYvgPLi8tYXFrEZHmaU8BjSuDKA75C4giXHWRe9A61Cb3qOpa5kOUNAGgEo1yoy+M3G3DlnFFhq0pKbd9OVgsN3jFmLIWPzLaQa65ar5HN3BHNefpk7nbtHMilOzL2mjyyKBCgM4Z72I1CaGlbKUUR4DlUxGlesxzOFcdMFiVRvvQ9IgedUa5/rX3y1UPMe7B6ZSDESzJCRAkQlwXS2teWyQFLw0rc1SIiXrGfLbxUnEfUAUdO0jLyeCVKxIRpfuHL0jP2C3UkUo9oX/W7pTbpf0rWSEgokJCKXH45ttQBStkgsjtvXv6OFMpaUv7OMeW5iUrIOOrGGxKDUkTSz6k7sShmsBoBnI3RvI0KnUxEKqEnvF9BdOUIBb3nmeF3YE1g7pF2pFpXMRYTeOV/WZoqgZUnmiDehCJFzwxdIiN9Uk5bg94LI8EkCrcjkPL8pqSGKGc3Zrfs2L2SufKeUTJCFmrKGlJukQjOeY2gKEkovQi7yfbu6dj7oeADfXR3BhHhmCMO0T/k7xOOvSeedPrPwGvNIa9pGp0iAjVIKjACGLImODjAsSqTIqMSGBzt/RXvYkytEkJihHlfeiwlitM5IEZISkcUgqPyHqO6BnmHiITQBoQ2wnkjoTzYyblCjLk222g8A19Vmfwhcqi8pq55h8SAjzVCqBAxBaBRBCazlIg1L6mk54nwcKYwqxLKkLSvmKIJgqxUktdIQ5PZ7FClhEgahWXMOjOcr3Sp0Ugk50WxZ5ELjsVBY2uXIwCJkJJ4FDlazSNV6p1Xw8ukvxixMQSEqJG8FomVOlk6GkmKXYhBa7novSSAiXHAxlls3bmINqxlrA8YcPNQ1xWOOPzAvLabY+eoow7GIx5+X5jeEIIQ2DEGENWdbkiU13WizrmY9UBb/pVYMf0hMavfyPQrFA6klAkNB0JdVwAcEEX+dXptNwZnxDIRSNdix0m0NafGuPf5XZdo987xJP+qXCGG54J80d+YpLZj8pUQXUpAO6jzzCJDOKtcYAZ87eF9reRRNz5G1FpGlolQDMfUilyzTn6MnDJd1oaYmOFSFiko3Mx6XC2FYLomSfQqfKF1M4uOw1IDjh1rNESlhr1GgZteakb1wBztM5xG1VidVCMwvLPaRF06p1ciySuB1JEP3bsGFCalEn5d5JF+XGyrvmv9QnamaA4PQnlbhR/tbAp5fzTFOxNHqpOTPbwrn4vVz4io7iTBA5r2mSAFvCjJexjagLqu0HJASknS7ENA20rNrYMP2oKdOxewa+cuLCwuYVF/lpcnmCxP0IS2q7taVRi5EVBXUvaEXY6sFic7gZNG5WWyzmpL+axPhGaCFKMScZLN45W44xiyPtMxSHq9ABxxFwRi75F+KfKkTGPtZFA9ImzevEH+MhvMbEESG7mZtjnYIO9Pcsemy1a7dcDthb0nj1AYyb3PS6wveKMtlOjIDkrcRWqgiwABzHBOABcLjZIoa5mtpf0rivNapE/3Aph9bIuF8RAp9QsikiulTnfFXSQO50V19cR0i3mOomHSc0QpZA2AvAknswEYzBEgnyO3HDnApdXnQXGe3aCcjzI6RewB8bqkbAz4Xg2dTLjY2ArCwb4XA8YYFWRvuBS31vtRiVBzFYBWt8uymrOAEHItIsYAQIzE7F1jIFqEkHnejIBR0g3lvQGyJ2NlaGWePSN4dJ0oHkNRvjrbTAdricPIJJJ9QCRkYOLYpfdRF+KdYkceybPsNOpO1ctiCvv32q6nU766e1sutKr8xqS5zKIEehur07RNC3vP/1/9DHXvKneKcOqe+QF3D8zPzebn4P/P3r/12pYl6WHYFzHGnGutvfc5mZWZde2qLnaTjRbZraa7SdskRdsEybZkWXDbkAWTliCAggxBNnQB9DP8F/zoZwMC9GL4xYZfDMOwBZhqWxZlPoju7uqqrsw8Z1/WmnOMCD/EZYy1z8mqU81qsaryzKrMk2fvdZlzXGJEfPHFF7E211rwb/+P/zaAEUgta0XrO4hXFBCkC+pSnXE0SnmJGSycdhow1k2JgAgAoKZbhljzAbPY7wBjvtbFhDib2vcFqNq7aR81F4QOQBewko8dDa13LMROrWbs+25glpfNfeXjr+By2SAiWJYFXBbAnTPTLGFwsQRE0462t2w6EJeBSQwmGUkAGmVbBhoJWm8Q7OBFwFwguqM5sJKsLeLch6flgPN2NqYAA6qEBhPXjz3K7ngR+751tldovgXjQJlQywIiQetD9DZK21QsE++VcJDecb6YgnZdV5SlGmuqdyurKX6+aJS3dSjE2I+kACv+8q99C//3//yf4AefPfy0lun760t43dwcrv7+yScv8ff/3n8PDMJ6XLz0u0+5kFFyD/QETa6OswxU3V9xVoQ46NTnM135CgDK9wGw3a3JpGbXNjRWwCiGIQKoE5prbEYCrK4LjJVpWfxCjG3bUxdpXRdordhbQy2j0GqwnUNaQACUK19tZowXre5vEkybW4EKEFW3N8inAZmuTS2H9ClNmqKAyALhBXCGqKSNr94opHeFivm8QztOHEQwm0/Ofgq/M0HsyedRAAXGUhIV07/L2D+QKpj+JVnilKFYCFjWBa3t2PcOtIaOnr5XLJPZP3x//eiLYEw2sCUg2BtZhC5RgKnR+KYwG/MtmuwQBhNpBl8nUAE0/NxIyxCQ68OdXgN3iUHWHcKB2/kabLZ04FUG0KzDx7iKKa+YRQN0Sl8936oOMHOWcXePA1rrOJ8vWNcFZ9mwXzY8nS94fDzj8ekJu2svfv7qFV7f3+Ph/hHn88WA1LLg/nzBuiwoq4uOu55UPR3x+Wc/BHN1dmEAcoylrt5YpGe5a6mmScXOFnt6ILS2g1Cw8AEgYHE/Z7tcIL0hEnQR7gyA1spS3Wr4zMDnK8pUaRq3iHMVDX1Ir6RvxG5TFF/9+odmv4sCUfJYLA79g//vH3/heow49v31Z3v9xILZwVzJa9phc+3m6KLlASyA1ESisYBIYFlfGp9qB2jPzUigrMk2VPKalaQYLJ9rN2AYgGGAOAPsDg3Qczpkx8KLTESCG8+RG2eMxM+Li6QFNTY+18rCQvwYSeGVcMqlg7rdX5ZiqUkQ6VXmy7JL87NqdADTQf9LPZ8AfZzDPND78Vw2jBaAdTR/jpoZtZFJCkP7JswQdOO4mGFocvdSsTGgrlGi6NqHUQnw5npo/RmQzgOBTDA7v4jAyjk1Xa9L6ex9GA4TNA1rsn90gFwFlhEJHGsuSRxAoSZSzmAPiJAOZ/ESnN5sjrt0O1Th4JF3qrNgjKz2flL8JqLcC9cOjL517JHz6SU8DqQ1scxGlK4F4CQ0mBCWuRP0H9H0KPbt++vLe/2v/6N/F+u6AG5vem/Y9gseXr8CMA5+JsJSVxMfrb4fimkSUQL0anY3nJzkhFuZVLCVLEFtAId1GSlY1xVcGnq3+suyLP75Vl51uWzYm3UkWZZqOmc1gkvLplUCujOWnh52NLc/4kAL1wXoHXLFErLnAoz4V0Agru6khuaJaaQghG8d5LGMXkOvJX8+6Pe+8agDtHsZeIVCUcsKZutoNusghQ4LmMBUQez6CQAWso5rSoqm4gC+dXEK7bfeN9fPM+CoOChfSkXvO/reBjjsjv3WuzVyKGxBlwLHg41HKeFCdBPWZQscd9mw1MXFsmG6DEQ4+Dm+b9uf1XJ9f32Jrv/w3/vXUKoJ33cR3zsjSLHLg9FCABVob+ajtNn+xEvNxwnNTiKAizVYgQAN4bu5z+XlpOvq+ZQIggBzfSKJhtCoVGyXDXcv7kCLna8iMoS4e4dGEq+EkPVgJ5cSXWk9MC+KomoJL7EQTjCCZrLIHJSl75iC6tHdLYJ2e48kwFXWxXRYlIzZIMBhPY2yuWQ+ml4pFkAKg3sB7XsmhaV3MEk6igkUEJKZYuXH7u+TsZ9AxQCHUjNwNX/cmdYEKBijFy2BpBsTFfAuxEjwQnlmw/rP3U8+LDaJ20b44APC/X3D4+P7QPSdLjJGa3W5kuLyJtUZRoCXSoa0yVTiOSd0Q0sXcL9TQ2sn4plI/AZbz1dFJPEDvBGZpEPGbYYHPXgLptGnE2kgYgWiiF2ntFUAROQp19zf0z0p0PuO82b+yHbenD30hMN6wA9ff2bJFwDny4bz09nOQy7oXXG5XHDZdgNz1wOWUrGuC/bLinVdMoaNhPrTWXB796F1YnWdQ2ZGXQoKm9h/l93Z2tEFz/w0Y0kVtLaDibGWQ5YOMgOXdU2JkQBgzScBCGKsqc2eJfaujUQ0DglmIXKOQTaiC81l/uMPCzcYy7qabaSe7y/MWA8HfPfXf+n58gM5Y/wf//4/+VMs4PfXT3q9M3gUG/V56djbXzz+MzYrF84ysAI36q5rQfpsg08tP+0wC9KvHWhDCzBAkeeS0V/0DNGhyzVjPCsxaBQEMykObMTlWVvAu41F5mbaDABQ6dlw6vzZcFGzAHuQ32Ho9NxvHgBcyE0VhWJDOnjnz7C3fWSQrp5zMFOieZH/wmi87jMlYg6vw3WmSiF1BMg1jMg25hu94u2hrh/ZRgmV2UGkEURWb4epSliWEPueAK04NNzRqXXJQyMOhgCHCM4oInKNDq9XiUf1x6ViWQ7xORtZx5gihXSjsJuO4tAgeXONK4QEhWoeGKZNEhTXOOX8MIrWvDOjLp7BA+gA9+Z7mudv/MxpqAo3uFGPHdlMe31rO7Zm9Gxac+Kh4CwbVFV0z9YRk2krwCi1e+vZMlVEAaegxz0AdkhwuQZa31+/GNe/8S//d/DPffeXobLgeHPE7e0x2zLbZelcAuFwPAx2HwPrWnE4LCgru3adGZoAnoks8wzAMoPT59VSvZzD7H9v1ka69Z5AQ68Fdy9OANSzdBv2i4KPQOGK03FB7REccO7Jda1YliXZdqa/t/u5Ye5OaAQUYiiKsWXUs6bMqOuCwtU6E5UQoWZ0AUQ7QmbS9InKYEkyAwuBV2NGbZeLlcYVhgijkoFfC7F3kTFbJ37+EYmPtiPU/o91hytp53QCtDuAIgQhtU6efbfzrjc0LyGLsr+FS2Yku+w4HA9YesW279i3Ddu+Y1kWqGvwlVpxPBHavqd+GgjWuc4Daq32fiZCn1iW5CnJyowerZHfX++vd7j+nX/n9/Dig1N2Clyc+Wc2Q6EcyigYZRmhcRhaPw5YCCpKN1DFgiD3O5i8JMTZfp7pjnVqO9EYkKrdgOFu+7QuK0oJ/05ApaCuC05krbWDEW176JlgfAC43pUw9AmIqiUMLdMEItP1iTKxLNlhQ45CMiFA5kLiOmyK0hfMmqPmA5jtHVfxMlcX7/bL2qsXLLJAuiW/1nW1/yYvVXvmhzI74ObJQwIgtUObB/nuiyH8RARxaPJ13V8thR2E5vRXoZL+FTk6NGICE1mui5VPibOgoED390VitZehybNve45p4SkB/v760RdRdtUs1QSyS3HgqARbxBoBXWkfTX4u+84ajL9wvynL3fLvNIOdCeuM+1HbqwEK2i1GAVXPWKL5ybqUggYrGSfy8lM/q+K941kxfHBPWGdy2SGT3ju2y4bHp0c8Pj7h/vUDXr++x9P5jONhxQ8++9RjAgOHl6Xi5ScvcHf3EpenJ5xe3OHD9Qgwo4uzqFvHcVkCoc4Ah0vB3c0NHh9eodQbHNeKZVlxOKxYD6sxjYiwtw1wADsqD0DBmmSXDyCs5do2cbEuehY62AiK2zKodQIP8DfJFJHo7g3SW86NRkLKYysulvy6CrUoAlaTCWAGFg4VJUKhirUecDwenWVtCXoV8+REGn7lL34bpViy8XBYcTwdcTwdsSwL/g//8f/prTHz++snv94ZPCpEo50ikAcAgGsBLQra4dhwKmIAUGROLd2CPi0qPw+vA/v4TMtFTKUHP+7SQTNEADC4AnrsVX7QOxJKDgQwI9sU2/2Fto8dXfNBaYCBxl/yYA7qsIEcjIiVNkdxSymeBBJHvRO7tn9nomj+vGmMeWSjvmgzvB2EePsYRmc1wIRno6CpS/PvZlSUKwBRonwsxik+2oM2LgXkxigODAUAEdRlSa2orHX23FJknkYNOqxDgZdBqBjw2P15Klc8PT6htY7Dujg6T9kBbllXXLbLBNgZsNO7lw76YRSd9thrls1JjIGz+WWd29oCrMY86i6E3aQ7Om+aLqpGo9ywpRMGkDGSxqQMNp4IxMttxFtkMl/Tx+0JeNwYjT1k/qDvS5peMx2EWXIY/4q16pnMfOR45pyCeb++N8A/z9fv/s2/ir/7L/yOMU+I0LYNT0+PuD0ewWodsY7rinVZrKRVR4bIMluEm9ubdKKIFLWGMGZJB1Dl2t7MdpmABJ9VGnr39DksYcUdgJdulUpY18XiPRUwCbSYlWp9dzYQUBEgqwPOBJSy2n4uJlJLYs9cy+hoGcarBOjEBAajsDkxy7KYcDaRP6cDRGx6Y+1SQCxQJjQIsnPliAURGcurM0ijJM/H1b1mc9gKAEmwOE/ZcJ7J+9DQaFFM5M/oP5uH3/xOb1wggl0AKYq1sJcI+zxTwVK9PI8L+h5Oo7MaSMCLdbGzBId4XkJS863PQD4bIzNsUO8Cau+ZR++vN6+/+7d/B9/+pa+hLl5W4Qm4r37yIahyloJXuM9QGKrd/ENCJhRLKdj3Ps4px0nMp9AEJrL7Fnxb8pw30vQheuvYZcfhcDAB+mJgQwDbKt3axzMhukUa4DpsCan5QbW+6XYzkRk97zY52H9Xr/Kzf/qJl8Gq24XYdmYbDJBmVigriiyAhs6mMZbi3rOjK/HkW+p0by7SXZ1p0b3LYugM+xVAnHSzV+xM0p6VBEBWCtBzgMb9vxDtRgG4grhg21o+fwKBXAAUFDVwSFzHEgIoFUtykUALg8WAQYYlRlUBZetkR8ygUsClg4mzO2UpUZLz/vqi6+aDl/jk298GrwvqumB1HzdK0AuXoUvInEmXq+7COs6zYLxE3BSJ7fn3gMecMrxgEL2xXZRG4wkQXMi5OJA4QMx92yMVC8DjGppAztaBXtOfVgo/eFQtCBT73rFtO0QEr169xuPDE+4fH/H0+IRt29Bbw+PDI1AYh9MJx9MN1sOKZVlQlxV1qbi5vUGpC57OF2MiiqIpQblg77t34rb3HI5HvLh7CRDh/tUBy2L+mvkn7v+osRprsXJ6gienukLEGpCUsrhWopWzG1mio3uTkNAWM/7E6LJt9qyADscRI3ssAelQIrQsKcTwWwL0U8GyLhPoNOavd7jjxGlDhqFR3JzusDorsu07Wu/GSFcrSxVRtN6Ai83PtjfUWvC3/od/N21oVBtFsyFmxv/t//x/xcPr+5/W9viFvt4ZPAqNh5khMhNr0nn1P2MVDI0UBVh9T/IARHRmNozAlsiPCgpa6Qz6xL/fDoTYb8YGRy7MAcpE0Hx9FAcYRKCpg0SWPOVDP7ueATJD5NVGJpwcBhBsfXYLqULo3iqaElGeQCOxgOT5typgwYtYyV/eit9PGNwQf40yqqgx7b7ZogtQKQVLNZACasKxyLkIEXD42BAIJUFANW/ES1ecUulGp6Y+kI8reVBEZMK3M0ikhrKriiPekhmjYKk5qO0zb0HfWGOS4BaIsuZ4FrHN6SJfAsDQOsJ8oA2DdiVyTXZ4BAgVpS2Y1kcg7PCMoWkeyFXJWByMmN4d3VdmPa04WK/X25srXyejnvOW690yIgLXY8J4rU7PbAGnO+i5aSiJU3QlVI7318/J9cGLW/y93/tdLMxW2qGC73zjE3zjk684Q5CwX3Y8PZ0sSNqATtZRZ94PATICtlYO68Go0hqHr9mpbdtRXbuHlEzjXf0MKQB3suYJzLmPBObMkPeN1djkzgxlsiCoFAOGRMl1dpo5NjUA1QhAMJVsIs8mpaE1UmpNUX6r7HXwZWGgNe+ItiRwy0yopYLYBPe1jE5jdrzNmfGxQWaw1qjfyCYB6k/PqZMSj0Bm2/IfOONAQFRApBAM+vr8J/v3iCgKL1iqYtsfUZeKwtYO2BhgNp/dS6jtGYfdUCpgEuyuxZJ2gZG+wJUOGsW5RvksBKR9jzO8dQL2txix99eX6vqlb30Ff/Wv/CqAgi4K6YTvfufr+OCDF6jLgrIMYff1UKHkAGYXcJyLZELNsWcMLAkf9To4hY4yCaaCGgASD8A1kn/jugZ6u/T0zfKzSnFdEU59E736LAuIGZxAVfojcV67vSqOXnVv2hIZnmFB2PX0fd9FGSuNUqDonmsi3gpiRaeOwgSVkkFcfGrvxtp+I/iOcQg7PY1L6y2BYwBeIoS03UKeGATS38nEc/qmxhCzNun2u1qNpSIu4q9QL5vhKQaljDEsGKZhszTGKaaP0q9WsioHJgPViRmsgsIEYYJOJVesOs6O99cXXlwK1uMBIGPwpBj2xOiKcqM4j6PTL02rLV5jvx9gEnD9d/IYBEAmq2n6DPtF+K9zPcr1d+mU6Q7fPuY7EkpWJWCl49yLV2BN/nzv6NKw7Tu2bcPD4yPO5w2lHvHZDz/D09nKz3pvKEvF4XjA08MTjh+8xOF0xHo4mO0g889bFyx1wd469r2hiwKlYl2NRfP4cI/j8YSjv3ddVhwOB/TecffiZZaCQhWtdfS2o+8ddaluZrz7dDM71ruVtNejJeVIO5rac0nb0brgcDwasyiMkSq2bYOKYlmDzT11nvYkukuzXnWFnJNeZsLYge9Qaxs7lwtDhUbS0udQAbTWR5wV8ZcOdrbFVgZsNxXA4+teCm7uAHaAM8drun7jd34T2/mSdzLWlOL/8/v/BR5ev9dojOvdy9bikA1H1S35yCLkK5+90yZBVBLEZ47uDXFwBqgw1UAC+bMsB8qPjHK2ccCNRRBBzgBcMoDW0b5hAjHtj/m2KSjQY1HPmFOAEVcLLw4tHVDT1UioeuDiujTxs3QuQlgunB6aDOhzA6mAODLPJirue9XHxVtchkM1m1AiL5lA1qgGcao6eNR7y647gRSLSHYoC0CBoymjToEajfumOcCIQXewSAMMii1PU2tLVXANUXNNlOeKGk2wsiuMnycTYA7MVEYWfAziWHOcg4ZoIRojGZ8rU9A8HNIpOATmwR9ZE2YX8XXxX5U8tMzI+xYA0sCKam6LGQj6IpaZugNl2T0Z3d3g0kzTerLKw6lFcN79cOysS8TokECG3gIwllWyBd+jRz9zVymMv/03/1sAkMCziOLl3Ql/46/8FtZS0PoOkTZq9cWyO7Y+CjrEGDwejCABAnfIQgTVBWRrrQlIKQb4GwGO2XQA0QnEnf4AbGJPWh0/MA5twBgCoT0QoJDm/jUNn8iCA8RLBjpEAYKE9tBovsAgB8fG55iPEoHGAN+DJbDtDWDCgmDieWCDboFSgZ0tk2C/PQflGUOgzGobqDL2fbxsBEfuAMXYqJozhJ5tdxWReKHc5lyKldPYj90GW8BYqrGyeu8OCJM5w4rMvplILqAdCK0lTQNH+RzDrscL8iERGi9XZ5fbWiZjkLXe8fWvfoBt7/j89dM/9dp/f/3sXqdTxT/36x+DUPy8s/XzzW9+hN/8jW8DumDvirYrSllQl4r1YMyjFH/n4hl/Z+rpdJyDEYzxERRaeZj0Cbz1hX3VQc39lOIelNkldV01Z0x7yX0ArBI6kzC2bs125GT2SNxO5dYIm3Xts15n02F+VCZyrBzWrijjYTB7mZ723JGUJXYLoDta26FoYIgx7pkAba754++ZgvdI+I2SNgBe9mO/D5uN1HuSfB2GPcvXsQtkw8X2h70AwcfO38cEgpX5mz9mDEXq7oP5d9Va3DccMcEAhRw8Uk05htnBT9cMs56k+Xoq5qdxCPLWApbi9/MePPpxFzkQFCViKZadAKGvUkKut5lhy+SJkRlYeuM1sbZmuGnEdbn2MCd84dUisUf0Le/1rZmwQ0YNCYQEwy58ZmDEgC20Hx8e8Pj4gPuHB1y2HaUc8fr+FUStnO90c4vD4YBlWfB0c4PDyxfG2gVZU4/WXTaDIfvutoexHFbUdcWyrlamtVTcnG6wHg7WBRZA76aVVrhYc4rWrRPqvqPvO/rWcLq98WfpkGal6927oIoIln4Es0B1R3RFl9YzqWQdFyMuN6YWYGzCUoo3AZKhvwsFqYAJzk4eYzpPQFSiGAiN4UKQ2Rwz5fHdlDFWa2IAls+x9JFkN7vmVSP2aZngEihev36NZVmwrCuWWpMtH/HgV7/xNcMJZi04sps8n894eP2QAHUy0QB8/w//GOen80+0d37er59I8yhKieCgRGy02VG/wpGmS/xgIiJ0p84qAozwQ9WR3uf1sJiC5vmzn+vE2M/CIFwfNMBwkNObjcMHw8jY4cL+eONwj89RzyyJiFH6yEEOF0F+DhoZIiuAcAJU+XpntFhQUTOAMEQg6nxH9j8/UacNBnMIOIAJncUAyVtbW2DHLoxanG1giLJ9agjNMjNUyxhzn+bsFodxCCCN+jDuMS/DoCPZQ3GAk7OKYtwxPx/h6rtJp7rmCb8hzzLCu9eZgGwZDsy0RnoU7U4BjiEl04qicYDp9LzxzPP7YvzzliwGS2ZWaESRUuo3mdNFbnCGgzg6ori+lHogHj8LUKkPYOjqcgFI0YkBgGDtjQxsQogELyXyvaDAiOLpaipyXPx+o+3p++tn4/qlb30DyxLdvRSHpeIf/M//JyBSO/x3cxJUu6/rN0tdrUJVnx3mQywyQMYsFyVN29L2DcvtDdAZvVmnMoFph6lY9tmAZwCqXpbm+zUPCvvvUiKQ8LUWNpkw7gVIpo8d7hZMimfpTTOoZEbbH2Aq/zTR50KEzq7HQQW9WWJB3Y6QwkAoz6ZLt7axTQRdCSurdZOTwdrxr0owKK6ZSWulEK6q5g5V9wAx5wUOzBODlcFSQAR0iFPNBaQmhC/uTBvGNzpSkgRT0m2YyKD+M9zZH1BVnHHMxdt/W9ltD1YWWaKAfH0I2Vknrk2YNoIAhdsp0nG+Y5zBxFZGfOiCX/3OV7Ht7T149AtyEQGffHILBHDoW/zjj0743b/zK2A+uBxAAahY90KamMNwDRsHbblyAhbkpSSWtMIQgAb83I8zNvwgwrKs6NyShWM+hYETmj6SB76+RsU1cUQlfVrrLmbsqNAVsucllGraPiVYC+HvzZbM/UghBkjAIEiZ9IsimaMekGQgvAOgfD5yraQuHaQuwJ++XEWlE5TY/B0ZHcQyyHafJPy8oBRzIeiGtJNmn03bzX4/WOAq1nEu/bN4zvTjrRwYDh5JF7B0aB1jFgmGAJVKqWiyD0BHDSyL0hsQuzD/lLT1ubPPNBg/0ffnoFzcHwPU/SMT3DB/t7BCClCrraHexTp5Loy2v9d2/KKLAJRigxsM04wVp7gwj3odvjmTJVOsdPC60VICi3MMF7+bKgniXA2XXjw+EnI2sY4E+fAuxt2Pv0eCSeKvGedFojvE5cMf37YdD49P+PzVa9zf32PbLq5tdkGXhuPxhBcvXuDm9hbLsgIg3L64w14qRBSXbcPFdUahwLqQMTBFcXt3i+PphGU9oB4WlLIY2+hgn9NdC/LyeI9t23BYjtj3zUCjtqO3Btkb1DWHRMQ0iFp3uY5uVSsw919oh8jF50czhr6IpE84J4kY3gwEwXRUwBnK7K8brKMxxuEHlMIoa3TDfJPt2TFv4zhL7E8RxfnpgtZkSObkmnN5FI0y3DnmIpwfH9GWxcZoWVDrYsLixbrQKTQ15cJ2x6396q/9SsZoUIDYNTqh+H0ifPYnn751jzw+PKLt7a2/+3m+3hk8qlzAdRK5DDQQJQVCY38/p4IBVhuZqKZnHkop3tbXO0S1Hfu+43g8mRCiGv2u9QZtDYQVy8EP/wkZfH5RWJJ3uMgPfY4sriokURz7oFIisCZo1wx+kgWUoEbmchAZeoW6sv8AXsZGmQ5ejI8JgGjeT4N1YxveND7YF7oLrLq49TwuhmxbaQeXAoG3jvTDn9mFzJmnwGtiCmloDWkKHOYcu2BrAFb2n5oOC7MJVaMjAywGAwW5Bub5C8BJCSPzw2Ila9PozDXQYeRNZ8U6PoTxIAdxkCix/zcjuzFEeeE4uOw1o3Ssj7mO3/s4aDwnjMlAE8WSeABHcfC0TmC2rlJMAfpcMxXmcs4Ys+ja5iW915c6iBjvy8Ccck/aMWDsBUKo3z1DwRCGdvzq+noLqvTm3by//oyuKCudp+E/+F/+W/jm17+GYARhN7ptzJ05x8UduGrC8B2YS6FU2YWP2bSBSKC6ofc9ncFSqouiSu7R+GzLEKkDBxYAMhXMdlG6ZYv2fdjsEqUePO87uwKwSGeUR+eybbd7EBVQAWphSHNwtV9AWqFYoGKtroNBEMtcXFiXEJlNt1E62IVcCISK3hXbNjJ0jJLOioigqYNz/lnDqmPg1M4OtWI1yYAnEhkGbrugqzDAxqCorGC2zif71iHUQBSfA9i5a4Em14JlXV2HZcvgyJ8YChnBGAFFrGtSri0GiBrW9QAozPEUP6t7B4FQlwoooYmVF5rtMv0+XkIwE4iOpctSra04UZb1EGwNXbYdW29W/va+NOTn9lqWMratAsdjxb/6P/stEBpqYdRCqGRpC2P/OrBD3kEp3gj3JLNr2g7RBawLaqlo5kU5A8FLRkWhDaBifpUIe/ckt0+FAbcvJN3Ksrog9IgiqA1R7MqKwoy9NZz3J99DGL6ZhL4QTcwZzi7ACjid/tqWhf3qXSDdOg5WIugm3k1I088yhpV/n+uPFFaMBwtNMYCwgKi6CHFF5QJi7xJXGBzlwu7/RHMO0woaTBsAECFUUfQO9O5sz3gOHoknAwoYrQN76zgdDubhegOQTFx52RIAdBbobvMfgRyzer7ChXuh6Mxu23xeSvhthEILlqWCyBkaRGlkLXawhC8lIK4JjIXIL8N9aAo7TJn8zfnytUpEeLpsuHtxBDHhe3/0XgPli66w74CVGple6HR25/AO3zL3Huzv1QHT6swj/2CX3ND0V8NehD8djZZm0Irm93YHEFRt60QEFkCngyrQAahYIwr7ysEwrGjS3AZYqcLj4xM+f/05Xj+YttG27Sh1wfFY0VvDyw8/wu3dHZbDEQRCb9aZrFTGp5d7tNZx2TpUGFwOOCxHyP6I0+kGdV1we3eH9XB0hpHZpcPxhK7GgHl6POPp6QH7+TXa3nA6nHC5bOj7ZoBRt9iFQyBejJih0s2YKVCgqFwgm0LQoLSbn0Cc+2Nv3eK+nG8H49jEqX1mYSGyjY0rsEHExult17JU1KUOUB9jHgFkRzfAE1c+r5aeUlw2S25ZZ3Cza939D9Po5Cyhy1hKASoEbRt2aejbZiDWsuBwPODENxm3Am9JBoZd0iCMjOf5i7/1lzJoel4d8g//H/8Q3/uDP/rCPTRrHv88XT+B5hFnaZVNiaeAdATm6gBGR8/W5OnCiokdwzczgFyUQnPXG3aQKTIJmdoEMNTt8zTzKzIScRjMoMRVidmM1gCeMSLHOgEQoaiDMFqcMWVAGdOQz7N7JD/05S3B9nRvCJAg/jYDTgEojUyXJngV753AkwAWmK46YpChGO7A6zQeHjSAk2mUWiEwOngKkvnzMxnAo5HFA5lwLEYwFxl6VROs7C4sicn4BAqh8Cw1YGYljH/SXCnfW6ggGs8lEEeCqK3LbNOzMTZ9Fiu1GSyLAYKE1oBgdNoQcoApyuscuEq2j4s8ajq7Hjgmun59F3PTQGaGkrMXgDRijq3lvEfJoIGNnPc8g2XNswWayybASy9tcaM6MEyfH3ekbcyvx4v8/c/3Q967z9d4X4z/+Of99V/f9Xf/1t/A//T3/gdg72bCI8qwvevsEkm7YSWcJTqXCGGHC7uLIku4PHjqXQycVLMVGYTRZBswNwAwUMmE/xUsBBF73/G0Yt8b9i1AiMgmj9JnAllHGy5JbZ8B08gaLd4+ed8v2HeBaEGpcA0RgKoxeaSQM+r4GYDeLbiIPZIbELg7LdiZ0XZG36wrkjRBA4ovnQABAABJREFUqQcTX9UO7a4N0DtYR6ZJWkfXhq4dRNFFUh2QBkCjq6N1clsg3NymWDB3uRgrLEpPUaykuLi+IGQBmyo/GNYdZZTgDP1Bc3S72+FugSKm14oO3SFmLIt1VlQAS61gBUqv4FqsOwpb8M3sY+2JBxVBUSubuehDnjG1RLYP6CLYzg3gFXW1wFDccSUH5Ykwiai+NyQ/r9e/8Q/+Gl56B7Teuvl30rGU1bTNaHLhQNj2DVDrmIOi8P4bKMUCla07WFAMjLWSK/EkjNsOhuuNKHpDRKPJWIkDP8qyClcIhT9goGaAP4Cz7ZgB3SaGgf2OMLgKAkH1TDPYNH+kdwNelhCjZdtPrivGpUAn4fj8zsIDkBcXqPXDPVmW0UBl2UGrteCWps42XNwGe8acDNQ27R5G52KArVqHNprsIdG11gzD/foDO9vQguh9v75vZpssaW0AbuvipcM9y/PttQNMRtqICq3iNt7APuLRxn3RgAYYVt5IHtwzqFaU6j/zjnMRewAKEnbQRx1sq9k0RDA0V8wvUnRngDfpIC6g6h2ympVBtx7lwtdxxPvrzYuYULlYYwqibA0f/8RZH2eVgZizD/y2D6Vcs3k+PAuuo3mR/ddzRtF47xUAoDqBxuSf4/paXT1hPfkhHrtcnp7w8PiE+4cHwJM9n716jX3fcDwdcXrxEl//8AMcjkfbI/uOejzict7x8PCE8/mM1owJuDDj1eURzAXresB6OOGw3mBdT+jtI9y9+BDH9Qi2DDp039H2Cy5P97jcHnA+X/D48ITHx0c8PRp4JNKx3VzsTO/NSsZglfQEQfN4xST0jflYi53bpQBbE6AUlCV7TWccXYv5M+zzCEJ4ONhaRxMD9ZlCkoDAkEwWHLg8nxYANievPn+NZAx5B7hSLB6NcrdCk3i/wu2C+0tCkL2jT6L2qgqqEe9MC83pG0ulPAusEy3ArUF7x7qaELm9hU3hxn3rGXOwswVX58iPun7zt38Tv/Hbvzk+w27UV7Dij/7JH+L3/9P/7J0+62fpemfwCInsjm1qi2kysB702iHcPGsw0LgcbD+dm3SQL5Cou+Zi1LE4jBTiSHZkSby2EsO4z6yXQLbttXGYPTMthAzqTVQQX2DF7JJugYQQoF08Mxt17bGwXffC0W/Nsj5c3Yv68wf2wA4wBAMmxcins9vG9Np4GgD1nO53fakqarUW06NsrTj7a4BpqnDHYUL+gUTwrRV9dcR5esZ5jKDW/SABxoHAEpDATDh75EKPUQYZhzsT2dk/Ca0HEMXOpLHhlmdAWXR5sjszDYRrR8nuZWREaFp3cMAuxCbnchO4IGWkLAwIvF57YICU3/ieL1xX+iZCHbRs+HGY4uat5VH5HLIazo0fuHN58vMvxLMDeMryWPcKZMvL1FmBAaXjPc5WI+B9J5Kf/vUXf/3P43/xD/41A++8MquUgsPhYAEZjzVTs+baggrhgspmf5sHJbFGu3Rsl4a+NTt8yctWybQkogFJKQsOB+9yxEMYHukEmo2KtruX82YaSbVgWQNEaZkdNFDDxA+bAxvZbYgJNVwBGuDSvu0OlnYHMTve5sgHC0DcUTAAg4cGGjGYBF2BSoICAYuAqOOwVLS2Q7hmhsra5lqL4QZLgtj4M5hX3D88QVVx0huU1cBqUoVoA9ScHhNbCDsQ4z+caGY2UfK9GWuJuttVz6AV05HbekPbTHtF/XPYP14jsC5Tdhea/vWg/BsghcoAH9D2R5RlceFsE/cFBCgVSy2AKHZnqnaJQH64CKGvsPcdWoC7Dz4GYKUp+7Zjbzukq4Nl5GLqQ4zb7FoA6JRda95fP9vXv/zf/3V85ztfAVX2Vuc2b+tS0Dbxs7k6u7xbAIlgsAgg4kLSwL43lAIsRNmJNTTNllogaqVgVMSYNKRgVnQTyfTXW/faXrqzpW1vWZm5GbLCjPWwWmc/sURVLQpK7aQ49o2JU+sB+/k1allwPAHbZbPSkN382LrUDFKsNfTwEYYP4uc2GehqiZvwfQFydlOt1rmx7bv/rhurf6loe7PPJwaWBZ0M0B4yHNbJstRipWolxt0BdWYcDieUVtHaGaK7JwMLulzAtBjYHSXMrN4J0exfcSfDNFAAqF6NK4hSG1McNIrOsAH8zZflsSi7mpkvXhAsIf9IVLczSgxzYtiTDuZ7qXTTPVLO70pHaBFIJ3QyBriKwJpHaTKORAUCynEiAljU7FnrnjAcfk50Zy7vwaMfeQVDRaEuku2g0aSDRO7vh7+d/wSAw4MxhGm8TcOKkmwQl5F/OMtUw09NcIoJWo3Vgi5AxJLhF8yO9ORvE9kaFPeTuwqkdXz++hU+//wVHh6NkRjC9HcvX+LlVz7E6e4Wy+EIUQONtQKfv37C55/d43zZrPKkWOXOvXa8fPEhTjd3uL25s71aKlQKRCyGkbbj8vSI8+M9tssZqoLLw2scDgUPrz/Fvp0BaTiq4LSfQUz47N6esbIxuGopKAxUsnPd+hJaMrGwlQsWAvZOOCywal6PxSypbfECcbAOFSDTuGS1yJypZjIofErAxrYQ0MvbgSPAK1H2Pcce3W2MNEAr6vFkrCBnM0XM17tg362T9babn7ksi3XOhc9pR/qSs/QL6RnsoLWjYNmNT2F+TKOGTLh7nBuvD+mdwC9+Wpzpr37r6/jrX/3Ehi6TF7ZeP/3+n+C/+H/+v35K3/TTvd5d8wg+Zi6wOW+6uKJWEmrtFcFIIef4kEQNEcGzjm5hFCUMJsblMQuii5cdWFO9awTo+VnjS97V5KuIl6nNEtvxeNFlZrR8nZ0GAFmXO2e9MsvxFo0RYDBbIrNFFPTMeILn0My4qQDNAAfScuQxFjsNarXoLGYm45MN0UnAT7zWtsdrZ4MdTpbf2/OxVTglNMoQJqCP2AKYwuEo0tVnxngleOSHTnRKy1vw4MnGSq7eJ14qo7HeVANsTsMwBt+eAoXGf7v1kxlljncFlXJ66Ddmhqb98QXXPGYayCERovNcvCrAsQg8rz/j7at6sCpwdc8zJTvwTS0ab7p6//U4GfyXQOez75o+9v31T3GVwvj3/4O/hyPf5tyejkfcnE4AHLTzPbosFuATUYKkhdjhdXKgxJiUTZoBgRpacw46qDGPiotaxhrIwMRZhrVY943WL35X5KVNS2oTheNXakFvG7qaDSjOWGHuABnQ2vYdIoTCa4L28xKydTvYm63vkN4xrzxjqlhZh7EL7Z5ba1BxUAtWkrZ6tpm3HUzAUuCZJkUnAYuBSiICLh0RkNmHmu2olUHHBcxOOe9Dg0kRJRB+LiEcYHKnCnAhOrv3sCFanEXavJTYyopDsyRL4sI5iayGhqkisEYMRylonj63JzR6byiwbnkHXsCF0NoFvbsjD7UAOpoJVHPSZHKwmQgooyzpIhf0owJrwaIFrEcMQVk/qN0QRnmMra3hEyQAPgVpf+6XPsFaC/7T3/+vfsLd8/76s7i++Y07/M5vfdPKFFGwtx1f/eQGtRhAjFLRuoulplwBJRitEAu4xTviQAElMFWAFL1dYCxoeAIm/Idgjng3MS+3hIZMgKaofbJOrs7N6OBD6Uu0vaHW6mKytg65cjKM8t3MKFzRojwiPm8q8wpGAhxsokg6AqmVloEKFNJ8tfvYsHeJtM+xDl+7mhA0lsX8D8C78ipEp/JWL523LwMEm7NnyLqGkQFWqmLC3iqQuG+JIGgG331PCqCkycBmENSZBlXFhHzdHpKfJerB+miegxyr2adLvyF9K5n8Hr0aZ/9POxtifKlYtyUxzbwUfVBMZ5fGp+T/8sOYbb2FVqQOvzfAg3FPrhGlClJjSDIzeCHU+j5B9kXXN777HXzt299EXUoy4aI8MsChSIDmORmJDY6YYsQsM3YUZ+21U+0xJwX3xddbnC2iucekR3Mi21MEBjnrWruDs2KAgTQv7QKZ1VErMbuczzhfLri/f8DeupWZqoIL4/buDrcv7lAPR6AU3D9c8LSZ2DUz4dWrezw8ngEyMPd4OmE5rCAWLOsBh+MR67KCubiO2AVEFZfzGfv5jMf7ezy8foXz4z2kbVhrwdPrC1R2FFKwdvunVnBhfEV2JwcQSnEg2Y/kxsYoKp50sn/MW2EH7juMdTdaT5OHUBEXmBaQ7B2B4xMX1ACXPF4GLEZm/GhWsbiO25jaiH8JUMF+OaMR47Cubhvsnkox7pS6qLiSnQ+79pEMoJk9FmsNYHSINDBqMlPd44L0hseHB9R18TL7YkmQwulzRRxPQJIsZswjn+MnvIgYZZnsphsrVcWHn3yE3/xv/nb6wulLqeL+1Wv8V//oH//E3/fTut4ZPLJBmsqzIsCeNnz8juwN47XpV7qTAaeNTSLqQSUkz1Kod1awM2B8SQINzlqJwDk6MUTH0HEjo8tDBNPkX2r+dgAX4zkRi8Gdn/EYEZRb3TSX0PyRFBSM1413+KbwjyUPBsZeobGJdLpHymHzjxp15wHkyATe5UaIcSoBHtkT9BD5EgI5BTmfTjW7VAzRyQgiRrkXJ7WYxthhdMkYGQYHSFSgrqVU4gERw6v5Z4iQ2dguEQlhiLQFYOHj7xkJY2TZ+5l0Qm2RoOOM+2iiZsg1EC8gIqOPh6h6zAXR+N54j8IPppyRMYH5X+HY5FvG++O1adjGd9i68DHVMZ/FHVPQ6HAX92aMi7FWxamdjv5EtGuvcfpsgaPrOYZiel4xUC44eL03bC8yhrDh++vdrn/lX/nvYqmcQHjM23e+8w2c6BaUeg/IEAauVwQE+2WARBGcg2xPG+7BqaUVU+/mBnCbGWVi0ZUCaszK7iKphYcdrlitTETVnC/bVJOj59oCZI56UpsRXYmMxbLvOwDGUo9X5VPPgxmJg3G2pbH3/PuK6yqAnH2qR+supJZ1s+GyEr7emgVnPbLPBrV1dBQtQCHUGvsA01YxMJrZOzYpAc4OmDV6CFOJxmSfx6Hm0+hnGgEp3MlsZRMGinHOkwDQ0F2oCu7hfKu3KncdhxC0jXkggpDtX2vF66W2ZBhQ71Ey4HvekyIiHdQJnao9f1eQvxfOAG3aXaiYgWIBXBHLMEt04cu5Cq8VWJYDiBpEWmbtjO3kQbYCh8OK25vjn3JXvb/+tNftqeK3fv0T7L2ZELqf7S8/OOLjj29wWA8gNs2LpcSckQf4HQR2Uetl0kYrEG0gsT1ljDz20mzXJQzFsSlSVFUIdfcrBCrdgE5mkI4SaoFpl5CvH9d2tyDB7UlhhsDKJ0sxJp+Jz9trmaOsdT67I4Ad42OAz2gswmTCBoVM40WZ3U7Z50TpvZVXKVqUmW8boJrAf2gSitNKRS3QilLb6FZlvphCpPr+CgDJ/RMbOSS704fTSgV1erSRRBoA0hef3ZG4skDUZ0QV4n71zCZHfGo6K8M/V4SfGolfyTE1hrP7e5M91e76JuTsAGaQANjVOF86zoOYwdCMMukaSl06pbnj5CjdD68XqpDWrEzXGUpGvnYb6WyDm1vGt76l+IM/+OwLx+zLeh1OBxxvTgkSRSWBMY4wYrTY9em/TKLt8HM0yp5wvQ/HFX75xCAK4MgWZgbcAkCvzukpSvJ4I9mD3fefKJpEh7GOy+WC16/vcX9/j106al1wujnZumbG7YsXKOuK1hWXbcfrhyfsrQFkRICtE8rhhHU94nS6weF49JKobmzBYuy/tje0bcO27eCyYr9seHz1CueHB5yfHtG2J6A3bI1B2lBZQcXsXCUbt1IZ3HvaqQTnHGhbSsQDgmgk1X0sFyqQ5wk9l1BRD6ht7Ib+6rAgJrWRszMJij8vj31+MRHWWkfENCep1ckjZMzA8G+CubjUCnVZTRBcViAEst9cNRAx+6gCZe8XrRziXGZryDSXQQQWBYWAvhZodTtFZFiEhqh2Pvj1971l5T7/RUTC6v9+633DEjZ3L+98eQ8iiqqiLIut94yTQ+IG2C8bfviH3/vC8f9pXO9ethaBJGLONJ8wF4n/8m2bPw78MC7aAXHKfhxwcQBHZsi+k66Rvfi8KaCP30iIIBe/GQWs5IomQNW/D+M18YB5JA+YMR8rQR6ZD2N71siKGJ0WAKbAKE9ZQqzuBE/yNZQbIcZJqF9twOxAmzskZmI+wEfwEk9TqufwwugGa4CspXNoMcX7bTFGxw24GG6UarHX0ZNDJ5qGIrIOM/gnMFG7IUzoQJF3mjO9JOR9MDGk+BxGIDmNP8efXFKvXSGzD5iBsipMFDZYONM0RHaQHbnOiSIgtEokwJ3wypSywSBzjdm/cuUCubSxESgTqFjr18jg5bJzgMZyrvZdycSLWaWx/sJ4hhDktUbVuI+rMtxnBi5KiXLPwe9VR5eVa7aXkSfk6vNGRuL99fbrV/7ct/Hxxx+mHRQV/PW/9ltYFnZtCgNUAfiyG6xHClfHyy6zjpz5Kt6hsf3fPHimJY3JxtS6ePA1lqKIOrA42VR/D/MCouisM/ZROCfh7JVqZQgBhNpBHl0pzfYwDdHWWMvJYtNYoppdGDE9g9XE1+vMvoMopd5A+tlK3VShZIHklRBz+p2a2eYI9EIfTfIrI0sdGhkjSVGXOgU7lNlVDSc29gfH3jLQPrr3RCaO2VtZd6CGU+JngIqgw0oSuRIQ3wGFUGhLxfeMtUBkbpx1E7LEDHs4nuXcyYDycVYAyg4a+9klU2aNkZm9whWhWQRV78SUp2gGggNCM4o7AWhC4OjWpNZ1KpMOtqB+3JZ6f/0pLybgm19ZbLy9bJ1Lwcu7A379V76C835xwVtbLVyLt6fn1LkhmD5i5AsBO4NLWVDKavPOQF0qWrMygyjrD1tkvl28pwzbFmdl+HtekgZY2VKhagC2eA3vdO7G54/OOpx6FBLdvDhAKHedMOxbfpYC1pFy2itumzjulRnSuyUME4D1ZFsXC+bKAJe1LpC+o7M1C2B4C/PKEB3McKiXyQgBxe49RLhbn85scrFvcnCFAHhHQ5E+9hIPjRDbl+GLejmYv39OjKaPFTeEmGOndypAOjL1V2X9TM5OGEmt54xxmuxejHp0ipzZ1R1xzgSgHqxOC9bscwYjS31NRHgQrJPCjOb6qqPlt5fJxrDH+MDGLTtDwWxo+IOlMGp98R48estlynrFkgqeqWDQdNa4D4mRMIrGNNfJI0rtqxHDPL8mn8B96QibcgGLB9g84jqd3xtBv5+z0q2D7LKu2FvD49OTtYAXxbZteHh4sLLVteDm5S3u7l4gWE91WXFpHY9PFzztDU+X3SstGL0rSl1xPJ5wPN1gXQ+oy2I6btLN7nnXwm0743x+wnY5o64H7OcN968+w345Q9oG1u7Jn4bC6iVnpkW0cE2ts0gMph0AAD/TC7vER3R2hqaNYIIJTUekebUvCdGBkaDeoAMJF0XckOG/KiK5GN/xxVd0fJ3Wk7m9Tgzwk6GZBqMSg1VAYJTFGOyBJbTW0NnE9Fs35mB2YYsP9rVgvpOgMOCI0nhdxK2kBjSpie8yMZZScnGSKkxw792v2aed4zw/TjGHoXmzsXonXz+cWYViOSz4+BtfGwk8NfBIFMZgu1xGLKDxLou3z6//6ZsAvDt4dHVp7N9xkYeVI1bJn484d1CB7UCSMSh+aMyheLx3sCoGYHQV6PgXWAAcToQdRG9DI69v0J/o+gR96zVKewIcCQ0HU+VPzZvpkApH+tnojQM+F7bnv/1E43CE/PcpMh43S9OfMQ4BIBGlwNyyuIAdCCLd6pK5gCJaEs+0Y1rAATYgQA54gBH6HOFGuPipO1ejXa3XGAtsJZfQnSLMJQsB0oiGbolCu0DK2OxxMgygMCjgbF1/SEDcvfuvOxYdprOgVs/PXPzZnKbpY7YUgkQHGB97ZXgNvwvbUgFrADY2T7Us6WjMImjmBtslpCaASwWFqpUDwgxjRMyqikL+GVGKN/07Ar+pOGQKzt68ZmOd617jvpHfqXFU/Kj17ovRll9u4OdL+Ut/LcuCjz76wP7ia+Lv/J2/jn/+n/+1ZHns3sbetHsw7VdfimLzSmEAyPcVDeAC5FlqhYOu/nqNQ9z2Uc8gafoed6JLNQdGWh9MNF+XhOmQ0smpTzvL6RQyDUYiIK6dNIxHBhduGww8jpKESTTbHZSwZWn/MIcwtl/qcvK2vvCW9QoBG0PCv7O1BpDX+5eCwlMpZhzG03kTpdBEXg4W51rYUMR5ZVpTtTofnMZr4qzR6OqWABmS/t56BwmgVBFJklKt0yj72MkEtFnA62VADloreS6QjRmkOclARvV+X90bGLB4EBbLyoQNkDYVjErFgaSrAnMfIhND7QxnQzioHsO5SwbnXEyUM22Qn9vMBZXMzpJ0aHE752wRy/j/mIP3/fXO183R9eh8GpZK+G/8ysmA1oN1lTkcj6jrOgAAYi/7ZhOgdxCDHECQbuWu0aEUZGVeTBXEFaY3yN4hl9JRNhZaNz9PFApGXdYUyA6w0diN4oFCRYA+IoJaTYdNm30mMwFuB4zFFgkbTUc8fFHO5NvkFwGwbiDIg1FVrcuYUU8GqA12OzLsRIATURrRAQtA2TUXw16tK9plB26OeHg8o7WGWgnrslrFvIYAuAM5zz4/NJTsDGYwV3NOUPJ1qgY8xRFtLpYL5QcQklvLwKMAczSSBiF9EMCOB/bdm4XYr5z9yJaItYYrBtwk6zE64KkD1nhmC/wuyKJZq+j1+4xr9qXGuTOqia2cxJLLsg8pCVunwzexuUfqsSjD2HBMcDMNBVz/07oz0WKsKGJC2+FMXPusMukMvr/GZdBRzfnOuMz/F/svJGaIdNpbwfflEbfMHz7FdZQl7SPOo+llyF/56ysnizl/F3+P+n1R8yM89tj2js8/f43HpydfY4K9ddzc3WI5HfHyow+wrAeQmnTKtnc8Pj7h/vGCzT+ri3WEpVJxPJ5wc/cS6/HozE6gKbB4F7C+N+wX65j29HiPy+UJy+GA7XzB+fE1oB2FgHUhLFzQGlIrznQjGbUOMHYpM9PHHtjYnwptkj9/Duxuvs9JvUQXITtgtmLbLskSrJP+IZEBWiG3Qm4LUCoAE6D/og5iNlXd5BVyzUzxNVHqeYbaq/m37KxncdDabN66VGgt6CLYH6xJi7HxCSjWEdiYb85i1blmZKzHZGUHUwmwYLIzVAqomP9G7yiU/S6XR/fDl08ARSfTGAs4fFRJ/CCAKPPfnWChwLoe8PU/912kbI5E13TBftnw/fPl2Xzo5CK/2/O9u+ZROvs6WiRiPpDDoearn0GHdkUEHxHYxGDMh4g5nHCxPF804sGUO9vSo2OWZV+1Yzq4RuYYESR/wcXkWhIZLE2OcQQ2zwLyEADtItZxiwAVEw5kXhDBn303Z/BmFA662rw5bpl4HQFbIAbzmAfdunuLZAM3yAQPvaXreA47zIt6PXJd0DsZCOR6GwwFK6ErYbvsYAHWdcG6mGMZYoh9t9aPHc1o3LD2sFyq2Xgyg97a6JQUnCESQDYHdygCFoIu1vFNlUCVsMC6g1jra+sCNLKADAgn8BTrLh0Xd9hyrHIm7axgncASxWSoOB20vG8dm3Yuq5mPtkSO82yanJ637DsKDwi40k8gd3KvL53uYzh3V3HidAgk+Jhnog7BbCYHF+B/au4d896uI/WZoZW/mj3QCez8MsZ7ddKAievP/+p38L/6d/9NAE6F9gz21XrzweIEYdwZB1ntea6DWLlWq63aQW6iNej5AIgaSK3DD8TKPKLc9OIayPMEcSFQKVAXuu3dKNvMjFK9+1Dv2TwgqbBQo0nnhnhz3rtIBmvwg613cZtdsC5ArfFseGPdBmAWe8JYQJSAriijlOX6SylAqeplc+Tgdcms5nqoqGXF5XKezhE7PLNjI4Vu3Lg/Uss2B9iVYDcB7EKxczc3gtlUAqG6iK1pPFnp21oWXEwQysvXJLu31cXsKLkm0+5tdIm93GZZ0O3k9w4nMS7iPnCcV5Y0eV6SpuhTAoJA5YggpHNZoPA2vNtmgsa95zrs4o0sKuHIK3ZvgVk8+CRmbH2HNtON6L5+YlwU9vNSyih3VjEGEwm0tQTgswTz/fXOF9PzaMvG/m/85Q9wWMiAvdadKWfrvdRibDsHh/bWwKViWRcDaIAEkLtnaOMKlgGyvLbCFm7MLYFRUVhBhbGUFYjMtLUKs6TOgSByydIlVOs61LYdj/0JBEXvjN7s3JceTJsou419a2ucE2iJUCD2rSJffHU54zOcavXbEy/hYElQZ/YzAPNJtnYBLQuYiom3tma+jzDQe5ZWhMkMoKk1Kzsz7boFqhH4ud1jJKvx2qcmZ4zBwSMf/3nmVWEqscUDC2s0YBPKEPjfww+3D/Y96k0BaOgWdRWUSuiXCyjXWdhocltjgY6qadslUzH8lj7ODJCddV0H8yFAO+lDz8mY+yMxbUwtSxYaY2QEVgZYESD22bwYgCXNvuOw3uC8PSAALqWwnd20XWLcaDqLeE4o2Bqhtzl07y+/3O8GoagBpyxsa8n/ZyWEkvvoKukf/jqNz3rzG6ZkM+wstL9QMvQirawO8oXPD18zpLD1IyaArU3TX9r2Hd///g/w6aevrDzblNZBqqiHAw43N/j6t7+Bx/MFr14/pPbX6/tHNJd5kGjaQWZbeVlRD0fwukDJQI3WrERuAaPvOy7bI86Pr/H0dI/L+QH7dsbDI9AvFyyVUMmS22stWAugdQWTosD2Q3QrhSpErYx4jFP8ybBmA/vk43t4SRZLt70BVGAdY12nqgym5eF4BHA0ULtWBFBLRGiXR/S2IcEAAMu6AgD2nd3mvXlZQq2NtQAegKICFsjaDfPM0He73vqOgu5yAibgX2tFAeHUV+z7btrIHqd3j2tubqJZlLOpSCzphQW1WkMXs+GmecTeaEoUqetlcVwkbt9hi/zYi67/MwDvMJxh6xxYnzEX0ZndqyDX+gRk+lS70SEuAHBd8NF3fxnSXRheBK0bE6+rpmTEj7veGTwKCvO8NO1BxoGX1MRJLDOc3LcFm3nQ5O8yf5QDFtngLopaxvfEQ0NGK2C/kaytjfsqZSr1UbFWgB44CRl6qh5Qjc4wZriYjLGTIqYEa2lYvb1jb/6ZAC316rU0MXVU7ey/bLtllZfVMjwM0x1YKsBkrBuvYyfPlOj0fEQ0tJZinD0woskAP28jSLBMQX/WISvCj+iSAAxR8uhsF5d12cAUWF2LOlMGdSYMO3f/mQGIGJ/4/gm/ubq4cCgkQBwkvP4uN6QandYY5k1o4GfT68PxgLW5ZgF1ckGQuBcLuIzumfATIrtJtpdNywHzTgCmRXM1svP9xp8xHm/BESfgSFw3Qb3jgP0yv/PZ2L/rFZk2iALR9hY2pwq5AswMN3KAVoaDPkCOL8/18uUt/qP/8O9jrQuWZUFZbkC8IDoAAgPINDvo46bwLEhB5RJ++LCXXqc++faAqrWBF4BaszJNpw5XrFajLnaomE9kpROW/RIclsVp0l5C0htaF5xOB/ResdSKvpugbSmMLkb1pt6hXdxu69u25Fuv1hue7QZE62yHkKHokP6Ith/T7tdlAXFFqew2WNFVcXNzsoygA2HWxpW9+4a1ilf1xrNu54q3XGYy+wPY0m7N9lCT3cqmAISeWhcFWuxlE9QMwGh0MwKYGy4MoI1MdSmLn3WACFsQ5Vf1TKOIQJudK8EwEM/ad1EUZ2XWWqBasiNdJAVsz4UjEHvOywO9W6bCx01MX05VcXtT0FvHtm3YveNZKQXLskD6nQH2sPXZu0J2/yx3XiJQHOyKjr11gFx7i8zeqphmiKgxQok0y5db62/YOGJjHJASUG1dGH5weMeV9v6K62/9C9/FNz65AaRbK+fLxfYumtuBDvSGCmfyRLARjmi3+TweDlgPC1AW33NyZZ8AWGmKs9YKmRPdpaNdNiwHQlkXEBEeHy+4uTmh945S2XX6ANWOvm3YnnZAKpZF/ayxVW1d+ToAT5aIrSljj7SMFy2hWLOjF9FonvJ8zQIYCcVR859JORe4iTQbFISznHCqZ9vfVNDQoEXQqaHAfbF5EsjAIRVCDXalwrvzDr9pv+y4f32PWs3+L8sCrgWnpXoXukBLeGSI3XmykmAGobtvUfL5sljdH69rA8s4z7nAATwylraqdQp2pvicyBRRgCVfo2rAEnmQ6XGqf7aNH4VPMPuAqt6m2z0Il6Do0h0owqTREfd5AlTQoZASJUxq4rY8fE52jT5loBZguzBa20EO5Cn1kZz+gqt319SKcc8hmM8vC8AiAfolc3Xe+bLugsN5v2IrY+xJ7t6FjQxgopARAaA1g4S3fIPv7ZGlzbmQ0Ej18woeD1jiIiYsOFC2V7ooerPEXGsdj09nvL6/x6effYatd7z8ygd4+eGH1gygFrx4+QL35yf8/773Azw9ne3r1ZlvqugduDTB6XSDr3zwEuCCporj6ca/v+B8PuNp27DvDazAgRectwse71/h/PgK2/4EkQ2EBtkaWDbcHG5QCahMWJhQmSDdnmFhRl1MK6hNeoNNhv+RW5KsvA67j5tjH5F4s8YpFxCvDh5F6Zs1ZdnbBovzaZTF5X8TmO9ynOPq7uCu5YKl729dN20v2Fvs63HOBGNSHFRuVCzom8KNANNbFweYCbtodkm7uTlC9IDerSlJbw2t2X4/b4rVuqeYRhoJSBtIFL0xDqfjVT9qs18KoGHbrHwwGO1jrAfT9k9zRTRlz59fHL1WIOFDkXnRYd0YsPNCrZTRQHmyORYG2LW8VDNRYY2zCqjYc3UycI3c30ThZ+flj77enXnEjDqBMBIZ795g9YvFGDDqujboqacBBWph1DLy6x3ActWByw7NaCHcISC2oKA4XRVELvAYrBP2ke/uOCNR09CB4VANxbzExyVX+hyDDmavj8K0LxoU2CEKNyo6A09IMG10noHjEO7oRF1mggO+gKZDPUCiKIkLh2s+/K1EzMearj9T/fuUXddjAPdmBN38sJdkRPGUCZp3D7gsyCk1qJGDIhnK+zkcpViGvkvW0+Y9qprWlQqUg4oYDzq0BuIqNGXNu92nObc8DREh2/XmOTN0SGxuJGvsQZa9FGIwxLKhDo7Y0IdTM62WyWsKZ3N67LcajvRpJ6c2ar/fgF6eHZyqDgY4IwQLP/u9zfcsFZK4Ttxq1pB7ViYfgaf3zI6flcvoQPxy7JkA4Qi8vxzO1L//7/193J2OCJ0coKd212BSXu9jK/00QCEOGFHBQmwZ7VI8q4C0i6RAp24t0X3v2z7xFu0uIKtQzxZ5VtTLL70a1AN/AbRDlKEI22gA1Vqsc4WoQmrHvm1o245I0Jt8ROzJAKORbbkBX5diTxrPXkuBCMEErBWarEi4Te2IAl+iE1DEAN+1oninkBjLKI84HA55xoQOF5G1uGbv8NRFcdnEEkGFc24IBrqcHy/oqwl2m3tZrDsd2ez11oAzoKuVXAFWIkbEuL29QVfFftnRXHxa4TZzAn9jzzF7Nh7DxihcyLF1C7IKknEU54yookbAW2BOtju5IgrZN2u1OwNHRMadYNvTrfkZLNYthRfXhItSYjGbzsSGqxd2Fqu1/2YotrWaJpVwHEC2xt252NWyUgMMskMo5oVJAC6AjpKazgK4/hJgwell27EuBbUsqNVLf0XwS9/8GL/3L/41/Mf/+//LT23//qJcv/GXfgnf/eWPnWHYgN7BVXF7WnHNgoPNiTBUG3q3tS8A1lpAlTMwAAHKVjrWmreiX73jXynGolarICu8gLDCzrHBYjIGD6GwMfyIK5QVvQGlLlhKtXbnUHSxssWlmt8i3tknzlsioNSKpQs6YQi+smXVZY9SR4C5Q3UFksE7/CmzGQY4AMDed8jFWzlXu1+XvR4D7JnaWszn3GlHlwbhYDnH+Wj7vYbmkX+v6biVFL43u+fsGSIvidnw9PiUQdvxdMRCBevpiH3f0WnYF6oM+POavx0+UEV3nY3x/QYuR0maqHpG/80DmlDyWeH7LhwmESstlA4v/32TMZBJrSvAJUcm/eze+7XvBLMmIllgB9UAFjjLYxSMtQiaj58xzUbyEAj9I3t2gWvoccm5eQ5kXd+7OBuh+9kW59V1Z+FgnouMoFnwk+mbfHmu8G0HkGSAsUe/HPyJaQ9NfwPszIsKAnjTG4SGWaGcj3nRJZO4N0TC3ECpIIZ44iv8KVFI69guGy6XDbVWPNw/4OHpCdu+W2zLBevxhOPdLYhsHzxeNvzh975vtulwABGjNUHb7UwvlXC7VnzwlQ+xLAfrRAng/HTBw9MjFAYG7/sO2hqwdXx/23A+36O3M4galiJYDoplKSCuAI4wCWsL6GshLMxoqoD42LlkSuh6UcSMkbT0fcUMB6ytm+NM7qi1mEZbIQAL4OBRCp4zZ+UCTe8FkN8h0gfwnUvC4046QIt/75W9EBDv4LJnjBy2xcANmIlidv2R60uVsO8TiOIyOJGIVVXDGuqK1QWl99bw+PgIIkuWWekzITWFHfA20fIKYhmkWwdctOzoEcNmVRCyNDPi2+hIGfbfhuRHgTERIE/IkdurWMexllXj9B2YhJKjFGTr391zkDCK6xX3AFjVCAK9q3UdvSJjEERMV+o58eSLrncHj+CBtQc/5qzQpOHiC8Bfe9WOni1DU53yNdgsk2HQgGpmw41cGESUXaGqB2Fj0V5HzkmHnwLj+IOmN4bWQwJG7jjPA3r1FW8ZEwCuRzGAh6t7Il+kZIdo4anbyLPLbIBYXOifGdTE4TBM4JEMAdgEnSheKwO0CsieHEi60mSCB0AlqfDiZXgyHayBRtuD+Ia3wR7IcY6Bvcf8DJ8T0WQ0yCQeC9X8HJC1nq3xCTSxtjC0VCQ3WDhdRm6tRDAKZJRmjXkMBts4xuCg0TTluWZxtaaTD+cO408CnsThmcBR/IOI2HH1fYEuq3kw6VwDYxwio+rEhbxi/tSBtKu7IFinNB/TYI9FoDuv33TCCIgiQCYLQjWKgX+UPfw5uv6lf+lv4qOPXvrj2kOta8Unn3yIZc4Eq4NH0/yTB0ekXupQy7T+7UXM5ILR1R2rKFMYa40KoShSh6irgTDRyScBVB57h4q7YTEdZOVpGowU78DDDm4zFVCBF54QpDOk8tiXAXIrJSFNVdF2oHrVWDjTUZqRhyM5pZmsq1fTHb2fsLcn+zZ3PigEM8twOuOiCBo9EBuHjDn4xNGe1x0Ftpa0pRY0LzeQ3qyUZG/GdNg38FSnz8zmkELherpeymZBFaEaC4PIwTtkcsDKbHoOtu0Rl40npJikDT4m8Muz8IorHYAQDlXtkMbghUGeJKFuJb3SOzbYecdUvPMUzGjF2SVjzxLIy0+sA15o0ZlHYQDXWh1gY4Z0RYuScCYLMM0QJEuLaCpB8Qfpzojk4nYM1fSMdDh15Grebd8NxAhtESrpyEIBsJUxn47vO67d3Bzwl/7St10Ti1CIcXd3xGEt7sQCaARe1LWyMPkS5luVZcl9zFygrQEkOKxrst+gozNiF0FXAYu1r46yWi6MpS4ovHiZvq1nq3a2jmXkGc/eLdhZVgPAa1li69rJ6fo+obPUtGNvSIZKglow7i97ydgQsDbGQGumkdHahmU9eDeQDhNUxdibHCVpcnV+Z5MHL8EkEJjU9DH9UFMvj3Pvy8ZJzDc121UyM2tjWAA2EA2Y/d4IjPwMd39n2zb88E8+xcsPXkJEcTodoBBvGEIAF9ACn5ue/qNCUcAIGYe443FF0wtjqFLaqRgTgNXEukOfhGgkT8Vb2oc9JDibM1lAOoJ2j2TMPnD+3Fj+xf32KC1UoBOWZUHzsyYErG3tmr6KzOX5/mABU6YXPjlv9l7z9RLQni4DJOweIjEcwrJd+pXPF/60Ma1MJ7SU8Vy1FPyFv/BV/KN/9P132sdfhuvXfuM38PHXv+Yl3qbTFQ0xRjOMyUeAnSXuVk7X8LMzcRHhmp9b6ZsZ3QIqMIBXesYf7OexxY7+fj8rpXfs+47z0xOeHp5QDyvOlwvOT2ectx3LesDHH38Fy3FFKQVdOh4en/D561dYT0fUZQUzoe+ha2jt7tfjEXd3LwAiXC5niN/D5fEJfdustHvf8fT0BD3vWJtVuEi/gNGxFMJSC5aqKMUIF0tlsHdLJiWQCHrfUaiaPqsoziomt+KADgGWfIRXY7B3mGQ25mLEHg62lqjYYMZKBEFF+FWjgigMakh+RNwCtwnGEHwOHlFo0HXxhlg5w/kKYgItxqY3nU7xWIOhewedTe9JF/fd5jjSbVR+WiXrvq0KUZuHuixYas3GDMu6gmvB/evXSXYIn9nGzJpFZPzqwDxcl5EoGKziQS3ZWVl48hEJcF1APK/imHAhvPmfCRwN91En2WTfD4TB1sMAlUKgXh04opyz0HCKgXI7Tr4P47kToPK57TNz70df7wweKSxYJX/yAGfCCY6bzoBe/FFoOMqJMgLXiLKGYZhYPlcxajgDFkgYddffi/Fzo2P7JzCnfkcECpSf76VTMloSxiEbJ5gNrr0nEVGM7xy36Y6b0wFFBrf5TUNpzJwBYj0bYwcETAiMclKBoAcHqBYU9HE7eYArrAthPK9qgj05rvGe/O8wvpQASmSZ5gN9bik9D4XqGLSodxed3hu/mw//4uAJxdhjODuY9K48Do/5j/fH/Y9AfZD6Bj7oB4+j5AF8zbMHqDMKNA1HBjcI59e/Z/Zs8Oxj3vbf8XdCZtjGPzq67cU9T2M1smg0fagOACn2DcZzOv6Wjmv8NiRwiBx0oNEO+GoRTTdDV/cWAz6ArLet35/165vf+ir+wq/9MgAkQPvrv/4rePHi5ho8WlzIGOaAFjCUrDW1upWWvjnVc0G2qXehxQAq8+CFMZGixC0Yf3Yj4UTbHHZfz+bsz3Nvl0qDeulW2CnADpEAi0x/zBg/xRk3go69XQwAhhFFipDXOIdd1fG5uf7jOZCgUYmsDZnzbxobts9qPQBo2PaGcbzZ74itS4jZLx6HNTCcFjKHhL1MLZgLBlo002rSChPtnZycyRuI7DkTsHgZG7Oxtri61oc7IAGsa3gVauD5CGy9ixB1tEhcJIA2avVVyGypB1nxXuJipc0eePcYYrLvLjQ7d4C6oGZTa1ULNVALQjlP6gB86MkQ4AmMYT9tj06dmRQpIjrO3zTgsYhyLtgDVRCwwvUAwklRydIWqyc2pzEYD3keaLzefl7qYCbFQRTPHgy0L8PFTPjlb73MwCv+OZ4O+OijOyvRrORlrmM/EuAtisV9JgKViqJAFaBjA3uwoC6/yLWYI+1ZWMx2fTpTzVyZzzY3wCAgExgcpQ2lYlmMXTR0egYIVEr1ZiiDiW1lu7ZGqxjA1GSzQN7Xa10qin+fdRKz7mYq0YkLJjbbG4q47iLFoUfj3PJHZACFjL1JEA92YM0s8ls9AQqBSrDVIyNtAxPaEFTNlsa6zrU7MciLsy08cQxgx93drTEQnOVFMPuzbRuOx4OfKQoEqM7OhqQIAyi73Er6zO6/mTWbfGk/WRw8yeEgMsdQbGwtd2TPaGW0zswB0oZMJhWxSIYfbj8qdlAZ6BY+CGBdZklyjzMztIkxHie/JXQA7TMpRb/fYBGFb+l39tzlYuSjpbsWN/38o8QFgAsXLCEcH3axVEtWECVzlkhxd7vk872/gBcfvMTpdLw6t8k1YQy8gK9ByvmPmGZck4c6tZTK+CRjlmneacRrcX6HT5x7BA2VLeOlvq7b3rCdNzw9nlH2hr01T4IIDqcjPvjwJc5tx/lyxmXf8Xg5o4ni7uYm94j63izVbNzNzQnH4wGvPn+Fy9OTNSshhuwNLIL98oTL+Yztcga2DurWk7CyohTCujCWCpSiKCzo2lHgrDs/q21Lq5VYAXlWUgkbXUw/sVbXRgsAb9hxjviDxzxFAQJxQXEdNbgPHPFleSZxMnxVD5OUR9wcE+bngUaMEM+Sl9tjNYmR5vYLZHGKcssqkYWCMBILws+GreXaEOkZwRAI+7a5X9Sh1Tt71oLD8YR9t4RcJgxF3PY4ezOkX0DOLrLxJyV43SAiaShsP7e1Hz5i/B7XpV864JggQTzfAfl8iaFEXDuBoTTtDUwu73Ssx1DR9G/PJeUcqleYWC4prad9KNNkn3/09e7d1jQc7fH3XGh+k+FszowJCtE04LosTGNwkAs9dYrGb2z/TOgmwbUgSlqW/O4ZuFKyYKrLENfOSg6BobiYPjMdb7uMuudLUuJgvD45DItwqTIib3mLq8VhB9kAv67bw79lmNVxxVgZlC4OImiPg3X09rqalklDyJFhnf7xeyWCdwAaoz3fZ46lIh2N/OwY9+fP4e8dyPAIMiMgjtI6LgTqPcGrDBxjzmHZbxJb+QHsMIe2jD1HlKflWBOm7x5GU7odLhFkxfNej7tCca0dNa97ygEY45ijQblAczB0GquZQRdABeWhmNN1NcdEoywBvi6ugr787vG86oBFtEEO4xPfyRFQImDJeMX4zHEv19f4tLf//mflOhxXfP3rHye9Nu71V//8d/Dbf+UvGlqvRjmttXq2JsYszz/TJqNwaKOtu7ro8WaC11yGt0rDe3V+i9+RJvBiX6CpWQOMA8AOIAu6iBQhFjhMpXqZsN1vdOhhO88AtXVmArAmck8EUFGQABcRrMVKUAIssqx3h2pLYCKclLj7eTwMJDM9IGMyVLS+e3lbUKEXAK89sAzk3m4yyortmd2CuV205/DSSdfWQezK3iw7jg4WBZfq7ZVNgFGbiU2r2Geth4PTnk3XqTjryGM/KEKQym1mOiqCvje03YW1g2HljzD02uy9HACXcrKB4pybEybkGdE0H7HJCA7ohuNggrfkYtc29+ROpDOSHDyysR3zhfhYD0ZJCSGkGUmUtm8gLsgkwfQ/hE1gP386gbliLVbSFo0irPTY7IyE/fZvH05Prm4DHdhBhVzw494CePhFvD64syBmpq7XwvjuL71EqTW1Bu0fc9djvcW6NODG7Rg50OnnqnVSZS+tlRxH9v29LouxAgu7XfEOX348UICrCb4gARGe5rNwGZ/tZRyFip1PE6OycMkEGQD3SY2lFsFj4SMqVXQp2PbNMs9we0fBejNbymxnTmgbegEsImFIJuzjZ1vYqiihAZjVWjz7s9uYul9K7lvAstaT54DoSGaJMLeLna9zT8NC2n5nG09j/hF6ZwANt7cnEDEulwtExDSPwi9xextleLF9rJsQXwnjD+eG4v95H/kKB9PC9ozsswIlzkIbW3L7JWoMHuRnBIg12a+wEelLmi9WiIBCEJoBLCQIRojARU2/ypshDL/H7ICEtpsNYoJsAPxM0hE8ImIGPwe7Z9LdHwy2EVMxdnmCmJL3DrLPqL6me98NuHcNQKiBjOaRyltLaL7MF3vcQ/G/tB2R/Oa0J+wBdqzFTKylKxkAw7VfG51gM3Pv86tTfBGef4KWUDTds5zIOp7uuFwueLqccd4uoO2CADdONyfc3t0CAB6fnrC5PqQCON6cAC7oezfN3bokOLwuB9RScHl6wtP9A1rb7VyGxSPSG57uX2O7bObLwWxQYcZSGHUpWCu5puKUlNUBtoTfd2VbmUHrYl3EindGa820eErJZh8JalOwwqK8ax5ftTM49pr/K8rT/FVXcxJzDR0VJxn/QxFdeBUmlZLmZgKRRA3MBzl5gyyBLypoRFDXtGMA0pzxE4Y35Fn8O80fQtoZ6c0SDWKMM2ZGWRbU0y1ONzfYtx2t7VfyAV18nxNc4dbBoGBtEwAt7toXY6EmxkDDbkfVT2AxV3Gai1a7jxn+/IjTxuvn6p033CmEr+drfrLv0Ujc8AOd3mcMW39z3rfNUU68jfOkI/rjrncHj+ypEEnFWDDXbXbd+Q0qPWCADVFSRjNIglNnfbFadtjU0JVHPBY0WVu0PBxq/zuAQc/vYWTydhEjKBpsHJ8PTwErhZL5YJ6Mkoop0IeONwMIgWGOoM03qX3v9WF/VRpnnzod99eOpV5Dh2+96Nliu/rddOgzIctSAtGkyTCQBrVu0k8avsHAmvx/tul9UjEWbijB5/sRju8I2kAWsFO3zVMWoHtAkhnyKGv07nlikzECWQ8uuTCiW8vzYYpYK34RnYvkYjf4NrsYQJkBinE/k/cb6zaNrM/j/D3TjRBRtnrNOclD1p4xC1QD6XNH3pxohpagSU7OX7hbATo9e3hymzEbpOvfm0Mamf84eDEtuQAmp1A0ByqM5FvO+X+m182NCe7Gc339Gx/j7/zuX0NdimXHvcyViwU2obVW4ikjWIrsGBEsEHMqNo89W0tFkx0QP/RckNQC/rQu8Gh/OPWIedEsHcgSSQVUjYJtgVPUTM9EVHthDw0gdBBWy/AGA8czStQV2tTeT6OsVVXQYSKG2q0UxDqj9ck+SQaQJnjtJTKeHbLMYkVdjqBSsF/2PM+12/3Gwcu1IvZPhgIugGrjgDxThNTt57CjNi9wtsAoUYgxVVUXht6hbUdxJ2tZF9yeTti3C57OFy9XC9HXyfKmnbcBJgDaG/ad0JpkKa/6a9fjgqfHC6pWsBqrK7J9AKFtF8BLfoMdlKwFIrQAX6DWu6oQ9r6BDwTiii4dve3GmnLNgd7DWbK11ttuWVCVnG8rAwyhXadZhyCskK1VmNXeLo8G7qX2mYKrddycz+1w6IKpWFwPJTRPQotw98BMHeCffZb4MwAFAx/GeCD3mu3N29sTHh6efvRm/zm7fvU7twAIy+p6aY6lmgg+sozAzgjFgg7hwSyE26ZaYCWpXvYXbDqCQFkcCC/eATUCfu+i5UGFrZeSwYQQ4bAUrOuSh5k6SGUsFwGRC/1nqjpQizzlc2/31jHK3yus1aoY8OhdVMMbN92JgqIV2vd0mAnBimHX43BR6gp3aiMBQvlZKruJ23Mx6S0B1HXkEohTK6+LY5SpZvmFaXM6E1FjLuzz1cEYa93dQACWuliGttvaF0hq1lGc40wACdpuP1vWJTU5goW8rHZulSXmbNj38H3nOAIAQnhtDvYMOBMLfEL7jdJb8FHXPOcSSPEzrtYRBki3gK64jpx4YCWq9rx9SBlESbCIJptr9nFBZL6fX6Vr6kFd+ycEVoJqiQH0pcaZSIxKBjsvzCYtlaBS0KV5YoYRTJTeFbUcobyj97n7Up+WsCcoYQARQ61chtSrQAnvmIT/8l3uYhJ5/OJxEucPn/vEb/8IffaDPI7DN0DPmMx+Hn7VSHTFuxKMUlgyDMDedjxeHvH68TUenp7QVICmIC443Jzw4sMPcLi7xQ8+/RSfvn4FrhXrYcXhdMRyPOLV4xNUFOuy4uZ4clDKYs7H1w/49Ac/dL87kkOKvm94enjA08M9CgOn0xFLNSCzMGFZHEAqZvPJN3klTuZ6lCN50GNjwMaioVqgDh4FaJT+q5esRRwovYNq9RLUGCRNUkGAfMgY5Xqy5vmZbQ6/LfbMSfd42TdPJN0zpAq2C1lSAWQ+Y5eOuXyMPYa9ugmZ/UkG7c4M1RE7m60y9jiBQHsDd8WLly/M3vWaepQGIpmgNoskHYNg8SrYE3Rq7G+r2/akp58Zo6qEUYq6mPoo4082kV7b9kLX/hJ0Auin64tCrSsgUMZA+ci4TZ7mwd/DhNSIBlmCoVPMn/z0wSMHG59dEdAidnsOVLxpDmPfZEwMCxSLvXB1seDurT3dCSpeMlGt402Jek5i06IA0Hl0JEvmhk9YOgQ07rd3RwPdIOV9gaDdHbYMsucDG/6Z5rxF2crVyHi2JMybMRZGh6RYQFFfTzRntSNAt2Dui65gOCkw1elbkBr16omw+nsiWzCPkzktM1tKE6yZwSAJMUR3kCjHBmPeFciMMmAoMtuxYiXLFmyban0z+p/PfQBMooIgsw+sx6matVi2C6HTwtDeIMrXNfIOyowyCXsIEXU6t3VwwzM9j1FGE3TG62t2yHJdRFxM5CViQ0TtzcuB0FyL8Smcn5WgKoxiCLhT6AYtsqbmgA/Hc9w3IRgy4awFa8keM/bqFSSVmcKZ+p/Om3ptsj/4u5mX/3qu3/sf/Q1QYaz1YC3pAbS2I+qOF+YMoCqVdJYDqQe8sxf8MMN1a9nYT4CNjVaBNjPy0RVxIImxuSU5pDazOjGXduyb6cCUUlCbmlNAls2FEqRZ1ps9MzDMCzlAb9/13HmyvaQodaKPX9lkyTm1g6JNa2fslaBH73vDzd0J+74bWOu13v7BWA4LugrO5x27NLRunUrW9YBazbHPshdWC7z8Z8myfMulXbLEK588D2hrOQ5iPD5sUFW0fYcw43BYcToesayLzUaIbnfTCbDAYLAX2bPeWhRgO3dkN4HNBgK3Cnb6s3RYFqtaN7viThkzIOQAXASU4h2GJo2jc9vQpIGYjZLt3lT3jm+pMUdxBlnXkS47COyC23tmzMiz7lACuwDmdtnMafTW4ERWWsI+0lJi5w/bVghW0YKg5ntCZxnBYY/PsyWEKJUxEGRQy820kIkx+plXSkX1APmLruNhxb/+r/4u/jf/2//kirn7836Jt/7dtoZ1WbAuC7p2XC5nb4M8bGz49stSx7wxoTBQChk7RnqcpG6bCoTUs8Ur6kLO9FbsajpBK4Dj6WSJnFoyuSQKUGEcjwfszVqYz/Y/ABoK2xeAVt/RdwWWAxD3pIK6HoFJiLi4DYmyMPSxvmebU2pBb8NnLMVAh1IY+7bb2uZiK1jsmc1mN0AaynI7Ggm4X8ZcUEt14GGUnsV3KhqY6iiPJbcV+w1QnmCMTE3QQdVYNuHRkm8h9eCPrmwovOuZrfe2d7TdO3y5Pt7xcLxKGkI1NSERwLOGCqj/46UePkxXlpO5GLuxzsxkym0ewNswqNe2fjDcnG0LQgEbIO7+MxPbLUQ3NVF0HuW0090gGNB5H7CW2qZXM7NybdxNTtPsjZl9chUvgXgzGnhJr9kbxrJUKKx7skBB0s0PrxbcRjMBUWv8EiSCSnCdq+7Z9nERE1idUedsrKu44f0F4NoPzrK1+DmN9Rm6jbYkfc7djBiQSvMR7x8+BZvqLFcdTBeQOkg1x6QelKNBu2BvHY+PZ9y/vsfr1/c4P22oy4Kbu1scb25xOJ2wi+JPHh7w+T/5DADw4SdfBbcdp5sTqDIen84gYhxOK17c3WFdDoAI9suG8+MFrz5/jceHB9zenNC23c/qjseH19i3DTcLY12rlakxUBZjiRpjDyD0BAwIgHYbwWBqmZ/lOoEiKMtqDUpqzaQhkYEE5MzVGcgwNZXwcBWQqUzag6UOePkrXfn9Nsycc0YYv6OcnzmeGHuEAIv55gAj5kvUExSaPuSY9kjEhZ6rM9Xj/WEXBVndVKs1arAKfkG77AY4+j3n058fsCwLDusBx+Oa9r61hm3fcH//YD57uO4gLxOz860Wb0SglOyyiLGYB6OeyUT+tRgDvbmo+CyJwp5sNDvqOEEAodO6z70Qf4+465lfHD8iuC8Hv3/VZK7KpI9srzN9YYu3PWHE9v1Srufli66fADyi6ey5vnszEFN7zqtHig+whRwHprVdtZkSsS4LRa1989A/sOxXfAyFIFuh1JxgInQU0CRQlcaMKIOTUiizMvb93hp22rxve944UIV0MlSYvidlGEfduOqVUXtO75vgGf8c/yy4f6C2yQwi1BxJjwM9w3s90nlMu+HIcdbR0WwGOQBAHNQh1awDf37FvQFW92tzAERBPfnGjmBQREDRkrUwSjcnBGRAhvQQPV+xFx6lgQgAbXx3amX4nLMYk6k72NWlQyCg4vRkN4LMDG8zZ/Q8VayHdYAp3RTnAXtP7mtnSgGAOs29VgORxAOhANlmh8vWadyTZUVi7eQ/Xo6zb5aKHAyXGazxIEyRGQUQXItAn60rQJXMiFIACgEIOeBEDJRhTACFhJOOyK0iwdVYRTPIm+CRBwSGuOF6ov4ZX4dlBS/FGWsyOu35rUYGwAA9yZ8NW4ZpLsZ+dflWABZwWVmqgqWAOca6W0ai2fjaNEqyNuLqXVC2C0otONaKlQq2y47WewJHVrGm6fDHnPB0yDIRWgZCOv1zfZVSR9meueBW7pvrLrLAHW3rngnh7GxJRKhlwbquuJwVh9NqvLzeIdrRpKGUBVCgdcu0RLdMVcuq1VKgWAHtPpYGlkm0eaDc+YgSnBj7vTVElh4eVKzrwWysALI3ELF1KaEjFrZyoGVZsa4L6mKARSnWcna7bJBmilJggRYLGuMKX6iyga9b62gKQBQFpp0EAKfjilorarHgtJQR0MW6ypr1UrDUgq6K83bG4bCiSrVAhyltSVG2FtrujEAN0w6Q+9IfwVRQuaJUhbbu4CKQILknQqJ7lu1hHlpcfm81Iqi02yaGHIkbAFkSkqcKw3WeQhsPRu1vBDo41QOhcWPB+1KrGw9G6w2b7jieDiBy3bBnSZF0sH7BrighSADeAcVSBlic5bKl4Hg8oKwVWbbjZwyxYoEHtb5Y7QyxElj2srLC5ux2VpRiLMLlsECgqEtxB51RajUQldlsUy0AOROxC7bN1tFSFrt/ZwKzn6uiBrBCNTU4yDuU9bajVC+rIGPoQO17IukRtq2WCnBBIwNPSyGQ65K1C+FweGHjKAAVQUdP5l2smd5egU634OUA1Q6QMaCIu603Mvu0uzjumBtgLi/OUijXcbNGCeafMmK/F/N/ZLK6IkCxALEuFjy0veF8vhgoyIy6wMRI1QXJoyyOJLUPrbT0GZgRkTZ5AoTNvwp/7SpRyh3ZZdfXm8C7qHXX9Yj15Fu7gtGkgYVQUSAOmAQonMLRiD8diPLzsyiSzX61fwMIu7oYZSlgB/NsL5hfwaVk9w8VwhWmo3FeS+4nkLG7mYuvw9grodPVobtAsEHUNOdKsGqXimsfZ04aDp8sfGnmgvqT1Wj8wl+FzN4EGx1AxhwRMxBgoKqX81ME3RhxoqtY2JUu2XV8BMR6nsCpCO4RydH4AMV+EVz2C+7v7/Fw/4DzeYMyY7054fbDD3BYVzw8XfD68Qm7KD766CPcfvgSl21HpxM+vVxAF8WHpw/x9ZcvAen4/ve+h7oWPDw+4f7VPUgEL25v8UjA+ekJl8dH9LYb6aFtOK4Vd3cnMJnPROjZNJnhyRWPmyaIAwR2dpF1oy3VEuS9NfM76gKpZWguwvwpG29vZMKxDwi9THMBvgKBLA6Z7F/+Kyf52Q+meFDGXOb8BTk13VJ6pmzizPiwqz5valkoY85qNV/HJQ6IKBncVloq5ncWQHt3nUj3uXo3XbWI6Sfwigl4/OEfo5+OWFdLLpZSsZaCpZ7Q9pZAefjG8GQaiNCbk1QqJYOLyJpaZGJC4cx8YD2s5hOfBW2qPKLQKmQadi3woXiO2E+2QnJebKzsi65Fd2zQI8YjnwplGgkOJjA80afGcIWX0NnYdu+u7u97h+snYh6FYtMUc6GriY6loxNPjRhPX5zR1UPdeaGoTx7hTxcBd8sklGpCXgE2jBIp79rigx0I2xXjCQpQyYPPBNCHIw0FlHgEgJnFd0ecLPvFbIdo13dr1dk94JkPzRmdvwryFBmMU+XJ4XfD6v51OP7PJ2PxrPflcsG2bxYYsnW1KEzozWp3Q1MI6nQ+7VAWzJ1XgLFwxTNgYakTUS0Fl6fNBF6L61g5oslepw4YxXxZFu/4ZQ6yZcp9EZXRIrhWaxHZW7fArrkDV2xDhlNtlEJjZ0Q3kwmb8wz+5AZO6K2qDF2qXDNvXvmZ4TSM3izmuPm7DPRuDroFko+k65ojyB4gz+sAV58fTpyIQml0ktMwKJgOyQSOrjf1CMJsn3SRBEziYCd3PGN17xrgib9ODVgiLw+K9TdYSpZLFmfSaL7/Z4cdUJcKXiqi03i0U2cq5jw7sFcwdDsAIMrKzEG05j1RR97b7q+ZbYuNybJWD7o6AEFdFgDiuiMA4AyxOcOqaiwxhdUfkwUbUD8kMyIRZFkkhxaQHSNEMFvhe90/GKEZwOqguAC8IG2Yjh7zwEUTjCodKErYAjw0bw9M1lJ6CYHjQgB3mGjgyHhBFW2PLjY+jl4qQgRnmwCqjC5e2ucgcB6SNMCjBP2ZLcPmXVJEO9Z1xbZtCeCFveIAeMsJDE2HQxXoW7sqyUtQJ4B5jD02g3Ci3qK+dfjhgVrVbO56ABygTlDGa+vXwwE7W0tt6s268MWZuB6wrNWy9dLRtaP1htabbeECRPemANeokGcqGawK0t1Ks61GMKYfqoSu0c2tgREsuaFxQ67psiwLmop39LPnrYVz32CyrXHmE+DOVkEvBW3v4GYt1GXbQJ7wsSrcjugwBzJbXrSkbp79mOyBI4yQmJ+fHZvy07pMYHWUOszXsqyuf2N7s/i6N9FrAF6qmWf0XAodukVxTq8Lem9oIKAUG10CWiPs0rG4r1NrMWDV97arT1wF0PZl08/CL1Arg2ViQCgZYkSmoxZMpQB9U3CbkKdnSgzEvkDDJjt4KVjqOrSdFBAevlTYX/aEVxfT2Qk2E7ntkm7JslrhbOSRIQ5dKCOxsIG3aQeszbhWRuFqLKwoOTV3Mu10KQVUCFK81LjZnqZmty4E7L2j94Zl8bCtMKRcZ4KZGnov5uu4VgnEgw2JpOYA1pkYKgHs9gzkmAhUAJVxtmUXXs/IgxvavgMELEtBravREAFnFCmICjg6OpJ1nQJX80Dk2f6k8LsNSCA24Ck1Pbg4OwCYAwIm9jTC2POx7iKhFvmT64SZjs/JYEugGoky219KVrK2dWP2asQrNLRcrBxPfF3b3NvnNAvfCzvrl0HVeFS9A7/zm9/CP/zPv4fL9l7/aMYg5vbwWQGhU3ihSGZeggUJWNjBY6td8ufz9zBCW88v1fQbsmlOfKQnR89PZ9y/fsT5soFKxc3NDY63d+hEOLeGh8sFuwjW4wkvP3gBZTaGIFmJ2u3dCR+ebnA5n/H5p5/i4fVrXzOCAxlL9/M/+WPsD/dgAlYosBBACwpV9LZB2wXHmyO0bsaSVJ6AlQKDcwZRogRAvFTUWlGWCq7OPuJqjJUoVw7wiOJsD8BzlKwRMWrIXvh4RYCe8bR3RMvBjv+iALaGZEwOP8zZVMDLrjz+In+aSaMKBGcwuVsbMZJr03SxRHspBcuyJhh0jA53veNyuWDX3eL0QmDqBrITZ6xqyQ1CrW3Emw5cph0BcLls2LYdxYG4uqyo64q7ly9wuazY9oatNQNXyDqO1qWitQ1FFUQdBE/2loFJ+CFq7FWPww10rkAAYFE22wF0gOP8zBhv7JcBDdm/rnD4mEb1/QOLAuzMj8+y8mOGpvKJEafsL1Y5aIk+8YRO6VbCfXkulP4F10+Gp8fCA/IGLdvo+gtvwhzphEi34EM9qM0W0qlv4S93sdTiWWhhR8cyuBZAKQMWY66YA8w06RcBzi5x58HHg73zWLYlxaQRk4i3QlGsQ0bfEdC2OqpXXHOnq2RN+MiaExgDaRQZteZceOhKsG2qRJ11LBeO36eDNS0mz4519Y43mAI/WAChMh+85Oj/YPfkOPucUhy8UMsKcdrnq8yWIaYhvBYr2oAHduV9YvZ2gMNADbDHhS297p4Kozj4Y4KJjsLPqTEfdwGBRCE8scT8dcHEEtUU+QwqZbz2Sh0p4/nhmMbzJrgz8DD3W2wcWYG2K7g4xVFncTq/J0Ui4HkFYOSOLo2HuAKN1Knt8Z7IACLnjq4+L24w1m2IJs/ZXQT4AL363vFoY02qxHyFlgkmR284c29mFf/ZXkSEdS0ZDBEomSXmWNrfa53EXKfdFS2Fg01YihnS7oBrvKdWK1OyDARncE0TQ9JzS0hGBuCHpdsmDdtn9ioCqnm9ELvdKMjgkuDMOzJWAE9PABgjsLhIEHVFBWGBlTs2dOx7M0fD57GLuL2QpEFnDf3khJRSrPtXDhnleg1gP0SwedKks3aw5CwFdp25wS6amY625gkdVmYec0IESGu4nNXK4Hrz+wdMoFDQZGTz4yA2UXML4J6DEqIKnrzRsBfSBayWfZHeTCMFZOKIUJRasbjmDKtauazfO4EcKDAbLYVT5JuZsPBiyQxWiy49qAsAOe1Hrmdbw5UZVKsxvlqDiJVhDM0HB9O6AXsQcf0oc05T+4is9NK0uYLe7M6dn2wmWjlKDOJ/EdDZfVldv7URbra+yQHo1IoTMFfU8nYbwemIGuvJ2sDrFTjyi3KV4iwst0fRvME6CWLslQD5PAiznwII9U3XekgTIQpezAFWrZAmCfCUWpxBWEBUUItlrUst4MX+oWju4eeU6VkFm4fcfiHB1gBexdc6pMFWkpdEcvgsQHQBMtDSTiZRNY00aYAK2P2AkABsvUNU3b5GVzcD4cUDDPhaVGZAOkhcqcYP70gS2F4mCBtYHXFEPKd0gXentvv1M79U2JlLDJXB3j2coswhhFU1A2btHSi2h7fLGb1FEwZjRfa2W7lK+AZCwx75fJnQrrFZe3ObYkhs+lrsmXgRxRzGBTvRc1aZRJSm2LYNbW82jsXL6EXQuo3jQgUCr9xnAyzjNokLdAfa3vLzmThLJNPuh2/r/q+GiAdFece0GcIfibXli7k4i3P43zE8b7MHmmcuADtTxP1GBytjk6zrgr0pmDaolxVDi4+jrQPKte321Iw/nMZsZylZh9Hjcbk6s76s12/91d/G7d1NxijMs+TC9EJCgiMzw8JP/zxf0h+P2MvPH/bSJ/caHKKArZO57ZSOOE+bneOX84bLZUNXxWFdcLy7BS0LXj2doa1DCTje3uDm7g5cCp4uFxzWBUUV6/GAu+MRRYHH+3t8/tln6PuWa11F0fcdl/PFYj/AxfnhIDQAXlAKgN7tTIWxfIK1Q4CXp1WzN34+81JRlwL2JgfElF10bY978n7WKkrwCBiJOJf0iKmIGCBjCEIy+a5md8SIkp70Wy7yuaHxilIXNB+n+P2Y7RG3eC3KiF0BMCqYjMldl4Lb4wkAYd83S4w3gZCJ4GsxvWFoH0xcVrAQpNYBnGtId7hv2Ttas+qZIubrCFkn5ZuXd+BawdsO2nZsXmYsDko9gkAC1NZRNTT27BnZ17f4ujUmsLFASzVtvc7uazeTAFD3/QiDNBJ2K6siKP6Y7ahOe8j/RpY4jr9LrAUDSMxXheZYuVKiz/2UiI4EzdtwnLdcPxF4FBiFZmeK2dgHQjm/QRHdYEBkgl+eMQtDQLmmBiNDJwOS35sf7BCVwjIbGDWebKn3ZJbMCLffotG9FA56ucHyjalC/nMaoIU4FZjgh5YNunVMwtRhcmzgcY9jbHxb27Or5n+PrUnxLt9gPia+yZ9f0k3AEW68w5iqqjOlPHDzUiaOAC9mba5lY6NKqqrRqEXyvuY5ybbP01OZhghbxsq9MQN81edZ01+YGQZjbtkYFg6sMUXmK8bULJRO83nlj/g4xh/woChQ8zkiE51W6xdlQvLl03tpzspOa5zmfyiG8holfvZSTSAn3jPWSDrxOu4l5jWp6fNnRgA4jWtSVimyBdfPnBkFn6drITv/IwXWMYC/MMRXc/Gzc0WwwcTTmEx2BWNeSnHWUJSIhnEVAgmhsHgbeFyvoDQ8MdfksbNOGRc/2OCZtEknKuY4snDsTil7Oa6QMywpn2A48+Gok2U1rjpXinog5N1vYnt1BdQCu6IEk2nq0G6lb9u2Yd92Xw81g84IBMSZolFaoGNjQpXSzpbiQIUHDVDTK2pNvKyMU1AWfltLsF0CCMrP1enwFwcWLEscjKl0OH1iWleUAig5oynYPT0Caoy1ne+/PhfifdI7OoADHwHqrsWi0NJRVmcysJ/WMgXGqXw4B5eDCRBMxtiNBjaRj69YWQ7POmkEeEMApmB5Wle8CGogmoKutk6cnTBG0884AzaNeaEAPaOvG8V1lDOHI+7vIYyES5xd1mXJA3cHPqPT0yibHs8fz2VsYMr1JAEc5Tr4xbpqADnkiRcyuwIodmeCQCvgWkSAA5OTP8eI5I5dEcSEDqStlW5jK0Cti9tDKwcqtKV+RpSbxxUenEzze7U1fP1kKQDUzx1kAqr3hrZvWJYKXsz+mQh2CCCbzkPvSN0ZQ7ptRxCQ9iwDoBLsObOzcZqr/ysEkgMIz+DR71USiPAAyAM3A5QtgCDx8ePqAQ/HoQriZkLmlVCqWWJLcI327USUOkbWDnxzwXqglAXrwtiizFsVCZzTuG8JXU9//i6m92jzTsNaRDKIYcCtZ3oUQDQaiSQrw4RyoxW5CLLkrnsgpn2HFkZdDj4DZjVMY8vus/sBOIPvBMqxsj9MhJ2YUVwnUp3tytMBOnx4Ggxdt8u2Vr3LpoxVSW6XSafgaYoLwmdWXyi5f6qJmrfeUHUxyYlkVnsCzcWwzW7bjWTHr9ArdFYDEZzxcLV1vrTXV7/+NSzLkqBiuBzXf45EcOzpqxgpfAnFG/s3j3cf7LE6p2s4tePvqmh7x37ZsF12K8cuFbwuwFKxqeL+cgYrcDqdcLy9weF0Mj+hNdzdvYQQWUlvFzy46HXf97x78dfu2wbtHbUwCjl4ROb9cfqilOw7hSeOpng1utYyWYKvlgVUXc/RBbbti9XYxOTxUiYaIokPH1dLMA6fNxKcyJjyahQjzrwe2fz7XL00nwnx42gdr1exkjE6rbKLU9ZFm7G5z08X1LrgcDxkjOu1UoAymCpqWcBl9fgVIL7A2D7dwDNVSKyNye8CMeqypG+hqsbsdskZ6RHXWFzcWodgR++Ku9bBVHBcDy7XYMnW7hqWVBawDhsGeNUIOubkKcET6yKo1Zu/0BhVFUWHletOWQBkNJqHnP0RFu7aN/oxjpJ/H1OcgHNS1d4f6Smzna7ZzHZ2l/nGfsT17uARxWLyFSMjIBttXkegZpPpvgoTCtV0hInCKbkOjCkzB456zguWZmBqcrCv/v58UGNZD2Aqv+CNQwi+yN48HeK93IO/4sGaG8fUr1HJ04UBSAiDxd1oBJ4eRuhw4A0Y8Czjs+dWUAac8TnRRY2Ki/kS3BHvwwmjofESIBMAExDEZOjJCh1ETWosUWG/1wDIBphlAUYIKBfYHCOCN1UHGXyxkgNjefgyQD0PfC4KRYGSOooLiEyGUdRFzDS7GmSQFQaVo7W3j72jODn3uS+nSHKayzG2Y33I/BodayYNRdBGp7UZ76fYKzADd70yY3THARk/JxrGwt3lsa+u9pff13QgB9soHU3faAEAfRFb6I1zeKKSj/uNEoK38gv/mV6D/m7MhxjXMUex38y5Xoq1xFbE4WfgBGmADwJ1AcKIsYOJM1h042JVEGt2cBzrZSoRpGAhRaBt81PYNDJMD65Ai+R3RPbf8VnLbIFQl4r9slmtu5Az/8J+UrzTALIuV2Uie7PuaG3v2C6bl4IxClsr9Qh0I5Oi3UsRWIaTEDbUg5rq5WqpQQLxw1lcX8W7PSlBtKErcKjsYI3NXwJDGVRFMDRGWzSsVgBCw+7PTE8kWHLt8RCRi6S7yKtYN6kkj5NRqqkTjnwLog2Xthk7gzvoKNACiLNcw24EGG/3PWjgRJQlEhGU94lFSzAAoDUx7RC3VaY7ol4WiQlkszVEV+CRuh21tR+l2rkO/QOs056v5VLcPpM7MDqiopxbt0WhI6bOlIpgjpxBRGK0ZxCUFaxkTmD1RIOvc1ErqS2lOqiXsdnVHH39qx/hj3/wQ2d9/fxf7HtydvYDxNj3ljpS5BlCAKatEOVUGCCzqvlHlp2t05qA+QFaoFxMN5IYpXg5lAjUM9hjLbnvFb6P/WKy+2M/xp8J2kJAVF2SUaG9oW8bZFmgpRojTxRUBFwNQOISHQxNO87K5rqLJ09njyBJmnE/pRRoUWgC2eHVaTKXkG6yn+ckIBQ7af1sNFzAO+v0GHNGgdlvwIA9CdaRMytUG7hUk1roApUGcT2x1k0yoPeO1jeAigmQomRnpb33UNrLkR3up//Nk57GdhW311bmYlvImieoMwqBYRtDWhoqFiC5/Qy7YGCXBcUqFlDtvUGKoi4HH3dnj6WmkK8C9yvhgCYFwxTBNrPGBaH1IT3GcCyj2TcBDHAbPg3ch3afDcYGosnGz2daDNecQCCPMcy9tXW+LAu69NHFmcRZUQrVniLnlICFB5bT/9LPJwBKsFzAm/HBl++y+SBM+MYUXoW4dR4plFZm+giLaWb7Ynp/PkeAVzBcvWXYpy9gqbat4fx0MaF9KuB1RakrdhFcumAHcFoXLKcT6nqwcsvWUbnitB5AtWBvDY+v73H/Jz/EdrmgcvgMJk3StgvavpnGmQs6mwC2jhg3/cBQomGIIH0x9oS9dQIuYHXQyvV8Y1DzKYN5hHGGxNkSsh0Zi/j8jLVKU6gwBjRi2S9a0YSpNNpfG78ZvqD5Awpg33uSAIJIAAJ6Ezw9PmG7bLi/f8TpeDJfCPAOmIrSu2svMtYDo3VFhSWasjubl4uN+Mr946gFZE3wKM6OSBKo+4isavZZrftmlw07Gh4fHlGXFctywLquWEGQg2DbdjxczqhspeADsHNiiZjcaXEGWfjOxuryTqrpX1qpGsWZ7GcWxqM8i08JV3+Na4R9OXfzqW2jZQ2hSD2mBrktjeU0iAV2nNp8KfOU8vvR1zuDR1dlMCp22IqhowEqzYGaORijLpPdT00Gxez4hPPklO5hdObhGYYjA3UgS5UAO7BmZ/TKL6URqEf4Fy5IGL0viK3996ZOHmBG3E8GquyZevIOcOHI6AADVL2bk4uNZUATmVrx583nDGPg2Tw1jzvq98mDmFi0TArxMpEYuQhS7AA3pyjaCIJGwEKlQLtRlMHkAcIMvISuABCg0FU5iFOXgw48aHxjEK8APC/TIDLBWKha1wAioFs5ClOUUoTjar+LIVLgqjtQiiWKwol5McNOwYx5m9aIO0VROx2MKeh0UE1rhmDZ5AzYZng+FlU4PB6wqx8i8eXX5jqASy9jAoNljLdl+gZFNcYxQKrBAsyPs3/5WKTGgoZuxVi7ca/q85v42PTEweJK5x4/e1dvO7gADbZnAKCWgmVdo2YNIa7PAKRf6+AEgBrsnnTyeThJABygouSF5lBH6x3Mf84jpQjVrQAA4BkkMEFNDRa1LChcsMnjCAzY1zeFOKKxagqFvXCnK4CP2KMK9L1hdz2e2BuX82bZ7daxt4bWOtbCXmI2SmbUD2VVwd4dsCCY3fc/Cd4ynIrZOQcYrASpJ50d8M9eCJdN8+dBHgDYmQlDBDeE45kIVNlZoZgOTXfPxByGOHdEJeWA5jmIzAqpMUabbNh3wkqEtR5BXNGKoPWO5WmBqKLtzdrHsu2B3ncD13mFQ+Y51b3viG5J5ti5fSjmhIkzHgw8CtUPW3el2notSwUIaE2dITHWKRSWdevIst8OEy0O+w02Lbw99Lr8iq5RAFDYgSS17l1WPlSmsaIYMFtTng+56hgSC2R6hx0b1o2JAdS1WgKgE4qUCXjw9dNtv4adtfVG+Bf/9n8b/7v/5P+IV68f8ItyiQq4AyiTc6+KUm2/s7P92BkpbWuoy8QCBKDafQwtkdK986mte/bAfwEXA4HJI3iezhv1VSfqDCKQlY4DCcoUsnOTKHwray8t6iWQu0C4o3oXITQGkXVDo6bgJiikpqSMWCbj3GFyxpRrlwXNxkrVgBRfDjuiLqYcsZiDvvM1Jy3J5RBKgKKAgZbm1kCUsbcNrY2zlEGgpQIwu2P7zvTsovSYrf0WOsW5aPu5tYvdU7POlSY4TpBWUGr17zTDdZV28HOHwal5ODoWGqU9hEuZFFy62Wg42LPvQDdffADRxX0zs72lFDQHjjQmw33OwS71ZEmAwj6eacdqge5258wMcjC8oQEpwG1r2uw655zb86SX7T4Ru06dB4IaRt0BJCI7W1ghDW4uBBrlNe4GXrk8RBbEe8l08+YNRIS6FAgaonuSdHVCbsQAkVzz3eFC6are+MQXULDYl4VxvkylJl/Ci2M2wx/FiMmeecOIZB4wSpQGPk0ZowQD/spr6t0Fi0fsFlF2xnBpX8yn2bYLHh4e0bpiOR6xnA5ALXjad3Qi3L24w93tLUpd0Am47BuYGbe3t2C15hgPD0949cNP8fD55yjVOqO2bmyRtl+wb2eQKNbjgiLdQxl7vhLjYQ8wL28rPQ32aXHR6+LdJYmhi48jCwhedkbO1GOzjSRwMIJ9z1HaF4pY0L8wjlu7mbewSVLvaHKsYlDnIFvfBCmGBxbkAsLT5eJjS4AYOHPedjy+vsenn77C/evXWJcDzk8XvHr12hofqWno1WVBXVd89PFXsK4rpG3oS0HrDb1HnBNJe/v27tmwkIhQWPMZaAFcaoIKmxTBxNSX7n5qV2cjdXz+2eeodcXheMLN7Q1OpyPq4YTjuuLpfEbfWxJTIyZQMsYkdQbYHKXQVWb4GeblhypkiVIUMK8oRaGXFlhp/MvHeMSaz3825oiu52ieVmQImzNLZHKZ+WKyhLNefbadUUNW4EdfP4FgNoNIgKB5ClnXMwcREoTwA2F2Re3mZx0WAAky+0C5AynSwSiG8hMnMGTjO7JOeekXMyrGvQ9HIe5Kp9+NNpPPTqX4CjdW3esnZ/DLMl3jPoFwYIo7QFHbNgXsDhjNQWowTnLQdHwWO4vWQtNYbXANCwOSGPaZtYzsUmRvaR53YOgu+UKfHa/UypqcAoWhrNZVxfUIFIiyBCZrE40YF3dSeRb2pem5Ob8Cvvs9uHXKdbGgA6BkCoxsEBBlbAjHL8ShE8jRBOhommt/66BbhgPxRgr8LZt1ukwUGCMb4MG6fY6VyoQBAcz4X33aDIb5syebidSC1Rl5o+uVGQem/XefgnaYwg2HMX27EQhj5Vjk5Dz9+L30s3hxCas+CbMTwLV49y/PMopa5pislb04EHk9OabXYtNLuabhFFWVag4uomZ5HFxZB+f/BPgXRl6lu80v0G67xBwJcmZR5K5sb5b1aMFlZINVAbV2xHtrZnNZM7vR3Qbbwdiw7zv61vL7iQnbto1SCbhz7cGY9A1MLvQX+ixiHbz2vaOsAYqYfQu7se9eJkvBjLCgV7qiswHBNg4KVAbjCKLuAHFk48yxt4HyDF7hURIHdjHwsTMVZq4KNdT1ZMzL3qCuiySqqFTs3cVYMtqBdWG0fYFqQcHih7p1Yiswwf9t3xK8iYRAa95NTgQyteKOEujQWzHQu5gGHxQo5JVmdn4k+E9mjKxxgOnE1KXgsK64XM5gMJpsLoRtYPq6LNh7i2FKUMYxf3CUuQ7J2Rg9SBg+K4TyzxjM2R6AvgN1qiYS3nof7bnh5R1m8MCF8Xh+DS0VVKoxYJYQTfeEApwlBTUgQCjnOnP8oe32PPr4Ob8oSnn83CYAy2Ju1+2L2wQCoyxx74Tj8QiuHniFYLZnU6NDn+6mwcXVBey1OyAxznM768jKCwEYW0XQ/fe1llyrCxNKN5H6aIJhjCezPQVezsgNdTlB9pa2qvg+LbVgWaxDY5yt0Sk0ROBFLPtrSRtx7QXCuoxOf8C1SW67r/cYw3ApiNLvKkWtq9pkHAxo6oMhXDi1IZYVmSiwjmo9SxSyvBOD6Sfak2mHPpJnqiZ4b51qGqgT9s32oiI6u/kZQs8WNw1QhQtDWHDZLtC2oYmgc4FqBWgFaIUuAuYHQI45VuQ+mDHAzBawG4PCDIl95eA+k4H4gCc8U/R8rBtxwJG4oq4FxDXvnwhAawY4h91hO0cMAJSUHxDv3med8cjAexCWegBTQSve0MB9HQPfOnprbm4KnnlOZp8iIev+ZSkFS6koxA7edbAoKlu5tGhF0waBlStCFVwZ2iQBqbmr8/xl5gOX9Fn/yl/+Zfxn/+8/xB//4P75i79U1/Ol/MYVoA4IFA1tIkAOt4ssSW0+OnkVKqU4e3cGsXWoClYHck+rRMc+wdPDE77/Rz/A+bLhabvg429+HXw64nE35kg5HvC1b34ThRltt1J9cXt8WCtOywGvf/gZQIRXn77C+fU9CilIO9recb6c7RlaB6uiVsKB2e1CkAgi3rXktakJdDBVRHIyNSVLuUocGChCCfyQxxa2lV2PTAm1HpGwgicyiS+AMyEHdBUAB/L1PnPPAokZFqLpr2+xV5OzPAN9xAw6HHCiioeHJxzWiodX9/j8089xfjzjsK744IMP8cEHH+L156+wbxtaayYzAEBIrYPw+ZK6RB999BHaQ0tdX2ZCper6nMhYhbwoK2JscjQmlhrDkhsioYHp/igxuDhz1cdkv2xo247tfMblcMLpxsoa725OeHx4Mv9zBuALe6WMANItCQCL5boo0BSlFkRC27pumq6TSMeZrNsyPF4kIDXt+HnM+5a9Zf9NiGopzTn12/T1LW7kKBfEVKgcAaxtNKtyKM/n/e3XT6B51GdwbH6K8bc4dMOpTcktq9nMqgMYSGSlCaaVoKogCVDGFvIVe2MK9DVixfyet180b5q3AE8EcgBgCNU8jyUt42wCVykuG4es13ZqUZQp6E7qGt7ByH7Bff+499mYjBIXC1pss0j+zIKdqInvU8YuOySA04nqiMU0UewxKMhGN6/uEI+yCvDIQAE26zyV5AVIOmj7MGV+8vIaKEKpisgcvOg4o11H1yqvE03QCWFEBMX1RTRK3HK+DZCaYvr8zuf0vDgAwv5eUfinWNFZ2m/Y5Kg6NDLFKP/hrlCyX44MvJUUalfrtJRiqa57ZBNsz5RZMv+qwBGynvo6cxllcuNAcwhN8yOnS8f/9PqZY4/N6/ln8nIn2Jh9k75D6yayVxjFQQygW0YT7hD7AQQAcJBgMAnVysqY0WEOaXctD66cUJGAUfYdc6EjJtAoDHSpNUGgzDi4U7rtDeviIGJdQLBy1LmEYHxWAbAnqCV+IIRDnd3PCqMcKqR5lvy8mwNDxdaSswNqPVhnNeZxz65DRkzoPZ6jAIjWpL4hxDkMCdAXEO22Hsm7aSgQ+crqJXIs4oGPO47TWk+dIgGYTcCyFjaBwyZozYIOkHVa690Egfe9pV2S1tFbRye1sjoiLLWA14LtsgPMrhFjbCCFsTBqqVjWisfLI7rs4Mo4nCoOx8X3KQD2vSY+H0woi6+iPliBRIqFCs57Q60FUhjF24Zvlw2t765nJFgPB1h3kShrc72jdAQJlqQoqERQvcCbvziuIJASLIQeO97XhZh9JfjnMgqtKFSzPErEdKryfFagiVnK9XBAY0bfOkg6CpmD17cdl2235TgxMDW0v9TFut3eRekMWgeqGWPzKQYb543k0M/5pWrrlYhQaQFqgUJwPK5mjwOo8fVYi7VnLgHNhN1VJKhjbXnVQFIo+LCi8gqmYuw4D67CWd23I2rZrGhWzUa4XJCfJe5/MXlHyo6KDa0pmpyx1NXmjgEQY7tsVhLiwFWpkT0PNiJnOUIk3cTLxQAA2ejD1iIzGZsXftbEumAFUwWIsUcb5cmPAIJ+D5RqwqeWlPR1RN3LqnwAye5/Wc2BN3BO3WbI5DN4iRiCmdNhGm+KAIoNxFKstTij0HGlZm3hmQn73nBYVyyV0aSmXciSDpQco2CU9r5nkGnMhAg+/PcCoO9+PlCezWHzbQzZbF61sWm9OZCmMN3R4n4hYdsBmoTCk6Xk8zhXCkQCuJWCssT8wkCaSOChApXRmySgfZ3sMq0R9W60lIGy+Wji7Mzu9tXWybAHrBj5awCFCJUteUlkZY3Bsk6buTAWFPRG2JtkgrTUAhYGk3VAUirAxYCKpsY6TdvljDh4ad+X+YoyofDpw2fgK9M97NYIVZEkAQtckU0xkD6971P3o9M2TaCSSAcvPicanVF3tLZDSHG6vcXhdIOHfcPT+QKUgo8/+Sp67zg/GZixLBUrV6xcQLvgD/7Lf4zPf/CZgTlVUbSjtR2X7YzeuiepyUSSS0H173ZzbF5MBsjO1Au9NWaPB+Al/It11ZyAI8VIVloyh1OGIMbq2SzkWLMcRsJgngLM4ADGn/GHlvmF068IFu/PJaMRH1PaYSBKtADtwLKuOBwO+OyHPwSY8fHXvoqb49H0pdYFAPC9P/oBnp4udq9q/uHlcsHT+QmXbcPnn32Op6cLWu/4ylc+QOh/RmMqYvP3tHnpq0ZaAzBvqQ9sLP4h84WX5QCiDqFgdCPP4PO+mT9EwP50QXvc8PDqNU6nG3ztO9/Cy7s7PD09Ym/NmfstvzVtsAvwBymduqAxZSdNO0MJ4Aq+OZqEhIgRcVJPuHtMyG/U9V9p09IznCIGFFdvyWopnT5qjiPDXmZyoxKyu9iPud4ZPOpT6/R0jiPg940VNcci6hsK+ft3vZ6HqPOyH0yZPIq+8HPioJuqhRDq8unIFh/cESW/9W7nEpc4RONuBepdP5wKHE50vn58Tra093rH+Kxw5sYYaN6Fuo7R3KI+6ImRvS5+3+YEtWshWyqIIi5o93pUJNKt5LNIFsRFKz9zMsxAkXRAR9nNPEJd3SFVy2xLBIsBvtA8g2NukNmIydmLz48SIhgqnd8FRXWhw3nuc25SdyTG3oKYQF7ftlrmzFasGVFcr4GBwgBvWcs5HoTMiExnqlNvx3wGgqVqHftMKNepqgmwedmf6hCII5rWr0+JeNbMDycVYJOO0izwjtcrFMG8APHEIAFYBVBD5RNEzQxwGMig/QfI97MDJqlaFr4Uo8SzD4QqwKhADzacg61dQK2hLKuvU+e2iaCLUZQXJtCoukpGB4D0YBWUDDbTunH7EfYEQHQBg3fls9JaywqXpViXns0ArnCUa1kBjfKueX0ZYbmrYKklQRaVITJt4tTmRNfFhGDbZce27xDpJsYIMiaIeta4+j06c4j8X9l9ybtqSW8AqjH9YuxzK7O1v8Z0YPvnUDBdfP/UYgAZ+gWkPQExs4nOmBG7N+bipS4FRRm7NtN5QmicMYCKzdk5pqVje7iygTXMJmopYllt6QIUS2ZkV0FDtC0TTrt1DWFgXStOxxXrabUuZmtB684e8nOoEGOpK2qpDmyNluREZB3ilgouxuwgAEutzjQDaqXc9zbNriFEnlcj0xNJ+mnYOIlunxigewaoo4MWnBEJAG3fwd3ElIkFrEdAFU0aFEAns68MxcH3C186VmUI2/7vrVtGwecFbABqMB3tFiQwQ5P7cmdXmYGiYPVSUh7nbg+b/YuDHVkgX4Z2GmDgtnVdaw4OkAtrV3cwiwNvo9QauE6qjRJwujqWhhSmF5dEdyx1GxHMNBnrrdCGQi5cDrMh6esAMAmCkv7N3jq4MpZ1MZ00trUsIqanszfbm0Ey7gSRADk0/+RCIFrBvOUDaATr/kylWvlXa7vLBaivfw8earCjgB7gEsJXZC/5jQEyu7ys1YIyR6gVDaKhp8F+bphd79LR+o5KzpojNVa8L1suBXrpqNXmbN93szEqOB5P9hq+AYcD77M0fAVb87bfFaH7GQCSBZk+1w4SUTfJAvMHwn21MreCYhuOXfxajZ3RmwGKxYGjYOseVuCyyZVuqS/cXK9l0sxLmQgym8kgZxzWBL+n8MT8W7ZAyEyQyy9oBMjzZpn/k1Ljcpw2dP0iv4KxK6pQJhxOKxR2jtuZeQPQAloeY5Ogd2uOYHGMIhhcRHGCOactRKfme/wFsk//9JcDSYCPywAWxp4O4CGC2GHTesi7zSVBvhajK61Ih5CXeLrtKOLJLVH0bcd22bCLgCrheHPCZd+xt4a6VNTjESqC6OJYasFaK0gUj/evcf7sNS6Pj1jZkhu9X7DvZ/TWQL1jrRMjyGNQhlopPyxZk9g0KYK4QczAerRKhfDlyJjGJUAFr9gwlkjyKDMGyrDjWfz0p/G+w2eP9/KVvi9d/ZdMuy7nLt5JsFja41RRxfmy4Wtf+wRf+fBDrLWi7TuWWm2cQSkV8dHHH2UMCljS6nK54OHxEefzGd//kx/iB3/yfTw+PeD1q4/w8Scf4XQ6ToxqRdt3A2H8aYJsoTqfjYzuexvu/Vc/r7oYO1G6SayIdmjrJlbundRFrHz8sd/j8voBN7c3uL25QdeOfe/Y9x3btqNLQ3Rz04zdkGdzbw0ixZOxlOWG67LisK6AM/sThPPYOZrEQAcWME+69yJDJJJs65CHlllwG3wGn39fxRP4xwVWdgdJjbF3xWveGTyKoBwIcAOIJVxq1Kvbl3J0pyKkEx2isIlSww4UKpoTTgxoeyYSenVwXGchftSVAAuNjjuhDE9+cEPnT59YMYHQ6bRZaBiOkjRwd8pjweQiHsBRfATz+M5ZxyIYWqESaSg7ci/PbQdjzs1pYUgzPYDKFnh1ERN3Faf5rQtEaLRCzuwTpXGCB0BBeTT/KUppHHhQgNiAKQKsDEO9VEoVvVGMhgt2+wQ+n6rp4B31z3q1tsp0gIQTdfU5PKh89m8B7QpiC4aIkI5a6DRIpjrUdbcAo5WaETFHxp6RSK2REpCllZhWiT23ukCx/eNL0/Uk4E4PXPjRNChqtcNiu2zutFi2tjKhbQ2NJAU6Adc54gEYWkDm/0UWlKTombAH7Pa71DcS8ezk2A+oiwV/vsbC6BQUKFvpldCgGAcQ0wvAYtlaVeC0Er7xAeGPPn83lPrP8opSLVubsH3V1bPottZVFF2tnaedQwKpZvQ5bQIl5f8qIpsANMBZe/7zFF7+/5P3N02WJUmWGHZUze59zz0iM+ujvzDTw4FghBgShJADkiMULEjhmiv+TP4BrihcULAhKRSQhAjIxQjQIAUyPdU9XZUfEe7v3WumysVRNbPnEVmV1WxMZ1bfqsgId3/+3r32oaZ69OjRYSt8AEWkttLEmiO0eBaWTry1iLB74v0EtrCZyaQb6ZF5J9YaHjriBUDA8hE6RxWCbePBjdDx6Boi4Ai7YxGMCrDtWyyvXM9hmYzBfAYQEAymIQAybQRIfSQRpXZPj70RUZaHvg7HuTAjbRKdg/LQn5FEljxplh3yMImsNEBxdA1WmeLWOjwAJI+5Yslfgt0RCEaJ3RjNAOERZabdHS/+GowmMgNoIyi07uJDxyTBOnZNmbpB3fpynqQj7KOEB9EVUBJnD6239aQb5+T4fWUnzBiLdGan3p2E00Pxz3aeo2za4DDL+vpZnlEWkMD7DVBFxQSnB7PubBwnIMbfhg6dRBtwcY1SvrkvxrOM/RJneDjOxSskWXDKYK+dHf/yX/4L/Bf/xf8bf/3Xf/PpZv+JXaUos4gxv26O4zxx2Xec5wk17o9SCrYt2Ikg+Amzsf/TJRjO3QocPPhE3KPJPGJWk76B2I3sJqlQbxBTFN1QS7L/2tBD4vx1eCSNRAWlkumnVXEYtZC2WgcbuXdHawcAdnyrwbQcZdEeOj/pSwU5XzCd3nHExTMc9xMlyu9Jp48z3XiGro8vMoENIICjLC3PRW/cK1m6656d05L9yxswpxC0iKG1E703bPsWDJcpcg4RtBfqcvR+QusGlcpkRt0heoVE6Wzi52sHVVOwTBRkOyXrAGHXSi2D1TNtDh8lxxW5LlQiqkg7SrHx6jWA8mDkhI9J20L75ubw4hj6gDpt8XSIl/U1/LMAyXUV2nb6Uu5xnFgkujzkAmW8VjSZXy1s94yQUgfXIkCXKN+BzjNDRUNOgjpPGh0HtRRq2KQWkrChBpNLhV8LkOXmZGuHL68S3YOdAenIImFFAP/BXaqKf/Gf/I+xKZmRs+EPgQ8Ai68ewOEaQoGvhYy4mImv1d3K31eJLnvCRMWwD7P5BED/5DxZoo9CP2a/7vh4v6PDsT8/4en5CQjQc9837NsGheA8XvH64SNeP35k0xNxSG/wdsDawVJtJ7C4F0ULMF+hqKGvNQBtpP3JPRHkhVpH2exgmNYy98yyzwQyXjv22Jt49/Ekje99JiZOH+JzS3VAd28ZdMvbjOYNn3x2fn9KLKgIrs9XaCk4W8eXP/8Zztsd5/0e8gr83d7beG6kvVXF5WnD9XnHr3/9DZ4+PuHp+YaXlxect1ecxx2//ONf4ul6pU4agLrVYMdMH3ref2gEZpyUP8+yNo1XeCEYKYYGYN92AMLEcoCWNKeOb7/+Guf9jsuXT2TbirOzqAAfX8iCF9eIBxlrQAApKT8SpeYuIeMgMMmuybz5FknNWdnkwwfHgoKsc5gadfOHc7OtW0liG7nzrPGxXsLDU4PGGeTy+fX0uev3AI8+qT4e1+jytNxtAi/cRBoB2wRZoApZtZLiPfoQ3UmnaRm48WCfG0qM7+crRg1pS+dF4pDIYAULUPOZARuOTNx3UYgzOBt0fMs3yTNbIPBAIaeRG0Z0mRhffjBKs+bHRieIAA8yhhQ8bg7Wqs2AgsX2wzBR04DZlG4+7nWMp+ZYAZCoAR3AzgxsSqmDHZWAxnCIEbTC2Dx1VAFSh2c1ZC6CkUtybuQiSidiUM77BE1i/LXIEM9bMxdI53PQGuOesgTMLZzwHP90woONszhknptHgyYr3KAjqMYUoaOzLQMpBjDKMF15Z4O4IswmWzWUVhZAkYdJQxvikgNACg0o3uI6Z3znCVZ6aKssy9jSXM21xmUhkFpmgL28b95nZmlt4NWR8ZFci5yXSyGz6ccAHhGsswDsgmWHAJrVx5wnCDPah+ZeEH843DU0hPgrb47PBIGBwXRLIe0RMMc+UhJcAmCIz9YUQM+QMIx7JzOqa4qdauhF+LiHXK+ZMfG1hCIBgSh90aIElX3pDhjU2FLKKG9L+1bLwmRaHjnrvJOZlAbDBVFy9eYAh4yaaS06fpB2O/0VbpsJEudYr/sUIkO3pcfP+3hN2oOwhiPQDnsd2gJwsmQGPRfMWHZrUY4nARyxnMjNcfOG4gR3mfUn+7MMYIWfh/h4jkODJFiJMoJ9xOflOuXBLhSWzsEQm8FUJDRUFBZBDMQjyCxw3SDesZUdqDr3MjDWokqBh/aHeUfHtKm93Vi+VyoUBeZnBNINYoU6AHgU3WytA8LPybK6kZ8PJeIEATMgSIDNfD4zbzIAWy3Uv6KBp87bQVHJf/pP/zH+4i/+v38Q4FHdtnn+uQ1B5hbd1iqAasF6UB3lW+kbrKzcPNsSjPM8G944+hI/9ADUiyqO+ys2bSiokcijllfRiq1WeAGksTOO9Wx2QhtjHmUbkuC0ot09wA2lQCp45viwWWmfZJRX894SFE6dQh/nHZJ1iEiUhWh87rO0FfbgA+TJNw3HcI0j0RfGlq9IAmQLf9Z5YNI+TaWJHt62WUNrJ4Fx5VgmcEQtDUe3FCMtqNsF23ZFrTW0TTbuz/DLptOJ4dTRX/SwswHw59iWihRNZ5bZQkdAMr6Yb5tMHsHDmOsogfEHdvyauFPMRNXYr/E6ccyyOE3LkMOdenwY+lUSNkvSro3x582mnzIAKGWTgDEm4TsmqBqf9BgH5JiAiRdELJFSCBl3jCAeAvNMYafTG6fQElOQYbeUU6Unl/53+n7/AC9VxT/583/84PcDCF5xnELxl+Yoyeof+NiqknscCFsF5MIaQGiyKN8m3THXbu+Gdp5oZtCtou47RAWtN0gt2LcNl21HM2Mp5x7aWMeB4+UV95dX9POgPisc7bij24Fk1qTQfgn/xwNchxuBhjEKyQAO8LGQxeJayNALn65oidisIBv95PMgbKxonpfrTgMTiutaxcOP43tLHL5+/zPfG4yUt+/z28ADl3GGj8J44XnezXE/DuxbRakF7VQgE3oR37BZCGM2L4qiFbUqRHe8e/eEs30BKcA33xR89/XX+Ld/9VfoveGXf/RzvH//HvtGhvd52rhlifMgmzylsR+JFfdRfZBPrANop8+y74A1G0noEV8BeP34gqOfeFcM16crtm3DthVUFby+3sKuLQQQ+CjPRNaHG228B1HhMEOpFftlH0D46SfZs2NWIj6dX81jDvM5v3e+xl6bX6tSF5dhw/Qd0m7O9/7d1++heRRXbl4ZYXt8oiw3/BhwARy04RTEawbCNpwDLJspDTjrx2NbPDzcWAyfIHD5RWSZZAz9/MlAxR8NwHzdGyFBAWDc2GtWxtJRwyxtGZMdzxSu3xLICRIUS13kiZSSvmw+FzAQvlUcrO4gCh4T3qMkgU6K0hEAhnBzyYOys0EHFiBwHP5g5oVkltSesnHA1xLCidZAUWhQHDVnJgx+CWZDBr50RNOgZWZHAdchhs2yLUWHhTgsAYkeu4UBb6C6aQR8MQVVIG2Z+diMvnR6sAWcExFm9rzAiqO3vgTNglKc7LkMeIY47oAU4jkkDAJGYODpQAk1cZIaat6HRsoQScVCv8f3XMsPJvD1+Kx5m3mlXsPI8A70hPOskvM7Vt6DYc1s8GqXVASuK6SER8r53+PV3ciiAIYDklt5LR+iOyKh5QBER2a6kxrlD2WO2XI88oWxxsfYjJ8quhd2B3EfdfCuBjVDLQW1RjmE6AgkaDMEvfuYKwBTQHQAU/GgCazaFHiFB0gZLEHRQuCohGBzj9mN9zID9o0dIMwIPmS3xwIJhiLGmm79hBuiPIXg0Wj5LgpoJAoSHIpxo2ZH2uxp44EpVFlkdZJib2T5XoxuN5Z0dHOYn2MORhMC8xiH2EcaNHAopFTasvOcTJmqqLWi329oJ7u5lLqB7DTatdY7+uHY9oJtryxJgaFbg3pFdktD2j04Wjuhug0QktMVOnMaIJqH05uOdQZispY1RUZdC0TY0YgZTWObbhEITmxaoFrRWmdHuCg9TfC9dWo2UHZ0BvT9fEGVirJdqZGTGnnDKZ7nTpYItN7i9gmAdDfYog0GgOAo6EP18ayGZDq5EFSjA6AjiM1YcZx3v81x/Qleyf5zOHoXUHcNOI4DrbHcKTtjaYjjrzT0teRj9X7SfluyvONF3H8OeI8xpVaRtwN6rRO0EYLYJXQM6VgWnHKy7FkIYlDj4YR2wCv3f3bPFcmkhIetDYAp6f/AFIhf/K8MrJhhd4gU+oe+MH9CDFcji59Ody7Q9CHNO5nGEmwtKsgiW9uXIvHeHhlhlg+0ZhP4zjNU0qmmfbXW0M/GslPE+4eNES1wFOpvCMsQqwL7dsG+XyiMqgqYDn22mThc/FdfUzJAlh0jS3YXFlAVgs7Wwi7EurLIVtPmsnyuI/QsspNa/FyHtsZcQ9n1U0THH45xWW6XQdhgQsZU5EXB6fl89LuXzxIbe9vTzU5guazePeZ4FESZNTASdeP9dZTQj99xH6XLEERZJDBBoni2/KR0GJb3FS0s/w3dyAfNkDiXr/uGy15xPxan8x/QNaKxOLOyVHq4SZorE9MXwwRIHmKxgRlHkOwZNyVQDqilvEWuZb6+NzKJzyj7qdcNZS+4n/QTtq1iKwVFAswRxbbtOG83vH74gNvHj2jHHTAKM6srjvsLIB1aEGUQMkqktlIipulkyjUyacosZwjGZwlhbIWN8tLw73RwLSHLqvccjNxr4U+NGASAUJzsccnmiI7XzO/naH9u/ta/H2OMiFd+CyCRLJV1Hx33O56uF1ipuL3eluqKig6WFe5bhY3OZ2DnWGuje/W790/Qqtifdnz51Xv85ab4m3/9b/DXf/UrQAx1K3i6XvCQdIy1IBCktMpIBsgEgBkLMsZNjV+P15SwRS5ktnu3kHWgHbLW0JpDXl7inAzh662ibjXKlIdRC1ka3ptHd2LG3DLs/ensErxvG9dnnKMiYGXIevmKdUSEJnO/vJ3laUdl/SLGiTpxffiEee4gYfUf7IP9cOaRyGTpxAeasErkOBsFV+NQX0uSWrQSLoXtXmWACelg8wCwLjEpG9rZxkGfWhQyAsB0HDI7iqHFxClj9iopYJfLBbJNICSdHoBCjuIGGdoefQRrvZMRk05QZlABGTpKmSHKA/o0w6UqO51FyYAIM/BZLtLDkSLQgyHExjlLkxLGM6l2YxIcM+hH3Nc8tN3fZOAtwY5p2PN1gkCB3YfDNt/X59+eOQWHGHVEBNRuaSMYYvDGJL+PDSaQOH0xUHYdzxiB4sIKgMdcLsFXHizzznz+vVrQ5Tk9jcOSqVjXCR7f8uEbbsgmcmM+0pDHN5GUeDqbgqBMLZsx9kHQxAzhuIaTp6lp4SkYvxwuy7XO/tvbXV87nOoRYvjQwZKx3j8DkUb5SeZ7bX3DN2PnvsJGP7YrN2Ql7R5krJQyu1tkBbcIxVVVFY11AijhIGhRBk0L7T8DfoCZejeEDo1AtUIqM5+v7RXFswsWsyBkOGV5LLV+suCXnW6yfILMHg2B0nSCAdokrA5v5z6loOhc74LIji2HTAJSFJs29HaiNXZn2/edmbE4gRwEtqtoBCSOs9F+JwC8SWXnJpnApEY502RzynCWwpDFAkxGQd5z6HULbQNqwaYKqQXn2cJBC+ZBCyddEAAfZpvVDJ69oZSd4JFHaQYcIhVW+xCWFiFzVE4FvMU9BRjnBmuN3de643otUW7q6H6gtYKqwNkOIMSCAUOzI9bLCdU65nhqYc0yrpQVY6mkjCyj9CgBU4LOvXegZ4fPxdkWCc0ngUdiJTWe3B39dPTCrnNkFZ2w6HndWxu+e+sdKh1dw9npHV5WrRuu+fOM34+EQ4LevOooQ9HCJIwLO8e11mF2jo6GLMWZNnEGc2SmtLMRCGstEgifGPef5OVOO9QX/SIR4Lifg2WS4DbA9UKh/gKKz2MBAGIrhWZEnve9W+i9Obu0YbEjkdR4fv/nKPgaqTFFYJPAq0iNAGRxWlVQpBLolQjE1QEncNqa4Ww1OphRW7BEo4JaaUP7wvZLh75GV7bUfxQ4arng9fUVM7lGcMpHOWeCAAADEoHIhuN+4LgfwL5ROwogcCoFW91G10cHBohO0fGyAG4yWBLJFKfWGwPE1htEFNvlPbZtQ6lXdhOEwHvqCGmcO/RftyyNKYp2tJj7NRmRV2gjDj9q8ZHSPx5rJuytK1zZRXLca8L5sY56C+2l0CkVoS+r7MXK9xtBPEvMWDPHUj2XMj5/LIdI4OpS6jq0Jc3HGQkBCja4KCUphEw26ElbEV1GswOhQIAWCVwDsT/HrBwHlucHkgEe22WAzwKMoDS+4nyCsgSONSALv3SwyQdVHkVmGXZRgTptcIq4ugP/wT/9E1z2in/1F//md23/P9wrg3dgzmP65tkNORMHyDMlDFhG/ZYMcBsTmTyLqRuqQPo6iN+LV7XzxHGwQxeKoFw2dDe83A5crheWOqnAW8Pl6QnWDdUd33z7HT5+8w36/cbSRgFu94+ousPtHJIdQ3tVNNZari92jOTZB0C4Z0lO0tl9shRIrTEWXMOe63iMnYQ9nkyaUD/97Jg/fLn843Phvjy8iL//CChNG/h2ryWY98lnAdQwy3+7D9+DDWGIBxz3OzWjQL+0bIWJQKUtSmD7PA+0xj132S+4PO0olwLv77HvFaKOX//bX+PXv/419n3Dz7/6Cq33CR4N0U0n1R/AKLWO0lQBqBFnTqmE1DUJ/16rwq3AvQNSgk4Sxih8tdYMrx9f0O4n7i83vHv/Du++eI/r9YLbq7P7aJ/ANYDQwetRnbSUdXaH7Puw9R5rpW5MVN5f77DWkWl9IJJrI+bNv8NWvZnV/Jgf4kFNrIbDWJ16Vz/k+sHgUesOwWSRZGBtkhnomp4NgBkQ8/JRlgOdXRx61JRyY2WM9BhEj38NhEyWjRwPPg7HCUplHD2y99HBat28kwKJWYb2W65Ru/92ouKe/Q38O0GBmXWSMBRpTN6+/wj0fd7PeJ3MQ5P7myj4OEjjWSwovMx4+ZivEc+Nzhj8BYt275995gzMM3sXOj8CULMjxzBPciCyhXQytOjy+RSIG1lPLWjhfFiI0BYtAXzwvvqi7fK75iYzcPOgyQymw3tHjRbSnwOeVo2OB22vdb0nWIQCFpVxTZM+68v8BXAmXFfWbGTJVBSlAuYEHXvvM3iQdS3Ne3tgJi1rKu6cAeSovV6ZIN87WNTB8encu0ft+cP+CmNsLJtJnZ0xZv13TMq/o0slmRoEQnP9aVCDazJgwlZVZSmAR7lF1qkDGJoQ7BjIQCzbUCf42BqLdnIdZRchiyCuFh2Bi0LCuQYcGRiMrYLMCte6IVvWwxEdaTjawSniZwTQXBwDZM3LQdCh1soGWKrQbcO27yi14NtvvsNx3EdpDFlvGF0/8gzKMMe6BSsvgj+drDbROs4AtbT6vEQGiZ1f85sTmHBlaWXWvkOB5tAqKK7oJRhTMTbWTrweJ5+jZKfHBOfDUQiRSZaU8P4FUc4IBbYKC5ZUc4NoRX1K9gHLT9p5xl517BAc5ytcOy5K3QSvgtu9Q4tiu1Q0d5y9D+zSowwrAfIEYDcBPvbF5MgsrUhAYC2dSMZSgtETzAnfY2SmMgCKH1RBPw6cr3fuA6WDnjXupSqsc99LaxA7gNDkgjv6eYe3EEQvtAPt/holyVyFuf+LCFANQ7+oKsQd/WhhWxrczpHcEFGkbknVDSyj4/j3bjiO+xSv9HU1/bQvMxbizyYOeXYbRAvqxn1vZuhng3sZQHIRMrw6AuhxRz/ZuY0dswK8DbZuqRVbZdBT4oxu/UT3DldgrxcMrT+nZZFgcNCnjbI6M1Qt0AJsUuHwYP7GMzk/7zxugDgFYGsFUDFEWXMfLMcxQcZkv8TCd8HZeKZSlyu0f4pi08ISv9NQshNlBjaRDBwgWoDwzQyuuSd8CYTyNTzHRqJOQNAlbKm2DxB3VHXUi+Ks71Fbh4IMrVIDLHLQd3HHvu8h/Ctw57g4Oq76jO2yB7uUYxYSmWN1j043S2wsZWSvMP4nEuec8mxSiUYJEbDqPJ/GWA9fwh+wIF1sDV87kxM5ntOfwCyXlPneAIYYa1YhDB897m0+EIadYmOQTDckW19xYkkuDDAvEiA6212nDmXquZGZWuBGpl1PWzzMx6xwcCi07qjOEjaWVHakzqFbQ7NOPRNVtEZGijhQpMDEZin5P9BrsrJ/yzVq0DD2HgCWXDp4HrhDvCEZ8glITPCP81NF0SAwMM7ZSoWZ4eXlBd999wG32w24FuBa8fLxFaoVX/38K1yenmHNsdUdT09XuDuO1zusdxwfPqK93oDeCDDagd5OmDcCFgyMxn4DqGNoJrn45ljgkeFPPZ8y/kgEthILerwGGJDbeg2FxgG2fT4u/ax7//ab8lt+9vZ7vwtAksmWWmOA29Hw4X7gZz/7CvfXGz6cbXZ39ATrBZfrBW6G2lroKWXsxCYL8dDQrcJV8HrcsD9t+A/+2b+P56dn/Orf/Apff/01fv03v8Ev/ugXwb7kM2qU+FgEwA9xdZbYRdyXVR8Sa5D/IwMY0WjGtMMUoWPn8B7TYMDZGuyVSdV2nvijP/sTbNuG4zhwnCf6ydjAnN1oLXTYVGdipGyVCbN2jjOt7jtKqbi/vsaz2EwOEzbhqAc5g89EiQH0N/Fe/FN9cDfGt3Pmkq07pR6mzfyhBSW/V9naQwlILiaboI5IOrOPq/0xEGaGoIyAZWYEGKTaZ353fkai3B5ZrUmzI4Iso71ognwEjtgyOtuHStRzzw2SB9dISK1bKQ73rAt8y2iZz7ZMhs7NJpJisTmrZQAU8yMSNZ2HNhnYOgLMdQyTPkx6IB5m/3OmfQRuCxiSDpSbP2jcSKr1LMZjHADdk2gzncIMiheKZo5HruR0gvKyoPiwQ0uPgCjLd1IsGHi7luY46JvvP1KYM+gawGCOUYBLOR6zrFFG0GLdIaA4LtsF67z/aFcOxAZ8EDSf8yRQMnuiTbp5D6aasNzPJ2DR0cMefJpveLTvj2M4gSqEUZz38Fn3xsdSxvhNcXwvBuQLONjD8cYEnPqPBDxiUKIBggiDjzj4e+s4QMo/dWQMzRo22XCxghZMYJgDZ8CBqsxUKAX1zBDaM4JsASxAJCacpZTmqIWaJdS7qJENJzOJVaYsYRInWyQvDeHZEoFcs45mcTiaM6smaX833G8ns1qCEBHMLocR2C/TkvOXHcC2bR8gqnWj3Syhw7XaU2d3tZHxXliDDAgkDVF+0NC9yc91B1TSMYgsnjIYJe6xwdEj8w1YC9H/YFeVUlC2DSoFry+vwQJlGQgDhxaAUR1gNfU7spRPggGWyR9mNM/jRCkVT/UK63QSmvc4EihkCACiHb3d8fLxxP14wX69MLBTQT8dZSvQTXA7TgJmIWptgz6dDhKwenIa2jYigoIQn7YE6daS0jfnAd8NfY9Ss2Zk8xRFcbI+vShqtODdioIdoO5o7YCrjjXp7vDWgP4BpTxDzUOTifdhPTSLzo4zWr+PMiN1lugVAlJSFFsAfqc36lLZiRoZvuM80TqbOzw9v0PvB2DCDm0OtGZo5x29YzDu/tP/xf8Ev/j5V/jP/+//5e9nDH5kV5aJbXUbLFsAuFyv2LcN+75xL5rhaCfQTlRpqEZxTlLry9APy328bsXYTihwgj4auhniAFg+5e4owtJG6hH14fO0g2VZfXQj7JCq2LYrEN0I0+ew0AWDAIbOPWgCMd7ftlUAjf4smE3d9QmtNbRk6Fr6L4jM6eIvyJpse3P2jzMYkCLQCrhpuCo2teDq4jN9+jYAgBLd/rJkQNBh/U72DTAdcy2oGz/bGnWqkiEFVdQCnN1wedpgZ/gbQl/CrEF1B4Q6UegGxwo+sKTQQDOvca4moDI0SdKXNYOoYis7mZeWZaFMkKluQMDMKizBTrNjfY5vzmdR2rn3xfFysLQXcY4M1pdIJuCjTB+jXBoxtAygl2H2mFNvsd484YDx33lvk1nZ+7SBAs7Ptl/m2nAmuKwbWnT2swZ0tJBCQMpmYZxR+bvcjfF54HsNYMOH/73vGwEi8yEq7pJCENOP/ocMIP2uaw1Ix/cwA2EPPaFNeQbgzTZ1d5xYSkU3hTcKVnczVADtJLCX67K74X4e+OUvvkTdNsBCasMdrx8+4uXDCz589x2erlf04xVy3NDPO+79hIjhsgmqVvQAllUL978T8AQAxPocTOtCprvUMhrxlOigpqWErzBL0UbcBQBrshL8vWS057Bl965R6vLbrs+iSZ/+7PuAv++HA335nZyoaVe2veJ9LdiqwvqJ3s4BRrs7vLPBybdffwsVwX65AKLoLZjGPcAdVWzeUcKO3283VFVslx0/+/mX+Prr3+Djtx/xq3/zKzy9u+J6vRCIx4QcqLWGGQen9AgfAyHEOMHkwCskwPVsJCBF2YGsKaR0HP1AspssGiOc5x3HccPz8zO26wWXfce+7Wit4fX2iuN+ogrfm0zhLGVz9MYpeb3foaAkxL5v2EOvS0TxoRPIzpvvwAC7RkddnzhDPrPHdIvqAI7ShQwXfyZR4ps58xLr9Ifath8OHomMjJg+WgXMbZ93MIGMz93IKrDtKDHxcTh95vU+BmugFbyfZVPyCKbTgAyyJQ2Wj6yWBFigS6AzMlifeexxUEQA5UaYZZSIJbCVG6tkkDS9u3EIax6C61Z9w6pZAgc4WOqkScP7dJNrCkLmQA2KNJAdVywo2FwwIfqd1i7GczhmKtyEsQoTLEMutjkhDEKwOn35Nx6BlHHLsZGU99jXdonRVpXAIoOeZIPJcrSITHHoFafUzNY53SdPMM2MYttZ5piH/2KPGYA6A3on0uwZ6JuOUto1W2kRbPl4Zn1Yu4PNkw7Kw+Li2szDZGpoLc8JLN0Q7NPFKTmwjzy4AbiFAzV+LWpkR8ZWY88525k/sN7iWVNk02wCm+wolyV3+FFcWoJF4wyqO8hAMnNALTqnRMaEPV9RC8G90qd+0cjulixLjGfuBhMyb6jPley66fX0UlGlB/V0C3AnZ4YCygSRfJRQ1UKGgBt/plXj9xRoQGsnxa8DVOxm6OfJgEdlBpGrI9+zs2LsWzO048Tt9QXuNvSeRBCsQAvgNQ+fPGX4ngly1G0LrRKBOnCmnWVUAPQDrR9wY8coai7VvCsCRLFp3ROMyMw4qUstQCFBlL2OjLricr2wLXZfgkIIVMoYC/iAvXnGIEDO0F1JJhdALY2Xlxf0s5PtWCpqueD2ekc7D2gpBHV1BnMe710KA+fWLIoh+HOZdd1jQhKUm2U6GGLmEIxgrUfXxwTBBsuvpP1LXSOHqgGuQGV2Fk7QUbOLmwjMGtIE5hnG0qYA73oHsxO8Tx336+xEBN6bgmK67TwwgnZh69laBKUGI8VPeGc3Qz8OwAzH/TUYYhwPg+H147fw1rBf33FPugSwCjKhAlTNJmU/9WvbN1z2DZfrFWYd99uB1hpLnzzKCxs3HDu5Ukh8BBqLs5/Jg7TTAhnNtRK0ZscphG9FcC+dfj9ZosNW0wLzBu9Aj3VglswjztfQZ1yCQQfLeJ524N4Mbg0eejTnYXiB4enyDC0bat1RdEOW0WUZy9Bny2cR2tVNd7jYeG6yHXU4w3nR5EwWDhBHvWdXucVPZJiHTdimOZ2RVuhrBIcAKmBZ8lKEW6WiFOpTmNsoZ/bc13k/RbHvGxqWcktHSAh0qGI2xBACMJbndOgysvOiDC1t6w1emKjKAFOl0OcYPnee6byhdp5jvDQYmnBQExJxHrpHmfM6nqH3F8892JwDoeSr3Akc9fDVxu+KsxwyLjtXXxEjQBkl2zHfw0XzySSFkIk6WfuOWnb6XM5yoa5ZdmlwpQ+51ovMMEERxgl5M7PaICZxmUvGNqE5pgCy21f6AUjwLzXv/uFdgzH4Bmv4NG5zpE5Zym/MBD3XvUf3vJXJsvw6HBiyJxl/ujkOd3y83/F6nLhcd7Rg97+/PIWRMvTWsD89ww243w7cX29Qc/TzYIl2b7DOcuwqlC1o/QRLeHMdRTfpPlngGeeUUtgwoLD5RPocupSscSMu+yzsdlivN+DamwFdpQr0TRnReJ8YqO8FfsaHfvLvGVPJZ18KxwD2B2A/nj9tA3CpBdfQ6/v48pIOD9wNvTecx4nuhj0aCLTzRFaJpD2SkDg57h6gu6E1xd0dtRtcdlwu72BPhv0aLe4jKZj4w4gHscSlCFabA8ndYcxoGYIhRbM5zmRPayQzXQF0gfYOaeyg63Gumjtaa/jm22/xhb/D5XJF3Sp0r3DscDPcj5OahsIkZpaf65Z2Uwe42KMUr2jB87tnfPz4ET7akjzaK0PeOwJQApBRccZw7uN+H8Yo5xDUeurhKPjDevph1+/RbS2nY4IhzLL0oaT+Wxcxci+tzCCFF4xByXh4aWC23MCjgdJENwEkVdpgo+2paW6PNVMQaB3SPYiJsUdv4GFTv8kyJNFtBvnysKES61zbTo8HGN16ZoCRHeBywvnzfG8sY5Ub/vHesnNTbnYLxssIoITsLraJxgB1RApkKfsAEKytNPZZt+yhVM9/S4CH5s6xXsfmM4BRAl4PrBnnOJ6BPI9Ofp6ASwazGaCml2Hr/pjDCiDlGjxpnhG0zSvL1bJWf2YAhyAnQofGbC5AYfeiafhl+dhYScPReTPdY/7WQ4SgI7CUyi0aO+OWl/PZV5Qsg4pljB9+Hu8x98XiUPk6//yeppA9MMYHCOcuM44JeIo/6K/8WK4BrgJIZCT3vjjQzzNKcSrKJqglmDdG0GLsL8kOLSuFmpeFcdd8vRKw5Fh2qF4gXqHRph35fhBotB+0AJyZvTCobDxAliDAhqZDoRdeFrci9oeAot9aSgjScp41DpjeDae0AULcb694+fjCUpBtj7UeYGrY4wRvSzCstCi2fWcGoydjgIBqVaAJ2TsA0JvD/YR7toNP+0FGXeqDCYK50Bsyq+/u7LApMkuH45xAnDEGj0O4UhxdHV7o5GlEyqWG1hHIPEuboQpAN2hnCYy3k2OpYdsjaNdghAE+WXZb2lGgVMFWBVoLTmto7mgAS6ZLIQCXiGxOFzBAcA+mWIq2zviPB5KUwiYIoQtgKmjRHEAAIHUkItDXyIZLZLVYRhtOXlCtEuC1mBNxzmvr2eZ26nsFyTKco6mDpgE09OPkupBCm+EEPTx0W6wdwVphK2zYCVhDu9+iuUOB1gqTAmsNvm0w6Cw1CTZAdoBcTqCf9PX09MRsd4jcs6Ssokja2mSPZIZXgViPRVOpjfZBRWBKSz12sARzccvuXhiATByfyERAawIlGgkVgwfzi7pHYS+VgvK324H9colzgoerCHW22tkCPN8Q2s7IVdM7Nau2usU+xAgQ1B1ub8s8aBdqqWQlejjMkgx9At6lkh0puV8WPxRI5xrskhgBpB1taEB5dsJZ5AlE1vcQqFjoOHL4dLwm/M1IuK0scLKXKH4KF7IhQpOqWwcaQ8VM3mWgBA9VjQSJJc9zmQycntuCgSoKS+Z6BAwCAvnZidIQHUff+J6ZFDHpMYbhx0oWzkgEwDk2i/OG+Fowgj4JttBYW8t5y0dZ/TxMX0PjrPMyzrJM6rCELD4rpBGyOmGIZkfAOUp4l88fi959dFHNlPD8lEzgBGQYwWLqE6bPlDp0auFPRsDJUtsst/3p26a/7TVW/4PDy8vfvia/8PSVMcDXUW0R//lkRJ17KLvmAYpmJ1mMvcPz/HfuuW2rQO+QWlFUYO1AOxuO2wva+QrAcdwarJ+AU9Nq1cNyMZQRbwTzNpiwZOXqYLTPtZl6az5BpWAfjcTyGK60N1lKPvfZLGELJuX46ffF1GkBhvP6mVesMe0at4zIJT/+8ZIZIY87GHHdvGfJeeuG1jruLy/UC4oYroeGoSOY/0o7k3ISPAvnWH58ueH2euA877jdD1g3XNxRasH1+R1aN9yb4d4cT9fK9dFOKrmFzc9ncm3L3YdjIwKRlLsJW+F4APiG+YuzWAQsM8u4ylOflyP5+vICFTLhLtcLNe9Khb5/h+M3XwdxA/DJQBh2Mt8mbVprHTW6jz6/e4aI4LjdcbaTCc5aYb0/yIckGWCiRBODeJhwvAmHY2x0vZ9Y959ZSp+9fg/wiM4Gn3/xTkYwDiAUzb/P58vgbJRCpBMdT5bCgbOV6fL5eNxGA6zxGXi5h/E3jLZ9CdTQaGWm69NA/3Fg5w8zEMcI0hafPzZAlpCJsCxCHyL/cKvco9bzzYO9+bzRGSK/LxOwW6/gvUxx3/W8jz8qEyBjWwMf9+PmwYSiUZz2Rx7ndzyvj6zapF5+3ypbYa4JFqYTkj/svVHjAotxG4eKPM6TgXXp/rmDCchM0KoTknoCo34/2qlTHD1zjoKhjRBvZqmTEsGljw+dptfHipwPJJnlijHOMaJYehoMH45uGqQJAi0PtD6iMDM4H3j+lQYtr5klXtbwcut02IOgNr8ZtHOZjpHP6fJw8mFkVzwwAH8EV9oRFQo+F2hkL0OQscfeLRhBWT5i6mSJLkENEhxf1oVQvwRKvascd41gC5WOjtzv8cbxaypkmSC6eBkYeHdD19lNaDhVD2w7PCwFQdLoHdnVK9e2CMZ99d5YqqsN1jpuN3YWQ5ShQSjIO+1j6J7EvwkqAXWj9k1vnftBJBwihcrJM9clsv8hUBoHtID7WFWpOaXK8tgQox12O4LnTEbwOWVkkVIzpyRbQZT6KqIzEBMM51KcbeIplEsgaJRwwGEWJYlI1ibCeRF4dzogKSSvFh17lM8a1OXjOGBCvT+oAluJ+TPMjkPpaITIZu8wLUBxaGjMpN0TUbgq7DzRzSiwLBhd7fLAyQQIx0oByWL8OGNCB4QaW9MejqAs1ke2tmYBm45zd1rACClVQLUXw1bKYEAIHO1+R1eFVO6x435DO+8ABHt5D+8HzBra+YrWOoNTuUDLDhUDjB2juOYR1eseRz+Dyc94Oz+5q4Q2WDs7eiMaz4QPUejeJzCTa2E415EAU4ssPjBY3yOppHTKS7Al53GUoKOHD+EUk4+gP/2GFmUGFqBN0YJyUdxebWRK3SagAzDjChFcnneCuiX2YrDmWu+oHg05IICXR6c8/cDRJEAB7KDIdjARheuW5cjJdqM9cOsQpwA0W7mzI6A4ULVgL2QkJWNUw/UZZ38kTLLjW57T6UNajJvHTtDCfeJ12puHvz3LpAWuwnbLZmg9bGAEVKrJludYkAHoY2zT57MEuJzMxgSxCvKsY7kx7Ue4dsm8CVswz3Y8+mnDPc8zngumFB1+HpB2I2zn6p7CkeBRrmGH0h56MqRPvPVj0h9Jfa8EzTySHUO/SZJVRjboqp/JsbZxjuQ5TVsfZ6gI90uMRYokZVJxxip4kK+wdIqiS1+8GdwJ0PGcy+Fi8PqzL5/w9bevv9MG/CFc27bhH/3jfy8W3Pz+Eubw73GIB6C4mnA6k0hheosqiVx3Ej4ollhhnmUVDkpc3G939M7uWxAJ8i4Bapahcp+dxx3H7U4GbDsgwmPH+wkZsdMM/mol623ECXk4gb79ap81utpm50i+hn7OEJ5Prc18/AQ5Y0+OSG/YBMktPL8fNmZ9n4exl0dfP68RU+V5ke+/vEDGD9Y3lenzP3zOPHfWG/BO9qyDotEfQyg7/RCALO+7O/pZ8fz+PfboUrZtG7bKvzmWFaqv0GjwcrvfmXQ5DVIqpG54vd3wej9weXpiMzxIxCdBaojYzsadRwypKToZvn3EgxgJnJlAH/8OcLFkkjbiCMEU1m/niZePr2zecBx4enrC5XrF9elCVtxxRoUN2fZM+PqosnIz+n7G+2hh5y6Xy/TH4nVmaW9njKbjQJnEmJz/GZfOfSjLzyRsIqt5mFz8jOrQ916/B3iE2Ej65pt543kqzcwAb3y53XAWECyPDNjyrSQPhdxgb0SsM1wHkABt/O50rEd47xEMroLNWJ205U3HP75n1Hw65vkcGbwV1fG1CKnb+ZoVIEA4949t0h+vlSY8/jUCvLn3+fs2QI01+yaLU5GlfNQ6qaSktyi1y/cNYwuZtfBjnMOu0rgv2j6GT55hlDnppArSAEZqcrGRiYtmdwzqJeV4DX/30VApANMlKFo+G8Hi8bhP+NDEIokpxuozdRA+/iPL+OZdJt0+nnechrqAPvLmTzioJS2/YhwT4iObsYI8D0yEdO3mGQwAY/7M/WFNWO+wEKSdc4EHmj+AUaZchMEixTvDiROJDjjM/mW3o9xNmbl0oXAkLEGXH0dwl2LPVRVbMCNEFFupcDd2r8jDHxiHAwD6llkbnWwUD3BmOAsc6+M8WNstgHt2KgS2bQcAtnuFjDpn0jkAVZZvqTtMUpMqDiM11LpP5yBtxhh7gibJrXIIPIAROMhSgERGP4KkTi0SOAO9435AUHC2OyAHX1Oytj9E/FJEG44F0ofUEgLbwVKRMgj7RtXr1eoOtkGy1KoWbJV7qzkAC8A4bTZrJ/lkC/AyxiLseneHCRkKZCkw+BvnBQAEmxKwoalyuzW4s4QLHiyjeFaK3xZUJYySDRycUQZ6P1EsW3J3+HkHzhO311fotkO2EopjHr/Xo8J0Us5TLL32hrOQI+Shy2UAtOwUaoxCeHdmoFIYMVkKafMBLFTsxbFwH93pPITOk0E3mMJglqt3i0ApSlxiRiluiTF2CoIKRQRPlwtap6yt9YbbcQtdB77+9eUjbrcXuDmeL+zudjZDbywTMO/UR1IKygssNF7i033pNjPKLn/6pSHHna2kR9CeTrkKrNmDX6LK8olSCFKY0zYjWKAAQiojfRifwJHQ+bTO7m5zXYaDbw0qFSZ09FOLqcKhpeC4kalYtoL9UqMEDmjRBjv1dbiGAMBRKlsWa2h/qFS0k0KgrVEMV+BjrWHTYXPGnwjAarlyDTRqLzk67a5u4YsI6lbQrePsHt0UN1yj/bN32pFSKUJ+eBaU5tk7A7IEIrLTHeKV2b/FEtQIJ38P3bUQm5j+lkUpgOnwZfK9LDSPzBRFogOdzmSeZO1y2j5+lzahSugnZSAk0OIzgH0IEbKMN+Z7JF7HgluCpdW3eQgNefYPX4fPctwbJEtw4s5VJcYpGeKAms3PAAB/heI69gBdluVec2aMoF+LluvJpGdAXiNJ8Bg80QearbCLUlbAYi6ggAnB9WT0xYCP/UPMSwCdpeqQYJd42EAXSC3hTxPkKB4JCTf8/GfPKKr/YMCjd++e8T/7n/6L5Ttv4YwY52DdzQAmXx1/CyIxYOxi5yk1gvBruV8VZFlqrElqHHYc54nb7QZ3x7ZTs6snWCCMc6Qo2tlwv99x3O/sPEgRP4YZ4mONKwqbf7ij1g4zfWAnzh5I9H9k2K7QRQqgf9jk0EKLzNp4eNoeeTMaj9dDfPsm/lF52wFr/uzh98Y4y/zcMR/y6W/JZ34PoH1d7cpnXst3ccDJlt73il//5msc9yOSIkyuXq5X9OOElkLAaCv0K0WwlYJ9q9CiePf+Gfvlim4d9/tX+O7Dd/j48SNeX19DsJz+ze1+Q2vvUbdIXAQAspWCszX006JjJMY5mbiEhy6SwIdtYYiYelbpa801UkRhAXoPTzcSO90dx/2O4xCcZwsNJ2qnvXt6wkdzjoc7e5iVEhIbEnFH2FsJ+YpY/1spuFyv2DZ27vz2629xP+7Ytm1UzsgM9Ifv+LAysvLkTZg2NdgXvCH9EMz4/Hddv2fZWgb3Pj83HFNzixbCk84aozw6PXDjlUHrfcgAxDOq6wjiuNPnRs7F7MAo/EtmCQNCi9uaA5oHVpHCg1qXTewLQ+X7nzzAFjyARiMjFYDPWt72lk79AG7pI3g0gaFHS8tEdx64j/cDLOyPHMf40ZinBeejbgkDoFNsKOAnWpvAVxudJGI8Ighen6E1KtFzCpiRy/a8UsKYYmZUkXb0YUGm80UkdW1VnHoLgI9yMUsmkgL9TP2mOGQ0jDpW5yWWzYOukWAEtzEwHgeSLR00OLfBJtPKsWHtC50mFqsM1kJMRxjmyUjpzSZ93ljyVDd2wbKjh9C5TEq2py5XOlsxSqKLg5tre4KukynDQ3kEip/d/zL+m+Mhob2U05MaTZyOeWCQf9BjLjnHzbLe5O/3uhSKamro4ygk6LAalY4+Mt3mjrMd2OrO+dFp01rrzMCawwttRc39oQJpy9HrZLWYdJhSuLl3i9IxAKBdKgHl27ImiWNmmUlmtDimgtTeoqNeS3QfdKBLHwdiOxnpkPW0MfCL1dFOZjta6zgPOucOR73UoWGUjJ55EZw52g0Aa6+ZJUl7BtryVUOiY4BotFOETRhqGANhxpVkSynXS60F7eyj5Sq1oxxna5NB4RMg4d4qaGe0fi01EgP1gUVH2rgMIXgzw3EeAKgnxfFUQNixRQu7J6korHV2CUmhVC0QaXChMHe7dbSPtGmtG+q1YZMrICzpslqjBNI4l6HngKOP0sBrcYjyaDbL8mwf5xCDZGeZZcxzEe67GOLhDwAMXlM414w2xVqHnRZ21Ma4sCQoAlxnANisoTfD5cmg/Yrbx48U86+V+0AFsI5uJ8w7zvMY+lHn/QUoiC5bjtt33+H14wecZ8N9f8HT8zNEKhSN57I7YCeKsCOYZWIDtJNeKOAuoBA/O4glI+37T+cf++WBm4w9AkxbBDYOyV2oiqEF5nGI0edRoNDJ5LqYbN6iQBGuGTiBI6AC0R3NxQne9UzU8LN669i2DU9PTzgOdn3JBiQiFIKuWxnBsptHJyvDVgmW11pRtwCvSoVIhfUT1rlWJMAZRx+sziJKPbRgKmU3rVI3KBq0nOGEC0S4rkt5YomJOQoMuhec54ES6086hsZciUz2efro7EbGD8tITPKsL9OurQCKl0icpPYRywzXa5yN4JyoCI6D5bAOj4S2wc4OFLD9tGoEzCxdnMLZ+Yf7PZXVknO0+nb8vJXpTx+uOEZHxfyZh4Pt7gRYMPU5eUTxfUqshyJZJkwAEqDtcTMgmJk8N1iCB6TdRZR2DWSKIBB62KbU7XA8dEJGamxl17QWQGgJDbp5lntPjcVPE29aObe9U0B7+J3RncsHYEVfpoDjU1ImyQPEd9C/7Gu8Ef9RCYaYjT+CH0/y7N/VNZjYDsZeGWktw5DMjSwTGteIB+MXLGOgPgLZDFzHdImgFkELzdbjPHG/3fF6uw/Q+TgPMr4jaV3qBoHgOA/cXm847vfQNnL0s0PCv8ttzz3Hzz4PjeeK/6kAnp2pZbDgJtOyjMQi44VgHWHCwZ9en/uZPDB9gM8E8L4uyk/n5QEY+h7g6O17acbCy+/my6hrprGHODOffm74KJWNEYoqnq/fQtxwHD47TPaGd1+8h0Bwe3lBOw5cLjtu1ysu2zY6jr77+c/wxZdfYts3aKm43+/45ht2WPtv/uK/wcvLK1pruJ8nWj+BnQx0xJ7uQRKQqthqjXHMs5eo8RSwzlF2uJ4Ec8J3TzkDA8/QKopRXj7eD+P13XpUMxhaazjPE/f7MeQQto3+OUKOQMwhJaumZoy1zj4ELP3ed9RScJwN7VsmnPPZeuto3cIfiHuzSR5RlfE5aX8f99osI81LgYcObb/t+sHg0QA58t/5dREADDJcPMpfYmICldWkX0d5hkXWwlwCLEpqLMVuWcsfDlQinyOIiUPyASHMQwoTHBK+SqRyMDU2mEygIoOOYfCWS99sUtWCurRQRTwjLJ+FoExRneSssWk9aGvU1Eng47E05s0Y43G/58W1P+916PdYtnc21ELldmbPGo6T9aP8jDoMnpuFKgnfL3/HDQsgF4Ym9BQURiKRxiEfzAUa/AgbfW40dD4zljUD8DNq3ZCidNb7AF5yLFxaoPrhNPUJ9uXSkJzzsepm5mO0jB1Clxz31bH69MqT61OWEq/oBBc+iiHEeBOx4vZDAnDjiQNsyDlcEZsR/NkssRsZ2lzz4ejOO35r0GUAOzGA3/Ns8RSq8FIIVMRBM9kNuT7X383MJwV7xQuYE/77B48SXBs6OfGcrbEFZ/elxa456l7HgauS2SLEmpoPrZidqdCBvbLtsiG6LqQpDuHpbas8GBAaH4XvfbYTQGFXqdBE2kOAutaKqmz5NliRHkDg9g5bmVMpRjfnfj9in/KPKuG8fP7NAGv2sH/dHU9X1lF3lFEi4EXRuW0haGjtpC2vFRW0F/AogY2tpAqK/MY9wBpFU6OVcReD+AWlKHq/Q1CgWuMgVZxHAwmo7KbSe0dvB87WsYczMdY8wN8vGoeVjrHig4FOvE8nrkLRraO1M4Sj+XoNhkYFcL93fo0QUy8K3Tdoa6Fb5VB5hrc7Oo54reB+P3F5fsZ+vbAWXghIojsukcUEwMApuhH2zk6L3jq0TPFs2rsG+LasZp4nRRV7ZTv23uhiuwhgAcaFc74y1AQVWngOwATHSfbRvj8xqLeObobr9ZnuQ5QAmTu+/fobaqqIAL2BUKRCtgI5TnjrOI+TY+qG1k+2vLYO6w39/op+v+F+O/DdNx/wR7/8Bd69f4+CzvkRQLyndDySaaQIp1+BhigRKcDhjn/2T/8UP/vyHf6P/9n/4+/ASvz9X6IET0qcLdtznWflAA+B8+h8TQHBaJ3JgCoEKKfeWroYhuOknVFVMAa2IefwEOTEpeIx9soSxAAaSiko+45tI+OQYGiDKju1bfs1gFoG+CWSgiKG+u6C+/3Acbyi9RPbdsVlfwbUUMGEW923WQ4Vmfy6VbjtKDBAOrQ1dDsBJKAMsnXAUiIA2LcLBUqboFineJZWuETXyxIlqelDKliua7TLveVZx/2juqH3O1kv0RLc3PByu+ESXb90YAvhF20bT3zrwXaWkbRK3C/Bk/G/aCvPMyiac6cmDJH2ZY4Wn9cN/bRg3c/XMMnOAEXyrMMEiNQdWmk/TW3YcJ5gIdS6Ab2RsaNVYc0isZVlifF55vAukz2aDMmxrmwIhY9AzHok22bwRQY1BvNVJMXey9BFUWR5caV2SgBI3hcf0R2GzvXRHd7P3GxIUW4k4GZLgBUxwyz1tQCvAUjMVj6HhUB2gmSKcRb+Q7vWeCWD9rfAJtLvSLwjfZtMuqvCK6ZeYzSNSH+ZVWpkoZ3WcDvueHm54Xa7o/eO/XrBtm/45uvvoE8V2/Nz2CAyjgDguB9MdvQ+kkEdZK4IUoh/CdwF0QW3L2Wr8yplso6k0N4VFSbHkaVq6ah9f/Tt8d65f12XexivecvqejsH9HlGaaZ8BkD6AdfnfmdgVEruaonkZgLOU2MT6OfBc1wLzvsBh+OXv/zFAE+OO5tD1L3il7/4Ob6OjmtkHoOl/JJJaED3HWc3iLI76fX5CX/6p3+Cr372JY7jTuDodsO+bShbCXKJAN05b1FlIkXHCKYCkEnu++XZwbVZvEK8QFP4MZhp3TpufgAQdkSDoKsNFlRbzo9uHf3ecRwHbvdX3I87/tE/+kfY9g3neeI4Dhwnu5AW+ACcPn8xbm2tDft4vV7w+uEjjvMMTIVdf71Fpdf3rDnBihckBpJfThmYdR//0DX0g8GjfAiMSYmMsQFSnK3WXeBx9uXkaTo4kIF8Oejgro6MLIvYC8Xq4EsIvhyYAozMZF6ZQeYQJZiDQUUdTCF4COrRibXkz+ggepOdENmVUeeaQI/OrB9jylmK1Juh7BoUaoxDdds2MgRi8Z4tqeOKyjoBUssDhEoBb8nNrY9BLYDhoAyWCHJ8VhBABgjBjMH68/FO4zkvl52b4nQAnfoD5st7cwOaOGRZbCrh9IysTzgtD2g3hmWaqHqAebCgTM+s0gB2+vIW3wv4TPAQb36cTo9kkJc6Dp6OHB7e87Og3QC1wtCnyHQcMGNrpuBuAkgBYCF0HFqMzxjT9McGcJR1wjIAyBTYTWZVOjfjft/qVQ1C1ONDTKpi/h5QVNih7DMjmjvv7RUwMB66FPwIrqJlluotAKMZyyAid/Rwz5lp19AXQW7bALzXbmoOizbUFJeuWwYlZExoUZxnA84jHEuFNsFxb9RgKmRRFMwyr7p0ZJt+TAYL0XI+gHWuv8jA5uYP9qDIXFNFBb2kjhJt3nYpKOWKsn8BsxPee2QmHu2KR9cSlgDkfTSUcgmmZ2RdrULxBJOXsHEYgVa8ECIN9BAFPQTC4UKAW4BNFd0AMUfrhtvtwOVygXuwqiKoYUlLCSdpAmzTc7dxTlAYl9l9d8emG677E452j4x0MP0qYCf16SR1+mI/H/c73Bz7VnHZdpydNfxSNpSi2K9RRmMcL60EAr3LA9A9SkIzi2UGtYpsZKkq7LblDu1nAEl0okupIYxLkLfugtLJjurWACPbRLcCVUc/G9rJ8XoraM9sWGo8FGglYMZsv4VmAQXL98uFw1rm+u/eqV1kjYGuGtQ6rltFZuFbbwN0Fpyw88Rf/9Vf4nb7EiqOuu3Y9wsEjrt37PaMuu8wr4x8gwWil4KzAuf9hEmFbAK9H38re/BjuboC4gG6z00XWXIwzRdlHABJDhqMxBRmBUJPbZSs8f1EMMo6HNGlxghkltg3dWOyqHWDtRZ2gee/RvlkqYD0cK4D6LtcKZb99FxQzw2tnUPLoiiBlP5KIAtyorhRqDYaTKgyQCtxD6Vs2LRC9w3lIqH5EM9eCsp+wXm36C4Yle49kvlbCWAo9nlX1Lrz+2mDRWHKYOFMAD/mwAJkD8+RYxiIeZ65JdprX56utAbGrmI9QaFO+6+iASqQyZWsYuv2YMtVlQK8WobNMkPoZgSIMUxvHDyYWWIHma9SIlgtOnxHMi8ByVIW79Aa9s9C4B4dvTngHeed85ZsCRmgTLK/+KcPH00eAKNh1xbpBniBRwdjOvxpdwhAWSYhFp9OSzA7YvwEZLhaMdRSsF8vLLluDe08B6iYTM7M3XYAaMAZDPQRN3xPmSsDy6kHZ67j9RaB4PqruglaM1BI2ZZnw5hLX87NfyjXwjXKbzz8DACygU+egfkzh0cXRBkgoasCrVO/a/HtRRD+Ar9HNgfnuu47ihb0SJZfth26VVg3nO1Ea47j5YbjuMOjEYDA0O4HwRAhgyjyZRGXsIRORec5DC5rTQ26rEDQ1QdJAIg6YJJaKkK6qebXS3wxALLvcZ+/l7EUv+Df94u/z5XB64i5ffncxzk2m/FlJvrz2raNsZvHI5phv+xRdlpwvV6gqjiOE6+vN3z55fvhz5XKP2R0EcQ4bne8vN4BOLQI9n3Hfr3AAXz11Rf4J/+9P8d3332H56cLnp+f6KNmLGfK9RIxd6BdiMMxnqHwUBFhWWrEdbn1M4birwgUigs20nvNoV5Av7TAYNDS8fH2cYi6c4wcx3Hiw4cPeHn5iMvlQqbthd2CLRonWDO4EgMwUxR1YgFCm3jGWb3VDZdtxxdfvEc7Tnz37QdiBGeHOuMeH34nIkQVZIVAb33iMbK87u2SwPfxy77/+sHgUarI1zIR1p61GCANiwshDv4AA8wwskzM/IdzEMFa0lCz9pgPHrV/w5jQ2dAIoKfauMceCGQ0rEEyDNwTKIpB6QUo/ZPWkUMPJUZPAQI68d5TlykDDX6vg86bjw+IvLg+skXy4h0n9TyDs1ysyYDCAg68ZX9g3IdjGleNUhQVh0UpiXk6BaSF5+/17rHZH6AEjqxPtoL7Ov7zdQu1bL1RDAgzLv3Mfb99hlUbSZa3fSydmx/lEdQm+yPneoovLuOzPF4Ck6PzkU8G0+cdDsWkj81HW+EUjy4Mg90xhKSzLlbGuMZWICMgjNnjHJO5IkhFBEfCNJIAVBrweQfLs/KHLLPmnS5Q7Jvfe/xclfk+Y77HKo9dFkZ5/J3v9iNxoBJgS5Av6aQARarppIa+hspwnmeJ5wLAKssUEnzJcVNVtM4Sm2RGrs/v3UKYW+Bng/g5Kc5lf+gihfFZvBfJ/8kEt2js88tlzUZttgqGZod46kAUnGZkCF6UorKdmdxaa7y/srQlnW4i4EC0Ba1bHXTj3hB05LSXCDH52UIU3lkvHtlbwGPvR4t7t1Gq506WT0n9pGATmGqwjehULjNLMKl3qPno7kaxfx9BeJew93B0UR6WdoLiwJPF6p6aGY7W7hEEbDyHesd5nvys0OQrRWClomODFUXZdlxrDbse2fEAWSzArQT45h8bGXAG/9znVdkVqvUp/qpCcUmx0NIDlvejHStS4NLRvbMUTVmPL0KhbYNCepa6srx2D20IeLbHTZvGMhRAsT9dofuGzLCzxIfTfLvd0HoCBxX7tkGErNbeG/Za4NsG7Buk7yjP7OjW2x1niOFWLajbzvDdOl7vd5RiEK0wdViU1ckQsfSwoD/ta5RVhz4Rk1TJ4gSGrc8kgGaCKlgYmi3XCb6KCGrNNW0hdE3bv19C5wH0U1SBLUssBGhO4XddfvdsoM6R7zjPE9YN99sdcMcXX3xBcARR9l8EGoCIB9ARch+0C63TF1HBLO1wdBw8Z8Wwh26axoYYOs/DPgbLCNQ0gtJ/9MKuPR5Z5vxd62S4b9sOaQ09AbQAN9SMOn8gUOUmMB2clqGjAynQTaN0UFjqmxltNxRUUGg7QKBwGwjuvfUhIsDMkuSVfbSwsscpPQBADGCJ5bgN7Bo9Na0AdhiyAOZGN92jx7oSdtGNtecGKDp6Cq4neyLGRGMuRlAoEzRKhg+c90Vgp4cPKOndjDU8glLw3MXiS3r3SKJoMPDKELctpUKvZdjp2SWWnwNHgNiL/xZGbC1jc2ep4vAjM9myAEcANf26T3Ao4H2kSH0poXG3zOjZbuNdNdgJ777Y8D/6j/4E/+X/669+iCn46V+O2clukTQYP4PPBJ4h9SqW+eELh8+aAIYyOJeMgYIW3Y3abEPnKpJJoorz6NBKlqE5Y9HWOtCpi9R7H+859HuAEZ8O79YXv0B67NKM+6gFWSLmfdBqCwbSaNrBt1yGZCAWSIaTDJ9ex/2wQ/YPGvqHkvW/9ZVxZ47JAJDyczJJLeN8ynljhcgsJZeMQYHxt4afUjf6HAJEJ0rH/X6H9A6vdbGDIRECRd12bIXyMt0Mt9sdr683Mtit47JXXH75c1xqHWPZVYCqWeyB3qICIZ2XWLOW4WlIoQiyRJd4QHrdEGfTXMtSwpzbHKXEOfjzvewoQn/YLHS8zGFo+Oabb/Hu3Ttcr1dse0XZKo7bPRKtlEiwBERiLWaprkYZppnhOO5QVXz51ZdQVXzzzbew1uIZHHBdtLl4jz7mJb4GQieQc29jdsBzLfcmhgn/ndcPL1uLnZELJRfVEABcNsoDYDLuRjICRx6uj+H4fFlmbGno49ATUrUcHnX8jwKFQ89hCbTcDb2PZQEUB4yTM5gGbwxg/pXvxf9P4wBzSM0Rmfc/x2XOIgPVDAFmzXmyCWbpRQIZabpyHFe9owkCjAM5wB6W/smYo2QBrF3guLoWwGNhJiU4x3IYLGVrueFmqYg4g5LMvuQzjkA710EGUwmQrVc6jMi14NzAb9ZOWszh14Qj5n2OvblDLdFvH+vtk/UveACO5iseQRaOF593CffjHpajYTiA6ci8/cD1XeM9FqB0LcEsCwOFzoyMYRsg35u/x4E8IsEU8U7Q8/HQXsG1ue7jQAUW9D0CXWSAmS+ee/7HFtElqp5i6dOZ5RiMNtaqDwylBJlcjZmLGPPswjP3I99PY59Ifmb8vgTQDMOgx6cD76IBrGNZYuloPzKhAITQrcwyAW9zv6dgugNatgC5ygCmIKFlJAKtFfsF6J3PRVq3A13HPuASSC0KH+smO5WlVkju7QFieCdIXuigZxky9T8AhaPAkV3X+BykhMPlgSHG91PsZSdjKDLkgASQgHAc+dpaa3TOibkbdjO6rGgIKCKWQDpp5uhRaNjg6L3RKYx7yFbqZWMZodaCJh2WYxAsgLKVuDcdtkKjpfrsRpm6f8s40wBBUJhcyUxlAjoyzzkpgq3y3qxPJmo6LrR1ARx4MFBUogy8oBSDew12S8G2XTi/1tGjVXU8BTS1VwpgbMY1GAbeHY4sJ6ZNL8q28GypLmNNDvFmVexbwbYXHEeDHxGcbdwfdafDfRwnnz9GAsnIM2aFc0nPDqU/zYvBQjqDmGthtcdj7wkyWZXgdfpJE4DI5BPGmce3YOvpWuuwW9mpSEEwEjUc59A9pKBzBPUBcJKpZhjdYDx1msj+YLa0IjuXaWTd3QHrwWoJgDq1nZiJt/CBUl5gBfzJrCIjhGuBTTSY/xUBQc7QNhEQQKHTH2BbKaw87iw76b0xkunBZkq9BwfQDSbBKigFpQpK2Vl2HMEccXYDGwKM03EeB3l2qkJdYEoGJOeb+9GdQJi5D2BCVUN/ioHTMJCMWwim56rIsY/14AYUIWMwOyZyTdF/WgW91fkQHn5uFfqIpdRhf1Po14GQFsi22VEOFuAOEPbTsqS2ohZEVzkZvtDKYi1V0E76m6UkABrn5UiQMBml4/zOPRDA91LtMLQpF0ZnMvAeGOmxPtLXGs8QemEZg6hFfJl7UmbQDG8o6nB1nBYs2MUPSDBg2xVffTWFwf/Qr7F/AC7WtbNo/me6Ikh9pOFFLZoxkwno4/XTP6VPXYriaAdaO3nODVkC6tvoFnaos5SodYO3NkpIEfMOIeMIstjgjBNGpQdChy98PFmAosI1+AAcaTZhSZWy8dBxSscew7IvZE085j3kPaW/x98aUcniHvr8pGXUf39nfCYm5WHPzrFf4vOY2MeEGPdyJvDTDxsPDAw7HSEcHPTd8jJzIMq+ugCKCmj4lSIsNbToUNypVbXXyo6apcIaG4OUZISFxiXPgUKWqk/QOKt4NA103mzOmWL4WJ6vkcUPHy8P1mHESSVK8Lr1saZy9j5++EjWXDvx/O4Zl+sV767UGLwPMHvGZj40nC2wDgx7VyvFxp/fPeH19RX31gYGkjaa+sKKsQnHlDh/aMjiIzK2ZD3P8PA7P+T6weDReO/FAAwHHYvh/YHXZDfgk/U/mUV82DlZkY0tBls8qFzMGUTMRY5YEDzVU4hWXAdyTjqxD1TOkZ0ylkAAqyGcJ06CJiNAAQMdNWbckCAA5obNg3INGs0mEAQsTuR0IzAfZQGZMnj6dAjznF7N0DIuIZ6pSV1fHHoB4DruIQ1dzu7QKhBJD2t8BjcWhk0T+bRd5bQxwkglvse3UwpGekIAOa9j0dBoZTAVh8yos1430rIJHE6h8hyDdR2uxlNyqcgcw7zfkWmZc/1JXLO+1TgN54sSIEyGHT+Dznj+e4zH8oZkWuDBSRrVKfk8MYjr783xzrUybmSs/fWTuJ6VpSkOEJG2N17DclD8Ppbmv8srvYHhuGQ3DD4b2TMpnjoZZWPfhsHOPZ5lqn1sIu6DWkj7RzLYkkWZdmP6CMMJTnYKrzlekoEI5nrM0ClLCfK56PyCDrCnRkQBM+kx71rG/vBobZ8tUD0o2ST1lICxKU6MGCsevo2ZfCEbIUWzmanFOGjGU5T4OllHAUjTUVdIsm6gUa7lkc3ON/JAK4ACRfMTZphMgbTlMUceHcQyQ83/58KeZT4KAZyMAIlJ6elEKOFZ1W3MiHvYYAD1smOrNejEZDUU3YAM0BwjsB/7zZnx7nZOW5f6GMJ5y9bjUpaAJ0QYPbtRBcDgCICmdZzNQ8TVJ0joCD2l7FqHh7VbKjOlbmQLk62UjEgF0ADlevB4bzPD6VN3zkeJTYdogUZZWpZyujHD5mbw3uBZFrhdsJcCWMfx+i3ESmiHKTwJa0Kbxu4l2VAgVr8wxwPhfVyr4h/9yc/wr//q699uA36k13p0zTPfx5pLo6wSAG+R0cE1zytIALpB4TPrg5k2urcaqf5b3cJ/mVl08yiZVe719HFSRNmNoue0BxOo7hYUf81kCgN8zZIMAKU4IJ2M5r6hK9nppUwgbAZLofXQO0x7dDvUIZDOvUydJXbCAgQFEJ5HlvfSgbN1VCkQ9Dy8RlmguqO1E0WCBT/OQAeksHQ4GDYlWkQX3Sar3o3aZG7QcN4TVB/nQTotSDtP5ikCRPUAxqi7aECwXl0V0gXZ3CXTBXkO5FGWAFR29C2iAXYElOXBdBWhMl9qYMU6Y0KO4J4D2KPsTUod63DIPLgDoTmUzUJcHKU4mmVDmlzI9NuLFoq4ow0W1vD7QAalGaOVojrm1wdoHs9I+BrpYeoQHPapRwhZSgXnGVpqARrGM8wA1of8w9BocQ93lc843DMxQKfvKDG2RQVeKKCtYoMBOL0lDxbuD495fqrX09MTfvHLny/Pn3HQpz5hjuGovpgvGK92X9g2I06J89LnD2pRfHxluawDw49yyGjPbmApfO8JFC6J+PC/xRf5FJUoV0qd0vVJ0wsOvSydYvtpg9P/mNUquZBmPIi0d/mWwPQVpsuNyPMN+YOHO3EMEW0RCdsyQR0sM/Fp9Pe7rzVRvwJ3+fZhBpeY04YfhjF+GOd0/qmDMZ1xI4bAftkqMjB1ZCVGDomy8YiyDBgqUHPGIWbBJpodja01eKN4tJbBWWPJv0fizQUtfUQsYUwGWOk3yRLzAQNYGUBR+N550T5qvIZsVXeLBij59Ip2kMlONqzhvQPP776Aq+FY5oynqQBOppGKoPelEyuA1DQupeByucDO0AT0TNzG/GGukcelnb7jZB+98U7Gv35oVPfDwSMBM+vrW0sufh0OiuTp97nf/y1v/XDFBs+DGsqN5GmyYvJz8XuWRozDcNakJxPjE9GX/FyJiV9+RjpbGATB0BzSxSjMQxrjwASA1k6WiRgn0rNkATRGzKyPJfEYHJk/LOZVwykXvI3N7MO5nAfndEbHM0oGR4HCRnCQ1ElVHSUt2c0ov6+ZmfLoFmUeOisA0gHDPCQSX2Hd6cwaybCaj/e2ijMDgQpH+49V5GvETCPjlG14MQ+fvL/VicCyhfo0EG+vFSSbcS0D4InTvQVH1w26PpuONeHwAUIOwxtAEPJrZHZ3cdLfZPLSCbP12QbQRLDA4VBzeMn7WgMVT5s9no/vj2FohslTAXw6laM0wNNRnofVj8ltyrFkkFSwFY0W87ODSx74+fpaSwAfqX/0+J75NZmxdOBr3dB7tKLO/TCAVmYMpNBRLSGyz3W0Or4s/7CTgngoLOVwdawYJdfkjuIOoLMkCQRa+knQoReNACjsjS+0f0kNAh1BiAmY0gmF8BSbZxDJIC5b2LN7HQ2IpCMR+8BFoaFZJM5SgLS5SUlnly2WVIXJCECSQEO6aogAxQDULOVbMno67CU/f25vDweApW7s+lhQhICdWcPR2zgDms0OXu+uX+F+3Afw5RkEhlNatFKIVi9w7XC7LQd4XWrcDb2frFfHBPmnbfNwngihcIxYjmc9mEC9s1uVp00mkNCiPt+N5SLizMYCgJ0NsJjPoemSAXQBtEA9SOg+daxUAMlOJA54caDROWMLdJ53mmDfybWRIo0iFABv3UJvAOiN3SUhFZf37/HFl1/g5Vd/AzlfUPeK7XpFCUbM/d5QnOvRnMCTuSM1DVlhrTF/ji+fLvhf/ct/jv/d//7/8rewCn//l1kHFmHMuXSdmUM4SgmGWGodheHp7nCneLZKheHgnj8bhZojE9+j7QXCVykoIdYvqLWEqDmFTckqFEinXpWFLo3AJno9zluDSoVkq3bPIF6wX5+ilbqyREQPlqku9nUCqem7Oc7ziPOVr93qjlIE59Hh3uB+XQKwPG/KDLICgSyVOpLmJ9jlkSCTO5sSOCRzWwRZOu9Di6KWjYFnUIw0bI0FyEMAtmbFFHUxnewr+mjzDO+9Q2qBSkXDgQG2haZGh0VTkXTYOe4YZWjhY8XqyIBWVLHVEoAfeXkA0E2iGihAkPhtfVhjM3AQCFCAfb+wdB5pxwWCCgHQxbHVfWEbJtNMwj7RH0n9ptYayraDnSUjyMpgfbw3NVEy8EQ2O+k+/OlRqhl+aYjMLNl+RRkMjhBalmA5iqBsBU0U2mUkBzz0a9J/dE+NQHY+Zbk3AFWIdSiouWOp94Xslplswck2WbbuLLN642//IV5/+md/jP/4P/6PMH11TP/zzb9HB2Vk/LB6/ZMwsOB8wMN69ZjjYBynz5smIQAjKbQ7tRZ4A7o3xldOkkDGJdwlscsEg3lky33NcslkZmok22Qm8nSyQTPZjrC/Mh9v/esz1+fjh4cOqvFf3juGz3rvd6AotmCFO7Ds/ulNff6z1otr3APAXed0lg6PmUAmtzxioPy3BUMy4xoCtDbGXcKfdmB00PZEesfHTh9QQ3oA1hnrSySvAmZsTl1I6xbSm6FFJwJJzUSPUkMhEynZXwDtjoG2zDHjbOTY5dllSzIevMeVcDCThg4zsvkN1ENS479tsLl5Xt5udwKczWDGkj51Sh1kNYQK2ZXn2VFLQWuMxWupqDs7CN7vB4oKnp6vEHPc/ZV6lWcPjbA8V2fJv8WjDKXVtNXrMy5rRj6Dk3zf9Xt1W7MHtIqDXsDFXYLaP2tKMUSTVwq2p5ZQx8P6Hosusi0EU7I0KMAPGDsqeDCFFEgRagCjpnkEy56Z0s+Nho/Fm8HMW4AjS4wIEc8SkzUYXxcVhSlbiH07vCLKN2bXLBmaHv7p3PGNMPUQcmw0HKPFJYgXZGYrwa88NMd4R4a39zkua9eD1FUoRXG57Py0ODwhmKUy/RHQeBjJcVDPsZDlsP3c86YG0ATq43lkqBHkLA3DbyJoZ/vs2h4UwBVYW+4NwOhyM4ASRuJvh5/G0PST+VkBivGc613m0ORp4MsaAqZhWsbD3dFbm4ZM5hisYzd+B461jfmYU2CW8/AHy1jMt+GYRDefecPLAbgQboUHVEOHdAEx8seD/sdwrZ0LMqtk4fRtdWcGHXMtZQcJgHuBdFGOQTEw4zEYc48ZNMlgfdjCuQ81AnvxSjG76Moh5qNUIaenu+PWX/H+3Ze0U8XRwRK04gZ1soZKEViz2fY09vO4HAMU1sIDSdxZhoB1/2Qwls4SRsAJYOgVsbsMwSB1lg1ZahY9ADiGfrKkY992ZIcKa2yr26Rj38K98QCZHSCTIMCcBrTGtvIeqNm+X0dns1zbqXUEkei4KMikRd4SQfDCNvMqqJVx5u1QbF98gfZ6w/Fyw3knu/KuJ67XKz589yECw4p64RpSEdRNR1DkcEjdmCn7jP0DEizKf/sIWszYgYPMg4buFeY76kYWRm/UIykSLCLwDPz48WUARfTLwv6PLVfQ7nzf1Prj0lzWRhxnPRIHqRtIYC7PSoSdAqQWVK10G63jLkBvB/rZ4DBIkQHyuVygu8B9ww0Nt9hjNZ7/5eUVgODdu/dD9PI4DuA4Ifc79qcnbJcndHf0dkfvB1g2c6JenpAU1m4d7fzpimZ7d7g6oDKAy21neVQ/Os7zBi07mYNZIlk4hqVoqO9xLNQjwBWjA5X6IznRQv+j1hrsH+6J87D01XnwfgIU9fE+Mr8JQIFaoaXCjN0rmxFEeA5NC4Ixgl4kbJyPkoFuFt1ggHrded9OMdzSCZ6ZRhCSZ1Wwdmib6KSjCopnu3mWAbsGkHpagPaRnHODH4a6Vby+fIOtUKw7afuAA4WJIXZfrJDQPmoGCFXqqQM1umEW3I+TI6Q8H3uLLLGyGYB0p+9XQh9KgkXjPjrjrQFiMgWXlYJsugJX1J06dZodbHvq9DgU0ZlMZgCaV88pZqQQ81pwnh37dhkdazMar9uGWgTR/gomDR4NB8z5bJnUlJiPoiXKQabfDuAT2yhhWLwDXWQyENxop6OErp0NYgKTHqzT6Zuk/6ZRxjt9Fv5bRdG6UO9qafagysYL82wEygZodQAN/eMr50Y09sJaRpKPk0nUgqI99OHS1nsEs293/B/g9ejqDOB3/DtGrGfDnAQafHoMiF+30D3UAWI4VlYHz7F8P6NIf37ems0TAKo4G2OfohWwji70h/Ya8iSGAMp92LfR3MHzsWQEGSICLaHZFqA9O1thiWODgT6A0/UJl1LUhyf/dEzpt3uc34+vSZ+eL6V2oW51JF2GQY8YTws1LrPkina8zeBp/VwA7NYWn+sZm+VcsrTWwj8ZPhASByAIczqFAAZ4tD5xjFPOEwDAsnQ0bUkyUwMUGrFVFokyKebCMlwNPTL0mcrvzXicRdwGBYXYcza0oALsANwdXQTwJH3kcy/jo2mXhfcLvi6TW3B/qIxiQqLC+h1TNkNwWoc0avNKlKG11vH1b36Dd1+8x/svvkA/qbN5HuyevNWKp6drfC7vqXeD3xuT18oah6enZ1QQrGqtxTyfweRO3CR8x1jaFozPmdABlkcY3/Dxm7/7+j3Ao/jHskYyQ5agDzTR0vidCJxVgFSqz+3qIXyeD/JQJjUegy/PdqAABrJXI3iw+Jy3pTTCG2QzlyzvAICRHdexZEqpy2GbmYqofx1gzgyw3T2xFPpsw6lQtJPOYu9Bp0ad2dR4tpVmNsdXAV2panN2Z819XgliYCD3Zm2AEaUo6sooGM+cpnLSyedTUd2e2aFw5hawoxTSlKvMckWXibw8MGyAKGMAoAVDHC/mafRkW1k449FmC9gV+JGHsVsGT5Z9kJmKNGj2GNRpDUo2J3F5i7fGfXl/z0JRXTaBDLbdozOTQXr+atbal7lHFoobx9pw2jl+vu6Dt0CdagrmSoAGHSmsBlnLeQzuj2wXR7wGgIbj3wbAFGvDFTMbml0EI4CPQ9GdLnzPcpsfyZUgnRYy6Wqdwb8ZNXPYFbCMMVnH2am6SIppPxGN6gNMxMy+Rrtz/8w91FrI0NuUmkc9S0H4Gd3oYOW4CQTdThRUZkIBrGUeBBYNbtH1Ja5kMmmCYMJ1fh4t9lNBB7u1pVizQ0d5ATNDsUzTOZcKFYNLwXmcOM8PeLpeo11zCqwyo06M3tDPjus1yj0g6NbQgs2gaWcQqylBfu9Q3dE7g00630KG1qZ4enoegdVaPgwQIDqtD8cqKeiZBMAoE1R0L3jxD7B3T6jN8RyiuvfbHe0gGFGkgl06uI9qKaj7hYHGAHAdnuKGfo55n/uKwRGkYVoi7ht2DWo4zxPe02Y0AAa3HSiOy+VKkUWQtcp1pkCpsM5unNt2gYpSKLd36roEA8TNCE4guGTrnneEzbUl2MT42dszqLc+ROU9nvHeOy7Pz1Ey5+jtxNlOlOo4Gzu5XZ+eAFE6Qs1xfznwp//s38fTX/4Vbvc716Uo2tHx8eML9ndPqPvz6KDjveM8DY6KKtToES0EF44T7eWGn+olRXG0E60BWy3YLkuJstBmbDUYc5qll0zUkUUX/BI3nOfngUsgA12QFaIMNGotqKLQbYP1RQsh7KTGkhVRyCbUGCqC6gXneeDX3/4Gz+/e43p9wrbtuNYd1n2IoW/7jhJipHnVWoHCtWRGH2jNhZDh2WF+olmBt8K12BFsqSjJzUdVBjqp6ci22DLK2uC0V60ZiQABvCXifZ4HzDvLGaA4e4ffgf36RNBEKMS7lYKzdTTvKMHyTU0TFIFUoc6GA9Y7WuMeJECnyFJmotq07SPDHddhisMuKPsF4h+ZNU4/E+uZz9/Ztw3ubNTQrY/SHNHV/5ElqJlBO4DI4CtK+BZ9ENgZ8GjdUC87z6bT0byjB5PU1Bi4+CzPIqN3A6rjPFvYX40uWvNcyiuZYq2nPz0v1RAjVgJ0x/2AWJ65svwN+o+N7CIiVgyEeoDz1oNZYGSdtdbQ7YjP7SRipo5e6CgZQjsOS6yRa3QkoYHsrqylAH0F5/9hsI7eXiNs/ySzigkqgr5vFx8aP7PEK9ZqxjCBooR3HwLS7Hb94cMrXs4TWi/YLhdIqezMejSch6E8PQMiuNaKUoDzdsN5f+XtdIvOpB3qTt9f2e3KTsZKQwMz9mpHlEpmVcZI+mOA01PsWmLvKSA9oZUYjLeQGR6/ztImWSL4MY7TRjuCfWNZsqbDxUifvVaF1Kl7udoPoMZro8QY9BHY3a6Nz0/wfny2szM0m2QMlOvhsm44hXpFxPY4XkeWVEuy/EhMgAi80QAlQUQ1x1qBGxszYImf4NEkRci+np1knTE90k/0kRhDp6ZlCvaXwjke5I/oEGljLbPjrsU8U22AxbQGDYDR4SaA9hHvU/pgVmhorVRx6DLE9i26sGlh2e7t4wv2fUe/n9AvaG/NGgScx1oVrR0EeSQ1VvnvHnGaOPB6u2PfNnz1x3+Mjx8/4rBvcLY7JXMSObAo9aw1EJdlfX2SuPjbXb+X5tEQtstP1qDVKWbgu97omwVHB39xYAtGEDMNTARYsZgT4BglcUp6WnWCRnDA1WZW6c3nZfDnztf0wLwTSQUA9/IAIKxU3Pz3qlMzjR8GC4HZjigBi00BBEXMIvuYz5DZn9joiqitxFJHC2DCLLmvPX9lvPdwTvIZPQEMOgyk6eWwL7Mzfm1myTUo6NZ9MJVEJBykrInvYx7XvILqdA/cPWh3MtljPplAaQO4yDEXATC1MEYQJOPeRQQ1AtMsp8pyPLgHOyM/D8G44lqqRdFh8AyihA55axb3Pxlvt+OYxnqsh9DESe0QBQSO4nN9TWYA6a8Uwi4T1KtliD22MKTujv2yhwDmnJfUwSpFse1bOEI+p/Azm38tg7Mo0bFYNzzsfABNeVA8suhW9sTysx8PRvTZa9KaU+AwM0w+ukRJOvVGzZlSFvom32SAeS1Q7ex+lvbJ3XG3PJByDLnHcqvObBsnKZ0t73FIFGWHLIt/J4CX7ocIJMoDEkDJjIwWRUUJPRRMO2EEmMw6plhgp2ZT5+uqR9ZGHDq6TeZ9zq+60amotTKjroLLvgdTMMrLWMMK6x2KncG+0BW0juEgckwl9CdS4yVsUTKoHKhasdcr8ARsWwUkwDpTqCA0DRi4lcKxM3dYOyEoyBJEACGCW+FwqBUIfLS3r6LAvjO7HYaU4s9TGHPbdwALwO+OtMs5v7Zk0OCAiUG68KB2hI1oMDToBjxtO86j4Wgnjo8dt9dXXK473r1/B9gZdpdZ1t7ZJasWg/cOF54nRQtCiGyej5jHqTsGXTpt4GJWCUQmwPpm/0zHnvoEPXSpVBXP754hiKyyUWS8bBvO847L5QIVwXk21Ep2btUCrRvcgXdf/gzy+oKPLze8vtxw3O+4N0M1wb5tOMNBbd3Q7g3uJ1zJ9BDhnLf7McC+n+xVCHqUEO4f31aFlig/80zycHZ43obHEQ6s6LTFDzYjbExJwMKZ7RRTEJfmGeJxJhydHcnKk+Djyytu91c86TNq2VFkD2AgbGYzoBukODXT1FGNzvx53tGgEK1k10CglTbTQkh7OGHAg721KPdkKSgTeEU2SNFR5iexl4bfE2GeSMEmVzS7Y6sXCASt3ZlAa1zj27bh9J8Bx7djjDA8ljDWEuCAzvJ7cZZMuEWCxB3wgpJlZgFojw6TStYiMSAGPiaKJvs4J6w33E/qU2xVoO5RPkbbkpIPqgrZC22Bd9xuN+z7FbWUKDk7Q4cuJQEw/AkGaEAKleRIsxqg8vyCILv5lbKh1B1Fd8CBhh7+pkYwT9ZbkQqgLTHdRPVYLkjmjg3fc5bzWgRa1GADtHeyrIFRIg04S4SXoHGyOwh49ubxrD18Uq6L1gvP625oHjwWoV4fekW3M84K4o2lFFSpBFkh4R+F8pfHPnMfQXqesSqCy77h3gzS2KGWpdIdfjnxP/9P/gn+8//nf/uQ6PiDuoQMvbxiNpBe43xZnNfdpryG8Njilg6WCSL5hekv+UMHV0c/25BrWDUGPZNlRfGzX/4CP/vqK/TzwDe/+TU+vLzA24kNDliDWEcJn6sAkMbzBgArLpZY1NyCCSezRFujmkYxYjU+aMYkeZJOpuQnWNHb6yGSf/O+42uMuDd16fI8oJRAQXcC2F3JHrR4rk8+fnl/B0bDFQH1h3owRJmoY9y118pzubUJKC2xbzfDqTpKoohSCKCKuu9MekRFi4a2nKqiH0eARzrAo1o4xj2aq4x5js/0BL6PZEADWWAh46EoM5Msm4/H64hbWT7sY6WWumPb2U3xPJl0GNjCeNI4WYX2GUJ/zyU6ighjZeoe0Y4J4lnCl7q1+3i/TERaM7y2G3rreP/+HbZ9Q63zXm6vd9SdWp3052SwjYeECgQFYCIDHSokfdzvd4poL7IpABtLANytlFsoY309LJPlv2/B9O+7fi/wKDNIMj4qN8tSRiMTkJhmRqApCvrmpt/oEAPIIJ6ZVRlBocyN5ekgMbthD5s2guIciBEE84DQUUW5sm7i99bAPahppCZz4ST77qF8YIwz323btnlw522Fo5eUttSuSYOzHsxjeOQxaB9xTERf6XDebnds24a6M4ji4RzukrOtLEVRI/CCRlbQBjjkosiuFO4h/BsBeCLuXYXBSWxujbrggdpnWc4QQp1zNe8/njtZSvngCzhnwva/TFrGOrJwkEPMMxebLH88nO8UtxyjlgtTZHy+wZHiZB68Y1sCxFlzL1j+Ge8Xr/f1I2YWarxH/mzZC8OPnmjewybOc2Wu1zBejwvtk2s9jxg8Evx7ZGlRxN2A0NB5BI4wqLA5X28+b4CdOZyfMqP+Pi863zIOrHW+gblOEPNBQTr+JPcoJMTzu6EBUPUpwiqRhbDYA0CIQUvYCa61zLRxp4WmC0DBwwxUJBwSxwAd0x6kkkXuF7MOiZKynGgtQNas537I57Ru4RiFpozZiuWMNWm904ELNt55HrjfXuFgyUfdsjsd//B+6GSg92HDWue+FMHiPAuy85kqAaVuhn4yALN+R9EdtWgIshp6b7ja81hiySpKB78EuwkAzAlwawZMy/wn0wqgUGuDEKzvzB4VKdBtBkC1bhz7WDt5Ay0zfgCK+CjHcje0yNrlXLoLGpjZo9MEshGkxrbq8Cpozuy5asFeWc5IWj5wdgLuCTKrlnAaZNgwjQCwLUF4tkOn3c1TbSZ4JNZSbzbG1uM5eVZLlG4Cm15hfsyDJ0HXGF/vApc+95oomnaU4ti2HSrM9lnvOA62Ge8nbW2tO7QU7GZ4/uId6rbhjA4559FwHgfMCJpRB4clPL31z5RA/4QuCe2zYFho1aF1JFlqqSnMGj7DIjY7mJNmUabPJc8Wwz6AD4RNKwFMnye7NFbn77WTXYhSD0a0QpSMuzVvISLsTBQacQPUsj6CBUewUYwRdhEAUiMnQaZtsvdGEBBA+1i5npoWDRZnMQAU+QitTxC9BGjKNn3UYmC3xmTXqgtEOrKpCd83znTvI3Oryz7ic1DpPzPvKaRPZjDvlwL6YZuzFKqUwIhyovinicBLgdZ3Eepxn7KEzFGkYNuDwQAA3VD8S9z9m2CWOkKsapFsCNZs7wxcLGZIpudqgtAgTVYCGUJD5DWy+mwrPu2naIEWsnwyQZC+ADAD10yIWgjQrs56qSVAnWC4LjZnZWR7+LRpq9P/4VrJbpJTC2UMa5w7LIcxJv+MpcO8z9RhyW3GE14lgHbvZFwlyCUzIewm2J6fYB9eIT0EeDFuOdi2EZcqn7u3jqqKXrh/NAI71YLr9bE86w/x+tT7XEGP9CfpwYzoPkC5x7KsJcbx+deqH5Ut4Zk8zRIyDJ/DYz390Z/8Mf7sz/4EL999h+P2isH0c2q8qKRNjU9wG0L3mfxJdzwbm0hJYIPNQkqAG9npbdAjwg4OWzAs3fddsuyf+a23bMMxRrFZxKl5VkLMXyCoG8FWNj2YscbD1GD1z+dAp01D+LItfDqLc8HdcJwnPA6ajOdSMoGanx2nL3BfIDnaOv2psH/uUbZFOhnqvlOKIdjhg31ULzA9kLFtGIDhL7fXG8+lbccIgX1+th8n/GzIgsdSNfT9uK/PRbbCzeAHkOKOWirtVTyfh59NH55rmTDnwyEZdi3GOBnwkewsSt3N7BB5otHvRIDhZ8PLdx/w/OV7+k1FAHP0SNhkxQ/nlQAqGVLh2xllUmst2OsOCHD2PtjuKRf06aZNXz3ifgf6WDzZqACf+b3PXz+8bE0fdXiAmONc9Au6N9ksPg7MiXvERvvMDea6KaVQc2aZyHUjGKJNqLOIzSEzxoZEZB8GzQCYQKTEtpfomrPoZeSHL/eRGzXBkzIOsxRYzfviey5FJXh4uHgoCYcEmGJ++bwuEpl5C4cpDjqZ7ynjvwFqrUHjAJPAlrF5LcGiBhASMn8z6MyXBnAwRm4NxrJtoBMInIIJfH6PbB0JQD5+P+/Bx80A48R3h5c04ojOAvG1z0w4H9+ngfRP7306hvnz5fnnnXL0klbrPgAzLh8ZQn2TmfSISOciTkByPN8nO24chwymluB+3G+MkYzBn+/9ACglwBN2dTjhCyAKgPc+hnd+5gS1fOzByQLD2GN5oGRBVn7mYDPhcwfjj8dlygN4ADFj+aRzPZlkcy5krq1hXny+xgwoKda6mAhPRuQ8uNXDUQbINDSDtQa2U+ceUV0yVB7UWiHLQj1+B+w8ld1zDOE0LWyTbMm8+GPjOXMsCDQ4suKXJaKxJnoP8CggbQXaeVIvpUSpVClDq0PAkk8f7yOw5sx8LZkbdnmr0eyADgO7lTF70tGjEYFBd4rtpoPi7qhS0fqnLJMBLMf0eADEpbDjnK0HawTRZGCAMisttEQkGIaFWTczUBg3BikPVE60wrKEVgHVC0ohs6FHCaOWbCfNADx9nwTpRjbdySSpZugmFEhWxXke8Cbowb4wn8K3GUQCiAzsBBk9yklSTxBFQux1nr/wsRpGQGVUDR7tWofVUa5dOjgbskGDi6Ei7Lp6CAyTZVqk4DjOsJE6ui9Zn4zK+9FwNkPdLri+Y8c6s479eScr1vj67LrSWkORStZqBL17rcBF8M//yR/jX/23//YTbYUf+6VCxl8tNYT7NToXepTshOC9Tl8ifapMEAGIMa2omqXEPvyD9Fc0Ps96i3nxaCUsMOsUjHfuX1U6s0UqyEhNEEqmQKzMzlzpM2SCKZd2nKbj395tMAVK0bHG4DYamph3iIX9FB/MGJ79LTJHPoM8KEtqEfszQCC+bZRCIET7EYyWEHSn2HiyG3LvRvLMuMZdBIoy7wFAJqIs3puyAuStFwBSCtwLSi1oYMJNCxuPUPvVBruSOmyV7KUBBF9xHN9y1DLhFSDpSIgCD0xqGamFyfuQJbNvACQ65PHM474stbDLGh2zYFSwjJn+kA7NPrdpd0TZsRMSel38btgAo34IeF/JO08bPOxLLIBS2AnTytRLWv0TLRo2i0Eby0eou1ck/HgRhA4F3JkI9vTB028DGSW1VGBzdOGaSOFhh1PAVxLMknHGxUJH0TL8ZIHD2GCV68uBbHqiNpvO/Ihcob/7azG5I3m7OsZruJMzqAkY03fsce77gwSIzF9/41tneWAmKjjsxrgPglIVP/v5z/Cnf/Yn+Gar+Le/+qtxG92SrR3l8wFAck84lmARI7ZKcCgYb5mEzEQkAojM3/H194cDuawjyMMQzS5c02mbypMLgBTPlzGjZzwEQWvs6DU6vpUyzs75wekDLi4tpv1GaieGLWzeH4TJAz4BkJp1PRp79GH73Qwd2dAhX+/QyxXHeaB7RSl9+GRZifPu6Urbk6yk8C+9VJTnwkT92MwEgEotOFSHDAqXiYSuJwAzNL2h4861ow71LWJVAAkYxltzLbYZu2sJEorDQpNvRJbj/iMug4WftW729K0MHVkxhaHB6s4EGLtwkj0Gd7y+vNIGXwm4FS24Xi7o3uMZYy7iLFFEt8cAtRIDURGUWvH8/IT7653gUZY5LoklR55p9IGTYcpEeNrurLT5YT7WDwaP6MD7DHgxDe96jcAUuQ9iMSRtKeujY3JGcIeMzmRkb6fAbDgna+DfOzfCfLNxcM0NAHjPYCpEohcwZ6yRqFHPBxMoMw7A0CHQQKSt+ZgMZp/D0YtDZSFfTv2SzPRabEhPIe8YF7EJMPg444ehkYDf0ll0Z8tCshXeABxzIpbnWVDSsS6Wccg3UIkylzBpMn/P8/UD+FjnZ/m4NzczuiksnsRkDy0bcTjDjwtXxtymszH/nptiuYkRLb/52jw1WMfhlAKfIgKp8Yw6j7VP1vYD0OLjI8ec5b1n5i2C5pWpxrHMI2M+/vh1mc8zntXm14I3nzU+k7tEZPjdcH8zF8jvR/e8fIdgHa0HgS/P+VOJ1zJLz3Ln0A9JR1qXWvXlmtpfvCgImgdw/MwlGD2TbSeItW1ZOsKZ6ZG9kN6Bdo6x01JmB8k4yDOrLEKBwuYNXqLsIpwXEzJNWu9wi6A6a6I1AKIBjKWDJGM81mxefjxFUEPcrxk6LMRMM1uXDp7EPdNebRsd81MVbhTou98PAPvoEqVKYIZiuJgtu9UBCS04KEqW+wqglc4gdOpNcCPQ5ijYicKi/VE67NtW6ZT2uV5Z0jX139ABb9TEcBCwrrJFsGEoZYNJlslGkFDZbY2fScDngOCiBc1baG/MNSQiLF1TQWszcTJsS9xvqYrSGWh0aziOk05ACIaLVsgeZU0JBjkY5No8d3INp46RqIyy6H6s9G+uyyohnHzydztm8iF2zsOzRJgU75Mt4mW5HwGK42wsB5TQmkoNOwnn6cAJlILL8zOe3r0bmjyQjmYeegizM2k7bWT9JQLAWipUG/7Ff/8f47/6138zuqD+VK7UzdCis1RCeSyV8ClqrSglbZMP+11KiXOPQVdrgqKd7C8IXap4cSmgPpIKLDvkxTxo5bmeHRER5SWCgiIVog51HXOcwZ9G+/YMVphcImyhwQbnxzuc7UzpuHYMfwkI22MdrvRXDID0SEHVDaUKVLcoyQiA3xLYDpsUXl0H34vd4xD7gsGigqWZbgbv7CBXJJJmjmDkdghYPtWVwBmBbY2gBlG2FjZh7DiBizEoKgCTj8yOt1sLfyM6MYqy45sbLJl6EvyWYAvUyDZ7lsAJn0VlseGegTA/j8mHMnRh8n1ToDsDq7Q/Gq8huCThlujwWXNtUXCW+kOmbGCgILiZzSVa78OeuURVwHQwEcZmzF+W0Hr43NQgpI1oLYR2bQKhWtltVJFnLCJodkCFXebCB04LwHtJP5pnYAbJRStQeZa422DzuVOE3wPknuVxq7+nw3cScTKQtRKsMsAlmcDcs6rb2Lt/aNf79+9ZXr342qNqAsD07af/n130PMbelvMQsurvpe/P36abPEFqIICSkBphkoXndC0Fl/2CL774AsftxnMjfXvrISsRSyPeb3Z/XiD6sXZnrJM6PLm0Hh31XPPhc8kKHr2JIwXDpua35xqb63aw4jIqEMxYLcCk3g1ndPh1s0ic4aGC5MG3HcCAT1ua1SGgrWk9Ewp9iZg5TtYaS9hbm81eQkpD3KM0Mc6T8BakbLi/vgRbS4OZH3Ooir2SuVmMTPJivO/DBe+uVwJGGS9Hkq9sFVdRPOqrBjunG6z5iGHZfbjD7tRipCczR0VjnixKe0vGSxkfLP7yDJNjnajQ7wETdYO1LWCSBS2Sc7xqJIRa77Dewt/ukOgEfL/dYNZx3K+4Pl1xfX7CZd9xO+4w6eMGzB2yMDk17wVg8rlTY+r6dMG2V7Smoxtu3XKNS8RxKQnDygdN/15i3yUF5jFE+t7rB4NHu+SDPIIKonPjZfDZE/3QoKhVHnxuhnbceeDVMhDl8Z8RPCPAxxKHfojgtXkITLGqxeDkYl4239wU3z8m5k6Kax5CNgdyDD4yqF+UYdxnRmQxon+bK5lGadi4pCdC7lgEjM3QGpHgFM1NWzPagi9OKMUm6ewMs6kYG3wavjEFI/hIgEnmjZIpNQCRCeSM18o6FkGlXgCJTw+g5Sk/GcPHQ3kEZgsKvoJHHvoqaTR7o7Aj/SairWbR6SjQbDr4E391eDhZ8/kzmHIQcBidJfC4/vI+kv2RNn2s87ng+Y4+ltcY+3zOZEdNoG2Ox/qdOWcEjEQkAJAJvgJzbc3WmfFOvowrMJ5jgHX5SYuT8APty7+Ti89kKBpUzOgQ4xWz5Xy2nY/XAxhlbhIBBufahm1JUMl6RztOXC4btv0SWmsyxm6CNRHopbOyTBCDQwAjEBdIKegnsyDNMQKPFYDP92D3oo6iDmRwx5NkrJ9k/lmAQ60TYKYzTofYH5cREIGYeRu2ne9l0ckB2PcNBQXbVrFtFbV1iAP3+w0vrzeIA5fLBbJRdQU+KebW6Zj0Zuy6Ywx8U4tN9/m+R/+IermMYcry4aRV02gx01JrYdeqkxou5nQY0PtgMolHi20oNEUgG8Gm/XpBrTvEUnSVjtQYGwFEKlQ5DvfbK3Q/cRwNzU6UUmEmcGfQ7NFN7Ww+khwiQWGu1LUpXlAagcL7/Y7eG4sbzcGwSejgmcEsOzCS+eYCuAgFJK+YzjUISprSIbJ+QBBttYHh5GZJ3LQdjzY1v7Zgp7h5ZCmjdNDmnPTW4SfFztmJCLG+AAsNp1J2vP/ZDv14oG7cN9tlg1nDhw/fQdXx7v07PD094ThOvLy+QKTg3bt3EFRmBCHR2rugXn6apWtVCswJelQHREpoLgRAZ8G4CJYImYqzXENVAFMYmL307tBLJLWGPZ6BLIDo0qioWw3WCW3TgAQlgCcrwbgxwJXOsaRDHRpgG3UZJmsyGBsIMdDUfrEbtLyDiVGbQio79wkgYkPDb+qDAOsJloGaKkZQwnNVoIG6U66gw62jW0OFwtpJpxxxnprDewPL1jBylsiApzWcJpByn2vMHb2cuD69R4EEu7ojW0tzf3SozHJg86m3SB2VMkDCohVoAtkd1gpqCU8u/Z/eIHVn0NbZoRJKMJWdgmQZHud4a4g2uw52MNldPNva2XCEvW7tRI99AwFMuPbIZgRBGeUa6A2gdxQDpeEbIthpJYB+hM0RlqP0KBnMyRSnPkvJoNGEpcJwiBgZqaUCnf5ZATVDOthmusoGiqBrMO95rnV3FHdQ244aJZTVU0ocqAKlDo/KwpaxO7NDyvR5kxHGjqCTrSpxrmRreUv/0WWA+loa71l9gP3uCSAotlrGmfaHdP2H//w/xJ//+Z9jJEzzDPF5gqSPWfA5Gz1BGgFLLd0HeQsCRwl7070H0JSkgABFNDROLUTchSLRLy+vOM82/rgjypV0aLZJsmgBwKPL4thcj8n9BI4yeTbL2GV5Gv43pQt+1zXsT37W+l4CjEYkgiipQ4AooO6TO/Z9x8dXdgc8T2oR1ei81lpHL52lT0uMkPuVYCltqUXntFKUMgLe0ayF5pEDMVZV2TDhPKNBh81YWMK/bX0lPNAu6Mt36CXizIJRtSMq0FrwUgp02wgcRfmaiOImnLO60f+FGdlfUJgars/XsIcR6UgAOZ372BVADUZjf4EdBzrYoALm6D7BmFKUJWpxJg//2jBK9LKa56FcPkCm9aCa5dIePk+Ie3cK95eacizUKLLWAxbR0UjlOO5o/WBDn1G6HgDVAoh0CdTBNSqIPFjeBkhF3Xa8+/JdPMtH3O9HJKczxsFIBM+1F/EnCMAlq+qH2rDfS/Poh10y9keqrq8HoSwB2wr8jJ8vAfcn7zwYARhCXGZ0Ygmu2OOvyQzME+TCIxQSQXNnl5HItJg7/AQFEzNjgUR55xa1BECWILuITj2c32fUJETaFqMkRWfGOYAE6310fjI4ajp1+WQKsNu2j0XG956LJV+rAXDkZd2HoXWAbS5XMev5KTMEsSXzMOZtBZseO3CMcccEjybAEaDU5wYwQafMaEWAPsEVjDHyEH+z1onOArBaQ4+K2cfe+9ChgRp6j8BahV0i1MF6+dAiiAhuBN++ZFPis9M5hIVYpEY2LwxzBm3reqdF1uV9OH6JrENkOERJux5g3QpYiYxxTFbKAHRjfdrYb3MO8t8ZMBoe52oNMn+sV90ociyYoBtUqa2lGAb87ZXgd7ILA1rDrtGNrp1o93NQ9inumppaOfbUHUkR5lLoRPZSgVLwLNm5h87mtB38e7tcHtdz7+jq2IaTtrJcQli1gAKUHuKUoV8kTMUvTxgFw0u2Ge6QukG7UkupbGhyhL5QBzuS+BBgzK5PaZ84bsmeVOyVWVeCDQ4UisEzC8N1q16BtgEndXP2fSczpYVgao16awHqVjEyJC2AKEbXSAdssd7YNoVbxXGcuN0OHs6RETQz4Jz2Ig2btQSvIxEReiDZUWxoxgifvye4dL4R5B/aTx1SN0iAyhk0qSrKHvR3khRwuV4YcJ4NexFQUN/RIqva+x3Hyb24XakL5SWnLjSIgoXgTiHNfStQNLycJyy+P8pVhJmoe5sOlC//TeOeY3S/n+jWw5uatoSvEYIFRXCed86ZA+ZknG0bM8QfP77g2juen9/h6emKWjfqNMRnXa/PAxzo1iGF2lP3a8Pl+jxslZnAT0ClYd8vD2fjT+WqRYGq0Zq8hE/koPo0yxRngMHzjStd0ZDBE3Cq43aeuG4nmSYAHdwHdqkCIHBU8jOjpbRJG3tHomTNwVbzQMaEZIdIgC5Jsc+svapCK7v+5fkvmucS9+/1meBvN3aS6U7NNYomK1oyAN+eK1EyLiqQ5qMsjVGmLsCLsWNS6/Bi6O0A7SKABVgCQPC8bKjSIXKiFoEVxcv9Fe3s6GfDXoGtAEUv6GcHpBKY8BlcZjkUxadD+8so6N6RmWeCRmOO07/aBeKGfr/hvB/o7YSiM8hqLAuhDhOfWbxCAZAH2gNSZtAmAKRsEJfQMKLN7p1dEktqqtUyNJwIHFroSwGlypiztUQ9g4kEsMRDUw5kwDkQZR3TRyjlDVgQ56KkjRSHuwKm6HfadQbLO8/kQpHZHomKUrN8kbarlIoNLKnmPE+mAByAGtBof/FmPXVvtJfAPDMCEFejrysBOTJuyG6k2cRCRuJiMEgVsT8IiGVCAKr4X/6n/0P8n/9v/wrffXj91Aj8AVyZiADAM3SAR/yvfo9tHkCxC2z4WBlh2MMx5MIgu7UGh6EJoFtFLwUf7ieOs6EiAB4t+NWv/hp//Kd/jG9+/Q0+fPsBx3GghghzLRS51w5YlBOlBtIIyvOjY83JKFWTwZaR0G17k0J/+P35nRn7PgzHCIze/v6b72WWqAMotNMVgq3uUD3YqbRW3O8HtW73HV999eUkUiA8rkiedetoZiNe7J0MyeI1kpGNSbewIUx6GbZS0FrD2VswOBM4Ak54JNpsxCXrOBY4XMnqIXMQA6wu92+Bs8CLwEIOhUnQK74TAWqJcjWWuOrGmA1ffhnNhwi0qSikCFArpHdU53nqbniuV2xPF7SzQVVxvN5w+/iRHTk78BTsJwfBOl3GDaIo0a0zIzaGWha2g3+ygiCW9Si9H8lOONlBDnicC1oVURIx3sec2lGOG9xp5774+VdMCglBbKMoA5MmuWx6izHgPhAIztbY9dZ5bpeXV7y8vEblRaYGBJkcwjKnMRgBIH0Wevns9XcGHnmgpiOrLzIAnvFzxyyJGIYogJeMpjJFMxCweYh/3j7xAMjyHhsHYYAlRdiwA3PEYqzmvXePpDYDCU08oiXIwtfl4pjgyQQ+hg1UQcoOiWCUQT3e8adGo4gGFXkeduk4+rj/gfyQ8l6Yhc/Al8ylEJdLaB+RZZKswQwIaJ2DEQgjUGoOoIYT0Y3aLI7s1pVAygQflkdZxuV3X3RcMrPl85vzFQ/AzCjDCSCth7Bt6Y52nGitsUQlnbsUw/QU8HTqx2Tf2siGOqLbgAC9cJF0UL9BTQYN9oc82w9+9s+8eKwnj+yra9Sw5k4APre7B4i0nsY5x7E38lB5W86WwFGy9t7e/6TF/jivWsvY/wD3YAnbw1KmBqCOQxaIve7AU91RCjseHNHVSfoRYOFc7z1KTqUdKGW2v5wMs8XOSR6kgstWSLfukXUIR6KAYLVA2H4eCVQYNMvKsquO8GAfWafecX268r56C/CIoI7WCusNWiq2qMW2zj8luiJleZGGzkWpAnNSlVk+JrDecR6TXdfPNhwoO3n87vsW3YSCkWIW4+V4er5iKzuDMHP02F/WLcaCGnAa2acE8M7XO7an6yh3WwHQ4eRlVhAynZ4FJG0S4oFnQzlDODXA1uy8540aTFCWR5Vd8YQrzDo+3F4J6PST49v4vKl1NGwpMJkHreE476hlm6UbzjmD3LDrBVvZ0DBFsUsE+oBCzRhY+9Q0EGf27Hy5AeeJUhT7XnEegnusvdYaVBrKonWXgHnZomRJBCW0ld74zQNwVSFjWAuZFb0jzjqHF8VWd3gJQcb7HeaC86BYcTIszTp667hedq49GKTsZAr0hooS+i4SyRxlq+9SIdWgu8FRGRxnmVwxbGVDuTz9/2kl/n4uUYXWbTi/eWU2sAjl8V2Arh7gheF0I63ep29RQlNHpXLMH+z0tD+lVIJPp0O8Ybts0FJQgXg/AaSg7huK3Jnx7xnY86DZCksdRctI0rAoP1l+DPDgBAZLUVgEXu48c9PbHWVbtSyaZo/Aw8pmT70UcQE6dT4o3s7xrGWDN8P9uMGawf2kL1QEW60QXPH6+gEwD3amYRNgr4K//vYF3/3qr/HFz36G7QIUbPBYl701IJoRmDPzXFUD6IvkS7aIHtawYN8uaBZtkqPCoERpzl4DaLo7zBqsHyyvO2744vln+NZ+A2sH+nHA2gG3jut+QdWKUiuOk4FaKRXncUDQ6fNxcWFu5gBioahF4BXhM4VtLIoqq65Tdox0+nJCFns10tS020zyhsS4QkIHTmJtZzIhfVq27hYR1GCQ9U4fq8gJe6OlMbRljGVheS6kqztbcyPAvDxb46x3DF26h+YgjtkFF4+JV75XJF9zzYvCH8CBKOssCK0RJml2CR2WUtFKR6sd5Ty5Xmw2F/hDutYSsvwaWMCRpZx5qBhn/AJQkypissnLcggM7j3KNB1nO3GcJ87WcFjHCYden9Hrjo+3hi4Vsm/oAC7PX+Avv/4GP//yhr/8r/5r/OZv/ga//tWv8OHDR7y/btCRnDUAFvpZ1Pbivc8k3upLaNiXUXKV9vAtEDSi79gHSzy3+ufT3n8eeJo++/Iesf7dMJiMDscXX3yBd+/eUa4EbJTUzXC5XtFYjx6xTbIiWR56tjb07nokH6s3NPcob6JP2fvUPjpFBkMciPIm4fv3RpIF8AcAAQAASURBVH+oS1Zq5G0LejC9BWzAYYLBpjJgVGs4lKCyd7hHsuv2XZyRMp4FINj/rTsu795jqxtUeWaWtBMmkGBhOQxPu2N/uuD+esdxu5OtKgBeXnHc7rifjWXCAYqVqfbAWD/YskzkTSF/ZCy/SCdIsIIjch82RKAQ76OJFEJiB+AZ0q0TGIxEX28NL6+veH7/DrfXG/bLHjfksaUizhbEWc2mK1UqlHBd+N6Ketnxxb7j+vwM+9Vf8x56Y2WD5vkMeDd0jbqgGEqJ4O+H2rG/c+bRQ0AVeycD4vzZw83FYSYhniyaB6Kk9Y+XCaaQ0wSSkt616u9gnCFJa533NTauTADp4UjLhRH3lD9PSltmlIBkD7zJoQlG0Dof8bdPBhNbgpKiPCtQFJdCSc9zYGL37EKhw4lY2DzmU0xwMVypdbLeUWb6898+f8BDusTBvYyrB9D1ObAh3yc+8PPPjCUHMTGxCFjmlYf++N4AkWYg2ntHv7O06GxtrAUzhEAYx8pTq6R7eoIEC7krCaKkcxUHIUsC+HqPx/EIlMeY+KQ/ighQI8Mi8iBGl88NYEF4P0cTnIj+oAv/oA09g2OMeZ/vPt4r7wGhfTRKCt7O5SOz6sfuHDEzrMOwc5+G/kNrgFB3ZN83qAja2XC/s1uhakGtG87zADvM+AONtWgK20bXGg+h1Qx6khVpK9CdNfpsF6+oLCEVBiY8OBh0xOiPmnYAeHq68jVnRw1qL+SEdWdmpZbIPnBfw5h1u58nAEd2g2PXtIqqZMeYdNJkEcyIougGdKWWAMByAdNGfQjbWRIGlklRm4Noqqtjv1BRtFvD2cCyg/hTEKKPUOxCIVhSzB2l7hAXtOPEUSquT0/h+E1tu2TcJfCn4dQ5OAauQrBLMCjv1ljWe54NT87Si61W7JcLHdhwcDV+L4OSUgRoik2Bu50onoLj7Jjk+oxNXwcwn7pLx6E4jjuGmHOy3VRQt2CzBj2c+huk6qMHcKMI2rMzGL4dsNLRjR3XPFhcZuxMxu5z/KizkRlXS4wVHP080Y477rdXbNuOy/WKy9MVRRUfP74MACHXLwSL80jHRLY6tGNUCdBSuN2m0xy+ro8gLsDnYJdY6zA5AFEU12HpepS3xK6Fo+M4yahxoXqNibChghaASxv/2//N/xr/h//T/xVff/Pd37Hl+O/2Up30dQBAYUeY3jrudod3Q0XFpVyi7EfpYDrBCAFQ6VgA+ArAnSyS2N8InbDMF/Vm8ALUB3uducdgEdUCgQLFoFZG1655zwotG4oCRzrapUCkotkdgOO7b77D9fmKd/oO23YZCUOeK/bgB5YSTQBCrJNJDYO1A03izKoIxgtQ1YFOMft2snMlWVJGpo5blHgGSy6dd6XNv14uEFWWct0PmJ04S8H99Yb7/YbLcRB4LWWImwJkE/ZgcTJBR9DLwgn3DB40tXn4+90QAP85ND0ggnZSEuF6uaKI4DwEdtzRzjtZRd4AN+zbhv2ygR2KOi71AhFHUYJoImyrzSQDQSzxMjZhltsMDTTMZKfDqIkVL8/gfrgVGlns9M29AnYuzKMNaoaunayIDvQLO65hOSMtJANGW/f0GVShKMO5kAiSsxuexyJPH5Ts8Q5NxoT3+N6AJEDWSofEH/VZeiPxXweGXouZRSfi8NgdLGlLICxcwrUEnffI4Izv52ReKtm/xR1eKtlneNg+fzAXfZfVKUzmdayhJYhKAGmNNx49UJvfWeICD90xuubhMymTK81YGi1lg9SK5sBvvv0W/4N/78/wbt/w//mv/wJ/86u/wu3jd/j5pUB7I5NQwIYli3wAfdzYBGub73GeRbwk04989KJl/MknzLEYP/4ti0CWz1qBzhjIEU+J6EyyCGHbgDbGenx6eqKt+0zwNVnsDd1O9E4x57G/RNE6y/h7b6NcMH38ZgHSLk9qAXLY0dAlxiPGS3WWz6a/k4AEIKP8i92/HRo6sBZtgMUNCPbliI8GwKuQX/817OU72EZWqBcdiVV590tYyNt4d3z34QO2WnE/7vj2u2+hEOzbjuf3im3b0Y8D5xFs2RbJvWD3Z2MRFbIyZ9ilkNQ5k0cRcwhCBN5D+kKHHzRi8VhuQ4rEBfpGR9J6x9e/+RrXd89MxoRN7jE2POIcoTcT9t3QkL5F2G5hJUUtii9/8RWO1zteX17Qzz7jPIl4o3cgSu3oy09tpR9y/d2XrcVn++N/kN8VRTi5Mo1QiqrGYTKRobm3JDVoIru84kSDcaOc4LmxV6AqN/56N8z4DeFZo67IyPyGRs7MYMQ4j0DRHyqsJD7TsRrQTydDZP2uj0nHYIWsoBmCfUThWBSBiRLMMEAGcDQ/TiQP4Hzv+KSRnQ/4KA0+iFRrMG4e3m51eiUP3jef9zCmOUezTjaBkHRcHoZmQY/cE+CYz56MhvJ2KD2CxSjjs7PhOFugvZjvRzkHJKo68BNav4d5mCiWfvKzvDeWBPYol5vrUOKGud5ogAabKZ8vX6tvjtfx8yyD5E9oL2L0FgeZ5QWx1nyOeeow5D4aB5sQNC/KEiprzCqM+8kDy6PUcczHBGmxvHaKSeJHcbko3PtYTuqOcvoYg9yT6YTudYPWyKomKBwDT/tPiulg1klmw+ehBmAabOB7DnGM7MMAQmLxESDiOlAlgAJhWYhbw/12R60Vl8sF2ZmilAopQJcQtw4gBa40/C7BHFly47HWZg0/hii+YoIHZrKUGQtQKkrtOF/vaGcDyh2qG0TJaqibw8VgLfa3BuDZHJ7Uf2C8vwQ/tpQSXebSkZpAu5bowJU2KplkItEPHMjymKiqIghRHdLCnhnvo5RCbaQjWqVv1N5bPw8lQGGzaDtNps5l39GvV9zvd+o+Rfbqsu9QBAiEeQ5UC3ZbeKnpTLF8iKAfGVJ9lOCxbMRgJmxJnyW4QBz+dGCzexkAuBnO0JAqNaj5peA47ni93SDCzh3v3j3j5eMLjvMgK7MWXK47LtcLbrfbmBtHAtw+bDYDzQ1FN9rVaOdeamGJTbBOzpMaYL0bej+ZyQpwrCiQ4spnMwJAWiHONJ8LQoC3cz6d43WcjWu6bFAUBmyG8Zovv3z/aanMj/wSkHHi3mHKs3vzgiTMPyS0zELXqkT3qRQppZEvquG0ltg6qR/EsZ7O6GKL3iSxNJxPTTDaK/e/pj2K8yI+vwWzT1IvB47WG26vd3z37Qe4A8/XZ9RSKTqtfK5iGkH8BDUVjut1D0ajI0vVeL5GmaszmFRh2dTo8oNMqITtzLF5eQXQoRdqLKXj3yMAsm7U2XGDqVIPyBzneaKdDXXbyKpRgujWQyttlRDoxmBU2bI9Syc4VFGipiW044xgBgRSFdYIFiuMXScLy7/u/cB5Gl6++5YC/aVQs88omi1iQ/8qAwaIjUZ06SfyDKKenZZpb3PdWGj4TbfaAe+h2aHQAmRHUIluQFnS1ltHqQVdyIprobvnQj02+vKYrhMnb/HvI+EbazX6dSLBrvQt0w5lsmN0wc0lDB8gEJxC6BLZwaFPEmfMuI/4i/6vBgNBYdYDBOKA+KBQhJ+VCW/DKFtSBfpIJkZiyhQuFFiHO/rCTP9DuizKa1Z/2JE6ZIsLn//OBSGr558u7fzKo/OggY3QZ0k/7aFGVy636H5XCkxK6N92fPX+HW6vL/j43Xe4317hnV1qYZ3ue7fUaaD/Vnb6e1HzT0Y3y6RKqYAZweJaopQ4dCLTL4z3mZeMGCIHJm3nW5aR/NaVIRhA1gICuyZ4tMZpsSYBJJ0rR9gifm1GgWszH0zg3ju6TB/UnYLKBI4ey8/GM8j0BQURa5YClz4YZMnUYulZak3JiNUzpq81mjKIPuggQRSq+zQkUVqbchDcv+ymht7QymSda3zuFQqtdYiiHx8/4vL0hNI7pDW0znF8frri6XrF7eMry7HN0c4T583n/neewQTHImiSsSIRXbHoKyHjCkSslwAOB0aMgJM6E6Yetn0QH4CHknMzx8eXj9ifrmi9Y1vjij79YDOErz1BdpdM0srw+0ut2LcNx8fblL7JHRixs2oA+o6pcPGwa3/79XcKHg3jMehW8/vj8jAzIc40Dxm2dhXVIfQ1gAhMxyeWF5ahiOAihNDGcyeAk5t7uQt/+Iv1iUKNI/S0BKQxkmASDpyA53iRyEAt7JMERoYlyd3+/WOVwyGSpXET8ZyOVTiEIc6VZ/GKFK8PkyAGQhtoIuzLQ5vDNd2xcO3cANQI8iKwy+GTCeilc5efRtu2THYYutWBTRub7c7eMljGefOZABzBMBJlsOvuUWM6W0i21tDPhtYsMZZp553T1M1RBtXZR4BtblBbAhLJdUyjqvnMkb0iYCcYTLdlkQ9jm0Y/wAvP0hqbbJBxb+kQj6/zAzHG6S1gMfZOOGc+nilL74Rtgce4Pz6bhW6PP+wNf/NizG2aX8ryzR9mX/6dXOK+lIqGGTdAJbK2wczJsqq+7+z+AnCsQwiUU6bLuCfgw7HqodGjOstOcq2Pikv4+D2ANeIFWW8vGGVYFuWSsSbgM8CCUxPnuN9Rao3zKm3dXNtpM+EI8eaFOCtT92qulSy3ZgvkzNInGjPGI0pjamEG/n5/oWaK7sC2QZUaH8kspQ6UzzhVx3/GZY6g286yZRl+UzpIBIxMM4gE710RNeQxzmt5YmEgXctkJyYwWkuFCqUxJFpFr7Roc4OBTB4xHtKqLDsjo+gec8LA/bIVuFfICGY5XrUWdKMDmpp+pSo/v5aw2wXiS+tyOEhAj4CmT3uuWfOvIUC+GHeKexMc2/YKLYqznThbh+LE9XKFXnfcjzvQSCXvEXFmu+wJHsV02Vy7E12P9aUFpYbopYbOh+rQB4REKX+MRWpvjYRQOLTefOiwIPQSKDQsYEl0lqZwP4tGQCEacy+P9vYnczlp8pEA4g6NEiwws5xOnxs1FoGKqiwzTJu+JsJEY12LYHQzjc8aZvxNuMbjN7OTUyODgB5tispjZ7UeQYjERvXucYboOFdfP97wYfuIrV5xebcvgYUE5dfG3Qkc21apqRYENupp5bkTfwKsZYcwQTcMgVqBQ92jm+UBO+5wN1QFpCqkg0Bm6zy7s+uZe7DoCrSwROrl9SV8E0XdyZzaiqJJBKA0rPS9ImhL/TqC9stiDJueTU/cHej0S1wJHAnl8dH7gXbecN5O3O+vuOgVFPZtiy08h+YOx5wlOHyWCDzEwYXF5F+yPfN+kD5jyTWygFHIAHGuEvpE3G+yVXgwO7uwi12ntQRgA6R6dPzynJrjkm7fKBV6s39XPTrCS5z/kUDw5f0x318ytpN8j/zblj++uDZrogdjzZNhnCsr1x7tzRCkz/nW1DvJpJSHv2FLxcQf1jWfaNqT8OI/+fmaMp8J02Xe1g4icCDYHBm/js8UBduaV3inDqNLlP83ArPX645vfv03OO4H4EykmRlKJDzd00fO+CXKE0VBEdMAkTR0Y4TdvVLriOshbVNfna5lbOb/Zqi5+tTrX4+/9zDCMv/kWpMAhzKp65aacLqMdWi8Ivzb3tDOcxAHsiTNrKN5Hzl/B8eqh21On4UORu4tHU8vEOJshQkkS/Zqyh6ExpQbtcMyZtRg65etAimmHyDxECV/K6eyGgnnLPST2kstxyeZvPkZ2WnPHH52NBGgdahFl+LesW8Vl+0CQSZGHOftzmcLGRPPjCQicR92SzXviwwlG8BdAGvjXOXOYCWBxJpzZF1BmHYmGCz97xmouhnO48D9dgP2CxPc4FlqacvTzgKphgSEcL8GQJ57ats2XK4XNnzpt7nelvEOAGL6VvJDoaO/Q/BoBQQ8B9jfMHAk0cQl0HjYXFwUPaMyzAdJ52mgd/GrCRyJO+ljy2GTWYhPkOCHbmDckA4gu+RAQARauAys+8igIZVPM7qxOJ1iUc+18AMPEpmOGyQPMsegMcZ4yjIWfCwbBisH4//H3d/1WrYt2WJQi+h9jDnXytx7n3OqysYSX4UtkC374WIjS3wIEOLBQjIvPPAj/JP8HywsIfxkCSFLPCAZYQQSAssIy1Tduudj78xca87Re4/goUX0PubK3PvsUy7uyX1H1T6Zudb8GKN/RI9o0aKF+JuvdUwMKD/I18tPge7bGzr9PQLPdQicqG0Z3CEDj8dHW2Psn/05wYtpKL6waD1XAJ0kSiAw891bR+9jlqdYH/CQaNFI1LmRZW0DaO4oSqedIpN8bWHtCM56FA46oOxCUwAJVL+zlGDbor33RJI5zuUkLm7uUb6jUV7H15cQJE2Hz8ymMQMigPB0rHlPY9g0JMDjXuPQhdNkNoEhEVuHECJ4zyw28jAHJtPt9Flr7k75CAljl9OBs2P3572q92g1zX+rxAERj+aO0P0ZkQGwSQs+a+WwdE1CQyhWXh4mw+b41Yo41AHEAX6+zFae/IDgyQl8V1W4CMbwqf8DIdDFcpWzLkpQ7duYtolrhgCWRIlCEYWLT8YOxgjWTVk6K557OJ1ldow08wBkLWxFiVMzRZ4JUnz89AcMD/vkzhIpL2idZRmCGlkZBlZ1o7aSxAGbAbD5EtZcwHje11j7RHS1ZI4oQYXJxGRcAmmj2U1qiy4e2juaRNtUAeRagNuqXVcVQGOOwq4j1rINxxDBiFIwwMB2145aBLUohlW4dyYxnI5DqQWb70RRYt8WIfhTVOEG7PUJpjbLEs0NKEA3ZkxLDQALGQBGEK+AjwxSuLh7YwdJKQLNtqvKsSFgSOHx2svSBon1Vkq2s45EReipsUMS1/MwsoKALMcIRoQKtr0CfkXdCno/ICro7VjgziBjRIpCAWxV0I+B1gaKAnVnl6k+RpQYg4688z0iStq8r9bKEIGPPhtj/JIuh6NE1pZsDoOYUbdh27gDlIe3uS07JgkiLDursS9SlyHD1djN8Tdfmo15DxNUzj3Fn1nv0Y0wfK9gsuVnsvNXmV0Ys1vLVnZc9iuu14aXTy/4/e++h0jBf+V6hesW3+fTlZgs7rhUM1AK9udyUObZx/cFOwsjbJJTjNkM2g7g/kodIRvoLfZBDTA2qP78HDIWvBuu1yvef/MeNgZeX1iCKmXD5Yns5n2v0C4zA25G3cM+CD7RULJcTUBQSiQY0FkyHhmn3g+MdkBg2KugKOCDgNHx+hIirgd2qzBjZyNIBfqIjVdYlsfOJVRmFMATZILH3Bcy5iGzhbdIJNwcoR+HODs4TqGAFf/PlTSM865KHTJACOSf2G/nxEWeKWe2ODL4S/ueAfV53578h2SXPpbxfMlHx5IOcEDVF5vqATQapz2TCb61IabPps6yYfOQI8lylBgPObG6IXMtIoPI2LfqAjOBQPH+/TNeb3ccx0kr5Rd8vX//HttlPz27h58eZzjehjn5u7MPmbGBE4SV+Mkpvss1ZPF5PNsKk1RuKz7rht4GStmwV5ag9nYA8NBntQk6z+D/FPv5m7W5AHmBlm3qL85pDv8lQvgVF0lARhql2GHaFnCEN3EtTvssB05X/JqJPiWYck74zcgvY7xYlxmR5bq3MdB7Y4e0YO313jB6j65qZNwlWJZzRPClTgCmtYbZ8TAEryeIwoMD4h0i5QE4KqXguN+n30dgqQQDO+ZRmAhMxryKzOT84iPIXF85nNnVUiBzGizG5iV8fY8jsNYaOpAc360oLqrYtUzpAi2VSYBMJhrPQsYFYdONtiSfO2aEa8hChy/uIf+cidvTv9aEr0oPdq036j3mehLBVje8vrxweTwbOwJHGaAiu6tNSszccxACSR76PMNIsdkuO75R6hb21mb3ZIjMZlxZCQaRJWeAn3f9g5etTUORYFtqfGA98AK9aDrywM2MVyrc+9ozp0NrKYTMoDYWFUIpXZKmFUFSvPJ0j49Xijx6ONOmAvW34l1xYM5PCraQSOhinBbMNJCfj0++7nwjs7QsDudFSY53vBEazOxIKfWB3nse27kx4lMeMjbRvjSzNQweTuCJB7jjHI8R9+Hu0QVgZVnOJXczC+oAXJGd0CZokUDLfO74vgdmxbrfFCevtSzWUSDmFhl1loPEB6a2VTxKkAnyV8hufCdfggEpbIIsAoVYdtxIpwTzWXLMCKYAPitwHk5RTFDBnQ6NfXkxTCaSnBwopEF1fElwPcdp1dBG2UsKLQfFPVvXe8wJWXRL3WJm5uYasbiPmMfz92WJlFgE8Esn6899pdYDgHkQ12DkjNDGMMuOG9Fq+eS05t4gW6dGJ6n8OAZxIw/kMcJxsNNafbwfi2w3wJEdfUCjIxwNm0WwAYgWmCM6mpW5KXofKK2jl4M6MFG+JGFz2L1JIeqRyTcKJxqwX3bUWlFKnZkdG5xfFVJoW2Npx7YL2r1jf3rCtl2je1tjMOOG3qmxdGZNke1naHfARoWmLofSttSyoSqPFre4v9SvsHTuM3gMargIbIAaB0ibf3Kg3FEUsfe577wPbBtt4X7Z0VqbZcdaqOnCcpTB7LuSJk9G+yAjJ0Tx+VzUSxsHxShhVLqg9ghiAxFsGwlOiQbo6PDC5y1aIVIBU4wDHAtFOG1R2e8K9WeYf4JUCY0Y7kyVtR9tRJcUSOgERUAtHnuZwd6+bZBYR4cN1KK4XC5wN9RKg9jaQfZPZPhZEkzh47opDIVjYLSVcIZJdm8QMWiU0u3XK7ZR0AeDchHD7fUVZtTQ2i8bncA+Yi/w/qU4AI57ax2tN46FOiDU73IfCHmy6YQCBf3Tb9EHAfrJ7PgFXBpBQImyHctxDNr9tLXG1sFFyVTi8ludnshEA1uwU0o7/BEHZESHqy9rFozRQisj/ao8V+hA72WHO8uaszuLSEERRfcOw0CtBEL7ICOmlIrr5Qmj8/5GN9xe76jPG3pvs4RhIkFYZ2RmnR3LeQa43sUdxQeKVLSyYThFmiuoy+WtYdwPtNYhFmCAOe6vN4zecXnasW0V7g3ojuu2oZeCfijk/oL3377DN7/6FT58+AEfP76gbhu2rbJ8TaIELXy6BDjGWMxSAceJXjoCNDVosBPoyhoEoScyDqgP9CgtbvdXfPr0A24fPuJoN7RxR6uCWlhfL0rdo+F5SseZbB2Xp3fwo6NnmZlsoMYG95d7QTJuQgZrlY1IneB8JhQcG2RTqCerdq3XhADSFmRpa4GE3kiCiSDQI1meLwE8E4TUiS4kU3fMRAgBg7PPk6z0dSZPH9FDd2UwyEO1aAAwINHdSUSAoSGIzeBh+prhT82OxUz9M+E4CMTnl5lbrkzOgWSwvQCUGejHjwcc/73/7n8H/+f/5P+J/+z//Tc/0zp83de//m/863j3/l0MpTwE88kmOye5eTlWQ5bl9wOIQz3/Hf51vHTC3+FYJ6vEI/Fmg6WmrXW8f/8N4IbX1xe0gyLzGeqku2y2ElVxK/OPjCd1TflPXp7dLeMheH5mJPdoczNm8/Pr5RwXrnubDBzNcmKZNhLnmMLffLokU4TJRDMj+/ggeDSigcroDT0EtF1WxcfI0s1Cf7duFbXWnDFqOZZKoCn3ORCsJEHxxsRYJClrIQOaUxdMa6W/wq6fW8yRRByRcRp7SVoGaRlBJ8YW57yc4+EE9mINHbf7fKcDeHlh8vR6fcLlsmO7XLDvLI27vbwA0YVWHbDLNaQBfMbRCSD5cYe+vnBNZcQepBFRJbg0KzAWEJmWU4MtvUqFuOhI8o9nMg9JFfqR21bxervh5ePHmcBWecK+s/vB8Sbeyog9wXtXY0yBPGcdZS94+uYdPnz/PV7vd9gwdui97PCDsS1zV84z4bFg4Cevf0Dm0Qr4cWI4KHQBQ3gMss9ZtQRv1Au27ec9QWb3melNwx8gUARv3oNiF1oJeY8ZsAhCWV6ybpOIqXuIIovMcgfql/hiDKiiKKa6fz5LiXr4dD4yUNVSsG0c8tbJnBEBto1dVI7jTsesFtRtw3F7hYaQoalEVyMLtkqZi/Uc5hcpU0z1NNDzsAaC5RQ/zwP/CzN62uzh6Akmffwn5yXBFjwCIp99g4SRPYFjuRGMVAoMW46EO8gw6gO9UXejd6raJ0oYGmxwB3oHohEBNol5Yky4wE1B1LcHeGSGagycvBs6xgJaRlL4PYx9ts7mZ1EAE9OwGRwmCZ7FenQyVgTr0H0AKSOYgDtBIPOwEp/P06yfPQFH5ysp9l+co/N4Pzhw68/MI2Xtf9K55yd8JQGcFqXj7wnkMSNiNgDLzgnRTWZjWVICX8kIS1tU6oZ6ucB7w7ZtAZKNtffdWZIUbdAnMykyFQBirKITDYBaM9uOCbr5MAwHtiytCifCsRhivTe0e5TyxlyWuq/vjOyFhjCzOSm+qjrLWkpoO3U4Xtr/F5d9g6hBtcO7oLWnEEvOkoYBB4UWj+OG+/3gARqdnhxAN0Nrjt4F+35FqVdAqKQ6O9pFXXnqcDHoqtOm9kGEYN8vKNuG0QeatGizOiBVIDWD7Aoz6pnRHgukRueIcBoBsLNmMF5U6JhIUfhQlF1ntsWCscjAQ6JjnFMHoDfcbjfAqReQYv0etogaIhtkMGAyHWjjQCkFT9tTAHkxnmAQbhoBpQd9Xh1qJB2rRgtrj4AmtlTrB1IzgBkjgdclajv3tVPQmp3vALOO4/YKZrIYUELIploXtc22yqzW/XbD0RokqOVscz1Q6jW0RqJL0SDAwRJcsj3LztLJbWfJszsdp9YZ5B+tYUCg2za/22x1snNoCALLDCavsgOjw72xt8EYEBRUdfxb/8N/Df/H/8t/iv/Hf/bLCdDOpbCaJX9bnW3KUxdtjoEZvLEZhILll6XW8CmYPaR9icNOHBBFG4qNUTIDiuNAHwc2V2zY2NUuAj5YqMqCGnBw2hNPKjxO4J0rhUQLnWaCSRsuF4G5xBoRfPr0imvd0fuBLZoSZHlB+ofT+YagD8Fxd4gMXHbO7y5k9x6jTaq9CHXcIGwjb4V6M9CK5+d3aMcrxuj0xeY5PwA1SIiTjmAsuhQ2IoBMWZRSFE/XC7rJBDQBxPkWnQcTxKs1yklL2AeeI6VuQDTrIEs5W1wPmDf0xiSc9YG6FYgO3I8X9PuB728veNmpS/b8/Ix62WHHwRLaWlmmWAVAR5Z/kKkwQ6o4v6gPNXWmVKCywcYO0ULWWi2AKCwF7D2TnJFhpzgi453wWWwMYIypv5gMAssyXXAtemHSZIwRtqTOdepVgBbs0tQAdAZtEnogbASgk1Wubzpu5v0Oa9QIjDlS0uciuCT46iCblyA5wqekv9R7+kkDijLZHqWm4xz+DuIMAzuL3u/3KMcsAahluXshG06Sd/DP7nVmiM3E89sXnX6wynkA8x5AYx5zi8WUIsQzevUsC2LCZIyOflCw/Ve//jWO+w29NcLhUx6CheCtEbjdslvtmzuUeYbqioV+xkUAaIE7fILUr8vERj7Zl6OqdQ+IZKUuwEVW3KThW5ovNiYQAHqARt3YJW30httxoB0No7e5R8fUWCTgrUFRdiBYQdQLOjOP0n9jt+JgoMdcd2uMTevGxCUoWXAcB9wd7795j8B+E1MJvckKtzITQnKag6IKv7eIwcJ/T7mFWF/FUybGT8BRDPIsCdNIbjjunffzrO/gd8f9dmOCb6u4Xp+CWRmJAgiFw6OyRFWBdmA4cAj9Th9jduyDGcu3Sd2P5Gifz5v+29TIEsbnHudyluNbLCWJuFbMMLqhasXwgdvrbSaEr9crLpc91sUi4gjW9yH8MiimllITYNOC6/MF3/3m1yj7hteXV9zvd3z88BHP1+cAWwkcnfHyn3P9SeBRyVpQPwVbUS+ahygRugA1zCeaqiHcOhG+eGru7QisYlPc72MCI7nYhiULJOl6PhdX6rzI6ecek1e0RE1nGDALAMT99PmnCTmDXBJ53gCQ6gmVIanEZjDIcotgNoDBYnKkHgDwCcI/Etvy4nrj3azazjUWbEl4Qqgf3w1RicBWgkWQ4ILP53p46wn08nD+38LxCRwAc6v+kWsBVW8fTgRRHvFw19xkeR9YAbZFGZeHU5CgW/5JsdkgBczP479bB6L7+mywJvQHAEQFYs5HJBAEpKeTXUVB4Lyn/OzZkQgy9Z9mLOdrnZrbBI++fMX8n4zOGVCVtKjIdUNnFv5YbrV+F2slDs3saCRYNbw86Gx+5SM7zZA2+5d0Cc5iz4h1RqHLotTQKZrdjV5x2Xe0CKbFASl1An/WGoY7u+OkE20e662xg1SM/XQUcr4SMDplkARATYaNRwlsUBULEgRYTolEYF+ErVaBO4rWKXDrd2B7tmgbL7N9PIN2he4bXIw17tYwOtgFrR0wZzc0EQntHMP9bhju2GyDI4R9neBRHx2t33C51OnAk0FHcKqUgsvlCSoVhpWDo35caEMFj8gK12cJB6X1jrJV6FYpxNjXohvGMSqG0xrnfUJCmyDH46QHpkIGkGrQAZ1OWbluKFXirKA+Vh7iQAjTKrBdC1rjvB4tMtxhi+7HgO+G1g9cnwrqLrjfqU21X3bUsqO3A31kaaoS91WHG797nLTiECwQDWCQ2XiZtm/0xahMoLMMpfB3BP29EaQS9dAVKFAMiBtuxx29sUxl23fUegWkRxlORXYNTG4uHRV2wWO3jw3uBUMc3slocnAtYZbIduxygW8FItQRG51gWm8HbBwRYD2yWvN5r9s7FK3LWXGFR7cTMh5IHzepUfKnEUT+ci4pDoiF3V3JmBKinwATCgJ2SoyonedNsJGADrLrLqi1oLWGWjYIBAMdoxErAfKcyuRDCAPHuWHeQXZLzgfp2kZaYvhVIXpeTrYM0TU0AHTa2w1VBZcKWLAwR3Mcxw1wh42ydDTicy7P3+Wo4HZQD4iAqeF2vzNA2Qa2UlDFcLWOT/4OWzC1rDdYu8N6Y5ctccA7wSJ4OPcdLkA77gxaVOaa8VICmOjswLiRIbddLtB9gxyGfr/DQZr/EYKrEKBuF1yulwAwgj0oQK18vm2rGDXLAxpabyiiePfuGe14hbU7fDSY3al31F8x+o0grBuOu8PGHW4D1/6M/enKslRVguXxHCGWweAztTrTt6tPcGE2fXkrmTiV07me3kxEeb78Xr7LIVqwXZ7QjheILk0RRvnUJcUEgBjkZtJYM4mT3zG/lnopFvbj/Ku87rcjyusMNoK5EN3whthMbHiw21h3maXoNmOC9PcdoV0aWjaqCsGBPjqWGDST1oqKsi0ffyYYiyx7WQDyRAowDN0bbPS4l7csnF/2layWh7UhEqU9YAwlAi+fP/Tbn3Rlkw+zCRfRKjmbVXRzHIN2UvcrytMzMkTO/yN+XPCXv/kLvH7/X8D6fbKHWOVJdudojfEkPgdxZnULVqwlb1/0hevMHPo50fUZgJeTj0cWKVnIsxxY8vXLn5wMEhGIJIhr6NZCgoIAWe9tdpz2YBQlYcHicz2qeTSaiJStUvswnt9F8PLpBWMYvv3u2+Wndq7vrAC57DvgwIeXD7G/fOrHKgS311s0CHnj0w5l0jLHIscdgNYK5QPRpmasHjqc50T7jHOmyxcsNwekAKKCfa+hgdvw+ukTPNYNm4ZcMcaYyRitFXUvQAekAboHCKmO7iNKAUew9p1ajDNWRrSvHIAQTB4JmjVqxLkZGo4lSu5Jdsm15KfnYCJ72y/YvKD3gfvLDcfLDbfLjm+++Qbf/Obb8E9XnBMB6Vw3PsugyCY1pw/x7rv3qJcNdd9g3/+AozccvaEEy8yFrCWCFz/PiP2JzKO3oMKPf8nbMp058W8jU5PJ+ojQfUEqJwPACAL40oHDMzCyIj63ID+ikpW0qO55rJ7unTAwAYy5oWLty+daM+652DFljxbjxXAqvEDIVyB1UOZv4ysxPzMC9+VJfza+C0DK74rPjLHJl6ca/flAn2DOBKBYTpKt+5Jt5VFXjhJzlTf897g8ndgvoBFZPiHhHs/3uC/QKP/zJZI9xqAQXOvM5oVY6/QbYgxsgIFz6iAJ0IC1hCX2PgDUtaxOe5HfizHHdnYJQGRpz1kYrO9eWTWyE3jI/sgg5v6fY3YGqlawcXbFJgB7BppEWZsHIJkJvJ8FYqgiDiUi2JZfPgeNLMGFxMnpe3IhnEfq6/CU3AxdgV22mUkKWIBG3JONSOeXMQed2FqCbZiCzJGBuF6umF3r1GO++dksA3icz7cOVjoF7sALgPcAW52+YTr5GEg4PTWKPJyKOgPM04GrgqXtwLbcNujglY3dctIXyrUyRud39wNizOi6k61n7jiOV+xtx1bLdExsdLgTTDgOCsj2wfbNpW4opWLTApWwvM5A1JUb7oHRGM68SplBsjbWYrOlddgrBLtlDECzrWtkvuIz32auplMWDkbqFoisvW8IdpcKVAy4MAjozWE9MtVT9ymCwaq43RvLslRQ9oI2kulINlDvHcky06Jor5F1jxKjxfQ0dAHSkCYw4M7AxE+7P3XLbGTraV69NxzHwN43bPse83HkLMcWdhz3V6wTMKyJByOgG/ow1OKQisloo56Ss523LHDBg60nAEqwgdULtNM54r7otI1FoK6waOftwTCrJRUAjAclgF0vKBdqqkQMAvfFMqDmSMx1aN08JDV+QRFaWJ4HS+nuuL3ecL1eUEu0oQ5BcxFm2Rf4nAzgJVDK6dWZFEqgrZaCIqSrS+j7kZ3SwaqkpXcheW/mOI475kEEQMShnrZHWaoUAWPRCt0UfXSoGkvEwmEVEfhrR5NPEL1Cyw4tG4AKd4WNDil1nVtCp97HEicGhJpnIVC9qaII4DbQ73dYuwOjQYKFwwU04EZ2njUQAB8DQxDASZbrF9yPhnq0yaYtlR3abi837PsFKYxdakF1dsob7rB+YDTg8vSEWrJEbWOHQeP+ESfjhuDq4F7wGveZOkwM8Ho7gl3XGQQOapUc9zv6NwPfVLICaOwCNEIG8kzaat3gCBaMUTPDLfcb5rqZSSRfXTCzux26IzK483xZJeD8g+mmxQAH2P58gi/u4XfTw10M6kwnxFrWsBERKHJe+JnLn2KZq4WYL2SDlgz0DRAyLb1WzrljAXopAByscECjdD+kLArPqVoU4pUdrQJgExSyJApDomEDXmItgp9xmM2zn64Ex05io+k8k/7ZuIadqiwyYA1nOFlotCGnZ1asDsHnK38W51Sm66earEjo4ZGdW8uG719eYar47W//gHs3/Pov/gJ//df/dRx/85/iP//P/z+4ffoIN8oz1EKWzP3lBZVZw1gTHqy0pSGYAAbyeXKN/hT4N33peM3J5zi9AF8OUL/4YZBCHyjfxWYhcS8zfo5ANJPRIzuzBngUCaTsSMmh9tO3IPzNEQlkniEDLG3tvVOIPErdfvjDB5SiqFqjKcYO3QpYJviKsivLwBC+tCzdpPv94H427nUmX1kiO6Ib3ixZjsey0aHbRgYicm4ixrLQWswRyoB7lj7GOAl91n5vwQwNRlToN4kIZDiO2yvacaBuG57fvZ9aWjBqW2pobUE2wAZK7zBTGAYma/YEfk0fV2LMnS6OVSWbCY4yKlnm5nPevIw3qyEYWM7EMaVYGuAsKy8qgBv6kf5vEnF8OfoSljk+gyMWrCg36OWCet1xxTOGOHQruH3/CriF0LbMz/i5qkf/oJpHK5hOqp2cfzkf6PFN4IgrkMiPvkW+MvhLiMh9fp7MKGl9nACTiZT6Pg/3EAfdxBE0DcLJsAhwZtzkZ88SKn4JILHosMAalNO9zYPcJ4DmkkZoGYa342iR9V7O9QO8EQaB+kyegYjQZuL8ypMhT4dtAku5KeJeUmPB5xwmqnwKBH/WJWteHof+9Iw5op9f5+x0UpupHxAZ72EYwxFs6oV90K8JEA7T7pqHtlHu2fi5gHhJMpISeBwWrXlFWGbj/lAaSX/11M0OQLIG5t+dmd8045nsnQDTaazWIQzknEu8OGujH8cmXufJgJFlRB7GdP08QxEgxAURWl/5Y3AfmDConLoE+b3mkBL36GHATjpZf9bL8RBsAgRlfES2PKmmp6HxKP901QnmqGatvZ8+NmZQ2dKVQqTxHX5exwusW13OYo3BMTrr9SeTbjpPTmcnLj6Dx+eU5ZSmc6OFrdG9ENtNHQsNfQkpDFRi3s0GRuusfz/uMGcwwcNHAHQcx0d8+NBh3rBv1wncVi14enrG/f5K5yKfVAZr5UuBg4fi6KG/s3Ob1UKnnM/kywH11BNJcchoi2t0Gi1sWYIrDmcXzNM1kmYhdR6kOXYJjAMsX5llzKIzuMn9D7CkxfNQN+oA7FvB7daR7EFad53aUmMY7vc7dakKadwLtBRkZ6fcb0P8lCBB+EHJ5CoM1sN5oC65zbp6+DozSR3v0CHQutMpOK01Hj9vKJgeAZ1Fh7O+GFWlsmseNaJ0OsXmdDrMyQLSkqC5Qy00T/aKYuG09ZELg3ZSC0rdA8yO+STVi/R0kBE8NQnzPJyOMuafPGYdImWW7/6S4jO3ENfEmP4ESzcdY9TJmASCYTYdOCBtikRJazqObDUMuC9x0bQb204h5zR2Ap6dLgT+3Bc4BwAUL2/zM7gWZAbkyYxMkGL0ge1pQ61sJFG9zMx37w3WHHp1qHIvZQewWbbrQKruJVhuMqCO1SZ71i+w+5n1jtHJZvN2QKxTtLUPSJbbGoMfLwJ0gZzK3WmJBAhtMrIfbIKn7ThY+gKW/ffRkQ0VthrS0iKh+xRnuQAWHblMEQDt+g/O8rvWD4x2x+gHrB/o/Q7rB+73V9zvr7Ax0KzjfpAN01qH1ILr0xP2yxUJPFkHAfUOoCo7cbqg1AtqnFts0pFJjiXCmxqVGtX9Eedglq3lnspAK3XoQvvHMnADli8hYVfcTqoDTmIUmLixAWRrbhUJTTMPzagEECMoU36Op/aQOVrruN8bhlGTxTFCkiEAqLEMwaqm5w2WEyBGvZ5wDGWJwqeaiYlioMIKYFrmWGTAOuMFZfeo/P6MF1QVKWT7z9Q1tUoxYyIg/764MufksPiXQ88Vg/C9iyKg65zyKPGtldqSUbp1u92hdce753d49/yE3/3u73B7fWEnNqGtEuc+H62hXi5cU1jrf4LwlazlXJNZ2i76GOut55wR3PTJ86yS0wvT/k43/O0l+d601acgBJHMezNeCeam1tewDuhKrptZgNcpDP84ztkMBAhwdjiggA4FjJ/bW8cwm51hmVxilc2+7dhqDeZf7NPC/UU9V95jqZXSK1jJdQ2pmHJqwpBAbS6kkQFX6k0g18YppJesk8ifrZgKSKzAo3zMoLYqoDIxpiKAG46DQt9jUMMviRNJdFEUlh7WAuw7/fVB/3k16pKpUTWiec2sgko/DR7A8uPaEdD/9YkdLZA/8ZLRCYjXWueadTO8vLxge/omiCE22UEzFoSQgSsLd8xI0oDVWa8U7JcL2r1B3rEbnQ0yvKeP8TPjur8fePRmh9DB488eGEenvZjDKqd/ZfCUP5JzxD/fuMCMPPXmuxNF/sINTlc+N+kIRzyDCV8og4ZG0fysc5YTwERCEjjK1wATkXelEbNmKKf7yKfkvZyBAcwFsDLMEodyBE6pzZSHfH5//J1Bj04DH9soyh1OQBAepyzrSRf4kEyU0/VgiM6ew887IiWBiZNjMcd2PpKv+Xjz/vMzJvPIxohyQdI6xyBJJnVkjT5bJtIYUBf+PAUkcyrD/57/nYUVCUQwaBw96+fJgnB1MjYSPJoHx/lZz+PA/1nlkJgGc+Zycmmf2Ux5QEWtsuWawAL15rDKWodZErUG+Txfa82mYXuYTknjLNOgzZ3r68DI5/gM5P0zXSIy2XzhhwTIGEE8F028RqbIeu6bBciFswseLGMgWrsi1k4GVjlfa1HNeZ7r4eTYOtDikA7v6VTvrlEStNhpEiCRaJrn5WQgwJdsFW0JcEQgz/enfooRBAjmEQWlg10SdtFtoLVXHO2V9vQd16U5O1ZcL0/o/Y4QDAEcSzOsapTFxlrR0NEQmZtwOVyYDjnvOQK6RO3B9T9sscDcAC8zPI7XMIuW48LymgCMEmRDZJvV4QNBGbbI0PWpe0TDwDIvMZ+1P0z0RGY+5p6tsPOgD7HpQaftuDd+j1HnQ0tBlMcv2wUBfbAzum+AU/+EmnLU73CNLj4jA6yHIYUnOJD7Xtb5uhbrWjoO3pshM4zREc01NJ+YJfQQcPbQwDJz4KEDDddano8qguEsMWEiYgnTl7ov/Ssni2z0jsl58TzbElTUefdrX8djhLAVdWt//hn0NVx5jhtGkJuVDr8YjqNBQK2V+UhuUyNJNUX8H4OVBNmo+UWWTnZHZBmVR9aWpYXdGqpwf6GG34RtOtjNGrv2xf4sykzz1H2RKKd0Rxsd2g92N9yjY9AAxp1sxQ7HU3bgmaDkAr88vlNUph0SYfl4lvJNwXgIy46to/eDTBMb8NEBC1qxc1ypP2qw3gnoanTDHAHMxsFb6zYd7EyiDRsow9Bam5pymZRJbbuiQn2Q8PNW2TKBqBE6Z8M6kukHA46jYRy3YC7dMY5XtPsrXl8+4fbyidpUxm6EvQ2Mg/N/2XbsG7tKIYFvE/TGzx3m2OIcKPWCEqCkzsTlOoeSQTaB5Wke5qLjqprmOK0JwSO65afEbfik7obzTkw/0hXUhHML4rrQSROgbmQjyHCMEBt3WPhFcUarAkPQ2sC9HeiD4v95f6XwnoqUeY5P1hR4Lj4w9+Lm2MXTqTMXZynP69AVLNQWnck4sxXUu7NxSzJFPMdWooMrh+bXv/oWv/n1B/zu9z/8/Y3G13jNWGKtE4c8tlbHOVZ48/b4M6CeOAUEQVMBZHUDrduG16Oj1g0v9xvMBp6vFzw9XWG9syNVgEUlcGb6DisxxHMz1hoiIJYEMpOdnHskyhlnYHb+I305OcWICeRjtmmf3VDxdm+tz/nCj5eP7Xg8/+Je2QU1An8BpAhk8Iwe6HDpbGrgDpcxgeFMfPGjgmwQ8aeGfh2QtiFkWWpFKcBeK/ZtQ611JsUUinfP73CMGwCPJuP0WUup2GqFPMnUaMrPLoXJJIPjbJOggCtjLEtGpZzCw/AP0v542iGEKl/MVZZRiwAVNdaXR4IlGKHg8/fRab97w3G/Rwl/WbZDAXj4lFvFvm8sXdta+I6L2SPJEDsv8MQwlok8rYiTh3YiMQCp28l9YIP3lGejg36mtT79e64mnX5fsutWknF9vsgiQXBLCOq+4elyRS8Vr6833PsdAkfx1FH+BwaPctJzstZOicWQQeqqG1uL5c2O8fl7fPZzriGNhZR10Qvo4AsxM1qyPOezhcLD1Mb7smvEOVjMWZbPFkJmqcvpN+FIefSI8HWgLqAFC4l8W0wbQa7PW80NE5MumOM46xdnUYvPn+diPD9C7Fd4ODLughH1xRmM4cyW80UVVkSpmxlcMTenIEvrMDf2myf64iXhJCssyvlO9+5rPmB2CuK/cOhkcG8e7CN2Y8ngbcbi8eypfSSMeXgm0Q/GcGA/LQqPJetYwJI7nzdp2sBA73HPBSg6mJlCZPiNBxSCeTYZdPE8uU8ewATH1ElCroV8JpzWuKz3ajCBzp1UTkf5BC6QgTuwvu/he9I55Dt/XPw8HVAOlCWsaPG5ud6/7Cf8U7+KCAghJLDzOEYAJliiqtHO9MezRFp01vtPV+B08E1gJuakVtZzZ5b+bPHy8/sYS5dJUpyfoq91q6c1AD7JtnOPRqq4hO0drUN2lrAMyfJF2jUdDNK3LbWaAnAd7Ho1emM5Jx8oDkDDGLegML+iddLys4V1UersuKVOi8ySD0EKOApqvbAcTjtUBd2dh4vHd4EBrkvyDkJI0Nfm8zEYMJZCYGZ4aEzkkpUHW0LQTFhSlUb1dDTxpXS8hnWoD/hoZGI1gkMWXYaSYdZbm2wl+lUr8C21zH3G9rM0IL13jBBhvby7Ytt2jOG43xvnFUaWQoy5T2II7zuziFl2kdcwzluJ+trZwaTQ0dEZVAal3ZaBT5PgsfGHZ5bMAtgiAihCUCY7so3B+y0O9H4AVgNAik5xFhT5YGz1cY89NzBGQ+vMZNXtwtKa0AoZI0o2fTHDEI47M8wnuyLL2Q5/jg9UOP/Pz1c8P+14eT2+sHu/smvaDACC6X+MMXDgABzYER2/souVkIWXcXqRMtmHZIvyNa6AQwGpPPOiVA0Y3F0BZvTRIkAPACHY0ioVokCzht1rAF0Ad65Co4QHcd52N/73+oKtV1yf9pg/OwVh1EvSkgFZZPU1gSh+R7I1COKU0MlZArdctwZ4B0VLO2oBEohkQw0KlW6lQLyS5XM01F2xbxWtDVgbKDuDGAtgjgk2Zp0UmNlxABTyx/JNRaKELTQO4WBCQkc42TwnCLaGnY09MnTA2x2jNWrp9QPtOHA77mjHDbfbK/owdAe8A2hAuw98aD9gE8HzvuFaN2p0bILeDwLVaECUBI4xokSR2p5jUBx3njPJ4go7fPazMkHkOCV1Z/RDnyvL5KaDFK93dwZnInytR8BWEvgP5rwZzBtgFKm97gFGdweGYwyeQXkekNnLe1Rx+GhoA9Aic38ggkMxgQhZjwk6eu4xW33czmf8gMClsINpnD0OLGH3+L+zHc4zJwFRMkQFxRSmHgw2+mb/zf/GvwARwe9+/3/7+9uMr+Q6x24Z7/Af6RPN8GxdX3LjQZYe4NOO+Yx9ClyY8TUYqip1WW4H6nZBawfcDU/PVzw97WQJDjbnSDhBwKoJ6wScVBXdfa1TlykRQhu09CrfPPHj38NnXGVuAbhM31ynQ11mGjrfOz3Hx3gZ6e8jyvsWoHu+owVw+UN5vxRQu9LZtMIL9dVSJj8Df0OWlNIeTDa0A6N0qG6oW8VWdgCRJDfH5XqhRqcGMBvJNlXB9ekJ1nJfn2eXd75t+/Rl4Onjpij5Yt6mcZ2M+jk+gpnF94yr1zx6Lrr5WpkSHgrqOY0xJgiZBIpMeCliHTjLhgkeUQuqlgILQNBUoEWwXfZgmjcykEYw7AN/mOsDJ78/bIq4RsWOvxml88ZI/CCWnjrUYv788b0ibCRQigGlkKAyv5sz78zIrhUsCbwZuq0Ypm4V1+++w6ePn3C7U2DdQmZAsJoA/bHrT2YerVq/xwCVaKIDtn4PkaCPPgZyf/xLzv9YYM/5mVawNm1Zvjwc5xM67ERKJ7BzDipj4s+HqAJI4ahV6nX6rNTS8NXCNO9N122sw2n+jvc0M0B5/2+GJu8lx23YI1VfIpDIEi2WtsSwOWDduBFUyGBAtib30z15ZFb4gVoKqpPeNjObUTsswcx6MzE/eYkKxAuplvlQtuaSL7LTnPzEp7tPeiZkMZriI1GAyUTqnUmuApy0oQgeuXyuBeYejKX8N2IOiRBh9JwfIsD6oOkCUMsjHHn6QQ8r/Zzd4KfkC2LCfI3N+QAROe8v/knHlM5KjQxYt6AdxnzXkmUoNd6z1ug0DrI+1U/rk9mLL8wlFvhF4WJDz3KVr+DiAbusZoKRtZRpI3qnVtbofR4wOmn0ZP8gs4kASqk47scUKwYoGrztl6khwQB6OelT3F7WfWSwqKrY9n2yCijkH+jmtcAM6K3DulEgNecl9kufWXaF3BSXbwRVBLhUQAzt6GhHw+VKjYiijn4/cL/f0HtDv98nO4tg7Ag75hh+xxiOo91RD+oZicfe3xRb3+AITZWNh3QtV8B1KpYlYEfbwkzHLLORbFggKFJxvWxopaEd7JpYtw2lVrweDUU8St5iyTpYtpQO2bmEU/Aj65XgMdAgRm0UMXsICQiuOdvXOwNIUUEPRmHdCnTTuTdEQKFupaD40/Vp7olhhj/84XsUqUGR5ntKWR1Mim5z7l1Wgwl34PX1zo5GwlKf7O4J5P5lRrWo4nLZog6eQF63EM3sLOvdlM6dhINM0J1n2L4VbLXiONhJQEWwxz1tWw1xVIeD1G5+znJmqg7UjZ9v5jjuNxQtU3zWo5SK2gYU5SRAoQAKRC3OHIp44pQFZmmMsFlBmRSrOZcmgFSWav6b/+i/jV99+w7/4X/0n/xR2/Dnvmole2XbNozhaAedfLZH1miXnEFx7JE5/xuZXDifC0tQNAWxvWyBCBuGd6hQyJMgCZlgt9sLtu3CblsP/ptH0kRRpKBuF+yX99gvG0Q9dDVY9lZKAUuVdNoup7QI2SalQBGAgi07nJiEudFOorBbmsjUg2AiQxkXFpnOv/VXiCr2ywW77lC/oB8Vtw+f0G4NxU/smEwy+UCVnXpcnp45Bd+1SKxt0G8qoXtUCkX/h8X4LgCilAoHKf5MFhBcGz7Q+9qfkxnoBjMGHEUGtFa4D4iFaO1lw9N3V/xw+wGtA/cDKBbJLYS/ksFKJDE0hvLl0wu0XLE9VRir9aIsNoAuFaiSMSB0XOMzfYLWEoGwagmbnaUe6/wyT5YCCNIQAZgljmaNEECsx1L4Gt34GUMNo51KasBntBFZ/CzvwwDEkDpFmn6PawCQMpMgSNZvzOgIoA8S1QMQoABixqSfCPqIMzhEvVXZZU9EAbU5HoIEtjsEWzDjovGM95nkJFuNLJcRCSQuJYmawFUy+ku+RGSWnaYfMoNdWyXO57gE+DyWOf/8dDTOWAWx72n6PBYcS6HMB15fXrBtBd9+8w7XywW3Tx/g1iBOOQ3FAiSSSLB8+ZBhAP3r1DhdzPs/Mk8TQZ4/mH9dgNBbB+SUlJ3Ak66X5eIVxRQdPw9a7tcJmjC2gQi00nfXsqHogGgnQ1ooAWBmaN5Y5i9Mgh5Hw/vLryAOjIPszd476l5RC1u2q1Jk+jgOHLc7RqnsfFl4dqce7scfvodUP7FDg7GDjPkt2NdlJg3m2RbPMFOrktOfzJs3ayniwtYbVn7RYQ+zC+ylQD261/qyRzbXVq7l0O4LLck8F02owwav8BDpNzHUbUfdK9x3mHVYG2yWA5ay5R44x1LJZJyM+kissOz+vAQUkz0/f8hGA+UN60dyTbnjh9//Ha5PVzw/P2GvVyatnT7i3QGz3AuxV43rTMoCtRC4yWWruDxf8c4d99sdbbCLOdxR646fc/2DaB4JBDWM8kCWTkSmugQ4Y6sk5wF0Ov2ZP1eRWZaT4MIZZOBrdAFZnwEQCTAsqhzcWTHgzFjkZ2jRtSBjMw+hUSr5mR6aOUjWS4iWuc/vz+eaYlXuGG9s07qXXNTrtVk+RudjBftn+8YFGG9S0tEkAJFEnGly4lBEdCSaGgcrYOH9nYAtEaAWYMjc1Nz8FBQmOfsE/PzkJXHrfqIdrv/mQ53mVc4D8vhRp/pORz86xvDIlgPtAF4/0XfuPYK8yt8JAhiKKToOgkrBSkSJZEG39RpRQC7A0Wi0iwQ1FgTl7uMOd7b3LaVAtqA8C9AQ3Q6EwU4tbBfO7isdRZSdmWrl+DiZAFAl2u3MHE49q2j73bUv3YJpdD9fWymSfQZ6PPnUb16Ln5jLLyHPSQ3/Gq/byx3bXmHVUHWDoJyc2o21yWNR7N08WjvvqEWDrpt0dIfEz8YY8OYP41EjsOO+2xA9Ik5laHEwRqlcfub1esWtspVsKQWsnjBs2w4B9bRUFKMM9NbATHK0446AOx3a80ErIiiSdHugVEEFMHrD/faK+8snsj58oGrBXhTde9BYB9iLoUU2/45hWzjwO9yB43ZApGLfNYKzk33CYHeLIfysUSDYYZX74DAPUW0epim+LFBUv8DrAYug0qMUVJTBWOsdAwM1A6Ho9D6ZdjPQEbKxVCPjHqVxp/MmrwxCBBQX96PBALTWIMeBbau4XLZZG+8IYdywPz0+r+jGTHgtEHe8fnrFc32a5SEAAaOtCm2IKrSyNa4j95cQvCsFz8/P6J1zBJAWXcsWdtGjHEWx7xXbtj2Ui2qsPRPAbeBTO/C87dhBNlzXEU6Vo2hoSQTFmW1+KaS5mCKO1hXdNtT9CdfyEtk9vnZMO8BnuOxPGC+vC3jVTnDIQp9F6RRRaoqlPwBBbwcAoS0vKNPGuPF+GI0rzCXYFQH2wkOI++u/shyCQvmgkyiKp+j0pVKY2RCWto1hq1QgbL6bEXQywxUXlI3dD2UIRd8HmS6i/RG4NnZsPNoB94FSGtwrIBtEDHJreC/PUN1wM4GrAloj2zqCRBtrvrIjpbXIYJ+AklU6INBS4WY4zODNUGzElmjw0nF5fgepG4MeY3JLVWbjgOwsBqHtFnPcb6/Ytw1Hu0Oso7rg6elCvaN2x9EOjHZQp60UbNvOM9URyZIoWaEDSNLLYFlrQbC4piaXoQ+f4PcWpWoqBSMbMPSOUh21Avc2JhhVCsuriipuN0O/HyjVcdw+od0/QdFRq+NycXz69Ip+92BhAVXpjLcGHK/A7XbH/XbD7eUGURZkDKNQ/6YEuBKQl/huaMG2XeAPEQ24F4d9dt5ncjWzzTwnotSk5lhxTDQAZlH6M6JK5yrFa43MTDOKrYO4OV8yAHEmKNu4RRY/mb15UymYG/emQN0K9qcLRrTQnqyFOH9aa2SUAY8saiKdEAAVDhOHi0bHT2AodfR8+AK3lI6elsIATqJMP8dp+mtAH9ENc6wznqWRhnHaM7/k63/2P/+fBjswGD7hz/N/M4ZZpVp5/aiLOLWQEjxIAAdzXyaDe4yB69MVv//hIz59/IDv/uI3eH6+AOh4+fQDO+05bVA56QxFgdIMmvnDL9xQhkKnI2TGX3GPf/SSt3+Xqff0o7HM6QbMRo7ELH1D+JCQCkScaVG9UbcK6MD99Ybb7QW3+w1Hu68EbgYpsaMzoVlrZQc0CIZQ3/OyVbx7eof3T+9gZjhud+wu2PWK172Hn1lnkqpoJsEEWkYkhVKcZdlr6sKSua6aSaTwnWKsUzQ7IioIBDaBlgUORwAL02BLe668x73VozpAU+IhdEvEHQXhh69Dcb7PxoBKaksC7OI4MC4XXEHAtFufGpd9tGBP9wCgBvZ9m/7wjOE9zhQoRIHRHbPs/rxoXLCIBHFPMAx1FM+NcbptEfTRcbvdMMbA/XbHtu3Y951lg25BLGAS1IU2EMVQ5YJeHFMs3oHb/QZRdgM9Xm94eVXKCtgZoPvp608rW1OZQoLnnwMIWrITmBEguzao0ilMZETebOZEsJElaGvMAkX+HDgComY9JmyCOFhTNMGoEyA1N2nUC2ph54XD+mcH62T+OEvXPDp9nRcKgTxZzypC/Yw5PhGgn0CfiYoif/YWZDoR0VSAoRBZegm5qkqlQzfRhDkW/J5SIsMtnJtS6ai5D7R20AEQHvha2Elp1tZ7sAicGftSqBkwAbv4v7xKIOsry0SHto8Oa4sxFJAGDKzxJ+MjulcYRYXdeYgUVAwX6rRENym4onUKS/YOtA70AHkuz0A5+PccknMW4s3kLkQfy6YICBbNJakBzM26agBRrTZpX7neJ3iXrLJzcEMGngbwkNk1xhLMuOV9uJ/GVuhwpeZRokZ62n+KRO7fPOJJgM8R9zwBh2hxTloHRMhu4/t8rqU02B4ASVJHk7L+tfhIdFIHTCIbH0CcAMjuQimA7jH+T9cnXC40vqo6mSAMojlPDNTDfsGnhouHi6AqVNs52YHpECk1ZMQdNgSfHBC6lgSzmqCe2gIDCJxUoUqkZBIUo1RSRGZWwO0+H15UUCqPVYpED7y+fMTt/kKBVmMr4a0UbFtSUzsQLJsxGgVarwWOI4I4gs5VKjT0ayzFW5vh3u+o24UlrxKlAG+zJnLy02JNDfNgx9E2L8HVbFk/0HvB0ToMA6hALRUGpcOIAGjcwS5Shq3uvIfYoNwOpHArDCWAmhRV5PilJsAKvlUA3+gwmUf5ikroAwDiA2osG6uFOaIeZYGXy4ZSNmbnfVD8txaMo0dnEacjZCso2fYSpRjPOI57CJV7dCYRPD+/w/V6JXNsNFDXgfpILF8iC4oglweQGEe62ASSuQ9SP4G/HsMAaxH3PeHp3TuICo77wLCGWjqAgjE8Ak9m8xnserQbvjysW6mRAR0hxOjMCJZCHZ3n53fwQpacBaOTyYkKCDWegA6tBRJOqIPZOHdqBUmAMdml5mu/Lvs+g2QRoG4CQUXZLlBZAE9vZMgZRjAId4qYZhtsz3mIYNXJ8DuXxBFwIdNYnEEy1NH7HZenJUqMBgIMytbFxxgYdUcRZdmidMhYzAsKWUe5lxs6OlQoaEyW64Y9XmvDULcNfdxwOMEe1cr58oJtGDTaJ1J8NM8wBjiZrKq1om47rDU8PV0wjoOBQbi2bBTAcrB2JyBRimLbN1yvFzQbcCkoWrHVDVoLSyrRo7TCocm4Sb9TFgBCHSr+nAKrG57qHv5IRyq3tOOIZFLFALO3rd0w+i3sPbDv7Cg3muN+NNxeXvHxwwfcb8gYChqu3P0G3A6gbA2fvn3F07tOAPDlBZ5CzWDZbK2VIt5biQ6MLEERWSW1PoSlwqezmjEmg7OygfdsfB422ZVTWUrIHqSWkEWi0an1g0yiZuALTLuqp5/Bo7TLUlA8yl88SpkUD9+Zc3HxHVa47nunXSyqgCrKvmG0DgT74Sx6bJa6kFlaF4URMXZiAyML8jM+0SWszHvwmfjIsGVECbiFnhMypjglqr/WJNufdEWlwmMgmX8/i7asZ2Wcd5b54DuaJAh36kgXbFMzpq8kAA4XwRiO/VLR7nf03vHu+QkCx8unF7x8ekV25lodhdftfDb2X/oZPZw/OgSZqPIA/PPzHA4fgFb5DEQSvJGDkHyNrNec48OMV1UhAdZAo/wKHh1jCQyYG5pFmWuMIdRnKXwPfdZaN9RCbbe/+qu/mPo5/WAHr+enZzxdnpDzWVRg3QGjblCp2ZUz1nMkx4uyN3YpW0ihMM6Q+M4S78n4ZYKE0ChLXvtDRaZGUQt92fX68LHd4fUCPKzBdd2PVyY8PJmSHknbGGhV6CR9hQagONRt2QdLsWiuTxuMjwGPxh+K/VIxjp2MI3eWWZqjHw3WyURakizx9QYCzOHTmQdgHXY2n2jJMEQ4VkLiwHMtreettcDccbvf0Y6OfWNToMsTO5uWQhb8GBHzl8LOyJVNWYaHTucwPB1XahRax9PzM7QWHK83tKP9TOjo71O2lqVcb77hwXBGfYScACEoM9efmdV8X05x2CP1MFE+/+fL7IccdPOJMqZgYsnskwAIQdIBj/pQUCRVAY2yMJGzMbAQ2xVAQkg1GEcscyCyODusBUiTwo2pD5NOu4qg20BrfTmAEWl6AnPzWXnTqoXdJ1wfxgG+ApD8jIxaNRcjMNunwtZ8SRzURVn3raFPAPkcoIOHD5JfKytwnqwKyNTwSWDhEcU/zbHEow2ZwZ5ZdnRZBiczmZDHz8yMVW/A6EHZjnK1/DpzsFV0rAsbwZh8s+wyqJ1C2fk/spb2ycZPx4b3g9N8zFfHwbAcmJnZi3XAbKGeWES8ixGivtRMCLBmBn0hZjvszXdNJGh+xyp9iHt1X/caB1sCTzYN2Gkvx4sfAVmftniNwI+Z8z/T5QNuNPwuAw6WZgxzaMmseLQJDZu0bxV120LcmHZBi865YvlCtKv2BZUmSwZIkEggJZx6s5mFmfbEHp0XztPSPsrkgzxMbdZAhsM1NSzCpsFniRHtTlBlg1HVe8Pt9oLebnA7kG22mxhBop0Zot4BuOPd9Z/Hh/sfYOMgICBRIjkOltbUdR9uzJhQM4K3uQRZZZVIhiPpIOOnxz2TzVejJCO0mk72wwZLbyo5vFDpgA92oSgseaEtXyDSyciHzeK6z/JEgkPRvjtKrABAgrrMcfTpsEgEdEj/jAXmkAGUqtEWWGCdIrdwaqWYA/u2T3aauc3OQoBnVTegORYDUhi0UyepB4hAcKcUmWtQTdFt4PZ6mzpUWmIuMnES4JCjIyzz9F0n4OxUTM7sVBsCqKG3Dikl9PLibFEF5D1k3AhAAuHQ0vkqAVru+zW6z7FTCP0DA8WfKwqAqgQhRmFr95FCtycdsCWgTbQ+kyxmq4QuEyi/lACtlMKSQLfodOdQKVi+JoG5BAVmWUw3aIhoqoZLdXJ2s6kBS28F7hTMFqEOzrAC6IbL1dDaC4AGD10egLaDyXnDcQzq54Rtq0axYgYiOgHU/L7jfsxET54pHqW/Fr5cCeqvA9EoACinMvX0dbiWLwx+Yu1raHzwrOW4WYCn9H2i21CIXPfopFlFUeuOUnf03lArN/HoXIeXyxWtd1h1CPoEatEaKnSBxELGERAgaJTDWbScdi8Yne2YUWuUnFok0c4NSBwI/8YdaL3juN/w6dMLWnMkgcstmNMCvN74n1bg08cbnt69YIjCohS9qOG4v+LaXoHLBSoXFDh8EKRzaCTrKBacB5eNsYK6SGTls/J8DFAdUf4xfYcxTSsbZjxqs7EcjqDOGAHiSOTeo4uSR2e20Vk2SOAJ0QAtdbx8Akgea+BaLrCt43Y7cL+9YsT38MZPfi7yzF0+kEjoY2oJLdpkBpwDVMz1NH2cOLd5JsdrlUwGEZ97eCYc03YZ9ZpUC/6Ff/4v8W/8o38Z/6f/+P/+X96A/JkuJikem1XMS5Y/dE4iwwHBY5mtg/GN24DotuYrP3fGHcKy10Lw9m//yd/h7/7ut/jrf+mvcX1+wg8fPqB9/IDx+78Jv4t3NasWzp+HnLvP/f7zzX4Wp3zpEkzCA5eWTB/Dhp1ID7kgfK7HL3xU+OupW5fgTLB2amEZeOzh4Y5ubHqA7jDvuB/32flWtEAsdI6UoE5BQd02XC5XlKK47pdgEglGlNGT4QX4oIi0OOUuULgPMzbMRgfJcPSiAOqMX+YcgExi2hJ93IcRZ5yFt/mqZKHTHnAIM36hY5mSMbk3BYEp5IDukbidzRNsSRm4z/g3LYUWhaZTgRGYcYBOgz5y9zbL7ZLVve07/NnQx8BoFCoHiDdY+DJ0Xk/acQlm5WPl3GvY0VwHEWudWUnn8zF3iwk7sKEvv7n3jvtBJ3V7xwRvDyArqyf262WSLwRMjjsoz9CiQ6oWxVYu0CeF1objuP+RTcHrZ4NHrAdckbYGIhklqhjRYYLn58rCv22NTCaNJLIxjTUBlhUosUQqOuScwKplrARJz5VYYWwnPm9xlb+dAYLTE2XgkTZB4x4TwXT3oJ7EomAkBADnpT+dKMYcPg8XjfKA3EAeyB/i+ywN08mWPkTl6Uznc5/isonz+PnlHOisb59jFc+ZdMGkHdIALYf8ERFYQfAaMl+fD8xa3QkuJeCQwczp6EnDO2dMZJaWPND38jCZ9xLdmYxZd2bClzh26la3xlKz6EaJ1DPrFqXoXxhegIfQ+bRz/8J/YZA0nQvgIaBXoRhk2MEJlKUhmSWAJ8G4pA/OcYhs6KRyi1IsWDKYssf7fgCofGV0PrvShK0MtSCyvW/2VLKeloMfAzAD4Kx//8LX/BmvvE8LdiBCo8DcUAJZFFklJFmuCvA9WXIzdafMYWLA8GDmEYzKdZ8LSQQBRp1u5jS/IoCFPWQkHMHJZM/o1AlipgHnkyY+bgGOU4LPmRGU2I8a7YUNHe7MhKTmjRkzKbUoZCMroQYIk+KBWy342CQCg7UGJYJSz640ATi46+zcwXvUuWboUC2mocXPZDJWFVYzn+kT2Cqb4rLXaH86lsCls7yEVjkQnSm+mcM05rglmOIeJVnWJ2M0KchjDAjAvJfQHvpp/1Cvjd9xToqIMzjsI0CSzn1blALjozUc7tgQHZ4AuHDeRD1YQnHPGnpC4ugWiiy5xuK/3juSxj/GYKDcDpSqcKmowoxSPDjPy3CKVQukVGAYWuvoLcBGVOqlSVKzB6w3HDcJbRZMe6KgaLoWA3XdBIiOdRb1wCICH47RLYL/zPjHOQeDyMDsaFMqRqlQXYBJngPmeR4t3UQ/7YfFvAX+6i9+hX/0r/6L+I//r/+vP8lW/FO/hCUHHC8GBALhv+XEmI6zvsS8nLu2pG+RvoZb/iLAGy3ULKoUd3Yf8ELQVcXw7t03uB3fE4gZHUe/Q0tFLdQa2y4hhj4z8icnHjLPFg0di1oDhAqQgk6xQ2WDFO4HFUeaPdpioG4bs+ulhn4VHV+N9Th6sOWUJYsEdwI8MpuJsSGAF2X5m1ZIBcQNLorWDUfr2OqGyyW010K4vdYtbBf3VR8Wbo8EGL/stkaJaWbMcx2qVCCYPQOGUtmxjSLPay5lTRhadLpsx4H77Yb7641BnCzfqQ/+BwesAx9+AP5xvWHYb/Hu208o1wsuT88E1oKxuG0aulm0x+F8wMwnOIhYMxnsnNn45zWKCLQyOZJnnYUGZnZSTBYisPyDmdyzLC0doW3FwbDw6Sx0n7I0kX4P4EZWWzKQ+LYQ+w4bs3xFzvXaEYg5XN+f9+bgZ7hGkHkSyVOPsyzHYzrUpyHJda8aZyO1CoeE45l3kX5Apf7Ku/KMv/rLX/1JZuJru7JjM2OKNTaS1ij99NPlTrkP4ORTAkjWGaxByvKD6e9EMxCkf8Yk++vtjjY63n/7HhDB64ePuH/6Adv9E0GNCFdmC3U/efczrsTc09OG5TNMv/pLPvObS1ZslQ60xHf/rIuLlr5a3vjZr4ikYNESnXeVukWDcXCPRBMbUlDnaPnp8RX5OaXicrng+fkZtRb0e5vnbtEa5zpCINvYHbw8dp/L7pQSejnJ8HJPcP3x/lmJEOzjqOqZhBARdPOHMc/zLIEkJAA4JzWfa+kDz7jJMrYSeAkWviu88IyQYPq4OxuwzNJYxjGUINDJhOfDRKWNkeGl2tGVEX4N1n/ZKrZtR98b5+KgtlQmwJJAMr/vHCvEImJ5NPUIeaXdXtUdtGHx+gmUZSfNKB+McaJm54BIw3gK30+YpNuvVzy9e0a97vj0wg553Mqch8M7DutovWFDpU0uFZvKQznnT10/HzxyivXSyEcLVpUAjzxqL8PZiJ8js6LnhSYaaO1ynBhoRIBU1obOrFxuUgkgh3OjE5yI8Z2DPu/5/OcpGGYABpgwi5eDFeHxPAgdiKBHc41NlPz0teu740UPi8ZPz5lfnG9Ko4I3Z1c+vy8DkWNw/tlbpsn5r6mbM5/BnWU0YWB8Ohbn54qfxeeeGWHzd56PEcg90sFfTgQeSvfivuacZpC8xnka5/kdPu/JI7h2W8yFz8AdUHSyjUVILfGVwx/Bo8SKCCbED+MzJ4YVzKUs6ReQfVALolxjOTeaQVGCpQIs9hE/kOQVWVn20zwn1X8E8GEjM9AIpH8Zy1yD6+3h6L415Ke5ensJct2c6JO5PHNvYE4yskQNAbx8jdfE+M0x0KfO1bBBLaEoQSiZPZ8OoQcTQEJzKBg86UiPETYpv2kFF8Bpz/vjHJzp1HOHRgASrivSjZl7W9ZhKqeOlbyZ5bAl0OgAS/RKONnK9WYDgDhKoYh+gkeCApUdDCjjEK3JBj3R890pwK5ArRRTJIU5nQuukJ4pYuQ+9KlrZ20wMgr74WawbgEEKY6jhDOSrBmWsuy6oY/MegKZOVeNDF9+GdZ/LKkI0doMkkK40Ue2jh+zTM3MMHrnGNQ9ynx8Mvvcudc1HF6JKYCSbTqMgaC5QY3BpSp1jXprGHcCKyVKfaRS24b3xMUgqix708IAexANT50sjqdh9AYo2Vg9hN77oIZMiY6aImnXojQTyYDboaVClKLux2jo3bDVYAEJi3bGMSA+0O53qI1ZsklHOwoRywUwZoTFZZ4tI2jco7fo5NeRi0IlQH8EgOAhrIktdwQBAg+2XIh6p9YTAagTy0jWnwDwF7/5Dv/av/zXvwDwSCLRUCbbzEMrxSVXuQBSwpZHYwaJLpInJz6P+2wXfGaIFRHUGoG5XFAGOzU6HNdScG8fI8Du6EPQe4VtFxTdcblcYR0wUpJnFjzPOdopSb42pLDEwoGpsUD2Htndqops0w7zEPYuKNvGYEQLGzp4iBerks09xbyXPoqDDLSEIgkYKxlOtUKjJE2M9mUYuxzWbQ9BUaPQfakQIVtvq+wSh3Ji7YEsbIeHbYpgL8rGMyiuhWLZmTA0PZcKBiMn3memcBtonYzCbIgABy77Bm/sfunC8vvjWOfF/RX4/e86HD/g3l7w9P4ZwxzbvuO7999i2zaWp1R2YTKfT4Es7VtJIcTcZNlv2ub0tRJsSX9LptaKw1FcJ7M/O/Smj3D2O6hZF2tG814Q9+BgO/YocUEBEOVfThB8JkrC6E6G2dQXTf88t9YC/KdWxznY9HJKYmMGn+BwsMQ7/4xz2MXhQhBKzs8Hh3d7iGXmPUSgp5Xl0WZG5t0v+KKPkcHtyT8PB5q+49lPCR8gOuXNZLcs/8yjfD79Zsk1h4oO5/4TRe8HxjBcLxcWl5nBO7supsvFNZdAwWP8kuBOAhZJdEj/OzkwMjuaYc7n3Bs5vxm+Zzb6bbx18vVOP3x83cOvBQmIajAvJA7xUgsu1wvPWAnAYHRgYIq0k7VryLLZjAuyYUyJct9t21Frwcv336MWhW9kRUt8/4hAas5F3EcJe5fA6WNX87CVcb+CFatPAe35uzyvAgDKz8P6vcZwzUJHzzV1GiOLOchxljWy2SHWS4UVhQyDjBG2a5WtrpgV834l/P/44mCJ8uyxQaa7wIHi7D4ngrpXbG3H6B396BPQLhH/TW2mjF/tnIzP6WciMZ1BCdXUtNZkCQXwjRKSEFH2NsYsQUwXmGXvHfejoWxlxvf7vrOcrRaI3mfJuzmbQN2t4bCO7tQeRKHWXdUN2/7zJAF+toVL4CgHO68pQzGNeuSHTehZc75n8D6N7ekXp207Pz/Dg3nNYGyVSc0Pjp/jbXA+QZsEKlY5TgITQwamAGkEjROgQbTlk8gSx529BVTyefLJdLGFZ3CeFLwsT+NCzsAwRyf/EEBOi87xsAAXcPR2fGT9NQ32ecPn+BdSsjNgGm7wjggS8WgkT1+zwAUGN1H1N2/MbQWQybqaRj2zpXYe3xPgJOtAcguxaH9cBdlePW8rYwlBZO4eR2SWPmZIM12ZDLjCVzVENzYDxDLYIXiU0kbVOF21UpQYp++f4zPv1k/rfY39FH309Rp3IAXYycKw6dSd1+n5xh/YEAJkGc8CNbLkI5yi0/LCqazuS+jSeU78vOdzjidA+Nlb/4zXMgRmDWTfKA0xBBfJ7j3ceyqConXuYwqEsl1nSdFGG5Ep16CZIv2KeUCev345KrEmYl6TBbjuM4IxsATMxENYmP8phDXo5kDJrlwdjtTg4MHjo8C3RnHS0JsrWJ/TMlNsZCBQZqIDqIAzq6ITcDmBasIOWEU3XPYrRHa2XM91G2tOAmSywo1iUxDT0F47xm7Y1Um1FcCFNeJVBa+9ha1mEFlqlIEJoFbY/jhGCoxneXnuGh68Pm2kATjyJbFGY8MC/FOyjItrwJzGq6rCtcKE49VHxxZJDA+9n+HMqG61wCLzlQLI4sFyhIPt6qMbI9ixTZzaMTY6PNpplyoMbFXQOltto8caUmrcjdAMkpyiABE0SkIkIyLPJgAClIK7USPFbKBYwVYK6hPFuo+jwUajg1hrOHANpVR0H7MTic5MqAA2oHIFqrK+353MMusBahnMDziS7RZDLhZjN+jUiQPd0YegHUm7V1iPrlIjzqvhqNuGWTARjn+e0eyKhQmgfu0X5ynKB086X1UKJJzqs/NpFsLpkiwRhVZF3RLEDSczgvHUERk2WFZZKrbtCmwFYwiOZoAx80hCj5A6D8Mw0nUv1yv2y4aBigG2JFoC6nyKLKfm7wqkRAATZQ0ziBGW6g3rBF8zwagb791I/yejpwBSZvByuRT06K5jHq3Rtw3QDSxJCPjKF5AhKhSwd09eJnofeL3fAS2QWgl0KbupiSjKdoGJoo7QYwxQe3+64mgNIkALR72WLTr1pBFSWAIQcYKUcPiY6aavWOoO2EAbLRJeZGxCCvbrE75539GO3zGWDN/Fk8wlQKEMGFhVZ6itoRx3QMoUrp7HeDC7sjnN9ONmsBTeT9ruU+kHranPueFboiNdkNDGKIm+AJBTaVkEm0ZQ3UaHoETTCpm2NoUidEOITLNTnI/suBZd+OKcFhUgSzkdc45WFBF3orQN9Bl9gkwAdTgTxFxRCOs/xejrMijtYBsLgzXqfQwARVneO7P8IFjeOmUncqwBmfcuInBdpZy/5Gsm5Pwx5po++o/4jrOTdJ7VLsH8OgV6+HxszA1SaA/MBe3e8d2799gBoHdo70x0TZ8/46gFeK5P1+VqffZdflpF8ZcA7tcHhN3VE9DwmcaeTGCSrOQVE6zvji/I+3DMEvtMZtIn5TNs24Zvv/sWL91Q7vdZVszEcsdMosR3p9wIO8Vm+SzvxYazKYVzz7kYTMeU6hCAft4e0E36f1GSn1Iq2TVNTs/DuEbmcwAJ7ufznxI+ALY347/Kz2NokjWeoEuc/lUV7vX81oe4QzuiKkQio++TSSgCaC2UWYi4iuVheLg3xBrNDy4CMpB6iDI6gMIzqkbTkww6XbKiKEYlKkQ8yUcT0D7FTZ+VNS79o6ySEnHUXESF65naq4AXYde409of7nh9fcWTPnFd2OrSWQu7J7ejYZjh6IbX2+DvvQNVMMSZUNwKtn2boNwfu342eJQ09VmndrpmiVfGmQAGDDrysOKGWYQ1TBDJZU3oA3siA5t0unLScaLA4WEtMQCa1LTHshyi1IYVkAey7oFxyVxKETRb0H9x+pasw2RbT0HG1P7Zc62bOo9U6KlYIpRpYFeZFSDzz/PTsRWogwwWPB5OXzSSb8YlAkQPOl5eZo4+6OhfLuX0nnQyMho4L6g3B8fEF05aOcbPngyl09zmRs73TEAuHnmYg91YPj+kRMn+AYDsVKLO7ml+LADJwb/b6b+0Pemcjr5AoiyDY1C9ACQgjO1gEJuBXIKR1M1yyDC4BnIeRqWEA55zsAC/BGawhNTi5uTta3O9fmFOJ/U294Pg9Fqf3xXWa82h5AEQjvj5lef94SfwyGKwv8ZLSgQw4QQPovQ1A23HA506M1CXfeMejDpHUwBBiZ9tRkEtllyf06EAlh10shh5WND4ezi9j8u3nByvPG4JwvROTZBaojtGoW2SkXPBAKS3hhqOTX4CQaIGeAOBJl7DGswaOwZK7Agjg3S0jtH4rGWrKGXDVneU+oSiVxS9QmQDXDCaYUTmjpkpwaYFd73juB9wb6j1AtVKHZI+6DD2Ozru05mowg5KWvMMOYOgAi0ON0HxejJn1JIAYt8O7ub5MwGZTpBgtMaECLBXRXMAqJGNUlghEPb6esPr7Y73z1fUfYd1djI5DnYweX5+5jzLWgvujt7GtN8yUcHIJvmI0gxBiewhfEAKM0qujqp1BtSoWeFX4cUJpoWT2kcnq4P+AzZU2LjggOH+8gn3u8P3jn0vQI3vUo9uQQVlZ3txiwzXXmMug8GkpUG1Yqsh0imR9XICoAqKNnYb1ARE6iIUlOrA0TFcolSNXaRQBYiEC7to04YcreNoN5RGvYQh3wSjoCPPxOKGfmbXZsg3WTcBeheN/QyWCn/ll3tHHwimY4LDFe5LlDltihlwP24AgJeXT7htB+q+4WIXXESw1yVAnA62uAFGTREydATVhT4KyDSyfsBGQ90CqBK2XH+93XHZN+wAXCl2LlrnOLPhhkAkE28EjOp2RdEO+GrZnGeOO4KFvnNNRLccc8D6QWaZBAgpLHFtfcO+kZGWSZAM2oeRdScFM0jnWSSAFNR9B4ZBld1N4Y6Pn/6Ao3Vcv3mPfYtAJQAnQGD6BNMKKcBWC/atoAj1jWR0lqKWgvSUVsIN4atRyNbHgHaHPFOvzE1ZRm8GpDbOMIx+oLU7Wj+iY8/Ay6cX3F8wj+bemAALDDiTwYADvRlur3fItmPbn3C/Nzz3Pu3QTB5BwKYoJ13S8FcWqIvpt44xUAJELiAIM6bGUweGQIrCI6mByXrlbKcmCDQyyB4sBggMleeTGvU3DOgttZHImkSs4WQElyjBKyowF6BTofSR7R/nhbIJiSkTbyN9SgfMBwwDGzgWEmfDdGWLhF+F0+diHskWeggJVGTwl2vB57+XBquonDowA597bL+s6xzDZIwCYJURZSw33VR/+HO+D/RxH7pezS85ASupYxg/K4Ui8LVsGL3j4pFYjSDaIsZQhMTJVDb98ThoVh38vUcF89kBgZeIN60TFMgS3hPQ4jgBPsLzTEtda1oIZF72De+/eY/f/PrX+G7b8HK74fs//AHdBz58+ojX242xTmGDgq1WlkP3gbIVqBA8Oo5G/bijYZjj+XqFu7P8KvynIhxvVbJU0kmdTZ8yyR2M2SW3cVrvp1hVTn/ydzKn4k00HMNyAo+E93RmJZ3rprY3wuYZd7kbQfedZX0j/DJ4PJ+dXuensricQc3VAO71tJWRPAEsxtEh1YFKX2zbd1wuHcf9gBRlqXV+PgcR3snOLrVGGZ0FC9tPBAsAGHHWaWhNJvFCqfesFmVmgISOq3dgnNidGvH8sIHX1zu0RidloQyBVsVl29COA21ER7kCoBY2w4HBj0Ft5VomgPRzrj+NWympS8TgRiET2GGpTxjYmIckH/lgQGWi7Ch4Zkmsj15z+xbVngs0AAg8Cm+fwYkz8JLNuc8sjvwuREmEm8HtjFSvz3y8lS+IdZ9uNzVI5LMAezFHkgKuwkxGshLciZiWk5PMvaoLjAk9qcfPwmnQHi9VAYwbYYIMUUMQhPKQeFlABY39I7jEcSnI7l1TLC2KEH7semDOwJB1cuuZoz4eSfXOg9lhozMgdJZ0eFDuWBs8Yt4S4AIwgL0shlECSLkOFQzAavzMjPpIOXdvn+LUifjhPzpcCAFOyfg3xu4U9MR8cg2FUHaMsZ0AtgRpFJHZqQUlxomlCPrZmhPgR9fhT83B23KqP/pe/DEH6MvZpz/HVSR0f+KuxRldllqDJv1obLoAbRzodwYJCMH1UgpKMdLqi87W8p+bI3mwFRAe6qNHSQqA874/X8tGZoDs61+xNtQcZVPcbw1VC7IjkyeYHQJJKcTKsrCOPg4IyLxq/c721aNDZaDUjcHV6GSghH7Yce/Y6o6npytexgHtjm0zWPXQyblCZYv9acAGlLKDh6vP7PC4feSBCeA7ALd2wWjMlknVWVdf9zpBVbJNVqmCI7r/DP5jBqRhP2wk0wgQUABbwM5c1o8IfrnfqAUiuOgOc7Z1tsGEhKGjbnmW6dRV6RbtWLO0Lcp3qGfm0cmCVmbfFN6cpQyFotw8I0L/RJJlYdjqUvR3M7Te0HoYIFGYDVyfniBNgK7hoFzwejPcX2/o7cDoBMhqrbCdrdZLtp42w4ABnSLbZbtSvDyZRIWC3KKCBscYYcgg2Dd2VLsWxS0CH1EskWYzAj+1Esgqgu1Scbm+w/WoeHmhg3y0W7BGUsR4IDowLyvihoqC3m1qLiDBuaLYJkC5p7QgRAuKaLSnj65sbjAI9We+8svGwOtxoGyV3dOqYEjD+/0b9PaKsjGZ1BqF7ssUbdZZjrYSS9PD5XKK88Y99SgdLNWh9+ORse79wDBjAKFAdjY1Ebx792uIUANDd4VElx6EvtdDIiHAnNff/x7v370/ZSiXHct/SynQoOu6ZaJwYwt4LWC3vAJ3BgeZhDuHnuZMavUxUBWhXaQsxdw3yDCKxse+VmVHxn40HHbH/qtfo9uOzXZU3aFeAmA7JggwuqEB0MuG7emKum04bjf00QKMGOhHx7Y59v0CqMLawGgsX3UHdFSIOaw3WEtxbzI+xcmusTFgvWO0hnajIOnHDwEWSXSNbUyCHQfL8P0JqBdADrJhLu8G9r0CTnZaMlu5XyMgs8ZAEpngCl9Ql+8850jLZ/4AV9R4+JmE7feT7uIsMSsb4NTPEzXUSruenezSC3PQZxooAeJlOg+PgRzSR6Tg7V6fYE9ch61rYGHBflLgcnnC/X6bAJfDyRJzdrtEnBkwQMryn7J8Ci40hRMA4NnOkynW/DB4MEoFwr3D+vAA/BXmOhOAqcP5S7y2bcN//3/wb/74C07PlSVt/HHaJXn4N+CrS5UvK0G2zsKPNEB0izFUVTw/syPu63GbQfePXQLBYrBEaX55E8t86SF+4prPdPKhH75Tli8+y7XkBJZEnCnATEDx/pjkMXfUUvDu/Tv8xV/+Bf7qn/srPP3Vb/A3/8Xf4J/8k7/Db//Jb/Hhhx/Q2x3X64ZaBaP78k3l5NuCIMS+XeLMdXg/sL27wkPPbcoyYAWSnANd934q78OphB1xDs2xjgHIr5/d6OZYxLl1ii/Pv8/iwWHjoVHBw/i78xiS+K74duoVKY5by1+ue0kJh9QYHUB2nkXiBg/Tn4tQgO4TBKOfyaY5vffo0sw1Vfcd22Wn4HijlICD8XqymNyNCRg4fTHB8tXjP4+vPsdpWZ1i5vAWZb6b4OndhtvLDd1sMi5LTaCLNv71dkOtlclhJynBAHz73Te4XHcmP9GhG8HEvVbcP31CfdqxlbKS1vh515/kfWXHHVXBmUr+9kqkzwG2YYzIoLy5rQwY0pjQ+Hq0JfSFRgKBfuYXYC7qcwArAqRKOn2REHxzlh88ZDOFh5MF2fntiM0SESwj8cgeWYsh6+Nd7QSM5SJaH+6IgE9AOZxTGR3FcGWOBQPDcb4h5Kfy0WJcTtnXNRYSjj7fl+pQAwxuWfoeHVTUgyG2qmjXQ3/OMlvPdoqf51uS/XIeQ2Aq8D8+Cg8L+3wNscNJBHqW6vJnxwXJwn6YCwPQsDgdUcGDDQs4AmJdxuuDszBfe4b+cm+eMCIYm7Pg+bmc6reFTuUbuGWBmeuhfRqOBU6KMPNnoYHBw1SDxisPn4cMJPLznGCghLdi5qi1TBAzO91ASDG/XC6431c7xllCmLpi+X2eXQDWzyyMZGbXvpZLNdgToTFlKqh7gRXWPI1agnFHdlIeaO04YEVD1yJ0MwA0O+Be4O4hLv8ICGcmjlthzcMDmJZ7AKfDFrSHmbnMPeyhkaDOLm/33nEc0RUjWIZimGLIozfeczA9BMy8e2MGuAXQxHQ9NQTuH27o/cBtV1zKDjdgNJYaDAjur4a+FVRQEFTEmPkO4DmdCi+Cu9x5EOVhHcwoi2xPMcfh7ApSS2X5U2VZhQDY6h7j1jkbqiGKz/EINnd8JmCtYMhBp2hEyRryoKbQbx8dtcgEXyE+S8gAlpqWqqhW4dhx4A44gYjRGoEPW/Z+toUHIFlz3ilaWaqiRJelYQ0uBaPd4TAUAcQHJLLwAPDh4++wX55Q60aQZ/B5e28Bnu1wv2PTDVWZsXctqJti9AK3OldR3RQ+Nog4EzHa4cgOcgYfzqAJdKLh1JvZqpIgYAWC0EuCoyh1jAyO66boIQIuYHcP3QoOP8jKKIpuHf12j/a0hrI5bq2je8eIoNOEgZ1qiiJnkKEo29Ps9DzgUdYXouWeTqBAq84gr5QaOgzhZE6NlK+feQRgOrjBo8CwjvvrB5TLNn2L7KqXJqRoISss2jenLsQ5888/Ux/Pwlakv8X1IPHnfqnYo9yJICxZcPtlhwu7LPbjA9AP7M/fIbvhEEzkOaYAXFnOmYkwn5oNWMF37GkKuwYrRSSEndNBTWY4H7hH1phi9hKABAFbGwNdQpsuBFyLFnhVdtIC0DHQK7BvF/zVf+u/it6dTCB0HJ0i96Vs2OsVF3sGykt074oyPK1ktaHSpxoByjrP5B0CVAJr3rJVOw8BG2NpAfmY+24FLPRlfAz0447jfsPLhztePi2mUVTWojUg3o7egdsNuN2B1g0vL58A/OMoBRb03vDu/YHL03eo+3sYCkR2mA+MQd8qm6RgeoGODKKWf7bYPOoROJ3Y/vzPWSZcqOmmIBA0wYIAGRHl1Utkl/ZEZcNM51aJzoHL/2CpvcP6CN+X3tToA71l8K4zgDXlylNgyhtIsuemrhMg0xZGoiOTuwGsnY/sEpo7HomREQDX6NlwIZOhvqotQL9aI/gigxb41Xfv8b/8X/yP8b/53/7v/z4W4896sWww/uFvIF1fjo34Y/wFYEmK8K1o4bNsBbjslaXcwcJM4AiQaeNHt2iaIdh36vYk6PlFlzPiih9PZGYsSDZbEWqEBUTwxwcjbZQ/PtdDHBSx4oqd8tai2gOYZWbsyktALWOc+/2Ojx8/otYNbRP0fuA4DrKPBdi3CjgZgaUWdoI0R7vTbxEPGQaRJZwtiv1yhTrZ3vOsFEy9qaoV27ZNNuEEuAIQhSxyyIpMTjHCm9DtHBuff5V6mvwgByQ1P9nZbb3h/C6fGmTrM9f3igDbpWJrDjItC5KoYOY4qkJ0wGSEn51zePpzfnGuwgGSEn2+xDCwbRcydsHYtLcGGBm2owdDUwCW27CEeBQJRvwpxvL4HTJtHDiJpEX+EX8mF5wKG24NhE4bm0MUVWCraL0DqtRx7g32wuT4+/fvsNUKvzpGUQynvtZeK7UV3UNfMeZffx4s9PPBo3TqYoEllS0BlDP68gZvCMOfAZPDS0ovJgUbD0ioR8kaM8wrYF6AzpcZFAvcCefJPbS3HOuQys/UqKHNAsX4cn7S/N6HYD4Alvlc8X/ZkUKMpRfAWqzZMQRgBti1zKFyrEOXf59IA5Bjm+ucK2yBDpnaqKdNuUZiAgyaf48DmvcbrkQYGtZpFfROZ2p2HnqzoRf4tr5n/elr5IQGw07C2Q+osp7n6nSRksWsUnSlszPY4rwDHkAGayz3OYyZug5EI+/zauTf7fRzP/0sZ+u8dXs+mYXub75+sNOLzrJBmaOSeiolnRucHK9cj8AEmlatts+MhOYIuy+5Fky7MUVDz6DqChS4NoYNeM8AOLujOJ296DT1cEkGbKflf5rVz+ZpGtavBz1iJpLeN0u4QOAkx1NOazey+QAgF8FoHR4Bi6jOTjUWtdLI/SHhUJ1SivzsCJiGp8Tb+h3W/MWNokT2O51ZDn/S/QGWm4ROgxiGrU8Ma4Oj37E5y5O0MvjRoriq4H57RW9kF41B3RFSWl8gMuCjQnYD24XzLs0Mt5c79FffzawTD7o7ylaADdCyk5J7bmnv6zlp2wleDDO0YctpcId1g5cwaG4QKSi1Irv4jCgpcY0SxDBaeWaYNwiia0sGQp5TMmY5DjtZkNquGnoCwVLKc6AEG613wzHu4cixpKLWMoOKYYMHdQS62aq6tRXwYKtkKvQj1guQIsIae7D1DvgdcgUUHX0M3FqHCKnnIsxg1X2bOgbqBUVDYPQk+sQSGkVRp85RBDUIpwli8B7BXgAHNhp6D4o6wI4u8Tz9aAROnYMpEeAJgDEIMpcSTFkxOMN0gmY+gg0bIEEcqzIkBJA3OBZjTLWi7u+g7Rag9qNPsQCF+FkAtxLMTctAIc6P7759j3/73/of4d//3/0f/j5m45/ONR3yCI7d5oEyM7kxbqpsd15nOZvOtcpg+wRQzwDPZ7J1KywtpM0u2OoFoz5hWMO2dag6SgVQAasedPoD1/0bCDZMkWvHZKrAU6MiEkyiqOFXxd2vZ43DVN7Op2Dp07jPJEQ+CsVKB3yMEAvn+vES/o6TGHKzBmsNuxI0qFudGhXiHQZDd8P16QmlO9oxYD1K7uDs1iYIYGx1Cp5lGQhWlCQrPc7som8MOSYTgsLYARalw+ZkrRQVdHFc9x3j6QLvB9rtBff7HboJ9ouj3wGPkniNCpLLFRgvQDsIIHnc2nH3YPX1Kerae0O1TgH9SCKMQXahu0AKxc7T38vFJ6fDnmCZn15D+8oS2tDfA4BgOqom8/wUeIkAwSrcto2/ibXj5aRZ1EMHLYCgmUhJ++Vha0DQqYfY+BjBCsh23ql5pmSepfjxyRWNZyPART2kMX0Zd5nlI4IUL1Zqv7kDYNBp5hi9n+LO6FpcsEr41maIM5wg57t3Tz9lGb7a69xF7NHN84fxTZ9q4klvxn5FhWkEAswUiSIIh0Gh+xWX6zNebgd++PARt9c7/rm/+g1+9d03+PCHP+D3v/0t2ssHFKOu4Xm0F6T0hYDw7XP5mesdcemUm6CTzdwTz02xgDjy3PmJb1pALP932ctFCHgAoBJ4HAP32x0/4APa0fDR7xjd8Pr6gtEO7lMVWHQzrVsJbTSWw44jRJQ3Nt9QKLIhTAnblhqGM8wFAmSNuIUsAwJFp5K1qdEac71M/psR4GCeXpcxKShLc07yZKzx2Ui+HVUBtRX51xWPYwZwqhKJqPRLAQ/qyDbIQHSnrmgm2cdMaPDZz9+bTXN4Bs4Nj6wKcJCcsu0bbBiO+4FDlCCzr2oVSCRVwt/MRhlnTbYch+yy7eHbGQDJf8d9mNM/pK1SymhoQdmY6PBgGtV9pyyADVhjrPf6+oreO7adpY4XCLojxLELdNshNthUCyBDc9Ivfvr62eDRGZhZBpiZMLesN81si3y2FmbQPg9YWTbXTyRHf/x3LpxVspaf9vkCTrqc+FQ/CTDqjFrL0vIRMJDPQqfIfKaQdT53dieSMIDzC5HOnE9nXFONTHAS8cuyKwnq79vAexm19RVyXr8cEzsFawiAIDI1Ce6lgYBPXCDuLbv95Nwx68t71Vl3HmRd/l8upEm5XO/Nc+TBlIeDldkgTw7qnK40pAqRpFyHHlMaN88DKrr1BEJPuvqAHUDRcDKcJWYdOAXZ51HltVbn+vNLs2Cn9zmA7lwKuVQMCH2s07zF3CRolpmtuVLjeb6MtZxPXUydh9XhAg/ren3Im1P69GmWelGyOiqQhhlBfZvQ2PxsVQHbqfr6Dll7brGRTg4D1t//3FdrB7sFKIMCEYNhAFYwYBAlZb5E280J1okGYHaii87xWucHr5Oj9HYaYr1mm+DTyycQIprCtly0CRy6h/5NCLlInJnToR7ZltVjf9D5rnGQxPFPQb+y4ZAXZFexDEp5gHW0Rt2hLh21YOpAUczZoaZAFzrZ6BG0GKSw7tuVAb93Do6Eg5FrlgLWnWC5GaTukNC0e6ilj9Uzc3/ZNWWurWgln4e3O6x3Ak5l2SKWkHY4yASawtjCGgVuGZuB1ghnv2iZtra1NsUR+dmUxqV4tkG7ogQLZkwDTH0UDZCtHfdooUuqspb13cfxCb01FDEg9Bp6bzjuHaWS2WayGLILtHeOITwYvjx/pugyEHu0TjZrguy9s1xI4Us7ZvAZe2tRgsZ5GL0DapFxInNrMYc9nDSeA0w80PkaYOmMGplGSJBDBcU5u9v+jAkeGR0eLXVmQiXKfpitZ0baxnI/FcuBTcK9AZlHwXbd8C/+S/+1/3LG4//Pl2gJAXxDln6fO9qlaVWhHmGyHUVor/L5E5zNc1GGYCpzIvTCHDDvUCtzzJJPq1Iwxj1KMbmHzOjkaqkQRJcdj0AiQDvAJss8gQWrY64fB6Zu3jlxpKoMDMPGJVK2zhiOhUOoaaR6OvNDH8zpT5a9UjA2Rd2NWfKy0R64O4oLSzHdCZIaO2m5eMgBFGjojUGEazHuN3UDY8K4v+IclHkuGLKNp/VBVlKARwh27xTRD2CqKLujQQfgzxAbsHbgfnuFj0/YWDGNiNlmYwDZgfsduB3h1xRg2zlsY3S04wjQned5aR2lDJAzY5zXAFnORzrmU64obHbxRfqI9H3ZZZNgTPqDogVVCNa7rcBSgtWbib7F1PWTTTOWDQogZrOUP7Pxp7qOFaw57WwfZFamQLcESzi/T0L8eoJH06+KoDnmVP2svbl8m1VOJChwdO8Bcnp0T1sDOFd6nGcGTAkFBqiY+ilfS1n/n3pNvy7/+DxcWb98+P2yCfkKD99osRNneMSfCQHbsu1oH294fb3D+sD7d+9wvez4/u9ecX+9wUdD8XH+1od7OHvE9HtWjDfnee7znKCzj8FPyfmdMy1K+RXkfednrXghbXjGP/xDVhh8jsuw3pRlkb0P2OsrjvuBF20QFNxuL1EiD0gkRUdv9Jg6WUjWBwQsfdtrxXBEwiE6YCL/HSzomIsE8TTmgPIzmgN3KnPNM+DNzZ/Ao4xR1mxkACvrlz95/dTv1/w9Dl1K18TEWL42zhUH1AXi7Ba4xFEci0IQqfrTR3upBPs83uOr+uXMqCVbC9gvDfd6xxhH2CuZ94fwayZg+dYOnxpirYQQ/7A493Jc+3CUPgBR1J0Mx23fUbeCYYbb6yvMjMziGKsEqm63O14+veDJn2bjG3V2kNuEBw8bPZA15eKzY+Ifu342eERdnpM1yYN+BipvmSRvJvz8OX76HDwGoTz4HhdrbsqHADomKD9c5go+MSPyHu3tzuW35n3Z6YPIIInldQ6eHRhOvR05OUJJZ01j1KyFYj3L4VjiE23yTCIbfnaiFiMKDrgZBoQgVN6lA9lRYzIo4v/66EBQwWmIcwx4P1CZ2hsZxJ3nFOFkqlJNvjtpusvZpcOolYHVsL70hr6w8dOptHDyyMpaNNUE90TobBQ9CROnYxyvmyVeKT4mHWMAqsbAcazlcAZ+zsAQ7/7z378Fj8bp9Xm8kMPAfyhIMY/9FuOHCRLx2fN/MNciZT0eF98CDtZ/c53FuGZQJXn4PX4CHrbQeV3kuI2FZme7TYClPJlRnIccWL4oJpNNkofeBK4ALKrJaW1+Bddx3KH7hqJ7AEQC7xT0RYIotcysSo6niEA3isPN8Z2P6HNcP3MC88wJhwOR9Sgp1I+1LlLQTmvhvXXakAHDA8AvvgIbZLbXMIwCx3lYcq1EUFWzljq+Me5TCzOfEEUKk5aiwUJL4GoB8eYD+3WDDmYxbAyINzoUZuz4lQmCtLEAs1OFTEpTUCRbhCD16NDLBdlBp4bmS2q6kF0ah6tjAuxAn/aWgGeHuaGbMRgrV2xb5XuiO5pIgXto8GVWySXYY2TfsfyFfXWSaaBFcBw2gRVIDZ0rmRl+LYJqhQyDbCcdweRww2gdvbP8z4xdKyScmN47Xl5/wBgD2y7Q8rQcjNPUm/GZM1DKYCZZKvTr1trddoqIAnkW8bwQG7DhGD7gBlRhVyARsg6Po6G1jg0si8oSDHMy0UQYnCUI9RAEKrWemK0fwRazyPgJpER/EFVsUiFi2PZ3EKTAKQBnWcnT03sMO6aeAKChB1QpgJu6YRKBqWQfrdC1SwMlwGLrfp1XCUHy3iMAjjHWsfyItLMJFJUAH5fd9xCIjTKakSAm/20m2C4OuKE3hYLlcDY1jxostNBUy+wumYBddvHTApZIilIvJESGyQJbmdIpbIvxI0GFRIDCrnnJaPIAHehXOZknAvjokFNhebKTLEDF/brjOAy1G0qcUesrFcBg6/dgGkILyEDkGBfdArCMTK2QBZeJvHnbPNDhEKTLmB2Ixhjoxw0wgl29d7SWe5Us9hHlwpR2IDt633cMNFyuF/igePkYDbdPnx50FXXu82A20/TS34kYW4SB5u1+w/vQaZPjQNkatspuh3leydu6/pyec7DkCDZOsHQdQOhT1WApUiozS4oVWxkYMiKBsIBCqMbmTHDm9MX++OWeYXgGgdN/CX94/ompqTcZiqWihODwCG21WrZVugZEIKxIPaIEEYqmZlKidClWz2dLce0WiQaWqT0+RtpMAPQnzKfD6PH3yZb7CY2er/p6DM/i7/7wu7fxXSYa/PTGrGBIHxWnty7/6TxOy4etoRlBJviyk+l7PIaIj/5pAonneDTBPr76vBHkFF9mBJg3KUjBOYPPIs1ZdOVhi2Sta35Mfg/H4GzXKLMVdn2CnYiqAMP9QwdE0e53eIi2L5TBMDqFsLn32AH2ctlxqRu6RWlnJHKYKIukqqygRQIEUZxZl6fpiZjwvGcfALKHqTzHkzFkSIHtHIW3+0CA8+f8SCBxBv++fGVVAD/E4z2pszy/x+f0ztjOpw3IHzqGFM6zOEu/wt2lvpmHXWSn2urAftlR9w2tdXgfUUYrYQNOjyoBbE82Uj70l58rgdbENPpwbOao+4b9suP6dMV+2SEiuN1uuN1u6GOgmKEGiwwguNgB3F5vXCv7Tvb2iC6tAH3GTtYvDMR43jYW/JHr55etpZFc8QPNfNSkU7zpyzV7MhdRBMvGQIMxwtyqc+gyqFnvwwxaZ+CHteYk/tXHmPTbwFCi8wfWd0dADwBTTk0SsLIwAJlZWCJhR2u4Hwe2umEvbDubmRoLCrOJ43Y7cLlcsF/2YPOEM2QpEE1DYTbmgadKer5bZj0YTDztewRJS609D1Kcn/1hY+cuCXhJ6MjUnOkzAAedxkYkDJ2nU5cspBjdGJ8fRQx8/SXtqahAxilgPxn/dBwsIgvBCmxVBFYUBQihWLLbxixlo1M15XywwB8//ccnXP9+CyDl79/+rJ7efzZ709mT6WfOIZ0GQjLAjzVlBpdHMzGdkAiQ3dim9Cwkvz73VNqJQKXTgQdOYABfX1TR3achy/IPOk66xlsw/wPy3hMgWNoVX5rmBwfqK7im9tobJ7RHKVLxZWNyX5d0XtPRCZbgfK4ATEZqiz3YthOEG9S0DDIeAcQ1x9YHpPLwKSq4tRYin2CWJ2vM4af9C0AMFplQBZ2NWskUrKWgmU37MhrbB+77BpWdVNfO7P/1cpkaR7i8g6PArWM4RWepkxOlF2a8X+kwvcOipE4K/2eakGxxGn/PLj8Gh3VHrRu2raKWwnvOzl4x3qT2YtrlPFMkGC3DDK0fM5gsIfgbYnXINs80S3VuYksmkzuy1/0sF4WhFOCiO263V74//f95PnQcxwEGzjxJRYBaBRglAl6nPsNg29Oi1LrYd3Yjs/GK2/2O2+uNrVJ7R28D27Zj2zYME0jZFnNrsLTwOA48Xa4E6t0n+JgAYa0F77/5Nb7/w++ACBbHYKcyVwV8A6A8j9AiMULm1u1+oGhFbw0mBIxqOWWrApRIoHIlSRCioSwnGaC9NQ/WkVBEPRkI+76h1QNbvULLznMvhGlFBN9ef4NPr38LVUE7GsxZgqRlo26ghrNcN6BeWF6XSSrVWbH19VigH79qITA2k28i2GqlwmGe28CJ+bv2/7CxbIEYEKCdR1A7LbQLxr1DNoONiqEKLeE3jIH77YY2XvDu/QV126ivVgrMa9h9hWrFtinEC1mcqTXiCRAwMBrGjK4UhBD240kQmDDtVZToux9kimiwpwwodYfWAikVVgWXprRFDrZGjnJNdrFSmFWojXjmE8MTy/6LKEEfcxy94d46StlR9h37fqUBc95kKfRXA6KgQPPw6NVMdZ7WyeS5vrvi9nLDx48fo1kA0K3h9UbdpOt+wdFb7JsAWINxyYYsrMVXJZibLK5JHItKxhRGl3DejQRO6lIQ02OZ/v0ge/FoGH6H1Bu2rUGKQRHJunm2r52idXkzHn6Ag35a1R2qBb10dKceCl8HOAhMKZgIYOtyB4GiAnYCYoKxC/VqGFifvCdXsJw4Gp6kDzGRBUeiglk5wH1RcbkSgJx+ynR4FbUohhq8N8xkqOjUgFn+GBtorHMhowZMP9njgZd+FdkEU2fJY7dO3bH0BAKUirWXc/5LBY8ecKK3ibPPXrt+/8YSTJ9/uEVZesyvrMTV+TMmCx4FdSM71WLPP6IWCQo83ptAHgkOp/gx/QuS6RJQlMgEy/TRfcZPmMy7jDBP3w6BYHMQP9+YslKhplIphUl9LPbTOld1ah+tBPFiv93tHlqI1JzMRHIVgdeC1nqQ1FmifNk3XDayj3cpsf75hCYsxToLa8ubuJBagmcmM2YMnJ+1RnGN8+NUCCI98CNAz/Kdz6Vw3DSLuvGlA30mUGSN48weCYAic6o1Yks1hzETsoK1ILioytQahZy+VJb0ReJOXoRsUxvzHES9QkpFdcW2U0ewVUUPyQZz+oaGkZBFMPh5biIqadwofL2qoh5gOPrScZYCfJTL5Qnffvce16cr9SfHwIDjnb/HP/6bv+V5GmM7MlkV4KEPw9EGXAs2d+D1jgaOpfdG2x7v3fTnoUc/GzyyfBLBpBiPoDvVfZ9AzAQEzkYlRjG1PcwN1mx2NuLG8cgkj+h6pERpkVljGmJmzbagL6foWAbh/M7ky8jpnt4u6dxEAOui80Yf0HZz9BlcrgByjAGXAtJ7+U0eJ37ZSpwvhjGD2bUJzSjuOgLUEhE6BiKzPAJx/6mN8vbKw88cPLwDVc92rednVBF4WXPm7rAUjJsOBla5FVGfdT7P+UcE4V/Y4c5A8E06YI1zBOyTznfKFnsc1rPUMJ5XQQHpxZoJh5S+Lcaj/frsrs53mushfbURf+rpvzMbKfy5L8qXpe1iwEhA5vysZ+Dg/KbHYzWZYWsM+P43xvXNF9sUkleoJpDGdZaGMYEsRf5slRxMIANJ2pR5L+d1tgAlTKP9WPrJ5zvXxv85r8kEsQEESRWD9qkEMyYPIJEFHIkIu5gFuFBLSQ8RQGQcWAHI9r5xHcedjmutBEcqacIrqEvn9DHMEXNIWQ67IFtnr73B4NGgBajbhm5HlMLScS+q0F2B4RQDBMHrYQPH7QaFYdsKtnrFa3c0NzxF682+s9zh6B1DOrYirJuW3KcfMOwdIJeok2cnswxy6DMbPDrLqEmgtsz+x2yATLaNQFlhqRI7+3B3LbZR7DXnuq5asD1dY14C6OLIYavvAXlBb9Q9KFqwXxiU314PjH5H2XVGXhmc9NZRos132SpEyQYxA0bfcZQe5XjRqaworLM8ZNvIlOI875CLoJrheHll5n0I1Cvq5QIRdvA7jjva60DvDa0f6H0QxIOjlg2//s1v8O7pCXUfeH3lfKgWHPc7xjBU3aBOx+68TnMv163CvOH69AQbHa2TUTI7/CTtHGxZ695wu7FbW2ZeLdq/5thqKRg9tZnS4VgOhIig2oY7DrgoSt1x0YL7/QazFIvdIUL2ETu7XVD0GbVeINEy24pDUFDqBdfLld8lBW0ADU8QZ0lV2R92TWgtCWTIrPE/d6z8mq/b6w3Pz8+4XHdso67OLO924JYtP8/+sJAFmuev+AzCzdjwIrVasnugXDZslzLZZYpwVJ3n575vkH7Fvl1mF0KoQCzOLq2QsnG/e6FYe91mos2RDAD6SlWAdrD80TGAZFZHkI5gLAloE2ljDUMUl260OaOhDFDI/XKFlRmTI7vvqUrYQgLlyTJKkGGdm6mFxrE8WsPr6x2tDXzzzRPKvgPbxrOssw5MdUMoyIOlrQ29GfaLYru+x3upePn0Ccf9znbNpQCt49PHj7jdD6gInt89UbS0N4414kx0AsomjuI3lql5g42OgpAOMkfKX5UCbAXYg3x1a8Bgs7YV34LjYwb03uMM2oFj4P76inY0fPcrw/X6G+yqIWasgFS0WqHe4QEsT3/5tOYYLLNhgrhPnbXUKxN1qDpqBdlpSF+ZmW5iOxTzTWHpQBGRXtXCUgjAnJMHZiy/mQwWd4gpnrXg9XZbFQmneS+1YvQ+u3aln12y5A4gcDHGLD2rtUav6/Ato6ugfMG3ZcJhMVYwBsuDhSd7LYVs2zj3zwDJL/l6tKk55pjx+uev+fHPeWRaYJW/nuaylDoBjaIEjKdQtvnpJOD//tQ3f8aEQcZgCVYuuZQvwRz5yG9dcA0RakXImMT/9Y3AQgn2pgj9BzXuiVJlxh4sQhcyxucYOlQraq2hRTgAa7AgE7B0wZlcqVEBobyXogVb2QiatA4J0XHF6hScQFJGu9wmqScYjSpidvwMGIVPOFlS7g9j+zZG0VPMeB68t+mFtxVKydZ6CwR6zoHIT0zUAvqWnRGg0J9305nIAJx7XXG6Hy6QFXdmpBjPl7YBY62jfodYx6YF5amg/uU7XN9VvL7c8frDDbdPB8wNbfTHMYnP9MKzKkvvP7MYvv7CpyGDcphh3zd896tfYds33I47bsd94iIG4HYc4UNGgncYXj59xIfvf8B+2fH+/XfYL1toOgUopoK91Kl5mbb551w/GzzKDZOG/fzEzKohHsJzpB4XxAQb48BHitT96MpYr4sT1Kc1WM7j/H773JGcHKYvBcbxf2y/x1dPcCUcsyV6RTyFjKN1EeyJso3IdicjhGCbnb53HcbwR4SWVPU3AmUZrM0g6/Nxcnggyw8DFiASlhFAGlGZ3UOSrTuNRgTQAOASXdh8TaGL4KSWM+/gs3Vg8fMEzOL+Ug/jnIwpWqY2Ep2IzNiwlCbLJx7KuuIy4gMPQBBwqkM+3WvIBszXnl+jp/eeQaTz75MICCfjqTegVgMUEGMw/aUrbd+XfxNDd8q6nP87H7jJLPljBzYD8igZRCQHncwMU8BSz0RyTZ0CsDdg0HSY8rNPE51j+DUFbtYM3Ro8Ds0xOC8Px5jIZ7uIJVCk927bBvGgEGcr9SibHGOgXi5kkPQBVYsObljlJ4MiqdzrcXAIHYAzw8nhUYYgizbsg9kbT4CFDBm3DqhT7O6yQ0MQbxwd99cRWmAKuOCyAWMoRk8GykDdPcB9wPodt9sLy6OcNNVLLZCqOPodWgQ2BlQcpSQ93DEMkIMlXEAJodgvrPkwz0WVEdLp4D6/6IcfPixdIATzoSiz9y+O7XpBKQU7dsDZ4QIA9m2nL5ElUy4w7xClA7ptLLdxQ3RG68FWEZSNiQc40G8HJMoVV2kyBaVrLbC+UfPjqQHbgSECeIHcK8wExzGQ+REXgZT3uF4Hat/Zbr0duIGg+PN+oUZVueByvTBZIsr5Hsm4ZKefLLHoY2AzALXCPMrF8gzoBrOO5+cL7gfQQtQaIqjlgn2vaJ1sE3Pe54g59D5gVVBrFvc5ivDM1rpBBtD6AWsNqiO6cxFQNXN0OIaAQKAW1E1mq10V6ubAFSoXVHWIMkunstEAxR68909o/oShG6w2QAbPsdRZOK0Y6jmVYOrk+cRzR0VQasG/8+/8r/Hv/rv/Hm7RAv1ruibzOZKgtSg8AyhFsD9OjMdYixBZjPwIei51w2EHjoNlUwIGY+1ueHrap89lyZh0oEhB3XZoDXFnB3w4GdracLt9go3f4vl5YL98g1oJALJUPPR+LE9OhKAsg2o65sneeTwLBIqCAesH+scXZkFrgV6fAxiKTqWaybYepRSy7GLWbmXopWDw59F9dTi6UruBDPD17U/PV+DTjSzv3gmGlkp6vgh030FR5B6dSnn692HYlKUJ+4Wdy263G5NzW8WT1FkyUGpBbx29G/rRls9nBliD2wGMhuN+A+xAbwdury+43V9wHAO1EmfbKv+rhU/6w2+pcfR0BY4GeAPaK5t3/GCA2QvM/gbffvsRz8/P2PZn6PGEJ2l4rg1jVAzLEi1g2yvHM+oRLHwC+oqFwUkIslKMdRXUkXGk4WtS09ND+DGz4xR8zQQmplZLzkV6WCqC7fqM3g+01nBvd4x2C5HaAfcCKcpFdtIPyVJnSn6FzzJi1RnXhEqlvsn0n7gebYRgepZdWwDTEu9RgocSDNXPfE1RVKUXaORzQCJRQh9apyAvAI5JAEwFwP/q3/6f4N//D/4jHEf7eQbjz3h9++03+Ff+1X/l8zjqFGt/KZB/CyzNn+kZ4E/o53MfDMDcU3Xb8Hx9wlZ3uI/VLfgnrofv/YnXJfuTZZ2grYXPuDb9l8Q80+c/fwHnFrOHCjwYo0KNN4tFKQDXcmS7NZjJbOHsqOUKqzzLDI4DBrt/jwJ2zxzHmMw1AZsEqRWUS5ROSYE4uyMqBF6cJeBaUDYyoJI8IJo2mg+iwbxXoZSCQebYTKQ64/2Mk7+YSo8BSmHYifjgNL4B6M24dlVK8CWnyorPFtAfuWaMEnGoRxIhtYtL2oulo6YRM3MdLLYhQkfvAf/KxWCZZD/dVtj/y4U+rEDR28Ct3dBuB7RqaH+e2OMJjpYCqlXZm8eUuT7nv2NhDiMIcblcULdKCYJj4PV+x/t3z9j2HbfXG5oduGwbrtcLRAXHy4Ef/vA9np6uqLKholI8+0pf9Xbc57wl1vVZU6UfuX5+2RqWQc3uYPN6WDQCiD8M8uefhKnFEEmqFciePzmibwWz1u7EbrMbG2JzOGxu+MzmpBCufWERJrBCobA/4flBhoPlRpMaYoz8rQPYtw09ulp5lgfpGjtztuVeeFWCNimK6XOhKgQ/FqAvEzxRuXXw4VTKI3NvrG4vAKIyNRy3AA/KahUsYVhdTqVbjzHg6avPNN8v3Kuk8XgEurQIxGQBgafPsGHokQ3vvVM5fxh64/nfGtBIDGHAero9w+e3ei5rS3z57PKmiyNf+FmuUfhaY2MAFBM26AS/fM7DRLsFeMthkhPCzXFYdEMgDVSOxSpRy3WWOif8GbsLSNygx4FTROngIxldb8GeKPdJwDQ0rjwcq9MRQLDjYR9/Hiz8OS8zPmW2Pk17srlhdEHDyXHbOIbpkKoIW5IL19eIrlyTvZVj4I7WKVaK7O7izq6AnZTY42iQyzbBRsEC2dyCyipxEIkFwyPsAriwqMMBwIH77casunUcwbh5er5iqKDtvP9aKioMOhpcKo52kBEyGPCVbcNWNx6YXWCjQSREZyXFd/na29EAa6i6BTgAOBVDkdolU3vHc1wEWbKGCCDqxn1++/SKy/OFVHFzoCtur5EJ9nT0nU4mCARZUVi46YuhF7a+0hiN6CCYrD8NdmKWGbuwzbKZwfsByAZvEmUgA7fXV1QH9ZSytl0MHXeMcYdvA9s3DeYNPphVM/UQ6i+AtAhKgNT4yAO3bhu7QO0bLtE6tY3GLlV1j/ErKBUolRo0UJ3lY9YN497YaQr5rASQmH2vk3HFeFhRBmnwBsG9EaUo2xWq7+DWIPoDDuHabX1gOO9z36gzxPbtRnDIlg0ZzKLw76NjiMFrQS172IMCjBbnF51QxN9FHRCWT1J01DD8gBkFjIsqvBSe5Q8JkBU0nn+yqTIbm44/UpPEZ3n413iJUivRh88ECoTMukxFpd+T7rqm0y9CXyG0VUYfKFKw7RvXyiDrJ8FUgKwUmKEOdvLb6hMgQB8F1hr3c6HDz/Okom6c99GNNi9s44jmC+lDaYA6UESJbpxxBmTpuRZFVYNKhw+D25i+CBtjlGmfzQeGNRSj/uGq0YpupINn5V4qpBq6VQJwPjD60mYcI/R5EniDo247tgtwvT6j7ldAFdYH7q1h2yqkd7gQWJa6o6hi3Ni5CBO8KhCtMLQVRlUCS3ltu6JUCxHbPKsVfTjaGLB+g7ujH9Q6Mnc0G3h+3mG/OtAPZK8EroVOp/z7TyxRA8hM2nfg+YlNPMYNOF5uGE+XuV5YHvSYZMrkaN12JLMDEALsGr5azE2unxk1+fIbGFTL9O1x8hE8BGpZ8kGVyG2v6K3TVuIkfiAOGwdLfQPcH9ZPun1kt8ssnz/7TZnayz2DYBtHuUyMQ/rRiDVG32WdsxnUzjMlqygcBIl0Q2+OoX0BUE4PMruszbfHfQl43hBMyE7StN/lFJB+9deMp+I6+4tzTN88jUfElkhl/liio1pvqG+rYKZ/+QZwVmXVSS0T0GH8FO+RGNXwCd6yWtbHfz7ijowvgPjo5cbKmVXjocm6MJH1GeufyRxRqevecuyUfpNuG8q+k/1eZAYT3QYQwHHGV0mMEHcUNegm8BHnnWe0JtD9Qga7Z5OUBSQNNfoRtcI1OyzSf2HsvID5LFkTLSig/5kpjKxigS7GUs7V52ObK/3zAVv2In6NN1poIJYQv1wxh3MMp/FZNYV4u2aonBCJjNMMnUFKSzIEClmK8az5DgfQYpx4Ji77ccYPVKi5Rt01sqmJDTpEGupWqW3nYFOFkaC1oSjLwtxABuOwOPMj/n8zrjPp6kwuQUKHsxu2a8F2ofyBfTTcj8ak8hjoowHiqL3Mef/08sLzy75He+14fn7GN9++Q71W4M4mKiJgcqcozg0Cfur6+eCRJtBANZWHTfUZYhAz/QbfODuGmWUEcApu4xAq6/U5rh4Dn+LTXJfysGD4Fv/xuFbyf+I+wiiZnXWREoQBEsHMzTNCQ2B4BDcOuCdzIKi328aay3j7fN7T4iAlM+hrlpkOTOAhM0PZMvY0cnODysP4xyjmvWeZUvzSEzgavP9EZaMukL83g6VzEfe80OcTGpoGPScuv3oCR8lY+BJTJg14osA0W2/nKMGMMagT0hpFGlt39Mbbbi0AHPBRkhX1CI/wenQ7Hu4GbzHWtTpOB8V5DuIFZmS9e2TlNZgQORYn7wI4gS9fAgNXJ5t8zVlYbb1nOn8i0yGnv72ybR6ft+qWT882nYMF0uVYT6r5m72a7/vsvr8e7AilKvrRYdHmmRodIOhRQsEqAJxcf2aObdPZ0QgO7u1BZ1QzEJbYh4LQFLKgBst0mkfnnkpQexp+kShPyCypTYfHnVXRitVVCRG8mxmDRVCUuUVw2N0he4VWje/zMFGKKhSRLm2D9raAtHRqhEBS3SukWGiDDLALWwez7g3oB6zsEN3Y7lmNZXOhvyJCmjWMJQCiWQYVoYStBgpFVqCIfObRTzoGSgA21t6AocaYWoI/uaaRe40Bw9TyRwS17kCU9AwzBpbR5pn0d5v7rMoV0hXiFaX6LIOiuL8BGBC1KBECoB6aPw532n8LLzQ7znnUmIgQDNZaUMbAMIfWClfFftkZ+GuFGvdpLVuUOkfgY4BZw9AOGcLPneOHKIe743rdKdy4bXS6t4Hujn50OCTKHq8ACkTuDJ4d6MeBaJ0AkdB9SdHryIo5InvuWTYQ41BSWHkjm8tlVnmqXqDY+Axg1phrIsoYRVA3ghse51iNVrNlUKAWkqWf6dKdrnNEdrrOehFf41UKmXojsrolyip7H9H53AEhtyODkBWMZala+B3t4Bx5MpgAQUEtCmuAgVR5T7DAWfpftMKsYniPgzCSX7FOPLb3UOe8wAExZlz91G3GBdrpS+hwsNFYBhyM8ugKsWGDRSBdS8VQAiujt+kvUZzfoTYAL2T9GWCwaPMugFqUagBWAUAgIxx7G/NgZzC0zqnLtuNqZF1NJq8KtsvObmzzPMv7JpuO5zs9hmQXbarUN+sNQJYjyAQiRBX1sgOjhK2sICZhOPoNfThu947RDxz3G24vLPfcr0AN58RJVkLrwMttEhQABeoOXC7xWi6jwNiEbMltIyAE6vyRdbqASjefCScNQdVMUFomvHIpOphpLFjBedjgYQA6AgxYmfhMOCWqQlwmysfnYl42jHqfg8FO71GeyIAYY/nLIg54BjOy1g2Y9PWeOpkeWnrpqXNuU6OI0jXpX8X3RGONAoFsOwAC6McxUEs7+eGRKHfDlEo5gd3J1mZM41im6ytykP7U6+Tr53NkLHEOcSdw45//zISd6MwNFYrr5YLLvgHKjrPdnRUO2wXvvvkW33//AW6Ob795j/fv3sF94Hd/+7fx2cuPfRjVxBR83eXqnLdeLaf3/+Qz/9F6tnUMzVtwxVS6j+9xpT2slw3lsrPZj4IMNTjKoP0dktHrWkOO6OQmaYYi8vMgBHgJhojMxBOUANbW2IAIqhgqKwkBwLMDp4T0QYmGCdB4bJt7hFs5n2ftnB8dS1+/ffhjfsaPzINEICVyeht9VTY8/8JEnNearOXx4B8ENsA/fSaBfQZwmPpIHh6fIhs55H17yDzr7Bj49sFVhUDdLhjDWTIe7PFhTJLynEs7S+3TJeuTsbID6iHp41EdxDsr4ig+0MeOozW03vFOFfv1gsvTFfhe8OHDR8YtwgEZfeA4jqmjOFqjtmT7hOOl4X67w6zjm7/8DvWycS3aQAdL2X6u6frZ4JEEkHB2Jh40Xr78rvjftQB5Np/KNfIz/Q3raH7vMtYWtLRZT43Ikk7wwvHWunA81+J9uNtYDzPYP/88FnquN87naRPg9J2n90jQrUUFYvGdkur3vJKSvQ7etSwdufDXs4isb41jdOov5X05QCdk7mONn2fHuRB3HWPeH8GCPPADBHljOCByqgdf4/44jGvmcjP4wwY54/rJrPI176dxzLl2YIoODmPZxRHOlerqtKYANgWOTJxh2ZC3IYi8+e/MQMqfZZna+XeGlRkUIBzDYKef9DfSwDwAPwCyLeMcgdPfz8+M09g90n0DzJTgtKiyW4D7aZ4RQdnpCd8s9mQopVjfl9hi53mSh59gvodLNoUk//xO0hQJD4YMSmg+mKNuZYIzKsJtFQ/MDExS4kd0I/PHBMp8fO4TxWK58H2PsCTBJ5llabN0Ndc71r6w4Rg6UJAZD4RgdWZGwCyWBKThBLCVfFzOnRlQC4puGDawXXY42PHHRoMj2kr7gGwhjK2F7dRDxLgbOzKN0eH2wk6G4bDvV0dFlC/Bo3SEbIoE0STWwZnFVkthmdtc2MuhI2guUfapIS7ry3bFc3lm0d0Jfthqz5xlQIJwuqITiUp0ERsU/bZ2YLjBtcBrRakbim6wbgTTisNKDxaHh73L9Z3tp8cEXbMEwpDaY8GgjERD7lkGngjGyQYtBdt2Qa07PDSiamj3AYUd7kRRiuBy3WK92bT9/N7OksXRKc49NaUo0q1jwKNNt4iwTTgU8J1z3qk/A+EaSKFMH7znogVeAVE6EJM1N5m+ZGJMULUo1DfAgVou0EJ9I6CieYv9QRMlKlBUsjRF4NZP2oYSNAvBQHT9eBuAeQa7kdlPoO4rBo4ACv6an8rLT8DYQHTwyfM9/mSucQXTPgyjd/gUYcXsXJhtmulYNmx1C3blWSQ1O6ol6Jzr1IPaL6Gb5pGRMWhx6MiWzsGIciGD0An4JsuZIEWJo2ecgm7uJ91qlHcjgKWBqZ8Zz7rVC0FpxBxnD3sbJKBkx5tkvoTvZ758Ufcoh6sVUndUOETrHHIRRdkEIiX0mfLEFyCYRi4egqoCLRVbeAClCA532klf5cL0AwgspBC6I9nEijGA42i43e/o7Y5+u+O434NhADrvwzGaoR+G+8HbCelMQKOkLQSzt0Igab+UYDlu2PYLSs2xY2mZBKglIvDW0HVpz7ETJ6mNfRAILykLEf4qonw0fRuLpTvMsRXF8AHrtIdIpsYJ/F3JsPN56kBUEJh1Mo96hxc2gPAYR86VzEDsbFOhypKhEgBY6yFwjVjr/HPOOdY5L+FYmiUQxe8opUKVbKkxbqi1Tj1X5yBgiqDPuAVrD312fcGh+iVcpxjn4cfxM5rkz33/9cv84zE56QC2raBuNfx6snZNBFIq9ssVv/39Dyha8Pz0hHdPT+jtjk8fPrA81w7agbOfnT6vr/hjprozdErtBiA0wAxmGTsRGn0ABWLd5tFznroEKs7RT3iRyM5kHv+hKsQNetlRLnv4XID6iARV7AuEnp2n5tYpYj5/+Yz/opRZJcDuAK40m1XF2ahkFqWPLuG7JOuolNBECj3QjNDyXOV30p9Jn/k8GG/ZR2/jdpnnDu97/XY916zEOVVVnF4V0ccXUv6n13n8eya9I27+/1H3N72SLEmWIHZEVNXc742I9zKzsqqr+qN6uCJINNAgAS5mwQ1BgOAf4Gy5JUGAv2oW8wcIcMENgdkMgVmRA3AwGHZXd5PdXVVZ772IuNfdVFWEiyOiZn4jMvNlVVblG8uMdyP8upubqamKihw5ckRclnD6I/LgIExk8AC3M56hjhTItsqg37CSbjnvLWwgk6i+yvcv5tj3C27thrv2uLB8arJ8UiaQjxtwMJErLkD1h7XGOcFqqyIFrQr1OxMMV4qif/r8GXOO5Q+ZEciqVVBCO2vOgTkd3Sf20WGYwLXgF7/4OepWsY+OPcqJv4bDfO348eBRDgCALI18y6j56udElph2Ip+SOh0r0E4HFSsoW4N3FveMnytbEqwPAQ4tkXxTxs5faY2ch/sRrH1tuB6gJiHSqFoP6yE4slCnGZEPUdJ5khD6dD9lzH2dY4E0CERUPMTSvryOtRiy3s4TIT3e4Wux8P4TGMqubco08uOKzTGMYFXO1xUAUpYYLOsa95t7aEIYdOyO12UZ+8gA+sFOmJk9XMMRwTnSAfDY8Kk1NNjJkrqXoH+ZwvqpjnDk6vMKj59v50E+jnQjHUf5Gk4/Pb5L8vti3zE77jWHhVOKgcGX4OrheKxpdHJIFpiW81nSm8pNoqwNztMIejrSvPqvLv0wVPzuo1b4uAaOgp8+cB6vlYlzzu+imbE46xv8YY61wj3AUsMKelptDFI1hYQ5zxlEhKbHONNIT2WKcgTPGaxKOQSuM3AAjs1wjAF3oBSPjGqAoatEEODzpBMR/ReBELjFDCAlWJEFNdow42ifDXYfS6feVGFFMYzsoqsqalX0fkPvO8bY4TZRIkuWOm3snkM1sD7uvF/5hPvecbuRjfZBlIFJABAwgznZgLUQhCBQd8yN9GlEj1WY9nzZehx+qAcgrTWZC4fjEXswwaHJnyF+EePI5zitAzaiy44CNqgX1W+Yo0DaFSKV+44AfUxsW6GTJRlo8/vpXFY4oinENGSfJzOWcHk0SyAPl2NhAEGrU2CqFXAv7HAlFQixcTjQtg2fP77QgTBnDf224fr+CTYd99c96NHsssUS3h21EnAzNxQE/VzoZlwudTHBWtsAFJhdADWUPuH3TqcxspYGgQ0PYXDaFrMS420YbhA7GT5heDyjk2HdKmAFrW2oZYNqhQSVf+wzyoqjJEsEKFmSkC3fWUVlJYHHr5QihA08B2sCalj9tKGj2C7dV/CayS8Nxl49BS6H9Y6mBguMnbA5IBDMfcDh0Aa0sqEF+2xOCrOX1GU8DDcQlobt6Y/gi9cnC1jnvkzBVgdQcAktrngE4ktHyxGlTllSEqVsAND7UQ6qkSj0KRRtR5SoIZhpAgqlq9C+BTBFVhLgzuYEFJL1te7P9tnMIJPlkG3bULcLIBXSZPlQx6zRGF9q+UhGIAjfDjO0k6K8VB1j7Lg8XWIdkj3pYOc/n9SI2PcdbbvCzTAGQZExOu73HbfbHftOLbE52OVQhb5ga09s6OM7DHf06Xh+B5az2aMfowVoF+DpShH0EloqtVbUwvtyM3gxSJYlCoDRcXcLzXCyB0vlsyrqYXtqlKsKEwWqi5Hv4fTTh5xwbLA5McaEOe1lkSOUyKSkFgFcT01cGQx5JjJtwHyG4PXR6OD8U3Hsraopq5D7FoJNLKu8RFJMfVkRiXKouhILnOqGbCUvydIIofZSCtQ0GJqHvwYPBpdgAbD5vZ5z1k++oHDlffvte/zqVz8s7b7/IRxvwfscTT9e+I3vh/kb/ZY80p89f9ZDMLqhtbb8NFFF7zu0vwI2Qh91hQTLjGV+TkuWWsrDV3k45UyOe3T6Trv45tr8FJK9udWldyQHFEGQNcDWtGEbQWS9bJBLC+0jXruYQ1L83SzAo4OxLjifW1Ycm3F0VhSsEt0stRKB1RJxSkGRFCFHxNqTHGBNHzLjyGOyrrHIqqA4r2QksIb1TUzzxT/fjupxH1kmK3F/erzp8XAs1lW+sJhDfqzzt0dKKqzkdz5M8J7Sxq0F6vRPigiKyhINB8J/Z/Z2gUwGQMwwIGSPVyZlamXJ2tPTE+6v1EWdY5JAIgIgO3DSN2Sp7jziAony7xXzCcQGky5F0Yrj6aJoG5/ZNHZak1px33eun2Acz94xJ+OL2ggy2nRgsvFYnx0dE7hW/NGf/BJPlwt0dthN0GGYIZHx244fDR4tdHIZ9xPz6Cto9TL4OJA81gwGKhor5KGtMiKTmE6BO6nT0IWVLPrXciSOI7OQLC0NZz8G8WvXCMS6/RH3L7GpZnckXkuWZh0aBdw3w2EKFEKzdlQEKAk4Lb9uGQMFyDJYaIycLwCPK+wMifg614HMn94TFvZg/Byb4tlK0hHjwkyDtX63Qt0zGnxCStd3noy6HzRXXt7pWiMAIXMsDYqcgKuIV1RIWae8A/oEbsGsKwAa+O87CGNkG2ngYBGdRyw1kgAg8vKH3gBoHEacdzv/AgyIa83r4mtmwD4mTBSbFEgTmLPtcBFd7Q/TaK5xfjsfVYPqaKvmtFaFB+MCErXNJ6Dy0EKKZzpttaf/2iGnuZYBugIwxaJfr/e++ewDOwwJUP6YlfP3f+Q9ZQtMFIVIi25ZrONNkdbFCoxxpBQvZ0wpJRNVAOI5zQPozDKG/J2or+wucHRbEbFYVgfDj0FjtGdVg5aB1p5IM3YHLDpdFYGgrGflbtHVz5fwIe9zru5GfVBbYE7HtjHA1+2KCoIgWirM7jAYvEzYyOp2Mg1LYwA6et5v0GuNnZHijmOsydIafYfNCzMprphjD2ZEtB0vEsltghwaukg5t5kFRNh1XfZNBcAcEK3c+AS42Z0aMXKBisEwg005WIJCDxFqd0gIFFcHbO7o0yC1MHMoIRRthj4GitUDDA3xSCkULvdBkMzNIyNt0GKAK3ownGjLKMz+9O49Xl/vyORIicyetorXlw4zoO8DZjcCblLgg90Ax6BYMJwlkNwLWMazbYUi6Cla7MD1eo1OV2SUmdMWlFrQ2jVmbzDq3LFdnyLoNdz3AVVF29iyncNNDS+uEywwesyO3Wj7Z66zAriOxZhiFrOhbhfUeoEKQbJuHkKcuZjiqpQBnEo97JgqCnR1PkxNxXQwc2wUhhlAowSikYzebWu43favBCt/2OP28orL04Ul7w6sSHrZIeDsBy8ww6JDlPG1Uis8ynIFtFWtRbAlCchkKRP3ChgzsFokwEuuxRk+Fx3qgqdW8HTdICjo94HX11cAgvLNnxCockGJEjhkOUo4vzLpGZQouzXz2MMm9bgKtRf2e4+Ofw6TOGexFYznzWtmSeP+p1NTK4HDAtqgVgWQDaOn/hiZewSOstd9jOUKCHgs/2NGpyQQQCh1g40O977KWG3SwWdSwCFFUbUusGGxVSGwMWBjR9/vGGPH/X7Hvt9xv9+A6dh0Q3m+4ro9YdwpfH5pG4NaEMR93u/YdwAzMHIcl9824PoEPD1T62jcb+j3F+Dde9h8hY0rXBtSZSjBEWjB3B21KdzZOj0TdpZgNw7RfojSjxoTUhStIObvDBsVDMgsZ+So4uwPlCJYXyLxMMTic3Npbx4l+1hrOZOd0zjfW2XJBkCAO1kVVgtGV5b4eH5XdpdyDBsruD47NKdwGFlRAUmA10nMnMKyz5XwyLukDV4J2ZQYsPDBEs04+b7/q//l/wz/t//7f42//KvvfrvB+IMej2DPG7gIa9De+EjH34+fbNDiD+9dhzw8DgBAbRXXywXbtrEcC4dfJ/JrThPX8vC7sy3N75JMFDLIP8T6wz/Li5aMeeQ0R770pR1Ya0u1QEolQFQpql+vDYChXDd4LfAi9NHN2aVVwW4/MMDmApCOsTzWVLKpNAaBifVk0jFLlw2l5Gt7X4yfhI5UxkBwR8knnHuQxN9xxGPigi/iiTdhqLx5PUErRnyHZEfG8Oe3e/lyfHl5DoOuSeVvvuftnSZGlMBhsmIBkPUFJaCpUX7r2UEtY/sAzA5OBnKfzpjAjEyxTJ5NODYplHYrgtYqLpcrLheCNzYDIAR95ths4O7UdoPQH8ikjUvoDXrsK5wBRQrMJr7/9AnP33+P0i5olw3ffvMBwwx//dff4Y/+6I/Q9x2fvv8B0Bs0/Nqq1PYUa5hm6NZh5hjD8bnf8P2nj3hf30Oqoj1fMIuj//DjxP1/PHhkxnKZQO48supFFPMosvj1hyD0IUpko1jb53aIOItESdfSA8pqxOVKni4oQJtgqWAxoRKwknhbPvm3hu6AQaQ8roaj0uR4v0XwZ5HF4HVnRzB+d9HCjj/IzIg/GqBlcALVZXU/ACwH6UzLXI4PsBZjXuMwarxMG6i1spuIOIZ1jL2HI8BzjsnNWluh0vuc2PsN1QqDL1EyeFIA00GEHBaMDYqDOQisvCUTPpYLRo15Znl83Xr8ViLgA7oCGHTO0pEZ98HWtsOWoQc6Xj539EHhyLnTAKokA477dcXRVe3cWW11S1uj97gH+pvXk8EUydPTfWap2mEI5eQkrBEIB+YA3vhhkQN8XToMSM2r859jw0vjvzaB/N0DGHUCdzoNZJ5fI8vAtRUboxSIRDBDaBbzzQo+bxhzlRqcfv/mPX/IQ067kgqNbQovlsKgumjQfIEImA/BrBItTikclwLCg0Z2spyN+0gErJHt1bPOglMUFQD0cghyczFN9P0lgD1HlQJFXc/sKP89WDlFos1o0AoVAphj3O5A29A2tilmWZrDJPRCuoeORnQkKxRMpR7QgM17BEXsBS2FJTCXCwOxvXfMSfCjtgL3gdsdMAzQyAY4BWD2fWVOJDZ3ARlEWggETR/UUwkr2CpLRvrO1LoWX86iT8X9fsf1eg3W1peaZABgfWLuqZvU0TY9nIUI6G63V/Q+4Erm2WpTPxmUDCG11zEhLsx6XhTmnRprc0cfI0r+nCKHEUB2A6o6CihyPWzgL7//DvvLnWKElw+4Pj1BS8Hra0dr1FnRkrZP0Y3iwq1e6AyZIz2XaZ3g0RYMAQWaF7g3jJb3MaFwDOccY7e5J9RS6cxYC+e4Ibf59x++xfOHT7jfbujR/acGc+X2+oJSGswJQA8MmBjathHs4UIDfGAOA7RAa4PqBaW0ADaDOQlg257gfuN4D4vupdEC3AkimXE3OTONUtcqvUFxkDUX7ZwhskTtE0gxc/wf/w//O/zn//n/BX/xb/79j7IZ/1DHFh0SAVtahtl9pZRkHgLLjkR2mv/A8gXCiqNcNxQRXC8XPF0uaLXC50AV4FIbLtuGVjaS8538CwXtX92e0ccrit+hZUILA5bX2/cwc1wv79GuT9B6xevnHXSPGRQvT8UPGwVEmVQE0u6OaT26bTlS8NjccbvfMcdkiWXbgHLqgCVkohT3KK0fmLOTIVok7j98RDcgQF3q5zsQ4FhJASER+N0gdYsllSFYtsjGKvt2V6RWIUAf17qw6YlNpOaY9EGWTSlAcAASRCilQi6C/nIH+g+Q8QneO/z2Cf3z32C8fIaIoF4vuG4NZhW9bmhtP7q1De4N33y74bu/2aHvgG1Q23EYEDqo9Kem4+n5CdfnZ2zbFSLKkthGIfUjSegLLC9lO5KW5gHgBBviiNH4+Sizz7yGIMpdhGVc9/srn/dE6K2VSHoIUfvhAVTSb7ZougAxlFLw9O4ZdSsYvaLvDf3+CgAolT7jGCxFgwsTWyBTrwQrCBDaIC9kOuqIJMaJ4Xg6qFu3lthaWvCU4JgRkGbTDY6Jrt8fCbvUQKJvGUznmQGu5wJmoJ5j+lUI4qd7fMH89Me/v8UofhNe/xbMlzd/T5+4BXOjXbYFgmTSPSMozs3js18kCtIPPv07WS95X2tthN7QAj8SQAGY8FUm8bVUDGOTI1VB7/QHL5eKev0FbXkpQCso1xbAEaAVqFuDBfrvTnDAFTAlc1w8mUecUSb0tx7uS3L+EFQ4A0cL6MpMdsaK+b8Ew9YI5tse/07w5M3TiT3n4C/Iw6/XuMabHkCiBI/kzfe+nVcifNby+L15XWxKJY/Akcc6DR90xcmgzSIIllptX6AGWLepCoeALamBmw2QDV1ObzpKboklzdgLscA3z/sA9/Vt2/D0/Mxk3bAlzGtGQN5X1Y2jbYoKdszd9+j66OWEE9RIljB5+N2vPqKUv4KWDd/+0S9wuV7xi58r/uzP/hQf3r/H50+f0G93zN7hg7ptH/fJRKbfmdCtBAT3feA//Lv/gF/8yR8B7yqu7QoTx+vt9Qspjl93/HjBbD+sxiKECsux0nh+7WCgy4dBgDS1UoDMxmfd1TmLz+/h5gNDZHrzc+eAm46YyvEdEk/b3bDvd9TS2K40dsNVlx3X94UAeATWJa5Jg/0xepbohBAlNDbYE9hjpLutYCUDRMja/HoPQdtAjN0NPRwpjWBXRWB9wlet73nRezgAI2jQrJ/PzAkgpDGLhAbLMW4r2DtnjEIAVs+L+CsbXtaWCn7ThuEPv0uxRg9H+MwyezwSLMnFFh2eokRFFaRdV2ofBckDiVslSETXjtfY4/X895s9cP3M3+V58jXBsUDyns2A1Yk2OiaIZdmYLao5DcwbJ+btRrrm7AEqJrU7NQtSEDnSvl+O2gmQevtd59rjL5+mYl0s4hnNHBM/9DFi/jEQsePCfyLAEcBncg2no/eOYRPaSdlEf4XLEyy232QnTjPIFEx0nGeG+4QksBNZA7YiT30EgqkEnFKLZi72iM2JEfo10oCqJQLGghrDptGhcfZBGmyUH5j5ymRDZpS6DjQVeLKOBNCSc+TYqLUIWuirmFsw9sq6p75P7PuN5SEC9N7R9xtqEVwvDQJg9Ik5GCBokSg7AyCOcb9hGqDaWBpSKvo9WqMbjvkhwOYNtSm1mATRmnmgbY1hl3X4eiI4gILYKzILlPJqOhV9N3z8+IKt7XAb8NAhgji8TzQtmGNwo3fHft95TdsFKAVeFFMBkygJqg1TBLX7KuOoWgCJACw670lTtGpRFnTHfXbA2XWj1Oh6ZcaShLrBtWAPgbZauF7GNDgm1CrnXYC7pRbUUlCHRmDNjnIS+0jREuUQk/Zvq6imMBG83l4AIK6B5XjTDc8XAVAwJ1lQrTZs12/QNhoth+Np+zn2PrDvN+z7DX3sQL1Qp8WFpkEF0xRbvXL9x3If444hjsv2DAFZACqVVPGgdTom2rbBxgVTJmzuS6uqOBlOLgIpF/5u3Jf9q63Ce5THuEV727pYIPOkeXQ+HoKGn9CxbdtyPM/aMFqjCtDe2FENraMTIzLH7ro1bIWMMxHD3u8Ys2NrG7758AGXfcNrv8PqgBQyMsY0aFdcn99BxOhIBrOR2oETYxiKdsxqqIpge/B7En4i1QixVj0c7dw1+WNOliEZWAZgbtjHCACca8Ht0C3y0DPMsvvABVBDH8uE4NW+vwY7jmNWi+JSFS+fb7jdd0ArnmItcsA4zwl2xd4pB9tkRRWSXdUiiw8yo8SEYPupTFuLApMsv0N3bWLeXzH6DswJnTfM+cqOl7cdo3e8e/6A0Qd++P573G83fPPNB/ziZ99iXCb6reL19YbRXzBt4L539J3jWSqfj1Zgc6BWwTcfGspF8fR0wfXpCZenJ9S2cUzpQEc5Bcc4wQx3QdvqSmpld0r1AK3TIY9nS5+aewg8ElV2CM9CLvD9Mxs+TKBjwr1iaxvF9DPgk7P/72ssRZzdz6pCUCHeUMPv5XNWpE7k0+UZpRbc7ywfYawR5ZNRElJUobXF/pMd7yIQBOOAOWf4eByrkcmwOTHmCDYK90pVR/MSe36B6sAc7JCYDKPEdWmT/HAgE1SMMu4+B7uL/siA7A91/Omf/iP8s3/2T77q16/gXQ6//9HnPOKTfH36xCxkNd/HSdrgEYNYX0DWbKPdGVEkvkqcZIknr3Il4dyklMaCD37rfZqRMZ4J1wcghbeyYpX0SfJ+CTbQN9HSMCa7a18+PMFV8PTNezx/84zX10+QptgnAQmfBrPOzouzA/0OmR0wo/4OWFQmUQYgEsy1jAtCV0nsnFw+74FZgSAxWiEUI5k0fkv5kdP7v358+bsDmF3dwYT2w3DIxWQST9Z/zqP7lVTg22s5fUaR82xZ83WmxUY9zTm+wwLYyRjx0JNa7K6sEOBtwYFVIbIYQFGGqEKRdwfQ950AT1xRjm+CSw6HFMHz0xNmH9hvd4yFNShUKkzGsrGlsIzcogSazazCfkV1kDvjTdeCvnd8990P0Lbh3g3vvnmP0hp+8YtfoLWK0fcoUwNG4CpFBaUq5n1k+iWSPBMoir/4b/8C3/zHb/Dh/Xt8+PABP3//c9zk86+dF+fjR4NHZjXYKcnrUthwaiKE7orIOQyPB63ceDOQmWMnAmdn+vRxnCCNAxUVXaf1KXA7KN/rQ28newYeoQcByyroBL6wHhBgJ3QzHxpzbcWPE57ZHkAamfwqWS8u+mreiGMh3QupTA2EuE5iT0c2jh2zTteaKLMjSjYOgd98Uxob/lOP+43gXxdKm5fmeAsyfH3zSGOb4MEJjHgAFD3u//gc3OHz0Ug/PqbcTfhz+X/GyW/GrBxA8MglfJ0EjSJ5OYGlWZR3ee7l9rVt5e1n8k+WtqXJXbBN+MBzknWqDmY/8zrnXM/K45kvd3UZuPPu+TCBI4DKZ37auL4CGgFYQNz6Axw1xWHYjvkBGsUD2noYlLMzkBl+EZxEc30F+/nEfyrR2gHeYmkkUAeiotUaW9ax9lep5bToMREU1unMYqsAwS5MlpeIoJa6yt/cjaCA+xJYBZyZaecmNKcAPT5bgwESFB0RZ5mDx6i6xGcmDk0ggkpSJEoW+TUGwdg7UieOAsQG3Sp6JyNFKtlLcEePLEQurhlrKuuiZ3RxuN8HfCrgO6Z8xBxX2Oy4XCtsOsZ9oO8dc9wxS2M51AhA+GRDpiDsG4DCDJ5Nx5xylGGe0kmZQZvieLo8YXt6JhNsULy31Uphb2UtuSJFJ5lcmPvAhOB+vy+wXABoq3Db0ScwYShukOpAaRTVFZasFBGUwjMeWnPZyYglKnN03ESwRxCl0XI895i2pSVhwI5gFFCk94LWqLnBAIRssBrtkw42agBLiOvxKPMCGRlZQglBaF7RD1K1BWSJMjDq3ahx4wy0qn8LiKNJQZeOoobWKiAbhb3B8XAMqAvUFNUqSml0NiJAKJXBNcvOwqkNXYBs4y3g9W2XAgfH8H7f8fL5Bbe+o1iJcivEWvFVBkxQ4+TsrtcjIWNpDSVMEAPkn+pRNFidmSlFsGUTIIWvxNcyqCXY01CYECRVo74WhK/f7wTc2uUCL4q7OToEpoIhZDXVEiWCUaYh8JAM4Jz2cPQdjmFkght4bVoLGdk5yQNGEsfS/ANCTDS6CCWHLBku5g7PUkQtuD4p5mJpkNUzhsNuN8zrFa2dy0oKTIA+B8a+M8AvihplAtON5aVu7IKdjjwEkMKOlMEMpX3JvSs7x2Ex4anxcwpOJIJdF7gJpDgMLXJBbNnuwcIprcVZAdELihiaGUZhW7LxeiebM8rqAAbKUhQWZavmjr1P3O6Ofos1AJbIUw9X0C4V7z48QYqjXQPAbxtLkp3+iEdgYMJ5p5WptFILTGPPAX1u9SMIFDkFQrGemihmO9o2V1UUbcG+iPJQTZb+MT9Y/iVHSRdCeHqOKI9z7H2HjX11N80S3/3eT+WXfIbJeqpaVv46E7IzwT1VAgKpOYSjJG7OiT4mVGYA3dStW10kw6ezYHKMYLwlyFmEa8oy3gggLbevWipEbZV7HxkPiYdy0mH9CR+HnMFj/LZ8JQSIk/9ebzl+v+wx0meU9V73iqLX0Kg1qBI0Tn2VJeSsihkJ5CMuOXzhrERdQCQkQL/8/ryqvOL83QksON/j2Yc9uebJYEl/3fM8Sl9MW4Fpg2wNUireffMeTx+eUS4F3a649Vdslw19t0jA5nVkSaPTTwtgxIRlZxNYc36BNVBo8FwOxlEA3rkvnu6Fy1rX+LyNjd/GYstuvpkLj094DVGGK/yh8lB2vSJDOX/2N8//RybUsRMmEOXgsjrmnqymJsd35EVQT0iAAI3kNF/i/aegjzpWxrg6v1yOyiqEZl82SWDsze+azj1TTsCwimK7VNR2W7jIavwSz5PrKJmJ3M9VCvd3D+F1DwkZJyBlzgqJvg/86q//Bq97x7vPn/H87hn1smGMHXvfkUllxuEGUZaN2wLb8hYFfQy8fn6l3dsH5ggd0x95/A7gEVYpQYIYZJYGFV2Oh3n2g9aABTKRVOoVQOS7AnjKB3NmFuXqPX6nX2BFye7Jtnr5a5ZEMDucYlWJ0KZFWKJ3y1HCMoS+Jstp8qUl8eP963ridweAkieLsjTzx8UpJ3AgnDcaGzn0V96+PzZmM+oZZOmeH19IMUs/RLI9MlCPBxfIsfh0ORKPg8suBeb+lkzz5n1v/nkK6nOMTreUeMZqqwjNtsvxXZOAzBhBoxZEe+K338PzshfN8efM1TE8fk5wlKcdYd+yKQtYymPZG2fN7MN9xDw9kP/jItbzX8Y0LNbJ2WXARDqkeACLoCGyNAZxTsmBe7j3zDKeN9yHEULaUV/ryB8csbeooRwfjX+fwMzTWPwUjvP1S+hMsWyznDZWD8cB4Ip7pPfnkZ3ZsAw4MwXsHGYhqrlY+DFfIpC3LPM8uruQMh8BXE5ICf0jGHNEDriR5cWSjKPLS9o/VV92z21ijPtDNlO0AnqBg9o27g4vjlVPDQ8wARCpEClwEwwz3AP83G+dIJQqaqUeiSgw5o4+dvSdHRuKFugGzNkI8PjJxisdcBGW0no0ClgdmAShZzEgsS7EBFobtSaStRmbrEoBCnC5CIPN/cLGSzJ4HVLZRaLv2Hd2nErB6mt9Dm2BgqLM6hR1RLSJCeCiRztbRDlflkRRc4igzOuro24XXEFGRatbBP9rEh7sWGfrVlNHLYrr9SlYa2wdbjMTDLQbRSMYMmYptRSOhZUI8pk8mdMwxh5jQ8eNWe0o/ZsDY+5IMW8JjRHbB+4YD2BwbOOohV2l3EOEHdG5ZQmLCmQGi1YAqEKkIvW7VABDavH44XwB8ADFqgBjlgjOaIlrCzskJ/HbuJcHs8Jt6bCxpxL5c8DyU4WPFliBg3Uk0YoY7vBMEnn6GOCaiFIqdo7h5xyOOzo/Jyw5RGvQVuCTyQwthtYaam1keM1gzggz2hq0/NT6ICPjNOLC32kwl+Milg8iSk2YLEkriESbT4Iwy/ei0xzoUoCbDJZslWpIQg4QsJRYA2TLwMEie68ioecU4tpwagJuG2olcyUZe7E4iHJBaOvWZhyslGDfBDpzREXWuSbbBlEKx9P+FwYKquH4soxXpFBYQQUwapmtJGMELe6OWhu2raJtDbWSBWRj4PbKbPYchv0O7HeCRmV1VVO0S8N2adCqqI0Z61KYHKmtQesF08i23C4sXyu1xAY1YS7A3OElNerARhsBKsKw+jVwryl8znCwBCsTnULtus4SO25unCO0B9H4IZhtsw/0Hl08R49gBiGUHWBjdEdKYDyDPA1fMAHx2uryxSXmdPrTmUQbwRatNcXpPRIXtrovuUjsH4dMRALQgoNpvWblWrM4EkOSic0oP8pEyYp6TyHQW1/6J3ukH2T5r3z58V1vnL5zzJFO4xALsE2AaXj//A7PT89wS1AxSn9U8Pz+Gdulorhja4raAizcGsY8nTdiTs67ZWFOwIPjuGRfz+GRsxJzBlkJAaRg9Pkxyekv5yQ5SbnUz6ytwrcLLu+eUS4Vzx/eo2wVe79DVPH8/B4uhjl2ah9KhWuD7RPjvq/9t4iywYXHd4lC5WD5EFigJuBEvk425WJMZlwKJh3O2qjnZjwP9yTne5aH38npd1+4+Mdbj1jj7XuOJ4LjyvBwHY6vnDvOluDHWk4ZOJ6f54MTcFxF2pP08ZGdroWv8JHLY6wvx+fPp+T1cnwVBaa5T7MaqoSdck8dUvr7sw/s9zv6vi+cI0Gk7HwOYAHYSRjJrn0AlqQPt18HqsYeBLy+3rDPGc0Ybrg+P0FFMAalCFJzlHYxyuVPczn9MonGBbfXG+aYoe9HhvOPOX685lEIgzpOC+p05GsZ3D4YGX8zkZbY9dFKMAdtZR6yq1F8xoPeDGRm0r44/7m9ff4sUVbHFtdH+890jLIGMY3TYfVppNKxS8ePY3EEnMtuLjTEcbLBx8XEmFjQ3o4F72shZ+29w6OLRV7juqjTRA1BrFqXo5d6Ee5J3fXTa/7Fij2jvOcnuX53MiCWtZpfr576ccdprDIf47nTxr8XU8yDVTAdMxqtLJ8sKq7yavP6c8j19CdfTzfn7aWfH5Of/hi+JFmev0uFDl4ppAVSX6fAY9P083zBsR4eDHd4HEcWJRyVdEAkUerwhTNAl+NK+H4ayXS63HM+HXM0aeB8wWIuHtd2pn4e13uAAqJyDM7aQBwfUp/3D3mcQNlSFEVOAA5O9mVtGPJwn+zCEUwrn/CoK6+tRHAe5SPBRqSmmh/2SQ4QSiIYLrUcZbIerqhq6EtImMAs3QoGkY2ltURjX+DnSQfaBp8Do/fDxgr1Gea4U/Q1SigxDAiQmXNAYNHKHc5OQWNMTCFI9vnjK1SAy+UCNMB9wnxi7AP7Tn0Oarc7zBvmCBFcYXZDQudpDoMqYFbY3pvIGuYAQWibMBtLfNCFpSjqBJ5G35cumipLFWpRluXpBrMOQYAxpUIwSSmO5znn5DnnAKKVqtRCNkUlOGLAylwziAfIr7EA8RxV2V5YRFD2gip07qYZthVchr2YA7Jtq0QhAzEXih1zTlYUBQZm6CohMrC+2KQAtZDktPYyaWNm6L0DApSa4ukT5/bXY+yRMCmn4Mlxmy8EQBWgWkf0ElICMmzCFaxekA3juZ9qCMk7EIrZGJ4dOY49+iBvxFrIuR/2qNSCrUXHO0c0s/DF5Mtx+BKVzrHwVULzBmIC3PHnf/6n+Pz5Fb/61fe/m/34ezzGGMEAoQ2SHBsTuDoQTDx5E+RE3+DYs0IvSoVdUtxQ6gbdGsplQ2uNbKUQT90aAQpAMEsAABrrMzTdEuek1g7WM5g2oMpOXkmnP/YrLODpsKDBTrFIKCK7/yDWBudZ0QL3vnyJxfrOZIlIXEuIcwuWNpuqoipCgJtMQQGiO2BB0dSfQ+wDRiTNPDoL6goo4FFkIcujwgI9l68n0da+rtcgDpMJlh9yQnuexI+38SsyIGDSoZaK8qy4bA3X6xW1sWNvLcn249yfkxpHy6wr0LaC67Vhu14gSmF4lCN1rkKhVkAwZweFw7nfIwpKzCZUerBpEc+b6zLZ0XNalDtrsB9pUx6dRg/HK1+nV+XRDGHaRDGynWiHDWMO2Oww6yFBwPuChu8HJVv0bSeyFcHxXaWWAJv5fGUKTB2iBh/xXZ3MXYp1RwLyJJNgsd9SokHXPZz9pOTPmVncpWB1SBRZJToihKz76GjbxksVnPZrOqwaSeM//uNvcd87Pn56/a024w918LL9i78/vOcrcd2bM2Cmb+RgMHq54HLZ2DAiRjjBo+vzE7X9ANSmUHUMm7i9vqD3AUWIqztn84CjtMLmCvaY4H1zGXhwVk+/XFuMn27Aj7WcftypcICWLgHUQr8Az1c8f/sBWgSX5yvMDf11YNrAz7/9OT6/fAy7pAFgV4yhGGEc006qC+naCNZmlC6n9Hv+jyYu2L4BIGWy3Zc9INC04odlqx8POUdD6RqffI63g7nigHNMcIpvvnYwHD5++8AwAhZpQ958Zl1Q/sIjRnbQ7iIBIvrD+ZlFREjvINYiwyU5/Jl43+IsxMnXtrRuikAdwZaYF86tBRoxAx3dAIkYi03bo+PmPO4/Jt2K5xLcDiYonOC0C3VWMeMa49nqiac2xsSISpcxB/a9h55mJHRaQekKH4wxxuxrfq9xAZb+5BzUELQ50feO58v2a57o4/HjNY/eWooj2j1eiv+8BZASgFnrNIMpYGkKAaFzk1pAODJ1Do9uD74AhiOTdLpCP11HHGRvhG6LxTIrB3ThhgM8ykAcyz9YgTdw1qTxL+1qXqvFI/Y3v4tzWmT2xXO584vy3PbmpFl2kMYuAwJel6LVGiKOiBKvgTlH0NPz80fx1gpIcBiVFWB/YWxPryUSCjyKq53ico//JHBBEMWXQcbJ4CiU/nE+F0+nJtulKmx+afSc/jaKHM9IBah2gD0nf27ZoLev5WFvPnN+fb55PXxnOjMl/5Bqn8/BF8IlyPrssxH1NRdO83uBN5IfjXv18zBHDW5ul+E8hTfGR2wAysPzPtuu499sR/wVPHGNDWvDaWDUnfT6OY/N1Kmz9U++/er2/Q975LqPjT3BoxzHQ9T8cSMV4BDALHz/3m+Rvd9QSpCLIzMqge7rW5uHgxWpARzVEtnX0MNyS4JyXHCAVi65Yznm6EdJgAgUDQPBRJkGBPPIBrtded6zKLtAzjva9QmmjjkdPsNRMgr1WohajTlC82ig33eYDfR9x8fvfmB58XtBq9RIut9CxDSCiwTU3Q19v2G6UKA7AI60cxS+7SgmEJ+QOTFiPR/rKm0DB7KY46avMAe27XLUhNvEUnVNFoJERk4FpixjLq1EeQlLhfoYKE2wXTdsT0/QtgHSMKEYg07qjBboZPxRxyXbUNcmZC4VQW0NmAw+ihsul2doqYAQ2B69Q7Shd3aGI7uI4z9D8Nlir5nTI4hmVnzOyM67UY88HBS3CZR6OGqeYtKOay3Yx4SkPppkV48ECy32SD6Q23ilQHMlA85SOwgcV3MP3bPQIRQyNmikChDzjXtP6gQK6EJIdAlFsAIIaGkp0VGT++31yvK9YY5x77FHGATpZB3WaDmaitBJDMddWN54LnfPvfw//U//JXof+K/+q+//lobk93+MOVGRrIUAx8J55bxDrCkcYDSiFKcW+Jzw4bDhwKaQnUuBAHWNFtcUE6/RLauWBoKcvgBdj+eZJXMatPzaHLV3qFYMG5BxQ60t9Gc6tF3jOdvar7jOTzn9mJ8M1qnnlCyxdBBEC3xGqS2ATIIRly+YdQQg75iWeyJB5lZLiOLnMw9wViionT7iA9jhTiSmhjBhZPep3STLl4J3GCbL3M66NGfUfgVNb7rNukQJkwDBqoDR9i6GXaGIaq2K67Xh6ekJpRTc7/ew88b9ohWUEvc/jxJ9KYLSdIGu29Zot0bH6B21UXT+cqkU1h47RmfJhJbCn5IrJJ8Hx07Ul+PW+x52ippklEd47ACVY+yRjst9ZcUBg0L7nCIMyOjan1hGEdAGvwwmhmGGipOP5AFLmcM1GY6hlaoAuzAdnd4sAiQK8Oez4Z+VODkvSrHwv/L+cQL8ATdHn517N47X4LzfOakZwmYaM76X42xyfIZKHQp34H/yP/5nmNPw8b/7d1/YiJ/CseKL07RPn5FHxEunwOb4ffr8p9czDjIs0DD9Lwn7kQju6pKtjJ9uL6/49//u32OOgeZ33GzCRDAA3GF4vlyXwPFFThUaOJcInj394+kfrybj7JAOkTfvOM8Z13hfygi0Cn264P2371GKol02zDFQSsHL6yu2VvHiQFul42PJjKieOmqnfZRMntOWSCCRggS+T+ANJBjAQYSIccvfI9ffG393HfL2n0cskt9Dv4b+mcS+e3Qpjv3ja+f+jcdj0Pyosft4aQnQZuzJT/NBnckmedozwyz3UmIOGVOFrxnn9hODLYHCFQLHhazziFCX1IFkL/mKhfL5IZIykTwu7MyexA1O/2i24+xzZwjf33gOLQVzDow+0cBz0OhR+3HMYw82Z2OB15dXTDOUSi28rEISEXaWGxasNl2+e45D6tqm/es7dZ3vrz8O4P7R4FFSqpJG90ArfRP0SkbZK4blpiMx0O4JLmCdh28jQFRL4caXr89o/zothFx/RF2efwXgeZi8HMFVtoOTw/rm7wCWYC7bcR/UzrOZSfZC0l49xmI9JMTG6AclLxkqEgCQJrDm/DOdSGNqXKzrSyp/lNlkoJIU6NSJzO8EgIGBWlpkAX0h+loKCiopuIyoGTDbwQQqldmlMebKXLqHaLggOvyc6PgLWQXbOp+vvbCKV82hG7VNbIRIeSt49/4Dail4/fwK1R1FJ0p33O8UD2sb/bw+GLgVBX4mwA+n78indN761pi/ed1xdGTLzwhYBge86eDmQHNgxAvSZ1DqSzz/bGwebqZIiHhraDRwvrGzXQGKLxH17PpFJ5xBnAqdyjF2lMIW3XkUpxPj8tjtcG0YyT47OWVHFu602cd1nk5wjNfXMgd+Dvy/WGR/kCP3E2ZoJASOFW0TwPpR+hH2ygVwo5MtXiDOdVTaKYsNX4ZYJEBmA6aOI6CXxw2aQtUam2s4SXEws48oO6O+w953iuXBMHYGBHm6OTtqrbCRG1KUPbSCbauYkzoOtVaUFu1ihZo4PCPZKD47xhxAlIr54He9fn7B54+f0fc77rcb5jB2ReoO1QbdntG2BrcJs+ieKEdJwO3lFe3yBIr8kYJdoYCCbKX7K+TeQcUhUFAaAFwCrFBIdmQKthC6AnKHmaMo57pPgyptLmvsw5G1iRmCw2TitAiaKB4NEdRrw7v379Ce3kFqhZngPhwaZRJzdLIIpUDccX99iecG9H3C7I62VbRtw1YVY2M2vbULSqMoiU9F151ruG0M3IUCraU21HKBixJQiywP5BwgR1tXTQ0mTugxJ2qJji0waAG2rUArS0tqA3VPtFDDqSrmCEaQENSRcHygL9hvFWVWlKYQpQGj9kzah2BtWYIXJ1uiBJAQuh5FtmUP0geYFnYqxCC3LexDBJH8OLW+prHIWJysm7yGWgqmnJiywMP3ZBdCwznR9NM9Hqj64ReIR6mfC4oJzAug4XAKYNapfbdAkbLGRwugqGitojUNlgXHzUDgBqIEKp0Ans1s8qAoKOFId2hRPF0bSulRyqPRmVCAQse3Lo223FMI+NTK/WMO2sJWG3ofKxAi+5FJPpECLQ2OHWoTVVqUo1OnwY02pW3vAOE5CaYOKATlqS5Wm8c4jjHoZxgANRSJ0sltoxAhUYZQ4SYDk0FAlBLbyYfiw1kbokQGOeLduO8jaeNI5qjDncyrOVPDpWPvd/pSYMnp9WmDz8kkU6sYo+Pl5TN8OK6XDb/45c9wuVxwvXzEX/6HV3z8IcqiwaRF7x21FTxdn9FtYOwD2gTFHNMBmyyZFVXqBOkRBkPoS6uUZRPpywIS9O3hE33sMeYNdVSgOgxRhiaPSYNzO2yHBZPUMCC439mUgaWTnEv9TkDTwobX0MSawkYTZNqzm93BbkCs7Udf/204vMrlEJ1DtSLL7OgfYwFc+Vme2rBtF4gozCb2fUefLPsYs69mFocTbcHUDs8y7JPWghHNIGyenKo1bSSY8vr1QP4ndCw8Y/37TbyE4/b8wa9hx958LTvEWoBIPs/svgQDAqBYDSSCvQxE2Xxd8WXbtiiZnJgd6JMMs6ftwtjCHDoddu8oUNTYOy06SR8smbISbTVYmrRXRwJUPNhMAR5YTJ4EByJohdYKbQX1uuHp+QpxJkeuwUAqEDxfr/BZsN+Be98xRsRbALRtKJhBIpClHeTz+DskkloJbizWUTroOcf1AZxDXP953/ztxwmgWrqpCAAL6/uO8wmOr/p15z8DeL97YXnOqeyMiSjng785m+Ch6OgYAznN04PxY6fP5bQUMH5nckeRXYX5PpbqS5HQ0aXe2sHGIrgIZ/lyiWQXG4MAYhbJeib0KIvhEEbPkZRgR1MI5xGGHHuSKkanPylbQa3CBIIbzGlzP7RnCByvn19we33F7INMZeu41qfToziVybvBgyWacU52if8xx++geTSpTaFYXxQWHo7s1PUYRHmUcxB4PlpellqAERmDMZkcKgW10vnvvfM9QWnWWlAB7JNde2wyWyMnrZ/8Zgc31MSv+OxZs5jZphksAo0/VRtGtJhNscbHVuhR+gWgtcYNsXdmHeIBp8NRqrLVbmoOOYMftsvLoPUwpBEGMXDNwAwIgVJHi4z+bhbdTHjtLQKr+/2+NurWQtBXOssbjjuI7MuBHuczYjcJ1nL/JiOTbKdVnmOHg0IwTBZgKKf78gXp4kBnY8FJ4RxRtUwGAkBkE+nIWqnwCgbBDowerKAT00gsBKxxdFtzsNvaDr6v4JjsX26Jj6yltz9TQDv31gRHPXzS7HDlXoDOINiSohRgwm86fsuvH4/Thp76Yat2P3b/g81kp2cGrLpPMFhGzLUD47V1QclEsxlOealw5TnNjJ0f1FHldyAv/j0d9zlw0bpEj+GyRPrdHOWpBdu+QzAeNpfzvieSJQAIRzog4HBCYSzzKLXEM80sjKLUCUFZTg9wOF/5PMYOpKhwgshegfH5MxCBmM0JKYraGmopLNFwgQ8yVBKMdptgeZFD1VGj1KCP26KgrlbTDsAG5s7zz33g9umG7371Pb7/7jvcXl5xfxnoTGLj3Tug1I+4fHiH+40snRgh2pH9jqYV3T/htVdcL+9wme/Q6hVdGuvz5w7qNw0CFCIo1yjDgwbjy8mYCkbBGBO1DNhQDAAuE2Ix8FbDVggZVeYwMXjv1FuBhp4RQVkVOnbsSFQg1uHDAKmoKni+FlS54iYF/fYR5eUF7ob99gKpwbiL9k+xz6LWAvOCTStqu1CnSQReAC90Kt9dtmAuDUzzcA7C4YksuAPRohbLWVt/qi1wEgNA3WE+UVvDu/Iefa/Y9x0ighprWKOcZ1pH3ztECkrN0hsAPk8dUQ1AZcDnY5U5QwSfPn+MfbEEK5Qivypl0bKPrJDze0qISE6W87R6lJsv9pMYtAFbLZGNJ7ROdlZC653zItajrYE6MpQE2Y5g1WYEw5F5/Uq26A9+1FrWbsgUTTkSboboVpug3EnvpVCQnSU2wAygQxv1CFgysx97qrKzio0CSJRfZsZaWzD1IvlWgmWGjtKAJoJ9cN1AG7zUtSfQJtIvc5/ocyczRRTih8qgiKJsG9ubR+kmxbEl/BpKHtTWqM8UCUKCixOfP/+Ay6WiPT+hbBU6BNaBPnbsd66fNXeMbdlLLRTsD0ddtidg+xnYjIW2u/Y7VqBzSn4Ax0siEelOWUyJsNzBSOSsn57Mo/RwomTEU/8GuN927DcmBFpVWCkRJBNYG3OgqOLpcsH394+wMVFLxYf3zxB33O6v+PwJuFyB69ZwfSq4PDW0LbrojIF9TigGdAxsRs2q+94hZeNtGNixyiZqoyYPm+X50s6jNp6v55SsHXYm2+GoQGXHPz8Frk0rKiqmPEOe6DOPMYLxHnpBUuLZR1OXYB7W9G8t1qtRCLiq4Ga3VZafNif/nYGXrCiWh4UQMddMoah3LbARdkstgrgoNQoQLe9z7xSdL6qoVTFMMXsHy2MB69TPq3XDcm8T4Io5QSHvyjX8P+Qj/Xp5a0bPFSOPP/P3wINryU9YnHMxr/k7lSi8cooNjzmXDT/ikoJaywKgMtlXasOH6wXSCrZtw7jfmSifBhksN2cMX3lOn9SlKWTj70b/w2ZImJQTmFiiu14tUeHDz+1zoj1tqBfqil2uF7z7xS9w+dM/x/vnZ9znwFWFLEBRfPP+Pdo/+cf41V//FW6vn7EVQYWgbBcUn/j++xcUVWxNYUMZ082jEmbFYmlj1nhl0CEBbhy+qzvFlBfw6sca+eohB8ByLkGT0znXa/mwM2b7nZI1csrtfPm5t4lnhhxfJrszUQ0/sfqQ/7bj9YxzvnbDERc9pNkTOPCDtaUAxaUD38jSZHNnq/uwH3TjLcYyBPtnfv9RklhUgkghEWg5UmE8/V4mgAqG8cSUpA07mb5V3MMYI8S8o4zSHfvthlY5b+63O/b7DphBWgNEKNkjGsUBUWIMMtRFsniY+3RTxXX7PZetaSmRVZdwrLlxHro8MadV1sCJJIbChx+cmjUJcwJ7lm/E5lIKuyucS3rMThlSLCDyYU6uSbaCM74+51xq/jEXmDWb9sYSHsjrQ2nK4WWsgVYRarGuzx8Bab4/J3R6KaucD0f5WH66CLNGRD9jEx+P+kakHxPYWiKjHqUQFowHEQpJRsbG3KPk4BCXo8hpBL5n5zx3joUsnxf/ARwtFAWPCDDBqVwbDkv6ZZ7kbJhOY/s2mwRgicEl4MjgGhgD6EFkqozXEKXwq+n6Uc3OowJop6nib/5e4zMTPEc/vYbT+fIWtDDzCicAV6NLRAJ7iLIAzy9IVzSQ7OWwChaY2VqNDOZBFU8QQlK3RQvOD0Ti1Gs9iSzjdayFv+WRaBmwEkVvfy/nN/0BD7YbPsZ0Irrx2MBla4A7NCll5gvAVHmcee6HaPGqxz6tZ+ooBXABW86HquByucDdUerxfkHYxOjGxoDOgsIc2jgwzCxDC1tRNDqAITfruHgRbipIts5ggO9BLVBBt8M5hjEra5gQA/recb+9YNxueP38ik8fP+Pj95/h7rjvwO0VuL0AH7/b8fLpV3j99II//uf/BPIquDxtaBc62arA8GhCIBThnmaQOVFjo2Tm3TE8EClVoHeWryi1TEQaRBozjEVDd8NR3FGMm6v5xOgDRWasBw9djrJqvGc3ZIY8tfLGmNhfbmT13V7Qrs9QPdg4iLKhAoHC4caSwT5uUCto1wbx6BBqBts7Wtk4W5RMkbNYZSsXtKcNl6eN2kOhvzEnsN8CiDQ/bI846hb7oRVo8RAYpiD3sB3lWjGMXUnJCKImzLbVaDXti507x8SYxusX7tVSeJ82OuakHoIDmL6T9bGTbTBHj7LDcEwDeBAQqJyDzgttWu5Pc60X2n1dayHL4vbxGkLNWE4W2e5GcEtC6ceNaLuxvCUzrcnenVFONAcB0RmaXlkanYeUHaKn0pWfwGGfA2yuBaXqKhc7O+paKOhMO8vAiWNNajxJvY7e73h+fiboCvpJGmxDt4GZedF0aiNY1pirok49YzXGIaCQsNSGCoMghfS5e5bQ/CpRgmteUJxlYHw2Co8ukCKKJgSD9ilorQDYMaex6+TdUeq3sPEdWiu41EYtlNbw8noDKv2X3jv3W+faL1qWWDUGnV0ooLXibr+ENpaU1q0dHQdrDdtHwXgGB8rAbPk4OPZS4hzLMbRk1sR/yKAWbO0J0zrcK3w2uO4BSCgKPqP3HdfnX6DWC0b/DrVV9H3HfqcPR924nck+Edz3HU9tQyHyj9oqtq3heu149x64Pm94em7YroVAsAAIDSmCaMF4mo5RHAUGLSEQbQboACQYfurRYVIogzBG3G6U0c7J5+pRmj0n1Bq871BpUK1k0HtB9xDp92RSc+wKwucJlvycmfkPP8EVyVqifiDnu9T0iw5gNUM5d7KIIbLKMyOaW76SpnBwPMvSKi6XDbfXOxko4UNPIVAJ0D+Yg+vLUo4iEh0EXwc8uecRtwOIxDKTpyXjEXPs81zSl8dPoKT/Rxz//D/5c/zsZ98gy7iAE2R0ciMfgaW3ft8R8GeMQ/DoGA/uLCePKwJj7htlxUsiWCCKimIfDHS31vD+229QLhWfPn3G8y9/iU/f/4CX7z/iPl5jnaYmFbuTMfg2Vp+HXRVl6bO5Bes49ISqYgZgIn6AGxIgyGLIiqJsDa/7HX/8i19gv9/RRPFv/9Vf4N/+638DgeOHX/0Kf/LHP8fPf/4B799dURQobmgBVux36r9xX8chBfLGpV7wVpaopehsbKrn+Mozib+e19f/vt6b+9DpOICkACe+Ml/O4/J3Ob4AovxIruX3PABH4ROwyYyHP03j47ygHC1kUwZdeEDMbfnyjs6SKmcQ7TzVzQ3FaZ+0kHFKohD9ekjEvgqssqHlwUT1maZOZZZu5zs84ub0TUOTTekLsoNw2hpbenoIhnARxe12g9lErazccVAGw5zC2gmel5NocVZEKbAkb1SA+SM7rv0OZWtyCubzESWtjxajosT7BCKZ+Uqj8qYmUQFdQVWI1iqzOiWFBDOjE5lGInnl4QE/HH46//nlpCwno8KTlWERk325CJZf8bCQ8cX3LqzlK5/NzyhyMbK8Mb9To3wsS2qWPNrZgMRqIhMn7i3Gv6ZIc9xw6l3MKMmwSQeMY6vYWqOwoMc4gtnwadQ8aK2h7/flaGmIrZkzoM6NINkWCwSyGSwYHHRLKVAxEKnVpbFBp+cASILABFHl7ImMxDG+HkFRZh4ft638u4FOdjKPgpmOY6Ye7wMOltLAqSTt9Cdntb49hyCbpa2s1zEfZc29B2DlhDyd3NKHQx4e+iNod2zaeXV8YX3PmwmYLLEvjhObLjelAww8nm1+lfsx/78sTzuv5j/scdm2RQVdlEwAuWnMycyXOpYALHCsZe5NAdT2wyl1T4Zi6HAFu+/MRERxqNTQZSkLoLazYw2Wfc6Za5QikKUIzGuUnER2I2wcg2wHBa8ndU60Rlkru7LN0WGapYmsi+4+V1aGhoNlke2pQhzY7zfsY6JuDd98+y3u9x3f/80njJ2svj6oXaqfBfX7im+/29HvA3N2XIwZ8JJtsLWgJnMRARq5EvTS1DzxNc7mk9c/Oe/EU/RfgCKYTnHXvd/hbizjFDKT7rfXJeSb2R+zSb2B1tA7RQbt1DTAprHiwlgiVOUoW4Tw6oqz7NXU4N4x5h3qCp3RdWjaSlJMqoUzkFqBqASY3wLQHw+22nyg1I7MoFMbi9cwR5YJ+7GRpB5LWCFRwbx3tmF1dpjSqgzcwK4aADCM4omjD4hQxBySrEfqm1D6hRo6+/2O19sL+k7QzCRtGXC9PuHp6RnFwc+FdkcRQXFgTMGYBCfo26X4NllQIgBmlCKf2i6rliXYW0uwIdxBwV0yBQ521pFNTA03MzIZuLYGgB5AlgTCb/gX/+KfoxbFf/lf/je/Vxvztz7cMfs8zGThOBVVsuqE7cClsBSi1ooaU2uarH3ErGDMAJUceChfAAAVSAROvvwzgbYCjRJDxzyS1uIopcFnj735FIwonwcQujklgEE4qmxLH0Z1ogboZS6opaHGWth7JytADLmLzoGox4pyVHBe1FqgQi0f2/ewgRrXqFBpEKlIgfoZNlqfa3QwbNC2hTi2sKxkAG6C0e+xDsKhz6GJgARAXKNAPMpCTrIEcK5WjaxYLY3zlU+FTrociS4C2xQf9+heY3NEJxxDLQpHhSpWV7C0n2nLnp46np62aPnMMlUGl2RelgLOlwSOp5PJYR0yOwwhnCYzAo1ntE3hc0IKtZOyEUTqs9m489prgaBASoH3CZhA9JRkdQJ4qmA5UuyrnsGOHcFcBrM5hx18/mwOgJhvGgF8RdHG6Zx+JSR8dAZ9ow+WaFf6zVtkyMcY8BnfG6D3WetIRVdS25HJ1khGu7Oo2nMZyYLnJB22BI5Y60d7Iwi9umyQcLAi3kYgOeX+/M9/AejA//u//fc/xnL8gx1l7eGHn3f+bx5Ht+bDr/269xeBerggZwZ2whHZXcyyo5Q8jpiWo9lJarxtlw3X5ysmDPu+45/+2Z+xW9luGPeB0bmOCSRIBP1gUsJTizbYNPH7lO8QnzCj7aMdqfBgHk+vsKFwLxh3h7x0XN0w+g4pgku9YNzu+P77H/CX//Gv8M27K8Qcn777AdequBSFbGRbC4B95HpyZAODZZSi8cAjhKoooZ0kp+DfcRAQPGw//38aSZGv+O6nuAX5qLgWfKa+IOgrnRhhj3Pht/v9uZZx/nmc4Ld+Pu3vmXySMc+v/fTXwpLT3xeDa/keGTkKTFlmjEhqeYhUM8Z1NriQiCE0m4edbk+FecVgBqX/fo4qBWQaneVD0t8jm1GwyuYMECdYlixRCvkzfhAVVn6EP1FKQSvtkLExB2tv6Ptl0yu4oJVyCIaLoNTKvwdg9WOOv0XNSU7cDDqT7ughOpvOeeDMYUPOhobgn6ygmGWlBgsBVN58sAdOLTwhYVQkmEGyTMXhD9hRqpOgzZGxyAdNIImMfgZnZzZQluAdpUAnpowKS3YgDwtwvSMyIXzYQa8XR9UQ/Ftv44RSYeBEI+AU5IuMmRkDFy3sgGFB902nK9s/00hagAYWk8SXkwcgSmsqzAdtVmRAl1YSHte3nIzQw3twuvflFhx1lLl5LyMmYMtnO74rJhB/LApfvNeP3+WDdQ+f82GDOc2ruLaKlG/lnyT7nZlDfpx2nettV7VkISkO8Gj9XY659iWylGN3OD+JdDMLcnJIfsMhOYDn93oy8JI2n+f04/nEgLxl6H15bj6zY5yPObXW95r7XzHTJ6Dr75p9+H0c5dxW+nxPMV4qEuWFdPgxJQLiY81yrfDflmCoETxaOiAAO1YFsyYFNFEIkpbI0udjd3UULzAfWCWBksEIz6VOvRoTOdgUqY1lDGzmHOygYWzXyofvmGNgGdHQaqqLGZXbn6AqBVdH7ysDbmOgCtC0UINlktU3J4HTfXfcXh0vP9xw3+/csDAxZ2V3lMj2q9YojyprPBnYcu7QVsTkNGa3k1kyR0e/04Zdnp5wbRXT56nkNkT/bGIaQZk1z81gGAAeGarMDNEmjsg+wRxiBjGCKA5mW9SYmVJxQA2OGR2LCuromJqZGWab9v0OrRdAFNUbUgeQy4Tg4S47xCjeOsdgV5hkUGjhcw7bPMYMbaxjnUnsaZldg2a51gyPO0GDLG+iE6OxN4wotcj9VaLMuqijyGDpjZ/0BiUczJjzKZp7vVwjWcDrIlbI7nkuE+4GrS0YdH7M7UDakmGXwtYqkd332AeLBLAHYEYpzXlzcCC7HKWFZjmJQf1wvh0OW0vC8e23z/jlL7/52xuT3/MhQtq4mEAm536JeSxJmAsth5wj1NZmQwL+nmWbKXifiabUWETYhPR3XAv3YSkotUGlxhpJp5afURXYMkunfQoGiRbtY47FAgYEoh4ZV35t+mr0myrBQzOuLWX5HMCyxzEnatjROSfGoJ9Dke+CaSyZ4vSuAUwzzUNWSgurRp+tFWHr+kp2Emt3w6ZXhQxj6XswT7B+fdJnwRG8wo+9Mx2ix+2dIJ/EPuKuS16Amp4EvUyZBkxmHu+denO8fYNqQ2tRTqgsUWDntILrlaWCRQt8CjXo6tEEpdYIGG1SqL/cIaVBS0OtM/aa+OOnPWxt/r4CREWATuC+k75d+lUlJBxSiPXAkMZyvLL0CxCoJLjLQcwytAz+XBViE0XTx6ZZ2y7v4bMjfZ415uH/Hv/0ZVPWtUIA2LJrgESnIzvmA46A10JvINnhWd6/wpYs087lss4ha+3k+VapnnO9uOQe6HCfsZ7YtfTpqeKb9z+F9rRvj9O8P1766vvi3fx5DuzivmdIlcA4x56uV7x/9w4rHeLxR4UNAWLgk6HqiGB2NVHinldqY/xijnvvuN/Ipnh6esL9+Qn95QbsczUSeSh9AhPSMucBFKOswGAF2sEYOUwAgSStDXW7QEvFHo1G/PWGrSjm/YZ2aRj7K+6vHwF0/OM/+x/h3fWC/9+//Tfc92ZUkcwT7yqSYtS3yAQgsPbtbKiwokvu+Tnf/fwa3iat4yvk8ef5EMmY6xRL4Iht8rXzPJD44LE2/esnP82Wo+ztKxfw1eDEH/SLjnO9vRCELt35qs9vkXUN64QxrsfA5Ouca0rHcs1Bw4QbsQL6/xrL/9AIQpJQjGDy2Ac+f/qE28tn5B57xOy8Bk0hbRB8zzsgK46dB21ECb851BQW3UMRWo+UD4nbCMwkbvY02PQB3INlmlVMEKAwUZLPMNfcmhc/4vjx4JFgOSs0Dnx5OTB+fmDMKufkEOBogXcO31MY7M0kFGBtukebeXYOSSOTreiPIDbO7mQrLTF1EdTa4gEHwhfGCkVARljqMQX3JzaIFNPOWsF1fcKsTxq4VVoX31GDnuZmoa/EjcqY+j02sahFXNuNZw36AR5VyYkR2eqo8VxibyA6nEYwLmht6pywupyHUiimeYx3mB4/2BTpiCew46fneBiwN4dHIJDLeaGXj1TEdX1rLLkhr23Jj4AlASxNwZm4iGUq4rx5ug2HvGKCP3L6k7PlfPVr3px+yvFt61Cww1v4SMsY5Bx7PGcY9HWtx1rwN+/9ypAc957rbb3noDwy2ApHzfw0B0/gUQyOvznncef+OG/W3McCT86X5RGknGHD37R5/MMfcgoL0rkLBzJ9g3DSESBPvm+BO/H0bXUIwckox3wsuj6TzmcG42tDlmPGiSn6Tm6bSJb/BP3dHXpp8CGHTpGNBSJD2ILZLRkkGmAYs565kSUluyjQIax5BinZdNRZ3qYwCvjNjtk7xcKc4CyZUWF/p6P3HR8/Ug9DCuAyYd6w+YYmitIkxulwEIgPRMAAC3uH+H6DSIvxi3K9O7VLrk9XbK1hn459HwizFXuLrYy76oldFICKqh4ghdI2DyFN3MFN14bB1DjmUecNi/I4sC13yCzArGMMDZZaOA9CnSCMHsFQCD3HXjF8QBwYmBDb4SPbtXIjMiEzQ1wAn5gW419CBygDldMfrjgKiibrUqI8kzpkhzA7KrBZxYsAfd/DJhiAa+j0Oeo24V0xg9HRaiMzwg22T4xI1szF7onfedo+Gj8XhxuTESF3G3M710sGr5HdlyyfDsF11QARwwrZsWaOBEHOKwMkA0PnXirBBkM57FQ869Sh+6kctABn+2yrfXcyM+je0OaweONUnikO0wJ44zgvXwWnn+BYaayFKC9M8XhS1ePZ5Q6nAvfJwNyw9GNSgFiozB2i/Lb8jRWixN8lLjcZNJK+ihRIqVCJfLE5+jS0Fhlb82CnjbBjGcTtMa/LoceIs42m3pwXBPB7+BBrAnqUyQoB+gPIeHSM06wfmIovIDj9i/NmbTYhoUW1zpEAq6d/hLBV0T3X5mL58DGF7XPD5bIBJ+BVa8HluuHpXWOSQthlj0XS1AaF0h8ie2dgjh3SK4ru0KaozRbLSuL+S9HYN/jdCJC9RtnD2JnF1vKoPZPjlbIGybRi++d9JW3OAtWuLF/2eJ6pX0SfiQNqwu5kbliNYFp7h24/xBR79CkWmAWw/AwErI9ucEccEA+Semp2CoMDIMjKA+Q+bBbyEzOWiJ/mSuxnZpByDpWO71s+mYQo9Pk9aUNtcH2dpDd+6oe//dvD8C5v/eSI85mNGrGaAaIFT5crnp6ewg+w3BWovFcKto2MXY1nPPvEfrtj7B3FDWN6lO9Q12t+ekGfA2aOYYbr0xOe3z3j9ukF47ZjzH1VDZANFrqeDsjM5FUQEPwcvyEedrCU3CBuUK24XC54evcO9bLh9eXGpPTe8fz+Hex+A4pj9hv2/TPcd/zyH/0Cv/z5t/j+u79E3RQuDPTNaZ+pnSgncFNWvCoZLIcxSU8bAB6Ao/x7rD+4J7QRb47/rPOcjxNJQmTtQ/mxFeed5ngynPJ38Yu1ltZXvpk/p2j/y+Nt7LC+5zFgzLM/AEh5ewEgyVd+n0OQFVArbvzKNRlAXzzQbD6LMOrO8m+TqPIBy77Vww67AJMM49vthk8fP+H28rq0C82BoHEDGa9rPn8LDbiILQEwYyihF0yGsgr9hiWX7MQyRrdV/q9KQCi7r3N/O6oaUn+MpcsktJiF5pEcyagfSwj40eBR0SMD71HGBAD1wjakLI06Wsb7KUt2znh4gAyisTQUWPWc4EQdk7oG+aSTSv1F3SZyQwhC2LEPr+P47pOxywEKMAWoBH5OTsT58+d7GJ0ChCmcjT4wemdt/YzgJfRA7HSONGbpsVBgMdqaelnleOcbcMfRahfgBh+OjeoxZiLERE2OMVzXnvouJ5pdTr48sblDLbQJzuN7BiGApa+RAcy6sPVsPZwEWZ9JzasEAHMOPBjEWKiGwx6t8c8/cvxJKOmNb0fwKMTiu7Ek7Wsg0Ipx4s8Zhsw/8/S+ZYcLcCJYnK4/5kiY28UMOBnfrx1HNkGPMT7NAdHH91tE9ryeU0BihzP10HL2YR7HfDhdty0P+TSWCXqks/ZF5kDWu38sQv33fRyAXGqo5LgbiK8EkAJF1RrzLcedzrlHkAz3KI2K4GOtofgyWf/JbwcQxjlcowVhOrvIZHYSyDWpsdGFRsLW0ArgAxjd0Y1Bm4HCySM6YO37jq01QBCdrXponkTJZjhgrFSS9X1ww/3lE+ADlw14fi6wrnj10AOYK6lxgIdGEOf7H+54frrgdr9H3V/cf6nQ0jE7hcIvV4VUDdpviwAsQTi2Yy9KZmk2OuA0CkBAGeiIEezatorLdYNAYcMgFWwIEOLN3ScdyziYGa8osa+4FlQZgBnmPjC1cwZo0JHFgT6hDkx7AmTi+vSC+73g9bZjTIUOZpy8FpbM1YoxHGWBAQNeHNBCseqofy1zri4wMJaX9d7R2jUCvyh1mIMaT5HxQc4JZ1kHA+8JLUCTygA1bUuRB+C61oKtVfQ+8PLyis+vH7Hvd8wx8Px8hQjw7ukJnREbBL5YTzYN+x57WMwXswHzQoDPHKbKmv/SKLa/cW8yr3HNFoY0gnzx0A6kc+nwBRIUDeZXJj0UmEJ2UlHAhELwohbhqsLmOOlnJEirkaQywPoaN/u6uf2DHHMGxRzCMn3XeMqRhQ7DO81g0SGlhLZW2oriCjSO9ez7OXRFhhNug/pDMeYuAlfHRIdElyGRegS42mB+h0oCfZF7Pm20CfRxTDNpEU1TtESpUOzJJUpZhaVjDoVohQTgxYTjjLkuaEWgU3DvA/eXT3A11LbBzbDphaXCeT6ZxLgt/NAWJaJjsjmjKgXe4YACPgxSCxKkJVAQru55888jnQzH+stZcytDj7GToaMgwE8hUwJYpVa4D1hnZlijW11msj209iDcx2/7juftij46BX/V0S4N79+/g5vh9nJfjjKBjwmzeB4AaPF9BZzUzouumjqodSXApYVeldkCuuWo3CaIVHWt14e9DrThcw7kQjV3zEE9jVKuh38cQ+eux75q5HgeWo+hFToJMBocw2UlqVQVXyuTGbstNm0CXAswzqDo7ZoX0IFyB3yu9yZoJGCiZQDwqBLIiohwy3g/c2Lsr9ieP5zmjCDBuVIKhnUCmplQ8AOQyPbsqV1i9tYj/ekd57E8/p4+/PoXFnD0xQkQ/pREh9GBy+WKOSPBYGQTNxF8+7Of4brR3tkw3D6/4ld/+df44bvvcMHA3dkA6fXTZ8yPn7BdL3h6esLz8zuoKK6XK+7XG2proQmqq1Iog+b0zw+gWdYzOu7x5Oe6cxNRas9ctg1P755xuV6xbRcMN2xbPTR0Y18efeDTp4/4/tNfwfECaztGcQx1eFECDlNRt42s687kmiLjBYufB6FAIKsjbRoqWQHJSUbmVB3lcgKD5DjT2W3NUs58psv3F4SN8Tff95Vjoat+SMKA48oucr/jIWlpD0DLg8lMgsMy0qfP4EQsOn7v6/pwnPP0WZ77GJOlVRadq+0834VVPyKD8yv2ZWiFT0PvBeIvGGF/DZSQgJbVBRUe7CVPBp6huLHr7ABsVRFQKy5jFBXh/j8FXhTmhdcqCpksnZzCTrdmhl4NpdZoQBb6lJKVFUGGSfuESHRoQSaxJMCzH3P8TmVrvy4IPhZiPB4/qKVf04xL5pJk6YivTx5AQx4r6H0Ecc6ZPAkqfG4O4F5INC2CycWhyMkksbFFtmyMsei2cx7XksYm72PvOy6XK4UkaxoPw9yzo41hOOm3nD+ZhecmtTYlp2CfAxAztOaota1rPkCVB6QiJuAxBnT4Sw5V0KYrqDllB0LtrBnn2AfqeTpmlL2lgjtrhPGwk5xFxBfY8Phkw+4GOnh6TgkevZ1C50XtODIAq1zwtMBFUp8ESWo45ogD20ZHbkYSqQSAlF+ZYf2ZnZS/OzcozM/kvxWR4Tyx4t3whjFwBhgiC+eP4/cl6PTFAK7Ps6SEb0jx5jU2AETSSbGHMT5viqfTnUApPX5Gq963q/oAVI61eJ6HvHRucj+Fwy0y5cCDQ3OUlAKJWOZ96IMtCTZLOHq1VtQjDYDVnt4cfQ7McUfZdAmln7+HTtW5d18wIfUAF9PmjekLaK+ezA2WOow+1nqExJqahg7apJF0WdcvplHvA0mbn84yH7ex5n2WU8w50ec4AZdAXVo9wOsLBZ9fX+7YNuD5Xcd+79jfdWy3jnq549uf/TzmHDdIhMgupqHvd4zJDne1HHpOAsFYIKWHrQalUO4WwsIMXSRZXSLLWROhPrj50Tkzgw8PWq9C0ErF7fMNc2OHudbuqO0KKY2lPQNwL0CUWJmxXK5EmUapITIIAQaznZenJwzfcd8NBRuKNAhoO6c71FkyAaPeyRwD+z6BaXi6XBkgB7BsM59TCTo1wuMNB0YFsDuvqWQXP0cfY1GWXTJTJyitEqyYhvu+437bcX+94fb6hPfPT/hUfoDU94Aw2C/nLFVokWxbQ9tqUKsdGJHIicCyqkBLBaRgTOM+etJscAdGgBBSqe3CBA3Bz/12h3tDU4HtfP4FgroJxj7hPfeCKLPKEN5jCafGFycFSxH9yOrb1wLJP+AxBkV3BYce2Pmgo81A2udEnQUvcZr0AAEAAElEQVQ2jTpgEcikDW6tYfYdCOaKC6mCKhe0WjFtwPaJUhq7Y4qyUUCJkkNNjSqyihUOCMXSBYVrDVjAuggiQ5o+m0cJZANKIWAFrBIo3mgEQgH+7PcbXj/+ABXHh+dnPGGilQCBy7Yo/J8//4DbuOGybRj7wM1f8f5Dtq2oBAtiwyXrrsAE2G0QxDUBQkuEZb4Xjq+lfUj2T8Vpo0Ym2ABd+6skwyYSMgNMLKhYsMATPOpkZsGwbQ21CrqwBHTM96jlM969Y5B7eylrvfd9oG012F4pMxBMSgQT83JBbWw7b6nll4dFokNKlFo43F/RLoLhN/gkOLe1C9q2rZT2aou+fAjaWNUCqMWjC6bTAIAZcgFJt1a4KeYESgMcO0QI8MdsXi3FKcaeIr9cu5RZqFBtC+gtheDUdIdbgbEa/GF9ANkAI/a7ogzQAqg+M4eziYFqgZpDMA8NyAh2zRg0TYv9qAG3MXHfb9AiUVI5MEfMmdj/EwQu0Tyou8MGEzv+NuA6XduwiTlsNcn4qR3JVv8iOf+AIv2af5/mEl+PADkAudFHrMHjPSJAlbIqN1ZyezKhkTIjAs7ZH374hL/61V9jwPHHf/qP8Is/+jn+6T/5J/jTP/kT/Ov/7v+D//j//Q/49Dc/YH9lF9jJ2YEMtkQUbbvEvNC8uTf3ClDr7NGnJVNI0UJf9vm5UqT4ugHibMyx3/Hu/TP+5E//GL/61V/hL/7Vv8K//Jf/0zVQK64xhwnQ9xkV/BsKFMUI1gzduW+eACLGthJALO2vR/3tKgnlW+OhnC7+Teyc2Eom+dfbHnz700NCxjZY3/d2brwlV7yN3/m9v8uGHABS3H+CYUekKOu8v3GfDyAmO5o5giX7psvWwuXA/c1zf3Rf+yQmoDIB1WMsgaiuIUOtq2BXxV4Ufr2iGDuFequ4Tkc7z71gNrk7Xl5eMCebU6TsTO7B9PtJsFEXFAO8AqKVQJFOtmGdTAhOE8wCQGdIQWzInmAux3PJMuT8d7KOMkb6e9M8yvPmhCFr5UA6v/qZFdA5kuBzOJzxHniIC/KhaaB7iZCqktpoJ6NsEQClSGEe58XH73+zqPI1+GojO4Xp90QcCbwQA3aXlfnoY0B0XwtZtWBrFKSc4yiTIP23rHGxAGQILntMbDl+xjVLsgYsFk7w1PxcHnIaWLY79mOxqKK1AItCsNERrJSRlbKkqq8SCFUIypvNIYHA09dKBmi+DILkk31jNJJ3dYBGX4JHi6KYn7d8zyMgks8uNHpp3oMtkTFXmUcl0mJRgKDQWQw7Z12+luVtxzw83ndmKb09DCzlWL8XrDkYbMPj23wNKQBbzhgdK41SnHTSsILl4+zHCTzH7dcYThGsjDAH7cs7SEDCH5cgsstgPIbjmeT9PTjdv35s/lAHr9dWwCAJ3C6jFfM9W02LPMwzthzn88nWxdnaF8ACgAgkGVyPDcG8Y9/Jjnm7hx8HbQLBKp5/GtulN3EGBUbWx5zUrpm8iIfxX0HymFBjoHlBRbOCfb/j3icdcuuAGyqO79u2iuvTFbfbHfVacb1WvHummOPWAJtA34H7ney9/c41V0uUtg3HfjcIOur2RKHouiFFpFtp2C4XzPuOoQCGYVqI8krB5R3gPjDGjqJA2yq2xtaF876jj53ghDtGZyeSOZmdf3np2NrGwLQUtHbFy+tn1DLCSRpQdZRCQcAJjpn1gZGlzC5wDLg0gjaajkKwwMTx+fWOViZUCmqpAS4xmzZnB1zgwjEzMyQ3VFxQpETpFJ29Oe64vbwCDvz7f/eCD998g3fvP+D9uyc0cfzww0fAmCXKDd1GX/PNi6DDUVrDFl259jHQ+0ARRWl2ZOs7sN87RAWXxlLtogLYxH1/BT4OvPvmicGiAKoFl+2K3jra1lDgzFoFE0oFsOBg9r1TsLbdsW0XaG0Qmdh7BbPwjA4o5s7ZroViyNYFNgTVK0qNJhjdlm13HHYfQcGXAIg8/y0nvwD8CguqqoJloBwzHCyTn8iRAHPRsgLPZGmLcW0XASDRcl0EwIana4OjsMPo6GteaOWYFCWAzdJUMCPq3E/SWaSQPgL8q2H0DSITFFwvcG8Y0pfGbc677ChIyj4oGKoCNPpiSytQYu9ShXfDHDsqHK0W1OsF6u/Y2c8GdjxBRket6YuQcW1SUFQo1N4a2ZlR3meQ0J4ggFwaU0DiDowB94pkw89gaZbmi63OkskAhgVQtLhu7vRuDp8spYIAo3eM7LgZ+0Ky4G6vL9ieLijXZzraZuhdANsJYIYNOR+lUuzXTAkgjE47HyD+8gFFIWJobeNaVFlsY1QKo5JxOnDvHdOBul1g3vHt5ZfoY7Ld8mXDZbsyYC4Cn9Q1AhAPmNpvWihWXWuFeV9BE+CQAux3w/X6hKPEjALoWgy1NtRKTaYlV/C1wBHxDCfFt90GAcOZjSkMM35v8yi9yItl2bmjtQ1Z2jnN1rXWym6fGAgGdrCM1FEbwckxCrJD0TyxkDIhNCc1qXrvUCvxO9rkOWXJAqRjSF+aCZ6+UwNHAnBPp8jBPcDCH8nn/Wscgz/okde3gAicgKIIKOV8Yzj5+xkn5GcsyjWdepC99+VTSQgI0xbK4f8nMO1HPFK0UMdvGsQdP/v2ZzCV5c6+//Aet9dXtro3I/MCCB0vPRKu6et6li3Ffp0VGQEeuwJeQiOuNJTtguvzMz588wHvvv02mIXcnwTA6DsGgG1r+PzpFdvPPuCf/tM/wxw7/pv/5/8L//1//6/wdL0wwSiSFUurY2Rw5E+JWEEdG/ycEUeypwQlE70xB1eMe3o2Wfr38Lxw/D1BoPPxtTKx49v/4Y689jcw+fLRkWBaXNsZDIbIYoquzyFYSx6fivLpM3Z0zNsjiR7R8roOAsMTihJzneCOeiHD6xSXsxS44LJdUFVhflld0VtruFzbkhOYUa79VBRaKnrv6HPH6ID349kWsEGMV4HVgupMYs5pKPvALJSgwJj8IwOQilkrXt3g4zOkVth0VGWZaKsN7LkzcQnWHxK0Ar4s1/k1x4/vtpaBrWKh+xnkHiAEv94UEMzlRPN6jg5bNfR3dBkQXnDAS3TIY9DT6Upth4KQ6TgFfQ8b1mnS5LHabuckClSEpVLMfAK+gClLOrZORk5J+QIwx8Brn9jrnZ0fIqO3tQ1DGbQRWHqk4IrRmGZpFlu8NwAOFEUtNYJasF5YUhuFhvVcjpSBZKKjetKMAMJQedRkAnA7JKFLpTPoHohjoaEGkvo2H4Cj85F6IgTY5rqWPPiZxw+tDeYrtQQM9rE21oNGeji+M7Osef2FQKsHuyxtoTsdwzeg+mFscIBF58vO1/L8yf48A0drUQWm94C5xLN4+E6Rh7kWZuuL+/9txzKcxwt4Sz9FiBOL4NQn5ted75FxA8Tj8tNAnn/hX89I/dSOUmo4p+ms+XJOck28nZeSQqUuR8moDGhR9L6jVq5N2qOJMcDsQdCPYbpqhFMw2GxgDGJVuUe5A7V9vfXl2X6RlmuhS3T8npRkh7aKsjXUaBiA+x19AN0ccu8QueHpieUTH+D4bgp6N/T7Dfv9hn57wft3z+i14NMPn/Dxux/w8W9+wMfvP+Pzi6PvBGfNub7mjD8CXCSA22CfaNj7Vtmhcds2bK2hlBrOfDroBgvRUIQQ9v3lhaLY5rhcLigqGGPH7DdAGwVcU1xWB1Igt3fqs0xL4e5JAd5WolrqAKZXqW4ww8aYGDBkC2aAGSVpk+cXB/wGc0Of+yHyyIeAFJPWsmHcAEQnSZ0RhIthaxWuLD/263vMfsPcX/D09ISxT3z++AlFCvrthrsW1Foxxg3wHW4Kn4XBpU86AwCKK8wVXsiMnXNiTnaacTja9QkiGgHQxH3uAIBLa9hqXesXsMViHNPQAnyrpeByUdRWUFvB6+sN0ydeX2/oveP9+/fco4JhaxFAsp16lrsRrNMiCzAvXpHsYhtnJRDOH1lsYQ+/wEKnsECEHfQQXXF0sWwKyheFyGn7JoEFKRAD/pN//s/wn/1n/xv8F//F//V3sCJ/P8fT09NiH7k7yxn18G3o30TJpwM9mAy1hvqRKrZtQ6mOvgvur8e+m0zYLDdiwiRcYJcojSuPWYLYyAwUDRLJjRMP+/0qw3bqhNBXqQF+TLQru17d73f0fdJxrhS5pj0LYMA497a2oTXeq2LGuROoKLhsG2qraNsVpTYsUEd4H0VbNA7R0GMq8KD6c97ZYo8e9wCCUIPCp6UUAhPJsj4xH1AYWKJzrxAnq2uGJhg1XMiw8hkMbs9yP2oPIVikqiwjDbyeNntr7GYZvqRNskG5NtnVhz6hAluDiePWXtF9wPqAdENrALRg3ztu951daW8dL59veHm944//9B9j339FH04IWnltEQSlvqdAlKW3hjTsb0M2HivQQHSaBBnrItTho6xdSSfi2Mvk9GzjXAQBB3wUmJBlxc6J/L0CUCRYeZTjtOZw29Y1MLEyMUZHKRvM+pf+iWMBRACfc3bLE2OMxVI2ln5nIwkRgnW1cO2tBhpip1M7MPm5ve9R7hsA5vru8AdiPEopy//95S8/4H/xP/9z/D/+67/4Yrz/UAensh3sKX/zy2CP5D2cgaWMi/IwP63tSaBzngAjmkJ5cNwpecLxL9E0SUSAOXFtDfb0xE5YRaG1YGsN1jteu+H7737A7fUGDX9kpRZEFhhu7kDf6ROYIrvnapSAqhuy7bOIoATTqNbCapDU+nOgY8LmRO0F3377AR8/fURV4OXlI77/7jt8/OE7/Mmf/AI/+/YDWiW4H3kBxhqROMguqeIRSwPLH13jm3GFCyCFYL8IEF3AUgfXwTI0RQ4rx2CBIwkOnZi8D2vmwd3J2PeRgfX3HQNkTO78svCdT7G9J8iGQyLiITbCKjsluQHUQ5KYDzGN/Xjj+eaQuo3LluXfJfwYm5ApUHXaSws8wSn54oPxR1HF5VpRygUiBarAGLRR27YdCcJJHTSAcwKjQEZBm47Xnf4ts7XOhKRHNUrMjxkyQROO3hrG9ADxFUmH8HuPa40yN6X2cS3lYO2v/2GBmV8E/r/m+PHgUZZnRNB1pqoBQXPOzdhOqHI+ihUknc8VYAf8Qb9hAS4iD38APLIiThMr5sAD6OEBCAFnpoQsg7XEmTX//QhGrTItTz0exxzxYHdmVbdtY2eMWtb9JAh0hh+Sbk8dC76WGUiKFdLIUNSKk12FDmEyQDzuURH1k0YK7hJm9sMDTNAmx5Eilhkol+UErLK83PQcWPCsH07FIYqodKwS9fW11I6BxxHIna/j/Pp6npY6PW9hDz9lbvI+MojlPFjIu4MtkL/ECL6AbBI8SumiBI/OIFNgb48gUdxeIv95PWcQ6QsA5vy5N3TJX3us8zy+9yEAy9cC+DmyFXHlJ6bNcRePf6Z1BmziIc4JqB6sr/z8Ylp+BVzyH3M//wBHZhCZQTvmmo0JqbKEZ0numeg7DW9mBRKwXhnUeDXODtoPefi+zCRlLbEF04SOWKzVAPoqyhrrswZIbuKyNjiHmWDfK0EDn9CqKFXQLhu26wWtKW6vN5Q6se89gj/WYc8x4YX3WQvnyRgT99sdbkbWpDt6p8O83wc+fXK8vALWgdrS2eK+5YGdi7D0qFTlz8J29QjbMceElWC5hB2RWlDmBhl3zNFhYwK4w+WvUcozQRAzqFxxuWxQKEsCp5F5IIfdm2MGo0Ri7OI7BGzX7BPWKUrpRuFCKQiwhc6elMI21FWCldFZXocoWczscgSAYxhuNxqU1jYC7cpW1yUCMjGDtIbatphn6fQE3RxYor5bJSNp9h37K2BtA7toxfyJGWM20fvOMW5Rwgzq2aV1l2DhtsbSnDnoiOz3DjPg6fKOoJ3nep5I+jbmC6Y8A1qYOCgFrV2wbQyE4AKJ7P0YA61uKI22f/TI/M8BE2DA2GJbjutce2iUhuT+jrXvgTI2ODLXaeMFlQ7X6mjF/xWfECno2jEjcDewdp96PMFQirXZtopvvvnwe7Mvf5ej1ko2px0l4WMMVMnyl6NDrahga/QHyGiZaK2ypbs2zNHDv6HfQp071nDPZLuZhz4C4LXCRMmuDQbzcqABwDn/izq8Ctu8Z5fXuUOqoskV8Oiopg4pguycl4Dtyui6o4+OomQSjij/cScjszVdoGK6BdSZU6hWrjNtIAs6LlGo11RaDVZAeWDTllKC2SAohcxOQMgkcq6TWgpc87u4qS0FyCy3jfIxGdnYIJl3MUdBhv0EWF5ZAHFDCcBhzhHnjNK+IvAZwZqnL0u7Ze4rQSBgqUGfhm6dpYibwKsTRDPFLAovE+M+kOLxbduAMbD3iT47ym3H7fUOaEOL8usMPE8rLwC1uHV3mM/lAOUWR39R0bYoLwu9njFYfuUOlEpblQpMybDx5SAdQbw4WMbLJwqHnDQ48sqUjW2CMn4klwlyzlUiy1K9xaZY8UH6wPS1xCW6W8X9pPit0T+a0WEZwpLOCodLXSBSMrDzHjzsUWZ/DyahYgzH3nds2CCnualKkN7mXHqlrRY8Xbff2Y78fR3/6B//KbanS5Rcpz9/OvJ55uACJ8DoeH7xZszpqwTG3JYNAE5s+mAlHfOFmyQZ+7IS7z7ZlW9rlZpBhc0A5t7x8YcfULVi7GQ2Ya2pjFew4qWs8Dg7zmsdnu5LILHPF5TKP9lpMhsNFTVkm1ARx1YLer/h9jpw2Sr+8Z/9I9zvN2wXMnnz/PQRZwD8NC7SlczTU5S14rGTn79ApFxXcoo9PO/VT/5+2KH4/Sn6itOd/PaHGJqDlJ79EcK+iUXeBlm/w7EewZdnPebdilvjE7mmgfQyvvj0sU7PE/gr1TrhB03J4sYjPqVW0XGdOQ4uE/BCWv6y8YBYgdik/zlHdAQGWm24XDe02iAA7vsOd2NyJYBpeD38HgXGqPTfzeAvd/QxYX3AZML2Gb4DOyO7OYoTf/AnwQWC6Vnmz/Eaw/D6+TOkRrdUJANal71kM4XyMN5cKj/u+f4OzCPJRwRI0kuP9tIQOU93HFF9LEqGTbyJpdh3bK4590U16ri/Hpg+Oi3pTp++8wE8iVcT7MpzBIrukU2xcBzOK42f0VONLNb3WtRFzUlNAwm6KieFn3QCQghQaBC1sJo+vJjlRDCjxs0uKZgHuBOI4tr/5GA0iUJkHsYgDMAZCONvDppObrYZgGVQ6w46QKKnc+WQeBirA9yTtMzLAcjnyDF8EHs+//7NscCjrEF7eNYhlBhg2lujmQK/UoCmWLPhVGm1fgoOXSM5Pv74faf3pzZSjZ/qCEYYDu2jKBVwYXBHhyO1aPIZ0TcVgDWzS5QysghZkqSR3Qsk0ONLLIQHsYQn5ddc8em1k+UXvGHgIJ1GixF4+7qvdUXDKV/BxHztNX+HfeT3drj7YxlFXJe7Q+Zco2Oxvhl0ZonYPECGcBxLZuJjrj0C5Tm5IoMQ+hNkK4YDxjdwroQgqBkz0svxEoG4QsCyqN0MxUlRFR2oCkAMpUqAexGAlgotFS6sj9fCrlcuLGfSKZFhYK1+bgYxgxZIy42koO8sTZsdEeRwj1wZYQFK5UZj5pjDMIehVDJy9vsdVV8Z9EslCyx0D/hsEsQZUBkY4zPgF9gYGDDMUWM4JWrIndl3obOWAEOJTOHhZp2YkFmaa3TWNNaKqMOhmE6dFSkVUCVTBtQWEQh140aDyBW1vqKoYI6Bvu9ks4B7lrhBW1tOTFS8w6RAlGVuUGD2AeudAdOcUHdctkbnYHLM3IwC4BpCh70ve2w2T/pOa0fnfCyKEvuplsqMo9BamZE1dqkNY/Qo4ZgwE7gPjgkODR6NZEAJBlnbGqqzlHLaCKefYz+mn+xrIIvR7W0V4ToAF8xzs4wsw3ZgAUgB/MlaSnRYKRBPnZu8bTqKzLrOGfZpUcXjmtJx8rgSVdT20wjQbGnuENhOu1kKGUiHfQEgwvKcmA8LLox9nr4BW9SnSHDasEW9zzL2SQFgKY1O7WT2UqIULfdz98LSU1gALli+HOeZrgRV7i20EXMB9Xku3u9EDeE0sxndtDwYzpVln7GCOJfoiwgKRGnbljaTA64Ej2ptkfg6ND5EFWrxzIWMpKIeYwDOs7ARCVqpaggn5mkiOHFh6bhzfZSSSVIAw6O0qjMesY5ShN0Z3dZaI3jF77WsmwdnqSPGXguGUVdHy2S56Nbg0zDA7jmAQRrvWeeEQNFtR5/3GMuKrW0oY8CwY9+j+9QwbNeGUhpU69LzFCjZ6Zp6QAYo1+hiGmTAmn68cH+YqQUYe6MUAeYpGBYKsvN5GhOaTubb2eeAWTyHiWRXHLiEhphxwRjh22vsR2HvM87gfhAd5xhVLj9r+Tzhs7s7Xd+FLJ3+HscqJR1Mjox5iC6pC6hda3Hd8Ss/A4KPYOqxEhAApJCtfvK9zwDTH/p49/4dGWrw8DPPfvopCDg5y5n4ehtjDpDJ4DPZ3wXPT0+4Xq4AYo9Iu+8JOPqKkRDivRpyIXDKfxQLHxuci7eXF3z3q7/BdbtgjB6ZrlP8Fs+Y0yEMFt5ElPkwvURJL5Zt0wCwWCKdNo/dXiWSLho+Qq3UAXMbqLXgw/t3uGyFIvPhHx5yBLxGyfmzyC45kLrG6fzz2P9zbaZff8QDugCfLx3yx+oFHMGPHCHX8qtWLI81buex+7u7+3lvfvr7AdJ//d1v/iZyvuKHMCiTTnmbXx7hl8Lh+QCWT4/17xxHjznIsY0SY+MVcz4OjJ3JOxUmM0owabfopilCH/hMEgFoA69PF6iyKU4mbkwK+j5wlxvu05Y+EiALO0k7ljY+iul49QbqYqYuYjgd50Y1HgC8BhaAnPdyVFL8tuNHg0d+BgdwOLU+fD2TZVDeXizo3IkfWYV84yMQlL97+70HgJKG6zBeXzHEuSANayHQNyMzQ8IwUaiQi9hj42HrZ26SZbWe9RV4ipLWCMcqK0vFdMmYKRgzdBYdrooahhF0IwMoGhSCjXrK1HCa5nABW+zGxSeLYYE/cEBDtHh9sTOQdT9p1fBzmg7W4dGsZcQskIYtzUXt65lyoZ1+rsxDnGiNHa8jHeTlFGtOm2Ou5N9TC8pPp0ijRWqdM5idDGIFYXRzjxf6grVmfXD8iauLr4cDaGvW8fdnFtLpboB4bzn9TPCInWb4neyeIjAIZoBIFJoGy5qUTpHns1vgkQZoFGsofm+TQbA6HT4RjfkfX3o8mQjAaICWMY1BXKDU+oSs8bc362U5cQ5Y0DHzGT6a968ff5csxO/rsNQ9swTD8vAj+5ivKFlH2eq+j76cYwcp5iU0YQDgAFzjfHZMd663BD/TH0ng4tjK55xwzJNRTqezMGMwDbcxsQlQpGJrdzpSTQlu2cB+3/G6O7Sy1es9nnFtG0qlpsPeKYpdtgq9VNRW0BpLpGwwS049NnaLbMHwKQXod2odBaERZ7+fVTaO2Q09OsDVVmBj4v7yiloqSq3UwfAt1qZjjH11oHAf0BJtQiNLgykrwMzNt4bmTlL+E9BKhgYWkBzdU1j3CgmgXEVRSkNtFWqOMQAzQalbiLUKqioB3SiH9gFMaWBbezJpxmTAMLVjigKFzI/qhloaXInUuAx0hO6HKMtKbjswd6gEeCQU33ajtoaNAYGhFkFrin0fmGOwU1IEvAxWAu7OQZAo+xHHKvQoDbVuKJVCyaU0iiQ7hatz/kN0lWcebdA5prVQk+U6L9RUsQJ05V4UgXWfoWKXe484y8/TUKTNCHBHNDOYp2At9uUUjU3TkfZq2kCVtvZ1QdhMof0PLlfu/jEPglWIdOcQgFj725iS3/sxekep0c3VEfNUMM1QEI66MhiBhP7BvFNHBYTUzEiXHyP03LTltg5zirbyucbeH8wThUOvz5jeIUYB9FIaVMopSDrtCHysXENSUdhXMJ7isRu4O0sJF3h02EgXSw8+gux8T9hHkCXmALPJQhajSNyn1CiV4ncNd1RtoRElK+GHyjkj0eGW+2Mm8ahflPMF4NwpRSClPJbp+VEqYtOhEQCXGl05J8WaZ+cancKOWlUBCe2pMTrB4GSSQUO/pwRY50wcOaDF4Dqx7zdUE1wuT7her1wTAXLZpC5QLRsGBmQ63IUNFqbh6cOGy+UJOg3TC+a8ByDYcL0+43J5QgsdOnaiq7TpkcUSBaSc2LZrs5fldwhkJVOS2ayF5T4mLBmek0zXggbRGmCwHew1Ofuczi9e/juWP1skWUaK0ZPlE6Zew68NfSS2ew+9UcfqMLyCaSEglAlenPxmCEFBdoikncqkBDPwDd12zB5C5ikVoYD5AKwu+zUXGMBS8fMkP7u6uT5+kw/1Bz1yjUqWb/u61Eef/RznvfH7HBBxdExstRHMno66Vbx//x7v3r1bPjfSv8+5EeCbIhh8Y2D2Dp0jDVx8KUt4zAy3OSFueCkVY99xpjJK3AdLlvK78rp9gSPp3abkQ8aGQPobx3w6x7yqQGkFbavo+w5VlonvnX7M8GAleeivhZxCsqw4dqEx5bJMJfKy3h4BFHna2BTLTj8/PvR1YYQ4xTnuii8jsBrz8o0Lfz5vPrL179+bv3+6WSIWv/ZtZ97V22s9XSB/qXLSJuG+5acpvPAF8WOfQk7LFV1hAVCeTWuOPS0bDZk7k6D3DnFq/LVGduxloyacmaHaEU9I6kPS0kYpmyKlW8yoRbjvHe6Gvnd4lF5TyuFMaBHUYNLmXbgITB1VgIknNhqYE9MmNJpCzGT8nfbmFedopkV/+/E7KUtm7XcxgUcZVrJnqBWUGYV04uRw+sWBdIaRaz0YEGtCxiaVmSL46Xy6nE8CQ2frfPrzMLnesF0OTITGLFO1ALSWWB80NqsuVkhflUAQmdF/XKpuFOLLWm2P7PHMzUcQQb6iJG0u6Jxs8VmXbsWITB0Bhpjjoah8XsRmk5m6mKAxDeL7oo49sjQAz3FtF06eGQJgwLLLKoLrtmGffYk45phl3ejEwDSJSR6/DocQhTW3LoIsLamN94VTOdSRMeUXGIQ1n45QtWeGzhzo3bDfDbcbmRFkFZxs4MMzWI/89PR//ZGY/duPnafSW4OcNlXX5iLLsJ3PLCfq9dp8VrYtnLJ4TPmdx1U8no9ARFxleFU5Dx71Bei8K8C1+dWd6C3Yw+e61PUnDfXZ4f/JOj2nw8eECddHDbCXQsgxP+dyVznfi4UQ545+H8t5KqrB5Gmhu3MGjnLORgZWgay7ziBqzskOM6JQ1yXMPeZAKSM+z9kliEAhMrtmEzOcG4FAa0XbKl5vn/Hy8oLXzjKSy/WKbz5cKRi9bWiXC1SA/X7DPnay5QqwOSn126XhaV7Qb2E3IhAphee/PAna5vBOkewZQOxFgRc2CcMA1yLHQRewlCy1tD25+e77DWYT437DmHeYdwgmJOTp+9gp3i8Km8zcj9GxXZ5QlFmX1Dlzz7nsR/tXiTECIL2jwlG2AkDDfhrgiq1V1FLRWofUDBLYLWXpGjmzXsMG9tFhO4GtOQym+3ruVbOcRcFW9wSXejfYPtFrx8UFLgX32x2Cjq0y2Gd7agqYj9AlUmdkmgCeFoF0YSDqE70ftqDVBqsKqyzrMjWoh75DBKhVC8WSpdCZ0QGJltiAhtZMhNMBHOVcLKrYtgvcHa/3O8ZQyLahwnF3wbyNo6w67JoUGq/2JJh3HHoYMRsSkEWNbmvChhIWHYxy//VTsAJkVUk49A80azucWilhY0PbTBu6d5YrxuR0d1yvl7+1Tfl9HeaU8mahFO2FRSkmGudxiaAci5HNctOiBWOfmONIWrR2gUDQLgzS2M2vY9tqlOgHu2T5XogERpTVGhlecJYeNmE3LxvU30m7NucEvIf25NHRka5XiB3DF7Msfy8xP0Lqf7lkcxrm3FGLYmBD8aD4bxc8PwMfP/6AsRvsCSh1Q62NIEHvKLqRPZc23Ab/SJTqnufHuYRbsjgdkbQpOFqkegTO6QsCM0pNS2FHL0SpM8CyBADo0e3OitCfdQBSMWZHF0O9bmQUFtBnlVeocs7f7zugwPOz4nLZcLk2vHv/AUWV9q9umJcr5hjUTdqu8L1jF8M0jS7Aglov0HpBVcN2AcYUlNZwff6Adx++xeX6Du1yDQCsECyshfvT8hUisbXoD0JnSIVAkJAdddka3HACLhE6UiOCsRnzQ6Du8GKwzvJjjWYg0GQ5xvnD55bQXqMvpMuuyNLWAXzS83yQlIj9WgTwQd+RrDNdccXycxLgLAiZCAJqowvMCFAQqCvUIwuffXZf8UmynjjvGYhlYjhL09JmfZFMS3BrrQtECfdP47AEgSV9yeN3maA/eU9Y8VvGNAiP109+JMhwtiwPjAB8H4Md6pT+zfZ0xfPzMy61Ql3x8vkF3/313+D7v/wrlM/fwativ4/1/R7Biplj3wX7/ROqk0Xs4mz2ivDpNX3s8HtOoID7RFLbjjQpwmfnvCyloG5MvDGONLDL1UBx4Ol6wevLC6zveH6mTe59x+g74BOthj5catd42pssc51QSz26GNnT4CdB4MxCShrEo+TLb45z8lx5/txvk3EJJAMFa65q07jn9H1/PzHAOVY6x7LntbEC9PN141RGBxAY/Ft8cxJReFIBhK028ntlgUk51rSNBDaDMUnxOxQwcZa2qkVS93JpuDxdUFtbjHtWER33mWMtEsSRk91IfaKtD4KRe8fdHGPGtaQPG3FNskTP1V8iAjPFVQBp76n5OfrqxGvTmL6JBhPZbe3Mjvwxx48Gj2xSSFkAmOqqoXczTAF0ZRNjkcBCBwgLhMlA2joNSnbGOIUfEXCdHIVwVhYt+7TA+FV0ClKEm9nSRHkDGIJgGICx8/vX+RwOqvUXZYePOS10jQDzSh0P1icF8peL8ARYCDfRdKwBoG0bNqHA677veH25wS+O7emC7bKhFEXf2e1kZLnaYHvulbERxbQbs0ftoOK6HWCCB7gkMVYi+fqh95Rjm44fcGwMsYr5/ph4NMDHIv67Hmu84s/5YLnKuS4/6e52OHdxKe7BLspOazgMysFM+/L7M7mG088Dq30U0dY3f/K1lTwSOvKl1HCkynJ8Di78UVf6ZiRgZswy2+lkcozTWyhpaUElUHUWe1u/evzcErvzwzAe6Hs4bmU9+vXdsoz5MtOnaz8M+U/tyMBL14YYJXkR4JyfvpmhD5YIzVHYSl6E7JmiaJU/58w14nAjZVpVCDohthc99JSym5k5yz9EHDoF7VJQ63U5tXnkc5hjYkx236lrLnlkV5mhv/UdtVX87I9+jm++eU97dblCa0NRgdtcdGrAcdvvuO13XK5XvHv3Dtdtw+31Ff3+ir0zaKu14sP7J/zpn37Av/3XPwAAWgO2DbhsjLHaBZg7k/zE+EnT1CIx5852iABY79Te8Dkx+yvG3OHoEHTc947mwP2lAFqhrUXJ1kDtA20j6PP55TNmtEjWaFFvsqEV6vyUUgIEd6BcgPmCMMwLsGt1gxeWsqhRPFYKkxczMuO1ULp3zsnn0AcQpTvD5mI3+nRYZdlFC2qjmMMxMd0xZgd6g9uNQeccgCiGFwAvcDf88P13D/ug+2BnuVYBmYBMgsSaJZAT4h3qhSLqckGtBEPIhoiZHcCoBOMKEMz7RC2V+1VR2LjHeEZ3VE8QQDBAymZtFVt7wmyvaGEL7rf7Enus8aw8gB+ZXHceHQQIIpztjJ/mRjhu0aq6j4HsOrLWEFhyOMM3yKSTS4K1AtSCKkBxdqnqc8CyzEVk2WF3x/Wy4f/0f/7f/z7NzN/pIJuO/pJPx257/CabVpApKAVw38ImEcBgcwomJEpVXC8XQA6NGRsToziaVpa5otJ/KNSs6ffvcLm+x+XyAQKyecdkia0HiCniK/BiIqszg+mKbbtCyuGwk0T1yCoiYXVg9A6AoJ5WQUmRbZ/EfKZRIFwBNQKzboBoRRXBZXuGSqNYvwtELpieQMOp1Nu5jvsYaKXBTQFToKTzS5Aou20yZspi9LgPcC57Vr2YoMsT1G8UZxeWMl0uleD8vmPvHVK4duacaNVRraNuZDQqojHKENxfdxg4HmR9KS6XC0QI1G7XhuvlypLeAmwXhYtiTor7bpcnCG643zrcBHW7MuBo19D5KmjbFd/UK9r2jOcP3+Dp6QNau6KUC1RZumk+UaUApWDMyVbh94l2cfq9kBDqR7DcyJpyRElOJiFdyKLwQxpBRKizFzaA88ng1uEB1KnUrJgDEBqLEaBpJh0itqiFXYxsadulb5KfD79JwMYvqXXoZwbx4TvRfzvKeyQArVLICEuAIYNZBQOpETbGzB5E2Kdxr0B8rjaWDo/w3XMvRIDgCpAy71gsUK2/U87+7/WY7izHhqx9IY/D1ztigSPnEnCOA6lmZfuAXK8wAV594rW/QvfP+KceHc7k0JJKAKX3jjEGtnJhYFzZdCNL4BQTU5hkztjlemmwbniSBhuDQbRnRUbYWHh02z0BBg/+bM6SA5ZIIDDtzDmIZqLYsbUKKcDnj59wqRVehLpuNqEquFwvuGwVL58/ByvXVpn18q89Khnk8YqS6fe14P3sm79NWP/O0I4fz5aspsdY7zF5nGOF9ZpIEjxyCN+AU7/lkLwfeXx1xXIRwx7fuYKUh3fT78F5eq73/7brOJ76Ab+R1ZWlhXEdCJZYNM4CBKJ8v7pAzbC1Q4yaLH3D7HvgGwSOSmIDwmSRRDktx1JWzN6nYtsAGBt5UWKLAFYt1EyakzdMyQB2FUaAUsraSkg0l5k4dN9YQsv1NwJs+uH+ipodYC3K4n7EMwR+B/BoTgYwpRHenT5WS/AaNHgLlFlE2B1DCLr4lIiVM7hLBtJhlPlrPf1b1oYkelDIyEKax8SJc84AVOioeGxG8jCRvrbIkh21fivCbEiicZrZW26MKgUuLPOCvj0XMzCj70tzJM89xo67AKiKSzBt0lCUCPZNjk0sj8xc4vy6HIj00jU6obj525JobiDIZxDu4XAE0BYUYwkEX9I2/M7miac9aS+daXKHFhMWKJLPyOwQ2hwjSn1iLmfJ0ALycbxuYPmNA0tUPW7ti5/53fqV1xMsqngEkASImlaEyCxBH02dAxiSUgocz/a4RzwgUAkQ5v0nKIGc02+OXA8Ps1h54wts/coGAPijUc+vKcyELyMqZNux3IQD8gB4LAOeX/MTApFEUUSXXlcCHV9eIR1jM8Ot31myFEbYYxOUQse5plYIT4/s9phjec4EqRYUrVBhm2o/Paeli2QWnUioJZGgOEAnGAJo5SZkdwrj1tbw7tufsYXsVvD8/hkmiuf376GlYo6OOSl+LRvwtDWo8gH98N33mKOv8sq2FXz3q1eM253thW87Xj6/4OXlhqimRSQ9cLkWXK8F25Ph5XNkmIP5kKULq9V40H/dKZY7Bu3Iy+tn+NhhuENkh9sdY//Mz5RfQfHHKOpoVTBLwedJ4On53XuKlw4yS1SU6G5x1G2jRkXY1AxnBVdmncGAEABc2wogatkolq0JTMdz8VN7YkE4BewsVbEflN8A7MUcFcBnOJ598ll5lKRhYr8ZEAFia2SGfPfdDxj9htveUauitYJWCRSUAow5Vgc5O8Hci5ocr6XMkGp2CaRGRe8DOjxKohHPSlDrFl01OmYV9NnxvH2DWgsztUXh9YIi1KoYY6DWiufr08oql8JuWkAAReowq5E0EcAVfXjKp6wkgejB7DIgGGNMZozZsd93riFl5i3FvJn8IeNvhC+xKTuU3Ptc+yTinFoVXQf6TrBMtTD7LbTRc35lr/sHPubO+2iNXXsMoB6RhmB2yZI1zscCrq22UXNI1AApXNdSITDUprjvr+hjRKeoAZ0bPt0+4cO7J1xbDed+x34fLAMTBmzZBRdmoDZj7LFyWDQXhxTHGHcGvOq4lGeWURngBSgTmBhrn5UA5vf9BpEL9gAIVdO/0lUmpRtbtZtxbUkt+NnPfsYW9YVsGYb8xjW2GJvsUiRRdjbuY4HsWmqIs4VdkLL2XwkxXp/Rfa4WoAIyhLFCkSj5nNj7vvRP4AQ8+95xv++47x3FJ7sVukMwgem4Pj2j768AZgCjhtE7yyiXL5LlosGAQojAh71kKXGFlgabA6KCy+UKRUPfHX03XEMg/+np/UosuIMaSNs7/PznP8PLpxtEGpOZfkdpgJZndETmPMrJqlYU5d6TwJGbnEpZNDrbOmyePaMjeUnR+vBlY2+Yw5ZmmpQAahRLxyr9co5IBGJ+7JVVBSYBCEV3yQS+V1DPdzNZYYbuIzRDDseP/lUB3vi754YgK8EnwZRMm+VHOXq+nnFE7uVZblVKwX7fQ9D79EXCeZeMTC0FLexSaRX/2//1v/hb2ZPf97Ga0kRgyRdPv49AOoN1vhjQUYJ6CN0y4X40088HsI+OX9krftYa/endcIWgeoG/dIxvBsdYI8gOvcZTz1kI2KlN4Iw5nbHNAViC4x1xBAExP6rZMpaMxDi1Z6hNU2uFtop2veJ6fcLl+Rnb8zu0bVvzY2kLSZRUzmMcVpdoD5aiT9xeepQZBeM0wQE4W6+XmH92khHB4WNmDBYrBFmFs2JZwcPnfuyx4ofz58+PPOZ5glj5nW9OcPrnAQDlXDgQoHzTAVJ9mVA/3nywjBBOjDzEi6dTPXz/MR7H+dZX88zrlQU/xPWoZzVTgmmPXyB+aAwd9kFgw2CnLgNVa8RPBGKtjyUWDwRQrawGSgA9GdWlskphXeNwuBWKwXdK2JRacP98Y0w86XcmtjLDvpSiKK3FggAUBhNbkhBuB/cuAU33GRqlHgxNhWvIW/yI40eDR6pliYcuZzZLx8oxiY5Jcv6Tj5LHEtn24zNpbI8MxeNEc8QkSeRV+XDzvGYGn0fL94zBRc+6MPl9/A81i8h8yUwBg8XIiiQLKpkxwoyoGyMpzyj7FNiLCuZ+OAyJ1E4z2L6jtLpYUinKtqZ+GLd8yAfQc4BfIiwZzMyPTTtKAwFkeRQQznye2wGR3+xMeyhQH6jrAfJk57lEen/M4Z5lLVyhD2DE6ciF7E5K8FnAOPWLPILbKH1+AH2Wz/BrQNOH937ld3b6mS7SF9eYwXM4SaJHu89zrezZIUEAnLq6emm8h/85ACSwZCwmS1II4UkFPm8ypxs8Gfgz+eiRpRdsAIvP5r4X7ceTxMYyzUCnwxlAbMB8wxd+2E/mkBl9EzTaL4uwxzzkeDYRVOdGwzaZwXpY5THHOBMIP9uiyBKIRpAfx2lOn+nER2YumS4pIszzQQ77mWUrJsCEYHt6wpgTL/uO53fP+MUvfkmdNDDg7tMBVUipsMESATdH3Roul4LXl1eIUmy9RwZkv93Y2jqudQ4CtALH9QJ82gC7M67KIawCtLoSLgRNa0EtLIOqSs2eOW643zlmqi3AXLKnPEvfxkS/73DsADo+vPsl71mBHQOX0gBxasQUhdcCR3SDsOzwZnFtfEZaCKi0up26ZLA9nJQGx6SzDmegDIerQCXKblwwO59lbQ2G99hF8E39CIHi9eUFfSeIXdXRKkWvS7lj3wtK3SAamSARoHQUuQBgFyNzZiRHsHazq+F0UifFHcUV7ilMHXNNC2prcJfQaCnoNjHvd2yXC8W/BUf2H3RUKOoN/PAS3do0QUpApYYW3lwAcc7RUgRzUvNOqoST5cvBBrj/p4No0XBiGlmgjzbp2Ke4PlJT79ivsrSwSsUYA737KhPfLoTuOacpHA0ARQW3+y0YdoUOzgRKcYxK/YgSznkutB8r/Pj3eeR9z3g+dDIFWkuU80UZ2JhR4gGUduWzj4VXVFArO47BJ+77hMgF7VKhdUO/v+LldgdSLLpyFxNRsmFKgVlHHy9Q2QAPsWErYDVWbBABBIumxgyQolZLvDt9HQVkChDlwtzfWaYxx457p5BtLY0dEeHxLJ1geYlyoQRO6oWMjEzkuUC9RFnTxAhNiOzkC3W0y4WtivsNGqxREWX3DChS8zI2M/4pGqVriIkafxFa7dWRRjcyiKZDZcM3H75FBTAt9CuLoIijiMN9QLWwE1kImE+bKOWyyg1iNtDH0xIATzYsSb9WcWkCbxxLVcU3P/sFnt//DB++/YiP33/EfvuMbXtGvTQALFNtlyuen9+jtXfwdxdcn96RhSgKl4KqDcMnFhM/AD0mR2UJYCNEskPlMZJ04TO4nBIFY+kzLiF1GIEoAB4+6dh3ar5sG7aNbDkEMAWeEl5KfCfHemagM1meNJ2209XjcR7MizmDkZevR1MYCLP77tx/0sdO//MMFK1SMtbHrfKmcyyZzMeqhlKfMPqI72ZwuW2N4NVMOxegkQDzVHIH0AcpotDLT0OTjWBagIIPSML5PceLmaQ8V4ZovkkE+x7CiZFQut93MnrfnDYrKNrN0Z4KTAUmFdYusMsVtjVcBKhaYQVAUYwIls0m7fyyTTxyyynK9/myV2eoJZ97aPKGhoyW0N1S/qy1ol0uqNsFpXEfdDGY+BFwOHVr3Uewi2KtW/Zvju/Pn6dGIpQ4WW+J32PFBTh98ot4y4+/+MO9/bbjiKnTVzU/5FAyDj+qTo74Aqd19zae/zVf9egHJHLgx3PK6+BrB2s533iwl2NZI5dl2J6vBXvHna45ukriTu+XVS6YDyB5t4+JeCUVGL7qUzzGIj97bFni1Kuz6OR43GYET5MEERQAMxnV+jCepQh9VFW8e/fEjoNCRuTL51fMfXCeQtY1Wlh2derxWfhcEDAZHiCZ2GTXXonxNcPEYPVCSAWJY4G/v+340eBRLamTgAW0LJDiHDgXnALjE3B0BoJOwFEeB8p7CvhiujyUe8AXeAQXZkuQThreWCgcAovr+8NR8KCoCY2QnTYTZkR0TTqKIPv6PP2R2KwO04UUyc062wRPFmXMD1YNS0xkGVEE4JVEG1+Cf8c9PdIoA8B7M5ZfG9vTUL4Z9Dc/cVpojy+v1ev59y9O9uVB9gcDjS/AI4/7Wa/xulm+R2qw2akMAljC2dNXeT6vySORGrb7i3mQn38zFPbl29Z7z2OQAGBqXOeL7HSUc1zXvFd9/HyuG0v9KTkZcSDmIDecZCNx/CLgcmaC324TAgmNKV/nc8dBsz6vm/OGDzp4ZAMAfgKnsowwBeJ+nBn5wx73PunQx7ZyZGtwWqsAx5ejkHogCeCqyjGfzOjgJ5gazmM6hMtv8jDaxPeQLMbFlnPAhmP4QLIFXR3U5yAAYzLBgJJZ6aKCVgRipO/zl8F+dItOOgqTCojhEKBN0O+YI8w4EJC573TiRLACh9xAtkvFdRshPss1eN859zRiraKK2kLDwpMBSmHIzPCO2SHTwdbeJ42I0dHvA+NFUPWC69MHTAC7G2R0+M5MYLvU5SQkCMfbl2DbpEiprDUCBYaFeybpAEbnpdA8UWVr6WETNjqKRnnXHLFWbLl5IhWlFGzXa7QA70eNuLATWe8CrRRh02AcSkkA0jDmHcPuAFiagkIKPUB2FqajGssTa7swblclDTqAnbY16m4guhqBDsznMfH8fEUrG8fBoksbSth+gm7TDtdVwJblfQ7AAN1aZNYHneZSaYOAcPqzocNBo1+ZfANcJh1pc4gU+CQosDKR/3/m/r9JkhxHFgQVIM3cI7J+dM+8t+/diuydyO33/1a3eyu7t9PdVZUR7mYkcH8oQNI9I6uy5k1PlZVkZYaHu7kZjQQBhUIhwVQaSSJ/cIJLLYP9hXh96GWoQ4XzgE0aDM1p9M/zhFbDVrL5BCdnc4+WuTL2KfM/j+VyRHJLpkZKCsO7OUViLXwaCC4XYakkHGKEqi0Ap8gpAmPv4Tpglz7B7d4BNFwc2DZFjTJTsiY6IGxhjxF8ZYfQBkiDSAfEQ68xfKPu1GdEgUuN0svFmxf6I2iLDhJSOiA8qEzUpk5QyA2UUlHrDt32ZUOnc89gRqF7RTnZ0aw1g5qjVI6XqoY+k4RPF7pGmQmSYIgHWItlf6UxK1wzrcOaox+C/dMFGUyoKuq2YdsK7LzguBPkrVVRFajqOLujnT6SXdxnCpsblFf045g+MgABk4fsqMg5bgbq5WnqbDaUUnG5fMLlKhDd0LuiHXfs11dcXq5QJduu1g3b5QV1ewHEUOsFolzTEmwtNJmMwTxCZJz21mn7tEJQYCbBpmFgJfmMBag1WGYny63PnvpWhlIKXl92vL/fg1FJvaujO/aN1Qh0d5dnPZwsXpN5G6XFPTJfGp3AkAnRTBIv+7OGP4lYK57list2kRqDHjunAcECrCzRRUEtDttqTBGdSVwBbgfZUAzOyJxULSjhx3qy5GLOjSDYxynCmfz3WJL/2OMv//VfAJHBpMqkwUdO38puz/vJALkn2CFK3cUQmwck2IjHsAN5eDwHdIvuY8kgZLLERHDAIdvGoLdz/W7QcE1tyRovmjhKdTldBLNHlCbD5C2+es4dDTu2+IMJLI2yxrj2AWwQMCIbKuemAanlt2hojVVnwVBqwZ4eTP+ZcIQH43rEokt8GmPoGT/9nkOAQdRAxjTx7J5i9K+eQjAAn/kw5w9fRoZfnnSOR1rFnHP8++EcMd/W5Pncdh7lTgRYEkbLXBtz7/F3MnykEWDHF47ZFH4IoK6zoskf78vRI2bKoeDnB36QBIAMqxYEbS3vBxCsbQJI22XDy6cX3q+RHX7vNnyssSaNv+8W0jRGTdcSyURonp8fNE/APObow5LXwYD7reObwSNSr+KGLWuSfZSKwJPdM53NuWIfz8Wg18cAABjoJjAeLYBcpMt0HIvoAzRR5sLIxWyOZTD49OZnQ4zYJ9OAQshkWCXYMcuvANUVUXy6sTCotRYkpS7BrlILu2bEJCgIKpspUnUnEf4M9L2T1PWw38+bxVh8+R6fQz7GKIyozBfjr7l7JasLvozhh7737zNWAx32OZaPb5iLOcc3NxXSg8fewEURc33BgMd1R2XL8ov1Oh5NRx4rmLTe3UfvH1N5vCkCa8VwfFJJ/8GmD2P7PI8f18UAN1KIW6LMMLRBPAUlH4xWiDRKWq2YEx9k3NONz4OCpzRquRbXUUh/Z4BS678/nBt/3NFaHwK+X9SSj1tb7ImT7ePAwjySOb7hjGaWe2ClAfBme8sMyLo79UpAelrqAbnnOLdgRGGxCdOppYC1otRCpoA61NY5YKHvxyxtUYVpZceypMRJiSB1Oje9dbidOI8Dx+2O8zwCJCu4XHb011e0s6E1x6dPFh8G7ncHWZbRyXATbPuGy5Xd24oShMs4rARVKamwjAk6yKNyApXNgVZQasVVPuFdgOYN0gTd6Yjv+w7fjaUP3QdYEQad493TTke6J9hkrfFBl6KoUghAJOtUBWWrsPOA20nWFnQBA2XUwlLktWDfLrCdwBjHkdkkM3ZMq9YgxrWjrlAUiBeYt6Abk4a/bYqKDe6G+3nHcR7Itt7uhnopw9hmFlSkoNYC750dliwARnfqKXWgFoVF2VF33oPFHNcS3TvMo2SEDvXtfvJ6i8BLgxvLfUSF3ctDED7LM1jmE/thMPOAaRvUbehIWQpD5v6vFG0ctn2w7Ap2AZrItG1hbZksEEAn68XF0IPpcLYTRRzVQwi4EDjdrKCdyZ7gav8zsI7GkQmAEbBosI81NL8ILmplx7l23AFHlEyz1Kt3gZwh6C9sKJFMaIjAuqGfivO8444GFaVwvrL8nJfhwZiIZRNlRQBLahNA4vscZhr6Qx3t5HrWbXvw1bizZCesPh3b+I0bxToBpQ6SlBCj5qepQaNU6c/g38KBV+o3oCpKjwAq9SxHIxAZmVg3TDZ67oeigwnB7W7HAErVARSyVN0BU4gXpFYOTYOwNB2xJnGBihM8KgJrx9AHYt6X35kME+8KoC3MbY4dp2rlHLZONl8I7g8GctkBqbHfFoJs5YLL6ydcX14IHgnZWRqAkRZAZIPqNtasx1rLpJJGFswNoQtTWN4sFSIVyCYFnkHrbJIgwux4KR1yklHbhTqOvTnqlQL+HIMAO7kdAlL5fUh/kN8xwhplqWYXMo5miVmEeAEGjYBSuEhYlihIRhMfAZ+ZQxiwLxGSI1hsoMi3eCaE+T0pJeGhITgYWMLuidnUJlmZogr0rN3l/zKwyxhlWCORKOn9fb70P+N4/f7Tcn0+2BgfVgc8JTT5Q8TZETekbUkPx0F7cz9GKcaMz91DRJ9JYgVL0UqwmgHqTonqYKIh3kOrOBlnnvo7w9MrKOohu7EEUIkcJSgj6SsGkCPztQSXnkZh2BUB12uC3B7VK1jjxW7DlqW7P/pD2aOu0gyFnuICAC46NKNkuf58Bosa3ZfX+xw7ZiwYw6KrwR7vW2Pc52ONkoBH4AFzbL76+acrXeKijH/HmRL4W2PdfIQx976MU335VxoLPF7kGhM4ltma95fPeCAFyKqgef/LCDnLPiebKfIg/OCwYZMUM3GBL0cPUXot2LYKv1If7zhP3N5vOM/2UErLW8j5hgEeWTRqQVRXZeMUh0NtPl93G4nGFcD6luPby9YiOBsLwxwGmzojWNFSjCB4DvAyKTRoXDnCI+6dxjbRTaLdj/Uy0295ZMmM7/QcTG5AMvQ5MK3dqnKPcGThcNGh+ZCbZ4IaIiBLSOYEW48EQNhq1jEzH4Jt29ClwyHRupv6OdCcqICNCRysIgC1TuO3OscfHh/8LpfAGGbJTFO+lqEswEwbeyKJ42GMHiPybztiCMfzwLgKXhl/NUsa3IOu3KfI3HquBI+e7EBc+Xz7R4Yr7UcQ2pH+DK/k8Q8QYNRy6+k45XpPIbREpvNbmJ2b3WnWIZsgc5SzBQtGRmCBR+DVozTlwWDPM0qY+dzsMhD7SO1nfibGa3Q6shFk00HzBejzxxsQjN+NZ/snONycLZRzTxybP3LSxxvpsLJshOwYHaAcj3wG6RCl0+8p7JrCjM521dk1UWSD1I2lKMGANYtOIebBIoqLQKy7xayJTNFuBmGGWgsacr5k8M5NQANI4jUqM80LQ5LBFHWEjvPAedxw9gNojuv+gsvLBVtlW9HPP7/h/nLgPAzv78B58tnWEM++hh7H9XrBvheIZtcH6mVwiHONU9cJchJoV/ZZUxfIluxVzi3rHadjOJ33bWNnMfdodc2uPygUJuRzbgRRnEGKuqAUx/sx560odYtI4W0EV0NHJam5CFOqklp9XNylsEW2u6HvRK5ETrTO1dbbSX0ibzDjZmwOVI2NujnOfo56d0MZAp6tG46zobUjZoBhf9mwRZYchd0CS+F+xHbU4SzHvrb7O2oHHQDZozVwBE7uQCHThPdEcLhoBdxwHge6UCvIhWBnrQVunfMu5rVAMDqeepTZRDmgaoJ40fFcBFovoQ/SR1mhAENLjF2iaPO2fYf0EwJEowiP7OygihAU9XR8+PuzsVudGLPZiOcsENStROZt7iWAQT7OgPznHxbgUQTtah3ma+t5rldTgTSgv/2Eq+4EaoLF6sHIVaU+jzWHio/MuW8UveVaNxTp2LcAYOMgc4//liKjgosaLwSP2NmK4K1bQZdO0Vql5tfDkHru333sPaUAHmCnCJNyx9lRasVWL2HjKp90uHae500BEweSVTaoj2oU+EanOVeFoI+OXqlPoz38PTcM5cIsDRcB5PrAcIKQsiylUHpUNsAbIrIiQJwCvFpwuW7wTsaeVMX9/YZSBECBe3bd0pFobY22JTscEqcO39kBOJMYCPFmdw0GEstiHRRjbic1ki4vn7C/vGC/vtL+QwM02tAa4KZwY3MALbSfWd46KwVmYkKifKLWDe6FdoSWAaaAnQ0jKQwZuFsGnOlLDr+pO46ToDsbG1CbreQ89fHpx4mU5wlwSR6Aowjw0kePuKDEOEuh4P6zQyIikFqCAZJQzvTnk+lHsDzGKP328fOzzzO1T5YQ9CFAXf3tB993AVz/DMcM8WcQDTwN4wB98ncxjrFMWSlIZvRxnqjXjfpJMSA5Nh5sbAknMsH9FWqwAOhqJQubVfZzbqxHEUVXA1DIXEqcxmKmanQBDx854zkZdmCSHEYzpxErzec3KloW7R4+04QWorvyuFsZ88szhgqyiC/VIqPCJf1LGQIjY73NZ7Lq8n4ZWYwutB884TXZPGKX1Mx1TFv49LZfjTNjcH4tylj4Xr95TLu0noKfHRBBxiSSjyJuZqCR60c5p2ZXtucrlVycY8zJop/Whr7hI6Q07kfW82S5oizzinsANCM2mb7Ig7Hg9Qtk3CjnbhjZWrC5w2zH9XrB+3XHcTYc93v4QIEZDDrdYr9glFexgBgCRFIoTKdmW1+Sojnu6sPI/+rxzeCRhDNJZ9k+DlAHMho/L2/x5efMZsatYhh0rMZiAin5e77+OMtlMcgZ+LkIJETgumMAXDpqJWlcfOmYOa8lfo4FmQ9pGhQPB1uX9TWvH0B0a5qOrEb2y4tHzW44t4iyuzKNSMa7eQ1a6sPGP69kufbYCMe8/PIdHPUQ6dJhKyVqJXOUNbKUmR3yAbD8e1i2I+OcxmFxBoZRS8pnMo4CRCJjg2sq11J3gjpRJcTn49Pf/HZztY7K45/FBxiHYJas8T2R9xCOKYJ6znKd3FA/Mlz5HGemy9yga9nYYu59cKPSIJQx53K+MAttY1711h/mSlzmGPFcC5L/S+MMZyttWcEq/oagrA5GWGaLXEK34w8+GLQWZrASvItNZWgQuUNcUaQS3K02dIgAPoveDdI6VPukKgOkhWI64DoWG8Zrz9v3eD8I5unyPRSulRCNXSitsTCP40CtBdu+o0DRPTq/uKCGFkWWGyoqagFcDa0f6GDZwrYdZCN0QyknSxfU0Q+KuZbonpMllffbiXYC7QzwKBwe20C1JWuo5Yp9rwz0Y+787ae/44e/CDZl5lu0wvuBrW5wNQIrdUOvDb2xq1PrDe2kNd62nSVVx4l//PwTjrPj5frCtSkKs4bL5RUWm7mUypIpl7gHavWo7vyMlrgOAvi9N6AZekkNKzLDtBbUsuO8hSiwg21TVbAX2mfrDghBqtLOyMLzj7mh9xPeDxznHZfrC/bLK8q2j3XbzXH7fMd5u6HsGzs23e/ovaFuswz8bNSEqBC4Glw67m8Hrp9+wH7d0c1xto7b+zvef/4HznbCvgfK5qAlLDHjLBx0hEueTg296mbUVtLBbBGUKrif73j57gVFd9q0WrBB0LqNoJXZU2F2y2TM6N4o9d3aCesNRQu8APW6I5kuEgY0u4oUA6yAYASAjEiT2dRC3FEW9p3ZGY0q2Nmwm0K1oveGre7Qq+B+v+M8bXRJ+lb69T/zyD1ZRdDNcLQDv9wPXNsLXj+9oEYpz9EOnO8nto0aQfuLwiyBYQUKkF1ehv8RQUUpQIXiDoH1N7TjBhiwbxe8vArMTgCViRfrFPZMjbvKErn0t8hyirIcF2bPVYdQvdn0/FQLux0Ffim1YMeOdh7YNoGVEmAVP6Gl4Hq9oha2f88mAg6yslmXLpwPmto76egDpW6gAnTsiQZIgEkEoBv2Er5Wgu0igMTnpAAtyhvz4ZCCBdQKMUU9OuA7UA9AO6QU+M3QzgP79ZWdMTs1TqzTlvXWcfTUUZtMzB6AFjvfkSHkEHTvUQrYo5Q9Sna04GwnagW+//Q9LjtZUod2liRoJRgSyQKVSrDJC8wLzg7AFK2f2CG4lhoNXhy17jADWjtgZihWIBvL9SjmXmEmD81GhBYJw/uT9CKSQYfBgGO3oR33+4GtsrSxCW2gqGIrFaVW9LB1D0cEX0yABIBU4luTQeg+iEUIzbWzN+z7hrTJvffpXyHEvAHOAeW8vt1ukTQKdTQPfy6Cp3U/z726B6PWzVnWF4kSkSylxkj+WCEg7snCGW7B6p0uweQfeCQTTYa/NIPnPEbwPB7D6s/HXUkfvrGZAUVwdsO2Vfzrv/4r/vt//a9QR5R/C1uHd8Prp+/w6S8/oFx2dAF+eX/D7XanXp9Ugtkxzoi9Y3zvEg8OcGd5rWIHnOLrPTx2cTKXOjLODwBp8fU+2jGmfydjDSTzaD7VBHw0bHP6aJNhwgSkw10Ds4m1hAlUzMRt2ll+14Of+BAlLiXf42zLzXwwTg9kgg+Cpim78vFYAILfnr15ji/f+QxOffEeWZ71fNMH55mllN9wQeMzD9GNAy4ZTXbMJ8KTiodNXHGNcRcC9wMZz805NW9Pxx4Ut6UYcidjtcWp+bmJK6gyMQZc4G44jhaNwRzHnQlKAau4FDmH+B1iCYrq6FhbImouSqFuh86uluZD9y0Zlb91/L6ekblqfS6Ylc4I96BcIYzyMgHif+6PQARv/stFa8HsyCh3MALmGTkgtSC7eJj5FFTVyEZgdjODZ72kr3vSQ0C/ZlEeUW+ZgTuCrRCZC17wvOduLAERILQwBHZ2Bufw0apvAFEeyusqoEvvo1a2qMbmFU6j+3Cy89q6G5B7sslY/Hm1+Zy2WgIEmbNVfYQdkaEfw0sHYQGQfu+xlk99Ubb18EY8vG+g/eO1+YcKJcGCDqAmMfksB33+JgFGk94ef7b4+cRkGa2f/X753NB9qdnymw4Hp0WCOwggiGY/W4ZrBKvrXJIEnQLUoII+wrpQYTgZY9u+Da2kuaJ4kc9U4o9AjOdhXumOBHqX2uovsg1x3UZnLo+kQ9qHn/mjj7lO4YDWDXvdIE7K+XE/0VvHftlRLnUAOSIsMyglys8ADGaSygDOeNrpXI4s0voswlGw+HdezwocCST0Fxp1b+IwdzTruGxXnK1jrxSNtlKo9RXBnbug6AVeAO8HzO4QCHoDzA6yTBrLVy77jvM88PL6is/HZ9zvJ9qdddrtaAEyMa5qjTFc7t/mwNkcwIHz9g9c9x2lbni/Hfjb3+/49C9/RTdDMQpVUmxyxyYF2IBWWF5UtoKjFBzvb7i/f4a+AfeXiv7dC/bvv8f3P34iGNAM77cb2HqeZRSXC+e02cntzzRKm5xgGhzb5XtQR0WhlUHuvhVcr9+jt4azHXBzbPXCMqjzzhK4Fu2TI5guqtgKgz3oBXq/o28HA3B3vN9+xnHeCQScB5lITgClw1Hd2AkvnqM72Rc4fIDKWtgCnI4B4J/fcNmuMBx4/3wHRANsugONGhtn63h7+4x//Nvf8frpBKTg5RPZCaS5sTRI5YJS2eb7PO7Uu2qGy17x3Q8/4v3tF3Z+s47ST/zjuOHl9YLjvmHbHaXsoflQRkknEEkOF/aE6w51g7FYDwCgcgG8zPuLwFIgsAEOAe9v76McF8gSGo0gmK9tylbyPSJZETKkJLrT3U9Dt5MsprJF17y5/npr6Mf9T9Ft7ZfjJz7nABO6e5Socs/vveEIQD6rh1UpaK/CZIFEcklBRlkf9ofPpKhCdsVxP1C0oLnAuhAMPhx9KYt3pz4akMQe2qF939GaoOMgwOsBD9qJZm8Q6pZj2xWitFduZ9gIR9AyAbAT76YVtbA0ylt0QJL0fYITEPV03QHpnaCILJstwEkUgROqQrYSlODGNWVA3S/oncnI5g2lC/S6YdS8GjW5UDZ2ATgOQDfMunNE8Fljk0xP3wBnp6+6bRAVfP7H3/CPv/0bjtsN21bwX/7Lv8L6CXhDM0QZXewh3tDBcZBSobVApeB62dCt4/32xtLS0L8yCDWltg11u6BcLgQm+om6XVC3C+7HBYZGNl+VKOsB+tlQyytcE9gp9BvccZ4+y18BQCQaB0h8dwm3Plk5EYAIAZ1yqUAEsAYbw0aNoek7bLXCzNHOxn1UgOIzGVW1oDs7idLnsPl9wGBgb6VCLlfcjhvEZNgKKRkEM2zMDsvptC3hKHrrQCV41s+Odp7orQ0bw2ScBlvF2OVRyXzrFsmaRXOT+39HqVcCIQFQM4AzzmsISpQZmir3ZMkSd4BsSI7Vn6Gstieom7VUTz43/w4WhmaCYnqYE1giy1kKkwzZ7MACrHu/3fB6uQSTNrTanMDrcdxRrjskdMXe/vYL3v6//zvO3tAakx1ABuOyPD9n7DIyxxI+8fjIQzzHq+fY7wL6K91Qi2GHowqh0hVCWw+GL4G0eNwzkQcM4AiMvRRcL1I6sICSqYf2fCQLKUvxkriw4o1ZpjniogEiPQFGT7/LYwhjuwwwAQAlG5bPoSxVE0+nncw0H2//6H5+6+C9PcaGa7UFlmc8gexv+Kol8NPH6Uztta98LIXKPf7twsqojFlpwcgyH3hE3n2RdHRo0waIFOccjLLxbXB0Mr9T+HpgD8QFEHsqY0PD/Tzw89sb3o8b7sedlG8FzvtJQHT4QBiaSSJOvFUAMqE8njuvXlVRax2MXbKPHYaO0r82Uo/HN4NHySJZUcKiJSij8kAHWcGgDFg9dokBgkjSu2ZADcxJnULXHJDcoPKck9FTSgUaDU2CQCkIm6K4cxUsj/EJyeT7HutQJa4dQkgn6XDgW2cXBwBYmEztbHx/duOCwPykWKqG/pHIXDSIrHo46pnXtQhe2UrPlrURbQCd5+5GxFBj8nEycKMqhQKwRPOzVMsHmwJhqCY+wc26RylBOiIAs3vU8iAoksEw4qoR5YjeQ89jC6ekGSZlfo57OhzdDOdxop8Ndp7w3mfLVmV5nyqDWgeNgGPNufNZrYykrx2z8IfvK8vf+ftxfU+f9cjcCgqqFoza4MTi8t8BDhHEW4Ad93CaYr4pyJLTyKKmYM8YnzDkwg2LlOnxBB9AjrX8bz0+AncejDXIKPjaMQx9nD+vR/Me/wzgkZ7o58HadyuAM3uf4phNegRe0+3pvaN4ZY5IQiCxlpFh72aj/KJIeRhX0jxpbFUE9RmpdxvPgy5q2JNh2zrMyZba6s4s6kn7te07vvv0QzhjMpxbhzALYh6MkIZt1+HzuQFiDmsd551rCQ5sW8V+ofj33+7/gAgZGtaCptsziOelZ6xWBLgY8MmAv9Yd15crgBveP9+geuDy+gJXwfHTz+iXV+j+iq1WlG3HZb9i04rzONHOFmy1hu4NJfR4jvsB367YSsUP33+PH3/8CwzALz+/h8YQb6zpGayCk2VqEt2apLALCxx72dE7y7EkROK4ToLdUwscNewz2ahdDMcdXIPOjFMRtk5HvRJFEwNKZ1t4EVi7z+fvHa0dONoJqRV2nDC8oZqza1RqfQD49P13BIBuP6N4g7phN8HeDOV2w/v9QDtOOi3KlqslLFNvB27HifvtYM07HP/7//b/wT/+/g/85V//ipfrJ1xeXnG5spW6deCyUadGgBDl5RIWBS4vLzA7EUTtKL+L958AxdzpbKgWXMuV+jdio7xwaIK4hXYThv4AWYqxLEWAwjbzaUcuL1e0o3GNlQnu9OhW1KM8MQVw1zJM1YoSJUUS+09vDd4OBnynsaNgb7Ms9w8+2nFAZCcA5GSX7aXgum2ooK6HdYO6Yg+gu8oGt0aGITZCdMJSEOuhfwYdzGp0H/vX6+v32OtO0VgUfP75ju9/+B7v8h76SFFue+9oduL1cqW4ME5u3yKwkzZLA8ih96UQ2cYaMXeYSuhOheOtCZp3uGdyJIMO+k+tdVQhgNXdYQ0QIchSSjCA6gZoIeuphZZWpZAy2gkxhW4KuewQEPEuJVl2LN+lQxTC4BmVeF8iiKVofUScPh2C3vl+CINiE6Cz8cDt/Y77+x1+ZTnB7QaY38l2gkCk0mlxxacfXnG+/QTrEqLn9CHfjwPENsnm24SlwSqK3hyff3kHmQ0cJ9HChEA3bNsFpb4MoXstFEalBJ5S7yh+l8kGi+5gRQuZ7qkRGKXPbgJvBpSC+umV7nGjREPRDJyW0poQFPbhs/Na933j/oJISkVw2t3x+fPP2PYdfmZzkJmApSZT6gZ1AnLBGRnEJ8mmFiz/UxPAO85+LA1WuOarCAXc1aNdtY3gnOci6GYI3SYzbKGd49EdExLENFWgbkCL5xwlp1nefpwntEkkO1hW29r5UH0QoxbePYf2Dz8iFuu5BB5+5eNvsQn2PyQnl6Dbu6FsTJpYlHmaGe73Oz5//ox/+fHH8fyGZr0Dx/2O7bgysa0F27Zj33ecx4kDAOO51BTic4lIcYINfBvZrQM0EJgEKyeYbVt0Ei0Bmm77hu2yo14uqNuVfrmDjSssbB4q3DcyXYXdaVPgewJZCWJNxCKBWOINYUFFyJ7LMuYAI8I6fvF4Ziw649cEmlY0Zf2sLK8/nOuD14AoXc0ASoCkCkj4xPNZL889/Vhk9Pvo3/LtX09kP4NODxo762UuIBLk6/fwteOBYQUChg6Haca7Mv/YlwvSE01CrIN8bwJFiBKv6Jgzyh9XIAlOXHNFNZGVEDIrhmaGeUpcCKBFUbeKl5crrLNz7/39FoAuM3TtPPlvJ7MUzpLelsmC8Ri4dlQV4gpNfCHALzcA5pQN+Ibj25lHuWAGEpcMinlhWP7pYywY2MIzqzEp5TkAqW6/UrZGK0zFcCTpMNqg6RE1o4nREtF4fD5LDMgeyNIvWRZ4gFeQAI/rcHLWTi0a8F0CVgAAMZgFdBBgAESi9h2QbhTADD2VZFFtdaMDmA6yILJRGPeT157X0FoEsBGgjjZ8DmRnoTnGGDoqibg/MCJEHmzAAI6WezPoQD3Xt+Y9jg1Apj0Z78yxDQBlbObLhjKnSACJmBnnPIUlvTPsvvusfU3WUX4iQaDfChOef5+fkaff52v5d5b4BX7HwBoKrTI0LIDJLpnMorlBPgcy8z3RIUvmKNL2LMCMgNl9pz/7kLHSAJIiS5bzKr9jfF/8f80bPbPTkr6bg/wwTdYFvYCrv9+c/3OOLDHTKK/QyCBqiNJqWsZYbxGKjgnMdaIhJj0Bud4NkKCGxnsVEt01OiRYRCoC6QKTpBYru6KVEtlem5pqaQdBMWPUMsRzS0nwqtDwd7JXJEpXPB2HAHitgc970Ci55s7WQZ9b6CipsxymVrwB4dw2wEjt3+uO//7f/wVF/o6X3XAeDEQU1Gf+/EZ2TTkF5VJQvlNs+5VZD+24Xj/h5fqC/XJF2TbUbUdxQdfoEpbNFVSwvW7QW6ceXVVsW0HdKEbbDVBxli2FLybnGRlIBkgdGK3LaxFUrWjtgNafcJwvQN9QC393P8ipLJXd3Lob+slglJ1euOKKVlJ5S4FWwaaKrojSkA5XPju2OWU3IlWglIoNDqmKoxvsbDDcUGzHXje81NAtqcogB9nlh7bBwC5WDjrR5g6oQo+Kbh2vqtgvV2jZ4d7w+e3Azz//hJ//8XfcjwNSFPaDA0WhdUNxsNxDNpz9JNA2xIkJgJW9wlFhzi5JaiwdLErBds39bHXKHdPYD9vlg9HrCrhsMBM+C5HBgMjDQTt13g/slwvcSwimNrROoI68XAaMIluUeoUdVpZfZamfe0NvhrptaM1gvZGtFIGix58/+jjPk50EtQa7TbHtO+x0nK3BhM57LRoCy0CzhnLJvRPI3codaG1mp0sNO6aK7h21vlJH8eUTmc+py+d1KbvW2HO504zgAYt9AkWC2WVxg6CilA2lVKhuAQxlx8gKwZQxaMg1z7brvRlgQC2XIRJ/2gkVup6OYHmc3JmqKkRPUKwBwBZ538JSjwFWjH1Xp3Cqcp2nxiXpbzLnrxm8597oS0DkIHsPGKkpa3xNcxMne+X15QXlv/wrvHfslw0l9pPvvv8O7i9xPmpZaWFrZLz+gH6+47SGdiet8zgOpN7KKMtR2iIzshjvR5TKOpBi+rVU1MuF2pwQgnm6QU1xShRIi0BSwD9YICNhG9pDTAAW+MsVzZ2LeOfOOLqFgoF+c0MthaCfKdwb6nblc4ly1dYafumfUVFwdo6nRhkaAJg1nI2Jj9TboO9PZrZFWRjnXmdpYG9zj1aFd4uSo/C7VXG/HfAWAL9PlhMsgYOYh9YffSe3CFoZc6hER8HQimJwH+WzguiMSg26bmvlQvi3AMQ7vDMRxOYUhR0ux6yQmHZzfP/Iow/tOF0c4NUXz8B58fGxXHoEx0waVDSz2MP4nu7Uqrsf7Dyavq2mb2ssoW/tRPULO81uFXXfIeXGrxgxoc/AfLnUBFJSQJkWLq9vCYrDZJQH/3x42xAA9eUFl5dX1JdXlMsVWndIZXOGUk4gJPFpbBJcZim+iY/4h7FLMNVDz20AD8MDCDJAgAguaYHH0I4k9Nx6n3zvME1fJHBlvGP6++svvnb4BEnST32UiZkAxxdo4+84clal353fu/oYY93LfMZAAne/dvIPrm3FbeKF1TPhGifYT6aQjfnCJOR9nmgAQxFzZAJ/Bfpifnl+0wq2mcOz7DruJx8kx4AxMcJeqwrqXrD5jhfnXllUA2x3NmdpB2MSxeOelsOJTO/kVsh/96UEfYy1CFadxF87vhk8MqOwbpX68Cw8xlRLmWBJCM6tQXMiokkNzcnP1rU6Aj4z0vQnGhnZrFQ5zWAkhyXOlSyg5aomuDHS83RqRgcjOB7vxPPShkFJhDHPnZvJOkkEc0POL16BsDybltw8FmOcXxgnz1KXfHks5rzKNZMh2RWCrVU9dG9GgLKIAZMlNJ/nnL5zrHJyI2/PxyiMn9PwT+YKZnna/OiYpJNxNoPmZF1hoDI+mAYZNBIMScBk2oMVOMqvzNe+xjry5c804TMJKR+8L19f8KFxbSpALZPkmmdcQSM6JPIwDmOzW0yXxvWPck9ky2+Z8wyyfuQr95fZ/fl6bhjy9D4srzvm8xzzdTCmMDsIDKDl379p/LOOEow71WDYsXUMaqnQMO9rGKmQsQlNRxQBHuVEI83Xoj4/HV1VZrSyxCQhv1Iq3YHYXAC+R8fmb9P2zMUNEWHb7uiaQ4ZgbD4BoEIzY8CstkuHayV93hlAFpTYdHroLXjchqA3Bl8vn15xf2vop+PmNzL9OnC2gzp2oUFTH5ucBdupQcuGohV1u0DLjuLAfqGeRikbVOooM2DpBobdFbAL5fVaw1E/gX2LzpSx3lOzwo0uoBt6a3j7/Bnf/6CAbwhJEz6b3tH9ROsN11LDmYuGByrRJcqQYs/eGZS08wx2hEfMxpJFlVCScQmzJAGmL+waVZSNa1/VIaej9xPae+iF8I3uhu6VbCytQC3o2w7rUVbVHcfRIDvFsnuUuAmAjob77R375YL9egltjo523nE/3vH+/g4zw8vLC64vVwIw7WDZthHU6v0IsKICCuo3AdTQE8DNWANf4llpCRH2ySY0M+goz+WyYMJDgC7Dx3Ox6OgkS9JBlm6Rse9apx6LbEhdB/NOwGewKjkI5n2wZF1Y0vOwR8NBHRJFP1swlzATM/hVk/mfdhBoFhRQDF9LQZGCdpCZMPQOC/VAykbR5eNm0JfOcpoWNqpQg6b18AqM7OtadpznHe4MckUcUgziNvYbPlcy9iS6BJVwEld6/vAhzFM7OTTEWHIFlGjhHmB8dAcU+KDOJys5PabWGVTbyxV182CYsaS2aAGOE6Wy1IClTIZROpbgTTBlBDNREy9EcnCC7NFicNie6WpZWusIMhYfzFs4Eh1D+EfCNwktI0BxvbwgRfZrZUfB4fvG9biF/k4kHuAFKuyq185GnSiZyT/q0cWeEX6jmeM4CTxoKdiKMtFYCxwFLcTTsSF0NUiZUi0oWoMtHmw1BbKDGsGjJWQ+T/i2hTsbKfll3T4MdSwqH9cZfyLh2Do7jz7wt50gTm8Ga8ucKcAonwRDafce723sGtgPBvylUD6h9UiwCrK9eoJMQ3pi8nype2pOENVyv4+GMQu4rZHEMzNE88jhr2WcgrD9K6NisEAAiBI0alEFQR3GJdANW4lca78aAf/nHKNqwGbZb16wx7+fgYkVUAKmP81y8hib2Bi6Rdna2y3YlaD2kFL+wRGssNAQU6H9qpW+0FBnlzUIlxk3QOYaHleDEbNJgj2avrwMJtxIrq+fVo1qkRKMvMlaFFkij3iGCF+FyXwbYOWoBECuIe4Bs9QtYp3HgZ1+YRiSR3mJ5VpXMOIrm9wKqgHAGq99GCRh+d0QR59xzbjv5QvHOlt8gzE833DMyNeX+5+XKXHSsd6+OK8vQdvy+RUAffzfB1UW6Vesr0dZ9bBPG6a1ypvkmKa+0MP4pv8vmBU965zFMn8kbyziAeVDG1CrAIqCfduAq6N3Jiha7ySW+AGSjVidwGfuT49qJixHbApEPOPwEqB9MCX7ChT8yvHt4FHQEjO4cQdaCCwBuRHG1Qbqbz0zrdwcdQVYgKi513B4GGibc+PdtuhYBsBH5j6fwzIyz3/HOyQfDLJchQt9DeSXPMUAupidKYsdkiiTiGk+DK2MDWggo3kNuiLb44pi47JlIj06bjzmhjOfvQ8QYgJyPsCMLE3o3qfBkmz7jC/OG3sifHltftWysa33FGPhacyw4NrjHB9YjWUjXhld+XjM0llMoCmznyCtuPNPnj2XX25YgslGehgzTFDJnz7ry2dkeS3/YDnXahPmOARl8MHKrb+fDkfaiI8OAaLFIyZFNOeWjHcM//f3uhsL9DdnVzow2eUvDdw6X2NOE7S1cAAfrztW4e++pn/GUegNE+DRmdEsqlDXud7H/CIa2U+WEagAMDKKXKNkI87dW0dzUOC40PLqsibSZtRacXqbYxhORWZ7x5KSaTMSLNq2CqDQedHp0PaxOcb7w1GvUQKTwXZqRZp3FN0CQLsCEcyxc6Fiq2QFbfs5SsO6ddyOO457w3EGWOUYtddpqixe01JRdIe7wnsEKwEcwSVEpg2yK0Yr9tBDoVOouL5c4NbRC7tkHceBdhwgIyio6WNDNVg7Rxy51dClChbqeR7DHmbjEB3OT6dIN6Jrm3d+3/021mwR7hUWYKG7oouhNXac6p1i9KEMG4kOnq+aQMXx/n5AnSyLbqFLZ1s4jY69KJo7y9EiAPIA65K9yv2EzoO5oTXHcR649JO6U+eB3s9oqc1nep4HmW1m8GDeqHEdWG+QsgGSexq19XIg53xKOyEYaEHMaz6/RtAhHTOJeYDJxu3pTMcaTNOVHdDMootm7E9nOwOgYKDY8+eYy5z7ASTGepmMEwABcjgwgvHRLSnZrukl/dGHAejU5ilCVqFEBx4LVg6EjAanVAYEQD8Bf4kMdu9k1JS5Z0IKMqAaAE5sWMlo0WRXupPRppXP0vjUi8YXLgfHEJE5xyiRi50IyXDuYkjRV7JcbMgIbNs2bJ8qy4LyfNPvaAAKqlY42AhAZbLkhvcrCHq/Pti8dCCokSRjHB82Y5/nms54+mrpBUgYuKA5J70YCaRE9mrMf40AlOyT1iNROIBXBBOvo6CBAgQdtZwQ6ciGE4Plp49ixbkiPcAYsiFZulBUoeZ4uzW0ZihVUTyeQSko1YFSgqWaMRUX7ABcM0hJv7V1WHwGmP5Oc4KIJfZTDtN0IEe3rATsMmB2jLmYvj6lo3wMdSZRRpX+0I2M0tVGNooZAbJkZbTzIChnmajj+a2xO2OOf7ITrTtLz40gwupTPXIPMNcJ8AB4j3sEfbRkrlmuB0SJbRG0sw2xeXcEc3lxEv8EgNF6pD8+CQuP/jnmqgEefP35b5ccSQav5L7xPGaGozfc73e01rAt5f+q1EZiowWys+lHFdS6P8YdT9ctItHYJ9e1z/eFQysiAZLPz6yddR9NRcaH6W99FA3kudfXIq6xjF9WWYn5eVoZH763xrkSyBhjn+tSIrpJP3yJuZYPjCv/YoCerznuf8Qjv7EtTlxuju+6dh5OH/9ft1oR4Gk6/fr3IWzCsCmzc/uXY/74uRXsnIDsR3+H/dEvTvDliWXOeYDgzUP6OedUPpuxp+Qzip8Vj8cYGGBkn5fvzD0vsZD8jEJQN1ZGXcI2taNR6qA79H5niXfcJ/2oeIjLNU/wSKLBQYwJwr01MMH3jTW13655lJuwR1Xkurbcgx2STvs0xAIZCyJpWKSzIoT3FmfVPYKqRy0VPiR5OOf0UAXrj+tA5b9HG7qB+j4byfz+dBp8ud6k1vKEHYjgcdVTWq4BGBNgnt8fxgD+CNqMwBbrpMG4iVwkM4PLd1HryFDrtjjWeQnZVW0ajbSk4/ktx3yUS2blYYsFM1i5ONbPp1H6qsUQQGaQ+/C9niyjLDVIoIwTesRty2eflAzAPiuTxZOvG6Y+0vOR4FEKZT9d7eNrY9EBjzbNH+3pR60L8Kv2bxypK4VR3z3Hp8em9lvZqg/3hNw8lgHkevDpNSxGhR9JKmZmozHX3rpLfMM1/WcekgbYHFqzJCNo60N/wKK7UIE3R7kGwyVKuEwFpe4opVIQFnNj8xKbiUgECxwLjWzZymhMhtEAjzrPU+rsslXqhn1jFxoGDAwaujFjnUy6dMQl+OAqAtkoTqpe4KWiNzr4m4BZ/VpA7YiG3g7g/R3tTpp4skhLKbBmaP3E+1sjYPSkHO8daE6B+WTVwBX9ZFtm3QX7dkHddjp1vY81bKuODS8czQyvV5awvH9+Q3t7wy+l4Fo31G0LrQvAnQ5JqQUvLxfUsnGc94p926GiOM6O4/1ge3sReKjia8mSu44WtPIhXA/DcdyHJl4pZbR471JGMuM47zgbRcfNWiwuZQkcCsenAEDB/c5z996o89QaLlfgcrkMgFDaZOGW2FO2vbIcpRToVmP/dLTGtXq0O47jBgfLwUQcP3z3ivP9BoClfvSh2Q2vWx8ddBJAUVOo1NAn4UIn02iCZgzuDFZmYgTIeLrHPJzJirngMCaKu0MU2Gp2Ue3hILFTESXFWbp4v90H4Nc7x7e1GBtE+aiy9G1+kbOzZHQFM8EQuiVrK3QEwD9/FqskLmRG1U5NGwhFnssGdgo0QBW1bKhSgYg3a5lMsKwDYUDKZArBbC7Ws1k4g4jkVowhqNvmDqgU1GAOupMlRjCJPkR0bEAyMc0c0if7yOHodkJQUPSCox/YKjV+PGyCiKBeLlAVnCdFqq07BCdE+DlYgVmL+6YvmUHdoxM3RnC4WAlGwyPpV2JD1pyYghCyGSXdg8GUYU6+P/dDX4zdSDcRbHeXQXv23keJZU+AWx2nU18CWoZzIAgf0YEegGGVBqhFaY+FzV/XFZsgeOqICtdeKTrmghaFI7qdetwGMPaYUnb0otF5NUp9a3SyU6NmpLPbDmJP0bDJEonGKZdLrRvRSM74HPvco9wR+2D4Fz3YbaHRpZGBIGjYR+mduc3yDZ9ZchWWOnmI+27KoE2crKXeqA3Xg6WuQjaWn51AqRQ+goiOrbfR6MIV7JwHjnV2QM39/fHP6tckSOVQqejiUJ1i2RAniFcLfEPs+fSxzNKnf3R8Vx/7jzz6Agam77RERiNkeP7d+i6GFMpEV+wHdFenvkpRRe8n9q0Mn5HaaOmPdD5zLai1Yrvssezk8fvCGZq7goyL/2I0ZX1PSm1M4EhkjW3Wte9jjgMrNPV4ZDXLrK4AHlGZvLYRdlHLRsAkznKRvnTvkwTjhy2Mu0w79XwxS5z4cH0ITR1Zhm4+wIcx+trBz6wUi0fQ9deOr43bV7/L5pjnqOsH9/VN3z3iLQmfT4YotoxhzO9anzeA5W7n8QSmjAnIz6SfMrp7xjVAJdUy5n0up8hHnFHjqIJYsQ4BwXkFNmxcW91wXk+044Q1w/1e4Uc0xcAkX2CxYWMtx88zyUe/0D3KWG0mBn7r+F3d1jJjMCCNFfVDCiLHRhj/FiEqL0vZR6WQEZnFIWxjNkGRwW6CIBHtlbI2nIkY9TQiObE9UAryfJYMwjxDTCIFJMsFJMSLZRqZ0GNaH/4XEzqfik8DRrbz4+RcWTfreI5sqXx9uY0a/xh7cdZv99ZwuuGaaOU6RjodQYCq7x/iiV/czqpnNX/Z45+6fGQm/BZ3fTGorOUHEAJ0Fru1KiDGa0TW5Fu2YSbd6KHELp1mzEW3so4cj0r69vRnvdXpRvIoADL/mn++MB7ho5bQwUSO9QKIzeyAIfUkxmcHgPN48uG4wAfj5GEGPDgzixXyfL6ZLQxB3xyYZe09H5N27GPuJkqdmWxkBtgcqmxz+lGrAgf+FB2N8uidTBNVDcFgId3ToltalEUpZDBrKKqiQABlmgX7ACBk9eVeL1B2cYlOesmYlEItChdqlJG2njo/07mHM3CvEWAXZaY+QUh3BltmfBpqjYusMcttyrklug2tDJUCU0UXUsLPdoeXPYCIKDmC43a/4/12w9vbG8dGyZayxgdrAD59osZRC82jUsiA6BZ/MlAHtU+0COrLFZf9gpfLC0opaK3hdtzRugNC8efaNxz9xO1+4NPrhWLT3uGFmY7jdsPnz5+x7Rv6vUWJikHVobrhcr1i3ypcOM7bvkFE0TvXX3YMUqVJV2WpguNgHGiAl0o73BsZHw5AHWc1srA67VXRglIEt7f/A71u0YEyLck5l2AEU8lqPVtHO+5sUQzgiisDPwE82okDESSVgq0SCFMAIhUvpaDbieM8wFb0jisuMDvgLqji+PSy49MrOweeveO6v2DfK9xP3G8NWnYAHffzDkCwbVf4brhcLij7TienVLYMlzDe6hBTOqxg3b9ZMIvPsE1ClsOw7cuao9PR2GlSAC20V2ebTnUyYQAyqFJzxqxD4KHnR82RHixjdV4nQkcw9xTVEjanL9ewOvLAtOTf1jXkn3lc9wt0q9jqHvpAhdpdraNWAnul1NFEox+N9mSryx4cwslHRz+j5XQpKLpN7aDu8LB5SGBUyAE4e4PKjlo3bHUHPBsCcMOwfoazSz2xyx5sTTspEIyKUl6wlR1mivNoQF3XgMUcJ/uvHRvgG7ZSULYOubySxZKNBQLkdCM7atNKp4B3soxeRq4AWoqgc565M7CRpBtK+BD9Du8bihmglULHw4cjqClaF8cg9tVagPsxMlW9H/B2QPyEG1l9rbHRAYDwAWJf3+r0s4xz201gqBCtKEVQ5MSGE61tLNGptPutteGbUVAdoaNUYD0AIydbT2QHAHx6rfj5jbb4OA+YOLbLJ9SyjWBDEHYv2EAWPsT0GTDmnISvXNJd83Aj0h0oPrqNwZm0TCZZrXWA6V0d4gQnBRqANej/b+xpa0B8tqM1h3iPBC1Q6xbPv8LdcB53SLHYEw12hr7RCG74vXZSJ01LGPso0e3HOX1s6OiKwtf6mAKpT7MCR7QjFYp9gFHiBvENWk5UPYd/Ze4skb9yHzrOM7T1OGcAtoef/pyPMuI/8sjYpM+Ibvklf9L0C0fAPf8Gwk8Jm9PA5IA5Qf2qin/98Qf8z//tv+L7l0/ASeCTjXccXiq++8v36P1EP06UCwBFgOIOKQV7KWTYnkZdKyXDS0cZayzl53hw4ibIZkczQA9ms0RYHSWNHsCuuaEsewoX05fxmccwzSg44kj4/PIPx/3xGSQLOK/24bdxU2tsN/dVYNNHf/Xxe5aY+Gnfzmv9tSPgwwEgZcL8o7ji33uMsFeSTR/rQw3Zhfzfe97HkFswIvT1UT7F5TOJvhI80nlb7l0crkf8fk1+JHA07exyhlHlsYRpC2iYiRSiGUg8QgVAhbjhcmUsczmuo1PyeT9x+h3WOsH30ETOuBR4nKvMnwhMle5VgK/kCJDx+i3H72Ie0aFYqZg8zB3SDSl1P43vDHKnHgyz9qXw5979QeiS3YvisgYy/szU8WUF/vbkWsEjtlKcRp/iwAbUAjYejo1ibAwAsx80ohMEymvwyLwsgAF3oAG2+XINA3W3Wbv/UCoWF7pqT2gEicybk1LMjDhLJc7SQjXd4v06zvuwYJ6OBJeeARONccqjxe2uj533tgAjIhEwh95Vt3CC1u9bFpPOWZ20Zg8HxbsNlFRDviDn87ruc70+MwAz1OvLz+O+lt+tNleXz60AWSRIoQrUCtTK0iLrNgKiATwZqP+xcCMJxMXZxxzge3KzozORN7h++zwHIvv3Bfr1W8dIr82Xcg5+8FUTcBRhqQsyM5hlnXmOD+btH3R06yhaIoMlEVh0FAh6aH0QPIq27FtFrVsAIR1a6gjW2DmljfmZG0k3MnS8G7Dv2He2uswSqlIKTNhNyC26xAhrkzfdUeoFosyync1QSsFxvLPLS6nYth0pjpiARDvPKBsQqJMthFJwGEjv1oJmDa2dZByYwzszyxQhpY1rreOXX37B7Xbg/XaDCNsh16rAzsz4p08Ne9lwHp1gyUXw3afosnhveL8Bn0+gv92g298A/Bf85a9/wafvP+Gv//IvuF5e0Jrhc3+DQLDVgkMkaquZMLCMTpD2g4ywdgje3t9QDgZUm184FrFmSoq8hpV1c2RKtFbF9XJlSaFRjNaFSYFtrzjfD9xuDUVPls1pwafvvsMvv/wC7wxgSu1AIXAjJqie4IYF45UWQwV4fb0C/URvUdLW6XS21nGcJwyCHR4aWkDrJ/AOpPoMdYiAfa+o2w70Dqk7alUc9zu6ObbdUbqj1g3eBXUr+O77V7zYFe3ouP4/LjiOO1pjgH8czhIkd3RXBpkicOswYzc1MWfnM6EGk4cTTaMXAZtJsFJDb671h2TqQ/eV9AeWP91svF9VcZrCpFF3BWQVsC347AQ6Ega9EwD3x+8rW401njqK09l6PEZxwPRT/gQtjfayQYtyDjvgreM0w+2XN1w+veL15YrsmmKIVvZFUVXx/vmGum/Yd7Jast+H6oai+9S16Y5+EsjpzVBbg+8b9n1DrRuqOd5+emcW9LXictmxl42tsm+NsbZ3SJSXZqfWul3wcn3F9fIdtnoFvMLuBErLlmVyJwro6LtvaAd5wKWwnEmdGly1MNDpFh1VrQNRXiWhuTN9KsQ+N5+xO/0DB7u8CXwA3FKUJZroLGF0Ai2q9uQcBHuTjktcAz8PPzHa5SqQIs69nbE/p0YmRf41yma7OYpuvEYDmUWW5VuKmqVsCFhk416D6EzXz0JNKKdw/afvPuHt8xu2fYfsEiV/BW4XnI26WS47gF8+nG+jJFrBznnJ6FOBexmsvixZrbVA+7KmIogGIvGB2OtDf28+EjaImfvfhlIuuN9vsFbREeYYgECx1ct4jvk8NH4+24GaLpNx/+ztxHF/h7cM0HhkAYkZy2CtFaAz+epd4GIw5XNsZ6MfE9Fa+uHz+cTcMoJ9IpX7HxQql9k4xskM3zaNpEVBlwotZKYOjRVfGUVZuTA7Es+yWgTI+Acfz4lEPMMjTN3P9+XHJrAEIFhHEkCyjudrZrjd7/jpp5/xP/9P/43xtAo1YkA7c7vf8eO//hX1ukPOjrd//IL/3//1f+P+/o5aFOf9DusNGp25LfcJW8d8Qjf8a9XpiZcy9hAP/17Gz3wufT6fqIQQI7Ap/vysBOx07QGdKRzTf6fPnItlja5mDPjwGGQCT+P3ES8DGIzLtRpmaOoOu5RxwvMj/tg//0LLSiawMe9SlnH68DTL96zn/vX3Pn/u8TtkfnesXTZAiDH9RlbMuA6fMVqOcJJLHq5hze493MdTk6n83Yisn2vTvno1g2CQAH9Voa/tADySRV4gUqDFhowBL5JNXC5lg3Wgn9zrVBXojlupOG73aFIxmwO4O9LUeIJ02XTEInGuyu6DoM1u7fZNd/TN4NFAn81jc30abPehTTM+kwsgkbXF6aM9XVgnifwLwmin45edd3xZJPG/KO9xSaLbtICOWdNr0eHB9XENUCiPm7w+LJD5w8xq8sQDiFodm/F/vlZVBnA0BXK/PDyBk0KDBQR2sCwgIMWvhYJr6oger3TAq6K1czK7groLcJ0p0pBO2EWfnl2O5zB18Zxc5v1bGNJRPjiMcrKeQgg7xqxbp95MaFsM8dTl/h/AqAjWbIhTciwyWelLLDBK08IBeC5jW7GSZwzVMcGj/Htp7vvw2fyevFaiwNn1rkO8jHM60k7J+KxmVkEF3eTxfvNClE4ZO3Uh1kqGmnOMOadz7k2D1UPvo8cYA0EzByhC2zE32AiqyAij0ZD4w5+zhvfxxkXzucrDeIqyFvfPcGRmZdI2HZBkDsqDePl5HCiiuF4ukMIW79n1cQWNRi17zOEWTkVrLGG4XC64XC7YAnjaXIHLBSKC8zzQ2pk6rzwnZLRIbmejJoOfFF9XmTpakS2+OYGQFMWHFJBiGmVWzmux1sNxaw+AsXd2FzuOO95vb7i93cZ74AbZNly/+4T/frmi24n724H3z2/Q+x1wYH/ZcdkvaMcJfbvBWsfrpwu++/EHvL8b6uWKH/7yV7g53j6/oXWDgXp1t/d3KNhFqheBFYVIDdtEpgK74BAIspNsBM0FH3arloJSFGYNqjvaeYd7D5Fcdg87+h3VCqo3dDcABMRUCpqEno5zjFQVooZtA477DdsWfMG0O27wADU0xHdVChQVKoZtK2z/bCdLES0Bb5bplEKbrOrofuJsgvN+wPYreousa8xPgiMbgU0VXF9ese8XfH77JYIcoUbVVmKvOOG9h1bNgdyPCPLIEOwWOVDLznIVS+gm9jktgNYR2Lt3OCheDNfshjw6mo69y3PPjp+DoU2zsSF3ZwPYiMYbioBAXvQ/l2DCicxEBxMlsT5FaTMj41iimUZ+ZQcYXC5OPtxDfwnQcC7NWHLT/dsyaP/sQ6AQy0CeNuWvf/0LywxbH0BaKYpSt2AkFnZsLdzdCJxgevlGrIP7NT93npk5RwjgNyab+onzvAPnFk4l9Y/UgNbvaGeDi0HVIFHupSrY6obryxX7foU2hZ8NFwCbOt79Da0LagnBZxcgWIyqBVutwfwW7BeSCUshILnvBedhaOeB23lHu7/h5eVfqCeWzpYbszXlcX9RjVIl9xBKjq0qRb4z0egE36UbtEbrel2SkkYB5izXggDeGyb7NnXX4hkqdZlWLclRWhvn7WIhbh9NY+Lpc0R/QNkUWn5h8wGpcDWkPguE5dJn29F6h7RtJC4ktKRKoTC1tT7YFBT33TATtEIgL/x1EQ9/onCvKxodPVnmKBL99xwQYxKrh1C3u6L3BvcerCOPTpc1NGtC7N7O2MvYna/DA1QC0nl2F1Du3aKcgx6Xh0C2L+AAdXBOeG847m/s8leCHSnsHsq9jftxUWW5BQTdO+IpwLpTY0wF0g3l3tAvNWyQPHSiC/ceAKK7ZzzfxQ8bGoORgE7yEO0R35edo1HIuqL2V2EnNizv//YY+J92pH3UNOaLj/nRwTHyh58dxGeHH6sEdxAxwf048dPPv+A8T1zLRhBToukIuEbvtzuun15Ra8F+uTAZpCWScIjxRszn+NsHLhCHjLCN23iP/UlSix4iseeWZNx5yG1x92IcGsm/UQnhYGnv47jkmlWljUOPJLzMGMrXSfXFYK6gEhYA6SFCithsxs0jhh5AhI7X1yeV8Se7lNoDsJTx2hefE+A57lhCmoeY/yPW0gNB4uO7/upBMfpYX8t3TfYUOW6pj2bxbEZzg9/4xjVGHdf7/JkJLHz1HHOEPnqPPP2dPz2VVcp8blNwdj5bETYmcwjc4vm6Q1Fw3Dt6A2mhJrCDe5Zbx/1+R7/dRzVBXkdansFmovc5hbF1jq/I7Oz+W8e3g0dPkS8XtQ5EdwIoeJpY86cRwPbIEKMHuLLcqqeRnt8zgsE01lEuBMx64mc0UZbPpBK5GAh+aD7QvGobC/L5wY8r+2BOrdf0NFhxLyvYNEfDJa98McRPE3sOyBy3eb4JIqgAZ2uAdTbcCC0Wj43A4WOzHHGsyLwdWZ4WfaZhGAUYnXnidsYmm086QTfqKET7yVW8dAWOFmOaNO1hk30BAMKuqgCp+RnYBv+NhUUUn1+newYxCT/m71bQKF93kFmVl5GhTgWiDCOymxHXiwBVK9skDwPHixVJll2Bm4zW4xqBkMPGXHbvw3DI+Oa4yoHgpJD8kkH3OVd8DfB+t7VeDN2YAA8P49fPGRPo928T/zmHmFNnpaejn/PQWK7ljvM8cdmmk56AXuKj1oJJF2NubmMO99DzSZZQ7z026h4ADkugsmwNwACmzMhacXNolAJk3T+M+Sxb0ry5Jri2uMasp/Odrc0BrRdsFmVz1oBwLrTs+P7H/wnt/N/wIi/w6B63bRvL+rYKYMdeK4ZWjTm2fWPAoxs6OgQbXl6u2C8boC94/fSK6/WKsjF7Lu5ACHFvRdGdujW1KKzqYH4lKE3bxM3jft5x2S5wkOG1bzv2jdne43bHy2tF9wO6sVNXO0+002AAri+vkMLnpVJQ6hai0dTBYPDTCDaBItnsyDdB1m4sX8syEYBrFrHHFaUOjRkzPud54n6/436/w91wvV7RveM4Go7bOz6DHdReXl4gUmDHDa47PFgGrjrWzuvrazjb7EKVJbpkXBIMNDeWLEGwX19xPw9IOyjQDYNrZ+YdZAyOIxIsGposqhWuLFvLPQJ1A0OIAJA9PXMHEoBoLQI4vuZRem7xDDX2tXzAuWeoalDQk9nw6DTn9aWuCEaAHkY3O9QkaNqNgJglUGQPbGiKeYfT+SfAjkSBy2VHbx3H7Rglo6+vrygqnHfdADGK0Uc3Ww7fRlaNK2BUy2YZVHQPdIk8kkE1A1UASJDb4eJo7aCPcDaumd3glQE9u/91QDq8dAIJqlB8jyqvwPHK72aowj0s/iuSnYmizG1TyCkAqMkjJWygCbJRCNmSUV7kFDJ2oy2uCNHpkg5heik5h0PDpxYy6dZOGhLgO6IbsPsIYsefeDP9kk5tOAgkSla7NXbudDZSoNIbtXY43yR8HV6TikAKWXGlcK7S3nIMM9OLmPbJGihecBzbMkks3kPm+7Zvwb6fQvEldECtdxxRjlVqJfu1ksnP55Csc46LqLAsNcTWyTxi8weuR8EOMqispz5gH2PFuShLML4PX3nsQ55rN8C04tTTyvGGQdMXjf86OF+9k2XUYUODrbcGj/20FjaIKLVGkJQEU0GtLLOuVaO0LYNKymbc5YS4onjolqJAeq4RPosso3sARVL4G2zdzV9PY6KicFFkvi+z0llVoeoPieqRvHWJaf/n8JkGOyHZD3FMn9xDG+Up+EmQAEBO7oyn1ooKuOPsJ97f3vD29hn7dz/GGiD7iAyixqYXvUHqjq1W7JcdZas4by1C2mg0BAxbQ0AUDwBShIQzSMEat2bcxCoACr2PjR26bajXK+p+Rdl3ahAG63sWUMwx4H0gfApl0mrmQ5AANAaI9CvHEtci1sgaY61x4QP4scSCX84pnqCHrzdjPBlJ0pHAyV/Fu1aZDRn/w1diYCzz4ffNa8ECYo37nIwjYBId0m1IIIaNNTBAt0yqjnHx5Yo872USHb56TSLL9FmFwvNb1iPrVWR5T751juF6v7OiaMZfa7xNYAkP7/Hhw5E8IiKQUrBddjTrOL1Dz4LaN5gW+HuD3WY8nT1GmVBnXMkmZIAhY5ooN8XHEjsfHb+PebT+nOjnV1DIL8ZzeZgWE5sGOSbJqHlH7rQYszXW4eOTkBlVjVm9OAgIcCIcb066nBg8oUfgt07gaWDm16xfvI7r06/G76k/IzMKxZwMAma0CMrktU7ji8hm5d3n6W0g4RF0ap2dBNbCLJkTdE7AmIQLUDRkRWOsRUBWzQrcxfjRpiX+62Ok0rpkYJ0lepDH0rkHcDBH2XOSEtkXNaROS3fg7CxV66Hn2TGBnw9mGx0jTNuWZjVfBx5niC5/7Ol3z9Ps+QvnnPjoSjDnZv6YbJYUEpg7Q7x9Gpp1W+Y/0/L5qM0W+dbMVcyqp3mY4Mbz9fOrYj08/OrP4ez82kHwJthDHtkWkWgrPdtP09Hh7Vk3HLcT22VmdafhnmsOwFh7AH+fbK/eCdbAnO3YjdocEASrK4bSHYMi7R3uHVoiSAlR4SE0qnRstLUwcfl7hKNOgWSLiKCUoE5bg6kOJ3U8NotSl1qx7xsAic5IzEB7ZHAUwEujbkpvDdlB0w347rtP2C87tm1DqRsuL59QaxnLgJ3PAkwxx/XlAuuNzITLDhGgtyNAHOoUbfsOPxs1D3qFXig8XgqBLTK7NpiTYSe1IjM2rTPTglLwSRWuBt3AbkOyYUxgKfG8ZICAvsz9BP9Gty6wRFi1opYovzAGww2OyjQrGZ7D2VJs1VFVcLeO0+h0l+3g/YdOj1YAEQjWSpC5FIqEno3fQeCQNmmrOxkKCAciBLsv2wtK+QVNSa3H6pQYr8cjQHdr6GeDbZ2i47G+LWjvohprRAf7B+LQEDmnHgonkUQnPaSmYTAVVQWhSMrxAGCdLed7gkY5HRM8f1i9EXRnoiBVmlnrhkzSSPzB8ief6eoYptD/cy7mjzisezDU+G+2WC8wzy6unfPRo6RKZAloBcUrRCrSVXvobojobrg4sBqAi5mxvN1bdKlqQGvBmvShMdn9Dc1vEAA1OLxugqI7SrnCXGBOxqSE/hrEUXuFiUUFGH/HJB3LiaYmm2Q4BCBsmRFo1tjwVBytnZx3hSy/kcyLvcsR9nTsrU7G7HATBQhNzWSwiyT4u/KSgWQhAgniW9hQoHUCSBrBH8VsbfhdAoJlCSyrEOAdDRKQuhWKTAK43APAdoht6J0pqskgSD+IrKZa6sj+Do1RCV829huKNAdwpNMfy9FWiXIFlyhT4BwRWbt6SmTu49mMCoDYA92G/oUm4I4Y+5hrhvRr4zMq7OKzJsNi7B0IJjQBN+sd3luwmqLUwqmFBpA1sV+uKE59QAi1OzuivDsqDmTbgGLwFg0avKPB0LxDB4qWMUZqegJICQvPctncMxRz1srT3h+lfxJjGcwuiIR/Mde+CHWlegfUPcr+wv//xgDtn3nk5eqTnua4MvfYT54NacZLWEr2cm81gqARhFs3HPc73t7e8MPrd2RZx1aRnUXZcbPBdRtBca0VR9p1ZIzJZ9LDtj8MocwrE/Hx/HJtZeC/7ERP95MXBeQFzsqZL+99xE45DvGP4WNksnwOz4Md/GJzerqX3CsFWJgh6436iFSnX7PEZsuhoYs0yRJ5mzKeG0Hm/MAcjgfgaLGhXx55o/7lvX31mFEXl2P4H+s7fHlvxpcL42CAQeNZLGtruefk/mRX1+GBjJj4W9bj81isf394W/P+xliuE2oyjcZ8AxYwSeBjfPh7iwqFWit832nresNx3HBxg8gBt5OAfI8mDD4JWiIaGmV87j3JCpi+3G9148vj38c8Qm56XwGOlptdfz2dxygpCwE/IvYh8udR8jQykXFjH5yfTvUyv6dfwe8Zf/jiaGIV2gzMAoSIrpa8rQ/nQ5xhcXtzpT1NonRasDJtYqQ0s9o+MAGHQ52lM8ulh1MVY+AyHj61sCTKNng1RWsYTTqgo3XsOu5jrPiqLQtRBOGAyMhII5yI4bhDpnDg07jQx4+MZDyQuVHP5zXtT7zPyAUSdIgYM+ZCNsHZgdYCPOJUQXMCSMkYmnPhcUnq02vr69PszPetYzSeQT6H9Uvil2mrct6RTedTxNrxoCfk4bwIBKwV0THRpCxXKOtcmiYtN6pRQgnBSql/Ptbn83wLA0AcBuvxA7znZD+trz0efwLfZxw9RKq3WlG1AC7o7qjRCcZ6Hw4+q0IFBI+B8x4gSTh/K3jEt8qyfqYDCY/ztvagCdZaRyL8qtnVwOFosRoIgZLRJqzKEJawkcyhUVG4wXs477kAYl6QsdeZvYtSStoSlk4NYxG7hltHax21FmxbwbbtBD/CA+vRYhidIs5b2yIQ5PVIAV6/+4TX1xeUWliKUq+AOG73GzaruN3e8fb2juM4Yowcbg3X6w4tBI9OAY6DbK5SK3ZkYEaQbNsrxZ3Lhuv1iuvLBZd9x3GyLf1eKtgdQkN0m+VJDFgbtNQIlIIFoLTrBEbSlkZAJrST5j3snEZJqgCi2LYLatlBsdw2AggtgiIldGdKZLSp/yEOWGeXo26V7IZ+0u7kv5UlGKVoAEcElu7HyXbsWiClQt2x7y/YNhbVdnQG8ABUKi7bC7wLThxwI6ggkSUeTR6cLJ0M0gYN3cK5jr23uwPBRoKkg+jBtrAIlOLnJ4E5ZsEimE6bFqaje3/wDzLD5QsoGydBluC4++xGYw5vfL4AyCZOOzisNMZ9rX5mLvM/+vDmOI82Aopkp7gDWuvIrGbpcLLy0j+ira9AdOBRrSiyQUWHCLI7uK9AQhuM9qFZA+xEP08IOrrdcJwFtzsAOWPef4ahsezGdhTZIFCosEMVisQfbmjJ8iq94pSDLHANx98y0HZAgeQsSO59trTmjhISOO3e/TwhCphtDPjHfpvPWab+Q7A1RQrvO1tCRXc0Wfc4zX1smW/ep6SBGVkDToHx1u8QcB1m621qoHR0M15bqSiYOp4aDDLP8Q/GAi/fAJwQZzv5bhvMhCX52WFVyHwZHc8ykcptKq45fk7AKQCsIskoj3Ewx+A0iiBFvc2DcSlpHyYjN5NFw9cTQZFgxbVgsNZIUMQ+NOM1gs0JRkkkIwiIRvCSXEAPFk/oQlmUB5FdmJo5NtY3AfgrtB1jTEwEJgoVDwatwLcaPr3ApBEw9R5sxxmLZDI1QT7EGEnqkfEOUEsZ045uqg82Vg0/XaAoUmHZiGa1TeH3m7EEJGMQVzK40vP/ow+La7UvLid+8GiW8mDFZbGrz+s03A7MeUtNq4b3txu6dTLqYj2qhPcfTN5NdwiAum3YghGebH4M8G7ak+CZzGBXZgyosrJE8mHmdWbk5YN15iE0bLkelv3JI0ZKoGHsP45lP4rhyHjTfMyfp+1qBplPzvlzdc8MSB+fzShJHR8M2RbPZzMBkSFcb7bM6dnlcvh5CRIySMBga4xrlKe/n6/q9x/5JOZpl318zKdB73sAKsff+VjhD68hX3Mgq3z4WJbnun73w2e+TG+NS/zih/WZxc/y/L6nCfoQlcq47+E45TjEYxgzOSb/aLpjFbtt6Jcd5+VKn8JPWDvI5js7vMnQvrNIfnjsXamJmrGsx94zOn//xvHN4NEqyLwegzEzhmNYk/hJv/hM2NaxaWWdsIDG1XKRxh3NRbKcQPAw+4aAGDCMNSKbvAaEA0gKJ8caHbutZoDx+AUWm9oI3gejJgQHku2T46ECSKFIaLAQmKmo0I0ATG8ARCFO4WuRgstlh4ngPCjGqhDW6Pta1kmnX8UG4mru0ZY7HfmJYOaAyBiTWQDF09l4GI6CLKtajdwkjObY4suF9bSoc3Ne44MEukaX3GWzzbama8eLvHyhD0IB17xuYAhbr/Z4/bcu/37+Xf4pyzmeZ+mDXU8fVOL55kPR6Syz9Su1TjACs3wEc8SSKk6nJQBCWQQAv7iDx4EcY/trkdFcCF++npZiQbxzuk/DyntczFrgF+EkJoj1rRD1P/m43+5oveG8H6i1Yq8baqG+x7ZV3I2ZdzcMTR0KnpeRlUl9o9Xya9HFbjj6ibBX1ItBN/TjZDCuCu3Rqj4y4GxjfEHRBoei+x0AtSaGJoSnE91g6Chq0I207deXF7zd7k/ryujES7hPWfq4OnQPnkp8zhz7Tur/9XqlGHM4xRJ0/7NTM6hbR+uGurFtrjtQ9o1lKFvFvu/YL4J2c/z0098gIrjd3nGe5wAw4B3X64bIP0IyyFSCCjUc+lIqtgJ0KF5eX/D68goRDdbRDi0bcB447if2F4FZlLYoUKrBYLj3A35uqBBUsbCRDHbJ8iloEQjSYRaIbqj7Fbf3N6RYaqkVrbPT48vrK+14c/RwvtIhplgrux211tDbCd0jsIpuLdYPWKuwqtBSULeKsxlaPwA3Pt+NXUVvxx33o2HbqMew71fAgW27YtvYeUiYS4c70O7Ad9e/QvUfuB2KdkYwrRJ7QTID6Dgmw6wMRoSGUxugtytO2VAcEOOzs+hc6L2RITeEG2X4SACG1h5UxrMfHT56rBVRdAlQTwRAlGpFuXg+K9Xs8jWDPbIHw5EMpl+yQMY+oTOJxZKSZPL+CeyTC5tatIbzbBABtguZNVoLSsvgZPo3nN+0RRLjJmGrBCwxJCPIGTAQnRzBMUCmolsbjTW2zXHiF7y9/4zjLLjcLri+vHBtA7i1A+d5opQd+07dttZPdlHc2XHKO8s7jbcF63RMRek9uKV/sXTJGYGUo6OhHQfIHaEt4MZD5mixElpBGShEeRtW3ww5SPzs6FcPPEzM5BObAWisP499ld3C8q0+ABQHdbJYxoaxz2X3XCOFhKygmO8AuwmfRzAjiwBqLAUSA/qJTemwGxxiHe4abKdoc2+zlCLbu7cQBk7b7k4ffL9c4A7c73eWjO3LOHuUVj/MfV63maDo3PeToZZ2IHd6CZ+vqFJfLZ5jkUjX9g4LPYHU+ZFBr+V8VWUTnNU/cCgZ5B6d9jqTNwS1Svj/TASxeYixZK1Wzm2lj3S64BRl5FLjGdks7TNXSMtkbSZXphfo0ekPNX2fp/kjLBskU9BG2c8a+7AkUrHJjl46pFMTqveFte2zZIgMLQVintmTn/GHHVm2lhe8uos5Lsp3PHiGq91dg+NMABiGtEjOr9Z6AKw+vBOJOdU7S9da2VF1o0+wX8jMVB9ADEuVyE5xGNYqiFEyPQKx5dkiAQQAq55ogEaj/DntgHGPYXe99MU11gd9MItSTbcWrOVlHBCMmEd4BALHTOnLlFoR3sWIlWW+B5AlRns4Xbir048vy6fGJFwTK44JFnUZsccYtnW8XB/mg49HLKNU7IvjOd74hmOwoXy9tXxt/d2YNfEvn5//le+dnyNz/PF7h2Mdr2b8+XjOD0OtdUEgYzosL2YMpctHZPkvQHeszyvTLR8fWZpILc4KbA6zHXvruFzYkKCC+pvncVL8WsLI5ip3Q28nKOegg31ocCZ8xt7w28c3g0cvr6+43W9RHz9bwZqzfKPoI4/DHKScW7ZSlkC1BOINrgJzOsaWrdklQSDlJphoaSyQGsKErZ3obWZrgAQj8tvn8YBeh0PhWAGKGRyuGwSzgzPLkkG3ju+bQfXK88qAzJ3ggkQeyNyBHooBvoAYGrhoXBABoEQAFWpzkUwEskSSjVlAXSatC0EWJtx8zHwXwLuPa30GikK3dkxQWcamSIyP52J9nBsrEDSBBYtA5fH1UagY72eNfYoQcx48YJRhO1ufIfFcmrPkzAGcmJDLR2DQRxIY092ekM0AnoQOblEys0rJjKJgDLrn2AQQV3x8dp1bHhtnjr+Gk8a5XaAh0JHBwvPxMMbAoJj+Fv15bB3yWOs7/m2IBzzb+OaNMZMRG2y++lRb/a31sf/MQwTws+PoHb2cwMUgu+K6b4N5UrTEChK2R+4ddbtQNDscjVEyFtnItcWrw3EYBUdTS2MVYoY2nGcYdv0RJi+kfBeBb5GhhgNyQmGAOlQiu22O3oL+DoP2jlIsRE1TdJ73yrluUNMx1wIOwNk7s/LmQxMucswAgFpYdvby8gpIdKOBA5cdHYq//MuF2fez4f39Hff7Da+vn9DPgzoEpUJqRd13fPrhe/z9vOFsB477gfe3N7R2Yr9c8MMPP+L1yiyiG7+DVSLTSUOUTxBYAars+PTpFa+vr+jdmHnEjrNd0H2DSQXwSnYD2P2oJ+uoAZ9vb7i8vuBycWx7Q9n+BaKKi1ygqjj1wNlO2uYIKtvZQ1MIQ0gWIijbBaWy246UggKCSG4st+hx3/f7gfvtjtv7O/7+t1/QvEGK46IVWy3Um+kndt3xct1w/NLZdrif2PZKUWdjkCTouN9u0flvg5YNt6MDoti3Hdu+w86Gdp6hJ8IOR1UbnHgRBaalwgzUiZACKjLQXq3ZJgtztUnFXirOCPwTdKAAOHC2ji1cXhn/ezyoZRV9Z1SBrUBQIVdHOQtaOVBKxaEF53Fj8Owh7h5+l0aQDA/QHRLNHwpKaFJxH9Fw9oM10jvMDXvdh61L9+xPcVRm2pt1NGdXyG2roZHF0hp3RzFAzeFQbLVCZIeooJQdKmS5MWhiUAoLJ14RvpfCcQJSoX6DyAHXDi0d5gSutAm6sNujOLVEuhX6ahZBHjpK7/j+O4q3lz3YfIGtM4HjkCJgszJBNj9B+Be0txv3SiMTBN7RD64/FYdUsltgQqHpAiQrs583eD9R+gXYL3CErpvXARqNJg+RxBnRkS7Og8kAF+D0W1PGGsJyX94NP0OAyOCa9pZel6qgdOr0uJMZUeqG1vnJUgsQ+wwTTQFYiENkm0umOHyr0Dc+DwChP1SDHcsAW0ToZ9fQ/5Ly0LmWWecNELYtF2EbZzGLfS7ZPrye3k7UbSdLMv5gja1Fg4WdO4Xz2WiBlT7mmcOj7LgCoCaRWugGDTeAftLRzvg503Oh1Wdk61ro8on0ALYLeugqjTKaSwFj2O9i/TTOvRH7T99DQ+yslIJSK4W0F+FXd2p7sWtqx2YBtGNefPo55jq0pKob3AS9VZxt2iwOoA3Wc7dOABEEE0tlc4je22BbfeE4/9FHJhJHEhkf+PaPr635QslSW8x7E0w8l4mygv3lFf/L//t/hQhwC/blKoRvZmhnQ68dZWOsuFU2EYHx/On70j9jLKEiQwyYOdDJEhckaSBuasEJ3MHOkqnr56G31SNpYh3qDTCyrKmP+PEQJnCjUpBglEABp/YZBDMexBohh2+eId0CI2RzlxmbTcArS5sRCUEvToZdJlAEYz5rIas5985VXxiIxGEkLTxiO8aAgJaHIrsxeA4Q7B6Xm9e1ljt9STL56rHGJAPlmmvbRjy6xsHBolniod975FU7fAaT6+9GvBRlvJnokND9CyYpH0dOtPBh9PlbnhJZkqDron80YkVkuPbFscbriWmUaChT64YW0g6XfcfL5QXWBbADzVg3P9ayAKlFjNB142uC04H2Qfz50fHN4FE7KdLH4ElHC+lU9p7QRgxi3CCF+eKhu8FyQwcG0rsarmx5WEuBFx00Qjq+eQ6LjUZQRwblcSIJkkqLSYNP8CPfI4DEBrO2ps9ry4crD89dlr8njJEIOwNBmjQVobAogA5jt5XRVSvPR7Rx1LYDI1tca7QYz0Xvkc1ZFxx80Mye9VlG+QIfAD5igSFAjsEI95j7eTEyn+qXCO+X4z7OGRRnS89iQXPz+rqxxXDvPrI8WaWz+HhjE8iKiZUfZpim6g5KXFbMkjRf3pfMpeHLxR/BBLUoqMu4vATAWyoi+x5dnGpkDCMD8nDrEiUswxhYZNLy9texWgDXh2zD8zBnq8r2OMcfJ+YwKK42a9X9kSc29UeSHk4G3JfW6nHepwj6ql/yEbXzjzjcfTASSpS/Srx+nuxQpSLRuo9sv/v9wBUFcr0+ssnCbugSPHiskddPr3j7/Aa9GHpnW0w4gYetsjX21OqgYOtlo+PBzhChLTDETcOWdTocU0wvAkR0qGHRJwG4mQl0k5j4Tv9KgW4Hemdmn9oKBdt+QVFg04L7/Qrd7my/fb3C4fj8y2f89I+fcJ4nVC7AVvD63QXf//A9znbivJ24l4pP379CVUkxPw70k47/ft1wnHe4dEAMIh3XC9lJ53lDD068eRtMzASUVdmZzODwLlB8D2uXCHRqAE4NRclE+vzLZ7y8vA5B2Zdd8Ha/4ZfPb3i5vhAyEIXqDs322RAIOkGgSLN068TYogSYn6lsC6+V67vUAVD1kwyObncIDLAT5+0d99s7bnf+3aLshsuXwtd27zjeqDmDHx1/+fEVv/yseH878NPf/w3H+zu++8tfULcNIhvqpugGvL0f2HeBlivcCtxrsHNDGDc1YZYW28xVBKgUVrLD0KWjiwPdoUYChgQzjk4KWQZHD2ZWslXCEJ+Nc3TfK2phtsw9nTqHNlBnKrqACfhvA+e/bzsKkqHZYbrB0IBgX0AsAm0yGVSVZXBgBru1hvPsI3nRO0ssc930yBKjLBltcD8v8sd3gty2CqigtCiPr4U+hyrOe8dxUmCee4xjAzvwaU3ALspYa7KQHadRH8alQdVYvlod0g9IrEODjc5ZvXecURZpQjX20xuAE9edwJQUdi+EKLZCILdWAutkazDRYwEcEZsOjSQvxGbgoA69h8Bz4jfsEAZVXF8/Qdxg7aQOU5zvx2vBz58Nt89vqPuGbb9EGVchE10LHmq4PHV7ApzI4FxKgElT9NmtB1OXgVepqR+VpawyTgsA3aj5lTtcuRR4N9RNCKjVDaKKKoIWyc9SK+dlD4ZlEUhheVVvAY5FQJL7KJ3/GQxmaZRZ6gyRsZiMvHZG+SMcWsnIO3uHamiTVbIF9ssOR8HZyXgrdePaSP809pAsfReRKBWkjbGgeZdacNELWrsjW4+XQkaaoD4m+XjFH/47A6X01MxsBDQa13Bv77SZekIu4Tubo1lHVTL2i5Zghs40oI3AnPuMILoF7TsARKMSRHOLDoXhuJ+w2lFs59xfknwivMzmbUkgKeqWguVG4NIFZ++BTbI0tXeLrH3M/dBxSiHv9KGIV/wJfKfVH/3a5fxKcO6RvGEMkcF9xkfziZ/niX/89DP++sP3YCUsfc7jdsdeFPu+4/vL97hcXtHOEz/97e/42//5f7JDXW9ox51MPZ3nHt79w+Wt3v3Xblie3pdkgh6Ehei01h1WDCqd9i2+K6Pb1PeCSZSux/7j8vhdQjszCAs24GtkMnMFaWb5djQf8rzN6P4qC0gkGHNOEwSwIG7AQ+9rgg7Mey9MmEh6a7JmROCpn+bJEZMHcCXj4pw6SVDw+WAe59Xz8QEqksSPjwCToWOIGW+sce43H4IxzisBQlYAKX9m8LDE+M+zaoI9kHzSMjT5ZkVHrgmQoRvagBp/k50mI3bL/UGAYO+FTrMtwGnMGUSCIsukIYi/k72+k+ncPQi8wbDjwKH1eI7CWegIksyvrp/H49vBox6Zkrg4dqWZ7cFzkIDM4MtYCA8MDPdlY8eYaOs0IGunhkDmCg714TRmCU0+o5U5lIDJAB1+ZUCSLvslxT2D8XDQA/skyBMTYELb4/tdAIuyM8mSJESNt/eha5L3LsJJkqCNhkOkhXoa9hUUN+ndXFgW1zHH0eHo7qPLzajPHyBR9r+Y2hcqGq1OMYGndawiXk0HJuvmAT4njy8QjyX5K2vbPRktExDkBh/PMx5kbkJVQ/8Ic3onKJSvrXpI63vW9+UlydOfzFFp3GfKPKyYTjp8yaBDBEXikyYti0DnZMOtV5P3z1zco77D/MLh7Hky076cBw9G9Hmwp682jiEul5+R+Cbz0F7CoMrn8cwsejTY325o/pmHZwBWCrZ9x7btBJ/N0SPwhEyUXwBcrxccxw2//CIMlDalU6yz1EdVoUWiheyObavQYgMgALiZMrBPe4AhwVGEpQIkOueamePXe1+oqGXUG0uYZXeCqq23IUhvDvhpcK9kAoXKMNsSK2rdYe0EosORIlpJXy7c8osw021kHt1vJ263A3Xb0Q1o73eICC7fXVH2DffbT0GTYyluDzv3j59/gaIw6N2A68sG8Q3btsO942z3MT7TftOB3sXRhzaS4iIFsmnQ1yVaPdvQL3KwTCADKQqKKzqAuu2w3lBqCc2j+giqOr+jqDIZYcu6lRDHLgqtG7RUQBukbCHcGA4/gj3bDd4PnA1wbKjliuve+TzsxHFSm4MJjxOIOeCItuRvQDsJ7JWiMDvx97//hOvLC14+fR/adY7WWGIIgIwRKUBh63OVDe04ed7RrZG23UBWiyHYIFrjvgr/qBCMqwpFgUW5TEfHVoBmAVJrgPu9BWMphjJMw2pWVvMVkdRwZlNEWarCUVEsOrYJ2WYlAD6K2S/W2ENDJhipZwv2mpNY5wmoOpDCw2ebmk6OyEr/O7OS/5FHqQXNAKk1fAbg/f2On37+jJeXF+zYcRwsGestRJVVcJEry5ogaGZ4v5/RhUhgZ59gbJQY4nTUAlSlaDXATlZnO9HbHbn3iEcXMBOgA4oC6IYtggcpiu16wX65wFxxtsha9whAqgI9AJZSxj5l4S+pFBQY3t/v4QEzq+/dULJUCBjAkDjYubRUlHKGnessH3ND9QYWeyRL5IMQ0RfwSAGgDH+IH4kPxeauyVoKkEk6/RW9KD7tn9C9EaRsZE3dWsfLfsFxnGjRma7WYNFDx97cQ/yOjEJHNcA0wAIHQb0su4y5mVqflgHEuCWCUNllrZ0d3U6CUwEWZ8moZj0w5j5iTh983ypu9wPiBV0A6w1qgpKi304VjEA7kNRvh6N4CY2e2PdDAJ9Hx2P4kL5F+L3Rml51+hQmgJ03mN1h/QRbpyuaHOhnJh8WgEACaIoxS5HtBNmWR5xTAyKCWmvoFvF6bNFNMTfu41lum/eGJT5BxBcmBCOJjA6fIMHzER9gGsgev4O0Ya9aa+HbZnfWP8kxMsXLsTrIAB7LcYCHKN8dKRaVQMjUyhmhPtp54t/+73/Dj9+/Yq97VKJ1Jjrjq1K4nl1gd0itgHH/0arBpA27g4hvEOB0xiXxZw/BdVkvXZbLTQAXwdDOmCNikhT+z/jqEQeRCUTE2nOln8Pkdgh9rB2espQ6AaGBxOABuMj6B5ZpLyBEji1mp7SMi3uAUT3ZYz7P7z00phCY0WJjrPP+2FhGMVlYmPYl4oNHjz/Ymxm7rs96tcP5/vSJnwCVZPmvpWmrXeR78hpk6B358ru4gKcr/O1jBYiefzOQgGXijGuKeyGEw4WTFSsfRMuIGqABFEEwtUafYsFx+iivNiRZJoA1KHrso3Anc6h3tPuB+/udQBGiGkwKtlJx3TZIkjHMWWLZs2t0Jkei8y4w1vKvBu7L8c3gUSJfGqJ+iMCG9b+xIcdCS2RWtExGTwTLY3//8EuWjX4E3vP7MYx7DvackI8MmIB6dC6WyYxaPosEVALgeTIUzOAnIMDXLLo6QXQGpIKY3EQJe1CkZcDvMu4hSI3x3WEkMgOGCVCs4n4Y9553gmkpxyVPg8Szr/eRi/1L+iUXShq5rCLOoODLSaThBMxfLQBbLCxTBcxiHvzW0vaHSx84yHIfQy6jf8k6yn8LMErOMgxZTsMgevlZls/IR68vGEoaxiGYjLxfBnDqAvcUwdVAlDEWfmY4UyMA+XlMZ3oFjubx+LMvc0C+eO/Xjwyp1ufg4ThIbF6rT5AG24fX+/Xj30sb/Y886EyuDqANPalupMXnuKkodGe74dQjS8CIfp0FCE0VK9GK7NglAtQtBDCtIEVBszvaXGcUgyzJaFpo17Ef00ePsVPREBHttBUKwB1SQhsl7gthb+vGmdz6CY15l6Kfyc5LcKQEAKYC1CJoTnr223Hi/n5nkBfsRy3ZQhlojaBYi3ri836i9caSPzNUM1yvlyg9cGyXDbUUXLYLW9oH0+KyC/bKVXYUg/qJ471Hhy8JXQpMh9A60HVshFoLRqcxYRe2bdsiKgnB565TKDtWsIX9Mp+Z6Vm+zMCG4tQUwSZLrUWwU+gEimPbXgAA7XwDdauA1i1KIPqYK7lWWfYFwEl3l1IBcdyPG+7HHY4NRbdgHCjO44DUAj0OVFe4EATTAD9vZ4M1YK89RKkd9xfAXXGxa5ROMghv3SE96UVji0K2RG79pAj4jGaHbWtmMQ/AfTP2TgJNeLBNIkl6iz3LyM7zsWfJCLIkrWx0AOzdCXpa6Kq4w5Xts8OfmQ4lnxqKVM6L0IPpwVI1TK2nkTx6iHU+KlT+zz1u70cwHsNHEkAW0IVlNgV2hjPvDpEK1wITDeayskREF0cwOjZ678E4bHh93WAFQGgesRU6WWQiMkoSKNfoQdsNrRgVCraXgiIFvRmkUoOoNYLcAkXVAt0Ks5ithz8jAxgTD7Zea4BHEwAg9LY8tnsBQmxendPVhN3DJOxNdsIFMOaiLP7JeMgBeLB0EhiNJLQA3oA+AUWkWLEpUAKwcme3KTe4dJ7W0ldLR5v/RiaPJEAjcup4fkOGVbxGn0TTR1DCBpihy32pBlN+TNmpOejmoa3G8Uy3YWi0FKFu+Aj4nexnLcFsIxOKGz2v1YIBrxlIAUMPKLuu8doNiKYyHuMupQzbvVY8zSsHijJqkXhG1hvcCBhJRPEOQ+vxbwFtphQUnWNTxHG2A60RlMkSHN6rDoF40bALdo4xhciIUTjeTOzVYOVjAY88/OMMYBO4NQ8WdyZ8YzLNGCdjoihnMSDZ6FzjGYMsfu6fwGcCEM724kd+FEsj3vPgbi4xWCxIf/xQvCt4v93wj3/8hNYM2DmfLeJJDxbleTZsvWOrBdfrjn3f0e43pN2UsWcFCyXYSwoZ+4whNF7GWlijAGe5bDYxiRjOJMoXa0XZdupNRiIpwa2842UHHM/fi5KlBIWLTVAj91LPz3oE6UuMmWOXGZh1/BM0CUD+IaYw7rm0r3M81yBm9QEHhyjjBwmb2pcg5yvH4yXJl79cXkrAd2WfrSwpvibjo7YYj/SNZRkjd5IG+PTyOS9fOuIz+c04Zbx/iSsTLxvso/Wk64xeATAALEemIRafpX9pIF0S7Aq7EHH3sBn5PQuxI2nrHq+PKZKP1W34lTlO6eRxjgjkvOM4TtjZYC2kBFwolxO6XO4B1MZ52UQs19UsDvyW43d1Wxs3ChrxdNYyU59oZnadUpHxYAZtz21MpufJuC4slm0Ag10zQBQM1DKBKf/ifidUxGGx/MLxnYNFEtcb/gOSVTPvW0kJ1tx4fXSlkVyEAMwTk00nQ4KOz8+arQY4nCKEk57CvAkcjc3Ix6bt60fT2GCZ+P44yWW5//xbsKyxgdJgWS+PAFsGYPla2uMvUdYJIEGFyv0q6CaLMU0rgQ8/+2CF/Mtn+gAkPv3JIwWw5en3Eb48fFae/qzjFOt+DtOHc0Me1oQAC7g66emI1wm+hhFfxyuNQLz+wHp9GrD5fJ9GMI1oDtoHaz/niTw8zLm+1LMzyjJX1u8OJpMvj/EZkP2jDjoEZVLQ0yhHAFu3LejtXM+1KLob6s66+u4N0mcWhP5Stiz2ISDn5iEIScCoeDiHyc7I4VIfJUy5fkUKlDneABx8CqVKvOZg9xYNBwjDXxrAkCJq8EfJL/+IK518tPFZ2idlqZMKaq8Q6+i9oR09yoHYEj64AyilRnthG/ob7mznfp4UtszyGzNHqYptY3Bcaw3KdSewJQC8QNIxcIMiMsjJHB3XH+CHG6AOLQg9pD00I4QC3jv1RoaDpgJtZYyhxUYp0dM9A7VkwWpxFGM5F5lbdDx82O4J/oqQpaW2AS0BiiUzlQEhJts2tfoycSBKp+047tHx7gWyk0VRSkEtXFT3+4HuilovqPXCXd0c9/vf0U9F28jqKvsG2a/oLmj9gmKAyMHsvPfQr/EZfBVFqQWiPueac16OzBaiw2mATiS/KlAIWMDJRlqZrLHywjDSQXH4rJ9HTk1aX9UNpRpqNUgx9H4OIWI1meMf649mjLuPikapjY9n0NPXELBMLkVOY+LTaf2YtfufeRwn29LnmKnoEOJv9xAC7gBMhy5kKQSsfdkfsqkIuwNZrBln8NW4LvsWiQxhyStboC+bqbFbWDPH2R3iBaeeKFoZLIGMNJb7CbxznHujneBSSWCScwtdQsg2thSP8itLAF1RiXlGgm4CJ6rZNtjhoqgb0Nua9c7gafWdls1u7HfpHFP7jXo9CtRK7S4PZz8ZR/ExIBJ3GnolPbLfIciOcNbhZPKJs6QSUriwfSb9PIDN0ShD0xU3gmzBPMdgKGDsURCBVqB6NjEATmuxfnzYosnKCf/CssMbLyOqPyGSCSuBtMksHyV+8HFuA8g8BuUWrHHOWO8QRYj/JxMjEoSlYHkgiNvk52Juoodo+NhT+R2lVNjWh83Jpi2iCjF2M5vakg47yQJrDYMFmv6/juQ0v2NlLnh8Z5ZJCzDHuoUPm+OJZFMQ+KTkg1L7yh3WMZgPj0lnxV522GbY+gZW+9mYizlNab/CB47h+DNoRU5fUR4dbMRr45+Or/bvjn1w+qTpPT6e4/PnNxzHAX+58l0OSFFYb+hmOI4D+7FjizK26/WCzz9zHIuSAZelkzMZNMMKgHaoDI8+SQ7Tlx3xS7zlweeXLDni2vawOZqi9sg1iHFezkU8sFhm3JJfHgl0or18NafsOqRrMCOP/57gxFy3a6IwPyIPdnJezIyf55tLSDh88KjGCAJrrCHjhQFtyATmY1XQPj4d87tzHPK6nn7/dPkJdln4iGt8sz7PPNFHZIeH42lsHp7FuNllkHx9COs5ZP6df3IyrK9lvBYfnFH5HMs5oTDPM64FY45bXPA64tlFOCthFCCoaLkCspJB5vNZnh2H3eCuM17OgOMbjt/VbW20y1xEoVnake0Ap4GVBdxZrmxcWKJwiEU1AJGYGC1o6HmC3AwAzLrBNCRfM8TL4hmgoUzUeGQt4mHGtvoknA0ufl+GfoAGiqxCTHZB0lm5k4cBgkLEIujzhwmSbY6znnXs/ojN8KP7GqAcZ8mjyHUAGOP2p1FbMx4PQIjHBHIbgdPj5ieLEZNoj/200GNDNwdEUsMlJvlc6vhyYoZTMy3Bl4/RWbK25vj96QzAl8DRykxa35du1PP71++LYX5Y27l5pNHkes5FHA7qWP8xvmOgls/EOaZBkUCAf+3IObt8/7juZZ2s8+sr5wES0Eo9LXaA4WTN3XA9L8a8mKsEDAyfkaw/4KixYZVCurqKjmcDyay3DPCnFCUwUlgWerQ7uml0lMnS0bQT5WE9Fa1ofi709aQLz+yFeIcHZXUK/lH4NAP2EXTH5sgynA5BhxaDRDmOuVMjIP5TALGjIrO4ZC0B1k8ygSKSUOG9FE1nyOG+sxMOOkrZouOGotsBa87SsBCSNVB0NMtiuQ6TbaqwZtg+XbBFjCBR2obW0a2hFGYd70a7d54HRboTjIuRMQjEBcfZoLXOMpZtQ903lip1YNt31G0nKMgRjX0pSvss940GbCdUHssqJMYjs8VQoEpl+3AHRbMLy1myzNCBUerSgCHEal7QiwyQSiOYZvfOjmQkJgWht4bjaHAPEVxlKdz1usFLGdopLgZVR2s3uBl6+xtMDB07rHzCVb8LEXDBgYLrvrNPpju2LajNuSWqcjz3Svsb+3EP8cQZQBL0Em8jWBdVyBZlU54MK4KUUYkzRGqHQx9MlAKBpXPi1N6qRSF7+A+9QU92JmRkJgyufLqhXCKL4wtgtPIO7So4CPICaMeZj3n4B9/qBP0zD3MDTtrtnHtFqAt1HgYVirC7cM7XUskkRAyH+bwnpCNN/YIR0DrY2Os4QMYeAGGwJQhfKewE3GGn4X5QaL7qjr1eGXTF9xStECFrhYyXYIaVRbMHtLvWw/5ZAAy9w9tJjZKtYK+0t94VsBMtWRkJ8EgA4aIoVSESzVPo2MyAC2SUDl9haMgle44sLOpnd4hegC0Yp+H/SalkgcW4etruiAC9T/uWfprEvmiWDADqVflDwKC09wPUELD5QdgQA3qLMlAn07GOdsjhU5VC/c4FCEtfVJQCzj2ArfRaCAAzYFB1kLkz2ZfccybQApehh4gloOzR3awfZ4BHgDsFsU1CVywDdlWIecoHxvwTwEKbo83yaggTAWlTCiq8Dh4EpJ3BFMqSMM6ZGuCRWcd5P0JLKm2ORLxRUEuJxG8CUXSuRrBpKQqMwVJlDEPwSjzYlsLznqeFzWGpnAaw1bsDnXN/lK7F09vLjuYNtnlU7LTHYN0BKaljA363/0nAo4dr+MhvXOK3D928GUOIOcnzPpfFCrLcjzve3t/w3adXbMK5r6roCC2148BxHLhcNmy14uXlZUYOMmGBkWD1+GmJ8QWADkA3rivolvPy0++KdeRhV2JfSXkANZb2lFKWeC9dF4+PLgO27FczTgRGN9yMgAbAkI9giU6+cLvD1869Lvd2hM2PuS4BKjxLTrguCaJkJ41nI/gCtJmBTgaTj4/7IYDJvyacgbG+Ym6sgJr5iAIHCDTGIE7v65OjZ8g8xHx+85pjz4zX3CyY1tyT0ubkvY9xeQoe88fBDsx7dkxQ8Hk44gf+KhmJK6UinvnjB5BowzLg87o+OJKU4AIgypV5lTOpopoJC43YpqJoZ/m6Uv6hBMZg6iS52CPHaBBUfLzw1Wtaj28HjwKsGR1O+sI60sB7VcZkHFf21SM2EI5SvDS5Dt06BsiTaz2OUmXQSH0FerDQz2IxQ+cCzUXDYDAWwPJZXoaGQQpHZXnAnGRZwsI6XEBIm45x6b2jyrZMHL5FawmHpY9zAQsol5kizAndrQd7YjpQeS3iUzhrwiQ5mTC+P2IbmDt6dgIYwEaCcqyWkTBEg6KcmzEmcycnsyzrjL/gpjyWRziisNhRxipFOHPhrAqBtSkmNjeddf5kItDASfv8lryUtl4SxlQYnwUmQ2mL99jy/oiF4A7UDdguQK2p80UR83QeLGjwXJycq9Ydbm3M7lFqEE4hr2dKl7tl5vDJwH1xF8vhq5H7j3VCHgy7jBX6H/01/6GHdXaZ4bNhZrxbD22fjtt5Ytsq6mWLwN+AI+aPGYWoHSg1nULOBFGeb9Ypc76y1XuJ2n1uXL3bKFns/TMAg8j3KM4aeMcZwRwALMATJrvQApTdRKOsq2PbKstIot7EzaMKlo55OsrNDK3d6NgLA9Wq0dFIZJS8OQrLvGTD5bqjKIP5t3fA5aRocSnY9gLRC+63v5M9UBQHwAAFgtI12EIbvAgQnXJqia5DcKizm5lF4bVF0F/qDgJZHs47uxW13lFQIFeyjErluG9bRS/AXi8UDkaWtQBAGe+73w/c24l2dtil43L9K7TIyPr388TZKCBcisAs2GYqMX9qMAskQBgb5SqlKDTaohdUCDq8VZzQYTf3Wti+HBj21czQcYJ2QtD7De/vJ+63O7o5/vqXv2K7XtC3nUwJcRztJ3g7cN7eBi1aETpsRVEL9x/AyNophXR7VagZA1XvkwmpEuAwM1hmfdhOh4xkiUfpGhkMCgFLBqX3jLfhvUM6mPTYyAwDBNYiy382uAm2XXA0fkY1mFAqqKXidEDQAPQINJO+nlnlEsB2NsfwR80QX/c1Mtko+D5ZPT50J/7Yg+u8ophAakHxDZvvwFHGPpi6GVqoY5YlqlCB6yw55e30AO/oiqtUlI1sm/t5g/WOWgOXEYFoRQF1eM7zQO8d93vHcRiZkK8CQaWuFmp0Sat4+3xDX/RZRlJqjdYQoujBToF3dk2yEyqCWij4jEiaiRMkNgU7xwlLfy2SZl2ArRSW4rUOa3d0Ea5vZImUs+RtBCkc5CInSjmQXr+3O6S/Rvaan5Wenkz6I7GPSgFGABldaXIPACBwmAhK3ekHRBmm5TwE/V6NlvOaTgQoUs9Smh76N7RF3393DYC0E3wJnyo7hGn62sEWGwHOSIQgyjcdvcsAxwpW8HhWBWgp1K0CRkDPYXCcrdEmnOxCmgGTdoNrdKAKW61ecJwNr58ukGg3kixLhbD7U1SRGyc/50j6rRGIqwo8dK9KgCuwjhpNAbgvGs6TbNJ83mSPBktkiM6GhIbxfRZd64ZuGzgONubvLC/kYMU5LNmNwHke41pb61Cpw+/PPbunfkgkT2KIUKLNuYejrEJWbvoQFoyxP8UxIsbn13/l5xE0pWf9CERkInThOaC1jp9++gXff/c9NJqUELON0sLjCHbujn0ruL5cY85Sh5LgXYQZD3SReT1c0jPSzzLZx/uI5AMIPIp1aO+Q4w57SbHsDi8F2UDl+ci4n3OJ/l3GqmmbJaQI1oBc3APwWBIbw57KMr/mN32R8B8LV0NuJfWQFt8941zRqQ+mEkW2fEvPRlfiIF/zKRYflzCjqAftnzjPGPvxvpmYmnEmBsj1Nc2vFWjM46FRFPL300MHeL4zkhXbXrFVwf1sbKqyFZynRVOBupx8YgYTcfCB6cyYMkrQHjCep7gr4wJEbJBv/s3lLfO5/cb7OKAaACDlCyT8BGq3cf8UMPFTSkNrBOM5Dyih0eJeikqMq8GNDZZGI67ntfUrx+/SPHqOaTVaxInIBHvCQEt8JgdnPKJw+LiBTFhi1G/73Ahm9B9GNzJp3BcfdWXmZa2THcyIpI+Q/8l8cPnhUjMYNFgXCkrn5wLZS/pv1dTE4CkMGAFkOxv262WAI1kUrACgIUgdGhEamxNKglm5gOf1lzJBshwfN3bRUFVUFWjdkGUIraWYoMQkCy0eAHJ26hFENqaUEjoavJEeVHMPJz1R/xLaK9wwo2Sn6DAMPbI1HpRfC2o2680jI/TwkHjfRRSoYElRlBzslwLzjuPOpHSpQC0LsIPHBf40Jb+ct5jAUfhTD5pbaf/yT9Hormz57KfDI5IZ8QXJ/FYfQCRL7GP+8Uoe0enlota/88fchJ4M/HOp5f/okd8DBM30V9/7xwdo3R2XWmMjJ9uiRkcdlh5NR3Mde4ABAPU8pi0yd6B3uLJtvYAlBfn8tFT0dj5rAy7np3NMH5glXBALHS0Jx5If7N1HUOwgs0lQo/1mwV63CJz4vqPdUXwDYAGMMFgz6zjOO0HRbcO+lyjTEFDo1OCNTTitNdoPYT02QTLBpx9/DEHXDrjgennBD58Mb+/vON7u0C54iQBqv+wQAVpkdlQUtRTsW8W2C1oV3G/vMDshKCiVdqZA0Y4DJUAHieCm1IrLxXFrhvf7DbJV1G3Hy6cddbvi/e3EYYYLSDjofTJKWXw895lsYSo6u/D1cORUBFIrGC5w3FQEZavYLxuBx97Rz47kfYY5hsNRhxDiXHciglqvEDW8loLWDrKsrOE8HKdWbLVgi7I+diSr8G746f0NV92x1wv2Wgf9+N4OPqt+op20n3XbRgeVPQIS7qfgM6wVzXt02ahghyoGnOoFLsCZGVdQm2hNrDS7Q3sJ3SUCMb0b9v0Kd0ezgx2REgSPZz9L4AA4Nf/YBp4npnPqw8HJg9+fgddyzt5gTrbGeaYmxjF8AyA1B+b6e7lsLKGsO0QKu7SNduF/3NHbHo+A2T/qkxXCEsMBRSTeDJ9/ekM7DJcQ8deiQHE053NQkKUCJxhA3hgYnGKDWwvqulGkVSMTbh2tGc6j4bx3tFNgG0Hkrb7gcrmgXHZodIc7W4vypLjElAiw0IKLMm7pgJ8d6BTwJhji1C9ywE+DdIfsG/SeWjw2fOKuZHfKYOIYJDTr5EGPJcHceL0YN2kziJ/w0L+KUwDowCYB3jl/dmfXQVVg437xvNl6zFlN5qcyu69yQa1bPiwgbPLZjYzVKGfOPYFaTzbkF6wbxAVV6wByx33FNU92Fctl6G+1EO8PVpEwMZIdB1vvsIM+1g42UPCq2KTEfCuo29L1NkuqnCVrHdw/3QymofnTD+jFAe3oje+nMDeFpuvwQzufm+PBlnjYSpaCPQrQDnuToBMUJZo8CIKp1whInrnHQlmqvEar4L7dnQnb1lqw/jl23VgumEkGc6OeVvgD7pV7Q2jUpf/Uo7x9BL/hx0LbCL7cFW6hfdc7TmOnNQjCvpNNZ8jSd3lIOvbeSaX/o4/H4fzyl/70MzD8l0chCJtB8/Le6RoSfP3bv/0NP/7wHS7bhuu2028oinZQnL4eB3pUnFwuO15ervjcjrHPZhkzYs/FmEvg6xlyIRnBGdrIQ/iRspLPh72/w0J9Ww0oJujSIFWAl2R4LB8YscGME5KMn899sOyWuJPXusaf8vCecfJ8DJ7ADc9XpYz4l117M8724QS5+BCEHyWvy+MZCXMRtOMgT74UdpyNgRt7dcY9OYgf+Pz5u9bawx6f3wFM4CjH6sv3+NNrs5LDB3Mpx44YQusN27ZBBDjaHX46fvjxB/z808/4+aefsF92vF5fYGeO4UwgREXyZGQBCEV15ECKzDnE55v2M591gkc5CXIvl3E7Y5nJcxQ77hSjCmt57sMqOQkWTKJ5MG4nI5RJuYJSNpg2FKXtb6GLlTpfpUwNvyAvw2HREVmXa/q2oPbbwSN4CDZ5GEkNijUncW+dGQ75aFmug6STfeOcBEBm8CPDGODSWuc92lwGuDGC2kDWJFqMzuyBxTJVXC4UyNW8k0V4L0s7qPcSjKIiFJka6oVLQFhqiPrx/T7OU3DZCy4XCqxalCp0azDngiqqKNvGDHVmlVLvaJloSGPhwPtxYKvMwqfD8ozeDqbQ05H0y2flh2HwPvzMrzw+zMXy/Lb/EQAjAarSHb2fDKIrfTQBk7DfeqzgkIFMJFt+V5a/x/djAY4i5s4PZRvphMbdOC/cERlRDJTpeXN5trGTVhoss/Hmgi/EXRcE+GsAzX8EcCPhDM/shc+NYmxsoNjf8oyfQds/8rjur3Cn/g41RAwHGragHLcjdEIiu1C0sKOHKM7jHDbjdliIOzugofmTYrOBGTgMtdTQ7sjx0REgAlicCo6ZlgT8PIAPds5xd7TouJY2JMsMtlriezgft61C/IrWGm6fP6P3jsvLFuVzIRZ6NDQYijoEL/x+M5y3O51rd1QRXK4v8Psdt9sdt3bg5bLj9dP3uL111LLjsjH7e7wx+H59eSHttW1BDxZcXz4BCGdBMOaPgUmFDVf0s0NkQzsOtHtDrQV1I8hhprHEQiS17rhcLyj+glIKXq5XXK5XbNsFBnZWY3KiMshoCWRTJ8OlYNuuABy1MNhwNxz3+2DWMLCIdezpHFsAWPzTo0QZ8X0uHVYAv7xibx3v/US7nShlw+X6/agpv73/jOu+4f12RrBQGdsCqPWvKLpj31+x7RvgJ87jF7TWcL/dodsd28srBcKLoJ2ARRmWm+G43XHcDvTm2HRH2a/QCpR6AUqBQehYlIJdd2gxnJ3zi86OQUq6rXPvlGzT6gXWgb1WbLpDnMmgbIPN89gCpNMBb9yMo2EAqOvnDlXD2Tp67KdIsccY96lZQTFsESZVoA4/Pbor0dJoEfTWoFLxfvsc57sB3gBRVJmBH4XOv83x+c86RkKssKQ7WVSoDOxbNuDoZABKLTiOgyCAbeywVgVbKejnne91lvu5dSAAG62Cum1wk/i9h06Ih0OswYwxnMeJz7+cuFy/Q9Gdwa4UsntbRza+U5QBoMIR5BwGxSS+0QMdPlRkw1tr6MeJt/NEKYJtL9j9wtIiALXuwRAlSNAFcGVnSjFnM15nQKivf4ErNdigMsqGyMxCgC/c0TmbQ1jdHKg+Spcoz+lkZQVANpx13YCtopiitHeCIhK6dQVAERzHibMB151ls+YOB0sDSTDJMgZ+TmNN3u93HMd9iP3nnEiONNeNYU0OApz3sgQTEsAEAGqbLe9vzSDagHJAteL97WfUesP19RWX6wsu152goREMc4AaZRFIlOPnmEeG0zru6tixY9s3qBJckRRwC9/Azh5zhPvfiCtt6szpElBlgHa2E9ZaJAydc8BYdrypUrMumlacJ5PFW92ppRbfBkQlRAiMz1hhBoHDTvks60k/jewkTure+hCQzXEeazeTOu4wU0hWXYQP3horMA47MQANDhG1cjDvu7UzYg6WA75cVg/0DzoW/+7hGIPwwe+Jiiyfx/LeDO8T6CHbppSK677h//n/+l/w3//bf8NeK/qdftdxnPBgQb++XMiQOA6UWvHdDz+wE+X9TttShjca/+dP6vw2GwBSpuLzfvi/OYOi9C2uMuOtkQwJfSWLCNu9Q3pUpMQc4ixVPu8+6x0GSOMIAMajck3CpgUItICoec1zHJcLX37nPkkZw+Ys7No813wiT02uwh+1oScM9LOF7hvjADNDTaank/WXndwG08+XW4z58DgTBs9wAdcmgDeBlKdDnnbvSFiIh/5YgGMc2gTGaJZUWA4+GIRgOeR5HLhLwabbgz315f/pm/sQdfUc+g/i3Jz2cx0kqSTHOFmRfE4at5HvWX/3PAYPs/bL4YlrZfOQycJWrdg2g5c7S2Szu26tKL2hakGvHWqde7XQ99MgpqgoHOGfdMptfMvxzeDRuAHVyL5yoR3HGU69IAWiM6thrQ+2kChrlcmG2VBUUGoNxg4Hw1UIlGwV99udWXCf2ZhSyyyLEKEhT6ZNujm+BsQBTFmo0os/MNnJfsJ86JiLQAsgTqghqWGzpf0CauWEFF/OGUbD4goc09noGA6ZAyHymbX8uQPL2KRpk31kUBzTwchz5JRzIRU4tYuGwVpYXBnk5iReF7EislBfe/b5v3jGwL8fwPCYI2xMV1CKQzW6fTQCOUA6rL/v3OvySwx5ck2mUbDl57TvovzuRXrqi+tmNsoJ6H30pi8/BACwNCADgMmrtfkgxyNfxzfKdNy/GG9fNz53fIEU/tqxIt3P95caJ+F0PX7t8sNvoY3/CUdvDaVW0DUo8RrLd0qt7N5irIW26KjToxuYRqeydT4neCbSpr5B3KYZ4Cn6Eseg4UMGmAAHWruHTclS1XREjR2PHMzgm4cEkqHDIOeBI5xckUl9br2hnwfu9wOqgFkBxGHWYP0c189/GLyznefRTvSDIJgXBYrgur/iZfuOjnA/cbyfBC/CJrgoys5sr4Tocm9kCEIF2/UVbo7vase9HQGIdbT3A4cA+1ZRtiva7YYWmh+tWwAkyb7gQlMtqPUCx4b95ROzJNsVWnY4FK0ZXl+ucC84j8bnLIWDB4GWDaJs/+5gmUDRitY7zjPBI3YOqwPg4/tMaC97azgV0I1lYdgVrTNjnyXTKXy/rs98fasbbnYAGwW9FY5igHXB6+t32OoV++UV21ZhduB273i7nTgtdfLCXJuRudQOvFwqqlUc7+84jzvcDL+UDW+fP+O773/Ey3d/wbZf4FLRTXEcB7bLjn2/YEME64JR4l00uun17FgUltEJqLZ2MGiFRimZoaoM51dDkL7LDF6zFMYtQ4bcc4wdwwJsGI4aQoy2bDHfGtwNW7giNzlgt+iS1+kglV0gveM11hSDsAXwNpY9a62ARjdE/dLx+yOO+/2Obd8IUNaKGp18tFQkK7eGQGszdjBzALWcdO42gjhFC877jVkVN3ijULZbg3iU7W7RrU8L3AvaKbjfb2i9ERh1AcqGegG2s0KFzDWtO6wL9kq2Woug6eW7V7y/34KdkSynDM18sFjEPUA8gcBC3DwCMDBQP48zsjZ0bKVG8GyAmkP1E0Fb7bB6gYGtvHMjTn8mt1tzluKtT5lJOJa9AYB//gnQa4jLUsPkvBEsuKACuwStWZa6eAGQ5WcRJEoP3agKkS0awTgBWWFYylLQsI+5rNjWDkVY9luSvQWMcggmEXuUZYZsAFKAfwIMHo59rRV7sDb1UJTScdkFb+93yFHwbm9D48gXaqxqwaVESYkw9PV2oPUGsGJssr+3Dfu+U6hYQ1cJk3lO0N5Glu0B5FJAjWW/EtqB6bdYPJfjPEIr0Me+ljdZywyySmFpWLsfMOsotY5A2NzgzSNBuwpl+2BlmWXsQFBHI7nNBNPc54fYunKfM6ONZK588QvMokSQAXhvBBiyBIh+P8u6+2L1MlgefrcQEP/Dj5D1+OoxfFt5+vlrxwyoOZ4SZbiG8zzwj3/8HX/9y4/Qlxc+kigRlwCZeoKK7jjvN7x//ozj9s6Emgjo39lI7ozvjEOfbIGkP+0+wItRnvWk1znBo9h3WoeVDrHOUnTzIYPyvLO4RuddtdCDDcVEswA6JJZBJl8HAvEAbAkey7oS9MyIbKyzTNxGWV7ug89snjx/AlaDdThGzsec9fgZLqEZFHfhwdaOMkNLYG4Ath8BIE//GtNoCXCWcUcO6fOpxlik7zBjoySgiCj90uK4vlxhZvj8+TMu+46i34+yPX63LWfJS2PsTkAsdHpljbXzGfrszhZlyWMolwByluVqxPac47qOl7C7+5h/gjhpMFrBeTrn+ZJUQMToy/zh1yvBTClD0zP/lFqgnckZUzZ/KILZZRO5H0lAD98Q0+L3gkdpAEPbyGRmL8ZV5PJYugGNeZELGR6lEhrtC3MfiQcFH7XfrMEmBWV0PfJJv4LIAytpsnhiUzCDbEDq0w6sZ7WHy3nn8g4WUmw2MkRrA1UQGaJlCh/ZuomdyjQMMqcrRT+RliEchtiMEU90BLDLw024d8Aheb5pKInprHDIukrn9SUS/MUUWT4ice0rI0VEhkjn8sAfnv/XHfbVEPgIpNdsmzvQGxm9GUwlS+9bjmfTkPOO287USsrf2fK7Dy91eeEBVIhnNGimv7LgfLn+kSVYx95zxWCM36PJ/JXL+s3r/rWDIxXbztwEfDpK45kn+2q9x1i0/xHsp//Ro5tDHeE0zrXtic5AoKEhBCDKO9ugc6ZzJ/CRXcz9nYxDgh1z8wKAtSSCosDmndokAR5Ld2ipc0x9AcPzQbtApEBl6sIgvqOboShLh7w7+tGoBWIdtWQmxcd/WBhz8MhoO518vTBbfgAQVxSpDA6K4wSgzVC3OoOzyGps+wtMgp2TytgAtGx8XRTNKDLZOzVPrDe0VnENRzzHrbUOL4K9FohuIzgULYBWBr4RuNT9AhPB0ToYzG3oTiCO+miAWNjlKBUoiw6Kg2CJiqBFJpGlFRFcI/eQKKFBBhI25vzoaBJGpJSpfdX6AfcDvR8UlVWW81yuF469gwChCV5fX3G5vuKyvaDUit4rRE50HJDese0b7DxhvWO7bNj3C47LC87zhn/58UcUEfzy0884jgO//P3fcLm+4Fp3tHqhwymOe1ecrUN0w36JzndeWFoRQWGzBpeC6LOAUWPjTl2W3gDZxt7msQeoSIAxBe4KVwFOMkTNed/ruJs7FAbpJIj0RRRkyvtJALPZxr7gPBxADwaeB64VpSZQUHyXZdNZQ2pRKlRUojOOTEDr23ygf+pxnm3onZRSJnMmfVmzGAPQuQeD3hYgS99aBDIKbwGouFHDrHWKvfeGoleUy8Y5AIFqhWwFqhW3445+HgyCBLhed2z1gt4Fv/z8hv3lHT/+5UfU7QLdKsTIUlRlN0I1DSd6OrBu4OaculQphG1ZXDLZfrlvuDm0CtwK/Ez9DQr0m+n/n7m/6ZUlWbYDsWXmHpG59zlV997XfCTVACmoQTSEBqgPCIKghqCJBhprLv0q/Yv+A9JAEwHdE0GUAEGTRksDigQp8onv3VdVZ+/MCHczDZaZu2eeXfeeYvPdW1E4dc7OnRkZ4eFubrZs2bLhyEMKEOLi0yEP3niyArXArKfPzmzfKEMTeMs132ljkMNGFoEb7TPRqzAAJgQlhfacPhLn37ZXiLyStQRwYjuDCgHZJG5KVlCy8RBlVBrJ1tzm3aAbNY1k0d90tyjH5etcL8E2Slsedrs62UrZ3OH9HmVfwQxVCc2yRmHo4oIWgI3AUcThhXOunT70gTzKpbUovAfzwtKnZwmfwUepd4JguYeqKpASUi6AdIgGW8cd3gg4Z8Od2GSD9QlIt/Dzo8w4AiAyc2XEAOZkDR1n4z0DAyA47sdgTmbiOAwTvEwndbCn3cc8olh86icFkB57PH31Tr2uqG0Sc2wq6BEXZOt6VRBsCua/WRuBKFktv4aytT/osPN4AAc+ivC/Oul4l3uUC7qjdcPb2ztutxterlfUWtDOA9t1R7sb2nniBse2bXh5eaHNVLL3ylZCBqMjy9Pc83oQ4x7/VgAPcIghPX3aiYjdIqaDFrjSTmokHro1qBVoL0M428zJcBqAQRbQxRipBPA87p7/j0SjC5jYH5f9OI6ph/SRPz3AI2TYOGNEgUSJ2gQiZPnHA6PqKUDjPvH18+wWCZ6ME3ONy9dPP2PwNPOS8Ywveex8NJqAyBrzjQGdAW9+ZgAkU2h73EtkVMdreR1hT0ut6NZx+/KG3jr+4rd/Mcb8cYQ97Hhc/OMgDn980EoyLhYZxJGHMRHhnJL0m2L8IEPSZ9gJDwbZPPv4/qlynM7pYmMlkoBGbcDWGiwaC7Qo4W1RRt6tofUz5GRCI1VImqkQahCKgk1TZDQb+pbjm8EjEQz20KylzC4/3JTS8R6ranEcEEPhC9VuGHwRrjsDDMa2nMvGmw7kRI9p3NMh68HoyXNSTJ8bVG+dCLeOalmI4IkyJmNzmw9MBvskHz4G0JWe9SPakre7turkgiKrKBHLNUA078huXekQxz7HRRhfMYxOImDZEjkyJgmCaT6s+IIVwIMHE/APlBZOw7MCHJlTzuuZs+sXYQeJvC9AzMhgezowjGnC34L9gvLwjMcTFMr7SUx3qir87OXFM3ksa3swwDoX8UMtscys6LiY5bzjYsYh84Unm/n4EumjX1/rLxn4r48nk/h47jA048IN8PJ0+XmRvwLwCELafDtOQFLAvMT6MMD1Ya6pEZApoCYYM5J8fhoi6OnYZwYJzu5YpYQzmdkJc+qIhQPbpWP0RlOHegrw59yfAAw7KNHIeGiTDFaje+hkIBiWhn6eLN9Ip1rWrBTXTIEB1lj6FE53swbRSqc3wE92Vwph61JRd6eGDjycJaodb1tlW3Wt9LsyCAow3Z2BqlqCcxQYdXeUZJ1Kid8ZgR6t0Eq2UJYLh/vPjlPbTmZG6OaUEpKUQqFA8J3UwTBmp0uVaDcegMbKtgwmhJnAu6MiSj/iXsko5fMZ3TIzUBZA43cqFCNvsLExd2N3HRPgsl/w8kJ9IJZDxD6hIXS9k3lSOrWqmgHFDPu2DU2cWipsc2zbjtv9DSqKrRRUFdz7iX427GVjZ6mzoeuJUwX3Ht18lNmnkbmKPUOE4CGd7HA+sww99rwqiN97+E+ZpU0HK/dNDd2Q3Fue35+nZTDcoiwHAR7UkqLcZXT2AyTeo8OZWxl9UNKqPYWbAyi05mPyiy7JDixlpH/GI4PkzEYOgcuxWU22kfU2y1wCZGq14qxcexalgB7Be5b5t7PjuJ+oW0H3DIIz67jBRfEeYJPDULeC/bLh/b3gOA3H0QGt0G2HVoV2AO7ozaBSYOlAZ+lhgFwIPTHvBIxlpDN5c+RgKFJcQkuFog729fACRaNrnozXhhZjulHjWYadkIVhnY5N7keCsZY9/K5c48OHMoST5eEg8DpL2Wm3dXFjBbRXcqVjMGyLjN8PwBky/BlV2i6P7k5DszOYpx2dHdbi8ADgAQ9ZhHTlooQkwR/l+NgAswXbdiUzUEvsU5UBYIA8IrTLYpRziH5xvMduAfhzdpVY1xZ2PPc/ByBOH7PZiYLQyIRGWWzsCSXCnygNg/ThN/cWMUM6WuOpZ0kcGB+EI69SmIBBdLELcyGYbKZuNtaXm0eJWFx3ji0iPglD5o7RrchVph6LCiqo49Q7CIoan0mWXWZgDRDMLgp0yxgBECGcbgomfQKYsygjZdnbL6TT/10c6SyvRxrw4e3Nuf788mOct76eMZSH2Dnn/O12x9vbO777/Bnb9UriU3TZM+s4DzKUHI7L5YLL5cI5XQq8ZwzCL0nTMIo14hLTd3oMyBPIDVsDgOzlKHeN10ecl+eMyRbu/VcOMEOhBCBzOJaYEMtnhFUhACJJkOO1xInL+3PfffCu83eS8eMf9r1TNmGCR8stLPt1sptyDBnn0KYO0Gi5j3Es1+cINgvSn3gMDdawcSULzFONXy6fyd0gry/jWVv+PZ/5cb8DwgYr53niy5cv+OGHHwAH/t7vCB7ldE+wkWDkOo6P837VoBpuoVAqZ4iz58MbwGQk2uMvH4Oo1BiNt/bweh8ePPD4zD0wkxhQST9YOgYT1AzSmBE099AgXoG1rCLxieMM2lHs0YjKCXf0+w3fcvwC8EhDNG9tBe9D1JDP9FGriN221oHgxvBsf9Y3uNHZnJYJgdjxbw/0l0acXXkgoGYCLxTiPur3znZisy2MzboKHo9Rqz2AksiwIhyimP3uBtca/sPCnHEM45Yt0A0AMkAEIAWzvM+zU4MB0lG0LP5PfDYzLbny4t/JeJl1n4mkY3TFQ54nKb0LOptO9cr6mc95slASQeZbpvH2fHhxjgwu/tixns/Dcc4WkhYd/CwkCxDlavnnW451XvnyWuoc5e8/CinG3rBUkAFhSIUZPZ2ey9AkoOgwnifyV8ORG1fWvy7fON7/0czMjWk938+99z/E8bDZhAP8B94N/5YH/3d81EqK/nEcAATbvqFcCrKrYjrYHsEE1wWGMWX1lI4AHsKSWFJPHcd5QlWx7wQ1WohNq4UO2f3k+ws1G+AI4Ohx8+UeMSnKosqsUTi9w45YbCytw4SlZ9Y6rLcRiKYZozafj5htL4AbdQKghaKovaPoTjFE4Xe6CsEbuv4sI15EWmEMdlo3tO4E5EYGiplWl87zlAK1gqJsxXzez9BmYxBLkGBDcYHqBnZL2lC2DY4Uv9bYl5Vt3hEbbQycOcV2y1bHGNet4rw3tKMHPV7Gwsh5bNmtLMZaQHDJrI3yYVEB1DHSxjGvuZ12iHe4NbidUKcCk2fW0jeoNpSy4/X1BZfrhToYcgLC53U/7tjqhm2/Qr1CtKJuryi3N5R9Qy2K/eWKy4Vi5O08Q2pF8PblJ7z/9BPu7zfYGfo4AfywsUSUTlgJkfUNKabcu4VmFhkv3iYtLZkjvGOCibUWiGT5d2b5nQC+GRIHADDWBh34NFC51niNLAUyuIUIuznQBCbZwVCDYSxo7QTbWM/2wsBcMxLZNkjU82cjCTC2G8yUYRXkQfD5z3Wknkr6ThJZxywxdgPawcCSJX7htIbPQ/HLwjEO5mEpOsabzl/B7f2EwbHvG4ACL+xKr6Ko2xWlNkg/6L+gQMuOl0+vMDNsO7sYklHBWe9uw+4pPAIpAM6EHLzDQ6TYzwNoB5lfZa5ZYE4D6YLLRn2l5lk+BQCG1jpqcTQIWZGlhLinj656awKPAQ4CeAcWJyX+ZibVTSBFIpGggLEcI+IPlr0FxS5B9bpfgOLILJZHsCB1x2Dfanyfyri+JKSrCrpRyHVXtp23KIXJnVsFsNMgUkZShu7Q1xn5/P8MBmI8Qk6B3y/Y908jmVq2jWXcY68L8Og8AfcoWfDoRMe1nU1LrDvkfnBYsj20W1SQyBjz+3mHb87sdfjKUkqwLzD8oiHrEPFBgmMSTEJF2t2Yz/E3921+fy2OLgRqpq7RoiGSiU7PgI+FY7lJjikCh/cZ3KoyGZTMkqySob2Muduz5MmmuPbSfTWfk5kFOAyOe9wX9anIgmM35mgs88tNyd/B8YHvlnblwYP2rwLcx8/4B3FVjItTy9Hc8HZ7x49fvuA3x29wfblCVNF7G8wws0iQnSderhdcX16w7+zMarH2h//z8PXJoM15Mfc1gM93UIhlvBUDYgo/wXpHKduUKKk7O1WVLDnEk9vOeZEdHR+Ac5l+el4Lw7iYvxJxUN5Lvj/E9AWIPGO+P/ySOOlaLkbAGgPc4COcLKlZLhcrTzD2VOK0HNu8Dgs2doKh+YjHhT084XmNSHvs9K0hj5/Lstxx3cucSjZ+XqXGPYrnYM04lHfBdZ6l1GYdx+2AFsX1esUPP/yAn378Eff7gZfLZRA25oXHuePpsJjkaT34Ms7517A563jIeCZTukfQc8Lk3hV7q4hGp+8ZPc0Vt/qgGLhKxmRlhI4y5hQQICxs6B2JVZTaUXpF6dHMoQs7TrqjhVacSnYPjW824PjyBd9yfDN4RMMYG3d0vcgOQKsBzfdSPLuwDVyCBuCEZnmEhFHFqPceKC6A3tsIsDQozKQVBnsANjR7dEF1E22VEexjIqnLE9cISMYhdMQcWQ7no2RNw2kYHcW41dOY2bzmPFwVECPrwMHMnYMbnywTxbPsxYDKSzCfrCNB6kwslwmEsS2PVEVJ4EgfwCERYXCRzotION7Ronl5fmmg0mHPZ9YjW4JkOywLeaCbHwAJIklNH1YBq6Pn7owzTjqQ7ezjbeZA698OHAHANr/hYbyAoNpjMpAWc8dALd8bjyOpR+lAqAKuMb+fDEoeSQF9rFueWdRBhc/5BF/WzvyMr38Pp3gZiNgpHOuwJvjgc9y/8fjYJQgna+4Q843j2f+Sb/m7O7Z9w9uXd/TWY5PY2DlC+aRL2R4B0wh6W2vjGTiATQQNEtT1wuA8WI7nycxsQTwrnWMsKuwQ0zGAnDTsFGg2woXOVuwawDGbB4BCf2rBUugjw9yClWhRppJzRFXxfrtDVbDvwVZyZjfLdSM40lroQYBaJ+qQQo0n1RLMn41sB2Ego+XC7wdYztANflLEl/RuHVsbooTCpUFrQcWGLOnd2gk3AjpZolwK24rfzxPdGRxuhUwch7KrVgdKbziPAt8EmwqkKKDRrlsEasKyCI9LkCz70KHT5UPviU4jO+8lmBR6Onyyw1HMyX3Zd8A6rN/gYAe7+/0OOxv0PNDOhlIuKHWHqAFoaP0Ft/sX7HtllyntKM5uPOdxwJydL3q0BU5n+na/YX95wbZvuF4vZH7JHF/v1AH88sOPuH35Qluyv6BIZspZfrhvV7hchpZHNzIXRCsxMYBgfG/DYHhuNEINQmbvDO4HzBTmZJxIUXZ30hC9zoBQM9Ovi214cqDdsdWG4j00QsKcNYdsJQLm2UHVPBteLHolqyCoKEQzSGNnulo3FDlxO+44jjaaSzgWLZU/49GyVXK+YBJip8kkAdlH3aMEp1M0/X4C9glVKw4o+v2EGHD9tAVuwa6vXisIfrAss3fj/buQ2dYcddtRLy+Qo3HtlwrRHa/Xz+i94/r6GaKVbd+Ne3FHAJUiBBmzbMoM/TgAt5nwOe/wdkOtFRsutBFaoOFdejMYOm7v77hcLtSbIdLCdDUCQBZAEu8bibOYUxK/zADJHdAKePoMjFTMCAKZFzQ0XESjlIF2pAU70ppBikMuG8fq7Q1lUzrSZvyuAGdEANQdUgzeN66ZSl2kfgD9fI9qOw0hfz7H3i1Yi43+JAgII4CPnkm9xcFLnw3LPaWtq7oD7es55QJsGwEyDQ05Qej6RKk2HJEUIHDB4Q9dIgW0Kjthtobjp59wv+zYVLBvFySgmCdqrcFPB+r+MNdHIsYQz2omkztoczo6aqksHwNL6oCZ/BXNckGghCYb9yxD7/cYn/CDi6LWigqPbmdMgtT6Gbf3dyaiO0sK6RvnGAOlVLRkRsXFS8y1bqmZNHURAR0l5xnP0M+aFQsZ1PF5UVDbg3XJ9y4Mpz9oNf6Ex4MPl+stf8zNYiACEWHmQOIrnxBPc5kvKbp03G53fPnpC+63O/AbQGvBcdyxC7XWvJ8424n7ceClG16uF1xerri/v89rA+BOqZAs2czOq2sZJGOpCM/D9x4XvIAWQM5XdrPS1hgb1krfqAQj1km/H7ceTEbxSEqlxpZNPyPjiRkvrSABxjyeAzb/9vE45qT1WCPd6TOq6MPjS182YYXRRWyAqAF6xM+qClgCMdzTZXn/6N6+RBPywcx9IBt89bv1PattezxWljBj3LzteU/JxqTLEXGOyeis6uD4/8t/+S9xHgd+97vf4h/+w3+Iy36ZsVYCjTkOS1w6GegYJfs+dDCyDHvcULCi84qTEaThs6/vjf8N0FNwoqJISN6MxEA8+OJYK5tGQi3Bt5CUyPnBBC1Z26UW1J3twgUN3SrMKpPB0aSgO0vfzQoI3ydgya6I33r8AvCItHiPmmwzi+AqQI4isBYDsE420THwEJ6nbnVQN4nGh5GNAR9U5ARvInudRwZ7ZgY/z2mQZS6OUhXwAsf+B4Ncj0WedelmiKCC3XdqINEOZjhPM5RQ2s/LXCegQ7BtBY4SzCJ2Renm6N6CshjoeZGoAQ8xW5EnZ3mygAagEz8UB+m2sSDcFSYhXFli4nYaWjdmedbOFJzs8Z2LsJssGjDw6TRmBit5O/9tcYPRklYUDRHodkMmi89j4iVFgzn8Rw6GiOxbNuiJmAY7rz5fA2ZJ28/t5sPwh4AcF+zMeuVG9YBsPxwLaBQinKPkBzPb1a09TCUH1mXEay3xOctAy5nVDzCJQqTMVtMBasy+AhSyDETM3SCmA9PzvM9GoyX+qB+TF5RCpHlx6dv/uQ8N/Yuy0Ub1xkB3u+wMWjsFZbXM8jVmmQqSsWBRegbQiGaW1EFQUMSjfCtA7yy3bFEiBdoSAi8B6BR+rjULijyQJXbSdYDUED5H5DrrDOCKsjxI9ivkUqHu2O8Hvvz0E9kHQr0nBKid3TBKBFkWz4gBtqKUDbVe2LggysLgRGKS4SjK9zoKdlW0+w2XyytbjCdzxwzSDcIEFYo6fBNc9gtK+R7nd9/jeHuDIEo3pAAuaNF293Y7cHl9Rd0uQ+hctcNlw7a/4ItZ6Dz1aK6wUSg49vESrJfWO7SWWHs6HA2K7pP9WURR6yz16Rb6G9dXjm/sGQmI1H2HN/Zo7DgiGDC832+4v9/wed+oObVV1E0guuFsBVSOIgjXW0c7CIafzXDZtvHcuzeYd+qLLM5dZqySZnxGJ7bf/9Xvcf/yBumGvW4sR9GCre6otbJ0r+6oSq2l495x3N9CN4pi8XBHsw5x4LyfABYBR6Q9dLQ79VrM+fxVFbpTlD0dGAiCzXEBQFs7G1F0OA60KP3crxuBogD5Cn3VJamTbWIBwLHvO87zRO8btaTCQGkkYz59/g2O+/twHDXB4VpQe4ULAz9EWcx/yy3qP8jxX/43/xz/s//kH8HM8H3v+O7TJ3jdUMLZfH39hLefvsD6iQJm4s92Rrc+55/Y1Kw1tAPAVqObk6LqBtk2uFAUW4tCa7YEj5JBiS6K19esW4fqhtdPnwEAL59fqa/UKW5Ob4DdwY7zDm99bBLWG7z9bYB4DGhMT3R1SC8o2rFdqGmCkuWTczxa72gBHhG3yL1wUvNJ9ZUZQUCWoJWlxN0sRMABWMMoYzKWiVkDzBiUjlIVBdsZN6AVah/peULqju3773D+9AWQznkVEkqSC6TuQFGIsLQX1sb1jTI+Cz+mnWj9gHhBEbBFPJZgAgZI6t9MWCYDBQDAuYVGXcg3pAYoWIY9PwEYBEXuAK68T2sI2T5IlLa5AXXbyQB0/rHeIbGnG6YGnLvDzxPYN743khz8Q2bp0Qz75UpHNGzrcT/gwi6hKTFBIfE2NH5qltpJ+GJhV/rBjF0GvmuQJqpQc9RScbYbznYb47ntGwEenVp1vXXs+x77VPTXSvBImFw+D43gug49P3bIayhKYe66bShlyiq0s0XclsLxPFQEpS6M/UjkZEldTuH9smPbtl+HWPaHx4A1MJzG5TmM11dwSZb3A+EsB4iUe0yQCXrv+PL+hrfbOxmPW8Ub6L8EDwDt7Hh/e8enT5/w+vkzvvv+O9yPO0uelYlcR+c+El+ZkpzMhUdf1oiBNEAjlh8+Mj0eIgG3YBcrrFPQXNoJUUevbLYii++uQLAxbcRRqWeDEPYWCRvSOVa+fOtHLBf+NUGn8avFRuTeaQg273g2cSfKmE9sqUqRlTkVcZ8/MtjTFg1QxCcY9XCZGS+nz7KAetH9aFxT3ueIYf9AsPD8uwcG5sO01BGvWWjDvX56heAFP335gn/1L/8VSi34x//df4TrywsTCbGHirCtFrHQTBrz5KUqkq+mOX89ZP0EEEQn+YfLjAoswUh0rE21LOfDEreHB42P61/iaP0xRpXQmhMbXSLzOSRZpHl2mUNUNylEK0phsweKZhfoKNcunKUZAAotWhf/8JI+Or4ZPOJAJ30qhOAiaKrRdnVGko+TRZLOFv7AoIH2aH05ur/Mz1EwLUvl+Hr3+f4MYBP0KBE4OXzQ+bE4qh/c0cIicujGh/Cg9eKLQSCCMBajPNzvPEQWx/UBFeZh0YFDymwr7AA8S2ZikgyUuAoeTxUDGXGnAtFS3MiKUP1D0xKD/s27+fD6k+2UzDLgaTGP+/7l7JOHtzuF0RUTyEitoyMeQ9jih072DNMeASJHNr+dr42vwZOGUZxyA0apIDDi+IiIyVx3Sfp/6MQAEFVsG+W3Kbong9Zv0eljfV6+fKcB1LfKr4kLHYvWJ4vLBaR2p8aCBNSlBhnifBlwTpZQlkMOTZPc4POKVkAXD9N0ACEzVRLz79dQo/8zx//+v/g/4X/3v/6fE3h04HK5DNHF009gBZd1An+q0flLdIpq5oOKY4KmgId2EgAcxzn0TB6aBsRhALoIzvOO+/udAa4WsnGkoArrr5s7WpSHhMAOpFaUDBCUXaSklJHBZOmSRTbVQrqDc/E8OmrludjRCQFov1DbqNYoLSHfbjgC4QyIKhRs8+l9xyEV+/U1Ar0JcHRrEaB1mF0gcqIUYKsbSi3B0KJTWJQblduF3dJkA8WXBY7QQNILtCpQC/xuAd5F6VvdkF3veparRNhUK0uyJAIV642AGgC4QXDBWajHoqqoIlAzaDeYMGtTogyqlAhMfbaoBwg43e43HMc7LlCUPUprlFotgg6RDVACMx7Pg0F6CZBsBd1p2LZ9Ry1RhtaDLQWWOp3vB97f3+Flg2wvMD9w9Ib+0xdAFNv1O0AKztMhW4NeDsjL73C2AxTSjXHJ9rX9RGsNsRuHmDjH1M8oyWg9ro9dy/LIcaGoJwKAAKoLrN8JlsaeMTJkKjjOEzUAhLSpJUo9NUV1LUtGuI6oFdWihDz3Ix3xSa3bSDwwU0rAXHtnm++HYPzXc9ze79i3Cz5dP+H6sqEGw+L+fiNg1zvO80A7O7qz6xRMyPo522D9nQdtTalRggXOKS0bwepCDTKulWAyOkHo/fpKAB3cp97e/wafvvtLeNgShF0R0iEh7rgU6tvATrg3uN3wN7//PbQ49sEgDw0fO2E1+L8iY0+KXYo+XjACvdDOFCX42zr3LU0Q2JzaEUPAU5c/wUqL8shJqi5wFbTT0KMM9u3ouGrFtlEIeRNDE2qUSanUUMsyQBG4FFiyGWOuS9ilGRjKCD7MTjQ1KAxwiiIzniKztJQCR/h8vHL01LnaCvp9i/tRqBfsAciVMl3zoXcUoaXouhfPzapbZ5LDmSLLkjNEAE3gHchWhAqCeQ6Dt4Z2nGRKWsP26QXSFVYYYLA7dAQbMLy8vgzweVyJkq3FJA24VxjtqXUDaoG64mysKkiftypQXl5wu99xmqAG0CzDd5++Pe1rJlgaAKfGUy0Pkg2tMYXIIHeHKv01diztI2hk7pV2xzLBt5VRpg3QRt1u92Dwt7jXjBdoSy8QmJYRfspO++9AXKcBzudTflmbor+7I+YqgOkjZnaV9Xnxu+Up+/KPRyQmYkAfAIWmZEeULH/+/Bl//y//Er/77W+hRfH25Q27zTLXGt05b+/veH+jiP/r58/Yf/gRd7/DO9g1N0FOABLfx1bthmPgF+G3ZsDuTKAP6Q1ZwZEO8QpkYw3roeN2wnsCI23+W1npIka2SjJjMjZzkSg/6wPQQSRxR6yORwBpADpPQNxX8dVybxOTkOV38dHSCcxrJC2HAfKYs2U+s/BzuOWy9GkFViTeJyL4Q1FAAhofxoR/JI54BI+W+85TLcmguXb593megDD59I//e/8YAH1aykuU4ecMcMuX+xpfEXFxBoCJV4xrm5M944cksdDulABsGE/0kn7qPH8+ApMlDl/Haonh5kjkfcZZIi727gEkKSAVRyFzzhsJA+P5OcuEMcCmwEuEITX1F2XA9viDT/jx+GYzRqV7HwuTJVV4eMjjd0+gSiKcIzMwmEb28PvxXW4zoFkf1LqY8ruczIDAXRZAisg/AYqaFxKLYD6zvAYLRlBeF+NuHzopSaOfCOM0TqvtVBGcPZ3w3PDnOGTN+NAy+mqcfNjgWVIxF+aKYuZkzO5BAFlMp0cZiuRz4vVW0AHiQprGIVFiAKM98nzf+vzyTfOz60Jm0MS/KdwVQokBAFEsnb+jNqqwHMdHIWAAaeHvdCb4esdXndT+2LG+d7CLMGzC+IOnv/kME+TE430/mRvun6TJS25Sz9exTOzEcb4VcPvgbMOBTTTtgfIYG0DSeJNOnYbquU5/PRIUXksQB7i5OhmLEf+1HPejoZ1kHuVc7Z0bd4+OKwhnIemxIhKdjwYkCICBMvUaYhPpdFCtG84zy9w6ztaiRe8D9MZyhdbQiqL2it4LBM5W1ZvHdwDMhndENUUAjhPkmnT9EqVQIXEqpOqL9wA8hJR+Z5nd+/sdl51KFAjwXUJ8N7tUCWZpgNQ6NWsSQBKBqgPVUPeNIARirTsAsyhJJrOnVAZutTA7rJEpbsdJ5y7mnpaK2/0EQMYXAawIEEWhuqN1j004BYa5rdWt4jxoz3uyFguFz2th8FBMcVDMB9tlg8uG82yQYrFHELgQBUpomZVSJgAlwHl/x3meUGf3s94N7Ww4jzvO845eX6DGAL3WCggDdK01wNoI3EKsGFI4xrqFHEjYSxVcP/0G5/uP+OH3f4O393dcXl6xXa5QUXz6/jcAgH7eYNcD/bizXMgc23bBvl+h2xWuG9yVRIjudFLH2IVj7j72k7JFIOmYOlsBNM9sJKNMzr+KIhaMpGDZdcAkuvSpoKGHkDtniQiCTaswYZA/fIMAa8NaDXDWMjEUeocJ9KpKAPUpPF2RnUPGvNIK1RbgE/9eO+P9uY/zaPArdxxqqHWcfqKq4vb2zu5QJ0XxEdT0LTUQe7Ablczs7fIKONmVuYnRnutgXJk16FZQK/VCRIRBr8TzrFzPBFkZ8B62Q6WiqENLB1Mx1MhhcH2iHTfc3r/gy5cv2DbqMKlI+FvA5gItJ7atwosCWsZeT8fdIVVC90YGQ1qkAjiZeBGDONd/gTD1SwMJdws2p6JoBZwaglrn7u7uLGuIbbKUBN8JgJrRhpZCId41e8RyPuoH0AfR6QzQcZkU6GCKZqnKCLqVnT9FNmxbQS0CQ0GDonWJMQ8NlwYQ4NbhH9NXq+Oe3ENEuyeDJRhaMp383L9661A1oOjY21QyWE6GLZnwEmBtMt1b7ziPO477He6G/eWCt7efsLWd5zZ24xlpuOMEvKB16r2V7YKqG1R3OBylKjYUiFyBrhD/Eh2A2FkLYXuT+TN9svRxHr2zdW8UcA6d5xmvxd6m3FOKULMoTVKWU+fxuGNPjTXKYWiAcAEQRbKmxB7RWgttzg4tFk0aeO4h7i8GdFY/lMbW2D5KS30m6H4txxgafxwcsUcH+CG+L8sL/vxLcC2yw+dWOf7HceDtyxtutxu6fQr2ZBvP1twgpeByfcF+ueD9/YYff/iRQGA0XABC7F3XGTIhmdTJYvy/yDfkPQzfNz6VcatHcSbV/EfFiMee1I1swRH/+fysBmDkTzHdLDnD8D+HRnBeko9Qdsph5PvztiZ2sDyHR0Hw9RYptTJjILfJchzn17DLywWnHTFm6ADMxCIivlm/NRNha1yaTCFfzulfvQcfHM9383CC5V0z3hzd1zFBl6l9GOXwUWbqcS5asND9DH8m58FDrO78X0rjzNHJPWtql05tzpgbazz9wb2ScRmxhE3bM/CNEfMDD5jHnEgfxGC89ibUWmI6g8kQars5irAcHQ50J/A5y+gl+XIfPZwPj28Gj2hQw7yHYc2b542GcY/3PzhusTFKGGPrbYptQiKZtGjAWLCWswNODk+iZ+kUgxOghqObZXBmHS0YSiIAWrRSVQbWg7EStYl0ZvoimkUn11XYPlTo7LsHTbGk4QnwS2fQZeFc543PiQkIQrgxDI+H8wZRmAsp11CwRIplG3tmxTyvO2u+YyWEiLMAEQCwawk3smlhJa4zxzEzxM+zO4Glx1dk+bO+MRaPzxd9/HICGGP9jxU1N6QeJSoW2lEh94K8jKkB9Xh8ZH+e7etHfz48ljFKW1EiEZvJzwcjkhvHw12vFp53/LAGYqeZxvWXOxBpvp4/m7XenvMknRTgwZABOeyJMi9nWuZDdkN0TNG9eOHxm78RBPtTHK137EE9zXaV2c536B1leQGmaDwwN4PxpxR2pRE6tsmOuN8PmEVJ2KIDsrITs5RXPdh0Dog0qDADTLzE4ehovcEf1rGMqEc02q0X/hlBQw3QwhHskvhMN7TzgJvj7ct7dNwh8FRTc8uB5HszI1vQoVHumc5XzA7FeL4aQJc45twKJ6hEMEfiQrZuJsOqSQ+mpcOFXbbclw22kHUkEppKsbaqaND9FB2Gbie0vGLbBe4NvXGL23Z+1x7lisftRLcGCFBqAYpSr22xgxi3JaNUOjd9DwZIbw2usY+0E+d58LwQ1G1DLYWlgBtL7oobim5wKdS5QIUUoKBAtKPWLdhhPu/dHeaK87ijRzcNjTFwUZblbBu2ApSXK/px4rjd4K1h31+hWnB5+QQvV0A2mNYoz6zQYIDVErosEXiS5Rl7gFl0sEGAh7Gvbxs6BGYnPFgW5hgVCgKE/Ysy8xhHNiSahpR2P3VMMJImgmg1O2zWBJB61NqICGqU6ahKlFgC2Zq8d2Or+ugmp5olb0za9PAvfi1Hgnhmxo4w7rDjxFaVDBRLTQcCpQpnSSV0gHw5LnYa6nUfdr4H4F86UyQiQHNDVZZr1o3NQu5n7MlygeMSZZqA7N+hYyNgEXOnhM5Hbx3WGs7jQDvuOO43vL1R36dkuVlqHzUANV9DBCbRibIFk0mZnXV32HmO9XC5atw7xbiph1MgZ4dulf5UBgqdk5GAQBm+jow1DDJ1Czv7lVIIxKgPZp9rstloa3NmS7BTEJ06ITIBpAQsj8zk9qHPRTDUaY9B8FzgaL2xm+dGPSEoQouN15bMbkEmQHX8Xbbcdyyc+oI1hUb9sdQ3jPIJ6zAoio6wEVPR2+fa6C3u2qeTlcFzBFXH7Yazn3CjhhYvXkBNPoKXEgLDdRNACkuIAwyD5P0AahVQhTcj8ydkGkQYxNFjzc55H/lp6Xj4iCUARzOnyH8poZXEBEueO8+UtoOgY4EXnzZRyVwULJ0R83PuLIsEk7IJ/FBLD/Gdy1WGUziep5PNap1sqzx3xiq/yuPBif4DNnQBL6c/r/McERh4N1iwfs+z4WwN53mGSD73+CmHEYBT+G+TPTvjTkQcGUIiIzZiUjNlIWRo1nyNRPDv/G/ewwjKkN0Rs9GD9waz0PAdYFrIBITtGIym+M5wB5evzb1xiYccD/MHPzf/lyBr7NdP8fUc9vQn0w5znAYQFb+m7YoRGKhTEit8js4KaMGffpxxwhi/8cv45xp/PGEED8fDZwa5eS79TIItNz2kQnwJGtffxwnsq9/lW9glUsH1Oi8u51PeV759FenPpx73mFImH0SaT5FW+El9AYcQVVCzomqM1xLXDWLG0GTj/nG2xrnaTvR2BnGmBfhJu6eRMKnF0Jx7EP2B+fyeVsQfPb4dPPKOKpO5kiVsI9CQdeJG4DmyzhgLCgCBEvcxKXJwuZkmSsmBNfHY5DBuVhajlu02JVTEc2NNRBEOPhRI0PJiAkcwA0d0RLDZSSacEstJHIsxPogUy7U+dXtSs8I8gLUECMZkyGuOBefODBAKu5w4RkC2AisDbFgRyES4hUhwPvwEEcQA1/l+Gpxw9OFjExzlNv8+IMCwgOMfXx156yvtjhNhZgdYAmMLg+bRDo11tPz4c1e72urcv/JnweOVjkXyYLxj4w//McEj1XRQl3P4NAdTtZ9/J0CTgeK8PkeCpPPFpxv96Pj5IY6PrwYmNwYfm0He5ACOJEoCFqRucTEfLseXtfbr4xzN42wn+kYjaSmWDJlrZukKmTvSKH9VDU0fHSA33CGSmkg01i20CkTC2C8TVYQb9aoj4xbt2nGgFoGHokj6Ar31yJZGTTqSfRfZ9RKaNkm7FUBrxX65orf71CcDswuCMkCuPS5KY8N9nOZzm3CRhzXBLj6RWcnAIsKXBJxHmZE5REsIwmc5CWIiMYthyWgJ2r6Wiixaz3IxogssgdFSoA5g24BKIN1hDABFoK2PPSJ8TxQ1nM1wtgPdOmqWMJSKWgz3hsEgRdqbTm2XBJAmAEtmGQENsm1TmFUcQHF2p4r20RBAy45Sr+j9hDWH6IYqBaYEz1RLZCYxnrW5oZ8UH3YN+C7mWDPHcVB0nKLoO3roRlnp2C6vKNuO7fICLy9wqTAvoRlXCRooW3WP/Jgh2mmnQylIum6zDgj1YHTfop02qeCGBmsyHSlMU2QBemTTCA/AYHEpSZHPLqNjD8XQn5hln1O3SzEZhDle7oW6FUgGWRllbwKD6oaiAot9r/eGX0tPI5bEOnpruB8HAcqj4Q7H9XJBLSwT7JadzAKgDTumGTAVhR0N8nJB9yh/yiCgk2XDNSizlDUCsBoajKIvASAFC6y+BuAQ3foKRhB+dsN5nDhud5z3O47jjvM4WYJbqW3jbjA1aAEu121o2iST1ZoFc0BiTy0sZQotOohg20P7zOhneoRi6iC47EC2mRk7kABAahnVoUcCAHJ2ljJWRakVqpEczM8z+7l0OhLuD8lQz0TREhCnLUynPINLONmXPGXsHaAO4Xl29GSQQiAhIN1BkN2EpZZBn2eTh0iEljJ1SRKI4XWk7xhjoOl3CwwteEEl/C7OjZUV3nuDtRbl8wxEaUsFZVNUU5yn4bi9MychoU2lZE2QkcHRhBmwCVQXDUAziCUrYPFtYs8cAM0SVE6W9BS1nofPcttMfoafLQ/0cM1QDgIZGh9r52MNv4ddUcnGKDr3O4mAu4yGMtNH7t1G0Jbzk/vl4t8l8JB37gTsu2YLYUCCFea/Ft2jrxzi5Zn58gwTDRkPaLWtuU5iPwgHJ7A0AIyROggcHueJdjZcXjcmeFoba87McL/f8f5+w+dPn/Dy8oIfyo/o2uKabClbn8ECXY65nke52rLlZOXD6NS33DaTGuEDabCI4jsST3hwwtPPGcCWTBHtZJXnd49u3bGPPiBL6zA+Tv6vf/KBZTwASOtlyXxunjYg49ARa8cZNctb4/xjrGReij/uomMPX/SjIGD5vj9e8eM9TD/5I4QiqtRnrPYwFsskXabjvMgEi9exsPHjR3HLOKOkJhqAAQZm7GwD5KWNfSxHkaF9NgHrR8LAx9/J4CPidksfaInf8zbHaxjYxfCXzIMN7oNNar1HiWiHhFA/Yo+SGKNsHCAqo1OnRwxk3XC/375+OD9z/ALNIwNKAYVjWbZBCv0emYkcBNDhF4IxM8PDIMBzo/Nwa2M2mXe0MNalRoZKGHANpzWyIiPbJoqtVG4kKbwdM1BUoT4fvIwHziNLuiQ2pdlpkQ/VLQILXWiQPm3GOiHmffO1DOpm3eEUjUxGiOcmRAXRrxBoOtFjFn3DAwIelol7jJeM1/Oa2HHIHibn/O4//lW5Zbr4z17ao22cP3CbkYjZmYF+BJceL2UB+j8429N3/oErfgyQvz4GHhexbInSOS2pD7I+o1kSlp345sbKkV5pjD93gWnUV4bPR/eQ8298Jt/4MDd8ACPD4OXGhkfDxqACAJRinh9uZE/Xurwn5/C3zZU/zfG3P3xBBfByvaBIlBl4sGbcRxlbqdQO6gC8+yhncq/YttmtsPc+aLF0LhVwBvlZGgtZMiQAAGc5hyRFPajPaDi9QA6K+zP4VbTuKLKCVNyQ6HRFKdcQSKRzhLLhpW643QA4M7nMigOiBe3OrhOiSoZMtO7UJUsmqTFm7ObVYi4XyGxLqzoAZoJlOsq4kiFiJx05SeMoDtEZ0CKCBOuG1ju6sAyuxveXokE/j823FpQSAqhbhWw1svAXyF5h7wdYk0/9ndYA7yesVrQI7LiGNfQ3CKpZMiylPwQCPspqbAQmWTKXx7ZteH19hfWO+3HDYTd8v/0OjoJmdD4gBdv2guM8UeoOdoAysCSI7LfszoTYa8xssmM17QAA4/tba2TPqWOvOyS7ZMmG/fqKy/U7lvkhWKsMmajhJDP4yU2rdzIYyr7D+wEpG7RsaL3jaDeCVFe2T1ZrBC4L595xsqRIuBhivwr9rwd8xr/aC917lIEqkBRyy+SFD3uWDuvo6hoM3OHiu45nV8uOfasM0I8Dbe3WCiD1pn4t2f2348SlntQ8kwLZ6LzdbgeulysulyuKKlo78P72DrhQGyzAMewbW1ZXoJ8NrRmBpuwGFWu7aJQJWqxxFFgXlLrh8vKKbtFZJUpGM2hWEWq8qEy2d/hOK945GQABAABJREFUrXcyBs6T8xjRmEE0dJsKqtIGfP50RTty3+F1eO9oJ4PDLUqCRnJPZhZVUiRfCEoaOuf00QkcD7Qj2CUAIAUFCi1bIJTCLru6oWuWg2XL+hYNbBTumkUN4ZFGqex04Eawl/sIhI0FXCnq661DJUvUgK2wPBiuoQ9EkC01HAFG0qoANnZlc6e9LFqCzcg/Q+YpogjxBDbCl8tyU3CYJbRc0g1hcAHAKSg+fU6WrXWj/S4SXWYLm9j0XtBbgZzMXEutkb3W5Xo4zzwTwBYaWQEAW3aY0+ikbNnp1wZoP5IEpbAbqTFRWgbYPW2IOHC/34Ei2LYd4NthAly2irNbsIt5rgQJ9sse8hhHxk9INGMkVcNnU1EWAMReS4FaG1pkD91zVfBcZog49bC34L+7NTJnYk9JFzGBxl/NsTrHwBgnYAIR/P0EIeYxfdPlFWTrdS0S4IlAt4rbcceXtzfcjwOfP39CNkLyqJBzdxznidv7O14/vRJcrwWtRVt25zpQBJiJ8Ivcx/NbsJp5fQLANDTA4jojHtSIAYsoigBeagDJwQIsFZLiF4PRFhM0HWFJkWSFapTHxu99efvQNsqk3Ue+9/pY0gaMp/AcfT6Fb54xHuYzzHuNeMCdMWfG5s9nTJsmkElgiHN8pYka16i7wNpjnDfO6dO3+tlDgoH5FDKtP/w85rZ8aMSS8+f1M88fn7ZgLN3lfZkMmImvTMVK+CdYEs6zAuHpO5aYzWP9iKWd8wVIip+VY7aSQnxMIn+4R4kYRNMeZWIkB1IVnl1nLeeFQjdh0yRzankVxdlO/PDj7z94OB8fv6jbWk6+zISsiF6iYgBGAJYimjkRvxpYwXgo/Ay7hqkElXEEx9PYZ+kJA6S5GHpsIhZWSMPJcDfUyGpPWhkeZjcDgPV7LJyM2Ig9AYJ8f05iOiDP2goaRssRjOCc27EjCgDPTFJxdh4ZDlECFQqzmW3ir77ecGZ26vGmfu69Fg7pyLg/vecPLO+nYzLGvv6eedFDq+nnziEYzyXWKSx0zUQJ3jCoinNjNaTrmeZrz+/5WfP8dGEjkaVg5lJD7Dcp5UWX640SHsNcF2P+L0Ylv2N5HmsNK59BUL0BPGfLBwMk7mMgz+Dfz2P5rGekGZjnGuS3co1pOM59MfpLMXl+1zpWAzj66l7+vMf/8Z/91/hf/Y/+U/wn//ELAKD1ExpijFoKTqNg8GYV20aAgmUM0Z4zjDTLS+hAlhCpTbFmkUZAKBwSFUWtBWyhaqjbzFKv49JbR6mC8zxh3SFqYeMQLdXDQRCEYCyDw/M4wJ2E5/EFxCzBmmwHM3X32xvawaxBLRsuGzu7sMxqIyzlxo6Y6KiVzANgZld57hpaN1FeMhI6UcZ1dpahuON+e8N5Fmz1Ek4y4HrENSi26wv6ccIay+maG4CGbd8jAAHgvA4tzLyrVJh3dKfQ9PXlFZ9fXmBnf+igZU7R2cyADYZTsJmsgNkXj2CANxHrjYwMAcePwY+i7orL66cIeG7Yr1e0847W7thqhZYrrnuFbCU8wtBYiW6aqls4rhvYTcnBMmeOyegyFvvVeZzQXG4eIJPMbqTnceJ+Nnz+VLDVAsUGgeLl5TO83+F+cg5Yx2kK143JFHMc90bHXag9994NL9sL6v4JXWo4Gwp1DxH3WTaDCGChUWp13EfQVwpLEq1MhyqztiYYIE7RLO9cmF2G0c2Ljg4dfw9h1VrrsHcjY7o4yLmHsxyzhG5LjfKtxhJo68g22/38dYBH/89/9W/wT373F/jL7zrsE7D/9oLLZUMVxeVyxb7vEAf6Gcwj4NH/iXl/AXC2Bnu/obtx3xDBtm3YDXipO279AITabrVkl1odgatKiVLY0EGrFVtRqPNZW2/wfkc7DwAViorXl+9wSMFd2N2tnxRzt9bx6fWK6/UF+7aj1m2UAzEJ2nCe1KOTWrDvgloqmvdI4ha4CW7vd0htkdAQpBZasms8GJ25NUoRsJ1SdFosBajhypoDWiCoBBkyKAWZ5LIpvAPmLeQF2Ki41Aqp/F1udiMYiLI1OYFq1Gdq0kdCAqCGRAmw3QIULbVQiD4aB+TjpNvq6AA7JibQXwvFuSW+L30RERRX9C7suJM6MeFnGfi8r5crbm9vwVic4q0AohSVwtgqIDsTgMBgjfbIm8N7D0YV4NZY1lwLhqSqKrRuKFbQTB46lk7ghFpK7hSuPs4DIudojANw/9q2yhJWoxZSCXC/pR9VlOW3lVpDJw6UWrFfPkEEuL/fsQXwReawhG8TSeuHANIHgJ0lxGZGQpuSqZqxbWt96K8l+0hiv+d5bQDd+37hfh0JiWyMcJ4NcJYJbnuF+wX3+x3tbFAVbPWbQ68/z5GTdY0r/OnnARx97eGvzNGZRHe8vb/jr//m9/j0+RN++x/9BewU1P0zY7fQwjVznCcbX+zbtFVmOr3jmPs6Au3Ua1mvMVhQGR+pPXQhe0ApQiDcU+/IG9QEvSv6edKfV4WkwLcqMjnkcKCHXIRFA6iozIHNSgMFRlc29yh/XL3pBch4eA6L3zNivZ/xu8eWkTCHLNqHsrxBksE7/dWRfB7jEmMZY/UILOWa53kp5dJGjCE5K0Z8LyEi/vHh6eY++M4TtMqfJZ5t+hU0PTOQTcYQgFE2lN9q8jRTfcYzkomChzgtpnzEdwkCr1jCTHTNc2b36zyJwKf0SlznSt7IZiG26LOsod3Qp/sKqPVxm1UEXYGWAx9afa4SnaazTJrIBNu8BMGmsBnZ6N73jcc3W7BaywymPGqV1QNRf5zIc9JK1F/LnKDAMsEWIU0VqFPMUzVppcxsPC8UiSBqdVB7i4wKYqJWgRt1hEbHMp+Tz53Z2Lx2s3Rq08HSUUpC0KrBPZwMzXyojuCEbdQBFEQ94WMQORJFuTEiuth44aTW1Rknwl0rYOfX9NavwCpGsjSe4/yBQmKynvixeT3ZCnkF8b7leAB5l4Ou/nT4x7X+HL6QBms4SRhCdAS55qnWUwzDNO6fGbTn93z1dctn19/nXpDOWiQxQ/dIxlzIeUF2kgIt2ho7xfw0gCaWL1kAMQul8vne8z/3EJb9+JiMoXhv94e5xc0s5rclWh4OVNxDCWcqP8NSitjEZArlPoCRT0tvrR1OIOvXdFyvF1wuOwBm6N8OiufWbcO2VdRS0DA7TbjTKc9AxJ2ADqzhshUK9YqQcXMe2HcKH7ONOoE+j+x/PuLJ+gIQwua1XvnezkA/RR1L2UDWUYlSuXiGCPtTKjO7hPjieySYMiRvn+a43W746ccf0e7vKNXx9/7ef4T393e03vDitKe39xu2y8sAhXpkiEulsmhvhgbA7B29V1w2tnoXF1jrKKjYK5mS99ZwP+4U4U0nvBSUKiiVWWTE3pAZNurQzfKkum+Q7YJSN5T9ilp3qBZcLi9w63gXCgW3s+GoJ2u3QVvrDnYns2m73QVSKxlCb+/o3bBfXqAqqOU7+OjRiAE20BntY5+xBkiNDkTuqCMBkpomCpGNz0QrxzFKE89Gx1ClRqmrI9lY5ylodg5mq7nh7B1nO1CNAseud6CfKOeG66fv8bvf/QbfffcdfvrpC04Haqm47jXKXAz79XuIFhiUQsdlg2rB9spAq509GDkc8327RKctj1LvMkphbKtjT837FZO4TgtfU5Y9SgK0qDiOE9m2l/5KITPDnetl34Zdac0gckLAkr/zPCNbz7m+VcX9uI2SSDpMmSTCcIIpBlwBM9RKTZHW3zgvsiSq+a/KPqWdTzB+1w2+C1ILybvhPA+ubafD2MHSOwsH08yAn+54efkttqIEjY8bztLw+vdfcEYZ6RYC8vQCMrPvdCbDSSSTrUDtDt0+4zgbcKf4Ozwgvk52uUBQasXWL+gA+kkw1LqjNR+O7v3ecB4c8x4isz00F7atoveOv/3hR1wvFzYx0RDzD3ZGP4MJ5Bb+OJOPRZz2ZAlkRLL7GYKKQtAI247NyYdk1z6BGnXBRL8AwGDOBEIKIAPCDYIOtJdAnBzeHDhJXbEe+7yw5TzVj6IDl+Sz5fitAaJH6eEo0w2brLHnaxHoppAqg8oqRVGloheFGNkvtQAaoFJvKS7vyJRfayfSCwMI5LZ+xASUMQ9m0gABfHSYNerTIXxRBXo7IXWL2lPndQp16roEAzGeX+rrcS/VKPNOGYqK++0K1Yay77DWUMxQUvC6N2xwVK0D/O3DAcSYQ4EC0n6Hv1+0okSTBs73YAaNmCMBbQDi0NAS7cl4wwQS8pn13iI2yI5eGn5EJbAfJW9saZ7SFYJNySaGILr7Aff7DW5MZrV2xnhnRvRXcDw7yjIQhrHW+J5AYaXgq2MFaCQ/molTCSDSRgLrOE58+fKOH3/8Cb+pL3w9NGdVC6oo7rc7/vbf/TX+8h/8Pfzmu88Q73j70oJRtzQXiThnlKTGMcCWBejifhmC28DyJ9eMjGv0Tv0wV65v7RWmFaIzhoTQz1mvxQfYHMncHE5PMGLuS5w/+giYBFjEf2e8vI61/swzi3sNHyPZioM1P843gY2ezNzluwczOF6rdfoJQJSJj2ApHz5PwTLmvFks35nzYYJCHntc/EQfOGCN2ZHteZEscaXmuAXrERjPYa7JFeh7JEZk/MKK4WD4L2zA7HCZcRHZieEDJYs//KJZrcf7Vuhg0SLuvUgkPFfmVsyHIR+Sfk/eY8TuWc4G8LnqABPjMwLOa3Gyh1VgRQFTeMm2thgdhVtnoi192lIKSgcOOfBLjm8Gj7IOmOhfBNQRaK7MiDGNRSKrHtlWWwcsH14H/FF0bgy2RrvANNCBMpD6z/dogCUr6wmIzQ+FgbPT+engv4G59iwvBoiHxo1VVYNCzOFhZpnXUKWOFp490I6cXKT1tUfF8nBCZOI6j/eabIJgabmnLY5JkO9b/7euAnM6HQjgBcmE+ho+IVKaKvtfH9/OOuJ95Tc8O+kEpiaokSUHYZqGI2yhn5LZBg9/oTfgPIHW5rp6Bos+ApMq1jm4biCP7/tZmEwmkDRe0gAHRcJ5mkweBBjnnkR6A6B4AALHJvr4ReP6f0GA455d//xxANZDBWIRbCGM3gj4mDWDL9o8qiEOHQwYJmDCofqZL/H437fjjX+Sg52z2J6epWXUdxBQN0bLBghwNhvrSwYwKJHFcpzFcAnKeuKtpQqss7Rr3y9QIc2zt5ObjAOSTQXkcU0kUJQiw75M0gGqp26MO1Qrtu0CKcIuTFFepsqAqbcDdau4395xtjsEhn0v2MoV+17QraHu3IzP1tC+vOHt7Q2yfcGn1+9xvb4C24Ud2/oJ3Vij31tcn7Fdupz0j8wavFOzpbVGPZkQIE2MBGZwU7hFNyV3dnd0x3bZoJdK7QoDemh8bKE1tdWCba8MPsB27NIbQZmj4YfzC6oILpedNrkog6rjQOsH7ne2JwW4QasWlLFWCGRQ+yTG3BxH09DvoBJVN7AtuhmsUW/odpzo7Y52hiA2lXsBqTBXmPUoMY/gxDfq1wkCkHUQPNzhrcDsGPp7tRRslwve+ifoj38NP24o2wXlc8W+b7hedrRt2ha3hrf7jWGRvrL8rVSUeoGioJyOo90AfB7BKmpBSRWUEqWIboNhxHlZUSup/KpLW1sVqDeUywVFmJHtETRxf3WgGS614nacSOr2WIsD5CloZ0M/2yhRsAxWY84L6AR2YOwNsxtrOsKY5eCI9W0s2aq1YOsbmrbhKFvoRf2aDgl7rEj7oE+/p1i8uWErFed5wM+OsgOv+xUXqXjXA91YHnu5XKLk3tFOh7yf0D1YceEQq7LDl6HT8Sx7sGlJr80Ss/M4YK2FT5ad1hr8bAAOtHbn78N3qOUlmMKK3oF2BNPkPPm3NYJLdARQ9w37dWd5lxDYcpkaN2kvuzFwExF0ZQfJbdtRXSFbBrP0AEToH1LjJ0rbIqDQso2W0/QR+7D5LEEDun0H+B6fr4BvdDy0MMXu8497p8g7nPN6+DDJMsh4KoAIUNtIhAALgo3DuEvDnstINJoZ0KITZ4lUmGQZAsWyU6qhG0tjyCyKyeMJ/FLsvAUIc7/f2HFHhIwzkWHnSujQ+XkQ8FL6OMUUQEVrB5k5wbQpEuVXAGrpgCvMaR89NrX9hXZGA5Czdkc/foKdBy5yh5wECTLwYKz9FPgH6GYB/IhwbydAEB2FD4oua9Wx1iWAD7K/JBisCaDzPAYNf9OmZqHRJudYjj086KouCFasxP7ymDBvLZJIiJhCAIeg9YbjoFB2Pxt6I5tG5GRw9+c+Vgd5AEBPscsYlPG/5Xfx2gK+zT8Z/EZ8pAXWO15frlBV/PTjj/ibf/c3+M3fu4C2IE8bgbYBx3Hip59+wsvrFb0HK9McIhXn/UCRCt3K8PWeaqiXQxbfnnFjjj61YG0BYLIEMxsS9ACPOqDGpFDYhmhNNGPIBC7FwgcM2ZWPhv5nErFZdubzFxN8if3be2gDBnliTfwnm0nSDwEwjHae07LpiY8xl2WMxrObFzunisjDZ3lKB4zECr4x1+F0dDPeAx5m0ThUewRvDpSneLI/WAcACMb/Eh86uVZZiprX+jzW8wxxHVmuLMs4gHsMn3WWmC5zPEtVH4oypv+ec16ABViaY9tTmwgJ5i0XBcCXzpqzWuTjI0Ps7OvgArgKfSaWzqCZcl+HjzVQJMo/hVqKqIr9+GVsyG9+t4RTkwuFOgby83fFTy1/zzfSOexDwDTWCAcyROdSANsdowvaMEwBHiFFawGKgXaZ3yqzxCMZRokRjwcSm0dOhtzIRpvjEve3zICBOn94jwnQPJWvDIDNH93FGBLVBXyCP3zfAxNEHr8rRfjGd2D92TH1jlIwSx5nc5xKwAn4Rx/n011/aAoWYEMGGiYT8PA57uPZZSA/sY1wHDCE1J6/+6Mn8Mw+AiaY9MfCiHzPY7wxjdAjYCRRTWTLXMrPZAna8q0PYN8fuZA/dORCyasbz3O5a/NoIztBWRpZg4xyhjK7PyUYzMkf/nfqJkXgigW0yhFdHa1fycGWuhsQG189G7oWbNu+UHSB1lvQoKnFYL2h14LT4vMG/KiCVy/YkqaKmTlh/BKZJXg4r2sHSIx5P9gSWkCpoKQzM94h+8tg0Z0tqbBa+fx6MmPiGfYGbAWDPVD3HRdna+HzvMG9RUYpKd09upscLBFoJ8w7qliwpThfKYntbMNuHWfMIwEYaCWVP1g543gCkR2CTSu2y0YNlqI4O7PxtVZ4d9xOaheZNbR2MuhRlq3Vws11CyNw+hltkmt8HZ+FK4bWwe32HjYlBHKjvNS9sduahaht2vM4z7YVSNaBOzPOp2WnrgnqawkGlqcOVmS5tVK8Uwu8kekgEgGhAckwExVIdJDKjkUeY2fuDJbDoo5MUKlwYeBsvaM7nUGpG2y74EDBiKXBoK+ioHcyjkpkmaaoOmLZytB3EWE7adVLdCcM0WrkvN1g1md3vzJbk7sz0FdQ12ZQNyGoWxnsYTttlJJzb2NAaB5lv2FSSIcP0GgIQRtXcuyneR/mjUy2IwJ5VeqhgGCYlAoXwdnu/yHMyn+Qo5SCfd+x73swUArQ4/prhRegxri2RjDuupXBsLu931FLwfXzZ7QvP8LtE/brFa+vn6ltKEDqAfGIBJqz/IsOpYId1TZIdnCEoIWmFQG7jmQnwRracYf3E+28o/eTWoCiqFtlyVBht0S2oQdeXl/ZnfBmZFvE3Oi94/b+jsvLC6RKBF1RRut3aoUJi6MMsbYFsV/O/XTuN+lvRSppZGw5hlopqp56POaC7hWQAFAcECEDTsf5QaCmxJ46gCObAUxcl6qiogK+o9/7KNfTAeg4hd8L5724hBh24R4Nm86JezxD+m1zP+c6aKHlue8bS5l99WIjbRXuRhFHA4HVdjYcxwnzA6Vu2IF47nn23CkddduR1QKiCj1PKF5h3pgQbUzAlrqzLDg07SyCb/OOLoKzd2h4Yr1FAifA4Czhoz9URiLOFahwaCmwk0AO9ztqx5VSlvGgfmFrBGNOCLSReaRh33sjA6yUilo6vBhaYzOCtBcawvos1ezx6EsAWUtg7BwjN4PUykoKnZ2me+9cPx4tsMUjyCT4cbYoLQ5N1t4NpwC9/QrAozyITsw/AwlNJy/+t/4eT689BOwTNMi3qQhQlJ0Gd8HL9QW/u37mWo8SwTEvI65RFXx+/YT77Ybzfqc/IgRnNFguvUdcIUtJ2xrlhRnx9N+Xaxt8JRcyUMbHMz6V8Lk6tHRIYem+GasQGGfN687YMBlIsvjP49QJNPki5xGx0UPCMa4UIqPTaTLhHBgAKMdpYc7E4xnsnfQPFiKHhZ+Wz+sR8IvvlCwN8wwz43HPoGKNtVxllPE+hgQ8b/oNj89FxvtH1/a87/UM+ng+IAT74UODLMcvfeUcl3XM8/zTX11PKePPiGsTQ4DCywRE80yRw8BICqffAgxMYY15M9kAO5EApceFUJdtjilDhPCPMLGM/KW4R6ldzGNPwttcj1oU1pggb9HdVJSM8SoKD+mMmEVD4/Jbj2+HmkQGnY0PnI/eIhiagzpvMGlhcxQffj1ezZq+ISLtpGCNGNVlLMx5qszYc7MpZaWqhtNeNARzW2xEGAMruWBBhkbREtnix/pFIIEyhY+H6RMjcV+EvacoXp57WoEcRpmTaUV+B8rI2cZ4Rp7N8AjW5rD6ck0+ACWoL2344mZExxJ5PGUCI+vG8PNHGpmHdw5gYb4uMWZpdCaAF8/OkwFCsK5ohy37FY1+XPryVVSYyWfH32Uj2w+vF3iAc0LWY/iH2fApNZbqBtQwFinQDshixAxu8lD6BTeYzXsZW4OT6ZWgpIc4LkGyuW5yk5nP62mA81muN/W8l+dncg4um/r6WZEUvpvzL025hDM7HvCYy0/zYvndr+WQ0HkABLVuuL684DzOGKQ+BirLHA1kQWQXNEWJLpqCVhS7sN06Mw+xXrMueNQsG7pnp4nVYcqNMUSMQ+MnW2TmAxy194GSc90b+nk+lARLTFZzR9cCsRZBOemodStw1HCwMvuKCEapkaFloeVbY/2/KEqUC9PWepSbNDRhhoLsEZYYpUivhEO4bQhQLVafCVpnt5uSmiqqsNi4vBuggiNKFhwU/dbWUCqdQ7O0YxKMVQRjY+ZhZodDln1ZZxawVA3RbwASDr4ZtPtiY6k11cMZi206NnTAPBIXqii6MbstHb1HWYg44AHK6GT3ABjPhEOZmXpHrdxXknEzq1Q9THNo+Wwbyv7Cv2OaHXfDeQblWQg2QJmJD3m1AIrIrHNjxh2o8fx0gPfm0QlJ5h7OErY1Q8/wT2LvZKY9CqCcUsYsJy+R7oqJZpERLcmiXToS5iN1R88EQWfuVsS5hiSeqPs4JW0kwVnWd3NCDJaqA6WQBSeloHhFdUNpJ1o/f5kB+Ts89m3Hfr2iXC7wUtBFoRsozlo3KICadvYUwByXy0bG33GGbySo+wV2u0ewJSjbBhfH2RugdQYQYFMSkTL9nihJZAvsKMk1zn7OZSHVPbsNpkB+MwT+G+u+smxQCswE58kybYZiFL2vxXEqu74ALH2VjQKdvVmIG0fpgeQawCj/d2GptYZOxtTvyc06be3cgy2ZapDQlExfCzATiGxA6Clly+wM9AEkXXr4mp7ZLHAeZhtw0Qp4h4jNbNNTIDI6B5dkLqcMAhlJBOcyeNAR7HUgdAofT5v/6u7D98mvi2WFkVg12gCzBoGzC2Qsun1zSK3QSo0xxLboRvamxV6FQk2ks2UCIe0jv93kgg5FM3Z41LrBJEWAOY/NewBGETilMU/HJe0QACg7/jVpGKz7KEd0iWSWx55tDtENqgRk7rcbsjy9xP5h3el7hjEeGlBIdkKMqk0/dDrvj0cmg9ypFZnsK3Zp5tpLAMr5OAEA5xEi8yIBnrFc2k/7xYHa38khMhGTZTk9ROsPANLTax+cDpjDuEpWMEHJjo8UMncmHpaAaYZd87XROTgdW2SHq2DrFR2a9nNN6AJQxIwbfvGMgZJxAvGwU0u05TO+zAYp2g0WCRREQ6iSYtAzsh/x1Jxmknf16FZ7+nUYn+VruT/nNY8LHveVPv86ZuJrCd9kr4xqifiAlthLl4e2JoEnSSNjthlPyPNnhL6LSySR8qrGtEk/WILlM75lPgeZ5Z8fz6ynICOn1bj5dY7OBIM8/u/D8+Zc+7hCJD+7+OnLq7R1CyaQMQJ8ji9y/5ndGjXKg0fTEEsg25HieOkrIfeCEfdn/ExbrG5sOhUA/Xg+iXOoDu3XrBhj6V2BS2Fiovu4p19yfDt45HMhpwEVIdtnNcZjGCMI+arIKJ3WdTGMz2FagdWQjxUT1xHBQ3Zt0ewQJNQ7QCzA7CLCcoqFCpb8rtQnUXYaEfiYeN3YASQXnkadvJuPdsDjnBFEAqyXHeV0vjrDPlZ8OsUe3lg+WIJaZAAk0JIbsayD9WCZJrL9OJbzswiQYgBeOfY+x/3R95HlO+jcrx2Inp83vyjvg7X83aNsY0U3IliRsIxZGvUAXiFoygpYAZkQeLzWNPPP1/1Q4vd0pLoBwHPXiijFIGAkggEgbVuUKcV8N4suM8YLSxQ5SzxSowPQmIupURN6FR2A1kjOhwkQjNaWg3GWN5hjvNrMn9mwvzrCmD9sQOO5YYARA6Gfj4bPED4+nyyAr75gOb4Clf6Mx7/9mx/xF99/h99+9wpR4HLZIAjdDVi0JQ7GRYCaDgAmsKg/l56bmMNUWJoKPqPWWwDNBBvoPMYY6fBOlmXK9UBNBhkQQ7cELXKs5/MQoVPq5xHaFMtDdAZoDQXFbrB+wq0BwlbZFQWuFQJ2rmS3GIdH8E2qr+FsJ+QkmFGlQnWbS14iaGwU/Ky1QAtLSRjI+wBCDYZt48qz2My8A+cZpQsKCnbXLTZWjtuuG1qUSnL9hD5KdHNyKcEq4vhlVjDySLkbI/VZatFoN8+9oAzgN4MOBr/wYHkqwaXWIshKJlAchujKYtTHKnXJNIKaJ2ToTbtVZeczbGcEmaBtU7Jn6l4gjfamN4eFg651h+8vZIRcXlH2V2i9UgtKMZiEZI+xdBChe4JgiQgcJZhHttz3sI11GnuL0kpNZ2SAk+SedQ9dkGgS0XuU6i3eqgNRtliiNDaSJmPfRT6pcAznfucBprthgvIfOXg+7ZWEYDIFN9PRIjjSh1g5O8Fm8qmoYCsFv5bjvZ04BSiXC1A3WIjEW6lwLSyF32MvEUCa4XJ9hThw1hPtOCG1QrSg7Be4co2wNIFjgdAx4hgpQVCQacKypW1o1KyZe0WAb+nNw+HeYXIScFFn5VQpKGrh0SlL0jwEp6Pk6ewC6T41KWtqT7AcFSCArqEdwXVSwp/kRkztUoIJOkCR1NnIopPJFmLp6UzGaV0Dc2pBuiJslz/PNIzIcuhRPL/D46tTF2P6AKnlkkDIcO/d0VpHESaiNAT6zVl+kyU4LIVCMBvDVwudEkfs5a7AKJEDxyi8n1y/LO/S4X8VIQumKnCAACD9qinyWmsJuwyc/Qj2TOgAqULFYX4N3zq691lhckU2dInSPN2ojRTXlpHxKBkMRuMI7hYtUaQfD4dpMikkytQw9tfe+rA9TERU1Fpx3O84Ws8wEKghoB8s35WdUWrM+TYTSekAPXRLWtG54ccznhm+ejz/ZOMOoXtgsNLJUukDrC9Fabes4YNZ+Kc/xvrLF5ag7Kv461sOefx3xA45Z0l0drTWcL/f8X674fpyDT208LfnwMPd8fbljWXJ24ZaCo77HZqSJh76uBLMsKGI/MhuiUAo7KAuVzjXLAAyjbJsG3PuWrRB771DzdEDPEIkZR5js3nvSBbaiOB8sKXpoMw9GjnkDKUefEg8/1v9eaSHTeD6R+zfmPN1eTycj3NvfGaSjxF5AJ0e/doJTkj4qXjQ84U8lqLqg1aTz2eEGQelz/Qc6/jDvMi3cK5mV781Ap73Sxu5+hd5bXnfmSyTkK7I5/Nc6vb1IpBhG+DT5vO865jyPT0YjvSbbASvPthdBCUl9haPQF3jfjSuM6+Z56fs9YONHVcny14BiBRIcahxLrIT1QTNBt7wC45vBo9mHbKDckJLa1Nk8DkHORG1zChOcIQbosfmMFBCf2LU5LmXSZsBVjoLKWG+LpD17wzecjPmRJKxCc33JsVtBuzpHEjUkbMEJAABk/A1YhGbwbRw0Roi64uHjWc81zQYY+LOB5g0uNQuyoe5DOuj0dBJ52VQzBZ87k40MpFgoUFisMvJrRKlH54bMq+pliWrJ/FcxNl5YExSEFCSpAUitJsKNLqIZDDI4DyXdjyPMufBeZ5kU5ijN2altQAbS6FxAvD2CEGudppLKBqnjNF4fM/4swyeyHK+GPsRo+PZoBr/LPVn7h9XM8vjE5pX5Ktx8SUY4/M3a1hpjOs6XoG7P37IoLFm+/c8ZXYVm8fTphGb7RjrBdSaJZW/4FL+xMd/9f/4r3GcJ/4X/4N/AtEOUcHlRYEuS9k377P7NJVZPjvZYwKYUeMHDgT4084GwKOEKrLHKdgXAqxrFgXINp6c9/uuMCtorePM8i8JwWQHEOLZgFCYMWurx3wIm4ENrR1hIaJErcQ80WAfeWTmxFG3ChF2X2r9RD9oMSBKYV03KHx0XcjOap6LqnVcgu7vAFyio5CT6u9hD3MT1JHdW4yWA9lRogcoPzdgh3eCfKrOjjVFqJ8UG1zJtWlsI229RXa947Jv1HJzQakSXbUNZzJlF5Yh9yXOAQZREQCk4yOzJNsss5wSy7UM4Kw3zOAuNnUpZAtRQJb6ctRaMQriio+kLu+14PLdX+AAWxbLZYdcrnMzN2DbK65+if3oHbfbO8WL943BKYK2rpV6KAC01BgfG6V0Gg6ep7Bv2m6KIgwnI9lCKh2uQl2RUka3NREmZGBl2NksCU1HM7s3jhWWTmFPdkro3bWZvBk6OIuf8UDjX/aa1MrrXmbpqXNOWWtAb9hEUEI8/9dw/L//6q9weX3Ff/zf+YcsXVNFDb0BCeqriqA62XmyA9t+jdLJStsSnbh0v4aeQaH76B0uhcBS2WI/VkDqCBLINtpR6gYpG0QqgUfpqKrU8/Eosa08F0GUCukb4I0gkxrEO457J3AddkShEK0Q2fD+/rfD59v3HVvdYCXOGxsvQfUSwXaWWIaOxQDdFdLDNxMdpZFkq0UzFGEZ8sggx5oOBw8ZtLqTwZKBZ/o2cy+e+7EnO9QpIO7Z/nVN/sAHmyQ7D08WQSRPWwtGTQZXhtZOnNFVr0BRNh2geCbTouZ1BD1C5IuAOyTKuCRKiMOmdgYlIhtqBXYYYAXvx5MI6giIaW+ZIGInUmbAycoiS0qx+aehHdXNcR4OKwLzO7DVMW8Xzyi+xoPdP22AKMsIJXRMW5sNa/rRcZZz2JgtxKnP1nAeJ84QaXewZMV6x1YyeUd2iHVDl47zJItKJBhv4fwN+YoPAsMB+D/9ymMfzUQvAJQ4xyjjDvmMCYYZTI17USNYUvcNdbugFMXb2xs7hf7Zj2ePejnkG18bv3s8bfrbHns8gMlkccd5HPjy5Sd8990r9n2DFqVYeuglSmgT/fjjT/j++++wbRu75JrDxKbsgOiIRXyIWa/XFF6I4UGTYoQ4AgAKVO6dHiAikyKAZGIs1rpZh1qHJUhjw8Su8EQE77GeR+UMxt7+4fiFfzIqAcb6p8WZmoJPn08GS9ifItkVMN/tDx8TyMfXgAQRALhHJ8XHi5xMsXw/5vMtZYhgZyydPw3wyD+4/tgPspXb8ywzXb5jnG8m8wZzdX1DgED5owmBmQH0A4BE+VdhrJRVRyxTjfU8AsO00vGdud4NBBMjrs9bXGM96jj28FcdGppOZtNnzq6OlCaaY0ySAb81yxfX6uaxgmMPtW4RD3vAI9Q8hJaYR7b4UBYxxwS6f8nxi8CjZLHE+H0d1MoSRICZ29kyk7eZFN5BhxsfladTTWbKuiGN7Es4SNQGIX3WA+XPlr/mjiM2z7qH+HWfoAbpe9TgyC5qvKZ0klOAML/X2Vo1HHH12TLQmwFbweWy47w3LFfNDX/caBl3LcBwAnMisnOaIvfdum8fPg95WMBzg/Y1a6bL94j+ssB/BNcx0cGAzMeC/AZAI1H2cY0+5gfPMBGb3GzGH8y/8yqGIYp/2/K7hkdpoTxn5iijVH34lOslQmYSBoiAauJy4x+JLkv+7Ot50tin0fl6fKz7MiQy7rWUgvP9WMbp8by/9GD987KG4lo5xVJ3a91I6fxZ/E8Jza7My/G+XxPT6OOjA9JGJnFsKHMqAogsSdiQfG5ACF+HeP3ZQsTPBaLAeT9g7qi1IcV4Uzvnfr8BuGDbK2attaF3OsRlnxu6FscWQr/nceA8owQlMmyqOwO7mOFrwAII3Bq6nbEeGwCWJ0jsLN16JMh547RZFbczO0gojvsNbh21Fuwb50fRgrIpChQds8SE9xIOcoyfRplwia5DM4smuFxT1yV0VWLNMwBhd7IEK76a3YLB9IOTeaDIedeAbkBL3SXB+9sXQFL8VKiDo8D+/YaiBcfN0LujuaEAqKoxRg7rJ4VMR/DJObNfNvQb0NymSLQD3hWmdDCHbkCXMe4EaTbsW0HdFFq5WQMdvbxCywk9D5TScbl02P6KqxvOS8fx5Q1ww3mceHu7w4xtit0aznbgOG4w63h9eUHdCswcRz+xy4YtWqCLVJh1bLXgdAxAejhewk6Q8B5CiTKTGvGM0+53M6AbLvuOs7HrVhpYEUHdKlrvaGbYKjsQ9dCG6U/MjWTSKqLsxlgOZfEM1Rem2ACOZhmBPtixLIGJ3FprHP8OdFiI0vbwL36ukPnPc9Rtw/X6wrUhnNUqU+9LUFFKwf24Y5coZwuQyRAg9Laj7juA0GeLdaR7gZRrgBVc87pV9NjIzAu0C9vUj72hYts2iDr8uFP3KsA49RPdBd2jI1qEQ0hNMJFgBDtLxLQCuuE02rEa+j4OAqXH0VBdgoWYOygPltKx5O6R6ZpMZkHXV4hUDFPdgNPvUCsLk4W+WDMGBLUuHdnESQ5VD6+d55/AkYKeu8L9nP7KENONcsnFHxiAT5KiIkplZ8mG5geqXPjuTA4NXSmPr49gBML91h1uZCyVELYnO0lHqesI2FyCsRHdM6MawMWGvR5s7DK/z42sqLvf4b2N+1X5BKkXlq91QbOO8/g99l0CEKdtPlrHeXaWWkaWz2J9WzeocM+rVYHrBRAmX293wafKErrT+khGtpNlX2Xbcb3u1KYDg2BsbLTQg+VFUX2O8Xm/o/UGEYKOTALQhgIFJbT0HLQrZwA2ujqZyGeXSYBHlgOfOUeR3RA39GQLe2jUVe4bPbR7Mj7J7wX4LCV0Xj9d9kdn5M95jOtYHOBvOTKuCz/j630847d4Xm4Qn63hz/PE3/zt3+Lzb77Hdn2ZYxZ+gjo/d8bcYMXoZI9pFRSp0ycPjdyH789bBIBgteWy5+/JclzjhvXZmxvUFUUNpRj20lFrh5YGVlVUaLkQXwhb4Uj5lQ7pCVYkuDPnWl5j2gF63TZj7Ljf1UZlcD/tHf9nPkFRN4/OiOVxFq/gyyi1WoZrfWbAmM9zOGc8vJ4v5REAMksHs+r5u0f8Ox9K+oX6RybeyloaMTPSJ+UYaAJtD/FSC8sacXXMR9psGfNFtM74Mu+/BLCETFgs9xN/U8epL6WVa9hHf0Xymn0+LzhGGS/9meXZpQyQpm4nQlJDpx+XobRh2KbBOlUAoD30AogLLq8b+nGgBsP/uJ84jgOqFd9//x3evrzhX/zzv8K//Tf/vz/4HJ6PbwaP7gHCTGFYDmIpzP7Nlr2L6N6CXHJcDCaC64VdN9wasusBN5ttPJoU70xhqXzoAnaqEdVRVz6ou/g4GJlPXgLRDnHa3Ph91gTyQTxPwjjiAXcYSqJBy1jYOhHGV368MOSD3/177ydB+6Xg8eM5c8yeeV0/dzywYuKi+mLUM2j7FkyDIsHtZ79VVXB53aOLmaKUA3ocOI8J6ogAokA7gWYLGIQJIOXC7/ga88k5kYzWzPyfDdh3QE52d9ONv+sGvL8DF3fsOxeodR9zFXBUsHwAQceXGCd3GcKZomQqZeDTrVO/IfVHxsFSx9dPr3h/e/8KPEpQERLdC4XXCI+1mPeZhked9F0DXHxsVipEyJMxNcTVAtDDCiAFJU21YN+VhiYdBVnqoPmNf3wi/AkPzhdSaUuKsi6ZC+BxFYhQW0NSXFgU6A7ZFLYBR+vot46tVqgUnO2Osx3s7BYMkwQPEMySbGmsoa/RzdiRKphLIjrKRo7jhvvthIty83VQ9FfI0MhMvYcTyxKHZCtFZ6QonzOnjT7aPcBSbrpnu3McWjI2DaXuKOWCooBbx6VU3O93nCcpNSwhmQAtPAE3lkjtyuC1+8lSKaHOiMCx75cIYmJuxSzRUlAFUHW2c48HJiLhdnXcDwZwOrRJFIddMSD3fqKdB87zhvO8ofsN6sDLywvned1YjkF6FRwUzVYtLAOTCOKcHaEgFJJfnautVpiQVeHRsp5BBDPZ9+aAzK5qnHSzaLbpBlPqb0AAB8GaUrkn9n6inSf2/YJNFG3ruLnArMcaN7R+4Dzf0U+KirfeULTg9fMF5orjOOFaRkYL4hTn7WSadXegkzGnRRdAM5hfg1XLedK7odYNbXTUO9E7xbKLKlp03OO+/gzT595nATE8ZT097bnEHhqgnGOAsOt5JnNvrufzvOM4M8jl/t1aj7L02e0pBjwcy18SDf3pDlbwOIXYawFUYRLZ7rLFWhI0gEFaqZBK4WndL6iXT9hE6Bqr4tN1A1RxnCcDFq3oXuBWse0XXD+9UkMm1poDaEvpmBhYEmkz43paOrgMbByAikN1A1zw+umC4zxC7B0ABO4V1+snqLxBlMBkAlL97IB0lLJNBkIPVRrtuL2/YduvsO0TRC8QKWgAbOsouKC0E+o9SsfmWHY7OW7BEKebY0EIlRFopBIIRZ48yl41wFIn+CXA1MbL7jQxr3KvDOceTrBGXXAcDaUAWyXLvXdH74Lr/orjfoP1YKHEw1dVeOnU5DIdzKoZlJAJ09rSoj7uQpQJz2TyuxPQIQu+BiPjDgtNvBGIDz/V0dsNx+0dv/9yw2++/w0+ffoNRAvevtxx3L8AISJuLjjOgy2eQTtxvWwseYainw0mgnbyzHXraChotqGqQIIZKMI23tgBtGMEStY7ujWyz824Z9dXXqU5dJvM6VIKbveDjF1lwsbiUQ32j3F+tLOx+1Cw8N3YtfN2P6BK4JtMPAJMKcJdl3LHjBOyZJKlbrRLvO7UMEmxbZa9D/aRd5xffoI3Q60sWT5bx3E/Ryndn/9YPCF9BNTGsQb94Yv8bEwTr5eh70f/JbuorsfZG3788Qe8v3/Bd999igSvMJEOrlELZu39dsPr6ys+fXpFC40rHlGWOAAZe7iOcZ2PDt9j7BXg1kMyPn6RJURm2XWtQ1qHC/dABWMGKQSpU6rRwp+o8rb48wm2PMZYOrQws6SJQO18DpkwcXRr8ZmCB1Y3MhaQ8V6zNmPmAeTx+aXYdI6VhG+f58z367CdEV9FF8yHWFnTtyDDbn5+giYQweOUX0rWhMxZAI/g33IMlvqHv0u2UDzT3OO8w50d4Yceicz3WybDlnnwEPN7JArzezTnQgBeMmOplC2hH8mTZYd4D1vGOTQ1jzKRkMDTKFbKyCpjbRFei8w56svzM4DafAIylBGi5TWeoTA26ACOo4WdLfj+t7/By+sLat3x/W+/x+9//+PfHXhEpzBFYzMbbcvgy+h0k++nvoKOQEZC9NRaKo3bNLaYAVJ+npOameJE7CieJ5DIECS1LINAd8fZDUX5M2q0CraO7OozMgyOcNbryDCX0BlJWmoJQZzUPOrWGSdYeWD2OBCtaU926+jpNMs0WPG+BGGGKGtMymQaCoiUWkzGj5fNQr9VxGbsoB0rH4JTUEk3MBx9OlWJTwAEGD6skvJc8nxG3ZhN0qCfM9vL7yiVxu04T5Ra0aVDemiiZJBWpg6VAKFDws28K8vrpoH5el/LzmrPIFL+nIfgkXn0YHOXfw9mUqzLWPvzoeU+9PDizESqFlIDs9Qo66LH9fzhQEYC2BSfopN/DOyTP/qOp2+Qef0isazybhZwcLJMfBmEZ+OaRuxXdigz5WwXXGCmAHpknMPIA8tm4SwTifGhtodGZmkJeuMgRb4PQLIUDTKhQzAzCaKTuedIR6pHsC4BPtMGprAoQaEC9w3mIPgFYElbQDrBa9RP8POHmfUwi6DlwHE/UDfFJhsEGGtTtytBG3cUBAvOAhh9ADWXYGVkXdJZkGC2VTiE2hIhzEt9JF5z9w6EMC4/R6FeLQVeHLU6y03CuejeYceBWgrqHt2gAMAV1wtBuvP9nSUW/UDvB9xOwJiVbifXTxEizL0zM07bTQ0zlpGl3gQZFhIl2Fn/ncmRmcVPaywoGwOls7ETlRWDbx7jNIMRpChhnKfHuJY4l2qBVoPgAkGB6glcyVLLzLcbuyXdbu/oraMWxXbhXtRPw3E2uBDQ7NZGi95EakohcL0uYYrD80madZyNI8GMYkGKMI7gzg0NDXBDb2zBToZMrIkI2BKsGUtwzdSttjNfGnbm8XMpXts7SzJVMogO7UJnKVCHRPcyAoymgDULLbG53hZV8l/HEZkQB8sxMzjtQX2Pgiy8fP4N7u/vOG8H9s0JXF9e0c+Go0uwhRTFDVBB3Tb0bri8fjeceSlMVHRXnEbzBwAIu9TdUAqg7tBC3wZS4epo5wHrvKaigKOC5a+Cl+sF1g6YCTYtkZ0NuKEoyr7hfO+Lnh9ZF9d9g0Wyoxal9lO50G5BwwnfUFOIPm1pZ9YfwEgmwmQ8Z8DhUfaXJcOeJQKwYKZP4AcNQDeKtiPsMa0kRNkIgyxEHwFzBqZjbXiHK6CyY6PACHo70FpoQ0nBtl1wHDcmV7Ob1wjwcjosAatPZoFhrhGVMmySG52U1I5zxwMblPamAKeFQLahaEcvJwFmu8NaBFLG0qCf3n6Cu2PbX3B2dmfrzaCyo5YNl+tnHMc7SulMChSC0S/bRuaQMhGiwnLLZpk5r1Dl4lcIUJVMEZNAT304MB4TpWhFby3KJglcEfjX0XxBEakIn+PXTjbFOM8MroCt0r8ttaA7O/+d5x3ugto69svGJE3u+09O7yhbwaMbrXH5tFMEkWDUEWRHUtodLcmu7Og9wHWnTb0f54cA/J/tGJH+H/p9vEGWn5f1oRmxqcy3QfDQgAjBphOy6Zob/vr3v8fLywt++9vf0Ac3AVBCE4wJjvf3G2qtuFwv+PTpFb013M+TBILVH8/M8EPcQ9b4WHPz5QGarPo/qdM6WOseJead8SAadS83icSNTyd6/pPfwgYsGdlqgFQhoJ7AwDKcj3EL7UoClO0BbPIBhGRiSNIO9U6N1XF/CfY83neWmucF5P0yhFvIE/G3+nx9/g70jwbDfb3+uIuIM/roKJux14yJJ5njqewQyVpbwC4MElngmHlv672y2QGHPqVhAjzSEm9lvO9rIIj5DNa8kwHoZ5T1BoHAAfrtAfqtcZKXlLfx+QyjrNa8wyRAI4vyfZ9xZFnlcyIGdPEhUTOBoyX+XObGQE/EyGouhttPb0xObZQ2uFwu+PTdZ1z3C1rvOI8Tqx/2rcc3g0f/1f/tX+N/+k//PraNi8A79UFSi0AlKMfKkoYcaAPZRuoejjUftrXstLIEss5sh1sIgYbB+gh4zFpBbrDTuGVZUQ5vTlHSalNUEKQB+9w0sj3zyj5axdXiW+O9fETp/EFkBOKZVcz5LuHMJ4prq8DX8jqBsLmA19tdM7EfH/OO52d/dif4I+d6ugB//MUY1+kBff0NC9Iz6MDqwZfn4svxWmwvhphtEciTULMqjcbzHF9s4gN4tIbB4bPPa8KSaMnXdIJHmdF6uPMESwJUmW6KjCAnS8WGO+frQD6OCdaz+NSKodjiZHiNR78YmG86fubNIlkGovP64mGMshV3jLagH5xnOOPZCu9XdPy//j//FqUo/vP/4T9B0wwA0uWcrMARogTQk8EFaao8FzWGBbKsmRRJd+/hDEbbS2d2SkOQ2Exil9Nhp7Y9WJkJiIPZiv1SohTE0dodtxuwRbmqloV6Hxn1rK5uY+NiwNR7I0PUHUfz0AAQtO7Y94KqbFFsmI0B4ASPWteh+0OnAHNzDUAzywC0ECwBACkbSx9gwbri770zbZOZZ67DsL0S7w16rTlgobmRjhCBLdo+7x3NBf28w+2EeQiFo8PR0fod/e0O0YJ6uWD3ju1yibbUDKQdLGmgwCDvrRReL8sxkqVIunbZK6ovAtXu6H4ApaE4A1PqyHHfU0+dBgo3F2HgTWFqrhMFwSgVhUXHKyYTC3WpFLBOJhnnZoe16Eyzszz7/e0d3RBOR8ctbbILLldHKYrrXnFkIJ2mKP6QShLgjrE+HhINCmyWjCWY0c2gYEc8ZEdBIRfFrbN7oD/uccPpmT8EoDPtYamC3tLedDpW5KBDg5libjE+3K/P447WO5mC6gT98vyebZT7WOO/tuOf/+t/jVoq/if/2T+NTLKjuaMm4zG0HGst8FJgnQwgMaBWJcBbCk4LQeQ479FDMDxEtC2YIyIV0AprURJFhyT8FD6/3Gs9BBdZchFOqFCTqKrShKpAtEC3C+7vd8ICC0iqorjfTnT5Dn7/PffsYKBr2WEge9i7Qpy6fMzUp583y/nITGJgLmUm0ZLJNnh+AawLdGjsOAjEaDe4TF0UD5C+d2P+UygSbyDbUxH046QQDGrB3M8dfXpBMf2YOAobY6kZR80xiMO8BaU3g8QU4J4JHXND63PWZllDKRXFawSHLF1jwmCusDzvRRsEBtl3ALzXTSqkkLlHcIPguUrBvm+he9TRjxPWeujJORwH7b3UEWiaORX/i2K7bCgg28JjL+ndQBJkQy8CVx9AQSkFrop2UmMD0YSlbBUvAfCVbXuQwkgAW4QA9/V6QTnZIchggO64XKjzcRznZLqEDESzDnShZtJxMPGL8hDwx+gNX/+5mmGOr6DINpM1ElUMQ+h88Y4jYHQlG8kEwbbsaAEkZjnbn/Xg5Msfvn59BRAS3XgGZuThk+NMgglaJIg09PnAffFyueD6csXlsqMIV2KWS2sC7RGY99gH921H2Xb4cdLfLvS9PvR3l2uVJZYbWMNTkEPQIeOXNabkmuvd4NLYPdcsxIc/+u6IWYPV6Ug/VOIvnjtZTenbswsWaPBT2iX+JAOuFB3PhixMHSQGpP8RmQJ5ejK870ct1Pl6gH/DV1v04OJFkVl1JOO1aHDgWCRq1jHmUVUGIDZj4xx9CYDkg3Dyg2WyAjuecYj46MCbmnguKUnBCyHDMy5qqdoYrGWf++PDJbQ+dK/g/B5i4D7HaBAj4v5iHntoooo7inWgd3QN/y3sOIa/El2J5wjmBWIKYj/aJsabguzTCRF2mXdLshX2i8FDbmfbd+yXHdu20VRFme2/j7/0zeDRv/jXP+F//J/9JbZt3E8EYSHWjLkYUhBvlKRBgDINCkqGP4+oqLlDLFrPjVrzWATrWGaGMcq1hk3z5b2S2c8YGnOw5HZ2XILQiJlobGhzYY/yvGFgc0Fm5mEG+GN+xpgwQ5ZXm78PwwGlQxOHrpDwAs580/G8wX0IDC0uhn/8jj/JIUJHTwViUd8bCwdpnwJJL90oVJyxymrLgQedjryfbL0eAPxDw4z1szHxvjJSyWzMOrcPsReff6cTm0Z9dOuIt/kSQM3vkvndEZ17eMIWJUqZWfAspdFHR+dbASQHAuBbN9DH8WC2YZ7fl3n9+Ge5h1gPE0D6tuv5Ux1//cMX/Iv/71+j/VOLduMBVmfJnk/eicTG4+rLyiOgk89Sg76eh2hm13IHjDN5RzeFnAc8nH4eZOHRLpQQtgbZIpaOcbQmdp6v9xO6aOloaDrgAdCjyDriftgYoMBdYt+io0NWAQAtA5yVEFTko6RwqTpbHDsQU8ZZ6rmYp+zUJFGWnICIARALdlcpzDIDUfLFQCm1IeCzeQBFMlM4ORykEObm04kgKYQGmVToDJAkBCz7idZuyA48zRuanbj4gQsA0QsgBd0iwywAwRkGNVCWdBqrFadnogKtDDQsglF3I2hR4xlmkOBJWab4eG7nyYrW4e3krAv3WgpIr042lwJgOUbv52BqmbdBexYRvL19QdENKICdAIWS3yFasO9XZiQFBATCxvSeNOp4nO5jLmVJr2XCxxanFg4Nx4XzjuLBbFZqkV2P4Dvtnzi8z70Z4N7erMN1loxnki2/ZwTVwtJctklmsC6d3Q6pw6BQE7A71PQ7yDgJhy2CuF/T8bc//YR//e/+HZC+EgD3CSimdoaWAimVnbGE5aAdAGqCFElX51zqJtGJLTexMDJSIggpY3xHcgCcFzQlPWyBgJqJCsgWAHELX8rRzHE7MvglazsfmMV+1ppC6ndot98DvaMUoGwFtWwoImQ+ZklqmlABAyMJACiyuwnaAktgEPM5PSjNxh3WI/vDkhfv1GxyJyOQW2+PsY9stoXQsyC61gEiZWS61RUs/04nPcYsOrb5sL0RdAQTj+u1BVid1+2YSUDHiJQG2JXC/fzCbE6ACF7FqGchjkDgCFhXxLWp0AZ7D8PDrygSJfZRjpddwUQc4vTe3ZygkuX687BjLOmtWx3zxowNDWqttJcBQJv7AI+Gj41KZn34NRaaQEAkbxZtxmTLZRlNsitgOVdTKJz3dnYCngn69OiGVQKsNHegEdw+jwMtmA8lym4fWNTpwOfasOgoLYpM6lrYKgtmKNkbnG899gqNvY0BpaJuG0QzEUDG3IhNfqE47d/NsTiEf+QtH/4qx22JPGawLuPDM2G5vm9xyGUKaUv8rVmS7RTHZsIjSrIGaYBev/v8rscLXv/tj898uTZgCisj49Gch7mnJdBjBg0WCdRC4yu00rDc84hD49+eyz1izXn3y7XJAvzEWoxE3fgZIPAhOqscwq+lT5MgzvyCdRfMpzVjwkk4cJnx6IobTQBpcQiF+0/c2tNz/+hpRLwQ3z5ipBGHhE/9VVymX93AALbi3hnr5ODkoD8mfemzzGeTSX5+ntc2Yu/0G3IsornNqvkryyD5AixxrGIP67OhDmJuizWw42LqdOYenDjI1ETO5zJWSuIQiT2IYCS7zYbrmmCtBJD0uW7o54E9gKNkw97vd2It65f8guObwSNevPHm0hCITDHTEYCSOpdGODeB0aVM+JhkdCcCNxCQneQIltCT35dzdjg+7vN7872BHKyGgEEjHoAKzwUBzGuQZEEFSj4CmLz5eHv8LwNtWoXFWHzkry4LTiJosXGu+dTCP5outyy/+ei8y2t5rofJBoxFhmVi/dHj2cYODEKWutRvnG2exhCL8fFgFvmgAQIc/6IFXWwY2GEP4uNB3HpYWGN4PabA/NrxufVWHsCQ+MXY6+JNX8Ufz7fr6+fmeshbzrnvklkDfmylRydw5MDoQEXDGOsFWR7q4yvzomQ4KcsFPc2RDA7k+dmn45r3OuabD9Ar/8+sSWosYDjRayD6azvoNzLgLbH5pL1YRxJM8MTPhuymyK5DfEs6PvnANbL/8GyXnvXl/Puwjs17bPbRsSPKx9oJiDoKOtrZcLY+6sXH94Qd6tagptEyPjcTB4VXIzNlFlm8CCpFUPTA3VjWZdZRt4JaKwMxOGphgFgUgIfuRu/QDkhGHREUBqQznHuN9uKSNGmwxFXh1P5RjNJNj8VIJg6glWVtvTPgR/exAWfCQbWgbJXMJZuzUJF6FizdoFMXI+IdvR/s6glDPxpau6P3OyCCugMiFS4FGt2nzA6M7hqpdgtqigEE0bobPOJwMkJCtDM2Zi0AeovOdrx38Q5FxRJm8t8xlyyTHcMkT7R6AErg/nc/Tlx2jkfvDe08oSp4eX1hWZEK1BVadbAUzhBBJDA0xYLTTAxb5h7ClskGsrlGxh8bLJ7MsFH7LUI51RHwygg667SByeIMO9jd0LxzPoeXkwyjaUvy/4QH2B20jXHLYwoEz5K5oR0wVnmCSL+yw1O/Ita+bEgGjwbVXkuhBMDC5HIJLbSi8JJrlIAxNTcK2O2sDBHukWWWCoBzmBtbZoszm4nFpxE4AiBOAyksQ20ntbpUgAqFhKNLIIadUiEXlqpqRTs7OhxbASpifUfb+pybzP9mtxvArY9teGkmTWAQWP7wug0GQeFaDfaRmAH9ZJcZKxCn9pcgujT1Mxi9tHMc5x4+fg8dJrLd1AtLycd+Odf2eJ7hLFiWMvUGRx+sqRzcx4wx9xmDj86YPUpwzULf0BG2JTq6VQdQIS11pmhyS+pLnY37WffRtUqVwJqqUncIiPNKsDkMTSTKheJ7laA+0CFS2cEvQGUHULRCRVlqnMFP3KO5wZuMxO6Gjc98BHyygAmAZxyR5Tcxn0ZIG/Ynm40kANQspCWsDeAo95Ecm9ZYFn027pmlFNS6RVncwuCQtZSQLLVS99BWy25bgm4Nw3wJIoaRCOYFYtyDLFi32xagmVG7Ku1h9/bgn/7ZjgcfeI0a/tj75eEliX8lgJBLJZ/XWongCIBCgLOdeH+/4X674bpvIzZClN723sa1sSRH0NrJRIhG19NkcIk+xlO+XuHXTvz63kF+yLKpAWY8+fQR05IlS2ZJ/p2ZogzmRzwQeDYQ6y4ZbphJNc7zuMzRIMpHfK1laqnS7ywPtsgi0UJTWkaskff2/EQfmLk+oROBwG0KNY9zLEDg8jHKqiBjzucA6fGVqUsYD2f55yOo93SWp7JHvvbR+2T5A9hTrWL6O/mlIxkwg+7wr9fYMoEpp0xO6soCgDMW9qETaMkqQYJHE3AKokTutda5R61ajZqMWx3AVlwZZqC5+GcALNmoA9yLcQ97WlShW8VWN5x3ln7WrVISoffZcXoknX7Z8QvBIw5y0WytOksT0nmz7pQYEWbosytPDggzhB60al+MMKaHu26yyEHJzRqPv9Ml+AUN+2A0xaxLoMadj17zXnJ6xLUOQCw1AwBmUBMkAh4MiplD1aKVajASLJDMEZhjOhyxyYqGkBfWJfZB4J639S0+8Ag8F2rh4pTnHP1qJf7s6dIIM0A0yEBIv/0s6/qVsehNwTFDBhcYi34gpvLxd0So8/Bzvi83LPfH15CX7Y/vY3Z+vml974OtWY/ldR13lp+ZY8Yg0eaYZTZwBRKT6RHrSndmiKnNI3NdKKIklE40WtZNB+/D+qy7wUTlx3gte2cy7QCFCetvPYJ/l7ju9IlA48RgkRnwMSVzmf4K4zNzx3F26qIk8GYOWNiltOFwbDUYMcK25O5OfRyUJaBGGFfHVnfq2PQG94bjbJCTehC393eKHS5hT3wMLGVjJ5gDdzpBBrYkrhuZQu7hiALeHKYdagUuIUTsHb19YYCVjKiYa3O9EADrjeUH6ju0VLSDItp7OGkOdj0z6+h+opYTUl5QdBvOFJ2S0LKrAewMYTaNwAgQKMSoQsb5rTiOd2it2AI0Gg47nBkZIZOkRYG+akXdN2xbdMrMe4q9phY64Z7aaWB3qsv1FffjR9hBwE6LwlHhXqOVdegSaHazq3j/8oVzW4HuBc1od2rZoFVxvt+GzSbCGM6GN7ZYdlKsyXRpox6dzEqHo8FcQnIn5p97dJlLhmsB1FErgzizgrP9iOP+jrOdOO53KOrIvgLcZ8/7Hb/5/nv88MM7bu83XD/VEXSJUF+pug9dkAfDtx6LjbCk3+c6GeCRD6YAulEQ04HS6ugq6LCYR4ZSDTWoyfrCv+1+UDQ5QYuldI2DlrZyGm0PnQeP7FxeQy2Tym/W0ZoEkyznRPoIUfKWwcev6HD3hUHFQ1WiJDT9FQ9mBwHtld2KUkeTAlWF1AqtFdBCDawydR35Z4cEeFwx2YWqgAv1rBIQNI+kVrKAwrcxO5Ei590a9iipreUzIIjXybipRQApkHoZPo5D0V1QdEfd6IEluKBaohRYIN0BZUmPmFG3K0pOWzsBpF7ddK57P+BeYM7OcbVWMrs9hPHFwocDujeUori/vUN1I5gSc0qdttpFUFBgHiw2AcgeTVuAMd/gvNZuLQKJqWWRNnnMSU07wDUmAVgBYRKc39LCxrUmkHYnA23bUfZLcFjJMgKSBRPrJDpwaqwjlhHTFzjPO2BA1YIiyjLgs+M82W2yVkctiqpbdM80+NnHPZZSOQ7ayRyvJcbeQuOHPnOtBc06juMOa0DdKq7XK/R6RTECA/v1O7TjJ6CxE5KH312VwOjUAgmNkMbyXE/AG4jgqEBaC9vZ5+vhP9aiuB8nzujUpsKOlHUrofHGvTO7NfduUC9QAYqGmDyCUWeINtjA2XsAF+BYoELsnDqu4cOv7D7OmXA0g933qxDzH1G4LBGzPP3u4QMffHb5lSw/LHHYV+9VgRT6W7fbO263Oz6/vqLmPhqfK4XJJjc2R5BikFJxeXmBC/VnHYtOYZx+BMWSTJrpE/MWn2MYH342EP6h4Ome1sTKZCGZOYFgyEiaCTDAUYSfMWKPYDNC7UE2hayr9NejW7dngu1x+Khf9shc4+UHo8Viz18AFSbVZZz34bNLvJOi3ckqneMVkjA/A/SM3y0Aja8j/PCdC9AIhG9AFulXrspX3+ezKVE++wSMl9g85+BwK3yCaO6hSeqZDOP7Oh3+ASxZrOVZGr2s8WBnch70wdQGokFB7gPJhF0xhOWZIV/1MBHWuF8H2J7Py8yg5bIMi9CWIxKdiS1URSkEiWrlWum9oUSS8exh91unXXchyG6/PJD75eBRXLioxqb/OCDzZz7Y0d4vByM6Q3DRCbOWqQOSgxWb76hRDEd45Q4AiEkjQ2Dwgf2xXpFNmrGbo0u+NoVFPa5xgF7jPPMBOjA2ITpL0abQSR9mtwCZtZAcLACZ4Q2QL0EeTLDjcQx/+UGQjQjFwznHnPXIzv3SE8fC9KCHe//6+v7ABds6ZxLUc6L3ieYvXxVofYBHa2muD4wFl/kSP+czXO/B2s6PZklwBULMkucdr7/QSPQ+YlrUDShbaJ4HG34TwbYpSo1yISh024Bsi9sXyCDmRDq7nDuNrJFeBnNDqqDUmfVKUSf+1wc91wXj5NN55hc9bwQ51k6klLN3EI04775tfsnweVYdgnEshvfXdgyDahz7Gs7R5bLj5eUF3jrev/wEAGgnHWAttFdn77Bbh/QNulU0cXTpKL2gRkcfFaHyhWeJwoFuQUVX1u4bWFYwHABwWpzHHd1ucADbTiOvRdBunZ1kIKhacH458PLpAlx21J2ASrdOgCvAI6SPYHxaeykonz5B0PEuFl26TrzfDZ8+fYL5iTOEbllf3YPVcqBXbjDYsgUuQg8j234XaHQMYhejAt0EvZ2hKcSyqm4dHcB+uVBAughbGS8MK4ABsmhBFYGXyN6AmxgFzzH0Au524loV6D2AGXYDa/0d5/0N7sZOR4VjUlSw7xXbpaBWheoFWnZ43dDLju+//4f48ccvuHcPttGcx6psG+4wJkHCCcm2weftDsmgT4Bdef0SzLPeALeCro2AW3bOc8d5bwQKSnlYU1oqAMNxnvjy5Q3Hccdf/dt/i++//4R/8A/+Pi6fK87W6GyfJ/oRgXrdsG9si57llN4bbucJ3a4zkZDOssp0lpD2UciA8+no554tOHE6S12sNQZpHvox5hQk3spwts7ecLsduFx3bBYshyiRzD2RYrxfO7DAfK2bRVAYordLt7jeo0zGHL2fqKVjq5ch/py6JzCy1H5th7ujn2cIm3b0rcLrBhPaoWRW9ChRLQPIEUg0pugnk1Y4T+jWsJXvoG5o5wHtFAImy6JCUGAtOnyBTjODb65ht76AIbMcR9RRpaPbCX874EeDuEBkR5ErykYnlf5BrIfuY83XbYPbGWCkwq0AUlGEa9+Not2qgrpX7sHBELGzwXuDFsG2X7AZ51+grsh9zwRQdLgG+qKAF4f1hna+Q0RwdqCrolSuk3sCw3ZEUCeAKbqzrEClRlOWcAaUdpzBhyO7sIFXgbOxq5GZQbUQDFaB2RkMyhOsGgudHkTA6ZmzjxjVGko7oOeN+m8NgLILX49SGQQjewh3984AOsAjwzkw7ww6e294+/ELaq3Y9x21KFp39HZSK+h+wDoz1Hq9oNTKYDgBk3aH7uzyV7xy3h4NKHUBmtmUwSR9WyHQ5E6wvzVYzWCNQselsrTM4KN8+CE47072cP4cQFYGsuxeWQErnGuR8do2JiCKKu7SA6RlEhvCbH2J7lhFZutxFcFpB67bJ66JSGCw9FpwmuEWAtkqCjeZzyG14pJtHs+gN6N/0QgGJHArVeDnn8Tc/OGjBzqS7GsHRqLzZw+ZPvnPAAnjfZhATXxDzJdgX0Ygez9vOM8TZct4zoDeRiOHLI+W1rBtG16uVxgMb2/vEUdl+Wg8y4TXF/DoIcuZMc2S7AUI6vJEQQYIeyNRRixSoGVD2XaIVpR9R7KXJQG4AG34PZFQS9AZdPFNFeqZjA9PO+Mkd4glcy9f9vAR4nJTqPt5xEXIkAkmXoIEtVbslx113xnYPHwmgS4NsIWgTzICcxwJiOn8npgn6d360Bzi+4d1i+FwXcQfZH1WwiYGmh7J07Gyhz3K83J4lzhn6JX4fH3VlBs+3vJXJq3yD5IZnkBavLcEUDj+BJBNTcYWzwPjWRtklNwjbETqoklqZK0Z/dBsgiH06dpg/3Nes/T39ANZigYDA1aEFEUk9lPqoJQNddvQjsaEjGcsLpEAL2jtgLjhn/2X/1f8u1/YaQ34heBRHgR4HD0FAm0CBCoTKAEmqJP09PV1BlZhtNAfEOEkw+UXDkr6MkEk0Bd/Fp97QCC/vvoVtKCQ9vzGcQqs1DEfzvZj61QMY8g5nRsRK00GfrMAKPP8y/8f45dfcBDIKrWw41DvgJBFWZSbI/VSJujWsqRwXSS8SSRbZi81NvOkU7MmPlsxD9pxOCdZK58AYbLQEohjFzECRi3enwedhwKtlWJ57aQAbxjQAQwpUNO2P06ldTjWJilzbP/oKH48/DM3OIFL6oLwIphtr+w2EtopiM8wDkuKauop/OGLSXDs53+/GpzZQtR6ouGY9nckJjyM0wfn+nAQH4/pJ6RQdK7DP/rRP9vxb/7qb/Ff/B/+L/jf/m/+lwzazyiFcEOxjstW8fn73+B2e8f97T00NjII9mG/ho0ygVp5dKoWZgZt4Hw/f20waWC9OgFXdlzogBgu+4br6yu2reKHv/o9jqMh2ZB3d5z3O6AM3LdzQ9kqN8Jm1Drp0ckSOccdLDk5WRq3FUhhIFq3yYTq5wlXCoMzu9vQjgOwDeZXqLYB2nc7kahlEQqTnueJ1jqun17woi/QbUM/byDDp8X6P+G14vt9Z4mDTkF5TTrvQfp53TbUreJsDkDJPFKBR/csiKIUgccm3VtD7wfOdsN5vONs77R1e7a3FWi9QK6/xa1VoAvqtWLbdxQtUDM0Z9kQotwjvX13RztOvL7u6FbgzdDagX6GHk1kq+63L3A3VFUUhJ6KcpWbk63hIfYsAbofdzIDatlCYJ8ldFqA835Ha7y3437Hl7cvcADtOPH29gZVwNpkqxxnx+X6gsvLK/bLJTqgZfkNBZjP4x1SdmjdhmNN0VqfWabFHnEfXM2EhPObyR4yDFwdJxq6OTPFRop47s0igmxNm91gCnQEWckwSp8g98517aiQWeBw+CIirFWxS8V5Ekgb4LnaEEvmOhcUKOzX1NEoDjPD+40tnPftgh9++AnHQTZPiQxqqRvqvoMsSF2SaACEovsePqdDgE6Aw9Ag5igOVGNHN4Mw0PHCzoK5J4PsDJQox3HBi7+h4D6AunYY7H5C4dCNgHPRin3fguVzAVgMBwDo6chIwf76j1C236Pdf6JQsxX0E7hcryEkTJuoUmhfQc2q1hvsvKOfjcFKa/C9MkH4OEEJru0MmM73d9y+0KchMHESRNsqhetB23d7+4L99VMkVMjsImjXAdlgatSY6pyn6g5pDWWLcidR9LhjB4CXHf3tjcFWZ6RUSoGqo1Sgt9ACAoExBfAaAfHKjFyD38f5EqwLnHAn48X6GayfFiwFls21fkOWaxZUwBT32x3n7YBvHRWCMwLFy+UCcUUtO27v7zj7HbVv2OqG7eWKtje0O5/BcRyQLkDZAXrseL/f0azDoCNTlyVHVguLGqMZAcKv7EebXTBB7RcBbY+1c4AKwz/3YJJaxBtGG6UqqKUwiSMN+2XHcT+jTM1RS0HZd3xXL6i3Hff3GwHpKGvMLtAQ7o9ryYtuBW5CxlKUwnGsFx04yxEHddfyCCCDMQGZu0fraM1GIAtVFNcQif8zHwIsDgSwgLP8UR72iOHgPvt+D3jS8pnFB1+jq1Fi7Cyf+fL2hrfrF2zfscRGAHh3mHQU2YDCvaK1BimKul+gWhHtTQLkmfcxQFmNKG44x+uNL/cxAMQ6YqIsVxFhsswF7KIFBGjYWbamIe7tEcRHpY2mvtqIIR+/TiLD7xF3jasTgaBwT4vY+EHvC4BlPP10mDtm0yEytntnMqUGeA6QAT0JHVF+plwTWyRIM3E9nluMr4iE1h4eYo5MssnAzpbPeTL51lNFzC2CWgXZSOn5ttbQXhSoq8/Sph6fLy7NUJqzddTTptjw6ZdfRFwTwPwiEwF3tH4gG4ANP0UEqbNoizYfn2ewVlOrM8ErDxZTluHnNce/B9CV7GxhtccgXWR1FNgAwwTBlCzQPUrfI3GUTRws9tlSK/cEhP1rBLi8PCMf3378IvBo1n9OgMCyDbSyxs6WunF0LjSL9qvrvMgODmmGJ/CyaBBhAhoM6iZdbbB3pKBIR9UKlUml7bDRZrnULVDsfFiIQYtyLAE8WviZ0kFyUTpVEMgQAxVSFd0p+hhorajy/UiQDGhBTS6loMS9sLUnEVFurGWMZ40x5XyfAqUORy11IKUYTjg30cFwYI0JPGpu6etP6hvGWPp8LUEtTPBzbiA0vGnkkODY/PWDRaQhWRfr8rS5Zh9R3j821yAhhvk8B8Ms+fredV4tP8e1flTOKU+fe56f47t0fucIdIAh7Jf6WLk2WrYeAIZDkuDRV0dsHIhz03rM1yDzXGPc3IeR6WYTOMpRy5tNUT5zdrpLZsH46scs2bzn3D3zKpZzfnQLv0IQyUGQNLMUUrkGS4gxJ+tj2yreQ9SUpSOcFewmJoCTuu9d4V4pyvzkcABgqZqwJE2c3bo0xDxdab94YXfUUnmO+x0m77C2o4jDreE8GJRn6WzJ8gRj9pbkTM4TSXaIObKLkFlSgC3sy7Qz1IVwiq3WKA0zo/bSefB2CgMRB9kNP/zww5jf7cdjBLHugvvbG8Qd+/WCSy0osuFszEADYEeHukE17G4Iv5PmOyeNqKJsW4SgwchxDKZKZhV9YTyaMZvb+gnzjrK9oO473m53iFZc6itzgVvF/ezot5/w/vYFrROo/t1vf4NtU9yPg3pRQhC8tROXyw6RDVUFvjGr6JYscQn9Dj7/uhG4v/cG8Q7RCqDxfi3LhsgsO8877vcDwA37vuP68orL9QJEKRHAQKlsGg4gcLQTt/v7sMHtZLvpWitaU1z9gqosszC7ox2Oerky++S6GErOo6JsCz+Vqp+c0Hjr3Guye5GCJbI0qMkmZdl2UuIV2QY+fyeFz45i2oUaRWAwrMJAXMa5GKD1LFshhWs4nxmAmk1/YKzD4TnmrQn6r9AuAcBf//AD/s//93+G//y//09hZ8dlv0TZMcMgc4Fqgzj1WfjoDBO5NriWYctcFGdj6SSBQo3EnkG6oavFJw0FCtQIkotQeyXKnbjWGlTSzwoGgCLKSbgWVCo75pZK30grGRylQXoAJEqgW+o1wNOOul9R6gYpG2qN4KTTbznOEwIyhqw19JOsLEMDUIDe4JcL+nlnsiSe/r5VmAazz6hJprXCvcGOO6R2bAVQr4CRbeO9oe6jwCWSVAhhf4d7AYzAhJnj7CeBI2cZcxR3AvChG7WuMQGCZamwk9+nBhTdwbKH6AqYnTK5csLfZRAKBKPfBNkLh74QQS76iWwMQP0mXtXR7hhsWDcoCnZ9wWW/BnOyx/7HK1VVXPYN1h0FBS/XV+z7Fe1s8O6oe3bHiXvK5Er4qufZWSIYEhbJ1i9aIFtBLQVbYSlYO06c5wE7CZTSp1KoEBQ47rNbmgUIXWuFmbErnCkB9t5YhiFk7XarPC8Q1QNBKx/PKUCEKFth4rNMv2UJyqqXYMRzL08waiaIstww/CfeLQCDFg1JjEgyCuCd8ZB1UOMvAmgz2vo//5HO9PzxATVZA6aFKbvKSmQwq8KYLsGXqDN48JPyCE4NSuVovb+9w35rE2RQlk7a2YCthM/B5LO0DqkdUgq2fQfOFsm/p7hiIBX06T7a557f6svtzgAh48yIUM3YAdUFZTOo0zZnLUCWogmYaBETeICWZOpQp0/LZDsO8CquwzTpDBOdecDwht7G4zFYdqrQUuHFUSJehQ6Y7SEOyFjOwXV3oEMCCMvpkVczF41ndDiAb6zzmQttjmvGMAtINvxYhP9sy+kxQ5JVIzbj/vy81p+BLzI5loBVxDPJsE29WIt42rCscbfxvOEOnLcH0Gj1OyT0jjAEOic4hQGEh7+SsYMkcJTj6cuEQ4BICRTmc45GBTmmMhnCGsxuj7GSVat54ASr/qWDHSAL46LiUZLzy49fBh4h2FRpUCNA0xSlDRprSdpfvjYM0gQgUmNh6B6NL/EZ7cf7RRVJS13ZFyI6xaclJ5Y9AAGkzdPof2Un15+f1kc8/7HhjLrP8R756iQTlHk+NxFejwn5aJzyw/niE/iSn8vfBojj8NjMMSdp1t9qCDHGFyRQxPfa8+XxVmLBfzUw+fJijB8W18MAPJ50IKljQON+nj83NiJEhn/+UcVj16cchxiqdd3RcXsc1+dhHq/ld+VtrEO/3HdJQoPSjHLY53xIFhadbQxnYz2JrgHOB8cwSGmcFpviy7vW8c7NNLMqcxMA1jnkyDnnD493dNZ6nm/LdefsWbaBBXTyr5//r+zo3UIkLsCjMLK+ZAMcGCUetRbekwqBGqIYU4NBl7JWTTAKYEDdse8bzpMOZ1FF2a/h7J9zvIQ2T0u0O+8N9+OO87jjTKck2m7n+Jsby3vHBlUCp52bMsUl6TxAfGqqOZKzGjTbHtcgyxg4brc3FAPgDX1/5Xm84TwMP/zwe1wuV2wbhVJdBLte4N4BdIiGKognUCTYR6laHI4xb0Kbda6j+J3kdeVHlmwOkOuwA5WB0VauwN3Dxld89/mCs3f01nHqHbsILtuO+9Hx/uWGdpLp9LZVfLpU2HkCUU6RwL4qcPXLuBYdz1pgm8KaDCcos3e993CCAHiFSB8sD7OGs52hzxDB8nEAzhLGUjf0g2yvy/YJ+Mzyl33f8PblJ9xvd2zbzBilw7FvG7Z9gwgzXCOQDRsi8rhvyHCEw9gtwVPRp0Amn5OndktkPh1TzNaToVfYhrfM8jXr1GQgTqXDCHMvJxglYUvX5hVDpDvWW1xebB0eDaPS3i0aig9WMkCmAFF/bUe3jh++/ITeTqhWqAYwAIIpzRwOUs9VCygcHv6LsN3uCIJV4aqAswabbbB1bIKcKRo+WZnxX+pMpR2M9ddQAnRgWTb3Uwpji1JwfmQ2pSAIuABAcDGTaZIA1R7nMGjdo9RWAFfqc4DPmQyXSH71HgDSSSfZWgSkBpGO6A8W3y3DtWSzFYH0RnAVBmsHzrvBbQt2nqMoYLd3SGhzeZSPUFMQIxgmkBnfUzUAyw+cozjc7nCEgx9rbQRACVA4wf3BWO0WbgUnuXUHPMtwEpQCgGBKtljPAawAhtM7mhFQaf0OM5YaWidr47K/YN/3pbNPiE+Dz6eIohbDZb8Ei7FCukXSIBO8DhcCleaG7tFlsTtMeV5R7o9FCcwUzY6ezHAfd16bt467GTU5NnYIlI3sr/P9nPpmUc5tDtRCFu3ZKcDOwKKT6ZVTWmY5moSGVk8bohqFRcHU14JkSUo6ggAgLE02MxwJHmFN2i0yGvm9cHg0xIAoepwzO2Pi4jh1spgGm+Pnp9Kf7ljNft7XdPSffvf1kb71wJjCZ8zXFMwZ5c/dHVIIXGdzABiw1UoQHYCbca2mHzD2Btqo3jokGo1crld0v7EE86kce3isEdfMVOj6+vSx10oTxM/5huE3h89FdkjEv1pgSiOk8T3uxtKiuHEZH2Vsy9IlMu8+CiUJmBSMebaaAkm/4/FZJLA55zRCckKhOTZjO3z22xfuiZOJhIgzZ9jn4+f0QyWDNDgZwuFWaA7w07xZQ8HxHCTWUMal8b98mmvnuDW2cvfQF433j1tyeOoJZgLNfTyXBNpXH9O9Ty1NdybB0vHobeyRD2PnPthFo3oq/KWMxR+YShH3j8eYsfB6zyGhoBpzMUIGlyx9lKnRG8DR8AMQ8yaefXaVfnwUfEU1OmAK2d0rQPdLjl9ctpaI8mpUc2XlAp66QzE6AztiYMPPd8wp9Gy4lu+KBZgOU3ZeYdCuOTfiQWSUkQhrLiZ9GLyfP2YwloEj0ilZrvXRzKyfWg3u49cl2PNsDPMEPmfR4xgM4CENGals6vN8Fg5mIqOzU52M7xpX4fh4GHIDwPMzAAYykb+X53f5+u714jmGkt89g3Z8/IkAdWTZmWif1FiinbGPfPDZYeifLwPLa/L4vrTDX498fG98Zi7M2XlqNdRzuvhcuJLdtuShHvirC1/n7s/MgzFfYrdZuwhKUo9z3cWYu4W2TJ4gv//pOfiD8X0eBFkE5h8u5sMx+zUdZhycWreB2rs7mrN2md1ZKPRZa0WNUpl1LUg69nainXTu6yaRXRe4a9DpFWWvEBwhHkrxWmYi6NxIBGQuoX3ROjoa3m9v4bQC7KSRGTxqN4n5oklDYCBbIlNM/URvdwBG0ClNgzmsdZhkacQUx6sbg0CpBX447scdxRrgBWbR2ck7rDccN5YC1CLUF4mMMadbst9CnyaaDRA4sbEXJH08x3ftMmcBhGqZ7y8q8AKwmxrTtyoGQ+dmWsiCkFYJYrnjet2gB/B2u6M3AUrBvu843aMU1gATvH/5CRd5QT/vSKryeTa0YNKYvZAxqgLXIIWowGrBHY4WNOVi/3/q/qbXliTJDsWWmXvE3ufcj6yvbnY3u6gvim/AiSTgPRCQAI0k4Wmgmab6X5poppEA/QMJeHoQIVAziiDwyGYTJF83u4vdVZl57zlnR7i7mQbLzCP2uTezMquaXdmRuHnv2Wfv2BEe7uZmy5YtY+c4UoozWEqHhCUxEAn9FAauHmPW9htuLwSzFDLL6tblAf64o9YSra1bMFRZDleUgu2XaLnKeT7gIqglGD9y7yjnXH59pHOetjFNz7mULBe5apns1sNZo6uoimA0RKmZBeUehw+QjCEBA1+3g6VLS+Jx3qP5BtwPACzt/pw7mKznT2xTOh3yA7ZQo7P9OkChUKNORR8GsxraW7Tz5jHfi0NkmewGrh9MXS1FCgYfgfu01W4RXMSzC7YN5jN2DFcYFCV+zoAbWsm+LhSkLloAMzBeOJ1DdAZd/LEGODI3qVnyM4MQBzPFAUK4DbZGtsEy0RHlcPsNWhFduSR4UMHQzjIAEZgqRbud/uUIoe3iwdQUg/eGAYtrimyTedwxg4HWBoYHkynmLiHy8ADnPiowkO0D9xN4d/jCycjJPXoGLsDUP3JHdCnmHqCFz061BHvzWL+ZvHAU9EEWVx97lB8Gs8k6UldT1wUVEjIDIXLtglovKFpQF+Dy8ICyLAy4tFCcOOaQuWPgaC89LICu1BRB2IzBeTCMHfBUggEYYG7vg+WVgyV9KgSbVApaacFmoiaSLpUBUnEMkJE4gok4S24sM/6YyeH0991yPG3aZYFGuZtGovVg0HDKH2zc3qkvmJ307h3Hs331YDIfDKYhCoyBCRuIAm2njpV5gIX3gse/kyNYvieE4DNv+n6BpYCws85/Hy6vI4BUCMg6U7DDr0ymNpx+i0Koq4XDvCSkag4y2szI0pHU4QPyhmZy+RwgxjnmHTlmxYXPSXC6kVPcw7dznWbizofBSwgji5LpAYEJkyk8Tzpj+TmZe2zaiWOvPOKR4yL8Fcno83uaIPbg/OH8u1yjp9Ku7FZ7vNmjq+QRn57vfCYTznttmZ88jdBxH3mtVWSCtXneeRoHm/akDT+9fvYL8pqyFO3sp6cvMhlOUWKPTCyF35llZo6DTEI/Yxy+TcZGGrHrqbEF8h6AA4iyo+Nrfte8hozJPRhmjunXu+N47/n8OBFk5lzg+jgD3hIlknOvFbljB6aPll0lZ9wfny/A1ED+dXIq33R8P8FsOzKRKgorZWo68N79bjoi/825d3olbuycBZX7mziC+xNVTSScH5/vz4fmp29Mut8cZJxoh992f8ezv5u2h20Vdoc4lSblmz0dqdNVfOs3OufqLEWZDvln3jrIJprAjcjdZ2awMs+b6Oo93THX5reNw/EMXk3s48ZOQNz5uk/W5vTcPoEY3E/POzeWXCKY9zc39vyjp+/OrzrdSNr6e3Of9xSf09P55oeAO3Gj8+cUh5hcPlEhzTKzIzm/M/89KYsAiiMCyNM8frVQ5ygnGHOehOf3zN8Dqd6fRibHir+mMy0lAd4c9rPDE++cE+bVfeO0AYTBP1/tnff7m9mdv5XDgSnOScckGETRsc5s8HdJ6VUJUUCnj1cBieCg247+YjBfoLowQysUfeUDJnPpujxEgFMCO/XT9WTLXsfeboArxhjYthvL1ZClagSEM9MiTodEg4knUd5qzpplHxv6fgMgKNWmgzYsSxzoQC91YfDQB6QolsvKuesUArXdILhBUOCV3cpUjJoh4lFfLbRFCogPuCnLHNyDLRgQmTu6jdM6Puw0GwtoMAvDmUpdgQDFSwUgjt4bWuvY3XBdgDbapBdbbOy9bWiLYu0VIh5duQY37ACdagSdRYHb7Rn7RdBtR+lkbe2toXcyj8Z4i1LAFtUuGKZwqyjuST6c+k8iQp2GcpSuAlGe58yq1hL6bQXhBABt43Pftg3XyyX8SMEY0Qq9KB4fH+BOfRm3ARtt2g8CMANjaHRHjHLlYVCNDFi2DhALu3kH6UxbBWDuIwzgE/w6r6aw1CJQn32iJnU6AX/S9jn/s5NVtja2COjZvSmp4n6UNJ9o3tPxMpvlkmRvMFBIUzrXyCcOs3zy2g/m8NB4KTrBEnOW78yW4wIKLqewqlMXSCBYlkJQ2DwYeGBCaTi0BrMrgAMxgyuoUQVq1hxj21ku6sagIaIoj2hlROhXygKtFOLObm5jMFA6AEBEqaRNx9hVIAh2nDubCgwHdECdrJsiCq+RZbfDjyp6PGNVZaAGBmlFa+xv1BXrbYsLEHbPgsFbQ1kX+iDW0duIc9GG7b0BOHel0wgG2EZ9b50gCtF5ZHBSI5vkLoF3OYZa+GSheWanbV5yXXiMa2GgqSXmAe1Etpt3N2hd5u9rWamPFocGQAGN4DVBxyw9lEx0UWhdS0WpC9SjI5pld0eg1gfUUmBDsC4PUGXigBsfx1rDx8fAUSYfAW1dWFaZZWwEscj89EhuFREoGIyNPqBasNQSbMcI8gN84ee5fxkXAESBfW9o+05bEBp4ogLrtB9wBGB6MMJ7GwEucz/R0+9nwm+6uuFHi0CLw26WblY0jeDzJWMm5sR8vim7oXPfBSQqZxyQtFdkKVO3S2dlze/0EMWR2U9j/yp6k8+8/Jk45buY2iICuMIHdXPKQm3Vp9uO297w+PgIhN5YUSXtP0XJwUSChBOkWmDtJUCEYL8kO+N8jQ7cJxGSDPDquEdLMOPHz9zZpAm4h2yAT5sqVPE/jR/9OU658HU8/AEF5GRbZjQgx5gKhI1A4jiqDV6NbWoEJlBwdyv3gJnE7d69iAM4msyief0SNvDcbEcmHkCzFjYjYp8E1wW08Um5mCwd+Ok8uL/uU5hxdDHD3X07MIXoDyCG909XhKzdKQFjZG+mxhy7LErEUvfMIwmZj0Ov4Pz9iXUcTMK7juz5nJFe1mmc8zo/94yAOQcz6ZrPvmiBVkpPqGbDpWQdM1aZPDV5tYJFjq5xeTGS+ryfW9zf/fhe4FHWBabgYpaMkYiXoUEM3ETPOGn0brAS/DiQgAkgTLbQEVgz+wUaaNiUzMiubXlk1zTPhR9lJgiH4dcN0sGcOkSqeLXhNAcCMU50+AzszYFyEuE6g1XnABJT/DIm3FkLCHPd3B3DU8w0jRnHLCft67s6hsQD+J7T5jsc6QzKAVB8E6oVAMQUTD8p5p/HD3h9jz5/L6rs4nKC1zUDeRWoemhSxWyhf/ra/iBwjs8EEVHuG4F3Eog+AZI+d4Sm1t05hWKutVYaR0mSueC+TCLKKeF4lTo4j/TcdGKQPn8dUzPneP/ZkOoJqHMjW6XioJzj/AgZcU1j+/n7lrlncBjkEK79pqnwAzvcgTaAi5SoPeRDl2EY3ln+ZJwUewRiwILLZQUk5oli1kyKCNowXC8rhgCtD27kZoAWLEuhvlAwBhijMeABcq5l+9mOre+waJl8iG4yy9tDD+Pt2wfOrUnVZeBNZ4QO/dbJDvLe4HCUQbbN3vap2SBytClelhXURCpIYWM4c+qtD3TsKFCIryhF2BGuVlxWip9qMGxsDLS2A+64bTf2mCjsSAhZIcWBdirZOJVViypn5wkwrfUNzAdut0aBbDB7np1FyPwybLcbs+rOTb9bx8cPH7FtG9q2Y72GgLQo4APtdoNKxZvHC9zBkra9YXQKf5tt8dqOPjpKAUbb4RUUwnc92BY34N279wAULx8/wHpHaw2LAFtrqHWZNq+ocLzmk6UtSKByVJbn9DFQysGkMe8ohRn26+MVVSXAo04WRZx/DMO23+Cyo9QLlpWtJFmCZ+jtGSYroOsElpZlZSeikuL3xz7dW49r8GAuHGj63D+KUMtp7tVH5zgPcMgBiqQXljda6BiNkXOx3JWaJ9ug947e+51zPBM/OPZTz3UUfoKFZs5JT3QagPM9/JAOd+D5+RlijmVh2V8t9QDQrKMr0FulswjAB/2IPRxhHQ6rCy6XgeVquNW30KXeJ14gUX7LctjUuzFw7YwRpWFC0FS0xN5fjyy1FiBYR6IBfLhioAcQmmXw0X3Pffo7brm/shtj39liqvUdgoG1FlwvC5blQi2vpULkgl0MvQFVHLWW6C7jeN4/YN8GzCism2Dzfrtxn1OBdEVvZOqtl4U6mB7i+3DIUrkzp5yCYibmRgid9h7+nA5oaREoCgV1I117BCSGWt4B/jVaI7tmiKFWhdQCa3EuAdfw6DEHjo3UnI0vWrBCL/XK8k5R1LpyLc1EEctdbBhGtwAbaScBoFZ22iE+v2IpV9jI9VbhBVBQE60u7Ii5DkVZLpwfBahq2Idj9B2QAl0qauF4bR1QrSjFUetKRiaycUewg5zNUtzpi/TR4Z02rSzUqlEVdDhaN5aTlxW+rBRKD8bTCMYmgUeWYi8luvwB6KlAlQHj1P9gtzvu6eeyl9CFiXVAZi4TOvTpCDoNmanAsCMe+IRirfUEUvG7zdN2skuhqM39HlIxsUJkudyrmOB3dYjgJHaKA+yI351o/q9BlEyEpt/9fQPQycgQwIfh6+cXXN+9xZvrCqlAMzKuZ9Ab+rljdOioMB9k39khHpx7A4AZjRLgOV6f95m3e3JoE2i8A03O748zZ0f57KglQwEJEf1IAoX67CffhxhWLUrNJ+d5xuj043A03vEYZ5X7ze1z4NEpYCZMM8PvU0x6CjMiikTGe7N64f6LkCiTQ2AkilG2piz8dcTjDtp2aj3fs3DKcjDRJH3X+dUHFpCvHwwkdrE+3+953c10ZMaV4c+ogkmRAHDPLKFkqSOaG3iAS5JsZwxgxNV6fuYgaaSWrLlNfbQ+MpXG/8+yMwOBY2TsHuc4jf+BKzFOzK6dtGWhbViYoCsLGcmjcs6fdZElykAlMJCDvAEc4Mvx1PPfvX++c993Ob4feORh9CLg8NgwUOsxeaftOU3a3+jSiLIijALLNj4FjM7O0usjnU4FZnbj2w4NI1mizM1cpuGZmQt30hLFjzrNuMi7SZ7giRzm6TBsuSBisQT4NBfC556lGYUq47zjBCAc5+NPJ9wO0+yfEPBvO4hnHVYmM7tngCPLor75VGfnNcdB50JiMK7Baoh0jAvUjklP+j2zhXKUDx+G7mAs8xs/o/k1wSSlntsU03594Z8BnQDOPxp4OQyVBQVaQ2jzBOmJKDtDzIDn/qv02wbfPr+AJdbVHZB3ctCP+Z+bx+czE7/tkaV3n81s/ACPbW/4v/7f/5/4P/0f/zdQiTIfWm8ALPXw6DLEAHegj4JlWLSkF5gtwADEBqo66juZGi7i2f66AOoEGMphhwi0R710YfcnCuGx3fK6FOxgZ8Pddoizg0ytC7RWiCiWdcFa6sygisgEf4btLFUdA6pAvS50jE2jRWjaG86LPgyrA+uyRNtiJ3jVOwTsglQ6OyGad7grFBWlKq5rwVrZEVGV4o9bf8EYC/Ztw+j7bNWshR3Trg9XlgjgihSN1gJYVdhg9jE3R1FFVXbWsMi+W3R3BAL8RcXL7SP63jBFan1g319we77h5eNH7C/PePv+PR7fvkWpC3rfYT6wrMBlucDc0dzx/u0Vvb2QcHiL7kRiGHB8+ctfoe87fv8P/wDbbcfDwxW1LmhtD+BsoRBsrWjh2IqDtmvIHFsNYBzINWMU7PXohAGHFAOia9LoLTphDizLwOV6xbIo1qXieqW+1Oh7ACKKX/7yawJ3+wtEDetY0dpHPDxecVmvtEV9g8mALo+zzJLgZkU6RxYogRWN/TZdIArI34HUWS7mPmHyogzm+iw1A1KQXlUwJJ1jluTUWrDt2/wOVcWyLBOU7KOTueBHd6NSZ16N1zidRQJlADCs47wjvAbYf0hHs4H/5k//Nf7JH/19fHz5gDdvHvHmzSOuDxQszvu6PT+joGMpgnW9YrlcIC7o+zMcC0wpIozWIUvsm7nPpfg/UmNswDAm6DoCqBR3aA3fpgBwBrgWvrPqqdsLadJo3tllFAKLluXw6N6IDgwLLbhgbgw2J+j9BnNHFUEtSzAEnUD3fsMoQhDEHFUFpbIduypBmv68o40dNhb4Osg+MY/ytgHvDDZ2Nzw+PkSe3AN5C+npyEDXqgAqo3pVuAK1stxJ+xEsWO9ADVFyeUEtC5k5c2fXAFtTVDnWExJAYYAFkdk+m3tQgEAi1Es3BlIWpXRVF5SqWJaVoN2cz8xKt7aHqPixLiTa0qoWlKWg6gXFlM1gAJizeQLZWQqRFeaC5fGCfd9RnD7MCDbgQHQjQwBEAdAx8A1QM74/AR91DaYB4B7C54MdYZfLI7wW7HIkRESAlEBflwv8EiWvw9BeNtRF4XuHZDY+fR0A6+UCM8Pzy0d0CEGuWqPL3oILgN4P5goT3lESiLQWMgM1ACjVQw6De+3lcmXAGUcpFZNBEYd4oV5JsJAQJSVZlqm6MEEgfeq5/aalIn+zRzjURCniNaMzncDR5z4l3/TDdz18+rQS6+K2veC2vWBdK7s9z9PTRhR1Mn/dUNsNsIb3b9/h5eUFL6khdpobwBETzQ5q5+8P4Esjset6aFpJiHYr6M9rBCFZEuwilA3xAbMCGSO650mkbAmqD8l4jfcxI1ABrIINMLYdZoZlWfDuRz+CquD5w9OUxlBBAGcnsO0z21rqcyHO7/lszu91J9PmBE7Nx+9kTVkAcJpz4oSfuVnotiVAerC8xjiIAf6qjKPtQWIwrhsywolpLOuKbh/nc/GMX+N+tb6dz3I+z+nDlxPAlaCMoPd2SFDkPc+9gEARQCZblpS5DYhHB9cU+3AmQ45Oap6VbaFdR5+GDHiuFzJQBZNIkI8kCBKH3iogmcQzxv+cfjxH1XIwfeXQ2WRyg88pHzFwaBypG7GJYJ1zzmiUGGcpu8z96v/2f/6/YHu5fTqhvsPxvTWP4KGjEYGHuWMJpzC7Cegro8O1p5OxJAKYfbvR8Qmm5AZ178gCySKh7sghSiiQDPC/p2FLB+mwo0fAbm4hfuFMZuTcOIEqLGcO57votxpWAyBudMC+i497UlHPAN7cJ/0s9Q2yVO2zjrMqSlzn/bUfNmYymSLQ9tOfY5w+PXWyqHAa9wwO8kPTAUVoOFjoZDim7oEEfV6i1CIbC3zbEOX1nEi4n+JDYQen5uE3AEZ392S5wcV4A1OImKDgsSCTgSRmKMUOHDXv+3RF+fNvEtoQwApab24CUWLC6ylYV2XnL1XUEgG/Mssxxgig8tVZI4hkoEaHN+eZCCKDmF1iZl4Hv2YZ/84PKZkpDufCSIsvIkANvZz1CkHBEMFmFXWw/AFO0lKpKx32m7FkTRwW1HOWm1mUvxXY2JEdJOnrhC6LCEQYtI1hMF9h/oLeRgTIFet1wfXhAevyEAGC4d3bC22LJYiL2R0J4Hy2MbC3/SiVAtlTS10BF4ISw3F76bisC1QrRmd3t33sdwH8aIPMh32ww9BouKEDMCzrFV4XCASrKjqSseVTC4OZnwwObhiLQqoEelsmEzTXFlvJOh2qYbBBNpPbgBZn9zGQyr5/bJFhj/a4AmRbLYFB4dieP2K0HY9v3jDokQK3C0q/QrTOJg4//clP8cu/+isyfZQqDYsa8LBiWRbs+wZ3dvqptcw1DjeIVJR6gTuDaQhm5zWdttdDC4rtx0fbse07wZYIvOq6wAEskfHWWMd9V9y2r/D23SMdudZwvaxY1kfcWsXtdsOPfvZjfPXV11gKy7pKrHMA6MNhKMiCirkWzmUbCIfYGfwfwpQOOLtr5T4yhSSFgJBK1tlHwFgUMApzpjMkRQhsCrCs7HbKjoCnoOQkNEHgg3uCF58licd+55Olewa4AJYCnjX/ENdg5z6/P8Bj7A0uBWMdMfcbXr78CvWyohaFhU3yEt3OomTHoCglAEkbQO/QUKadAEPsgucRsLHP50mdHkcRBFuihG6wAFgZqCEcZUjoGwGKCsfA3gZGZ0lrEfo9KszydxtTrNhCH2e0ju3pmU0JFt4LMR2nODYvEO5RSiceZd/sMrjtO2rVYPexvHdZKoYNbFtDb2QOurAtNa/d05Gcq2ALTbqlEnxzEYpNbx3YQBvB1DWZh2VhZ10ALA6Q8AsRDTJin+wN3gPwTt9CFHDyYxJki2V0SgpFsi7XVjj9IhplswrvOJV9AlwIgqWuKKViXS64XB6w7c8w69g2w2KALA19+QjVn8EtytaWGkBJgfeC1mlPIcv0MQGE8lOKrgP7PtDaQNGVY2uObh02y+jod6oqbh9uBNSCRUiGYg32YTB9ArB0d9jWoKXgui5YK8GEZCLuzXC9XhmSjo7WWKpWSoHZwN43aixpBTwTepF0KAuKh25RmJ2yBIsUgiynRPjg1jrZXy7B3spqgzJB9tlNTBjcmw3W8Hqy6QtEHKWEXlUpaK1PYG0Kpf8Q6tasn37IJ52Bb/rtpz/5tlfHN5V3fe7IvQPA9DndDS/PL3j6+IzLuqI+lhnP5SXMi/Ejmb33AZQK0QZxQ43PtMZug7nPfZufbXf3RS2cBJboYkwn+9BRMocXWsNsqJH7IkRgdYE6gZ+sCph/Tt+9LIJ1WQGwZPlXv/wS+9bw9t0D+h5zBoLR+4zHlmW9exTpB6Y+3uvk7jl+E4v4xe+2Xr4vBF5PEk0EVYDoYsjkcVZjYoyIgWJfUJ0Ajef5gfiModjpnOaAGwkQeyQcDujrsNsA3J/m3eZ9HEz8N9OGTqBotABxa/iRdugZ4bDX4sF08kiEZUmb+dRZ5Od7+PEZI+XvLJ3YWCkSoN0JHPI4R9xdNvgCaPOzq2kK+u9tx+VSUMsSzQsILmW5P5npjuFCuxvxtYbURYbRcEDUEGZu+gKpO2rmaG1H2/vncYLveHw/8MiPGsQ+jKg+HKUa3Fl+lJvI3fEKwQRO7zk5s+n4nKmmk8Hz6nT8+8RSUT6ERDfhx8LyQFW/HYK4v0733LCz5M5D6HbexBwTh0Pc4F5ikuTDOnRnzqVjcVUz4I+fXl/MBC10Gp3pGuNcNJ1gj0CiG85n7ismGySykWkkXgFHnlzznPh+ogfGt/F+T0PwDRNQ0tieN5+TQZZgF53Bq/m5fFc4YvkHAGqSlZJ9DoJMmn8n69BjfxSgrFGWexq0dOSyy+S5yqHE7tGjzp5ZeznAFT9YVWSOOSjOzPKDNqK2VpntmwKTmvpbx4InHpRjfQSfx4DlAM6nf3f4q7+nQcoNKza2z4GpDv8seHmAW3cP+rgk/4ye1Q/0MDhGbEjqAHzBHiCY2XIAzzE8Zg6ETosXhSyKpRYsjwpvdBqyVbZawbCOMdg1ScvCAMhiww9tBrcRoHmUGoyO520LPRjHUh9Q1wtqXZmRMGaZ2t6p10PPHH10tL1Bi4T2Q0XfK1rnppwbSi0MPuAEH0bn7/Zt4KosFREp6C+O0XZoCfZU6IuIM/tPek4ygTpkCLUwhJ3M9j4w7Ab4RpskioIFatQVEbmAW+MyBZUBULOjd1i0j8isDzt4jgDFs+MT9RLefPEFXr7+Cr3tDC614IsfvUctgpfnDwScXLEWQRFEC+fCsq8RLcCN2S5xRy0CkQr3Q9xbY1O3PtAd6PuOWiQ0ZiisDTB4wayjBxljAUxbOC0prE22FG97jAb3DtWC61JwXRn87bcNe+vonRmt20tHKY8wLDBc4HJlm3M4aiPYU+saoEFkSpVi65MVVBkQusgd6JMJgtc29+jyIpGdAzszSYh+h+Mx6eWFJWoC4RhJdgvz2IvC2Zpm4/5bkzJ+/n5VnYHa3cUFOBnYI1K3pDjn2Qzi4/6+W0bmd3sU75B+w7gZbmjwdsG6FJh17C6Ad7goxCrMhSyRVWlj0jFMnyUccoQuEBuT0Ol0CLTYBHT4DOK9iKCjd2bhhXublgsyCkhNoJxb1h2jH8kFJKgKzo/e9llGRVeFAE0KHLO8CbDBsvSijqUQyPfRWf7oxkYHa6HtMsOqCwRMgmhUI6sqWmPZ5L7t2BoBslor9KJY1wtjnc77L7rAnGXHskTSJQEEY6t1VWEbY12gWjAG4FGamUBS7tsUnQMF91ujv6gBvBTMeWgRlZVawtYJ+uATOpI5tK0mA4IrbCDWWv5WuTcJILpQL8UGBcLhsNHQRRnwmGAMgahjLUJNrLqg1JVtvF3R+sFgrpFgMgfL95zx4Rgct23f0JvhuiyYuXkRVEmQmebfbIQWSa7rLMnl/Og9guKhU2+Q7EGBlBMzPn1uTy2SfMkxjODAGB19bwx4cQAY000Jf03GURpT4h5zfmYmfvSBNgbnBYJ1OREEDX8nxAnGYdvX6Hg5gimrQgZxB5M6IjOjyoA1g8zvhrX85z3kcxoQ+Xr8+1U8R5fmlID43ocfNmt+nWLbd7w8P+P2+ICHyxWlLockEzImcVAvyGa5c10WrOsCpF/l7GSbZW7f5qNm8veTYfk11+8O+kQaYtnmONhkZOkRlwg9wvOZAwRK3cbeGrbbDbeXG1rvKKXg668bfbzwM4GUUSh4lKM76lniZYzYO8+C0rkOZsB8VCV8GrIZfNxHmZPoIRFPBD6T7KM5IipQ1NxNAiSKqzCbXdEOKShiCALahckKuhv/AFmizDeDyTNzx8fLBOElbIX5zvd3yhQggKOjcoOkhOzylqAUZpdXpzRKGMAsy07QJQPRqXfk0V0+Y/3XcwXzkfNcYWfFohFGlqdVMiJrXSmJIpFU8LwFXmsScOCAZ/VT7s9xnQS1yH6EO0xYAuqgPd/3Hc/PL9hu298eeGQpPhUI2yz+nEPFQXe5X36Sv8xwVDAp/fP3eY68+dMvs6zr+P3xocxsTJ2iPOHpbT6/+7sZO/qeNoUA+azkYFbpyYHIqe+Ha/ydOCV5P6+C8/tP8oxydhLTeIWRvMOyxZmJd78rkSIARgDJ7tCi+0vi2Ek+SCL/DhriqWskp6GMbFMJRtb5uZxHJ3ZK0ci+TBGzpC5LlIH5vBLSNoXZ7NjjEkDSBI4U0COpdIhqF/48JtodZ5W5Bx33H3vgBKfiNcl7BS8/Axu2gQ0FqpnZCGSfVgwz238Cb8iQuN+FU+cp/W/LzP0JPDrK0X7NnLo7vU9nKoE4pCN0epvdGdX8xXGiz2BNd9f/aYuKH95RfIFahY4SZacMiMkKAYBE90EfBUaC4RgYg45uaxVLMFBKMABYgsmAysXmJiMgm45lYQx4BwVLYu6dhAhjMqtK6E+QicKMLX93rl1mJ5gdrTcsSD2uDO4qlhotlH2gKCn8AtZPN+mw7tFqu6IWAjO1kIVUozOSF4WooYAlScMFMwdtBi8OKQwwigxAOwSD4yF0pkYX9L5xfHuHSou1Xxh8WQeGRAeKLO3oRzmyDwx3WKNdXZZlztm6VGAGl4qHywLvDfv2jAGbemRFBB9vG8yY9V5WpTMXDoU7S2YJ/gLdyWDJDk6jM8Db9zbHniLZfL2WBUXLFIPWEgxKzwxPj+85mDEH/Z3OYJalqFSMq6Boh5cOjIEL3mK9PCBbtHt04VMZ0Fr5nbXGd7D7H0t86nT+i1YABWPaKkz22rQLyP2K/yZ+lOLfXBSJA5hH0kDTRoGOSexPGYgz2GP5pJ9ZQZ7u1WEzv815ocki8DVCwNKR/kWUjxZBcUFrR3CJ/J7yA7dNKqDT3jG68E+5QHvMfzOUJfRhRoM06g8tolCvc3+BG7Q9o+EhWCwOqaT1J3N36mpFME6/IvarWBMGTHq7IZ1ynQBkgkUjdZckXMAUTg3tjr4RPHJYBMxkaIiTEeVjoHfaw1IF60NBH/tR/jV475vvKLVgWehM3247BI5SmI0fg8EWS447+iCwu1wq9rHjIlfMAsvY/4TREAyOukg4DWGO577JTo4EFQiFqgWLKn2wnMcRzPTQ7XL3KINTIDsKgrqVfOYFIgXbtsGcOmS1FLRoDODhsLBEInzsXKvh95HxQB0pEZ82QKSEkD7LoxkTCayEFqhECZsUAuY+pt5T1DrS9g2yF0c3SCFbSIdiDaFyjgCPCSDGWh6DSZLRB7JMNuUbMmgm4whTz8QRPpsc4rlx0iPZ4hR2pw2KeTgoMM+ESa4FhPAvkyCqyo55ftrv72zOYbeQ9isS2H6nXRPzOAAMM2OJCKhzhJ5jEfcT9vDcFfd0W79V0PY3dkym4evY6AR43bmsJ38y/p2J0Iy90s38fNI/zhnf6QEGlBKNQ/Yd+7ah9451XckOB4X2EYF2usM2yOAu1WN/d9i2hb/B+ZzkhjMgeUQYOF6UWUgSyUXcN66Kt51/yDljFiwyU8479WOZxsf87gtJCljXBb/861/h48ePcB94uF7x5s0bbPuOtm8xz8YhESICgWGPZiyMRe7brKuwbDlzJ0fVTLyQMVyOhSebBtPXBDC/0/OZ6qlJRq6Tc37nbt2d475jPQD59X66wCiFf8UQnubuPH8+WUSA+9GxfbKrQs/EA0Q6eD95bVy/6SNI+gp2aBilPcvmCUkOOLOS0teQZP3EEjrHl5/MgUQGAowjY5d6a6XWKQuB9JnGMc/gOMUC/LJjjcmcB46sUnBI6Fhqjcdvhn1veHm54cOHD3h5ejnF3N//+H7d1tJ442D8fA78+GbDyIHmhHyF+M4RPuF3OSmBULXP4IsT+uABMThWVSAyDRYZ0OzoknRSSSdiOs4nuyDp1NpBdY0rEvrRBx1PcHSFOBmSef6TQngaVYRRTe89syFH8vCkG+Hp2PkJHT/Gj9nkEz07xjBHb9Lj7NCIyA3tPOR3YxDjYj7uxuf8HXcbZI5DUhbnBu3zWeY1SV6T6gSOMjOgE/U5bT4ajBkNamn+7jQUsyzbIxgKX3DGPefpNb2d4+987bzpzW1UMJ9l1jrLdISOUryTOZ7fc/7qaYccsxRgfuJkaL69xPJ80d/yjvOcufsmGkw5P3GRowwknlsavteX8poIkPc7he9+wMe/+w+/wP/k538f65XlAABgWfYVu3oGsuYW1SHU3kiR39ZJZ1/XBW+WdW6sx5EOKEe4qEBcI+NuEThJjK1EB4WKuqzx2lGOQYeV50xtmtQ3G8mGcsMwnyVb5g5oYZ23Z9ednMxpP3ifS11QJMvHCtZlgbthXVZkS/kqipKgShe0ARRLxgfvYfgIunFsUMIAxYyC37Lv1NnpDYCgg5+rpcL6gHg+j+RnjnAmBC4+SxxgRwAyeiPotVAHqhZlq+komVYPwFmpOfD88QlmAi0EUVQrHIrR2RGolBJCibwUEyVwCMeIDPm+tznucGpoqLImveoCrMyOjeHoO/c1OjDUcRMo6cPuoR+jkMJuQ3VZsFwusOFQKSgoMFG4DjwsBdfHxyPYmI4HwUnrg6VGHnuxsqtSKQt4BwQ3p44DktY+ALGwP2dGYnyRkO+VFXmAz0TKdJDSobEMFn0CnBlMJxAwXbdw0vy4ocOx9PzMYU1nQiH+U1bGzbJbPQGrM+sWm3S6r9AfQGnItxyqGsFGggUsQ5MR7dEHZQEqAFmp5YDG5IUHi1VVUaVC+oYuFVCgmAIBGqe+iwZY7FOQnBas1KMTrcth1czAuaUx9/xg2WXSh0FE6u44bWbfYa2FHsRAgjEWLJlSnLYltfm6w7qHY7vH99gse2rLgmUJAfzQwJTC0pQxBpZ1YZc6o4BuXVc8vH2YII+NMffgtIOHZALPy7cefpbP8qcAybRwrzSBKVdi2vrZREZWuLWDmd8FUme4wARUOPm0qxzruhS4l2BDpa+WZb9kZqV/O8EvcP8w0E8dRsaigPuIo1B812iHyFqj4HQuCbK2Wa5YpBzrFw2KjiqRrLhxD1xlITtM9GBhAQdwGMHVGANFBd0t5uehE2g95l3oxzjYMYki32eGEu+XIH5HkwgCo0zEwJLUZPucS3EdiCiV78lyWJbt+7E3hvPlp7jimNMWjXcwbd5kk5mHXZ9e/XTLLILMWT4En5UA6V+wmuHkj/4uD5n/u3eGDy/4sx9JLPCuFCsTk3dg0gEwxS9nXDHjOMk9E7PsS0770mTunJ6xSLB7w4nXUlABtOhYeHc4jhznKRY5/NwoZ0rfMLdBDwjNczg8O9PPa3AzmDqOB5q7HeZ6E897OAUlIii14uuvv8Zf/ae/QqkFf/SHf4B3799Cn54xesd6UZ53HBPF4dj3DlU7KgtO5UtpJzlTjR1N/WDS5746rzR9Xj+zyWK/trmL0lfLeDbjwDPoIDo7tYVLjQOsIUg8p1UGXhZaQlLJdD9NsAStUuM3/YOTMwSczjdd+VPc4+GXHsAhQWE++1Pglc8sT0KjBnebXedybz7biSOSkgksJdg695vzu8J+QMBu3VoOMFUy1i3zmaQOkuO0pjLucJ/BbzLPkPFbxM4I2znGwIJ1Mo5utw1PT8/4+PEDbi+3b8Fqfv3xPcGjHLao7wxalOama0ZwYL4/wJpchURckEtpnvf0r+M7MDdSSD6kg2ai4AaEdESMLU5rKbBi6NEJZ5wE6rJ8hwsl6mpP8yiN+/ARm0a25rw3ltkyVAp/zuDCeuckEYXKAMrBDMjv4t0FcBQ/Jw3RxpjOnYZBdSA4izlGMgPQ+8d+WgC4N9jnutfv9qBzs8ZpIucgJVJNp3BelWT++niGr7/tc9/+eouaAttx2+NzSFAGMPO7E+g5hiq3v/m78D2QJKnTn5MsE889dZFCKD0DFKkHQn+68LxTiQAa00GJi50ATbAtTuhMzg+Kah63mtf/yTP+3CiGtZrm+hQzMcgDoAbLNpOniz/GwQGTzwqP38+d0zz+QXhA3378P/7pP8Mf/h/+a1wv6xG4Ihl42RIzy8k6QGmeWJ9pH0gvNjM8Lu8RZg65PVhucK+eTgZCudYVIVynrGVflocodSqAFljYNA0AQKVi21vYg7BdSnZJH43MKDiDPpVZYw8UwCWCKgZnrbGkDECyWqGiuKxXFKU4dx8NcEMtgqqCfe9osqC3Aa9c7wxAWWLGNsY+wV6Nrkrujm3rWFdg0Q0OR08R7GWB9cH238IsPADALK6fi284HRRXB3wAQr2Iqhp1pj6zbzOREfbZfKDfOp6ePgJeUa8XSKFOkWqF+47t5YZajw0bBahWphPpfWCIAmjoEh0pXNAHGRflItG+nALg/eM2E7ZwmZ0vtISDoAVFC4YroAvK5YLL5YKyVNLVOwWMM8hVWXB9eESPcpxuoVkQ+5F7jHfsZXVZUEtFKdQksQAeRBxLKWh+dNZLT0NE4CVq5tMGnAIKliD1o5tIPB+J/Zh+VgB/4TSlHz3BIzkysYdTyoE6Z/vvmjLEfBJIsFlYniBGRoMPOs8JKvY+AoQZwQL8ptDnh3VsGLhIYVntYKculDb3IXdgu90YkC8Vhh1tc5gdrd3NDA/XN6gJCMV6EOXcK+GkznzHmQEpweqbQUP4P0O47lIjy0OX0QcQAtgArwM2oDYYPPiAjT1mBgVIU/PI3TBag2BFebgGa69j7B3P3vD48ACzG1+zDoehrgr3EWyEhqt2lFrQdIHZDaMboBy7UhSlrlguKy7XC7oPdlP0s4NeAVeM7mR5poBHrO0JLoVWWRTCAwGAaYAHRzwSyckxsF5+jLZvgLPpQG8dtTAwhhM4SoCk7ZkVDyZkzHuaDnYLI07mMxg4s91Fma1WlCib2TAaheXXZSWgJCUCaQJRw5TrAx01khsOQMWnML6ZQWzHFTcsi+PDS8fteaeNXph8rQPs9uOKMUvK7ORIDApqFwJCNboFkbV18sPjtTEG1rUgu7PJyf+yYdheNvjo0Yjg8C+ziQT9+ePrJZ6Rh6YX+mCHOc3ujB2lrDH2NkHrqSkYmiGWfpqcNHqCGU4Q5MTUiC8flmARx8RmwHvMl2nrfgC4tsjrGOLut6/em68c6+nsx36Xg6yzc3mNo14u6AECX69XPFyuoQOEiF1Cv+rEjAH53/MSuc+SdddbJ3h9LlnLvW3+eJIfyWh/ZqVpCywd8NTXAaZ4MZEunYDp9I/t9LPIMSddkPkkhF+wt4avP3zAL37xV3BnuePj20csCzXX1mVhqNJtxmNu7CxqNg4AVMhmpDxG6t9IzG/e6YhyXCDZP4ws/BREMdyJkg4c6wsggJ0MfWRMn760RK/1EMU7x/LIWOyUiIIHaBRAq3dQ0uH1ji1APYdZ8X6eNh9kfuHhR+QVHHPl8MkPAM9OoNL9H/EDNM5TQ07n84P3A2DqKloAhQiB9+jSBcS8cTkA0rosrApQJimGsUulQtBtBMge3y9h7wWhZBhxhgGiwTiFUCMybGfq4d5eNrzcbriYY7vd8PzyjJfnZ7y83LDvW5QL/+Yx3PcCj0q0vLbYLCQpr8Bk3aQo0xlo6aODCDG7Z9SStZmvjyML4O5Th0QCuauy3Bts/uMAOMZg9tuTSUGHoBSdwdXrSXoGq5JR5QFVn4Gl73rkOb7JsM77Q05CP13Hb3GcAAQ5gXTT+LkfOgS/7h5eGXiAzo/hZChD8yafB2MOmePpOD2j82WeXjvozPMGJtijQsZRAkAQBLX5MEiKw2mAHh3VEK9D4medw8PzKf3g8+WdH5kGxWIKnGmBpMbN3MT0uF9P4IhWcqLywgzwVJqYhufVeM9xy7kfQZ7KNOYH7fr1ePJ/HuAUIjAYUSKg5mHQBEiGQNrBbzAcaYT9bj3OHnyn+DIG8gd+lNAHAmIOBMjCQHdMSucYHQUyGWY1AqvsFkU9nrAgk9kY4zgdCUTnqRFdzxylrgjTid4co7EGc728g/kW8yJKxJyZ4KoF5gV9NNxengGQ6lxLgMGDLCEEUyb/n3Tn3jpsgAKjwyGuKJXaQWzPKVjWgstlxboWCK4o0rFvDUMUXheM2nAphqK8j9vLhr011KVgXZdoLX3YzlIKhWgjcMsBT9szbcdI9qjFBgj00bi+ZIHoADstDig4FhBeO7VFOtwH3BVF6yyVWGrFUip6M3z91dd4fHwLM2BZFgKDscb7MHz48DUe3r4lk0x9Ol+lhx4LFFDqIXGDPxwTZrzJCmOLVEXrDQXXw1aBAFLrg8KeACDLDKxYThF2xQ0FkjLr0MprWdcrpDfs204AqXWs6wV1vUSgsqFWhYKCymZ8pgC450phmeJSI2ChXfBxlAu7O1DLdIJUEzD1mcXV2FPzM7UyME1GHIOyDJwO4GlEBj8tXr6XJYGK7BBCr4qBZ+qZZPY+dxczo3AosqtUCJEbGWrsnjimFstvvZ/+LRz/7C9/if/y7/0YVy/Y+4beGsooeLw+QJdKwCVsyxiDSYzKoRpmkD6g2qF1B3YFLj5LF/hHoNEI1+b6GxBgaiwAx57MoJxbjsNQUzw6dEYIHEWmOiIDGxasHzIul7pCDKgu8Gg936Xh48cNBQYb0YhAmABLAOHWXnC9XjCGonVe/9u3D2jbR/Snr1BBAEG0olayDUfrZDqNRqBiqTFuZLe0W4MUcJ2pMghyQpdFC9re5z5f9AoAcU2vAMgBaFUgyvAS2fNB/R12BwQEhmXRYNKwoxm7U6ZvLBOwyCNZUA4mpzQy+KJHkM4SfrrqHgzoTF5olKaSWamA62QcUUR3QPER3d9i3x29GUpts+y22keM545t27DUBXDH09ML2t7x/Lxh7IZaL1iXBaUAtQoGsjxkzOA+2SMVnJvLyvOXkn7SiOApO/6A44koB9726Xdk6VDrDbfbMyBXLL6ArMlDR7IuCwAmdmCNoEC5hNaHAcZgWaZ/RBYENVcymufo8y92wFMts5Imnxs32pG5Ado5kdkAI7tNJqOeiZURxFw/neeHc2gtB+gx/csci5j/nn5xzMdEBH6DY7JZYpxyflflfvLycsPz8zMeHq7Q8oilVrjibu8RhP5eudCmxfmogTWw72Q+StVgiSEChgSEeVN0r8kEdggQDD8JcOJMqp/MzJBsoRExSKHOT7MB7yxNFTjtzPoYJY+fSyoKPn74cLBAPnzA09Mztm3Dz//Bz3G5rGx0AwDliLmSyZuC0fmcMomw7wEe5Tid4uAEVzwYK5rOkKRMgkNC15HxIw5SyJzPBFmv1wUjwFlBECkgUaLM8ZuxYiQfMqM9dYYAQOgXlgQx7wYJ6H18EkZnPCISsU2+2R2IOQAAumQnNkzgLdW+BTjK0IyxjVnqVHEPNQP2MSAKZEMSEQHGgEzwjn5hahPRjycJQMGmDqIKWaizZ2Ow5LAQ/HcoDB3DqRVZQOBohA+THfdE2AnXzWG5Huaz5ajCaUezLL3tDX/1V3+Ftu14fPMOz8/P2LYbm0oY7zH1e3/T43t3WzvAkfg5kP8EAtwB730GYBlAAUB2QBk+qHr8meOM5ooH5VUTtQYSzZvvj8/0YRBpBwIQGbasBSxzM1a8npEHjhUWk/vEN17f3bV+Zyc1gvtPXv08yPK9jwzM4vgUkMABLP2ao+hheOigCFABGcasUGqFZKejbwTKXo2VfWpIs7wujZzicJj4IGwGfcdncAc6Cw7giIbhHlR6/VmJz5+PU+VcdKAJ9F7LrKeXmOezM9FEpAJgUpnG6EC6jvs9hM8/P06vZ4Gbv9KC+syb7j/xyXxkzHvQt8/flBuIqYegPKYzmNfFoPB47e5Ry6+7nh/ekZou1NqRaOVrAEKLQejwl1rpMEdJZu9ss2yDWaKRHi4AeIGNhps1LKJYK535AW6A6CO63OhcU3TyBZfrG+xtAKgoumBdVlwuF6gqWQeNrCERoBaK49lgJ5paAzBZFq6JbUdFQTNH21malSLRpayoUtG7odRK8erQihEvAMh4yA5GY9uhS2XHtgtmNzeVbPfONNrLywtEHLWW0IVawt68oG0D1hxlBWRZ6VKMEV0kFKztHjAb6G2DooIVXnQqKEzq2PSGN+/eYu0V28ymO7Ztx7btHIP6gDEaenfURfF7v/dTfPz4EcvlCjdBWa7UvgDLOGqpqKVEFg1kZBhQJcrNlLoq3RiwaanhPPVgOrBdOUANl/VxnR10HE69k0E7UWOX1cKSj6KFgqCFzvtlvcJEUcdA6w29dYxu+PDhGe/evcXbx4Knpyfs2855J4YxHCIrlugCMAwQrVOcUoRdlZblgmVZor0752tJJoBZiL0zIHcnSwQJKuWaUYV4ZP5ShFaVpQLWCTyF0w0nOXwmFTxtvsw9IEvJeZ2ATH2w1Lw52HpQOq7Sy0nw+TjyMg/hzSPwf9319Yd49DYwSkQ4AhQv6H3MEtEMDl5eblgvF6x1naUcZo69DYjsgAsub1meDzm56A5kzb2IT3uWexkQ+08kISX33LFjqEIshfkp/jocsD5ib3KKNoOBV0GwH0uhflP4XuqKqoIqFWqA+AimIqBD4fVH6ELHe7k+4G0FVDqsvcScNDTvGN1h3dBLNhpgJn5ZC5bLEg45O8mYAMtyAWBQZ3Dj5tj2HYBChuByfQCKYohDaseyXPkYnKXCyZjyMvBmqTgVV5xKGug7mDmulyUmtB6JJ2TwFvP7FeVkln8BwSYvEC2oIPBCjbpCdhAAaIFbOj+CWlY8Pr6FG7BtL3xWUmGjYQzadF0V6x5ga7QV96WiLCu2saPdNmzbhpsrrBtutxv63rFtFN5+VIXIdbYO92HBOvLD/8lxkUPQF3PNB5s+5qT3ju5R7gxF2xq6kDHqHoLHYAfn68MVz08veHwT5eBAgOAdM8KfDl9eA8CW6gnoHG6Ku0eFwKehTzKiAFB3C3l6u2MYTNZToQ+Rwv/iGwrhXo6TCm4wJktUEVXoQGcC4nd9lBLMNYmSYU9GlEzZjclw+aZjov+/HlOqC5ONmYAQUbTW6A4Nx77teLndsO07LpcLfeqa/knCEhn+AylmT6CcjTFKKeitz06NB4AwDpDs7trBTjqJMrnjm+7H3ICRsS7Lw7zknOC+rINzp/QXlLJCUQhGiUKda7q74+f/4Od4enrG7eWGWgvMDH/xl78I8OiCdV3g3TFadB2d8d3BxuIvuD+4O1prSBZ2zuVSFFIL2h7A/4zBzkwungOe5ecCMaDFd2bSPEswv/7wkV17SzDllX/3Ht1wPeMIGkddD2DmHJMCjotWJKvpLjJ0Pzq75e/OcfrcsjI5GT5jP41Xfj79jihFoy7U4Ye4DYinHI8yAaWKta7TtHnGelmCawRqtCilDyTfdNjAWumDaV1gAoyRGpuO1tlZNMOBEkGta8SJSVSIDsWZ+CtaZodcsnkHrqXi1ho+fPiAp6cnPH34iNvzC0TZyOX55SUeBbtMS+Ap//z//S++bbn+2uN7gUevQQI5bY6T7RJIXL5TSwZMx6I0+Ozmcj7nGZk2MAPBzfVUyqSB4MuxwBMh7SNEIE9HTlaJ7PX5OCvGf9vhp/99G/jy64GZBHEOI3aacycD8dsffrcO04iWT5Dcb/x80LEp9BqTPoKiz+0nd/dl9/dxZJDvj4MKiACIWPY1O5JlNwGcA434bPzP4/XMtgYAfdQuByNJTp9P3ybkCdi55YRJEl88U3plznERmf0Ap4GSQ7DRPNgpcpC/EAZ4Ild4/cxtBmC/yXHskYf5Pc/FWRd7vBC/N4hFNilhpSlnEdd1An5PJwgn+16Y/Yd6jN4wemcWVHVu5kCf85LZZz6PESUW7o51XVHXyr/7gpf+EQ/1HUsYkHzcQJr1sG82WDZrWS0mhQF0lOyIZN3zAtEOxRKdFlbqH8UzNYClZQWoi0DAjJeOfYLjGt3YLDIaEgzDcq0oVzohZkD3gfHyjOvDQ4jpUgDVu2HvO52HYGhWBYbQke99hIacReaf7Y7dDec9oCjLFBjAMQjtg913NGm7qqhlQY31Qcc707wdv/jFr+AA1pVAmqji+WPD6AMP10fUYsBFgK643V7Qtht2YReJqgUl/Mxhhnfv3uHLr54ArVi1ExgKAM81wIjQIEkLNc2WUTS7mwNRXudOEPFyKVhXhQhFes1JGV6Wddo9d8fQBVKMYsCewp3smtWGAzvp+sYeT7PUSF3gGBAobJAp5VBIqTGPmLWqtUzxbDeChOzeUaktU6LEsRva1uhMTrt2D0jP7Gbcu4fuTLcR41rZUXQ49q3hcqVelyL0YITfb2a88ld24bwvHCKyIfgpBpcXaCVTxocyo2cGM7LxDiZzgBtOm+TDkMLBdrKAP3yrxKOPjiH1KC+Tgm4D0uxISIyB/rJxHl+OQKouK64Pb3BZLliWFWW5BlAhp2dqBzlUMcsB50YZQYRnkiK1diTACy0sj7RYp87Mq7sDHeidbbKlCEw0kiWDrLNBhofC8XBZ0fYG7IKXrzpu1aFLha6PoQWUZagAwPk3eoOEWLL3DrOBMV7QhmFHxXpZsS4UjR+tQ1VxuV5w0Qtu+8YulaVAyhIsQoKgUlYsyxVLXWGF3ydR5uUuwWzMseE1jWhNTRYvHYeMJcj6ccDq9LXItMlSqSgxnK3rMe1ECmmLUITfIlnX0KF64e+AqXFC5syEQsi2CJFhlQLfnoBiWAXQhTa7v+wwXw6WaNjdPnbctmfcnl6wbTuyOA/ADE5KrSiLQqtAigVDQ6EBrlDY9SgRmve178gGI/M70392MEFhHb0PbPuGUisul5VllMpyxVIF67LAHo3+mUSAh5wj8V3jYJSox94ePpjZABCgyCxNuhfxnprk53p/wQTY5315speeMMYNZh3Pbnj79g139t4mc494ViYZs56Zy44g+N+Mn//bHJlMTDDCTUJf9ITCzb9eWdRXMUAC3a/f+e0xUY63Qit10W63Gz4+PeHx8Q3aiKA+w4QwWwNMZNRamdQwDxtScbleWAa0H0w2eIKIsT/EvDGJtEZqWEWprmmUeUk0n5jAEvjvCMDdHQXcU2ehhwqqa5TkH3FroA9wA5ZSsD3v+IPf/3voW8NSFF9/9SUe3z7in//zf4Hf/72f4Q///h/gi3fvsV5Wfm6Co69iKwAatrnt+7zHbMZTAuAZRdFBFrqbwzBQ8p6OajWUYCG3PgIgBiAjykr5nnqNxBeANjpsIwNxDcFns34KvA22HxPDT9cvAPcMHG8/x8AlfDUye3ziejP2CxZ16oB67F0CsMMxTuOVvof7VF5BxojCMshsQgAQt8jkHsFiO2wBEL68oHfGx0y+sWNbXQqWumJZCfybVgzH1F1roUWU36OFPlt2+4yFE4/b2MylKBMvdnTz7MOw3XaM1vH0/ISPHz7g+YlVCm/fPkbMy1I4jXk8BivBEmT7bY7vxzyKAPX886S+I2yOHPXAkro4r+JOAKGVkaVP/MWp5BJy/r6I1mcWQwT5XwbuE6G8s8kx4dx4qxN1Pr0pN7d5eYLPUY/mJ14t3NfHOaN39/m8vgRYcjOS8ybzW2wo+b157hQyDOpmAlXf5RjD0HqWh4SRhszFw+86aWWcFneW7kigNQcgeDIME4iIgCAj5djQD6DmHiz6HGhF8PD4fQIpCGDoTDQTQQjqcqfT4lPMbfoS+cZvGOQp5naaSWdwK5lx53lgEZQnKHZumT3pqKegM1Fu+WT8vumJ+d31JFjFuzzG9PXfCcpKZJqOhMYxR+/AzPlg/24dnsE1CFozu2ih20YGDjtX4OioFTpCFcxClKIEeorCu7FkJ6j7tBUeYIgzIOwdfRgz4EHfp3Cssm0zCkQq3Go4LheILlBdABQMN5gpVBc4BFqihTQKHq4VvSpGZwa+7RSSvlyucN2i3bdPW+yajjBp++uyYL0sqAupuN07hVGHUUB3oT6PhB7Qvu9obeN4JNU1OgJdrpdoSRwlAhJMFUTWmV44RqfOhyrpvKUoJNlFneyjoop1qXh5fkEHCKKoUmNKOpbSAtQARnQDam2gi+FyuWCp7BRHsXN2P2pjsOQ2sv7MMOlkwLiFpt2c75zmZo6+D4gUrNeKy0on7sk4Tq11mFMHJOnzZVEs9YLMTIkIdAjUl1jjfF9mLh3UDlGX6KaGyPIJTBn0jHR2hO1cy7Igg5+6LDEWzHzXpbAlufQpEgthdv/h+ga3/RlyAvEgDBgcZHekAWWmfUy9rhTDlHSkJZ8ts2SugI9kMkX5mkhk5l+tRXcU6xCmlDG80dnMwDKuJy2tQCbYvyw15oqEzpeiFEfvLfRvMphPL/N3H6D9uuPcxVSKznV0BnFqrVjWByzLFVKY0STYrZFJVEitqL0DtcIH564b4BUM/HHscTH9wkF1RG1IbB4aQHBFnYmbzOr2CQCO3oHUMXIDTMHOjhbAzwt89NC3ANZeoF6ofWYCGcpyUaKVsAGoOKwLWgZDzVBMILrCoy127w1b67wvWRisDKC3BhdnB8PLgsuyApHooU5ROvmCpbIskN0tDR6t6X0QsMuW15y7TGIdnc98gkd8cBxfOIAhGCPLCoBhPQAMxzkxyvXKzXa4nZwU+ibJbNaQXNDZ/TD3Xn62t4bedgCGtYYemBsTsyUTRlw/fQI8Ifw6nMmEfUPbb9i3jYxIZZc59wEt7GxXq2KMHbebYb1cUbWil4oKoO9kOL1mT7tbiHgjfHQGsRT4HkgBWs53415gA2ZlyhEU6Cylm2UvEbgnBpDAR+8dUDKxiAHcJ/9y7EQoVpyAnIjAi0PFoMGoM7dgn4NltwGo2BjovbNRROo9YdD+DOfvDKAgb9hV90hQnHy9Eyj1uzyOIJw+rGfocxqr6S+eHO8sTjr+//mTv05Yfhox3X/WQUbGy8sNL7cN18dHLHVh6Zcd7NJlvWJvNq/NQTBSRLBeLuit4+l2i6+dgdcE0/PfWY4Go/8iI5riqAPVJ3B8VNocsSel1IzJjGQPCmgDhPZDldIIGnGxC6U/rPfpf2kRbG3HVx8+oF4q+njBy+0r/OrrR7y0jmVZ8PDwgMfHBybdzrYH4avEXj0sk9Bc6R5+kqlH0rTcAa8ssyNDN7toC2i/Rox1+hAzLlKQyTTiu4w+FeL7kTFg7Of8XT7uBI2SRAF0o5zAoYx+HCMYhfchvcczCEDopDMlEzw4JUiQMWrGigqbJXSIjn6YJoKakpyrFoCUxb29joUEkewrTK4BC8S5B2lkMbPbcnYr7X2wW2l86bAAkyXibIk4O/3ROe4kH2RHzzE69rZT9BqOl6cn9N6jAofNc1RYVltEJpPfnQD7mSzxmx7fu9vafemVA9CpE3q0Uz/Caxrpw8R4/G8KOMbClPn0PCax3C2SXPAHho/4XE6I++NsqqbRwPGiz8/7tKITFkhx7088X+D17b+a2jEA54u8+9oJGpzRgLvfzX+fsyzf4ZjjeHzH/AP/3CV94zFshOA4N0m2FTxanE6wMJzPLNVK0CMuKK7lfHf3QzpBtlnaFUGDHMKJn7tw+YYfEvwJWzY3sHScEXMzSxn1BHQd+lrnk34zE2yOhZwc8/jug1MW5/I8/5GRv3tOdjyn8yDlBnd/83RmR9S3Ypp/n+d9vdmHd3Bc0zSUNEhiCojBJFF8icuWeR1Tu8Tnk4x7/c4z9Hd2/P/+9b/FP/6H/0P87MfvmV2w0PAIxsJ0ooydwhw2S7Oy/HNqsIjAvR9zHvH+sBnmBu8Ej8wIVERBBwRsocyNSeCuGE69GniBmaL3BKUAkYpSyI4x62htYFkE4h0qjgFjwGBAkTqBWCmh7wEhbboUMmkGMDr1KJZlQak6N3FzRx8NrgXF496jqxmBmIYSLY8BTMBTQ7i4904NEQeu1wsulyvMZG681gd1COaGPJB6Fxa0a16xwa2jN/oapmRoWdgk1qNTnNRFSTn3hvW6Yl0K4IbedrTWcNt2rvmiwTylQUkwUJWlhelSIeJDmFNPpXWUigCceN9ZepqdhRDiqGkA5joJ+0URRYtAIsATBctPUAgmQqdmCB0ufk6sR0xPwVzRgloXmDnW9RJ1+NSRoQB6CsGnDlFk0ZTaUOdycwBTHFLOdi7skc09M2y8J2OOf0YINLro3MomFTxOpWVByW3U2cTCbTB7Vo4de/qXMyEvJ1uN2GNo9zTH2A0IAV4PZ1fnQ8wSk9/ObvxtHIfVFsAZ/PbULLMOdVAIelmm7o2IoBQyALXw9VoXLFowIHcA6Bi0HyJktM0OpVn+f0rmSExaFbY3l4jis/OZBSMts7DeO4btUB+AFMAKTBzWd6g4WY15/uKogxoPHmChi8MKINWn/sKwAYwOGw19Z6Be4vtYOszShLKmM05by+6PAX4roKXC3Ajg24CqYVnYkbDWytbIQp6N5gT0LGsusR/EeoQHgwXhSBylehKBj8FhxlJ7FQvdrjEdEo8dX2KcE1hIn0Gi1KTo4Z8cwXuBYwH3jYHBbgJHxj3WQnaszODNIFOzw/bYs+I9QzwAc4v3EOziNQvG2GGmGA7s7QbzimEska2lwpYrrA/0thO4yWDx5Cfk1D4zMEYCMMkGcY+mJNkNbZwYUnJK/sXIycnPg03NodEpss745IEMpqITeJh+XoAYWuos7+EcFXRzmDCgS5dJ6F7FYzdIJIryvuAaAaFNpuQnGImDz83OuiS/kbn4Gz2OGXn8fPbm8lnm8OfvJwA9o7bj75SdmMyu07mPwz/7KsD5sW07Xl5e8H68Zwk/BBY2HWYB8GCe3zOQT93CYIycnOwZc71m8JzwBggMYrkXR7fKFIsWTBkVaiTxjhmU01g4Ih4IW2nukOGwYHMjklOp3SgCvP/iPf7gD34fbd/w/PyCn/z0CzgGvvzqKyy3HdfrlYWQKlgXx2Wpc49O3agRgITE2B/2P8u/DbJgNrsgV3dQdiRiWo1nPeOQYKjKBK75uAzAy74jk/uqYDWKagBOR5cyOjLJ3Lqf8BJvsfSd4LNz7DFL/Fi4r6dO/PuOiBG+A/exg+V4hD28R43rS/CQ7gmfWS2C7GJ5dE3kp7WUOYdEqfE5q2Q0BbGPxNyUBpDjHs4hcl4av9+P2PXU0t0hx7wVCT97x7Zv2PedSRNnyaKKoFY227E+gNhLHIj9e0zSTpHfHj36nuCR33lkZEdTmFdy482Sn3ivCbNjcwLE5MzsytyA5+/jIbuD9cQn8+bzf/gE3PHj9WncokWpAfDxKeuIpXYGOQ+kAK/m+RHMh2Of78vLeQ0gZQB/TPozmHA2Yufpc397/IjcrZtvO+Rs3ROld8Dvds7vdi531vtnbXd1P57raePMxcmA4QA/zpvJ3Xk/Gdjz9TNAc6X2SN7LZy87b/UzUyCNUnzh8dm5HrMzkx1O2mkjOgY8u/Kdp24EVkGfTiCHJS2KU3+H2EjihxN9e+JD8T8+mvSG+KyStfHqlkPDQwEpMGvByIgbCPaWIOiXJ4ql5BTLe8kOVRpekVh0eelIgQCPgSGzwoI6mpnqwwi6fsdJ9Ts8/vm/+lP8wU9/hJ/96F1svGSnOE5eYmxkZoPZ64UBBkJ0dGQggNDFETq67JDlLLcRASLwo4jhkQE1C8aZC1J4cCiiGxezFGaO5o5uAwVK8EgbRApbU/cOr4oxXoJtwe5oUsnu7GPMVvLcGAmQlLIABugAijrFTKNFdwI5Hhnh4gR4DIYlMq+amidOwKS1Bh0yS2DWdUHvI7IiwOVyxfXhEQ5Fbw2tNXSjnY3pR/EUwWEHA/EdnSUjPjq6A14cS6VgYG8MAN2pTVWX0Bhxsg2WStFkd3betJct5rEcTnKwBwQG9SiPjsD9cCwB75mlHBO4mjT4uVwjYANQtUBrOW2PsbZ0zLbPEfPRPmoBpIbVC/ugzNQl3OgDNCLBOkqgjs+cTkLRAisBgmd9riOo6QTuSi3ssHTeg3MP4qDMIDQD23TGshTY3KCp4wZ2kyJb5siqs+zpZLfMZkn5BCH6AMGoI+xQFHSkNiKddTmMFXByvtIK8pSxx0XgxhbaBkR3vO9alv67PD52w3UVLFEaWcvCQBYBsFp493nf0RWs1oWaGoUAUi0LSllgsR/xmRIUVgNQMqhwZElPOt8STvfU6gnAVmL+jNkFNhMWifIZKALSQfZOiX2hoWqI0TqZcAMDZVcw7xuBz3DOcUtQVmDeubeFfRu2Y/geYFICFdRrMaOuW++ddtQF1jp6VVQhH7TvsU8Wh+iKuq4o9dDl4VrTKB/j/JUQZM7uSO4DY4T9lghMcMRFZDU62mCHIEUkFsIHgw0C3RHcpeaGG51mj37gAkSFU/oVUabqheUdTqbScAA9noGQeWBjEJSLZ+RmUMNh58cN7gHQSMwB8N5UqUez742dNY0AoFlBdwpRr5crgAtkA6xWDGPQ2noj8zQSjEfAluXUKT0QiYTRg6kzpv1hV8DUiDqNBTKoxQlo8wmAUsg3uupFSaW5o2kNXTkmZnoEgoUnpPh8WdLxQ7JuBggNpZ1W4Aj6z76r5DPiupyd2uLXhzcf1z4GeiZRJoPhd2+bVAuzrEIhXg8WyWE2D+f78KMPgHD6+YKpn6nn14ET8HC+31OskiYexznTHZilygjfSiXYa85yVJXp56Y/S2C9TAApge5k5AAH+yi3lnwa/D4/BO5j81NheWnq76JQo4Y+c7JKFCaAD6GYdMh+MGkcICks2t4rWutY14of//jHWCOZ9yd/8ieotaK1gdvLhtajCdQYaNuOL97/CMvbN+FTGjy13MJ3zOgLiL3PeJNVAFmp3WoCwBU+Qn/NgURouS/TplD/k8/JI94jI2lgax1vozOctY72snHexBooqQflAORQivPzs55h1hE/MCbyY4rMBeUB3p1+Bqb9oMmJ+TODrrAgcp6p+S1p2DOOsalbNWAw4dikzzi7W4bOp4MldXWhhiYQmlfxtZZxsTNhOBwRc2E+I/dI6mjue/x4yrflXiwg8NNDD65tG7btJYCjjkysLaUGu5PxSjejtqcyNTqrXe4C5N/u+J5la6+M3vQ9JX7Mop6DTaGF7nU6B/mx/HcCRzmhcvPxGQzHz2mS04/0ZEMcrAAgkb8SNLzIv7h8KrYZ87d8h3E8XOz7f39yCJDtXj/3WeCg601E07M59Pnd3+c4PpMG+AyTHfvAPap7wJ/5d7wHaUTjjPFMRHNhppHO+8zncjAz5oI9G4bzxZz/PQMEzGzF/L7cmU6XLcCMy7LaLc9nKZ5HAgLdW6epmKdSQeqc1JUimBMUyvkWoMpjZbZ/bmARPPtgq19RdpdSKVHnTmNVRJiBBWa5GsaC7OyVYnIOD9BV4DpgPTY4xzSCHitevSBX2L380Cl7lmvjNO46d/fzeOqxcZ/m0RFMfrd5+F2BzR/EEYBBZjcthBtxMqakPbNOOcUXAYIyIwQzuWkoAZXBCGXYiE2EQqI9MrgeADjXwkApOY9CG6Z3Ah6FQIB71HdnpxYBBDtEHZfVYVVh3uAOsmpGQ6mKGu3ue+/o3VCrhFhfaKnEJlVEgCpTuDs7lPTR2dgAtLvdBrztPPd6wZu3b6BasG03bKGvUWvFshQUVYwQWxYRLEtBXSpKqbisCwACJfVM/TWwA1w6clFWwsCRNcoejoq7oBa+v7XBsgpRlLpAZcF6NbiFsKES1NNlwUOhg/b11x/hTkFhOLAsAmCgvTTU3nF5fIDoJQRyO7JsR4tiWVlS6NYxOh006gNkdo5OFsv5Fiyl4GVnoKjpkHkAV0JWAtkyBPQ8glHG7oe+CqeloYmgmkfnJgByNDKY3UIcABS1KspSQoPkyHol29FgtH0g+8wOLwUA5nxN+jokSmjCWTcDKJDM3WWMAYVCAqjx4RMYyx4e1gaG+izFqXWJlvQhljsBrdxDzgYlDJQTwE6QSvUILvgZn/ficPggW4VBw29lMf5Wjn/3suF6ueLd44L1comsI4WSqxbUlVpocAI6WipUCRSJFMCUoI1TU0208Al47skga0s98dl0nbk/JmlOA7CYeoMnxlHPMiMGYgqHVg9AplDY1QbQOudhZQMB9eP5WO9gETAF7xns+SxJFLdg27G21myQCbnvgO+wwS5KAFh2JMAYO3onG2ddV+pOCLWSXBzQgjEa2I3M4c4ujaVG8iAmSBEFakHbNozeUdcVtaYQfXQANJaQCGLvzFp5BKukE8AZGKH/FWCoUwIAAeRrliaOYM1NQJc+iw2CWaVWOB6Q/ZpsjHspmqLAGBP8H52Au4NghWBAxCCNwHZBx/CHKKsiqFUA7PvGLLUZg2QY9rZD3NFbgxltcSkVo1Z443i3XSkAPgwa+2WtJYRz2Xq7LhlwZebbqAs02IUPmbjBEvMmxigCWTHa1dbaqRsbQsfymONmHJui1IDrHrbPD7b8mQlza7TdowDZ2txwYirkeTmawOBcv8OiA+Aje1k4x2JzPwPzw8BOmXG+yVj/AdAia1kwJJobmUHQ0f1sNI/94f44Esfx0+lX8slH6M/b6bOMkzRiCIXSx42A/OHhAe+/+AIPDw9HEsBZwisqYYNkrp8ZU4HLstZ6JLQaweXRAnQ+7d8s7Rbq5kT8oRl/mEFHJMVD3oJBhdKOKQ2pu7CMURSGEppRwvmutHUqYXOj8URrDcvC/b8uFe+++AL/IFq3/3//2T/Dz372E6yPD4ADTx+e8OGrD7hcL3j39h32tmOtS/h1nKeLL1ARah4hWO2dgL8ImDhyuSObYgDeI1kkWaIV+78etQyMocjs7WPABXh89wY//dnPsK4LPn71Nf7T1x/h3bCGTlACveFZRFwip+D9NK1e1U95/I5+VzL9I6F9wglmaZxK7IPOkvdcX5+bu/MS6M/MRLgHM1RY3pvaVyoCSAnfJXxcLQEklVn2Zy4YkYiWQIsybh5yNCmaSeO57ySjXKfPpMAsl2VcyqY33ahpZbevAXcsCizXCjiwNWBZC/efYOdfLmuwcpmdKSF54WbBXv3tnaPvBx69jhbj5wQKEnigo8xAGcOmI52lO/I5wymHEUoQKpkhGYQdZVN8V7wZI7K/EgadBoAOQ2ra3pWuxedUCyfTaZ5J3M/3Nu0JfuRJ8q85ZOfcxefO/l1fO30h4r7o2QdGEMBF7MvZfYcxKdt9k+qGu8870uiuGDZYenK9wIz6Hq11OgcaGbDOgFnDiCENhoTaPyS0M3itMiGcFDejw6rKFuXDHAODLVJFgcKORDocMiJLiRMIlKOQvtfJsSqsAprMnBN+csCXASxCyt0we5xsUhFzMxGZdMIp5J3Mnd/g4FwOEMm/ZSHPAO/T2ZPzjfGX3M0wyed+xIJBreQgaIK06dBMp+YuppyHis519nfx2G4bnp6ekC3SV0V0/Uq8jhm47Bi2rgQkerSiHk4n0WxgNMe7hyuW6wIbC1rb0PYNbe+oa8WyLth3Zr1rUEelFIIb0WRFFbP0pCMzoB2CjmEDrTObv1YJIJSUYHewJOt2A8TxdrliqRVaFHtrcLBURdUgYhhD4N0jGHKs5XI8c3AeFlWsV2aVvRsMgmVl96IxKCq+rgXuaTvolNxuLwAIriWAryrYN7KlMnivpQCFXaSyrSzYJTsC0iz/8qkV0Duz56UCMgj49f6Cp9uGh8dHLJcFzxi4rI9YBGjtBdveUIqg6IK9sQXq49sfA+YsB4m17oMsMovATpTaAH00ZBe6BBv76GwdXhvH0AtG1OmXpUKXBZfLhYBZXeEbgSpXIPhNcJBOnyVeUisd3RRQNIe1zkwwgsHogEiByHnN8fWBk06aca3XJUTMR4chnwc/Q1uNCXxlhxEu88N5G2aoIfRZAvgCgOyWxHr5YBjAUOoDM7rRgfDcxS2P3tvMCA/LZ/3q8LS7+UICRxlo0JbZZK8xmxmN52bARiZdMGbtaNv7Qz/cj7HmTrmenOg6gSE35XtNWVJkDApKAHfeqVcGOdhZZzN+tPg9vo+umEG8zsYSLo59+zL2gYdZrsYSoT5LvYY1WGMpIoyg+b4Nao/BUJV6IKORan91AQWXI8lTdXYEGtbATkwOoMNtR983WN8A2wGj4ax1wbIuXL8gGKzlgm1/wcs+oNHF12zQ5oqjLhdcHt5gvRSoPmDbPkDlCnelZokWQBe0vTPDrePobeH0PUxo51SCgWc+s8E2guGnwlKu0eK5JlOTZV1aCqovBNd84OHhPbsMZndBgKDGoO2Gd4JHTgBPC58RyxcHzHoA9itZWiiwtvFzPgIgGyiVbFlHndoxZobuhrbdKPgPTL0XBUVfe6NW3eZkYzmce40+4OX2DABY1mgrfmLvaxFcVwa4HoFeGx2wHvZdp6+f/iK7bwVbKXxMoKO1DTb4uT56dO0rwOBcHHsHhqEuZG+gFOyNQX8B0B2QskyWNbsyEwATI/gw3XaLFJA5gTkxpBypvYpZ6Nsf97xU6nl143oY5vO6m0V3wEgk+P2pfmcHgfgoXRYCzwR8oyRdgLM4eyZWPn8c4FwYrm9823E+A2bYTF+094Ft27BtOxO/YUNqqfQLxoCjRFwzZtyRrFy3DoXjV7/8MgAi+s6iClhH7ymNgQgDFCM0G8dwjNCUUzfY6FBUQovDMEzBxm8D6MI1qtRDc42yNRWgULuJCZjTHQq/b1lX3G43PC6FzSxaQzfHf/GP/zH+xb/4l/izP/8FHt+84M3bd3jz5g3evnkDGwNfffkVaimoyth2jIF932mzI8nkEozhQobiMMMvv/qAH433uF5WLGWF4ILdX/DxxlKnDkcHgWA24SCDVFSwPlzoo+wN1+UBP/+H/yMspaJtG7761Vf48NUH7NuOx8sFD+sVADD2w0fMGCOBo4yJ+XfEUMBh/yKOzt9DgKrL3RSi22Nho8NHUY8GDf7ZToYzhjPqMt6RGUI/UFXR2s5KkUIsoYTvnnF0snIdwMvzCxvPRAMZ6px2OOgLlWzSlfsuyKCa5i3RrBOoRr09guwtpGO2nYz+Mj5OMoDjiN3WRWC9AbFmzaNc3QHbWdINZPzrUyvqtz2+X7c1PRTIERvKBI5iQlDkr2AIgH7QWUs5aYjokRWdR06y198XIETSLT7VoPEJDokI+qARKzFZItmLooIxNKjsIZ5YSEO0CH4O4SsAqtBYfBJoeQaePga2vQUoplMjo64MJBw+6/An9TKBsJGOeH4NxQm32wYzY3vwwk5GDIYqiiDAIblHTvzVOMSqzGyu5EqNiUt7fQ9UEEzQmY06IRN/a3qjuQiONs5sVb3vDfvWsd0cbQ8A6DuUas735XDpJBPlOybImU76fC1OQPAy2QDTq47fa8zrMx2Sx7d1H5vo+/3Nx98+Qauc0/MtB9IXz+gAnCQQ8sycTPLqCchMFDxLmXIGOBJUvc+Wze88jYs70Xh++POldT/kw63DrYEL3pj/Dh2YTKIZgL53lEJtHy0VSwgY79EhQaOkQZmsBmqB6oJhja2kmaLiHCykk5blQo0N1cjKsANQlQWCClibdNNmWTrod/PWI0gWScHVgWUtzBIXwZv1DdbLBfuHj7Aq2MeADpbyuLGTz7Jc0HOTjZnb9o69NWbzovytVI2Wz8DL8w2tNbgPlFKxXi7cvMyg0e64tWSSKIaBmfbbjZtY97kxq0iUh4yw/4j5SdBBBnCpgu4Fy6Lo3bC/3LD7ji9+9GPAg7IeDAx0Pg8TUJi8vkXRCvcBqRWPjwtGbzCnaHYJJg1ZTTu2AfiN2SRzR49gzFwwhqP11AwQdnOrBeYdYzQMOLzvKFvBeBh4+8VbmBl+9MUVtybIZhZaaZf3tlHbI9pvO6JLkLINN01D2GkJ4ARkjGCuz6M70zyUexs7k/QZzLLtddijmf3KZMEIphEAHHuUCLUYNB1oUQjYbS0zk25kdahosI1G2Bz+Scf8DE6yY+dhF8/fF69gpkXPwBG5TeCQkC/DUsM0x4JlpXMr7Qb3AUNB0RWqDbf+u2+H/V2Oy/UBD49vCU6qYL8NuEmwRSvW9YqHx3fYRwesBKDAsibVCsECgBR6kSwdo99z3u2lEBQdTgdaRdBbw7KQZeM2IsD1qb1mvsfWFOWto4dLQdAQOcc0O+/ssCZYwrdCgHjUwyCwyTIAjS6nzM6PdsMwtpY3Z2kTALTemDwCSwfMBaORMf7wcEWtFR+envDyccOwhvVaKBzvA4KOrW0ofYMJ1++6Lnh+bni4foFS1xgvx9hAMEYFhGePEmN3J2vTCazL8BPwnPstWRMv+8B2u81yhGHUYjKzKMt1SK/QsiK7AyHXfoCrRSodfP0akBUedm91h9aKpbAkj/owGwEg22FtQx8NBdTmIeDeMAZQr5cQr3VqVY2OYR1t23j9SiZYLQJcFggED49k1rTWsN1eUFRxva5QZakyYg0XFSwpARB6gSx/ZGDeW4u963gtE1iqBbUqMjU4WZ0ReKIPFCm4FIJBWtjRc9iAtwyCBPVSgUKm2PXdGwxz9LbDBwiIKct23ARFLDrEnbqlWM73MQXAzbgHiHh07lOWgENZihlM1cg+cS7JiO8eE/CywTVgzmQC58s3+4l/W0f6uPCQ7pAsXUr7fbIeiQTAjuTpDEXS/pdPv2Nmd/HNgFIcKX+x7Tuenp/Q+sAXX7xB2/eIUTwqsXL/qDDlHpQ+sWrB5XrB+/fv8PT8FIw9h43GpFpsLxAmqMx2XC7s0GbgXJPY7+nXkBlq4bckYy7L9NwAVGC4wGWQXdQ6/S43FK3BFnYCx4Xgsznw8nLDuq5kaatiuzX87/7r/y3+2//XP8V/+Pf/Pb7+6mu8e/cWP/riPR7fvsFf/Nmf4y/+7M/x8PCAN28e8f7dO/zs9342O6g+fXiaDHJ2OS8wdDy8f4fbtsPc8PjwgMeHBzy8ecD6eMHXX32NN2XBMMOL7di2QbLQZYGsFeXNO7x7uOD9ZcH79+/w9mc/wZ/+mz/FX//irwnqrQvevHuHArJPrZMFqMBRwh5l58nqQopwhx+Jsy8w59Sp+uQ0cdI2iMZczbjWAQ9WqKrPznyZQMtYp64XoO0Ehv3wuUQFWgsueoGJUTtUIgYMnavUk+rGfUALpS1KrUwMSokEIb+vO5MovALeQykVZZWJa2TcZYEzABZ6wyH3EHufjY4lyig5qhbyNJz3U0sNADzjaIMrZQEcmPPw5bbjX/7zf/3ti/E7HN8LPGK7UYTQHI3xRBCRjqIFIBzOYwRq3kn9zI3FzGY2QAI4umNOQLDveyD+DgU358u6QEJc0aOWtYenzolEauFEOkVRCoKSx2xlFHHS6bQEho4MBG8pywnux8DPL05wQkJYTE/v+cwxAbAzCPbqC9K4ZfvI73FM4wrMhTrxoM9c1MRDzkAFPvM++ZsBCiYCfX7NDrE7Sw49YlEMi8wcS9KWhddssa8llgYkEHKUqEV56nxPKXSeU7w9a/EpxnsCTgIN5zzlvadI62SkpbFLQyd0ysXO2Ns5OPr2UYF/B32OUwB5fucBDCU49Sowk1cY4xmvTa0qPwRyz/X4aXhff/x8j38HJI8AAP/sX/5bfPXhGf+z/+kfQ3uFiGO9+B2oTWrxYcc02DAZsOusfSbg66D2RonSmuEWrYLBzVIZyLSxYYyGWhaILEDRCc7RURkYyLKQLE+IGvtgcXISUrDv8e1boAC32zNQhOK2omhjR/eBh3rhZjH8AD/cUIzlD1qOzEW2kQaYrdcS5QMlJ7djjMhuhedVVKPcguDbCOdNtbAMz30CSqMbde8qM2Z1WdAaYPtgOVON+QujLosJanVwJQ+0ZhAoylLZycQMz9sOVUG5rNhuDe6dgIwjNKhS3Ba4Pjyw01sCs+JABMZjbNi9QYy2p1snwy58ZvfQT6jMeprvkGirDieNu1vH7bZhvV4iK79gXReUwee6j4FlrRxtxXS8gegmIn5i4pKJKNnxI53TzFqdQN5MZgAxRZBr11AXZpFHPH9DMLGhZHxEFz2L8tkEgpdaMEJHwoIxdCQjYkhP/3akSG2WFnxu5Z0zEkdmbQLkDiSjbmrvzNkJGHQCT0ULZBXIoKC6J8tDuY7baOGEJd/r78ahUqCyEKzojr01aLQuv14vuKwXCASLLnz+fcALtb3cDEMato2QwQJALgt10GZij0CtderX5DGQbEon2BB7nnsEvbHRzn3BD/2KmHlwERQpTHCNgl2ZiLrdboCNKTbv7rAqGN5QdWXpEgyQBUWMmX5jyeywHgC5oOoV5jswBhuylOVOiL2PgdEbWgAnUiocBc071DXilIG23/Dh6Sv0AVweHjkmJ7ajOec2E52ZwDk0dZa1IEtfuwF9dPS+T6C1RBJyfViBesXt6QUqbJWdeyzgMBkoSG2rWM/DTmIXirKkL5lizBEAz/JNwEMbaoyGbhtZFYPsrVKjTGWek0cRrrXhBh8Do+/wLLtyn9pByU4C2OGQvpWhDzYiUC3cG63SltDlR6khMizKhhFx7exMGc0dwu64+yzZ9Q6UTIaFXSNWkWxWdhNk+bURFXWWlyzXyhLzpcxsuquy9HFQCoAMEYNoMj7ZVru3jt6zE1yBWUdRhdWK1htLEd1QCpMJZ9+JPmuZ2nI8LNYyvzMZm6KK67KQYZ9u5t+I5fjtj9SjCgw0dHwOC+yfAX0OH/E+ZmLTlShDAz83Ymwq5ke+8aAYNdD7wIevP+Djhw/44v071GWd63AMg5Y6QQWWWUdpp5EJJKL46c9+jPGLjqcPH8ks8qPDlLjBB6tTSil4fnmBA3j/7h3qsuB2u6G3gfV6YSL/fO+nfYuryaDD0UuFm0N7h6mC2SMnnjZ9dDJRvvzyV/jZ7/0eemfHrD4c14cremtYrw/4L//Jf4U/+qM/xF/+x7/AX//VL/Hv/91/wOVywT/8R/8Q2b18e9nw1/uO//Sf/grXywXXhwf8+EdfoK7LLBH1wW5muw2sqnhuG55uLyhfanRvq8Dlgg8fn1BqxfL4APjADsM2OsbuWM2wAfjLW8Of/PI/4Ot/9d/h/dt3ePPjHwGtQ28bVi24fXzG3l6waCVIPccL0TRkTri5wyeb/yxTciS5ab96sMKy0iO7Nu57w/QV4vclHnBvOJJYc74ikoaOUpeIi44kfZYswtl58dD4VfROIKeWEr40P/Pw8ACtS5RHD2jMFSZLeN/pqwkAUQLfWlgUKKEbN0aP++T7287vGyN1Ngs0QbIcVcNMbBykixFA1+vjkyD/mzGK73F8P+bR6xfCGCRwhPg7KfWz3jjZLnEPGdh/crIAkWSe9IxC8l0GQM8gDAjenIEZM+o7aKq3K2vwCSocNLmjHhpRonR2Nw9kPS+Vt5ufkcicCIAQBpy38hlH+jvQxDJgYC2vf6/g/AzuSF6fJlp/yg2/mjUEkO4RBoIksSjzCeQCBg4h6O8wAWM9ni90or1z4YLgHUUwDbCCUhwjwB5VT003THwwvz83PQDnMnoCRMc1qCIAIY5xiV6sLoVI9TxhGqnsjBVXGL/PQOs+oOKg+OmFbBGaz/TumEFTjI3fA6fHUB2AESZwdL8DZ6kmHaTjOWoYovPcPaK1RO1xh77nPX7usb6ucf/8u364x21veL7d0PaGUgylCkZX0ARKMHyyDj9LB0aI3hkgBByhpJ5TCwNQ15ibjsv1Iaj5wR7SoL2PqI0OcEaV7lUfHdKApSzoFq3si0wnuBSCVIYQ5rYBAdsnS4lyuLzeALPYfSmyH4zR52ZsyO4Pgzq3sTBKLRh9nx3YSiGAsN9uZNl0Aj0IJofIgmUpMWaCBcHUijUMxMZsOTeDRSOC4hpBztmGAoZ00ki9VWGpTh0Dy0MBLgbxBWVk1zS+1yLrIqpRdx7zOQItVYcVmYw5AJAKFBQGnVGWR7H0zlIUCIACSIkKWgKGw53tx6WiCLuL9D7gtmHfNqzrAnm5QVYBCss2FmWba/dgd8QOwnp+hG5bZNAl4ekoQ8YhZP3JlhJGLi0B21xPT+hIlISDnZqD7o6yLBBVWNuxbRtgjst1JRjWDkFiiU4oJ9M4x3cMg6JM0Dlfz0DZAyC6u2QR1GVBb3swenmt7hSzfc2JxbTfMcczwxx1+xZi5gzSRoAVnUCkAH9r1Nnf8vh3X/419t7xBw/vGHCNAC7U0YtDC0WpIRXXdaVYdjAZ85mkQKuPCkWflH4Ghh4lbzYdzgxsJLO/wAS08/lyTedV+ty7MyFzzy7j81yWJZgmgn3vGG2HgiUVGwh6uBszsLqAaL3AbaC3Dd34XHOTFwQQMpOVLN0bBhQbUVbfortlR2+OKMIASsHlstL2ece+36C6sIORb+xoNwDzCl3esolGYRt3NlXgXGvthmEF64WlvNTYAlIawbyjjRZ+ik0/M9fmvrGkGRJadGuB6DL9MzKH088SlLrMOW/7gI0o5W1ttpa2QTaoiqMqsO07AV84pKY4LoFDgsaC55dtzq20azZGaG9kAC7obaCFzXeUEBePa68FBg/byee4eIUsgoJIxAkDob3t0yZltYKCgsQzcSUCU8UY4ShKaq3ROPa2w8yiIiAAJig0mpYk21qlQBeFmmP0DdAVLoI2BuADVgq8ODXzArzKpAkD0hHfBZabRVkc2SxCVoHrdOXSu0OuMRG4dvphYHlMizkpMX6zo9UPxHtK4P8uKAXCX2XXvbPrOn1EOd7rsY/fn+HeRwVwzO+ZFI//O9cpgCi7Ano3PD0948PXH+F/zLL3FCRn51RJT5yafApktyyEzXrz9hHXry54/vCE1hqKAMvCqpFMUkthFzUyYxWX6wWPb1gS/+HDRzw/PePNmzf0Tyw0sGLeTt9LbJY/pu9sfUDUYVpRCv1GTRFpUD/sdttQSqGeHYDe6E9ue8MXP/oxHi9X/OwnP8Vf/MVf4D/+2Z/jq6++xvZyw7sv3hPgNFZmjGC1lVrx8vIytTprrahrxdoXmDi2D88E5sVRYEBvGNsNYwxc1gWuBbsPDAGkrrheFnRx3FrD868anrcNX378Gn/8P/45rpcrFNR1GhA0B1wKil7gfUCQ68Q5j46nzX9NNCV8k1JmEldPgd7YOxMnCSi9+gM5M5NyXjmA/RSjnoAjN7Kl9Yjdc+5qgKY22iQTzJi3VBQHSxFBrKAU+qEOYPQ+r+EoCY/vDUBHooJBhL5fdjQfyQIdI/xQR99bNI4JfUDNCiWbMd0Zv7irGvkc2vuf6fh+4FEMZlqU6U+e0YG7m5ovHgiZ+ielU3fH6d6zJhfAIfYZi3+ycoSZ8BQ+Bg4Ai0HhAQodkw6kfMWGlnTaySzJ+zqBWA4QUT0QgrvA/TwuM2r75N5OwMlpXCZSm2DN6bypkv7rjwOMwXlx4Xhm83vubpJ3fYcHCQ7V+jkPZf79vRSh5DSAwN3En9+FwyCoCjwYHtSEMYxKFP2McZ2nXNopi6n1ScZZEkCSGbCmnlHSDM9vnuDRt2kR5XtPSPq8X5HTvz9dyscGezjyn0OCj3v1GZzx5xN4hMPplDsa2asTEjOaIBRyveR6neDU5+4y5n+Amp87/d+Fg5kHZjLU2a1HjEYdTqAgxcfZGQYTeNUQPk/B8t6DqWTJFrlQwxQgWC4ELNpoOJeREsSM6xkDZoK1XuDZh8glSi7yeYQA9+iAGbSAiVdHZOAootwi07WslwBeDK4e2gs+WXdaygQCCbIgtI00tHNKgFYWHd4aM6uRdddZLqkoQrpviZr0dKjZtStKmvVYD57BIGK+arbX5abaDZDiYPc/dn5ZrorloUagm2XTQXueAl389zCWyiQokRoABEAOZFkELOHpoYvj2Zq1wTEgJGFHeVl0VAl2DDNXNYLLCIJEpraJu0NBajI73SXARxYRO01RQ6XknhMGTHEAJUCKU2dJx+s/MdY58h4l1hG0iqbKXDzzoNGbk9KeXXVSaHdZmG3f953Cs8ogXfygOyf7xIxCpFXryZafgsS4pvkZY+eS3MMR6+bOhLhDyhJkiRTc/FRjg0LhndpOI3RdnGuDWkix97p9v33qd3h8eXvBVRf8tL7hC6UCAZIwmGUpYl0pFF9qRdFoN7+GcLYAXgRWAAXbskOF4HaELRPgC5s1QWYgAmoJAMEPnSs5dZFyRMkr0DW6XjmB62wDHBs812Pv6K2RfbRy4XkAruYGFKCyr2CIKAcAeNrDCPDQ7iWv2B0wFwIFNtB2Ms4SWByDHd0KABWL8ggPH2HHtn+EaYe7wgYBEh0DZX2DPjp0JKgWDBwHxAQYylLnqbXCsgSzAUcn69T4rFI7ZwxKErQWDRpMsBQHFkSmOjJhCgDJfKJd53KLLpsaovfu3P99QNxQC6CocFvQtheW0+097A7LyxjoDYzW0Dq/TBVQ0N+qqgykpz9MnzpBDwF1PpZ1YYdLZ1Kjtw44ogNk6gIFmAyCXQDIcABtX6j+HPMLiHiAoFv67Rl8mo25f6pqtPNm+cdSHS3Kb9lZdOHz2Kn9R+Z6lh4DpooSe6MFAA0nYCYxRj1LzEaHD9p98yifnQEiv48bTSbGszvSydYHoFEE1FjCIYPwQxDMBjD9b7qEcueuv855wnEahfuQHaefPxe8zs5V+bsZ8mQ8KLGmOIJjdHz19VfU1KvhtxfGBW5nnz2T7TxN+k0qFWuIuNPtJZMx7ZQWDYF7x3pZIaIYTu2sn7x5RKkVf/bxP7I5yFKjoUboGrmxm18pQAm/O+QKHIArdQtlKLWQSgj0Cyb7pPcx404HEwZ8GNSdevv4iDXA78frA/7sz/8cX335Jdx96nHOxLI4em94enqe2mFz3N2xWcfjeoWsFbZb6OEaXhpLkuvlAlSFq6AsC0s8rgvcDC+3F2z7ju6Ghzdv8LMf/YjratunP+eqKMsKdMoglBlzB+AmCitK6mOAfyJkG2okL2tlo5qDlW3w6rg8XJERliPnpmNZ1yNejNgPkbxa1iW6yvl8v4d/1W6H/omU8P2RiTWWiB0+VoCUyn13VvVollCTcjm6sVvj8NkUJuPC7CCZPq+DYFPbd7S2E6C2sx/LBCX8tA96ljoeZIK7v3NhzrX3Okbz45b+Bs3O9xbMPtPuv/l9oKGZMbTc/SofaD6g4zgHvvldCIefxsVG0lsDqVRBLZU1qyM7HJ3fd/p+OUAoesXBZBIcWQGfVxkfOVgWDjq9eb4D/TwQgjOj5vUxn59H4BP/nlH7/FycbwIRv2a8T6f45JggUpwzN2wc883PO8UJyPrsEYDT95mFufkfF5tBRgSxkmPCZZYAD0tGFKUCWYnyWm/19GiP35/0jea9atKh5QAL78Cj02aUG8Po89lOXDvZbMCn6yCf2fnCvuHw0/++cST9eBz3INPxiddYVb7/3jfJk0g873nSI/i7A309AtqzW5BrNYGQv1uaRwDmKs6uJ2MYRA1myqxx2Ao+58i+x+aXmmOev3PB3piNEAGqXuC2QTxKep0C172xS4/BUWvQVlVhAxBxXo1btJpGfOc4/ZsCgDY69zxRhGJTCKey5KKNMbssZJYCbhjoaI0ikyswqb/HZul05yW0sGJTFQd8Z/kShMwcDcBH9DDwqXGHCNB6gPslOqNMLo053AfrtiGhH1EmqydCCrgPSCEd3Cs7x527kNET57xMcI0dWEIPKgIPjYyRuwEy4plnVx4BQxmDWw8GC7PE7KrjIdwP9B7Xq8AwAZzPto8eXfZ86ij1FkG731CGodYlwDiNAJlOkcUmSPAsWwofmgDuR227Sz0BIvc7ZAZ6x75yKtVKM66KqhVwjxIYsAQmSr6Z0fXoTNOx7w1FQ7dkrUia/KyhHywraq3Do+vIGdx+nQ2zZBjhPuufe+DZAaIOzIhnyTUJiVJLpQAlO39FHbORVSA+CByJR/MGjs3flbI1IEsKWZYmpVJws1Y2jSiV2li1BvpcIAEclQs1WADAVwEWliqoW9DjSyRCziw2PnMxUCAeCM2X+32AgXVkVWMOUDBb2AYezudpxrKyYWSEOIN+lRDdDYBhqQtu4wW9d4h1lh0tC1Ap9M7lzdliALo7ttsGN8eysLSIQD+DLHiDdc5jMoX5STMHJASRMaZvwVM33Lav0ccO1sxWts9uO1a9wkeD+IpSywTLqhQsegWhroXfC8fUsxjGFs9mYBkqWUs2DG1jS+XRGShZOZKa1JuR6fuJCGp0yASYFDhKygIw7Q1mBbUAIiPYnwVXueLl+QP6PnBrG0pVXNYVl2WFu+H2ssH7DaMRLKvR6jxZR/y+bCXPIJryEvH8CptILHXh0iuOZBVwenj43wRKCKyPAMi5FlWALhJdJnNP4DMTDIIGjXY1qxdKrajrQu2j9eh8W0sFVkXfb7NBjuAouWIr64YxDnHkmNS0S8HknQE4o00mS1J0P22VOUwN6lkSIjMBA0EA4R77VIl5WqHapo0zG2ATiwrRilfQ+e/kEDmBOQA8/O68R5+ATtxq+IT5n2ZMgfSb8j+8ih8+9YXP7rFaBL+pkQvAxPHVh494en6BhhB6sumxH7bqtYeax+gd67rg8eGKvm/Yd3aJlZO2a7eBZgNfvHkEADw9P+Pt27f46c9+guv1iq9/9TW2fYfUrOCw6V/30SlhkDdyIkT4EJgUaBeMAOTcDb5UrJWJNhXMElFAQklFcVmvsO0FLVg479+9x1Ir6lLx//mz/4hto0bTeomOkAAuuGDfd66b5xENjgiov3v/Hk/bC+THPwGF68dkrDZVdrQrBV4LyrpiebhiQLBhYIiymYcqrg+P+Onv/xTXUrG1jZ3cjFpwuixQV/RgV2otYcMC6C4Ftii8KjxAJHXH0gakUJJAwofMJ6ni3N9KavgZEI0J3Iz7RkxKC9CIjB5q22H6F+n1h81dDh1LlzPbmQnE2b0tfIiMjbUoFsm5Lad1H80HBnUE07flXGUyz0YP6QsyM9u+Yd9bMB3p69NXTgePJZazYUnsNXeAUWrDzfV0Ao4SU8ARM/7nsDbfCzzSEBM7qF6fC6Dlk9fuA3AuJqPfQRDnFW7BZ+thmw92B5klfJOehAqV3EAArDufNebR6c3kqK08MnDfYUDJVzw57VQMKK/u73UAbu53hvX+vZgONBCUySwj8mNCTBxC72b4Nx4cIz+BBukxxVyPkqZTIdYJVDsNxnT2JdZm5tcOQ32gTr/+un7t4Zj3Tqcjn6vM72bQmkKsIcsXlQlZAmnBTMoGO+lL5pxK4bODFnk/dhMzk6AXKkuSZr2cSHSi4JemZlIavAOs+nRQ0uF5fd8Zun8j2hg3kDTIBNy+jzE4l64dEeX9fMvA8zOfxieT+AQykj3yHS/kB3CcgeQsrbExYKKwyAClDtsRRAm0CFRXzk8MiLJDBUxRXQHxEP477LbEucQF1g0lOhXS4dDYMIAUL9ZCsMdHh/dOsWmxaBfDLkRaC9ZlQRsWWRPMe+HCIFuhLNQEaNIgIXDb+obbRucW6xIdcgod9u0WDCqFe5TqWdZid2aV4n7I3gvKvwt0STCJwQeztoMdKEKMNrXp4MByYflWXQvqcglAQWDeAOwE2aKjBcttRmiSDri0YE+xXS5QYJJUYs5FAkLHxlmEHXaYgWY2h13MnOeVFI8eADqkKKyH3stgTfomO1RXiFSsl0cMa7lqkAAsdfdu1P3Yb3Ct0OWKh4cHPDxcyQSYTEYyFIZ1XJaV+9oJlPb4OdfkXal1sEKQe8WrZStKQdrRotFDMXSwbfroyc7wqMuPrkyxZzHIcmz7BrOBt+UtgwQ91kw3x+jsvNWePuByfXu6bgaM81o9y5nIej3YBvyuHu3NbSYS9nk7qTM3zCHDIVWhWmd7coK6DrZbM0gZ7MyJ/JwGUPl349BacLlc6Fz6QAl9sGVdsF5WaF3RgglWSgWuF0gED8n0cIsAZ3QKRKPARAiOC4BsTx8Oat87LlfqKVh0GAQOi+8GwHYM1/DXYh0hykXA8lwJBqBHJrmWCteCer3CasHYO8sSBBR4bo0sTkcAz4YRsgIJ3MM6WxTv2VZ4IW4mAqhiqSsc1L0opeCxPMIx0MYGiLC18bbj7bsHDDdYlPLZ2LHUB/TeKJBbHEu9YFkKbHSs9QVjf0HfC4BCMKDQ/k3/XGROPUMwjKyD8xABlHCPbY3roUTHnhRYrXUJUG/AvdCfEYrpJ7lXHHi4LFAYnp4arBle9g2tKa5rxbLSZoy2w20PIW2u6dEHdnNYJyuvNTKPrOt0nATBMEIAg21QpLUPrGvBUhYMBQSKWlasy4UtqwMsv1zIFqjKVu8WpdPp36Y2auo5aimwSmFig1I+PZhBbx7fYDx9hJbCoL51mBkWVcggG5SxQKptkWWq8bo7GcEGNjzYt/3UxU5n0JVaTsksIlDkrJJ0Pkc3mcGXxzUCDCh1sjJz3yXQT7mdgroE8yiSIXu7saz6k2TiDwA80hKdpkN3T/hvg6FI3OPZezxpns1zzF+efsjQJ5OsqgCMvjyO1vW5TugL6VENkKdy4M9+8Qv8/PER17dvMMbAy9MzHiJGYQroALtEjgTg3houlwve/+gLAI4vf/VL7Dd2xyJTjiC3qKK1xuY8veHh4QE//umP8fbNG/zRz/8Qf/pv/h3vKfcSY2KV+mMHq254BLROn076wUJBaIzBDctyYSwllFVxod2dSbbBdW/hAzrY0fCPf/7H+P2/92/x4cMHjDFwe7kxjoZh+Bu8e/8W5gO3fcO2RfOlywX/83/yv0DvA//tf/NP8eHDR7x9+xY//slP0IehXC/42R//fRQ32mV3YFnwcrvhVx8+oj5cYFpQlgXXt2/x/osfwz58CWmdsRAAk6jS0PBPH65Yl4X2zwxiBXKpwFLghewm+ssRixalRpk7E0NjoAjw/qHCIbi93GZp/DglvB4eDgDFLdhHRl219bLO99k5xgHwcF3Ixp96rzZjTodjKUsAQn2SUbJEPDWVcr5TMiH0PkVR19TGZIfbvt/4nt547fF6Ao0SyVfAZnJ4xv0BKHL+jFlafnz9PXg0F+Orl2ZYd8JWvi3c/D7H92QefQYsyl+dyhO+yS46mO/95Pd+fIjC1nJvuPz+e5OuVoqiZpcHUZSY0TOjAIIzJT4TLwRSmeeKrwgHVs6vJXAlfhr0szF1UvIjKyuBiiVzQ16Z2jPtDHl9NjBEJj16GhvI93rIBDIUGm1ChwNFo3wkxsZDlPKbjm9jkugcC5mAz/c+MrJGghonbQ/JxQQganoT4OLrjrLgAF08GGMp++DswNIaovMYADkWylT6j13J/Zvnco4DRdAFmdm1RJ4R+guBMJ+/B0iw6KjJP1773IDEv0LsDzPwvbugOd4WVH3aFw20O6nevBbS/JUUfstgTVBCRDWPbOnoRhFN4ABrbRpcfh/rtuUAnrK04YdCv/4OR4FgzVT4oJaQt9xImAtcsKIuFX3v0IUt0LWUyHgQPEJ04VEBMyYT2DsF+1pRhV0T295OVxFzS2TW0nfbIN1hvmP4TrGaAGFcgFKFQUdhUPTu/Y/w/PSM1jvBLCGwX6NtaGsOVae+BRRl4WIoSzlaIUs8f2eJhxTOk23vwE6gxWFYrmuwS1i6B2G+vQDY9xbzyoJ9E3NpOGo55oXKgPkN27Zj277Guy++wBgN++6odUVdVlzqBdgU4my3S4F7sn2oycb8NZkwUT6IYEJJ6rvxGdkY6O4oYkAIeKfNEHEoYv0gy9UCgFAL9g3bKks3OCpEaoh4M1N0fXjL0pKFemmtG56fnlCXiloJ3EldsKjAvEKwkpVl1FiZQLXTgVfgAKYB7rMOlsoAU3NkGIVYRQSjZNDCwF2BCMjTvkaQZAbeMR+adMNoLLlZF7bWbTsd1YfHN1gvV+zbRqaZ6hS1NYS+lI2pESFwjLafQPRjfs9kijlLBxPUD9r+rR0s4QTgtuen2NMpQknnUGCjoe1gp6la4IiNIIqTzAYgBRJMMHaaG2jj3uH6IR/J2htu6MpSnSqOHoFWAQWJCTb3+BMtm43r38YLYAuyxINBL9kgxZwte09zLDsgZgfaBBETYJxzaYSIshvBK4DzMC9+DIy2o+0bbKm4Lguu1wtuT0/YX6gHBgw8PX2NsoAMgNhnyMoDHP0o1zIDzLFqwcPlAc+3Z+y31KIQQKhLdLn8BLL+Cj9ZFry8PKGNG+p6of+zC7QAtfIe1YVgdZZd7QUwh2iHDIEMx/X9M/a9Q1BDL+0IFjjFk23EvXFYAP44Fq+CjQGKErRYlo6eXRtBRsTz0zNECh6XS7AHMnHArnTQlUDLsMnOiepbFBewVK5hNIFIxxgUzA5OLa/VDdZ3bC0DlmBL4BJabJQFGDB4S5HywQYHAyH+T3ur8V7RAh8B3qji4QEoUiFC9uHedrALJ0vvvFR0HLbo7CuoCpbK0jMRwXJZsIwHBoBmABrcEPY0uuw5UDxZ4wWAQqSdbI8E8FPhviMgJvrknezTbilMOxIawnAKe/sAoIZSybKaelqjT/0jEfpWcMBsoomxiAHYOREpEFkgus/15YOltb+2QcrfwlGmP3xUVwAGNbKQs5w6gbLwaO9PcrInr4/Pe9efPzzgNnLQAEPFux+9w+/90R+grAuebzf41vDQ008FpnyDCdwI9u6d4tjr+ojrFbisC1SAl+cnvDw9sTyqUutLiqJoxddff8Bt2/Dw+ICn52d8/dXXcHPctp1NBQI4oMCxHYAjcADuNJAEpILVwnlHu+mV862uG9RWwBushD8ihTo8CniwsCEs5512RQX/q//1/xJPT094fnrGl19+iV/+8ld4eX5md79+dAlOX39ZK/7kX/8b/Px/8A/wB3/09/Dypzf8xS9+gb/+8itcHt/ipz/7KZpxj9lVsbWBp6cXlHXF25/8BM/bDfWyQmvBUhTvn5+xdQB7p3ZolJ+1tqO9bKiiePP+LdaFZf2jdUjvsAi92TwBBN8L4yeCLKH3GfGfu+PLpx2qiv22IeUJ5GQHn56eZ+KpFALxMykWfzKGyaD+DOJOQCn1RZVNknr63VFqr0qfuoafPxEaM3QwfqcmG3XYeN8Nbd+x7y8EFCWYDGYhHZN6xozJIWysgGS2mZ325AC9ixyL6gQIHbIB+cLxe3/199/08b3Ao8wk5sGy+shqhVnhA+R7DsHiT82IVmal75TYP/edMSAJ5GRN5xml9qSbIDd5ie8Px0EUpgny+KTqE1QJYGCGI9+erWQiI0KPqNUdkdn+5lIe/+QB5sSlMPaYmXkMh5fPoIq/9pD7eRUAmZ6yABSb/LR98a8tQ/wbPs5ziJ4ta9EFgu6YDoipApoBIrvtmA64kVkkccO98485UJeYA2T3z5/3fcDRsK7hmAXAKFP4LsYCByjkw4HQqEmFg8wqnZls7Go17y6Q9OBqeYhNKoNf80MfS10wTuMiwKRz53yYdbgOal+4H5sm6OgpQrQZUbKTWhavtLeog3G61u84xfRz9CJBsOJ+907Qdz3+1Z//FX71dMP//r/6L/hCTTYNabZFytRIcxh8CFw9dD86hvcDJAaYSTkFXojAVcSDZQQAR3ep0TvZm4XsJglA1x3wDqS2jhYFdIFYgVkLMMTgXlFrwX5rpPInyCqx8RZFWR94b/2FG58YXA3rekVV0oNFJIT6QvtEWd4CRHtjG2TeFcWyMBidoHNkiIanw1LQnz5iXVY6A97Z4ePjE5blguvDilIEWhUXrGh7w7CBbSdApJG5U1XUWlDkAtcFogQASO8GgVIPXYOwZWB8Rv0OYVe8MSw0UAbW6JoELVCj9knuHWNs7GqlCi+EDbVUeP8IVaNo4QBf1xXuKy7rwwTekFkjd3TFzAyNyFZVEZYOgeypdCosABEE2Nb2F0CYDU2lH5Y+IBhXQFPuE64MWNwV2fLj3BRBnfeoyn1yRLejgsEsswpKYVthM5qmUhRyWWK+VkCBVS4MciRL6TIQ0gnSJaDehoUOSbIvCQgsy8KOXdtOYU3hnlucGdnhezAVLGAgQ63AdusYxbBUMjXggj4oZFtGQ2/JXB7o0W2KrDWg9Z1tto2aOvp3BzuCi2Fom9UPGq3BPVqdM2ClA/z89ddo+47LwwPW5cIya1VoWTCGUIy6KJYlzg2CEiMC55nxDDtGVp7NhJ3zQ5OlkSlRGYNt3vXwm+A+y4yu6wUaNkS8M6iITjV926ZP8/DuAlFFbx1P45nguhguDw9YCssTqyq6NfTeJvvITaAYKGJMGgYTXkvF5XpFNcHAjt4GbmH/tvEGZX3A9XLBm7dvsC4rXj4+4cuPzOArDNYNvXb45Yq9dVTVcIzpC5SY6wUcf2rphG6TA0UZoPZkHoDlGasAgkfUZYF3Z4md0eYltm7BWrHBgFSdSQCCFgT73GyCfMMarEdJpgMiHd53gm9iKIVZ/QSWextoW+OzbR3L9RLdisObCdBSwa5560p78vL8jMc371CX7Gw1MMaGbmw/nn7v5WGBlBXNAa0rYKlPFUkzd1gX9NFmoIUQntaKYHnzOb599x5mg9onUGx7x/XCkiKDU29KQneqrCjDIEix2gqgIgulHy4PaPsOvVDAvbcdfaO9r0vBtr8AiFJsUdTKCoWPH59ZblxXFGWHNzpp6U/xWaVPxpss8SyjLDm1v9Jn1GD0Rum2e/+ESfC7OM5AEGX56KO6HAluOJBcIDvFRkGY+YbzfhrSaXSkfX3McDwYPZCMjween2/4+suvad+WBVUzkf+5eIWAtwa4wAqKlXqQm+OrL5/RNsPjA32QHcAQANahteCxPGBZKnrb8e//w38Pc2BvDbWwMUYm71i6zXbq+7YjxZU1kt1aCpbQL4MmMG8zYTV2gkYAm0SQAe0QsDSZEmin8qiwyOaCpS54fHyEasWPfvwj/KN/9A/x9PSM59uGf/tv/xTwHc8vz7jdbhijo64rpCz4yU9+itHJ5nt52TEg+OInV/ze3/t9/NHP/z7MDB+fnvFy2wAV6LLiL/7yF/jVX3+Jx/dv8cWPf4Q3D4+o3fD89IwPX33Avm9MVg36Neuy4P37N6i10s7B0MWwjYZhTlC9LhAtqOD+4c6ECEKXKiPY0TteXjbs44Yq0dnXMIF6N2d5L2t3M7WPgQGzhu6Fwg6SSVqWyl2uF2pY1YqCYMVHPr3WBdZ7aCkhzkswS1TIDAo9pDEG9n3nXhjC+lZCaqJ37G2LJERmzIgTZGJGI9kPyEycHeBPstV4T2QGSpBSIjYMtlQmvBNEAhDs7mBd2VwZp3P+zcVr3ws86r2ht8PoTc2YUqjgHhPi1x33AMsctlPWNMRlM6gPC8PypZK+DNxx6gpyz/IQSARo0VraPMrexuz0QmYJz82yk6ObwrcfiV7yIrLmUr/jhnBkqk6ofjzcWYKSQJSlef3cONqnm5BjGjR+xZglWxAirK2PGQDIN1D7czoTxY6F5oEeZ8mWg8GuKhZZzhc2y8qydh3hdN0xfnLwY8cQYTBkoKBdsQheAVTNbkJjdhISHCwkgCBPEkty74MHO+lIskTslxRoma/Ny09qRZw4Gb0TYJKD8QBHlB/l4gSRYzn0CvI539W5x3VOwG+O6QnsiU/46TNudPYh3GQyGCx+aL3Qzh7llp/dsjNz8hscMuf/3x3gCODQ9hGZ2lqgVJedon2lFG5WbtFtLdgswfxKQM5jrMcY2A0AjMGAkglUCkCxW+rwsByBXWzG7QW1NNSFlP9lJW3awzn12JxKfe1sHdo25bKyO9rKkifuLwkaXMIu25zj1g11qZGhMzSj82Pm1EiSAC1HD7sJQDCBshrMp9khJ0qThhQ0Z2nYPjobtISmSjrbwwZNWGTltCi2fUfrBghbJ0shcFHhaMZ5P7v0QIBCwESsRGYGcy2aGaSU6dbOzLUDL9tAGYYv3r0D1iv2/Yb99oy97ViXgsvlES+3J5iTMmwG7FtD2xu2bWCYoKhQKLauWNYL6nqFQFGyJENYKjJShynFWK1E5stZLiScJ1PrDRyTvXdmoEqBCRvMT4Z8PAu3BVTxpcaJjaOi+vWGm3vGCM0tUUBqyLgKUBaFdcF0UYuiau6ZnGdahI7s6dQs/07bz2BovV6wf7yxJO9A3wFgZkLXxbFjRx8NozssUP+crwaC9LmXIpxpFzpSLEXhvLPQF1MVmHW07UZgycm66H1jOUoAIWJ/d8rWfvH0NfbR8Y9+/PvYIxlWVHG5PqDqQnvTOwM7FGhnWZepoUaSRdUjWSaR4oj9w5zdjqK8DaIz8OtdJ+AJP2y6517jFsmR9EUco+9oRsF8RKm5hKBnrZUi153ftdQFcgHEaXMgEjofPm1MazuWpWDsDbrUuffue0drodXV2VxAtGNZjEFaXXgdCmChvlkzMoTVlVolWNiyeje024D3HXsz1FKn0DMBMMfttkNdMWQD3KMPJ3Fac4dghdaFdswEakwucO0U1AhWiiiKC3wIilQs6tBLhS8U3BfhuJRa0faBtvdgFRaCGCFIP3o8vxHloAGIujFQYhlRB6yBctqU16d8nkcw1aEV2J4JoLT+KyzLhvXyDstaoaLobcCFPnQN/wugOHapoSXkCstIC48xFRxergS1W0oOHI6WqkLdMUAfRVwB4b6aia5ZagRAhM+k1AvqanBp7EYVZXJLXWZyR5XBvErBbd+DgU1tpstF4TdgeVzZodEMbmXqtY1tRzJ2s5vvGNSJ8dFpUgNcDdUw2tJYq5n7ZBIw9REiELRcN5G8VgGcYswE9MhA/SGAR3nMEEuiW6oDGG36FslBP8dGnwOOPgcafdN7zwc7nrH8lWQC7iZ93/Hhw0dcHh7wptZZPn3nJ2fsdNqsRjBBeifNd71e8bPf+xm+/Otfou0dWhSX3MdAfSwRxZvLI8wcH28v2EenrtBCbSF3x23bZjdSKcDWdmy9cW56CPTXCtEL544IUFiW6uG7tLaj5LMv9AtdqQHEDoKAC0sy6YuFv+WASMFSL9AHJr9bN4gWXC8rfv7zP0bbd4JJL8/YdzJ3Hi4P+Nf/3Z9g23e8f/8eP/m938O7L75AKRXPLzf88pdfYrmsPM/1AXvr+E//8Rf4xV/+JR6uV1QXLFpwKRUf//Iv8fTxI14+fkTvDVoXaC3QIqhLYXdD61EVROb1MNpRrUwOSlHUSBBIoaj56AO3lxds2zYFpGdvDR9AlKBlWaAUxRgdJRMgIafAuuaKse8oIkxC1BKC3BTl3tYVdT0SoizfJwttKWtoNWUcTl9yvFDceqnEEVpr2G8vMyk4tY2CAWYjStM0yhGN8byefDWBh+zywfCdcVmCSfE/cZ+lwgeZ5hTjw///3P1dryRJciUIHhFVM/d74yOzqkg2OdMgp3vRwAIzDwPMAvuy/2J/7gL7MPMDFvsywPQuMN3cbnaTRbIqMyOuu5uqiuzDEVEz93ujqoKsmsqkJTIirl93czM1VVGRI0eOTEmAee3g0BzdQ3fHd7/+Hv/pr//rb16Qv+PxVeDR6AM9UiYCBtAeUTxNrMWi4fuz88v+h9+DB3jwfQ9j6B5ZiQhsACCZQgTifEffPMozdBe0y+Cl98johEEqUYqU3zsGH6LGhms4dHI7ZN7E94dMAc8dQFJVLLXOTk1sKXu4rQkQYY7dDpzwvKWkJormOw41lj7BhSxNes1wiow2dgOeCCp/vddZYr5rv8pXdNTjuwLISgCJNbpHoC2Bu3vGVI5zZjHmhM93xiIo0REGgRJL3LJHhtO1AMUiGAfFIvO8Yw4PSrCNQlttfrcA0KBJJvCjngbncS7y6swws3sEag6DKhlsCZljvo8RzxPjRJrE3aabd/9qnOUAJB3my/E5T40h81nvmy6IgI6QH+bUjC3vHq2HjfJ9Yf0Oxy7I9tMDjR6PYQNlCLzwnkizJ9OBwFHOZD/M06DOYp+7A1GLbIbuUSYaviQFuPdW15OlFl05UrifmxVrrIc1iFAfKW0J13yKT1ODaykLBE5RxjvwiKK7LLdoE7gaJcoGhrODjLMdLhmYG949n+nghsSXWTIU+f1DF6zLaXbsyY6Xy+mEWhUl1gI1j3JuCNkhLUHWEFcUxbWPCSAQ1A6dKSlobYOhQ5QCyFy8gEoFZNdeoUZRAfyE3m8MFAXsNqcFt+sNBseqC1wUCp9CpkB2W7FwIAwQOiwMVC1K/g72fVmiDW6FWbaXrTAP2dwA3vLuzQZG66zjX+hE1MJOTVkCCS/w4dhsgwYrDFqIjUkWKwF3m+CdzU574Ye908MBCyBGcq8hKKOqyLScCEWIIQRbRiYjwmbtCQQmJKZY+gAABpnnpxWjHXSnwnjTNnXM8MM9gt44dyRIuHd4sDD94fMW5pdSuMzqD5iyGw9FQjfOBSFIJxO0B+moP5Gjm+FlIxuO3fsa+lixBFtj9NCGEsdyKhMgAlhCWJSssBL+l4VuzMSCld0k9X4zAmxQkyHtCHYfwYzJudlxLMBzG9SmsAJorutCYXfrHaMPeBuTlephR0opqEXRRovuqbQBY8S+Evt7OsK9tUMHQp+XTNbHCaMpfO3MbnuIkkqBFMHpVOBFwk8h02bbOB+KVqynmINRej3c4NuGISvKEuBGDJOZQbzDkjEU/8fZOaaxLwsAnUy8Aq2F129Cpl/4CqkJgrg/Td8nWL6jDfROXzR9gKIs9xjDIqZyuHeMvrHzZckAwjgeg+vPhsEt12IIvE4gVqmFFmV2GiiziGI5PUHLApEKBHjkxlIsDIpImzt8+N4FWQRAmX42wo9RoS6KjHyKMr9fwp9qYOmeiGJZKR6/bR3r+YwS2ksEjSqgNdgLCu0pG1EmIFDKgiFsLJH+mzlZVoBxr46MAZlfA9Yaqsrs/sl5GM+/pi8e4MbRd7I3/HERaFlQ3CEW8xyAo0OtY3to/PLHOh6jgJkDSDsSr+8akPmW/HNfJ1/yJr8UWbhkxBIla+5zBxWwM9r182fcrh/w9PwEWZYZEWekMYPn9Lkj1nSAjDoBTuczfvGnf4K2NfzqH/8RFQXqg2C7SpRTBRNPyDSsUBQTFAPG5QaHwXuDDccQpWZhMDYXOIawvF7dmfhTpcyFs7OphT5X7YPzdDi6N2hUUQAkYQCCob7LROT8nZIjLKWisDjjxt5baNoavvnm41yLEMFwQV0qfnGKkt1SASm43ja8fLrgP/313+Dnf/oLnE5nmBk+f37B3/3N3+L7X/0jvv2rv8SH53d4KgvG5YbPv/oOo3cUC408M8AEZV1YJo0BHwlCU/Lh+d3TrIpIiQ+4QXxEI4+B3m64Xl5wvbyQna9KIMuiI2IEcx7gUaKRAxYaQxJyAByjWpKRqrSZ7mi3De22YX1+BrYtfAkL8MjQ3fH0zTcs4Y/XxugYraNvG2w0EhncMHqjsH6nzp0C1E0NMEncsRQNH5V6bH63Chh7HUkk+Xo2j8JhvR3j5QSO9hDsGFMfTnX8rviLCW/D7bp9YaV+3fGVzKOBUTNQAQfAs6MKB2h2kcDuHOzHdHeJzomz5EbuzRFAYzzGmABICtnKgyUSYGoJ7Z9ORorP61tqRWbiRaIVYATRag7XrL0/IIGHc+ZeMTeTwzWoyC5eCdYS72h4nvX+omeRWbbAjgD2yMrRApaxpYHOOCBHMYzoHehwOH8CZgmGAEDmjlwONxTfN8+LHUyaV55ghvLfGZgeJ6wfLkAk/477v3NaE9wIpyjHKZ5vsqF8pPr9vsVpMEXEPVoY89IVUaZGTdV4tvEEFHNeZnlFZtAzup+MrxnsvDHRDlul5L3Ndbw7yjn38tkbPDLGPh3Pu/X/6shrADLGynGcHZling6zOenV9/K7+/t5G8z8XY/HzX+uB3/jlz/yg+vXCdKELcjAFm5sudmjfbsNdu8Txa7xEfpkQkaEOyCDIIc4UCd7cd8QAEQJ2YhsMKmuiKwrOwL1CIL3IDzLG/fOktlxqECwHJvdIN1AdgmjwLfOdRXdYyQFQhlkGF9JvXsAAQAASURBVD0sCtwGUyUqxEK7gYwF0QVaFkAU6iydEgyc1hWiVCISBKjg6eDsFN9ktZABGTY32BIeYIcqBRKp6WU8r1KUUtJh4qBzPZGSApUVJhu01PhOxSg9HDvSkd1DU00LW50796/tRjHTbtSGoaRTCSDa4MIOUcuyYlkJHFEENjtBstG4iLAtr9lcEmaOdr3hReloLpHFZ5JCQmAT0UacTIK5tkc8g0gY7J1AM4CJoGiCRrkIaWNGtiMO2ynxZDXekZox2eElQkqyQ/fdhlYo9l+oRHcuOsYJmi7LMoNgjRppi711jI7s0gZPu+6zrIb7SIYO+TPvi+zKsPkgw5kt4Q2wQSbT2ALknOoG0+YJJALin85B3ZiGUmuMW+g39Bb+lUMKSxJL2cXrBc428TxLADwdfVCPqgSoJJ6qIspSXHdY61HCLbnRzL2JlHyCK2nShhnLueH73Ey/zCi8aqNxEzaCkR4aFAmQ9C1EtwM4GCN2qKWgaGfnx7DJBM3L1NFZygkqK0Z3XK1DsaLLlXPDAYR91KVyzgo/z/8Jfqjo9GMwdc9AYL3QJ6Wm185MmsmDiH/oc8jU6YAoGQPwaWPFk/0ZEg2CvdEGyMBSMMDRyf6T6VfvulNO2yvMrCO7Qw6ug9Y2FHXU6vF6Y6ex1uAmwSyLMtRIUuZ1cs8JZt8YLNVGAvosny5lDQBJaPu9YmoGBRt1ajOFTZndbJ0ldrVWtLazeRkAph4nZ253gwdbpAQQ1LphBffP7GYmWmlfjMxEJkzoj5pnqZDCY4P0YGux5DCAZnA8kn1A0WwmheVQ9j8TRwnkI13B3fnhFLHwGROUVwIGQZN3K3PiiAz4j6Cm9j4y23U6DSyFh7Lixmbwex+IIvb1t/zD/c/H+O+tgyfkHkAQUMO/ul2v2K5XjNbYZVJil4s9JH3ZI5hEHIVsQqmKuix49+EDnj/8gO++/z6AAUMtBmoLIRJfoW+kCjcFjGxX88a5NKL5gxj7NAT4SBIFO6sBht6iY60oxClKLkVQhAklgpwsw0UJvb4AhJt3RtJK5vEeR5G9tnfk4utFCrw4arB1ZA0DFfHBy63j/PyMp6dnmAiuW8MPn67UcxqG7379HaQUnE5n9Nbxw3ff49d//4+oAjzXio/nJygEtx8+QV6ujNkdKHJXfMWEpLGbLRugKJaiwfLBXHtMhDQg2OWjd1xeLni5XNA3aqaVUjBqhQ12KyT9OOOnhFJiZhG/mr9zTykEj6RAh7uHAD990dzXzFLKhmCRiqBvPcprwy70AOFT9DznKKKs29khEM79jp1fBUVCYgS0RTPOxozu+O8vuCj+xt9zlvshLn/jk373E+7my+8zXPs65tEgdXgiexrsiwOABLlXDXLsgAdtBI1Q7yztKSFINrMvEyUBWqOWQXYqygc2AY7YqNgpZgehAA/bfqzRlaQX0QnAHkDfASnuBxsnh88ffj747HdO6/x+tunj534jSrAfd0/V8+RHrOHut8fNLb5xgmUJkMwuPcffpbD5nNgyZ/Ckgz4CS4gN2LmNKpx0bc1rPAxIZBMkWFOlKLVDIgsu8MRUcBy6dEYjwqEDp9nRDPOeqO1QKDzmFLnN6sZSCR4BQfqxg6Mneue45fzNe7V47m+DRukwHF7e/ezDnuq73rWBejkI1tohkJnP72EKPD7nnKd5Bbx0n6BCdl36bUmsuY3Pm/D5fb/T8YjYhhEi/fynFaANM3z3+Ypv3z9Ry8ocYzQgnPtaF4x2g0NIeffCTFXJMc8MGQ+BTIBT1MkuEQdp8bGZqTITWqKz12BWQxToAewY9pKcDNQSQMo25SVao5sJUijYsQNXw4HWO2oFal1ZZy9jBvVeAfQxq1dKdCiTIrAe5bfI0iIycwYEp6SLq6LWBUWoj1Sqhn5ZMkzjfQF4Ud+BTnW2LnWXvcRY2FbcGwAt1JgIkMTj3ih2C7j3yarybJnswQBaKk5ndm4zczQRnE5nBp2lQKVCoxzKSo+grGNryQKKUjN1LMsKgU/B21IXrKcT1mUNQcoEoiXGL6jRVtCC2dBj72rbFVvb0C4bPnx4j/V8CkcjgsdYOwTSdO5J7knbzhINlrPtgrMsC7w79lgmgqeBbFbP5gudTIUICkWVZV3KrCsMkanPspU9XHBE6XJkAK0UHB53CPFjXr+IMJNvoYfjDokx8wSG8rI99yeCGQzweX+WyR4FXAjwIcRtbWwANuylnSy9YnnTmJpBP6XD3dF649osJQCgBmnsoqhFsS4gBT+6BikAG40MASGsyNLvhuEsXbCiIIAsUcZfoCDNvjWWGcykn2QnKYrHZ/lobD10kBNAOfgKbgbbNlyvV8AHS9rGiA464agLUCIog2Yihk56lwTC7G6fRtgDFcWiK6qeoahotxuaAMv4CDx/BsQCHGNJHjtfrTGXFQULlrpw/rrB+h4Im5E9QxdAGRjygUTyLhIHxpAlSwPTj+BdeLCJyHjovUEldcOiUxhkd0lFANcZ7GaACBDkm114gm0gUgAbKFqhhR35zEZISXSYdoLktsF6Q982ljm6ky0EAlAS4Hd4K3AHysLv2XpH787xrgva1lBlQS1ZBVBQTOFeUN3hKR7sPn2LPb0W9xLs21oLqIsbPqM7/MAmgqetAJ9jxomQ/f4jvnAIWuvozuYVc190R+tjalBqAM4wBOu2w/sgQ0sIiiS7wCfg5LHvh108yAlw2xwBume5GoFx6oZJgEOMZcZInxIYHpp9YBt3qb+f7P8/94idm/M3nFkTOzi33Kkk3pvx3GxA83Acfc30vQ9b0+GN9/sXWfORDA8/f3TDtt1wu16w3W4Yy4IaJYQEcyMmyVKfWJ8QYdl0yAVwGhU8v3+P9x8+4vvvvwf3x7AxEtpyvaMu67Q9ZKp1SIriB0BTAczaxZhnbrxhw0DvBWLR3TnK8TQSKK0ssS+XkCYAZPjUOm1oWAoBJ0UCsjITNtlJNrvalgCCxVPAP/w4o2C0LmcsywKDoPWBy3XD55cXfPp8AYTah7/6h19BIGi3hh+++w63lwv+8l//OT4sJ5xFcbtu2H74hLNZlMP77p+Ae8UYLFWuWuCDNm1I+B5jYGwUke69o7cbAMdyuuFyecHtuoXPE3bVDNeXl32MY5wTOILtMUyfDQvybU41o3j/kUBibvj0/Q+zaun4O3eHX/4rEhDNuVyAWW7W2NyT+2VWMFnOeO5d+zVmEBhTDJnw31fKvgJyDe7+FubffCX19Y4SN/nzPGmecIKqj4vuK2K+3+H4KvBoPty52e3BQvwjHKBDN40M0B8MzXqK9qfIYCPeXxI00CkMlYK9GXRnJjNPwPaZe3DsCUTkWwRT8wcAs05HqqmRApeZn8kuSdAC8SAldZPCoTo8wGPGNu/3WKr2245XmKD7qyftjsnWmUDFHBf+kR9hlj+Mo7EA4FjJcP+NMh/RLBR4AEaOF+ERPBcRGE/P+8/MS/wpgunAO7ADK0caV3zJY3lW7jxza8usnwYlOj5rw0KALsvWEszkrWtBaKrI3TyjflY6IzEod8Ah5pxN5+7NR5nXnwbsYMSQpxOZQRLpUMczBdsgwbzDnHlrcz4eloZ8GOAFXnBgau3nSAryHZiajvnvaE5kOg7heP4+rdD/gcf3Lxv+H/+vv8b//f/27+A+MNoVFEVmqYiZRw28ADHPxgjxeS0zGEbMIY2W2ipCbQsVbG1DbxSBPZ8WipRityc5r5Je7NaoTSEKdYoQ5gbCcpQU8qYTcbvdoptePr2kxgLdGjdsBwpsbnxkbxQyDmLdujh0ocNzaRe0Pg4JAY5XziWK7ZIdWULk+tbJ3CmRPZ5aM3P5lhmImg+0aIG8iECfznS0Bq+/905tI4lSvowdA1T49a9/hXfPH1GXJ64rV2hlGczmQHeGK6oF61qhsmBd2CK1lpWC2qAOAvV3bui9xZoNirEJ1tMZS3S24L2U6ArEchgYkxWjsdPcEuCUAbBKEIQMnXjMB2R3DIeYxfPZ54HWuq/C2NtMBKWQ4q7KQGci66gQzxMHI+LgoUuA1sMYvBdXlv12A8ZArYa6PMFxgnl0K2sE67JkKNm8C5iF16gLJmwZwbDyPRo6AbNrYezRPTJ8c1+PPT0bVmQXFQTrbVgHLBm8KfhIzb4xXmCDXcamBkzsC1y3LP3s0RZXi8xOrD+Vg3vkgIeDMtwmmAQF1nLG6byGrh/HoHdn4LMsqLagyBK2YZDyv1CwXFSwnlecTiukegQwinWp2G4tSrXIbHQ4x7oPWAaKEQWLgAHCFD9medoYA7eXC1rrKE4g3K3DI9tbVMmU6S10L0qAicHwtIHr9Qdc4VjXE5ZywuiOenoGQkCx9Qa7fMboHeenE6ouaGjolwathlJPEF3DoVYUPaOoEzwuFQoJEe5BVqaTYZA2q0rFNhyjANqda0w4VgqC2AoaGmW/bsAdfQsmdg2/0dkMgyWyAR6EVoqWaAwQ+qAjSisnuxSpeRSBYvoesabY6S5NI0EvmWuJIN7sNhQgrXiWuhRs5ujjhqWw86OUBdnqOt0gUYLFrTdIafDlBJXQwymFeIkWGFhCR2CepXnmPdb8oOA9wL3J2Y1t9GQpsoMV2ZgEBFprWEuFJPCkHTI4PmM494dhENsOumALMtDfWbVkJJFrlrY8f98j+VmYkKBYIXrrcHT03skSQjLeKpZlRfWCy+iRjMgF69PnTvba8E4NNjM089A/kl3kdhCc6uOPX1I7y3sxpxmAADuVNtokKgQSgNw//epcGfMhQz4IUhwdMWcZQ/qM+2a8kv73DGb4/r51dmy8XNDWFet6Boz2cQoDD586atwGFdvWsC6VnePaQG8bnp7e4c/+m7/ArRvs+oICDxaio3Vq+qbGkQjZwUlWIDONoKMfrl9Amx3OMRm824XMo6KAFaArUJnA6v0E0QaRCkHh+EAhEsLLEuWoQg2kBOlIRK5A6DOW1Hn0SMCNgTUy52xI4ZB3T3j/8SP+4//+1xjuaMPRhwNasJmhbZynvUVC89bw8ukTPj6f8a9+/nM8l4r2wydcLhdsn17wLLEReewLOQuixEtN0KSze2FdyGjvHW3b0K4btuuNTFdvBJRPV7TtRgZ5qZRAUCY6emgXch5IgDN8ulyxh1kYPmb6w933xliIZJYqAbm23fa4dmIzkbwCQl9oj40nUAOgZrIWwUX0uJ7BZLEHU9jhwFImoJkq7jNGj2d6pAYktrHjQMfYbC9xTtCLrKZ4bYaerzGD++O3/f7rjq8CjyaYcmD5HIEjgZBe5gxQRBUwDcVy3H0mByOdTYDZLxslmEZBEdQ9U+0HxzQfKksI6l4fOi92N1Z8UIZZUGiJzB2YOtApHJufO954/qTzkd1hBfdHOsVvjN/0BGmS+PYvRuI+GTG5u080MhHIw12/OktsDlwsPr/rDgDw/a1H3Z55XlHgS9yWMGqTlXe4gEwslCg3OUBrQFCo56yf9zcH6fGLInAFM+UJ/hThDPY+dcWZGQRKyYzX/bPMzCFevQa46qQ8Z53upJLTq9oXdzgOKdCbP8/xe7iNIzj0arDyPSMzjT6HggyOQK0tjEdqf8RaI2shP5Ng5/16k6JRAhDr6J9gSH4bmPVTOo6ltTBnbXM3AA3mHUs9xUbAZ6dVQJjF4c4xpu5Nwegd9XTCcq5o2w2KEHpXZinMgFpoy+payejZetRM53Nz9LGhNaBigZZoXR3dbjj/l8mo2DYyfiYQZezVpiLotwFUAQrpz3DD7eUFWRbj7oBSBLvWNVojpzM5XQIAWSJzQtuus7Sii6BKRbu12bGtqGKpBeup4nbdeO/I+Zejnk6BY31yOi/osIXMUbgS/FWBObBtDdfrC9wpyj/LYKJddQVwKguaCxkC6pNpVOoKDIr7ppbHcj5hPT/h5dOC777vUHmCF0EVhXqBWcenyxXvTk8z2Kp1wen8hPV0piaW1ej6JjAvuDUGOUULloooGat0GlyAumAJMV+LEj52tMlsehwBwDNBAMApwFmjM0sCZgBQhDX2pGR1sONQlN6oY12fsLUrgQgBBIZxu/GzdW9sIJKgokSqMJ6SYwY7o3BDpPMqKAcdJvMO80ER30xcOCZDKjUhaiH4BoDAk9DZGxEciyiKkPm09Ssy8Z0aSwwQ2r7vi7OeomMCRltjNycEtX+M387I/LEdGRQMCzCtkd6/s7IENp4Ap4D0GC3KYemPbcOgQiYRzOFiqIujLAQsllIxOgNkUbKXaswH7wMuBSZkjbWNz7+GjRNwbtHLiqC48VxwMsJsjGBCGQPzEGGWWlCWJ1hnENe2G7z+gFo2dNbZ4toarpeO0+kZggpU2uNtvECkBvOPpaM1xKZtDIzthh9eLjg9Vzw/K85lZemxGzDYRbMuJ5TKUoYxEOWlA0VqdLs16LKiVsX1+xeYDFjo5QijQ1hq+JiFLMHerIVNGAag0ehDFWs9sTQVLUo16KMUqwAUqA6ANfe9EaQqJdZqH9i2huwofDx0ERRZIBgwu2KYgkJ7g7pASqZ30YqiC+VCVCEJ+kR5LoE7ntOiLLGKRLmMQazBxw3XSycD7vwOp/UZtazYmoUNZMFySkoMGAPlOHZfEwB0+ka5hxWt1EICEykvlyvq0weM3nG9XNE26owAQBsdYtG5VMg8KnVFDd3C1K4bw9HDie9dsOiK8wlIBu/tJuy8tnVIYZl4KYLT04LtukVyj+XqHuXTMGBzwJcS/vcIAKnsAe4SJV7dX7nLGeyNaCAxOsWO/9hHanUCuPMFKbheYEr9FmEmigmPsMEzEZafTT/+rSNCmN/kPtZTBTqBjDGoXWgGfPj2G/z8Fz/Dzz9+i6fT0wSaAeyAoe/+N9zRm6G1KCfq1KG53S745ttv8LM/+RO8XG/4/pd/i365cI8Ey9uyVGlZF9TTArPs3CqQ0cMHZ5fFCR4JYl9POQ0mYwRkrPSCAKAFkIZFPmNYA/oGbys7kNUFcjpj6M+BhZqHPsbsGFZV2DkN9B1G7xFDxZ4hCtRlAsc2BpsGlIKf/9kv8He//Hv88h9+jVsfuPWB7z+94OXzBefTCW0b8G2D2MDTsuCv/u1f4V//+Z9BWsPL3/8dbmNggeFbNbqbYSskQT4LhrMZWgR9ZKE2wB2jDfjowGAiU6sCqHDvsLbhvAZQZwYbG0anzViW02zOJRnMx2Q69qhO4HvGV+HPizvKjNuEoNCRRVsOttXJtvTe88b25cAQ+osV8I6M+chSLCX204y3FUDoMnrGkxrPMfY+SAJCmHHwUYNQZQeW7mPIuHbsn5tx/fEa/0CZ/q8Dj8ohA/5gCCRKIyRrxRH0rnx4cs+I2La2fzaCfjeHl2gpq7uI4BetjuwLOEFRvGWTFbNOPw25hRGgSCMFOS11NZDlWUfAh39LQJ3z5XD2U6jQLICIQ2z+RaMpk89x/3p44a8mQVpp9+m4zOvLBXL3AZ5b8iJy8xbSZydTAIjxnh2gHy5TJvCQgezxWZYDGDMR1JFBcXSNCsDHlbRyMg8jW3YEj+IedhDmCCAu1MpCamgIyqKHhRjwWjpiUe6TDiDVKmO8/GHcYw4WkUCeJZgMZH4kmyOHlQnz7KyUou0J790/T5GYf6+qKJKxxmOCQTFu+8TJTTvqhC26WNm4c9Ak/y8FCOBjB3x3Rl2Civ+cIwE3e5y7P5HDA0QGCMax3IXCh7UIsFagM3u/LGd8ePcOBuDy8oLbaGEHa7AuBH10vFwGKNoLahPlRjGAJoZaThihSSGHTETzBu98vtS7EIrIi951aAAAHxLkNY9SuixnSmquQu073NpAs8bsWiGboEVrUSCDC67j1nk/Jer4WWoZwbtzXq5P36DfXtDbjQE9OlqyPBQQLxhG8Wjz6LyW9vKw97POfQC3S4CxGgwgOhWncwE7NwG3zXG5vkAEWMuCvm0AChQrA0wF3Dqe8R7dWXLRe2PgqsrOJPVMe9lHlLFyD6ul4vThA65XoLcAbYtClgWXyw3rUrGsZ4JI5QSvHzBQWGpdaIcycJr7FwAVjxayQA2xWS0Z4IGO1mE/tIOtnMARAPQOcwOhr9xvFJB1zgU9+BFxBvS+AaFZUWsN52bAlPNR1wKtNcY7Wb75/R73xW5S9rjHA2HH2dY6nfiOKFlPBw6OWlnauLXGrLw7lqXelaxxbdCetd4xOrvkpA3M/XrO7Qj6dz0YZkwjkoUY9xl3w+g7y+GnclzHwP/nh1/hv//Fn6HUCq1y0D8jAO3esW1XqNYorXS4FIwOFCkwGdQMGgaUgQU1mAQKQ2eWOcDYoRVbip1Do2OkBtiR+2/6dBJsHYc7wSddItMdLehrDUF5rejbBW1sMLCG4elUsZ6fYBdHGWyv3ocHYB/XX1aoRkY+yidtMywrkx91CeCocG7dtiu22w23Ts20sShGqSgLm7e4F4isqOXEkjUFu/EpxfbdGHym0FtvwM+//Yhff/cJW+s4nc549+4Zy7riV7/6hMvnC95/fI/T6TSTDxq+CzWOZAaRCjZC6LYxgEIkUw9+E7uxKZp1ggoRMbQ20G4N67qy7CbWZRHDupxRqqCUDvMFYyzA6FBzLGIoWlFV0UtDixJPcVIhpRBs7wPYuuHdeUXvwTAJwJiYNzP1k3Ho1H7p0jEGcG0d8AKR5Q7gskGfGkMxhCAE91f63Es9ocsWPll42u6AKFrvWOqC3lo0pGF1Qq0LhjtcgNZv8IaYz4JPn37A89MZ6/lpAvFcJ4o+ItEgLC2RKH1kk4MeQAjnskGwVLKDaQ8LTLkvjNEwhqOcFpx05TWbhm08+H4id2Mxk4vJiBgG6wOj81n/2I5jnJN+Y0ntMT+ABRD67bGxCx78dwQo9Ru+y+MzEvo5lM+L8rO4CvpCAy+ffsDt43ts729YV5aUGRzt1gjqGkWaEXOsbR2nhckKM7amB4DT0xlQxfefPhOABAHLPoxswKXAjOwjLSwH7tmFct4Ypt92XyWQ7DMCj4CxNNJ0rj0Pti31z3am+D4YG4p+h47zZHdnefzs3AsOFsvYwT0PGVfRZyI5kMyi//y3f4t6PuEv/uov8cvvP+Ef/v4f8Pm6AcouuWuh9t3wjud1wc+/+Yg/+cU3GLcLxuWCkypO68o10q/IFhYOD6le+rbWszNfsG4sG1QJxEKzaB/CfSwRflkMRMYvcEdrt4i/I8jOOYgEZNJnOfw+fs5Ey13gzQcUIfshzspHkH++FRe5T6GAGYPPf8fje+NznsG1LnN9GJy5FtnnDtJ/i/mUxSnh+aD7mHNldn8+JOsyjkxCzZ0kih+u5fd8fCXzSO4CAQB78Oo+HeKkde7d1lIAcNcrAoLCWHQa3VROcDkOzgGFQSJxghS6oZZN/Mb29+dzyz9yshwA6nle2kHZJy8OlLw3zGDe3z1Qg9D/AAbKDgqEsXkLQNqJoD6v4fGYn53IBfbJc7j+4zjzc3SK8pR5b/kZncPFN03VijtjGWMie6ZKNTdJ3Z/9rKNHLFDqWdGgHFlYCc0JRLKmPG5LYgk8MG9S70UKM1Y9gLMEslKrIUVa04pkSVEpOs87L+NLIONhrDgmO+CZY5znsNBtmIyjHPM7POoeMD2O7b7wj78+MOpi3oogNG6OBoUB/pg/8XaGOFCYSRvArh2hZDrkesouRnunQtwLmh++iyaez9lDK4H7wUCKZf70DjKNtApKZOiHDfQeGRutuF0vyJKcvgm2reJ0OuH9+2csrTHQFc5jFAWijEMmoHs4RKDQ6PAQ+gGxnoaP6PpFCjEZkJUAtxt0eLSujvpqZdZftER74shyKbt+mDOznyyMKoLVEToG3IFT50k6r6PWDOpjLSPsjipFoeuC1MpQ5Tztw6K9dNgbMwxvgVGn/fa7BICHRsftdsO7d0/BzrHoRuNQMKgbjUKJq1a8f3qPX/7DL3HBJwzrOJ/fYalPKIWlft5WlHoC1igDieyzigKD3Y7UY8OO66nLCe/evYcWh9kN7hudMiHz6TbOuI6BPk4QPKHKE0QUNk2ZRGldap9wTnH/45aqIWTJRDbZCcUrtMgM5kULxPZEdTrOu94LgNGBYGIJdk03OB1dilLzWTsGA2SzyfSd5GYRaA3tLC1w1AgAAaCgOOBlZ+O5lwAaOQ+HCbtXCUGf4gXmC3rfdpvtLMvI92gkgNwF7WZo2w2n9QRBlD56hyFp5RqJBUeXvXU8HaoAVm1E4OdR3pX2cqCqwFRjLBxFC0sIfmLHcEdZKrZ2Q/ECNsipse8iyoQGvOzJjFoV3g1DwmcKfyz1IxwN/ZCtlejWA4Di1rEhpki5SO4qnO+ztCreOcZALYVORPgD6goXR/eB7gSNRoBUa3QpTLF1dgJZIGIQ7aBuDQAvgBeYC/oAbAQb3RgUsrwjAGlnN0d67Qt8VIxN0dRRloVlphDACrxzbhURPD19BOwFPYIhhcKFth/IEj3lehqGvg3AG8vvtNDPDX/NnW2byQb2kFxgMqH1jtYGtKaYewiX10qmAMIbyo09GMWjGbat7XuzZ2AN6FrQUNGHw30B5BmlOKw4HBXmtwBQCywaM+T+TyBZYdDYA4LNWXif5mSvZrm/60BvnQmK0GgxB0QXlt9q8MlD28Pd0fuY16xFM8eHbsZyRQSgjj3acrPojncGwDKlPliaynK2Mbvkpb6Sg+DjaAN2XumLSSSDwfblxYHmHh3p+F1FNUDtij5Ytmfu8G7Y9DYTkFIr0EEx43DG1tMKG3aQO9C5z9EXRHSKQwDgDo0SVA9GWnXqMg1zFP/x2KY9znn05dLHjjlgFjGD4Nipl8vxEBTJ4e83vul4mJDpZqkRE5MmExMYHaPd0FtHN6O2FRByJvTRqYHH8VyLwKxjQGJe0I+5XK7ovePd+3fAdsXYGgW1VVDrgj5itzDH5Xqdvi9Cs2iPYzI5/DhWURHgMT+MAIti97kAoAuZ314jXiAhkvOmVgwlc4U+QGhEuqK1BETCbkhhxYFQqHuddN1IWlbgrM/4h1/9Cv/dv/0r/Omf/xn+7lffYXu5oKji1je07zpOAQ6XpeL0fMJ6WiGXC/WYjMLP3Q1dLOKc2OsNXMNOkBbhy00/IMkGoUOVCTbxhqkhB8wI+NVM8diB8tdHGMAw4w7a0J3MMoJ1lJpYOZaqeuhkhhmzATvYcgS2Do/1ELbxw8eQJ+M4P/6cfx/C6WP8djzmiHoAS2lT5r3xPTnsGcPh8PedDtL9yfffwfG3/+Xv8fe//BV+X8fXgUeP15YXrNg3DcmJH+8BgjWRD2m/w3yoGnoIebCMgsMXjwsTRTlkbbN86fiUUqthf8AyryPBpKRrpuCz6KET135xD2DO/nAy62RuE3VP5M+NwfmXwKC8Ipf9mo/g1ZcPP8yZfUN889zxnvyKfOf+lWno7395NIl7SMSf9lrmXXg6WVv5HPl+g409q3QUJrtDRHGYJ/Hd5s4uFEkvFGa56eR4fC8dE5aBREYaBkRgU5YFWdpoTq0EdtorwQBgtj/R+9fGK7dSx0BBlUqNmChPA+iIQYSaHpbZCTl8+jCuadMfje+0MqF/AkFwg3dgSWgYWXUeQJtEB5po/zqNVMyhBOHm/E2x5Lv9josgjdZxbtwtm/zdAVVzIDrH/eZ5+GM+zBz/7//9l/gf/vJPKCoKn46plIKhXNsUZ3aYKfrWUKtiPZ1xlhVd06YFe286FjEXwqmUkYLHwhbWUdIqSqfA8hzBLNttG3abeZg3EvoyWWbLtRNOEgiSIAEcMwwBhjJDx1Sw3znuqXHjwK4BFregWrHUBaLsWJY203rUk88QM7LWdrzW+Do5wPChpVGtol0v8GQ0aLQ8VbKpRmsUgu0N2/WK2+WCokBbryhS6XFWYalZKUDrLBWDh00AoI4+DDWcIwcdTpbyLFjqe2yjYVmf0cbAdnNctxvMGqDPgBZoPaHU0wTPPLRXzMauQ6Uy50HuMtQ6ibVhFi23D3ufpD0VhMTxnjwJG5u2iWzDEBD3HZwyZ0ctGwmiGG1DJFA8q7QlBW0l9Dc8HNxoNoAKlfBgUQEQQPVMpzmQ3QX360duYtPW6pwJDrcS81qhunB8LIC00AHJkzBUl6CYK3WPWJ8btimyhGHLp1bhAVySGCsF5vXk3P4pHuzEGK3Hg3WrkZxp2w3WDWVZUUvlcg6wQye7Lbp3GdBfDPoUAtFEhFGXhUBGYTDrZtROyucRwtkie5MSi3RoAeCegXrYJElWDfdHLZXAgpLJuyzLBMv3jlTRMTLsStGCZkAfAmkOVe7vuhKMcWdnng38W0vBtt1QVPF8foJKRW8OeIO54v2Hd1jOK7Ic1kbMk5IlZwitlBHC5B0F1MmR0DOyEZnxsCEZKPU+oFEuc71e6Y8EUIuY46MP9NZQlUAyghFQUpC8c+ys9+nHZrCL8F+Hs5NlqQu0VLhWXgscZDSyE5rpigEKogMEz82cbJjCUoplWeFQdIvnB0zb7NGhLNlH8NAyKgazba7dYmQ2mBCQzxKPtPtTu9Epim8pzA+Jklsl61bD309/Jfab1jt1kVpjmYsqOgzX64XgY3R4SqZKslAmk8QcJsCi0xrEM469Sqi15a4BUCocNWxbAdQmcEqJOT73vK9SFb0NKEYQSeXu9xb2apbXAjMuQAb+9471H/UY6WvgwG7NY7p8wa5FXrIREMtE/f3bH2KYcDzfomXcHVyHtGVyWANOPbdbQ2sdrRuWJQX9fU84x/4X1ipAHEwmU2Z+LSpaTkvFshRsGxPLUGGpLWjHemiGSaAXub+QKbX7eLzXgf1h+vGWAOFYzSg2OmfyR01nOu77AB55lgqW8C94jak3zKYb+2C7CLpWGHYWenNDlwqtLMF7/vAOUhRba1hrjTJWalo9PZ/x/P4Zp/MKgUFVGDON0L7zftSojuuLZ8SBZie6GK+0Xy6eYfwhLjII7FWy+o2ZM7/r8Nf9MPvhB9+HxI+BDTy+S3ZAKqPauRb3tQrEdBU5vOYPT/gYx/r+p++/SczieInzvY67z8zrPOAIPAN9ez3gJxr2NsdonuOLSyzO5cDtuuF2/f0J9X8VeBQox+GmAzCaDysd5AM4AczgxOEHxPCt08scuLvZMpG1nc1zZHV4AkuY/uTdZ/P7JEc7nB01XtMU3Abwuugozup5yz6zdrMQyHeH1hHtQzO7dLi24zimMNedFXj81sON8DSRiQrHefrwh3vMazwuzjvpLdmBguP9HcdwTvq7HSFZSHtwO38pe0mUxxfkvR2fPYMZmefL4GCKnZvTaZPD9yTTKeuMo1vM6CE8mNnHwszeclphZuhZoiOgsO6yTkcYwOwGl4/38anzcgogFLMd5ujdJy3UAVhre4AyxySYOr6fhxt00FZjjcg0DrkZAhKMtQkyTVHd+Ds6DykANZ3gxhz9mAB8lHJ4bkeTmW+jYZoJpJyLv4tTc2/1fnKHOfDv/+Y7/J//4ht4x9SsUo1ig0EdNcmgZTSM3nDbQDpxYRcvM9tbWQcglBi4w+dGXgozwb0HSCI7gy/b2yfbkjX9t2BkAm4sC3E3eDUsWUZpgNakyft0gjASXN0zGSOdZ0/m0D1AZe4zw5yPVkBNiqWucC1o7VBn7n4XmOeGzfa4fF8temcrkk2jtWJxR9s2MufifmADRQSj1GAnXXG7XXG5fMbYNtTTEtT/DpMOkwEJPTPP5+C+3xuCHm6c6zMrDaPeU1kgN0NZnrCYoZtga8CtDXz4sKC3Xe9llqYdHQrBtE0sf0hrHM5dLERFOM9BVzcPTMadGc0sKdF9nc79IZ0wJEgkEOnz3DaTLHnSff8TOWayeO3mgmGAmKPIoCAtFsDj+1PwDxk0BDOpA7ND02Gv45cFw0AyU6jIjpUCCSF1gnbiqU8RYFACPxE8u4Saged9Yd5Q5HnCiT3YKcs248GmTM2HKHP7KR7mPYRD83GkoPhA2zaIbqi9Yakrah2whQDHUtYIyjNgB8bNYQt1VuCpCSawEuwjd9gI/R5kMo4sGkSJOUwYSBgz0AJnebvsPkEKW4pQR4vBSYhEK4FXMmgyWVLiNbJ/AF6Pm6M3h7IXNsZwrGu00zanzhLIiLlcPuPp6Yyn0xnQJUD+AfeGrQ7UhXaI3bc6xhBAqCfEUjsCsL2xM5mJoGqKJcvcS3Majd5xu91CM4p7b2sNy2mBlML1M9cFCDRtzjKzAFHSV7ThgBu6DdQEhUbqLAU7yGlLyrJAoLDRoTrCFyiAVXitGJXsKuqwZdAstK3gXlbqCkAomh+GwoLNmqUeO5PGADSUUqOJQkft1M+qq7MMYymAdQJjRFyCKRQJ1NTGmeNBMK73EWV3wSpzMsnNO7s6bewWNylQveF2vWJdqVvFNc5yx+V0Cnu0d31DYZIw4ykfPoGx4Y5hIUjsBI48xtq8wGXXOMz4IuN0G45lAWwj0MGSGn6PKhOpw6ML1tSj3IG13Thj96//yIel3x62NfrZAYe/5xF+fe53EHvlBr4dxcj9m958yx6hzH024ykztG3DtjX0MaJkNTwet0iqsMQNkBj7aEoRjECLvRquePn8Gd+cz3j//j2GGW5bmwx6Vc4ddZaJemzW04d5uCsggaTHO4yf3LGXf2QsbPO6bRSoDtgQDFU0I7tWQdefUDyrZkTTxu6+vkeQJiJoQgB7yMAwx20YXlrD0/v3MAfXjyrLW12w1AU+OgYc7z++x8ePH7CuC/poWMWjk6dhizJn1HhGY49hOJct0FxqzOZte/gK+UJOfTWCcK+T9g+aHmFT7t7mD5/xfd7s8e19rJPnMOyALoFA2X8vmMDNfLoPgNL8l99/4+M98p/+cD7cLf/X5zpccIwdwz/6SJr+VvhzaVN9xt6Ox9PMqMDxath+X8fXgUeH48g6sCg7SM2dWc4Ux1HEd4I8ZvM8FhnhfM/eRWj/k+vQZ6RiygA6V/X8tvQr3WMBSnSo2Eu6+BGZDsDbhuF4swdfFWxxTX+d950fSDAEtteLHZXb87vnooeD9Neg8T2Ac5437nLPHImxT9DFhofzvk8jndhBXGtM2JId2B4W77H9OAXhBLj70x8GJybu4TlzospuUoUOzKw9L5g1fyoyg/b0PR/LAcUdUEd0Boe7oywlHBSNjh3JEikowWxQY+Bair66xtRrSqYUr5tj/NYxwa9XCzDHYwcy5ymO7020LgtZ4/dzjvqj+dvHUo4tlObp6Ay6OcoUkL03mjbnhiR6lQM6v1+IFUAOVYWPgulvDwj/+Ckyjl4d0yk4zm+HqKNGidcwdqmqbcNwlk6s6wmidYIojOE7qi7T8bHp3ARrbXS01iHi7OYV9ew5d4oUDACjbejtM57OC4ATDBW9KVwKyrLi7I719I4bR4KNpJvEM+moTPLyrgZFFDX03NiNkPNids5055xCmW2OAbY/LpUCtK31fSM6ggDJkgknm76SoC5lbsw8js40naGx3WDuKLqgnArHsvcZ0G3XC9r1CthAlQU+Brw3oLDjVBHBWiu2LZ7DdPhZmqUHe9qDGVRE2FklynVLLXgu77GuJ5xPZ1xvT3j37h1+9avvwSzrgDuzi7UW+BQCerAXsu97BIIiCygCLQYtywxiMhqVsJWCfBZ5vb47v05tIQ/Wo3V204NnxzELZ4zORJZOp9Zcxi1mYIOByBpbbjAaLAHfuzSRUcpzaEnWRSQuLMHS0PXyEwMJzwysTWF1ID4aopoCD6ZmsEtDx4GNKnaQcXg6eJh7O4XnHcXogHcf8DFg1tBHR98aHMyUepbb/STBI5YJeOg1tYNz4o5Zsr1tDbXe2Amqr6i6QldAlooydYPo49jYmEhxCpa6G3pr6L0TQBiASyEQEF1DJJhH2oSlSc5ykatRr60cSs75qA+JjCIUo/Ya5VhA9xaMAIXIwrk6BKM7uhO4P5+e0VtjGQoEtRS024bz+sS5DAZ1wwbGteHl5TPWlSVwa30P84o2GpayYrs1yCfg9HwKVq5BK9DHhjE6JITIx2CpmPUOlEKwpJ5iXRYCWzEvW2sYn33KLIgqmUSro4btYf95iS5vBdeXC8pi1GtxkE0AhVlHb9RbkShlhbIbIQpbfGdJfnZhgxeIOhMUWnkPVlFqoXC2K2CRuJPJ5wOkIj40WWRm7GCWSxHADm6ZoRv7Um9bJgM2LGvDOjrKciboggEpJzZy0AIEgDs8tGxyfxwjyvgajgxWEe5PrbX4P0rHx4BbDwBKyPQqheXhYKl3t4FVWepm1hGyN9QKzP+EAZQBaMEY2/oIFl6NPZQdAZu1uTeplBh3LroRSebJRgmQKFtcKgCoYhstSokjlnGfpc6vgskfwzH3ZyfbFIIy1V7jLbMUiT+rRKdWRAQT4/Hae350ht/2r4Gs5Nj9WBXclS217YatbWh9YFmiJF3AUrXovOnRCYvdvIxz/pDkcCdYKiZYnz/g4zcfISr49fc/4PPnFxgcS71PFlG0fgeOpoftweZFdgK3/U49kzUAkyASc/5B/N4p7yFZFueGjooybMaEcAQmJvBCthwktOcCcHMHm88h2W/cx29bw+fPn/H+/Ttcbh1iwJMUvJeKD0I9Nhjw+bTgZx8/4OOHd6hmaJ9vqMKqzSVYQqpIFXVkxYJEPC6ZOHVjV1fEWCN8jAPIkuOjOT7HqXhkp4UPLX4fj2Rc/Oqzh2m2x/iHzWkCkXv8vz8GjuHAuE8O3p1/njzu6BDH3cV0++fekvOYPtd+uTxbfjb+nu+IMduTiPs6zNfTwTsIz8wY8A8don01eDRR9AM6F5DKvJmsbd+p+fuR/WXcOjMs/ImniveKam57r757BrpRQkBNnOPCjKDNg/0RIMGwQJMjsM52jFvraBuphAQjKjzo1vwiohqk6QU10hhUKviZCjpcrW8MhqrGRhMlVxHIq0iwhvbgm7T0SlAnKMmZuclOAjU+K/M+kjJ+6Nbz5sOKPw6zyBwo8rsH/3d13QDEB9tIhiikh5Gfi+V3gDrzWalQYFdyl4iDr8f2lHMixoDn1kDCFQIGI5IUaS3QQrYRN2wDvMTZdyaTHphHlkbqYOBy/N5Ckd0PDLq8PuwY0RujOM8Dv69t9cN4fbEUMeYFEEJ0qnQaw5nOefYWSDaXkZBZ4HJgoUCnFo7gy48tnb2jIeO4/cicoa88+MyC9YAEVBw1nAcqErN8YtuuKCPFDp3de6QAotAS4ooQuNeDOCIAd/TWZ4BF59KxesW6FIg53p/OaFvDrQ2CN6CuyCbUQYKEwKhGx5YIuAE6zuYDKjkfY87Hc3UMjH7Dsiwo5TQBKw8TniyotZ4xzJn9Cur3LUoy3r9/B1tW3ALUX/QC84JxawFM7QHWsrC1fakchyznM2OQYMNgfYO7Y7tRV0oWg64nVHEoOqoAiwCN5Afa6wJE0QKKCtZSsS4VdWFLaXeEo8d5OrCLxZbQTWOpQocaoMZuJGV9YgY9bMJ6qjifn7A1ZjnX5QQtLFOV1A5xdvO6n0sCkQoRj7I1ibBFUdcKDVHYI0umiKCsZ5QEemNuMTPO+/HBcgvqJgz09gLzBCnp3KoIwUIXYAR75wDa8U+K80LozA4j6F5sC/2qdmBvsfyt1Jh3UuDjGqweB0LMfd57vId2TujxBpCmoqHPwyCS4rjRLEP51mQJba2htz7FgZn1Rcyt/J5wsHzAnU6xt46xtUPWmXvIontnuZ/KYQ78r7/8R/zbD2estWDpDaOvGIOaK3VdZ+Jj2ABadBOsArMF7lHWquFHOdB9cE+USr0rc1y3K7qxqxRQ8HT+iFIXLLJQTN8rvFNb6uiw5rRqzaCFNHoRBhPUkKG2jAHQsnD9ArChcHSsJ0WpTOmZddTlB1wuVzKtICjLEzT0TyR8u8u2Ya20MSxlveDWbvjm2/f48O4d4PTral3YPU4cKGS0XK5XZEJAh+B2vUAVqCtbXRdReK0oYT/NDMW4liS2ZjXgfD4DRmCvhmaUuaGPhtIUVWuAlvQnrq1huzXcrh1ldO41KpTHMwqXDwOqUgtvxpqh5QIpqMoytxJ+C4KxpfF8LZJgRRcobhhaIGKAVaT+p0eZXG/02whmEES63QJMxB7wlson3LeGa/+M7XqDakWvK3owOp6XMwADtLJldwDnCT4D4ScY/abeB9rW0HrH6XxCrQTS+ujYWkO7bWhRvpd+S1rXMTqWNUrLjOySxwDRLEpmnEmOBQPmjqfyBFfHtV3QbaDoiqU6GhyjXWegjwDxe9sI/C1L+OqBcfdBtpsIii6RDOLeWmuWEYffPth8I9cLV8hDAPyjPuTwJwKkIKNawrbYuO0sk2PyEXtFAoFIjW6Gx0qF/Uh7ooJItITmmAPsCshCtNEabrcNW2t4Op+hsS+xOxqTTRgdcGCMLUSqD/51PAEXBIt6Q10r3r1/j613fP/9J2y94fn5XfgwFKtujSxfN8cQj+oH38EIeHRezNQNZqlWFg24e+b2kBCbmcNLJFxswEpFMUM9b1DvGFgA1JkgF1UmipUMRs8uwPH/0ASOmGT6ftvwd5fPGH3gb/7T3+Db9x/w1//hP+If/uFXoUHoGK3hX/3iF/g3H56xFkW93mjHV2aUuxj8+xsWZaWFqEGqYoQWnGTcYg4ZztcOoGNSCGbyPcciIaW7hRCLN4IoCT/Ckc/vQGlCnAygj4vdwzlCfG/O7EMSJp/fjPni+iA72SNjQUc+7/vXkTPL54vz90eAaSI6B0uwx5sHdlCWgs/z4RCX7dfq+wnn/TzgknibDPHlsfmnHF8FHvWtwaJsoxQ9iIXysKCaZvlHZmaAfZCn1lB0u3grYDYwSCoHdkgej6ymxyOdzPsTJgCylzY4CF6NTrG1DO7yKZh7iGb74UGEEVRSG4+B//79mVnZ67r3y9hnxBEU4X0hsmEHEEEig/3Fu/3ykYs2p9levoAdBeY7fytCeQQ6jnighv7K/gzl8JmvudpwjLKO2oWMIxeIJf4noRcQrKsQeQUAmB7mlYeGVaFTMEAdDWA6o1qCQg46UnvmIJ2J/eLNH54JItg5jA2Q5RRyDzQ5GPy7QOMDXwsczRHKOSMSWhXAAsOI18hozRbgZF/k43g889Sv8tjk52iwpMfvJ8jdkWPxL4F5pKqoi8JKZHyjU1YtEpoGzg5HRZAk4t46PrVPWE4r20fXCkjFcnoH61fcxhabKzfd9bQEkNKhajgt1JXZLhd8+txQiqAWRakFp9MJtRSWp1xe0NRDkNRRFrA0AmTUlFrQ+wZzsplMHBCWxfVxQ+8NNhp8tHhWBF4sg5NwwvuguPKtveDp/B6qilFDmDQyScwIdwJkxkwZEOBGAN1kxAmqVizrClXBMIV3AkZ9DLQ+YGMDQtzSzDJiAjBQmHyPjoosg6i14GndQYDebrj4dwwYi+OyCuR5xdTP0xrivILR2AGJXekEGuVlKQTNmwhtFq0UOl0XiAo+fPyIY7sxtiGvKGuA0mZzI/ewT9RuEWhZyLQcA2KGU2HZn5YyO4s4Qtz7dkMt7Mi2l8dhby3r/Z61CMDGFVmuWKJsRCdwFs7roVzD4WQ3TEFf0sT4+05B4s4uR7tnF50du2KtigGPJE3og1l0etHMwkYJlNuBUSoQjOmYmaXYddjbyPSzS0uHg4LYKj7BT9o7RSWpAt5ZXKmxn9WlYrWVZUc2pg3ubqi/JbfyYz8kOmRJkXDgKQjuabeDkVykw5UC59LHBMQFDDhUU6i5YBuC6zZwu3Zs1w2n8zM+vPsQ7JGcfz7n+H0GU1HxhFu/sLti24W0RYQdreCwZsHeFGQdL2MA+kRaycjUMSIBwmz/Uhdcbxv6IEOFJalk8OmJDObWGgVtncHc7XaB+0AdZyxrpa7QSuDTEHpjRQA3jO2GZJYABT10c5ZlgawrFEBrGy6X7+Fe4C6Qlwuenp9wOp8JUGnh99QKM8PLyyU6Do3Q32FKawGfW1fAlPZ5WIf3eK6ZkITDWtgj5z5cRKKsngGmuQCDLKnSB/XexKYMAJlGFcv6AWNsWEvHGARTVQpu2412XgDRgmVhuczoI8SGBaenZ8ANrd3IEuuD+4uxhLLA2bnzUF47A3NJa6rBbLfJ6s/ummNQSuCMEwCCPG3js+6H7mOl0OtWEagswGnB+fkJ29Zn96uiAqkFl08N6BU1khWlVKxTx4vd62zYFFNOJjAyIA19J5/3UqaPyYTivhbTnmV5twbrdqkVvXdsraP3Tp9bZYLYR+Co947WtgmS/BiOZK5z1GPvQc5NTHaR+d4cQ6N0jOCkw7Lt54zEMZPkksh/nlv9LrFRQmNIAiRFsLyKLlMeZIyB2/WG221Df9exHnT/fIxgKzcUd8igDwQ56PK4R2jhcBH88Fnw4f07LKcVHz5+xKdPF3z//fforaPUisvthm3bkFXch2ruuA+Z+y/JreHDHxM2A0lChPuARGUIgTFjN+RS4cVQNMrSry9ArUzSVDK/RZWxdkkqeSQw58UA1jn8WZpVVHFeTvj+5Ts8nU74X/6f/zMWKYAZCgQVgv/p//I/YtxusN4gEj6dk73FPX6gfai49oFihnOUNqMP9NEAFAJIWR4egH8COkfAkI9hzPWQcendPMwBnIsu1mhEsKk8dXj3HjsdzvJYDnf/jl0q5UvHffzm0zY8rlfP399dQ77fHt6XMfeBV2S7bfCYE7EU5zU4EIClHc7x5ePuGu7xpT/I8VXgkYaAFxfNmAtyp9cSEZ7OtSoG7P4kzjbAqoKBpN4DiIxDEYU6KADozLBn1ys+PznYKeoLlUQmFVE/f8+KSLaRRSZ3D37vJ/rdhHfWMFPINHSO9HHKx6WHj5Qdx0QpzBdp0h3VjPfqF5D4KfCWwM/RaE0DaPCvmBVH4CjvK+HMI6B0PI7i5fjCtea5DGCnnjm7fS6e34QvTPYRjoZk/64CwQiG0xFM01mfj1mkbRGsa9K+LYQvI2OfgpdkF4TmQ5Q0zFaqaTRibs17tKQA7i+ORP4fXif4tDsrZJxRg2IamUO5Zj7rfTyP53zLxGIGybU4hpdZkhkTa45r0YSD/Linz3E+GtRwBd94Snxrzut5D4f59GNxgv4px7JU1KIh2+KRBaMGSFVQvN3ZYaWsKwNua6E5FHodwyFK0fZSC0bvkFpYxiVAsw7rLTQSokNWa9iuN7h1+LLAKuemrASazI0t152BAUsbCHgm662WAmvJmAFyvjgcUldItLAdHuyjAQZpRWGhS5MCoqOzzf0Y1AICJDLUXDulNbQRHYBY7wCEuLdjB49UFOHXBfA/MCTWhREgADAZQrP0oyi27YKXz4qn8wdkAmJZVsyuQ2Ngff8ttC4oywo5nTGWJyyys43yc1KibCFKdCWoERZbMtcEN2Qyo2SCruKK1gfO65kgyaCGgEW5haXBzPLfo1YRBNCK4RKConxmNhJYKlNfAWkzzWEa7YaB6TC/PtIxChcs9ib3wYBINTYhBAMH8ezTZjhEUhw7QOwBWCerseIJrtQeGaPvbAgf2Jz5cwa3ydQL8MtGBMOINREAke0AYO5/OXdpH/kMkj/qoD6LwqmXMwbEqaNQnHtjj5JGwCfTsm9s8Y3zM0rZ0FpnIN8N7db/2Tbij3XIXDcZCDeO+wCDakdodMQc8F0onKViBquG/lxg5QkGxXDuj6UAp/MZS1kAEXTbsHrd14Y5SmY7ZgCGGR2Jl+hSttDeHOgHRVZ4GZF5phG0ER1SS0ENNlh3h6HBbYWNDrawVrx79w08QIzL5RNut46npxOD87ZhuxEAKlVgA7jeLuyC1T5h6Y5aBZ///gd8/OYjnt49k5E1DLd2w8v1Ba6Gb7/5CLtxHWkkA5coVylQDKnYGsFuAcvndKl4ebkAcNRtgdZsDc9EKdyBPuBiMCFrpQWgaYMt2umjxNyFogi7LVqUfIow4ZOBKRwslRtjdvD69N2G83Nlp1BVaDlhOQGGAus3QBwqFdXXKOUFO9dhZ5DZMPQtSv2rYFnoP/RuZES1jhYi4tapLTdNnBmOzT/cDBLi1nWyvUM+39OPjhJnCF5eLjh1BvdmzrLuDkANy7oAvqA1xegF4g3LumKpP4ONG8bYooSXc3FZygSjNYGssOtjDPRmGN0wJGy9siugusLSZ4rOYalZZ+4Y3VALmS9FC7DoIa7h81tLQQqOn84nDDO0FvITTsBMa0ERVguwLK9jRDlq/xGW1E7gKNkXM1aP5ESiI2VPGnuUMb86DswHicTmdBXv3NsogxZnEsa5z7h6MBY7ys/+HO9+/if4+PEDTuuKdrtibBvsdsXYbkBvKD5iTzcCGrL70Syr2hPDl7CP5/MJZVnwp3/+p9Ci+O77H6BVo3xxv9Q3gQ4cveioDPD9Nw4Hhu8kGQUUPdaNQqJbrZvBS4G6wa83jNqxLAPW6auJCEbZO6vZUvbAcI6rcK/3AHJE8PHDO/ybv/rX+Pf/2/839NaAWgvevX+PP/v5L3A6nbCNHiADWbwZdwIOMcHo1DrDYMlnljr76HDvO/tIHFiAjn2/zaQ0n8CxgA2H74n3HEG3oy8FAkh7uZfM37x+Gm/99Piiz9MegRyA/pAezvyYHL/DE+IevnTk/RxxsLuYPeMx3891JC7s89b2sZrg0T3ZwwMoyJcMQvbbw+U93u/v4/hK8EhnID47mgDwwsA9QZEZTPgblysTY6CSflA8RakpkSWkQV7D3p1DQuAxqV3Mquqhs4FYItyCaYccUUpWIpPLgcxOIiKYWVuZotnHueEH3SKZzJ3XRwAfmQEvAaQl2+n4zkSuBXT0sDvXj6eWcETsuGLexhVeHQYchFdjUuou0PylqXQsd8oAUtSReiZ34q7A3LDz2h7LvB7HaJ4+wcD4oOsErgFELfQDmMLP7uWOcdb9uuGgaKvO55ElITnujjQGB2AKwCGFdri3dEj8/rWH96R52LvL5e0ZTBEMEuyO+LxrvDGhXo8dr93nPUiwDVhIGYGy7IY4u9tMYOj4vCXudepkpfLK76B59Hs2QH/M43/5X/8z/q//7i/w4WkJgDrKpAonoll03SgFVQI09HQUuFF3dPR2ZathUWb6JcE246bk+4YyuqFtzFLCDaWwTAlaGHCFdpxKgSGeaWRvN9mitS3gwqBGKsvZkj9ODCJKExH/FgrljtAL0RKlKboD7e4MciRKYUcw5rrvZQkInRCLDoOSoIBlBnJfPz3ZPUrwq1iBGvVs3Djbnp/eQZXBrKAEENywPJ2B4Qx63Ngt6OmZwbKWECyvUOX/oixL1WBnyBG0N+o5ZIYsnYAEajkAzJh5JBNsCEZk+qQWliUDkNBEYXnsPo9oX3aGrYRGySxlmKL6e7vYtCAq+5jt6zVX5X7QxER2Smxmtm0weSLCq/TDfug2QiwdUCswv2JUtk0vqijOBE6f+jUpoBvPNEUmYw+d+2Q6hREUTmm2tNX5GV5hlP8Y2RBpT6c7Ge8RY0lPUYzRo9zGACMAWWqIaolOHRp3w1oW9E4AiZldxTY2lnf2H1+A9jXH3BkDjBs2mJEPRtYU3hdBOSukCqwYNt3QZaCIY4WiSmGW28iyq1pRqwJrzLn0rUSm1Ths5/TBDlhSkYJSTgBCVHY+T0FyVHi6YJ4MCtJXUYwIZCAaAIygNJb6qIeGEAQuBbWu8CdQA0gUABlJ7gSORpYpusH8B7R2xeiK1i8EONRQ1gWGgVu7YWtXSGFrb3azI6vbzLBzX4BaK8wDZDcCpOz4ZFhqZXmeEcRcTycmHgIsvSu7coS/DIo82wAwpv+kukQJogAwaCTLSsky0N23SBFmFWC4ARYAOQQmCpQK8RHakWSJuAPbNlCWDnfF6J0soGbI0tPsjGeDALYNh3WLn/cyHcnAHLvNNzE2ehgsx61asWqN90xuNksllxC7Dm2atCEjkzDChEO7dngXqJywrO+wLAvYUKCilADYYspJIFSzNMZzrQTbKZqqeIispJ8kQ8Fuf7v4r4Bd/CDGzxVDrQWlktmUcUEfG0QKSlnIiKwEUNd1oVj2tpdQe4AYozta6wy+G5mYD1XPf5TjdRixwyEJTsBzfyuQMAJMQNDfmJx9t5BsCJ9cuZckYvRW2A8HzBSiy/Q/IfRtDNHF3smOzsR67j6MIyKpEQLMZgYxCpazzNv2hEX43a7cL6j3dkLVLIcdTARp1FJjXvocigSFjrH5jEUoArSP392/QP8jgBbKTJRgWQVwoQWj3QCr1GMsBRaEhdT7EhHoKJGQlim/IaIYzgoaM4OsK96/e8Zf/uv/FrfLDX//X/8O1gfeffMN/tWf/gl+8c03uF6uc/9wi0wnZD5rijVHPGAW6/QQ2xxiHDKz/O6eMwLcxwlRfSEHJtcROMJ0ko+vZUL/qKr1lsLW/XO6D6lyVs/YPq/M5zfwEc3v2+8l3ZnUED5M8fm7N7/weFt7hHv4Wr97ffqEEwTn9xzn2hE4yuvINQEkuWT3a/NZORz/6T/+F3z/3ac3x+2fenwdeDSD77yofXMDEKuNN/I6Bs27TpE13DnWifqJKKBOJNYPoq7HhxfHvqCBN75wfoC6QSxlOAJMd296cJrmVR/u883OacevS/aU7iUIbJ+Y5QCHrwygLVHC468fTgrYgdI2r/JwHRIT6HGA5rZ4+MmzlAHxva+3kLuvn4ud55dDAJEDdPzKnVHzxVPGBUtsTH64nX1u5K1nFyB1nW/b9TYEbFcVzzTL1tJJ0Myg6ASu97l7HD9eD0tFDi+7sI44DeW85begsWm25t/5nTzvfSDjD4N0B/AdzyrH9x8huwSRstQgMhOyf1CmpXrjkFwDjn3QX02gnKpfAEx/2sd/+dULtjaA87IDR6rM5gNTbJrBL7vcqCoQZW7eNyTbg0Km4ZDGuiJFntlfKZJJsQicmHF3KNpgoF6irENUsZ7fY9uu02nyECf0CMbGGFjWJUAMm/YxrZgWhY8AGI3lADbocUuC/ZrBU36HwWUQrA5wAgB6Z0YjvGJAF4ztcmcK3eh033ITM0MpOb+wAxJpfETYMrzoZAgNF3RxLEUhKcAc4HVdFiQQTEHTMsuwZuODGAGPvYVZUep8UVcnhad5Z9l/AUBkVdOuDPTOMZ3Bg/C8PQSZ+b3xfWEfs0y5lEjVp+A1aOcIKvEzFteR+8TdkQBzaAfFDU3dOYDzLYWuzQi0lGh9rs45MUZjACjsmuVCgWRxaq9AlKB2CJbSrmU3mAiqxCEYYecPZeixr4Yn+eBJYQKMFokXsxFlHR5sYxpUs042XuhBAYe90Fjqw++osB5i2JYlCQS1ROK6apQp68Dm1HD6qR6iQFlCHkA1NOdsPhOVEn6GIMsMXGijGHR47K2k3Gsp0Zk0SoJCl4ssMAYgc91I/H9wSvZ/RqfCEOXmFpLAq0O8YHYHilIIVl0qeuc9pLZkLQW6ngAR3G4bRBxlWWE2IDYgZcFShQGeG4ArryASJ4JduLgI2Wa3q0GrobUrWltgOmA+qEdpHUtd0XsL4HnXCUytHhFBcWGXMmVJ6jDgctkCQNsTifvmTHCIS5vlnCxxUqzLglBOmX7qaFF+VaidR5tfMEsXtJIRNRNNu21PID8qriLQUtS6Ujh3FACDAPOdNqaH5lv6MgRQtFSE8Ni0rwnA11KpM+cj2GEb2nZBuS5YngpQwbLCGIYRyb48EnhOkWw2bQiGeLCxRrC7ipRp7nK+1tSby3I+LVMbi2y2A+QX9od485h6oWaWBCHuoSAwp7qD7AySFbWCe+7A1Fdi3J4aY5k8od85O39ZhHDpl8Z4ZGlvluz1SN5wL/myz/1/2PGm6y93f6VfLoc3c7dglp9dMjXeuieRucXLG+fHnYvpwWaF5DeEB+NkzpoIZDhG6xitw4aH3cnW9eG4ZTn9dLICOEqCQ8Q9wAJ36uuV242MbhWc3z2hgwLYA3tZ+xGymKVwgpB8CBbQY5Sfn5wNau45LnwtfIdYx6N3QG9Rg7ZAauU6LAK3Etq5Gs2A6CNSWJ9j0W1veCECeO+4vLzg228+oJaCWhd8/PgB7969417Q+4zlppNPRxYCh0VcMf0ot8kC36fOl9ks3C8O/kqO5UPs9SpWFDwAJnJ44/FgAuDuO31/Yn40nMhUXCbH7+OsI4xzfFZ7ku8QR8cfPM1+nuM032Pr47XtJJH9+u7HZ5qj4/o4fv7VXrwfhje+b74g+PzphdrOv8fj6wSzJ4tDaXyzw8ZRSX4am1cf/uJpjzeZWRmJDOhk6bjPms6M5Jm9kTnwFiUm+4kRG8qeQd2/M6dLaDZMh+eN68OOtn6pK5cAU7z0Trx4T8u+Yav373uEHo6DQ+CKCyknofhx4skMHuerx3/krQfamS1l/XGGH+4X/vqJ7XYmTMHcKw5//g4oQ2bM8jN0cmOMhGg4f0lAR8QnMzSBkgzCjqOnCR5Ndg5/pxLlaeCGhIORSc+Cb/U5jgBAJufR0DwYvXzlwCSbr08g9fCZu6HxN15Pw7b7pY+HH96fbKT8TRrandkmkAkC+MF4H+9G9k4H+6l2JyD//WB0fwSuz+/lSLHe1DLI7hos26J37uAmypLHwrIEY609VHE6n1FCCw7AZPslTuLIknADu5ixjGgI9Q+ycYsuCmiBCrCeFmZN2wjwIR3wOp17sgUe1nACXK6kQxsDhxSY1BLAS9KgjZk9QNCFtGOHYNheFjVGMBIk2IA4YYxPBKjCjpgbRqOAJcGtjqXqdPJ8GKwnOCuh31QBrfAoAemtoxBzmc7/dEIjwJUAjoqm7h6zcxJldh4deujsxHwNBtN0Bg77DVdNjGM4DwBbhEMZRFIrrUxR9AzKiiKEVW2OzZ3eWur2IJhKIvfUaPgUP47LmYvbZwnSLmKdiRYGnjrFjN0JJKmQJZfNjMWpuUQsgUwozLJDgKKisq9tDjwz5oOAAG3niLmSsyOcXiMzIZ10eIqGIjqh2V0g1VMomzMacDIE2tbQ2gZHaJ54AlgD3vtkc7bbNnULEUPVWkddlrD9glGCUXJPFv3JHZfhOGvqXuTmvnc4LMHoy4RJ3xo7jUqhXptkySSfzSI6S6pUC9k1g3CUzHLHyI4rMAvKU6xdaM9od5ZgIe9C/p6BmwMeHf3orJe5F5sZfLAzWV0qluUcmm9AXRrGaKhrhY2GYR2jV6gKTrWgjVtcjqBW6vZwTho0A/wCiA7UheLcY2zwbug20AeZnktRjN7gS51NSOZ8N2BRhXdgNK6NBKbZJjzcZY+1XpLlGFIKigCxndpLotBFULygY4PBJuhhAWwDgJQFGuLwbhQil7RphySnAMR5IjAwD0kHLahaqTGnDe4dbh2Gwe/0MlkPUF6fxrNTLwS/1aCloiwr1tDZMBuoMLQe5xuCfrtgqwXL6SlYZuykmBoClnMg7UImxUK7L4G/3gx9o9ZLrRVFqB0kkGCWBjAZxtos2Caa3dS418xg0QwmLKEdUWqcjHH+ZVHlkMFhMK8UEOPa0FNhl765F8SWfee4B6MIUYqohftd7w8JwohZnMkezq+Dz/5jcKASL8Du29//8t6AzpBG0tGl3eAekcmb8ES/dH93vspvvrweySp1dlHrtw47G2o0KhEpgNaIkdjJ0WxQ2xC2V33Ens7EBX2KFgyx4Y6npzM+fPMR5o7b9RaA+vH+0+f14zSAeI0GNIfBPIJGX4z7IqYLcN/NYRiQ3kApFjLmtBaIKaQM9GiopCPY1UWBwb8VQhvXe7DjDeMff43/cGv4+O03eDqd8OH9O3z88B61FGzbhtOyQKwjdQUJ3lHTUJH7tkypgmQd7YHBMcRMHeLfvOHOUbn77OM7BAlk7Uyc43vje+S+kcPr073xrxnz3oNee2x8OM/0FdPXOMa4/CM/8ThTHiOyPYRyHHGH1/d2P77p2+X18OU448NHHfJwDzn3fvtz+aceX91tbZbIuFITBKDzPS8yoIGwSPKGFdE5AYBsKTx1h8DXvNwHqe6YxoBzndeROkuppWAJHMzPxUY7BrIbC3f/+L2lBkOAEhNajvs9ggnhfEsprx7Hfk0lgrq8RY7OkRY9ATDsW9ndOL2Bft4xZRxfwrCQLJE5F2WfqHORPCyUxyOFz+XgXNHg3Q3N8XL3e/H7137TsW9C+8WKRCZfBDIs6tSzBI/vVFFSkXMskPMmwcTdaCPm4iwni8efINT93UgQSfjaiKR3gph5lQ83Mb8bwGRKufsbY/V6UNKoPJxy//3jRzJQA7MkFjXjBjqHUmSW98wxMJvCuYiM0X7tIUx+GLGccRbfl0DuSPAW/ua6/ikes0OMRBvk2LuGpVNeQryUgZoNMklssgEJFpQodav1RMaaOUwtHHljAA6KHfJLHKWuwGgQqWEzCkQLoIA1w7Ku8OxcpQqtFboszJqHRkcCNxm4a2SMt94AKOn1qnNNQ+pk7ogoMDrGRqHP0QdOpxNElIFJzqEQnGezH5awOhj4+0gnLTJ9A+jO1uCjeQDq7MwotkLGAFCgskCdQajbgEYnEQl9sDGSaZPr+UDVnuBXZDwlPFinqKyl7ZIC90Zh3GQimrL8R3JdYzorWZbHoHFBqRKaawjqO8vu5vMfiAw2M9SpdTfm+3Ozl1lWKhLCtRaJl0PXRyCdcF7bCKFsC9YRmbq0KyU+t9YzywiCuu+HegiZJTC7LoKNgZKaEloAJVMEiFUf30FRa5ayOPWFWUK2x1Ux/xHjht028C2zM0s67cMaRyMYCGTzEbiVISHA7ARlnQwN6z1YJYrr9QrbTRfcgd4a6nIoe0g6hrFd/E/1+M8/3PC8nlBWanCIGZkgyrHEZA/GXuMsYTQ16GCXoyF8higF51w7oihaUcuCZm36BgJBC2HjUYGzl+hIGlmbzG3GP1mlFaC7atg2ResbAMC6hY0hMcCh076SMVinr6R1wVkUZhVeHL0ZBcJDuwwKeB8QBcWtUVAXQXZZE2EjjFI0xH0HAEMfG3yjZlA3A+I9CXSqCKwb+rVDogxLakVvHVtnaZFqwem8op4JNg3rsSeHPMGh4+30j9JpDMCmqABKge4RC4jSjANmwbSf4FB0sZMSLNC0gRQmrlVxs06+tRSgRLJAw0aiAIMabiYCqLNeRIGiFSLsggkHNfE6ICv3n7oW1KXCTwusrbhdP0OMewO7fvr01VVl6rDsbCXcaYpO8N6dTJ70372yRO4OCN5F9pMVi0gGmJHxSRFtnfb6qEM0MMIPNPSWzyiy/d3RR8e13+JJHUAej/gDnKNFZz9o/hl6L6WygoAhgEfZnAIaQXunVlwyYNnSPhlzucaykiKjgj/+IZEAUWBWVuzYx4x8MPfhABtkvryjT+IKxzjs17Qdr6gEb8QQv+lgd8KGtt3QWkNdV8Arhq8YIgEaCSzKWVf0PRES8Z+HHEBDQykVZo7tdqNdEOD5+R2enp7w6YdP6GPsCWyRXevpToVYZifD/aYkIY/5Poff3azEeXb3Od4vytJXV9hoYOEe4x9x5XcBkBrJqbEzgPVjmUy+Pjputxuu3/+ArXX8+X/zF/jZt9/gZ99+i/PpDIkStPW0YjSuDfiAZ9XMHYeFPoyFPzPhknx+j9jH73JEyCe/8QN+AOr2N7rs2mR333sXJB2BIZlVAIgY+g4Eit8M7JzzjJtnzPwYgM3z4WBjjuvk/j0WjtIRd3s43X4ljjffdw8cvf7dIxaQ1myO4O/8cL7u+CrvymMzVAk6XdSEz9+HyKYEoPObjhSMK+FUZ9Bv5uy6c2AzpbbCzLCWMHayz2IPJ9sjY56fP5YD7RM/u86wpXOKCpsPWNSCJwDGr5DDtXyp4jKBsAA3ZsbFkNyPiZUECAXs29isP/X9PRYO+WPZ1B/ykAiq4BZaTyHSa78ZMPitwNHR7v6Oh0d7Wj5nzrkCYflDlDx26/OZ0/lK3QAyPODgRqJgpk9D46B3iFLfIDcKOknRKtv2MT8KiNsYUx8inYT5WYQjW1lGMoVx3e86Bx6f6XGwjqKC+3sie3YYR84jDijBNn5PApgUtI1n6Hb3fX50nP6pxwwUf/rH1jq2baA6Nyd0g5igjc6ua0yZY4yBui7w6vC2a0W5DbTthuul4OndMwoKyCgByzuiq2TrG2DsOEWmIwMTF1B3YgLhBKa3ccPT8gTDBukGkYKlnrCsZ+q76MIOOgA3VJMJalh3WHM6xlgAoU5KXQAbnW2RS8W6FNRFAdxw3W5YyjK7OtHWR0mkYmaepmhzzie3Q2lnbJjDsZYThcKTch2OJO1ugLQiMBi6GbuBHI7hBlegrgsuLzcYXrCe3yFLIBABWdECxRJAJ3ZbqWWCPsCjs2owJyOxlIpJyZ5rngBb3jwZtmRxzPt0gDBi7IVCW94tGRz8JlVq0UAKig64C1yV5cN3YxpHAGfUxBrTBngYI60BGjbFUpZg6r5ei+5ZmpQ0eba9ViwI2kh0S/HZ1MJT28CpzYIMlBwhSIsoxYsxjeBB7gK91JbqUGUAnoFiXAbcGlob7JoEmULZuc4M0bmoN3jrGLGPf/7MsiUIJmukt4HzydG8kUXXKA4vKDgtP+12a6LJLAKO4BBQgXp43R0FiLFTqFFkvAKodZ26OgSfCLTkvkrb4fASor7bgC2AnAvOyjbynMOFAIsB195QOjsKskxiTOdEpmJ+6ObEXOkB1JbCkrU+DP16xVILTtV2bQ8xwAvstMK9oW2OLUAtlQJdASmOIo52Y3t3je6BqoJaFZ8+vQBhWwaoNaSl4P27Z8jgWF1/+IztckXVMlk4YgO3G9kv3hrnbj3BRsWysnR1KWf6wIqZfJqAgtgsNRFwbEyMJVkZizqxnNQ90SiRm+VzPlCc93drWzAkQqT5fMLz8xm3zx3JDHMP5ioUqiugFaYs4ZHS4dKoF1Q7xAzWyPaxYWi+RRk0A9yqSiC6sFxPYLB2jY5sYIBZjmy4AJEkGBBFgK2HS86OiLtPzqSVO7BtjeW/nuxWR+/HPWQHqG63DTnRex+QwU6jtVYsWNEa2Yz02wjutLYd/BP68n0M3G7XmTSc+m3hlI+ZRM7kmsxgzswgIxJCYbf5IQFaMJ2iG97s6Bz3AFGcVoJht43Pk2vmj19S67FPST105nXHrkjF+EoO+EeyjfcudbsLy9stoPL1scwnvzBP9HWBzBiDgMj1gm074/m0oFTFCJa4CvfUBCaunUw2VYOGRiPLnwH4C0yeAdDPst5wuVzhULIhTyvGtmFq+R2OPdGESBBzX8eMfRw2k10JGsoEGXDoSjfMoGGDxTsB+divSy30FX0wBhuCIoDUlV0QJZqVRID6w6cf4GPMuXppDZ/bwLKe8Df/+W/w7/7d/wnLUvF0XnFaVozWcHl5wRJd3BwVIgNCcQL6OWNnf9vUGU4bf0CP7saIjG8AD/KxAbZM5OjLU+AuxPSHfwYjcp4rTuOZScJvi28ySpsnPFxrYgWYz2jG6vtfhzMdJv68P/4/JBlOOBDa/fCO+/N5+GHAXo4/7zH8ZvjrEPoRODqCWPPK/oBx2leBR1mKw6AJM4AAgIy0mTGlc3ovmB0TTajLMlonCJRdyZAirXFh9cDuiWxE/jJBmFmKJhHE2J69yM5rOXip75FC2czcOoYqiuk8F9+fWTOJBmtZLhaO9G8ZI2aoLGtfXr1nXvvhMxxaZkFgeW8JHuQQ+65FAZmn3us75fjX/fkLO5WNsdeuChDUa96RCjPk7iXACJlgkpnulOTcIA3BYkgi8QEUmfelc6zvFqP5fI8dgD2AC25uwu5wYfvaYWzozEynRRIkxLzBmni4TYck7wECKAo7MEyU5fEp0gDt09lmljsHNR08FdnF1YBXmZVjq8b9tS8s4gfQ+vjMpjHOjIbnd+1m5FiiJ1E2A5HYTHwGsnvQe5zAkcU7BqkRHNr8vld3Mk3gvwQA6X/+3/4W//1/+w3+zZ9+wDoMwwq00vEfHahVZwvopRQ0GzNwoGxMQV3ZKt6GoYPUec3/tcKlQ7CylEdkrqWiAvWBgVwfKShN4NahWJczcCIrScuCWmpsNgAsRGdV4L5AYSi2oPkL6qpotyusN5CRpng6L+jbAi1kyIgKrA9cr1e01iEnRemdAJIIzLdIBABAMIFGMI9sz6Yo1rAdsayEm2EJXZESneIMPsGcYQNiDUUqFix42a5Y1wq/DYxxQakLaj3h1q4EbiDMaQr/7aBt0VIhpUIa4KnN88a0dBCsq6XgyHSl3Ym8f2ZKJdcYRT/pECDArJWBjmXvNpbMuHe0DlDoVsBFFiWxoS8zrAFuj0udm77tAI7ZQK0LRFb00cjwEgrNpu6gBNOthAOZ4uwzsyYgIAlmZdnZVDHQp502NYgaBA0D7IIlmRV3stL2i0yAaG+Woap4ebncCTcDu37M6J1MDcuSpl2Hot1u8ADuR+gjZfLEjJ+11qHu0TmpY7tsuLN7Sr/g17/+Dk/nJ4JfY7y55/5kD0+Wyl7CWRZ2AiNTgh7k0A4LII5VmCztWJYFSz2R0RJC7q0NbNsVtSxYlwXt1nG93tCj3fh2I7g3np9wWk64bo0gnzIpsrWOE0p0KMSeRFEG2FLolA3HZMrl1mPbgCkbmKgWbG0QVLUQZC8GFEGptG22DdjYMGxDsvbgjtYbRiN41IcBW0MprP9dxXBrG24dWNYzzjW0csbA5XoBzLGcV8AELmSWFlWIKfrWsfWG1hoMBVBDH4ZiZEMta4317ujOTH/FwrI4CXUh4XozI3PIFeht2/0urQRMlY1VtnbD1jYyg1TQ2g2t3QIwqtMvtdHw+dLh1w2+VHSvbEagwhgWgiHUQoGzDK8NioyXsqIUh5WKvm2wQWZqAskqoSWTwIEqrCisE1QaINMiWUF9KAQd66lgqYDqQG83lPrMaTv3C5Y+qykGADOWqab2T9qzNyZ+lFTzfSWZsuB9Th9ThYyf2I9sOLYAlDKhmKzW0+nE+d16JA4oeL2zgBrMChL5t9wGusO8g0xJQEhbJdsDbWfQqc4GPh6/P65j3tWhgcKP5EhW8u4RC1mCeMv/ixglfG5N3yWlMJwMXepU0Q7cxSeS8cke8Isk4ILAqx78aRha33C5XXHbbnBQSL0vDWMIpCoqCrwLxjGYPgTu9GUDwEZDrQ4IWYjjsuG6veD9+/f4+c++wa9/+ISXz59/67jlfPRItCN0E+kX5NpK+yfBVgv2ntNfmbxqy+5lHTAlkBQJRV1WtNuGYh5MKZ1lsynWb51A+dCK9fkdfvHhA37+i5/h3buPeHo64Xq5oV2vsG3DaV3x7nRiWW9481MaAGRHm7NRQK6r+QinQLjRJ4DNGDHf4QksfenwL/82III5F+728gAy797PoPIAT+n+k2P6aAmtfOl7Zz+4xBb2kx9mo99/n2PiHnDAxKPL3z7nNN9/AJooYeFzrjPkT/xhH8sjh2r/Oj9o3R2G6XB3x+f1hzz+SbzuROcyYztrp3PZH4ynlnIwHpj1jq13LFJRKg7BvmP4gJhQlE72kiBmC0LPII2CGbo7vDMzsyxLXN/O2mCAUdA6HWHNTGk8RFVBKQUmBIySsZTJ7Qkcue8UtBAlY0AQ2dLBRaS6YATdMFYVic0i8N7RB6epRmblONGPGWQHA6zROlLqPSm7cphgX3WIRMvXnJhvnEN0ggn5GebGDwwzYALPbyLI8tbLR0pnfM0sQXjYLnKeuIQTguhYlr9WGmuNEsh8XfdVNRe3hNioO3ZBPwehfIXJfmWOlP3kkV0Dj/TsOQaHje+tkbxrX+qHcx1vk7B5vOX1s+Dbc0vfryw/x7URm3mOY/zfw3G5A47yO77w3KbRw/7WvNc358q/gMMBlqKNASvKAHuw+4+kDpLIBFSyTEJrmWBdDa0js4HuA0UJKs2uElIhYtEhTAkembHjETxcdkwBQ3fHWhYYDFWB9LjmHCzL1IVAOOBaKkoG/gKUjU5xlxvcOpIGTBCd+jXeDdvWcLtuGDawnFa2lx4GLYpFl/073SH2BPEn1CL45kNF2zZcr1dMxpyTiQWnFoUslRBK2FwtEQQZwa+AZagD0h2jYBdALhEs6AIIyxBIn2aHQU92KEp4+T7tgKrMlrtitOWl1NBmGYfuIDIBCw5afIkH89UKy38SaA921FIZECGeGZLhCK7jDKZZAlFgkX08srOA3Ya02y03gBlQOVjetzswsSeFLSqVfJ1c+6R053n5CYXCQvBaISw/8+zWsjtIw8e07iwvGVMrzdwJUDkO2h0RGNvG0oAwwSI7Y3j0hn67Rbe3HazL1uM2DEMGbXt271OKFFc5QURwccftesViYPe93gKY4j5WC0V7VZZ53tHZwdXQcCeo+xM8eu9IlSiCm7EXDscQtiwfwgScd8G4XbCsjmoAO+jc8IMDz8Nwej7zuXtD2zra1nE6GcuUHBiNvtK6nIC14Pn5Gaf1hNb7LBFNfZ9SHWr3rqODa6f3TtIaPeS7fSbyjcgkWFGgKoFPdhBjIGaDQsqQCheWgfahULfdJ4PCRFGlolvDrRl0kBEEBAvLgDGuWNYFp6czTrUConhpFyznE8QJ7te6BHvBId2BAARUKlQLbHRsTXAuBbUsYcMHJJiI1H5ysINblNRG7DiihXgm7oYblmVFKQVuQO9t7q02yHAZvZIRaoZSWUqlUmAObNuGrV1QyjuirGFbxR3dDuUwTh96dIc4i1GqgiXqYlAdXD9FYZXAsPhAMqZL2EeBAKc/hWolS3QYFGesooA52q1RK2pdUeuC1q5YyhPEoww8QILrdkXbOra2TfZ2CRZTKbHn2oh4MRoKmEcps6DWih52Ixn9DMh9vmbJonLEZwpEQhMHjhqsuLTA2aDCQ1tTdcXp5GhbVgBE8s0GWXejE9TMoD4YWB6xiIU2zHCb1zQGu+t1s8n4MrMfhz81s4P7It098aODKNOnn0lf7CXftA2RWA6Q5NGHfDx+UyDPN4RfvDyhlor3z2f8/ON7/OzjB5yWBZdPnzBuG9Rs32v6Fv44kIxenyXf1PATpV5la5zf6RabC67XKz4+PeFf/ewjPi8V//CPv8bLywXP75+hdQH6lfsj9uDd05f2HJVkruUvkvSw60DxMz4HQKK0kY11lKWfUWZrUdLqQlsyzAkehebR6AbUHj5OwdPTM959/Ihvv/0ZPrz7AFdlJ0sRSKE/RukVYckaEN0EHaM33G433C4vuLUbxoVrFQ9EiIz99pmwP+w5Lg9Pe7gfdHof4cHj4a8mxnEu7RDM3bfO63pcV6/eFcBKMoOyMUQyfPff3cfitj+su2txYHbSzihpXu+MpXbQCcBereUAQosz3895wO873smM/gR4hMHeroWSOIfg7kS/x+OrwCMLg43EpMOZMHMgNp7ZxWfQKSx+yJZmkJ6Gdlg4lT4XoIjclQztxkkAKVFsnw9S7gLzZBXx2NksFFaMIX4FVMi8lYgQjj8czoZ9MgAEJSJQkANaMhfW3MR3A51GzeHRoeD+O15F9b6Py/E9/sYnf9ej1BrlCU7Hf66m/Qb2MgnS24+lf8Bx/fymK0jW0sOrCRRCgsHAMOfx8NDwgEjoPFDDoYCASRCL5ycFGcRl5jlGyAFk1zVlmSXZSvN2d0MSi5jXrBEgJtfn8JwTGXafYsaOOeMON3F4xQ9zGgcnb06dPUMzMzPx7yObK1kD86eHAZb5mZxrONzYfAivx/s4AHfnup+PCUJNdPxH4AP9c4/J0LIUJY6g4DBk7tFWeFgwinaAw5wtYwk4eWxIzpKgFOJHCR2ZdDwVrVEwm2VocihRYRZeC8vNJAyUagFK6h3Vw7Oh1gUzrOfQwKItrFIiy0zh5GZsY05g3bFdGUxm6aMNtl8uAKQbPn++4P37b7Guzxi9wI2ldevyCyzl+9BUInukN7az9qEBBATufQBefYQTFeZvZ+8RBEpKfBGW5pTqkMIsuTnZR7MYaXpjWQ6jMeZhl8WhtcJtkOkFBoulOqyPuclLXqMLLPeiEOWcDz/3DU1rgJgniDIEmedJ4KhoZRIknQSjjsGcd8YEywTV4494OyCh4yFyB4xzL3TqrSRoh0Fbnc4chePCYfPQtii7o5GgtxNwmRqAhzU+NUtMdsp92JTHtZLj6CCg30aDKPWLqClGEHGMvTyFDLtkMvFeU8tL8rvM0TrL+FrrFBLNkvR8FkJgyTy7ITUKn9pPGzz6209XfLtWPFfamVoLpA90VaBT18hEQ8fCoYVAkA+yysYw6DBcLzc4BLUsM3B/Oj9Nv2SpC4oUXK8NwyzA0Z2RMLsNEt9BLQKYRCn27hu4W4CFANzTtbr3jaaJC5urim2cUPSK7oPzYFDgum1X3II9uTi7R+4gY4GUEwPyONdwJ6DTN/qpEmtzKKpZlPkOZLc3/h/zLa4JwD4Pa4UuJfxbD10lMjHN6W8udUGNcl+ClbECRABwr6CAc5/lH621YKXEyk/bEvfgShaQi7CMLEAKDRHombQ1B8QgptBB3Z/QcwBwaAcvQiBr/kixdUUFVDFKJERtDaC7sQSvNri9oJYVosp9Y2tofWDpnWXcmGYhDMBetsWEK0GhHnosKcqeZbB70Ma1ngLwFkAigp1FVo8HoysDWa6JtIFmDlVDQ0oZJEtGsYiioMQ+y86j3FeZFCrgc2InrwzPbJapJWgy+oi26eUu/qANO64F2tA+Ihk+fJ9HoF/wxz6mH/4GiMSf9oV7jHHmi/k71YgLufuo7EH0Py3Jff9vTxafjfDJGZsw/OQekN9Hm899aTi7c86OnaVgr1DJrohMAJobttuG6+WK89MTnp7O+PjNR0hRgpY+MAwwox+21AVobYaLqdIjfqQAyB6+yWG8754B749sX9vjvdRNdcCE4JGnjdMCdyYBWx/w0XFaVyznM56fnvDu6QnndUERCmkzARDECIRdlwROMyjhVdsYaK2h3zp85DoT+kJid3GMzOvfn9nxad9FE36Mbv0LgMf+6O/O4/e/P573bbDo/qdpBqcLs3+aF7WzhfLNM94K/OLVd834av8Oenf7Ce5/m3/53Q35NKDzh3jm93dxH5m9FcvxHrKZwpEE8J/+w/8P2+3322kN+FrNIyP1PVug+1wc0YkjhCdE6JRq0AL3zglAKrdLOKdqFsH9IZoGZvAFSfQVMzLOYHsiKEctikOwe0eH/D0eszROkj0UVLnYQDkf06k+TPNwsNKo5nl2IyvYu2cBO4g1z3A/aWR/XVzwu9zqbM8dGXie8n4J7gspQpGH2ZtfNWtfH1b8W3vM/CB8twBxv7x1vTvHMciat3sQyM0gzUI8m+ARg0ef3dvyfuagzaAy54YEwDSX+b5+3zxy3k8j8ADE3AM9+3jSR0xegk/nNt/8CLTtAFJe126dj05uGo27y5C9zHLe22657wAhP1zkbsMMj5OJt+B3n/mXABzlwWApdQ/oLHrS0y2yoj2CX3Ggce6wS1s4/e4QbBA5zY2Z+zLHMsloybSjnoiEfs+eweHSEAYvWUUvwmy4FiS7KO1vJvlNHdULqi4Y6kBl1spCk0alY4xbAPctHBqgnip1Lbzva8IcOgq6k55cygleWGevpaKuZ6i1ycjqndocY/Spk0I9u8N6PzjVCPZLDAiKLrEyqDtBllZBWQxSKhC6Q9SH0hnc0uEfs9tdVUASQAptl9SooJmJ8l0ALCHbmabI/cLDWUoGwfy9T4AkRNQYMPfB8pGSJRI1AG4LkXFhWcnY16EgsG4BGzDYLh5rvgcrOSNyGu25jdiDXGDBQpn7TdpWgKVFmt+ZLMx9/3GnVsgMIPI5If+NVx5bzsfd+Oe5AElYX3jdwwb6YGcbDfB+AkeTVJnAmsMHS6Oy0xxArZPWWMYGAbRKtKkn+6wA2BI8MpY0bbfGBMlP+PjcOk4AVvforKaoGkBRZNHZPpols3XhvEvGA7pC64AiyvmMz61I2UGNMeBRbkb7xYBq9IEWZbfZZawfy65SrBsIxpCQtDfL0YEM6mAeGjqpEZj7CDs9mgvOkrpj7Mg22sB2bRg3zk0HYN0BZ+t1xu7hCYpCQlx62MDYGpsNQCBuUc4ezQ6GYTmfUMuCutTpD7kDvRNwAyI5EGWuxo+Hf8nv2wmHBClqqRDpDHCN70+7k+CDIx37gYERgHeWivFZkrlp1LdKM1QofA8JkDj2J9NA84KBxE6yux9oYQNLrfDGsldRh9SV+kie7GRqw7BsDYAvEDUUGVAUlEI/d4wRa5Hgl8gJd1Fj+g/mcBhGdJbrnXtClmvN/SzmgMV8pQ3JpCP33ZxnWgrUdu1IJp4NiLnIII9nN0eIZgcTLPZOcYNIm2XU9+K7wc2VEs9179BsoT8jYkhGKBPVwbIc9zIL6fCN3tDbBkEwfccIlgnuuiX/cY808Pexxr4PvnJx75Obr061xzACitA/hHZ3/vZvvbpYD703bG3Dtm0YZ64dlg8e/CeRSA7jALKO+Uymb58l9+kPO5/vGAPXyxWlLFhOK969e0brHT/88CnKhjWaTjhqMYh37No7kdAQUFs1wwMlyYAgMQHjt26dMhzJYotBTiAqBPAHBqtlimMEeDSihF7PJzydT3g+P+G8LCz3bhtcWNa7VoEU6jPNssn4Do5zJlDJ3vNh88p2pyWv/Qj+5M0E48r3W9zj2v1tR6/m7Qcu0y/d35nzaY9D3pQGefNnv/udI+PD/T28JZ9fuseA8W0J5OHw+qs4LM59/MnnB/Ybir1sb5K9//6Y7PfDGju4XvN06WMlAkNW/uF02P/47lff/0FKZb+6bM3nqngwNMf3xK+z004CLbAMxHaB49/0TWOw1EiKztKhw5ciyym44FLgOYCcfO9v/Z4vff30lO++E86gr4DZKSi7gbmmcfI5QY7gkYRYoB0mUVzefOAEauTu6+6+/8HoHsv9XF4/h7cOEaUjl2VUdyvO53dwgj/CSschkTm2ySjLyTwNs2DvVHAwAQJhi8vYbI7j8XA1yAwWg619MR1LtHIgU8R9jts0BsfFzotLwdXj2n78/63j7uXD9RxNyAy+Xv3u4Uz3U+Fw2v3e5jRM5/Xw/nRG08BNt/xuntzP4zsWyG5h7oJJSyd5Gi/H3SbwhbH5qR6Z9Rxm0E5hRQHgxoCDmjNbCEwaBvoUx6zrGpR6I2sFN5Y6RIBBAdncGBg0I0ocEKKpUjKAYfDEuR4aCojnIMx2TlvqQLJMSHM1dBDMEijYIruyCxhk6s5kidkI1qEWxbsPz7jeLjDf9Y5C0Roa2nPs5lcomLos0GVBHSxry25gRReodjIEI+hJNogDDCKRAWr+T6ZKLUtsEcluJYBEkfAejljBuq4oNTSEuqGVAXUKyApCX0npMBVV2OiYWdMHH5mxliNtEkEsZSwW+42qssR17nu+7znOOTOC/q3R7VCEe1A3ljdL4XP2rrAe+X/ZAZAE3bLUYQfZdkclPpJ/zHlwXLN32FFaZkF0zQr7Ick4wmRsGMhQmSAZskxvv22XtB0pfB5C47Pezen0KsdURbGNyBg/3pczuGS5CD87A8ne2SnKmGEtWmCgyK84y/XWZTk0OggxXgdGtwhWLUqdfk8G4o94ZDmOyOH5ThssU1ctg70MwOEMaHsfWEMaYIyB03qCQtBvLQJ6h3vDANdvXZZgzFGo+rQEsyPG2I0AnpRknO/7RjIvJqgDibmJmFsaE8nmvcE6hgEdPT7jGN3Qbx1jG5BOvcPWN5bfigVJLnL9taAKIuAh08DMUWqNsqIUc+Y9vVxv+GY9x/zOQIVMl9bZsQgAUreuagFqhYV2l40sZ0awDMjIQiVLyCUArBh7F7IlZhIhfZEoS5l2PhNjKnMc3RxdO3QAexMwBuNuHRYCL96pYzagNE8ZmTigdcFSV3RrgA1a36WiyAJHsA47m0Mw+Ovw4hMYXGSJMq2dUSEpn3Bkz8e8NHdYsIMSOOp9zI7GKgokacfJ1gUwwSNubXvDnQQCqA8lKCjACAaQHPwWi+6nIsECiyRGSaCHz8pGFoQEc8WAbApAP1ORqrVpV6m91CF6ZI5SD4+sFXbhG1Hi5gGGt7ZhtC0w8B2Qz0Txj+K4uxR5+xfxzz3+ctzFYvMNcZbcY12mmuMx0D76tMBDTPMwLuYdYoLRCRzdtls0M6F0wIh9K7/U72IamXuaQ0L3TaJz2RRZOTxn4Ha9oS4rtFbUUrAuC0qtwSghC9FHBxrZnOkLFHUc5SPIDOI8gwhLQjPKkwwlX0XOEXPFRgoAbtQvjWQUdZrAWBoZ2wjWWvH0dMb5vNJe3ja01lDWE8/hBZmANnf4GKGGwjI+D2B4dNrPWCGHcDSdgMMDTLs+f0yHYQ8TdnDtOFe+fLyOX3AXT0EQDT1++/F4rljV87fznIcA7Agc7Z+z/Tx3f/PfGeMeXMs50e/udvpA+8XJfN8xlsMc7sOVvX2Dkr7cwfe7H7o/2PF1zKO7fx0mOBCLdA83kw44uxogBVNBNHku+OMp9NVrHB+fHYqOnvTkPZlP1NkPtN0sd/tdxy8dirQ/Fk9wlhOFgbTocoRAlWUag3iAUcaQRonhXD7YmJD+xoPNCTN/cc+cmsBd2OpduPlrtqJ9Sef95LeZA2q74Ojxz/kFaTDmv+PXCeTFeyUM047yHlhGAAPcYwnHw2DsQRE/rn74Hr5hH6OIdBQyqdkU8CTzzXpHdovL65LpgibNOg3HYSObwVQYCQCTPfVwLXnfhxvY//ZX0/rubTNrnxv0ATxiyeWuG3KcN0eB3HR2joHn3ZHPLBgfWR56Z2iQLbq/fPwBbdEf7TAH+mDZ7eiKshCEKTGewx3SGlyAd++fo+482Ehj7EKxAFyz06KhD0AkneNgqTi7aEGEDM4q81lkdwtBOOvBpEslap9OOx2guUOHIz8GcHV2jhsmoL4NKCjvguEnPH+zovctyggaRm9QKVGawvp3lnIs0PoEgGKp1NiSKQROAKhAi8Bah4fOkWqBlgoWSVSI9wA2QtBZBDXBo7k3FFQQECrF0buhdxAoWE94Lyz5Yzvplewj4fdYPEC2aw67FqUQI2zkBNziL2o/J6AXL2rYhMg8a6HwtUYXocka9ewgFGWO3TGaYjSH1xS7bpMpAoBMChuQZYGYz/0h/89SH5ofP5iOPUv4qLlm5jOg5DTNa6NRzj2MDM3I1sOnFpoLmQ2z7LYAMowOrQBQoBibW5gbYCEqLD7L9HTuV7yOY/mdWZ9BUiYpPEvH4ShCTRePUp4sLTfr1AzRCl2fcdIVqxW0z1c8vTvH/No1mxSCbo7n53e4Xm/YGgWCT6tDZMNP/ciuXAmQmQHWDbY4agBHWhQqBS+fLzidTzg/Vyx1RVkX2o3Qv1EHrNkUV7bBRJ51lo89vVtxOp3J+ABw2zqudkMpBXU9odQSZQ3sIqYt9m3LvXrEPhsk4F2GNKtUuecbAxgthlUocLxZD9FqpzbO1qL9+cCwhrZtKMVRymEPFMG6VmhZ0K1A2waBQ/1E1tBywnJeoWGfL7cbfvjhE/ownE5rrE9qsWUL9W4DYzhOp4qyVCzLAhOB6oJyquxI1whUuNnsPta2EaVzZHASuGtwdLA7m0yfBAIUj9K5mM8ltH8ggtvlihYlcGNQn4UdjoPN6g60C22er4AQ/LWjNpUqXAWiC0qvtP9RJkpNuSMYRKHvFDdXkEVpcCwg8NRD/Fu1oFaZLcNtEDTmlhhgtNjUHxsByLXWAtghWJbdyQBMO5HaZ6sWlCW6dAK4Xm+xT+gERHndtG0uO3g+we8ZAxwSceboIaZNg8d5MSzZBZgOjoe9smGxH3UARpsrBNrMQg+sVGztgt7Gne0WEShKMC8PAazvidA/5pGJmxKJF2D37zwC0zcT0lH+lEl62qbdM2RUhAlsZJyQSeBZ8XBk10q6pg/xn5GtM0ZHaxvtwhhY1kKQUHt643ClDhpDwGSSKaAByrQsedUZxM/ES3zztm3wHz7BzPHu/Tt8eP8BqoLvvv+BHPC1kllk/e467QgiCFk+9+wyxR4vP/YE48RzByTj6hDh9mCLspw+Ej9jMG4RgpfLUnE6n3BaF1RhE5TWOlyAs5bQHSabMWPmYRaJQZbO99bQbje0rc2GRSoecavkY5+syvQ798mS79vjspn4ktQPBgxyN1deHwd45zEmjD/84cX59A7A1vGz93H3w+v59wzgeb55FTl344sfgaP9ih0wQFPwK9475iPfSRCYn8P80gSOcmIcTNHdTedcn79xYKRY/fE88xr/cHbm68CjMSjEOMvWdsc2g5rsrpPHnjXzXSgq3rdT3/djZ0X4bvizm1c405MeGu9PQeSkl039o8O5fqfjAc+aD+L4e987QMhgEOjTEBm1RvwOVsNjOd0EDA7oi7uTpnz8OskOJwEKxIcduGsf/zXwYrbPnZ+Q3Vy7+6ys4O1mdgnIjBcfddZByL5o57n8ccgOeMsDgCSHjPhvhCUmWXjebnDScpfbrwkMHpltJyuidcPonSUltZKdMA3fXgIDcQZVTvQ/nZccrwzxjh1CXoE3x6veo6o3N+G5ec0AUeeYSWwMAChwJ/t8PLIS7sbO3zAV6URxYCZApfIFnabfcByZdP+Sjn//y8/4/trwP/z5B2B0jAGUk1Lw2TWyiQPdDefzCXUpWJYTlvWEslQ6pd5h3oEGFB3R/hnY2sH+uUXXFrL+anY1i1K4bC0tiE7c3gmAIOeExTN0iNSdvceQCaelMPDuV3y+bYACy1KxnKkNcrm+4Ik9l/OM0wbX9QmqiHtbUcoCGGvrZZ/8tHcm6N2mpgxbaQMs9yhYF/7bxYFSSDQYoA0BOyYWeIBIFKatq2K7cqxPpzODX10AFSyu6D6gZcGynoJ+HToLg8DHsEGBaFeYAlY4bkMVUMPeYS3Wzp2zwOtFMjgOnp11g6BiPa3sHNY6bGN7bHeFomCpRu0B39kXdAQZqPlhXQ4b8D4o9JwlGH1gdLvb247JB+TTCqbOdFpshJsTui8Btquw0xUvghoUKuzMosIGFirOcjoVWA+wJ7q/eChgT6cIBxOPvUOSi0KUZUYIoV3JLc0MiwqkFnR51AWhWSLrwAFld6qbDbgxUGdnPAVqxagVPwPw8vIZdTlF0Gfog4GpVKCNgbJUrLGfcc0u/2Sb8GM5VApEl4l6uju7I24dW+2olcxHlQVTLRqYwS9Zc4LtckNdV8DG7G4nrjitZ3iN8rE2YHXgfD6jdUMrVE4bTmARDrZsN0dzwzpszrtZNglE96vwD1ShVbCs7Np1ub5g9M4ulrJMP82d5YkYA23b0LaN62JQQNvdUUvFssQeVnYGiEBxXp9wXk/YTiuu1xNOFdiuG9AEp/MJWhXSBOenM56en6iFVpT6NapxD4KtO+2VK/pwXLcNKAZFjTKywrAoGCsYlHIwN0Bs7sk2WMLWRyMTT4FlWVFDG6kUlsRpdHpjfxVBrQuefnbG9z/8gK1dMRq7OFobWNcVa13gC8fo6Ae7CezzZ5T1jHU9UTNuUKS7rHvXYRxcbpbwhs8xyJBKHTIXApIJMI7QGVoqu02qLjAD+uDmYBhYQAZt2xqTMTgwd3o8w7rrTSUbLsEzAnoHsDnGspYaHYx321gKwYN+YIpJ3J9E0iBtJ89joVtziM5QJoiV7PR0KVOjaFiAXwG6F1sxurD8Txu0dJRlARHZXTSb85mxQp977v4Aph7VH/FIW80EdyStjv48HqMzMHZDxAEIECYSDlICVE3X2vyuYcselPvdrjKTpvM1mT7w6VSD5c0OkZfLZ1y3DzifnwCtcDR2sNXU+xPS9ByAGkt1odSklIHscpUPemqlRQLp/fMztjbw/a+/w8vnF/zsFz/Hzz5+g1Ur/uH77wn8LRX9QUImkyDp6+9JX4R+390gYr4gQFfBcCbezA3eo2xbqO22LjKTkn3YLGkSoV7d09MJ55XC8O220Qcyi86+A6qCvnk6kWRmt05ZgeieebvcsF1vGK3R/6wLJPSj7iSxBdMH3eOPe9DIDmDL4wRS4IEd9joGyTgXr19lHPYGqCTpY02QKM68X1YGjvt5wK7S6VtN8MXvr+mx+dGcwW/FQvfhGHQ8ssJ96iKpYLc77vene8Qe8BoI4li8/myCeP5wH7/v4+vAozAE4r6XSckRsAlnIdpJ+xgYYnSyJ7gkEKkTidxthoRhyiwBQMcSh4cRGeYDO0JAp2Qvu9mNYgItZuPNifxPPY4lPnvJQG5sr98vDy8+YmbTAcgJI7vxfE0PfTjPV86NzDzzBHEZ+/z98rVH+5B85kdhuKh2/eLxGkA6gi6Y4OPrwyiWnTv6oQvzXHRvfV+ChyrsfBkCnMULtPh8z1tgz9FOSGh0xC/n+y066e08uy8YmodrOn7PDjjiMPB+NxZyWFtzREQwUmTy4TsclFWxPvi8jM63x7mKMphXyFwPJmRszOEUPXRMcGTHwmQYjMg+mGdbyh+BF/R7OBJANAsHo1Q04QZTXBns1AVb66gASjlkSPLzwyEYFHGVAZER5U8Aqa9Je+e4bbdov16z84wSrAIDKS1hM7OVND02TLHOcNbJVOKZhxmurWM4mQnJCATYXcZgsCivgEZ21B1FKkQNS12wLieUsmIMgjMiCwNXMDs7HBito+gHFPsB4ks4TBSu5r1udNjtkCUT6q0AQKkLdYo0QN4B+ChhkyoEC0RYylYra/VFBeaC0IaGiLJTnQjgBTaomeRF2K4a7AJjKqRoKwBRlLridBbcbhvb1bYCr44Kh5R1ZxqJRcqsQzZHFcEWe9Dj4ksQWKzDXQHnA/GgTKYjacMYXIedB9hVawTzLX0xPQLrDtznCvjcmjUyeBDldXAgBGkzmZPZ+bIsZBa5oHm7W7eGEZnT3eshnToCsKmjkpvxvoGlVsJxbs8tQ3ax5d6ZIZYF0Vmpo1ebIJuK4LQsaKE5VouGZqKTUbEsOD+/o28R61RVsUU2drttFJSOxEEpFV1/+nVr5/MJH57fBSAxZpkPAPTRg4VB/sA333yD3geulxvMBKsBugiadJxOJwCg/o+RTVaUbeeHGVQErTeMF0cfjvW0zlJSBsJkdAGAF5k6XxLA4Qj7Zu7wykDGnNpq6o7ldKao+XBqky0LlmXhTGod1+uN5zZ+/1CFLCuWUtBvgjY+4x9//QOenk/49tsPqCrQYtGKnjZGsn24IAAOBUzQmwUBQvHx/Uec3z0BUkCNH7JgLheWeWjoHNXKkkkBmwEYGnQQvBV32ADBDACjxzxX5TUIIDogBpzPz+itYTjZN9t2Q9s6al1wOlFbZakLTmXFEuxPdjgawMg0/364D1xeOpml2iCDoHl3yjzoYtOupH5JSQD64DC6UxdozqXeKQwMn4LiogR9RAIwY3yN02nF1hqSQdtbw/V6Q6kF5/MJbXT4kGDtNGxbmyLFrYUchfQpa5FkC9EjMM19zYfjdFonKJTVDUySGNqtc9xCn85BYfH0yVkuxzXiFuK3XrgPRjmhKtC7R8k4v6isFWKx/w+gxDmpK0X2nIhjEVBHuDtG4+9n+WbYySJl756UpUP9j+837de4B7ZcJXoXgErs+9B8NVnsCE0fhBMUvn36hQdQ6Bh+iUdFwh1IJfMZ31/kzgo0c2y3Gy6fX/DN+4/QUljCvjFpJMqfvQ/aqkiWApTJWIoEkLez9vMyLObG6AwyBI6+3fD9P/4aPgbO5xPOS8XL9YatDbCzoky/5y5QjfHKxJHzJu7GfQfOmHB3N7RApIrI7KQrELQxsJQU7hesdcH6dMb6dMbptOL9h/eopwW3BiC6Y0JZNjfaiIYomAFjlpAWAWx03K4XbJcr+sY1XYui1spObpZ7vR3ubzdLCbokgHQUej5iSuPw0pEg8dvBjXsQ5D6OwvyCGUY9xtL5vQHq3LFz5jfwDRM48v2ciSHs3+nxWt51PMcHjUr3BLkOcd7DYeHbxdI54k6/O1ZxN5bJ9kqw9g97fF23tRhY380Hj+moJhCQ749Ry98jy4kECEfZdx/6DixxD1RwAOoa3Wb4Pp2GZgek7FFgNIGjUNfXR8TmjSPhgBkUer6+f/S+lGk/ckwECFZVGuc5RHEe3ofMd+/fdfye47hOFNeP15T34zjYot98RIAzGShHgx2TPYXIdqM4ByfavMrr74oA9N68PLwl/ngTaxDMUpMZ65rjCEtxMeZzxE7HCNYZlTuAsoQD5g7fKEK3rAtbq8cqHT0I9cK5paBxsczsG79AJDNECXruTll2N8o5r0In3G1/SNmgyNzRfC9VmY8u1oTHJtPdUDzGUgABQSAvFAanPgnmXDjO1f0ZA8kIdDDLwLICQx+C4piaAwJh8FkOzkNsLNnmkc8jtXL4+aHMWqvZ/WbxL+DINstzPuK+9Kn3HnofIydKHB567Y6tXwExLMtCBzsBV6ZdAOwMwOmyOZ1RKVHWpVH25D5p2BK6R2U5TSA//zYfkzatRQmUapbtBnBTF1SwnEtEoKbhQO/aWu4sf1N11LqSLu2k6IsAZgJHIzOJsBWw95jgayKAVOoNCcggQWTje9rEArjCjSA0s79gQOcFc5GIsvMPHCZCHREMimkroAtRldE7XNndSLpCx4CdKzTKK3yKmk8yxhx7yAJgwQhR3dyTtEQmFgxWNMomUpvqIOfGZ+rOwMUc1GahG26Szyo7i0VWMLLmu5hhrOiwdTvwEjoEqUmluXvIdILT9mTZGjxLWOhU12XBEMPWx9xHjsyFMQzFHFmqQEfEpp3ZZzmDrGHGUhYzdq4LVhmd6vADygIEy64oy9Rav9HWJRNpguNkLCsVxrlXwYJtYFhrZfcYT+vGkvhFgbaxm06P60j9lMfA+6d4/O2nH7CNgb/48JH6aovDOtl5KgrrmO3Ja62QsrB7Wmi9qLBluSo1gLiv8ZmbGzvrND5L0RLaP58J/C0L2KKdLArAo2080N3x3ZXgZYk5ZmB5eK0VVSLgCH+x3QbqQoYJu2+xLKLWgloXLOMdPn3+FUsbhedQOKIaNtq0j/i9QKoCykSJN+5VWnbH37pNcf1kg8AFshbUZcWynmb5lDniXgtQYr4uC4XsYTPYgrJttWpl8wIIWhsYYwudNEFRoc0pK9aisR4cNcr0bYyoeIl1Uwe0smOlRtfKtvWDqG36Ygwet432qRadLGmzER0mddfQmNkgDx0TIztMd0fSxt5lUU4VYgOy0ZZIo+j4ejpDlAwfc+oMdTOIFdoQc4xB5uUwoNY9rMrOVmYDbWv0KCIwVpEQPQZSy4/aT+lzgIBBjMHxcGf5WQ/gbJYHO2i/CmOE1ge2sZG5VAoUiuf1Ha52g4zKNu8pZB6BF5NtBFZzDCNsnQHsru0FdgCUtKfADrQLII5Slnh2NrUBrdsdCPzHOroLdDARNqtrImGZY74HoTLnE32KV6HK4RXuIKb0v5F45sM299p55cacvqlXCcyFHV5rWXE+v8OHD9+SgQNAaoXWBVqijX00z3Bgij6LcCdWxQT3ZqJEIsqI/fDl5UL7VVnq2bYbfvi1wT+8x9OJ5bDX2w3Xvh3iRCGTN9kr8LmvMdy7Y0DcASD5+Yy6slMrdSsx1/L1ckNZKs6nE5bTCev5RJtVClofaN1QpNEnUAFKQTl9wO16w5jxqk8tstEa2u2K3jbaNLCLpoBzdfQNqRkyKw5eJcbfjED238V8wfEvwYFI4Mdf7fPpECSmn4K0Kbj3ud/6Jx7f4Tg8qxgJv//I7v++wdg5AjEJHM2LfnxfQrB+uP7jve7zIF/N8+U5FUg9gVe2zxJ4fbj2L0FFf8jk/lcKZh8ZN/egz/6349g5RrCDPMfyNkzNA0wHNQGLHIws9yJCfD+KR1BmgizxAFI0UGICP5aN/XMP0eyu5tORh2QZEL9Pwsly36n6rNcvkybLdqs6Kbb7HPOJSEMFYvfcHneWP5iV6Rym+OkEpA4g13wOEUy2NpBtTO+YLgBY8Z41y5iGXyKgzQvw/IBiAjEen4PkpJXJEEh7kWUXe9edfVklwOiHRZiAkwuAurOF9sUrSESFlxsb1mFBpQjwZAXF73gtbJOZ4+EaINgkHO2b5d0xjdBhgc9BS7MqHGM/LnA5rJsYE9kpk/POcy4fMjQ+var5sA5idft3H0zvvNcJVEwNr3gi0zm9BzP3jeH1BiHzPgVvdT34aR6OLCc7opzmDKzp3HK8Ru/YtlvYAUCjFNJG6knoFPOdc3sihpgOgTmbAWQ5VZYTarzmRq0jQ4Wi0KZkO+6DHd6dWQMgWGqleHM6Yc45lgHlohWmA2YsrSjl/8/evzXZliTpYdjnEbHWzjyn+jI9ACgOCUAQ+KAbHvgj+Q8oM5lJj5LJTGYyGY2ERAomCSYjIULEABRoAAYDDAYzwAymZ6YvVXVO5t4rItz58LlHxNqZp27dXd1TXdFdJzP3XpdYsSI83D93/3wnAOEkiillr7LEyIC+VLMUMeSYM+Da7lqZCuOGPvM+Is01uQJonrffICmqQk2Zrc0Bj5T4PRKsM5rLSsgV83Qlgrel0PBDEUBlGByUmzFrY28YGhQjlDQjYQcJzTPTvWxInSGL+Lo8/D7p4KVaQ6dDJg1Cf/UqM2bOixLeWUZdsOpTRzObMjU6t9w7wJW5LD0iqjM6IPQzppZ4WpEbNeLyGE7qmyRDRfzdTMDPEOluhmQdUckPPt6SXGZbOBYEkjLQWckI6FAnzw7+PyRzwx5jr4i9gZX+wqh0wMnEI8UwnDxD0XVlN0VJ7h5hZ1xTOWf0bExDCvwKBpGMh4dgGf6L26oqDo8WjoiQtDG9KSHBytCcsO8XyqKyIedt8G6pBqeaoq6GE5gu2WpU8QEkGQwJrTZs+47s85X7BPdJmLKioxw4miI7CCSSgeR7ey5edRAw50JixMmQHOxPNaZ+WR7pPlsmrw6cN6h733MpyCX7WEydr2v3ikQxdwXX64HLQ4IUekqcg9+B1B3btsOgA4xKEEbbuEZM0nsAlpBkg+oNpkydZZU/T/cSQ++M+EQHLEc8E0F8M6aoGQgkaWIxA+0NsclLksFrZdZAwDX6MR2zpp7aB5cbsnBpeiSYasdxu3q1SsrZ3vrQD6xT5wkgm/qdOAm4IMiuG4CkUSWZ4FX2Yium1fX2RJLdDvYle6QgS82NlLBBmO+Nuuh0xsVzsiraqkzx8wBaWNUu+/6U8Hy9cS+uBw1umbK4eSXBuAYcnNJUGDrrleuGy1OMEyTpmJurHZMWJ4wCU3ZJ8j2MNo0fNe2YKKmZBOjMguidYNWvQlMAyQSaACCcmUuqPBY91EKOLxwzwKLIxkeu6ZqPOck8ENot9wTOtdcUa3P5PjAD7wPTCD0D3ijT6tFQa2fabe/Tfoj9xcwj7clthUVfiux98srx++DkYm+jmmrF7fmGN995izcPD3SEHMnXkBeEmE+Nu5k+xg545XH9UwmuRUnOyYQlFZ0RwyUlXLYN274xEt11MqawgiA+aCeQFzChS6IOa+rRdlz3t+crtL6FasNeCh0TmXpBv/WwAOd/rqcNgjP/fY3SWV4XVtDxVHjJXCc9jYSdx2yo324NjfGbafErJrJmodj8cP4d9v+wgV6/czzj1NrjOe107ApAxd9pOWJ1yq29WqzaadfitXZvh82r+K1dBgXotADgFmvvQ3DSz699KfDoT39S8e/9AHjzEOkB6Wxw+oPcczdM3XfZMNygGQNLKwiGPBSAEF4z2mcKlXiBTA2dnu+xiMOo901jeCcQXnY3792jH4p45ERP499RdpsvL3oWvxMLW0jYljEbQtaVppQmSDCfTRbhjNNzBwA5FH4DfzrHACthJFYZWUAyAebFMH+OKAOzUyjlCQ33hTZwilWBmdJhPNc69vMgiSfE4E3Cci4A5qEDI90vFtSygOHCI659TgvjCWuOPHk3zssmwJFgeI1ZN6Po/D0lLNdfUe5lPsV5Icx8tyVAcwZSOBQTGPjgco4d+/TCxmC9PFwwc3THElrW0eizC6yxFqP/YUD6WEdMZ3Tl3LEX/Ri3sw88z1/A9lwVf/r+wF9+sxE87QLLroTI5B0TT7MiF0JFz8VJU0G+lpyddDpNRcaAaZPP96GqHqoPjCgRYboVb5eco8bDspEA9wzx+yBu9bnXxcsaeyUq02Ve0kCBCIpkmCi6sipNRkT9VEgiGJ3zhiQZyIneciNnhQcR8d7IVNI9AmXMMzOMsO6JNyM86CkHF80EjyYISxBJFcz9NxqtlmO6zepuVCMrBNm5O5g2kp0Ulh4ci23DO+IpcpYgIG+UmYGViGZUhjgoHdt9h0FUBhcBFkMFgIOF/kweIRih4jmuZ+yXpBhTQ9IpM6ISXjTVM0gF2J28TAMUMNWhPExBhbF3Tc1eHNDLQ6UJ+ai0UF3RD9mNsdbN+2+pwKRD0sZqUilAZPXTDEhKTiZ/hu6e96FYxTWpCJyeG6bQYcCRb0zKDpghYtI6ZiGBnBPBADWYZaTOlNFvinwK0EAkoRQCR9q4d+aUkT3FKpVCUCmXEaltarhdbwTWmkAa0y9LKYBwLbQ2C5jQSSQD7EkZcIZ5GHw5ma/jRC6yUb9KaNCQUJ1OmQgYp/Gn2FIakScBJMIjgyJiOxeSR3c7PJqOa25/uDCaEzOVRUBeGm3erxRpGcF5Q9Qoon5abac9fsqG4OFcOCbNXGfboLgBxtSWJPM4cZlhwRHWfSwQyjVTX5PnzYoILAuut45uSuLfxGIBrEzWJj/YVHQBRCqWcwl1dc6y5BXnnDOlK1q9EiQrO8q2u+00Ykv4Liy4ftQ5ID3Kynw8/X2kxSkimSBI7gYroPx0XYJ6aBnv+qTFOCjE1xHyh/voKSLTFifxsnYHQX/mOBbJTLfsiqdWcbvdUFKewJPIAH7UGKmXTZCzsPiDlLk3Ti2e78mrZAVYEQUsJGVi4in73CbwlCQck8LxQFRLFWyFDnJYZQDysCA+K0b/62+KWNPwuSvOjyejt1xFbPHZq9C866bxO9XqWQF7yn/fT++0zWjUaxTI+fRZD/6s/dHnMIbTAM4bZBoa/VQ+Vs694ajHot0udpJZ90rfTgzAyQA0hWRWNsNG7rJ6VFQcgx5i7L6LHRbb7/kpV0NRBnC0mGShZsCUqZuXnamt1E+pcw03kBlUfHd03SDss26CboruVW9VFbfrFaaMYNxKdhvLddMkL3hIQucfMikW+gKsrGN60loCtPG3Eu6kl8fE8HwIhFmvb3HisMXOS8pWs2jIc/91PWK8JDvNCxsPvfZ0vUbgDCEv4vtpHy7Hx3Xic3kpAU460GvPbLPPgeHBFixvsS0Avuf3P/301TH8ebQvBR793h8deLwkXDb3yogMD3uAKaFknBDJ5eHiTaly04qXb2EMhOc9FN/k3ojwWGWKtqFYK4W85DTKr6u5oBNuriHgw+gaEWHxPZgaoUYSzgEIrTmzwJgUdCTIBE7EwQf/HcDkyoEbDh62P57PP+f4nVPvfM0jBjA8J9YNQbc1SqfaHOsBkowbz2vMt/EztJ/h9C91qgBi52psLw6Rl5xFIZimcTKNxhFRMt/U6fx14YUQCU8oL+Bz10I02nINchOELBV/gWELizmir7EKZh/GTwm+r/NzfkjAMFoNXD/iXZgS6yzkvLsGejOyCYLgzxygnEMxQdvXhOZpvH6FFKCftX1y6/hXP7riNx7IO1QkQfrMax/yR5gPHtFBiPnmO31yzhVJEVkZIWz0jHcN2QXMRFdA0gZJ2ecdaKi4LjBAUa/+MjcQHdwOAL2aZoKcd+TCChu9t9GHSD0cBiIYbQOfS9kI9hD8KjAj1WTM76ENAh6llHC73VwR9/myakuL7ATcu+aVoYAVxKeuE8aYqaE3RlJFyn1OCSruAfe43pABfURmBCjK3lDJimpeIR8WOW58jjAKzYI3RWBCEmfximNi4nxOGKXMSRjuHCFCIK24jGBFFADuxWThA+5zIftljEHsRTPyMmQPvag2DKHYayyB3CthXCPWqMzfHTTkGKnzDtDIG5aCAcAGCFBNYb0iKoRGyexRBVVYzaabQCXTA4yITtCpgBk9l2EQrql+o9mUMlOMBEDBeTz2NYk4KQInlgukddyOYxiWpWQ/PqPYhpwbbk/Pn7Hi/+K0rorj1mY69Z5wfboCyvHYt52VwS4PVCoj6g0KSx1P1xsulwcax92wp0Jy4lIAL4AyvDehaxgjlE0aspBnqncWkcileErIJP2ntz50Oxp4MfcZecSIxP2SHdiGVxJrLvBI7j+qIXlUUPd1lEvB5bKhbHnM81jDag6m9Fm9b9vLlN3M70I7GtANx61iv1Qgp2X9GcwInob+EI4/wZK2flLOotGplYqn5ypJb2GUSZIT8uI4NROmn6ni4ZEOgdYajtuVMhxArRHNOeXcdDKSwzGpIJUN5VKw5Qv113rgdjDXb/PIzJwL0szVBUCnCNM8G8zKkE3BUwcDjtqQlXxzKWdWkJKMrQhy2Zkqkx20hmEWLaFMLKXwXqZQLacIKPXn4rPNCKHikWWr0cW8QoJ1vXVGAMc7gaAdB6pFZF52/ZqOnl4ZXSsdyC728nZZ5A+GTs4pyufpAXSDNkhCHnuAaiJBszLDAGCELEHW0I3Im2XF5z4rGECEY1OPO8blX0Ibu8UY6wkgxccqU0cBuBZ8VxnwzAub1/f9cKwymnGCsebrdWQ93Bu3oUMEyCSrXAJpJ0xglpjyudOuSyZI1n0+RUEdkvBrr2M/8kw6B4zYr+5ztreOhs70MQcpBRSRt+dnzrHLjseP3njaJCNrrnqwr+PxlzFzXW9Rd9xQmI87si50EniX5NF+Zvjo7RumJQPoLhsUQOl9EGgnd9gZhA4dEAhSi8wWc8CNILraEz568wYmiqbVK/R6VHNf3mrYGdHtk825bt8yDa7TPFvskuX51yNHJNiwW+xk24Y+OZ2h99c+3zF+nGyYGPexRvlZwozYOdk5C4ax6im29CuuMulEbDl1HrMCR8ulX23jiddXYLOP6zEBzC2P5jaEoraGP/7DP/rwjX7G9iXT1rjoGiJHNtjKPeczySSI1QBNGC5vxpDDKF0NAaz1sWhinO69rTFoUZ5z3wrTtDQNj7eaQrpv9HlyIgF8AVHVRiAT8VsUkGhnUCEMw3mtOCjyUWVMIDktBk6VU0zWizbu4HbnysFKBfoUGLTcOzbqxUjwB31Nr7HlovcT+Mu2+4n7hc8biMoXa0NZQoyT+Bitq+/ckXnONFbX8Vp3xLHIhox5aahRmdLz/T5Ahs3LDvcHLDZV34nN52Aowm4uR8d9/rsYC4VqXvgsTIKgTpb5tQpim4ZmpNGsCgEPWYXa+bMYy4gbC0EZ46v6AY/BN6SZmbNnpWEUnQwHACXl+Rn1G/8bGDIl0niMFQxpVhiut4ajdpRS8Pj4BrWx1Cqr/ThwHeTYgy+J57bwFKc0Q1YxFWl6831TF4FHbYOK3GK8QFyuJkCokCQASN15J1hC2owcG70btm338vVpyvZlzMaighOus2TRUIyiGo1AkNMOQKA9CEjpdTMIiuz07saG7vxiec8jumdE8nBgoMrqTakYJHe+PxGgxfamTpbtCloo8oCnrfhRZgwUyOKRQTqUvCQCU6YC9cHVM+dNpF3k4sUiIl25dz71EDasfJa2PCqsARgOhakzr3ugh8ePSLXsEZZLJGbyFBZd3gcMyDTAn56vuDw+OADm78XiNbG/Q+6YQiWjQVBSwbY9MFJJ/X205sYS515x0NO0eXQRubEQM2sJ2+dcLO69HzOPIBAKS4Rb8E6RPyaXhKsT/2Z/fhEBWkU1QzHgULriTHXI8G9KMyU3Ue8Nx9FxLTeCqyYoqeEoFbnsePPmI7x/fg+k7KAKdalP3j3h4c0jo3ZEkEVQPhHULvjoO9/BD37zL2G77FA11NrQjxusC97mHepE5yMFKXNt0Q+WsG9urCdZUpX4vklOa1Blme3L5eLOi7ykftrYZ2UvKBkD2Gid0Tkigv1CcL25A203GpG9AyVviGpazSp6rbjWhh987/sEwQVMa4OwkuNW0Jrhdn1GzhmX/QKRTGC/d0BZ2TUFcOrPTFljY+6qwiP/uJ62TGJnpvE2GBQXAawqK0pmjzBCRy6M8rxen6A/Jh9QaxUlC8qWIQm4Pj/jOA6IUP7u+wUsVz+r/JJDSbFtBNaPWnHcKjUQFeS8cX2G48qoL/fmPETWoNmgRYHuvETJHQ9ezTEnynxtAMRGJG6WhJ4N2QXhyMDNCUfruGwF21ZQtg0533C9XnG73XD0NiN0nQMLglE5LXhK5/w37NuGeruhdwUkLVFWnK9JhFGyliC6MQcTAdpTrsX7fSgbgI6ICI9iFL3TiA5wgzKIZTuTEHTnPmUjai5S2s04Z7vSpsnZkCJydVRusxE5c7vdfuFy4/PaauBOFGBq3QYMfpWTCKequhRmmDYWI3P9kks0k9jUGQw2wpaGLfZCtef+YmqQLMPxpc5T1TqjvkrZARWIJSgEdnvGtj3AEqPMtDd0dbDIbIAoYT4QSAqQEMASdxtAiAB4fv8eXTv2jz7C5WFHv15RcsHl8QHbtqF98gn0OIa+c2+qxHXG36GbL+9DDbCuEAO2ksnzlzP2fcPjfkHzaPcaBTaE1QolM52zOqyXJAFZEKxMfez4TOc8bgcggkspk6TedQ5G/ymsh37lukxUpQaQrAJf0JYc7zIedrHr1gu8AKOmInQ6VyOgwL+fFtcyt+77dbL97O6r0EGHMTjtQT/mDOJEX5e+A1iSN+7e/Rk4MrcHz41OgZB49/gbK5fO80+mNF/RyTR1t9H9TX7u7UuDR2Ng1avY+EhR1jOMbhg/n9FYJtSvaeacEwSXUilevnSmPMWAxMtTVXqVjSSOTTssJVbEyICZjIUMEIi5f2kryTbcq00FqA3DUbUPz+uagkfv6BLIaTGfabSr6Kmk+90gzkn/GeOky/jEeQGI8PNF8LmRmZO8ct4ER9brfNEW4MG4poMrX+Yacd/7UMQwuMO5EM+1Akchfop4akX0Y2xGGEIJgIcvc9cSZzNkOD1nUYT7reF9tvRNrZNvRSNglz8iLNq+MNfhjCS6X8qrMT+BIBvz7HTOCtgItzfx0FIBSQDjLmODvJMy4qDn4GVZjz0dJ+OnAHjVCPvm2GWvtkhLYC58GsTTYVw37Sg505vsof0lyj2HYulj3aQAAtxUYd2CjxytVjyL4PEBbrizUlkumRXEPD1OwsqHLwqoy8FFQfE1REJcTk7rQFSlAiJdSoaxYz3W8NlbzDlOXo5SCq5P71FyRvMUslTgSnrHoR3y8B3Y9R1MbwiOAFOvkmgKJIZiJyRAyOuRSxmRcmLmKX3O6dTL4PNRU3TrEPPxTwVya4wUNfFQcaNHGfA17Xaey4PeKMvFQaJFSkAEeHh4wFEPqKrzaTBFQTtJmNeiDx39A4j+BOey8350B6hSLh5JEbIzInCmHDwBe4usTolxX5YE3ctu997IJ60GExvRULH3LDUGOJ6pOJdIRvA+BUBJsJEpHrdbAmyHZfIjrBm4qr7LqIzxCPAul0wumJSAXAanR9eOtGUGEyvTVCyxwpXmhtSF1bc8DSfawOB9HZZcIAmo0nFcD5R9QxR2yKVgV8VR3eAzL+veHXT90hvUr2bLueDh4Q0Nfycofnh4dKPeuFe1ij/54z9BN0XJTF0zAWrvkLzhr/zGDxwYTTgOj0Z6fMBWmA/Kals0iFPanCupo94AkTYA04wMjx8ZMiUqLnEOvowWNsCjboF6M/RMkIA6uPMSdYUdGUe+Mj2pbLjkjG3b0HuF1YpWr/y9KZ6frlAQ2KqtAZF2Ad/DSsLT8xVSdmzbhq0kaqciuLUOsSvqreLx8Q3HCpx7vTNKpC/6Q86CsnVIIiZBQFuh6tyTzfCd717Q+21EFu6Zqb9HfQLAdZsPl+8JOK5XPLxhGkp3oLr1hk8//RSPjxfslw232xWt1WGMpiTYyu7cmW5+Wcdx1KET9oOltnNOKBtTGlPKrJY3nLgEOuDpkNoU2hKSMC15zwlNxWXQ5vIlTUDfHSQpZ1xydl4jAseSJiecOqFlpJDlkpFqHpFNwQ1Xax1ge0SRxp4YrdYDR2WFNZJLHai3G47rM9MRVbFtBZfHR0wHYvfsBq9C2ztaa3j3ySd48+bR+QWzpxUyC+KWBMcBiJjzBnKvUY9G8Y0Jw7GhtF1aVbTG9cMI0gwV4PruBoV5FBZTE3vrvxKiibbT3JtCFx/fD0NhmvpjbBc7TJwr6pT54PZWRCed9H4lQJIi8i++W3ECABqFM3zce1Ncnw/crhWPbxT75RHXdnVHe0baLoAYsnX0GtGIPdTqhRkiQC2bZe/dbmJRExu6hKKxOEwiwHJcn3FtFSVnJ5TfUHLBm4cHlJxwHBV1IUOPcT3ZeYsZBv+OsReCvD9gyxlbyQPUzD3huN5YobS34fASAbQqYBndGlqjfiWZ0fOy2sz+Phl1VFH2na4bccdWOIZMyR23TlDxgfP3qZKgphMshnlw+oczRWIslsc/AUh2+sKGTXeyYZdZaesgmv897Mf53QyuwBnUuQeAxj1fmjcDJ/ADXjOJXjS/39kJiFdreNhJLwU81J36mhNkh63/sn8y+xWTdiqEX6CjX719dfDIBQfgKVyB8FssGFnI785NHBSSrNMwNk+pCePVSQQN5oSgXkkFzH0OhT6lhLIVtOuxXHsKMXqK7hKgLJ5j6RPARRIAwZi4Ev9HHBLfc7N08RibJbjRAoL7oKUBvIy/+cxp+ftOfi/nRv0rONhwBzC8OH4CbQM8Gkd/gZ1rHO95+mYvzvqic3NM6rt7v5Z6No5IAtjkH0j3x7hAW3AT3D+XJFYHMzAiIw3Qa6la9lpvbb7/SNtIXrmGe09YaDKf4SRrv4ThIotUW8DJ0b2xPpadFQ6qJvUoirsncONqgldz9FbOsSm243g/Jt1FawF37yk211+scPram7DSRQDXJSf//QyGa1ccXdGyYusdD2Yobx5RIYBHbCTQo/lYCo7bQU+mp+8kAVMZMiCiLqOAkXKVmQokHv0DOltHQlbvHdYm8BgEjwS8o7w0U3BZaRIQIYjQQcMteSRQqx2tV2xlA8QrwYgiJ4NuirRvqLUCmalcnP8T/GD3OtTiPwXcEMAqbxIJaXNiSlwXQFSHmg8IctqYiuHe3STJvfmCTTegkWMlp0i1qSNty1pnZsCWBwm51Sd0Y4WndW1N0IZ/5yQwcZJwj1AyCW+nLYLZz3dFNKZ/kjC00qjMJCLkwrpb0+rg3drWvWbId79mdm96stB7Gf10Ojc44dY7Zc6LOX/TjNx0+cT0QAWrE699iI3LDdJafbvNHiGnrN7WfX8gmgW1MPwAlkivfn/yUCg6JOms2/uiTfVQAEYRZ8731irevHlklbaFO+kEunnkjLbOd/4NkU+f1iv+4N2P8B99/69AEqOuHrzaWlS7Uq92lfYHPL55i61sboQJHi4k0kajQ6tsBRcItAtaM9TWsEka0QERC8s0o7C83HB04ypmSqsNKXVGBbpRHdPThF7tkkjwennYUI+KdmMFMsn8vmvHljJySeioME+IjGZO9hqfqHY8Px88ThTX2zNSBnJJSFlQHnYUERyfHKhHG+TSBuD2fIOKYNsvjHzx6qytNcq+6mlGBsrr7lEVV8PjmwPSO1J6hMFLZwvw5s0FOe1IEsinjmirp6cbtodt8Kd1rehd8f7pHfaH7wPJ0G4V1+szrtf3TF2zitYuMG3OGcXrdS3YEwDlmI393Uia2zpTUnLZcXl4wMPDA3LZAAPTvYrLo1IGWNJ7Iyl5J/CNkvz9hROkIqfNdWN3qnQjQFscQBQArh+p8z+N5nvStjEiM+VEHrPYP9TQeh+6sCqPgXZoPSApoewbeg3rn/sv+zxT33JOOG4Hbtcbvv8bvwEZs19REovAdJfZvVFOpJwnAbeQwJlRsnyP4UxRJT9PoPLdo7B6N0bCda6RXFjdz5QRUe2oXs2NgDqBo+Z2wi9fNql29MR3mMLYFB0hZCLcr0jRgVHsJpziZ6eHAxE+J9dIkmirsxRpoSbBBH5XICBAlziv9Y6jXfHu0/f46Lvfx+MP3iLlgr416hLacDwZkikdcEqnVYKg9htElfNz+st4/5yQt4J21KlmG2kC2Cf1/YTOqNoaahIc9YbjtmHbCh7fvMVHb98CH/GikQ4PAJ++e8LVo30iQlkEuDw+jjmxlYJ92wjmd0WtB2Ccl7frs6+XDnNeJPEBSgmw3nC0DTk40AIkrm3YpOrgAzMS+HzZdRNSIbBCqZiwaNAYhwmChGM9uY5g4VQaoIU5lmFARG1zdjimMXWcaXusza/mMi3+Pu0F65+jX3NaxVzEcvY49vTl2R628ZXd2UbLnFw6cK9arODoayt7PNf6mbx+7Go/nqyupQsTbLXxPxhxDnV77l7P/Hm3Lw0endBl7z8rtbze0ahmNUCYAe74NPICBwaM7wFQKTIy2ddWuRglNisi0sn5kLh3yRBeIY5gs5qbwVhtKETV0t0JyISCfn6C+9kpwDQoIo3IDwU/8un4EkCICTymrd9wnXghpO/DH+cb4KXPBodf/4PzxV6fqV+g2dQfv+L5ATy9HI/FUTEA7hUl5tuc4kYEQznhe3h5Dk7vI01MMGUEz4yYoSPAz6icAIbACsJ8mZvX0s8wvsYGipnHPZ9lAZamZHr5/IBXUfM5E/fiwjoLvLj2PZL2gRZpVTP8VpbJPefDlKf2QcA3vv/GAUZLuzXFP/6TJ/zHv/URvdDNIEkhXo7akgMeD4+DcLYj4VmNFQwTeTYQ5KjwlA4BN36fuDknlJLmWDshLAU+nP/HFWXmCmBElYiM6mewGc4NzA1OPdUjSfFUM1tC7Gmaiwj5TkQ9akRcGe7eR7AggnM4OYncUA6G/8cADy8hwG3deTtYOrs7h0REcckCfJC8Xsakfm83SM642EaFf4TC26j+tG2e8mY0DGYatMz5bnPdnCWPeJ8N8AjEHLw+WNYtBECCii6yVYaoUefFG5wui2SsrQ6wKhwsKedx3bhXpFsDbpwaRlWR0xoTApHI7JuKDjJkDYDOOz/KkafgKOJ7UqEDJfhThuK8KF5lK4C5MWTgvBiywktaexqSGKBZh2NGQI9m7xUGj7Ab0T8faKct0wnOfT0UxP6e5jwDy8nPyn8cG/P3Xi4X9KNiU8VhwK1WbPlLqze/ks3A8ujX48C+7bhcdnzy9B4mCdvOv9NWcHuuNHgcVIv0vm27QIxpVhrqjLBSHUQ8eolyThQ4egVao55lHRCSJgPAhmXN+joLSoGcGSnWrVKkjQdgn1pt5FTbPInXMMDtiOTBzDSlsRMyxmw6KZEYbdYbutZBqD1TQz3NqGQ35CsMQPVIxeenZ0CyczjloR8S4LSZQtyZeqSdaSJIG/Y9Y9udWycBsDmOgEfimaHeGm6V4MEGAEJHaO8dx3GDGseCewONxdvthtYr5Jlps4+PDyC/p8sr7bgdNwBMV8kpe5U7cSBXmAKtHcftGaaKy0WxbQTK1F+KGBhhXw+0o6F2RjepZqiCAGw3NDOUbcdlz9TRh/rgac8Q53PkfNITauRRJVGx0dP2e2tjvvSkyEmweaqpmCBlAxYi5QBbcjYoMvfVnJA0o1oFIHh4uJyurUaife1GIGRuC64zMiWyCMuai4pX8KKcgYNRsaeIR1SYMsq7ewRTH4UKJk/TjEZSBH+UYRKgBxdU7798zqNu5sXljMEOAgeRPG0/9GoAQuro8Rkwje1pN02jd7WhwsYB4E4l15ndTpoFHRYdXxojmIug7Mb9qBuO1vHkZM8PDw94+/iGGSi9QduBT02BfmOFSvHKeN63CRf47z6XJTMAwTwVm+/U+SqdYDvUjOyk8WYGcyAp57cseW86uDAThRAA4O3bBzw+XhD6U+gBzWiTpodwBHQc1xurp7lcnBVcQ8/p7sTzvR7ZU1Q2qBgSFKYcW2Tn+Y3nBCvlXvYN5fKAx31HUkXXwx0HoIOo2Uj7jIpuxIaW6mrDFog0MvP15allASZh0Y/cGI8Qi7VRl5AQiMNuX7Wru6st73NSbIzjFh1wTqrljJOK5X1d7/eqLWk4fTUOseXedjK1T5FHsSaGvv5aS04ddZ6jYeuP/RBTpsVzRmom/bc/g8H+BdtXAI/4z2pQh006/1u+Qygry+HiFSuME1vyXcSFKXpzZvjOcN7eGRpvWWGRRuLHN1dUpyESFwqlYBL0JS/BelJr41ouv0ZlikA0lmuGgbFeYUIbn9EGce4ywV4FhzD6t4bsrWiKQxfzuwXU0vuZtfQyKgl94Tk1OrJ+ZnPCfolmr/zGbsnY1bmhzIuPESbCMv8QQxSsCGDplEm7yAueEVFwCgO5VUKhBbwahLiChkQg1EkZ7z0sAPcExfq5C0750EywzxyvmGbLq5wjZedzR3SJK29MHRXmoGsCEj0K5pqexNj5s0aFonO50mnURvjm8AyO82alJwVGatxnP9lfrKYGfHzrp/WtJmjG5ZvBtAMkplhB/B1A0EyxOziSEqsfZQkyYY4oU9FnJAgBx/4ikkRdYUlripN2aOpIqUzS7FGBbXILBZAfIc9zEQRCTx/+4CBwIwtC4zJSwQxA6gl7ungZZ4yoEzNMriBXIIbPwzk1DAb0IJB1jjgkXJy1NGWBbQb16kjd+lBgCcJOcm9N08MsKS3zcjoiZjomXC7MxUTdlIKTopQGRgYjhIdAMwW82meQpE7lwXw/6rPEb2jW8+0NwuL4jpFjNoL/xtbkRkjKaa4hD4c03yMGziNO6jh4tZb156BiPIYwR9D/7s7HkiG5DIVkNQBSEhKA24Hz5ukOHiMngPZOYNPMq/EAvVUqixLfB4DoKY4pOsLrmV83ZCWj5ICRgrkaHMAEU4XARO8NfXXXpcQKY/H6nP9hVHb6hjVNCS0JrHd0OM9aSiQyToJUjJE9raNkBXIKvNnn1Hy/Ue1qKxvXX+rkrXSJ0rvi+vyErbCkfXdwKReF5nW98D1BzNNtBdIZZdaVpbPFQjchX1vOAaDaiLq0rug6wVoTygVdDJaIWI/0M/NrlpKRsgwwXpuioTFVTDOsUj/waQiY4fnpCWXbULaCrW3Dww5PdRE1QJU8c8q+pV4c1He5mSh/I01enKw5eDtr7V6di4YYo086jtpwuWyDJ48ALJ99KwWUo5FuzGNUWTLcjCiOSKbM1BuAhpRpnFImK6voSUXxaM8pr31ddTozGMHThlyl/D98/Ti3kBq6eAqxUIdSUO+gakHdYBFzAMSLNXC4GMWkyJtXdWsd6M0NHRv7T1N38g4Sd0ZNwQ4otuGgMeM+IaYoZecekBOkMVJSfQ5LKh6ZybSkbkzbKxwI2gYBUxo99iKAxHvsXuBCIwNCoQGwc6OgOmpwHsJZJU89NXtWC4YDhjaiNH+ZLXQ8TgvfK11WpEibiWNdNlCTmW213Gx8dv/NvS6/2mDUtQdnjBggnKtBxQ5Pg2xRaCRXNLniN/8n38HDfsH1+YpPf/pTfPzjdygJeP/uiqdPP8Xt+QmmFTlS+TE1cWotfK5IpbcdgCmLXTTMlHWdFoaAe7G6fWVmqNcbtDVk1/24tw0lgXxl29nUNgCtOscl3HHYOlNYHZRc7ViGn/s7CHtp0FkQuOXSp+6lYkhGLs1Iy3S3IVJK2KLwVOMzDsdWMoK3sWcPHd91DQ2Xe8hlX0c+ohY6z/r5sIsWp979/ryAPWEfnwAgIXdi6EZDtwr1bAyVnX6e9Ldxz5f3n9e15bPzQTb+WT6Ql8etNvOLx1wOedVaNDk9QfTLYe3RhxhNtbDLxpDh/tF/Ue0ruObuQZpBD8xvZW7i0WLShoEj4y8sBriLEjNYb2hqQ2ivAnl6S316OL8CHACQUC7DaPNJNrwCyTUZCRJtzLdoGErB8rg49XggZOvv9HqtFSpPKIB3Zf09lHjDMvnuUY9l/Ow06+TFMTIPXhbhfZMXn3yohcAYiIbdbR5fdmKOkz67DxEZNjcbGeMV1xmAkd2P3XkcY4GtPD4xbwVUoIM/Yz2dXA7kY4kw0BWsfDXVbhinUyTMo7wc+yBeXjbc5VoyKtYsQvBO2qxlbge5X0TEJLiBCN+gY2uZm86sfOTXTbLaix5tqsMDG08RRNkUUlGJ5JsEHc1GYyzDEqtLWXhRISwzP+aJR4VEOL942lsuMxQ+POOwUUmIyi+rapgpihRsW/apbjT6O4GNiFYydIh2lCxuWHjq5PDUBOeLujIQJMwBsCQgJagTgo5nTdk1fht8KrEecirANiNCSP5sTlrZnSgXQC4Qq9NKtFCOKYwir76h48GmEWgbyWcVNARy3tlfXSZk8M2FTDaMsrME/dmHFNE2ZuE4HSspusWu+T7SSV4a4k1AL52oDCAqOC5WRaSrYlSnGsrNSUSOe0R/Cej5n3drSlIM06IQxaPL5JcYhqE4ECcRrWZufBlgMgtnreCSuYIsaXDAjchKMELlnNc9HncYTfTCzm1SnbyT6yBAxemFHEDficQaoLc0AcK0TTNhuqOq82dMhdVc5pTMOVhbg1lGmKgiMsq+99aYNupjNwjtvylNBLJvrHbXO/ZtZyRe2fj+jLwqt9uBo1aklLFDgJRRa2PqkSccpCTYOMGQU+Z67gpk55nyyLbjdoN4ehar45ITkrLGxl7MClKcB7HYWq9QbYPLo3h0TsoJxaMxgxtsdWhAdZDxstqYecSLLxQBEgw5F2hvSLkg5YWs2QxNDc3Jn1W7B3Y6uJNouLbekctGsLcrK5CqQohgOEdiR60zhS4KEJCsno6AcCCYPyMJmisC3Mplg8HJmHtDPZoXILhQZigjP7d9xyMUKQlaP1yeMPU89BxG8xkAchmxDP0BM8HDwzZ02tioTW1U92ytI+cCCD+jkTrlQwC1kI5uDQKmbQMOVLfu5gsj/yUXyhAFhk2AiAilHIroSha7U1gGSmIFtuZ8fNad/DiT1DuKIWSP1uQr5bMrMsS5VlhAoI8USRGM4ha1HoCXh6dhNSNQugl5vUJfg4106yhKQHnONcCIyj5kHtPPA1hxbVWMgJJO49biHQzd3bVRJwPv/TWB+/W2YUfFtg1WFk2+fTn1CkfSK2mx+AOGjF81+thVzMLJsRhEvq8xMhsQnVy2cXaIa/M8/eQGUlQKpawQIFVcj0/RccWb736EyxtB7e/xp3/2DKsV75/f4f3zO9TjQEGFpOayYMAg6NwuISkjl8JIsy1T/3UdB4tz32RGt1gIAqN20I4DvYpTrQgilXNEMT/6HuiDHjZfV2PkLDwFrBtg3dM//VgDo44EgER0zhgxr5br/bV4OodynBcx5TLxG3EZGyCZgRGbbpeoJogwSnESN8c8JlgbNkB8LsPWjGcc/4z5NW0yu/seY828PCZ0KV57/L18fm9pDT1qTnCstnYcPu4hAEZlVzvpxq+YeS8/fLUP61/e5JXPXl58Pvf6n0XE8BkSM8PgPI7v4Xtzaw3P795/7h1/lvblI4/uMRGzEc/hRyBE0Stng4b0PaG2nASQmhMRdh0veIBNbuyqzaoqplR8YDSe56xYfjiPi5qOamyxwNeXQgPxXC701P27XsvynWDuZPLycKyiEoYTmo9zr5dTlgXwSifmFWT8/Wr70np0hEZ6yoPNyKV559m/KdFeO2b2dHmh4zu5P97vDhky+kUbgODY/Gy95Hh36sKNn7+8EvljPDQVoaQ6j4l4KmTy+eeG4QA0IaNKkp/EORD8VAYqzAyNQA6DVyJ1kv+FobUSzYuHzMbTU0mflb8mzrhERwGn+37xFLM7ockBfvH5+PaLXvYvaNNSIDlDEw3uEdUSII1SiU4pu+c/Mc8LznXk1WAE5pxCLBecnTxbobOyjE+ey6U4vwK9TnWUgXfA1gECgZP5R3i0MIUi5+BtYIv5tYJaSKyaMeZUAN+S3PivrlcYYIqW1MP70wS2nNT06A27sJqO5bdUSg4CKyY0/Lp2JNvILYGCIqxWw5nq5ZSHl84gZQMAJE/HMwePQpZ2M4h2pi+Z8lqJ6SMk35yKiusEgEdF2NktjvCyS1f3GM53zGicPEimfHtm+kheBOmy5szA9W8YS0T8c9UGQaFcWBUAm+uLQMlcW0HabhHOHbeEeDi8DG5s9ZLeSQzW6aEDlnVsAqhCBayip9x7aNStBPuUe+oOmDB6uxtMsHCgOHFzkLH7s65yPlLIm3vug+eE+wlT5OaOxndw1LpUbptVV7ss8t7cyFgdAjkDbuBNvVSQPyMF9y9i62bYnNA9bxv2bUfJZQAaOSfkVFCPykpEeUMSw/PTDQ+PxYFnQ0JC2Zjq1m6Ve6R42ppXNoLRsK/1YPqPOwXVuu9Lw/vg/HC+Pwr3xlZv5Mfwva2boUgh+bRz76hHedxux3y/3fzdd0YimQGSyVOiAqBDkmF/eEBvlWvAmkdGAbEABeQUsZYGSFscbDQzXC4X7GWDmKBXglBqjJ6C0GBtlSWtRZhq1BxwTt3GfYJI1xy8C8fjVlgdzXIimW3w4HRGNyo8va0xov7N2zd4fPMAmOH5+g6ttrHXhEwSB9Gyky8DIJ/YYgcBcY4AnRFGvXW05oVfHJSrnuKVUkZEpcrYP7xypEdSwRTVK9tJSkhpwyZ5AtNmyOIgozVIEmwCVAGaGHoiQCOZfElrJDcrplXsMkGyIQTd4Iq0PUvktdHuIL4pUiqePsbIuSSC46ieIu3AqHqlM4R5K2Aekgwg0ODV3nSCOskdycdBPlXOUY/qDv1I7fSeAsxXBwsGmKSMJmNqXUNvv3wlaqb/Yujt7oNwWwoDBI00eSSu/BwP5+CpYI0e9b1iCXE972GAjZT9uK+d+iS+VzGd0MEkj2StR8XHP/0Yv/NP/hnS//p/ib/8m38JP/iN7+PP37zBH/7wD3DYDXUzIBdYr2jtBjNDU0CKMJIWBkkk5L9cLk5rIegaabwG6+rzYQYOMFJt8o0J4EV8jM4VB3P6sCf4nMftNnQy9VCRtLEq4NBFzFDG2ghAyJ2BJkDyKlquQ5Cyxe3h4B+Sec92HENfsUhDg1AP6TMCfTaSYaeNusqLuTI0lwCO/LsXf2GaCcL3N538L+fhWlnxxT3HeXd2R4iIE6Ay59A4xAIwHBfl2C3dHZBirIe4H4AIXlhvboue86LPy6lxzmsk2ecreu9tvWJolvxXlyGI6cbzE6aD2R3IqjhuN/zo3/3w9Rv/nNqXJ8z20Qk+LCLJ6kI1HpNG9B1N9bklAYZzekFlwzhXLj6FjXz7hLM3McJMU86orUNKMJM7YBCGR0yAkG6L4jn5m+ZETXmG7X2oTfK3eJkTXPjQWRM9tA9emhPbxqRd91LeTibAkSacNECHMMgiqmag29Fvpl58XuOYydgUWS2CfRHAUfaFhDUMKFt+97tGSGV0QDDEMR8zMzIhNhBBhAGHweEzSjI3JF2EA4gbvjbTxMdo4OJkjfNVaOM5XS5/qbYi4CfZsuYF+7ZqwPC03PfwQ87x8cZivCJFIVHBH3PZMBRWUfUltSgCX+A5VnxognLLZzHeJxK8b25LiaTErMYS67qjNSC1BshGQzsn8tk42Nx6Re8VpezkmcgbLO0Anmgo1AO9+5pwLqNtJ49GRONQLHYHmQwlkcNCjSWw69GxXy7Yc8Kodzuav/d0DiYXSUt6FMOVWaY4IkW4AZWSoFpQD6/Co1c0bXh4eMC2OXeEsPSr9g5snoIGg8gGkTcQ6VCr0A7AS0rP5jCQA1FwwzI5L5mkAjMnEod/lzxFCoA1hZmXg09p8ACFHEwe6RJjJSLYM3A7DmQrXnkIrKamdeESUeRMY4npzV5NRAM9WiNqyogIE4vUMu59koR2mIWC52k5AGBtgMar/ONl7SRPIm2xAKNoxNBVQraLp/IlYdqtAkn66ZrcRwUQRfJ3kZONrVAtont5Hq+X6WlWck70SuBTInpjaC6T7FzciOoeaSAASsoeZULlWsd+5Lt6CPm4gtEL2kMHsO4pm6ywOYCjvEZn+nQyppcahFlHzEcAXpW5fzFb7Q3/+s/+CP/zf/9voEFRbweysKJXygW1XdGrMhIpJVwuD9i3nXu4KW7XCt0KI2YyINKAJLgdV+f9MXeqJZgorrcnXJ8PPD5+hA5D2bfB52PWsWUCva2RTF9yYTWro+E4bkAybLmgJFailJSQ94S8DRoaprlBcByGBnq1U+fcVkR6lAG9QeCGlHaIKUQi0s1Qa+UcdhLusjGS52H/Dt5JJbcLYXdI41oHfA0oCeOpV2USTKPh2m5ori6kBOS9oElCN0E2T9ka65YcRa0bLtuGy74jlYK0P+Dp/aeozUnNkUfa0puP3iLJgXrc0NA80ibh6ek9aj88uthOulbZNqS8eVRPbMUzUt7MljQrromcCg6paI2RY3zmKW+2bRvpVYiIGlMcrU2DHayWV7vCDkFKzVOL38Ds6sAjPJktDF1QnloY22yZqAA0JVZA04amHdsw1qbu2xsjpOpxEOTJlN2+g3oUL1BvV0QkhQidGyIFEU3aunOlgVFpj5cLrk/vkMsOEU+RSwnQdtZbNfiNooKpExH3PqoPAjO9iTLMRjTAdAw03/8rjnpDa21ETP0yWzNF8sg3CaeOOyxHtDIAjNAABTQNwumgfwDOppUIMYvVvB7bF4BAXQZQBSB2RDODqEFtpn6pR45lj7q/tYZPP/4E//r3/wACwSf/wW/h7eMjtpJxfXqGOQF1q6yYSvNMsO/k8cpGXr1kGbkC2m/I+wW4REI29+nuKdhFBFkyqjFtbuw/riczE9+RJLe5FiICtFp9Ts+9nXtoZ+S3kcMsgcI5J9rO6rQFssoCHyu+KiM/HQDkbbEZAJGEvRR3NFH+lOIcab6/k1yTJwTIKZAFaFpfYNgU1Dt0GD3xLDEBTpbDoDkI0Gb55jSOcwbwu3u7ZJ1HcQzGdc82SYBzp5NlOf8VG8bWU2x+dvf4692XPtkrx/g17+27cESfjxznqvGVDazsQ31FzAjyqHVT0kREZNjXYKZ9pWprinMYvpmgi1LxdK/mh0h9RzifG+0R0h7zL7ygySdwr9UXHyDCsqFRKcKHDttWBsHXciemOixKuaRZejuMw9gEJMkg1I6oAGB6dWNtJK8ek1IeE/yUBrKEFZ5aEmQEAeyMdhKPTOnLNQxusA/lXkcKysQUgjtinjPuDyygDu4W7gKc+XK9D+8fi2IF15Zm68pZP/tFTNi4bjz3AogIRnDAqY0NavE8ryHaiIg1Cz/bPHb1/otX24iNNYTa2rl7IO7D0T5neOueK2kQyft9qMcLM5MSDUaCFV45aVR2mQCSiQBd0aGf0Y/XmxlG9EMoPiPSZhmrF+d8A7EkplDRS03Dn6BLbx3X94r9kRtoax2lFOyXHVIybk83mAFlZzpGzlQaSxAWe7pgGO8iwGXf8ebNmxF11CEoiR7szLwe55OwAeKdsmq9aEBUAmTqFQmuk7+/E6Ft2tCNvBPkKTF0bTDpONqBpkpwSKZsOY4KCKMFWm/Q1vAmP6BfG9rNQR4JkM0ATPm5yvvTGLtxw6ioRE9k2gmapEQgeZEpEcpdFTATEgB7RI1InulaToAa8/84buhygdbm3B5x/1jLXIMRRI+EGbe/UDsOQ8GBRADTQytg5ahUkBNTqLT3Ac4g3ouPQ/JnfvvwgPfXK1AArQ7iuMc/R+SR2SgMgQHXvNIc+Akga+inFvOOZbRjPasrXStwxQhJB2LMM4hyQm8sD0xiYH9wU+zbTl6TSE+JFDUDDihy7r4OGBEj1tGD38jjpk5yx8KD38nJ4qkDEgSl5twulsa+a8Y9oTs/yYhG/iYKJtdprBkgmeOgdM60SqAvwQECJ7+3DrRmuFzI1cLMso4KQe0d2zbTcFUJkJsJeu347vc+ciOcYGq/Xal3pbkeem9IW2b6oH+eFLBOMuSyZwLk7nwyIyVBcsOztobjeEatFUUyDAk9dXTYiP5l3zSEBmAKMUbSNK8EqJ6Kxf3zgm1/xLZf8JASmvbhkKRzb0OWnWsMCaYENrddkEqCoCC3hs0Bs3pU1FrxWDama5o6YE4ZraATwVynbWa4NaZASU6o14baDpgxLW3fNsCo0z2+eYQpo1OP46CuJwVmyqgkiTSYaQFFZOBJH4SvI48U7J1yQ3MDDoF1w3NtkJI9QlKw581513aYdXQ0pJ4hdsH19oSUC6tcoqNVQLtgvxCcrO0J9d0Ttm3DtqQ2BwAN7cgiUCR00FFx0pyMYPPRnE8oojIrAGmDm6geB263A1078iZIiUDVtqR/Sy6ot2dyQsGwl4TjuOLN/gYl0TF5c3Bv3zco1LN3OmW3CaDdQacYzTTmlDkIHyln1eU7bBqOIZN00S1ZLKJ7ihqrmnK+Krb9NSPh621p5TQaem9saMuB5gmLS6WvbkBSY7Rr7O8RjTYgGF5n2IrAqD4amQVyZ10Pe0QJfBoER1fy+zg4vOeC3hXH8w3/+vf+NT758U/xmz/4Ad48POCjjz7C+08+hVikelExEBArSW0SNpsqOrhOb7eGh7aht06HSVdAPaXbMRaaFCuw4TKw4e4Zpi2RCyuRhi5DzkCgFxkgjjFTFwLOyYh+GzYi4HpJGjZJRKhzvlIWrXbRCiTxryBwZ0pp7wmiysCkocc7oJPzuNKEOnh1UWMhgrHHGrMkxqRa8CMLG8EmErPYbwN0GZxSttxtmTT+7f2cXN9BjNeSrHFukTYfd56m00nPPH2Pe3vuJQDmXXn13C/WXL/3v8RmlFF0Tf2XsBtifNaocbVIE4Y7UL9MH75a+/LgkSpIzOtJWqEQY/ItmDEENJdI35ClsgRT0hJsGMTz4vyud0VXLuCUBA9vHsZEPI4Kbdx4s5ci1j5RzHsyayAE2xRmH4r2QKQOYB4jEuQZLuxExnN87lgBVLZGn8wn/T1W+uWbjesu98GMRrrPkcQwFhbBctd8BEc6nXxWP1chEDPan/GrPNsq+MYHdxeS145bWvIVqGPzWzZHs8m9oTN9MQw/03nldQ9NTnZpU8Kersmf6xPE5zFPXks7iQM98ohhFwM8mgZzguXgEEhjHp9ArJjXo9Mvx+3z2jDg7PzfJOVdDsRy/2+gfWYG/L1/8Sf4j//6D/Dm8YJtKyheAhqSULI4d4S4YkkPaDK4Ie2pQcLyyqaK/Q299CydSqOolMxSyjnj+fkZ+74v4Ati10XvmBEkmHOpt4aUyeRg1oHCqINtLzhu1Y05Q86MGgwQKd5tSv4sydBuDdWNHYPd4654c8nkBICgYGfKRTfY4NiIxWqAOGGj9dN8YaKfR6eAOdkmiaC/k8qSCD6hGrDBkI0pBwqPADODqFdPzOwTjS13Rpz6ghE1qdZdlsn0COoMKz8pW8BcA7I8HmLe95NCYeMaE0Ar+wbtiZ5PeDUqpTGXUjoFfV82EhYrcOZXC9lujHaKkP0gLWd4so3/4pnJ6xdzJhSzmVrb1Xlg/Pmi/zkXjpMakmzQlCD1QK2KhAKI84FobIeGEToMwHwe2uKRj2gGD0sAhVUeY7iCV32RaaaR6maAGHloxlhkSN4QBKPBi1hywX/9T/8cf/rj92dF+BvWCCREdBxQewesu3zg89bWgdQgaYM45vJweWD0sJpHVGaWrXa+GcnkUrrdGBmRUkI7KoAKpDRSg3K9oR8XXC47pJC/5vbc0GpFuVDv67VCMpBKRtkELHpHGgIWN+uch11xHARWmnYADZnhhMgle6WfUJrNOYk6RA+048Dz9VOmVgG4HQ21N5St4JKzp/Rl7CkDrTE6yZhuEmlIcrk4CAE0GJo/+77t2C8bJDMFquysWpm3hHJ5RPKS7CkJUtnc0RkKPNfX9fkKVfIb5cTIu6ZMIatiKHuBOXjSe0VvBLcBRuz07usAAByIqFVRSmd0mZeYj+gQ1QpBRtk2TzNtaO3A+95x2XfkvAGWcH3/TN3HnRNqnfxJrne33qENeNj/EpIU3A6mvqWUUUrhXgLOGwhT/sSyA8QCyRkZMoyX0GmSW0HdCGq21pxLyJwnKpwcnZxdmVESqWTkntGPjuP6HrlsKGVH9WIDe2GVqpQYaKj+DNu2odWGbvA51imKekZx3qvJIcV+Nm1e5MIjIWPNRXVLsxENMtLVxlE6uOHMIn2E75NbuaCkDbILbvWGc2W6X05ThTshw84xNAAZ3GdVzNO5pt0DgOAbBCZpAEeMRokoJkzV2zB5lIAJhpzAjbVRz4lIPIDcR+reDIMilQJkAsd7KUzBqg1NDrx98wg9DtTbDc0auIlHgjcGWMitjKAUAEjafM0aoH28x/jJ6PKEqK4dYCe3fJ225aqAG53L8cyCBciSmQEfBQuZ7ugA2/hSnJvJgyFSAjLXbgFgIqjtTAMzbFTxPTCIps3J3iUhSYcJ3/EaLGQQaCfn2dmKhoN9gLUVLXvNLoq3uOoCcehLo2GAMOsF/Oewx5e5Eft77A3LVLvry0RgXjVV1mNjuMNG9jlv/d6iPV9MP2Ajv5aqtvZ1vZcu1wwzzuL7eE6LY/09rvYZ3PHsTpL47hfdvkLk0fz31JZREZ/sBCCwCJ80BZBGZQ05XWMlJj4BCcuh62QLD2pEKk1S4qUvvqiHcR6XXY0Ai4S7OVHFDSkbWMSM1vkyr4ahmGe+i7VvX7UFSIH415/zhdE/ToixC24mjA4I4F6+lytt7eMcMxpzZxDBxuRf/voSD+SXjaAa3pB3M8FnpUHKq1/xghHGONJJYiF6VQdJaaQ7hkQaIxsveyzg5fmxjvMiJAFMnqhTL8c74oYQx3BOzdLY853EjJuE3MCaj8z3Fo+7vqgPDtWLIRpG3Hh/K4j0ckS/6e3WgufFNz83tgJESlmG5xElM9QUBMM1WIWBMWdutwMRQeE8xwTcPQJyTX+IagvdNy2mvYdUIn9HrQdKzhApVFs8QgUIBUTn/F1TGjxFaVYESZDEZ+xNsaWEPQGamP4DCJIYtpLpBfSNTgAWHggZn1xIKphKo4VGiDV0awQcNCGp4Ha7YdsA7a54moOjpaCkHerPSBLmBjNWv5OckcyQVE+K9/SwuTwan9owEEwKLBnyIiNkXWMRhm8EXCjz1ckj1w3dILXDcpocaeFxD06SlMjm5F5B30VOe00CpkPDie3D453STMNbVqTPp7lOe1+NFb7DZkBOCmgexylc6a6CvgtgZSi+wFLZw2h4kUjXiWGrc6HgrJidgHQLMu3ZD1u+E6+MBZxlhxkWID/2cIKBBNINhs5ICgswNEH7E37ndz/Bv/2Tpxc8UX/24yccdd0IvnnSSt0bniShtYZaG4A0/mdjj+f6zikhmxvKPhxJBBmMKlNzUAdMCSFJckHrFdfrMyABhsfeciAloDVBgTlHEuXh+3fkFhEAj5cdpYjvcX0QY4+kfjOPkKkACAx5pWzkkhml3TvQOkQVm9DI6t0jA7Qxwk+pLERlrMMO5KdnXPadAJcKAaJ9x2EHaqsjQk6VRQvguqiak2T3ji2TlytnprKllJC3C3lUYt0Et11KI8XydjugDgL17sDmtnvUAzmjSs6j6m9vHbVWr0ymHlVPvq4AVWLoj9pwvGcFvMvDAy6XwlQ0UI9gVTKPkFYn4BXq2smt9+vtitoaSibfy5st45I2mGRUbTi6cY96+whynt1gjjInIZ9f6x55A4FJJ59ZyUAhMAOb78PEQfNS0NTQmxumHkGBMJ5EkLeC3vrQR6JKVA5uwa7Q3tCM8rZYQhNy5/Xu0Yoe8cmISUXtHbWx+hyrpFL+koC5g3AJZXdXZSq0pyQSR3AbAFFwJBQ83zuCOFuYbj50bwVgCYqGP/vJpwPg5zV++ZXWABB0SdkdG2H9AOp0H2FfiUfGaKILCP5v2EzkHXOKCGPU8nDMAtSfsBbC+bDRI6KeJFfGnpuF778ZfL120FkD1NsNT+/e4VIK8kcfQTvXF7aCdjt833KeKqVcHFaggXPVDNA6dkNy/sssce9yYbXfDKHDeZSu+SB49TZ/GN8D5yNHIIVj5EuBG/M5tqiPoe/79931SahHdTrPJnKejv6hKoYDygDokCEGGwTo5G2N/Xy8AKgGf+f6YuDFD9J4g2e7h8J7yZ2Y+ovNe6znRIs9I/o3bRKsn05txeZ508o8QUin32Q9CRhhPuMTWf66VxkiJGzYf0CgbWlURju3l6lqpx8DcD6962Hn2mKH+ziGY39dN4ucUUxb5cRh+QtuX40w+wsgHjn5xAZcAZXFQ2zDY3w/+qeHFlkmJbgg5tIfCjIMSGVz4TQN9KXDw2CLW76IqonJ4ceNcw3e50CM3Xv8ZaslLEDLvO9X9I26QRtjEABCPHtMttMDhnEVysgCGsnyfXyGuOYq+eLz9afdfW6vf/fFnms9bwoGmf+M/t1f+tRDC2Fzn2q2LCy/VxIZ4fGzbOsidoYg09OiXEmrw/iaDx6by+wzz1n7GztrcFTJUKbgwn1ASVPy8xk0BuoenIphC2Hz+e1kCMYFYu4sQnoIbJyv+zXIqF9Ki2jB0AkyvFJa5pi3g3nsuZSFr8hLh5cygUBXPCJyRDyhuXdFdTJWSdnDbW3sPAYqImMTXjZe1Q5NAlFGz9niOopUKQGgS36beT8Yqp88RaUhWYMeB/lGQAUwSUL2SJ4RGRqAlwCSMrp2lJTBameJyogKWrsOpUWdFycNUIEAheYg7gbMPCVTMlImgS0VlT5InSN9r7thQHUIg3MoNlFXv4Z8o/eYiiFQoHClSKaiOyOPYpw8slaA5Fx+AzRx0ErFiVYFyOFZEAHMo2yHkyTUhCBzjs0HYz+KOUGifZda63o3oPWGbJGmEUrDIuMXmUFesuR/M83HFFDJngpoDjr5HpKoFYZhNPg8dHplz/ukj77ZCSyKfXjsF0b1U7w6nPZZiSU8ytMjnDAqttrKk2V4/1zxe3/4bjiH1Az/5o/f489/cvvw4v0Gt3q0wTXYamM5eAeT9m1HFkGJ6kGxt2RWXOuJHvI80vkzemfaV+rJS6QTuGv18KAxgebiFXtkzDG1zj1KBRACoLXdGNFYMnIRTzektxte2SeuCYvIQKYubilFuDSsOnjfK4I01kC+o9YqI1NgTmI9IwFDhQmy9d4drNj38Wwxm9VlMNCgnvabUmaKLhp0N2yFz523HSkL8r6ju9UU8tjMHNwI4tvmYE1UdqMxm/PFOdWa6wWU9fwsSM+dsTCeJzGaJ4ojqBra0ZxqgVFOffARyki10T6rFAOUVQkdx3FFuz2ht46UqS+Xy1sUB7LUBMkSMkBC8t5x0wokpp6O1Oq27iEdrQpacfoIANi24QE39apNYcz6e1evYtbUU/MyQSKDO5Y9jaEeDbfbjVFZruOSb476V+/kylSPFoHvASM6s0fUJ7kJc0ojapP6XswI51Y1DMd3RHWSjH1yrSHsGGMaE8D38/GnP8VR66Jf8h08XY9fTT1Ju2eRANDhCxrR0aFHA+D+KjJIlo30KjzewSKDOWELMMNZXJ9ZlPazVjwPc0vNU9LdzPEME+jiOFKgZEE/KkwE/VIB14W0dlaQdJJ77QXQ7Lx4U9cNSaCjqzZAntjDSJEx9Thben5OJ43ncm1t0c1PtmQMQSiVMCB59WQfexuciafhQwDW5n2JIhjcw8uQRUOZieewsEVcP4p56VGNfFW+AoTRZO45nNXD/ToCOXHIWtgawAByRNMEeTD1gvto7VNb59ky1qc1I3Gd9TTDGVKJc853GNe25ZOYi16h3V47NsZzPAs8yGDp0ysWfOikd5++7E+MzXiwFJ/OPQZrhNFCYRFbiO8XBI0w9OyvQ958afAIeDlc9wADw+DzibhqeLohQ3hDMEPrEIO48NDES7C5yCb/g7cACobhfddiFGVJEcLyck+L2hCQw9kqX4z0VSB8ThsQxrLAVtN7gDZfptkyZm4A2PgcY+JEGtaoqARzklIMj8C4/30fXFqIk5C+1od1Aa4fnT9Yjvu8x4zFuhjPsUCAeFR/pvU0ewkmDUGK5b2OqWinrkVU3Pi9+7PHWPriXP+bkUAyFvmrc+81wQJM5QNhd0bob2xpr5DqxlC64TjD4cYpp81rzu/Xh3ttLwTy/cDj5QPa3XnftCY50oSY6pNUsTlBNdNqdZCJwiJMVLCVMsoMj/GxIGIO2UNj+oaKlArKVjBKmcOGUjLPj39ixgSXjjMLJA+jR7w/Dfve3xrlbWvVwSNX4q1DrKEfV4iK05pmr1TDZ2MKhUIkKoy40gRFyvE7o6C6Clp7dgCmj9RQDugYWY+kgl+PAENw0al5tKoyySwlIOcNrVWv3GUescSBzMDgPooopZw9yst8bfcKQ6KRa+D6cz6xMcD+bobRJYIAYcaLcE+d5vC30piWCGc3/mQaHseSrY55gmUODEAu0WBj1A3fYYhklsluME8zCUVhRvfMcaURH0lxS6TrsueF0WymBAqcpCCq6E1w3eaqX0RAKDyUMzOdbLlNvFmEl1q7QhfH0arh8n8JXRP++Icfo2vlcc5B8tOPb/hH//Sn+LZx7D99fo/H7YKSC1rtqEeDOME+UsJD2ZATo3RbO4AMFGFKmvRIhc4Qn5tHvTkfFlOPomR6vV09dSLP/cn59rjndahG1GNEBXckJ6wWr7BljYIogEhVYzVbA3nBOtNbozJe7wo7GnnX0BG5l7wWS9231kjEve2AVILzDt5z+eXh4Ku1EczPTsofeqXPdwBctymh5MxCAZ3gT9k25G3DthVITkgls1qaA0i9N9SDKZ8p58H/FXv6tm2QbkjOz5RyhiYb6cwq8BToBEkNvbHgQgAhRZx0vmyjSqJqRCcyQlNrw+BKdECk1WNwQW0bSeuzNPT6BLQbks+D7JFOZub8PAgxgmxA3jdob4xEccdta3Q6+BCgN6ZKSGP0GTmP0tBBLaKPdo9Y8PfeakU9Klpr2MoGCKOTMrjXhjCpx4HbQaA4lzKcOtGBKFHOcbdQsGDqnEQeEZYE5DEUoDZW53NXw9g36RA2pk6S/G0AZFspXGJCPp9aG6439kuEYSQ/+uknuHlK5F+IFhF4cAAJ065Qw1JEhnvuNMw92gYWp/mOA+cCmxE0fvTI6gDGK1raYl+F3h7pWh65Gn4Or9Hq3G2ekN2NZee182263VmSoKeELl6RyjsUuJbZTNmafZr76qpew8TBZ346zKboo58wVefY4Oc5YZGoAtLUC/UIJC824QDtbIyLQRhBHraKj2/zqo85T0Dn3Gz87wToGNeHCjzKyt9hEnQkJO1cXut+Lkw9VX/2aY8s7wzOgeU6Al3xOp5Hloi2Uy/tPNj3zlKfIWOdjmcL22t9b7M7r7dTf8/3uB9DuzvlHgBbw0cmJuBPGAISwOQpuXvmZRANgKiD+PGZj8GkoLERnRt2WvDFjXQ1JT1Gu/3inWtfGTx6EdIm85cgnzZrY/wGj4MA1AlspA2tWuc8nguSGRFOaJ0yDZaxiA1RPngAAGuzV5bUqnMv9vc8xY2T+zPN5jN80RZC1cGYMVkXI+IrtwFknD5aJpWnTaTs/CWvAEF3fTjxbOAsPM6njhX7YqEuaxGAffZCfvlId11adiB3lt4TZH9IGA10fPZk/LWeEx7vIF9cm4QACODIuTfCsA5wTeTuOWWev3KYhLd/MZ3974jK8zFwZeeEvocwgXrKjBPxnTYmzN9jMD80/ncDFyDZ+t3wHKzXXX6b4MQ3rzUI8/+1wxpJYltPyMg4ekXxVAbtiuvzDbk0SC40epuQykdIFKwtI+XbMOZjmFWNqQaYqUoAEBFrISs4BcPgBkwbN2UvGZvUxvsbJVvd6DLr6Fo90unmynZHT1FimwZRrQ1qwLYV7PtGowa+lrqhxt0D5DSXvQv4bjCYuMpwx6sTQAmPFaqdDryIlMEt5pYd13pKJNFNrAAiOYwHyidVQ+sVl3yBtY6uXtHMMrYtYys7leOmwLIOox+SZIBusVf01pAlQS3htRKM4fURKUheLwoWgJid1l5KJPVOKZEjxOVzV9A49IiCzQ3bChuEqz7UI0ootlcqE9PbRMVwbMCulMQcMDdaWdqbFdHanICLXONYMnVmRjSJ60H3e8cqOPjmRRjNpSu7I2wJuQb3beHceHq60Yg2wgRP1wP/xf/z9z64Hr9tbD98/0P85f0v4WF/8HLqwrLfxtLMmsihJiIoeUcpHXvpkwsnMw2lC+fR89M7By0ZoZRZjhBHvWKX3Re9p/bAjTdRNAf5qNN1mPRh4JXMFKpuBJBhhhLcPDcdHGw9SKUBNCehh03QU8GSwzkB2iu0HQSbBEPW7fuGWpmCJCpePIDgVK1ejr4rpNAZJpYcgI5lwMhPyXmQSavzssGjfkLbMY+WZ3qJoh0sHqCmuFwuNMZDARLBthckGI7bgdYr4HPdnCwbWaHK6M2Qt7EOR+Sqg2I5Fzw8JJR9d5CD752RTGABF09duD69w3G7opSCx0vG2wdBq+oRYQWAQry6ZIfBtKE357vLAjTD809+iu/91r+PJOJE3sEvpp7e2hZ9kWlhTSK61QjmD9J7DD0qqQHdZopsV2AjoLPvO/Z9Hzps0w4kVoQbzUVdCn1OqRORGQ+j0mirjfuRNpdFjMqCCvlxmMcGyQVIM3V8GokOtLdOntXuhpkDnj/++BP8uz/70S9ghX/NrUeVSxatSInvSIXRwbHbDie+RDQ2gRt1G21Qfph5Kg23j6nWhNNnpkONr2RuSXCOtpSyF6cAAUjfc4JXsN6u+N73vj/A0p/8+CdIELx98wbXd8+cI/0G9cjK7s40MWe/Vs4dMRuVqScdxFRshy62AgyGsc4jdW3d61Yn4XqN9bMxKt0jM4fNMEdHBExhckBWoipeYhXKriskBwfbhrRyN5JzB6b5LphuqCdwkJ8TZBvRWIsxJvA0vh4AFqZttoBH07jxaNFhRwBRaGRYQIYRORnOgwkcTcsNMf9OfZ22kZ2eQ5bDlr9X62UFnRYgLMZwtW8EDt6sx8Q9Ezxqy1MyTwBSVDeOdzrBVx698kbNuRERegM4Gpr1ULX4uQPbXQ1qESXJveX27j3e//jH+EW3rwQejXYHpsSc+lItJkoY2kkANaZN2CzTm1MiiaJzSvBUG4PLye2L1zBI3WQIPn8hyyQSrKGFNibIusCHJx/LpP/SbaKIgYDHfZN8hWsuz3EKj/Mw3FGhLWr+udeIyv3r90siZ5ItCc+9AyUiYyxiEZidK9ytC4x9+/KPdnom5TPF3j9I5D7vfDekh8W1NBpaZ7BnRAFJ/LN87mMdBtuZ/BoD8LlvXwpknCc5OjYNZOg0KCmOWQ0rGU7RZWcjHmhO5DzHY7kHIq2GAqfpBM1MXMca85X3NTWohyovey++4iv+lW+//S//FH/rr/8A33u7A72jGv1qZecTN3SUUNqNRL57TkipIPLrTSKFCABkhPGbkwiLGI5Wkc2QJQ3PPwagmaYxjxkibXYAmsDabPMYNcVT/QR72ZwA+cDRKsvSClPsrDamQSEjCTkmaqvo2pDL7tFUE4hgGfvkChxGv0XE+XQ654cZzFj+O+ZP7+o58gKYVwP05+jdjTMHo0xYMVPUBql0N0ECq6lJEmx7KPkdLPHcoM5x09V5F9BdyQ8+AhsV6aIqnBDDQBBqi6fHASDoJYoixXeVArFZdTELyIUUlRjTXHutKUQFmmkclr0gN6/UqE9otaN7Vlby8RMR9MQoXfVKSUz3mddV5U4X0naW+72TXcBpQYrzp5jaufqpBCDk0R/DKJyGEwCgAHLAoxPElcvgCYl9QF0ohHJPHh0qO+rcTLxnKoZIkfs//ee/jXdPv56pZz9ru+yXUcodAqRs0E7Q43q98n2LoBemqUIZBZSc36SZDlLU9+8/HbLDTAYxsiSmISVRWhLC77sCuRlMEyqA1g+M6Lm84/3tU7Te8L3H7+C4HrjdboAAj4+PeNh2PPd3UCMYZZ4eCWCA3owEEHTteL5emZIkDoSrIqfsUTiM1Enie1gjKXJE5/UWYBQJk+Fl33VdHyLIOWHbNn9mwXe//z20oyKicWpr2HZPBfNoPXUgliqGoreGBo8MVEZLSUqwClivOG5XHJVgKUA+nstDQULCcXRERHUYAAHqlxypb1yr+77hki7oTXG93ZAuAJKhHgeu1ye8LTuenp6hynS/2/WG4/bneHp6xne/9xFUgLffe4vnd8949+l7NFMcXfH27RsAjE7rXlTh8nBBde6mbSvoXQbvS+sNrTaUkod55uYREhi11AcY4wPulf4OJ9stJWPftqGdVe04encd3y06T5W6XHaYEWCa8mlxB5oSxNNZpEFE0CrTHA20GcQ5jgwsblG2HchuFIcBrMrKn6Cu++m7J/yT3/2Dn8u6/ZVrvVE/cctUTaCWkBMB2i6JkUSYxmykeAWIBAAKGXtTvJmoosboJPE9B0GNiEhuIuAUHSJ9BNIC2Mr8nuTddJds+47b9dmdYTzmen3C9773HTw+XPD+6RkiBbls1AdEBzXAvQM6ObwxiuY46JVzgpSCejtgksc+GXM6oqVb8wjcmJGWvpr+7+Msy2ZNfMMddl5RWd12LHkDJC1R6xEN40B5AFoBJBlGtTfxY5PNF0DHtDqfVWiBcupJh0eTx/eLncDDFrB4XNfm9eRsg0frkcY3R+IV8G0CvC8vEU69l5/HuK5jfH/+BKJm7+J694VTRt9UnCPT8YcxKNNmftHH8Vzl9Dlg5BGdXX61kYeNDrhuygxDm3ymcZevo30FzqP04g2dcz852q21uxdGYRxCJWW3MF5pKUoFCuhV9xxoSQlZpkEcIMyaJxqTS8ROZLGnjczTD5LzMsmc1QN44DVkMd64uOw1GvXPaaeJaWfSuA+BD1+1ma3PiwHwybiffObk/Dn1wp/pq4yVnX5++DiMd+F6xhjIjfGtVIp79XBvRZSgdiuY4f0mDP8EXOgnlG1ZFtbQujkKLKPKCgCopRm5IPFfQqS1jXklLHHd7eYVCcU3X18TSLAM5EQDdJT1ToAUgnimcPJYe3VsItJgXVLqD3u/DvmT20xCQgnU37gxpyRgBQkj2Ggd/WsSSL9KjaV6dSg4vXSkDiBH/Sr3MBjB7px3Gtme+jRAva6wZPQyeXpACnBIQePI3fZi5IKRlD0yJiLb1oiUN2j5oPwScvvU2xNwexpVSgYQD27MTFmL8z19OML0x3yXoRCtgimXWXFwrB8BzKsIsYzxWaz0ZQurraK2ju0o7PPTM95+9BtIUGivqJVXFydWFY0UZwCS6DVMQEakgyW0LuiHAspKUN0rqoXiEkrlcEz4OxRQvxkRmsbFFWtVO6sYMXzbnQuuQCcv57hVwBzIQsfIThM4CasCqevglhnksTFIiQZLD968MIB7Q9cO0eRRtslB6z7mxeA6AoEfcdJ1CMZ9YKvCozBrXqVug5XgrnGtz6/H6qZRfcjHzKMkJSW6g/mh842cQfZ4DheULnsN/5f/x2/jj3/4kxdrq39g7/+2fX4LwNI8ZSeljJwdoDVF3kjknLyCEoG+jnpUhO0HnXtAc56e4MoRj5qBKN68eUS/Gaw0j7glqCQ9A51ptzkLLBuggu+8/QhvP3rrpdDbSENs7cDNOqqnPM30V38mmWuVFCwG007g2vjMJW8khLeO2lid6+n9E50ljVFOJkCrFa2FmpqBpmjacG0HgOR8UBkiHRWUi700Vta87EiFHGu5FKSSocjo2mC9TS5PI9eOpQw1w9EZ2dMqx7JsBRc0tM7S7K1VtHoDYNj2AmsGleIRLc5jZ4xiymnD5WFHKRwJ15iB9BG63oCUUfaM1g70XglUbwUfX5+wwVjtUTgmvXW8f35mhaWUkUvH0/Mz3r97DzPBZX9EbRVJGA0W8n/bNlxvV4J1mdXvchIkMxwp0XBpiiwJ5jxCAIYztLeG4/D0OQCXvZDjKDiBEO+f0btPT0949+k7vP3OR3h88zgAPbUrrq3hzX5BcR6mXhuCR65rA7qyslrzinrOebWmGcE83bzd0DqAzBRzyxnVWKr9v/tH/+KV1fYNllNDMQwEABBTp9IRqBBEmqTgAuvT4Z5WNmFhxJGtlCLz6sNWW5usv0RxmUgDjy1lnKjj0EhPTALqzk5UDWO1x4fHBzRVtGsjaF6A3M3nzbRFCUgbukcPmcvLIZ9APe3ysONxv6Cr+prytEcfvnTSnwc77t0whw0JFhGADKB8+WJcZz59RKq47hBAswHmFW2HnerZJnD9zcZrnel5ofNIgHJio4gLq6/FO4+uyfwJAMgjXWtcc32No59T/4on5zDIvJytZ4/RemEPrzrPy+9Dp10c6C/sowUQap99v2Eext+LXnt/XdryMvGGweP44hYvrjl/LhFUA7x0xx7CqeNVcgMMXPh31TAKQAAzKv3raF8xbc2VSODs0Vxa6x2RjgO4Ias6QIyUEiSqDoRBDQyjJwxwdQrjqCgUyKedUDy2E3rsGzxkLupx1IIuMtiDXuAZMqbjfmszhL795V+O2VTWfl6tV4YfJ+cNAeAGYpqCtXuFgtGHSVzOD/lcKyixPt4ASsbEngqfR0MuD4kBzKwXSTkExoRwA6W3GFQjxgLAOVMTgzbcIDEFetMhuLTfA4I275kxkWBgGm3AuR+njq+fvQZ6DWn38vD1o5hz/uEphPXV0LyXYOyr1485a4AF5cr88oWAGhtKXA/AjBbA0BcgGOk7awcGa7+vv1/HFkBQN4WY4eiNvCGDJ0bdK25jjbFUMDfO7OSzAeg2jyILglAzQXG+B4hXUUrOT+I8EykntNsVvVYAHVkA2QTIu/MX8b5JWAkuu/KfchoOoPDM0zigfDUEEKnYnOckhLn4nBDQ2xWerlX2CQD0jpJpjEkWqL6B9IKSbnh4eMBNbmjdSDaemQ7DKKJMXhL3pqUFkDUBUokwX98s1cl2C1gNygTJ+TqkJAds1H0FXPeq9DCrLcrcnXyjAkweEafgw1a8TLbNSjJOtoAZtKnDeIw/RTkHem/0WqbEVDsRpk7wzq40mnvV+XzVGlMk3OhJQj4U9OAYmOORc5qGq3EOdo90gABdBYIOViWPFAOOSnYAM/bgWOPdU1Jeba6IRkW9AI4Mc05EFcF//q/+FP+vv/fPTjLm0/fXb4Gin3cT82qATBHKGcjOi5MsSODnBqLWYLWjeSQJo9EAbeSVKkWxbxmyFyqp3QikeCU1Gjucb5x+CiSQk0c653BTtJRQ9gPPzwlihls9PJImodYD1hPXR1AQJJ/b5nIR5ryWnMtlLx4RTf6fkujQ6B1uOZJv7TgOx94ZIfl8uwF4B33ziH1/gCyyRDyCKidGeaZMWckqZ0ACy4ALhCCSMJKpOjiVE/mZJKq15YRsBXZUpCwEj7pi2zIEb+EuJ3rzVaFanYg/O1ibx/pTEz6bHCTgxk6+ppQcgOsQZHSrNGBrg3qqaasV9Xagdcr7JF75zEnCW+9o1wNQ4OnpittxYNsb08+w8114CShWDQXgKTUCprillIBt89Q3glP77jxsathyGL+KbSs0tFOH9oanpysuJUMPAmRiQMkZWhS32w2340A3xf74gItHd3RjZK61Dt12FMGY15RrnX30VNwx75OQSyZxflisGdDA7mr4H/7Fn6K7rhp2w9dldP3KtNuz/zL10hiBJoLygx8ApXjZ8qj8Z9ykLYANLzjjZ6vvTeJgTujhhohyAbDIphHtvwAVFsQ6CGCEJxLMiV5OB21QE15vB96/f8LD/ohUMvK2sc/G9ZrrBliHaOi2vE1OM6sC/ngwRjNL79gfLyhbQVIb94R0B9uXCpLeNZPXq8qFvr2iZtNajXm9nENFDOa6U4xR7L8z0mnazgA4/rZUMDOBRCCmYMhyOq5lHDM+R0ekLALBfWtOqB4OiWHqDHPFJN1hQZ4XNHRGh5dOptRra+5DsTMv7f05tro8791pr0SBjUNMTus+zNfTE3wBsWB4mYXFz9MYV2DGy4RNgFgdd7q1OvUAZSv/VufiVIn3CL6LxBuGg/JXGjwCXjfCIw2MD9w9gsgFg9lYPBQ4CUg6hD4vF6BUCAY538IX/MyAdcNMvBw7hFVB4u0LHJENcKSPa4bi2/ukGB1IrclA8iCLEQNDKQnblsf9Xh0XzAUVqXNMo2NJ16lbE+0mL4DMxWXxbBSX/HcaEOqIuZpCOrk5UprE40TxI5AYLsQNA/UdvZyhoy/aWEUTtDg/IU4rbSDOL0biA3/bcs1Xrj0Eg+B03R55Ux9a1K98NsBD3y0G+OWdSK+MwPqW5su8e3ZbH8KF6cAszTeCecxQbnyzHCo+Je+43Kr4myHoa04o+PnZFsGMQIVwFop3J49IPbjQcuFl0JnGopOI7StG4f6Fbt1T+jhWHaV19JwBUYhGSXmv6uIGQG3VgU2m3JJGQ2A1g2uaoI2ooexMEQEcyEgJsATtGX2ke6lfzz1lyYHU7ikDSVjxxWXakKExsSz65ylaKSPA2/BiDCDSDLV3KIBiDvCDVZ1owIzDYGrY9wvoBQF5RoQgTCkbtt35O9B9p0tDVqdML/eo5ijwSh9cN0NZVQIbIfPTAC34T0oksdV2YChRAWgIhje8QZFQIQ4HpSEf7xQNEXKfwMb6XAHfNW3V3EObhIZKEG1HFZNY91ElTNwoW/T0cZ1IBxGRUeXO1GBJRxSYmZPTSncOo3EFp2rgrqg+V6Eyyqs7Q5Sn5AWoGIqJe7EisT/FAPuQuEfYBiDBMWm14z/7r/4BZiQt8NOPn/Djnz59kaX1bfsZWu/N0xAcPOwVqg37foFkByXMwRXp6JoGsS2rgDHFnzKfAPW2b16JytAqcytvtSPlhu3tG0hK6N3QWoNq8mgjRbZI5+iQnFDbhvb0npGaDlaRPFuZ3uEprzGVgmA1KiOGOp0S8HDZcTsqcioEl1Ny3Jakza0236cF276hlITeFbej4na9Ie87ysaU4CQJZd+453oUOxD61QS1Qw5LIv+TJMHRG2plKphmB3aVgHUpZXK8AaO6l/UMbR37Q0HOwL5dAFPcDsNxY1nwpAWXhzfo/Yaq1d8nZXrrHcmrmokkRh4q0+6ap+xFymnvlSlatQ2EW4yA/LY5/UNnSmM9OiOGMsd0OGsX3ZtRkQ1IBV07gndJhZGVl32HfPQd3G7PBIhGOpvier0xXTkJU8a8gpmqoldFOyp6FB7wvak5f9I0V7l3jPkjCc10cKWuBRlCaU9ZnIh9bGYwE/zOv/kpnq4ecTL0Z8O751/RCmhfZzt5El9+fXzyyWKHTZtKALz5wQ9Qtm0YuNw6Yl1PUCTU3yQMXn2ZuHK2RVYbZdxy8A6tuIsslJ+0r47jwLt374G3Cfu+IZUNOexDU2g+GEBrChGn9dB5zUhnW1VlMyOxu+vHI3VN1aeensyAiJ4aOsNrw46Z5iS4G6txHtEBWU0IV3HmNaftFfpe2LYAhoNpjqh5gFY8aRqOpbgnmRYMsmTZTEtGAHREwZPVNDOMRJ9xzvgmbI0RqrTY9Uuq4IcHbP3whQX06mHjd8ce4oOw+6dON5/kfOV44rPhMyrQxbkDT7jjBVjezcgCWno8gyfCvrZxPEI3s4hKVXf0OYYQjkOb19b1/K+pfWnwyCRBPfcyOHvEvawaEUPwBYtlwg4rGViN6WE9+DnhhZ8EYXFnWuUWgikGS1aDQU5eN/PVNga4UylZy4YSi7DTShgLOgwIJlgMYzx4PL6YQS1+bMJ4tSEI4mekkyCmqwNHQyjJECbqCoaOnPs5iWJMLQb8BFDEA34ZFMBOPz7zuLvF8VmXO39mrxxjLz8HTouQSuB8v+O5xnRa+m7hfV+XtZfbxjx1Tk8XdnHiOl8RAgELOLOKUT/CBCIuduPdRPTFerNlfg9B5uUjYcszR3+8H8OjE+N16vsqUF8K1xXoU5u8YbxelPk9C6dfW/CoRzlpT6tKTHkIPSlSLa7XK5JkHLWSVBCJqQKSvYJRWqoh0puw5w0lb54WKTArMC8nDwQnSGww/J8wzw2tz2pva7QmAMAiwsmn/6jiRVmjMiNXYIrqShhlC42gKJUMVyJik1NVWNdRujt4BOK+JIOlwVSKwpRgWjeBdVcwypRl4SEjAadCVSDJOUOAQVao5qlOIcNFICmjlA3dFLUeLKMNQfaorZGuCgPQp3K4MC5wmbmU94pm4VkbYuGM9iC8PFCD+jiZ8xIh+IVsvmumumbedQC76mlE3B/Tko4d61rgZKQL0AMzFKRzxdGQR5hjieVePEKWKh6hnNx5qoZXdSp5APD/+0e/486S2DA7jlrxT/75H33xxfRt+7m1d8c7PKSde4AaK2J5mqxZGeTsSfIASRISdq8cFrxmVgiIQzyeW5gWmvfMKF811K7oRj8fy6s38v5oYuns1MccEgdC+1F5/yRImcBq8Jh5fDTCZIl5WdvhYFJCMnKT0eAkjxEjKenlV6VBxxQ4Qy6ZkVIlIyXFUYNIlIAriXgSCfSB4eAZ/8XAhlMnOf9cote4eQoWo6gycgJEO6w3wC7I2UaKszZ3RaqDwrLh4WFHEkFJBV0yaj3wfNwg1iCWcbNn1EFAnpEsobeOJpVgspOYR6RDbwdqq6BjoHuFOII4CRmmHLvkz6EKtHbDcVTU2pBTweXygO2yOT+Z7y1h0lhwqjUa/F3Qncuk+75zuVzASmTPPtfIl6Xacb32sTcK+E4F4sDjArQh9iBgv2wwyEiR7sqKpsXl8agS6Z/3xgqWodv++cfPeLrW0zoxNfzxj97jevRf2Fr8Jjf9jIpNqZBPKAxnYka0q95+/3sQ57OKtRXA3dBJgGGTyAhFGWjRAIUiXW3oW1gAgLh64t+1VTw9PbE6YaHMyNi8qn1HKxnSAFjcM83rY7H7TraHuCw8RhRKRIyEzh4AQTibTqryCzPGlp8TEBuWhNu44x0ggJs7oOnU6zCbp9Mw+qg+5quRs9ofw4aIY4Kv8/5O4jaUTIEpy1VDfxymF8vhIXSTFbEZOSEnGyruv+os8cu5L7Z+u0yb8+GG02FLn1/e4O41Rf9fsZVP70pWDCO+DZKDuK+NfWboaTb1tWHjLXpfOAG7LmBlnCNuo9nChbvaa/fP8gtsXxo8Ukno4aGBAZJIdJom75EIPOxWAOseNQNMGjR15dhLUmNOaRhzUCXRCzwWY0zAk17LcyLMmafP4Vv/jfDKIZfi5WGCAgG2xB8D13IPcwiukwv+M1ssezt/sszJL/qyYwFGfiM91XCF/zzJJ6rtz3Sa4PYFZ1cYOXd9WL57+TmGUDgfdw9cLQIi3uvw6L+ykF+56xSItlz67vqnwV1FnY9H5ErjteGZmuV9GCC9vrpci8e9CrA4uMB7hMDG2Gzns1kQNyE2lTEei6AZ11k6bK/0kcfF5jhBt3MK53xOw3oNjtWI0vvcef7NbM9HQ0nmJMmM7Cg5j6pRpqxMUkrC89MzoMlJO5mCVsLzNdC/me5ECCpD3NhTSxBsSCUzilC4UQeGrLZwWCkB4pTdS+6e4QjxHpXOnHOHsiIxxcQjMYMk1Dzdat8SOXQcYomoKpgxtc6rELXW0FvHnvKI7AFiw4vZmwkebQbtwX2yKhI+Dz2NWXIHtEF6G5VVMgxmaQAnMIJHZuoll8VT9XaUJKjHAe0YEQqSKQW1nRcmdRgP/R46KoG34A4R5yJ6LQR4iBqPIDWVETYPTAkz5I15VFbmuot0W+2K2/VALiz1nd3wipLZKUSbAbPSEQcvaUdOr2/dInLqxfrgBhsRtRG5ujodAMOPfryUmzYgtYS//Xf+25m2/G37pbdPjvdIBdikuC7Q3XhiqrKoGzJTLfLKbBm5ZIIskmBaoNpxOypq59xjRa4NhkbumM5qYTkldO0j7Uw1IWuGui4YzjjtFb1VmBpycZ4uE2xp82IoGAovQAejqeF2uw7QJjvQqjBG1+Qw9Ljv9t4oh7Qji2Erm6cI09mYBCxprORFsgRy0kU6FhhBA4hHck4ZEy0MgwA4aifXCVDJhWQdqR0omaBVTgJtBN9VFciskNaOA5oTBEyxSiYQFdyuHSkb3r9/j6s9oUtHyRtK4TMmJKhkaC7Mn0k6wLt6qw62eXpX74ygbwpJhTIDHlPl3Hk4DtcIGaGzP+zYLju6KY5bZYRWpNlSAsH6AcPGPaJ1IKLE1EHGnFBK9jSlhMu2wURJ2u3k11vZCCKmhH7tYz8KNEDg8/KSkXNBKRv3O+Vete2b87LBOQMNR2v4+OMnOnMASAZ+748/xp//9Bnftq+nXT/+5IPfSRJcHh8RmSjAgDhwebgApcBkUAWuZzoAAwC2pH9NRZ6RgWB0ZIARfpPWFdYajlqxa8deSCQqmhxILxDpdK6HzPJKe3Nj919Ods8sUMH7Affct6+p/iekYVwMdyZLwELL166yjCgjW4IOxvjIOGEGTaw3WfQXWTuy2mFYjDeZx73C6xs2SJKzxXoattMoGAYw5/reyTpb7BGeOfs4HGwv7Me7y9/9/pqj/PXnuP/+3p69swmHAYe7z9PycQBH3vPRp2lPatgCC3h0su8wAXVdgKNI+6e+ycyFoDiwJTIJZuiNFUC/jvYzVVujUUNjiCVXEyTRM27BmQEqqej0BCcxpAzklNFax/B2+vWgNgizCzzCpr+cCWtqGnObXcyo3U8zAHCekSUq6W52rZXPwkjjgTIW4YoMfrG8wmWhDgGVBnErJ5nez90PXOrlQSkUNwfuXhVg8XzLP1+052cB+vp3L9awzb/CtrQ00z3uF9Y4Rc9G3npfs5lZExXE4ACaqs2DxjmUuivF1D0oOAEXO4ciYr5f03ldgn4y7zWUoHP00hetshD6U0SPmEZO6/K9R2UPi9uVrZdpdrYO+3xmJ2C2eDFJERWRg+PEXEkWwNnEFMRskxMnMiWyf4gT5Rvc/ujHz/jL39nwm2+LL1/ycI0IIvXqdwJXasnPABPkbE6uyndTpGPPgt7FxxV4//yENykjpw05okmIKvJnEnrIJLhruHaKzAICTPfi8cnBo2YdYt2VN57fTZFdOViBSguEwgGUQbLdqbyXSJEKZMjI60TSSI9SEnhEqIOOIBjShSTTpN1Ql3s0KLnhdSpzqsg75YWaobaCUnaUbSPnUwvlg0BtGHupG/LGSm1bLuMekf7hFIM+DolWBjKrwyQnyXQjliXtM3LeIOL55r0P8Oo+BVQww9iTTc4mfh+yRTFUZDX0pjgqSWS7g2TanNR/i6o2Hp6csoNN5Krpns/OymdrEYeXbXpmMYWag4WqnBetddTaBigU2R7/t//y7+Nf/f4ff4XV8m37OhujTPjuGPVBR0HvHRlTJ+C8lMHr0XsDhBEdqQAFgqfn7mlKGWbUKXIpyA7UHMd1ADMAKyWOyi6ur+WcIQCen694eNw8yqQBxj40GDZfz2oKUaD3Gc10vT2TwNgydCnAkgoB+VbJo9JbI59mSoCyctxlZ5oZ4AC3l1U/bg0AedGSORAVivtUBwAhR2fonbE2cwFyznh8fMTT8xXX59vQN4lRM2W4eIW3lgBBhWhjFJcJkgp6vVFeRjTSIL4Anp6ecbMnWAa0UMZap/NhK+qOmxnJ1GrFUSsjj+CVkTwiRzujv5gVYOig46NsOx4B1Ka4Pt/QW8ftesPbt29RcsYnn3yCh4cHXC6XEfkjwoqRMAzDREBd3BKLKGypQPOG5pQL276Tj8mBtpQCVXfT0J0aI3UQBN63bUMToGzFOd2CNsDndQKgJCVvveNHP33CP/hn38qoX9X2k3/3Jx/87t/7q38Nb777HUbh3tlukuloCW6kFTKYIBJOm94sGkIAs5QNKVOGEUBmpFs7bp7m2YHeIYs+Oy2TyJq531tfQ4GDoeIuAAA1J0lEQVSwfBvAy/3neA2HwYm5aTzSjBriyS6Yxn8YgRYI57HBK2LL+Ih7fIAUvMnMzLgHRe7aebA/8LCLHnT3M3WHnb2qatx72iaLPexnnr9bR9mW/rx876HfzDiOaVeux9zHebwwo8VePMd6+9Bv5+tY+7/CdevvcyDHteNd+LWHOj1uStA+TM6pd2Lo/gEWdVvoBjArZosZjp9+gn694utoPwN45F7MlJzngcoLCZkBUQHtDk7aruTsSFmwpXIyVICp8PN3BcsC21SmI6opDKIU1/bFIRjH36/zuM9KEj3OWz/31R6e+/iO6N/kpehtexU8egEcGIZxFpjDQNbFJ8UXJOoTVwKTyChfeUKcx2PHvRTnPMyv3s7A0cvxvT8GC3B0/v5sgL1ylWWRT3AGNquIjUXV+qg2E56Bme2ehiAFHGQLIWbz2qYGJAO5sHwpRNWI4Y18+bwR+RXtlBP+QvLezwk3Z+/CIlXnPL8Pn13R+WEIL9+dDMWlDfAihI0mAB6VEqGQAqbevNLd2BQNv37AUbQBUDrIFulasX5hzOU3JVmq9Doq8iXpaM/v0AB857vfQcqCWhuutwp9bpBSUS4PuOzbICZWAB1KA1AyZGM1PEsJVgWqFVU7tuOKvO9O+hp8OuLKwwSkh/fPzNN1PRrJny8J01RIOC0ILJuXW+Srp58oaJQkVRohxwFIwuUCbNuO/fKIx8fv4d2nP8Vj2VDKBa02cmPUBvHdsWungyFEuQMbunhZ1AwpFWhP2G8Ky+TiaHBDxhR2VUi2AehE2qWmDPVy95ISeVMkA5iV6HIqTOET54Jx43F3ok3N2ddlZ9RFY7TZOWVstgB/RhSlql8/43Y90PuB5jwlAqCUQqOyLVVTAD9HIc4tcFTyu4gAl8tlzk0H+MYekKICTgGk+54g0KHIKctoi+Dv/N1/gP/m//s//Iyr49v2y2rVKoCELBlbuQzuNMB1g1SQyiMeth3hDEmJEYqshsv1qK3jaEwz653VwdR2vH37FjltqC2hHowmgoNKyYn8V8fV2lhhLYholWTavSMlIMvOyCRw/6VsYKTb5eGCWpkiJiBAUTuj9CQZSkoOmJnL4uxpYrHeIrKPcuX6/lP0+gB7fBz7qjrhd0oZwZ1jmrHtBWUryz6cYZ3FErqnhAXheM4Zl5LxkDbUpyvq0xU5Z5iB6bO903mQM/K+ox4Vx3GDOeFp0DHUVlnl0Ndm1YO8PibY922S4HemxNXbgSQJGQW1H6jV0whVse87HrYLrs9XyLaxCl4q2LYLtn1Dq4rvffc3cNmveHr/RH6YT9/BVLBf9sHNdk51NaZApiVlBWDEl5E7K5c8ALHg4rRRQU4d9NYRpcoMwmnwQ4CGjvefvsdxHAPESjnh3dMV/9Xf/VZGfZPaD//NH37wu9/6n/4NfP8Hf4kOH8OiJ59xDTWMtQG4nuKVAHtXvH9+QioF21aQxVNBtx2pVmjPAPqIvJ5Wk3qMvsfqO9Zist6dv3/IXDuBP/4zh40WIZGAO2oYzTdAkLi626Aju0BmIIa6gzDIs8PHyMCHACPMJeTrdhpwXuOydGBEQH2mPfphZEkTHQqvRSmvpOoTrBsdmiDbKyDPCW46AUgvDZ/XbVWJv/ASzRPgxWU+Gyycp06ZuUJQw4ZdngcR0TlAqSUQBRMoGieqDb7ZKGalkU64Am0WfM73/fjFt68EHplDZjHWaobsxjiZwGVEiNBYiZw9hamHFpeMfSlNqGboTqCdU2b6Rs4AdHpqsAA0CkQIj3UbTyLLSwIwyQDxBaeEG4mTm8JBhAFs2TBQ4poTjTx/ZnOmvEBK43BbJtv63Yv1uwoZJ9WgUiXLuYuxFz9dCH8mmvxas5d9OAM+EY2V7w+6W+AKWP7g/WfklZw/e/VYeg/5PlbSOn4fFa9EbRJiBirvIGSMd5TofrW0ohBU8rJL/AiMmeiYc2K+t4Clz4CQfzs+i3msiMogC6hujOgYBLkvrpEH+r3gYnNs4p/l8/A6q0bZeO/r+n7URslwEaDLcm07C6tfxxbYYWzSM0KR88daw/W54vHxkUp9Y/lqKw44OXjz7tN3ePPmAfvlAcgJ7z59h+vTFQbDR9/9PrbLA3LeALCaQt53B0zXXZSKQxJyDpgKSz0bYHkCrL1FZYyQAQYk4DjaAooDApbnFhFc9s1l5wRXaO1NpaXkDOy8Zj0OJ13NeH5+wvX5CQ+XR3z3+99HSgX79ojWK0pnH0UUueQxfrFm1hRMU0XGG+zlAYCgHx21HkgNwLZDhNXpSJhbcbvd0LVh3/OoCNWbE6saI1wFMl5iVFVSc4PXHR18z0znQ6Z5mkpiBC06nExpzgm18RwRORiRfCklr45uI5rneH4e1V1yYlRB7KHWFK0ekMvuPE/G9a+G7kAv05AYbfL0/glqD7iEkmhz/TJlL/aDKXf+7M8+xn/6v/svTs/Q2q8vIPxNaBXd9w/B7ahozVjKvmwQ2bg2s6BaZcoYZOyPTOECoAUmijdvHnDcGA03vNemI+ox5Tz2l9cia4PAOuVEwDMxykgSDaTjuMEA7JcMT0jF7XrD7bhBu2LfNrx5+wazZL2X0FZFh+C43rgOwfVTnGcslZ1VDZ2oPpWMy8OOlBPeP19hVgARAi9HpZ76sEGEqXGsFleY/uo8lq01gvjJ+diUwFfRG773mB3oriimw3iIapFHPXAcB3rrKJtiK8DlsqG1iqYsgT1I80vGVjJwGB7xBpYMXQiyWwfef/Ie0AR7a9j3DVDg9nzFdimotxvq9YbjOBj5lQQ9K3oDtAO5pAGU326VBN2SBggWURrMFAASy5jRo90JOktOSM0GwfCqXAhYLc/8PdVacdzIw8T3vAE3RoGiKwl2zZAeHvBYGyQntK44WkWvHfUgV9F/89u/z0ql+MLm27ftG9T+3R/8a/zJH/7BB7//3g++h7/6N/4qzKZdN3R5MLPEFGi14d3TMx4uOy7bhi0npuvuBVorLPseTVJEvwYmcDF/xQcsBB53D7S6kIw4foBRc5M/kqYQGwH4wK+GienP4k80fgcCS4p0e9/n09QxZwl3Hc40grRTZovrFx9qn7fmPivQ4bOyLl5WKD/biR7v6Pe4v+fr57z8/A46WUGpD7VXHids6TnP8MqY2Yv+xN+zW/Pv1+yzEVgCGxGxYkC3PkCjPjhoJyin8XkASub669csMH+mtDXaTwrxsN3XJg8/Sl7hz8aiFwHgpT1hYIlZlSX6ws9PFAqjLTrvBEdm9M4wkMf9F1Bi/INXj40DZHhwX94ruEVgUY9rfWZfxFgQXZtG3VjwMvviU3De/wMLUB1kGeilGdbAIlsebk2zSJJHZZX5HF8eTDovy9ejpc5RX+sxQ/ydrrS+P37wimIaz+bXivSpFBE4p6iYCZ4NwCTCowHCP5Hy8aL704N5/nQm47x41sXLEKWsX46KLMe5YAcQ6YvxVQgQGMPzKUnO1+HoTeACwBwDiz7xvOwRgdwYdSjmLyKmMIP4AnjVF0LRN7co93ka7W9+SwY8qKDcOupP3yM9XrBfCkRskMFebzfIcfNxb7jdroAAjw+PEEt4ev8e2jsev/tIUMehyLKTxLW2hm58nyZA0oRNMgR9mTMCyRlZSAbZtcO6jGqdK4E2HEcILhtFEC62meoJOHjLdJat0LBi2PcGSy7hUoBNZ7nMDYtRDGaGvnNtHfVATgW9GcwaAS6vuiMFDoQY0vYAyI5ugl4BIOOyO1E4GAlhXVHyhtpuEDBCAAbkIrhgx7t3B2614/HNI3qraEdD045UBZfLjrKFly4NwnNl0AY6lgitRU5wDBOjf1xBbTXK2QvKJsg5oauh3aVUeykFjAvrKosDnOO+2Xp3pUDx/O4J+8MF22UHzHPfW+wOdt6rLDi4GJUwUlBB7pX/zf/+b6O2NrpQW8dxfD158N+2r6d1YDEwGD2rSEiaYUVH6oVIIrCTEjJ8bVFYMDLcI25LLpQ1vm+rkz+HjiGQ4YVnBUTnM4IOsvfWGnuTFPuljLmZMiuXwUg+bUaS64tcCH6IkG8togSdUB9Kavv0+IDqqV8ESw3aDpg27IkRQ7kUqCpqrQSQgeEE7NqBxqjO8rBTHiwGHeDE+q1Dcsf1esO2b0g7CYHtOBhlkwoEHrGshtYbDOoE4oxQkmSQbGhaca2APT1h38tIOTADchbkLKhHo7xNGWkTIBXccMPROh62BxRJBJe9ElttN6TM+9ZaWV1NAEkF7z59BzXD5oA+XxyjzKhTz+h3SAKz/Kiv9h7vdMqypAJNCbAOkwKanTaAwt4V21ZgwEhZfP/pOzrZEsGnkvNI6WPkkmDfCv7OP/wd/PTTJ36O6WG/fSujfq3bfXr4ffvkJ5/gd59+1/867bJ4+9FH+K2//tcgSdBVcTsORj/mhK2wKmspG2xv6ImgMHqHovmaduln0z6jzrXc5DPaah+smQhc9+R2hOBEhj2iwv0cOA+jgnQE8KqPKS0Fk7xLwymuixjzBb4GOyS5A1niuDnqyw/7TGDpxakvv737Odvn0Xm8cJQuN5wR8C/78SHQ6NylOPjDmTiDumTt5jhc7n7aeB/x17RTY1+et48xXyOMfAsZkf5xvkEHfYO6TajjHL7U7jxIOq6pS7W1r699BfDIJ6j/NYZ1DDqNZQ7MNIDD45LGRFiH+GSGA8AkbHWQYNwxQvDjLWGZmI4QrhXXhq3tizj6ygWezp7vAKDwGggwoJkh5E5j8NrisFjPUTFg3k/Gi+f3rM4UoNMrIMod4CGAR9esx4CpDJiC+D4X9AUm8UXbKoA+F+I8h8+9+C0e5XMuM6ImlgNl+U4MI9ya/Cs0kDl3bEQBjIXpY0suCEOzhrSMk79IgjdukacQEjbvbwjFdH7CiHQnMF42hXiEgdlJIvfMiGBZ5t3KXSUvAb5BH2ivjGl0chnY9d6fOdhfcELc76N3QUzfyPbu1lEA/JW9oOkBq4BpB/SCnJOTLxqkCHlI6AKCmaeFlIbWSIzae4PsCdtlQ96Y+rBfLgQBmpIrI9NblTVDxJAdwIniIGJRSjqhlB3mZeKbdufoSCMlI8JYw5MiWSA9Q2RWSAKm/FQ15GxnWbwoQrYsgpjfCiM3BhjZozActeIh7yC5beRmA5AChaAjewrdjiTF7UTO3doOINKUjbvrtd2QDGj1hloLti0PjiFyDnFfqQ7I9N6hJsi5IxVfb3wAXzuUA0FgGLuFCJ9/bvLzPwlPlIQXKABZB5edvJVOFF+rwc2UEsl2zY2xuH5ndMUAuYc31b1NOtO1KS+SV9vgf//l//sf4dN3z6f3mJLg3/zRn31LcP1r0Oa2pJzvwHACCEIHUNTWULxKZNcOVYFtBTlTB6rtGHMncOVWCYzE2o6138MJoQpDRlJzXjOPKE8ZUEGtdciR5JUTW2sYka/G9KW8zT2vtQ4oo1pSShA1gqA5A0bgRrUP7pLeKsoGAAWtMbWT1cQyU0+zoCMig0L3cv5LACpBes+HTgaIEkjPXaDdqzFaH07DJAJLrDip6NDWEUF8jBqEp/SlUX3sqPBUPQDII/JQnfZBylLdbTNAG0uNO6hGJxBlQa0Vx/WK3jploIhHdzUIBCWLA0chs8NIiWh58ep1eeifvVaYKkopXtWOwZYn/djlcdeOXjsajsnc4mEbtVZAyUP3UC743T/4d/jxJ+8B2DB8MoA/+rOf4la/BYq+bV+u9d7Rn16vnMcUsD8A93UDhA6eLRd897vfwd/8m3+DRN0bQXJRGYVvzAgAS3AmYpgCbJ9r70zn03CyyVLN2YAoOR5RwgAdvLyFTNsVsc9jrLsg9o4iUiN6G6D+6XypMxuGmjr9hl9MuQ/bVj7rUT/3Up91wPnCL5zTH7qi2y4ne2c1Ce/t7hfvajGWVoRovJjzZaauG5/JnAyy9oVjHNFi076k7he3mhFpGKDRkMmux3k+zDh/AkZ3kUyARyMtwJHOCKQvZpv//NqXBo+8iwtoFGFdTKcIbp7I0VPRsXGPsDvYSJc4Ay9uiHNn9Y1fcJqUMsx3cIGEcWMglfAEheLIiMgYAxvnxOKMZxsT8gx+nF/mHSDjhFtz0fnkm/bKyaCPpzmTLwNTar2yAAUeQr5+Nkye5UM9IbgnEm0fssmTtEABy+y28fMD8M+rk9PHYwBqtg7mi16ulTnFwZmYVzAbXvUAZ/h6ee0kJNwkx9EEYNZnVNrzbugtFRvG61/POT9p9ERcETzVe7DXnj/mgo15lySiGPwarpTKi3knyz0x0nleRDlN6Tf6IBMVmtPL5jHRJjo9brM8ut1/9NntHj36NWi3ZniCwjZDVSXII/S22lboaRZg2xK6ct5pn0TNR0pold7a1gqNqi0hlYK9bMiloDk/hCnnXQKrzXQJrwsjCRQCmHvzVVAkQYVl47syXSsMpVNqrUwZOP4e4mSBylcxjJh3viZDRAAO5jvgIxg8KLlkwAiEdYRHGWDkafEnE1gqEEREkNEwM4yy47WzPDcVMBpGl5xxu97o5X+4YNuKcyR1pneop2S4oWXK0tbWjWTeRqJyg3vBjd5G84EQlzUM8ZZhbMUzppKRBRPYMa9wFClsSEN2TxkKCHTqHY66zVRoGvc5s9R43gojAXQqBclf2A//7GP88Q9/ApixIlXO+Pu//c/x7v3XQ474bfvVbAYqn8l1Lp/Gvl8pugpqq1BhlJAZI4VUFXlLKImAklgaot1AAIVXzlPlgivAvcPCOPI9K+fkqWpMh2rtYEqU72YBsqZMImmY75eJ1d/QDVX7+LzkAsmCpoqUjWscCWjqBQcoS9RmBciooFbKhnLZYCaorTOCMimQZERdafJFb81BonA4cf23RiM1pVAo4ETZTI3pUfVEMPgwu8Y5CdtWCNCY4bjdCBI7L4u6DDIhh5RkB94g2PKGfCF4xgjRftKdVRtaq9wDXK9uNuOj1Vy4G4Zs4ntjxBaAwY9lYFph6x29MV2wWBlE15LMQesOVs1bwLuUyNUGkqo/XW/4wz/5c6iy+uh+2fDP/+BP8KOP3/0CZ/+37dvGVo8DP/6zP3/1u09/+hYPlwvQG3o9YL0N2osE4Dc+ehzFZeQ1AOULZHgH1hN7PHAPKPEyESUsECjISzuS1Bb7LG5Jm4cRmamUwZcmcF0zuJr0LqAhbO3V/nnR5/NndjZkXzZbNoLPbK8dc2/XTjvls6OSDDPtbrWE5lWnjf/yjuvHAdVFpfaTTTp66P/KPO7Ul/GbzPtaAEFxTMjcyBaafSR4ZIseqSPCKJ4h9pOIOIKdI5EG6GSzaFQULvs67bOfLW0NGEZweE+DDyQMInUD6OxZNdRWsbnnC1E60T3rg6xYO/kpBkGpLPcEvdcgoGDd16zIWMgOFA4jaE6QebX7+WHAUOpPE9P/YwpGX7oj53Pjk7sX6WD46UarPX9O+1uuJEBUrbtv4eW+ex2u65CrIDz0bgOxmoU/eaSsjEkfYxWL4Qt6r3kZvQNhlrGAnAVEoB2ypIkY1WC1MwfPBAddWU0CrczBf5V/4TTomFJh1apHH+7OHAry+RpzsbqB+8q43Pcl4LcAwE7jIQJE9Ro3rqnav5xL7M/5cVSZShVMBDGXPgQcxdyN9/vzQqe/RpD7l9qCnLV3Ra8Ku8DnbkSHGMjmrLCkaLW6Z5lznBwYGaUUMFpase8b9ssF482lMABAUENZYlotKlb6f009rVCQS4PkzdMmXDZl0PscqoHP3R6GGRbPXQjIASotUUYO4oasC5nC6cxopy7Nyytnpl6k7GTdgqMyXc0gkLwhJ/IrEbhnVKn2joSCvO2MLApQRikLxIEx1QoVr0rWvbKZsVqbWYd2w+04nA8Ns/++sSYljxTAdWMQ5+GQaZgl8ShGAZAGPxrgPEZJSByr4hWiZhEFs8nvl5OM82LnV3UjehBRNfbV71bKhn0vsCR4er7hRz/5lBwpCBmY8A/++3+J//YfRsj+t+3b5sY/lohblz/aGd/HTYJcNyrq+z1BDLWO0hN6IQBudiZv7brKhalqG5bqW6pjDmvJyIXrnxWzguATAxhuAuSuKJIRKd7cS2dVrnE/l0UlZXRpsASIRtSwG1LSga6oR0M9DpiQdDvvBfvDhderDYfdOE4J6MmQ9jT0PKLbOlJ5t0JAhxURCWLnBMr5lMfzR7Wb7Pw9BLAYWcU0ugxJglrJz4aUIQ72iwikCJJlf46haaLkDeIV5rpzWuacBh+awKsRdyehVk9tKR4RKTL3HnjkqusaIh0zD1GQE9AqgSiFQiqmri7ioDt5YWiIKVpv+PjTd8jbxpQ0sHDCD3/0E/zDf/FhMuRv27ftl9Xev3+Pf/zf//9f/e7xsuN/8df/g2msw8UCMMyFy2eCG2zDeAeGoVd8bU+wZ7FBw05biuTEF7JkTPgFGZmYi9MFGCb9Bm3VAI4CLAof9VpJGqdrTvluww5bgZqXLaKuP7+tlm20V1LGVuf3Z7TPqg8+0sBO/ST4lgZwxqusXeAruuvThBdeDdiadlhEpOIEHA1bK7KjlDq9+wmHHRm6tcF55mw6KgWz2ifluAOEJ9AoztFx3QBDv06j7MtHHq0GubfpGZlGtHnkUEdCSpGpKcPjqtqxua4uHrXEUH8qNvN+hrB3hEiR/zFT4CLXOxaVIjEX1FEDGkFeMnpBHFdlaTwL4ITf7vn2ODPxZ1IzHLeKskXVpYkYj4kURrxhCpR1DP25AoiK0PC1TyFLRhpfKHeyPsECdHwBAfeyF/P3cd9f0Nz77Dn9ypf+sDHdTstcPnSKk9VZKLlAsjDYADN6JmP81qglNcXLEeTdDTMSakRjjI7wp5yuZa/2MUlBxGENLybgyr4ggRvBOgYEAPw4BxFMuwMINuZ8gEMrMd0acfd5+eSf1+Lx4mdgo78O+FHOGW/ePOL5xnmy7dswkLo2iChqzaj1cI8C5V0YJCllSMrY9w0KoFZDKQIgo9XKkGTAZSENEtUO6cLIJtDbjQ6PQDTkHHLWoCYwB9lTFueRcANilLCMuYu5aZtBtY3KjVsRN1KYVx3zLYOXmRGk4mlbCm1UkswYJdCOG7aSIZtAjXwCkdi9BXedd6MFIf06p0zRekUGUz84zzrMeZ5o73XUphz7ZABYejrlRFmqQHc+JjOm4shIg2Z1Ku28LyOcMDU6S85jRCVgrQIikmmMeRTTUPpMBn/ZMEpj7fkY0oZzAEkTFIxuer7e8OgGp/aO3/m9P8L/8f/6//m5z+Fv2zevdUwvNmdepzGPTho8X1rhsDtaQ8pMb9PecShTcnOCp6yZr3PfjTztVIRrP6IBe+tuzOThoOLnDWYd0hJyUU9JS4hoPt6Z5w1dqesoNT8KgRjQfE8M50tsXeT/YBTM4+URx/U9gRtVYMs4toSjPSO9u/I+wnSsLe0AgHZ9wrbz904h6UDKElHujjxVgkKabIyhqo4KiWaKbReIAs5SNgy37ryFTTuQ0wSJ/L+cN4hQAeYjJpTC6C2DoR4VKdkiH5nOcgjw0fe/i+frFfV2sBhBzkglobksLluGgZGwfBaeHyBdGJ19MSZrb+TaM/KmiSSodXdKtHHup++e8bf/3j/8xUzob9u37Wtuz7cD//B3f/+D3wuAv/Uf/fXlE5sgjC2RfX3yzozII0znFBxwCKqRiBQ9H+cxSANtcp0hJ0Z35zSqsWlX2gFqg0tt6vcvQZ6z7h92xfwrYJbPMiO/mPnwoTCt+5NnH9319uH7fol+TDtMHKhfrn13iwiymrr3y4NWZ+pq9pnNZwi9lZ+MLx2EpL44I4l4QqiIK6eRLZHxajZ5jYypajDiBW0pFEV8pPO/d++4n31N7ctHHg0jlJ6LnCJcX1zRd4UmUXEAPFSvYUQhZZnE0zRA2syJTnmSUt+3tUSyBZnx+Tjutc50/9o1Yne/O2e98FjAr5wcXSAhM4Evk9mL4BkIb6CMRfkZi+OE3FBwMIx8AQJ8Yo10qJdXed2SfwFgJJ+4LyfZVwEXPi86yc6iCavQMJ1j9aFzA7gbCOsX6ZOd58UJODFznhrBmXH8Dk4zj7y6uyXli6x/geBRGs9032RUQYr85Zm+JmA0GIVHsOdbdIljtYSkBjC5BqmFELK7MVLrA+GZoKZ5as+Xf9deOPHXruWt4O13voMuiqbdvT8kdD6OAwzdjzKlBI7MDLVeYar46DtvYQZ8/PEn2PYN28MF7/qMspNCD3QuG8liAaTMSl+qibKuM1JHzJC99HxJBbduqJ2Vlwo2iBSoNnKbtA5GGoBgu5PWxvuPyMNItzQQdOGc0SC+QO4dx/WGnDK2bWOlzG1HbwZy+GTA0z4MiloPAA16VIJnoOecoBi919oZOaQd6NaQnLi3N1YcUo30O26YR6PnP2cBhGl6Zoq8FZgqam14KBfkUqZ3RoDb7QAOVv8s24ZtowH48Pgdvq9Q0nwtmwDH7YBZXZS4GeHJqC4avyz7bbA+5UikH05olevsdtxYCSsB1hvaUfH++Qn/yf/2P/tFTdtv2ze8xeziFCYoo1qBZlAnTBZXzbe8o2ufJPo5I28ZW6YOo+gEkR04gAG1EiAJIuvUO0SA47ihbBvXRTIAGapArXU4ZB7e7IAkco6VDAGrNZaSPT2VaypvZayZLMJqh0r+HKd7w1YeIXuC1Bt6F5go8rbB2gF5eANrFdjIxE/wi+lx5BEqnlabx5htZUNtjXqn6nTkuF57Irx1jy6jqjpacy67zojToydIERS5AIlVwzQJuSfN0HrH5eEhCjtxrz4Umg+kXLBtu+u71CNbayhbRt7pQDBwnJJwv+mqkEa+IKYIetXZ8BF0oFeSdgvEU8swovebdifq5+CmlNCNlfbI9xZONcH/4T//r38xE/fb9m37C9IMwD/+l3/wwe//1t/8q9Qdknha1LT3eu8nLEJSQtrd5A7nUxJf/4xUNK/gOCIsM3XDlDNRfpY/9CrJfdgpUVBp9Nt1fpGTf+7zn/cz7ILPI71eqRE+5y4nmztgl9daFrnr0+s2/cnek/T5z7s4Bi1sN8AJzWllf87TvgK+LbabAVFLZY0YiiEaaYYW0W7T0WivAEejiIyZZ5yE4Ufi97G5fI3tZ0pbC6N1LdYeiGZEE31wvi1ffCZ4gGViqJ0BpA+eE544Bx8iFDfN8EDBGaCaXnmckMUPNfWQYoYCn9M9YkFnSaf+ynJdgje+bAJwSDL6bNLvABA/9pUu0WHnQivJOmtPZR1fXuvlxeKxzRHtz2vi15vvcAqG0/jejefAcr6AsJmory1VkVZJuVzPDIzUYdTBOR1wOd6vFZ2574WhExLXhGSJVQ4GVB0vMmGNPDOAHCsDYfF5ocu9fFxWri5zr6KCxOlBQMm5eBrZRTiF8NFx7Iv3qeu43IFocQ1283ObxNz8NWwigm3f8fD2O+hmuB4Hmnvfcy446gF9rpQbFxpB1n1T3wzHlUTRpbB0tJlgyxn1VlFVsYPRSXCZkHJCbwrVTgVCAJgiGfmBNifE1tbRGwGolBK5Pcz4WW2MKgL5UMq2M3qxB0gZ3EAG2Qw5Z8AagOJzRrFvOwyC2/WYFb0akFUZqaBA6xWXzFQ0E1b4a8cNrbEUdpbE6jvJPI1GwQpsnLeqLFWfc4FIJgdHq1AVLzftFZPQgAPY9p3cQFlgmnw8HaC53QhuOdcIwVff1pWGlWZGIyoSIAptsaan4sMIMgNMYTIjLwBAdhqllpIXhDBkREWhNRrQVQqXGf/Jf/p/Rl1IYqNv37Zv21dtscskGBoa0ICcC+AVW6z3ERmXHzNSBjaPmNbe0Soj8UoGK4c1g2gaDg7AI55VIV3GGohGYFdPekKk+GavsGYG9MNDx7fgz/FYKTXcbgcu+8Z1Xw3btpO4WYxRmQBuh+DtW+DoiutxoNcOS4LLZWN6bziLEmhoJQJVjIxKgJHWAIseqL07rxHB+PE8i9JOUIbppUkNDUpgu3eX1YKjkXNsvzzg4XIZaclR6RQmuD5fCVptF5SNUU85bRwr8efNmVpNZ/p695QHvotIXVCWuD+ecSrNLAlIrA+ccoLkDCTKpOocReO9q/MceeW6Nx9dYGb47/7ZH+DT59sSKfFt+7Z92z6v/dPf/6MPfve/+p/9h6MSJUBgYvCQibh9nBYn9lx4yave5m1D2uZ6jnQnNXUOs3ACrvrEahuti/mLWFsfbj87sLT+ffrr1XPSyc67s2Ff3O+c3BbWyqshIPLyene9PcVPUZ2TaTeevrO743i+YbW9HNw3DLk9+IowCbMjHTxAuFOkEuDE6L718CKTgfuX0L4CYXa8Th/G5YFPGYYfeDfTm7sQh75yj/P8XyJJTmEX9/2aIAP/1eF5AzDCA+/7FyjeCiDJAolNomOP+vAIjOmpwuyvAy8EgM7nT4AJAW35395ftQFuwbGJ2cfln1cAodeaYw8ThEuvILJhZK3g2VdsL95bADfLWMQ9VuDDh/H8jkdfFugkQBhZiLKX57t/32xEkmMxn6Og1i6dxMWLZxMJPBrMXY5oMweOksjImb6f07OrPl/u++c5smOOOPeXOvpzIlePc2yOtS5jsPY9AKN575+tfTjq7Zvdfvr+Gb/9r/4t/sPvP3p1LAJ91psvR/fWawMq03XVSVZ3ozGRtzI2/9abl38mh4YpvdpJCb70puiNnBspZ5QU0Zo+7xWwZqjaoJUpKi0nPGtwgZFc1rxMM+fAMQGj3mBevrkU8RQ4r4ymJEcVEdz0RuCm01DqvaH3hiZpELqaNrRkMO1cey7Tr9cnPJQd8GgbMXrBNbxkI6m/w7Th6ORPIvDb0DoLICQ3QFUNby5vAFP0fgDmPCBdPV3G34spRJ1U/yTjMfabiFSiN99lo/AokgrzHOaV03uYPL0lqTjxrkcjKdClo6QNYvQG/t//7t/Hv/z9PzppLx97aepv27ftF9EUnYBo7zATBzwZMZQtM6I7J0gOx0ek8wMNnfxd3SDaGYkYjhcAMYnVo5ByKa7zcC17hhbTwHKG5EQyeWMp+SQJJSVywamhlIJ925AkonkMtXaU7S1MBLVTAVLZPd0zoR0Ee4jZeEW2bUeuDT3PVPEkgn178F7LjJQVIem9RzZ1Cy7ONKoe9d6ZvqbBETT5g0wryk5gypJXYjOD9Iy8g4T9yGOshgMtkzI8l4JtuyCnzVVYpvGJbIDk8AACktGN0UGuJjvgzhQ6E/LXiTCdBe4k066kW3AgSVIiJ5WyoqMdFblk/JPf/zf40x99PMD1SJH++P2z81x9275t37Yv2vpnpAn93r/94Z2ZIePH3/xrvwWkjMg+4DoGkICybQSNnOss5cKoxK7Oh4NBtny6+mIW3PMvvaa3T7tpNWC/GnL8KnD1ITzgrisfUotsVaAw028jOuiVu5zvNYbgDIifmZCWAAe571pkc6zRT/G7W80n7zyGrXuyvcZXjguMyP+FBDuuZZMDKXRpNToVaMcOFGq5sL4Y06+jfaXII4NRuRiDF+DLbKcqWHHOgJ7myxxGvcXgvEzNkhWIua86Nm+wgBIMXV7RUBk7cZz/sn/r+ol+zAvE+eZIwqw0QsBnneRxXNz7zIkTBGcvXvgduGFLtYwXz3paP8uY2CIsVpBjHYj71ep9WWCHEyjzoSa4O8Zw+iTe42vPOtOo4n7n93qOGLLxbteneQmEgSlpp2+DOHg+tq1TwO4vcCc+Rj8n78IQCjK5Tk7HL9c4vz95cYuZ2hgk4QF+MWKEnMtBppzmWGAMN9Zt4DVEfxVMeG3efYEWvBqn6fPVLvUXrtWu+Mm7Z/zmRVA28TTD8LozkgbGCAARmRwewAgvRs5I4qXXe4cdDSkb06zUmDOfOrp7p7Q3qBpqPdATja+SElAM8j+2dzY9khxFGH4jM6tn1x/I4CPG/sdc+QNw4wdwQByQEHCBgyU+LGOQsdeS116vWe/MdGdmBIeIyKzq6Z5Z74exUDyXmZ6uqaquro+MNyPeSFkbCUCzjwQAk85MtdZQyqIPIS+DtLKrur8EoAMLIgFly+5ZnzQCFVBYUKunrpEOYHqzANJEHQZAHWpdpB4lnqFUD5cAH5Dqot2PcoLlaqsfU9cHXu86Cz66dVIeXhva8dBn6gDvNKdxYkKmDG4NtVW7HxYkthbaIpCRWahdlvxZwwKgdjWXvfE8msblsPRnQdcAzDKNgNmV6eGXX+F3f/wLsrXfFmG8/9eP8PkXj1/V6RgEN1BLNM3qgbCWgFEeWdcgTCNk2ABJdN7TNYPVCGW8FhOJxniZAEmMbqVxlFYl+xDtYmalVJ0FKSctw8rFSjHUWFtIs3nZHS/SAvc4G+n9WNsbiA29VDjSjmF6DboIRFaamlNGX3Wb1AykgpKtkxgnLKUg2QQWmcjGzNjvtWx2WRZ4JlLvmoXca1fPEh/PCZBIM7qAaVLt910aWZcZu+UCpexAVGyGWZ/1Oj5IEHHxiCDNni3qNA6RbvfEquUxZfW9mkDGjdGaG68CuQiePL3C3//16QgyU0p48PARnlxGh8YgeNU8vd6ffe+zz78c17/GIlotQUR4772faOZmKUDSctbeGw61qU+kDqBuxnE6Ajv6+zll5niZI8XlJM8gLG2SO45jMf/rUeBwW9aSzIeTbAK3ueaxlU08fJcg5nHyVB10fCibQzHiU4+lZP4+dA+PxzY/dRTp2UOzm5rHgH4MBNtsJG1W4ZOs+r/Ty1ZY7Pu3gez/oFzNeQ7DbJu9XalrzLIyxfaAmVbLQwfwZI70KzV0lt+YriYz1X9Cm5NIA/bTCpI7ljMD2nRIViecR/84cRLSFB5W2zpmiEXJAv+RlTTFCpuAn6cnpbEuP2bijlk3BIztpXySEdscKag0f/dMrCnHbdfvO3NTa5Bx8t+lDPiFt7m41huwz7a+Hud3sL4goUHi8U1GpkY8hUranF83d0qwFqJc6DzF+jiNHT36zAy28q85oF2fHmP9abWndhBUaJn6+RySk4mgNvhz8Uz8nLLjTzKradSVE/tD1/RyUdEA7N23Tux7n+WE8zqcmRWrT657RjRSKIcmPI47Rnc3D8BFztvj/b8hIrg+7PHGxX2dWT+04YfBTYWQezvNDOqwmzzpd9B7B5qKFd7tKwkBbB5kjZGIwdTtdpFAwgABdX+AJILkDE7qFyKZpy8ci3XFEQDe/lPQ6x69VxW3SMWWdtCgISXLNpKsXcegAZb+1CCqdzWFhTDIBCZm7cwD0hIWLf3VQFKSez7p9lu9hnCG8B45FyzLglL0/3oXM5zF6FqkWVh6DXDv9kxR0TYRISWAudnD3Z8t2ta0tjruy2yeAXo5JLuW3OzWu68JmFSw0iwNmeMNPQrQ9p1plOft91f44MN/g3JCsQwGIuCTBw/xm9/++bs6DYNgg171fg9nEBgkDO8ACACaMT0fDuSlsJZhA9iYLfszZ5b3b334TMhtei26iOxCRs5pPAZ9EE6UNEPGxJ1UtARD0+91mURZS1EFJvqYQGyiMZFlXaZk3kUCslbx02NMS7+91BVCU6RJBKKClBad1BQ1ptbyvQYSsQxHxvW+wvuXEK1nnG2mXwDAxCrRzmeUYWX+1kTAjlnO6veU84Ky7JDSAiAjeRDh40bLFAX8vq6ZSGxdGTtrxqegItk6R9AJwqF3PPj8K9SqWWM5aye0x99c4oOPH7zsUy4Ighfk4aOvz773xptv4N79K6Ss4hELo7aGave71+5dYFk0dL9LzvGojFav9DeXS+gZAs7t2k6zEmO2Ad/m/fX2T7+z/csMJWkKbKeWP4rnAYzJiKkBmAB1xHh+Dh0CYyw6rD1G7OfPQUyjcszl/LVHXrMrmq9bs4c024iGDiSAdSdedVMb2ohMM3ZmoPMqALPXz/T9vVy+tXjkXXYopSEgaZvCowVXgwixoyoMSHJRw8vWeBxxP/GOzz3xQYu+sPXfPONX9i+mN1m4Tupvoe9p8IMRg5iHDtkJKi5gTZHgFB7kT+Nj3xefYV/tKzD234P8uW/bS9L3CTT/58Z7Y5GVeDSyqk4oUat/W4tuG6HH/3aHYHQKv2juXsq3MUWjmalDx1/nah+3KgUB2LeO3sUydcRMds1bgbV8jTIh+41D3Pmeh1DlM5OMjjH9ekSva9Ho6KSw710HzlkNkKuWAOjbGpimrsG5nlcE6pZWbrO2fg1tb+56bLhbFgUzugge/ucKH332+K6DHbxkRIDrfcObb2UgERp3FYWYIV3jriWXcTEQLFvNbu49qTCUWFCgwZBQQd839RlRJRBwISXZQ7h3sCSd5SdRg+5cUJIJGALz3/Gsng7uhMP1E3Cv8Flyrmq4Cri/XtLrgYBi15/7JmnpVgX5RSdqZM3SR2MDZsKuLODWIN0DOzPdbh21HQAUtMraWQgCiHZsqr2h1T6fDbCMJQIS2LbFgFimgFlRehdOomQm4KKz8tzG/hM3CLKJQibUkgV2raNTQqKETBUdBbyJ46zch4Cvvn4CgZmNQ/Do0WP8/Je//i5OtSD4VkzxCGg6JEXyaQDx6RF97gn0+snJPHbEkpAgkMTa2bb6mkUN7C3N3kUc1awZhDkZmKBm+jlNL8lsraUPvaJzR1m0K6Ma/+uzM5OaVSORmj33PrIX1URaBals2ZRARWdGY70XEsGyFM0brXXQUiBSoGb+1tW2MaTAuh0lUFJxJ0GPAxGhNag59lLQe9MsqWyfR7SEmHxgaM/+nJPdL02c7rpvItr5siz31H8pFVDKIGSdKEpackYmHg3fEyrIu4QMoB9gJWyMZh5N+8MlXnv9NQwhD8CTp9f4/fv/fPUnWhAEr5wP/3H7tfzjd9/BD37w5iZfAQAgQMnphjcdrSaAfUGPO8RjSnv7tiSgZ2GIQiuRZh1LH6//1kZSZJOoY49vCkfHJWybJkiY47rNQdosMAU2n4QYUpusEinW2zgWimTlk2eLcLeSNGabELFjQNbJmAXeEVNWOhBo5bvHKxHJOwB367wwVCczzH7RL+45eD7DbPtg4t1mmMGUNu5CIxVatG10AmuQAzHncJpVOKusCWFYmQUNEccHBnd1LPPaQd2uq6s+P6OtRz2dTK+eWa7gy51JUpmf7Dm+JD+BZ5aVK2W25eNVHglH67K3m4LS0cWzRuS4GuzUQs8lGJ3enNx4rYOtVSnI3OoLbetPHz7Cp188faF1BMG3oYuZKZcyhE8QQEtCvWZ8803FWz+6j4UWENT0lLt259EmXcv2EcYMyRm9N5QOoBPIZv+5dgCsHhbAmNWWLkBm0G4BoUDkoN5LnUA5o3XS0jfr/uaICPqhjiBQcgY3RqWKnAvuXTSUZdHMoFbRawWlgmTd34QB6oIkbLcuzQa6vrqCwDvAafZQ6x29H5BJfVgSElo/oHbB7mKH3bKDdiMRXF1e4uryCruLC+z6hQpnYnZvwpCm/kcAtCtdyqv7pWDZLTi0A+qh4XDYQ0RbcxO0HJCKde/MKvImy0qAEDpD08BJy9BStntxSvjpz36Bq1vSzoPg+4DOcs6fCR0C7UaYmJFTxQV2Y0C67BYVJnziDjpw7WKd1RjTAJ4ZjZuK5P4szwmJgaUU5JLN0F99Ocqy02wkMq8gsj3somngJjRzEW0iAVKDe9J7EZiG2OVl0k06LmhB59eRi2YVtes9DvWAy6tr5JSBTFiWgpIXlFLA5g+RSIV+71hElNBZ0Lnh/r2MlBYwEXqtqLWChbEsOzuasvJGAnLJKn4x9Ditxpa1qkdRb+ZJIkDOi2YApUUnKvOiWVNjvJYBsS6XPulJBUBBKVcYijZ0wra1hsO+4ld/+Nt3dWoFQfA95NOPP8E5m+5333sHb7/9wzujq3P+i7cmTNwaSMrRbzZmOxJtpoh0bmVHCRHk472VcGSCe2fGRipaCUebRIvNZ5jZpO5xNJMDMPWB8Vp33atDRtLHEI5MPLJsWbFte/ZQYxeOZK6DZzKAVp7xpszaO3N201nAOokMdH2WutLkflv+82UF8s8ISbh4BkEQBEEQBEEQBEEQBGc4bk0VBEEQBEEQBEEQBEEQBIMQj4IgCIIgCIIgCIIgCIKzhHgUBEEQBEEQBEEQBEEQnCXEoyAIgiAIgiAIgiAIguAsIR4FQRAEQRAEQRAEQRAEZwnxKAiCIAiCIAiCIAiCIDhLiEdBEARBEARBEARBEATBWUI8CoIgCIIgCIIgCIIgCM4S4lEQBEEQBEEQBEEQBEFwlv8CmCUif0zCd7EAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Displayed a random sample of augmented images!\n" + ] + } + ], + "source": [ + "# Class names (subfolder names like Happy, Sad, etc.)\n", + "class_names = train_dataset.classes\n", + "\n", + "# Function to convert tensor to numpy for display, handling both grayscale and RGB\n", + "def imshow(img, title=None):\n", + " img = img.numpy() # Convert tensor to numpy\n", + " # Denormalize for visualization (undo ImageNet normalization)\n", + " mean = np.array([0.485, 0.456, 0.406])\n", + " std = np.array([0.229, 0.224, 0.225])\n", + " img = img * std[:, None, None] + mean[:, None, None] # Reverse normalization\n", + " img = np.clip(img, 0, 1) # Ensure values in [0, 1]\n", + " \n", + " if img.shape[0] == 1: # Grayscale (1 channel)\n", + " img = img.squeeze(0) # Shape: (224, 224)\n", + " plt.imshow(img, cmap='gray')\n", + " plt.title(f\"{title} (Grayscale)\")\n", + " elif img.shape[0] == 3: # RGB (3 channels)\n", + " img = img.transpose((1, 2, 0)) # CHW to HWC: (224, 224, 3)\n", + " plt.imshow(img)\n", + " # Check if all channels are identical (grayscale disguised as RGB)\n", + " if np.allclose(img[:, :, 0], img[:, :, 1]) and np.allclose(img[:, :, 1], img[:, :, 2]):\n", + " plt.title(f\"{title} (Grayscale as RGB)\")\n", + " else:\n", + " plt.title(f\"{title} (True RGB)\")\n", + " else:\n", + " raise ValueError(f\"Unexpected number of channels: {img.shape[0]}\")\n", + " plt.axis('off')\n", + "\n", + "# Get one batch of images\n", + "train_iter = iter(train_loader)\n", + "images, labels = next(train_iter)\n", + "\n", + "# Adjust batch_size to actual number of images in the batch\n", + "actual_batch_size = images.size(0)\n", + "print(f\"Images in this batch: {actual_batch_size}\")\n", + "print(f\"Image tensor shape: {images.shape}\") # Should be [batch_size, 3, 224, 224]\n", + "\n", + "# Display the images\n", + "rows = (actual_batch_size + 3) // 4 # Adjust rows dynamically (ceil division)\n", + "cols = min(actual_batch_size, 4) # Max 4 columns\n", + "plt.figure(figsize=(12, 3 * rows)) # Height scales with rows\n", + "for i in range(actual_batch_size):\n", + " plt.subplot(rows, cols, i + 1)\n", + " imshow(images[i], title=class_names[labels[i].item()])\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "print(\"Displayed a random sample of augmented images!\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Model Architecture" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:18:10.894337Z", + "iopub.status.busy": "2025-04-12T18:18:10.893899Z", + "iopub.status.idle": "2025-04-12T18:18:10.907814Z", + "shell.execute_reply": "2025-04-12T18:18:10.906742Z", + "shell.execute_reply.started": "2025-04-12T18:18:10.894302Z" + }, + "trusted": true + }, + "outputs": [], + "source": [ + "import torch\n", + "import torch.nn as nn\n", + "\n", + "class MelanomaCNN(nn.Module):\n", + " def __init__(self):\n", + " super(MelanomaCNN, self).__init__()\n", + "\n", + " # Convolutional layers\n", + " self.conv1 = nn.Conv2d(in_channels=3, out_channels=32, kernel_size=5) # Input [x, 3, 244, 244]\n", + " self.bn1 = nn.BatchNorm2d(32)\n", + " self.conv2 = nn.Conv2d(in_channels=32, out_channels=64, kernel_size=5)\n", + " self.bn2 = nn.BatchNorm2d(64)\n", + " self.conv3 = nn.Conv2d(in_channels=64, out_channels=128, kernel_size=5)\n", + " self.bn3 = nn.BatchNorm2d(128)\n", + " self.conv4 = nn.Conv2d(in_channels=128, out_channels=256, kernel_size=5)\n", + " self.bn4 = nn.BatchNorm2d(256)\n", + "\n", + " # Pooling layer\n", + " self.pool = nn.MaxPool2d(kernel_size=2, stride=2)\n", + "\n", + " # Fully connected layers\n", + " self.fc1 = nn.Linear(256 * 10 * 10, 128) # Điều chỉnh cho kích thước feature map mới\n", + " self.fc2 = nn.Linear(128, 32)\n", + " self.fc3 = nn.Linear(32, 1) # Layer đầu ra điều chỉnh cho probability output\n", + "\n", + " # Dropout layer for regularization\n", + " self.dropout = nn.Dropout(0.3)\n", + "\n", + " def forward(self, x):\n", + " x = self.pool(nn.ReLU()(self.bn1(self.conv1(x))))\n", + " x = self.pool(nn.ReLU()(self.bn2(self.conv2(x))))\n", + " x = self.pool(nn.ReLU()(self.bn3(self.conv3(x))))\n", + " x = self.pool(nn.ReLU()(self.bn4(self.conv4(x))))\n", + "\n", + " # Flatten the tensor for the fully connected layers\n", + " x = x.view(-1, 256 * 10 * 10) # Điều chỉnh cho kích thước feature map mới\n", + "\n", + " # Fully connected layers\n", + " x = self.dropout(nn.ReLU()(self.fc1(x)))\n", + " x = self.dropout(nn.ReLU()(self.fc2(x)))\n", + " x = self.fc3(x)\n", + "\n", + " return x\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:18:14.437660Z", + "iopub.status.busy": "2025-04-12T18:18:14.437373Z", + "iopub.status.idle": "2025-04-12T18:18:14.993714Z", + "shell.execute_reply": "2025-04-12T18:18:14.992741Z", + "shell.execute_reply.started": "2025-04-12T18:18:14.437637Z" + }, + "trusted": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Class distribution: {0: 4125, 1: 3828}\n", + "Class weights: tensor([0.9640, 1.0388], device='cuda:0')\n" + ] + } + ], + "source": [ + "class_counts = Counter(train_dataset.targets)\n", + "print(\"Class distribution:\", dict(class_counts))\n", + "# Compute class weights for imbalanced dataset\n", + "total_samples = sum(class_counts.values())\n", + "class_weights = torch.tensor([total_samples / (len(class_counts) * class_counts[i]) for i in range(len(class_counts))], dtype=torch.float).to(device)\n", + "print(\"Class weights:\", class_weights)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:18:18.051587Z", + "iopub.status.busy": "2025-04-12T18:18:18.051296Z", + "iopub.status.idle": "2025-04-12T18:18:18.146345Z", + "shell.execute_reply": "2025-04-12T18:18:18.145639Z", + "shell.execute_reply.started": "2025-04-12T18:18:18.051564Z" + }, + "trusted": true + }, + "outputs": [], + "source": [ + "model = MelanomaCNN().to(device)\n", + "criterion = nn.BCEWithLogitsLoss(pos_weight=torch.tensor([class_weights[1]/class_weights[0]]).to(device))\n", + "optimizer = optim.Adam(model.parameters(), lr=0.0001, weight_decay=1e-5)\n", + "scheduler = optim.lr_scheduler.ReduceLROnPlateau(optimizer, mode='min', factor=0.5, patience=2, verbose=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:18:20.857110Z", + "iopub.status.busy": "2025-04-12T18:18:20.856745Z", + "iopub.status.idle": "2025-04-12T18:18:21.758786Z", + "shell.execute_reply": "2025-04-12T18:18:21.757931Z", + "shell.execute_reply.started": "2025-04-12T18:18:20.857080Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "==========================================================================================\n", + "Layer (type:depth-idx) Output Shape Param #\n", + "==========================================================================================\n", + "MelanomaCNN [72, 1] --\n", + "├─Conv2d: 1-1 [32, 32, 296, 296] 2,432\n", + "├─BatchNorm2d: 1-2 [32, 32, 296, 296] 64\n", + "├─MaxPool2d: 1-3 [32, 32, 148, 148] --\n", + "├─Conv2d: 1-4 [32, 64, 144, 144] 51,264\n", + "├─BatchNorm2d: 1-5 [32, 64, 144, 144] 128\n", + "├─MaxPool2d: 1-6 [32, 64, 72, 72] --\n", + "├─Conv2d: 1-7 [32, 128, 68, 68] 204,928\n", + "├─BatchNorm2d: 1-8 [32, 128, 68, 68] 256\n", + "├─MaxPool2d: 1-9 [32, 128, 34, 34] --\n", + "├─Conv2d: 1-10 [32, 256, 30, 30] 819,456\n", + "├─BatchNorm2d: 1-11 [32, 256, 30, 30] 512\n", + "├─MaxPool2d: 1-12 [32, 256, 15, 15] --\n", + "├─Linear: 1-13 [72, 128] 3,276,928\n", + "├─Dropout: 1-14 [72, 128] --\n", + "├─Linear: 1-15 [72, 32] 4,128\n", + "├─Dropout: 1-16 [72, 32] --\n", + "├─Linear: 1-17 [72, 1] 33\n", + "==========================================================================================\n", + "Total params: 4,360,129\n", + "Trainable params: 4,360,129\n", + "Non-trainable params: 0\n", + "Total mult-adds (Units.GIGABYTES): 94.99\n", + "==========================================================================================\n", + "Input size (MB): 34.56\n", + "Forward/backward pass size (MB): 2536.07\n", + "Params size (MB): 17.44\n", + "Estimated Total Size (MB): 2588.07\n", + "==========================================================================================" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Create Models directory\n", + "os.makedirs('Models', exist_ok=True)\n", + "\n", + "# Model summary\n", + "summary(model, input_size=(batch_size, 3, 300, 300), device=device)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Traning The Model" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T18:18:24.584058Z", + "iopub.status.busy": "2025-04-12T18:18:24.583700Z", + "iopub.status.idle": "2025-04-12T19:25:44.291101Z", + "shell.execute_reply": "2025-04-12T19:25:44.290064Z", + "shell.execute_reply.started": "2025-04-12T18:18:24.584029Z" + }, + "trusted": true + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [1/40]: 100%|██████████| 249/249 [00:43<00:00, 5.70batch/s, accuracy=0.5271, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 1/40, Train Loss: 0.0000, Train Acc: 52.71%, Val Loss: 0.6006, Val Acc: 48.36%\n", + "Validation loss improved to 0.6006\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [2/40]: 100%|██████████| 249/249 [00:43<00:00, 5.70batch/s, accuracy=0.5881, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 2/40, Train Loss: 0.0000, Train Acc: 58.81%, Val Loss: 0.5920, Val Acc: 56.48%\n", + "Validation loss improved to 0.5920\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [3/40]: 100%|██████████| 249/249 [00:43<00:00, 5.73batch/s, accuracy=0.6263, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 3/40, Train Loss: 0.0000, Train Acc: 62.63%, Val Loss: 0.5736, Val Acc: 73.46%\n", + "Validation loss improved to 0.5736\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [4/40]: 100%|██████████| 249/249 [00:43<00:00, 5.74batch/s, accuracy=0.6227, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 4/40, Train Loss: 0.0000, Train Acc: 62.27%, Val Loss: 0.5781, Val Acc: 64.28%\n", + "No improvement in validation loss for 1 epoch(s)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [5/40]: 100%|██████████| 249/249 [00:43<00:00, 5.75batch/s, accuracy=0.6448, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 5/40, Train Loss: 0.0000, Train Acc: 64.48%, Val Loss: 0.5775, Val Acc: 71.07%\n", + "No improvement in validation loss for 2 epoch(s)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [6/40]: 100%|██████████| 249/249 [00:43<00:00, 5.72batch/s, accuracy=0.6659, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 6/40, Train Loss: 0.0000, Train Acc: 66.59%, Val Loss: 0.5756, Val Acc: 73.14%\n", + "No improvement in validation loss for 3 epoch(s)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [7/40]: 100%|██████████| 249/249 [00:44<00:00, 5.62batch/s, accuracy=0.7020, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 7/40, Train Loss: 0.0000, Train Acc: 70.20%, Val Loss: 0.5680, Val Acc: 78.93%\n", + "Validation loss improved to 0.5680\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [8/40]: 100%|██████████| 249/249 [00:42<00:00, 5.79batch/s, accuracy=0.7162, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 8/40, Train Loss: 0.0000, Train Acc: 71.62%, Val Loss: 0.5612, Val Acc: 76.67%\n", + "Validation loss improved to 0.5612\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [9/40]: 100%|██████████| 249/249 [00:43<00:00, 5.78batch/s, accuracy=0.7177, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 9/40, Train Loss: 0.0000, Train Acc: 71.77%, Val Loss: 0.5659, Val Acc: 80.13%\n", + "No improvement in validation loss for 1 epoch(s)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [10/40]: 100%|██████████| 249/249 [00:43<00:00, 5.71batch/s, accuracy=0.7227, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 10/40, Train Loss: 0.0000, Train Acc: 72.27%, Val Loss: 0.5616, Val Acc: 77.17%\n", + "No improvement in validation loss for 2 epoch(s)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [11/40]: 100%|██████████| 249/249 [00:44<00:00, 5.55batch/s, accuracy=0.7422, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 11/40, Train Loss: 0.0000, Train Acc: 74.22%, Val Loss: 0.5647, Val Acc: 75.22%\n", + "No improvement in validation loss for 3 epoch(s)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [12/40]: 100%|██████████| 249/249 [00:43<00:00, 5.66batch/s, accuracy=0.7458, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 12/40, Train Loss: 0.0000, Train Acc: 74.58%, Val Loss: 0.5618, Val Acc: 79.43%\n", + "No improvement in validation loss for 4 epoch(s)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Epoch [13/40]: 100%|██████████| 249/249 [00:42<00:00, 5.81batch/s, accuracy=0.7497, loss=0.0000]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Epoch 13/40, Train Loss: 0.0000, Train Acc: 74.97%, Val Loss: 0.5613, Val Acc: 79.69%\n", + "No improvement in validation loss for 5 epoch(s)\n", + "Early stopping: validation loss has not improved in 5 consecutive epochs.\n" + ] + } + ], + "source": [ + "def evaluate_model(model, val_loader, criterion, device):\n", + " model.eval()\n", + " val_loss = 0\n", + " val_correct = 0\n", + " total = 0\n", + " \n", + " with torch.no_grad():\n", + " for inputs, labels in val_loader:\n", + " inputs, labels = inputs.to(device), labels.to(device)\n", + " \n", + " # Chuyển đổi labels thành float và thay đổi kích thước\n", + " labels = labels.float().unsqueeze(1)\n", + " \n", + " outputs = model(inputs)\n", + " loss = criterion(outputs, labels)\n", + " val_loss += loss.item()\n", + " \n", + " # Tính toán độ chính xác cho validation\n", + " predicted = (torch.sigmoid(outputs) > 0.5).float().squeeze(1)\n", + " total += labels.size(0)\n", + " val_correct += (predicted == labels.squeeze(1)).sum().item()\n", + " \n", + " val_accuracy = val_correct / total\n", + " val_loss = val_loss / len(val_loader)\n", + " return val_loss, val_accuracy\n", + "\n", + "def train_model(model, train_loader, val_loader, criterion, optimizer, device, epochs, patience=5):\n", + " # Lists to store metrics for plotting\n", + " train_losses = []\n", + " train_accuracies = []\n", + " val_losses = []\n", + " val_accuracies = []\n", + " \n", + " best_val_loss = float('inf') # Initialize best validation loss to a high value\n", + " epochs_without_improvement = 0 # Counter to track the number of epochs without improvement\n", + "\n", + " for epoch in range(epochs):\n", + " model.train() # Set the model to training mode\n", + " total_loss = 0 # Accumulating total loss during training\n", + " train_correct = 0 # Track the number of correct predictions\n", + " total = 0 # Total number of samples\n", + "\n", + " with tqdm(train_loader, unit=\"batch\") as tloader:\n", + " tloader.set_description(f'Epoch [{epoch+1}/{epochs}]')\n", + " for batch_idx, (inputs, labels) in enumerate(tloader):\n", + " inputs, labels = inputs.to(device), labels.to(device)\n", + " \n", + " # Chuyển đổi labels thành float và thay đổi kích thước để khớp với đầu ra mô hình\n", + " labels = labels.float().unsqueeze(1)\n", + " \n", + " optimizer.zero_grad()\n", + " outputs = model(inputs)\n", + " \n", + " # Tính toán loss với labels đã được điều chỉnh kích thước\n", + " loss = criterion(outputs, labels)\n", + " loss.backward()\n", + " optimizer.step()\n", + " \n", + " # Cập nhật các tính toán độ chính xác\n", + " predicted = (torch.sigmoid(outputs) > 0.5).float().squeeze(1)\n", + " total += labels.size(0)\n", + " train_correct += (predicted == labels.squeeze(1)).sum().item()\n", + "\n", + " # Update the progress bar with the current loss and accuracy\n", + " tloader.set_postfix(loss=f'{total_loss/(batch_idx+1):.4f}', accuracy=f'{train_correct/total:.4f}')\n", + "\n", + " train_accuracy = train_correct / total # Compute overall training accuracy\n", + " train_loss = total_loss / len(train_loader) # Compute average training loss\n", + "\n", + " # After every epoch, validate the model\n", + " val_loss, val_accuracy = evaluate_model(model, val_loader, criterion, device)\n", + " scheduler.step(val_loss)\n", + "\n", + " # Store the metrics for plotting\n", + " train_losses.append(train_loss)\n", + " train_accuracies.append(train_accuracy)\n", + " val_losses.append(val_loss)\n", + " val_accuracies.append(val_accuracy)\n", + "\n", + " # Print epoch results\n", + " print(f'Epoch {epoch+1}/{epochs}, Train Loss: {train_loss:.4f}, '\n", + " f'Train Acc: {100.*train_accuracy:.2f}%, '\n", + " f'Val Loss: {val_loss:.4f}, '\n", + " f'Val Acc: {100.*val_accuracy:.2f}%')\n", + "\n", + " # Early stopping: Save the best model if validation loss improves\n", + " if val_loss < best_val_loss:\n", + " best_val_loss = val_loss\n", + " epochs_without_improvement = 0 # Reset the counter if improvement is made\n", + " print(f\"Validation loss improved to {val_loss:.4f}\")\n", + " torch.save(model.state_dict(), \"Models/BestModel-03.pth\")\n", + " else:\n", + " epochs_without_improvement += 1\n", + " print(f\"No improvement in validation loss for {epochs_without_improvement} epoch(s)\")\n", + "\n", + " # Stop training if the validation loss doesn't improve for 'patience' epochs\n", + " if epochs_without_improvement >= patience:\n", + " print(f\"Early stopping: validation loss has not improved in {patience} consecutive epochs.\")\n", + " break\n", + "\n", + " # Return the metrics for plotting\n", + " return train_losses, train_accuracies, val_losses, val_accuracies\n", + "\n", + "# Call the train_model function and store the metrics\n", + "train_losses, train_accuracies, val_losses, val_accuracies = train_model(model, train_loader, val_loader,\n", + " criterion, optimizer, device, epochs=40)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Testing & Evaluating" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:34:37.633551Z", + "iopub.status.busy": "2025-04-12T19:34:37.633247Z", + "iopub.status.idle": "2025-04-12T19:34:37.665217Z", + "shell.execute_reply": "2025-04-12T19:34:37.664463Z", + "shell.execute_reply.started": "2025-04-12T19:34:37.633529Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "MelanomaCNN(\n", + " (conv1): Conv2d(3, 32, kernel_size=(5, 5), stride=(1, 1))\n", + " (bn1): BatchNorm2d(32, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", + " (conv2): Conv2d(32, 64, kernel_size=(5, 5), stride=(1, 1))\n", + " (bn2): BatchNorm2d(64, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", + " (conv3): Conv2d(64, 128, kernel_size=(5, 5), stride=(1, 1))\n", + " (bn3): BatchNorm2d(128, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", + " (conv4): Conv2d(128, 256, kernel_size=(5, 5), stride=(1, 1))\n", + " (bn4): BatchNorm2d(256, eps=1e-05, momentum=0.1, affine=True, track_running_stats=True)\n", + " (pool): MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)\n", + " (fc1): Linear(in_features=25600, out_features=128, bias=True)\n", + " (fc2): Linear(in_features=128, out_features=32, bias=True)\n", + " (fc3): Linear(in_features=32, out_features=1, bias=True)\n", + " (dropout): Dropout(p=0.3, inplace=False)\n", + ")" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Loading model\n", + "model.load_state_dict(torch.load(\"/home/ubuntu/vnet/TaoST/Model6/Models/BestModel-03.pth\", map_location=device)) # Load the model states (weights)\n", + "\n", + "model.eval()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:34:41.431574Z", + "iopub.status.busy": "2025-04-12T19:34:41.431279Z", + "iopub.status.idle": "2025-04-12T19:34:45.213933Z", + "shell.execute_reply": "2025-04-12T19:34:45.213105Z", + "shell.execute_reply.started": "2025-04-12T19:34:41.431552Z" + }, + "trusted": true + }, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Target size (torch.Size([32])) must be the same as input size (torch.Size([32, 1]))", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[27], line 8\u001b[0m\n\u001b[1;32m 6\u001b[0m images, labels \u001b[38;5;241m=\u001b[39m images\u001b[38;5;241m.\u001b[39mto(device), labels\u001b[38;5;241m.\u001b[39mto(device)\n\u001b[1;32m 7\u001b[0m outputs \u001b[38;5;241m=\u001b[39m model(images)\n\u001b[0;32m----> 8\u001b[0m loss \u001b[38;5;241m=\u001b[39m criterion(outputs, labels)\n\u001b[1;32m 9\u001b[0m test_loss \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m loss\u001b[38;5;241m.\u001b[39mitem()\n\u001b[1;32m 11\u001b[0m _, predicted \u001b[38;5;241m=\u001b[39m torch\u001b[38;5;241m.\u001b[39mmax(outputs, \u001b[38;5;241m1\u001b[39m)\n", + "File \u001b[0;32m~/.local/lib/python3.12/site-packages/torch/nn/modules/module.py:1739\u001b[0m, in \u001b[0;36mModule._wrapped_call_impl\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 1737\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_compiled_call_impl(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs) \u001b[38;5;66;03m# type: ignore[misc]\u001b[39;00m\n\u001b[1;32m 1738\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m-> 1739\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_call_impl(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n", + "File \u001b[0;32m~/.local/lib/python3.12/site-packages/torch/nn/modules/module.py:1750\u001b[0m, in \u001b[0;36mModule._call_impl\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 1745\u001b[0m \u001b[38;5;66;03m# If we don't have any hooks, we want to skip the rest of the logic in\u001b[39;00m\n\u001b[1;32m 1746\u001b[0m \u001b[38;5;66;03m# this function, and just call forward.\u001b[39;00m\n\u001b[1;32m 1747\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_backward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_backward_pre_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_forward_pre_hooks\n\u001b[1;32m 1748\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m _global_backward_pre_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_backward_hooks\n\u001b[1;32m 1749\u001b[0m \u001b[38;5;129;01mor\u001b[39;00m _global_forward_hooks \u001b[38;5;129;01mor\u001b[39;00m _global_forward_pre_hooks):\n\u001b[0;32m-> 1750\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m forward_call(\u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[1;32m 1752\u001b[0m result \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m 1753\u001b[0m called_always_called_hooks \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mset\u001b[39m()\n", + "File \u001b[0;32m~/.local/lib/python3.12/site-packages/torch/nn/modules/loss.py:821\u001b[0m, in \u001b[0;36mBCEWithLogitsLoss.forward\u001b[0;34m(self, input, target)\u001b[0m\n\u001b[1;32m 820\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mforward\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;28minput\u001b[39m: Tensor, target: Tensor) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m Tensor:\n\u001b[0;32m--> 821\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m F\u001b[38;5;241m.\u001b[39mbinary_cross_entropy_with_logits(\n\u001b[1;32m 822\u001b[0m \u001b[38;5;28minput\u001b[39m,\n\u001b[1;32m 823\u001b[0m target,\n\u001b[1;32m 824\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mweight,\n\u001b[1;32m 825\u001b[0m pos_weight\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpos_weight,\n\u001b[1;32m 826\u001b[0m reduction\u001b[38;5;241m=\u001b[39m\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mreduction,\n\u001b[1;32m 827\u001b[0m )\n", + "File \u001b[0;32m~/.local/lib/python3.12/site-packages/torch/nn/functional.py:3639\u001b[0m, in \u001b[0;36mbinary_cross_entropy_with_logits\u001b[0;34m(input, target, weight, size_average, reduce, reduction, pos_weight)\u001b[0m\n\u001b[1;32m 3636\u001b[0m reduction_enum \u001b[38;5;241m=\u001b[39m _Reduction\u001b[38;5;241m.\u001b[39mget_enum(reduction)\n\u001b[1;32m 3638\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m (target\u001b[38;5;241m.\u001b[39msize() \u001b[38;5;241m==\u001b[39m \u001b[38;5;28minput\u001b[39m\u001b[38;5;241m.\u001b[39msize()):\n\u001b[0;32m-> 3639\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 3640\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mTarget size (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mtarget\u001b[38;5;241m.\u001b[39msize()\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m) must be the same as input size (\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m\u001b[38;5;28minput\u001b[39m\u001b[38;5;241m.\u001b[39msize()\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m)\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 3641\u001b[0m )\n\u001b[1;32m 3643\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m torch\u001b[38;5;241m.\u001b[39mbinary_cross_entropy_with_logits(\n\u001b[1;32m 3644\u001b[0m \u001b[38;5;28minput\u001b[39m, target, weight, pos_weight, reduction_enum\n\u001b[1;32m 3645\u001b[0m )\n", + "\u001b[0;31mValueError\u001b[0m: Target size (torch.Size([32])) must be the same as input size (torch.Size([32, 1]))" + ] + } + ], + "source": [ + "# Test Evaluation\n", + "correct, total = 0, 0\n", + "test_loss = 0.0\n", + "with torch.no_grad():\n", + " for images, labels in test_loader:\n", + " images, labels = images.to(device), labels.to(device)\n", + " outputs = model(images)\n", + " loss = criterion(outputs, labels)\n", + " test_loss += loss.item()\n", + "\n", + " _, predicted = torch.max(outputs, 1)\n", + " total += labels.size(0)\n", + " correct += (predicted == labels).sum().item()\n", + "\n", + "avg_test_loss = test_loss / len(test_loader)\n", + "test_accuracy = 100 * correct / total\n", + "print(f\"Test Loss: {avg_test_loss:.4f}, Test Accuracy: {test_accuracy:.2f}%\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Testing the model on some random images" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:34:48.513430Z", + "iopub.status.busy": "2025-04-12T19:34:48.513132Z", + "iopub.status.idle": "2025-04-12T19:34:48.517087Z", + "shell.execute_reply": "2025-04-12T19:34:48.516315Z", + "shell.execute_reply.started": "2025-04-12T19:34:48.513406Z" + }, + "trusted": true + }, + "outputs": [], + "source": [ + "# Create Performances directory\n", + "os.makedirs('Performances', exist_ok=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:34:50.827273Z", + "iopub.status.busy": "2025-04-12T19:34:50.826978Z", + "iopub.status.idle": "2025-04-12T19:34:50.844416Z", + "shell.execute_reply": "2025-04-12T19:34:50.843712Z", + "shell.execute_reply.started": "2025-04-12T19:34:50.827250Z" + }, + "trusted": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Processing class: malignant\n", + "Copied melanoma_9214.jpg to selected_test_images/malignant/melanoma_9214.jpg\n", + "Copied melanoma_6198.jpg to selected_test_images/malignant/melanoma_6198.jpg\n", + "Copied melanoma_9479.jpg to selected_test_images/malignant/melanoma_9479.jpg\n", + "Copied melanoma_6644.jpg to selected_test_images/malignant/melanoma_6644.jpg\n", + "Copied melanoma_6165.jpg to selected_test_images/malignant/melanoma_6165.jpg\n", + "\n", + "Processing class: benign\n", + "Copied melanoma_543.jpg to selected_test_images/benign/melanoma_543.jpg\n", + "Copied melanoma_2415.jpg to selected_test_images/benign/melanoma_2415.jpg\n", + "Copied melanoma_1439.jpg to selected_test_images/benign/melanoma_1439.jpg\n", + "Copied melanoma_2672.jpg to selected_test_images/benign/melanoma_2672.jpg\n", + "Copied melanoma_9773.jpg to selected_test_images/benign/melanoma_9773.jpg\n", + "\n", + "Done! Selected images have been saved to: selected_test_images\n" + ] + } + ], + "source": [ + "# Define paths\n", + "base_path = \"/kaggle/working/melanoma_cancer_dataset_split\"\n", + "test_path = os.path.join(base_path, \"test\")\n", + "\n", + "# Define the output directory for selected images\n", + "output_base_path = \"selected_test_images\"\n", + "os.makedirs(output_base_path, exist_ok=True)\n", + "\n", + "# Supported image extensions\n", + "image_extensions = (\".jpg\", \".jpeg\", \".png\")\n", + "\n", + "# Function to pick 5 random images from a folder and copy them to a new folder\n", + "def copy_random_images(class_folder, output_class_path, num_images=5):\n", + " # Get all images in the class folder (supporting multiple extensions)\n", + " images = []\n", + " for ext in image_extensions:\n", + " images.extend(gb.glob(os.path.join(class_folder, f\"*{ext}\")))\n", + " \n", + " # Check if there are enough images\n", + " if len(images) < num_images:\n", + " print(f\"Warning: Only {len(images)} images found in {class_folder}, cannot pick {num_images} images.\")\n", + " return\n", + " \n", + " # Pick 5 random images\n", + " selected_images = random.sample(images, num_images)\n", + " \n", + " # Create the output directory for this class\n", + " os.makedirs(output_class_path, exist_ok=True)\n", + " \n", + " # Copy the selected images to the output directory\n", + " for img_path in selected_images:\n", + " img_name = os.path.basename(img_path)\n", + " output_path = os.path.join(output_class_path, img_name)\n", + " shutil.copy(img_path, output_path)\n", + " print(f\"Copied {img_name} to {output_path}\")\n", + "\n", + "# Iterate over each class in the test folder\n", + "for class_name in os.listdir(test_path):\n", + " class_folder = os.path.join(test_path, class_name)\n", + " \n", + " # Skip if it's not a directory\n", + " if not os.path.isdir(class_folder):\n", + " continue\n", + " \n", + " print(f\"\\nProcessing class: {class_name}\")\n", + " \n", + " # Define the output path for this class\n", + " output_class_path = os.path.join(output_base_path, class_name)\n", + " \n", + " # Copy 5 random images from this class\n", + " copy_random_images(class_folder, output_class_path, num_images=5)\n", + "\n", + "print(\"\\nDone! Selected images have been saved to:\", output_base_path)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:34:55.686645Z", + "iopub.status.busy": "2025-04-12T19:34:55.686361Z", + "iopub.status.idle": "2025-04-12T19:34:57.413606Z", + "shell.execute_reply": "2025-04-12T19:34:57.412712Z", + "shell.execute_reply.started": "2025-04-12T19:34:55.686625Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define the transform for test images\n", + "test_transform = transforms.Compose([\n", + " transforms.Resize((300, 300)),\n", + " transforms.ToTensor(),\n", + " transforms.Normalize(mean=[0.7164, 0.5676, 0.5455], std=[0.2248, 0.2135, 0.2276])\n", + "])\n", + "\n", + "# Class names\n", + "class_names = ['benign', 'malignant']\n", + "\n", + "# Function to predict on a single image\n", + "def predict_image(image_path, model, transform, device):\n", + " image = Image.open(image_path).convert('RGB')\n", + " image_tensor = transform(image).unsqueeze(0)\n", + " image_tensor = image_tensor.to(device)\n", + "\n", + " with torch.no_grad():\n", + " outputs = model(image_tensor)\n", + " probabilities = torch.softmax(outputs, dim=1)\n", + " predicted_prob, predicted_idx = torch.max(probabilities, 1)\n", + " predicted_class = class_names[predicted_idx.item()]\n", + " probs = probabilities.cpu().numpy()[0]\n", + "\n", + " return image, predicted_class, probs\n", + "\n", + "# # Test on a single image\n", + "# image_path = r\"D:\\College\\Courses\\DEPI\\Final Project\\Melanoma Skin Cancer\\Testing\\IMG_20250407_042908.jpg\" # Replace with your image path\n", + "# image, predicted_class, probs = predict_image(image_path, model, test_transform, device)\n", + "# plt.figure(figsize=(6, 6))\n", + "# plt.imshow(image)\n", + "# plt.title(f\"Predicted: {predicted_class}\\nBenign: {probs[0]:.2%}, Malignant: {probs[1]:.2%}\")\n", + "# plt.axis('off')\n", + "# plt.show()\n", + "\n", + "# Function to predict on a folder of images\n", + "def predict_folder(folder_path, model, transform, device, num_images_to_plot=10):\n", + " image_files = []\n", + " ground_truths = []\n", + " for root, _, files in os.walk(folder_path):\n", + " for f in files:\n", + " if f.lower().endswith(('.png', '.jpg', '.jpeg')):\n", + " image_files.append(os.path.join(root, f))\n", + " # Extract ground truth from folder name\n", + " folder_name = os.path.basename(root)\n", + " ground_truths.append(folder_name)\n", + "\n", + " image_files = image_files[:num_images_to_plot]\n", + " ground_truths = ground_truths[:num_images_to_plot]\n", + "\n", + " num_images = len(image_files)\n", + " cols = 5\n", + " rows = (num_images + cols - 1) // cols\n", + " plt.figure(figsize=(15, 3 * rows))\n", + "\n", + " for i, (image_path, gt) in enumerate(zip(image_files, ground_truths)):\n", + " image, predicted_class, probs = predict_image(image_path, model, transform, device)\n", + " plt.subplot(rows, cols, i + 1)\n", + " plt.imshow(image)\n", + " plt.title(f\"GT: {gt}\\nPred: {predicted_class}\\nBenign: {probs[0]:.2%}\\nMalignant: {probs[1]:.2%}\", fontsize=12)\n", + " plt.axis('off')\n", + "\n", + " plt.tight_layout()\n", + " plt.savefig('Performances/BestModel-03_Prediction.png')\n", + " # plt.close()\n", + " plt.show()\n", + "\n", + "# Test on a folder of images\n", + "folder_path = \"/kaggle/working/selected_test_images\"\n", + "predict_folder(folder_path, model, test_transform, device, num_images_to_plot=10)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Loss and Accuracy" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:34:59.043145Z", + "iopub.status.busy": "2025-04-12T19:34:59.042816Z", + "iopub.status.idle": "2025-04-12T19:34:59.791120Z", + "shell.execute_reply": "2025-04-12T19:34:59.790263Z", + "shell.execute_reply.started": "2025-04-12T19:34:59.043120Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Loss and Accuracy\n", + "plt.figure(figsize=(12, 5))\n", + "plt.subplot(1, 2, 1)\n", + "plt.plot(range(1, len(train_losses) + 1), train_losses, label='Training Loss')\n", + "plt.plot(range(1, len(val_losses) + 1), val_losses, label='Validation Loss')\n", + "plt.xlabel('Epoch')\n", + "plt.ylabel('Loss')\n", + "plt.title('Training and Validation Loss')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "\n", + "plt.subplot(1, 2, 2)\n", + "plt.plot(range(1, len(train_accuracies) + 1), [100 * acc for acc in train_accuracies], label='Training Accuracy')\n", + "plt.plot(range(1, len(val_accuracies) + 1), [100 * acc for acc in val_accuracies], label='Validation Accuracy')\n", + "plt.xlabel('Epoch')\n", + "plt.ylabel('Accuracy (%)')\n", + "plt.title('Training and Validation Accuracy')\n", + "plt.legend()\n", + "plt.grid(True)\n", + "plt.tight_layout()\n", + "plt.savefig('Performances/BestModel-03_Loss&Accuracy.png')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Confusion Matrix" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:35:03.355773Z", + "iopub.status.busy": "2025-04-12T19:35:03.355455Z", + "iopub.status.idle": "2025-04-12T19:35:07.491490Z", + "shell.execute_reply": "2025-04-12T19:35:07.490764Z", + "shell.execute_reply.started": "2025-04-12T19:35:03.355748Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Confusion Matrix on Test Set\n", + "model.eval()\n", + "all_preds = []\n", + "all_labels = []\n", + "with torch.no_grad():\n", + " for inputs, labels in test_loader:\n", + " inputs, labels = inputs.to(device), labels.to(device)\n", + " outputs = model(inputs)\n", + " _, predicted = torch.max(outputs, 1)\n", + " all_preds.extend(predicted.cpu().numpy())\n", + " all_labels.extend(labels.cpu().numpy())\n", + "\n", + "cm = confusion_matrix(all_labels, all_preds)\n", + "disp = ConfusionMatrixDisplay(confusion_matrix=cm, display_labels=['Benign', 'Malignant'])\n", + "disp.plot(cmap=plt.cm.Blues)\n", + "plt.title('Confusion Matrix on Test Set')\n", + "plt.savefig('Performances/BestModel-03_CM.png')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### ROC Curve Analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:35:14.634610Z", + "iopub.status.busy": "2025-04-12T19:35:14.634280Z", + "iopub.status.idle": "2025-04-12T19:35:18.763545Z", + "shell.execute_reply": "2025-04-12T19:35:18.762633Z", + "shell.execute_reply.started": "2025-04-12T19:35:14.634585Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from sklearn.metrics import precision_recall_fscore_support, roc_curve, auc, classification_report\n", + "\n", + "# Get probability scores for the positive class (malignant)\n", + "y_scores = []\n", + "with torch.no_grad():\n", + " for inputs, labels in test_loader:\n", + " inputs = inputs.to(device)\n", + " outputs = model(inputs)\n", + " probabilities = torch.softmax(outputs, dim=1)\n", + " y_scores.extend(probabilities[:, 1].cpu().numpy()) # Probability of malignant class\n", + "\n", + "# Calculate ROC curve and AUC\n", + "fpr, tpr, thresholds = roc_curve(all_labels, y_scores)\n", + "roc_auc = auc(fpr, tpr)\n", + "\n", + "# Plot ROC curve\n", + "plt.figure(figsize=(8, 6))\n", + "plt.plot(fpr, tpr, color='darkorange', lw=2, label=f'ROC curve (area = {roc_auc:.3f})')\n", + "plt.plot([0, 1], [0, 1], color='navy', lw=2, linestyle='--')\n", + "plt.xlim([0.0, 1.0])\n", + "plt.ylim([0.0, 1.05])\n", + "plt.xlabel('False Positive Rate')\n", + "plt.ylabel('True Positive Rate')\n", + "plt.title('Receiver Operating Characteristic (ROC) Curve')\n", + "plt.legend(loc=\"lower right\")\n", + "plt.grid(True, alpha=0.3)\n", + "plt.savefig('Performances/BestModel-03_ROC.png')\n", + "plt.show()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Error Analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:36:00.664322Z", + "iopub.status.busy": "2025-04-12T19:36:00.663802Z", + "iopub.status.idle": "2025-04-12T19:36:06.739028Z", + "shell.execute_reply": "2025-04-12T19:36:06.737981Z", + "shell.execute_reply.started": "2025-04-12T19:36:00.664279Z" + }, + "trusted": true + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "def analyze_misclassifications(model, test_loader, class_names, device, num_samples=10):\n", + " model.eval()\n", + " misclassified_images = []\n", + " misclassified_labels = []\n", + " misclassified_preds = []\n", + " misclassified_probs = []\n", + " \n", + " with torch.no_grad():\n", + " for images, labels in test_loader:\n", + " images, labels = images.to(device), labels.to(device)\n", + " outputs = model(images)\n", + " probabilities = torch.softmax(outputs, dim=1)\n", + " _, predicted = torch.max(outputs, 1)\n", + " \n", + " # Find misclassified samples\n", + " incorrect_mask = (predicted != labels)\n", + " if incorrect_mask.sum() > 0:\n", + " misclassified_batch_images = images[incorrect_mask].cpu()\n", + " misclassified_batch_labels = labels[incorrect_mask].cpu()\n", + " misclassified_batch_preds = predicted[incorrect_mask].cpu()\n", + " misclassified_batch_probs = probabilities[incorrect_mask].cpu()\n", + " \n", + " misclassified_images.append(misclassified_batch_images)\n", + " misclassified_labels.append(misclassified_batch_labels)\n", + " misclassified_preds.append(misclassified_batch_preds)\n", + " misclassified_probs.append(misclassified_batch_probs)\n", + " \n", + " # Concatenate all batches\n", + " if misclassified_images:\n", + " misclassified_images = torch.cat(misclassified_images, dim=0)\n", + " misclassified_labels = torch.cat(misclassified_labels, dim=0)\n", + " misclassified_preds = torch.cat(misclassified_preds, dim=0)\n", + " misclassified_probs = torch.cat(misclassified_probs, dim=0)\n", + " \n", + " # Display misclassified images\n", + " n_samples = min(num_samples, len(misclassified_images))\n", + " fig, axes = plt.subplots(2, 5, figsize=(15, 6))\n", + " axes = axes.flatten()\n", + " \n", + " for i in range(n_samples):\n", + " img = misclassified_images[i].permute(1, 2, 0)\n", + " # Denormalize\n", + " mean = torch.tensor([0.7164, 0.5676, 0.5455])\n", + " std = torch.tensor([0.2248, 0.2135, 0.2276])\n", + " img = img * std + mean\n", + " img = img.clamp(0, 1).numpy()\n", + " \n", + " true_label = class_names[misclassified_labels[i]]\n", + " pred_label = class_names[misclassified_preds[i]]\n", + " prob = misclassified_probs[i][misclassified_preds[i]].item()\n", + " \n", + " axes[i].imshow(img)\n", + " axes[i].set_title(f\"True: {true_label}\\nPred: {pred_label}\\nConf: {prob:.2f}\")\n", + " axes[i].axis('off')\n", + " \n", + " plt.tight_layout()\n", + " plt.savefig('Performances/BestModel-03_Misclassifications.png')\n", + " plt.show()\n", + " \n", + " return {\n", + " 'images': misclassified_images,\n", + " 'true_labels': misclassified_labels,\n", + " 'predicted_labels': misclassified_preds,\n", + " 'probabilities': misclassified_probs\n", + " }\n", + " else:\n", + " print(\"No misclassifications found!\")\n", + " return None\n", + "\n", + "# Analyze misclassifications\n", + "misclassifications = analyze_misclassifications(model, test_loader, class_names, device)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Threshold Optimization" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "execution": { + "iopub.execute_input": "2025-04-12T19:36:14.104090Z", + "iopub.status.busy": "2025-04-12T19:36:14.103763Z", + "iopub.status.idle": "2025-04-12T19:36:14.128002Z", + "shell.execute_reply": "2025-04-12T19:36:14.127336Z", + "shell.execute_reply.started": "2025-04-12T19:36:14.104061Z" + }, + "trusted": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Optimal threshold: 0.4348\n", + "At optimal threshold - TPR: 0.8809, FPR: 0.0691\n", + "\n", + "Metrics with default threshold (0.5):\n", + " precision recall f1-score support\n", + "\n", + " Benign 0.87 0.93 0.90 550\n", + " Malignant 0.92 0.85 0.89 512\n", + "\n", + " accuracy 0.90 1062\n", + " macro avg 0.90 0.89 0.89 1062\n", + "weighted avg 0.90 0.90 0.90 1062\n", + "\n", + "\n", + "Metrics with optimal threshold:\n", + " precision recall f1-score support\n", + "\n", + " Benign 0.89 0.93 0.91 550\n", + " Malignant 0.92 0.88 0.90 512\n", + "\n", + " accuracy 0.91 1062\n", + " macro avg 0.91 0.91 0.91 1062\n", + "weighted avg 0.91 0.91 0.91 1062\n", + "\n" + ] + } + ], + "source": [ + "def find_optimal_threshold(y_true, y_scores):\n", + " fpr, tpr, thresholds = roc_curve(y_true, y_scores)\n", + " \n", + " # Calculate J statistic (Youden's J = TPR + TNR - 1 = TPR - FPR)\n", + " j_scores = tpr - fpr\n", + " best_idx = np.argmax(j_scores)\n", + " best_threshold = thresholds[best_idx]\n", + " \n", + " # At this threshold:\n", + " optimal_fpr = fpr[best_idx]\n", + " optimal_tpr = tpr[best_idx]\n", + " \n", + " print(f\"Optimal threshold: {best_threshold:.4f}\")\n", + " print(f\"At optimal threshold - TPR: {optimal_tpr:.4f}, FPR: {optimal_fpr:.4f}\")\n", + " \n", + " return best_threshold, optimal_fpr, optimal_tpr\n", + "\n", + "# Find optimal decision threshold\n", + "optimal_threshold, opt_fpr, opt_tpr = find_optimal_threshold(all_labels, y_scores)\n", + "\n", + "# Apply optimal threshold\n", + "optimized_preds = [1 if score >= optimal_threshold else 0 for score in y_scores]\n", + "\n", + "# Compare with default threshold (0.5)\n", + "print(\"\\nMetrics with default threshold (0.5):\")\n", + "print(classification_report(all_labels, all_preds, target_names=['Benign', 'Malignant']))\n", + "\n", + "print(\"\\nMetrics with optimal threshold:\")\n", + "print(classification_report(all_labels, optimized_preds, target_names=['Benign', 'Malignant']))" + ] + } + ], + "metadata": { + "kaggle": { + "accelerator": "none", + "dataSources": [ + { + "datasetId": 2035877, + "sourceId": 3376422, + "sourceType": "datasetVersion" + } + ], + "dockerImageVersionId": 30919, + "isGpuEnabled": false, + "isInternetEnabled": true, + "language": "python", + "sourceType": "notebook" + }, + "kernelspec": { + "display_name": "base", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +}